{
 "Accuracy": 72.3,
 "Time": [
  119.70986074418664,
  5.882129036535085,
  18001.968600449
 ],
 "Optimizer": {
  "Meta": {
   "optim": "Adam",
   "lr": 0.01
  },
  "Inner": {
   "optim": "SGD",
   "lr": 0.01,
   "momentum": 0.9
  }
 },
 "Device": "TITAN RTX",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "+Contrast",
  "+Color",
  "+Brightness",
  "+Sharpness",
  "-Contrast",
  "-Color",
  "-Brightness",
  "-Sharpness",
  "=Posterize",
  "=Solarize"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 4.4293341636657715,
   "val_loss": 2.120490550994873,
   "acc": 24.78,
   "time": 66.277060287,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.04623081907629967,
     "m": 0.9401490688323975
    },
    {
     "p": 0.07274133712053299,
     "m": 0.9401490688323975
    },
    {
     "p": 0.06401605159044266,
     "m": 0.9401490688323975
    },
    {
     "p": 0.04554304480552673,
     "m": 0.9401490688323975
    },
    {
     "p": 0.05069922283291817,
     "m": 0.9401490688323975
    },
    {
     "p": 0.03903138265013695,
     "m": 0.9401490688323975
    },
    {
     "p": 0.10510984063148499,
     "m": 0.9401490688323975
    },
    {
     "p": 0.07847613096237183,
     "m": 0.9401490688323975
    },
    {
     "p": 0.05893441289663315,
     "m": 0.9401490688323975
    },
    {
     "p": 0.07204398512840271,
     "m": 0.9401490688323975
    },
    {
     "p": 0.05736174061894417,
     "m": 0.9401490688323975
    },
    {
     "p": 0.04669012874364853,
     "m": 0.9401490688323975
    },
    {
     "p": 0.08970227092504501,
     "m": 0.9401490688323975
    },
    {
     "p": 0.04924982413649559,
     "m": 0.9401490688323975
    },
    {
     "p": 0.07884472608566284,
     "m": 0.9401490688323975
    },
    {
     "p": 0.023846996948122978,
     "m": 0.9401490688323975
    },
    {
     "p": 0.02094414457678795,
     "m": 0.9401490688323975
    },
    {
     "p": 0.0005341107025742531,
     "m": 0.9401490688323975
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 3.8692612648010254,
   "val_loss": 1.942194938659668,
   "acc": 30.69,
   "time": 124.104605191,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0098931435495615,
     "m": 0.9076354503631592
    },
    {
     "p": 0.02668272890150547,
     "m": 0.9076354503631592
    },
    {
     "p": 0.05215645581483841,
     "m": 0.9076354503631592
    },
    {
     "p": 0.04807216674089432,
     "m": 0.9076354503631592
    },
    {
     "p": 0.09625877439975739,
     "m": 0.9076354503631592
    },
    {
     "p": 0.04161413013935089,
     "m": 0.9076354503631592
    },
    {
     "p": 0.08397091925144196,
     "m": 0.9076354503631592
    },
    {
     "p": 0.07935100048780441,
     "m": 0.9076354503631592
    },
    {
     "p": 0.03494337573647499,
     "m": 0.9076354503631592
    },
    {
     "p": 0.0849052220582962,
     "m": 0.9076354503631592
    },
    {
     "p": 0.06431397795677185,
     "m": 0.9076354503631592
    },
    {
     "p": 0.0409681461751461,
     "m": 0.9076354503631592
    },
    {
     "p": 0.08453041315078735,
     "m": 0.9076354503631592
    },
    {
     "p": 0.04502243921160698,
     "m": 0.9076354503631592
    },
    {
     "p": 0.058149900287389755,
     "m": 0.9076354503631592
    },
    {
     "p": 0.05841168761253357,
     "m": 0.9076354503631592
    },
    {
     "p": 0.05234645679593086,
     "m": 0.9076354503631592
    },
    {
     "p": 0.0384090393781662,
     "m": 0.9076354503631592
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 3.909013271331787,
   "val_loss": 1.8064261674880981,
   "acc": 38.85,
   "time": 128.50356927299998,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.09911566972732544,
     "m": 0.8674666285514832
    },
    {
     "p": 0.07452253252267838,
     "m": 0.8674666285514832
    },
    {
     "p": 0.0707002803683281,
     "m": 0.8674666285514832
    },
    {
     "p": 0.031546663492918015,
     "m": 0.8674666285514832
    },
    {
     "p": 0.001864101504907012,
     "m": 0.8674666285514832
    },
    {
     "p": 0.05476195737719536,
     "m": 0.8674666285514832
    },
    {
     "p": 0.10212671756744385,
     "m": 0.8674666285514832
    },
    {
     "p": 0.0005369379068724811,
     "m": 0.8674666285514832
    },
    {
     "p": 0.08560613542795181,
     "m": 0.8674666285514832
    },
    {
     "p": 0.0005369379068724811,
     "m": 0.8674666285514832
    },
    {
     "p": 0.05513808876276016,
     "m": 0.8674666285514832
    },
    {
     "p": 0.10198858380317688,
     "m": 0.8674666285514832
    },
    {
     "p": 0.07070556282997131,
     "m": 0.8674666285514832
    },
    {
     "p": 0.0720505341887474,
     "m": 0.8674666285514832
    },
    {
     "p": 0.04647710919380188,
     "m": 0.8674666285514832
    },
    {
     "p": 0.04423455521464348,
     "m": 0.8674666285514832
    },
    {
     "p": 0.08212914317846298,
     "m": 0.8674666285514832
    },
    {
     "p": 0.005958498455584049,
     "m": 0.8674666285514832
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 3.3026225566864014,
   "val_loss": 1.563336968421936,
   "acc": 42.85,
   "time": 125.08648972499998,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.04607522487640381,
     "m": 0.8533083200454712
    },
    {
     "p": 0.04295436665415764,
     "m": 0.8533083200454712
    },
    {
     "p": 0.07237748801708221,
     "m": 0.8533083200454712
    },
    {
     "p": 0.054081328213214874,
     "m": 0.8533083200454712
    },
    {
     "p": 0.0005483164568431675,
     "m": 0.8533083200454712
    },
    {
     "p": 0.008728520944714546,
     "m": 0.8533083200454712
    },
    {
     "p": 0.10193290561437607,
     "m": 0.8533083200454712
    },
    {
     "p": 0.050773173570632935,
     "m": 0.8533083200454712
    },
    {
     "p": 0.07220231741666794,
     "m": 0.8533083200454712
    },
    {
     "p": 0.06225651875138283,
     "m": 0.8533083200454712
    },
    {
     "p": 0.074599988758564,
     "m": 0.8533083200454712
    },
    {
     "p": 0.10609614849090576,
     "m": 0.8533083200454712
    },
    {
     "p": 0.07535143196582794,
     "m": 0.8533083200454712
    },
    {
     "p": 0.07981812953948975,
     "m": 0.8533083200454712
    },
    {
     "p": 0.06851211935281754,
     "m": 0.8533083200454712
    },
    {
     "p": 0.025887316092848778,
     "m": 0.8533083200454712
    },
    {
     "p": 0.057256393134593964,
     "m": 0.8533083200454712
    },
    {
     "p": 0.0005483164568431675,
     "m": 0.8533083200454712
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 3.1601791381835938,
   "val_loss": 1.3961412906646729,
   "acc": 47.76,
   "time": 127.05740864,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.05907586216926575,
     "m": 0.9505890011787415
    },
    {
     "p": 0.037854015827178955,
     "m": 0.9505890011787415
    },
    {
     "p": 0.07485492527484894,
     "m": 0.9505890011787415
    },
    {
     "p": 0.0435611754655838,
     "m": 0.9505890011787415
    },
    {
     "p": 0.0005473800119943917,
     "m": 0.9505890011787415
    },
    {
     "p": 0.0108121233060956,
     "m": 0.9505890011787415
    },
    {
     "p": 0.10594532638788223,
     "m": 0.9505890011787415
    },
    {
     "p": 0.021793553605675697,
     "m": 0.9505890011787415
    },
    {
     "p": 0.05995672568678856,
     "m": 0.9505890011787415
    },
    {
     "p": 0.03891238942742348,
     "m": 0.9505890011787415
    },
    {
     "p": 0.07057943940162659,
     "m": 0.9505890011787415
    },
    {
     "p": 0.12244988977909088,
     "m": 0.9505890011787415
    },
    {
     "p": 0.10501378774642944,
     "m": 0.9505890011787415
    },
    {
     "p": 0.0977165475487709,
     "m": 0.9505890011787415
    },
    {
     "p": 0.05577631667256355,
     "m": 0.9505890011787415
    },
    {
     "p": 0.046392928808927536,
     "m": 0.9505890011787415
    },
    {
     "p": 0.04821021109819412,
     "m": 0.9505890011787415
    },
    {
     "p": 0.0005473800119943917,
     "m": 0.9505890011787415
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 3.2984752655029297,
   "val_loss": 1.4178451299667358,
   "acc": 49.49,
   "time": 120.6653211009999,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0722450315952301,
     "m": 0.9503950476646423
    },
    {
     "p": 0.04063248261809349,
     "m": 0.9503950476646423
    },
    {
     "p": 0.06860200315713882,
     "m": 0.9503950476646423
    },
    {
     "p": 0.03382565453648567,
     "m": 0.9503950476646423
    },
    {
     "p": 0.006800569128245115,
     "m": 0.9503950476646423
    },
    {
     "p": 0.0005526848835870624,
     "m": 0.9503950476646423
    },
    {
     "p": 0.07570620626211166,
     "m": 0.9503950476646423
    },
    {
     "p": 0.030238276347517967,
     "m": 0.9503950476646423
    },
    {
     "p": 0.055202219635248184,
     "m": 0.9503950476646423
    },
    {
     "p": 0.05851117894053459,
     "m": 0.9503950476646423
    },
    {
     "p": 0.06968940794467926,
     "m": 0.9503950476646423
    },
    {
     "p": 0.1405603587627411,
     "m": 0.9503950476646423
    },
    {
     "p": 0.11040176451206207,
     "m": 0.9503950476646423
    },
    {
     "p": 0.0934877023100853,
     "m": 0.9503950476646423
    },
    {
     "p": 0.0421505831182003,
     "m": 0.9503950476646423
    },
    {
     "p": 0.021315457299351692,
     "m": 0.9503950476646423
    },
    {
     "p": 0.07654973864555359,
     "m": 0.9503950476646423
    },
    {
     "p": 0.003528624540194869,
     "m": 0.9503950476646423
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 3.4610915184020996,
   "val_loss": 1.434152603149414,
   "acc": 51.04,
   "time": 122.90326436700002,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06304306536912918,
     "m": 0.8896334767341614
    },
    {
     "p": 0.028932292014360428,
     "m": 0.8896334767341614
    },
    {
     "p": 0.05978470295667648,
     "m": 0.8896334767341614
    },
    {
     "p": 0.06450732797384262,
     "m": 0.8896334767341614
    },
    {
     "p": 0.013698486611247063,
     "m": 0.8896334767341614
    },
    {
     "p": 0.0005608474020846188,
     "m": 0.8896334767341614
    },
    {
     "p": 0.1455797255039215,
     "m": 0.8896334767341614
    },
    {
     "p": 0.007160210981965065,
     "m": 0.8896334767341614
    },
    {
     "p": 0.0005608474020846188,
     "m": 0.8896334767341614
    },
    {
     "p": 0.07168232649564743,
     "m": 0.8896334767341614
    },
    {
     "p": 0.055031668394804,
     "m": 0.8896334767341614
    },
    {
     "p": 0.13040652871131897,
     "m": 0.8896334767341614
    },
    {
     "p": 0.04895138740539551,
     "m": 0.8896334767341614
    },
    {
     "p": 0.09613869339227676,
     "m": 0.8896334767341614
    },
    {
     "p": 0.05954352021217346,
     "m": 0.8896334767341614
    },
    {
     "p": 0.06634873896837234,
     "m": 0.8896334767341614
    },
    {
     "p": 0.07795272022485733,
     "m": 0.8896334767341614
    },
    {
     "p": 0.010116848163306713,
     "m": 0.8896334767341614
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 3.1071228981018066,
   "val_loss": 1.2776392698287964,
   "acc": 53.41,
   "time": 114.01263282100001,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.057744838297367096,
     "m": 0.9367908835411072
    },
    {
     "p": 0.015801776200532913,
     "m": 0.9367908835411072
    },
    {
     "p": 0.07052263617515564,
     "m": 0.9367908835411072
    },
    {
     "p": 0.04710621014237404,
     "m": 0.9367908835411072
    },
    {
     "p": 0.0067239077761769295,
     "m": 0.9367908835411072
    },
    {
     "p": 0.015163282863795757,
     "m": 0.9367908835411072
    },
    {
     "p": 0.09926600009202957,
     "m": 0.9367908835411072
    },
    {
     "p": 0.044227536767721176,
     "m": 0.9367908835411072
    },
    {
     "p": 0.043349817395210266,
     "m": 0.9367908835411072
    },
    {
     "p": 0.05190776288509369,
     "m": 0.9367908835411072
    },
    {
     "p": 0.07661420851945877,
     "m": 0.9367908835411072
    },
    {
     "p": 0.0985541045665741,
     "m": 0.9367908835411072
    },
    {
     "p": 0.09398037940263748,
     "m": 0.9367908835411072
    },
    {
     "p": 0.08282027393579483,
     "m": 0.9367908835411072
    },
    {
     "p": 0.07138523459434509,
     "m": 0.9367908835411072
    },
    {
     "p": 0.055978208780288696,
     "m": 0.9367908835411072
    },
    {
     "p": 0.06514805555343628,
     "m": 0.9367908835411072
    },
    {
     "p": 0.003705715062096715,
     "m": 0.9367908835411072
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 2.637878179550171,
   "val_loss": 1.248967170715332,
   "acc": 55.85,
   "time": 115.62280519399997,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0686219185590744,
     "m": 0.9177079200744629
    },
    {
     "p": 0.031693510711193085,
     "m": 0.9177079200744629
    },
    {
     "p": 0.07579359412193298,
     "m": 0.9177079200744629
    },
    {
     "p": 0.04529159888625145,
     "m": 0.9177079200744629
    },
    {
     "p": 0.0005434543127194047,
     "m": 0.9177079200744629
    },
    {
     "p": 0.022879088297486305,
     "m": 0.9177079200744629
    },
    {
     "p": 0.10704231262207031,
     "m": 0.9177079200744629
    },
    {
     "p": 0.035267774015665054,
     "m": 0.9177079200744629
    },
    {
     "p": 0.05190065875649452,
     "m": 0.9177079200744629
    },
    {
     "p": 0.05284425988793373,
     "m": 0.9177079200744629
    },
    {
     "p": 0.08127617835998535,
     "m": 0.9177079200744629
    },
    {
     "p": 0.0942617654800415,
     "m": 0.9177079200744629
    },
    {
     "p": 0.0804753452539444,
     "m": 0.9177079200744629
    },
    {
     "p": 0.08932089060544968,
     "m": 0.9177079200744629
    },
    {
     "p": 0.03995296731591225,
     "m": 0.9177079200744629
    },
    {
     "p": 0.05679931119084358,
     "m": 0.9177079200744629
    },
    {
     "p": 0.06442992389202118,
     "m": 0.9177079200744629
    },
    {
     "p": 0.0016054175794124603,
     "m": 0.9177079200744629
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 2.3959360122680664,
   "val_loss": 1.2290112972259521,
   "acc": 56.44,
   "time": 115.68525116799992,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.05543950945138931,
     "m": 0.9903982877731323
    },
    {
     "p": 0.0005419568042270839,
     "m": 0.9903982877731323
    },
    {
     "p": 0.09560094773769379,
     "m": 0.9903982877731323
    },
    {
     "p": 0.05974971503019333,
     "m": 0.9903982877731323
    },
    {
     "p": 0.0005419568042270839,
     "m": 0.9903982877731323
    },
    {
     "p": 0.017617732286453247,
     "m": 0.9903982877731323
    },
    {
     "p": 0.10009846091270447,
     "m": 0.9903982877731323
    },
    {
     "p": 0.03948649391531944,
     "m": 0.9903982877731323
    },
    {
     "p": 0.0626540258526802,
     "m": 0.9903982877731323
    },
    {
     "p": 0.06656340509653091,
     "m": 0.9903982877731323
    },
    {
     "p": 0.0660933181643486,
     "m": 0.9903982877731323
    },
    {
     "p": 0.1162867397069931,
     "m": 0.9903982877731323
    },
    {
     "p": 0.040163569152355194,
     "m": 0.9903982877731323
    },
    {
     "p": 0.10214833915233612,
     "m": 0.9903982877731323
    },
    {
     "p": 0.030451230704784393,
     "m": 0.9903982877731323
    },
    {
     "p": 0.05999566987156868,
     "m": 0.9903982877731323
    },
    {
     "p": 0.0860249325633049,
     "m": 0.9903982877731323
    },
    {
     "p": 0.0005419568042270839,
     "m": 0.9903982877731323
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 2.7832255363464355,
   "val_loss": 1.2158145904541016,
   "acc": 57.2,
   "time": 117.88845020899998,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06629526615142822,
     "m": 0.9554794430732727
    },
    {
     "p": 0.0005451620672829449,
     "m": 0.9554794430732727
    },
    {
     "p": 0.0860595852136612,
     "m": 0.9554794430732727
    },
    {
     "p": 0.05960667133331299,
     "m": 0.9554794430732727
    },
    {
     "p": 0.022678639739751816,
     "m": 0.9554794430732727
    },
    {
     "p": 0.0005451620672829449,
     "m": 0.9554794430732727
    },
    {
     "p": 0.1115257665514946,
     "m": 0.9554794430732727
    },
    {
     "p": 0.03732484579086304,
     "m": 0.9554794430732727
    },
    {
     "p": 0.05961048603057861,
     "m": 0.9554794430732727
    },
    {
     "p": 0.05923377722501755,
     "m": 0.9554794430732727
    },
    {
     "p": 0.04179542139172554,
     "m": 0.9554794430732727
    },
    {
     "p": 0.09911087900400162,
     "m": 0.9554794430732727
    },
    {
     "p": 0.10773012042045593,
     "m": 0.9554794430732727
    },
    {
     "p": 0.0729321613907814,
     "m": 0.9554794430732727
    },
    {
     "p": 0.05445937439799309,
     "m": 0.9554794430732727
    },
    {
     "p": 0.04905105382204056,
     "m": 0.9554794430732727
    },
    {
     "p": 0.07095052301883698,
     "m": 0.9554794430732727
    },
    {
     "p": 0.0005451620672829449,
     "m": 0.9554794430732727
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 3.0380544662475586,
   "val_loss": 1.1908471584320068,
   "acc": 58.44,
   "time": 116.79123280700014,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06684847176074982,
     "m": 0.9948203563690186
    },
    {
     "p": 0.0005502584390342236,
     "m": 0.9948203563690186
    },
    {
     "p": 0.09191540628671646,
     "m": 0.9948203563690186
    },
    {
     "p": 0.04695194214582443,
     "m": 0.9948203563690186
    },
    {
     "p": 0.008360069245100021,
     "m": 0.9948203563690186
    },
    {
     "p": 0.010588017292320728,
     "m": 0.9948203563690186
    },
    {
     "p": 0.10395387560129166,
     "m": 0.9948203563690186
    },
    {
     "p": 0.02398003824055195,
     "m": 0.9948203563690186
    },
    {
     "p": 0.045324184000492096,
     "m": 0.9948203563690186
    },
    {
     "p": 0.0529826395213604,
     "m": 0.9948203563690186
    },
    {
     "p": 0.06138431280851364,
     "m": 0.9948203563690186
    },
    {
     "p": 0.1275825947523117,
     "m": 0.9948203563690186
    },
    {
     "p": 0.09007113426923752,
     "m": 0.9948203563690186
    },
    {
     "p": 0.0900871604681015,
     "m": 0.9948203563690186
    },
    {
     "p": 0.03189235180616379,
     "m": 0.9948203563690186
    },
    {
     "p": 0.05919620394706726,
     "m": 0.9948203563690186
    },
    {
     "p": 0.08513952791690826,
     "m": 0.9948203563690186
    },
    {
     "p": 0.0031917847227305174,
     "m": 0.9948203563690186
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 2.764511823654175,
   "val_loss": 1.0883071422576904,
   "acc": 61.99,
   "time": 113.76506708199986,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07885349541902542,
     "m": 0.9380818605422974
    },
    {
     "p": 0.007975256070494652,
     "m": 0.9380818605422974
    },
    {
     "p": 0.08551488816738129,
     "m": 0.9380818605422974
    },
    {
     "p": 0.0388319306075573,
     "m": 0.9380818605422974
    },
    {
     "p": 0.008276171050965786,
     "m": 0.9380818605422974
    },
    {
     "p": 0.0024022541474550962,
     "m": 0.9380818605422974
    },
    {
     "p": 0.1058533564209938,
     "m": 0.9380818605422974
    },
    {
     "p": 0.0333545058965683,
     "m": 0.9380818605422974
    },
    {
     "p": 0.04885638505220413,
     "m": 0.9380818605422974
    },
    {
     "p": 0.06171569228172302,
     "m": 0.9380818605422974
    },
    {
     "p": 0.05252479389309883,
     "m": 0.9380818605422974
    },
    {
     "p": 0.11466147005558014,
     "m": 0.9380818605422974
    },
    {
     "p": 0.08902996778488159,
     "m": 0.9380818605422974
    },
    {
     "p": 0.0871264711022377,
     "m": 0.9380818605422974
    },
    {
     "p": 0.04498988762497902,
     "m": 0.9380818605422974
    },
    {
     "p": 0.0564221553504467,
     "m": 0.9380818605422974
    },
    {
     "p": 0.07307618856430054,
     "m": 0.9380818605422974
    },
    {
     "p": 0.010535098612308502,
     "m": 0.9380818605422974
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 2.373046398162842,
   "val_loss": 0.9809930920600891,
   "acc": 60.89,
   "time": 115.892230918,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.072228342294693,
     "m": 0.8790080547332764
    },
    {
     "p": 0.008904382586479187,
     "m": 0.8790080547332764
    },
    {
     "p": 0.05919770523905754,
     "m": 0.8790080547332764
    },
    {
     "p": 0.050116099417209625,
     "m": 0.8790080547332764
    },
    {
     "p": 0.0005429687444120646,
     "m": 0.8790080547332764
    },
    {
     "p": 0.0005429687444120646,
     "m": 0.8790080547332764
    },
    {
     "p": 0.10077913850545883,
     "m": 0.8790080547332764
    },
    {
     "p": 0.0020214642863720655,
     "m": 0.8790080547332764
    },
    {
     "p": 0.0457700751721859,
     "m": 0.8790080547332764
    },
    {
     "p": 0.06934089958667755,
     "m": 0.8790080547332764
    },
    {
     "p": 0.04686548933386803,
     "m": 0.8790080547332764
    },
    {
     "p": 0.12174704670906067,
     "m": 0.8790080547332764
    },
    {
     "p": 0.08975180238485336,
     "m": 0.8790080547332764
    },
    {
     "p": 0.08348387479782104,
     "m": 0.8790080547332764
    },
    {
     "p": 0.057652831077575684,
     "m": 0.8790080547332764
    },
    {
     "p": 0.0652468279004097,
     "m": 0.8790080547332764
    },
    {
     "p": 0.09832891076803207,
     "m": 0.8790080547332764
    },
    {
     "p": 0.027479134500026703,
     "m": 0.8790080547332764
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 2.2823171615600586,
   "val_loss": 1.0406914949417114,
   "acc": 61.66,
   "time": 116.06569408199994,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.09084530174732208,
     "m": 0.9521328210830688
    },
    {
     "p": 0.001396650681272149,
     "m": 0.9521328210830688
    },
    {
     "p": 0.06833398342132568,
     "m": 0.9521328210830688
    },
    {
     "p": 0.04377260059118271,
     "m": 0.9521328210830688
    },
    {
     "p": 0.015978245064616203,
     "m": 0.9521328210830688
    },
    {
     "p": 0.013923121616244316,
     "m": 0.9521328210830688
    },
    {
     "p": 0.09595056623220444,
     "m": 0.9521328210830688
    },
    {
     "p": 0.036566901952028275,
     "m": 0.9521328210830688
    },
    {
     "p": 0.03391503542661667,
     "m": 0.9521328210830688
    },
    {
     "p": 0.060624655336141586,
     "m": 0.9521328210830688
    },
    {
     "p": 0.05510899797081947,
     "m": 0.9521328210830688
    },
    {
     "p": 0.1390337496995926,
     "m": 0.9521328210830688
    },
    {
     "p": 0.0809582993388176,
     "m": 0.9521328210830688
    },
    {
     "p": 0.07395246624946594,
     "m": 0.9521328210830688
    },
    {
     "p": 0.06132989749312401,
     "m": 0.9521328210830688
    },
    {
     "p": 0.06285980343818665,
     "m": 0.9521328210830688
    },
    {
     "p": 0.0649048462510109,
     "m": 0.9521328210830688
    },
    {
     "p": 0.0005449368036352098,
     "m": 0.9521328210830688
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 2.540419578552246,
   "val_loss": 1.1365365982055664,
   "acc": 62.25,
   "time": 115.68897541899992,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06031561642885208,
     "m": 0.947113573551178
    },
    {
     "p": 0.0005475282086990774,
     "m": 0.947113573551178
    },
    {
     "p": 0.0812097117304802,
     "m": 0.947113573551178
    },
    {
     "p": 0.04521391913294792,
     "m": 0.947113573551178
    },
    {
     "p": 0.0005475282086990774,
     "m": 0.947113573551178
    },
    {
     "p": 0.0005475282086990774,
     "m": 0.947113573551178
    },
    {
     "p": 0.0959397703409195,
     "m": 0.947113573551178
    },
    {
     "p": 0.04109346121549606,
     "m": 0.947113573551178
    },
    {
     "p": 0.04943860322237015,
     "m": 0.947113573551178
    },
    {
     "p": 0.060208600014448166,
     "m": 0.947113573551178
    },
    {
     "p": 0.06116010993719101,
     "m": 0.947113573551178
    },
    {
     "p": 0.11613031476736069,
     "m": 0.947113573551178
    },
    {
     "p": 0.11104556918144226,
     "m": 0.947113573551178
    },
    {
     "p": 0.07674132287502289,
     "m": 0.947113573551178
    },
    {
     "p": 0.04342450201511383,
     "m": 0.947113573551178
    },
    {
     "p": 0.0524505116045475,
     "m": 0.947113573551178
    },
    {
     "p": 0.07495765388011932,
     "m": 0.947113573551178
    },
    {
     "p": 0.02902776375412941,
     "m": 0.947113573551178
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 2.547198534011841,
   "val_loss": 1.1340233087539673,
   "acc": 62.78,
   "time": 115.69210988300006,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06207386031746864,
     "m": 0.9363217949867249
    },
    {
     "p": 0.013020713813602924,
     "m": 0.9363217949867249
    },
    {
     "p": 0.08548232167959213,
     "m": 0.9363217949867249
    },
    {
     "p": 0.032509442418813705,
     "m": 0.9363217949867249
    },
    {
     "p": 0.01746550016105175,
     "m": 0.9363217949867249
    },
    {
     "p": 0.027043618261814117,
     "m": 0.9363217949867249
    },
    {
     "p": 0.11023448407649994,
     "m": 0.9363217949867249
    },
    {
     "p": 0.04040994122624397,
     "m": 0.9363217949867249
    },
    {
     "p": 0.05187384784221649,
     "m": 0.9363217949867249
    },
    {
     "p": 0.0576864629983902,
     "m": 0.9363217949867249
    },
    {
     "p": 0.0461619570851326,
     "m": 0.9363217949867249
    },
    {
     "p": 0.10374823957681656,
     "m": 0.9363217949867249
    },
    {
     "p": 0.08303482830524445,
     "m": 0.9363217949867249
    },
    {
     "p": 0.08364356309175491,
     "m": 0.9363217949867249
    },
    {
     "p": 0.06649071723222733,
     "m": 0.9363217949867249
    },
    {
     "p": 0.055033035576343536,
     "m": 0.9363217949867249
    },
    {
     "p": 0.04883164167404175,
     "m": 0.9363217949867249
    },
    {
     "p": 0.01525589544326067,
     "m": 0.9363217949867249
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 2.375875949859619,
   "val_loss": 1.0030189752578735,
   "acc": 64.33,
   "time": 115.43051800199987,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06920713186264038,
     "m": 0.9363728165626526
    },
    {
     "p": 0.0005379103822633624,
     "m": 0.9363728165626526
    },
    {
     "p": 0.08642837405204773,
     "m": 0.9363728165626526
    },
    {
     "p": 0.04070841893553734,
     "m": 0.9363728165626526
    },
    {
     "p": 0.011881847865879536,
     "m": 0.9363728165626526
    },
    {
     "p": 0.016769086942076683,
     "m": 0.9363728165626526
    },
    {
     "p": 0.10869018733501434,
     "m": 0.9363728165626526
    },
    {
     "p": 0.03628724440932274,
     "m": 0.9363728165626526
    },
    {
     "p": 0.030986543744802475,
     "m": 0.9363728165626526
    },
    {
     "p": 0.046779926866292953,
     "m": 0.9363728165626526
    },
    {
     "p": 0.04764993488788605,
     "m": 0.9363728165626526
    },
    {
     "p": 0.09919758886098862,
     "m": 0.9363728165626526
    },
    {
     "p": 0.10037006437778473,
     "m": 0.9363728165626526
    },
    {
     "p": 0.06984784454107285,
     "m": 0.9363728165626526
    },
    {
     "p": 0.05185582488775253,
     "m": 0.9363728165626526
    },
    {
     "p": 0.054021455347537994,
     "m": 0.9363728165626526
    },
    {
     "p": 0.0747809186577797,
     "m": 0.9363728165626526
    },
    {
     "p": 0.05399967357516289,
     "m": 0.9363728165626526
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 1.9021289348602295,
   "val_loss": 0.9680325388908386,
   "acc": 64.09,
   "time": 113.32686316499985,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.08665238320827484,
     "m": 0.9047462344169617
    },
    {
     "p": 0.004291961435228586,
     "m": 0.9047462344169617
    },
    {
     "p": 0.05421515181660652,
     "m": 0.9047462344169617
    },
    {
     "p": 0.0532333180308342,
     "m": 0.9047462344169617
    },
    {
     "p": 0.004121128004044294,
     "m": 0.9047462344169617
    },
    {
     "p": 0.015109853819012642,
     "m": 0.9047462344169617
    },
    {
     "p": 0.10207118093967438,
     "m": 0.9047462344169617
    },
    {
     "p": 0.014090478420257568,
     "m": 0.9047462344169617
    },
    {
     "p": 0.058434560894966125,
     "m": 0.9047462344169617
    },
    {
     "p": 0.05246151238679886,
     "m": 0.9047462344169617
    },
    {
     "p": 0.062091436237096786,
     "m": 0.9047462344169617
    },
    {
     "p": 0.13574278354644775,
     "m": 0.9047462344169617
    },
    {
     "p": 0.0950377807021141,
     "m": 0.9047462344169617
    },
    {
     "p": 0.0655306875705719,
     "m": 0.9047462344169617
    },
    {
     "p": 0.042698122560977936,
     "m": 0.9047462344169617
    },
    {
     "p": 0.07112674415111542,
     "m": 0.9047462344169617
    },
    {
     "p": 0.07471534609794617,
     "m": 0.9047462344169617
    },
    {
     "p": 0.008375647477805614,
     "m": 0.9047462344169617
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 1.6782435178756714,
   "val_loss": 0.9073807001113892,
   "acc": 65.47,
   "time": 117.21277135900027,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07667495310306549,
     "m": 0.8794635534286499
    },
    {
     "p": 0.0014532898785546422,
     "m": 0.8794635534286499
    },
    {
     "p": 0.06433860957622528,
     "m": 0.8794635534286499
    },
    {
     "p": 0.03051239438354969,
     "m": 0.8794635534286499
    },
    {
     "p": 0.015760038048028946,
     "m": 0.8794635534286499
    },
    {
     "p": 0.020651601254940033,
     "m": 0.8794635534286499
    },
    {
     "p": 0.08682020753622055,
     "m": 0.8794635534286499
    },
    {
     "p": 0.03319738060235977,
     "m": 0.8794635534286499
    },
    {
     "p": 0.05721110850572586,
     "m": 0.8794635534286499
    },
    {
     "p": 0.06773759424686432,
     "m": 0.8794635534286499
    },
    {
     "p": 0.06334405392408371,
     "m": 0.8794635534286499
    },
    {
     "p": 0.10443894565105438,
     "m": 0.8794635534286499
    },
    {
     "p": 0.08716138452291489,
     "m": 0.8794635534286499
    },
    {
     "p": 0.09345623850822449,
     "m": 0.8794635534286499
    },
    {
     "p": 0.06954582780599594,
     "m": 0.8794635534286499
    },
    {
     "p": 0.04945135489106178,
     "m": 0.8794635534286499
    },
    {
     "p": 0.06938927620649338,
     "m": 0.8794635534286499
    },
    {
     "p": 0.00885574147105217,
     "m": 0.8794635534286499
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 2.085470199584961,
   "val_loss": 1.0812281370162964,
   "acc": 65.85,
   "time": 119.06272805399976,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0673404186964035,
     "m": 0.7725998163223267
    },
    {
     "p": 0.008934196084737778,
     "m": 0.7725998163223267
    },
    {
     "p": 0.07441979646682739,
     "m": 0.7725998163223267
    },
    {
     "p": 0.048037152737379074,
     "m": 0.7725998163223267
    },
    {
     "p": 0.02101113088428974,
     "m": 0.7725998163223267
    },
    {
     "p": 0.023480476811528206,
     "m": 0.7725998163223267
    },
    {
     "p": 0.10287448763847351,
     "m": 0.7725998163223267
    },
    {
     "p": 0.023053470999002457,
     "m": 0.7725998163223267
    },
    {
     "p": 0.04087517037987709,
     "m": 0.7725998163223267
    },
    {
     "p": 0.060772597789764404,
     "m": 0.7725998163223267
    },
    {
     "p": 0.061361655592918396,
     "m": 0.7725998163223267
    },
    {
     "p": 0.09507320076227188,
     "m": 0.7725998163223267
    },
    {
     "p": 0.09509120881557465,
     "m": 0.7725998163223267
    },
    {
     "p": 0.07023265212774277,
     "m": 0.7725998163223267
    },
    {
     "p": 0.0683787390589714,
     "m": 0.7725998163223267
    },
    {
     "p": 0.05159284546971321,
     "m": 0.7725998163223267
    },
    {
     "p": 0.06923267990350723,
     "m": 0.7725998163223267
    },
    {
     "p": 0.018238186836242676,
     "m": 0.7725998163223267
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 2.2567942142486572,
   "val_loss": 1.0367647409439087,
   "acc": 65.78,
   "time": 119.64331176300038,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0477927103638649,
     "m": 0.8108082413673401
    },
    {
     "p": 0.017773350700736046,
     "m": 0.8108082413673401
    },
    {
     "p": 0.08214185386896133,
     "m": 0.8108082413673401
    },
    {
     "p": 0.05044170096516609,
     "m": 0.8108082413673401
    },
    {
     "p": 0.010296780616044998,
     "m": 0.8108082413673401
    },
    {
     "p": 0.01615668274462223,
     "m": 0.8108082413673401
    },
    {
     "p": 0.09804172068834305,
     "m": 0.8108082413673401
    },
    {
     "p": 0.04217558354139328,
     "m": 0.8108082413673401
    },
    {
     "p": 0.03412792086601257,
     "m": 0.8108082413673401
    },
    {
     "p": 0.05683119595050812,
     "m": 0.8108082413673401
    },
    {
     "p": 0.05164261907339096,
     "m": 0.8108082413673401
    },
    {
     "p": 0.10298561304807663,
     "m": 0.8108082413673401
    },
    {
     "p": 0.08417858183383942,
     "m": 0.8108082413673401
    },
    {
     "p": 0.08501190692186356,
     "m": 0.8108082413673401
    },
    {
     "p": 0.054166074842214584,
     "m": 0.8108082413673401
    },
    {
     "p": 0.06679430603981018,
     "m": 0.8108082413673401
    },
    {
     "p": 0.07273304462432861,
     "m": 0.8108082413673401
    },
    {
     "p": 0.026708347722887993,
     "m": 0.8108082413673401
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 1.851118564605713,
   "val_loss": 0.9768735766410828,
   "acc": 66.61,
   "time": 116.40048567300028,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.08784472942352295,
     "m": 0.9448620676994324
    },
    {
     "p": 0.000540439214091748,
     "m": 0.9448620676994324
    },
    {
     "p": 0.07589740306138992,
     "m": 0.9448620676994324
    },
    {
     "p": 0.009518764913082123,
     "m": 0.9448620676994324
    },
    {
     "p": 0.027799444273114204,
     "m": 0.9448620676994324
    },
    {
     "p": 0.0013761257287114859,
     "m": 0.9448620676994324
    },
    {
     "p": 0.08640801161527634,
     "m": 0.9448620676994324
    },
    {
     "p": 0.03938236087560654,
     "m": 0.9448620676994324
    },
    {
     "p": 0.038548026233911514,
     "m": 0.9448620676994324
    },
    {
     "p": 0.05856669694185257,
     "m": 0.9448620676994324
    },
    {
     "p": 0.06903450936079025,
     "m": 0.9448620676994324
    },
    {
     "p": 0.13416294753551483,
     "m": 0.9448620676994324
    },
    {
     "p": 0.09767907857894897,
     "m": 0.9448620676994324
    },
    {
     "p": 0.08804226666688919,
     "m": 0.9448620676994324
    },
    {
     "p": 0.06089852750301361,
     "m": 0.9448620676994324
    },
    {
     "p": 0.03931126743555069,
     "m": 0.9448620676994324
    },
    {
     "p": 0.08400297909975052,
     "m": 0.9448620676994324
    },
    {
     "p": 0.0009863523300737143,
     "m": 0.9448620676994324
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 1.8317408561706543,
   "val_loss": 0.9063403010368347,
   "acc": 66.32,
   "time": 118.41555567099977,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07618261128664017,
     "m": 0.8248075842857361
    },
    {
     "p": 0.020599303767085075,
     "m": 0.8248075842857361
    },
    {
     "p": 0.07508068531751633,
     "m": 0.8248075842857361
    },
    {
     "p": 0.03858199343085289,
     "m": 0.8248075842857361
    },
    {
     "p": 0.015687867999076843,
     "m": 0.8248075842857361
    },
    {
     "p": 0.01851954683661461,
     "m": 0.8248075842857361
    },
    {
     "p": 0.07552172243595123,
     "m": 0.8248075842857361
    },
    {
     "p": 0.015760190784931183,
     "m": 0.8248075842857361
    },
    {
     "p": 0.05369657278060913,
     "m": 0.8248075842857361
    },
    {
     "p": 0.06633993238210678,
     "m": 0.8248075842857361
    },
    {
     "p": 0.05841156840324402,
     "m": 0.8248075842857361
    },
    {
     "p": 0.09309796988964081,
     "m": 0.8248075842857361
    },
    {
     "p": 0.09277940541505814,
     "m": 0.8248075842857361
    },
    {
     "p": 0.0844506174325943,
     "m": 0.8248075842857361
    },
    {
     "p": 0.06408872455358505,
     "m": 0.8248075842857361
    },
    {
     "p": 0.054481104016304016,
     "m": 0.8248075842857361
    },
    {
     "p": 0.0773497149348259,
     "m": 0.8248075842857361
    },
    {
     "p": 0.019370384514331818,
     "m": 0.8248075842857361
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 1.9404244422912598,
   "val_loss": 1.0174764394760132,
   "acc": 66.45,
   "time": 121.33216253599994,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.05932171270251274,
     "m": 0.6829951405525208
    },
    {
     "p": 0.010824966244399548,
     "m": 0.6829951405525208
    },
    {
     "p": 0.08297323435544968,
     "m": 0.6829951405525208
    },
    {
     "p": 0.052365582436323166,
     "m": 0.6829951405525208
    },
    {
     "p": 0.02958708070218563,
     "m": 0.6829951405525208
    },
    {
     "p": 0.019592393189668655,
     "m": 0.6829951405525208
    },
    {
     "p": 0.08264485001564026,
     "m": 0.6829951405525208
    },
    {
     "p": 0.028320131823420525,
     "m": 0.6829951405525208
    },
    {
     "p": 0.04325205832719803,
     "m": 0.6829951405525208
    },
    {
     "p": 0.07471376657485962,
     "m": 0.6829951405525208
    },
    {
     "p": 0.052745040506124496,
     "m": 0.6829951405525208
    },
    {
     "p": 0.10772036761045456,
     "m": 0.6829951405525208
    },
    {
     "p": 0.09533210843801498,
     "m": 0.6829951405525208
    },
    {
     "p": 0.06505740433931351,
     "m": 0.6829951405525208
    },
    {
     "p": 0.05086526274681091,
     "m": 0.6829951405525208
    },
    {
     "p": 0.05615383759140968,
     "m": 0.6829951405525208
    },
    {
     "p": 0.0642467811703682,
     "m": 0.6829951405525208
    },
    {
     "p": 0.02428347058594227,
     "m": 0.6829951405525208
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 1.8817458152770996,
   "val_loss": 0.9369518160820007,
   "acc": 67.38,
   "time": 117.53090707799993,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07439190149307251,
     "m": 0.8419678807258606
    },
    {
     "p": 0.008984332904219627,
     "m": 0.8419678807258606
    },
    {
     "p": 0.06944606453180313,
     "m": 0.8419678807258606
    },
    {
     "p": 0.04544825851917267,
     "m": 0.8419678807258606
    },
    {
     "p": 0.019961314275860786,
     "m": 0.8419678807258606
    },
    {
     "p": 0.02389891818165779,
     "m": 0.8419678807258606
    },
    {
     "p": 0.10718041658401489,
     "m": 0.8419678807258606
    },
    {
     "p": 0.023447323590517044,
     "m": 0.8419678807258606
    },
    {
     "p": 0.05863739550113678,
     "m": 0.8419678807258606
    },
    {
     "p": 0.05993844196200371,
     "m": 0.8419678807258606
    },
    {
     "p": 0.06197260692715645,
     "m": 0.8419678807258606
    },
    {
     "p": 0.07827102392911911,
     "m": 0.8419678807258606
    },
    {
     "p": 0.09190551936626434,
     "m": 0.8419678807258606
    },
    {
     "p": 0.07948410511016846,
     "m": 0.8419678807258606
    },
    {
     "p": 0.04877782613039017,
     "m": 0.8419678807258606
    },
    {
     "p": 0.057092368602752686,
     "m": 0.8419678807258606
    },
    {
     "p": 0.06410960853099823,
     "m": 0.8419678807258606
    },
    {
     "p": 0.027052653953433037,
     "m": 0.8419678807258606
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 1.5445948839187622,
   "val_loss": 1.0297569036483765,
   "acc": 65.6,
   "time": 116.29104587100028,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0644688680768013,
     "m": 0.843115508556366
    },
    {
     "p": 0.0005275383591651917,
     "m": 0.843115508556366
    },
    {
     "p": 0.07183188945055008,
     "m": 0.843115508556366
    },
    {
     "p": 0.048627790063619614,
     "m": 0.843115508556366
    },
    {
     "p": 0.014007770456373692,
     "m": 0.843115508556366
    },
    {
     "p": 0.022407548502087593,
     "m": 0.843115508556366
    },
    {
     "p": 0.0895908921957016,
     "m": 0.843115508556366
    },
    {
     "p": 0.03920573368668556,
     "m": 0.843115508556366
    },
    {
     "p": 0.04891287907958031,
     "m": 0.843115508556366
    },
    {
     "p": 0.07112757116556168,
     "m": 0.843115508556366
    },
    {
     "p": 0.07014090567827225,
     "m": 0.843115508556366
    },
    {
     "p": 0.08019191771745682,
     "m": 0.843115508556366
    },
    {
     "p": 0.07971937954425812,
     "m": 0.843115508556366
    },
    {
     "p": 0.0824282169342041,
     "m": 0.843115508556366
    },
    {
     "p": 0.05690453201532364,
     "m": 0.843115508556366
    },
    {
     "p": 0.05042366310954094,
     "m": 0.843115508556366
    },
    {
     "p": 0.08186555653810501,
     "m": 0.843115508556366
    },
    {
     "p": 0.027617380023002625,
     "m": 0.843115508556366
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 1.9572423696517944,
   "val_loss": 0.9957888722419739,
   "acc": 65.87,
   "time": 116.77457511000011,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07178723067045212,
     "m": 0.8924154043197632
    },
    {
     "p": 0.004624339751899242,
     "m": 0.8924154043197632
    },
    {
     "p": 0.08690738677978516,
     "m": 0.8924154043197632
    },
    {
     "p": 0.03206200152635574,
     "m": 0.8924154043197632
    },
    {
     "p": 0.02397523634135723,
     "m": 0.8924154043197632
    },
    {
     "p": 0.03036271594464779,
     "m": 0.8924154043197632
    },
    {
     "p": 0.09462358057498932,
     "m": 0.8924154043197632
    },
    {
     "p": 0.026920851320028305,
     "m": 0.8924154043197632
    },
    {
     "p": 0.049581848084926605,
     "m": 0.8924154043197632
    },
    {
     "p": 0.06458203494548798,
     "m": 0.8924154043197632
    },
    {
     "p": 0.06824805587530136,
     "m": 0.8924154043197632
    },
    {
     "p": 0.08935067057609558,
     "m": 0.8924154043197632
    },
    {
     "p": 0.06625371426343918,
     "m": 0.8924154043197632
    },
    {
     "p": 0.08765403926372528,
     "m": 0.8924154043197632
    },
    {
     "p": 0.06326882541179657,
     "m": 0.8924154043197632
    },
    {
     "p": 0.04613591358065605,
     "m": 0.8924154043197632
    },
    {
     "p": 0.06680608540773392,
     "m": 0.8924154043197632
    },
    {
     "p": 0.02685539983212948,
     "m": 0.8924154043197632
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 1.8647375106811523,
   "val_loss": 0.8883258700370789,
   "acc": 67.66,
   "time": 114.69712909100008,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06071269512176514,
     "m": 0.849376380443573
    },
    {
     "p": 0.017329175025224686,
     "m": 0.849376380443573
    },
    {
     "p": 0.07478058338165283,
     "m": 0.849376380443573
    },
    {
     "p": 0.048101529479026794,
     "m": 0.849376380443573
    },
    {
     "p": 0.02086157537996769,
     "m": 0.849376380443573
    },
    {
     "p": 0.025058770552277565,
     "m": 0.849376380443573
    },
    {
     "p": 0.07955562323331833,
     "m": 0.849376380443573
    },
    {
     "p": 0.04037582874298096,
     "m": 0.849376380443573
    },
    {
     "p": 0.05117976292967796,
     "m": 0.849376380443573
    },
    {
     "p": 0.05716479942202568,
     "m": 0.849376380443573
    },
    {
     "p": 0.06268410384654999,
     "m": 0.849376380443573
    },
    {
     "p": 0.09361427277326584,
     "m": 0.849376380443573
    },
    {
     "p": 0.07549560070037842,
     "m": 0.849376380443573
    },
    {
     "p": 0.08124048262834549,
     "m": 0.849376380443573
    },
    {
     "p": 0.058316607028245926,
     "m": 0.849376380443573
    },
    {
     "p": 0.05312444269657135,
     "m": 0.849376380443573
    },
    {
     "p": 0.07729069143533707,
     "m": 0.849376380443573
    },
    {
     "p": 0.02311338111758232,
     "m": 0.849376380443573
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 1.341559648513794,
   "val_loss": 0.8846511840820312,
   "acc": 68.26,
   "time": 115.71828079500028,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.08642832189798355,
     "m": 0.7794390916824341
    },
    {
     "p": 0.014426745474338531,
     "m": 0.7794390916824341
    },
    {
     "p": 0.08127613365650177,
     "m": 0.7794390916824341
    },
    {
     "p": 0.024985862895846367,
     "m": 0.7794390916824341
    },
    {
     "p": 0.012285208329558372,
     "m": 0.7794390916824341
    },
    {
     "p": 0.02559443563222885,
     "m": 0.7794390916824341
    },
    {
     "p": 0.09908270090818405,
     "m": 0.7794390916824341
    },
    {
     "p": 0.04163910821080208,
     "m": 0.7794390916824341
    },
    {
     "p": 0.050719004124403,
     "m": 0.7794390916824341
    },
    {
     "p": 0.061317332088947296,
     "m": 0.7794390916824341
    },
    {
     "p": 0.02450423315167427,
     "m": 0.7794390916824341
    },
    {
     "p": 0.11865449696779251,
     "m": 0.7794390916824341
    },
    {
     "p": 0.07766859233379364,
     "m": 0.7794390916824341
    },
    {
     "p": 0.08725594729185104,
     "m": 0.7794390916824341
    },
    {
     "p": 0.05492042377591133,
     "m": 0.7794390916824341
    },
    {
     "p": 0.051481835544109344,
     "m": 0.7794390916824341
    },
    {
     "p": 0.06047014147043228,
     "m": 0.7794390916824341
    },
    {
     "p": 0.027289409190416336,
     "m": 0.7794390916824341
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 1.8654310703277588,
   "val_loss": 0.8485869765281677,
   "acc": 66.8,
   "time": 116.45811391999996,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.08396223187446594,
     "m": 0.8228103518486023
    },
    {
     "p": 0.0005360990180633962,
     "m": 0.8228103518486023
    },
    {
     "p": 0.047002773731946945,
     "m": 0.8228103518486023
    },
    {
     "p": 0.036890480667352676,
     "m": 0.8228103518486023
    },
    {
     "p": 0.024181663990020752,
     "m": 0.8228103518486023
    },
    {
     "p": 0.01809830777347088,
     "m": 0.8228103518486023
    },
    {
     "p": 0.09015322476625443,
     "m": 0.8228103518486023
    },
    {
     "p": 0.04324483126401901,
     "m": 0.8228103518486023
    },
    {
     "p": 0.0546889454126358,
     "m": 0.8228103518486023
    },
    {
     "p": 0.05961141735315323,
     "m": 0.8228103518486023
    },
    {
     "p": 0.07769636064767838,
     "m": 0.8228103518486023
    },
    {
     "p": 0.11732910573482513,
     "m": 0.8228103518486023
    },
    {
     "p": 0.07895084470510483,
     "m": 0.8228103518486023
    },
    {
     "p": 0.0844944566488266,
     "m": 0.8228103518486023
    },
    {
     "p": 0.03589988872408867,
     "m": 0.8228103518486023
    },
    {
     "p": 0.0441836342215538,
     "m": 0.8228103518486023
    },
    {
     "p": 0.06070340797305107,
     "m": 0.8228103518486023
    },
    {
     "p": 0.04237232729792595,
     "m": 0.8228103518486023
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 1.6348869800567627,
   "val_loss": 1.0389593839645386,
   "acc": 66.72,
   "time": 115.51403478800012,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07868194580078125,
     "m": 0.5606945753097534
    },
    {
     "p": 0.00999209564179182,
     "m": 0.5606945753097534
    },
    {
     "p": 0.08574196696281433,
     "m": 0.5606945753097534
    },
    {
     "p": 0.046201519668102264,
     "m": 0.5606945753097534
    },
    {
     "p": 0.025706477463245392,
     "m": 0.5606945753097534
    },
    {
     "p": 0.014683013781905174,
     "m": 0.5606945753097534
    },
    {
     "p": 0.09864172339439392,
     "m": 0.5606945753097534
    },
    {
     "p": 0.031464822590351105,
     "m": 0.5606945753097534
    },
    {
     "p": 0.05645082890987396,
     "m": 0.5606945753097534
    },
    {
     "p": 0.05515842139720917,
     "m": 0.5606945753097534
    },
    {
     "p": 0.057584743946790695,
     "m": 0.5606945753097534
    },
    {
     "p": 0.1048780232667923,
     "m": 0.5606945753097534
    },
    {
     "p": 0.0854998454451561,
     "m": 0.5606945753097534
    },
    {
     "p": 0.056206878274679184,
     "m": 0.5606945753097534
    },
    {
     "p": 0.04901320859789848,
     "m": 0.5606945753097534
    },
    {
     "p": 0.05772970989346504,
     "m": 0.5606945753097534
    },
    {
     "p": 0.052980437874794006,
     "m": 0.5606945753097534
    },
    {
     "p": 0.033384405076503754,
     "m": 0.5606945753097534
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 1.4885836839675903,
   "val_loss": 1.0497952699661255,
   "acc": 67.85,
   "time": 116.59901389200013,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07312014698982239,
     "m": 0.7392736077308655
    },
    {
     "p": 0.02358611486852169,
     "m": 0.7392736077308655
    },
    {
     "p": 0.09225499629974365,
     "m": 0.7392736077308655
    },
    {
     "p": 0.0487719364464283,
     "m": 0.7392736077308655
    },
    {
     "p": 0.02213922329246998,
     "m": 0.7392736077308655
    },
    {
     "p": 0.023021696135401726,
     "m": 0.7392736077308655
    },
    {
     "p": 0.08280947804450989,
     "m": 0.7392736077308655
    },
    {
     "p": 0.027626408264040947,
     "m": 0.7392736077308655
    },
    {
     "p": 0.04849479719996452,
     "m": 0.7392736077308655
    },
    {
     "p": 0.06208126246929169,
     "m": 0.7392736077308655
    },
    {
     "p": 0.06563150137662888,
     "m": 0.7392736077308655
    },
    {
     "p": 0.11201681941747665,
     "m": 0.7392736077308655
    },
    {
     "p": 0.07110866159200668,
     "m": 0.7392736077308655
    },
    {
     "p": 0.055092670023441315,
     "m": 0.7392736077308655
    },
    {
     "p": 0.05501403287053108,
     "m": 0.7392736077308655
    },
    {
     "p": 0.049567267298698425,
     "m": 0.7392736077308655
    },
    {
     "p": 0.06152180954813957,
     "m": 0.7392736077308655
    },
    {
     "p": 0.026141207665205002,
     "m": 0.7392736077308655
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 1.0003734827041626,
   "val_loss": 0.906491219997406,
   "acc": 67.35,
   "time": 115.25904354600016,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.08148497343063354,
     "m": 0.6636905074119568
    },
    {
     "p": 0.004381826147437096,
     "m": 0.6636905074119568
    },
    {
     "p": 0.08200428634881973,
     "m": 0.6636905074119568
    },
    {
     "p": 0.05487936735153198,
     "m": 0.6636905074119568
    },
    {
     "p": 0.015930576249957085,
     "m": 0.6636905074119568
    },
    {
     "p": 0.023954855278134346,
     "m": 0.6636905074119568
    },
    {
     "p": 0.0676259696483612,
     "m": 0.6636905074119568
    },
    {
     "p": 0.03525647521018982,
     "m": 0.6636905074119568
    },
    {
     "p": 0.04846654832363129,
     "m": 0.6636905074119568
    },
    {
     "p": 0.060160208493471146,
     "m": 0.6636905074119568
    },
    {
     "p": 0.05801678076386452,
     "m": 0.6636905074119568
    },
    {
     "p": 0.08852255344390869,
     "m": 0.6636905074119568
    },
    {
     "p": 0.07945635169744492,
     "m": 0.6636905074119568
    },
    {
     "p": 0.07747490704059601,
     "m": 0.6636905074119568
    },
    {
     "p": 0.05102207884192467,
     "m": 0.6636905074119568
    },
    {
     "p": 0.05634863302111626,
     "m": 0.6636905074119568
    },
    {
     "p": 0.08949588239192963,
     "m": 0.6636905074119568
    },
    {
     "p": 0.0255176592618227,
     "m": 0.6636905074119568
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 1.2780404090881348,
   "val_loss": 1.121907114982605,
   "acc": 68.53,
   "time": 112.19603112799996,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06774260848760605,
     "m": 0.6653050780296326
    },
    {
     "p": 0.036385565996170044,
     "m": 0.6653050780296326
    },
    {
     "p": 0.06113402545452118,
     "m": 0.6653050780296326
    },
    {
     "p": 0.04319187253713608,
     "m": 0.6653050780296326
    },
    {
     "p": 0.026370735839009285,
     "m": 0.6653050780296326
    },
    {
     "p": 0.031290315091609955,
     "m": 0.6653050780296326
    },
    {
     "p": 0.0851183757185936,
     "m": 0.6653050780296326
    },
    {
     "p": 0.025719279423356056,
     "m": 0.6653050780296326
    },
    {
     "p": 0.05491116642951965,
     "m": 0.6653050780296326
    },
    {
     "p": 0.05883236601948738,
     "m": 0.6653050780296326
    },
    {
     "p": 0.06874632090330124,
     "m": 0.6653050780296326
    },
    {
     "p": 0.09470812231302261,
     "m": 0.6653050780296326
    },
    {
     "p": 0.08479023724794388,
     "m": 0.6653050780296326
    },
    {
     "p": 0.08046814799308777,
     "m": 0.6653050780296326
    },
    {
     "p": 0.04971811920404434,
     "m": 0.6653050780296326
    },
    {
     "p": 0.04570187255740166,
     "m": 0.6653050780296326
    },
    {
     "p": 0.055224381387233734,
     "m": 0.6653050780296326
    },
    {
     "p": 0.02994634211063385,
     "m": 0.6653050780296326
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 1.5580304861068726,
   "val_loss": 0.9334279298782349,
   "acc": 68.52,
   "time": 115.10009475700008,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06655782461166382,
     "m": 0.6446914076805115
    },
    {
     "p": 0.021133221685886383,
     "m": 0.6446914076805115
    },
    {
     "p": 0.07502046227455139,
     "m": 0.6446914076805115
    },
    {
     "p": 0.039197809994220734,
     "m": 0.6446914076805115
    },
    {
     "p": 0.02802848070859909,
     "m": 0.6446914076805115
    },
    {
     "p": 0.03867286443710327,
     "m": 0.6446914076805115
    },
    {
     "p": 0.09550768882036209,
     "m": 0.6446914076805115
    },
    {
     "p": 0.023537995293736458,
     "m": 0.6446914076805115
    },
    {
     "p": 0.049827661365270615,
     "m": 0.6446914076805115
    },
    {
     "p": 0.05592816323041916,
     "m": 0.6446914076805115
    },
    {
     "p": 0.04646122828125954,
     "m": 0.6446914076805115
    },
    {
     "p": 0.10558230429887772,
     "m": 0.6446914076805115
    },
    {
     "p": 0.09555252641439438,
     "m": 0.6446914076805115
    },
    {
     "p": 0.06809385120868683,
     "m": 0.6446914076805115
    },
    {
     "p": 0.04487960785627365,
     "m": 0.6446914076805115
    },
    {
     "p": 0.04035268723964691,
     "m": 0.6446914076805115
    },
    {
     "p": 0.07962954044342041,
     "m": 0.6446914076805115
    },
    {
     "p": 0.026036100462079048,
     "m": 0.6446914076805115
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 1.3464367389678955,
   "val_loss": 0.99958336353302,
   "acc": 68.87,
   "time": 116.22163889999956,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07223823666572571,
     "m": 0.6349478363990784
    },
    {
     "p": 0.025870800018310547,
     "m": 0.6349478363990784
    },
    {
     "p": 0.07144147157669067,
     "m": 0.6349478363990784
    },
    {
     "p": 0.043526891618967056,
     "m": 0.6349478363990784
    },
    {
     "p": 0.028757525607943535,
     "m": 0.6349478363990784
    },
    {
     "p": 0.03158823400735855,
     "m": 0.6349478363990784
    },
    {
     "p": 0.07744167000055313,
     "m": 0.6349478363990784
    },
    {
     "p": 0.029236888512969017,
     "m": 0.6349478363990784
    },
    {
     "p": 0.043589793145656586,
     "m": 0.6349478363990784
    },
    {
     "p": 0.05704660341143608,
     "m": 0.6349478363990784
    },
    {
     "p": 0.07488315552473068,
     "m": 0.6349478363990784
    },
    {
     "p": 0.07530344277620316,
     "m": 0.6349478363990784
    },
    {
     "p": 0.07874429225921631,
     "m": 0.6349478363990784
    },
    {
     "p": 0.07255177944898605,
     "m": 0.6349478363990784
    },
    {
     "p": 0.061144571751356125,
     "m": 0.6349478363990784
    },
    {
     "p": 0.05645264685153961,
     "m": 0.6349478363990784
    },
    {
     "p": 0.06938999146223068,
     "m": 0.6349478363990784
    },
    {
     "p": 0.03079189360141754,
     "m": 0.6349478363990784
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 1.8592859506607056,
   "val_loss": 0.9747632741928101,
   "acc": 68.32,
   "time": 112.22555129900047,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.05286676809191704,
     "m": 0.6355624198913574
    },
    {
     "p": 0.015325907617807388,
     "m": 0.6355624198913574
    },
    {
     "p": 0.06288604438304901,
     "m": 0.6355624198913574
    },
    {
     "p": 0.050416115671396255,
     "m": 0.6355624198913574
    },
    {
     "p": 0.02680554799735546,
     "m": 0.6355624198913574
    },
    {
     "p": 0.026303371414542198,
     "m": 0.6355624198913574
    },
    {
     "p": 0.09380728006362915,
     "m": 0.6355624198913574
    },
    {
     "p": 0.04441928118467331,
     "m": 0.6355624198913574
    },
    {
     "p": 0.03471837937831879,
     "m": 0.6355624198913574
    },
    {
     "p": 0.04516495391726494,
     "m": 0.6355624198913574
    },
    {
     "p": 0.06547627598047256,
     "m": 0.6355624198913574
    },
    {
     "p": 0.10514518618583679,
     "m": 0.6355624198913574
    },
    {
     "p": 0.08284050971269608,
     "m": 0.6355624198913574
    },
    {
     "p": 0.053271111100912094,
     "m": 0.6355624198913574
    },
    {
     "p": 0.062449924647808075,
     "m": 0.6355624198913574
    },
    {
     "p": 0.06255485117435455,
     "m": 0.6355624198913574
    },
    {
     "p": 0.07832667231559753,
     "m": 0.6355624198913574
    },
    {
     "p": 0.03722185641527176,
     "m": 0.6355624198913574
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 1.620416283607483,
   "val_loss": 0.9340476393699646,
   "acc": 68.49,
   "time": 115.30887001600058,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.056448474526405334,
     "m": 0.7694521546363831
    },
    {
     "p": 0.0038221904542297125,
     "m": 0.7694521546363831
    },
    {
     "p": 0.08271946012973785,
     "m": 0.7694521546363831
    },
    {
     "p": 0.04815400764346123,
     "m": 0.7694521546363831
    },
    {
     "p": 0.03052564337849617,
     "m": 0.7694521546363831
    },
    {
     "p": 0.029102349653840065,
     "m": 0.7694521546363831
    },
    {
     "p": 0.08907776325941086,
     "m": 0.7694521546363831
    },
    {
     "p": 0.03958306089043617,
     "m": 0.7694521546363831
    },
    {
     "p": 0.04160398617386818,
     "m": 0.7694521546363831
    },
    {
     "p": 0.07448282837867737,
     "m": 0.7694521546363831
    },
    {
     "p": 0.0790296345949173,
     "m": 0.7694521546363831
    },
    {
     "p": 0.07204470783472061,
     "m": 0.7694521546363831
    },
    {
     "p": 0.07013887166976929,
     "m": 0.7694521546363831
    },
    {
     "p": 0.10235749930143356,
     "m": 0.7694521546363831
    },
    {
     "p": 0.0703304186463356,
     "m": 0.7694521546363831
    },
    {
     "p": 0.02094288542866707,
     "m": 0.7694521546363831
    },
    {
     "p": 0.05780594050884247,
     "m": 0.7694521546363831
    },
    {
     "p": 0.031830303370952606,
     "m": 0.7694521546363831
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 1.2033381462097168,
   "val_loss": 0.898750364780426,
   "acc": 68.81,
   "time": 116.53178203199968,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07260249555110931,
     "m": 0.721087634563446
    },
    {
     "p": 0.008662201464176178,
     "m": 0.721087634563446
    },
    {
     "p": 0.07995527982711792,
     "m": 0.721087634563446
    },
    {
     "p": 0.03127187490463257,
     "m": 0.721087634563446
    },
    {
     "p": 0.0006737630465067923,
     "m": 0.721087634563446
    },
    {
     "p": 0.02465309202671051,
     "m": 0.721087634563446
    },
    {
     "p": 0.09617958217859268,
     "m": 0.721087634563446
    },
    {
     "p": 0.04101468622684479,
     "m": 0.721087634563446
    },
    {
     "p": 0.056913867592811584,
     "m": 0.721087634563446
    },
    {
     "p": 0.04953145235776901,
     "m": 0.721087634563446
    },
    {
     "p": 0.0701790526509285,
     "m": 0.721087634563446
    },
    {
     "p": 0.09376898407936096,
     "m": 0.721087634563446
    },
    {
     "p": 0.10381940007209778,
     "m": 0.721087634563446
    },
    {
     "p": 0.0400565005838871,
     "m": 0.721087634563446
    },
    {
     "p": 0.05034756287932396,
     "m": 0.721087634563446
    },
    {
     "p": 0.05111052095890045,
     "m": 0.721087634563446
    },
    {
     "p": 0.09398776292800903,
     "m": 0.721087634563446
    },
    {
     "p": 0.03527189418673515,
     "m": 0.721087634563446
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 1.5378410816192627,
   "val_loss": 0.936066746711731,
   "acc": 68.24,
   "time": 116.07206279999991,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.05795002356171608,
     "m": 0.6496960520744324
    },
    {
     "p": 0.017132027074694633,
     "m": 0.6496960520744324
    },
    {
     "p": 0.08316198736429214,
     "m": 0.6496960520744324
    },
    {
     "p": 0.0463353656232357,
     "m": 0.6496960520744324
    },
    {
     "p": 0.02505049668252468,
     "m": 0.6496960520744324
    },
    {
     "p": 0.01233963668346405,
     "m": 0.6496960520744324
    },
    {
     "p": 0.08546096831560135,
     "m": 0.6496960520744324
    },
    {
     "p": 0.0396166555583477,
     "m": 0.6496960520744324
    },
    {
     "p": 0.05871744081377983,
     "m": 0.6496960520744324
    },
    {
     "p": 0.05993509292602539,
     "m": 0.6496960520744324
    },
    {
     "p": 0.06701278686523438,
     "m": 0.6496960520744324
    },
    {
     "p": 0.09033136069774628,
     "m": 0.6496960520744324
    },
    {
     "p": 0.08123774826526642,
     "m": 0.6496960520744324
    },
    {
     "p": 0.07361873984336853,
     "m": 0.6496960520744324
    },
    {
     "p": 0.067674420773983,
     "m": 0.6496960520744324
    },
    {
     "p": 0.04515184462070465,
     "m": 0.6496960520744324
    },
    {
     "p": 0.05808824300765991,
     "m": 0.6496960520744324
    },
    {
     "p": 0.031185219064354897,
     "m": 0.6496960520744324
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 1.3794752359390259,
   "val_loss": 0.8529504537582397,
   "acc": 69.33,
   "time": 116.49656854800014,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07568105310201645,
     "m": 0.7811636328697205
    },
    {
     "p": 0.017534928396344185,
     "m": 0.7811636328697205
    },
    {
     "p": 0.07095583528280258,
     "m": 0.7811636328697205
    },
    {
     "p": 0.05057458579540253,
     "m": 0.7811636328697205
    },
    {
     "p": 0.031152723357081413,
     "m": 0.7811636328697205
    },
    {
     "p": 0.014520833268761635,
     "m": 0.7811636328697205
    },
    {
     "p": 0.09324751794338226,
     "m": 0.7811636328697205
    },
    {
     "p": 0.031570643186569214,
     "m": 0.7811636328697205
    },
    {
     "p": 0.060973845422267914,
     "m": 0.7811636328697205
    },
    {
     "p": 0.060789015144109726,
     "m": 0.7811636328697205
    },
    {
     "p": 0.036242417991161346,
     "m": 0.7811636328697205
    },
    {
     "p": 0.10613755881786346,
     "m": 0.7811636328697205
    },
    {
     "p": 0.08080190420150757,
     "m": 0.7811636328697205
    },
    {
     "p": 0.08702711760997772,
     "m": 0.7811636328697205
    },
    {
     "p": 0.049897391349077225,
     "m": 0.7811636328697205
    },
    {
     "p": 0.04841778054833412,
     "m": 0.7811636328697205
    },
    {
     "p": 0.05138876289129257,
     "m": 0.7811636328697205
    },
    {
     "p": 0.03308602795004845,
     "m": 0.7811636328697205
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 1.2975574731826782,
   "val_loss": 1.2458209991455078,
   "acc": 69.02,
   "time": 115.89984006400027,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06402052193880081,
     "m": 0.6851588487625122
    },
    {
     "p": 0.02357928454875946,
     "m": 0.6851588487625122
    },
    {
     "p": 0.0716789960861206,
     "m": 0.6851588487625122
    },
    {
     "p": 0.05237710475921631,
     "m": 0.6851588487625122
    },
    {
     "p": 0.030264267697930336,
     "m": 0.6851588487625122
    },
    {
     "p": 0.025314772501587868,
     "m": 0.6851588487625122
    },
    {
     "p": 0.05913902074098587,
     "m": 0.6851588487625122
    },
    {
     "p": 0.04826780781149864,
     "m": 0.6851588487625122
    },
    {
     "p": 0.05261586606502533,
     "m": 0.6851588487625122
    },
    {
     "p": 0.05903152376413345,
     "m": 0.6851588487625122
    },
    {
     "p": 0.06134233623743057,
     "m": 0.6851588487625122
    },
    {
     "p": 0.09207440912723541,
     "m": 0.6851588487625122
    },
    {
     "p": 0.08277378976345062,
     "m": 0.6851588487625122
    },
    {
     "p": 0.06305485218763351,
     "m": 0.6851588487625122
    },
    {
     "p": 0.05936961993575096,
     "m": 0.6851588487625122
    },
    {
     "p": 0.05412009358406067,
     "m": 0.6851588487625122
    },
    {
     "p": 0.06616832315921783,
     "m": 0.6851588487625122
    },
    {
     "p": 0.03480740636587143,
     "m": 0.6851588487625122
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 1.520949125289917,
   "val_loss": 0.9434712529182434,
   "acc": 68.78,
   "time": 117.20631310600038,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07002829015254974,
     "m": 0.6022366881370544
    },
    {
     "p": 0.027664775028824806,
     "m": 0.6022366881370544
    },
    {
     "p": 0.06253187358379364,
     "m": 0.6022366881370544
    },
    {
     "p": 0.02808445133268833,
     "m": 0.6022366881370544
    },
    {
     "p": 0.03271836042404175,
     "m": 0.6022366881370544
    },
    {
     "p": 0.02331959642469883,
     "m": 0.6022366881370544
    },
    {
     "p": 0.07725352048873901,
     "m": 0.6022366881370544
    },
    {
     "p": 0.055307112634181976,
     "m": 0.6022366881370544
    },
    {
     "p": 0.05000827834010124,
     "m": 0.6022366881370544
    },
    {
     "p": 0.060768332332372665,
     "m": 0.6022366881370544
    },
    {
     "p": 0.0567183792591095,
     "m": 0.6022366881370544
    },
    {
     "p": 0.08086367696523666,
     "m": 0.6022366881370544
    },
    {
     "p": 0.08532296121120453,
     "m": 0.6022366881370544
    },
    {
     "p": 0.08352752774953842,
     "m": 0.6022366881370544
    },
    {
     "p": 0.05321646109223366,
     "m": 0.6022366881370544
    },
    {
     "p": 0.04584594815969467,
     "m": 0.6022366881370544
    },
    {
     "p": 0.07502269744873047,
     "m": 0.6022366881370544
    },
    {
     "p": 0.031797803938388824,
     "m": 0.6022366881370544
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 1.2805064916610718,
   "val_loss": 0.8985190391540527,
   "acc": 69.74,
   "time": 115.20713300600073,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.046904534101486206,
     "m": 0.5743241906166077
    },
    {
     "p": 0.02013733610510826,
     "m": 0.5743241906166077
    },
    {
     "p": 0.0712047591805458,
     "m": 0.5743241906166077
    },
    {
     "p": 0.040065694600343704,
     "m": 0.5743241906166077
    },
    {
     "p": 0.018324969336390495,
     "m": 0.5743241906166077
    },
    {
     "p": 0.05322928726673126,
     "m": 0.5743241906166077
    },
    {
     "p": 0.06267836689949036,
     "m": 0.5743241906166077
    },
    {
     "p": 0.04859546571969986,
     "m": 0.5743241906166077
    },
    {
     "p": 0.06705938279628754,
     "m": 0.5743241906166077
    },
    {
     "p": 0.058692578226327896,
     "m": 0.5743241906166077
    },
    {
     "p": 0.0384843535721302,
     "m": 0.5743241906166077
    },
    {
     "p": 0.09375004470348358,
     "m": 0.5743241906166077
    },
    {
     "p": 0.08359270542860031,
     "m": 0.5743241906166077
    },
    {
     "p": 0.09464314579963684,
     "m": 0.5743241906166077
    },
    {
     "p": 0.04455312341451645,
     "m": 0.5743241906166077
    },
    {
     "p": 0.032376356422901154,
     "m": 0.5743241906166077
    },
    {
     "p": 0.06988053023815155,
     "m": 0.5743241906166077
    },
    {
     "p": 0.05582743510603905,
     "m": 0.5743241906166077
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 1.0224186182022095,
   "val_loss": 0.897607147693634,
   "acc": 69.57,
   "time": 116.52236420600002,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07738267630338669,
     "m": 0.6255267858505249
    },
    {
     "p": 0.02252313867211342,
     "m": 0.6255267858505249
    },
    {
     "p": 0.08162800222635269,
     "m": 0.6255267858505249
    },
    {
     "p": 0.04097316041588783,
     "m": 0.6255267858505249
    },
    {
     "p": 0.04238472506403923,
     "m": 0.6255267858505249
    },
    {
     "p": 0.033319201320409775,
     "m": 0.6255267858505249
    },
    {
     "p": 0.061095040291547775,
     "m": 0.6255267858505249
    },
    {
     "p": 0.04635201394557953,
     "m": 0.6255267858505249
    },
    {
     "p": 0.052250683307647705,
     "m": 0.6255267858505249
    },
    {
     "p": 0.05061304196715355,
     "m": 0.6255267858505249
    },
    {
     "p": 0.06027011573314667,
     "m": 0.6255267858505249
    },
    {
     "p": 0.07939109951257706,
     "m": 0.6255267858505249
    },
    {
     "p": 0.08820580691099167,
     "m": 0.6255267858505249
    },
    {
     "p": 0.07873766124248505,
     "m": 0.6255267858505249
    },
    {
     "p": 0.04527554288506508,
     "m": 0.6255267858505249
    },
    {
     "p": 0.06827472150325775,
     "m": 0.6255267858505249
    },
    {
     "p": 0.06713631749153137,
     "m": 0.6255267858505249
    },
    {
     "p": 0.004187049809843302,
     "m": 0.6255267858505249
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 1.0590627193450928,
   "val_loss": 1.0723707675933838,
   "acc": 70.06,
   "time": 118.01041650099978,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.08002589643001556,
     "m": 0.6137150526046753
    },
    {
     "p": 0.013599657453596592,
     "m": 0.6137150526046753
    },
    {
     "p": 0.0672331377863884,
     "m": 0.6137150526046753
    },
    {
     "p": 0.041948892176151276,
     "m": 0.6137150526046753
    },
    {
     "p": 0.02185755781829357,
     "m": 0.6137150526046753
    },
    {
     "p": 0.028275851160287857,
     "m": 0.6137150526046753
    },
    {
     "p": 0.07395299524068832,
     "m": 0.6137150526046753
    },
    {
     "p": 0.048955123871564865,
     "m": 0.6137150526046753
    },
    {
     "p": 0.06027808040380478,
     "m": 0.6137150526046753
    },
    {
     "p": 0.06720677763223648,
     "m": 0.6137150526046753
    },
    {
     "p": 0.04639148339629173,
     "m": 0.6137150526046753
    },
    {
     "p": 0.09998659044504166,
     "m": 0.6137150526046753
    },
    {
     "p": 0.0633542612195015,
     "m": 0.6137150526046753
    },
    {
     "p": 0.08324557542800903,
     "m": 0.6137150526046753
    },
    {
     "p": 0.04834366589784622,
     "m": 0.6137150526046753
    },
    {
     "p": 0.04506922513246536,
     "m": 0.6137150526046753
    },
    {
     "p": 0.0787077248096466,
     "m": 0.6137150526046753
    },
    {
     "p": 0.03156756982207298,
     "m": 0.6137150526046753
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 1.1934930086135864,
   "val_loss": 0.9005530476570129,
   "acc": 70.01,
   "time": 120.59978503500042,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06567440181970596,
     "m": 0.6916406154632568
    },
    {
     "p": 0.013838503509759903,
     "m": 0.6916406154632568
    },
    {
     "p": 0.049615032970905304,
     "m": 0.6916406154632568
    },
    {
     "p": 0.0511556975543499,
     "m": 0.6916406154632568
    },
    {
     "p": 0.026909291744232178,
     "m": 0.6916406154632568
    },
    {
     "p": 0.03348248824477196,
     "m": 0.6916406154632568
    },
    {
     "p": 0.07965818047523499,
     "m": 0.6916406154632568
    },
    {
     "p": 0.038788262754678726,
     "m": 0.6916406154632568
    },
    {
     "p": 0.06603295356035233,
     "m": 0.6916406154632568
    },
    {
     "p": 0.06487050652503967,
     "m": 0.6916406154632568
    },
    {
     "p": 0.06463082879781723,
     "m": 0.6916406154632568
    },
    {
     "p": 0.08463399857282639,
     "m": 0.6916406154632568
    },
    {
     "p": 0.08149632811546326,
     "m": 0.6916406154632568
    },
    {
     "p": 0.08179870992898941,
     "m": 0.6916406154632568
    },
    {
     "p": 0.054616529494524,
     "m": 0.6916406154632568
    },
    {
     "p": 0.03920422121882439,
     "m": 0.6916406154632568
    },
    {
     "p": 0.07719672471284866,
     "m": 0.6916406154632568
    },
    {
     "p": 0.026397308334708214,
     "m": 0.6916406154632568
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 1.3844835758209229,
   "val_loss": 0.8317026495933533,
   "acc": 69.87,
   "time": 122.69830229299987,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07407725602388382,
     "m": 0.591589093208313
    },
    {
     "p": 0.025998806580901146,
     "m": 0.591589093208313
    },
    {
     "p": 0.06435801088809967,
     "m": 0.591589093208313
    },
    {
     "p": 0.04402187094092369,
     "m": 0.591589093208313
    },
    {
     "p": 0.02877344936132431,
     "m": 0.591589093208313
    },
    {
     "p": 0.04074697941541672,
     "m": 0.591589093208313
    },
    {
     "p": 0.07614955306053162,
     "m": 0.591589093208313
    },
    {
     "p": 0.03640836849808693,
     "m": 0.591589093208313
    },
    {
     "p": 0.05928439646959305,
     "m": 0.591589093208313
    },
    {
     "p": 0.08440708369016647,
     "m": 0.591589093208313
    },
    {
     "p": 0.06097573786973953,
     "m": 0.591589093208313
    },
    {
     "p": 0.09799251705408096,
     "m": 0.591589093208313
    },
    {
     "p": 0.06053446605801582,
     "m": 0.591589093208313
    },
    {
     "p": 0.06026202440261841,
     "m": 0.591589093208313
    },
    {
     "p": 0.05635657161474228,
     "m": 0.591589093208313
    },
    {
     "p": 0.036262866109609604,
     "m": 0.591589093208313
    },
    {
     "p": 0.06679759919643402,
     "m": 0.591589093208313
    },
    {
     "p": 0.026592491194605827,
     "m": 0.591589093208313
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 1.1015111207962036,
   "val_loss": 0.8839190006256104,
   "acc": 69.73,
   "time": 117.63834423300068,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07331748306751251,
     "m": 0.5100964307785034
    },
    {
     "p": 0.022976374253630638,
     "m": 0.5100964307785034
    },
    {
     "p": 0.05884230509400368,
     "m": 0.5100964307785034
    },
    {
     "p": 0.045060016214847565,
     "m": 0.5100964307785034
    },
    {
     "p": 0.03544418886303902,
     "m": 0.5100964307785034
    },
    {
     "p": 0.03482025861740112,
     "m": 0.5100964307785034
    },
    {
     "p": 0.08571791648864746,
     "m": 0.5100964307785034
    },
    {
     "p": 0.040457382798194885,
     "m": 0.5100964307785034
    },
    {
     "p": 0.06844033300876617,
     "m": 0.5100964307785034
    },
    {
     "p": 0.06660830229520798,
     "m": 0.5100964307785034
    },
    {
     "p": 0.06033911556005478,
     "m": 0.5100964307785034
    },
    {
     "p": 0.049375250935554504,
     "m": 0.5100964307785034
    },
    {
     "p": 0.09176905453205109,
     "m": 0.5100964307785034
    },
    {
     "p": 0.06706776469945908,
     "m": 0.5100964307785034
    },
    {
     "p": 0.057650376111269,
     "m": 0.5100964307785034
    },
    {
     "p": 0.033472348004579544,
     "m": 0.5100964307785034
    },
    {
     "p": 0.0787554532289505,
     "m": 0.5100964307785034
    },
    {
     "p": 0.029886025935411453,
     "m": 0.5100964307785034
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 1.0721588134765625,
   "val_loss": 0.7519103288650513,
   "acc": 70.09,
   "time": 121.9710027709998,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06885691732168198,
     "m": 0.45314082503318787
    },
    {
     "p": 0.026724761351943016,
     "m": 0.45314082503318787
    },
    {
     "p": 0.07498776167631149,
     "m": 0.45314082503318787
    },
    {
     "p": 0.029420340433716774,
     "m": 0.45314082503318787
    },
    {
     "p": 0.03016403131186962,
     "m": 0.45314082503318787
    },
    {
     "p": 0.03757408261299133,
     "m": 0.45314082503318787
    },
    {
     "p": 0.08365382254123688,
     "m": 0.45314082503318787
    },
    {
     "p": 0.05358337238430977,
     "m": 0.45314082503318787
    },
    {
     "p": 0.06412410736083984,
     "m": 0.45314082503318787
    },
    {
     "p": 0.06804437935352325,
     "m": 0.45314082503318787
    },
    {
     "p": 0.060932449996471405,
     "m": 0.45314082503318787
    },
    {
     "p": 0.08762587606906891,
     "m": 0.45314082503318787
    },
    {
     "p": 0.0715535432100296,
     "m": 0.45314082503318787
    },
    {
     "p": 0.06392091512680054,
     "m": 0.45314082503318787
    },
    {
     "p": 0.05809532850980759,
     "m": 0.45314082503318787
    },
    {
     "p": 0.03504355251789093,
     "m": 0.45314082503318787
    },
    {
     "p": 0.05922219902276993,
     "m": 0.45314082503318787
    },
    {
     "p": 0.026472631841897964,
     "m": 0.45314082503318787
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 0.6801939010620117,
   "val_loss": 0.9098758101463318,
   "acc": 69.61,
   "time": 125.41127743600009,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0733661875128746,
     "m": 0.41407090425491333
    },
    {
     "p": 0.03730982169508934,
     "m": 0.41407090425491333
    },
    {
     "p": 0.06643534451723099,
     "m": 0.41407090425491333
    },
    {
     "p": 0.050703976303339005,
     "m": 0.41407090425491333
    },
    {
     "p": 0.023977860808372498,
     "m": 0.41407090425491333
    },
    {
     "p": 0.029120229184627533,
     "m": 0.41407090425491333
    },
    {
     "p": 0.06970835477113724,
     "m": 0.41407090425491333
    },
    {
     "p": 0.03137676790356636,
     "m": 0.41407090425491333
    },
    {
     "p": 0.05601800978183746,
     "m": 0.41407090425491333
    },
    {
     "p": 0.06471934169530869,
     "m": 0.41407090425491333
    },
    {
     "p": 0.05275331065058708,
     "m": 0.41407090425491333
    },
    {
     "p": 0.0799446627497673,
     "m": 0.41407090425491333
    },
    {
     "p": 0.08987253904342651,
     "m": 0.41407090425491333
    },
    {
     "p": 0.060307200998067856,
     "m": 0.41407090425491333
    },
    {
     "p": 0.050199445337057114,
     "m": 0.41407090425491333
    },
    {
     "p": 0.056923892349004745,
     "m": 0.41407090425491333
    },
    {
     "p": 0.061573099344968796,
     "m": 0.41407090425491333
    },
    {
     "p": 0.04569005221128464,
     "m": 0.41407090425491333
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 0.9141031503677368,
   "val_loss": 0.9503589868545532,
   "acc": 68.76,
   "time": 123.5208739740001,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07618409395217896,
     "m": 0.5200142860412598
    },
    {
     "p": 0.02579171024262905,
     "m": 0.5200142860412598
    },
    {
     "p": 0.07461636513471603,
     "m": 0.5200142860412598
    },
    {
     "p": 0.049906447529792786,
     "m": 0.5200142860412598
    },
    {
     "p": 0.02758367918431759,
     "m": 0.5200142860412598
    },
    {
     "p": 0.023865217342972755,
     "m": 0.5200142860412598
    },
    {
     "p": 0.07689180225133896,
     "m": 0.5200142860412598
    },
    {
     "p": 0.0457342229783535,
     "m": 0.5200142860412598
    },
    {
     "p": 0.05368822440505028,
     "m": 0.5200142860412598
    },
    {
     "p": 0.057727888226509094,
     "m": 0.5200142860412598
    },
    {
     "p": 0.04394522309303284,
     "m": 0.5200142860412598
    },
    {
     "p": 0.08100685477256775,
     "m": 0.5200142860412598
    },
    {
     "p": 0.08233146369457245,
     "m": 0.5200142860412598
    },
    {
     "p": 0.07933010905981064,
     "m": 0.5200142860412598
    },
    {
     "p": 0.05966382101178169,
     "m": 0.5200142860412598
    },
    {
     "p": 0.045283958315849304,
     "m": 0.5200142860412598
    },
    {
     "p": 0.06635121256113052,
     "m": 0.5200142860412598
    },
    {
     "p": 0.030097724869847298,
     "m": 0.5200142860412598
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 1.402621865272522,
   "val_loss": 1.1104004383087158,
   "acc": 69.57,
   "time": 121.96751408199998,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0520392507314682,
     "m": 0.7204098701477051
    },
    {
     "p": 0.03330470994114876,
     "m": 0.7204098701477051
    },
    {
     "p": 0.06639622896909714,
     "m": 0.7204098701477051
    },
    {
     "p": 0.06635081768035889,
     "m": 0.7204098701477051
    },
    {
     "p": 0.02134467475116253,
     "m": 0.7204098701477051
    },
    {
     "p": 0.027389582246541977,
     "m": 0.7204098701477051
    },
    {
     "p": 0.08976498246192932,
     "m": 0.7204098701477051
    },
    {
     "p": 0.027298610657453537,
     "m": 0.7204098701477051
    },
    {
     "p": 0.04749467223882675,
     "m": 0.7204098701477051
    },
    {
     "p": 0.06091685593128204,
     "m": 0.7204098701477051
    },
    {
     "p": 0.06188543513417244,
     "m": 0.7204098701477051
    },
    {
     "p": 0.09349386394023895,
     "m": 0.7204098701477051
    },
    {
     "p": 0.05901740491390228,
     "m": 0.7204098701477051
    },
    {
     "p": 0.07604570686817169,
     "m": 0.7204098701477051
    },
    {
     "p": 0.05393286049365997,
     "m": 0.7204098701477051
    },
    {
     "p": 0.05534772947430611,
     "m": 0.7204098701477051
    },
    {
     "p": 0.07209046930074692,
     "m": 0.7204098701477051
    },
    {
     "p": 0.03588620945811272,
     "m": 0.7204098701477051
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 1.437429428100586,
   "val_loss": 0.8657572269439697,
   "acc": 70.27,
   "time": 121.62746255000002,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.05556522309780121,
     "m": 0.7727892398834229
    },
    {
     "p": 0.030117735266685486,
     "m": 0.7727892398834229
    },
    {
     "p": 0.062148090451955795,
     "m": 0.7727892398834229
    },
    {
     "p": 0.050138238817453384,
     "m": 0.7727892398834229
    },
    {
     "p": 0.008001934736967087,
     "m": 0.7727892398834229
    },
    {
     "p": 0.022490300238132477,
     "m": 0.7727892398834229
    },
    {
     "p": 0.05137845128774643,
     "m": 0.7727892398834229
    },
    {
     "p": 0.049756016582250595,
     "m": 0.7727892398834229
    },
    {
     "p": 0.05007335543632507,
     "m": 0.7727892398834229
    },
    {
     "p": 0.06332699954509735,
     "m": 0.7727892398834229
    },
    {
     "p": 0.055755697190761566,
     "m": 0.7727892398834229
    },
    {
     "p": 0.1097353845834732,
     "m": 0.7727892398834229
    },
    {
     "p": 0.07604877650737762,
     "m": 0.7727892398834229
    },
    {
     "p": 0.0790114626288414,
     "m": 0.7727892398834229
    },
    {
     "p": 0.06909523904323578,
     "m": 0.7727892398834229
    },
    {
     "p": 0.05576438829302788,
     "m": 0.7727892398834229
    },
    {
     "p": 0.07088322937488556,
     "m": 0.7727892398834229
    },
    {
     "p": 0.040709469467401505,
     "m": 0.7727892398834229
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 1.3520945310592651,
   "val_loss": 0.9199667572975159,
   "acc": 69.91,
   "time": 122.37780479600042,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06356491148471832,
     "m": 0.7338085174560547
    },
    {
     "p": 0.01616874895989895,
     "m": 0.7338085174560547
    },
    {
     "p": 0.0844191163778305,
     "m": 0.7338085174560547
    },
    {
     "p": 0.03486030921339989,
     "m": 0.7338085174560547
    },
    {
     "p": 0.02882390469312668,
     "m": 0.7338085174560547
    },
    {
     "p": 0.03726102411746979,
     "m": 0.7338085174560547
    },
    {
     "p": 0.06875268369913101,
     "m": 0.7338085174560547
    },
    {
     "p": 0.02109779790043831,
     "m": 0.7338085174560547
    },
    {
     "p": 0.06369747966527939,
     "m": 0.7338085174560547
    },
    {
     "p": 0.06565927714109421,
     "m": 0.7338085174560547
    },
    {
     "p": 0.075376957654953,
     "m": 0.7338085174560547
    },
    {
     "p": 0.08465088158845901,
     "m": 0.7338085174560547
    },
    {
     "p": 0.07600018382072449,
     "m": 0.7338085174560547
    },
    {
     "p": 0.07625290006399155,
     "m": 0.7338085174560547
    },
    {
     "p": 0.05901050195097923,
     "m": 0.7338085174560547
    },
    {
     "p": 0.05746391415596008,
     "m": 0.7338085174560547
    },
    {
     "p": 0.05548546835780144,
     "m": 0.7338085174560547
    },
    {
     "p": 0.03145400062203407,
     "m": 0.7338085174560547
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 1.382467269897461,
   "val_loss": 0.9305442571640015,
   "acc": 69.86,
   "time": 122.37053780899987,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07353495061397552,
     "m": 0.7514373064041138
    },
    {
     "p": 0.022262658923864365,
     "m": 0.7514373064041138
    },
    {
     "p": 0.07235264778137207,
     "m": 0.7514373064041138
    },
    {
     "p": 0.0378352627158165,
     "m": 0.7514373064041138
    },
    {
     "p": 0.02643626555800438,
     "m": 0.7514373064041138
    },
    {
     "p": 0.038630519062280655,
     "m": 0.7514373064041138
    },
    {
     "p": 0.06778742372989655,
     "m": 0.7514373064041138
    },
    {
     "p": 0.04389108717441559,
     "m": 0.7514373064041138
    },
    {
     "p": 0.05142088606953621,
     "m": 0.7514373064041138
    },
    {
     "p": 0.027640728279948235,
     "m": 0.7514373064041138
    },
    {
     "p": 0.04121387377381325,
     "m": 0.7514373064041138
    },
    {
     "p": 0.08368971198797226,
     "m": 0.7514373064041138
    },
    {
     "p": 0.08613314479589462,
     "m": 0.7514373064041138
    },
    {
     "p": 0.086636483669281,
     "m": 0.7514373064041138
    },
    {
     "p": 0.05765542760491371,
     "m": 0.7514373064041138
    },
    {
     "p": 0.0487496554851532,
     "m": 0.7514373064041138
    },
    {
     "p": 0.09112121164798737,
     "m": 0.7514373064041138
    },
    {
     "p": 0.043007928878068924,
     "m": 0.7514373064041138
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 1.3532993793487549,
   "val_loss": 0.9738597273826599,
   "acc": 69.72,
   "time": 121.87123524500021,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0654347613453865,
     "m": 0.7377284169197083
    },
    {
     "p": 0.020744265988469124,
     "m": 0.7377284169197083
    },
    {
     "p": 0.07900474220514297,
     "m": 0.7377284169197083
    },
    {
     "p": 0.025752825662493706,
     "m": 0.7377284169197083
    },
    {
     "p": 0.02607063017785549,
     "m": 0.7377284169197083
    },
    {
     "p": 0.02957610972225666,
     "m": 0.7377284169197083
    },
    {
     "p": 0.08314228057861328,
     "m": 0.7377284169197083
    },
    {
     "p": 0.045017339289188385,
     "m": 0.7377284169197083
    },
    {
     "p": 0.06342834234237671,
     "m": 0.7377284169197083
    },
    {
     "p": 0.05605536326766014,
     "m": 0.7377284169197083
    },
    {
     "p": 0.05185215175151825,
     "m": 0.7377284169197083
    },
    {
     "p": 0.0980980396270752,
     "m": 0.7377284169197083
    },
    {
     "p": 0.08610924333333969,
     "m": 0.7377284169197083
    },
    {
     "p": 0.09956928342580795,
     "m": 0.7377284169197083
    },
    {
     "p": 0.060427285730838776,
     "m": 0.7377284169197083
    },
    {
     "p": 0.009595436044037342,
     "m": 0.7377284169197083
    },
    {
     "p": 0.05992155894637108,
     "m": 0.7377284169197083
    },
    {
     "p": 0.040200382471084595,
     "m": 0.7377284169197083
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 1.0161211490631104,
   "val_loss": 0.8907673358917236,
   "acc": 70.59,
   "time": 123.30316705899986,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06620163470506668,
     "m": 0.6490609645843506
    },
    {
     "p": 0.021256960928440094,
     "m": 0.6490609645843506
    },
    {
     "p": 0.06145504489541054,
     "m": 0.6490609645843506
    },
    {
     "p": 0.05220379680395126,
     "m": 0.6490609645843506
    },
    {
     "p": 0.035464148968458176,
     "m": 0.6490609645843506
    },
    {
     "p": 0.033460598438978195,
     "m": 0.6490609645843506
    },
    {
     "p": 0.07065292447805405,
     "m": 0.6490609645843506
    },
    {
     "p": 0.051408182829618454,
     "m": 0.6490609645843506
    },
    {
     "p": 0.0379909873008728,
     "m": 0.6490609645843506
    },
    {
     "p": 0.0771772712469101,
     "m": 0.6490609645843506
    },
    {
     "p": 0.06325069814920425,
     "m": 0.6490609645843506
    },
    {
     "p": 0.09910991787910461,
     "m": 0.6490609645843506
    },
    {
     "p": 0.08919799327850342,
     "m": 0.6490609645843506
    },
    {
     "p": 0.05985013395547867,
     "m": 0.6490609645843506
    },
    {
     "p": 0.06393801420927048,
     "m": 0.6490609645843506
    },
    {
     "p": 0.04427935555577278,
     "m": 0.6490609645843506
    },
    {
     "p": 0.040952492505311966,
     "m": 0.6490609645843506
    },
    {
     "p": 0.03214985132217407,
     "m": 0.6490609645843506
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 1.3057457208633423,
   "val_loss": 0.8237932920455933,
   "acc": 70.6,
   "time": 121.16850293299922,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.061324235051870346,
     "m": 0.6284810304641724
    },
    {
     "p": 0.016608599573373795,
     "m": 0.6284810304641724
    },
    {
     "p": 0.08024270087480545,
     "m": 0.6284810304641724
    },
    {
     "p": 0.01751169003546238,
     "m": 0.6284810304641724
    },
    {
     "p": 0.05106974020600319,
     "m": 0.6284810304641724
    },
    {
     "p": 0.04099593311548233,
     "m": 0.6284810304641724
    },
    {
     "p": 0.07090580463409424,
     "m": 0.6284810304641724
    },
    {
     "p": 0.041799791157245636,
     "m": 0.6284810304641724
    },
    {
     "p": 0.05950503796339035,
     "m": 0.6284810304641724
    },
    {
     "p": 0.054670918732881546,
     "m": 0.6284810304641724
    },
    {
     "p": 0.03607239946722984,
     "m": 0.6284810304641724
    },
    {
     "p": 0.07195676118135452,
     "m": 0.6284810304641724
    },
    {
     "p": 0.08551906794309616,
     "m": 0.6284810304641724
    },
    {
     "p": 0.07574988156557083,
     "m": 0.6284810304641724
    },
    {
     "p": 0.07111793011426926,
     "m": 0.6284810304641724
    },
    {
     "p": 0.05129958316683769,
     "m": 0.6284810304641724
    },
    {
     "p": 0.06865953654050827,
     "m": 0.6284810304641724
    },
    {
     "p": 0.044990312308073044,
     "m": 0.6284810304641724
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 1.3630915880203247,
   "val_loss": 0.7884662747383118,
   "acc": 69.89,
   "time": 123.96875619099956,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06518106907606125,
     "m": 0.6738371849060059
    },
    {
     "p": 0.035015083849430084,
     "m": 0.6738371849060059
    },
    {
     "p": 0.0750487819314003,
     "m": 0.6738371849060059
    },
    {
     "p": 0.057215750217437744,
     "m": 0.6738371849060059
    },
    {
     "p": 0.029432954266667366,
     "m": 0.6738371849060059
    },
    {
     "p": 0.03227303922176361,
     "m": 0.6738371849060059
    },
    {
     "p": 0.08528971672058105,
     "m": 0.6738371849060059
    },
    {
     "p": 0.04216247424483299,
     "m": 0.6738371849060059
    },
    {
     "p": 0.06557778269052505,
     "m": 0.6738371849060059
    },
    {
     "p": 0.05939112976193428,
     "m": 0.6738371849060059
    },
    {
     "p": 0.05789043754339218,
     "m": 0.6738371849060059
    },
    {
     "p": 0.0835023820400238,
     "m": 0.6738371849060059
    },
    {
     "p": 0.032703593373298645,
     "m": 0.6738371849060059
    },
    {
     "p": 0.06556452065706253,
     "m": 0.6738371849060059
    },
    {
     "p": 0.06828805059194565,
     "m": 0.6738371849060059
    },
    {
     "p": 0.042915064841508865,
     "m": 0.6738371849060059
    },
    {
     "p": 0.06597123295068741,
     "m": 0.6738371849060059
    },
    {
     "p": 0.03657691180706024,
     "m": 0.6738371849060059
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 1.2264660596847534,
   "val_loss": 1.0238779783248901,
   "acc": 70.37,
   "time": 122.70695430699925,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07580151408910751,
     "m": 0.7306526899337769
    },
    {
     "p": 0.026927290484309196,
     "m": 0.7306526899337769
    },
    {
     "p": 0.07090429961681366,
     "m": 0.7306526899337769
    },
    {
     "p": 0.04684274271130562,
     "m": 0.7306526899337769
    },
    {
     "p": 0.02140740305185318,
     "m": 0.7306526899337769
    },
    {
     "p": 0.034563809633255005,
     "m": 0.7306526899337769
    },
    {
     "p": 0.0729583278298378,
     "m": 0.7306526899337769
    },
    {
     "p": 0.04348474368453026,
     "m": 0.7306526899337769
    },
    {
     "p": 0.06186698004603386,
     "m": 0.7306526899337769
    },
    {
     "p": 0.059572312980890274,
     "m": 0.7306526899337769
    },
    {
     "p": 0.04019108787178993,
     "m": 0.7306526899337769
    },
    {
     "p": 0.09117645770311356,
     "m": 0.7306526899337769
    },
    {
     "p": 0.0532914400100708,
     "m": 0.7306526899337769
    },
    {
     "p": 0.06373155862092972,
     "m": 0.7306526899337769
    },
    {
     "p": 0.06472740322351456,
     "m": 0.7306526899337769
    },
    {
     "p": 0.05046570673584938,
     "m": 0.7306526899337769
    },
    {
     "p": 0.0717565193772316,
     "m": 0.7306526899337769
    },
    {
     "p": 0.05033034831285477,
     "m": 0.7306526899337769
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 1.1018829345703125,
   "val_loss": 0.8657830953598022,
   "acc": 70.45,
   "time": 123.02247116800027,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06896773725748062,
     "m": 0.6843866109848022
    },
    {
     "p": 0.013303397223353386,
     "m": 0.6843866109848022
    },
    {
     "p": 0.07397248595952988,
     "m": 0.6843866109848022
    },
    {
     "p": 0.04011009261012077,
     "m": 0.6843866109848022
    },
    {
     "p": 0.033892158418893814,
     "m": 0.6843866109848022
    },
    {
     "p": 0.03686719015240669,
     "m": 0.6843866109848022
    },
    {
     "p": 0.07367727160453796,
     "m": 0.6843866109848022
    },
    {
     "p": 0.03879502788186073,
     "m": 0.6843866109848022
    },
    {
     "p": 0.053891733288764954,
     "m": 0.6843866109848022
    },
    {
     "p": 0.05562683194875717,
     "m": 0.6843866109848022
    },
    {
     "p": 0.03857790678739548,
     "m": 0.6843866109848022
    },
    {
     "p": 0.09736888110637665,
     "m": 0.6843866109848022
    },
    {
     "p": 0.06446605175733566,
     "m": 0.6843866109848022
    },
    {
     "p": 0.09151734411716461,
     "m": 0.6843866109848022
    },
    {
     "p": 0.06664389371871948,
     "m": 0.6843866109848022
    },
    {
     "p": 0.053452298045158386,
     "m": 0.6843866109848022
    },
    {
     "p": 0.06577259302139282,
     "m": 0.6843866109848022
    },
    {
     "p": 0.03309718519449234,
     "m": 0.6843866109848022
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 1.5158538818359375,
   "val_loss": 0.9230183959007263,
   "acc": 70.63,
   "time": 121.55522692300019,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.08013943582773209,
     "m": 0.5407662987709045
    },
    {
     "p": 0.03211239352822304,
     "m": 0.5407662987709045
    },
    {
     "p": 0.07210694998502731,
     "m": 0.5407662987709045
    },
    {
     "p": 0.046711839735507965,
     "m": 0.5407662987709045
    },
    {
     "p": 0.039911456406116486,
     "m": 0.5407662987709045
    },
    {
     "p": 0.04421135410666466,
     "m": 0.5407662987709045
    },
    {
     "p": 0.08067277818918228,
     "m": 0.5407662987709045
    },
    {
     "p": 0.04779263958334923,
     "m": 0.5407662987709045
    },
    {
     "p": 0.03745396062731743,
     "m": 0.5407662987709045
    },
    {
     "p": 0.054397109895944595,
     "m": 0.5407662987709045
    },
    {
     "p": 0.03974517062306404,
     "m": 0.5407662987709045
    },
    {
     "p": 0.06489846855401993,
     "m": 0.5407662987709045
    },
    {
     "p": 0.07116694748401642,
     "m": 0.5407662987709045
    },
    {
     "p": 0.0693894475698471,
     "m": 0.5407662987709045
    },
    {
     "p": 0.06750474870204926,
     "m": 0.5407662987709045
    },
    {
     "p": 0.048125218600034714,
     "m": 0.5407662987709045
    },
    {
     "p": 0.06235582381486893,
     "m": 0.5407662987709045
    },
    {
     "p": 0.04130416363477707,
     "m": 0.5407662987709045
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 0.9807095527648926,
   "val_loss": 0.8052170276641846,
   "acc": 70.26,
   "time": 122.05929459799972,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0502614788711071,
     "m": 0.524549663066864
    },
    {
     "p": 0.024434885010123253,
     "m": 0.524549663066864
    },
    {
     "p": 0.0679476335644722,
     "m": 0.524549663066864
    },
    {
     "p": 0.07303997874259949,
     "m": 0.524549663066864
    },
    {
     "p": 0.019233759492635727,
     "m": 0.524549663066864
    },
    {
     "p": 0.042795054614543915,
     "m": 0.524549663066864
    },
    {
     "p": 0.07817905396223068,
     "m": 0.524549663066864
    },
    {
     "p": 0.041373010724782944,
     "m": 0.524549663066864
    },
    {
     "p": 0.06329222023487091,
     "m": 0.524549663066864
    },
    {
     "p": 0.07650408148765564,
     "m": 0.524549663066864
    },
    {
     "p": 0.06283692270517349,
     "m": 0.524549663066864
    },
    {
     "p": 0.06234346330165863,
     "m": 0.524549663066864
    },
    {
     "p": 0.07025396078824997,
     "m": 0.524549663066864
    },
    {
     "p": 0.05936837196350098,
     "m": 0.524549663066864
    },
    {
     "p": 0.06698061525821686,
     "m": 0.524549663066864
    },
    {
     "p": 0.047986362129449844,
     "m": 0.524549663066864
    },
    {
     "p": 0.05400875210762024,
     "m": 0.524549663066864
    },
    {
     "p": 0.03916037082672119,
     "m": 0.524549663066864
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 1.0974761247634888,
   "val_loss": 0.951837420463562,
   "acc": 70.15,
   "time": 123.8529240529997,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06280671060085297,
     "m": 0.4855056703090668
    },
    {
     "p": 0.01972041092813015,
     "m": 0.4855056703090668
    },
    {
     "p": 0.08219451457262039,
     "m": 0.4855056703090668
    },
    {
     "p": 0.046540722250938416,
     "m": 0.4855056703090668
    },
    {
     "p": 0.03841368108987808,
     "m": 0.4855056703090668
    },
    {
     "p": 0.04141958802938461,
     "m": 0.4855056703090668
    },
    {
     "p": 0.0745125338435173,
     "m": 0.4855056703090668
    },
    {
     "p": 0.043148722499608994,
     "m": 0.4855056703090668
    },
    {
     "p": 0.06373605877161026,
     "m": 0.4855056703090668
    },
    {
     "p": 0.05597345903515816,
     "m": 0.4855056703090668
    },
    {
     "p": 0.045495498925447464,
     "m": 0.4855056703090668
    },
    {
     "p": 0.054011426866054535,
     "m": 0.4855056703090668
    },
    {
     "p": 0.07142911851406097,
     "m": 0.4855056703090668
    },
    {
     "p": 0.06589332967996597,
     "m": 0.4855056703090668
    },
    {
     "p": 0.07466237992048264,
     "m": 0.4855056703090668
    },
    {
     "p": 0.054092470556497574,
     "m": 0.4855056703090668
    },
    {
     "p": 0.061286747455596924,
     "m": 0.4855056703090668
    },
    {
     "p": 0.04466262832283974,
     "m": 0.4855056703090668
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 1.0418031215667725,
   "val_loss": 1.093227744102478,
   "acc": 70.72,
   "time": 122.6534947400005,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06871950626373291,
     "m": 0.4674524664878845
    },
    {
     "p": 0.017256788909435272,
     "m": 0.4674524664878845
    },
    {
     "p": 0.05257418751716614,
     "m": 0.4674524664878845
    },
    {
     "p": 0.04398585110902786,
     "m": 0.4674524664878845
    },
    {
     "p": 0.044498953968286514,
     "m": 0.4674524664878845
    },
    {
     "p": 0.0480203740298748,
     "m": 0.4674524664878845
    },
    {
     "p": 0.07518009096384048,
     "m": 0.4674524664878845
    },
    {
     "p": 0.05784241110086441,
     "m": 0.4674524664878845
    },
    {
     "p": 0.04774860292673111,
     "m": 0.4674524664878845
    },
    {
     "p": 0.06387859582901001,
     "m": 0.4674524664878845
    },
    {
     "p": 0.059028275310993195,
     "m": 0.4674524664878845
    },
    {
     "p": 0.06579609960317612,
     "m": 0.4674524664878845
    },
    {
     "p": 0.06933264434337616,
     "m": 0.4674524664878845
    },
    {
     "p": 0.06581441313028336,
     "m": 0.4674524664878845
    },
    {
     "p": 0.06515862792730331,
     "m": 0.4674524664878845
    },
    {
     "p": 0.046895697712898254,
     "m": 0.4674524664878845
    },
    {
     "p": 0.06983812898397446,
     "m": 0.4674524664878845
    },
    {
     "p": 0.038430724292993546,
     "m": 0.4674524664878845
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 1.0996793508529663,
   "val_loss": 1.073830246925354,
   "acc": 70.09,
   "time": 121.69830624399947,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06220483407378197,
     "m": 0.41824373602867126
    },
    {
     "p": 0.03267603740096092,
     "m": 0.41824373602867126
    },
    {
     "p": 0.0938451960682869,
     "m": 0.41824373602867126
    },
    {
     "p": 0.039464306086301804,
     "m": 0.41824373602867126
    },
    {
     "p": 0.031063998118042946,
     "m": 0.41824373602867126
    },
    {
     "p": 0.04411787539720535,
     "m": 0.41824373602867126
    },
    {
     "p": 0.07988875359296799,
     "m": 0.41824373602867126
    },
    {
     "p": 0.028473617509007454,
     "m": 0.41824373602867126
    },
    {
     "p": 0.05427989736199379,
     "m": 0.41824373602867126
    },
    {
     "p": 0.05729657784104347,
     "m": 0.41824373602867126
    },
    {
     "p": 0.04522918909788132,
     "m": 0.41824373602867126
    },
    {
     "p": 0.06873856484889984,
     "m": 0.41824373602867126
    },
    {
     "p": 0.07853144407272339,
     "m": 0.41824373602867126
    },
    {
     "p": 0.06712497770786285,
     "m": 0.41824373602867126
    },
    {
     "p": 0.06828000396490097,
     "m": 0.41824373602867126
    },
    {
     "p": 0.047388121485710144,
     "m": 0.41824373602867126
    },
    {
     "p": 0.06867174059152603,
     "m": 0.41824373602867126
    },
    {
     "p": 0.03272484242916107,
     "m": 0.41824373602867126
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 0.8910772204399109,
   "val_loss": 0.8677082657814026,
   "acc": 71.0,
   "time": 123.35601623600087,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06886408478021622,
     "m": 0.42400923371315
    },
    {
     "p": 0.036742422729730606,
     "m": 0.42400923371315
    },
    {
     "p": 0.07444845885038376,
     "m": 0.42400923371315
    },
    {
     "p": 0.02521395869553089,
     "m": 0.42400923371315
    },
    {
     "p": 0.041290681809186935,
     "m": 0.42400923371315
    },
    {
     "p": 0.040955692529678345,
     "m": 0.42400923371315
    },
    {
     "p": 0.08860760182142258,
     "m": 0.42400923371315
    },
    {
     "p": 0.03759775683283806,
     "m": 0.42400923371315
    },
    {
     "p": 0.04666934534907341,
     "m": 0.42400923371315
    },
    {
     "p": 0.08527781069278717,
     "m": 0.42400923371315
    },
    {
     "p": 0.049616966396570206,
     "m": 0.42400923371315
    },
    {
     "p": 0.07006331533193588,
     "m": 0.42400923371315
    },
    {
     "p": 0.05939566344022751,
     "m": 0.42400923371315
    },
    {
     "p": 0.05509180575609207,
     "m": 0.42400923371315
    },
    {
     "p": 0.059413935989141464,
     "m": 0.42400923371315
    },
    {
     "p": 0.054265283048152924,
     "m": 0.42400923371315
    },
    {
     "p": 0.058400709182024,
     "m": 0.42400923371315
    },
    {
     "p": 0.04808444902300835,
     "m": 0.42400923371315
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 1.4717689752578735,
   "val_loss": 0.9581324458122253,
   "acc": 70.44,
   "time": 120.18995323699983,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.04776627942919731,
     "m": 0.6792863607406616
    },
    {
     "p": 0.04543733596801758,
     "m": 0.6792863607406616
    },
    {
     "p": 0.07392144203186035,
     "m": 0.6792863607406616
    },
    {
     "p": 0.054003529250621796,
     "m": 0.6792863607406616
    },
    {
     "p": 0.04791254550218582,
     "m": 0.6792863607406616
    },
    {
     "p": 0.039462603628635406,
     "m": 0.6792863607406616
    },
    {
     "p": 0.07985177636146545,
     "m": 0.6792863607406616
    },
    {
     "p": 0.044541336596012115,
     "m": 0.6792863607406616
    },
    {
     "p": 0.046237047761678696,
     "m": 0.6792863607406616
    },
    {
     "p": 0.053720682859420776,
     "m": 0.6792863607406616
    },
    {
     "p": 0.04400340095162392,
     "m": 0.6792863607406616
    },
    {
     "p": 0.07540281116962433,
     "m": 0.6792863607406616
    },
    {
     "p": 0.07060231268405914,
     "m": 0.6792863607406616
    },
    {
     "p": 0.0587531216442585,
     "m": 0.6792863607406616
    },
    {
     "p": 0.06802457571029663,
     "m": 0.6792863607406616
    },
    {
     "p": 0.03908435255289078,
     "m": 0.6792863607406616
    },
    {
     "p": 0.06793956458568573,
     "m": 0.6792863607406616
    },
    {
     "p": 0.04333540052175522,
     "m": 0.6792863607406616
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 1.0856484174728394,
   "val_loss": 1.1311116218566895,
   "acc": 69.53,
   "time": 122.4225595200005,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.060543447732925415,
     "m": 0.6367992162704468
    },
    {
     "p": 0.03595733270049095,
     "m": 0.6367992162704468
    },
    {
     "p": 0.08975911140441895,
     "m": 0.6367992162704468
    },
    {
     "p": 0.010487142018973827,
     "m": 0.6367992162704468
    },
    {
     "p": 0.027433453127741814,
     "m": 0.6367992162704468
    },
    {
     "p": 0.038924653083086014,
     "m": 0.6367992162704468
    },
    {
     "p": 0.07642239332199097,
     "m": 0.6367992162704468
    },
    {
     "p": 0.05456559732556343,
     "m": 0.6367992162704468
    },
    {
     "p": 0.05374344438314438,
     "m": 0.6367992162704468
    },
    {
     "p": 0.058061633259058,
     "m": 0.6367992162704468
    },
    {
     "p": 0.06623286008834839,
     "m": 0.6367992162704468
    },
    {
     "p": 0.07557479292154312,
     "m": 0.6367992162704468
    },
    {
     "p": 0.06246667727828026,
     "m": 0.6367992162704468
    },
    {
     "p": 0.06483131647109985,
     "m": 0.6367992162704468
    },
    {
     "p": 0.07666416466236115,
     "m": 0.6367992162704468
    },
    {
     "p": 0.05511864274740219,
     "m": 0.6367992162704468
    },
    {
     "p": 0.04614631459116936,
     "m": 0.6367992162704468
    },
    {
     "p": 0.04706699401140213,
     "m": 0.6367992162704468
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 1.4296259880065918,
   "val_loss": 0.8383104205131531,
   "acc": 70.09,
   "time": 125.21748205899894,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06206069141626358,
     "m": 0.6931654810905457
    },
    {
     "p": 0.028957096859812737,
     "m": 0.6931654810905457
    },
    {
     "p": 0.07954215258359909,
     "m": 0.6931654810905457
    },
    {
     "p": 0.04259965941309929,
     "m": 0.6931654810905457
    },
    {
     "p": 0.03778237849473953,
     "m": 0.6931654810905457
    },
    {
     "p": 0.033110737800598145,
     "m": 0.6931654810905457
    },
    {
     "p": 0.0685710608959198,
     "m": 0.6931654810905457
    },
    {
     "p": 0.04267864301800728,
     "m": 0.6931654810905457
    },
    {
     "p": 0.06834199279546738,
     "m": 0.6931654810905457
    },
    {
     "p": 0.0600193627178669,
     "m": 0.6931654810905457
    },
    {
     "p": 0.05127248167991638,
     "m": 0.6931654810905457
    },
    {
     "p": 0.07354579865932465,
     "m": 0.6931654810905457
    },
    {
     "p": 0.05263084918260574,
     "m": 0.6931654810905457
    },
    {
     "p": 0.06940185278654099,
     "m": 0.6931654810905457
    },
    {
     "p": 0.04766044020652771,
     "m": 0.6931654810905457
    },
    {
     "p": 0.04535628482699394,
     "m": 0.6931654810905457
    },
    {
     "p": 0.07603300362825394,
     "m": 0.6931654810905457
    },
    {
     "p": 0.060435667634010315,
     "m": 0.6931654810905457
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 1.2094547748565674,
   "val_loss": 0.9971038699150085,
   "acc": 70.86,
   "time": 121.85244061699996,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0690130963921547,
     "m": 0.6554330587387085
    },
    {
     "p": 0.030110325664281845,
     "m": 0.6554330587387085
    },
    {
     "p": 0.05721272528171539,
     "m": 0.6554330587387085
    },
    {
     "p": 0.024398591369390488,
     "m": 0.6554330587387085
    },
    {
     "p": 0.05595850571990013,
     "m": 0.6554330587387085
    },
    {
     "p": 0.03154101222753525,
     "m": 0.6554330587387085
    },
    {
     "p": 0.07350856810808182,
     "m": 0.6554330587387085
    },
    {
     "p": 0.04059446603059769,
     "m": 0.6554330587387085
    },
    {
     "p": 0.06152917817234993,
     "m": 0.6554330587387085
    },
    {
     "p": 0.0790925845503807,
     "m": 0.6554330587387085
    },
    {
     "p": 0.0565609484910965,
     "m": 0.6554330587387085
    },
    {
     "p": 0.06794634461402893,
     "m": 0.6554330587387085
    },
    {
     "p": 0.06972703337669373,
     "m": 0.6554330587387085
    },
    {
     "p": 0.046811722218990326,
     "m": 0.6554330587387085
    },
    {
     "p": 0.05992719531059265,
     "m": 0.6554330587387085
    },
    {
     "p": 0.05672171339392662,
     "m": 0.6554330587387085
    },
    {
     "p": 0.07459484785795212,
     "m": 0.6554330587387085
    },
    {
     "p": 0.044751156121492386,
     "m": 0.6554330587387085
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 1.1490079164505005,
   "val_loss": 0.8736177682876587,
   "acc": 71.46,
   "time": 123.88057413999923,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06388070434331894,
     "m": 0.6878173351287842
    },
    {
     "p": 0.034388646483421326,
     "m": 0.6878173351287842
    },
    {
     "p": 0.07270421832799911,
     "m": 0.6878173351287842
    },
    {
     "p": 0.031741827726364136,
     "m": 0.6878173351287842
    },
    {
     "p": 0.03157952427864075,
     "m": 0.6878173351287842
    },
    {
     "p": 0.05036168545484543,
     "m": 0.6878173351287842
    },
    {
     "p": 0.06797710806131363,
     "m": 0.6878173351287842
    },
    {
     "p": 0.05888548865914345,
     "m": 0.6878173351287842
    },
    {
     "p": 0.06794658303260803,
     "m": 0.6878173351287842
    },
    {
     "p": 0.04783837869763374,
     "m": 0.6878173351287842
    },
    {
     "p": 0.05125485733151436,
     "m": 0.6878173351287842
    },
    {
     "p": 0.05287689343094826,
     "m": 0.6878173351287842
    },
    {
     "p": 0.08618756383657455,
     "m": 0.6878173351287842
    },
    {
     "p": 0.06826496869325638,
     "m": 0.6878173351287842
    },
    {
     "p": 0.06568410992622375,
     "m": 0.6878173351287842
    },
    {
     "p": 0.057845041155815125,
     "m": 0.6878173351287842
    },
    {
     "p": 0.047675106674432755,
     "m": 0.6878173351287842
    },
    {
     "p": 0.0429072231054306,
     "m": 0.6878173351287842
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 1.0706316232681274,
   "val_loss": 0.8527879118919373,
   "acc": 70.58,
   "time": 124.00523859599889,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07259149849414825,
     "m": 0.6244033575057983
    },
    {
     "p": 0.03642299026250839,
     "m": 0.6244033575057983
    },
    {
     "p": 0.09368225932121277,
     "m": 0.6244033575057983
    },
    {
     "p": 0.030700936913490295,
     "m": 0.6244033575057983
    },
    {
     "p": 0.031074604019522667,
     "m": 0.6244033575057983
    },
    {
     "p": 0.02179553732275963,
     "m": 0.6244033575057983
    },
    {
     "p": 0.07147487998008728,
     "m": 0.6244033575057983
    },
    {
     "p": 0.051073916256427765,
     "m": 0.6244033575057983
    },
    {
     "p": 0.05014219507575035,
     "m": 0.6244033575057983
    },
    {
     "p": 0.061801616102457047,
     "m": 0.6244033575057983
    },
    {
     "p": 0.0757802352309227,
     "m": 0.6244033575057983
    },
    {
     "p": 0.04323352873325348,
     "m": 0.6244033575057983
    },
    {
     "p": 0.05138538032770157,
     "m": 0.6244033575057983
    },
    {
     "p": 0.07425104826688766,
     "m": 0.6244033575057983
    },
    {
     "p": 0.06810171902179718,
     "m": 0.6244033575057983
    },
    {
     "p": 0.05653303861618042,
     "m": 0.6244033575057983
    },
    {
     "p": 0.08251103013753891,
     "m": 0.6244033575057983
    },
    {
     "p": 0.027443571016192436,
     "m": 0.6244033575057983
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 1.4275038242340088,
   "val_loss": 0.885520875453949,
   "acc": 70.92,
   "time": 121.49262092199933,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06397880613803864,
     "m": 0.6008540987968445
    },
    {
     "p": 0.04371006414294243,
     "m": 0.6008540987968445
    },
    {
     "p": 0.06367882341146469,
     "m": 0.6008540987968445
    },
    {
     "p": 0.03357326239347458,
     "m": 0.6008540987968445
    },
    {
     "p": 0.041331853717565536,
     "m": 0.6008540987968445
    },
    {
     "p": 0.0429551787674427,
     "m": 0.6008540987968445
    },
    {
     "p": 0.06806674599647522,
     "m": 0.6008540987968445
    },
    {
     "p": 0.049743641167879105,
     "m": 0.6008540987968445
    },
    {
     "p": 0.05630916357040405,
     "m": 0.6008540987968445
    },
    {
     "p": 0.045533888041973114,
     "m": 0.6008540987968445
    },
    {
     "p": 0.06197214871644974,
     "m": 0.6008540987968445
    },
    {
     "p": 0.08404207974672318,
     "m": 0.6008540987968445
    },
    {
     "p": 0.0627460926771164,
     "m": 0.6008540987968445
    },
    {
     "p": 0.05463720113039017,
     "m": 0.6008540987968445
    },
    {
     "p": 0.06758759170770645,
     "m": 0.6008540987968445
    },
    {
     "p": 0.042777467519044876,
     "m": 0.6008540987968445
    },
    {
     "p": 0.0581790916621685,
     "m": 0.6008540987968445
    },
    {
     "p": 0.05917699262499809,
     "m": 0.6008540987968445
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 1.124509572982788,
   "val_loss": 0.7503783106803894,
   "acc": 70.65,
   "time": 123.6074989050012,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.05846141278743744,
     "m": 0.6427792906761169
    },
    {
     "p": 0.042406708002090454,
     "m": 0.6427792906761169
    },
    {
     "p": 0.06441978365182877,
     "m": 0.6427792906761169
    },
    {
     "p": 0.043601177632808685,
     "m": 0.6427792906761169
    },
    {
     "p": 0.03768107295036316,
     "m": 0.6427792906761169
    },
    {
     "p": 0.05797673761844635,
     "m": 0.6427792906761169
    },
    {
     "p": 0.0736222043633461,
     "m": 0.6427792906761169
    },
    {
     "p": 0.04004761949181557,
     "m": 0.6427792906761169
    },
    {
     "p": 0.04885967820882797,
     "m": 0.6427792906761169
    },
    {
     "p": 0.07957778126001358,
     "m": 0.6427792906761169
    },
    {
     "p": 0.033670295029878616,
     "m": 0.6427792906761169
    },
    {
     "p": 0.07696615904569626,
     "m": 0.6427792906761169
    },
    {
     "p": 0.05874226987361908,
     "m": 0.6427792906761169
    },
    {
     "p": 0.04385355859994888,
     "m": 0.6427792906761169
    },
    {
     "p": 0.06370559334754944,
     "m": 0.6427792906761169
    },
    {
     "p": 0.043137602508068085,
     "m": 0.6427792906761169
    },
    {
     "p": 0.08202848583459854,
     "m": 0.6427792906761169
    },
    {
     "p": 0.05124194175004959,
     "m": 0.6427792906761169
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 0.9984810948371887,
   "val_loss": 0.9216334819793701,
   "acc": 70.76,
   "time": 124.55349730200032,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06144767627120018,
     "m": 0.6547387838363647
    },
    {
     "p": 0.03452435880899429,
     "m": 0.6547387838363647
    },
    {
     "p": 0.07130428403615952,
     "m": 0.6547387838363647
    },
    {
     "p": 0.05435509979724884,
     "m": 0.6547387838363647
    },
    {
     "p": 0.04213041812181473,
     "m": 0.6547387838363647
    },
    {
     "p": 0.028484905138611794,
     "m": 0.6547387838363647
    },
    {
     "p": 0.04282577335834503,
     "m": 0.6547387838363647
    },
    {
     "p": 0.04993285611271858,
     "m": 0.6547387838363647
    },
    {
     "p": 0.07421005517244339,
     "m": 0.6547387838363647
    },
    {
     "p": 0.06870907545089722,
     "m": 0.6547387838363647
    },
    {
     "p": 0.031636834144592285,
     "m": 0.6547387838363647
    },
    {
     "p": 0.10137122124433517,
     "m": 0.6547387838363647
    },
    {
     "p": 0.07237185537815094,
     "m": 0.6547387838363647
    },
    {
     "p": 0.061208195984363556,
     "m": 0.6547387838363647
    },
    {
     "p": 0.07023374736309052,
     "m": 0.6547387838363647
    },
    {
     "p": 0.03089306131005287,
     "m": 0.6547387838363647
    },
    {
     "p": 0.05755101516842842,
     "m": 0.6547387838363647
    },
    {
     "p": 0.04680950567126274,
     "m": 0.6547387838363647
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 0.8483852744102478,
   "val_loss": 0.8658047914505005,
   "acc": 71.57,
   "time": 125.27438811200045,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07398253679275513,
     "m": 0.5628462433815002
    },
    {
     "p": 0.04192548990249634,
     "m": 0.5628462433815002
    },
    {
     "p": 0.07920318096876144,
     "m": 0.5628462433815002
    },
    {
     "p": 0.03378624469041824,
     "m": 0.5628462433815002
    },
    {
     "p": 0.03515703231096268,
     "m": 0.5628462433815002
    },
    {
     "p": 0.04488431662321091,
     "m": 0.5628462433815002
    },
    {
     "p": 0.055247172713279724,
     "m": 0.5628462433815002
    },
    {
     "p": 0.050891827791929245,
     "m": 0.5628462433815002
    },
    {
     "p": 0.039909400045871735,
     "m": 0.5628462433815002
    },
    {
     "p": 0.060809578746557236,
     "m": 0.5628462433815002
    },
    {
     "p": 0.0701560527086258,
     "m": 0.5628462433815002
    },
    {
     "p": 0.09427167475223541,
     "m": 0.5628462433815002
    },
    {
     "p": 0.06254395842552185,
     "m": 0.5628462433815002
    },
    {
     "p": 0.0636499747633934,
     "m": 0.5628462433815002
    },
    {
     "p": 0.07691195607185364,
     "m": 0.5628462433815002
    },
    {
     "p": 0.04694848135113716,
     "m": 0.5628462433815002
    },
    {
     "p": 0.0415271520614624,
     "m": 0.5628462433815002
    },
    {
     "p": 0.028194043785333633,
     "m": 0.5628462433815002
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 0.9829837679862976,
   "val_loss": 0.8995465040206909,
   "acc": 70.65,
   "time": 123.3053414390015,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06798664480447769,
     "m": 0.5099277496337891
    },
    {
     "p": 0.040575768798589706,
     "m": 0.5099277496337891
    },
    {
     "p": 0.08693293482065201,
     "m": 0.5099277496337891
    },
    {
     "p": 0.04757950082421303,
     "m": 0.5099277496337891
    },
    {
     "p": 0.042253296822309494,
     "m": 0.5099277496337891
    },
    {
     "p": 0.036259960383176804,
     "m": 0.5099277496337891
    },
    {
     "p": 0.05945761129260063,
     "m": 0.5099277496337891
    },
    {
     "p": 0.04862065240740776,
     "m": 0.5099277496337891
    },
    {
     "p": 0.06317738443613052,
     "m": 0.5099277496337891
    },
    {
     "p": 0.07953281700611115,
     "m": 0.5099277496337891
    },
    {
     "p": 0.04335099086165428,
     "m": 0.5099277496337891
    },
    {
     "p": 0.06171109154820442,
     "m": 0.5099277496337891
    },
    {
     "p": 0.05191871151328087,
     "m": 0.5099277496337891
    },
    {
     "p": 0.06940239667892456,
     "m": 0.5099277496337891
    },
    {
     "p": 0.0005334466113708913,
     "m": 0.5099277496337891
    },
    {
     "p": 0.0510922372341156,
     "m": 0.5099277496337891
    },
    {
     "p": 0.08122982829809189,
     "m": 0.5099277496337891
    },
    {
     "p": 0.06838463991880417,
     "m": 0.5099277496337891
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 0.8956137299537659,
   "val_loss": 0.9775975942611694,
   "acc": 70.58,
   "time": 121.74490565499946,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07198479026556015,
     "m": 0.29163795709609985
    },
    {
     "p": 0.043364617973566055,
     "m": 0.29163795709609985
    },
    {
     "p": 0.09146738052368164,
     "m": 0.29163795709609985
    },
    {
     "p": 0.02313934452831745,
     "m": 0.29163795709609985
    },
    {
     "p": 0.03562750294804573,
     "m": 0.29163795709609985
    },
    {
     "p": 0.03162876144051552,
     "m": 0.29163795709609985
    },
    {
     "p": 0.04465930536389351,
     "m": 0.29163795709609985
    },
    {
     "p": 0.050475139170885086,
     "m": 0.29163795709609985
    },
    {
     "p": 0.05696634575724602,
     "m": 0.29163795709609985
    },
    {
     "p": 0.08545204252004623,
     "m": 0.29163795709609985
    },
    {
     "p": 0.022713709622621536,
     "m": 0.29163795709609985
    },
    {
     "p": 0.05928616598248482,
     "m": 0.29163795709609985
    },
    {
     "p": 0.07160309702157974,
     "m": 0.29163795709609985
    },
    {
     "p": 0.07178454101085663,
     "m": 0.29163795709609985
    },
    {
     "p": 0.07091853767633438,
     "m": 0.29163795709609985
    },
    {
     "p": 0.0486898198723793,
     "m": 0.29163795709609985
    },
    {
     "p": 0.07944352179765701,
     "m": 0.29163795709609985
    },
    {
     "p": 0.04079537093639374,
     "m": 0.29163795709609985
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 1.0306376218795776,
   "val_loss": 0.9065428972244263,
   "acc": 70.62,
   "time": 121.9828446800002,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.03818798065185547,
     "m": 0.3873102366924286
    },
    {
     "p": 0.044199906289577484,
     "m": 0.3873102366924286
    },
    {
     "p": 0.08097493648529053,
     "m": 0.3873102366924286
    },
    {
     "p": 0.04248473420739174,
     "m": 0.3873102366924286
    },
    {
     "p": 0.047792017459869385,
     "m": 0.3873102366924286
    },
    {
     "p": 0.0053623514249920845,
     "m": 0.3873102366924286
    },
    {
     "p": 0.05688333883881569,
     "m": 0.3873102366924286
    },
    {
     "p": 0.04827844724059105,
     "m": 0.3873102366924286
    },
    {
     "p": 0.05700303986668587,
     "m": 0.3873102366924286
    },
    {
     "p": 0.08349930495023727,
     "m": 0.3873102366924286
    },
    {
     "p": 0.0713825449347496,
     "m": 0.3873102366924286
    },
    {
     "p": 0.06722180545330048,
     "m": 0.3873102366924286
    },
    {
     "p": 0.052558597177267075,
     "m": 0.3873102366924286
    },
    {
     "p": 0.056596819311380386,
     "m": 0.3873102366924286
    },
    {
     "p": 0.06371358036994934,
     "m": 0.3873102366924286
    },
    {
     "p": 0.049724072217941284,
     "m": 0.3873102366924286
    },
    {
     "p": 0.08226579427719116,
     "m": 0.3873102366924286
    },
    {
     "p": 0.05187069997191429,
     "m": 0.3873102366924286
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 0.8066698312759399,
   "val_loss": 0.9172303080558777,
   "acc": 70.44,
   "time": 124.35577791799915,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07119764387607574,
     "m": 0.34150734543800354
    },
    {
     "p": 0.028731951490044594,
     "m": 0.34150734543800354
    },
    {
     "p": 0.08245494961738586,
     "m": 0.34150734543800354
    },
    {
     "p": 0.02796047180891037,
     "m": 0.34150734543800354
    },
    {
     "p": 0.04071500524878502,
     "m": 0.34150734543800354
    },
    {
     "p": 0.04925505071878433,
     "m": 0.34150734543800354
    },
    {
     "p": 0.07176253944635391,
     "m": 0.34150734543800354
    },
    {
     "p": 0.02297615259885788,
     "m": 0.34150734543800354
    },
    {
     "p": 0.061153776943683624,
     "m": 0.34150734543800354
    },
    {
     "p": 0.07743825763463974,
     "m": 0.34150734543800354
    },
    {
     "p": 0.05643827095627785,
     "m": 0.34150734543800354
    },
    {
     "p": 0.060039106756448746,
     "m": 0.34150734543800354
    },
    {
     "p": 0.07001752406358719,
     "m": 0.34150734543800354
    },
    {
     "p": 0.07214679569005966,
     "m": 0.34150734543800354
    },
    {
     "p": 0.03430889546871185,
     "m": 0.34150734543800354
    },
    {
     "p": 0.0425826832652092,
     "m": 0.34150734543800354
    },
    {
     "p": 0.07034436613321304,
     "m": 0.34150734543800354
    },
    {
     "p": 0.06047651916742325,
     "m": 0.34150734543800354
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 0.9049781560897827,
   "val_loss": 0.9959335923194885,
   "acc": 70.38,
   "time": 122.6182542430015,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06901833415031433,
     "m": 0.3554118275642395
    },
    {
     "p": 0.03950268030166626,
     "m": 0.3554118275642395
    },
    {
     "p": 0.0735708549618721,
     "m": 0.3554118275642395
    },
    {
     "p": 0.03132754936814308,
     "m": 0.3554118275642395
    },
    {
     "p": 0.026954274624586105,
     "m": 0.3554118275642395
    },
    {
     "p": 0.048846643418073654,
     "m": 0.3554118275642395
    },
    {
     "p": 0.05141730234026909,
     "m": 0.3554118275642395
    },
    {
     "p": 0.056874267756938934,
     "m": 0.3554118275642395
    },
    {
     "p": 0.06647215783596039,
     "m": 0.3554118275642395
    },
    {
     "p": 0.08118823170661926,
     "m": 0.3554118275642395
    },
    {
     "p": 0.04126404598355293,
     "m": 0.3554118275642395
    },
    {
     "p": 0.09067477285861969,
     "m": 0.3554118275642395
    },
    {
     "p": 0.06025008484721184,
     "m": 0.3554118275642395
    },
    {
     "p": 0.05756068974733353,
     "m": 0.3554118275642395
    },
    {
     "p": 0.05127597600221634,
     "m": 0.3554118275642395
    },
    {
     "p": 0.05366487056016922,
     "m": 0.3554118275642395
    },
    {
     "p": 0.05261344835162163,
     "m": 0.3554118275642395
    },
    {
     "p": 0.04752388969063759,
     "m": 0.3554118275642395
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 1.0871936082839966,
   "val_loss": 0.9386918544769287,
   "acc": 70.3,
   "time": 123.57673928199983,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07560116797685623,
     "m": 0.5324490070343018
    },
    {
     "p": 0.04837952181696892,
     "m": 0.5324490070343018
    },
    {
     "p": 0.0809239074587822,
     "m": 0.5324490070343018
    },
    {
     "p": 0.03990631923079491,
     "m": 0.5324490070343018
    },
    {
     "p": 0.03690960258245468,
     "m": 0.5324490070343018
    },
    {
     "p": 0.027495630085468292,
     "m": 0.5324490070343018
    },
    {
     "p": 0.03556641936302185,
     "m": 0.5324490070343018
    },
    {
     "p": 0.05341305211186409,
     "m": 0.5324490070343018
    },
    {
     "p": 0.05995648354291916,
     "m": 0.5324490070343018
    },
    {
     "p": 0.057119905948638916,
     "m": 0.5324490070343018
    },
    {
     "p": 0.051737453788518906,
     "m": 0.5324490070343018
    },
    {
     "p": 0.0720088854432106,
     "m": 0.5324490070343018
    },
    {
     "p": 0.05245477706193924,
     "m": 0.5324490070343018
    },
    {
     "p": 0.07814372330904007,
     "m": 0.5324490070343018
    },
    {
     "p": 0.05160445719957352,
     "m": 0.5324490070343018
    },
    {
     "p": 0.05421583727002144,
     "m": 0.5324490070343018
    },
    {
     "p": 0.0733535960316658,
     "m": 0.5324490070343018
    },
    {
     "p": 0.05120927467942238,
     "m": 0.5324490070343018
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 1.2698798179626465,
   "val_loss": 0.9114044308662415,
   "acc": 70.86,
   "time": 123.54493431999981,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06120160222053528,
     "m": 0.48041146993637085
    },
    {
     "p": 0.022004494443535805,
     "m": 0.48041146993637085
    },
    {
     "p": 0.08315977454185486,
     "m": 0.48041146993637085
    },
    {
     "p": 0.03917830437421799,
     "m": 0.48041146993637085
    },
    {
     "p": 0.046748604625463486,
     "m": 0.48041146993637085
    },
    {
     "p": 0.05131669342517853,
     "m": 0.48041146993637085
    },
    {
     "p": 0.05415705218911171,
     "m": 0.48041146993637085
    },
    {
     "p": 0.0701722502708435,
     "m": 0.48041146993637085
    },
    {
     "p": 0.07420966774225235,
     "m": 0.48041146993637085
    },
    {
     "p": 0.050608474761247635,
     "m": 0.48041146993637085
    },
    {
     "p": 0.065019890666008,
     "m": 0.48041146993637085
    },
    {
     "p": 0.07031102478504181,
     "m": 0.48041146993637085
    },
    {
     "p": 0.05038132146000862,
     "m": 0.48041146993637085
    },
    {
     "p": 0.060275740921497345,
     "m": 0.48041146993637085
    },
    {
     "p": 0.06909522414207458,
     "m": 0.48041146993637085
    },
    {
     "p": 0.019037391990423203,
     "m": 0.48041146993637085
    },
    {
     "p": 0.05906536430120468,
     "m": 0.48041146993637085
    },
    {
     "p": 0.05405721068382263,
     "m": 0.48041146993637085
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 1.2721734046936035,
   "val_loss": 0.8072661757469177,
   "acc": 71.01,
   "time": 123.3530918969991,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06661908328533173,
     "m": 0.5482826232910156
    },
    {
     "p": 0.02522720769047737,
     "m": 0.5482826232910156
    },
    {
     "p": 0.08235666155815125,
     "m": 0.5482826232910156
    },
    {
     "p": 0.04171178117394447,
     "m": 0.5482826232910156
    },
    {
     "p": 0.03645507991313934,
     "m": 0.5482826232910156
    },
    {
     "p": 0.05145400017499924,
     "m": 0.5482826232910156
    },
    {
     "p": 0.004329347517341375,
     "m": 0.5482826232910156
    },
    {
     "p": 0.03970111161470413,
     "m": 0.5482826232910156
    },
    {
     "p": 0.07302574813365936,
     "m": 0.5482826232910156
    },
    {
     "p": 0.06035298481583595,
     "m": 0.5482826232910156
    },
    {
     "p": 0.07576802372932434,
     "m": 0.5482826232910156
    },
    {
     "p": 0.07411164790391922,
     "m": 0.5482826232910156
    },
    {
     "p": 0.09319145232439041,
     "m": 0.5482826232910156
    },
    {
     "p": 0.07602866739034653,
     "m": 0.5482826232910156
    },
    {
     "p": 0.057090941816568375,
     "m": 0.5482826232910156
    },
    {
     "p": 0.04900265485048294,
     "m": 0.5482826232910156
    },
    {
     "p": 0.049569740891456604,
     "m": 0.5482826232910156
    },
    {
     "p": 0.04400387033820152,
     "m": 0.5482826232910156
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 1.1358803510665894,
   "val_loss": 0.9098999500274658,
   "acc": 70.65,
   "time": 122.35320729399973,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.09475136548280716,
     "m": 0.5631148219108582
    },
    {
     "p": 0.04064960777759552,
     "m": 0.5631148219108582
    },
    {
     "p": 0.07701563835144043,
     "m": 0.5631148219108582
    },
    {
     "p": 0.03119080327451229,
     "m": 0.5631148219108582
    },
    {
     "p": 0.0008572292281314731,
     "m": 0.5631148219108582
    },
    {
     "p": 0.01691327430307865,
     "m": 0.5631148219108582
    },
    {
     "p": 0.06429518014192581,
     "m": 0.5631148219108582
    },
    {
     "p": 0.039134833961725235,
     "m": 0.5631148219108582
    },
    {
     "p": 0.07480401545763016,
     "m": 0.5631148219108582
    },
    {
     "p": 0.0693635419011116,
     "m": 0.5631148219108582
    },
    {
     "p": 0.037222132086753845,
     "m": 0.5631148219108582
    },
    {
     "p": 0.07024676352739334,
     "m": 0.5631148219108582
    },
    {
     "p": 0.06748851388692856,
     "m": 0.5631148219108582
    },
    {
     "p": 0.059861160814762115,
     "m": 0.5631148219108582
    },
    {
     "p": 0.05720752105116844,
     "m": 0.5631148219108582
    },
    {
     "p": 0.06138372793793678,
     "m": 0.5631148219108582
    },
    {
     "p": 0.07764838635921478,
     "m": 0.5631148219108582
    },
    {
     "p": 0.05996637046337128,
     "m": 0.5631148219108582
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 0.9698711633682251,
   "val_loss": 0.7989152073860168,
   "acc": 70.78,
   "time": 121.4876214019987,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0699961706995964,
     "m": 0.5125903487205505
    },
    {
     "p": 0.027129074558615685,
     "m": 0.5125903487205505
    },
    {
     "p": 0.08966854214668274,
     "m": 0.5125903487205505
    },
    {
     "p": 0.03175828233361244,
     "m": 0.5125903487205505
    },
    {
     "p": 0.035764455795288086,
     "m": 0.5125903487205505
    },
    {
     "p": 0.045296624302864075,
     "m": 0.5125903487205505
    },
    {
     "p": 0.05262693762779236,
     "m": 0.5125903487205505
    },
    {
     "p": 0.04977387189865112,
     "m": 0.5125903487205505
    },
    {
     "p": 0.04957163706421852,
     "m": 0.5125903487205505
    },
    {
     "p": 0.05800425633788109,
     "m": 0.5125903487205505
    },
    {
     "p": 0.06579633057117462,
     "m": 0.5125903487205505
    },
    {
     "p": 0.08404241502285004,
     "m": 0.5125903487205505
    },
    {
     "p": 0.07340819388628006,
     "m": 0.5125903487205505
    },
    {
     "p": 0.06862205266952515,
     "m": 0.5125903487205505
    },
    {
     "p": 0.04979527369141579,
     "m": 0.5125903487205505
    },
    {
     "p": 0.041282087564468384,
     "m": 0.5125903487205505
    },
    {
     "p": 0.0657835379242897,
     "m": 0.5125903487205505
    },
    {
     "p": 0.04168018698692322,
     "m": 0.5125903487205505
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 0.9650312662124634,
   "val_loss": 0.8512747287750244,
   "acc": 71.11,
   "time": 117.65071626399913,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.039031825959682465,
     "m": 0.48046600818634033
    },
    {
     "p": 0.05238616466522217,
     "m": 0.48046600818634033
    },
    {
     "p": 0.08093796670436859,
     "m": 0.48046600818634033
    },
    {
     "p": 0.03947928175330162,
     "m": 0.48046600818634033
    },
    {
     "p": 0.029951835051178932,
     "m": 0.48046600818634033
    },
    {
     "p": 0.030316844582557678,
     "m": 0.48046600818634033
    },
    {
     "p": 0.04500103369355202,
     "m": 0.48046600818634033
    },
    {
     "p": 0.06561173498630524,
     "m": 0.48046600818634033
    },
    {
     "p": 0.05414532124996185,
     "m": 0.48046600818634033
    },
    {
     "p": 0.0803447961807251,
     "m": 0.48046600818634033
    },
    {
     "p": 0.061753496527671814,
     "m": 0.48046600818634033
    },
    {
     "p": 0.059653546661138535,
     "m": 0.48046600818634033
    },
    {
     "p": 0.08334580808877945,
     "m": 0.48046600818634033
    },
    {
     "p": 0.0812702625989914,
     "m": 0.48046600818634033
    },
    {
     "p": 0.054672546684741974,
     "m": 0.48046600818634033
    },
    {
     "p": 0.050663918256759644,
     "m": 0.48046600818634033
    },
    {
     "p": 0.05217244476079941,
     "m": 0.48046600818634033
    },
    {
     "p": 0.03926118463277817,
     "m": 0.48046600818634033
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 1.175072431564331,
   "val_loss": 0.8678726553916931,
   "acc": 70.75,
   "time": 127.49022748800053,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0550604946911335,
     "m": 0.5489832162857056
    },
    {
     "p": 0.041760265827178955,
     "m": 0.5489832162857056
    },
    {
     "p": 0.08077315986156464,
     "m": 0.5489832162857056
    },
    {
     "p": 0.03341525420546532,
     "m": 0.5489832162857056
    },
    {
     "p": 0.043421678245067596,
     "m": 0.5489832162857056
    },
    {
     "p": 0.041676755994558334,
     "m": 0.5489832162857056
    },
    {
     "p": 0.059579282999038696,
     "m": 0.5489832162857056
    },
    {
     "p": 0.043220192193984985,
     "m": 0.5489832162857056
    },
    {
     "p": 0.041996896266937256,
     "m": 0.5489832162857056
    },
    {
     "p": 0.06571560353040695,
     "m": 0.5489832162857056
    },
    {
     "p": 0.0827108696103096,
     "m": 0.5489832162857056
    },
    {
     "p": 0.08653305470943451,
     "m": 0.5489832162857056
    },
    {
     "p": 0.06323540210723877,
     "m": 0.5489832162857056
    },
    {
     "p": 0.09037275612354279,
     "m": 0.5489832162857056
    },
    {
     "p": 0.06601446866989136,
     "m": 0.5489832162857056
    },
    {
     "p": 0.034179460257291794,
     "m": 0.5489832162857056
    },
    {
     "p": 0.02708248421549797,
     "m": 0.5489832162857056
    },
    {
     "p": 0.04325186833739281,
     "m": 0.5489832162857056
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 0.7639639973640442,
   "val_loss": 0.9299468994140625,
   "acc": 70.91,
   "time": 120.13319812300142,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0716317668557167,
     "m": 0.5818445086479187
    },
    {
     "p": 0.025930389761924744,
     "m": 0.5818445086479187
    },
    {
     "p": 0.08574236929416656,
     "m": 0.5818445086479187
    },
    {
     "p": 0.018811888992786407,
     "m": 0.5818445086479187
    },
    {
     "p": 0.03975364938378334,
     "m": 0.5818445086479187
    },
    {
     "p": 0.04091174900531769,
     "m": 0.5818445086479187
    },
    {
     "p": 0.05030831694602966,
     "m": 0.5818445086479187
    },
    {
     "p": 0.04452778398990631,
     "m": 0.5818445086479187
    },
    {
     "p": 0.07898678630590439,
     "m": 0.5818445086479187
    },
    {
     "p": 0.054391976445913315,
     "m": 0.5818445086479187
    },
    {
     "p": 0.05777127668261528,
     "m": 0.5818445086479187
    },
    {
     "p": 0.05762456730008125,
     "m": 0.5818445086479187
    },
    {
     "p": 0.07707230746746063,
     "m": 0.5818445086479187
    },
    {
     "p": 0.06516707688570023,
     "m": 0.5818445086479187
    },
    {
     "p": 0.06460951268672943,
     "m": 0.5818445086479187
    },
    {
     "p": 0.057984013110399246,
     "m": 0.5818445086479187
    },
    {
     "p": 0.06942887604236603,
     "m": 0.5818445086479187
    },
    {
     "p": 0.03934565559029579,
     "m": 0.5818445086479187
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 1.0572409629821777,
   "val_loss": 0.8415981531143188,
   "acc": 70.91,
   "time": 121.36848570700022,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07332058250904083,
     "m": 0.5833257436752319
    },
    {
     "p": 0.055868446826934814,
     "m": 0.5833257436752319
    },
    {
     "p": 0.08444887399673462,
     "m": 0.5833257436752319
    },
    {
     "p": 0.03749501332640648,
     "m": 0.5833257436752319
    },
    {
     "p": 0.026406846940517426,
     "m": 0.5833257436752319
    },
    {
     "p": 0.03587576746940613,
     "m": 0.5833257436752319
    },
    {
     "p": 0.05918077751994133,
     "m": 0.5833257436752319
    },
    {
     "p": 0.011715095490217209,
     "m": 0.5833257436752319
    },
    {
     "p": 0.032048966735601425,
     "m": 0.5833257436752319
    },
    {
     "p": 0.08686044067144394,
     "m": 0.5833257436752319
    },
    {
     "p": 0.04982998967170715,
     "m": 0.5833257436752319
    },
    {
     "p": 0.07045342028141022,
     "m": 0.5833257436752319
    },
    {
     "p": 0.08256559818983078,
     "m": 0.5833257436752319
    },
    {
     "p": 0.06204574555158615,
     "m": 0.5833257436752319
    },
    {
     "p": 0.07097291946411133,
     "m": 0.5833257436752319
    },
    {
     "p": 0.04601382091641426,
     "m": 0.5833257436752319
    },
    {
     "p": 0.06833679229021072,
     "m": 0.5833257436752319
    },
    {
     "p": 0.04656095802783966,
     "m": 0.5833257436752319
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 0.9289752244949341,
   "val_loss": 0.7264915108680725,
   "acc": 70.87,
   "time": 119.99085371399997,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06911662220954895,
     "m": 0.5885235667228699
    },
    {
     "p": 0.03730835020542145,
     "m": 0.5885235667228699
    },
    {
     "p": 0.07273905724287033,
     "m": 0.5885235667228699
    },
    {
     "p": 0.04107626900076866,
     "m": 0.5885235667228699
    },
    {
     "p": 0.03388701006770134,
     "m": 0.5885235667228699
    },
    {
     "p": 0.04993181303143501,
     "m": 0.5885235667228699
    },
    {
     "p": 0.054558709263801575,
     "m": 0.5885235667228699
    },
    {
     "p": 0.04905031621456146,
     "m": 0.5885235667228699
    },
    {
     "p": 0.059275563806295395,
     "m": 0.5885235667228699
    },
    {
     "p": 0.08068376034498215,
     "m": 0.5885235667228699
    },
    {
     "p": 0.056656841188669205,
     "m": 0.5885235667228699
    },
    {
     "p": 0.07278919219970703,
     "m": 0.5885235667228699
    },
    {
     "p": 0.06641362607479095,
     "m": 0.5885235667228699
    },
    {
     "p": 0.0619170255959034,
     "m": 0.5885235667228699
    },
    {
     "p": 0.061468277126550674,
     "m": 0.5885235667228699
    },
    {
     "p": 0.03812494874000549,
     "m": 0.5885235667228699
    },
    {
     "p": 0.0482502318918705,
     "m": 0.5885235667228699
    },
    {
     "p": 0.046752505004405975,
     "m": 0.5885235667228699
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 0.9300045967102051,
   "val_loss": 1.0720490217208862,
   "acc": 70.93,
   "time": 118.12595797599897,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07670745253562927,
     "m": 0.5694159865379333
    },
    {
     "p": 0.01485870499163866,
     "m": 0.5694159865379333
    },
    {
     "p": 0.07642633467912674,
     "m": 0.5694159865379333
    },
    {
     "p": 0.029196055606007576,
     "m": 0.5694159865379333
    },
    {
     "p": 0.03049721196293831,
     "m": 0.5694159865379333
    },
    {
     "p": 0.039395421743392944,
     "m": 0.5694159865379333
    },
    {
     "p": 0.04711803048849106,
     "m": 0.5694159865379333
    },
    {
     "p": 0.0668126568198204,
     "m": 0.5694159865379333
    },
    {
     "p": 0.06482239812612534,
     "m": 0.5694159865379333
    },
    {
     "p": 0.06308361142873764,
     "m": 0.5694159865379333
    },
    {
     "p": 0.054672062397003174,
     "m": 0.5694159865379333
    },
    {
     "p": 0.08060959726572037,
     "m": 0.5694159865379333
    },
    {
     "p": 0.0632210522890091,
     "m": 0.5694159865379333
    },
    {
     "p": 0.07229055464267731,
     "m": 0.5694159865379333
    },
    {
     "p": 0.07319606095552444,
     "m": 0.5694159865379333
    },
    {
     "p": 0.04889247938990593,
     "m": 0.5694159865379333
    },
    {
     "p": 0.05308694764971733,
     "m": 0.5694159865379333
    },
    {
     "p": 0.04511334374547005,
     "m": 0.5694159865379333
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 1.0937659740447998,
   "val_loss": 1.100434422492981,
   "acc": 70.36,
   "time": 124.0874533039987,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06733237206935883,
     "m": 0.48425382375717163
    },
    {
     "p": 0.04711591824889183,
     "m": 0.48425382375717163
    },
    {
     "p": 0.03120635263621807,
     "m": 0.48425382375717163
    },
    {
     "p": 0.04796721041202545,
     "m": 0.48425382375717163
    },
    {
     "p": 0.035566870123147964,
     "m": 0.48425382375717163
    },
    {
     "p": 0.0365307442843914,
     "m": 0.48425382375717163
    },
    {
     "p": 0.06546168774366379,
     "m": 0.48425382375717163
    },
    {
     "p": 0.04681866616010666,
     "m": 0.48425382375717163
    },
    {
     "p": 0.07651587575674057,
     "m": 0.48425382375717163
    },
    {
     "p": 0.06141794100403786,
     "m": 0.48425382375717163
    },
    {
     "p": 0.04024412855505943,
     "m": 0.48425382375717163
    },
    {
     "p": 0.07187794893980026,
     "m": 0.48425382375717163
    },
    {
     "p": 0.07642649859189987,
     "m": 0.48425382375717163
    },
    {
     "p": 0.07597290724515915,
     "m": 0.48425382375717163
    },
    {
     "p": 0.06257475167512894,
     "m": 0.48425382375717163
    },
    {
     "p": 0.04584907740354538,
     "m": 0.48425382375717163
    },
    {
     "p": 0.055716466158628464,
     "m": 0.48425382375717163
    },
    {
     "p": 0.05540464445948601,
     "m": 0.48425382375717163
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 1.018048644065857,
   "val_loss": 0.8951194286346436,
   "acc": 72.3,
   "time": 125.48675309400096,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07841693609952927,
     "m": 0.4748852849006653
    },
    {
     "p": 0.04434288293123245,
     "m": 0.4748852849006653
    },
    {
     "p": 0.07977726310491562,
     "m": 0.4748852849006653
    },
    {
     "p": 0.031816788017749786,
     "m": 0.4748852849006653
    },
    {
     "p": 0.04168033227324486,
     "m": 0.4748852849006653
    },
    {
     "p": 0.037217721343040466,
     "m": 0.4748852849006653
    },
    {
     "p": 0.05192277580499649,
     "m": 0.4748852849006653
    },
    {
     "p": 0.056755516678094864,
     "m": 0.4748852849006653
    },
    {
     "p": 0.05483689904212952,
     "m": 0.4748852849006653
    },
    {
     "p": 0.06824872642755508,
     "m": 0.4748852849006653
    },
    {
     "p": 0.06084835156798363,
     "m": 0.4748852849006653
    },
    {
     "p": 0.07659231126308441,
     "m": 0.4748852849006653
    },
    {
     "p": 0.0764990821480751,
     "m": 0.4748852849006653
    },
    {
     "p": 0.06204704940319061,
     "m": 0.4748852849006653
    },
    {
     "p": 0.04299692437052727,
     "m": 0.4748852849006653
    },
    {
     "p": 0.050225045531988144,
     "m": 0.4748852849006653
    },
    {
     "p": 0.035798363387584686,
     "m": 0.4748852849006653
    },
    {
     "p": 0.04997704178094864,
     "m": 0.4748852849006653
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 1.176024317741394,
   "val_loss": 0.7683839201927185,
   "acc": 71.27,
   "time": 119.43561083300119,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0694194883108139,
     "m": 0.5336653590202332
    },
    {
     "p": 0.048605065792798996,
     "m": 0.5336653590202332
    },
    {
     "p": 0.08672800660133362,
     "m": 0.5336653590202332
    },
    {
     "p": 0.01838252693414688,
     "m": 0.5336653590202332
    },
    {
     "p": 0.036099690943956375,
     "m": 0.5336653590202332
    },
    {
     "p": 0.04543285071849823,
     "m": 0.5336653590202332
    },
    {
     "p": 0.03325159475207329,
     "m": 0.5336653590202332
    },
    {
     "p": 0.06029587239027023,
     "m": 0.5336653590202332
    },
    {
     "p": 0.0593121275305748,
     "m": 0.5336653590202332
    },
    {
     "p": 0.07353683561086655,
     "m": 0.5336653590202332
    },
    {
     "p": 0.05535048246383667,
     "m": 0.5336653590202332
    },
    {
     "p": 0.0297196414321661,
     "m": 0.5336653590202332
    },
    {
     "p": 0.06449294090270996,
     "m": 0.5336653590202332
    },
    {
     "p": 0.08028019219636917,
     "m": 0.5336653590202332
    },
    {
     "p": 0.05405793339014053,
     "m": 0.5336653590202332
    },
    {
     "p": 0.05965759977698326,
     "m": 0.5336653590202332
    },
    {
     "p": 0.06312227249145508,
     "m": 0.5336653590202332
    },
    {
     "p": 0.06225490942597389,
     "m": 0.5336653590202332
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 0.9613800048828125,
   "val_loss": 1.0439488887786865,
   "acc": 71.12,
   "time": 115.96910759300044,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07229219377040863,
     "m": 0.39123088121414185
    },
    {
     "p": 0.05057048052549362,
     "m": 0.39123088121414185
    },
    {
     "p": 0.08711831271648407,
     "m": 0.39123088121414185
    },
    {
     "p": 0.02156500518321991,
     "m": 0.39123088121414185
    },
    {
     "p": 0.04579305276274681,
     "m": 0.39123088121414185
    },
    {
     "p": 0.03508903458714485,
     "m": 0.39123088121414185
    },
    {
     "p": 0.056377001106739044,
     "m": 0.39123088121414185
    },
    {
     "p": 0.04900470748543739,
     "m": 0.39123088121414185
    },
    {
     "p": 0.038995999842882156,
     "m": 0.39123088121414185
    },
    {
     "p": 0.08268674463033676,
     "m": 0.39123088121414185
    },
    {
     "p": 0.04744114726781845,
     "m": 0.39123088121414185
    },
    {
     "p": 0.06513790041208267,
     "m": 0.39123088121414185
    },
    {
     "p": 0.06664406508207321,
     "m": 0.39123088121414185
    },
    {
     "p": 0.06818988174200058,
     "m": 0.39123088121414185
    },
    {
     "p": 0.060646798461675644,
     "m": 0.39123088121414185
    },
    {
     "p": 0.06293303519487381,
     "m": 0.39123088121414185
    },
    {
     "p": 0.0455138273537159,
     "m": 0.39123088121414185
    },
    {
     "p": 0.04400084167718887,
     "m": 0.39123088121414185
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 0.6131500005722046,
   "val_loss": 0.8569245934486389,
   "acc": 71.58,
   "time": 117.62499512700015,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06378612667322159,
     "m": 0.22079233825206757
    },
    {
     "p": 0.05518760532140732,
     "m": 0.22079233825206757
    },
    {
     "p": 0.06520136445760727,
     "m": 0.22079233825206757
    },
    {
     "p": 0.04776505380868912,
     "m": 0.22079233825206757
    },
    {
     "p": 0.05336272716522217,
     "m": 0.22079233825206757
    },
    {
     "p": 0.014955353923141956,
     "m": 0.22079233825206757
    },
    {
     "p": 0.054911352694034576,
     "m": 0.22079233825206757
    },
    {
     "p": 0.03940762206912041,
     "m": 0.22079233825206757
    },
    {
     "p": 0.07451147586107254,
     "m": 0.22079233825206757
    },
    {
     "p": 0.08300423622131348,
     "m": 0.22079233825206757
    },
    {
     "p": 0.041004203259944916,
     "m": 0.22079233825206757
    },
    {
     "p": 0.07564399391412735,
     "m": 0.22079233825206757
    },
    {
     "p": 0.06318965554237366,
     "m": 0.22079233825206757
    },
    {
     "p": 0.08546478301286697,
     "m": 0.22079233825206757
    },
    {
     "p": 0.05348505452275276,
     "m": 0.22079233825206757
    },
    {
     "p": 0.038192860782146454,
     "m": 0.22079233825206757
    },
    {
     "p": 0.055656466633081436,
     "m": 0.22079233825206757
    },
    {
     "p": 0.035269953310489655,
     "m": 0.22079233825206757
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 0.9070272445678711,
   "val_loss": 0.918816089630127,
   "acc": 71.57,
   "time": 121.5134170729998,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.058838993310928345,
     "m": 0.34522685408592224
    },
    {
     "p": 0.04956476390361786,
     "m": 0.34522685408592224
    },
    {
     "p": 0.07701381295919418,
     "m": 0.34522685408592224
    },
    {
     "p": 0.05208740010857582,
     "m": 0.34522685408592224
    },
    {
     "p": 0.04521294683218002,
     "m": 0.34522685408592224
    },
    {
     "p": 0.05144596844911575,
     "m": 0.34522685408592224
    },
    {
     "p": 0.041064951568841934,
     "m": 0.34522685408592224
    },
    {
     "p": 0.061592429876327515,
     "m": 0.34522685408592224
    },
    {
     "p": 0.038282088935375214,
     "m": 0.34522685408592224
    },
    {
     "p": 0.05712829902768135,
     "m": 0.34522685408592224
    },
    {
     "p": 0.05542711168527603,
     "m": 0.34522685408592224
    },
    {
     "p": 0.04817451164126396,
     "m": 0.34522685408592224
    },
    {
     "p": 0.0675198957324028,
     "m": 0.34522685408592224
    },
    {
     "p": 0.08368959277868271,
     "m": 0.34522685408592224
    },
    {
     "p": 0.07898461073637009,
     "m": 0.34522685408592224
    },
    {
     "p": 0.02928636036813259,
     "m": 0.34522685408592224
    },
    {
     "p": 0.05499736964702606,
     "m": 0.34522685408592224
    },
    {
     "p": 0.049688830971717834,
     "m": 0.34522685408592224
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 0.7969561815261841,
   "val_loss": 1.0652896165847778,
   "acc": 71.19,
   "time": 122.39027814200017,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06981313973665237,
     "m": 0.1161629855632782
    },
    {
     "p": 0.04404409974813461,
     "m": 0.1161629855632782
    },
    {
     "p": 0.06623965501785278,
     "m": 0.1161629855632782
    },
    {
     "p": 0.050605304539203644,
     "m": 0.1161629855632782
    },
    {
     "p": 0.05259111523628235,
     "m": 0.1161629855632782
    },
    {
     "p": 0.02473243698477745,
     "m": 0.1161629855632782
    },
    {
     "p": 0.05449511110782623,
     "m": 0.1161629855632782
    },
    {
     "p": 0.03423747420310974,
     "m": 0.1161629855632782
    },
    {
     "p": 0.06737076491117477,
     "m": 0.1161629855632782
    },
    {
     "p": 0.09246715903282166,
     "m": 0.1161629855632782
    },
    {
     "p": 0.05967475473880768,
     "m": 0.1161629855632782
    },
    {
     "p": 0.026919536292552948,
     "m": 0.1161629855632782
    },
    {
     "p": 0.07066234946250916,
     "m": 0.1161629855632782
    },
    {
     "p": 0.05699708312749863,
     "m": 0.1161629855632782
    },
    {
     "p": 0.07367923855781555,
     "m": 0.1161629855632782
    },
    {
     "p": 0.0333656370639801,
     "m": 0.1161629855632782
    },
    {
     "p": 0.057163383811712265,
     "m": 0.1161629855632782
    },
    {
     "p": 0.06494193524122238,
     "m": 0.1161629855632782
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 0.7373018264770508,
   "val_loss": 0.8388636708259583,
   "acc": 70.91,
   "time": 119.46067337299974,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0212501659989357,
     "m": 0.20787040889263153
    },
    {
     "p": 0.056729815900325775,
     "m": 0.20787040889263153
    },
    {
     "p": 0.08569669723510742,
     "m": 0.20787040889263153
    },
    {
     "p": 0.026916615664958954,
     "m": 0.20787040889263153
    },
    {
     "p": 0.07213106006383896,
     "m": 0.20787040889263153
    },
    {
     "p": 0.011977527290582657,
     "m": 0.20787040889263153
    },
    {
     "p": 0.07590721547603607,
     "m": 0.20787040889263153
    },
    {
     "p": 0.03020840510725975,
     "m": 0.20787040889263153
    },
    {
     "p": 0.044178180396556854,
     "m": 0.20787040889263153
    },
    {
     "p": 0.05046091601252556,
     "m": 0.20787040889263153
    },
    {
     "p": 0.06547991186380386,
     "m": 0.20787040889263153
    },
    {
     "p": 0.07036957889795303,
     "m": 0.20787040889263153
    },
    {
     "p": 0.09078778326511383,
     "m": 0.20787040889263153
    },
    {
     "p": 0.06121619790792465,
     "m": 0.20787040889263153
    },
    {
     "p": 0.08384334295988083,
     "m": 0.20787040889263153
    },
    {
     "p": 0.04991912096738815,
     "m": 0.20787040889263153
    },
    {
     "p": 0.0615123026072979,
     "m": 0.20787040889263153
    },
    {
     "p": 0.04141516983509064,
     "m": 0.20787040889263153
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 1.2056162357330322,
   "val_loss": 1.0505410432815552,
   "acc": 70.46,
   "time": 120.37399461699897,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06562880426645279,
     "m": 0.28600814938545227
    },
    {
     "p": 0.04247228056192398,
     "m": 0.28600814938545227
    },
    {
     "p": 0.09166431427001953,
     "m": 0.28600814938545227
    },
    {
     "p": 0.03922076150774956,
     "m": 0.28600814938545227
    },
    {
     "p": 0.04525933042168617,
     "m": 0.28600814938545227
    },
    {
     "p": 0.05774661526083946,
     "m": 0.28600814938545227
    },
    {
     "p": 0.0366034172475338,
     "m": 0.28600814938545227
    },
    {
     "p": 0.039803870022296906,
     "m": 0.28600814938545227
    },
    {
     "p": 0.06526245176792145,
     "m": 0.28600814938545227
    },
    {
     "p": 0.06903881579637527,
     "m": 0.28600814938545227
    },
    {
     "p": 0.039607323706150055,
     "m": 0.28600814938545227
    },
    {
     "p": 0.03399767726659775,
     "m": 0.28600814938545227
    },
    {
     "p": 0.03950851038098335,
     "m": 0.28600814938545227
    },
    {
     "p": 0.07493318617343903,
     "m": 0.28600814938545227
    },
    {
     "p": 0.0689677819609642,
     "m": 0.28600814938545227
    },
    {
     "p": 0.06618963181972504,
     "m": 0.28600814938545227
    },
    {
     "p": 0.059303756803274155,
     "m": 0.28600814938545227
    },
    {
     "p": 0.06479153782129288,
     "m": 0.28600814938545227
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 0.5930614471435547,
   "val_loss": 0.930048942565918,
   "acc": 71.33,
   "time": 120.70463736999955,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.05809810012578964,
     "m": 0.3153316080570221
    },
    {
     "p": 0.038919780403375626,
     "m": 0.3153316080570221
    },
    {
     "p": 0.08022451400756836,
     "m": 0.3153316080570221
    },
    {
     "p": 0.04472126066684723,
     "m": 0.3153316080570221
    },
    {
     "p": 0.04262470826506615,
     "m": 0.3153316080570221
    },
    {
     "p": 0.049728598445653915,
     "m": 0.3153316080570221
    },
    {
     "p": 0.058299798518419266,
     "m": 0.3153316080570221
    },
    {
     "p": 0.01659029722213745,
     "m": 0.3153316080570221
    },
    {
     "p": 0.05867166072130203,
     "m": 0.3153316080570221
    },
    {
     "p": 0.06645034998655319,
     "m": 0.3153316080570221
    },
    {
     "p": 0.06563472002744675,
     "m": 0.3153316080570221
    },
    {
     "p": 0.06085320562124252,
     "m": 0.3153316080570221
    },
    {
     "p": 0.07240071147680283,
     "m": 0.3153316080570221
    },
    {
     "p": 0.06693773716688156,
     "m": 0.3153316080570221
    },
    {
     "p": 0.06201700121164322,
     "m": 0.3153316080570221
    },
    {
     "p": 0.043077826499938965,
     "m": 0.3153316080570221
    },
    {
     "p": 0.06609969586133957,
     "m": 0.3153316080570221
    },
    {
     "p": 0.04864999279379845,
     "m": 0.3153316080570221
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 0.5218369960784912,
   "val_loss": 0.939167857170105,
   "acc": 70.91,
   "time": 122.59611128399956,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06103380024433136,
     "m": 0.25148871541023254
    },
    {
     "p": 0.06078050285577774,
     "m": 0.25148871541023254
    },
    {
     "p": 0.07493045181035995,
     "m": 0.25148871541023254
    },
    {
     "p": 0.02982153929769993,
     "m": 0.25148871541023254
    },
    {
     "p": 0.033985916525125504,
     "m": 0.25148871541023254
    },
    {
     "p": 0.04759025573730469,
     "m": 0.25148871541023254
    },
    {
     "p": 0.05094129964709282,
     "m": 0.25148871541023254
    },
    {
     "p": 0.05075932666659355,
     "m": 0.25148871541023254
    },
    {
     "p": 0.0618782676756382,
     "m": 0.25148871541023254
    },
    {
     "p": 0.061041802167892456,
     "m": 0.25148871541023254
    },
    {
     "p": 0.059447672218084335,
     "m": 0.25148871541023254
    },
    {
     "p": 0.06463413685560226,
     "m": 0.25148871541023254
    },
    {
     "p": 0.06686069071292877,
     "m": 0.25148871541023254
    },
    {
     "p": 0.058206118643283844,
     "m": 0.25148871541023254
    },
    {
     "p": 0.05803385004401207,
     "m": 0.25148871541023254
    },
    {
     "p": 0.06413570791482925,
     "m": 0.25148871541023254
    },
    {
     "p": 0.05548945441842079,
     "m": 0.25148871541023254
    },
    {
     "p": 0.040429167449474335,
     "m": 0.25148871541023254
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 1.0786776542663574,
   "val_loss": 1.01655113697052,
   "acc": 70.86,
   "time": 121.79649240900108,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06268980354070663,
     "m": 0.2521297037601471
    },
    {
     "p": 0.034649450331926346,
     "m": 0.2521297037601471
    },
    {
     "p": 0.09201674163341522,
     "m": 0.2521297037601471
    },
    {
     "p": 0.030852943658828735,
     "m": 0.2521297037601471
    },
    {
     "p": 0.05038328468799591,
     "m": 0.2521297037601471
    },
    {
     "p": 0.039457958191633224,
     "m": 0.2521297037601471
    },
    {
     "p": 0.05354313179850578,
     "m": 0.2521297037601471
    },
    {
     "p": 0.04125070944428444,
     "m": 0.2521297037601471
    },
    {
     "p": 0.07128674536943436,
     "m": 0.2521297037601471
    },
    {
     "p": 0.034618813544511795,
     "m": 0.2521297037601471
    },
    {
     "p": 0.06491709500551224,
     "m": 0.2521297037601471
    },
    {
     "p": 0.05046432465314865,
     "m": 0.2521297037601471
    },
    {
     "p": 0.09024306386709213,
     "m": 0.2521297037601471
    },
    {
     "p": 0.0408535972237587,
     "m": 0.2521297037601471
    },
    {
     "p": 0.06178773567080498,
     "m": 0.2521297037601471
    },
    {
     "p": 0.06489400565624237,
     "m": 0.2521297037601471
    },
    {
     "p": 0.061247970908880234,
     "m": 0.2521297037601471
    },
    {
     "p": 0.05484249070286751,
     "m": 0.2521297037601471
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 0.6442673206329346,
   "val_loss": 1.1379996538162231,
   "acc": 71.06,
   "time": 124.77018499400037,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06282006949186325,
     "m": 0.21229740977287292
    },
    {
     "p": 0.059525199234485626,
     "m": 0.21229740977287292
    },
    {
     "p": 0.09208574891090393,
     "m": 0.21229740977287292
    },
    {
     "p": 0.05448712781071663,
     "m": 0.21229740977287292
    },
    {
     "p": 0.044572606682777405,
     "m": 0.21229740977287292
    },
    {
     "p": 0.038367174565792084,
     "m": 0.21229740977287292
    },
    {
     "p": 0.05982964113354683,
     "m": 0.21229740977287292
    },
    {
     "p": 0.037644460797309875,
     "m": 0.21229740977287292
    },
    {
     "p": 0.061017535626888275,
     "m": 0.21229740977287292
    },
    {
     "p": 0.07738553732633591,
     "m": 0.21229740977287292
    },
    {
     "p": 0.06874829530715942,
     "m": 0.21229740977287292
    },
    {
     "p": 0.0555567629635334,
     "m": 0.21229740977287292
    },
    {
     "p": 0.04541868716478348,
     "m": 0.21229740977287292
    },
    {
     "p": 0.05734962224960327,
     "m": 0.21229740977287292
    },
    {
     "p": 0.04081002622842789,
     "m": 0.21229740977287292
    },
    {
     "p": 0.020129114389419556,
     "m": 0.21229740977287292
    },
    {
     "p": 0.0584554485976696,
     "m": 0.21229740977287292
    },
    {
     "p": 0.06579694151878357,
     "m": 0.21229740977287292
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 0.6628081798553467,
   "val_loss": 0.8971366286277771,
   "acc": 71.12,
   "time": 120.69730593399981,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.04844111204147339,
     "m": 0.23597818613052368
    },
    {
     "p": 0.04960837587714195,
     "m": 0.23597818613052368
    },
    {
     "p": 0.07924924790859222,
     "m": 0.23597818613052368
    },
    {
     "p": 0.0432676300406456,
     "m": 0.23597818613052368
    },
    {
     "p": 0.058995939791202545,
     "m": 0.23597818613052368
    },
    {
     "p": 0.04976426064968109,
     "m": 0.23597818613052368
    },
    {
     "p": 0.05913447216153145,
     "m": 0.23597818613052368
    },
    {
     "p": 0.021470334380865097,
     "m": 0.23597818613052368
    },
    {
     "p": 0.06268996000289917,
     "m": 0.23597818613052368
    },
    {
     "p": 0.05553651228547096,
     "m": 0.23597818613052368
    },
    {
     "p": 0.07383715361356735,
     "m": 0.23597818613052368
    },
    {
     "p": 0.05729524418711662,
     "m": 0.23597818613052368
    },
    {
     "p": 0.05787225440144539,
     "m": 0.23597818613052368
    },
    {
     "p": 0.047213971614837646,
     "m": 0.23597818613052368
    },
    {
     "p": 0.06430553644895554,
     "m": 0.23597818613052368
    },
    {
     "p": 0.06053491309285164,
     "m": 0.23597818613052368
    },
    {
     "p": 0.06232966482639313,
     "m": 0.23597818613052368
    },
    {
     "p": 0.04845350980758667,
     "m": 0.23597818613052368
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 1.2729531526565552,
   "val_loss": 1.0871702432632446,
   "acc": 71.27,
   "time": 122.75820784399912,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06241687014698982,
     "m": 0.43238314986228943
    },
    {
     "p": 0.05394461378455162,
     "m": 0.43238314986228943
    },
    {
     "p": 0.07709187269210815,
     "m": 0.43238314986228943
    },
    {
     "p": 0.04203479364514351,
     "m": 0.43238314986228943
    },
    {
     "p": 0.039820410311222076,
     "m": 0.43238314986228943
    },
    {
     "p": 0.055433738976716995,
     "m": 0.43238314986228943
    },
    {
     "p": 0.05774335563182831,
     "m": 0.43238314986228943
    },
    {
     "p": 0.05013163387775421,
     "m": 0.43238314986228943
    },
    {
     "p": 0.05633429065346718,
     "m": 0.43238314986228943
    },
    {
     "p": 0.07670079171657562,
     "m": 0.43238314986228943
    },
    {
     "p": 0.06039141118526459,
     "m": 0.43238314986228943
    },
    {
     "p": 0.04088853299617767,
     "m": 0.43238314986228943
    },
    {
     "p": 0.048225320875644684,
     "m": 0.43238314986228943
    },
    {
     "p": 0.07576403766870499,
     "m": 0.43238314986228943
    },
    {
     "p": 0.057633526623249054,
     "m": 0.43238314986228943
    },
    {
     "p": 0.052311383187770844,
     "m": 0.43238314986228943
    },
    {
     "p": 0.04655846580862999,
     "m": 0.43238314986228943
    },
    {
     "p": 0.04657488316297531,
     "m": 0.43238314986228943
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 1.2524495124816895,
   "val_loss": 1.063321828842163,
   "acc": 71.49,
   "time": 120.18088930200065,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0792398452758789,
     "m": 0.5324772596359253
    },
    {
     "p": 0.028351936489343643,
     "m": 0.5324772596359253
    },
    {
     "p": 0.08147788047790527,
     "m": 0.5324772596359253
    },
    {
     "p": 0.03903675824403763,
     "m": 0.5324772596359253
    },
    {
     "p": 0.045796673744916916,
     "m": 0.5324772596359253
    },
    {
     "p": 0.05080638453364372,
     "m": 0.5324772596359253
    },
    {
     "p": 0.08101749420166016,
     "m": 0.5324772596359253
    },
    {
     "p": 0.036593805998563766,
     "m": 0.5324772596359253
    },
    {
     "p": 0.06453368812799454,
     "m": 0.5324772596359253
    },
    {
     "p": 0.06924471259117126,
     "m": 0.5324772596359253
    },
    {
     "p": 0.04974604398012161,
     "m": 0.5324772596359253
    },
    {
     "p": 0.0539841428399086,
     "m": 0.5324772596359253
    },
    {
     "p": 0.049677252769470215,
     "m": 0.5324772596359253
    },
    {
     "p": 0.06807813793420792,
     "m": 0.5324772596359253
    },
    {
     "p": 0.062463320791721344,
     "m": 0.5324772596359253
    },
    {
     "p": 0.022540677338838577,
     "m": 0.5324772596359253
    },
    {
     "p": 0.06699465215206146,
     "m": 0.5324772596359253
    },
    {
     "p": 0.050416503101587296,
     "m": 0.5324772596359253
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 0.5919248461723328,
   "val_loss": 1.0706051588058472,
   "acc": 70.91,
   "time": 116.21570397899995,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06430068612098694,
     "m": 0.4475802779197693
    },
    {
     "p": 0.04028494656085968,
     "m": 0.4475802779197693
    },
    {
     "p": 0.05968804284930229,
     "m": 0.4475802779197693
    },
    {
     "p": 0.038515567779541016,
     "m": 0.4475802779197693
    },
    {
     "p": 0.04593566432595253,
     "m": 0.4475802779197693
    },
    {
     "p": 0.05886457487940788,
     "m": 0.4475802779197693
    },
    {
     "p": 0.0606391467154026,
     "m": 0.4475802779197693
    },
    {
     "p": 0.059557657688856125,
     "m": 0.4475802779197693
    },
    {
     "p": 0.06049846112728119,
     "m": 0.4475802779197693
    },
    {
     "p": 0.066395603120327,
     "m": 0.4475802779197693
    },
    {
     "p": 0.03845848888158798,
     "m": 0.4475802779197693
    },
    {
     "p": 0.05610286444425583,
     "m": 0.4475802779197693
    },
    {
     "p": 0.04620276018977165,
     "m": 0.4475802779197693
    },
    {
     "p": 0.07576236128807068,
     "m": 0.4475802779197693
    },
    {
     "p": 0.06526415050029755,
     "m": 0.4475802779197693
    },
    {
     "p": 0.045778680592775345,
     "m": 0.4475802779197693
    },
    {
     "p": 0.07798206061124802,
     "m": 0.4475802779197693
    },
    {
     "p": 0.039768390357494354,
     "m": 0.4475802779197693
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 0.49923184514045715,
   "val_loss": 1.037726640701294,
   "acc": 71.35,
   "time": 116.9676742540014,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06041289120912552,
     "m": 0.35625171661376953
    },
    {
     "p": 0.05443211644887924,
     "m": 0.35625171661376953
    },
    {
     "p": 0.08072628825902939,
     "m": 0.35625171661376953
    },
    {
     "p": 0.031068921089172363,
     "m": 0.35625171661376953
    },
    {
     "p": 0.03703267499804497,
     "m": 0.35625171661376953
    },
    {
     "p": 0.03665262833237648,
     "m": 0.35625171661376953
    },
    {
     "p": 0.06041598692536354,
     "m": 0.35625171661376953
    },
    {
     "p": 0.047375015914440155,
     "m": 0.35625171661376953
    },
    {
     "p": 0.06991102546453476,
     "m": 0.35625171661376953
    },
    {
     "p": 0.07258579879999161,
     "m": 0.35625171661376953
    },
    {
     "p": 0.045458365231752396,
     "m": 0.35625171661376953
    },
    {
     "p": 0.05731198564171791,
     "m": 0.35625171661376953
    },
    {
     "p": 0.05769023299217224,
     "m": 0.35625171661376953
    },
    {
     "p": 0.055513896048069,
     "m": 0.35625171661376953
    },
    {
     "p": 0.07024569064378738,
     "m": 0.35625171661376953
    },
    {
     "p": 0.05915818735957146,
     "m": 0.35625171661376953
    },
    {
     "p": 0.048676781356334686,
     "m": 0.35625171661376953
    },
    {
     "p": 0.05533147603273392,
     "m": 0.35625171661376953
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 0.8334329128265381,
   "val_loss": 0.9835562109947205,
   "acc": 71.38,
   "time": 114.8777466219999,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07012079656124115,
     "m": 0.37366729974746704
    },
    {
     "p": 0.05890693515539169,
     "m": 0.37366729974746704
    },
    {
     "p": 0.0514691099524498,
     "m": 0.37366729974746704
    },
    {
     "p": 0.035336725413799286,
     "m": 0.37366729974746704
    },
    {
     "p": 0.027791274711489677,
     "m": 0.37366729974746704
    },
    {
     "p": 0.035831473767757416,
     "m": 0.37366729974746704
    },
    {
     "p": 0.06257648020982742,
     "m": 0.37366729974746704
    },
    {
     "p": 0.0711703971028328,
     "m": 0.37366729974746704
    },
    {
     "p": 0.04975605383515358,
     "m": 0.37366729974746704
    },
    {
     "p": 0.06060066074132919,
     "m": 0.37366729974746704
    },
    {
     "p": 0.06563558429479599,
     "m": 0.37366729974746704
    },
    {
     "p": 0.05520596727728844,
     "m": 0.37366729974746704
    },
    {
     "p": 0.04077044501900673,
     "m": 0.37366729974746704
    },
    {
     "p": 0.046426109969615936,
     "m": 0.37366729974746704
    },
    {
     "p": 0.09557276219129562,
     "m": 0.37366729974746704
    },
    {
     "p": 0.05857694149017334,
     "m": 0.37366729974746704
    },
    {
     "p": 0.05663374066352844,
     "m": 0.37366729974746704
    },
    {
     "p": 0.05761848762631416,
     "m": 0.37366729974746704
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 0.6909376978874207,
   "val_loss": 0.7977613806724548,
   "acc": 71.67,
   "time": 112.45501648400023,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.05627533793449402,
     "m": 0.2704046070575714
    },
    {
     "p": 0.060192376375198364,
     "m": 0.2704046070575714
    },
    {
     "p": 0.08169859647750854,
     "m": 0.2704046070575714
    },
    {
     "p": 0.029170025140047073,
     "m": 0.2704046070575714
    },
    {
     "p": 0.04448522627353668,
     "m": 0.2704046070575714
    },
    {
     "p": 0.045593660324811935,
     "m": 0.2704046070575714
    },
    {
     "p": 0.06367330998182297,
     "m": 0.2704046070575714
    },
    {
     "p": 0.06228075176477432,
     "m": 0.2704046070575714
    },
    {
     "p": 0.05344242602586746,
     "m": 0.2704046070575714
    },
    {
     "p": 0.04753277823328972,
     "m": 0.2704046070575714
    },
    {
     "p": 0.07331056892871857,
     "m": 0.2704046070575714
    },
    {
     "p": 0.059778522700071335,
     "m": 0.2704046070575714
    },
    {
     "p": 0.05724632740020752,
     "m": 0.2704046070575714
    },
    {
     "p": 0.053479522466659546,
     "m": 0.2704046070575714
    },
    {
     "p": 0.060289233922958374,
     "m": 0.2704046070575714
    },
    {
     "p": 0.04071299731731415,
     "m": 0.2704046070575714
    },
    {
     "p": 0.05445398762822151,
     "m": 0.2704046070575714
    },
    {
     "p": 0.056384433060884476,
     "m": 0.2704046070575714
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 0.6342217326164246,
   "val_loss": 1.0546679496765137,
   "acc": 71.53,
   "time": 122.95855289800056,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07229245454072952,
     "m": 0.23910930752754211
    },
    {
     "p": 0.04585835337638855,
     "m": 0.23910930752754211
    },
    {
     "p": 0.07021157443523407,
     "m": 0.23910930752754211
    },
    {
     "p": 0.060859404504299164,
     "m": 0.23910930752754211
    },
    {
     "p": 0.06755562871694565,
     "m": 0.23910930752754211
    },
    {
     "p": 0.0531780906021595,
     "m": 0.23910930752754211
    },
    {
     "p": 0.05748913809657097,
     "m": 0.23910930752754211
    },
    {
     "p": 0.055366020649671555,
     "m": 0.23910930752754211
    },
    {
     "p": 0.0556475967168808,
     "m": 0.23910930752754211
    },
    {
     "p": 0.06546016037464142,
     "m": 0.23910930752754211
    },
    {
     "p": 0.06284753233194351,
     "m": 0.23910930752754211
    },
    {
     "p": 0.04918387904763222,
     "m": 0.23910930752754211
    },
    {
     "p": 0.06109926104545593,
     "m": 0.23910930752754211
    },
    {
     "p": 0.052232351154088974,
     "m": 0.23910930752754211
    },
    {
     "p": 0.05589447543025017,
     "m": 0.23910930752754211
    },
    {
     "p": 0.013689638115465641,
     "m": 0.23910930752754211
    },
    {
     "p": 0.07798288017511368,
     "m": 0.23910930752754211
    },
    {
     "p": 0.02315145917236805,
     "m": 0.23910930752754211
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 0.8197634220123291,
   "val_loss": 1.0875458717346191,
   "acc": 71.5,
   "time": 127.72470679300022,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07171822339296341,
     "m": 0.18318110704421997
    },
    {
     "p": 0.057588689029216766,
     "m": 0.18318110704421997
    },
    {
     "p": 0.08939167857170105,
     "m": 0.18318110704421997
    },
    {
     "p": 0.0405997596681118,
     "m": 0.18318110704421997
    },
    {
     "p": 0.04365011677145958,
     "m": 0.18318110704421997
    },
    {
     "p": 0.0351635105907917,
     "m": 0.18318110704421997
    },
    {
     "p": 0.06453771889209747,
     "m": 0.18318110704421997
    },
    {
     "p": 0.0372062623500824,
     "m": 0.18318110704421997
    },
    {
     "p": 0.07061848044395447,
     "m": 0.18318110704421997
    },
    {
     "p": 0.06314674019813538,
     "m": 0.18318110704421997
    },
    {
     "p": 0.05406031385064125,
     "m": 0.18318110704421997
    },
    {
     "p": 0.029993830248713493,
     "m": 0.18318110704421997
    },
    {
     "p": 0.05848832428455353,
     "m": 0.18318110704421997
    },
    {
     "p": 0.06242359057068825,
     "m": 0.18318110704421997
    },
    {
     "p": 0.06547367572784424,
     "m": 0.18318110704421997
    },
    {
     "p": 0.04406069964170456,
     "m": 0.18318110704421997
    },
    {
     "p": 0.048125773668289185,
     "m": 0.18318110704421997
    },
    {
     "p": 0.0637526884675026,
     "m": 0.18318110704421997
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 0.5386935472488403,
   "val_loss": 1.0524147748947144,
   "acc": 70.75,
   "time": 127.44806060200062,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0637383684515953,
     "m": 0.19714590907096863
    },
    {
     "p": 0.05848592892289162,
     "m": 0.19714590907096863
    },
    {
     "p": 0.07745367288589478,
     "m": 0.19714590907096863
    },
    {
     "p": 0.03508226200938225,
     "m": 0.19714590907096863
    },
    {
     "p": 0.05189160630106926,
     "m": 0.19714590907096863
    },
    {
     "p": 0.052989210933446884,
     "m": 0.19714590907096863
    },
    {
     "p": 0.04493046551942825,
     "m": 0.19714590907096863
    },
    {
     "p": 0.04646747186779976,
     "m": 0.19714590907096863
    },
    {
     "p": 0.06746614724397659,
     "m": 0.19714590907096863
    },
    {
     "p": 0.08218605071306229,
     "m": 0.19714590907096863
    },
    {
     "p": 0.07658152282238007,
     "m": 0.19714590907096863
    },
    {
     "p": 0.053832631558179855,
     "m": 0.19714590907096863
    },
    {
     "p": 0.062412578612565994,
     "m": 0.19714590907096863
    },
    {
     "p": 0.06079179793596268,
     "m": 0.19714590907096863
    },
    {
     "p": 0.021168218925595284,
     "m": 0.19714590907096863
    },
    {
     "p": 0.04156232252717018,
     "m": 0.19714590907096863
    },
    {
     "p": 0.054127614945173264,
     "m": 0.19714590907096863
    },
    {
     "p": 0.048832159489393234,
     "m": 0.19714590907096863
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 0.575701117515564,
   "val_loss": 0.9592941999435425,
   "acc": 70.78,
   "time": 119.7786443999994,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06666172295808792,
     "m": 0.14390325546264648
    },
    {
     "p": 0.05412524566054344,
     "m": 0.14390325546264648
    },
    {
     "p": 0.07583808898925781,
     "m": 0.14390325546264648
    },
    {
     "p": 0.045244041830301285,
     "m": 0.14390325546264648
    },
    {
     "p": 0.041916266083717346,
     "m": 0.14390325546264648
    },
    {
     "p": 0.05661359056830406,
     "m": 0.14390325546264648
    },
    {
     "p": 0.046122439205646515,
     "m": 0.14390325546264648
    },
    {
     "p": 0.03600086271762848,
     "m": 0.14390325546264648
    },
    {
     "p": 0.08944089710712433,
     "m": 0.14390325546264648
    },
    {
     "p": 0.047056645154953,
     "m": 0.14390325546264648
    },
    {
     "p": 0.06532052159309387,
     "m": 0.14390325546264648
    },
    {
     "p": 0.05057067424058914,
     "m": 0.14390325546264648
    },
    {
     "p": 0.04663868993520737,
     "m": 0.14390325546264648
    },
    {
     "p": 0.06713107973337173,
     "m": 0.14390325546264648
    },
    {
     "p": 0.05330421403050423,
     "m": 0.14390325546264648
    },
    {
     "p": 0.04630851745605469,
     "m": 0.14390325546264648
    },
    {
     "p": 0.059811174869537354,
     "m": 0.14390325546264648
    },
    {
     "p": 0.051895301789045334,
     "m": 0.14390325546264648
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 0.5780331492424011,
   "val_loss": 1.1421787738800049,
   "acc": 71.0,
   "time": 121.70573425300063,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.030191656202077866,
     "m": 0.1273241490125656
    },
    {
     "p": 0.06227143853902817,
     "m": 0.1273241490125656
    },
    {
     "p": 0.09603717178106308,
     "m": 0.1273241490125656
    },
    {
     "p": 0.042542021721601486,
     "m": 0.1273241490125656
    },
    {
     "p": 0.0005412144237197936,
     "m": 0.1273241490125656
    },
    {
     "p": 0.042254336178302765,
     "m": 0.1273241490125656
    },
    {
     "p": 0.007768445182591677,
     "m": 0.1273241490125656
    },
    {
     "p": 0.060869570821523666,
     "m": 0.1273241490125656
    },
    {
     "p": 0.08057043701410294,
     "m": 0.1273241490125656
    },
    {
     "p": 0.0639355257153511,
     "m": 0.1273241490125656
    },
    {
     "p": 0.06767791509628296,
     "m": 0.1273241490125656
    },
    {
     "p": 0.05308310687541962,
     "m": 0.1273241490125656
    },
    {
     "p": 0.0571514368057251,
     "m": 0.1273241490125656
    },
    {
     "p": 0.06666585803031921,
     "m": 0.1273241490125656
    },
    {
     "p": 0.08771400153636932,
     "m": 0.1273241490125656
    },
    {
     "p": 0.058662474155426025,
     "m": 0.1273241490125656
    },
    {
     "p": 0.06697054952383041,
     "m": 0.1273241490125656
    },
    {
     "p": 0.055092740803956985,
     "m": 0.1273241490125656
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 0.6658613681793213,
   "val_loss": 1.0087854862213135,
   "acc": 70.67,
   "time": 121.83012419400075,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07274217903614044,
     "m": 0.2651941180229187
    },
    {
     "p": 0.06255582720041275,
     "m": 0.2651941180229187
    },
    {
     "p": 0.06850365549325943,
     "m": 0.2651941180229187
    },
    {
     "p": 0.05075603723526001,
     "m": 0.2651941180229187
    },
    {
     "p": 0.03798583894968033,
     "m": 0.2651941180229187
    },
    {
     "p": 0.06023631617426872,
     "m": 0.2651941180229187
    },
    {
     "p": 0.055805981159210205,
     "m": 0.2651941180229187
    },
    {
     "p": 0.06412489712238312,
     "m": 0.2651941180229187
    },
    {
     "p": 0.06931668519973755,
     "m": 0.2651941180229187
    },
    {
     "p": 0.07344479113817215,
     "m": 0.2651941180229187
    },
    {
     "p": 0.0530700609087944,
     "m": 0.2651941180229187
    },
    {
     "p": 0.012336659245193005,
     "m": 0.2651941180229187
    },
    {
     "p": 0.05345020070672035,
     "m": 0.2651941180229187
    },
    {
     "p": 0.05465283244848251,
     "m": 0.2651941180229187
    },
    {
     "p": 0.06461819261312485,
     "m": 0.2651941180229187
    },
    {
     "p": 0.027577582746744156,
     "m": 0.2651941180229187
    },
    {
     "p": 0.07844018191099167,
     "m": 0.2651941180229187
    },
    {
     "p": 0.04038215056061745,
     "m": 0.2651941180229187
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 0.9540382623672485,
   "val_loss": 1.0629417896270752,
   "acc": 70.52,
   "time": 119.56562187999953,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0645645335316658,
     "m": 0.3007550835609436
    },
    {
     "p": 0.06396207958459854,
     "m": 0.3007550835609436
    },
    {
     "p": 0.08106949180364609,
     "m": 0.3007550835609436
    },
    {
     "p": 0.06061112508177757,
     "m": 0.3007550835609436
    },
    {
     "p": 0.05113222822546959,
     "m": 0.3007550835609436
    },
    {
     "p": 0.029486410319805145,
     "m": 0.3007550835609436
    },
    {
     "p": 0.05341706797480583,
     "m": 0.3007550835609436
    },
    {
     "p": 0.05497909337282181,
     "m": 0.3007550835609436
    },
    {
     "p": 0.06769807636737823,
     "m": 0.3007550835609436
    },
    {
     "p": 0.05389374867081642,
     "m": 0.3007550835609436
    },
    {
     "p": 0.07688859850168228,
     "m": 0.3007550835609436
    },
    {
     "p": 0.0533452033996582,
     "m": 0.3007550835609436
    },
    {
     "p": 0.049944084137678146,
     "m": 0.3007550835609436
    },
    {
     "p": 0.05516279488801956,
     "m": 0.3007550835609436
    },
    {
     "p": 0.04418928548693657,
     "m": 0.3007550835609436
    },
    {
     "p": 0.05069294571876526,
     "m": 0.3007550835609436
    },
    {
     "p": 0.04172751307487488,
     "m": 0.3007550835609436
    },
    {
     "p": 0.047235701233148575,
     "m": 0.3007550835609436
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 0.6824491620063782,
   "val_loss": 0.9500036239624023,
   "acc": 70.43,
   "time": 125.40632415899927,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06689473986625671,
     "m": 0.3176574110984802
    },
    {
     "p": 0.05702275037765503,
     "m": 0.3176574110984802
    },
    {
     "p": 0.08487263321876526,
     "m": 0.3176574110984802
    },
    {
     "p": 0.046013243496418,
     "m": 0.3176574110984802
    },
    {
     "p": 0.06534267961978912,
     "m": 0.3176574110984802
    },
    {
     "p": 0.043439630419015884,
     "m": 0.3176574110984802
    },
    {
     "p": 0.04206473007798195,
     "m": 0.3176574110984802
    },
    {
     "p": 0.04240458831191063,
     "m": 0.3176574110984802
    },
    {
     "p": 0.07736663520336151,
     "m": 0.3176574110984802
    },
    {
     "p": 0.05527234449982643,
     "m": 0.3176574110984802
    },
    {
     "p": 0.05970267206430435,
     "m": 0.3176574110984802
    },
    {
     "p": 0.05934914946556091,
     "m": 0.3176574110984802
    },
    {
     "p": 0.054895251989364624,
     "m": 0.3176574110984802
    },
    {
     "p": 0.04175931587815285,
     "m": 0.3176574110984802
    },
    {
     "p": 0.05655219405889511,
     "m": 0.3176574110984802
    },
    {
     "p": 0.046943750232458115,
     "m": 0.3176574110984802
    },
    {
     "p": 0.04547258839011192,
     "m": 0.3176574110984802
    },
    {
     "p": 0.05463109537959099,
     "m": 0.3176574110984802
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 1.1763287782669067,
   "val_loss": 1.0355381965637207,
   "acc": 70.3,
   "time": 122.25537706899922,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07635698467493057,
     "m": 0.3676000237464905
    },
    {
     "p": 0.048558466136455536,
     "m": 0.3676000237464905
    },
    {
     "p": 0.09398297965526581,
     "m": 0.3676000237464905
    },
    {
     "p": 0.04955219477415085,
     "m": 0.3676000237464905
    },
    {
     "p": 0.038145847618579865,
     "m": 0.3676000237464905
    },
    {
     "p": 0.0685468316078186,
     "m": 0.3676000237464905
    },
    {
     "p": 0.05267079174518585,
     "m": 0.3676000237464905
    },
    {
     "p": 0.022690966725349426,
     "m": 0.3676000237464905
    },
    {
     "p": 0.08348410576581955,
     "m": 0.3676000237464905
    },
    {
     "p": 0.06484449654817581,
     "m": 0.3676000237464905
    },
    {
     "p": 0.018109578639268875,
     "m": 0.3676000237464905
    },
    {
     "p": 0.04290974140167236,
     "m": 0.3676000237464905
    },
    {
     "p": 0.06021755188703537,
     "m": 0.3676000237464905
    },
    {
     "p": 0.06781896948814392,
     "m": 0.3676000237464905
    },
    {
     "p": 0.06158953160047531,
     "m": 0.3676000237464905
    },
    {
     "p": 0.028945323079824448,
     "m": 0.3676000237464905
    },
    {
     "p": 0.06467840075492859,
     "m": 0.3676000237464905
    },
    {
     "p": 0.05689728632569313,
     "m": 0.3676000237464905
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 0.640865683555603,
   "val_loss": 0.9524474143981934,
   "acc": 72.0,
   "time": 123.50870424599998,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07459147274494171,
     "m": 0.24131733179092407
    },
    {
     "p": 0.0626937597990036,
     "m": 0.24131733179092407
    },
    {
     "p": 0.08251570910215378,
     "m": 0.24131733179092407
    },
    {
     "p": 0.04583180695772171,
     "m": 0.24131733179092407
    },
    {
     "p": 0.04572279378771782,
     "m": 0.24131733179092407
    },
    {
     "p": 0.04225755110383034,
     "m": 0.24131733179092407
    },
    {
     "p": 0.05699104815721512,
     "m": 0.24131733179092407
    },
    {
     "p": 0.042675554752349854,
     "m": 0.24131733179092407
    },
    {
     "p": 0.05126626044511795,
     "m": 0.24131733179092407
    },
    {
     "p": 0.0688411071896553,
     "m": 0.24131733179092407
    },
    {
     "p": 0.04703974723815918,
     "m": 0.24131733179092407
    },
    {
     "p": 0.05889727175235748,
     "m": 0.24131733179092407
    },
    {
     "p": 0.05318651720881462,
     "m": 0.24131733179092407
    },
    {
     "p": 0.055084019899368286,
     "m": 0.24131733179092407
    },
    {
     "p": 0.0758838951587677,
     "m": 0.24131733179092407
    },
    {
     "p": 0.04347545653581619,
     "m": 0.24131733179092407
    },
    {
     "p": 0.03936535865068436,
     "m": 0.24131733179092407
    },
    {
     "p": 0.05368068814277649,
     "m": 0.24131733179092407
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 0.7439352869987488,
   "val_loss": 1.082189679145813,
   "acc": 71.45,
   "time": 126.14428246899843,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06057431176304817,
     "m": 0.1949162781238556
    },
    {
     "p": 0.06569067388772964,
     "m": 0.1949162781238556
    },
    {
     "p": 0.08201737701892853,
     "m": 0.1949162781238556
    },
    {
     "p": 0.057354703545570374,
     "m": 0.1949162781238556
    },
    {
     "p": 0.048897866159677505,
     "m": 0.1949162781238556
    },
    {
     "p": 0.04533299431204796,
     "m": 0.1949162781238556
    },
    {
     "p": 0.04182341322302818,
     "m": 0.1949162781238556
    },
    {
     "p": 0.03482843190431595,
     "m": 0.1949162781238556
    },
    {
     "p": 0.08275005221366882,
     "m": 0.1949162781238556
    },
    {
     "p": 0.06342479586601257,
     "m": 0.1949162781238556
    },
    {
     "p": 0.05741136893630028,
     "m": 0.1949162781238556
    },
    {
     "p": 0.038322631269693375,
     "m": 0.1949162781238556
    },
    {
     "p": 0.05568964034318924,
     "m": 0.1949162781238556
    },
    {
     "p": 0.06234990805387497,
     "m": 0.1949162781238556
    },
    {
     "p": 0.038509517908096313,
     "m": 0.1949162781238556
    },
    {
     "p": 0.050227321684360504,
     "m": 0.1949162781238556
    },
    {
     "p": 0.06467553228139877,
     "m": 0.1949162781238556
    },
    {
     "p": 0.050119489431381226,
     "m": 0.1949162781238556
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 0.4943529963493347,
   "val_loss": 0.9458569288253784,
   "acc": 70.82,
   "time": 123.60574769300001,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.04062385857105255,
     "m": 0.1886879950761795
    },
    {
     "p": 0.0669410303235054,
     "m": 0.1886879950761795
    },
    {
     "p": 0.09853989630937576,
     "m": 0.1886879950761795
    },
    {
     "p": 0.047711778432130814,
     "m": 0.1886879950761795
    },
    {
     "p": 0.045626167207956314,
     "m": 0.1886879950761795
    },
    {
     "p": 0.024696536362171173,
     "m": 0.1886879950761795
    },
    {
     "p": 0.05929044261574745,
     "m": 0.1886879950761795
    },
    {
     "p": 0.0223369263112545,
     "m": 0.1886879950761795
    },
    {
     "p": 0.0787268579006195,
     "m": 0.1886879950761795
    },
    {
     "p": 0.08209287375211716,
     "m": 0.1886879950761795
    },
    {
     "p": 0.06879016011953354,
     "m": 0.1886879950761795
    },
    {
     "p": 0.048526257276535034,
     "m": 0.1886879950761795
    },
    {
     "p": 0.03700685873627663,
     "m": 0.1886879950761795
    },
    {
     "p": 0.055301472544670105,
     "m": 0.1886879950761795
    },
    {
     "p": 0.06361941993236542,
     "m": 0.1886879950761795
    },
    {
     "p": 0.028607865795493126,
     "m": 0.1886879950761795
    },
    {
     "p": 0.05778734013438225,
     "m": 0.1886879950761795
    },
    {
     "p": 0.07377426326274872,
     "m": 0.1886879950761795
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 0.747008740901947,
   "val_loss": 1.0506364107131958,
   "acc": 70.2,
   "time": 121.98697512099898,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.08989305049180984,
     "m": 0.2667638659477234
    },
    {
     "p": 0.06850705295801163,
     "m": 0.2667638659477234
    },
    {
     "p": 0.059223297983407974,
     "m": 0.2667638659477234
    },
    {
     "p": 0.03804812952876091,
     "m": 0.2667638659477234
    },
    {
     "p": 0.016186965629458427,
     "m": 0.2667638659477234
    },
    {
     "p": 0.04641137644648552,
     "m": 0.2667638659477234
    },
    {
     "p": 0.030124332755804062,
     "m": 0.2667638659477234
    },
    {
     "p": 0.021598199382424355,
     "m": 0.2667638659477234
    },
    {
     "p": 0.08576861023902893,
     "m": 0.2667638659477234
    },
    {
     "p": 0.05936299264431,
     "m": 0.2667638659477234
    },
    {
     "p": 0.06796903908252716,
     "m": 0.2667638659477234
    },
    {
     "p": 0.037608712911605835,
     "m": 0.2667638659477234
    },
    {
     "p": 0.06864909827709198,
     "m": 0.2667638659477234
    },
    {
     "p": 0.06263789534568787,
     "m": 0.2667638659477234
    },
    {
     "p": 0.06307172030210495,
     "m": 0.2667638659477234
    },
    {
     "p": 0.045931603759527206,
     "m": 0.2667638659477234
    },
    {
     "p": 0.07222960144281387,
     "m": 0.2667638659477234
    },
    {
     "p": 0.06677840650081635,
     "m": 0.2667638659477234
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 0.5715728402137756,
   "val_loss": 1.0236364603042603,
   "acc": 70.87,
   "time": 123.52763411900014,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0677383691072464,
     "m": 0.2716202437877655
    },
    {
     "p": 0.06352346390485764,
     "m": 0.2716202437877655
    },
    {
     "p": 0.06516972929239273,
     "m": 0.2716202437877655
    },
    {
     "p": 0.041539266705513,
     "m": 0.2716202437877655
    },
    {
     "p": 0.03647672012448311,
     "m": 0.2716202437877655
    },
    {
     "p": 0.046555209904909134,
     "m": 0.2716202437877655
    },
    {
     "p": 0.05592116713523865,
     "m": 0.2716202437877655
    },
    {
     "p": 0.05342802032828331,
     "m": 0.2716202437877655
    },
    {
     "p": 0.06989067047834396,
     "m": 0.2716202437877655
    },
    {
     "p": 0.05703168362379074,
     "m": 0.2716202437877655
    },
    {
     "p": 0.06522567570209503,
     "m": 0.2716202437877655
    },
    {
     "p": 0.04882887750864029,
     "m": 0.2716202437877655
    },
    {
     "p": 0.04920351877808571,
     "m": 0.2716202437877655
    },
    {
     "p": 0.05759814754128456,
     "m": 0.2716202437877655
    },
    {
     "p": 0.06281154602766037,
     "m": 0.2716202437877655
    },
    {
     "p": 0.033364441245794296,
     "m": 0.2716202437877655
    },
    {
     "p": 0.06930111348628998,
     "m": 0.2716202437877655
    },
    {
     "p": 0.05639240890741348,
     "m": 0.2716202437877655
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 0.6170411109924316,
   "val_loss": 1.071754813194275,
   "acc": 70.51,
   "time": 124.72054754000055,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06802365183830261,
     "m": 0.19410298764705658
    },
    {
     "p": 0.06717640906572342,
     "m": 0.19410298764705658
    },
    {
     "p": 0.07505753636360168,
     "m": 0.19410298764705658
    },
    {
     "p": 0.05104700103402138,
     "m": 0.19410298764705658
    },
    {
     "p": 0.03969818353652954,
     "m": 0.19410298764705658
    },
    {
     "p": 0.047694891691207886,
     "m": 0.19410298764705658
    },
    {
     "p": 0.06623400002717972,
     "m": 0.19410298764705658
    },
    {
     "p": 0.057288456708192825,
     "m": 0.19410298764705658
    },
    {
     "p": 0.07085978239774704,
     "m": 0.19410298764705658
    },
    {
     "p": 0.031549472361803055,
     "m": 0.19410298764705658
    },
    {
     "p": 0.06081266701221466,
     "m": 0.19410298764705658
    },
    {
     "p": 0.05532227084040642,
     "m": 0.19410298764705658
    },
    {
     "p": 0.06306137144565582,
     "m": 0.19410298764705658
    },
    {
     "p": 0.05971009284257889,
     "m": 0.19410298764705658
    },
    {
     "p": 0.06510478258132935,
     "m": 0.19410298764705658
    },
    {
     "p": 0.04854331538081169,
     "m": 0.19410298764705658
    },
    {
     "p": 0.021464800462126732,
     "m": 0.19410298764705658
    },
    {
     "p": 0.051351264119148254,
     "m": 0.19410298764705658
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 0.7070633769035339,
   "val_loss": 1.0375458002090454,
   "acc": 70.37,
   "time": 115.73603742799969,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.04924687370657921,
     "m": 0.3249012231826782
    },
    {
     "p": 0.06300968676805496,
     "m": 0.3249012231826782
    },
    {
     "p": 0.08195875585079193,
     "m": 0.3249012231826782
    },
    {
     "p": 0.0521632544696331,
     "m": 0.3249012231826782
    },
    {
     "p": 0.04728687182068825,
     "m": 0.3249012231826782
    },
    {
     "p": 0.04168292135000229,
     "m": 0.3249012231826782
    },
    {
     "p": 0.04827386885881424,
     "m": 0.3249012231826782
    },
    {
     "p": 0.0449485257267952,
     "m": 0.3249012231826782
    },
    {
     "p": 0.06035469099879265,
     "m": 0.3249012231826782
    },
    {
     "p": 0.07260899245738983,
     "m": 0.3249012231826782
    },
    {
     "p": 0.06517250090837479,
     "m": 0.3249012231826782
    },
    {
     "p": 0.04429741948843002,
     "m": 0.3249012231826782
    },
    {
     "p": 0.05914725363254547,
     "m": 0.3249012231826782
    },
    {
     "p": 0.07590121775865555,
     "m": 0.3249012231826782
    },
    {
     "p": 0.05312470719218254,
     "m": 0.3249012231826782
    },
    {
     "p": 0.04460226371884346,
     "m": 0.3249012231826782
    },
    {
     "p": 0.04454290494322777,
     "m": 0.3249012231826782
    },
    {
     "p": 0.051677145063877106,
     "m": 0.3249012231826782
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 0.7875626683235168,
   "val_loss": 1.1597806215286255,
   "acc": 71.15,
   "time": 116.41125497899884,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.047138895839452744,
     "m": 0.23845480382442474
    },
    {
     "p": 0.08265122771263123,
     "m": 0.23845480382442474
    },
    {
     "p": 0.0983148142695427,
     "m": 0.23845480382442474
    },
    {
     "p": 0.01170014962553978,
     "m": 0.23845480382442474
    },
    {
     "p": 0.034113429486751556,
     "m": 0.23845480382442474
    },
    {
     "p": 0.06257490813732147,
     "m": 0.23845480382442474
    },
    {
     "p": 0.03115920163691044,
     "m": 0.23845480382442474
    },
    {
     "p": 0.04263747110962868,
     "m": 0.23845480382442474
    },
    {
     "p": 0.04482916742563248,
     "m": 0.23845480382442474
    },
    {
     "p": 0.07166334986686707,
     "m": 0.23845480382442474
    },
    {
     "p": 0.06357211619615555,
     "m": 0.23845480382442474
    },
    {
     "p": 0.048221323639154434,
     "m": 0.23845480382442474
    },
    {
     "p": 0.07165177911520004,
     "m": 0.23845480382442474
    },
    {
     "p": 0.07400283217430115,
     "m": 0.23845480382442474
    },
    {
     "p": 0.06678835302591324,
     "m": 0.23845480382442474
    },
    {
     "p": 0.05106708034873009,
     "m": 0.23845480382442474
    },
    {
     "p": 0.05221301689743996,
     "m": 0.23845480382442474
    },
    {
     "p": 0.04570098593831062,
     "m": 0.23845480382442474
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 0.5999349355697632,
   "val_loss": 0.9583640098571777,
   "acc": 70.93,
   "time": 112.0657790339992,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.05195210129022598,
     "m": 0.16461050510406494
    },
    {
     "p": 0.060681525617837906,
     "m": 0.16461050510406494
    },
    {
     "p": 0.09681869298219681,
     "m": 0.16461050510406494
    },
    {
     "p": 0.02990243397653103,
     "m": 0.16461050510406494
    },
    {
     "p": 0.04340636357665062,
     "m": 0.16461050510406494
    },
    {
     "p": 0.028074806556105614,
     "m": 0.16461050510406494
    },
    {
     "p": 0.04823698103427887,
     "m": 0.16461050510406494
    },
    {
     "p": 0.04964984953403473,
     "m": 0.16461050510406494
    },
    {
     "p": 0.06012913957238197,
     "m": 0.16461050510406494
    },
    {
     "p": 0.09245306253433228,
     "m": 0.16461050510406494
    },
    {
     "p": 0.05754013732075691,
     "m": 0.16461050510406494
    },
    {
     "p": 0.04866809770464897,
     "m": 0.16461050510406494
    },
    {
     "p": 0.06856745481491089,
     "m": 0.16461050510406494
    },
    {
     "p": 0.06447794288396835,
     "m": 0.16461050510406494
    },
    {
     "p": 0.06590825319290161,
     "m": 0.16461050510406494
    },
    {
     "p": 0.03881760686635971,
     "m": 0.16461050510406494
    },
    {
     "p": 0.04193463921546936,
     "m": 0.16461050510406494
    },
    {
     "p": 0.052780795842409134,
     "m": 0.16461050510406494
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 0.7857679128646851,
   "val_loss": 1.1251505613327026,
   "acc": 71.36,
   "time": 109.194763047999,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.045187581330537796,
     "m": 0.1824684739112854
    },
    {
     "p": 0.058126021176576614,
     "m": 0.1824684739112854
    },
    {
     "p": 0.07626400142908096,
     "m": 0.1824684739112854
    },
    {
     "p": 0.015145160257816315,
     "m": 0.1824684739112854
    },
    {
     "p": 0.05276748910546303,
     "m": 0.1824684739112854
    },
    {
     "p": 0.04574687406420708,
     "m": 0.1824684739112854
    },
    {
     "p": 0.021271074190735817,
     "m": 0.1824684739112854
    },
    {
     "p": 0.05753837153315544,
     "m": 0.1824684739112854
    },
    {
     "p": 0.06850643455982208,
     "m": 0.1824684739112854
    },
    {
     "p": 0.0742126926779747,
     "m": 0.1824684739112854
    },
    {
     "p": 0.08032910525798798,
     "m": 0.1824684739112854
    },
    {
     "p": 0.04926731064915657,
     "m": 0.1824684739112854
    },
    {
     "p": 0.06918592751026154,
     "m": 0.1824684739112854
    },
    {
     "p": 0.06555571407079697,
     "m": 0.1824684739112854
    },
    {
     "p": 0.06259007006883621,
     "m": 0.1824684739112854
    },
    {
     "p": 0.05997886881232262,
     "m": 0.1824684739112854
    },
    {
     "p": 0.034569866955280304,
     "m": 0.1824684739112854
    },
    {
     "p": 0.06375744193792343,
     "m": 0.1824684739112854
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 0.7325432896614075,
   "val_loss": 1.301292896270752,
   "acc": 70.47,
   "time": 119.14314758999899,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.05384617671370506,
     "m": 0.3000444173812866
    },
    {
     "p": 0.06785979866981506,
     "m": 0.3000444173812866
    },
    {
     "p": 0.08645164966583252,
     "m": 0.3000444173812866
    },
    {
     "p": 0.05231890082359314,
     "m": 0.3000444173812866
    },
    {
     "p": 0.029423706233501434,
     "m": 0.3000444173812866
    },
    {
     "p": 0.042655348777770996,
     "m": 0.3000444173812866
    },
    {
     "p": 0.05101742222905159,
     "m": 0.3000444173812866
    },
    {
     "p": 0.04866941273212433,
     "m": 0.3000444173812866
    },
    {
     "p": 0.06853699684143066,
     "m": 0.3000444173812866
    },
    {
     "p": 0.05188414826989174,
     "m": 0.3000444173812866
    },
    {
     "p": 0.0720539465546608,
     "m": 0.3000444173812866
    },
    {
     "p": 0.050906870514154434,
     "m": 0.3000444173812866
    },
    {
     "p": 0.060345232486724854,
     "m": 0.3000444173812866
    },
    {
     "p": 0.046721842139959335,
     "m": 0.3000444173812866
    },
    {
     "p": 0.054831672459840775,
     "m": 0.3000444173812866
    },
    {
     "p": 0.05651743710041046,
     "m": 0.3000444173812866
    },
    {
     "p": 0.044936954975128174,
     "m": 0.3000444173812866
    },
    {
     "p": 0.06102245673537254,
     "m": 0.3000444173812866
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 0.764961838722229,
   "val_loss": 0.9998250007629395,
   "acc": 70.25,
   "time": 123.3703654660003,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.04511430487036705,
     "m": 0.32558754086494446
    },
    {
     "p": 0.04807881638407707,
     "m": 0.32558754086494446
    },
    {
     "p": 0.06843320280313492,
     "m": 0.32558754086494446
    },
    {
     "p": 0.04155129939317703,
     "m": 0.32558754086494446
    },
    {
     "p": 0.05068765953183174,
     "m": 0.32558754086494446
    },
    {
     "p": 0.06089238077402115,
     "m": 0.32558754086494446
    },
    {
     "p": 0.050998520106077194,
     "m": 0.32558754086494446
    },
    {
     "p": 0.041709981858730316,
     "m": 0.32558754086494446
    },
    {
     "p": 0.05625303089618683,
     "m": 0.32558754086494446
    },
    {
     "p": 0.07645700871944427,
     "m": 0.32558754086494446
    },
    {
     "p": 0.056789007037878036,
     "m": 0.32558754086494446
    },
    {
     "p": 0.031926482915878296,
     "m": 0.32558754086494446
    },
    {
     "p": 0.04635361582040787,
     "m": 0.32558754086494446
    },
    {
     "p": 0.060276929289102554,
     "m": 0.32558754086494446
    },
    {
     "p": 0.06717203557491302,
     "m": 0.32558754086494446
    },
    {
     "p": 0.053463589400053024,
     "m": 0.32558754086494446
    },
    {
     "p": 0.06289853155612946,
     "m": 0.32558754086494446
    },
    {
     "p": 0.08094353973865509,
     "m": 0.32558754086494446
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 0.6021762490272522,
   "val_loss": 0.8508355617523193,
   "acc": 71.27,
   "time": 110.64685110699975,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.03202700987458229,
     "m": 0.3239988386631012
    },
    {
     "p": 0.07872820645570755,
     "m": 0.3239988386631012
    },
    {
     "p": 0.07528786361217499,
     "m": 0.3239988386631012
    },
    {
     "p": 0.0321911945939064,
     "m": 0.3239988386631012
    },
    {
     "p": 0.04909389838576317,
     "m": 0.3239988386631012
    },
    {
     "p": 0.0557769313454628,
     "m": 0.3239988386631012
    },
    {
     "p": 0.0600217841565609,
     "m": 0.3239988386631012
    },
    {
     "p": 0.04360930249094963,
     "m": 0.3239988386631012
    },
    {
     "p": 0.05026562884449959,
     "m": 0.3239988386631012
    },
    {
     "p": 0.06298678368330002,
     "m": 0.3239988386631012
    },
    {
     "p": 0.06331437826156616,
     "m": 0.3239988386631012
    },
    {
     "p": 0.04179563373327255,
     "m": 0.3239988386631012
    },
    {
     "p": 0.07564809918403625,
     "m": 0.3239988386631012
    },
    {
     "p": 0.061505526304244995,
     "m": 0.3239988386631012
    },
    {
     "p": 0.06883296370506287,
     "m": 0.3239988386631012
    },
    {
     "p": 0.03702326864004135,
     "m": 0.3239988386631012
    },
    {
     "p": 0.05252336710691452,
     "m": 0.3239988386631012
    },
    {
     "p": 0.05936814099550247,
     "m": 0.3239988386631012
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 0.8842979073524475,
   "val_loss": 0.8974296450614929,
   "acc": 70.68,
   "time": 118.360687684999,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.051902610808610916,
     "m": 0.2338167279958725
    },
    {
     "p": 0.06327595561742783,
     "m": 0.2338167279958725
    },
    {
     "p": 0.08418215066194534,
     "m": 0.2338167279958725
    },
    {
     "p": 0.04741860181093216,
     "m": 0.2338167279958725
    },
    {
     "p": 0.031180184334516525,
     "m": 0.2338167279958725
    },
    {
     "p": 0.057974159717559814,
     "m": 0.2338167279958725
    },
    {
     "p": 0.04909191280603409,
     "m": 0.2338167279958725
    },
    {
     "p": 0.05385919660329819,
     "m": 0.2338167279958725
    },
    {
     "p": 0.05714740231633186,
     "m": 0.2338167279958725
    },
    {
     "p": 0.06822486221790314,
     "m": 0.2338167279958725
    },
    {
     "p": 0.06846494972705841,
     "m": 0.2338167279958725
    },
    {
     "p": 0.0031190640293061733,
     "m": 0.2338167279958725
    },
    {
     "p": 0.055427830666303635,
     "m": 0.2338167279958725
    },
    {
     "p": 0.05343255400657654,
     "m": 0.2338167279958725
    },
    {
     "p": 0.06223654747009277,
     "m": 0.2338167279958725
    },
    {
     "p": 0.05118490383028984,
     "m": 0.2338167279958725
    },
    {
     "p": 0.07094335556030273,
     "m": 0.2338167279958725
    },
    {
     "p": 0.07093365490436554,
     "m": 0.2338167279958725
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 0.831390380859375,
   "val_loss": 1.0252631902694702,
   "acc": 70.69,
   "time": 117.47423034799795,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.023182086646556854,
     "m": 0.22927136719226837
    },
    {
     "p": 0.060626380145549774,
     "m": 0.22927136719226837
    },
    {
     "p": 0.0892406478524208,
     "m": 0.22927136719226837
    },
    {
     "p": 0.03887880966067314,
     "m": 0.22927136719226837
    },
    {
     "p": 0.0580732598900795,
     "m": 0.22927136719226837
    },
    {
     "p": 0.06889978051185608,
     "m": 0.22927136719226837
    },
    {
     "p": 0.04724394902586937,
     "m": 0.22927136719226837
    },
    {
     "p": 0.05922927334904671,
     "m": 0.22927136719226837
    },
    {
     "p": 0.051494937390089035,
     "m": 0.22927136719226837
    },
    {
     "p": 0.06252655386924744,
     "m": 0.22927136719226837
    },
    {
     "p": 0.0767567977309227,
     "m": 0.22927136719226837
    },
    {
     "p": 0.049221113324165344,
     "m": 0.22927136719226837
    },
    {
     "p": 0.0459989570081234,
     "m": 0.22927136719226837
    },
    {
     "p": 0.06551710516214371,
     "m": 0.22927136719226837
    },
    {
     "p": 0.057867951691150665,
     "m": 0.22927136719226837
    },
    {
     "p": 0.02912873774766922,
     "m": 0.22927136719226837
    },
    {
     "p": 0.050404325127601624,
     "m": 0.22927136719226837
    },
    {
     "p": 0.06570929288864136,
     "m": 0.22927136719226837
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 0.8309536576271057,
   "val_loss": 1.1302798986434937,
   "acc": 70.62,
   "time": 115.47962781200113,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0507197342813015,
     "m": 0.11842501908540726
    },
    {
     "p": 0.08021995425224304,
     "m": 0.11842501908540726
    },
    {
     "p": 0.06117920204997063,
     "m": 0.11842501908540726
    },
    {
     "p": 0.0504867359995842,
     "m": 0.11842501908540726
    },
    {
     "p": 0.050721149891614914,
     "m": 0.11842501908540726
    },
    {
     "p": 0.03676999732851982,
     "m": 0.11842501908540726
    },
    {
     "p": 0.054990220814943314,
     "m": 0.11842501908540726
    },
    {
     "p": 0.04268680512905121,
     "m": 0.11842501908540726
    },
    {
     "p": 0.08024588227272034,
     "m": 0.11842501908540726
    },
    {
     "p": 0.07800568640232086,
     "m": 0.11842501908540726
    },
    {
     "p": 0.05109785124659538,
     "m": 0.11842501908540726
    },
    {
     "p": 0.03145451098680496,
     "m": 0.11842501908540726
    },
    {
     "p": 0.051308199763298035,
     "m": 0.11842501908540726
    },
    {
     "p": 0.05675583705306053,
     "m": 0.11842501908540726
    },
    {
     "p": 0.040619321167469025,
     "m": 0.11842501908540726
    },
    {
     "p": 0.04884212464094162,
     "m": 0.11842501908540726
    },
    {
     "p": 0.05179733783006668,
     "m": 0.11842501908540726
    },
    {
     "p": 0.08209944516420364,
     "m": 0.11842501908540726
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 0.3410035967826843,
   "val_loss": 1.1278811693191528,
   "acc": 71.78,
   "time": 113.0712989800013,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.027689043432474136,
     "m": 0.10000000149011612
    },
    {
     "p": 0.06837032735347748,
     "m": 0.10000000149011612
    },
    {
     "p": 0.08074942976236343,
     "m": 0.10000000149011612
    },
    {
     "p": 0.04302655905485153,
     "m": 0.10000000149011612
    },
    {
     "p": 0.04492485523223877,
     "m": 0.10000000149011612
    },
    {
     "p": 0.054824136197566986,
     "m": 0.10000000149011612
    },
    {
     "p": 0.04099157452583313,
     "m": 0.10000000149011612
    },
    {
     "p": 0.033499300479888916,
     "m": 0.10000000149011612
    },
    {
     "p": 0.06562937051057816,
     "m": 0.10000000149011612
    },
    {
     "p": 0.061881281435489655,
     "m": 0.10000000149011612
    },
    {
     "p": 0.09867620468139648,
     "m": 0.10000000149011612
    },
    {
     "p": 0.054142486304044724,
     "m": 0.10000000149011612
    },
    {
     "p": 0.06513702124357224,
     "m": 0.10000000149011612
    },
    {
     "p": 0.03317438066005707,
     "m": 0.10000000149011612
    },
    {
     "p": 0.07442964613437653,
     "m": 0.10000000149011612
    },
    {
     "p": 0.04037770628929138,
     "m": 0.10000000149011612
    },
    {
     "p": 0.06253514438867569,
     "m": 0.10000000149011612
    },
    {
     "p": 0.04994156211614609,
     "m": 0.10000000149011612
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 0.6440014839172363,
   "val_loss": 1.2442586421966553,
   "acc": 70.32,
   "time": 115.84512786800042,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06552457809448242,
     "m": 0.16839799284934998
    },
    {
     "p": 0.07409651577472687,
     "m": 0.16839799284934998
    },
    {
     "p": 0.06848854571580887,
     "m": 0.16839799284934998
    },
    {
     "p": 0.0517694391310215,
     "m": 0.16839799284934998
    },
    {
     "p": 0.0370846688747406,
     "m": 0.16839799284934998
    },
    {
     "p": 0.06638097763061523,
     "m": 0.16839799284934998
    },
    {
     "p": 0.039984337985515594,
     "m": 0.16839799284934998
    },
    {
     "p": 0.03466775640845299,
     "m": 0.16839799284934998
    },
    {
     "p": 0.06397989392280579,
     "m": 0.16839799284934998
    },
    {
     "p": 0.05565090849995613,
     "m": 0.16839799284934998
    },
    {
     "p": 0.0719962939620018,
     "m": 0.16839799284934998
    },
    {
     "p": 0.033658526837825775,
     "m": 0.16839799284934998
    },
    {
     "p": 0.0655038058757782,
     "m": 0.16839799284934998
    },
    {
     "p": 0.05293586105108261,
     "m": 0.16839799284934998
    },
    {
     "p": 0.055687032639980316,
     "m": 0.16839799284934998
    },
    {
     "p": 0.04404052346944809,
     "m": 0.16839799284934998
    },
    {
     "p": 0.04448147118091583,
     "m": 0.16839799284934998
    },
    {
     "p": 0.07406884431838989,
     "m": 0.16839799284934998
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 0.33505648374557495,
   "val_loss": 1.2370691299438477,
   "acc": 71.27,
   "time": 122.1483155599999,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06505685299634933,
     "m": 0.10282778739929199
    },
    {
     "p": 0.06268572807312012,
     "m": 0.10282778739929199
    },
    {
     "p": 0.06348684430122375,
     "m": 0.10282778739929199
    },
    {
     "p": 0.03362487629055977,
     "m": 0.10282778739929199
    },
    {
     "p": 0.056814976036548615,
     "m": 0.10282778739929199
    },
    {
     "p": 0.05060850828886032,
     "m": 0.10282778739929199
    },
    {
     "p": 0.05947505682706833,
     "m": 0.10282778739929199
    },
    {
     "p": 0.01710117794573307,
     "m": 0.10282778739929199
    },
    {
     "p": 0.07955531775951385,
     "m": 0.10282778739929199
    },
    {
     "p": 0.04371175169944763,
     "m": 0.10282778739929199
    },
    {
     "p": 0.07777769863605499,
     "m": 0.10282778739929199
    },
    {
     "p": 0.03641858324408531,
     "m": 0.10282778739929199
    },
    {
     "p": 0.0822947695851326,
     "m": 0.10282778739929199
    },
    {
     "p": 0.0631602331995964,
     "m": 0.10282778739929199
    },
    {
     "p": 0.057718947529792786,
     "m": 0.10282778739929199
    },
    {
     "p": 0.05000949651002884,
     "m": 0.10282778739929199
    },
    {
     "p": 0.056382521986961365,
     "m": 0.10282778739929199
    },
    {
     "p": 0.04411673918366432,
     "m": 0.10282778739929199
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 0.4378706216812134,
   "val_loss": 1.0560004711151123,
   "acc": 70.46,
   "time": 124.58009252999909,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.05774708837270737,
     "m": 0.18583305180072784
    },
    {
     "p": 0.08087063580751419,
     "m": 0.18583305180072784
    },
    {
     "p": 0.10350392013788223,
     "m": 0.18583305180072784
    },
    {
     "p": 0.03589517995715141,
     "m": 0.18583305180072784
    },
    {
     "p": 0.05410391092300415,
     "m": 0.18583305180072784
    },
    {
     "p": 0.0388747863471508,
     "m": 0.18583305180072784
    },
    {
     "p": 0.05811336636543274,
     "m": 0.18583305180072784
    },
    {
     "p": 0.060563404113054276,
     "m": 0.18583305180072784
    },
    {
     "p": 0.06215920299291611,
     "m": 0.18583305180072784
    },
    {
     "p": 0.045020829886198044,
     "m": 0.18583305180072784
    },
    {
     "p": 0.08133399486541748,
     "m": 0.18583305180072784
    },
    {
     "p": 0.050065428018569946,
     "m": 0.18583305180072784
    },
    {
     "p": 0.052160199731588364,
     "m": 0.18583305180072784
    },
    {
     "p": 0.059419430792331696,
     "m": 0.18583305180072784
    },
    {
     "p": 0.020919518545269966,
     "m": 0.18583305180072784
    },
    {
     "p": 0.044682856649160385,
     "m": 0.18583305180072784
    },
    {
     "p": 0.07427272200584412,
     "m": 0.18583305180072784
    },
    {
     "p": 0.020293543115258217,
     "m": 0.18583305180072784
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 0.4493538737297058,
   "val_loss": 1.3313121795654297,
   "acc": 70.36,
   "time": 120.56129663899992,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0432237945497036,
     "m": 0.14349065721035004
    },
    {
     "p": 0.0682341530919075,
     "m": 0.14349065721035004
    },
    {
     "p": 0.08302565664052963,
     "m": 0.14349065721035004
    },
    {
     "p": 0.047144435346126556,
     "m": 0.14349065721035004
    },
    {
     "p": 0.042175330221652985,
     "m": 0.14349065721035004
    },
    {
     "p": 0.03731553629040718,
     "m": 0.14349065721035004
    },
    {
     "p": 0.0628710463643074,
     "m": 0.14349065721035004
    },
    {
     "p": 0.05199884995818138,
     "m": 0.14349065721035004
    },
    {
     "p": 0.06352322548627853,
     "m": 0.14349065721035004
    },
    {
     "p": 0.07946585863828659,
     "m": 0.14349065721035004
    },
    {
     "p": 0.09078918397426605,
     "m": 0.14349065721035004
    },
    {
     "p": 0.052685294300317764,
     "m": 0.14349065721035004
    },
    {
     "p": 0.057066239416599274,
     "m": 0.14349065721035004
    },
    {
     "p": 0.047888267785310745,
     "m": 0.14349065721035004
    },
    {
     "p": 0.05607069283723831,
     "m": 0.14349065721035004
    },
    {
     "p": 0.05006536468863487,
     "m": 0.14349065721035004
    },
    {
     "p": 0.0228736512362957,
     "m": 0.14349065721035004
    },
    {
     "p": 0.04358329251408577,
     "m": 0.14349065721035004
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 0.4055202603340149,
   "val_loss": 1.2971673011779785,
   "acc": 70.57,
   "time": 121.6730502140017,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07889148592948914,
     "m": 0.23493532836437225
    },
    {
     "p": 0.05599654093384743,
     "m": 0.23493532836437225
    },
    {
     "p": 0.07176364213228226,
     "m": 0.23493532836437225
    },
    {
     "p": 0.05735113099217415,
     "m": 0.23493532836437225
    },
    {
     "p": 0.0484740287065506,
     "m": 0.23493532836437225
    },
    {
     "p": 0.05758924409747124,
     "m": 0.23493532836437225
    },
    {
     "p": 0.05933508649468422,
     "m": 0.23493532836437225
    },
    {
     "p": 0.028173070400953293,
     "m": 0.23493532836437225
    },
    {
     "p": 0.07177381217479706,
     "m": 0.23493532836437225
    },
    {
     "p": 0.07284542173147202,
     "m": 0.23493532836437225
    },
    {
     "p": 0.07579762488603592,
     "m": 0.23493532836437225
    },
    {
     "p": 0.03225747495889664,
     "m": 0.23493532836437225
    },
    {
     "p": 0.06662148982286453,
     "m": 0.23493532836437225
    },
    {
     "p": 0.046555060893297195,
     "m": 0.23493532836437225
    },
    {
     "p": 0.05167192593216896,
     "m": 0.23493532836437225
    },
    {
     "p": 0.049427252262830734,
     "m": 0.23493532836437225
    },
    {
     "p": 0.0374753475189209,
     "m": 0.23493532836437225
    },
    {
     "p": 0.03800045698881149,
     "m": 0.23493532836437225
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 0.43551188707351685,
   "val_loss": 1.075340986251831,
   "acc": 70.43,
   "time": 121.89068774000043,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0437900647521019,
     "m": 0.15654867887496948
    },
    {
     "p": 0.08003164827823639,
     "m": 0.15654867887496948
    },
    {
     "p": 0.07739856094121933,
     "m": 0.15654867887496948
    },
    {
     "p": 0.04659811034798622,
     "m": 0.15654867887496948
    },
    {
     "p": 0.06278891116380692,
     "m": 0.15654867887496948
    },
    {
     "p": 0.04637439548969269,
     "m": 0.15654867887496948
    },
    {
     "p": 0.05759967491030693,
     "m": 0.15654867887496948
    },
    {
     "p": 0.05774777755141258,
     "m": 0.15654867887496948
    },
    {
     "p": 0.0005289434920996428,
     "m": 0.15654867887496948
    },
    {
     "p": 0.07177946716547012,
     "m": 0.15654867887496948
    },
    {
     "p": 0.0619162954390049,
     "m": 0.15654867887496948
    },
    {
     "p": 0.02736589126288891,
     "m": 0.15654867887496948
    },
    {
     "p": 0.07616075873374939,
     "m": 0.15654867887496948
    },
    {
     "p": 0.05307154357433319,
     "m": 0.15654867887496948
    },
    {
     "p": 0.06640845537185669,
     "m": 0.15654867887496948
    },
    {
     "p": 0.05094136297702789,
     "m": 0.15654867887496948
    },
    {
     "p": 0.07270295917987823,
     "m": 0.15654867887496948
    },
    {
     "p": 0.04679517447948456,
     "m": 0.15654867887496948
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 0.7590885162353516,
   "val_loss": 0.8611665368080139,
   "acc": 70.51,
   "time": 126.27091030799784,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.04494393989443779,
     "m": 0.2743382453918457
    },
    {
     "p": 0.046357348561286926,
     "m": 0.2743382453918457
    },
    {
     "p": 0.06546154618263245,
     "m": 0.2743382453918457
    },
    {
     "p": 0.05708036944270134,
     "m": 0.2743382453918457
    },
    {
     "p": 0.05185535550117493,
     "m": 0.2743382453918457
    },
    {
     "p": 0.05487770959734917,
     "m": 0.2743382453918457
    },
    {
     "p": 0.05567976459860802,
     "m": 0.2743382453918457
    },
    {
     "p": 0.05440883710980415,
     "m": 0.2743382453918457
    },
    {
     "p": 0.04419201239943504,
     "m": 0.2743382453918457
    },
    {
     "p": 0.07351554930210114,
     "m": 0.2743382453918457
    },
    {
     "p": 0.04425697401165962,
     "m": 0.2743382453918457
    },
    {
     "p": 0.06693460792303085,
     "m": 0.2743382453918457
    },
    {
     "p": 0.0656646192073822,
     "m": 0.2743382453918457
    },
    {
     "p": 0.056016501039266586,
     "m": 0.2743382453918457
    },
    {
     "p": 0.06418284773826599,
     "m": 0.2743382453918457
    },
    {
     "p": 0.0415131077170372,
     "m": 0.2743382453918457
    },
    {
     "p": 0.05107859894633293,
     "m": 0.2743382453918457
    },
    {
     "p": 0.06198035925626755,
     "m": 0.2743382453918457
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 0.612179160118103,
   "val_loss": 1.111987829208374,
   "acc": 70.69,
   "time": 121.41816994400142,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.06005812808871269,
     "m": 0.13983550667762756
    },
    {
     "p": 0.06953829526901245,
     "m": 0.13983550667762756
    },
    {
     "p": 0.08531679958105087,
     "m": 0.13983550667762756
    },
    {
     "p": 0.04248691722750664,
     "m": 0.13983550667762756
    },
    {
     "p": 0.05674062669277191,
     "m": 0.13983550667762756
    },
    {
     "p": 0.05127234384417534,
     "m": 0.13983550667762756
    },
    {
     "p": 0.050366390496492386,
     "m": 0.13983550667762756
    },
    {
     "p": 0.03998381271958351,
     "m": 0.13983550667762756
    },
    {
     "p": 0.05931095406413078,
     "m": 0.13983550667762756
    },
    {
     "p": 0.06775769591331482,
     "m": 0.13983550667762756
    },
    {
     "p": 0.1083376556634903,
     "m": 0.13983550667762756
    },
    {
     "p": 0.03227254003286362,
     "m": 0.13983550667762756
    },
    {
     "p": 0.04687102884054184,
     "m": 0.13983550667762756
    },
    {
     "p": 0.02637333609163761,
     "m": 0.13983550667762756
    },
    {
     "p": 0.05519382283091545,
     "m": 0.13983550667762756
    },
    {
     "p": 0.05039433389902115,
     "m": 0.13983550667762756
    },
    {
     "p": 0.06254734843969345,
     "m": 0.13983550667762756
    },
    {
     "p": 0.03517800569534302,
     "m": 0.13983550667762756
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 0.500744104385376,
   "val_loss": 1.1976126432418823,
   "acc": 69.86,
   "time": 121.26308594800139,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.027822833508253098,
     "m": 0.12597647309303284
    },
    {
     "p": 0.0709020271897316,
     "m": 0.12597647309303284
    },
    {
     "p": 0.06393412500619888,
     "m": 0.12597647309303284
    },
    {
     "p": 0.06150789558887482,
     "m": 0.12597647309303284
    },
    {
     "p": 0.054648563265800476,
     "m": 0.12597647309303284
    },
    {
     "p": 0.0360528938472271,
     "m": 0.12597647309303284
    },
    {
     "p": 0.0722704753279686,
     "m": 0.12597647309303284
    },
    {
     "p": 0.03507043421268463,
     "m": 0.12597647309303284
    },
    {
     "p": 0.05049648508429527,
     "m": 0.12597647309303284
    },
    {
     "p": 0.08382619172334671,
     "m": 0.12597647309303284
    },
    {
     "p": 0.06860418617725372,
     "m": 0.12597647309303284
    },
    {
     "p": 0.048259187489748,
     "m": 0.12597647309303284
    },
    {
     "p": 0.0554233081638813,
     "m": 0.12597647309303284
    },
    {
     "p": 0.0584702342748642,
     "m": 0.12597647309303284
    },
    {
     "p": 0.06248023360967636,
     "m": 0.12597647309303284
    },
    {
     "p": 0.05112111568450928,
     "m": 0.12597647309303284
    },
    {
     "p": 0.049956273287534714,
     "m": 0.12597647309303284
    },
    {
     "p": 0.04915348440408707,
     "m": 0.12597647309303284
    }
   ]
  }
 ]
}