{
 "Accuracy": 74.94,
 "Time": [
  348.091594691412,
  16.95706729916484,
  69767.586178078
 ],
 "Optimizer": {
  "Meta": {
   "optim": "Adam",
   "lr": 0.01
  },
  "Inner": {
   "optim": "SGD",
   "lr": 0.01,
   "momentum": 0.9
  }
 },
 "Device": "Graphics Device",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "Contrast",
  "Color",
  "Brightness",
  "Sharpness",
  "Posterize",
  "Solarize"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 4.427636623382568,
   "val_loss": 2.0994644165039062,
   "acc": 26.68,
   "time": 287.79599265102297,
   "param": [
    {
     "p": 0.07560499757528305,
     "m": 1.0
    },
    {
     "p": 0.0633545070886612,
     "m": 1.0
    },
    {
     "p": 0.07418523728847504,
     "m": 1.0
    },
    {
     "p": 0.06927790492773056,
     "m": 1.0
    },
    {
     "p": 0.06699627637863159,
     "m": 1.0
    },
    {
     "p": 0.06802352517843246,
     "m": 1.0
    },
    {
     "p": 0.05304758623242378,
     "m": 1.0
    },
    {
     "p": 0.06378170847892761,
     "m": 1.0
    },
    {
     "p": 0.052446696907281876,
     "m": 1.0
    },
    {
     "p": 0.08720657229423523,
     "m": 1.0
    },
    {
     "p": 0.0854305773973465,
     "m": 1.0
    },
    {
     "p": 0.08179207146167755,
     "m": 1.0
    },
    {
     "p": 0.09571638703346252,
     "m": 1.0
    },
    {
     "p": 0.06313599646091461,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 3.6931204795837402,
   "val_loss": 1.847554087638855,
   "acc": 34.7,
   "time": 413.3597158129851,
   "param": [
    {
     "p": 0.10153613239526749,
     "m": 1.0
    },
    {
     "p": 0.0007237272220663726,
     "m": 1.0
    },
    {
     "p": 0.11122123152017593,
     "m": 1.0
    },
    {
     "p": 0.13652487099170685,
     "m": 1.0
    },
    {
     "p": 0.11312650889158249,
     "m": 1.0
    },
    {
     "p": 0.003566791070625186,
     "m": 1.0
    },
    {
     "p": 0.0007237272220663726,
     "m": 1.0
    },
    {
     "p": 0.0007237272220663726,
     "m": 1.0
    },
    {
     "p": 0.00653680507093668,
     "m": 1.0
    },
    {
     "p": 0.08585761487483978,
     "m": 1.0
    },
    {
     "p": 0.08511532843112946,
     "m": 1.0
    },
    {
     "p": 0.17810450494289398,
     "m": 1.0
    },
    {
     "p": 0.1755152940750122,
     "m": 1.0
    },
    {
     "p": 0.0007237272220663726,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 3.457339286804199,
   "val_loss": 1.699005126953125,
   "acc": 39.66,
   "time": 377.41835603499203,
   "param": [
    {
     "p": 0.09089966863393784,
     "m": 1.0
    },
    {
     "p": 0.003699511755257845,
     "m": 1.0
    },
    {
     "p": 0.10238753259181976,
     "m": 1.0
    },
    {
     "p": 0.11653505265712738,
     "m": 1.0
    },
    {
     "p": 0.10252826660871506,
     "m": 1.0
    },
    {
     "p": 0.0007131906459107995,
     "m": 1.0
    },
    {
     "p": 0.022082200273871422,
     "m": 1.0
    },
    {
     "p": 0.02707119658589363,
     "m": 1.0
    },
    {
     "p": 0.013434477150440216,
     "m": 1.0
    },
    {
     "p": 0.09300065040588379,
     "m": 1.0
    },
    {
     "p": 0.0685259997844696,
     "m": 1.0
    },
    {
     "p": 0.17108756303787231,
     "m": 1.0
    },
    {
     "p": 0.18610776960849762,
     "m": 1.0
    },
    {
     "p": 0.001926929340697825,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 3.446056365966797,
   "val_loss": 1.4925413131713867,
   "acc": 44.14,
   "time": 413.8479593009979,
   "param": [
    {
     "p": 0.08634566515684128,
     "m": 1.0
    },
    {
     "p": 0.00072103162528947,
     "m": 1.0
    },
    {
     "p": 0.09357801079750061,
     "m": 1.0
    },
    {
     "p": 0.11482560634613037,
     "m": 1.0
    },
    {
     "p": 0.07013343274593353,
     "m": 1.0
    },
    {
     "p": 0.00072103162528947,
     "m": 1.0
    },
    {
     "p": 0.019286777824163437,
     "m": 1.0
    },
    {
     "p": 0.0015843339497223496,
     "m": 1.0
    },
    {
     "p": 0.08582605421543121,
     "m": 1.0
    },
    {
     "p": 0.11261536180973053,
     "m": 1.0
    },
    {
     "p": 0.08732988685369492,
     "m": 1.0
    },
    {
     "p": 0.15132586658000946,
     "m": 1.0
    },
    {
     "p": 0.17498596012592316,
     "m": 1.0
    },
    {
     "p": 0.00072103162528947,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 3.2029309272766113,
   "val_loss": 1.5031119585037231,
   "acc": 44.04,
   "time": 343.9805383160128,
   "param": [
    {
     "p": 0.11757779866456985,
     "m": 1.0
    },
    {
     "p": 0.0007148073054850101,
     "m": 1.0
    },
    {
     "p": 0.0852307677268982,
     "m": 1.0
    },
    {
     "p": 0.11869269609451294,
     "m": 1.0
    },
    {
     "p": 0.03399095684289932,
     "m": 1.0
    },
    {
     "p": 0.0007148073054850101,
     "m": 1.0
    },
    {
     "p": 0.05769721418619156,
     "m": 1.0
    },
    {
     "p": 0.005804966203868389,
     "m": 1.0
    },
    {
     "p": 0.08582977950572968,
     "m": 1.0
    },
    {
     "p": 0.06850972026586533,
     "m": 1.0
    },
    {
     "p": 0.05130353942513466,
     "m": 1.0
    },
    {
     "p": 0.1705666482448578,
     "m": 1.0
    },
    {
     "p": 0.2026515007019043,
     "m": 1.0
    },
    {
     "p": 0.0007148073054850101,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 3.2311339378356934,
   "val_loss": 1.417236566543579,
   "acc": 48.43,
   "time": 374.9555408319866,
   "param": [
    {
     "p": 0.10229868441820145,
     "m": 1.0
    },
    {
     "p": 0.01303890347480774,
     "m": 1.0
    },
    {
     "p": 0.10445410758256912,
     "m": 1.0
    },
    {
     "p": 0.09996719658374786,
     "m": 1.0
    },
    {
     "p": 0.054859329015016556,
     "m": 1.0
    },
    {
     "p": 0.010063444264233112,
     "m": 1.0
    },
    {
     "p": 0.06597957760095596,
     "m": 1.0
    },
    {
     "p": 0.06472864001989365,
     "m": 1.0
    },
    {
     "p": 0.06524054706096649,
     "m": 1.0
    },
    {
     "p": 0.09782072901725769,
     "m": 1.0
    },
    {
     "p": 0.04585854336619377,
     "m": 1.0
    },
    {
     "p": 0.13914740085601807,
     "m": 1.0
    },
    {
     "p": 0.1278538554906845,
     "m": 1.0
    },
    {
     "p": 0.008689118549227715,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 3.2540602684020996,
   "val_loss": 1.4188305139541626,
   "acc": 50.28,
   "time": 401.81477395800175,
   "param": [
    {
     "p": 0.11535995453596115,
     "m": 1.0
    },
    {
     "p": 0.00687212822958827,
     "m": 1.0
    },
    {
     "p": 0.09351794421672821,
     "m": 1.0
    },
    {
     "p": 0.06122991442680359,
     "m": 1.0
    },
    {
     "p": 0.014169864356517792,
     "m": 1.0
    },
    {
     "p": 0.0007208195747807622,
     "m": 1.0
    },
    {
     "p": 0.07354503124952316,
     "m": 1.0
    },
    {
     "p": 0.05111974477767944,
     "m": 1.0
    },
    {
     "p": 0.08269890397787094,
     "m": 1.0
    },
    {
     "p": 0.09436184167861938,
     "m": 1.0
    },
    {
     "p": 0.10301192104816437,
     "m": 1.0
    },
    {
     "p": 0.13568036258220673,
     "m": 1.0
    },
    {
     "p": 0.1491963416337967,
     "m": 1.0
    },
    {
     "p": 0.01851521246135235,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 3.2934317588806152,
   "val_loss": 1.2902750968933105,
   "acc": 51.32,
   "time": 383.1324137850024,
   "param": [
    {
     "p": 0.1106797382235527,
     "m": 1.0
    },
    {
     "p": 0.0007216096855700016,
     "m": 1.0
    },
    {
     "p": 0.0913316011428833,
     "m": 1.0
    },
    {
     "p": 0.12114085257053375,
     "m": 1.0
    },
    {
     "p": 0.03385607525706291,
     "m": 1.0
    },
    {
     "p": 0.0007216096855700016,
     "m": 1.0
    },
    {
     "p": 0.09665099531412125,
     "m": 1.0
    },
    {
     "p": 0.02895478717982769,
     "m": 1.0
    },
    {
     "p": 0.0744192898273468,
     "m": 1.0
    },
    {
     "p": 0.09677999466657639,
     "m": 1.0
    },
    {
     "p": 0.11742471903562546,
     "m": 1.0
    },
    {
     "p": 0.11384035646915436,
     "m": 1.0
    },
    {
     "p": 0.11275671422481537,
     "m": 1.0
    },
    {
     "p": 0.0007216096855700016,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 2.9065349102020264,
   "val_loss": 1.2993417978286743,
   "acc": 54.74,
   "time": 363.3056710960227,
   "param": [
    {
     "p": 0.09464520215988159,
     "m": 1.0
    },
    {
     "p": 0.0007122301612980664,
     "m": 1.0
    },
    {
     "p": 0.11787091195583344,
     "m": 1.0
    },
    {
     "p": 0.08111444115638733,
     "m": 1.0
    },
    {
     "p": 0.023064110428094864,
     "m": 1.0
    },
    {
     "p": 0.0007122301612980664,
     "m": 1.0
    },
    {
     "p": 0.07562246918678284,
     "m": 1.0
    },
    {
     "p": 0.06418053805828094,
     "m": 1.0
    },
    {
     "p": 0.08875754475593567,
     "m": 1.0
    },
    {
     "p": 0.12827491760253906,
     "m": 1.0
    },
    {
     "p": 0.08030752837657928,
     "m": 1.0
    },
    {
     "p": 0.107425257563591,
     "m": 1.0
    },
    {
     "p": 0.13660037517547607,
     "m": 1.0
    },
    {
     "p": 0.0007122301612980664,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 3.2374911308288574,
   "val_loss": 1.1312785148620605,
   "acc": 54.96,
   "time": 377.99492415902205,
   "param": [
    {
     "p": 0.11068545281887054,
     "m": 1.0
    },
    {
     "p": 0.0010040536290034652,
     "m": 1.0
    },
    {
     "p": 0.10068389028310776,
     "m": 1.0
    },
    {
     "p": 0.0544758103787899,
     "m": 1.0
    },
    {
     "p": 0.0484413243830204,
     "m": 1.0
    },
    {
     "p": 0.0007023961516097188,
     "m": 1.0
    },
    {
     "p": 0.07614235579967499,
     "m": 1.0
    },
    {
     "p": 0.07622499018907547,
     "m": 1.0
    },
    {
     "p": 0.07495316863059998,
     "m": 1.0
    },
    {
     "p": 0.1325874775648117,
     "m": 1.0
    },
    {
     "p": 0.0850750058889389,
     "m": 1.0
    },
    {
     "p": 0.11736612021923065,
     "m": 1.0
    },
    {
     "p": 0.1201736107468605,
     "m": 1.0
    },
    {
     "p": 0.0014843759126961231,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 2.8132636547088623,
   "val_loss": 1.2484742403030396,
   "acc": 51.05,
   "time": 359.0750444550067,
   "param": [
    {
     "p": 0.11162623018026352,
     "m": 1.0
    },
    {
     "p": 0.0007127013523131609,
     "m": 1.0
    },
    {
     "p": 0.09452656656503677,
     "m": 1.0
    },
    {
     "p": 0.07686886191368103,
     "m": 1.0
    },
    {
     "p": 0.005978245288133621,
     "m": 1.0
    },
    {
     "p": 0.0007127013523131609,
     "m": 1.0
    },
    {
     "p": 0.08018167316913605,
     "m": 1.0
    },
    {
     "p": 0.05701567977666855,
     "m": 1.0
    },
    {
     "p": 0.06336107105016708,
     "m": 1.0
    },
    {
     "p": 0.13649310171604156,
     "m": 1.0
    },
    {
     "p": 0.03403719514608383,
     "m": 1.0
    },
    {
     "p": 0.17865315079689026,
     "m": 1.0
    },
    {
     "p": 0.1591200977563858,
     "m": 1.0
    },
    {
     "p": 0.0007127013523131609,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 2.941096782684326,
   "val_loss": 1.2812182903289795,
   "acc": 56.01,
   "time": 376.3705239520059,
   "param": [
    {
     "p": 0.09515699744224548,
     "m": 1.0
    },
    {
     "p": 0.0007070096326060593,
     "m": 1.0
    },
    {
     "p": 0.11619021743535995,
     "m": 1.0
    },
    {
     "p": 0.07889362424612045,
     "m": 1.0
    },
    {
     "p": 0.022460492327809334,
     "m": 1.0
    },
    {
     "p": 0.03036029264330864,
     "m": 1.0
    },
    {
     "p": 0.06942416727542877,
     "m": 1.0
    },
    {
     "p": 0.06481129676103592,
     "m": 1.0
    },
    {
     "p": 0.0766151174902916,
     "m": 1.0
    },
    {
     "p": 0.12671321630477905,
     "m": 1.0
    },
    {
     "p": 0.07042503356933594,
     "m": 1.0
    },
    {
     "p": 0.13053609430789948,
     "m": 1.0
    },
    {
     "p": 0.109006866812706,
     "m": 1.0
    },
    {
     "p": 0.008699620142579079,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 3.069357395172119,
   "val_loss": 1.2026779651641846,
   "acc": 56.97,
   "time": 359.6976505870116,
   "param": [
    {
     "p": 0.10057520866394043,
     "m": 1.0
    },
    {
     "p": 0.003770240815356374,
     "m": 1.0
    },
    {
     "p": 0.11198853701353073,
     "m": 1.0
    },
    {
     "p": 0.06073213368654251,
     "m": 1.0
    },
    {
     "p": 0.041688885539770126,
     "m": 1.0
    },
    {
     "p": 0.0010275915265083313,
     "m": 1.0
    },
    {
     "p": 0.0828653872013092,
     "m": 1.0
    },
    {
     "p": 0.07307784259319305,
     "m": 1.0
    },
    {
     "p": 0.0693851113319397,
     "m": 1.0
    },
    {
     "p": 0.11527027934789658,
     "m": 1.0
    },
    {
     "p": 0.06404989957809448,
     "m": 1.0
    },
    {
     "p": 0.12162046134471893,
     "m": 1.0
    },
    {
     "p": 0.13608388602733612,
     "m": 1.0
    },
    {
     "p": 0.01786448247730732,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 2.4936141967773438,
   "val_loss": 1.0903544425964355,
   "acc": 59.64,
   "time": 371.0676910339971,
   "param": [
    {
     "p": 0.11437642574310303,
     "m": 1.0
    },
    {
     "p": 0.0007178703672252595,
     "m": 1.0
    },
    {
     "p": 0.11276673525571823,
     "m": 1.0
    },
    {
     "p": 0.07372092455625534,
     "m": 1.0
    },
    {
     "p": 0.041680775582790375,
     "m": 1.0
    },
    {
     "p": 0.0007178703672252595,
     "m": 1.0
    },
    {
     "p": 0.0840582549571991,
     "m": 1.0
    },
    {
     "p": 0.08050031214952469,
     "m": 1.0
    },
    {
     "p": 0.052697595208883286,
     "m": 1.0
    },
    {
     "p": 0.0882546529173851,
     "m": 1.0
    },
    {
     "p": 0.09649661183357239,
     "m": 1.0
    },
    {
     "p": 0.11773025989532471,
     "m": 1.0
    },
    {
     "p": 0.13556383550167084,
     "m": 1.0
    },
    {
     "p": 0.0007178703672252595,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 2.6508591175079346,
   "val_loss": 1.1662946939468384,
   "acc": 57.61,
   "time": 322.8966197090049,
   "param": [
    {
     "p": 0.12464792281389236,
     "m": 1.0
    },
    {
     "p": 0.012979086488485336,
     "m": 1.0
    },
    {
     "p": 0.12702883780002594,
     "m": 1.0
    },
    {
     "p": 0.032639507204294205,
     "m": 1.0
    },
    {
     "p": 0.01604396291077137,
     "m": 1.0
    },
    {
     "p": 0.005350043997168541,
     "m": 1.0
    },
    {
     "p": 0.05887424200773239,
     "m": 1.0
    },
    {
     "p": 0.09527063369750977,
     "m": 1.0
    },
    {
     "p": 0.04875478893518448,
     "m": 1.0
    },
    {
     "p": 0.12571881711483002,
     "m": 1.0
    },
    {
     "p": 0.0751824826002121,
     "m": 1.0
    },
    {
     "p": 0.10806870460510254,
     "m": 1.0
    },
    {
     "p": 0.168747216463089,
     "m": 1.0
    },
    {
     "p": 0.0006937186117284,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 2.5501046180725098,
   "val_loss": 1.36073899269104,
   "acc": 57.51,
   "time": 328.3989325200091,
   "param": [
    {
     "p": 0.13788704574108124,
     "m": 1.0
    },
    {
     "p": 0.01351912785321474,
     "m": 1.0
    },
    {
     "p": 0.09571006149053574,
     "m": 1.0
    },
    {
     "p": 0.03897745534777641,
     "m": 1.0
    },
    {
     "p": 0.05132735148072243,
     "m": 1.0
    },
    {
     "p": 0.0008190028020180762,
     "m": 1.0
    },
    {
     "p": 0.07986195385456085,
     "m": 1.0
    },
    {
     "p": 0.05955592542886734,
     "m": 1.0
    },
    {
     "p": 0.09570270031690598,
     "m": 1.0
    },
    {
     "p": 0.11082474142313004,
     "m": 1.0
    },
    {
     "p": 0.10022135078907013,
     "m": 1.0
    },
    {
     "p": 0.1052902489900589,
     "m": 1.0
    },
    {
     "p": 0.10959091037511826,
     "m": 1.0
    },
    {
     "p": 0.000712087145075202,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 2.5903961658477783,
   "val_loss": 1.136222243309021,
   "acc": 60.49,
   "time": 363.916042508994,
   "param": [
    {
     "p": 0.12069292366504669,
     "m": 1.0
    },
    {
     "p": 0.001091703656129539,
     "m": 1.0
    },
    {
     "p": 0.10460575670003891,
     "m": 1.0
    },
    {
     "p": 0.06572043895721436,
     "m": 1.0
    },
    {
     "p": 0.057012733072042465,
     "m": 1.0
    },
    {
     "p": 0.027775367721915245,
     "m": 1.0
    },
    {
     "p": 0.06510545313358307,
     "m": 1.0
    },
    {
     "p": 0.08074768632650375,
     "m": 1.0
    },
    {
     "p": 0.06633063405752182,
     "m": 1.0
    },
    {
     "p": 0.10055933147668839,
     "m": 1.0
    },
    {
     "p": 0.04371505230665207,
     "m": 1.0
    },
    {
     "p": 0.10908234864473343,
     "m": 1.0
    },
    {
     "p": 0.13350823521614075,
     "m": 1.0
    },
    {
     "p": 0.024052424356341362,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 2.5999515056610107,
   "val_loss": 1.1356377601623535,
   "acc": 60.21,
   "time": 338.17058972100494,
   "param": [
    {
     "p": 0.11384844034910202,
     "m": 1.0
    },
    {
     "p": 0.0276698786765337,
     "m": 1.0
    },
    {
     "p": 0.10377092659473419,
     "m": 1.0
    },
    {
     "p": 0.07426690310239792,
     "m": 1.0
    },
    {
     "p": 0.04786305129528046,
     "m": 1.0
    },
    {
     "p": 0.01566641964018345,
     "m": 1.0
    },
    {
     "p": 0.07837564498186111,
     "m": 1.0
    },
    {
     "p": 0.050735026597976685,
     "m": 1.0
    },
    {
     "p": 0.08279307186603546,
     "m": 1.0
    },
    {
     "p": 0.09315447509288788,
     "m": 1.0
    },
    {
     "p": 0.08917903155088425,
     "m": 1.0
    },
    {
     "p": 0.10495785623788834,
     "m": 1.0
    },
    {
     "p": 0.10827159136533737,
     "m": 1.0
    },
    {
     "p": 0.009447604417800903,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 2.5394368171691895,
   "val_loss": 1.0764714479446411,
   "acc": 61.62,
   "time": 328.88413118899916,
   "param": [
    {
     "p": 0.1098182275891304,
     "m": 1.0
    },
    {
     "p": 0.019068513065576553,
     "m": 1.0
    },
    {
     "p": 0.08968138694763184,
     "m": 1.0
    },
    {
     "p": 0.08454078435897827,
     "m": 1.0
    },
    {
     "p": 0.009458847343921661,
     "m": 1.0
    },
    {
     "p": 0.0012418838450685143,
     "m": 1.0
    },
    {
     "p": 0.06179266422986984,
     "m": 1.0
    },
    {
     "p": 0.09226744621992111,
     "m": 1.0
    },
    {
     "p": 0.0667685940861702,
     "m": 1.0
    },
    {
     "p": 0.11982586979866028,
     "m": 1.0
    },
    {
     "p": 0.09554535150527954,
     "m": 1.0
    },
    {
     "p": 0.11602561920881271,
     "m": 1.0
    },
    {
     "p": 0.11903607845306396,
     "m": 1.0
    },
    {
     "p": 0.01492867711931467,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 2.1714069843292236,
   "val_loss": 1.0676789283752441,
   "acc": 63.02,
   "time": 325.2746464770171,
   "param": [
    {
     "p": 0.11163104325532913,
     "m": 1.0
    },
    {
     "p": 0.003706596093252301,
     "m": 1.0
    },
    {
     "p": 0.06822776049375534,
     "m": 1.0
    },
    {
     "p": 0.09035538136959076,
     "m": 1.0
    },
    {
     "p": 0.0007115588523447514,
     "m": 1.0
    },
    {
     "p": 0.04844192788004875,
     "m": 1.0
    },
    {
     "p": 0.0739888995885849,
     "m": 1.0
    },
    {
     "p": 0.07402215152978897,
     "m": 1.0
    },
    {
     "p": 0.06083571910858154,
     "m": 1.0
    },
    {
     "p": 0.1295221894979477,
     "m": 1.0
    },
    {
     "p": 0.10471716523170471,
     "m": 1.0
    },
    {
     "p": 0.09580574929714203,
     "m": 1.0
    },
    {
     "p": 0.1311892718076706,
     "m": 1.0
    },
    {
     "p": 0.006844693794846535,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 2.4488320350646973,
   "val_loss": 1.0561364889144897,
   "acc": 63.45,
   "time": 314.0992548170034,
   "param": [
    {
     "p": 0.10445310175418854,
     "m": 1.0
    },
    {
     "p": 0.0007025019149295986,
     "m": 1.0
    },
    {
     "p": 0.09977786988019943,
     "m": 1.0
    },
    {
     "p": 0.08624865859746933,
     "m": 1.0
    },
    {
     "p": 0.04398532956838608,
     "m": 1.0
    },
    {
     "p": 0.01188289001584053,
     "m": 1.0
    },
    {
     "p": 0.07939731329679489,
     "m": 1.0
    },
    {
     "p": 0.04753506928682327,
     "m": 1.0
    },
    {
     "p": 0.08967316895723343,
     "m": 1.0
    },
    {
     "p": 0.11517874896526337,
     "m": 1.0
    },
    {
     "p": 0.08780422061681747,
     "m": 1.0
    },
    {
     "p": 0.11913301050662994,
     "m": 1.0
    },
    {
     "p": 0.08955274522304535,
     "m": 1.0
    },
    {
     "p": 0.024675341323018074,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 2.227705240249634,
   "val_loss": 1.0470921993255615,
   "acc": 62.72,
   "time": 332.3594081729825,
   "param": [
    {
     "p": 0.10600151866674423,
     "m": 1.0
    },
    {
     "p": 0.009531712159514427,
     "m": 1.0
    },
    {
     "p": 0.08523010462522507,
     "m": 1.0
    },
    {
     "p": 0.07548529654741287,
     "m": 1.0
    },
    {
     "p": 0.06512671709060669,
     "m": 1.0
    },
    {
     "p": 0.00577605701982975,
     "m": 1.0
    },
    {
     "p": 0.06290865689516068,
     "m": 1.0
    },
    {
     "p": 0.08577897399663925,
     "m": 1.0
    },
    {
     "p": 0.06965675204992294,
     "m": 1.0
    },
    {
     "p": 0.10295606404542923,
     "m": 1.0
    },
    {
     "p": 0.08291646838188171,
     "m": 1.0
    },
    {
     "p": 0.1199217215180397,
     "m": 1.0
    },
    {
     "p": 0.10130216181278229,
     "m": 1.0
    },
    {
     "p": 0.027407770976424217,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 2.15163254737854,
   "val_loss": 1.004460096359253,
   "acc": 64.75,
   "time": 341.0830818869872,
   "param": [
    {
     "p": 0.10537273436784744,
     "m": 1.0
    },
    {
     "p": 0.024883078411221504,
     "m": 1.0
    },
    {
     "p": 0.1055356115102768,
     "m": 1.0
    },
    {
     "p": 0.06899259239435196,
     "m": 1.0
    },
    {
     "p": 0.04585012421011925,
     "m": 1.0
    },
    {
     "p": 0.0138087198138237,
     "m": 1.0
    },
    {
     "p": 0.07600349187850952,
     "m": 1.0
    },
    {
     "p": 0.08371328562498093,
     "m": 1.0
    },
    {
     "p": 0.07409344613552094,
     "m": 1.0
    },
    {
     "p": 0.0988885760307312,
     "m": 1.0
    },
    {
     "p": 0.05612027272582054,
     "m": 1.0
    },
    {
     "p": 0.11872434616088867,
     "m": 1.0
    },
    {
     "p": 0.10761900246143341,
     "m": 1.0
    },
    {
     "p": 0.020394690334796906,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 2.1789236068725586,
   "val_loss": 1.1401890516281128,
   "acc": 60.66,
   "time": 330.56732231000206,
   "param": [
    {
     "p": 0.11773781478404999,
     "m": 1.0
    },
    {
     "p": 0.025067200884222984,
     "m": 1.0
    },
    {
     "p": 0.0911448672413826,
     "m": 1.0
    },
    {
     "p": 0.047978032380342484,
     "m": 1.0
    },
    {
     "p": 0.04563372954726219,
     "m": 1.0
    },
    {
     "p": 0.022581737488508224,
     "m": 1.0
    },
    {
     "p": 0.09093441814184189,
     "m": 1.0
    },
    {
     "p": 0.05382769927382469,
     "m": 1.0
    },
    {
     "p": 0.07291358709335327,
     "m": 1.0
    },
    {
     "p": 0.09394246339797974,
     "m": 1.0
    },
    {
     "p": 0.07104646414518356,
     "m": 1.0
    },
    {
     "p": 0.1150289922952652,
     "m": 1.0
    },
    {
     "p": 0.1318209171295166,
     "m": 1.0
    },
    {
     "p": 0.020342065021395683,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 2.2801361083984375,
   "val_loss": 1.0071146488189697,
   "acc": 64.28,
   "time": 343.36026836402016,
   "param": [
    {
     "p": 0.12434539943933487,
     "m": 1.0
    },
    {
     "p": 0.0007105297408998013,
     "m": 1.0
    },
    {
     "p": 0.08467083424329758,
     "m": 1.0
    },
    {
     "p": 0.06994588673114777,
     "m": 1.0
    },
    {
     "p": 0.045474451035261154,
     "m": 1.0
    },
    {
     "p": 0.028805382549762726,
     "m": 1.0
    },
    {
     "p": 0.0940033346414566,
     "m": 1.0
    },
    {
     "p": 0.07281240075826645,
     "m": 1.0
    },
    {
     "p": 0.07629973441362381,
     "m": 1.0
    },
    {
     "p": 0.12715831398963928,
     "m": 1.0
    },
    {
     "p": 0.07852965593338013,
     "m": 1.0
    },
    {
     "p": 0.08121643215417862,
     "m": 1.0
    },
    {
     "p": 0.09189104288816452,
     "m": 1.0
    },
    {
     "p": 0.0241366159170866,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 2.815549373626709,
   "val_loss": 0.9534623026847839,
   "acc": 65.11,
   "time": 340.92125869201845,
   "param": [
    {
     "p": 0.09844329208135605,
     "m": 1.0
    },
    {
     "p": 0.006595494691282511,
     "m": 1.0
    },
    {
     "p": 0.09688590466976166,
     "m": 1.0
    },
    {
     "p": 0.041919294744729996,
     "m": 1.0
    },
    {
     "p": 0.04379996284842491,
     "m": 1.0
    },
    {
     "p": 0.0432867556810379,
     "m": 1.0
    },
    {
     "p": 0.06208816543221474,
     "m": 1.0
    },
    {
     "p": 0.046927303075790405,
     "m": 1.0
    },
    {
     "p": 0.09048435091972351,
     "m": 1.0
    },
    {
     "p": 0.08967111259698868,
     "m": 1.0
    },
    {
     "p": 0.10005754977464676,
     "m": 1.0
    },
    {
     "p": 0.12828870117664337,
     "m": 1.0
    },
    {
     "p": 0.12433946877717972,
     "m": 1.0
    },
    {
     "p": 0.027212731540203094,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 2.6398234367370605,
   "val_loss": 1.0120925903320312,
   "acc": 64.19,
   "time": 333.3761292610143,
   "param": [
    {
     "p": 0.06031025946140289,
     "m": 1.0
    },
    {
     "p": 0.03997054696083069,
     "m": 1.0
    },
    {
     "p": 0.0952441394329071,
     "m": 1.0
    },
    {
     "p": 0.042378589510917664,
     "m": 1.0
    },
    {
     "p": 0.057218704372644424,
     "m": 1.0
    },
    {
     "p": 0.05054633691906929,
     "m": 1.0
    },
    {
     "p": 0.06543293595314026,
     "m": 1.0
    },
    {
     "p": 0.07718147337436676,
     "m": 1.0
    },
    {
     "p": 0.08696561306715012,
     "m": 1.0
    },
    {
     "p": 0.11474978923797607,
     "m": 1.0
    },
    {
     "p": 0.06792014092206955,
     "m": 1.0
    },
    {
     "p": 0.09741408377885818,
     "m": 1.0
    },
    {
     "p": 0.1097683534026146,
     "m": 1.0
    },
    {
     "p": 0.03489909693598747,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 2.346616268157959,
   "val_loss": 1.0113201141357422,
   "acc": 65.75,
   "time": 357.1384724339878,
   "param": [
    {
     "p": 0.10848763585090637,
     "m": 1.0
    },
    {
     "p": 0.013585991226136684,
     "m": 1.0
    },
    {
     "p": 0.09572752565145493,
     "m": 1.0
    },
    {
     "p": 0.05898956581950188,
     "m": 1.0
    },
    {
     "p": 0.03968285396695137,
     "m": 1.0
    },
    {
     "p": 0.05072753131389618,
     "m": 1.0
    },
    {
     "p": 0.08577628433704376,
     "m": 1.0
    },
    {
     "p": 0.020448433235287666,
     "m": 1.0
    },
    {
     "p": 0.07916244864463806,
     "m": 1.0
    },
    {
     "p": 0.07319185137748718,
     "m": 1.0
    },
    {
     "p": 0.08025950938463211,
     "m": 1.0
    },
    {
     "p": 0.1263810694217682,
     "m": 1.0
    },
    {
     "p": 0.12732720375061035,
     "m": 1.0
    },
    {
     "p": 0.040252067148685455,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 2.4660592079162598,
   "val_loss": 0.8898181915283203,
   "acc": 65.66,
   "time": 321.3423347500211,
   "param": [
    {
     "p": 0.10561685264110565,
     "m": 1.0
    },
    {
     "p": 0.007371658459305763,
     "m": 1.0
    },
    {
     "p": 0.1111283004283905,
     "m": 1.0
    },
    {
     "p": 0.08747606724500656,
     "m": 1.0
    },
    {
     "p": 0.053923431783914566,
     "m": 1.0
    },
    {
     "p": 0.0007114819600246847,
     "m": 1.0
    },
    {
     "p": 0.07316572219133377,
     "m": 1.0
    },
    {
     "p": 0.05551755055785179,
     "m": 1.0
    },
    {
     "p": 0.07060037553310394,
     "m": 1.0
    },
    {
     "p": 0.10786154866218567,
     "m": 1.0
    },
    {
     "p": 0.07451868802309036,
     "m": 1.0
    },
    {
     "p": 0.10804716497659683,
     "m": 1.0
    },
    {
     "p": 0.09752346575260162,
     "m": 1.0
    },
    {
     "p": 0.0465376190841198,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 2.147736072540283,
   "val_loss": 0.9155173897743225,
   "acc": 66.35,
   "time": 358.2409348140063,
   "param": [
    {
     "p": 0.10616038739681244,
     "m": 1.0
    },
    {
     "p": 0.032432932406663895,
     "m": 1.0
    },
    {
     "p": 0.06971264630556107,
     "m": 1.0
    },
    {
     "p": 0.07939963787794113,
     "m": 1.0
    },
    {
     "p": 0.0015520470915362239,
     "m": 1.0
    },
    {
     "p": 0.011902122758328915,
     "m": 1.0
    },
    {
     "p": 0.0929659754037857,
     "m": 1.0
    },
    {
     "p": 0.08718959242105484,
     "m": 1.0
    },
    {
     "p": 0.06649728864431381,
     "m": 1.0
    },
    {
     "p": 0.10220862925052643,
     "m": 1.0
    },
    {
     "p": 0.09072156250476837,
     "m": 1.0
    },
    {
     "p": 0.11458400636911392,
     "m": 1.0
    },
    {
     "p": 0.11777827888727188,
     "m": 1.0
    },
    {
     "p": 0.0268948283046484,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 2.1203858852386475,
   "val_loss": 0.9742120504379272,
   "acc": 65.48,
   "time": 348.43310688302154,
   "param": [
    {
     "p": 0.09265780448913574,
     "m": 1.0
    },
    {
     "p": 0.003526381216943264,
     "m": 1.0
    },
    {
     "p": 0.08288092911243439,
     "m": 1.0
    },
    {
     "p": 0.08422385156154633,
     "m": 1.0
    },
    {
     "p": 0.06748111546039581,
     "m": 1.0
    },
    {
     "p": 0.023005718365311623,
     "m": 1.0
    },
    {
     "p": 0.04614466428756714,
     "m": 1.0
    },
    {
     "p": 0.0888826847076416,
     "m": 1.0
    },
    {
     "p": 0.06528438627719879,
     "m": 1.0
    },
    {
     "p": 0.11655187606811523,
     "m": 1.0
    },
    {
     "p": 0.09554009884595871,
     "m": 1.0
    },
    {
     "p": 0.10653460025787354,
     "m": 1.0
    },
    {
     "p": 0.11048203706741333,
     "m": 1.0
    },
    {
     "p": 0.016803782433271408,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 2.253750801086426,
   "val_loss": 0.9616634249687195,
   "acc": 67.3,
   "time": 349.1942026829929,
   "param": [
    {
     "p": 0.08959513902664185,
     "m": 1.0
    },
    {
     "p": 0.01217888668179512,
     "m": 1.0
    },
    {
     "p": 0.10948548465967178,
     "m": 1.0
    },
    {
     "p": 0.09681196510791779,
     "m": 1.0
    },
    {
     "p": 0.031676940619945526,
     "m": 1.0
    },
    {
     "p": 0.028597857803106308,
     "m": 1.0
    },
    {
     "p": 0.08879031985998154,
     "m": 1.0
    },
    {
     "p": 0.03914117440581322,
     "m": 1.0
    },
    {
     "p": 0.07629422098398209,
     "m": 1.0
    },
    {
     "p": 0.11331482976675034,
     "m": 1.0
    },
    {
     "p": 0.07588618248701096,
     "m": 1.0
    },
    {
     "p": 0.10039383918046951,
     "m": 1.0
    },
    {
     "p": 0.11231933534145355,
     "m": 1.0
    },
    {
     "p": 0.025513749569654465,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 2.0723776817321777,
   "val_loss": 1.009827733039856,
   "acc": 66.21,
   "time": 350.02726946698385,
   "param": [
    {
     "p": 0.10107545554637909,
     "m": 1.0
    },
    {
     "p": 0.009964216500520706,
     "m": 1.0
    },
    {
     "p": 0.09135424345731735,
     "m": 1.0
    },
    {
     "p": 0.07488614320755005,
     "m": 1.0
    },
    {
     "p": 0.026287661865353584,
     "m": 1.0
    },
    {
     "p": 0.04360276833176613,
     "m": 1.0
    },
    {
     "p": 0.08733414113521576,
     "m": 1.0
    },
    {
     "p": 0.0732325091958046,
     "m": 1.0
    },
    {
     "p": 0.09462742507457733,
     "m": 1.0
    },
    {
     "p": 0.08691346645355225,
     "m": 1.0
    },
    {
     "p": 0.06449100375175476,
     "m": 1.0
    },
    {
     "p": 0.1093110740184784,
     "m": 1.0
    },
    {
     "p": 0.10175486654043198,
     "m": 1.0
    },
    {
     "p": 0.035165026783943176,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 2.2518014907836914,
   "val_loss": 0.952018141746521,
   "acc": 66.07,
   "time": 347.6042613470054,
   "param": [
    {
     "p": 0.10493884235620499,
     "m": 1.0
    },
    {
     "p": 0.030994506552815437,
     "m": 1.0
    },
    {
     "p": 0.08847703784704208,
     "m": 1.0
    },
    {
     "p": 0.05481664836406708,
     "m": 1.0
    },
    {
     "p": 0.0416884608566761,
     "m": 1.0
    },
    {
     "p": 0.018375661224126816,
     "m": 1.0
    },
    {
     "p": 0.07786782085895538,
     "m": 1.0
    },
    {
     "p": 0.08034421503543854,
     "m": 1.0
    },
    {
     "p": 0.09040022641420364,
     "m": 1.0
    },
    {
     "p": 0.08236660808324814,
     "m": 1.0
    },
    {
     "p": 0.07791517674922943,
     "m": 1.0
    },
    {
     "p": 0.09068068116903305,
     "m": 1.0
    },
    {
     "p": 0.11666127294301987,
     "m": 1.0
    },
    {
     "p": 0.0444728322327137,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 2.0445704460144043,
   "val_loss": 1.001487374305725,
   "acc": 67.29,
   "time": 341.67784567401395,
   "param": [
    {
     "p": 0.10129161924123764,
     "m": 1.0
    },
    {
     "p": 0.02189643867313862,
     "m": 1.0
    },
    {
     "p": 0.09410102665424347,
     "m": 1.0
    },
    {
     "p": 0.07688695937395096,
     "m": 1.0
    },
    {
     "p": 0.06509421765804291,
     "m": 1.0
    },
    {
     "p": 0.02441377006471157,
     "m": 1.0
    },
    {
     "p": 0.06309162825345993,
     "m": 1.0
    },
    {
     "p": 0.0581822507083416,
     "m": 1.0
    },
    {
     "p": 0.09089372307062149,
     "m": 1.0
    },
    {
     "p": 0.11357087641954422,
     "m": 1.0
    },
    {
     "p": 0.05643615499138832,
     "m": 1.0
    },
    {
     "p": 0.12132738530635834,
     "m": 1.0
    },
    {
     "p": 0.09931553155183792,
     "m": 1.0
    },
    {
     "p": 0.013498464599251747,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 2.0037946701049805,
   "val_loss": 0.9863366484642029,
   "acc": 67.92,
   "time": 313.7902809540101,
   "param": [
    {
     "p": 0.08926530182361603,
     "m": 1.0
    },
    {
     "p": 0.04197119176387787,
     "m": 1.0
    },
    {
     "p": 0.07469921559095383,
     "m": 1.0
    },
    {
     "p": 0.06246454268693924,
     "m": 1.0
    },
    {
     "p": 0.06332538276910782,
     "m": 1.0
    },
    {
     "p": 0.028039030730724335,
     "m": 1.0
    },
    {
     "p": 0.07058477401733398,
     "m": 1.0
    },
    {
     "p": 0.09094715118408203,
     "m": 1.0
    },
    {
     "p": 0.08427467942237854,
     "m": 1.0
    },
    {
     "p": 0.09289306402206421,
     "m": 1.0
    },
    {
     "p": 0.07408056408166885,
     "m": 1.0
    },
    {
     "p": 0.11251860111951828,
     "m": 1.0
    },
    {
     "p": 0.09607232362031937,
     "m": 1.0
    },
    {
     "p": 0.018864238634705544,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 2.1247010231018066,
   "val_loss": 0.8611308932304382,
   "acc": 68.84,
   "time": 335.7831017700082,
   "param": [
    {
     "p": 0.08240082859992981,
     "m": 1.0
    },
    {
     "p": 0.00222583906725049,
     "m": 1.0
    },
    {
     "p": 0.08839984238147736,
     "m": 1.0
    },
    {
     "p": 0.08147510141134262,
     "m": 1.0
    },
    {
     "p": 0.028822818771004677,
     "m": 1.0
    },
    {
     "p": 0.05391338840126991,
     "m": 1.0
    },
    {
     "p": 0.06288223713636398,
     "m": 1.0
    },
    {
     "p": 0.1087704747915268,
     "m": 1.0
    },
    {
     "p": 0.07296431064605713,
     "m": 1.0
    },
    {
     "p": 0.08355748653411865,
     "m": 1.0
    },
    {
     "p": 0.09827712923288345,
     "m": 1.0
    },
    {
     "p": 0.11113863438367844,
     "m": 1.0
    },
    {
     "p": 0.1134726032614708,
     "m": 1.0
    },
    {
     "p": 0.01169938500970602,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 2.190598964691162,
   "val_loss": 0.9629669189453125,
   "acc": 67.64,
   "time": 314.1643825630017,
   "param": [
    {
     "p": 0.10926257073879242,
     "m": 1.0
    },
    {
     "p": 0.0007068730774335563,
     "m": 1.0
    },
    {
     "p": 0.09197641909122467,
     "m": 1.0
    },
    {
     "p": 0.0741814598441124,
     "m": 1.0
    },
    {
     "p": 0.013601833023130894,
     "m": 1.0
    },
    {
     "p": 0.04013418033719063,
     "m": 1.0
    },
    {
     "p": 0.07862506061792374,
     "m": 1.0
    },
    {
     "p": 0.06542962789535522,
     "m": 1.0
    },
    {
     "p": 0.09497375041246414,
     "m": 1.0
    },
    {
     "p": 0.11052422970533371,
     "m": 1.0
    },
    {
     "p": 0.10881839692592621,
     "m": 1.0
    },
    {
     "p": 0.05949774757027626,
     "m": 1.0
    },
    {
     "p": 0.11042758822441101,
     "m": 1.0
    },
    {
     "p": 0.041840218007564545,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 2.078000068664551,
   "val_loss": 0.8829673528671265,
   "acc": 67.4,
   "time": 371.3936396520003,
   "param": [
    {
     "p": 0.10683276504278183,
     "m": 1.0
    },
    {
     "p": 0.000698202638886869,
     "m": 1.0
    },
    {
     "p": 0.10023725777864456,
     "m": 1.0
    },
    {
     "p": 0.06279008835554123,
     "m": 1.0
    },
    {
     "p": 0.004205952398478985,
     "m": 1.0
    },
    {
     "p": 0.04108923301100731,
     "m": 1.0
    },
    {
     "p": 0.08052690327167511,
     "m": 1.0
    },
    {
     "p": 0.0745769590139389,
     "m": 1.0
    },
    {
     "p": 0.082078717648983,
     "m": 1.0
    },
    {
     "p": 0.11211130768060684,
     "m": 1.0
    },
    {
     "p": 0.07375293225049973,
     "m": 1.0
    },
    {
     "p": 0.12702149152755737,
     "m": 1.0
    },
    {
     "p": 0.110765740275383,
     "m": 1.0
    },
    {
     "p": 0.02331238053739071,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 1.580718755722046,
   "val_loss": 1.0964771509170532,
   "acc": 67.87,
   "time": 360.49414474799414,
   "param": [
    {
     "p": 0.10916779935359955,
     "m": 1.0
    },
    {
     "p": 0.02827281877398491,
     "m": 1.0
    },
    {
     "p": 0.05894774943590164,
     "m": 1.0
    },
    {
     "p": 0.08239000290632248,
     "m": 1.0
    },
    {
     "p": 0.025160491466522217,
     "m": 1.0
    },
    {
     "p": 0.03586852550506592,
     "m": 1.0
    },
    {
     "p": 0.07664921134710312,
     "m": 1.0
    },
    {
     "p": 0.07518763840198517,
     "m": 1.0
    },
    {
     "p": 0.08116593956947327,
     "m": 1.0
    },
    {
     "p": 0.09398890286684036,
     "m": 1.0
    },
    {
     "p": 0.09535679221153259,
     "m": 1.0
    },
    {
     "p": 0.10829595476388931,
     "m": 1.0
    },
    {
     "p": 0.10348090529441833,
     "m": 1.0
    },
    {
     "p": 0.02606726624071598,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 1.9464622735977173,
   "val_loss": 0.8895465135574341,
   "acc": 69.26,
   "time": 332.9985675799835,
   "param": [
    {
     "p": 0.11286579072475433,
     "m": 1.0
    },
    {
     "p": 0.0007048363913781941,
     "m": 1.0
    },
    {
     "p": 0.09131112694740295,
     "m": 1.0
    },
    {
     "p": 0.061189498752355576,
     "m": 1.0
    },
    {
     "p": 0.030317144468426704,
     "m": 1.0
    },
    {
     "p": 0.02090873010456562,
     "m": 1.0
    },
    {
     "p": 0.0819522961974144,
     "m": 1.0
    },
    {
     "p": 0.08226802945137024,
     "m": 1.0
    },
    {
     "p": 0.06610266864299774,
     "m": 1.0
    },
    {
     "p": 0.10713387280702591,
     "m": 1.0
    },
    {
     "p": 0.09039399027824402,
     "m": 1.0
    },
    {
     "p": 0.10811401158571243,
     "m": 1.0
    },
    {
     "p": 0.11443370580673218,
     "m": 1.0
    },
    {
     "p": 0.0323043018579483,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 1.7733813524246216,
   "val_loss": 0.9009380340576172,
   "acc": 68.92,
   "time": 344.70470549102174,
   "param": [
    {
     "p": 0.11521603167057037,
     "m": 1.0
    },
    {
     "p": 0.018879419192671776,
     "m": 1.0
    },
    {
     "p": 0.08323696255683899,
     "m": 1.0
    },
    {
     "p": 0.08479626476764679,
     "m": 1.0
    },
    {
     "p": 0.025411264970898628,
     "m": 1.0
    },
    {
     "p": 0.040783751755952835,
     "m": 1.0
    },
    {
     "p": 0.0807984247803688,
     "m": 1.0
    },
    {
     "p": 0.053782228380441666,
     "m": 1.0
    },
    {
     "p": 0.09505043178796768,
     "m": 1.0
    },
    {
     "p": 0.08915533125400543,
     "m": 1.0
    },
    {
     "p": 0.08645620942115784,
     "m": 1.0
    },
    {
     "p": 0.10513439774513245,
     "m": 1.0
    },
    {
     "p": 0.07711047679185867,
     "m": 1.0
    },
    {
     "p": 0.044188909232616425,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 1.7489893436431885,
   "val_loss": 0.9302182793617249,
   "acc": 68.31,
   "time": 342.75491658001556,
   "param": [
    {
     "p": 0.10582246631383896,
     "m": 1.0
    },
    {
     "p": 0.0037306358572095633,
     "m": 1.0
    },
    {
     "p": 0.11552123725414276,
     "m": 1.0
    },
    {
     "p": 0.10013731569051743,
     "m": 1.0
    },
    {
     "p": 0.026830391958355904,
     "m": 1.0
    },
    {
     "p": 0.0007010999834164977,
     "m": 1.0
    },
    {
     "p": 0.08031041920185089,
     "m": 1.0
    },
    {
     "p": 0.0795808732509613,
     "m": 1.0
    },
    {
     "p": 0.08524680137634277,
     "m": 1.0
    },
    {
     "p": 0.1042347326874733,
     "m": 1.0
    },
    {
     "p": 0.05417086184024811,
     "m": 1.0
    },
    {
     "p": 0.11088095605373383,
     "m": 1.0
    },
    {
     "p": 0.11387259513139725,
     "m": 1.0
    },
    {
     "p": 0.01895967125892639,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 1.954643964767456,
   "val_loss": 1.0472034215927124,
   "acc": 67.65,
   "time": 330.6934832549887,
   "param": [
    {
     "p": 0.13218113780021667,
     "m": 1.0
    },
    {
     "p": 0.008821458555758,
     "m": 1.0
    },
    {
     "p": 0.11682559549808502,
     "m": 1.0
    },
    {
     "p": 0.03907107189297676,
     "m": 1.0
    },
    {
     "p": 0.008591525256633759,
     "m": 1.0
    },
    {
     "p": 0.04619629308581352,
     "m": 1.0
    },
    {
     "p": 0.06225013732910156,
     "m": 1.0
    },
    {
     "p": 0.07109671831130981,
     "m": 1.0
    },
    {
     "p": 0.07130970805883408,
     "m": 1.0
    },
    {
     "p": 0.10965794324874878,
     "m": 1.0
    },
    {
     "p": 0.0904630720615387,
     "m": 1.0
    },
    {
     "p": 0.11716016381978989,
     "m": 1.0
    },
    {
     "p": 0.10580439865589142,
     "m": 1.0
    },
    {
     "p": 0.02057073265314102,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 1.7449153661727905,
   "val_loss": 0.9584622979164124,
   "acc": 68.77,
   "time": 365.5056972129969,
   "param": [
    {
     "p": 0.10709699988365173,
     "m": 1.0
    },
    {
     "p": 0.027204465121030807,
     "m": 1.0
    },
    {
     "p": 0.0815625861287117,
     "m": 1.0
    },
    {
     "p": 0.05971604585647583,
     "m": 1.0
    },
    {
     "p": 0.05049237236380577,
     "m": 1.0
    },
    {
     "p": 0.024333398789167404,
     "m": 1.0
    },
    {
     "p": 0.06477182358503342,
     "m": 1.0
    },
    {
     "p": 0.0630902349948883,
     "m": 1.0
    },
    {
     "p": 0.07953837513923645,
     "m": 1.0
    },
    {
     "p": 0.09972276538610458,
     "m": 1.0
    },
    {
     "p": 0.0740247517824173,
     "m": 1.0
    },
    {
     "p": 0.0979636013507843,
     "m": 1.0
    },
    {
     "p": 0.1105291098356247,
     "m": 1.0
    },
    {
     "p": 0.05995342135429382,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 1.8286824226379395,
   "val_loss": 0.999822199344635,
   "acc": 68.09,
   "time": 331.64455991701107,
   "param": [
    {
     "p": 0.1186767965555191,
     "m": 1.0
    },
    {
     "p": 0.020118098706007004,
     "m": 1.0
    },
    {
     "p": 0.09656860679388046,
     "m": 1.0
    },
    {
     "p": 0.08864117413759232,
     "m": 1.0
    },
    {
     "p": 0.0034101607743650675,
     "m": 1.0
    },
    {
     "p": 0.05107856169342995,
     "m": 1.0
    },
    {
     "p": 0.05951685830950737,
     "m": 1.0
    },
    {
     "p": 0.05622190237045288,
     "m": 1.0
    },
    {
     "p": 0.0787176564335823,
     "m": 1.0
    },
    {
     "p": 0.10194253921508789,
     "m": 1.0
    },
    {
     "p": 0.08427772670984268,
     "m": 1.0
    },
    {
     "p": 0.10678516328334808,
     "m": 1.0
    },
    {
     "p": 0.12029220163822174,
     "m": 1.0
    },
    {
     "p": 0.01375268492847681,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 1.5709317922592163,
   "val_loss": 0.8265781402587891,
   "acc": 68.57,
   "time": 343.4543203699868,
   "param": [
    {
     "p": 0.11358343064785004,
     "m": 1.0
    },
    {
     "p": 0.012749013490974903,
     "m": 1.0
    },
    {
     "p": 0.12389820069074631,
     "m": 1.0
    },
    {
     "p": 0.0437166653573513,
     "m": 1.0
    },
    {
     "p": 0.036864690482616425,
     "m": 1.0
    },
    {
     "p": 0.000704409962054342,
     "m": 1.0
    },
    {
     "p": 0.0641588643193245,
     "m": 1.0
    },
    {
     "p": 0.052742280066013336,
     "m": 1.0
    },
    {
     "p": 0.09554196149110794,
     "m": 1.0
    },
    {
     "p": 0.10034269094467163,
     "m": 1.0
    },
    {
     "p": 0.1119704395532608,
     "m": 1.0
    },
    {
     "p": 0.09474372863769531,
     "m": 1.0
    },
    {
     "p": 0.10234576463699341,
     "m": 1.0
    },
    {
     "p": 0.046637970954179764,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 1.8023953437805176,
   "val_loss": 0.9560626149177551,
   "acc": 68.35,
   "time": 364.05444848700427,
   "param": [
    {
     "p": 0.1038108691573143,
     "m": 1.0
    },
    {
     "p": 0.019804533571004868,
     "m": 1.0
    },
    {
     "p": 0.06890446692705154,
     "m": 1.0
    },
    {
     "p": 0.09019001573324203,
     "m": 1.0
    },
    {
     "p": 0.03572074696421623,
     "m": 1.0
    },
    {
     "p": 0.032704729586839676,
     "m": 1.0
    },
    {
     "p": 0.08342607319355011,
     "m": 1.0
    },
    {
     "p": 0.07590432465076447,
     "m": 1.0
    },
    {
     "p": 0.09309174865484238,
     "m": 1.0
    },
    {
     "p": 0.08042620122432709,
     "m": 1.0
    },
    {
     "p": 0.07845274358987808,
     "m": 1.0
    },
    {
     "p": 0.1006409153342247,
     "m": 1.0
    },
    {
     "p": 0.09115627408027649,
     "m": 1.0
    },
    {
     "p": 0.045766375958919525,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 2.0103213787078857,
   "val_loss": 0.8053966164588928,
   "acc": 69.24,
   "time": 353.7898188390245,
   "param": [
    {
     "p": 0.09589754790067673,
     "m": 1.0
    },
    {
     "p": 0.016993071883916855,
     "m": 1.0
    },
    {
     "p": 0.1145661473274231,
     "m": 1.0
    },
    {
     "p": 0.07829197496175766,
     "m": 1.0
    },
    {
     "p": 0.0431644432246685,
     "m": 1.0
    },
    {
     "p": 0.036560505628585815,
     "m": 1.0
    },
    {
     "p": 0.08289457112550735,
     "m": 1.0
    },
    {
     "p": 0.058985594660043716,
     "m": 1.0
    },
    {
     "p": 0.07512368261814117,
     "m": 1.0
    },
    {
     "p": 0.07695870101451874,
     "m": 1.0
    },
    {
     "p": 0.0933370441198349,
     "m": 1.0
    },
    {
     "p": 0.09900206327438354,
     "m": 1.0
    },
    {
     "p": 0.10550674051046371,
     "m": 1.0
    },
    {
     "p": 0.022717881947755814,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 1.824141263961792,
   "val_loss": 0.8781230449676514,
   "acc": 69.66,
   "time": 345.26234250402194,
   "param": [
    {
     "p": 0.10454779863357544,
     "m": 1.0
    },
    {
     "p": 0.01467091217637062,
     "m": 1.0
    },
    {
     "p": 0.08289994299411774,
     "m": 1.0
    },
    {
     "p": 0.05896281078457832,
     "m": 1.0
    },
    {
     "p": 0.03135446831583977,
     "m": 1.0
    },
    {
     "p": 0.055244602262973785,
     "m": 1.0
    },
    {
     "p": 0.05402596294879913,
     "m": 1.0
    },
    {
     "p": 0.0830661803483963,
     "m": 1.0
    },
    {
     "p": 0.09589704126119614,
     "m": 1.0
    },
    {
     "p": 0.10036634653806686,
     "m": 1.0
    },
    {
     "p": 0.06294778734445572,
     "m": 1.0
    },
    {
     "p": 0.13061080873012543,
     "m": 1.0
    },
    {
     "p": 0.1039288118481636,
     "m": 1.0
    },
    {
     "p": 0.021476497873663902,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 1.9227337837219238,
   "val_loss": 0.9597257375717163,
   "acc": 69.15,
   "time": 353.8326837950153,
   "param": [
    {
     "p": 0.08230040967464447,
     "m": 1.0
    },
    {
     "p": 0.005178769584745169,
     "m": 1.0
    },
    {
     "p": 0.09804503619670868,
     "m": 1.0
    },
    {
     "p": 0.09124390780925751,
     "m": 1.0
    },
    {
     "p": 0.04025072604417801,
     "m": 1.0
    },
    {
     "p": 0.05600694566965103,
     "m": 1.0
    },
    {
     "p": 0.10016732662916183,
     "m": 1.0
    },
    {
     "p": 0.07263346761465073,
     "m": 1.0
    },
    {
     "p": 0.03917040675878525,
     "m": 1.0
    },
    {
     "p": 0.11043991148471832,
     "m": 1.0
    },
    {
     "p": 0.0953412801027298,
     "m": 1.0
    },
    {
     "p": 0.09068448841571808,
     "m": 1.0
    },
    {
     "p": 0.10276201367378235,
     "m": 1.0
    },
    {
     "p": 0.015775272622704506,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 1.4302363395690918,
   "val_loss": 0.9266151785850525,
   "acc": 69.3,
   "time": 344.36082637199434,
   "param": [
    {
     "p": 0.10298813134431839,
     "m": 1.0
    },
    {
     "p": 0.018964236602187157,
     "m": 1.0
    },
    {
     "p": 0.10246630758047104,
     "m": 1.0
    },
    {
     "p": 0.0815470740199089,
     "m": 1.0
    },
    {
     "p": 0.04060466215014458,
     "m": 1.0
    },
    {
     "p": 0.0006807610625401139,
     "m": 1.0
    },
    {
     "p": 0.057471055537462234,
     "m": 1.0
    },
    {
     "p": 0.057145170867443085,
     "m": 1.0
    },
    {
     "p": 0.08584656566381454,
     "m": 1.0
    },
    {
     "p": 0.12744764983654022,
     "m": 1.0
    },
    {
     "p": 0.08331304043531418,
     "m": 1.0
    },
    {
     "p": 0.11264674365520477,
     "m": 1.0
    },
    {
     "p": 0.08983627706766129,
     "m": 1.0
    },
    {
     "p": 0.03904227912425995,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 1.6095631122589111,
   "val_loss": 0.8545546531677246,
   "acc": 68.5,
   "time": 387.1303617170197,
   "param": [
    {
     "p": 0.08956240117549896,
     "m": 1.0
    },
    {
     "p": 0.006380343344062567,
     "m": 1.0
    },
    {
     "p": 0.08826491981744766,
     "m": 1.0
    },
    {
     "p": 0.0625256896018982,
     "m": 1.0
    },
    {
     "p": 0.04914455860853195,
     "m": 1.0
    },
    {
     "p": 0.000694134330842644,
     "m": 1.0
    },
    {
     "p": 0.08158691227436066,
     "m": 1.0
    },
    {
     "p": 0.0689384788274765,
     "m": 1.0
    },
    {
     "p": 0.08338186889886856,
     "m": 1.0
    },
    {
     "p": 0.1124068945646286,
     "m": 1.0
    },
    {
     "p": 0.0978919118642807,
     "m": 1.0
    },
    {
     "p": 0.10791082680225372,
     "m": 1.0
    },
    {
     "p": 0.11766687035560608,
     "m": 1.0
    },
    {
     "p": 0.033644288778305054,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 2.1258974075317383,
   "val_loss": 0.9368935227394104,
   "acc": 70.28,
   "time": 347.53027858998394,
   "param": [
    {
     "p": 0.10117365419864655,
     "m": 1.0
    },
    {
     "p": 0.0007023786311037838,
     "m": 1.0
    },
    {
     "p": 0.10027308762073517,
     "m": 1.0
    },
    {
     "p": 0.07424580305814743,
     "m": 1.0
    },
    {
     "p": 0.04936759173870087,
     "m": 1.0
    },
    {
     "p": 0.0030878097750246525,
     "m": 1.0
    },
    {
     "p": 0.07538303732872009,
     "m": 1.0
    },
    {
     "p": 0.07845824956893921,
     "m": 1.0
    },
    {
     "p": 0.08291304111480713,
     "m": 1.0
    },
    {
     "p": 0.10156017541885376,
     "m": 1.0
    },
    {
     "p": 0.09249114245176315,
     "m": 1.0
    },
    {
     "p": 0.09362296015024185,
     "m": 1.0
    },
    {
     "p": 0.09689812362194061,
     "m": 1.0
    },
    {
     "p": 0.04982298985123634,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 1.7434055805206299,
   "val_loss": 0.753700852394104,
   "acc": 69.92,
   "time": 339.4455532809952,
   "param": [
    {
     "p": 0.1333751678466797,
     "m": 1.0
    },
    {
     "p": 0.006170209497213364,
     "m": 1.0
    },
    {
     "p": 0.09302190691232681,
     "m": 1.0
    },
    {
     "p": 0.06509300321340561,
     "m": 1.0
    },
    {
     "p": 0.0007001259364187717,
     "m": 1.0
    },
    {
     "p": 0.019280005246400833,
     "m": 1.0
    },
    {
     "p": 0.08481834828853607,
     "m": 1.0
    },
    {
     "p": 0.051298175007104874,
     "m": 1.0
    },
    {
     "p": 0.0815509632229805,
     "m": 1.0
    },
    {
     "p": 0.12889902293682098,
     "m": 1.0
    },
    {
     "p": 0.054093435406684875,
     "m": 1.0
    },
    {
     "p": 0.1243729293346405,
     "m": 1.0
    },
    {
     "p": 0.12079951167106628,
     "m": 1.0
    },
    {
     "p": 0.03652726858854294,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 1.7314980030059814,
   "val_loss": 0.7624478340148926,
   "acc": 70.48,
   "time": 353.6687489430187,
   "param": [
    {
     "p": 0.07371680438518524,
     "m": 1.0
    },
    {
     "p": 0.02935042791068554,
     "m": 1.0
    },
    {
     "p": 0.09138430655002594,
     "m": 1.0
    },
    {
     "p": 0.07142700254917145,
     "m": 1.0
    },
    {
     "p": 0.05439396947622299,
     "m": 1.0
    },
    {
     "p": 0.035454656928777695,
     "m": 1.0
    },
    {
     "p": 0.04295259341597557,
     "m": 1.0
    },
    {
     "p": 0.07916098088026047,
     "m": 1.0
    },
    {
     "p": 0.1112506166100502,
     "m": 1.0
    },
    {
     "p": 0.07263216376304626,
     "m": 1.0
    },
    {
     "p": 0.09405843913555145,
     "m": 1.0
    },
    {
     "p": 0.10228457301855087,
     "m": 1.0
    },
    {
     "p": 0.09581410884857178,
     "m": 1.0
    },
    {
     "p": 0.04611937701702118,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 1.6801837682724,
   "val_loss": 0.8774576783180237,
   "acc": 69.7,
   "time": 356.85458429399296,
   "param": [
    {
     "p": 0.0832367017865181,
     "m": 1.0
    },
    {
     "p": 0.013856790028512478,
     "m": 1.0
    },
    {
     "p": 0.09737404435873032,
     "m": 1.0
    },
    {
     "p": 0.08273656666278839,
     "m": 1.0
    },
    {
     "p": 0.016537068411707878,
     "m": 1.0
    },
    {
     "p": 0.0007015633746050298,
     "m": 1.0
    },
    {
     "p": 0.04676499217748642,
     "m": 1.0
    },
    {
     "p": 0.09447957575321198,
     "m": 1.0
    },
    {
     "p": 0.11066611856222153,
     "m": 1.0
    },
    {
     "p": 0.10062576085329056,
     "m": 1.0
    },
    {
     "p": 0.12753307819366455,
     "m": 1.0
    },
    {
     "p": 0.10018518567085266,
     "m": 1.0
    },
    {
     "p": 0.10815668106079102,
     "m": 1.0
    },
    {
     "p": 0.01714581809937954,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 1.8979140520095825,
   "val_loss": 0.8924782276153564,
   "acc": 67.48,
   "time": 361.11163846802083,
   "param": [
    {
     "p": 0.09148012101650238,
     "m": 1.0
    },
    {
     "p": 0.024867476895451546,
     "m": 1.0
    },
    {
     "p": 0.06377921998500824,
     "m": 1.0
    },
    {
     "p": 0.08089026063680649,
     "m": 1.0
    },
    {
     "p": 0.05033789947628975,
     "m": 1.0
    },
    {
     "p": 0.017859261482954025,
     "m": 1.0
    },
    {
     "p": 0.07730479538440704,
     "m": 1.0
    },
    {
     "p": 0.08080016821622849,
     "m": 1.0
    },
    {
     "p": 0.07433847337961197,
     "m": 1.0
    },
    {
     "p": 0.10565201193094254,
     "m": 1.0
    },
    {
     "p": 0.09520702064037323,
     "m": 1.0
    },
    {
     "p": 0.10621517896652222,
     "m": 1.0
    },
    {
     "p": 0.08370118588209152,
     "m": 1.0
    },
    {
     "p": 0.047566935420036316,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 1.496273159980774,
   "val_loss": 0.9451743364334106,
   "acc": 69.64,
   "time": 348.1205569510057,
   "param": [
    {
     "p": 0.09909325838088989,
     "m": 1.0
    },
    {
     "p": 0.015586784109473228,
     "m": 1.0
    },
    {
     "p": 0.08553874492645264,
     "m": 1.0
    },
    {
     "p": 0.06964291632175446,
     "m": 1.0
    },
    {
     "p": 0.054037272930145264,
     "m": 1.0
    },
    {
     "p": 0.017351694405078888,
     "m": 1.0
    },
    {
     "p": 0.07734372466802597,
     "m": 1.0
    },
    {
     "p": 0.06454133242368698,
     "m": 1.0
    },
    {
     "p": 0.08030484616756439,
     "m": 1.0
    },
    {
     "p": 0.09437154233455658,
     "m": 1.0
    },
    {
     "p": 0.08097901195287704,
     "m": 1.0
    },
    {
     "p": 0.09615139663219452,
     "m": 1.0
    },
    {
     "p": 0.11758281290531158,
     "m": 1.0
    },
    {
     "p": 0.04747460037469864,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 2.194489002227783,
   "val_loss": 0.8733609914779663,
   "acc": 69.81,
   "time": 339.3472557190107,
   "param": [
    {
     "p": 0.09821740537881851,
     "m": 1.0
    },
    {
     "p": 0.04474877193570137,
     "m": 1.0
    },
    {
     "p": 0.08570408076047897,
     "m": 1.0
    },
    {
     "p": 0.0702066719532013,
     "m": 1.0
    },
    {
     "p": 0.04564148560166359,
     "m": 1.0
    },
    {
     "p": 0.0294621791690588,
     "m": 1.0
    },
    {
     "p": 0.08419255912303925,
     "m": 1.0
    },
    {
     "p": 0.0915466696023941,
     "m": 1.0
    },
    {
     "p": 0.05904100090265274,
     "m": 1.0
    },
    {
     "p": 0.08869792520999908,
     "m": 1.0
    },
    {
     "p": 0.08176317065954208,
     "m": 1.0
    },
    {
     "p": 0.09081264585256577,
     "m": 1.0
    },
    {
     "p": 0.10503311455249786,
     "m": 1.0
    },
    {
     "p": 0.02493232861161232,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 2.1559927463531494,
   "val_loss": 0.8855478763580322,
   "acc": 68.67,
   "time": 366.86274619199685,
   "param": [
    {
     "p": 0.10591829568147659,
     "m": 1.0
    },
    {
     "p": 0.026305509731173515,
     "m": 1.0
    },
    {
     "p": 0.08284753561019897,
     "m": 1.0
    },
    {
     "p": 0.0703878328204155,
     "m": 1.0
    },
    {
     "p": 0.042365092784166336,
     "m": 1.0
    },
    {
     "p": 0.03059476613998413,
     "m": 1.0
    },
    {
     "p": 0.061820436269044876,
     "m": 1.0
    },
    {
     "p": 0.07118114829063416,
     "m": 1.0
    },
    {
     "p": 0.08686193823814392,
     "m": 1.0
    },
    {
     "p": 0.10028389096260071,
     "m": 1.0
    },
    {
     "p": 0.07451885938644409,
     "m": 1.0
    },
    {
     "p": 0.09814255684614182,
     "m": 1.0
    },
    {
     "p": 0.10038139671087265,
     "m": 1.0
    },
    {
     "p": 0.04839088395237923,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 1.7813750505447388,
   "val_loss": 0.7875957489013672,
   "acc": 70.12,
   "time": 373.7877206550038,
   "param": [
    {
     "p": 0.09900811314582825,
     "m": 1.0
    },
    {
     "p": 0.03655553236603737,
     "m": 1.0
    },
    {
     "p": 0.09448876231908798,
     "m": 1.0
    },
    {
     "p": 0.07675500214099884,
     "m": 1.0
    },
    {
     "p": 0.005226884037256241,
     "m": 1.0
    },
    {
     "p": 0.06226343661546707,
     "m": 1.0
    },
    {
     "p": 0.062435332685709,
     "m": 1.0
    },
    {
     "p": 0.06674587726593018,
     "m": 1.0
    },
    {
     "p": 0.10134181380271912,
     "m": 1.0
    },
    {
     "p": 0.08057191222906113,
     "m": 1.0
    },
    {
     "p": 0.08858552575111389,
     "m": 1.0
    },
    {
     "p": 0.09403668344020844,
     "m": 1.0
    },
    {
     "p": 0.08540678769350052,
     "m": 1.0
    },
    {
     "p": 0.04657827690243721,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 1.9825249910354614,
   "val_loss": 0.871006190776825,
   "acc": 70.2,
   "time": 325.74350174400024,
   "param": [
    {
     "p": 0.09304393827915192,
     "m": 1.0
    },
    {
     "p": 0.006063299719244242,
     "m": 1.0
    },
    {
     "p": 0.1025737002491951,
     "m": 1.0
    },
    {
     "p": 0.08216509968042374,
     "m": 1.0
    },
    {
     "p": 0.05403807386755943,
     "m": 1.0
    },
    {
     "p": 0.04365875944495201,
     "m": 1.0
    },
    {
     "p": 0.06100398302078247,
     "m": 1.0
    },
    {
     "p": 0.06036122143268585,
     "m": 1.0
    },
    {
     "p": 0.09148796647787094,
     "m": 1.0
    },
    {
     "p": 0.10030907392501831,
     "m": 1.0
    },
    {
     "p": 0.07696664333343506,
     "m": 1.0
    },
    {
     "p": 0.08289451897144318,
     "m": 1.0
    },
    {
     "p": 0.09364543110132217,
     "m": 1.0
    },
    {
     "p": 0.051788292825222015,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 1.625831127166748,
   "val_loss": 0.7830920219421387,
   "acc": 71.44,
   "time": 328.7117940449971,
   "param": [
    {
     "p": 0.12379802018404007,
     "m": 1.0
    },
    {
     "p": 0.00883860420435667,
     "m": 1.0
    },
    {
     "p": 0.11992672085762024,
     "m": 1.0
    },
    {
     "p": 0.06713026762008667,
     "m": 1.0
    },
    {
     "p": 0.03326590359210968,
     "m": 1.0
    },
    {
     "p": 0.010168945416808128,
     "m": 1.0
    },
    {
     "p": 0.08296965062618256,
     "m": 1.0
    },
    {
     "p": 0.03545288369059563,
     "m": 1.0
    },
    {
     "p": 0.09686882793903351,
     "m": 1.0
    },
    {
     "p": 0.09520860016345978,
     "m": 1.0
    },
    {
     "p": 0.03144131600856781,
     "m": 1.0
    },
    {
     "p": 0.12170661240816116,
     "m": 1.0
    },
    {
     "p": 0.10869646817445755,
     "m": 1.0
    },
    {
     "p": 0.06452714651823044,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 1.6063133478164673,
   "val_loss": 0.8485405445098877,
   "acc": 70.4,
   "time": 342.7374164130015,
   "param": [
    {
     "p": 0.09015310555696487,
     "m": 1.0
    },
    {
     "p": 0.013025837950408459,
     "m": 1.0
    },
    {
     "p": 0.06619790941476822,
     "m": 1.0
    },
    {
     "p": 0.06326154619455338,
     "m": 1.0
    },
    {
     "p": 0.032589398324489594,
     "m": 1.0
    },
    {
     "p": 0.015613644383847713,
     "m": 1.0
    },
    {
     "p": 0.10809492319822311,
     "m": 1.0
    },
    {
     "p": 0.04520638287067413,
     "m": 1.0
    },
    {
     "p": 0.07019396126270294,
     "m": 1.0
    },
    {
     "p": 0.11316192150115967,
     "m": 1.0
    },
    {
     "p": 0.1142081469297409,
     "m": 1.0
    },
    {
     "p": 0.13129425048828125,
     "m": 1.0
    },
    {
     "p": 0.06686469167470932,
     "m": 1.0
    },
    {
     "p": 0.07013437896966934,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 1.7363604307174683,
   "val_loss": 0.896310031414032,
   "acc": 70.44,
   "time": 362.29727546600043,
   "param": [
    {
     "p": 0.09104041010141373,
     "m": 1.0
    },
    {
     "p": 0.04140365868806839,
     "m": 1.0
    },
    {
     "p": 0.09077683836221695,
     "m": 1.0
    },
    {
     "p": 0.05331486836075783,
     "m": 1.0
    },
    {
     "p": 0.021492671221494675,
     "m": 1.0
    },
    {
     "p": 0.0388144850730896,
     "m": 1.0
    },
    {
     "p": 0.0881165936589241,
     "m": 1.0
    },
    {
     "p": 0.06385039538145065,
     "m": 1.0
    },
    {
     "p": 0.05702323839068413,
     "m": 1.0
    },
    {
     "p": 0.10437575727701187,
     "m": 1.0
    },
    {
     "p": 0.09128677099943161,
     "m": 1.0
    },
    {
     "p": 0.07947011291980743,
     "m": 1.0
    },
    {
     "p": 0.1272704005241394,
     "m": 1.0
    },
    {
     "p": 0.05176381766796112,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 1.9537937641143799,
   "val_loss": 0.8840979933738708,
   "acc": 70.62,
   "time": 344.4866806619975,
   "param": [
    {
     "p": 0.11875078082084656,
     "m": 1.0
    },
    {
     "p": 0.011961987242102623,
     "m": 1.0
    },
    {
     "p": 0.07666140049695969,
     "m": 1.0
    },
    {
     "p": 0.07066243141889572,
     "m": 1.0
    },
    {
     "p": 0.06346382945775986,
     "m": 1.0
    },
    {
     "p": 0.0006922419415786862,
     "m": 1.0
    },
    {
     "p": 0.09869181364774704,
     "m": 1.0
    },
    {
     "p": 0.06258301436901093,
     "m": 1.0
    },
    {
     "p": 0.10051101446151733,
     "m": 1.0
    },
    {
     "p": 0.06303689628839493,
     "m": 1.0
    },
    {
     "p": 0.12181557714939117,
     "m": 1.0
    },
    {
     "p": 0.10888268053531647,
     "m": 1.0
    },
    {
     "p": 0.07830334454774857,
     "m": 1.0
    },
    {
     "p": 0.023983091115951538,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 1.6126494407653809,
   "val_loss": 0.8428905010223389,
   "acc": 70.57,
   "time": 349.4169092369848,
   "param": [
    {
     "p": 0.08352906256914139,
     "m": 1.0
    },
    {
     "p": 0.01018513087183237,
     "m": 1.0
    },
    {
     "p": 0.07698424160480499,
     "m": 1.0
    },
    {
     "p": 0.07101790606975555,
     "m": 1.0
    },
    {
     "p": 0.07714484632015228,
     "m": 1.0
    },
    {
     "p": 0.029734967276453972,
     "m": 1.0
    },
    {
     "p": 0.04983025789260864,
     "m": 1.0
    },
    {
     "p": 0.08505862951278687,
     "m": 1.0
    },
    {
     "p": 0.09194681793451309,
     "m": 1.0
    },
    {
     "p": 0.11696863174438477,
     "m": 1.0
    },
    {
     "p": 0.06399299949407578,
     "m": 1.0
    },
    {
     "p": 0.09270832687616348,
     "m": 1.0
    },
    {
     "p": 0.11892431974411011,
     "m": 1.0
    },
    {
     "p": 0.031973887234926224,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 1.792844533920288,
   "val_loss": 0.944435715675354,
   "acc": 71.16,
   "time": 333.4846071249922,
   "param": [
    {
     "p": 0.10740380734205246,
     "m": 1.0
    },
    {
     "p": 0.020846879109740257,
     "m": 1.0
    },
    {
     "p": 0.0972549244761467,
     "m": 1.0
    },
    {
     "p": 0.08343636244535446,
     "m": 1.0
    },
    {
     "p": 0.031886935234069824,
     "m": 1.0
    },
    {
     "p": 0.041275206953287125,
     "m": 1.0
    },
    {
     "p": 0.07454380393028259,
     "m": 1.0
    },
    {
     "p": 0.04485723748803139,
     "m": 1.0
    },
    {
     "p": 0.08465023338794708,
     "m": 1.0
    },
    {
     "p": 0.07798700779676437,
     "m": 1.0
    },
    {
     "p": 0.08935456722974777,
     "m": 1.0
    },
    {
     "p": 0.09061618149280548,
     "m": 1.0
    },
    {
     "p": 0.11088734120130539,
     "m": 1.0
    },
    {
     "p": 0.04499953240156174,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 1.3319354057312012,
   "val_loss": 0.7763124704360962,
   "acc": 70.56,
   "time": 330.52686224802164,
   "param": [
    {
     "p": 0.10049928724765778,
     "m": 1.0
    },
    {
     "p": 0.04770555719733238,
     "m": 1.0
    },
    {
     "p": 0.0827336385846138,
     "m": 1.0
    },
    {
     "p": 0.08914562314748764,
     "m": 1.0
    },
    {
     "p": 0.005646080709993839,
     "m": 1.0
    },
    {
     "p": 0.028658762574195862,
     "m": 1.0
    },
    {
     "p": 0.059946395456790924,
     "m": 1.0
    },
    {
     "p": 0.09273526817560196,
     "m": 1.0
    },
    {
     "p": 0.07121921330690384,
     "m": 1.0
    },
    {
     "p": 0.075169637799263,
     "m": 1.0
    },
    {
     "p": 0.09932445734739304,
     "m": 1.0
    },
    {
     "p": 0.10963056981563568,
     "m": 1.0
    },
    {
     "p": 0.09849590063095093,
     "m": 1.0
    },
    {
     "p": 0.03908959776163101,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 1.70710289478302,
   "val_loss": 0.8829226493835449,
   "acc": 71.2,
   "time": 345.09647336998023,
   "param": [
    {
     "p": 0.10205166786909103,
     "m": 1.0
    },
    {
     "p": 0.029004352167248726,
     "m": 1.0
    },
    {
     "p": 0.08979474008083344,
     "m": 1.0
    },
    {
     "p": 0.07860808819532394,
     "m": 1.0
    },
    {
     "p": 0.04743910953402519,
     "m": 1.0
    },
    {
     "p": 0.05477668717503548,
     "m": 1.0
    },
    {
     "p": 0.08870282024145126,
     "m": 1.0
    },
    {
     "p": 0.07846302539110184,
     "m": 1.0
    },
    {
     "p": 0.0660320594906807,
     "m": 1.0
    },
    {
     "p": 0.08138102293014526,
     "m": 1.0
    },
    {
     "p": 0.05402398109436035,
     "m": 1.0
    },
    {
     "p": 0.09356357902288437,
     "m": 1.0
    },
    {
     "p": 0.08310629427433014,
     "m": 1.0
    },
    {
     "p": 0.053052641451358795,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 1.5858449935913086,
   "val_loss": 0.8574155569076538,
   "acc": 70.61,
   "time": 360.2193890660128,
   "param": [
    {
     "p": 0.10863926261663437,
     "m": 1.0
    },
    {
     "p": 0.032001566141843796,
     "m": 1.0
    },
    {
     "p": 0.10280804336071014,
     "m": 1.0
    },
    {
     "p": 0.08303140848875046,
     "m": 1.0
    },
    {
     "p": 0.04100186750292778,
     "m": 1.0
    },
    {
     "p": 0.03637346997857094,
     "m": 1.0
    },
    {
     "p": 0.04104103520512581,
     "m": 1.0
    },
    {
     "p": 0.056564632803201675,
     "m": 1.0
    },
    {
     "p": 0.05838301032781601,
     "m": 1.0
    },
    {
     "p": 0.10632625222206116,
     "m": 1.0
    },
    {
     "p": 0.10783898085355759,
     "m": 1.0
    },
    {
     "p": 0.09092551469802856,
     "m": 1.0
    },
    {
     "p": 0.10969754308462143,
     "m": 1.0
    },
    {
     "p": 0.025367463007569313,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 1.6625380516052246,
   "val_loss": 0.8109076619148254,
   "acc": 71.78,
   "time": 324.2191569180286,
   "param": [
    {
     "p": 0.11694835871458054,
     "m": 1.0
    },
    {
     "p": 0.010708971880376339,
     "m": 1.0
    },
    {
     "p": 0.10126394778490067,
     "m": 1.0
    },
    {
     "p": 0.06832999736070633,
     "m": 1.0
    },
    {
     "p": 0.014212501235306263,
     "m": 1.0
    },
    {
     "p": 0.02344016171991825,
     "m": 1.0
    },
    {
     "p": 0.08002302795648575,
     "m": 1.0
    },
    {
     "p": 0.09885707497596741,
     "m": 1.0
    },
    {
     "p": 0.057149484753608704,
     "m": 1.0
    },
    {
     "p": 0.10375066101551056,
     "m": 1.0
    },
    {
     "p": 0.09541461616754532,
     "m": 1.0
    },
    {
     "p": 0.08413079380989075,
     "m": 1.0
    },
    {
     "p": 0.09281599521636963,
     "m": 1.0
    },
    {
     "p": 0.05295445770025253,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 1.798657774925232,
   "val_loss": 0.9211821556091309,
   "acc": 70.52,
   "time": 318.79259568898124,
   "param": [
    {
     "p": 0.12849347293376923,
     "m": 1.0
    },
    {
     "p": 0.018150128424167633,
     "m": 1.0
    },
    {
     "p": 0.08689310401678085,
     "m": 1.0
    },
    {
     "p": 0.0726960301399231,
     "m": 1.0
    },
    {
     "p": 0.04128929600119591,
     "m": 1.0
    },
    {
     "p": 0.06863474100828171,
     "m": 1.0
    },
    {
     "p": 0.04618352651596069,
     "m": 1.0
    },
    {
     "p": 0.05443010851740837,
     "m": 1.0
    },
    {
     "p": 0.0671059787273407,
     "m": 1.0
    },
    {
     "p": 0.09565678983926773,
     "m": 1.0
    },
    {
     "p": 0.0889810100197792,
     "m": 1.0
    },
    {
     "p": 0.07608172297477722,
     "m": 1.0
    },
    {
     "p": 0.12121030688285828,
     "m": 1.0
    },
    {
     "p": 0.03419388458132744,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 1.9765721559524536,
   "val_loss": 0.7566424012184143,
   "acc": 71.43,
   "time": 359.0944883839984,
   "param": [
    {
     "p": 0.10540762543678284,
     "m": 1.0
    },
    {
     "p": 0.008343308232724667,
     "m": 1.0
    },
    {
     "p": 0.03443453088402748,
     "m": 1.0
    },
    {
     "p": 0.0468539260327816,
     "m": 1.0
    },
    {
     "p": 0.05067512392997742,
     "m": 1.0
    },
    {
     "p": 0.03771781921386719,
     "m": 1.0
    },
    {
     "p": 0.07790269702672958,
     "m": 1.0
    },
    {
     "p": 0.10202885419130325,
     "m": 1.0
    },
    {
     "p": 0.10017833113670349,
     "m": 1.0
    },
    {
     "p": 0.1132718026638031,
     "m": 1.0
    },
    {
     "p": 0.09161723405122757,
     "m": 1.0
    },
    {
     "p": 0.08676489442586899,
     "m": 1.0
    },
    {
     "p": 0.106473907828331,
     "m": 1.0
    },
    {
     "p": 0.03832995519042015,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 1.624068260192871,
   "val_loss": 0.6790982484817505,
   "acc": 72.09,
   "time": 367.03073318800307,
   "param": [
    {
     "p": 0.10294857621192932,
     "m": 1.0
    },
    {
     "p": 0.013500114902853966,
     "m": 1.0
    },
    {
     "p": 0.0808282345533371,
     "m": 1.0
    },
    {
     "p": 0.0744662955403328,
     "m": 1.0
    },
    {
     "p": 0.04207446798682213,
     "m": 1.0
    },
    {
     "p": 0.024727601557970047,
     "m": 1.0
    },
    {
     "p": 0.09897473454475403,
     "m": 1.0
    },
    {
     "p": 0.07697859406471252,
     "m": 1.0
    },
    {
     "p": 0.0632808580994606,
     "m": 1.0
    },
    {
     "p": 0.07699336856603622,
     "m": 1.0
    },
    {
     "p": 0.09862091392278671,
     "m": 1.0
    },
    {
     "p": 0.07945366203784943,
     "m": 1.0
    },
    {
     "p": 0.10736899822950363,
     "m": 1.0
    },
    {
     "p": 0.05978350713849068,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 1.5760281085968018,
   "val_loss": 0.8734527826309204,
   "acc": 70.71,
   "time": 344.3437956550042,
   "param": [
    {
     "p": 0.10858660191297531,
     "m": 1.0
    },
    {
     "p": 0.04533559828996658,
     "m": 1.0
    },
    {
     "p": 0.09573063254356384,
     "m": 1.0
    },
    {
     "p": 0.06397400051355362,
     "m": 1.0
    },
    {
     "p": 0.020383944734930992,
     "m": 1.0
    },
    {
     "p": 0.033584773540496826,
     "m": 1.0
    },
    {
     "p": 0.06735263764858246,
     "m": 1.0
    },
    {
     "p": 0.09913387894630432,
     "m": 1.0
    },
    {
     "p": 0.08861035853624344,
     "m": 1.0
    },
    {
     "p": 0.09847275167703629,
     "m": 1.0
    },
    {
     "p": 0.08411973714828491,
     "m": 1.0
    },
    {
     "p": 0.08449511975049973,
     "m": 1.0
    },
    {
     "p": 0.08465753495693207,
     "m": 1.0
    },
    {
     "p": 0.025562448427081108,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 1.5936235189437866,
   "val_loss": 0.8738182783126831,
   "acc": 71.83,
   "time": 346.84682520499337,
   "param": [
    {
     "p": 0.08122329413890839,
     "m": 1.0
    },
    {
     "p": 0.041354481130838394,
     "m": 1.0
    },
    {
     "p": 0.07984849810600281,
     "m": 1.0
    },
    {
     "p": 0.06145709380507469,
     "m": 1.0
    },
    {
     "p": 0.04442476108670235,
     "m": 1.0
    },
    {
     "p": 0.014237958006560802,
     "m": 1.0
    },
    {
     "p": 0.09226696193218231,
     "m": 1.0
    },
    {
     "p": 0.08443697541952133,
     "m": 1.0
    },
    {
     "p": 0.09277015179395676,
     "m": 1.0
    },
    {
     "p": 0.08452148735523224,
     "m": 1.0
    },
    {
     "p": 0.07907740771770477,
     "m": 1.0
    },
    {
     "p": 0.09115377068519592,
     "m": 1.0
    },
    {
     "p": 0.10822349041700363,
     "m": 1.0
    },
    {
     "p": 0.045003727078437805,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 1.5759419202804565,
   "val_loss": 0.8592404127120972,
   "acc": 70.68,
   "time": 357.6955649710144,
   "param": [
    {
     "p": 0.11849453300237656,
     "m": 1.0
    },
    {
     "p": 0.019981900230050087,
     "m": 1.0
    },
    {
     "p": 0.1188010722398758,
     "m": 1.0
    },
    {
     "p": 0.01483262050896883,
     "m": 1.0
    },
    {
     "p": 0.0267605260014534,
     "m": 1.0
    },
    {
     "p": 0.03464460000395775,
     "m": 1.0
    },
    {
     "p": 0.08275070786476135,
     "m": 1.0
    },
    {
     "p": 0.08646237850189209,
     "m": 1.0
    },
    {
     "p": 0.07372856140136719,
     "m": 1.0
    },
    {
     "p": 0.10716923326253891,
     "m": 1.0
    },
    {
     "p": 0.08788526058197021,
     "m": 1.0
    },
    {
     "p": 0.0935971736907959,
     "m": 1.0
    },
    {
     "p": 0.10416395217180252,
     "m": 1.0
    },
    {
     "p": 0.030727500095963478,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 1.9242939949035645,
   "val_loss": 0.7749990820884705,
   "acc": 70.49,
   "time": 329.82695245498326,
   "param": [
    {
     "p": 0.07910332083702087,
     "m": 1.0
    },
    {
     "p": 0.027671966701745987,
     "m": 1.0
    },
    {
     "p": 0.08398247510194778,
     "m": 1.0
    },
    {
     "p": 0.07547584921121597,
     "m": 1.0
    },
    {
     "p": 0.032847221940755844,
     "m": 1.0
    },
    {
     "p": 0.017846472561359406,
     "m": 1.0
    },
    {
     "p": 0.0746498703956604,
     "m": 1.0
    },
    {
     "p": 0.06676667183637619,
     "m": 1.0
    },
    {
     "p": 0.0880885198712349,
     "m": 1.0
    },
    {
     "p": 0.10789694637060165,
     "m": 1.0
    },
    {
     "p": 0.0960325375199318,
     "m": 1.0
    },
    {
     "p": 0.08881089836359024,
     "m": 1.0
    },
    {
     "p": 0.11940028518438339,
     "m": 1.0
    },
    {
     "p": 0.041427016258239746,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 1.824117660522461,
   "val_loss": 0.7936298847198486,
   "acc": 71.68,
   "time": 361.72387211900786,
   "param": [
    {
     "p": 0.10887443274259567,
     "m": 1.0
    },
    {
     "p": 0.047286052256822586,
     "m": 1.0
    },
    {
     "p": 0.0843343585729599,
     "m": 1.0
    },
    {
     "p": 0.058048900216817856,
     "m": 1.0
    },
    {
     "p": 0.05036308243870735,
     "m": 1.0
    },
    {
     "p": 0.032029930502176285,
     "m": 1.0
    },
    {
     "p": 0.06992872059345245,
     "m": 1.0
    },
    {
     "p": 0.03233623132109642,
     "m": 1.0
    },
    {
     "p": 0.08414331823587418,
     "m": 1.0
    },
    {
     "p": 0.07266880571842194,
     "m": 1.0
    },
    {
     "p": 0.11690748482942581,
     "m": 1.0
    },
    {
     "p": 0.08279336988925934,
     "m": 1.0
    },
    {
     "p": 0.09515030682086945,
     "m": 1.0
    },
    {
     "p": 0.06513497978448868,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 1.454898715019226,
   "val_loss": 0.9867579936981201,
   "acc": 70.37,
   "time": 369.5964938919933,
   "param": [
    {
     "p": 0.10327103734016418,
     "m": 1.0
    },
    {
     "p": 0.016462506726384163,
     "m": 1.0
    },
    {
     "p": 0.09853215515613556,
     "m": 1.0
    },
    {
     "p": 0.0675337165594101,
     "m": 1.0
    },
    {
     "p": 0.036319538950920105,
     "m": 1.0
    },
    {
     "p": 0.016048235818743706,
     "m": 1.0
    },
    {
     "p": 0.05577459931373596,
     "m": 1.0
    },
    {
     "p": 0.07974465191364288,
     "m": 1.0
    },
    {
     "p": 0.09024045616388321,
     "m": 1.0
    },
    {
     "p": 0.08804166316986084,
     "m": 1.0
    },
    {
     "p": 0.08284284919500351,
     "m": 1.0
    },
    {
     "p": 0.09904862195253372,
     "m": 1.0
    },
    {
     "p": 0.11707897484302521,
     "m": 1.0
    },
    {
     "p": 0.04906095936894417,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 1.589457631111145,
   "val_loss": 0.8720129132270813,
   "acc": 71.29,
   "time": 324.993187443004,
   "param": [
    {
     "p": 0.10307809710502625,
     "m": 1.0
    },
    {
     "p": 0.0037303941790014505,
     "m": 1.0
    },
    {
     "p": 0.0914720967411995,
     "m": 1.0
    },
    {
     "p": 0.06902661174535751,
     "m": 1.0
    },
    {
     "p": 0.024622688069939613,
     "m": 1.0
    },
    {
     "p": 0.0451071560382843,
     "m": 1.0
    },
    {
     "p": 0.06617611646652222,
     "m": 1.0
    },
    {
     "p": 0.0674813985824585,
     "m": 1.0
    },
    {
     "p": 0.095500648021698,
     "m": 1.0
    },
    {
     "p": 0.07951990514993668,
     "m": 1.0
    },
    {
     "p": 0.10422312468290329,
     "m": 1.0
    },
    {
     "p": 0.09651022404432297,
     "m": 1.0
    },
    {
     "p": 0.1068410649895668,
     "m": 1.0
    },
    {
     "p": 0.04671044275164604,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 1.670275092124939,
   "val_loss": 0.842276930809021,
   "acc": 70.73,
   "time": 327.76537736700266,
   "param": [
    {
     "p": 0.09368458390235901,
     "m": 1.0
    },
    {
     "p": 0.036229949444532394,
     "m": 1.0
    },
    {
     "p": 0.09824037551879883,
     "m": 1.0
    },
    {
     "p": 0.058646414428949356,
     "m": 1.0
    },
    {
     "p": 0.015538343228399754,
     "m": 1.0
    },
    {
     "p": 0.009505927562713623,
     "m": 1.0
    },
    {
     "p": 0.06114605441689491,
     "m": 1.0
    },
    {
     "p": 0.08331291377544403,
     "m": 1.0
    },
    {
     "p": 0.09728144109249115,
     "m": 1.0
    },
    {
     "p": 0.10120859742164612,
     "m": 1.0
    },
    {
     "p": 0.0898059830069542,
     "m": 1.0
    },
    {
     "p": 0.10140013694763184,
     "m": 1.0
    },
    {
     "p": 0.10386792570352554,
     "m": 1.0
    },
    {
     "p": 0.05013135075569153,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 1.716963529586792,
   "val_loss": 0.8159422874450684,
   "acc": 71.65,
   "time": 349.2533701149805,
   "param": [
    {
     "p": 0.11226557940244675,
     "m": 1.0
    },
    {
     "p": 0.02628784254193306,
     "m": 1.0
    },
    {
     "p": 0.09137383103370667,
     "m": 1.0
    },
    {
     "p": 0.06249561905860901,
     "m": 1.0
    },
    {
     "p": 0.05629527196288109,
     "m": 1.0
    },
    {
     "p": 0.005723975598812103,
     "m": 1.0
    },
    {
     "p": 0.06728890538215637,
     "m": 1.0
    },
    {
     "p": 0.06855124235153198,
     "m": 1.0
    },
    {
     "p": 0.08938361704349518,
     "m": 1.0
    },
    {
     "p": 0.06965155899524689,
     "m": 1.0
    },
    {
     "p": 0.08809107542037964,
     "m": 1.0
    },
    {
     "p": 0.10353445261716843,
     "m": 1.0
    },
    {
     "p": 0.11231657862663269,
     "m": 1.0
    },
    {
     "p": 0.0467403307557106,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 1.7972580194473267,
   "val_loss": 0.7876936793327332,
   "acc": 69.97,
   "time": 345.2230769509915,
   "param": [
    {
     "p": 0.09843330830335617,
     "m": 1.0
    },
    {
     "p": 0.02543729543685913,
     "m": 1.0
    },
    {
     "p": 0.08599678426980972,
     "m": 1.0
    },
    {
     "p": 0.08021637052297592,
     "m": 1.0
    },
    {
     "p": 0.016958050429821014,
     "m": 1.0
    },
    {
     "p": 0.03847527131438255,
     "m": 1.0
    },
    {
     "p": 0.07698765397071838,
     "m": 1.0
    },
    {
     "p": 0.068720743060112,
     "m": 1.0
    },
    {
     "p": 0.07815223187208176,
     "m": 1.0
    },
    {
     "p": 0.09238320589065552,
     "m": 1.0
    },
    {
     "p": 0.07695359736680984,
     "m": 1.0
    },
    {
     "p": 0.09066131711006165,
     "m": 1.0
    },
    {
     "p": 0.1097031980752945,
     "m": 1.0
    },
    {
     "p": 0.060921017080545425,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 1.7604775428771973,
   "val_loss": 0.8497975468635559,
   "acc": 70.94,
   "time": 337.8278787000163,
   "param": [
    {
     "p": 0.10738428682088852,
     "m": 1.0
    },
    {
     "p": 0.04074745252728462,
     "m": 1.0
    },
    {
     "p": 0.089564248919487,
     "m": 1.0
    },
    {
     "p": 0.08757484704256058,
     "m": 1.0
    },
    {
     "p": 0.0371028408408165,
     "m": 1.0
    },
    {
     "p": 0.02409381978213787,
     "m": 1.0
    },
    {
     "p": 0.07254582643508911,
     "m": 1.0
    },
    {
     "p": 0.0792442336678505,
     "m": 1.0
    },
    {
     "p": 0.055381644517183304,
     "m": 1.0
    },
    {
     "p": 0.09418758749961853,
     "m": 1.0
    },
    {
     "p": 0.06025572866201401,
     "m": 1.0
    },
    {
     "p": 0.10454487800598145,
     "m": 1.0
    },
    {
     "p": 0.09415159374475479,
     "m": 1.0
    },
    {
     "p": 0.05322101712226868,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 1.449378490447998,
   "val_loss": 0.8650302886962891,
   "acc": 70.47,
   "time": 340.44588386800024,
   "param": [
    {
     "p": 0.10069368779659271,
     "m": 1.0
    },
    {
     "p": 0.042040854692459106,
     "m": 1.0
    },
    {
     "p": 0.0854874700307846,
     "m": 1.0
    },
    {
     "p": 0.06103925779461861,
     "m": 1.0
    },
    {
     "p": 0.05776331573724747,
     "m": 1.0
    },
    {
     "p": 0.01351021509617567,
     "m": 1.0
    },
    {
     "p": 0.06719369441270828,
     "m": 1.0
    },
    {
     "p": 0.07358431816101074,
     "m": 1.0
    },
    {
     "p": 0.07861636579036713,
     "m": 1.0
    },
    {
     "p": 0.1022646352648735,
     "m": 1.0
    },
    {
     "p": 0.07377953082323074,
     "m": 1.0
    },
    {
     "p": 0.07929129898548126,
     "m": 1.0
    },
    {
     "p": 0.12410254031419754,
     "m": 1.0
    },
    {
     "p": 0.04063287749886513,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 1.6647319793701172,
   "val_loss": 0.8360226154327393,
   "acc": 71.4,
   "time": 343.3042404279986,
   "param": [
    {
     "p": 0.09757648408412933,
     "m": 1.0
    },
    {
     "p": 0.04466225951910019,
     "m": 1.0
    },
    {
     "p": 0.04687242582440376,
     "m": 1.0
    },
    {
     "p": 0.060163464397192,
     "m": 1.0
    },
    {
     "p": 0.06498280167579651,
     "m": 1.0
    },
    {
     "p": 0.04081360995769501,
     "m": 1.0
    },
    {
     "p": 0.0893695130944252,
     "m": 1.0
    },
    {
     "p": 0.04131685197353363,
     "m": 1.0
    },
    {
     "p": 0.08548680692911148,
     "m": 1.0
    },
    {
     "p": 0.08563831448554993,
     "m": 1.0
    },
    {
     "p": 0.07863891124725342,
     "m": 1.0
    },
    {
     "p": 0.10759082436561584,
     "m": 1.0
    },
    {
     "p": 0.10119006782770157,
     "m": 1.0
    },
    {
     "p": 0.0556977242231369,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 1.0842170715332031,
   "val_loss": 0.8270847797393799,
   "acc": 69.72,
   "time": 333.24231458699796,
   "param": [
    {
     "p": 0.13728955388069153,
     "m": 1.0
    },
    {
     "p": 0.032047465443611145,
     "m": 1.0
    },
    {
     "p": 0.10536389797925949,
     "m": 1.0
    },
    {
     "p": 0.03566225618124008,
     "m": 1.0
    },
    {
     "p": 0.00222922395914793,
     "m": 1.0
    },
    {
     "p": 0.0315832681953907,
     "m": 1.0
    },
    {
     "p": 0.08026737719774246,
     "m": 1.0
    },
    {
     "p": 0.0793837457895279,
     "m": 1.0
    },
    {
     "p": 0.08371086418628693,
     "m": 1.0
    },
    {
     "p": 0.09705833345651627,
     "m": 1.0
    },
    {
     "p": 0.09197292476892471,
     "m": 1.0
    },
    {
     "p": 0.08166913688182831,
     "m": 1.0
    },
    {
     "p": 0.09506815671920776,
     "m": 1.0
    },
    {
     "p": 0.04669389873743057,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 1.571818470954895,
   "val_loss": 0.7840536236763,
   "acc": 72.0,
   "time": 347.8820465580211,
   "param": [
    {
     "p": 0.10637295246124268,
     "m": 1.0
    },
    {
     "p": 0.007079773582518101,
     "m": 1.0
    },
    {
     "p": 0.08457689732313156,
     "m": 1.0
    },
    {
     "p": 0.06444733589887619,
     "m": 1.0
    },
    {
     "p": 0.019135018810629845,
     "m": 1.0
    },
    {
     "p": 0.04721139371395111,
     "m": 1.0
    },
    {
     "p": 0.10133307427167892,
     "m": 1.0
    },
    {
     "p": 0.06594029068946838,
     "m": 1.0
    },
    {
     "p": 0.07242676615715027,
     "m": 1.0
    },
    {
     "p": 0.1073528528213501,
     "m": 1.0
    },
    {
     "p": 0.09584788978099823,
     "m": 1.0
    },
    {
     "p": 0.10822450369596481,
     "m": 1.0
    },
    {
     "p": 0.08429808169603348,
     "m": 1.0
    },
    {
     "p": 0.035753123462200165,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 1.6668548583984375,
   "val_loss": 0.8326317667961121,
   "acc": 70.84,
   "time": 352.9354278649844,
   "param": [
    {
     "p": 0.11055634170770645,
     "m": 1.0
    },
    {
     "p": 0.03480419144034386,
     "m": 1.0
    },
    {
     "p": 0.07025142014026642,
     "m": 1.0
    },
    {
     "p": 0.08807719498872757,
     "m": 1.0
    },
    {
     "p": 0.018778005614876747,
     "m": 1.0
    },
    {
     "p": 0.02119969204068184,
     "m": 1.0
    },
    {
     "p": 0.09152988344430923,
     "m": 1.0
    },
    {
     "p": 0.06620149314403534,
     "m": 1.0
    },
    {
     "p": 0.07891295105218887,
     "m": 1.0
    },
    {
     "p": 0.08197895437479019,
     "m": 1.0
    },
    {
     "p": 0.08156357705593109,
     "m": 1.0
    },
    {
     "p": 0.08934850245714188,
     "m": 1.0
    },
    {
     "p": 0.09787888079881668,
     "m": 1.0
    },
    {
     "p": 0.06891895085573196,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 1.5837500095367432,
   "val_loss": 0.7224953770637512,
   "acc": 71.55,
   "time": 331.5472845879849,
   "param": [
    {
     "p": 0.10077781230211258,
     "m": 1.0
    },
    {
     "p": 0.03512594848871231,
     "m": 1.0
    },
    {
     "p": 0.08539067953824997,
     "m": 1.0
    },
    {
     "p": 0.03736543655395508,
     "m": 1.0
    },
    {
     "p": 0.03303567320108414,
     "m": 1.0
    },
    {
     "p": 0.06303770840167999,
     "m": 1.0
    },
    {
     "p": 0.07317104190587997,
     "m": 1.0
    },
    {
     "p": 0.0800015777349472,
     "m": 1.0
    },
    {
     "p": 0.10681892186403275,
     "m": 1.0
    },
    {
     "p": 0.10144057869911194,
     "m": 1.0
    },
    {
     "p": 0.07858885824680328,
     "m": 1.0
    },
    {
     "p": 0.07035485655069351,
     "m": 1.0
    },
    {
     "p": 0.0886322632431984,
     "m": 1.0
    },
    {
     "p": 0.04625856876373291,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 1.6496471166610718,
   "val_loss": 0.8224414587020874,
   "acc": 71.45,
   "time": 344.14522665401455,
   "param": [
    {
     "p": 0.10912849009037018,
     "m": 1.0
    },
    {
     "p": 0.016110455617308617,
     "m": 1.0
    },
    {
     "p": 0.09846118837594986,
     "m": 1.0
    },
    {
     "p": 0.07800184190273285,
     "m": 1.0
    },
    {
     "p": 0.05687575787305832,
     "m": 1.0
    },
    {
     "p": 0.02914537489414215,
     "m": 1.0
    },
    {
     "p": 0.07378281652927399,
     "m": 1.0
    },
    {
     "p": 0.08994431048631668,
     "m": 1.0
    },
    {
     "p": 0.08055795729160309,
     "m": 1.0
    },
    {
     "p": 0.06977560371160507,
     "m": 1.0
    },
    {
     "p": 0.07933671772480011,
     "m": 1.0
    },
    {
     "p": 0.0899980291724205,
     "m": 1.0
    },
    {
     "p": 0.08494487404823303,
     "m": 1.0
    },
    {
     "p": 0.04393661767244339,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 1.8143945932388306,
   "val_loss": 0.8626402616500854,
   "acc": 72.53,
   "time": 365.5309869830089,
   "param": [
    {
     "p": 0.09654440730810165,
     "m": 1.0
    },
    {
     "p": 0.02900368720293045,
     "m": 1.0
    },
    {
     "p": 0.08452530950307846,
     "m": 1.0
    },
    {
     "p": 0.07009872049093246,
     "m": 1.0
    },
    {
     "p": 0.04569359868764877,
     "m": 1.0
    },
    {
     "p": 0.03956449776887894,
     "m": 1.0
    },
    {
     "p": 0.07203635573387146,
     "m": 1.0
    },
    {
     "p": 0.05665706470608711,
     "m": 1.0
    },
    {
     "p": 0.1018957570195198,
     "m": 1.0
    },
    {
     "p": 0.08567579090595245,
     "m": 1.0
    },
    {
     "p": 0.07864515483379364,
     "m": 1.0
    },
    {
     "p": 0.09913399070501328,
     "m": 1.0
    },
    {
     "p": 0.08549528568983078,
     "m": 1.0
    },
    {
     "p": 0.05503033846616745,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 1.6896517276763916,
   "val_loss": 0.891074001789093,
   "acc": 72.15,
   "time": 359.48644432402216,
   "param": [
    {
     "p": 0.11807329952716827,
     "m": 1.0
    },
    {
     "p": 0.014704491011798382,
     "m": 1.0
    },
    {
     "p": 0.07409989833831787,
     "m": 1.0
    },
    {
     "p": 0.07278351485729218,
     "m": 1.0
    },
    {
     "p": 0.023173261433839798,
     "m": 1.0
    },
    {
     "p": 0.009258013218641281,
     "m": 1.0
    },
    {
     "p": 0.048095155507326126,
     "m": 1.0
    },
    {
     "p": 0.10537170618772507,
     "m": 1.0
    },
    {
     "p": 0.06037101149559021,
     "m": 1.0
    },
    {
     "p": 0.08298268914222717,
     "m": 1.0
    },
    {
     "p": 0.06861480325460434,
     "m": 1.0
    },
    {
     "p": 0.10288292169570923,
     "m": 1.0
    },
    {
     "p": 0.12723210453987122,
     "m": 1.0
    },
    {
     "p": 0.09235715121030807,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 1.3975907564163208,
   "val_loss": 0.8515588641166687,
   "acc": 72.64,
   "time": 354.9285777170153,
   "param": [
    {
     "p": 0.10051578283309937,
     "m": 1.0
    },
    {
     "p": 0.03414836898446083,
     "m": 1.0
    },
    {
     "p": 0.07698577642440796,
     "m": 1.0
    },
    {
     "p": 0.08931988477706909,
     "m": 1.0
    },
    {
     "p": 0.033713169395923615,
     "m": 1.0
    },
    {
     "p": 0.06424202024936676,
     "m": 1.0
    },
    {
     "p": 0.08108056336641312,
     "m": 1.0
    },
    {
     "p": 0.08956725895404816,
     "m": 1.0
    },
    {
     "p": 0.06773704290390015,
     "m": 1.0
    },
    {
     "p": 0.07355928421020508,
     "m": 1.0
    },
    {
     "p": 0.07054964452981949,
     "m": 1.0
    },
    {
     "p": 0.09176447987556458,
     "m": 1.0
    },
    {
     "p": 0.10060714930295944,
     "m": 1.0
    },
    {
     "p": 0.026209529489278793,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 1.9197946786880493,
   "val_loss": 0.8305287957191467,
   "acc": 71.05,
   "time": 352.6680469449784,
   "param": [
    {
     "p": 0.0940542221069336,
     "m": 1.0
    },
    {
     "p": 0.046663954854011536,
     "m": 1.0
    },
    {
     "p": 0.09023027867078781,
     "m": 1.0
    },
    {
     "p": 0.07350127398967743,
     "m": 1.0
    },
    {
     "p": 0.04657844454050064,
     "m": 1.0
    },
    {
     "p": 0.050007302314043045,
     "m": 1.0
    },
    {
     "p": 0.0697827860713005,
     "m": 1.0
    },
    {
     "p": 0.042649224400520325,
     "m": 1.0
    },
    {
     "p": 0.07579206675291061,
     "m": 1.0
    },
    {
     "p": 0.09697515517473221,
     "m": 1.0
    },
    {
     "p": 0.08193491399288177,
     "m": 1.0
    },
    {
     "p": 0.08429964631795883,
     "m": 1.0
    },
    {
     "p": 0.08836738765239716,
     "m": 1.0
    },
    {
     "p": 0.05916329473257065,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 1.8003093004226685,
   "val_loss": 0.7883566617965698,
   "acc": 72.32,
   "time": 349.19488092898973,
   "param": [
    {
     "p": 0.07782921195030212,
     "m": 1.0
    },
    {
     "p": 0.023871589452028275,
     "m": 1.0
    },
    {
     "p": 0.07954037934541702,
     "m": 1.0
    },
    {
     "p": 0.0855812281370163,
     "m": 1.0
    },
    {
     "p": 0.033267080783843994,
     "m": 1.0
    },
    {
     "p": 0.04305858537554741,
     "m": 1.0
    },
    {
     "p": 0.06580208986997604,
     "m": 1.0
    },
    {
     "p": 0.07960259914398193,
     "m": 1.0
    },
    {
     "p": 0.092125304043293,
     "m": 1.0
    },
    {
     "p": 0.11831237375736237,
     "m": 1.0
    },
    {
     "p": 0.07747356593608856,
     "m": 1.0
    },
    {
     "p": 0.08770649135112762,
     "m": 1.0
    },
    {
     "p": 0.09539932012557983,
     "m": 1.0
    },
    {
     "p": 0.040430087596178055,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 1.8846275806427002,
   "val_loss": 0.8311219811439514,
   "acc": 72.92,
   "time": 332.90551280000363,
   "param": [
    {
     "p": 0.09616915881633759,
     "m": 1.0
    },
    {
     "p": 0.037809256464242935,
     "m": 1.0
    },
    {
     "p": 0.09508828073740005,
     "m": 1.0
    },
    {
     "p": 0.06175144016742706,
     "m": 1.0
    },
    {
     "p": 0.029445668682456017,
     "m": 1.0
    },
    {
     "p": 0.039216507226228714,
     "m": 1.0
    },
    {
     "p": 0.06823724508285522,
     "m": 1.0
    },
    {
     "p": 0.06476522237062454,
     "m": 1.0
    },
    {
     "p": 0.09301307052373886,
     "m": 1.0
    },
    {
     "p": 0.09269732236862183,
     "m": 1.0
    },
    {
     "p": 0.06909114867448807,
     "m": 1.0
    },
    {
     "p": 0.09322525560855865,
     "m": 1.0
    },
    {
     "p": 0.11599209904670715,
     "m": 1.0
    },
    {
     "p": 0.04349835589528084,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 1.410693645477295,
   "val_loss": 0.985595166683197,
   "acc": 69.87,
   "time": 358.24006407900015,
   "param": [
    {
     "p": 0.10186513513326645,
     "m": 1.0
    },
    {
     "p": 0.03866440802812576,
     "m": 1.0
    },
    {
     "p": 0.07780168205499649,
     "m": 1.0
    },
    {
     "p": 0.0866987556219101,
     "m": 1.0
    },
    {
     "p": 0.012495000846683979,
     "m": 1.0
    },
    {
     "p": 0.023395029827952385,
     "m": 1.0
    },
    {
     "p": 0.06320961564779282,
     "m": 1.0
    },
    {
     "p": 0.07631511241197586,
     "m": 1.0
    },
    {
     "p": 0.09901048243045807,
     "m": 1.0
    },
    {
     "p": 0.10002614557743073,
     "m": 1.0
    },
    {
     "p": 0.07726942002773285,
     "m": 1.0
    },
    {
     "p": 0.08889580518007278,
     "m": 1.0
    },
    {
     "p": 0.11020147800445557,
     "m": 1.0
    },
    {
     "p": 0.044151801615953445,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 1.4578359127044678,
   "val_loss": 0.8396646976470947,
   "acc": 71.13,
   "time": 352.11538619498606,
   "param": [
    {
     "p": 0.10731779783964157,
     "m": 1.0
    },
    {
     "p": 0.026000309735536575,
     "m": 1.0
    },
    {
     "p": 0.09271956235170364,
     "m": 1.0
    },
    {
     "p": 0.06562397629022598,
     "m": 1.0
    },
    {
     "p": 0.05862180516123772,
     "m": 1.0
    },
    {
     "p": 0.004856323357671499,
     "m": 1.0
    },
    {
     "p": 0.08596853911876678,
     "m": 1.0
    },
    {
     "p": 0.07309167087078094,
     "m": 1.0
    },
    {
     "p": 0.0993943139910698,
     "m": 1.0
    },
    {
     "p": 0.05985110625624657,
     "m": 1.0
    },
    {
     "p": 0.09079322963953018,
     "m": 1.0
    },
    {
     "p": 0.09851974248886108,
     "m": 1.0
    },
    {
     "p": 0.09755710512399673,
     "m": 1.0
    },
    {
     "p": 0.03968449681997299,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 1.4071563482284546,
   "val_loss": 0.8771731853485107,
   "acc": 69.92,
   "time": 332.74860541598173,
   "param": [
    {
     "p": 0.10368786007165909,
     "m": 1.0
    },
    {
     "p": 0.06580379605293274,
     "m": 1.0
    },
    {
     "p": 0.07349641621112823,
     "m": 1.0
    },
    {
     "p": 0.07162170112133026,
     "m": 1.0
    },
    {
     "p": 0.04490547627210617,
     "m": 1.0
    },
    {
     "p": 0.043685831129550934,
     "m": 1.0
    },
    {
     "p": 0.05062006413936615,
     "m": 1.0
    },
    {
     "p": 0.06609368324279785,
     "m": 1.0
    },
    {
     "p": 0.08428788930177689,
     "m": 1.0
    },
    {
     "p": 0.08869995176792145,
     "m": 1.0
    },
    {
     "p": 0.07271883636713028,
     "m": 1.0
    },
    {
     "p": 0.0879204124212265,
     "m": 1.0
    },
    {
     "p": 0.09472351521253586,
     "m": 1.0
    },
    {
     "p": 0.05173453316092491,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 1.402719497680664,
   "val_loss": 0.8184489011764526,
   "acc": 72.96,
   "time": 344.22363280900754,
   "param": [
    {
     "p": 0.08333051949739456,
     "m": 1.0
    },
    {
     "p": 0.017376020550727844,
     "m": 1.0
    },
    {
     "p": 0.09704600274562836,
     "m": 1.0
    },
    {
     "p": 0.0743611603975296,
     "m": 1.0
    },
    {
     "p": 0.03112034685909748,
     "m": 1.0
    },
    {
     "p": 0.003928334917873144,
     "m": 1.0
    },
    {
     "p": 0.0747404545545578,
     "m": 1.0
    },
    {
     "p": 0.08063317835330963,
     "m": 1.0
    },
    {
     "p": 0.07592318952083588,
     "m": 1.0
    },
    {
     "p": 0.0989319309592247,
     "m": 1.0
    },
    {
     "p": 0.10121045261621475,
     "m": 1.0
    },
    {
     "p": 0.10169697552919388,
     "m": 1.0
    },
    {
     "p": 0.0998959168791771,
     "m": 1.0
    },
    {
     "p": 0.05980547145009041,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 1.3730641603469849,
   "val_loss": 0.8370651602745056,
   "acc": 72.81,
   "time": 344.25895984098315,
   "param": [
    {
     "p": 0.13488724827766418,
     "m": 1.0
    },
    {
     "p": 0.002289525233209133,
     "m": 1.0
    },
    {
     "p": 0.10144075006246567,
     "m": 1.0
    },
    {
     "p": 0.0724940374493599,
     "m": 1.0
    },
    {
     "p": 0.02470998652279377,
     "m": 1.0
    },
    {
     "p": 0.0057234070263803005,
     "m": 1.0
    },
    {
     "p": 0.07086165994405746,
     "m": 1.0
    },
    {
     "p": 0.08254428207874298,
     "m": 1.0
    },
    {
     "p": 0.07361528277397156,
     "m": 1.0
    },
    {
     "p": 0.0913892611861229,
     "m": 1.0
    },
    {
     "p": 0.08817584812641144,
     "m": 1.0
    },
    {
     "p": 0.1055631935596466,
     "m": 1.0
    },
    {
     "p": 0.09872317314147949,
     "m": 1.0
    },
    {
     "p": 0.047582369297742844,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 1.6201874017715454,
   "val_loss": 0.8766319751739502,
   "acc": 72.12,
   "time": 371.67491927501396,
   "param": [
    {
     "p": 0.11560598760843277,
     "m": 1.0
    },
    {
     "p": 0.03335687890648842,
     "m": 1.0
    },
    {
     "p": 0.0855458527803421,
     "m": 1.0
    },
    {
     "p": 0.07571455836296082,
     "m": 1.0
    },
    {
     "p": 0.029496101662516594,
     "m": 1.0
    },
    {
     "p": 0.01666039042174816,
     "m": 1.0
    },
    {
     "p": 0.09336549788713455,
     "m": 1.0
    },
    {
     "p": 0.06340417265892029,
     "m": 1.0
    },
    {
     "p": 0.05829994007945061,
     "m": 1.0
    },
    {
     "p": 0.10079265385866165,
     "m": 1.0
    },
    {
     "p": 0.1071837842464447,
     "m": 1.0
    },
    {
     "p": 0.07008899003267288,
     "m": 1.0
    },
    {
     "p": 0.09410107135772705,
     "m": 1.0
    },
    {
     "p": 0.05638409033417702,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 1.6146552562713623,
   "val_loss": 0.8108993768692017,
   "acc": 72.68,
   "time": 345.3921735819895,
   "param": [
    {
     "p": 0.08106657862663269,
     "m": 1.0
    },
    {
     "p": 0.026494337245821953,
     "m": 1.0
    },
    {
     "p": 0.10427705943584442,
     "m": 1.0
    },
    {
     "p": 0.08021102845668793,
     "m": 1.0
    },
    {
     "p": 0.028399819508194923,
     "m": 1.0
    },
    {
     "p": 0.044778481125831604,
     "m": 1.0
    },
    {
     "p": 0.07417792081832886,
     "m": 1.0
    },
    {
     "p": 0.08893859386444092,
     "m": 1.0
    },
    {
     "p": 0.09263546764850616,
     "m": 1.0
    },
    {
     "p": 0.10028581321239471,
     "m": 1.0
    },
    {
     "p": 0.07968099415302277,
     "m": 1.0
    },
    {
     "p": 0.05928488075733185,
     "m": 1.0
    },
    {
     "p": 0.09725745767354965,
     "m": 1.0
    },
    {
     "p": 0.04251157119870186,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 1.2420082092285156,
   "val_loss": 0.8327111601829529,
   "acc": 72.01,
   "time": 324.20541368200793,
   "param": [
    {
     "p": 0.10670647025108337,
     "m": 1.0
    },
    {
     "p": 0.016150297597050667,
     "m": 1.0
    },
    {
     "p": 0.08662538975477219,
     "m": 1.0
    },
    {
     "p": 0.07844745367765427,
     "m": 1.0
    },
    {
     "p": 0.027141747996211052,
     "m": 1.0
    },
    {
     "p": 0.009779194369912148,
     "m": 1.0
    },
    {
     "p": 0.05306525155901909,
     "m": 1.0
    },
    {
     "p": 0.0886506587266922,
     "m": 1.0
    },
    {
     "p": 0.07752616703510284,
     "m": 1.0
    },
    {
     "p": 0.11043746024370193,
     "m": 1.0
    },
    {
     "p": 0.07625468820333481,
     "m": 1.0
    },
    {
     "p": 0.11927402019500732,
     "m": 1.0
    },
    {
     "p": 0.09551029652357101,
     "m": 1.0
    },
    {
     "p": 0.05443088710308075,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 1.485152244567871,
   "val_loss": 0.9103240966796875,
   "acc": 72.15,
   "time": 343.6599308059958,
   "param": [
    {
     "p": 0.10993698984384537,
     "m": 1.0
    },
    {
     "p": 0.021148158237338066,
     "m": 1.0
    },
    {
     "p": 0.08930471539497375,
     "m": 1.0
    },
    {
     "p": 0.09419320523738861,
     "m": 1.0
    },
    {
     "p": 0.004518354777246714,
     "m": 1.0
    },
    {
     "p": 0.02394241839647293,
     "m": 1.0
    },
    {
     "p": 0.07336662709712982,
     "m": 1.0
    },
    {
     "p": 0.06296104192733765,
     "m": 1.0
    },
    {
     "p": 0.11275307834148407,
     "m": 1.0
    },
    {
     "p": 0.0931091383099556,
     "m": 1.0
    },
    {
     "p": 0.07492576539516449,
     "m": 1.0
    },
    {
     "p": 0.08028827607631683,
     "m": 1.0
    },
    {
     "p": 0.1021711453795433,
     "m": 1.0
    },
    {
     "p": 0.05738107115030289,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 1.6440972089767456,
   "val_loss": 0.8864312767982483,
   "acc": 72.33,
   "time": 368.70997826199164,
   "param": [
    {
     "p": 0.10319330543279648,
     "m": 1.0
    },
    {
     "p": 0.024955663830041885,
     "m": 1.0
    },
    {
     "p": 0.05679909139871597,
     "m": 1.0
    },
    {
     "p": 0.09039176255464554,
     "m": 1.0
    },
    {
     "p": 0.03389711678028107,
     "m": 1.0
    },
    {
     "p": 0.05357806012034416,
     "m": 1.0
    },
    {
     "p": 0.07569126039743423,
     "m": 1.0
    },
    {
     "p": 0.10064251720905304,
     "m": 1.0
    },
    {
     "p": 0.043029509484767914,
     "m": 1.0
    },
    {
     "p": 0.088727667927742,
     "m": 1.0
    },
    {
     "p": 0.08188124001026154,
     "m": 1.0
    },
    {
     "p": 0.0444839745759964,
     "m": 1.0
    },
    {
     "p": 0.131854847073555,
     "m": 1.0
    },
    {
     "p": 0.07087396830320358,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 1.691412329673767,
   "val_loss": 0.6836954951286316,
   "acc": 72.39,
   "time": 330.67932493198896,
   "param": [
    {
     "p": 0.0990016758441925,
     "m": 1.0
    },
    {
     "p": 0.03360689431428909,
     "m": 1.0
    },
    {
     "p": 0.10447601974010468,
     "m": 1.0
    },
    {
     "p": 0.06060059368610382,
     "m": 1.0
    },
    {
     "p": 0.0474901907145977,
     "m": 1.0
    },
    {
     "p": 0.02474847249686718,
     "m": 1.0
    },
    {
     "p": 0.0818520113825798,
     "m": 1.0
    },
    {
     "p": 0.07306179404258728,
     "m": 1.0
    },
    {
     "p": 0.08066822588443756,
     "m": 1.0
    },
    {
     "p": 0.08691740036010742,
     "m": 1.0
    },
    {
     "p": 0.10306861996650696,
     "m": 1.0
    },
    {
     "p": 0.09179317206144333,
     "m": 1.0
    },
    {
     "p": 0.07144653052091599,
     "m": 1.0
    },
    {
     "p": 0.041268281638622284,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 1.622726321220398,
   "val_loss": 0.8417654633522034,
   "acc": 72.81,
   "time": 329.45780530699994,
   "param": [
    {
     "p": 0.10534675419330597,
     "m": 1.0
    },
    {
     "p": 0.01669205352663994,
     "m": 1.0
    },
    {
     "p": 0.08286312222480774,
     "m": 1.0
    },
    {
     "p": 0.06622906774282455,
     "m": 1.0
    },
    {
     "p": 0.030845830217003822,
     "m": 1.0
    },
    {
     "p": 0.04733199253678322,
     "m": 1.0
    },
    {
     "p": 0.055497389286756516,
     "m": 1.0
    },
    {
     "p": 0.0822812020778656,
     "m": 1.0
    },
    {
     "p": 0.06586257368326187,
     "m": 1.0
    },
    {
     "p": 0.08893430978059769,
     "m": 1.0
    },
    {
     "p": 0.08827481418848038,
     "m": 1.0
    },
    {
     "p": 0.10973507165908813,
     "m": 1.0
    },
    {
     "p": 0.08675536513328552,
     "m": 1.0
    },
    {
     "p": 0.07335042953491211,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 1.8542492389678955,
   "val_loss": 0.9188435673713684,
   "acc": 72.63,
   "time": 349.8416549160029,
   "param": [
    {
     "p": 0.10110288858413696,
     "m": 1.0
    },
    {
     "p": 0.04993083328008652,
     "m": 1.0
    },
    {
     "p": 0.10075818747282028,
     "m": 1.0
    },
    {
     "p": 0.06377039104700089,
     "m": 1.0
    },
    {
     "p": 0.04982146993279457,
     "m": 1.0
    },
    {
     "p": 0.039156392216682434,
     "m": 1.0
    },
    {
     "p": 0.07166524231433868,
     "m": 1.0
    },
    {
     "p": 0.06075320020318031,
     "m": 1.0
    },
    {
     "p": 0.06786950677633286,
     "m": 1.0
    },
    {
     "p": 0.08044249564409256,
     "m": 1.0
    },
    {
     "p": 0.0865510106086731,
     "m": 1.0
    },
    {
     "p": 0.07818492501974106,
     "m": 1.0
    },
    {
     "p": 0.07953443378210068,
     "m": 1.0
    },
    {
     "p": 0.07045891880989075,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 1.6165220737457275,
   "val_loss": 0.939141035079956,
   "acc": 71.51,
   "time": 360.58077338300063,
   "param": [
    {
     "p": 0.08995453268289566,
     "m": 1.0
    },
    {
     "p": 0.0007304165628738701,
     "m": 1.0
    },
    {
     "p": 0.09082110971212387,
     "m": 1.0
    },
    {
     "p": 0.07219339907169342,
     "m": 1.0
    },
    {
     "p": 0.0006856368854641914,
     "m": 1.0
    },
    {
     "p": 0.043217577040195465,
     "m": 1.0
    },
    {
     "p": 0.07552821189165115,
     "m": 1.0
    },
    {
     "p": 0.08669400960206985,
     "m": 1.0
    },
    {
     "p": 0.10140200704336166,
     "m": 1.0
    },
    {
     "p": 0.08451873809099197,
     "m": 1.0
    },
    {
     "p": 0.0921662300825119,
     "m": 1.0
    },
    {
     "p": 0.08741562813520432,
     "m": 1.0
    },
    {
     "p": 0.11878251284360886,
     "m": 1.0
    },
    {
     "p": 0.05589000880718231,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 1.3757058382034302,
   "val_loss": 0.7809125185012817,
   "acc": 72.55,
   "time": 327.2082329900004,
   "param": [
    {
     "p": 0.10425262898206711,
     "m": 1.0
    },
    {
     "p": 0.032963357865810394,
     "m": 1.0
    },
    {
     "p": 0.08954120427370071,
     "m": 1.0
    },
    {
     "p": 0.05543776601552963,
     "m": 1.0
    },
    {
     "p": 0.06032109260559082,
     "m": 1.0
    },
    {
     "p": 0.03673558682203293,
     "m": 1.0
    },
    {
     "p": 0.08305176347494125,
     "m": 1.0
    },
    {
     "p": 0.08499154448509216,
     "m": 1.0
    },
    {
     "p": 0.06734669953584671,
     "m": 1.0
    },
    {
     "p": 0.09737896919250488,
     "m": 1.0
    },
    {
     "p": 0.05207033082842827,
     "m": 1.0
    },
    {
     "p": 0.10572485625743866,
     "m": 1.0
    },
    {
     "p": 0.07739676535129547,
     "m": 1.0
    },
    {
     "p": 0.0527874231338501,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 1.6901342868804932,
   "val_loss": 0.8000917434692383,
   "acc": 72.02,
   "time": 337.04792572400765,
   "param": [
    {
     "p": 0.09407839924097061,
     "m": 1.0
    },
    {
     "p": 0.03753725439310074,
     "m": 1.0
    },
    {
     "p": 0.09079732745885849,
     "m": 1.0
    },
    {
     "p": 0.0742846205830574,
     "m": 1.0
    },
    {
     "p": 0.05214875936508179,
     "m": 1.0
    },
    {
     "p": 0.034528445452451706,
     "m": 1.0
    },
    {
     "p": 0.0885770320892334,
     "m": 1.0
    },
    {
     "p": 0.05369585379958153,
     "m": 1.0
    },
    {
     "p": 0.070020891726017,
     "m": 1.0
    },
    {
     "p": 0.09704352170228958,
     "m": 1.0
    },
    {
     "p": 0.08043090999126434,
     "m": 1.0
    },
    {
     "p": 0.07175156474113464,
     "m": 1.0
    },
    {
     "p": 0.08566813170909882,
     "m": 1.0
    },
    {
     "p": 0.0694374144077301,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 1.6142195463180542,
   "val_loss": 0.8225400447845459,
   "acc": 72.52,
   "time": 321.06591990598827,
   "param": [
    {
     "p": 0.07662979513406754,
     "m": 1.0
    },
    {
     "p": 0.037405963987112045,
     "m": 1.0
    },
    {
     "p": 0.07900950312614441,
     "m": 1.0
    },
    {
     "p": 0.08153963834047318,
     "m": 1.0
    },
    {
     "p": 0.04458797350525856,
     "m": 1.0
    },
    {
     "p": 0.022385312244296074,
     "m": 1.0
    },
    {
     "p": 0.06787378340959549,
     "m": 1.0
    },
    {
     "p": 0.07706467807292938,
     "m": 1.0
    },
    {
     "p": 0.09293496608734131,
     "m": 1.0
    },
    {
     "p": 0.09398695081472397,
     "m": 1.0
    },
    {
     "p": 0.06576526910066605,
     "m": 1.0
    },
    {
     "p": 0.09763162583112717,
     "m": 1.0
    },
    {
     "p": 0.11651042103767395,
     "m": 1.0
    },
    {
     "p": 0.04667407274246216,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 1.5723587274551392,
   "val_loss": 0.8107040524482727,
   "acc": 72.76,
   "time": 319.07904605200747,
   "param": [
    {
     "p": 0.09623504430055618,
     "m": 1.0
    },
    {
     "p": 0.03477207571268082,
     "m": 1.0
    },
    {
     "p": 0.09813479334115982,
     "m": 1.0
    },
    {
     "p": 0.04511261731386185,
     "m": 1.0
    },
    {
     "p": 0.053750183433294296,
     "m": 1.0
    },
    {
     "p": 0.05275150388479233,
     "m": 1.0
    },
    {
     "p": 0.04838588461279869,
     "m": 1.0
    },
    {
     "p": 0.05382752791047096,
     "m": 1.0
    },
    {
     "p": 0.08920198678970337,
     "m": 1.0
    },
    {
     "p": 0.08940421789884567,
     "m": 1.0
    },
    {
     "p": 0.10188489407300949,
     "m": 1.0
    },
    {
     "p": 0.0802849605679512,
     "m": 1.0
    },
    {
     "p": 0.10678022354841232,
     "m": 1.0
    },
    {
     "p": 0.04947414994239807,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 1.6009912490844727,
   "val_loss": 0.6796430945396423,
   "acc": 73.28,
   "time": 352.18590495199896,
   "param": [
    {
     "p": 0.0885864794254303,
     "m": 1.0
    },
    {
     "p": 0.01607285998761654,
     "m": 1.0
    },
    {
     "p": 0.0898686945438385,
     "m": 1.0
    },
    {
     "p": 0.07520453631877899,
     "m": 1.0
    },
    {
     "p": 0.03556617349386215,
     "m": 1.0
    },
    {
     "p": 0.03323150426149368,
     "m": 1.0
    },
    {
     "p": 0.08123224228620529,
     "m": 1.0
    },
    {
     "p": 0.07305660843849182,
     "m": 1.0
    },
    {
     "p": 0.10077173262834549,
     "m": 1.0
    },
    {
     "p": 0.09889786690473557,
     "m": 1.0
    },
    {
     "p": 0.07517772912979126,
     "m": 1.0
    },
    {
     "p": 0.08999060094356537,
     "m": 1.0
    },
    {
     "p": 0.10597961395978928,
     "m": 1.0
    },
    {
     "p": 0.036363352090120316,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 1.5941853523254395,
   "val_loss": 0.7139418125152588,
   "acc": 72.29,
   "time": 345.8621155389992,
   "param": [
    {
     "p": 0.09525219351053238,
     "m": 1.0
    },
    {
     "p": 0.052927810698747635,
     "m": 1.0
    },
    {
     "p": 0.08727023005485535,
     "m": 1.0
    },
    {
     "p": 0.05061174929141998,
     "m": 1.0
    },
    {
     "p": 0.03553619608283043,
     "m": 1.0
    },
    {
     "p": 0.030588962137699127,
     "m": 1.0
    },
    {
     "p": 0.07199227064847946,
     "m": 1.0
    },
    {
     "p": 0.081377774477005,
     "m": 1.0
    },
    {
     "p": 0.08153101801872253,
     "m": 1.0
    },
    {
     "p": 0.07072805613279343,
     "m": 1.0
    },
    {
     "p": 0.07755141705274582,
     "m": 1.0
    },
    {
     "p": 0.10713046789169312,
     "m": 1.0
    },
    {
     "p": 0.0848899632692337,
     "m": 1.0
    },
    {
     "p": 0.07261179387569427,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 1.8385059833526611,
   "val_loss": 0.7048417925834656,
   "acc": 72.82,
   "time": 344.49822589798714,
   "param": [
    {
     "p": 0.09083682298660278,
     "m": 1.0
    },
    {
     "p": 0.0006943139596842229,
     "m": 1.0
    },
    {
     "p": 0.07846430689096451,
     "m": 1.0
    },
    {
     "p": 0.09266002476215363,
     "m": 1.0
    },
    {
     "p": 0.03819933161139488,
     "m": 1.0
    },
    {
     "p": 0.03285037726163864,
     "m": 1.0
    },
    {
     "p": 0.08164971321821213,
     "m": 1.0
    },
    {
     "p": 0.11522463709115982,
     "m": 1.0
    },
    {
     "p": 0.07788249850273132,
     "m": 1.0
    },
    {
     "p": 0.08800789713859558,
     "m": 1.0
    },
    {
     "p": 0.06521376222372055,
     "m": 1.0
    },
    {
     "p": 0.09325414896011353,
     "m": 1.0
    },
    {
     "p": 0.101954884827137,
     "m": 1.0
    },
    {
     "p": 0.04310726001858711,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 1.5642110109329224,
   "val_loss": 0.7742258310317993,
   "acc": 72.33,
   "time": 363.63069657702,
   "param": [
    {
     "p": 0.1129661574959755,
     "m": 1.0
    },
    {
     "p": 0.019649771973490715,
     "m": 1.0
    },
    {
     "p": 0.07983952015638351,
     "m": 1.0
    },
    {
     "p": 0.062280699610710144,
     "m": 1.0
    },
    {
     "p": 0.039845213294029236,
     "m": 1.0
    },
    {
     "p": 0.016942225396633148,
     "m": 1.0
    },
    {
     "p": 0.07205921411514282,
     "m": 1.0
    },
    {
     "p": 0.1121843233704567,
     "m": 1.0
    },
    {
     "p": 0.07829609513282776,
     "m": 1.0
    },
    {
     "p": 0.07937680184841156,
     "m": 1.0
    },
    {
     "p": 0.09745579957962036,
     "m": 1.0
    },
    {
     "p": 0.10535447299480438,
     "m": 1.0
    },
    {
     "p": 0.07806214690208435,
     "m": 1.0
    },
    {
     "p": 0.0456874705851078,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 1.7431412935256958,
   "val_loss": 0.7553672194480896,
   "acc": 72.27,
   "time": 345.60396636501537,
   "param": [
    {
     "p": 0.09031645208597183,
     "m": 1.0
    },
    {
     "p": 0.011565820313990116,
     "m": 1.0
    },
    {
     "p": 0.08914374560117722,
     "m": 1.0
    },
    {
     "p": 0.10105885565280914,
     "m": 1.0
    },
    {
     "p": 0.044135767966508865,
     "m": 1.0
    },
    {
     "p": 0.043620675802230835,
     "m": 1.0
    },
    {
     "p": 0.06888997554779053,
     "m": 1.0
    },
    {
     "p": 0.072726771235466,
     "m": 1.0
    },
    {
     "p": 0.06123767048120499,
     "m": 1.0
    },
    {
     "p": 0.09269296377897263,
     "m": 1.0
    },
    {
     "p": 0.06315869092941284,
     "m": 1.0
    },
    {
     "p": 0.10512890666723251,
     "m": 1.0
    },
    {
     "p": 0.1213555559515953,
     "m": 1.0
    },
    {
     "p": 0.03496821969747543,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 1.8030743598937988,
   "val_loss": 0.7986643314361572,
   "acc": 71.47,
   "time": 360.9580315100029,
   "param": [
    {
     "p": 0.08153213560581207,
     "m": 1.0
    },
    {
     "p": 0.0374196320772171,
     "m": 1.0
    },
    {
     "p": 0.10030948370695114,
     "m": 1.0
    },
    {
     "p": 0.07641369849443436,
     "m": 1.0
    },
    {
     "p": 0.009994176216423512,
     "m": 1.0
    },
    {
     "p": 0.03377378359436989,
     "m": 1.0
    },
    {
     "p": 0.08244285732507706,
     "m": 1.0
    },
    {
     "p": 0.06616275757551193,
     "m": 1.0
    },
    {
     "p": 0.08698029816150665,
     "m": 1.0
    },
    {
     "p": 0.0903484895825386,
     "m": 1.0
    },
    {
     "p": 0.0874876007437706,
     "m": 1.0
    },
    {
     "p": 0.09085165709257126,
     "m": 1.0
    },
    {
     "p": 0.09709420055150986,
     "m": 1.0
    },
    {
     "p": 0.05918922275304794,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 1.8801692724227905,
   "val_loss": 0.7453922033309937,
   "acc": 72.82,
   "time": 339.22164947600686,
   "param": [
    {
     "p": 0.10758710652589798,
     "m": 1.0
    },
    {
     "p": 0.02591133490204811,
     "m": 1.0
    },
    {
     "p": 0.10168887674808502,
     "m": 1.0
    },
    {
     "p": 0.07981184870004654,
     "m": 1.0
    },
    {
     "p": 0.04686468839645386,
     "m": 1.0
    },
    {
     "p": 0.034436099231243134,
     "m": 1.0
    },
    {
     "p": 0.07055912166833878,
     "m": 1.0
    },
    {
     "p": 0.06006482616066933,
     "m": 1.0
    },
    {
     "p": 0.0868101418018341,
     "m": 1.0
    },
    {
     "p": 0.08258942514657974,
     "m": 1.0
    },
    {
     "p": 0.09064441174268723,
     "m": 1.0
    },
    {
     "p": 0.08381912112236023,
     "m": 1.0
    },
    {
     "p": 0.104451023042202,
     "m": 1.0
    },
    {
     "p": 0.024761952459812164,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 1.7178770303726196,
   "val_loss": 0.9112744331359863,
   "acc": 72.29,
   "time": 342.35011343299993,
   "param": [
    {
     "p": 0.08533293008804321,
     "m": 1.0
    },
    {
     "p": 0.049632586538791656,
     "m": 1.0
    },
    {
     "p": 0.09714468568563461,
     "m": 1.0
    },
    {
     "p": 0.055803846567869186,
     "m": 1.0
    },
    {
     "p": 0.04065939411520958,
     "m": 1.0
    },
    {
     "p": 0.03932327404618263,
     "m": 1.0
    },
    {
     "p": 0.0587799958884716,
     "m": 1.0
    },
    {
     "p": 0.07880169153213501,
     "m": 1.0
    },
    {
     "p": 0.06427617371082306,
     "m": 1.0
    },
    {
     "p": 0.1028713509440422,
     "m": 1.0
    },
    {
     "p": 0.08160015195608139,
     "m": 1.0
    },
    {
     "p": 0.08847618848085403,
     "m": 1.0
    },
    {
     "p": 0.10296618193387985,
     "m": 1.0
    },
    {
     "p": 0.05433163046836853,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 2.0860722064971924,
   "val_loss": 0.7100086808204651,
   "acc": 71.79,
   "time": 344.609684399009,
   "param": [
    {
     "p": 0.09032674878835678,
     "m": 1.0
    },
    {
     "p": 0.029584523290395737,
     "m": 1.0
    },
    {
     "p": 0.08868038654327393,
     "m": 1.0
    },
    {
     "p": 0.08179190009832382,
     "m": 1.0
    },
    {
     "p": 0.05544998124241829,
     "m": 1.0
    },
    {
     "p": 0.05033024773001671,
     "m": 1.0
    },
    {
     "p": 0.05461572855710983,
     "m": 1.0
    },
    {
     "p": 0.08728918433189392,
     "m": 1.0
    },
    {
     "p": 0.06990638375282288,
     "m": 1.0
    },
    {
     "p": 0.08413419872522354,
     "m": 1.0
    },
    {
     "p": 0.06811972707509995,
     "m": 1.0
    },
    {
     "p": 0.0858905240893364,
     "m": 1.0
    },
    {
     "p": 0.08896367251873016,
     "m": 1.0
    },
    {
     "p": 0.06491667032241821,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 1.845669150352478,
   "val_loss": 0.7429609894752502,
   "acc": 72.73,
   "time": 342.27836250301334,
   "param": [
    {
     "p": 0.10278265178203583,
     "m": 1.0
    },
    {
     "p": 0.04699406027793884,
     "m": 1.0
    },
    {
     "p": 0.0878058671951294,
     "m": 1.0
    },
    {
     "p": 0.08567319810390472,
     "m": 1.0
    },
    {
     "p": 0.05176835507154465,
     "m": 1.0
    },
    {
     "p": 0.03714880347251892,
     "m": 1.0
    },
    {
     "p": 0.08107957988977432,
     "m": 1.0
    },
    {
     "p": 0.04798166826367378,
     "m": 1.0
    },
    {
     "p": 0.08270716667175293,
     "m": 1.0
    },
    {
     "p": 0.06996136158704758,
     "m": 1.0
    },
    {
     "p": 0.09565338492393494,
     "m": 1.0
    },
    {
     "p": 0.09387899190187454,
     "m": 1.0
    },
    {
     "p": 0.08130832016468048,
     "m": 1.0
    },
    {
     "p": 0.03525658696889877,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 1.6634827852249146,
   "val_loss": 0.7198606133460999,
   "acc": 73.02,
   "time": 340.9509623000049,
   "param": [
    {
     "p": 0.08793579787015915,
     "m": 1.0
    },
    {
     "p": 0.0007040258496999741,
     "m": 1.0
    },
    {
     "p": 0.06278087943792343,
     "m": 1.0
    },
    {
     "p": 0.07487905025482178,
     "m": 1.0
    },
    {
     "p": 0.04843956232070923,
     "m": 1.0
    },
    {
     "p": 0.03796110674738884,
     "m": 1.0
    },
    {
     "p": 0.0580759160220623,
     "m": 1.0
    },
    {
     "p": 0.0847906842827797,
     "m": 1.0
    },
    {
     "p": 0.08440049737691879,
     "m": 1.0
    },
    {
     "p": 0.09072849899530411,
     "m": 1.0
    },
    {
     "p": 0.10095572471618652,
     "m": 1.0
    },
    {
     "p": 0.10047739744186401,
     "m": 1.0
    },
    {
     "p": 0.12028457224369049,
     "m": 1.0
    },
    {
     "p": 0.0475863441824913,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 1.6148958206176758,
   "val_loss": 0.8109826445579529,
   "acc": 72.72,
   "time": 360.67352210800163,
   "param": [
    {
     "p": 0.06308494508266449,
     "m": 1.0
    },
    {
     "p": 0.033969029784202576,
     "m": 1.0
    },
    {
     "p": 0.07551216334104538,
     "m": 1.0
    },
    {
     "p": 0.07530608773231506,
     "m": 1.0
    },
    {
     "p": 0.03704375773668289,
     "m": 1.0
    },
    {
     "p": 0.03095257468521595,
     "m": 1.0
    },
    {
     "p": 0.08675587177276611,
     "m": 1.0
    },
    {
     "p": 0.0952187106013298,
     "m": 1.0
    },
    {
     "p": 0.0794711709022522,
     "m": 1.0
    },
    {
     "p": 0.09050492942333221,
     "m": 1.0
    },
    {
     "p": 0.06154923141002655,
     "m": 1.0
    },
    {
     "p": 0.09023203700780869,
     "m": 1.0
    },
    {
     "p": 0.10637989640235901,
     "m": 1.0
    },
    {
     "p": 0.07401961088180542,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 1.4293889999389648,
   "val_loss": 0.8193504214286804,
   "acc": 73.34,
   "time": 372.3523471340013,
   "param": [
    {
     "p": 0.09892406314611435,
     "m": 1.0
    },
    {
     "p": 0.03786047175526619,
     "m": 1.0
    },
    {
     "p": 0.11475159972906113,
     "m": 1.0
    },
    {
     "p": 0.05854145064949989,
     "m": 1.0
    },
    {
     "p": 0.05499175563454628,
     "m": 1.0
    },
    {
     "p": 0.03710667043924332,
     "m": 1.0
    },
    {
     "p": 0.03635851666331291,
     "m": 1.0
    },
    {
     "p": 0.08624381572008133,
     "m": 1.0
    },
    {
     "p": 0.07043992727994919,
     "m": 1.0
    },
    {
     "p": 0.11065937578678131,
     "m": 1.0
    },
    {
     "p": 0.0778345912694931,
     "m": 1.0
    },
    {
     "p": 0.08218355476856232,
     "m": 1.0
    },
    {
     "p": 0.0890207588672638,
     "m": 1.0
    },
    {
     "p": 0.04508347064256668,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 1.461543083190918,
   "val_loss": 0.6880191564559937,
   "acc": 72.58,
   "time": 341.8729552910081,
   "param": [
    {
     "p": 0.09899542480707169,
     "m": 1.0
    },
    {
     "p": 0.037979546934366226,
     "m": 1.0
    },
    {
     "p": 0.07205386459827423,
     "m": 1.0
    },
    {
     "p": 0.08522950857877731,
     "m": 1.0
    },
    {
     "p": 0.0476703941822052,
     "m": 1.0
    },
    {
     "p": 0.035097841173410416,
     "m": 1.0
    },
    {
     "p": 0.07798363268375397,
     "m": 1.0
    },
    {
     "p": 0.07977478206157684,
     "m": 1.0
    },
    {
     "p": 0.06933190673589706,
     "m": 1.0
    },
    {
     "p": 0.08728799223899841,
     "m": 1.0
    },
    {
     "p": 0.05465056747198105,
     "m": 1.0
    },
    {
     "p": 0.08336824923753738,
     "m": 1.0
    },
    {
     "p": 0.0958123505115509,
     "m": 1.0
    },
    {
     "p": 0.07476387917995453,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 1.5387619733810425,
   "val_loss": 0.6821287274360657,
   "acc": 73.0,
   "time": 351.6302570620028,
   "param": [
    {
     "p": 0.09536898136138916,
     "m": 1.0
    },
    {
     "p": 0.03291740640997887,
     "m": 1.0
    },
    {
     "p": 0.10389254987239838,
     "m": 1.0
    },
    {
     "p": 0.03480633348226547,
     "m": 1.0
    },
    {
     "p": 0.026043593883514404,
     "m": 1.0
    },
    {
     "p": 0.06545611470937729,
     "m": 1.0
    },
    {
     "p": 0.061384811997413635,
     "m": 1.0
    },
    {
     "p": 0.08872847259044647,
     "m": 1.0
    },
    {
     "p": 0.09285806119441986,
     "m": 1.0
    },
    {
     "p": 0.08012986183166504,
     "m": 1.0
    },
    {
     "p": 0.04557020962238312,
     "m": 1.0
    },
    {
     "p": 0.09419848769903183,
     "m": 1.0
    },
    {
     "p": 0.12253246456384659,
     "m": 1.0
    },
    {
     "p": 0.056112729012966156,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 1.3352092504501343,
   "val_loss": 0.8352677822113037,
   "acc": 72.68,
   "time": 356.5784952630056,
   "param": [
    {
     "p": 0.10657622665166855,
     "m": 1.0
    },
    {
     "p": 0.032198891043663025,
     "m": 1.0
    },
    {
     "p": 0.0813315212726593,
     "m": 1.0
    },
    {
     "p": 0.06455869227647781,
     "m": 1.0
    },
    {
     "p": 0.05410117655992508,
     "m": 1.0
    },
    {
     "p": 0.014232324436306953,
     "m": 1.0
    },
    {
     "p": 0.07139282673597336,
     "m": 1.0
    },
    {
     "p": 0.08468273282051086,
     "m": 1.0
    },
    {
     "p": 0.08889556676149368,
     "m": 1.0
    },
    {
     "p": 0.08676039427518845,
     "m": 1.0
    },
    {
     "p": 0.08285840600728989,
     "m": 1.0
    },
    {
     "p": 0.0813106819987297,
     "m": 1.0
    },
    {
     "p": 0.09824549406766891,
     "m": 1.0
    },
    {
     "p": 0.05285514518618584,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 1.6159907579421997,
   "val_loss": 0.8381087183952332,
   "acc": 72.78,
   "time": 358.40080428600777,
   "param": [
    {
     "p": 0.10996956378221512,
     "m": 1.0
    },
    {
     "p": 0.022940661758184433,
     "m": 1.0
    },
    {
     "p": 0.09739813208580017,
     "m": 1.0
    },
    {
     "p": 0.03671715408563614,
     "m": 1.0
    },
    {
     "p": 0.00990384817123413,
     "m": 1.0
    },
    {
     "p": 0.04317472502589226,
     "m": 1.0
    },
    {
     "p": 0.08515696972608566,
     "m": 1.0
    },
    {
     "p": 0.07706509530544281,
     "m": 1.0
    },
    {
     "p": 0.07897905260324478,
     "m": 1.0
    },
    {
     "p": 0.09384581446647644,
     "m": 1.0
    },
    {
     "p": 0.09611668437719345,
     "m": 1.0
    },
    {
     "p": 0.08282599598169327,
     "m": 1.0
    },
    {
     "p": 0.0961075872182846,
     "m": 1.0
    },
    {
     "p": 0.0697987973690033,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 1.6648997068405151,
   "val_loss": 0.8794031739234924,
   "acc": 73.03,
   "time": 342.2436648890143,
   "param": [
    {
     "p": 0.11415323615074158,
     "m": 1.0
    },
    {
     "p": 0.022344404831528664,
     "m": 1.0
    },
    {
     "p": 0.08125779032707214,
     "m": 1.0
    },
    {
     "p": 0.05993438884615898,
     "m": 1.0
    },
    {
     "p": 0.01741103082895279,
     "m": 1.0
    },
    {
     "p": 0.035307228565216064,
     "m": 1.0
    },
    {
     "p": 0.06705199182033539,
     "m": 1.0
    },
    {
     "p": 0.04979224130511284,
     "m": 1.0
    },
    {
     "p": 0.10986954718828201,
     "m": 1.0
    },
    {
     "p": 0.09952046722173691,
     "m": 1.0
    },
    {
     "p": 0.10142649710178375,
     "m": 1.0
    },
    {
     "p": 0.046038493514060974,
     "m": 1.0
    },
    {
     "p": 0.12587159872055054,
     "m": 1.0
    },
    {
     "p": 0.07002109289169312,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 1.5688444375991821,
   "val_loss": 0.7639206647872925,
   "acc": 72.79,
   "time": 342.39918328702333,
   "param": [
    {
     "p": 0.11608920246362686,
     "m": 1.0
    },
    {
     "p": 0.03926396742463112,
     "m": 1.0
    },
    {
     "p": 0.09466184675693512,
     "m": 1.0
    },
    {
     "p": 0.06915489584207535,
     "m": 1.0
    },
    {
     "p": 0.03268695995211601,
     "m": 1.0
    },
    {
     "p": 0.03199950233101845,
     "m": 1.0
    },
    {
     "p": 0.06336423754692078,
     "m": 1.0
    },
    {
     "p": 0.07400388270616531,
     "m": 1.0
    },
    {
     "p": 0.07599258422851562,
     "m": 1.0
    },
    {
     "p": 0.08795761317014694,
     "m": 1.0
    },
    {
     "p": 0.08338484168052673,
     "m": 1.0
    },
    {
     "p": 0.09531404078006744,
     "m": 1.0
    },
    {
     "p": 0.0942675769329071,
     "m": 1.0
    },
    {
     "p": 0.04185891151428223,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 1.7153159379959106,
   "val_loss": 0.7922461032867432,
   "acc": 73.35,
   "time": 338.6673987649847,
   "param": [
    {
     "p": 0.08784934878349304,
     "m": 1.0
    },
    {
     "p": 0.01846451126039028,
     "m": 1.0
    },
    {
     "p": 0.10633008927106857,
     "m": 1.0
    },
    {
     "p": 0.07007607817649841,
     "m": 1.0
    },
    {
     "p": 0.05500902608036995,
     "m": 1.0
    },
    {
     "p": 0.03304878622293472,
     "m": 1.0
    },
    {
     "p": 0.09227389097213745,
     "m": 1.0
    },
    {
     "p": 0.07147559523582458,
     "m": 1.0
    },
    {
     "p": 0.09382258355617523,
     "m": 1.0
    },
    {
     "p": 0.07950006425380707,
     "m": 1.0
    },
    {
     "p": 0.08130013942718506,
     "m": 1.0
    },
    {
     "p": 0.08464860916137695,
     "m": 1.0
    },
    {
     "p": 0.08138931542634964,
     "m": 1.0
    },
    {
     "p": 0.04481200873851776,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 1.1831130981445312,
   "val_loss": 0.7834356427192688,
   "acc": 73.11,
   "time": 372.54769979801495,
   "param": [
    {
     "p": 0.098301000893116,
     "m": 1.0
    },
    {
     "p": 0.04367191344499588,
     "m": 1.0
    },
    {
     "p": 0.09559029340744019,
     "m": 1.0
    },
    {
     "p": 0.07849979400634766,
     "m": 1.0
    },
    {
     "p": 0.05754859745502472,
     "m": 1.0
    },
    {
     "p": 0.03321042284369469,
     "m": 1.0
    },
    {
     "p": 0.07450950145721436,
     "m": 1.0
    },
    {
     "p": 0.06393436342477798,
     "m": 1.0
    },
    {
     "p": 0.0745275542140007,
     "m": 1.0
    },
    {
     "p": 0.0803462341427803,
     "m": 1.0
    },
    {
     "p": 0.09688684344291687,
     "m": 1.0
    },
    {
     "p": 0.07416021823883057,
     "m": 1.0
    },
    {
     "p": 0.08409122377634048,
     "m": 1.0
    },
    {
     "p": 0.044722072780132294,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 1.6752777099609375,
   "val_loss": 0.6938217878341675,
   "acc": 73.87,
   "time": 325.6156682239962,
   "param": [
    {
     "p": 0.11199379712343216,
     "m": 1.0
    },
    {
     "p": 0.011066705919802189,
     "m": 1.0
    },
    {
     "p": 0.10228434205055237,
     "m": 1.0
    },
    {
     "p": 0.044548094272613525,
     "m": 1.0
    },
    {
     "p": 0.04829328879714012,
     "m": 1.0
    },
    {
     "p": 0.028336038812994957,
     "m": 1.0
    },
    {
     "p": 0.03562600165605545,
     "m": 1.0
    },
    {
     "p": 0.05054764822125435,
     "m": 1.0
    },
    {
     "p": 0.05961434170603752,
     "m": 1.0
    },
    {
     "p": 0.12409479171037674,
     "m": 1.0
    },
    {
     "p": 0.0961637869477272,
     "m": 1.0
    },
    {
     "p": 0.09707696735858917,
     "m": 1.0
    },
    {
     "p": 0.12869155406951904,
     "m": 1.0
    },
    {
     "p": 0.06166263297200203,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 1.4027193784713745,
   "val_loss": 0.8097765445709229,
   "acc": 73.28,
   "time": 333.22457760799443,
   "param": [
    {
     "p": 0.1160050705075264,
     "m": 1.0
    },
    {
     "p": 0.03696000203490257,
     "m": 1.0
    },
    {
     "p": 0.0709044486284256,
     "m": 1.0
    },
    {
     "p": 0.05938788130879402,
     "m": 1.0
    },
    {
     "p": 0.05708995833992958,
     "m": 1.0
    },
    {
     "p": 0.03032141923904419,
     "m": 1.0
    },
    {
     "p": 0.0701671689748764,
     "m": 1.0
    },
    {
     "p": 0.08038613945245743,
     "m": 1.0
    },
    {
     "p": 0.09880020469427109,
     "m": 1.0
    },
    {
     "p": 0.07757721096277237,
     "m": 1.0
    },
    {
     "p": 0.10644438862800598,
     "m": 1.0
    },
    {
     "p": 0.07427860051393509,
     "m": 1.0
    },
    {
     "p": 0.1050586923956871,
     "m": 1.0
    },
    {
     "p": 0.016618864610791206,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 1.4478907585144043,
   "val_loss": 0.8452496528625488,
   "acc": 73.64,
   "time": 365.7769403659913,
   "param": [
    {
     "p": 0.07858593016862869,
     "m": 1.0
    },
    {
     "p": 0.025673171505331993,
     "m": 1.0
    },
    {
     "p": 0.08866895735263824,
     "m": 1.0
    },
    {
     "p": 0.056286998093128204,
     "m": 1.0
    },
    {
     "p": 0.0631018802523613,
     "m": 1.0
    },
    {
     "p": 0.03968537598848343,
     "m": 1.0
    },
    {
     "p": 0.06400319188833237,
     "m": 1.0
    },
    {
     "p": 0.08766952902078629,
     "m": 1.0
    },
    {
     "p": 0.07124753296375275,
     "m": 1.0
    },
    {
     "p": 0.10637857019901276,
     "m": 1.0
    },
    {
     "p": 0.08562188595533371,
     "m": 1.0
    },
    {
     "p": 0.07518962770700455,
     "m": 1.0
    },
    {
     "p": 0.10883033275604248,
     "m": 1.0
    },
    {
     "p": 0.04905706271529198,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 1.70767343044281,
   "val_loss": 0.7379181385040283,
   "acc": 73.05,
   "time": 349.03910773899406,
   "param": [
    {
     "p": 0.10834810882806778,
     "m": 1.0
    },
    {
     "p": 0.042652029544115067,
     "m": 1.0
    },
    {
     "p": 0.09526883810758591,
     "m": 1.0
    },
    {
     "p": 0.044540885835886,
     "m": 1.0
    },
    {
     "p": 0.027831582352519035,
     "m": 1.0
    },
    {
     "p": 0.05932111665606499,
     "m": 1.0
    },
    {
     "p": 0.04819726198911667,
     "m": 1.0
    },
    {
     "p": 0.051763370633125305,
     "m": 1.0
    },
    {
     "p": 0.09363343566656113,
     "m": 1.0
    },
    {
     "p": 0.09602335095405579,
     "m": 1.0
    },
    {
     "p": 0.07355422526597977,
     "m": 1.0
    },
    {
     "p": 0.08162546902894974,
     "m": 1.0
    },
    {
     "p": 0.10841185599565506,
     "m": 1.0
    },
    {
     "p": 0.06882840394973755,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 1.7390460968017578,
   "val_loss": 0.7724305391311646,
   "acc": 73.55,
   "time": 347.34690052698716,
   "param": [
    {
     "p": 0.09434392303228378,
     "m": 1.0
    },
    {
     "p": 0.0522749200463295,
     "m": 1.0
    },
    {
     "p": 0.08353910595178604,
     "m": 1.0
    },
    {
     "p": 0.09591196477413177,
     "m": 1.0
    },
    {
     "p": 0.051734600216150284,
     "m": 1.0
    },
    {
     "p": 0.0470307394862175,
     "m": 1.0
    },
    {
     "p": 0.07620512694120407,
     "m": 1.0
    },
    {
     "p": 0.07900884747505188,
     "m": 1.0
    },
    {
     "p": 0.07517147809267044,
     "m": 1.0
    },
    {
     "p": 0.06638268381357193,
     "m": 1.0
    },
    {
     "p": 0.06369952857494354,
     "m": 1.0
    },
    {
     "p": 0.09893519431352615,
     "m": 1.0
    },
    {
     "p": 0.08446408063173294,
     "m": 1.0
    },
    {
     "p": 0.0312977209687233,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 1.8207824230194092,
   "val_loss": 0.72284334897995,
   "acc": 71.78,
   "time": 356.83567912201397,
   "param": [
    {
     "p": 0.0900840237736702,
     "m": 1.0
    },
    {
     "p": 0.05331891402602196,
     "m": 1.0
    },
    {
     "p": 0.07120431214570999,
     "m": 1.0
    },
    {
     "p": 0.06410713493824005,
     "m": 1.0
    },
    {
     "p": 0.0203261636197567,
     "m": 1.0
    },
    {
     "p": 0.03230736404657364,
     "m": 1.0
    },
    {
     "p": 0.07559748739004135,
     "m": 1.0
    },
    {
     "p": 0.08548527210950851,
     "m": 1.0
    },
    {
     "p": 0.0970868393778801,
     "m": 1.0
    },
    {
     "p": 0.10552608966827393,
     "m": 1.0
    },
    {
     "p": 0.0645412802696228,
     "m": 1.0
    },
    {
     "p": 0.06995120644569397,
     "m": 1.0
    },
    {
     "p": 0.11797106266021729,
     "m": 1.0
    },
    {
     "p": 0.052492767572402954,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 1.59031081199646,
   "val_loss": 0.812760055065155,
   "acc": 73.48,
   "time": 330.7450206539943,
   "param": [
    {
     "p": 0.10232432186603546,
     "m": 1.0
    },
    {
     "p": 0.043501559644937515,
     "m": 1.0
    },
    {
     "p": 0.08082126080989838,
     "m": 1.0
    },
    {
     "p": 0.03921092301607132,
     "m": 1.0
    },
    {
     "p": 0.03641584888100624,
     "m": 1.0
    },
    {
     "p": 0.022317111492156982,
     "m": 1.0
    },
    {
     "p": 0.09663810580968857,
     "m": 1.0
    },
    {
     "p": 0.07295292615890503,
     "m": 1.0
    },
    {
     "p": 0.07670243084430695,
     "m": 1.0
    },
    {
     "p": 0.09292419999837875,
     "m": 1.0
    },
    {
     "p": 0.07352983951568604,
     "m": 1.0
    },
    {
     "p": 0.10659883916378021,
     "m": 1.0
    },
    {
     "p": 0.08415702730417252,
     "m": 1.0
    },
    {
     "p": 0.0719056949019432,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 1.4282803535461426,
   "val_loss": 0.7766652703285217,
   "acc": 73.49,
   "time": 345.4691395960108,
   "param": [
    {
     "p": 0.06365053355693817,
     "m": 1.0
    },
    {
     "p": 0.030363639816641808,
     "m": 1.0
    },
    {
     "p": 0.10296884179115295,
     "m": 1.0
    },
    {
     "p": 0.05009698122739792,
     "m": 1.0
    },
    {
     "p": 0.06252667307853699,
     "m": 1.0
    },
    {
     "p": 0.046926405280828476,
     "m": 1.0
    },
    {
     "p": 0.06981673091650009,
     "m": 1.0
    },
    {
     "p": 0.07066483795642853,
     "m": 1.0
    },
    {
     "p": 0.07645697891712189,
     "m": 1.0
    },
    {
     "p": 0.09748254716396332,
     "m": 1.0
    },
    {
     "p": 0.08158879727125168,
     "m": 1.0
    },
    {
     "p": 0.09483807533979416,
     "m": 1.0
    },
    {
     "p": 0.10039430856704712,
     "m": 1.0
    },
    {
     "p": 0.05222470685839653,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 1.5227010250091553,
   "val_loss": 0.7422398328781128,
   "acc": 73.79,
   "time": 340.69717565597966,
   "param": [
    {
     "p": 0.08507873862981796,
     "m": 1.0
    },
    {
     "p": 0.03445395082235336,
     "m": 1.0
    },
    {
     "p": 0.09140612930059433,
     "m": 1.0
    },
    {
     "p": 0.07416373491287231,
     "m": 1.0
    },
    {
     "p": 0.017812594771385193,
     "m": 1.0
    },
    {
     "p": 0.05869048833847046,
     "m": 1.0
    },
    {
     "p": 0.07283227890729904,
     "m": 1.0
    },
    {
     "p": 0.08382775634527206,
     "m": 1.0
    },
    {
     "p": 0.07030786573886871,
     "m": 1.0
    },
    {
     "p": 0.08598099648952484,
     "m": 1.0
    },
    {
     "p": 0.09231588244438171,
     "m": 1.0
    },
    {
     "p": 0.08635260909795761,
     "m": 1.0
    },
    {
     "p": 0.10255743563175201,
     "m": 1.0
    },
    {
     "p": 0.04421950504183769,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 1.5456222295761108,
   "val_loss": 0.7971174120903015,
   "acc": 73.82,
   "time": 321.475051625981,
   "param": [
    {
     "p": 0.1087123304605484,
     "m": 1.0
    },
    {
     "p": 0.0006919943261891603,
     "m": 1.0
    },
    {
     "p": 0.10613412410020828,
     "m": 1.0
    },
    {
     "p": 0.03909344598650932,
     "m": 1.0
    },
    {
     "p": 0.040872860699892044,
     "m": 1.0
    },
    {
     "p": 0.033204372972249985,
     "m": 1.0
    },
    {
     "p": 0.05701615661382675,
     "m": 1.0
    },
    {
     "p": 0.05486679449677467,
     "m": 1.0
    },
    {
     "p": 0.08346887677907944,
     "m": 1.0
    },
    {
     "p": 0.10323427617549896,
     "m": 1.0
    },
    {
     "p": 0.1061149537563324,
     "m": 1.0
    },
    {
     "p": 0.11488785594701767,
     "m": 1.0
    },
    {
     "p": 0.11331146955490112,
     "m": 1.0
    },
    {
     "p": 0.038390517234802246,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 1.6204140186309814,
   "val_loss": 0.7990642189979553,
   "acc": 73.66,
   "time": 351.89528655898175,
   "param": [
    {
     "p": 0.09448838233947754,
     "m": 1.0
    },
    {
     "p": 0.004072448238730431,
     "m": 1.0
    },
    {
     "p": 0.06976677477359772,
     "m": 1.0
    },
    {
     "p": 0.061640236526727676,
     "m": 1.0
    },
    {
     "p": 0.06933457404375076,
     "m": 1.0
    },
    {
     "p": 0.05535690486431122,
     "m": 1.0
    },
    {
     "p": 0.10051191598176956,
     "m": 1.0
    },
    {
     "p": 0.08560719341039658,
     "m": 1.0
    },
    {
     "p": 0.07195854932069778,
     "m": 1.0
    },
    {
     "p": 0.0823633000254631,
     "m": 1.0
    },
    {
     "p": 0.06994591653347015,
     "m": 1.0
    },
    {
     "p": 0.07025962322950363,
     "m": 1.0
    },
    {
     "p": 0.11118113994598389,
     "m": 1.0
    },
    {
     "p": 0.0535130612552166,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 151,
   "train_loss": 1.0132602453231812,
   "val_loss": 0.7426239848136902,
   "acc": 73.37,
   "time": 351.71011608300614,
   "param": [
    {
     "p": 0.10549131780862808,
     "m": 1.0
    },
    {
     "p": 0.03168854862451553,
     "m": 1.0
    },
    {
     "p": 0.0807843878865242,
     "m": 1.0
    },
    {
     "p": 0.06070593744516373,
     "m": 1.0
    },
    {
     "p": 0.05328177660703659,
     "m": 1.0
    },
    {
     "p": 0.051690828055143356,
     "m": 1.0
    },
    {
     "p": 0.043696530163288116,
     "m": 1.0
    },
    {
     "p": 0.08696726709604263,
     "m": 1.0
    },
    {
     "p": 0.08540916442871094,
     "m": 1.0
    },
    {
     "p": 0.0870036706328392,
     "m": 1.0
    },
    {
     "p": 0.07789847254753113,
     "m": 1.0
    },
    {
     "p": 0.08808133006095886,
     "m": 1.0
    },
    {
     "p": 0.09809194505214691,
     "m": 1.0
    },
    {
     "p": 0.04920873045921326,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 152,
   "train_loss": 1.4839091300964355,
   "val_loss": 0.8581564426422119,
   "acc": 72.96,
   "time": 349.5245259059884,
   "param": [
    {
     "p": 0.09248086810112,
     "m": 1.0
    },
    {
     "p": 0.013837703503668308,
     "m": 1.0
    },
    {
     "p": 0.1074027344584465,
     "m": 1.0
    },
    {
     "p": 0.06951379030942917,
     "m": 1.0
    },
    {
     "p": 0.019124528393149376,
     "m": 1.0
    },
    {
     "p": 0.03827464580535889,
     "m": 1.0
    },
    {
     "p": 0.08275863528251648,
     "m": 1.0
    },
    {
     "p": 0.06904899328947067,
     "m": 1.0
    },
    {
     "p": 0.11450421810150146,
     "m": 1.0
    },
    {
     "p": 0.0721287727355957,
     "m": 1.0
    },
    {
     "p": 0.08535387367010117,
     "m": 1.0
    },
    {
     "p": 0.08347209542989731,
     "m": 1.0
    },
    {
     "p": 0.10038334131240845,
     "m": 1.0
    },
    {
     "p": 0.051715731620788574,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 153,
   "train_loss": 1.4705926179885864,
   "val_loss": 0.745696485042572,
   "acc": 73.27,
   "time": 345.3970279659843,
   "param": [
    {
     "p": 0.1169223040342331,
     "m": 1.0
    },
    {
     "p": 0.032252926379442215,
     "m": 1.0
    },
    {
     "p": 0.08007581532001495,
     "m": 1.0
    },
    {
     "p": 0.06676219403743744,
     "m": 1.0
    },
    {
     "p": 0.04636097326874733,
     "m": 1.0
    },
    {
     "p": 0.03402363136410713,
     "m": 1.0
    },
    {
     "p": 0.07604851573705673,
     "m": 1.0
    },
    {
     "p": 0.0829014703631401,
     "m": 1.0
    },
    {
     "p": 0.06404642015695572,
     "m": 1.0
    },
    {
     "p": 0.08591566979885101,
     "m": 1.0
    },
    {
     "p": 0.07515408098697662,
     "m": 1.0
    },
    {
     "p": 0.0723102018237114,
     "m": 1.0
    },
    {
     "p": 0.09575165808200836,
     "m": 1.0
    },
    {
     "p": 0.07147426903247833,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 154,
   "train_loss": 1.5640627145767212,
   "val_loss": 0.7474967837333679,
   "acc": 72.81,
   "time": 358.4990120139846,
   "param": [
    {
     "p": 0.08666974306106567,
     "m": 1.0
    },
    {
     "p": 0.019907332956790924,
     "m": 1.0
    },
    {
     "p": 0.10107351839542389,
     "m": 1.0
    },
    {
     "p": 0.06677764654159546,
     "m": 1.0
    },
    {
     "p": 0.055288445204496384,
     "m": 1.0
    },
    {
     "p": 0.025684773921966553,
     "m": 1.0
    },
    {
     "p": 0.09004303067922592,
     "m": 1.0
    },
    {
     "p": 0.0730598121881485,
     "m": 1.0
    },
    {
     "p": 0.09940601885318756,
     "m": 1.0
    },
    {
     "p": 0.09537948668003082,
     "m": 1.0
    },
    {
     "p": 0.08185510337352753,
     "m": 1.0
    },
    {
     "p": 0.06025785580277443,
     "m": 1.0
    },
    {
     "p": 0.10160103440284729,
     "m": 1.0
    },
    {
     "p": 0.042996183037757874,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 155,
   "train_loss": 1.9893300533294678,
   "val_loss": 0.7331015467643738,
   "acc": 73.65,
   "time": 356.814028866007,
   "param": [
    {
     "p": 0.09250078350305557,
     "m": 1.0
    },
    {
     "p": 0.03848399221897125,
     "m": 1.0
    },
    {
     "p": 0.062275901436805725,
     "m": 1.0
    },
    {
     "p": 0.06213574483990669,
     "m": 1.0
    },
    {
     "p": 0.03720870614051819,
     "m": 1.0
    },
    {
     "p": 0.05407869070768356,
     "m": 1.0
    },
    {
     "p": 0.08200562000274658,
     "m": 1.0
    },
    {
     "p": 0.09169692546129227,
     "m": 1.0
    },
    {
     "p": 0.067478246986866,
     "m": 1.0
    },
    {
     "p": 0.10210637748241425,
     "m": 1.0
    },
    {
     "p": 0.08531244099140167,
     "m": 1.0
    },
    {
     "p": 0.09029456973075867,
     "m": 1.0
    },
    {
     "p": 0.05856373533606529,
     "m": 1.0
    },
    {
     "p": 0.0758582353591919,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 156,
   "train_loss": 1.4335236549377441,
   "val_loss": 0.8423548936843872,
   "acc": 73.94,
   "time": 338.30864495100104,
   "param": [
    {
     "p": 0.0984611064195633,
     "m": 1.0
    },
    {
     "p": 0.04308973252773285,
     "m": 1.0
    },
    {
     "p": 0.09506627172231674,
     "m": 1.0
    },
    {
     "p": 0.06158324331045151,
     "m": 1.0
    },
    {
     "p": 0.06837038695812225,
     "m": 1.0
    },
    {
     "p": 0.004356752149760723,
     "m": 1.0
    },
    {
     "p": 0.08560191094875336,
     "m": 1.0
    },
    {
     "p": 0.061117835342884064,
     "m": 1.0
    },
    {
     "p": 0.08634292334318161,
     "m": 1.0
    },
    {
     "p": 0.09002047777175903,
     "m": 1.0
    },
    {
     "p": 0.06396304070949554,
     "m": 1.0
    },
    {
     "p": 0.09595336019992828,
     "m": 1.0
    },
    {
     "p": 0.09250517189502716,
     "m": 1.0
    },
    {
     "p": 0.05356769636273384,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 157,
   "train_loss": 1.600871205329895,
   "val_loss": 0.7924025058746338,
   "acc": 73.14,
   "time": 358.2972839620197,
   "param": [
    {
     "p": 0.09599092602729797,
     "m": 1.0
    },
    {
     "p": 0.05757589265704155,
     "m": 1.0
    },
    {
     "p": 0.09315074980258942,
     "m": 1.0
    },
    {
     "p": 0.04781641811132431,
     "m": 1.0
    },
    {
     "p": 0.03181876987218857,
     "m": 1.0
    },
    {
     "p": 0.0362149253487587,
     "m": 1.0
    },
    {
     "p": 0.06363459676504135,
     "m": 1.0
    },
    {
     "p": 0.035501088947057724,
     "m": 1.0
    },
    {
     "p": 0.10797126591205597,
     "m": 1.0
    },
    {
     "p": 0.10074187815189362,
     "m": 1.0
    },
    {
     "p": 0.07845695316791534,
     "m": 1.0
    },
    {
     "p": 0.07899175584316254,
     "m": 1.0
    },
    {
     "p": 0.10370858013629913,
     "m": 1.0
    },
    {
     "p": 0.06842616200447083,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 158,
   "train_loss": 1.6672755479812622,
   "val_loss": 0.884604811668396,
   "acc": 71.08,
   "time": 338.5729967679945,
   "param": [
    {
     "p": 0.08334379643201828,
     "m": 1.0
    },
    {
     "p": 0.047261323779821396,
     "m": 1.0
    },
    {
     "p": 0.08246596157550812,
     "m": 1.0
    },
    {
     "p": 0.06636498123407364,
     "m": 1.0
    },
    {
     "p": 0.05279521271586418,
     "m": 1.0
    },
    {
     "p": 0.02987019345164299,
     "m": 1.0
    },
    {
     "p": 0.0789940357208252,
     "m": 1.0
    },
    {
     "p": 0.060388267040252686,
     "m": 1.0
    },
    {
     "p": 0.07594431936740875,
     "m": 1.0
    },
    {
     "p": 0.1002272292971611,
     "m": 1.0
    },
    {
     "p": 0.09249607473611832,
     "m": 1.0
    },
    {
     "p": 0.07759829610586166,
     "m": 1.0
    },
    {
     "p": 0.09270085394382477,
     "m": 1.0
    },
    {
     "p": 0.05954942852258682,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 159,
   "train_loss": 1.3836109638214111,
   "val_loss": 0.8169701099395752,
   "acc": 73.84,
   "time": 344.27602506801486,
   "param": [
    {
     "p": 0.08403681218624115,
     "m": 1.0
    },
    {
     "p": 0.0007005894440226257,
     "m": 1.0
    },
    {
     "p": 0.0783151388168335,
     "m": 1.0
    },
    {
     "p": 0.06467662006616592,
     "m": 1.0
    },
    {
     "p": 0.03762085363268852,
     "m": 1.0
    },
    {
     "p": 0.017938753589987755,
     "m": 1.0
    },
    {
     "p": 0.08165439963340759,
     "m": 1.0
    },
    {
     "p": 0.07330034673213959,
     "m": 1.0
    },
    {
     "p": 0.11156940460205078,
     "m": 1.0
    },
    {
     "p": 0.09407580643892288,
     "m": 1.0
    },
    {
     "p": 0.10651522874832153,
     "m": 1.0
    },
    {
     "p": 0.07476630061864853,
     "m": 1.0
    },
    {
     "p": 0.10669280588626862,
     "m": 1.0
    },
    {
     "p": 0.06813697516918182,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 160,
   "train_loss": 1.5025770664215088,
   "val_loss": 0.905466616153717,
   "acc": 72.15,
   "time": 352.19144044900895,
   "param": [
    {
     "p": 0.07640400528907776,
     "m": 1.0
    },
    {
     "p": 0.03721751645207405,
     "m": 1.0
    },
    {
     "p": 0.09480266273021698,
     "m": 1.0
    },
    {
     "p": 0.06291716545820236,
     "m": 1.0
    },
    {
     "p": 0.035803958773612976,
     "m": 1.0
    },
    {
     "p": 0.0423022136092186,
     "m": 1.0
    },
    {
     "p": 0.07095623761415482,
     "m": 1.0
    },
    {
     "p": 0.06197856366634369,
     "m": 1.0
    },
    {
     "p": 0.0676378607749939,
     "m": 1.0
    },
    {
     "p": 0.08794432878494263,
     "m": 1.0
    },
    {
     "p": 0.10093332827091217,
     "m": 1.0
    },
    {
     "p": 0.09273970872163773,
     "m": 1.0
    },
    {
     "p": 0.10953281074762344,
     "m": 1.0
    },
    {
     "p": 0.05882970988750458,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 161,
   "train_loss": 1.3730744123458862,
   "val_loss": 0.8189967274665833,
   "acc": 73.85,
   "time": 337.62920106499223,
   "param": [
    {
     "p": 0.09196460992097855,
     "m": 1.0
    },
    {
     "p": 0.03970322012901306,
     "m": 1.0
    },
    {
     "p": 0.0922190472483635,
     "m": 1.0
    },
    {
     "p": 0.0921097844839096,
     "m": 1.0
    },
    {
     "p": 0.05057550221681595,
     "m": 1.0
    },
    {
     "p": 0.042515188455581665,
     "m": 1.0
    },
    {
     "p": 0.0803416520357132,
     "m": 1.0
    },
    {
     "p": 0.048283714801073074,
     "m": 1.0
    },
    {
     "p": 0.06186293065547943,
     "m": 1.0
    },
    {
     "p": 0.07520706206560135,
     "m": 1.0
    },
    {
     "p": 0.08069667965173721,
     "m": 1.0
    },
    {
     "p": 0.10634417086839676,
     "m": 1.0
    },
    {
     "p": 0.08205915242433548,
     "m": 1.0
    },
    {
     "p": 0.056117188185453415,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 162,
   "train_loss": 1.726639986038208,
   "val_loss": 0.698492705821991,
   "acc": 72.85,
   "time": 339.71616220500437,
   "param": [
    {
     "p": 0.11623906344175339,
     "m": 1.0
    },
    {
     "p": 0.053858231753110886,
     "m": 1.0
    },
    {
     "p": 0.10027546435594559,
     "m": 1.0
    },
    {
     "p": 0.071119524538517,
     "m": 1.0
    },
    {
     "p": 0.0038881180807948112,
     "m": 1.0
    },
    {
     "p": 0.0007001346093602479,
     "m": 1.0
    },
    {
     "p": 0.08539773523807526,
     "m": 1.0
    },
    {
     "p": 0.06217123568058014,
     "m": 1.0
    },
    {
     "p": 0.07999007403850555,
     "m": 1.0
    },
    {
     "p": 0.08321597427129745,
     "m": 1.0
    },
    {
     "p": 0.08900285512208939,
     "m": 1.0
    },
    {
     "p": 0.09609375149011612,
     "m": 1.0
    },
    {
     "p": 0.07653782516717911,
     "m": 1.0
    },
    {
     "p": 0.0815100222826004,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 163,
   "train_loss": 1.5386605262756348,
   "val_loss": 0.7068889141082764,
   "acc": 73.26,
   "time": 359.36296158999903,
   "param": [
    {
     "p": 0.09480004757642746,
     "m": 1.0
    },
    {
     "p": 0.04856598749756813,
     "m": 1.0
    },
    {
     "p": 0.08149399608373642,
     "m": 1.0
    },
    {
     "p": 0.08955753594636917,
     "m": 1.0
    },
    {
     "p": 0.05645475536584854,
     "m": 1.0
    },
    {
     "p": 0.006428973283618689,
     "m": 1.0
    },
    {
     "p": 0.07653779536485672,
     "m": 1.0
    },
    {
     "p": 0.08712247759103775,
     "m": 1.0
    },
    {
     "p": 0.08280925452709198,
     "m": 1.0
    },
    {
     "p": 0.06089135631918907,
     "m": 1.0
    },
    {
     "p": 0.0808883011341095,
     "m": 1.0
    },
    {
     "p": 0.08896966278553009,
     "m": 1.0
    },
    {
     "p": 0.07368576526641846,
     "m": 1.0
    },
    {
     "p": 0.0717940703034401,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 164,
   "train_loss": 1.5171217918395996,
   "val_loss": 0.814858615398407,
   "acc": 72.68,
   "time": 354.9457540810108,
   "param": [
    {
     "p": 0.09611458331346512,
     "m": 1.0
    },
    {
     "p": 0.04250970482826233,
     "m": 1.0
    },
    {
     "p": 0.08766631036996841,
     "m": 1.0
    },
    {
     "p": 0.07756153494119644,
     "m": 1.0
    },
    {
     "p": 0.029916636645793915,
     "m": 1.0
    },
    {
     "p": 0.052797362208366394,
     "m": 1.0
    },
    {
     "p": 0.07695219665765762,
     "m": 1.0
    },
    {
     "p": 0.07554695755243301,
     "m": 1.0
    },
    {
     "p": 0.08801086246967316,
     "m": 1.0
    },
    {
     "p": 0.06071784347295761,
     "m": 1.0
    },
    {
     "p": 0.06335943192243576,
     "m": 1.0
    },
    {
     "p": 0.09127609431743622,
     "m": 1.0
    },
    {
     "p": 0.09479065984487534,
     "m": 1.0
    },
    {
     "p": 0.06277986615896225,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 165,
   "train_loss": 1.499945044517517,
   "val_loss": 0.7425559163093567,
   "acc": 73.62,
   "time": 343.7247857170005,
   "param": [
    {
     "p": 0.09119367599487305,
     "m": 1.0
    },
    {
     "p": 0.031222796067595482,
     "m": 1.0
    },
    {
     "p": 0.09677061438560486,
     "m": 1.0
    },
    {
     "p": 0.05705219879746437,
     "m": 1.0
    },
    {
     "p": 0.029207825660705566,
     "m": 1.0
    },
    {
     "p": 0.06509619951248169,
     "m": 1.0
    },
    {
     "p": 0.09776568412780762,
     "m": 1.0
    },
    {
     "p": 0.06633803248405457,
     "m": 1.0
    },
    {
     "p": 0.058146800845861435,
     "m": 1.0
    },
    {
     "p": 0.10621863603591919,
     "m": 1.0
    },
    {
     "p": 0.06770514696836472,
     "m": 1.0
    },
    {
     "p": 0.09661918878555298,
     "m": 1.0
    },
    {
     "p": 0.094817154109478,
     "m": 1.0
    },
    {
     "p": 0.04184601083397865,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 166,
   "train_loss": 1.3708951473236084,
   "val_loss": 0.7326710224151611,
   "acc": 73.83,
   "time": 336.74245593199157,
   "param": [
    {
     "p": 0.08879176527261734,
     "m": 1.0
    },
    {
     "p": 0.015186832286417484,
     "m": 1.0
    },
    {
     "p": 0.10733922570943832,
     "m": 1.0
    },
    {
     "p": 0.05717996507883072,
     "m": 1.0
    },
    {
     "p": 0.046703994274139404,
     "m": 1.0
    },
    {
     "p": 0.04911123588681221,
     "m": 1.0
    },
    {
     "p": 0.08448287844657898,
     "m": 1.0
    },
    {
     "p": 0.10242658108472824,
     "m": 1.0
    },
    {
     "p": 0.03391266614198685,
     "m": 1.0
    },
    {
     "p": 0.09432969987392426,
     "m": 1.0
    },
    {
     "p": 0.06893937289714813,
     "m": 1.0
    },
    {
     "p": 0.10723312944173813,
     "m": 1.0
    },
    {
     "p": 0.10558586567640305,
     "m": 1.0
    },
    {
     "p": 0.03877677023410797,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 167,
   "train_loss": 1.4254045486450195,
   "val_loss": 0.7815155386924744,
   "acc": 73.5,
   "time": 354.1750488350226,
   "param": [
    {
     "p": 0.10966932028532028,
     "m": 1.0
    },
    {
     "p": 0.01917208731174469,
     "m": 1.0
    },
    {
     "p": 0.07067090272903442,
     "m": 1.0
    },
    {
     "p": 0.0425378642976284,
     "m": 1.0
    },
    {
     "p": 0.04578973725438118,
     "m": 1.0
    },
    {
     "p": 0.04234429448843002,
     "m": 1.0
    },
    {
     "p": 0.09118478000164032,
     "m": 1.0
    },
    {
     "p": 0.07272978127002716,
     "m": 1.0
    },
    {
     "p": 0.07783669233322144,
     "m": 1.0
    },
    {
     "p": 0.09031304717063904,
     "m": 1.0
    },
    {
     "p": 0.0804893746972084,
     "m": 1.0
    },
    {
     "p": 0.09694994986057281,
     "m": 1.0
    },
    {
     "p": 0.08799413591623306,
     "m": 1.0
    },
    {
     "p": 0.07231803238391876,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 168,
   "train_loss": 1.481184482574463,
   "val_loss": 0.7875952124595642,
   "acc": 73.28,
   "time": 331.3069141409942,
   "param": [
    {
     "p": 0.11493385583162308,
     "m": 1.0
    },
    {
     "p": 0.047033607959747314,
     "m": 1.0
    },
    {
     "p": 0.07293283194303513,
     "m": 1.0
    },
    {
     "p": 0.05923442170023918,
     "m": 1.0
    },
    {
     "p": 0.05060073733329773,
     "m": 1.0
    },
    {
     "p": 0.03839185833930969,
     "m": 1.0
    },
    {
     "p": 0.0776132121682167,
     "m": 1.0
    },
    {
     "p": 0.08694078028202057,
     "m": 1.0
    },
    {
     "p": 0.08631977438926697,
     "m": 1.0
    },
    {
     "p": 0.0605931356549263,
     "m": 1.0
    },
    {
     "p": 0.05878031626343727,
     "m": 1.0
    },
    {
     "p": 0.07319111377000809,
     "m": 1.0
    },
    {
     "p": 0.09505081176757812,
     "m": 1.0
    },
    {
     "p": 0.07838352024555206,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 169,
   "train_loss": 1.3734476566314697,
   "val_loss": 0.7442500591278076,
   "acc": 73.62,
   "time": 368.64932290199795,
   "param": [
    {
     "p": 0.10487956553697586,
     "m": 1.0
    },
    {
     "p": 0.02902061864733696,
     "m": 1.0
    },
    {
     "p": 0.09863200783729553,
     "m": 1.0
    },
    {
     "p": 0.054291628301143646,
     "m": 1.0
    },
    {
     "p": 0.04952156916260719,
     "m": 1.0
    },
    {
     "p": 0.025576679036021233,
     "m": 1.0
    },
    {
     "p": 0.0761549323797226,
     "m": 1.0
    },
    {
     "p": 0.07902469485998154,
     "m": 1.0
    },
    {
     "p": 0.06409969925880432,
     "m": 1.0
    },
    {
     "p": 0.0795677974820137,
     "m": 1.0
    },
    {
     "p": 0.09428764134645462,
     "m": 1.0
    },
    {
     "p": 0.0679226741194725,
     "m": 1.0
    },
    {
     "p": 0.10124678164720535,
     "m": 1.0
    },
    {
     "p": 0.07577358931303024,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 170,
   "train_loss": 1.2759952545166016,
   "val_loss": 0.7969704866409302,
   "acc": 72.42,
   "time": 343.58221904101083,
   "param": [
    {
     "p": 0.07852034270763397,
     "m": 1.0
    },
    {
     "p": 0.008981861174106598,
     "m": 1.0
    },
    {
     "p": 0.06345050036907196,
     "m": 1.0
    },
    {
     "p": 0.0757446214556694,
     "m": 1.0
    },
    {
     "p": 0.0615626722574234,
     "m": 1.0
    },
    {
     "p": 0.03834089636802673,
     "m": 1.0
    },
    {
     "p": 0.0720822811126709,
     "m": 1.0
    },
    {
     "p": 0.07993264496326447,
     "m": 1.0
    },
    {
     "p": 0.08177797496318817,
     "m": 1.0
    },
    {
     "p": 0.06352432817220688,
     "m": 1.0
    },
    {
     "p": 0.09100927412509918,
     "m": 1.0
    },
    {
     "p": 0.10568379610776901,
     "m": 1.0
    },
    {
     "p": 0.09957724809646606,
     "m": 1.0
    },
    {
     "p": 0.07981157302856445,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 171,
   "train_loss": 1.1888577938079834,
   "val_loss": 0.788973331451416,
   "acc": 73.31,
   "time": 354.39561074998346,
   "param": [
    {
     "p": 0.08840115368366241,
     "m": 1.0
    },
    {
     "p": 0.04452377185225487,
     "m": 1.0
    },
    {
     "p": 0.1141025573015213,
     "m": 1.0
    },
    {
     "p": 0.011341370642185211,
     "m": 1.0
    },
    {
     "p": 0.009677140042185783,
     "m": 1.0
    },
    {
     "p": 0.03279220685362816,
     "m": 1.0
    },
    {
     "p": 0.06693387776613235,
     "m": 1.0
    },
    {
     "p": 0.037801049649715424,
     "m": 1.0
    },
    {
     "p": 0.11320389807224274,
     "m": 1.0
    },
    {
     "p": 0.1060754582285881,
     "m": 1.0
    },
    {
     "p": 0.08583158254623413,
     "m": 1.0
    },
    {
     "p": 0.11199470609426498,
     "m": 1.0
    },
    {
     "p": 0.11732666194438934,
     "m": 1.0
    },
    {
     "p": 0.05999460443854332,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 172,
   "train_loss": 1.5969610214233398,
   "val_loss": 0.6547427177429199,
   "acc": 73.44,
   "time": 330.5345361980144,
   "param": [
    {
     "p": 0.10266768932342529,
     "m": 1.0
    },
    {
     "p": 0.03942974656820297,
     "m": 1.0
    },
    {
     "p": 0.09391531348228455,
     "m": 1.0
    },
    {
     "p": 0.07641196995973587,
     "m": 1.0
    },
    {
     "p": 0.0660189837217331,
     "m": 1.0
    },
    {
     "p": 0.04163585975766182,
     "m": 1.0
    },
    {
     "p": 0.06384652853012085,
     "m": 1.0
    },
    {
     "p": 0.09634827077388763,
     "m": 1.0
    },
    {
     "p": 0.09188055247068405,
     "m": 1.0
    },
    {
     "p": 0.08231460303068161,
     "m": 1.0
    },
    {
     "p": 0.04661674052476883,
     "m": 1.0
    },
    {
     "p": 0.08615893125534058,
     "m": 1.0
    },
    {
     "p": 0.08412601053714752,
     "m": 1.0
    },
    {
     "p": 0.028628896921873093,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 173,
   "train_loss": 1.4931414127349854,
   "val_loss": 0.9147276878356934,
   "acc": 72.34,
   "time": 346.6967452610261,
   "param": [
    {
     "p": 0.12467914819717407,
     "m": 1.0
    },
    {
     "p": 0.02863704413175583,
     "m": 1.0
    },
    {
     "p": 0.07381834089756012,
     "m": 1.0
    },
    {
     "p": 0.07258347421884537,
     "m": 1.0
    },
    {
     "p": 0.015123832039535046,
     "m": 1.0
    },
    {
     "p": 0.05877505615353584,
     "m": 1.0
    },
    {
     "p": 0.06660101562738419,
     "m": 1.0
    },
    {
     "p": 0.07096265256404877,
     "m": 1.0
    },
    {
     "p": 0.08733637630939484,
     "m": 1.0
    },
    {
     "p": 0.09355918318033218,
     "m": 1.0
    },
    {
     "p": 0.09862164407968521,
     "m": 1.0
    },
    {
     "p": 0.06862149387598038,
     "m": 1.0
    },
    {
     "p": 0.11341899633407593,
     "m": 1.0
    },
    {
     "p": 0.02726168930530548,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 174,
   "train_loss": 1.8148045539855957,
   "val_loss": 0.7848501801490784,
   "acc": 73.3,
   "time": 355.24392846098635,
   "param": [
    {
     "p": 0.07097116857767105,
     "m": 1.0
    },
    {
     "p": 0.021822614595294,
     "m": 1.0
    },
    {
     "p": 0.08636992424726486,
     "m": 1.0
    },
    {
     "p": 0.05963069573044777,
     "m": 1.0
    },
    {
     "p": 0.04850136488676071,
     "m": 1.0
    },
    {
     "p": 0.03501847758889198,
     "m": 1.0
    },
    {
     "p": 0.08207747340202332,
     "m": 1.0
    },
    {
     "p": 0.09163998067378998,
     "m": 1.0
    },
    {
     "p": 0.06316082924604416,
     "m": 1.0
    },
    {
     "p": 0.06760358810424805,
     "m": 1.0
    },
    {
     "p": 0.10594776272773743,
     "m": 1.0
    },
    {
     "p": 0.08961168676614761,
     "m": 1.0
    },
    {
     "p": 0.10673879832029343,
     "m": 1.0
    },
    {
     "p": 0.07090568542480469,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 175,
   "train_loss": 1.540536880493164,
   "val_loss": 0.9291685223579407,
   "acc": 71.61,
   "time": 350.84659779199865,
   "param": [
    {
     "p": 0.08400912582874298,
     "m": 1.0
    },
    {
     "p": 0.04005974531173706,
     "m": 1.0
    },
    {
     "p": 0.07241528481245041,
     "m": 1.0
    },
    {
     "p": 0.04924207180738449,
     "m": 1.0
    },
    {
     "p": 0.03556898236274719,
     "m": 1.0
    },
    {
     "p": 0.048668526113033295,
     "m": 1.0
    },
    {
     "p": 0.09241576492786407,
     "m": 1.0
    },
    {
     "p": 0.07547029852867126,
     "m": 1.0
    },
    {
     "p": 0.08113003522157669,
     "m": 1.0
    },
    {
     "p": 0.08323600143194199,
     "m": 1.0
    },
    {
     "p": 0.08767078071832657,
     "m": 1.0
    },
    {
     "p": 0.08776464313268661,
     "m": 1.0
    },
    {
     "p": 0.0992208793759346,
     "m": 1.0
    },
    {
     "p": 0.06312793493270874,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 176,
   "train_loss": 1.4217338562011719,
   "val_loss": 0.7322229743003845,
   "acc": 74.13,
   "time": 333.6102642149781,
   "param": [
    {
     "p": 0.08530310541391373,
     "m": 1.0
    },
    {
     "p": 0.001567751169204712,
     "m": 1.0
    },
    {
     "p": 0.0878387987613678,
     "m": 1.0
    },
    {
     "p": 0.07444144040346146,
     "m": 1.0
    },
    {
     "p": 0.05558446794748306,
     "m": 1.0
    },
    {
     "p": 0.03156778961420059,
     "m": 1.0
    },
    {
     "p": 0.05288694053888321,
     "m": 1.0
    },
    {
     "p": 0.10425815731287003,
     "m": 1.0
    },
    {
     "p": 0.09424642473459244,
     "m": 1.0
    },
    {
     "p": 0.07106524705886841,
     "m": 1.0
    },
    {
     "p": 0.09155876934528351,
     "m": 1.0
    },
    {
     "p": 0.09346899390220642,
     "m": 1.0
    },
    {
     "p": 0.09250031411647797,
     "m": 1.0
    },
    {
     "p": 0.06371176242828369,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 177,
   "train_loss": 1.8009501695632935,
   "val_loss": 0.8251591324806213,
   "acc": 73.8,
   "time": 345.17050005099736,
   "param": [
    {
     "p": 0.1162647232413292,
     "m": 1.0
    },
    {
     "p": 0.018571477383375168,
     "m": 1.0
    },
    {
     "p": 0.10397897660732269,
     "m": 1.0
    },
    {
     "p": 0.07042407244443893,
     "m": 1.0
    },
    {
     "p": 0.06009036302566528,
     "m": 1.0
    },
    {
     "p": 0.04773956164717674,
     "m": 1.0
    },
    {
     "p": 0.07337316125631332,
     "m": 1.0
    },
    {
     "p": 0.06658688932657242,
     "m": 1.0
    },
    {
     "p": 0.08153749257326126,
     "m": 1.0
    },
    {
     "p": 0.09624530375003815,
     "m": 1.0
    },
    {
     "p": 0.06480170041322708,
     "m": 1.0
    },
    {
     "p": 0.06905736029148102,
     "m": 1.0
    },
    {
     "p": 0.09220857173204422,
     "m": 1.0
    },
    {
     "p": 0.03912029042840004,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 178,
   "train_loss": 1.3834691047668457,
   "val_loss": 0.8436601161956787,
   "acc": 73.44,
   "time": 355.4783365270123,
   "param": [
    {
     "p": 0.11721331626176834,
     "m": 1.0
    },
    {
     "p": 0.009142482653260231,
     "m": 1.0
    },
    {
     "p": 0.07495368272066116,
     "m": 1.0
    },
    {
     "p": 0.057896073907613754,
     "m": 1.0
    },
    {
     "p": 0.04176587611436844,
     "m": 1.0
    },
    {
     "p": 0.02768436074256897,
     "m": 1.0
    },
    {
     "p": 0.08254104107618332,
     "m": 1.0
    },
    {
     "p": 0.07936006039381027,
     "m": 1.0
    },
    {
     "p": 0.09151224792003632,
     "m": 1.0
    },
    {
     "p": 0.09118704497814178,
     "m": 1.0
    },
    {
     "p": 0.07344859093427658,
     "m": 1.0
    },
    {
     "p": 0.07518038153648376,
     "m": 1.0
    },
    {
     "p": 0.09623163193464279,
     "m": 1.0
    },
    {
     "p": 0.08188312500715256,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 179,
   "train_loss": 1.7550822496414185,
   "val_loss": 0.7409722208976746,
   "acc": 74.94,
   "time": 353.1049927450367,
   "param": [
    {
     "p": 0.10430178791284561,
     "m": 1.0
    },
    {
     "p": 0.045782335102558136,
     "m": 1.0
    },
    {
     "p": 0.06741263717412949,
     "m": 1.0
    },
    {
     "p": 0.06628885865211487,
     "m": 1.0
    },
    {
     "p": 0.03430713713169098,
     "m": 1.0
    },
    {
     "p": 0.042364466935396194,
     "m": 1.0
    },
    {
     "p": 0.07824700325727463,
     "m": 1.0
    },
    {
     "p": 0.0796627402305603,
     "m": 1.0
    },
    {
     "p": 0.0623028464615345,
     "m": 1.0
    },
    {
     "p": 0.10610099881887436,
     "m": 1.0
    },
    {
     "p": 0.09670216590166092,
     "m": 1.0
    },
    {
     "p": 0.07326039671897888,
     "m": 1.0
    },
    {
     "p": 0.09119909256696701,
     "m": 1.0
    },
    {
     "p": 0.05206751078367233,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 180,
   "train_loss": 1.2915291786193848,
   "val_loss": 0.7206448316574097,
   "acc": 73.83,
   "time": 344.7025193620357,
   "param": [
    {
     "p": 0.09368620812892914,
     "m": 1.0
    },
    {
     "p": 0.0477176271378994,
     "m": 1.0
    },
    {
     "p": 0.10105109214782715,
     "m": 1.0
    },
    {
     "p": 0.07832035422325134,
     "m": 1.0
    },
    {
     "p": 0.04008787125349045,
     "m": 1.0
    },
    {
     "p": 0.05071065574884415,
     "m": 1.0
    },
    {
     "p": 0.07081671804189682,
     "m": 1.0
    },
    {
     "p": 0.0648370310664177,
     "m": 1.0
    },
    {
     "p": 0.03086673840880394,
     "m": 1.0
    },
    {
     "p": 0.09647045284509659,
     "m": 1.0
    },
    {
     "p": 0.07566756755113602,
     "m": 1.0
    },
    {
     "p": 0.09049894660711288,
     "m": 1.0
    },
    {
     "p": 0.10446737706661224,
     "m": 1.0
    },
    {
     "p": 0.0548013336956501,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 181,
   "train_loss": 1.474135160446167,
   "val_loss": 0.9003819823265076,
   "acc": 73.96,
   "time": 328.8925726839807,
   "param": [
    {
     "p": 0.08691950887441635,
     "m": 1.0
    },
    {
     "p": 0.030661048367619514,
     "m": 1.0
    },
    {
     "p": 0.09321647137403488,
     "m": 1.0
    },
    {
     "p": 0.08475818485021591,
     "m": 1.0
    },
    {
     "p": 0.020592499524354935,
     "m": 1.0
    },
    {
     "p": 0.032476890832185745,
     "m": 1.0
    },
    {
     "p": 0.06592077016830444,
     "m": 1.0
    },
    {
     "p": 0.08867397904396057,
     "m": 1.0
    },
    {
     "p": 0.07986126095056534,
     "m": 1.0
    },
    {
     "p": 0.07873765379190445,
     "m": 1.0
    },
    {
     "p": 0.07038189470767975,
     "m": 1.0
    },
    {
     "p": 0.09218249469995499,
     "m": 1.0
    },
    {
     "p": 0.11611024290323257,
     "m": 1.0
    },
    {
     "p": 0.059507086873054504,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 182,
   "train_loss": 1.482547402381897,
   "val_loss": 0.7400126457214355,
   "acc": 73.73,
   "time": 362.4156421380467,
   "param": [
    {
     "p": 0.08362523466348648,
     "m": 1.0
    },
    {
     "p": 0.010142303071916103,
     "m": 1.0
    },
    {
     "p": 0.074588343501091,
     "m": 1.0
    },
    {
     "p": 0.06890299916267395,
     "m": 1.0
    },
    {
     "p": 0.06962426006793976,
     "m": 1.0
    },
    {
     "p": 0.04195203632116318,
     "m": 1.0
    },
    {
     "p": 0.09150494635105133,
     "m": 1.0
    },
    {
     "p": 0.0735471323132515,
     "m": 1.0
    },
    {
     "p": 0.07901071012020111,
     "m": 1.0
    },
    {
     "p": 0.07396306097507477,
     "m": 1.0
    },
    {
     "p": 0.07970569282770157,
     "m": 1.0
    },
    {
     "p": 0.09116419404745102,
     "m": 1.0
    },
    {
     "p": 0.09190940111875534,
     "m": 1.0
    },
    {
     "p": 0.07035968452692032,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 183,
   "train_loss": 1.8921769857406616,
   "val_loss": 0.6848675012588501,
   "acc": 74.28,
   "time": 331.71538878098363,
   "param": [
    {
     "p": 0.09346577525138855,
     "m": 1.0
    },
    {
     "p": 0.06042616441845894,
     "m": 1.0
    },
    {
     "p": 0.08939993381500244,
     "m": 1.0
    },
    {
     "p": 0.0632392019033432,
     "m": 1.0
    },
    {
     "p": 0.049211207777261734,
     "m": 1.0
    },
    {
     "p": 0.07208254933357239,
     "m": 1.0
    },
    {
     "p": 0.026729373261332512,
     "m": 1.0
    },
    {
     "p": 0.061056382954120636,
     "m": 1.0
    },
    {
     "p": 0.08730316907167435,
     "m": 1.0
    },
    {
     "p": 0.0727999284863472,
     "m": 1.0
    },
    {
     "p": 0.07179699093103409,
     "m": 1.0
    },
    {
     "p": 0.08779440075159073,
     "m": 1.0
    },
    {
     "p": 0.10782058537006378,
     "m": 1.0
    },
    {
     "p": 0.05687432363629341,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 184,
   "train_loss": 1.4350440502166748,
   "val_loss": 0.7986965179443359,
   "acc": 73.98,
   "time": 354.7995103690191,
   "param": [
    {
     "p": 0.08919220417737961,
     "m": 1.0
    },
    {
     "p": 0.03621777147054672,
     "m": 1.0
    },
    {
     "p": 0.07795140892267227,
     "m": 1.0
    },
    {
     "p": 0.04745392128825188,
     "m": 1.0
    },
    {
     "p": 0.0912305936217308,
     "m": 1.0
    },
    {
     "p": 0.039862439036369324,
     "m": 1.0
    },
    {
     "p": 0.08933036029338837,
     "m": 1.0
    },
    {
     "p": 0.05360204726457596,
     "m": 1.0
    },
    {
     "p": 0.07184500247240067,
     "m": 1.0
    },
    {
     "p": 0.06562208384275436,
     "m": 1.0
    },
    {
     "p": 0.07646447420120239,
     "m": 1.0
    },
    {
     "p": 0.10087952762842178,
     "m": 1.0
    },
    {
     "p": 0.09796960651874542,
     "m": 1.0
    },
    {
     "p": 0.06237853690981865,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 185,
   "train_loss": 1.4761042594909668,
   "val_loss": 0.7676348090171814,
   "acc": 72.86,
   "time": 339.5924547109753,
   "param": [
    {
     "p": 0.0929252877831459,
     "m": 1.0
    },
    {
     "p": 0.02553694136440754,
     "m": 1.0
    },
    {
     "p": 0.07304032146930695,
     "m": 1.0
    },
    {
     "p": 0.07635264098644257,
     "m": 1.0
    },
    {
     "p": 0.031047247350215912,
     "m": 1.0
    },
    {
     "p": 0.05571313574910164,
     "m": 1.0
    },
    {
     "p": 0.07342071831226349,
     "m": 1.0
    },
    {
     "p": 0.07940701395273209,
     "m": 1.0
    },
    {
     "p": 0.09085182845592499,
     "m": 1.0
    },
    {
     "p": 0.09025230258703232,
     "m": 1.0
    },
    {
     "p": 0.09462355077266693,
     "m": 1.0
    },
    {
     "p": 0.07279729098081589,
     "m": 1.0
    },
    {
     "p": 0.09299875050783157,
     "m": 1.0
    },
    {
     "p": 0.05103286728262901,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 186,
   "train_loss": 1.5465943813323975,
   "val_loss": 0.7385826110839844,
   "acc": 74.05,
   "time": 373.17172934196424,
   "param": [
    {
     "p": 0.08283838629722595,
     "m": 1.0
    },
    {
     "p": 0.04888352006673813,
     "m": 1.0
    },
    {
     "p": 0.0795595794916153,
     "m": 1.0
    },
    {
     "p": 0.049584124237298965,
     "m": 1.0
    },
    {
     "p": 0.03384903073310852,
     "m": 1.0
    },
    {
     "p": 0.03358173742890358,
     "m": 1.0
    },
    {
     "p": 0.06880161911249161,
     "m": 1.0
    },
    {
     "p": 0.086569644510746,
     "m": 1.0
    },
    {
     "p": 0.07020615041255951,
     "m": 1.0
    },
    {
     "p": 0.10600481182336807,
     "m": 1.0
    },
    {
     "p": 0.09558373689651489,
     "m": 1.0
    },
    {
     "p": 0.07051517814397812,
     "m": 1.0
    },
    {
     "p": 0.1145792007446289,
     "m": 1.0
    },
    {
     "p": 0.05944325774908066,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 187,
   "train_loss": 1.5619374513626099,
   "val_loss": 0.8847811818122864,
   "acc": 73.5,
   "time": 337.0012775589712,
   "param": [
    {
     "p": 0.0958845317363739,
     "m": 1.0
    },
    {
     "p": 0.03327580541372299,
     "m": 1.0
    },
    {
     "p": 0.09211304038763046,
     "m": 1.0
    },
    {
     "p": 0.06595364958047867,
     "m": 1.0
    },
    {
     "p": 0.05064913257956505,
     "m": 1.0
    },
    {
     "p": 0.02708732709288597,
     "m": 1.0
    },
    {
     "p": 0.08003708720207214,
     "m": 1.0
    },
    {
     "p": 0.0994761735200882,
     "m": 1.0
    },
    {
     "p": 0.07565382868051529,
     "m": 1.0
    },
    {
     "p": 0.0956621840596199,
     "m": 1.0
    },
    {
     "p": 0.07813813537359238,
     "m": 1.0
    },
    {
     "p": 0.06205069273710251,
     "m": 1.0
    },
    {
     "p": 0.0845293402671814,
     "m": 1.0
    },
    {
     "p": 0.059489037841558456,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 188,
   "train_loss": 1.7155431509017944,
   "val_loss": 0.7754806280136108,
   "acc": 73.61,
   "time": 356.02572792302817,
   "param": [
    {
     "p": 0.09560517966747284,
     "m": 1.0
    },
    {
     "p": 0.051336620002985,
     "m": 1.0
    },
    {
     "p": 0.08483835309743881,
     "m": 1.0
    },
    {
     "p": 0.07469296455383301,
     "m": 1.0
    },
    {
     "p": 0.0355154313147068,
     "m": 1.0
    },
    {
     "p": 0.05741586908698082,
     "m": 1.0
    },
    {
     "p": 0.06314486265182495,
     "m": 1.0
    },
    {
     "p": 0.08489345759153366,
     "m": 1.0
    },
    {
     "p": 0.08895615488290787,
     "m": 1.0
    },
    {
     "p": 0.10825499892234802,
     "m": 1.0
    },
    {
     "p": 0.08015476912260056,
     "m": 1.0
    },
    {
     "p": 0.07246015965938568,
     "m": 1.0
    },
    {
     "p": 0.07901036739349365,
     "m": 1.0
    },
    {
     "p": 0.023720767349004745,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 189,
   "train_loss": 1.5143983364105225,
   "val_loss": 0.7297115325927734,
   "acc": 73.89,
   "time": 332.3360514069791,
   "param": [
    {
     "p": 0.07577887922525406,
     "m": 1.0
    },
    {
     "p": 0.030127912759780884,
     "m": 1.0
    },
    {
     "p": 0.0866503193974495,
     "m": 1.0
    },
    {
     "p": 0.04770839959383011,
     "m": 1.0
    },
    {
     "p": 0.023879272863268852,
     "m": 1.0
    },
    {
     "p": 0.024306409060955048,
     "m": 1.0
    },
    {
     "p": 0.07890539616346359,
     "m": 1.0
    },
    {
     "p": 0.06859879940748215,
     "m": 1.0
    },
    {
     "p": 0.0756305605173111,
     "m": 1.0
    },
    {
     "p": 0.10930185765028,
     "m": 1.0
    },
    {
     "p": 0.10462886095046997,
     "m": 1.0
    },
    {
     "p": 0.10131356120109558,
     "m": 1.0
    },
    {
     "p": 0.08958110958337784,
     "m": 1.0
    },
    {
     "p": 0.08358868211507797,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 190,
   "train_loss": 1.4333041906356812,
   "val_loss": 0.7583032250404358,
   "acc": 73.04,
   "time": 345.8681081730174,
   "param": [
    {
     "p": 0.1061161458492279,
     "m": 1.0
    },
    {
     "p": 0.03547567129135132,
     "m": 1.0
    },
    {
     "p": 0.07983679324388504,
     "m": 1.0
    },
    {
     "p": 0.07178356498479843,
     "m": 1.0
    },
    {
     "p": 0.051204513758420944,
     "m": 1.0
    },
    {
     "p": 0.0006977756856940687,
     "m": 1.0
    },
    {
     "p": 0.09835366904735565,
     "m": 1.0
    },
    {
     "p": 0.06043441966176033,
     "m": 1.0
    },
    {
     "p": 0.09725911170244217,
     "m": 1.0
    },
    {
     "p": 0.10745292901992798,
     "m": 1.0
    },
    {
     "p": 0.07625241577625275,
     "m": 1.0
    },
    {
     "p": 0.0926060825586319,
     "m": 1.0
    },
    {
     "p": 0.08998595923185349,
     "m": 1.0
    },
    {
     "p": 0.032540954649448395,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 191,
   "train_loss": 1.4853575229644775,
   "val_loss": 0.7999523282051086,
   "acc": 73.73,
   "time": 377.5826584720053,
   "param": [
    {
     "p": 0.08511459082365036,
     "m": 1.0
    },
    {
     "p": 0.04177437350153923,
     "m": 1.0
    },
    {
     "p": 0.08794596046209335,
     "m": 1.0
    },
    {
     "p": 0.07840871810913086,
     "m": 1.0
    },
    {
     "p": 0.05202597379684448,
     "m": 1.0
    },
    {
     "p": 0.06155144050717354,
     "m": 1.0
    },
    {
     "p": 0.07416851073503494,
     "m": 1.0
    },
    {
     "p": 0.07856135070323944,
     "m": 1.0
    },
    {
     "p": 0.08175449818372726,
     "m": 1.0
    },
    {
     "p": 0.08093062788248062,
     "m": 1.0
    },
    {
     "p": 0.06782680749893188,
     "m": 1.0
    },
    {
     "p": 0.06988384574651718,
     "m": 1.0
    },
    {
     "p": 0.08029385656118393,
     "m": 1.0
    },
    {
     "p": 0.059759486466646194,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 192,
   "train_loss": 1.5498216152191162,
   "val_loss": 0.6871771812438965,
   "acc": 73.98,
   "time": 351.1962406550301,
   "param": [
    {
     "p": 0.09355182200670242,
     "m": 1.0
    },
    {
     "p": 0.05204957351088524,
     "m": 1.0
    },
    {
     "p": 0.08495023846626282,
     "m": 1.0
    },
    {
     "p": 0.07608477026224136,
     "m": 1.0
    },
    {
     "p": 0.03799792006611824,
     "m": 1.0
    },
    {
     "p": 0.012357302941381931,
     "m": 1.0
    },
    {
     "p": 0.07696975022554398,
     "m": 1.0
    },
    {
     "p": 0.07610417157411575,
     "m": 1.0
    },
    {
     "p": 0.10063618421554565,
     "m": 1.0
    },
    {
     "p": 0.0873945876955986,
     "m": 1.0
    },
    {
     "p": 0.07063225656747818,
     "m": 1.0
    },
    {
     "p": 0.0727248564362526,
     "m": 1.0
    },
    {
     "p": 0.0804491713643074,
     "m": 1.0
    },
    {
     "p": 0.07809729874134064,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 193,
   "train_loss": 1.2559932470321655,
   "val_loss": 0.7878814935684204,
   "acc": 74.21,
   "time": 342.44117334502516,
   "param": [
    {
     "p": 0.09312039613723755,
     "m": 1.0
    },
    {
     "p": 0.037893638014793396,
     "m": 1.0
    },
    {
     "p": 0.07919024676084518,
     "m": 1.0
    },
    {
     "p": 0.016771866008639336,
     "m": 1.0
    },
    {
     "p": 0.048247892409563065,
     "m": 1.0
    },
    {
     "p": 0.06314723938703537,
     "m": 1.0
    },
    {
     "p": 0.03322786092758179,
     "m": 1.0
    },
    {
     "p": 0.09682977944612503,
     "m": 1.0
    },
    {
     "p": 0.08288875222206116,
     "m": 1.0
    },
    {
     "p": 0.07760143280029297,
     "m": 1.0
    },
    {
     "p": 0.09654433280229568,
     "m": 1.0
    },
    {
     "p": 0.10037479549646378,
     "m": 1.0
    },
    {
     "p": 0.10672193765640259,
     "m": 1.0
    },
    {
     "p": 0.06743984669446945,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 194,
   "train_loss": 1.713194489479065,
   "val_loss": 0.7321851849555969,
   "acc": 74.62,
   "time": 360.9106204350246,
   "param": [
    {
     "p": 0.08309417217969894,
     "m": 1.0
    },
    {
     "p": 0.033789604902267456,
     "m": 1.0
    },
    {
     "p": 0.10572364181280136,
     "m": 1.0
    },
    {
     "p": 0.05474863201379776,
     "m": 1.0
    },
    {
     "p": 0.03829965367913246,
     "m": 1.0
    },
    {
     "p": 0.055423133075237274,
     "m": 1.0
    },
    {
     "p": 0.09160792082548141,
     "m": 1.0
    },
    {
     "p": 0.07597707957029343,
     "m": 1.0
    },
    {
     "p": 0.08424640446901321,
     "m": 1.0
    },
    {
     "p": 0.08587343990802765,
     "m": 1.0
    },
    {
     "p": 0.08763344585895538,
     "m": 1.0
    },
    {
     "p": 0.06982322782278061,
     "m": 1.0
    },
    {
     "p": 0.0828438550233841,
     "m": 1.0
    },
    {
     "p": 0.050915855914354324,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 195,
   "train_loss": 0.9546906352043152,
   "val_loss": 0.772447943687439,
   "acc": 73.04,
   "time": 352.6210675420007,
   "param": [
    {
     "p": 0.10464481264352798,
     "m": 1.0
    },
    {
     "p": 0.03746180236339569,
     "m": 1.0
    },
    {
     "p": 0.0914376825094223,
     "m": 1.0
    },
    {
     "p": 0.05931227654218674,
     "m": 1.0
    },
    {
     "p": 0.02203945815563202,
     "m": 1.0
    },
    {
     "p": 0.06336019933223724,
     "m": 1.0
    },
    {
     "p": 0.06640548259019852,
     "m": 1.0
    },
    {
     "p": 0.07461287826299667,
     "m": 1.0
    },
    {
     "p": 0.08064134418964386,
     "m": 1.0
    },
    {
     "p": 0.0830816775560379,
     "m": 1.0
    },
    {
     "p": 0.07834143191576004,
     "m": 1.0
    },
    {
     "p": 0.10071879625320435,
     "m": 1.0
    },
    {
     "p": 0.11454179883003235,
     "m": 1.0
    },
    {
     "p": 0.0234003197401762,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 196,
   "train_loss": 1.4722262620925903,
   "val_loss": 0.7594621181488037,
   "acc": 73.04,
   "time": 350.92656670702854,
   "param": [
    {
     "p": 0.09120452404022217,
     "m": 1.0
    },
    {
     "p": 0.05379138141870499,
     "m": 1.0
    },
    {
     "p": 0.08808678388595581,
     "m": 1.0
    },
    {
     "p": 0.0672728419303894,
     "m": 1.0
    },
    {
     "p": 0.05162376910448074,
     "m": 1.0
    },
    {
     "p": 0.0495748408138752,
     "m": 1.0
    },
    {
     "p": 0.08434974402189255,
     "m": 1.0
    },
    {
     "p": 0.07301948964595795,
     "m": 1.0
    },
    {
     "p": 0.07935696095228195,
     "m": 1.0
    },
    {
     "p": 0.06050186604261398,
     "m": 1.0
    },
    {
     "p": 0.07652750611305237,
     "m": 1.0
    },
    {
     "p": 0.07617591321468353,
     "m": 1.0
    },
    {
     "p": 0.08188774436712265,
     "m": 1.0
    },
    {
     "p": 0.06662660837173462,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 197,
   "train_loss": 1.4649779796600342,
   "val_loss": 0.7602598071098328,
   "acc": 73.9,
   "time": 349.2470022740308,
   "param": [
    {
     "p": 0.08726496249437332,
     "m": 1.0
    },
    {
     "p": 0.04148245230317116,
     "m": 1.0
    },
    {
     "p": 0.09629128873348236,
     "m": 1.0
    },
    {
     "p": 0.030889859423041344,
     "m": 1.0
    },
    {
     "p": 0.04166866093873978,
     "m": 1.0
    },
    {
     "p": 0.03376554325222969,
     "m": 1.0
    },
    {
     "p": 0.05755814537405968,
     "m": 1.0
    },
    {
     "p": 0.08652713894844055,
     "m": 1.0
    },
    {
     "p": 0.06393200904130936,
     "m": 1.0
    },
    {
     "p": 0.09802259504795074,
     "m": 1.0
    },
    {
     "p": 0.10676298290491104,
     "m": 1.0
    },
    {
     "p": 0.09356191009283066,
     "m": 1.0
    },
    {
     "p": 0.07950898259878159,
     "m": 1.0
    },
    {
     "p": 0.08276339620351791,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 198,
   "train_loss": 1.5115965604782104,
   "val_loss": 0.6710331439971924,
   "acc": 74.22,
   "time": 372.8122342999559,
   "param": [
    {
     "p": 0.10093638300895691,
     "m": 1.0
    },
    {
     "p": 0.04007517918944359,
     "m": 1.0
    },
    {
     "p": 0.0867784395813942,
     "m": 1.0
    },
    {
     "p": 0.07700642943382263,
     "m": 1.0
    },
    {
     "p": 0.05322590470314026,
     "m": 1.0
    },
    {
     "p": 0.03973710164427757,
     "m": 1.0
    },
    {
     "p": 0.0764847919344902,
     "m": 1.0
    },
    {
     "p": 0.09765733778476715,
     "m": 1.0
    },
    {
     "p": 0.07141610234975815,
     "m": 1.0
    },
    {
     "p": 0.08163854479789734,
     "m": 1.0
    },
    {
     "p": 0.04459705203771591,
     "m": 1.0
    },
    {
     "p": 0.06399710476398468,
     "m": 1.0
    },
    {
     "p": 0.09954337030649185,
     "m": 1.0
    },
    {
     "p": 0.06690627336502075,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 199,
   "train_loss": 1.3262137174606323,
   "val_loss": 0.8068510293960571,
   "acc": 73.38,
   "time": 376.07993769599125,
   "param": [
    {
     "p": 0.11460065096616745,
     "m": 1.0
    },
    {
     "p": 0.027115676552057266,
     "m": 1.0
    },
    {
     "p": 0.09667807072401047,
     "m": 1.0
    },
    {
     "p": 0.0648273378610611,
     "m": 1.0
    },
    {
     "p": 0.028508158400654793,
     "m": 1.0
    },
    {
     "p": 0.053310662508010864,
     "m": 1.0
    },
    {
     "p": 0.05141445994377136,
     "m": 1.0
    },
    {
     "p": 0.08236619085073471,
     "m": 1.0
    },
    {
     "p": 0.09579760581254959,
     "m": 1.0
    },
    {
     "p": 0.08320710062980652,
     "m": 1.0
    },
    {
     "p": 0.08853990584611893,
     "m": 1.0
    },
    {
     "p": 0.04520412161946297,
     "m": 1.0
    },
    {
     "p": 0.0970391109585762,
     "m": 1.0
    },
    {
     "p": 0.07139092683792114,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 200,
   "train_loss": 1.3835021257400513,
   "val_loss": 0.8527102470397949,
   "acc": 72.93,
   "time": 363.1512519669486,
   "param": [
    {
     "p": 0.0968574807047844,
     "m": 1.0
    },
    {
     "p": 0.03786037862300873,
     "m": 1.0
    },
    {
     "p": 0.08594909310340881,
     "m": 1.0
    },
    {
     "p": 0.05148063972592354,
     "m": 1.0
    },
    {
     "p": 0.027883559465408325,
     "m": 1.0
    },
    {
     "p": 0.0615827776491642,
     "m": 1.0
    },
    {
     "p": 0.06563562899827957,
     "m": 1.0
    },
    {
     "p": 0.07944553345441818,
     "m": 1.0
    },
    {
     "p": 0.091652050614357,
     "m": 1.0
    },
    {
     "p": 0.11013935506343842,
     "m": 1.0
    },
    {
     "p": 0.07441972941160202,
     "m": 1.0
    },
    {
     "p": 0.09679023921489716,
     "m": 1.0
    },
    {
     "p": 0.07149741053581238,
     "m": 1.0
    },
    {
     "p": 0.04880617931485176,
     "m": 1.0
    }
   ]
  }
 ]
}