{
 "Accuracy": 69.49,
 "Time": [
  95.48054541807329,
  38.12803591540372,
  14533.347103462998
 ],
 "Optimizer": {
  "Meta": {
   "optim": "Adam",
   "lr": 0.001
  },
  "Inner": {
   "optim": "SGD",
   "lr": 0.01,
   "momentum": 0.9
  }
 },
 "Device": "GeForce GTX 1080 Ti",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "Contrast",
  "Color",
  "Brightness",
  "Sharpness",
  "Posterize",
  "Solarize",
  "BShearX",
  "BShearY",
  "BTranslateX-",
  "BTranslateY",
  "BTranslateY-",
  "BadContrast",
  "BadBrightness",
  "Random",
  "RandBlend"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 4.48997688293457,
   "val_loss": 2.2306478023529053,
   "acc": 21.29,
   "time": 161.491630276,
   "mix_dist": 0.49861106276512146,
   "param": [
    {
     "p": 0.052132926881313324,
     "m": 0.5
    },
    {
     "p": 0.04460575059056282,
     "m": 0.5
    },
    {
     "p": 0.03144650161266327,
     "m": 0.5
    },
    {
     "p": 0.03218899667263031,
     "m": 0.580712080001831
    },
    {
     "p": 0.04120378941297531,
     "m": 0.5802873373031616
    },
    {
     "p": 0.05761066824197769,
     "m": 0.5794660449028015
    },
    {
     "p": 0.0437641367316246,
     "m": 0.5807561874389648
    },
    {
     "p": 0.05637732520699501,
     "m": 0.580737292766571
    },
    {
     "p": 0.04696839675307274,
     "m": 0.5806908011436462
    },
    {
     "p": 0.04275901988148689,
     "m": 0.581322968006134
    },
    {
     "p": 0.04791994392871857,
     "m": 0.5810085535049438
    },
    {
     "p": 0.04217664524912834,
     "m": 0.5807432532310486
    },
    {
     "p": 0.06654102355241776,
     "m": 1.0
    },
    {
     "p": 0.037236347794532776,
     "m": 1.0
    },
    {
     "p": 0.0500250905752182,
     "m": 0.5803253650665283
    },
    {
     "p": 0.05851708725094795,
     "m": 0.5805356502532959
    },
    {
     "p": 0.031693942844867706,
     "m": 0.5799458026885986
    },
    {
     "p": 0.024660391733050346,
     "m": 0.5802857279777527
    },
    {
     "p": 0.0411265604197979,
     "m": 0.5787764191627502
    },
    {
     "p": 0.03374850004911423,
     "m": 0.5798409581184387
    },
    {
     "p": 0.038443248718976974,
     "m": 0.5794325470924377
    },
    {
     "p": 0.04403955489397049,
     "m": 0.5
    },
    {
     "p": 0.03481423482298851,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 4.207242012023926,
   "val_loss": 1.9640090465545654,
   "acc": 32.92,
   "time": 160.68412576500003,
   "mix_dist": 0.46520382165908813,
   "param": [
    {
     "p": 0.060841333121061325,
     "m": 0.5
    },
    {
     "p": 0.03321385756134987,
     "m": 0.5
    },
    {
     "p": 0.04211737588047981,
     "m": 0.5
    },
    {
     "p": 0.039314549416303635,
     "m": 0.6533370614051819
    },
    {
     "p": 0.06302209943532944,
     "m": 0.6043265461921692
    },
    {
     "p": 0.05541227385401726,
     "m": 0.5664011836051941
    },
    {
     "p": 0.05755485221743584,
     "m": 0.6416341066360474
    },
    {
     "p": 0.07332310825586319,
     "m": 0.6448459625244141
    },
    {
     "p": 0.07316391170024872,
     "m": 0.6069373488426208
    },
    {
     "p": 0.03637053817510605,
     "m": 0.6576768755912781
    },
    {
     "p": 0.06853184849023819,
     "m": 0.5987639427185059
    },
    {
     "p": 0.07905920594930649,
     "m": 0.6330874562263489
    },
    {
     "p": 0.09818253666162491,
     "m": 1.0
    },
    {
     "p": 0.0004363996849860996,
     "m": 1.0
    },
    {
     "p": 0.018719246610999107,
     "m": 0.6118013858795166
    },
    {
     "p": 0.10078059136867523,
     "m": 0.6002905964851379
    },
    {
     "p": 0.03242235630750656,
     "m": 0.588368833065033
    },
    {
     "p": 0.0004363996849860996,
     "m": 0.5879765152931213
    },
    {
     "p": 0.013576342724263668,
     "m": 0.6121291518211365
    },
    {
     "p": 0.010167189873754978,
     "m": 0.5495281219482422
    },
    {
     "p": 0.03625896945595741,
     "m": 0.5635925531387329
    },
    {
     "p": 0.0066587780602276325,
     "m": 0.5
    },
    {
     "p": 0.0004363996849860996,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 3.8655753135681152,
   "val_loss": 1.8082319498062134,
   "acc": 37.7,
   "time": 164.35886879999998,
   "mix_dist": 0.44788721203804016,
   "param": [
    {
     "p": 0.07854694873094559,
     "m": 0.5
    },
    {
     "p": 0.010168514214456081,
     "m": 0.5
    },
    {
     "p": 0.04928018897771835,
     "m": 0.5
    },
    {
     "p": 0.04424978420138359,
     "m": 0.7139307260513306
    },
    {
     "p": 0.07776279002428055,
     "m": 0.5947967171669006
    },
    {
     "p": 0.045332759618759155,
     "m": 0.5462225079536438
    },
    {
     "p": 0.0665603056550026,
     "m": 0.6743426322937012
    },
    {
     "p": 0.06824537366628647,
     "m": 0.6878888010978699
    },
    {
     "p": 0.08324986696243286,
     "m": 0.6327739357948303
    },
    {
     "p": 0.028311239555478096,
     "m": 0.667202889919281
    },
    {
     "p": 0.06223328411579132,
     "m": 0.6130574345588684
    },
    {
     "p": 0.08664707094430923,
     "m": 0.6728280782699585
    },
    {
     "p": 0.10569998621940613,
     "m": 1.0
    },
    {
     "p": 0.0004355473502073437,
     "m": 1.0
    },
    {
     "p": 0.022389303892850876,
     "m": 0.6295250058174133
    },
    {
     "p": 0.10443489253520966,
     "m": 0.6119182109832764
    },
    {
     "p": 0.022069867700338364,
     "m": 0.6070429086685181
    },
    {
     "p": 0.0004355473502073437,
     "m": 0.6220235228538513
    },
    {
     "p": 0.0004355473502073437,
     "m": 0.6357009410858154
    },
    {
     "p": 0.0005397375789470971,
     "m": 0.5560804605484009
    },
    {
     "p": 0.03321964293718338,
     "m": 0.5649944543838501
    },
    {
     "p": 0.0038966063875705004,
     "m": 0.5
    },
    {
     "p": 0.005855265073478222,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 3.969754934310913,
   "val_loss": 1.7122013568878174,
   "acc": 42.07,
   "time": 161.426484001,
   "mix_dist": 0.44201451539993286,
   "param": [
    {
     "p": 0.08661322295665741,
     "m": 0.5
    },
    {
     "p": 0.008178375661373138,
     "m": 0.5
    },
    {
     "p": 0.051971178501844406,
     "m": 0.5
    },
    {
     "p": 0.04908401891589165,
     "m": 0.7415075302124023
    },
    {
     "p": 0.085477814078331,
     "m": 0.5988988876342773
    },
    {
     "p": 0.03446050360798836,
     "m": 0.5648577809333801
    },
    {
     "p": 0.07609730213880539,
     "m": 0.7077240347862244
    },
    {
     "p": 0.07027567923069,
     "m": 0.7161533832550049
    },
    {
     "p": 0.08290156722068787,
     "m": 0.6518657803535461
    },
    {
     "p": 0.045560967177152634,
     "m": 0.6545310616493225
    },
    {
     "p": 0.051806576550006866,
     "m": 0.637100338935852
    },
    {
     "p": 0.09666649252176285,
     "m": 0.7146422863006592
    },
    {
     "p": 0.12263835221529007,
     "m": 1.0
    },
    {
     "p": 0.0004371423274278641,
     "m": 1.0
    },
    {
     "p": 0.006964454427361488,
     "m": 0.6411393284797668
    },
    {
     "p": 0.08904539793729782,
     "m": 0.628659188747406
    },
    {
     "p": 0.0004371423274278641,
     "m": 0.611038327217102
    },
    {
     "p": 0.0004371423274278641,
     "m": 0.6451869606971741
    },
    {
     "p": 0.0004371423274278641,
     "m": 0.6503540873527527
    },
    {
     "p": 0.001056223874911666,
     "m": 0.5711126327514648
    },
    {
     "p": 0.03368740528821945,
     "m": 0.5863175392150879
    },
    {
     "p": 0.0004371423274278641,
     "m": 0.5
    },
    {
     "p": 0.005328832659870386,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 4.025927543640137,
   "val_loss": 1.7354061603546143,
   "acc": 42.24,
   "time": 161.250109736,
   "mix_dist": 0.4617708623409271,
   "param": [
    {
     "p": 0.10949470847845078,
     "m": 0.5
    },
    {
     "p": 0.004430724773555994,
     "m": 0.5
    },
    {
     "p": 0.06304352730512619,
     "m": 0.5
    },
    {
     "p": 0.05287913978099823,
     "m": 0.7571721076965332
    },
    {
     "p": 0.08884098380804062,
     "m": 0.5920737981796265
    },
    {
     "p": 0.02422158047556877,
     "m": 0.5886205434799194
    },
    {
     "p": 0.08837120234966278,
     "m": 0.7562082409858704
    },
    {
     "p": 0.08052656799554825,
     "m": 0.7494462728500366
    },
    {
     "p": 0.07308303564786911,
     "m": 0.6567845940589905
    },
    {
     "p": 0.0502065010368824,
     "m": 0.6520034074783325
    },
    {
     "p": 0.020863289013504982,
     "m": 0.6366334557533264
    },
    {
     "p": 0.1087607890367508,
     "m": 0.7550991177558899
    },
    {
     "p": 0.13820037245750427,
     "m": 1.0
    },
    {
     "p": 0.0004341273452155292,
     "m": 1.0
    },
    {
     "p": 0.0005199036095291376,
     "m": 0.6584842801094055
    },
    {
     "p": 0.07005560398101807,
     "m": 0.6260074377059937
    },
    {
     "p": 0.0004341273452155292,
     "m": 0.6259941458702087
    },
    {
     "p": 0.0004341273452155292,
     "m": 0.6637563109397888
    },
    {
     "p": 0.0004341273452155292,
     "m": 0.6649467945098877
    },
    {
     "p": 0.0004645268199965358,
     "m": 0.5876069068908691
    },
    {
     "p": 0.023044846951961517,
     "m": 0.5993523597717285
    },
    {
     "p": 0.0004341273452155292,
     "m": 0.5
    },
    {
     "p": 0.0008221995085477829,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 3.5771312713623047,
   "val_loss": 1.6194944381713867,
   "acc": 45.62,
   "time": 160.33112877500002,
   "mix_dist": 0.452664315700531,
   "param": [
    {
     "p": 0.11256614327430725,
     "m": 0.5
    },
    {
     "p": 0.0004343968175817281,
     "m": 0.5
    },
    {
     "p": 0.06743540614843369,
     "m": 0.5
    },
    {
     "p": 0.06199062243103981,
     "m": 0.7849392890930176
    },
    {
     "p": 0.08473502099514008,
     "m": 0.5907528400421143
    },
    {
     "p": 0.017328565940260887,
     "m": 0.6008800864219666
    },
    {
     "p": 0.08939599245786667,
     "m": 0.8107569813728333
    },
    {
     "p": 0.08076313138008118,
     "m": 0.7409669756889343
    },
    {
     "p": 0.06504826992750168,
     "m": 0.6797485947608948
    },
    {
     "p": 0.059589508920907974,
     "m": 0.6245047450065613
    },
    {
     "p": 0.034700412303209305,
     "m": 0.6493322849273682
    },
    {
     "p": 0.11308667808771133,
     "m": 0.7877311110496521
    },
    {
     "p": 0.13861969113349915,
     "m": 1.0
    },
    {
     "p": 0.0021125993225723505,
     "m": 1.0
    },
    {
     "p": 0.0007180763641372323,
     "m": 0.6678768992424011
    },
    {
     "p": 0.042978838086128235,
     "m": 0.6290024518966675
    },
    {
     "p": 0.0004343968175817281,
     "m": 0.6274106502532959
    },
    {
     "p": 0.0004343968175817281,
     "m": 0.6627764105796814
    },
    {
     "p": 0.0004343968175817281,
     "m": 0.6683057546615601
    },
    {
     "p": 0.0004343968175817281,
     "m": 0.5931057333946228
    },
    {
     "p": 0.017548583447933197,
     "m": 0.6123774647712708
    },
    {
     "p": 0.005696448497474194,
     "m": 0.5
    },
    {
     "p": 0.0035141161642968655,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 3.7192962169647217,
   "val_loss": 1.5312203168869019,
   "acc": 47.64,
   "time": 156.99435195700005,
   "mix_dist": 0.4497637450695038,
   "param": [
    {
     "p": 0.12501239776611328,
     "m": 0.5
    },
    {
     "p": 0.0004375374410301447,
     "m": 0.5
    },
    {
     "p": 0.06977805495262146,
     "m": 0.5
    },
    {
     "p": 0.06401371210813522,
     "m": 0.7723115086555481
    },
    {
     "p": 0.07395277917385101,
     "m": 0.5500873327255249
    },
    {
     "p": 0.0004375374410301447,
     "m": 0.6066229343414307
    },
    {
     "p": 0.09982116520404816,
     "m": 0.8347270488739014
    },
    {
     "p": 0.08916884660720825,
     "m": 0.7493700385093689
    },
    {
     "p": 0.07079559564590454,
     "m": 0.6985526084899902
    },
    {
     "p": 0.07455401122570038,
     "m": 0.6108823418617249
    },
    {
     "p": 0.037674855440855026,
     "m": 0.6705935001373291
    },
    {
     "p": 0.12486112117767334,
     "m": 0.8183830380439758
    },
    {
     "p": 0.16065740585327148,
     "m": 1.0
    },
    {
     "p": 0.0004375374410301447,
     "m": 1.0
    },
    {
     "p": 0.001296805334277451,
     "m": 0.6953743696212769
    },
    {
     "p": 0.0004375374410301447,
     "m": 0.6465796828269958
    },
    {
     "p": 0.0004375374410301447,
     "m": 0.6413189768791199
    },
    {
     "p": 0.0004375374410301447,
     "m": 0.6642096638679504
    },
    {
     "p": 0.0004375374410301447,
     "m": 0.6720023155212402
    },
    {
     "p": 0.0004375374410301447,
     "m": 0.6097729802131653
    },
    {
     "p": 0.0022786997724324465,
     "m": 0.6153149008750916
    },
    {
     "p": 0.0004375374410301447,
     "m": 0.5
    },
    {
     "p": 0.0021968986839056015,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 3.7505156993865967,
   "val_loss": 1.3963080644607544,
   "acc": 51.14,
   "time": 155.675652937,
   "mix_dist": 0.4363756477832794,
   "param": [
    {
     "p": 0.1287025660276413,
     "m": 0.5
    },
    {
     "p": 0.00043514143908396363,
     "m": 0.5
    },
    {
     "p": 0.0638858899474144,
     "m": 0.5
    },
    {
     "p": 0.06674110889434814,
     "m": 0.7677004337310791
    },
    {
     "p": 0.06302233040332794,
     "m": 0.5182936787605286
    },
    {
     "p": 0.00043514143908396363,
     "m": 0.6043524146080017
    },
    {
     "p": 0.09663102775812149,
     "m": 0.8467337489128113
    },
    {
     "p": 0.08967874199151993,
     "m": 0.7684044241905212
    },
    {
     "p": 0.07777854800224304,
     "m": 0.7312756776809692
    },
    {
     "p": 0.07776043564081192,
     "m": 0.6047482490539551
    },
    {
     "p": 0.039329078048467636,
     "m": 0.6915963292121887
    },
    {
     "p": 0.12724189460277557,
     "m": 0.8371648192405701
    },
    {
     "p": 0.16037805378437042,
     "m": 1.0
    },
    {
     "p": 0.00043514143908396363,
     "m": 1.0
    },
    {
     "p": 0.00043514143908396363,
     "m": 0.7151138782501221
    },
    {
     "p": 0.00043514143908396363,
     "m": 0.6557283401489258
    },
    {
     "p": 0.00043514143908396363,
     "m": 0.6423832774162292
    },
    {
     "p": 0.00043514143908396363,
     "m": 0.6614693403244019
    },
    {
     "p": 0.00043514143908396363,
     "m": 0.6740221381187439
    },
    {
     "p": 0.00043514143908396363,
     "m": 0.6256281137466431
    },
    {
     "p": 0.00043514143908396363,
     "m": 0.6185276508331299
    },
    {
     "p": 0.00043514143908396363,
     "m": 0.5
    },
    {
     "p": 0.00406403886154294,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 3.3065552711486816,
   "val_loss": 1.3295146226882935,
   "acc": 52.57,
   "time": 156.696057957,
   "mix_dist": 0.4307345151901245,
   "param": [
    {
     "p": 0.13102763891220093,
     "m": 0.5
    },
    {
     "p": 0.0005636993446387351,
     "m": 0.5
    },
    {
     "p": 0.06466210633516312,
     "m": 0.5
    },
    {
     "p": 0.07283210754394531,
     "m": 0.7645984292030334
    },
    {
     "p": 0.04308929294347763,
     "m": 0.5072112083435059
    },
    {
     "p": 0.0004342834872659296,
     "m": 0.6040680408477783
    },
    {
     "p": 0.10195331275463104,
     "m": 0.8438170552253723
    },
    {
     "p": 0.0907711610198021,
     "m": 0.787314772605896
    },
    {
     "p": 0.07381833344697952,
     "m": 0.7456899881362915
    },
    {
     "p": 0.08164039999246597,
     "m": 0.5849655270576477
    },
    {
     "p": 0.03378315269947052,
     "m": 0.7151162624359131
    },
    {
     "p": 0.13066896796226501,
     "m": 0.8635553121566772
    },
    {
     "p": 0.169447124004364,
     "m": 1.0
    },
    {
     "p": 0.0004342834872659296,
     "m": 1.0
    },
    {
     "p": 0.0004342834872659296,
     "m": 0.7309587597846985
    },
    {
     "p": 0.0004342834872659296,
     "m": 0.6620285511016846
    },
    {
     "p": 0.0004342834872659296,
     "m": 0.6382899880409241
    },
    {
     "p": 0.0004342834872659296,
     "m": 0.6659731268882751
    },
    {
     "p": 0.0004342834872659296,
     "m": 0.6750536561012268
    },
    {
     "p": 0.0004342834872659296,
     "m": 0.637112557888031
    },
    {
     "p": 0.0014001557137817144,
     "m": 0.6202992796897888
    },
    {
     "p": 0.0004342834872659296,
     "m": 0.5
    },
    {
     "p": 0.0004342834872659296,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 3.4310388565063477,
   "val_loss": 1.3527623414993286,
   "acc": 53.71,
   "time": 159.26957193099997,
   "mix_dist": 0.43540158867836,
   "param": [
    {
     "p": 0.1350894421339035,
     "m": 0.5
    },
    {
     "p": 0.0004348638467490673,
     "m": 0.5
    },
    {
     "p": 0.07050668448209763,
     "m": 0.5
    },
    {
     "p": 0.08034640550613403,
     "m": 0.7653420567512512
    },
    {
     "p": 0.020663553848862648,
     "m": 0.49691250920295715
    },
    {
     "p": 0.0004348638467490673,
     "m": 0.6183360815048218
    },
    {
     "p": 0.10119672864675522,
     "m": 0.838409960269928
    },
    {
     "p": 0.09608469158411026,
     "m": 0.7796103954315186
    },
    {
     "p": 0.05746087431907654,
     "m": 0.7549757957458496
    },
    {
     "p": 0.08613266050815582,
     "m": 0.5731245279312134
    },
    {
     "p": 0.023061858490109444,
     "m": 0.7353134751319885
    },
    {
     "p": 0.1410185694694519,
     "m": 0.8933696746826172
    },
    {
     "p": 0.18107572197914124,
     "m": 1.0
    },
    {
     "p": 0.0004348638467490673,
     "m": 1.0
    },
    {
     "p": 0.001954340375959873,
     "m": 0.7431469559669495
    },
    {
     "p": 0.0004348638467490673,
     "m": 0.6630571484565735
    },
    {
     "p": 0.0004348638467490673,
     "m": 0.6512460112571716
    },
    {
     "p": 0.0004348638467490673,
     "m": 0.6755778789520264
    },
    {
     "p": 0.0004348638467490673,
     "m": 0.6719511151313782
    },
    {
     "p": 0.0004348638467490673,
     "m": 0.6445637345314026
    },
    {
     "p": 0.0007125643896870315,
     "m": 0.6244449615478516
    },
    {
     "p": 0.0004348638467490673,
     "m": 0.5
    },
    {
     "p": 0.0007823166088201106,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 3.4652113914489746,
   "val_loss": 1.372658610343933,
   "acc": 53.84,
   "time": 157.48242567900002,
   "mix_dist": 0.4360714256763458,
   "param": [
    {
     "p": 0.15261758863925934,
     "m": 0.5
    },
    {
     "p": 0.00043580346391536295,
     "m": 0.5
    },
    {
     "p": 0.07720205187797546,
     "m": 0.5
    },
    {
     "p": 0.08018788695335388,
     "m": 0.772994339466095
    },
    {
     "p": 0.00043580346391536295,
     "m": 0.4826229512691498
    },
    {
     "p": 0.00043580346391536295,
     "m": 0.6186800003051758
    },
    {
     "p": 0.10464387387037277,
     "m": 0.8452216386795044
    },
    {
     "p": 0.0963323637843132,
     "m": 0.7819378972053528
    },
    {
     "p": 0.038484979420900345,
     "m": 0.776202917098999
    },
    {
     "p": 0.09078050404787064,
     "m": 0.5545647144317627
    },
    {
     "p": 0.011214208789169788,
     "m": 0.7508077621459961
    },
    {
     "p": 0.14620132744312286,
     "m": 0.9254645705223083
    },
    {
     "p": 0.19584408402442932,
     "m": 1.0
    },
    {
     "p": 0.00043580346391536295,
     "m": 1.0
    },
    {
     "p": 0.00043580346391536295,
     "m": 0.761856734752655
    },
    {
     "p": 0.00043580346391536295,
     "m": 0.6594209671020508
    },
    {
     "p": 0.00043580346391536295,
     "m": 0.661209762096405
    },
    {
     "p": 0.00043580346391536295,
     "m": 0.6723819971084595
    },
    {
     "p": 0.00043580346391536295,
     "m": 0.6654373407363892
    },
    {
     "p": 0.00043580346391536295,
     "m": 0.6550378799438477
    },
    {
     "p": 0.00043580346391536295,
     "m": 0.6331688761711121
    },
    {
     "p": 0.00043580346391536295,
     "m": 0.5
    },
    {
     "p": 0.0012616892345249653,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 3.1844701766967773,
   "val_loss": 1.2942724227905273,
   "acc": 54.9,
   "time": 157.72026415100004,
   "mix_dist": 0.4502987265586853,
   "param": [
    {
     "p": 0.1571674942970276,
     "m": 0.5
    },
    {
     "p": 0.00043513550190255046,
     "m": 0.5
    },
    {
     "p": 0.07193664461374283,
     "m": 0.5
    },
    {
     "p": 0.07762961089611053,
     "m": 0.7577993869781494
    },
    {
     "p": 0.00043513550190255046,
     "m": 0.4751371443271637
    },
    {
     "p": 0.0005843311082571745,
     "m": 0.6195139288902283
    },
    {
     "p": 0.1036066934466362,
     "m": 0.8298711776733398
    },
    {
     "p": 0.08606059849262238,
     "m": 0.7944750189781189
    },
    {
     "p": 0.03353164345026016,
     "m": 0.8008458614349365
    },
    {
     "p": 0.09089688211679459,
     "m": 0.5391374230384827
    },
    {
     "p": 0.00043513550190255046,
     "m": 0.7655129432678223
    },
    {
     "p": 0.15990789234638214,
     "m": 0.9572761058807373
    },
    {
     "p": 0.21302175521850586,
     "m": 1.0
    },
    {
     "p": 0.00043513550190255046,
     "m": 1.0
    },
    {
     "p": 0.00043513550190255046,
     "m": 0.7763389348983765
    },
    {
     "p": 0.00043513550190255046,
     "m": 0.6677156686782837
    },
    {
     "p": 0.00043513550190255046,
     "m": 0.6758774518966675
    },
    {
     "p": 0.00043513550190255046,
     "m": 0.6783355474472046
    },
    {
     "p": 0.00043513550190255046,
     "m": 0.6762301325798035
    },
    {
     "p": 0.00043513550190255046,
     "m": 0.6653050780296326
    },
    {
     "p": 0.00043513550190255046,
     "m": 0.6380190253257751
    },
    {
     "p": 0.00043513550190255046,
     "m": 0.5
    },
    {
     "p": 0.00043513550190255046,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 3.2005767822265625,
   "val_loss": 1.2944318056106567,
   "acc": 56.61,
   "time": 156.94555606099993,
   "mix_dist": 0.45675382018089294,
   "param": [
    {
     "p": 0.16957293450832367,
     "m": 0.5
    },
    {
     "p": 0.0004345410561654717,
     "m": 0.5
    },
    {
     "p": 0.07379292696714401,
     "m": 0.5
    },
    {
     "p": 0.06636352837085724,
     "m": 0.7448166608810425
    },
    {
     "p": 0.0004345410561654717,
     "m": 0.4741970896720886
    },
    {
     "p": 0.0004345410561654717,
     "m": 0.6221039891242981
    },
    {
     "p": 0.10036575049161911,
     "m": 0.8295180201530457
    },
    {
     "p": 0.07827736437320709,
     "m": 0.8112983107566833
    },
    {
     "p": 0.023393232375383377,
     "m": 0.8143622875213623
    },
    {
     "p": 0.09249129891395569,
     "m": 0.521786630153656
    },
    {
     "p": 0.006256247404962778,
     "m": 0.7832819223403931
    },
    {
     "p": 0.16226859390735626,
     "m": 0.9899944067001343
    },
    {
     "p": 0.22104811668395996,
     "m": 1.0
    },
    {
     "p": 0.0004345410561654717,
     "m": 1.0
    },
    {
     "p": 0.0004345410561654717,
     "m": 0.7828016877174377
    },
    {
     "p": 0.0004345410561654717,
     "m": 0.6770911812782288
    },
    {
     "p": 0.0004345410561654717,
     "m": 0.6764679551124573
    },
    {
     "p": 0.0004345410561654717,
     "m": 0.7041420936584473
    },
    {
     "p": 0.0004345410561654717,
     "m": 0.6647338271141052
    },
    {
     "p": 0.0004345410561654717,
     "m": 0.6802022457122803
    },
    {
     "p": 0.0009557210141792893,
     "m": 0.6444980502128601
    },
    {
     "p": 0.0004345410561654717,
     "m": 0.5
    },
    {
     "p": 0.0004345410561654717,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 3.071547031402588,
   "val_loss": 1.1967405080795288,
   "acc": 57.89,
   "time": 157.07893408300015,
   "mix_dist": 0.4250349998474121,
   "param": [
    {
     "p": 0.16678670048713684,
     "m": 0.5
    },
    {
     "p": 0.0004349056980572641,
     "m": 0.5
    },
    {
     "p": 0.08379684388637543,
     "m": 0.5
    },
    {
     "p": 0.06980955600738525,
     "m": 0.7437743544578552
    },
    {
     "p": 0.0024514843244105577,
     "m": 0.4691641330718994
    },
    {
     "p": 0.0004349056980572641,
     "m": 0.6067050695419312
    },
    {
     "p": 0.1000073105096817,
     "m": 0.8463131785392761
    },
    {
     "p": 0.07523547857999802,
     "m": 0.821886420249939
    },
    {
     "p": 0.03185732290148735,
     "m": 0.8371248245239258
    },
    {
     "p": 0.09104707837104797,
     "m": 0.5055047273635864
    },
    {
     "p": 0.010622854344546795,
     "m": 0.812987744808197
    },
    {
     "p": 0.15774467587471008,
     "m": 1.0
    },
    {
     "p": 0.20542214810848236,
     "m": 1.0
    },
    {
     "p": 0.0004349056980572641,
     "m": 1.0
    },
    {
     "p": 0.0004349056980572641,
     "m": 0.7836989164352417
    },
    {
     "p": 0.0004349056980572641,
     "m": 0.6736767888069153
    },
    {
     "p": 0.0004349056980572641,
     "m": 0.6696690320968628
    },
    {
     "p": 0.0004349056980572641,
     "m": 0.7014879584312439
    },
    {
     "p": 0.0004349056980572641,
     "m": 0.6727954745292664
    },
    {
     "p": 0.0004349056980572641,
     "m": 0.6906402707099915
    },
    {
     "p": 0.0004349056980572641,
     "m": 0.6507225036621094
    },
    {
     "p": 0.0004349056980572641,
     "m": 0.5
    },
    {
     "p": 0.0004349056980572641,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 3.006680965423584,
   "val_loss": 1.2564213275909424,
   "acc": 58.22,
   "time": 156.6222027890003,
   "mix_dist": 0.4149915277957916,
   "param": [
    {
     "p": 0.16956064105033875,
     "m": 0.5
    },
    {
     "p": 0.0004340411105658859,
     "m": 0.5
    },
    {
     "p": 0.09016293287277222,
     "m": 0.5
    },
    {
     "p": 0.0715194121003151,
     "m": 0.7440272569656372
    },
    {
     "p": 0.0004340411105658859,
     "m": 0.46332138776779175
    },
    {
     "p": 0.0016981959342956543,
     "m": 0.6083170175552368
    },
    {
     "p": 0.10125324875116348,
     "m": 0.8464449048042297
    },
    {
     "p": 0.07002648711204529,
     "m": 0.8184327483177185
    },
    {
     "p": 0.019040921702980995,
     "m": 0.8485952019691467
    },
    {
     "p": 0.08802098035812378,
     "m": 0.49376043677330017
    },
    {
     "p": 0.013419817201793194,
     "m": 0.8331146836280823
    },
    {
     "p": 0.15661881864070892,
     "m": 1.0
    },
    {
     "p": 0.21242983639240265,
     "m": 1.0
    },
    {
     "p": 0.0004340411105658859,
     "m": 1.0
    },
    {
     "p": 0.0004340411105658859,
     "m": 0.7770542502403259
    },
    {
     "p": 0.0004340411105658859,
     "m": 0.6863883137702942
    },
    {
     "p": 0.0004340411105658859,
     "m": 0.674832820892334
    },
    {
     "p": 0.000507449556607753,
     "m": 0.7079107165336609
    },
    {
     "p": 0.0004340411105658859,
     "m": 0.6883463859558105
    },
    {
     "p": 0.0004340411105658859,
     "m": 0.6944290399551392
    },
    {
     "p": 0.0004340411105658859,
     "m": 0.6561166644096375
    },
    {
     "p": 0.0004340411105658859,
     "m": 0.5
    },
    {
     "p": 0.0014010014710947871,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 3.2226037979125977,
   "val_loss": 1.1816565990447998,
   "acc": 58.86,
   "time": 156.53762965499982,
   "mix_dist": 0.40734219551086426,
   "param": [
    {
     "p": 0.1769128143787384,
     "m": 0.5
    },
    {
     "p": 0.0004343781911302358,
     "m": 0.5
    },
    {
     "p": 0.09161306172609329,
     "m": 0.5
    },
    {
     "p": 0.058066509664058685,
     "m": 0.7463821768760681
    },
    {
     "p": 0.0004343781911302358,
     "m": 0.4590038061141968
    },
    {
     "p": 0.0005818460485897958,
     "m": 0.6066869497299194
    },
    {
     "p": 0.10926494747400284,
     "m": 0.844115674495697
    },
    {
     "p": 0.07292482256889343,
     "m": 0.8436063528060913
    },
    {
     "p": 0.009970791637897491,
     "m": 0.858785092830658
    },
    {
     "p": 0.09074332565069199,
     "m": 0.48533913493156433
    },
    {
     "p": 0.005053173750638962,
     "m": 0.8444434404373169
    },
    {
     "p": 0.16427762806415558,
     "m": 1.0
    },
    {
     "p": 0.2153652012348175,
     "m": 1.0
    },
    {
     "p": 0.0004343781911302358,
     "m": 1.0
    },
    {
     "p": 0.0004479206108953804,
     "m": 0.8013489842414856
    },
    {
     "p": 0.0004343781911302358,
     "m": 0.6935120820999146
    },
    {
     "p": 0.0004343781911302358,
     "m": 0.6822637319564819
    },
    {
     "p": 0.0004343781911302358,
     "m": 0.6930764317512512
    },
    {
     "p": 0.0004343781911302358,
     "m": 0.692255437374115
    },
    {
     "p": 0.0004343781911302358,
     "m": 0.7037918567657471
    },
    {
     "p": 0.0004343781911302358,
     "m": 0.6588684320449829
    },
    {
     "p": 0.0004343781911302358,
     "m": 0.5
    },
    {
     "p": 0.0004343781911302358,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 3.1547248363494873,
   "val_loss": 1.2413593530654907,
   "acc": 60.78,
   "time": 157.62571497499994,
   "mix_dist": 0.4064510464668274,
   "param": [
    {
     "p": 0.18275979161262512,
     "m": 0.5
    },
    {
     "p": 0.00043506777728907764,
     "m": 0.5
    },
    {
     "p": 0.08817979693412781,
     "m": 0.5
    },
    {
     "p": 0.059085145592689514,
     "m": 0.7535156011581421
    },
    {
     "p": 0.00043506777728907764,
     "m": 0.45848193764686584
    },
    {
     "p": 0.001169113558717072,
     "m": 0.6126947999000549
    },
    {
     "p": 0.11480142921209335,
     "m": 0.8520125150680542
    },
    {
     "p": 0.06833425909280777,
     "m": 0.8546372652053833
    },
    {
     "p": 0.01282607764005661,
     "m": 0.8731987476348877
    },
    {
     "p": 0.08721605688333511,
     "m": 0.47778409719467163
    },
    {
     "p": 0.00043506777728907764,
     "m": 0.855060338973999
    },
    {
     "p": 0.1621939092874527,
     "m": 1.0
    },
    {
     "p": 0.2177787572145462,
     "m": 1.0
    },
    {
     "p": 0.00043506777728907764,
     "m": 1.0
    },
    {
     "p": 0.00043506777728907764,
     "m": 0.811168372631073
    },
    {
     "p": 0.00043506777728907764,
     "m": 0.7047014832496643
    },
    {
     "p": 0.00043506777728907764,
     "m": 0.6908003091812134
    },
    {
     "p": 0.00043506777728907764,
     "m": 0.6936488747596741
    },
    {
     "p": 0.00043506777728907764,
     "m": 0.684811532497406
    },
    {
     "p": 0.00043506777728907764,
     "m": 0.7164289355278015
    },
    {
     "p": 0.00043506777728907764,
     "m": 0.6647816300392151
    },
    {
     "p": 0.00043506777728907764,
     "m": 0.5
    },
    {
     "p": 0.00043506777728907764,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 3.1817851066589355,
   "val_loss": 1.1135600805282593,
   "acc": 61.97,
   "time": 155.87220821899973,
   "mix_dist": 0.39615747332572937,
   "param": [
    {
     "p": 0.1855451464653015,
     "m": 0.5
    },
    {
     "p": 0.0004359103040769696,
     "m": 0.5
    },
    {
     "p": 0.08690385520458221,
     "m": 0.5
    },
    {
     "p": 0.05299124866724014,
     "m": 0.7464973330497742
    },
    {
     "p": 0.0004359103040769696,
     "m": 0.46327489614486694
    },
    {
     "p": 0.0004359103040769696,
     "m": 0.6157315373420715
    },
    {
     "p": 0.11498633772134781,
     "m": 0.8539460897445679
    },
    {
     "p": 0.05606386438012123,
     "m": 0.8477804660797119
    },
    {
     "p": 0.014767071232199669,
     "m": 0.8846067190170288
    },
    {
     "p": 0.08619366586208344,
     "m": 0.4770406186580658
    },
    {
     "p": 0.004786753095686436,
     "m": 0.8727946877479553
    },
    {
     "p": 0.17226149141788483,
     "m": 1.0
    },
    {
     "p": 0.21983397006988525,
     "m": 1.0
    },
    {
     "p": 0.0004359103040769696,
     "m": 1.0
    },
    {
     "p": 0.0004359103040769696,
     "m": 0.8066524267196655
    },
    {
     "p": 0.0004359103040769696,
     "m": 0.7132622003555298
    },
    {
     "p": 0.0004359103040769696,
     "m": 0.6950510740280151
    },
    {
     "p": 0.0004359103040769696,
     "m": 0.6913703680038452
    },
    {
     "p": 0.0004359103040769696,
     "m": 0.675738513469696
    },
    {
     "p": 0.0004359103040769696,
     "m": 0.7191162109375
    },
    {
     "p": 0.0004359103040769696,
     "m": 0.6739155054092407
    },
    {
     "p": 0.0004359103040769696,
     "m": 0.5
    },
    {
     "p": 0.0004359103040769696,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 2.8073856830596924,
   "val_loss": 1.1228705644607544,
   "acc": 61.53,
   "time": 155.92103366999982,
   "mix_dist": 0.4037899374961853,
   "param": [
    {
     "p": 0.19526927173137665,
     "m": 0.5
    },
    {
     "p": 0.0004339091246947646,
     "m": 0.5
    },
    {
     "p": 0.09304051846265793,
     "m": 0.5
    },
    {
     "p": 0.031892236322164536,
     "m": 0.7446373701095581
    },
    {
     "p": 0.0004339091246947646,
     "m": 0.4662536680698395
    },
    {
     "p": 0.0007790777017362416,
     "m": 0.6193290948867798
    },
    {
     "p": 0.11080265045166016,
     "m": 0.8489052653312683
    },
    {
     "p": 0.03798442333936691,
     "m": 0.8403305411338806
    },
    {
     "p": 0.008825874887406826,
     "m": 0.8973444104194641
    },
    {
     "p": 0.08396535366773605,
     "m": 0.47019365429878235
    },
    {
     "p": 0.008439948782324791,
     "m": 0.8923510909080505
    },
    {
     "p": 0.18249942362308502,
     "m": 1.0
    },
    {
     "p": 0.24079082906246185,
     "m": 1.0
    },
    {
     "p": 0.0004339091246947646,
     "m": 1.0
    },
    {
     "p": 0.0004339091246947646,
     "m": 0.8174912929534912
    },
    {
     "p": 0.0004339091246947646,
     "m": 0.71337890625
    },
    {
     "p": 0.0004339091246947646,
     "m": 0.7073760032653809
    },
    {
     "p": 0.0004339091246947646,
     "m": 0.692187488079071
    },
    {
     "p": 0.0004339091246947646,
     "m": 0.6731072068214417
    },
    {
     "p": 0.0009376247762702405,
     "m": 0.7323712110519409
    },
    {
     "p": 0.0004339091246947646,
     "m": 0.6898495554924011
    },
    {
     "p": 0.0004339091246947646,
     "m": 0.5
    },
    {
     "p": 0.0004339091246947646,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 2.8221664428710938,
   "val_loss": 1.0950849056243896,
   "acc": 63.02,
   "time": 155.49054958199986,
   "mix_dist": 0.4025954306125641,
   "param": [
    {
     "p": 0.2009117156267166,
     "m": 0.5
    },
    {
     "p": 0.00043515278957784176,
     "m": 0.5
    },
    {
     "p": 0.09700870513916016,
     "m": 0.5
    },
    {
     "p": 0.013836757279932499,
     "m": 0.7508061528205872
    },
    {
     "p": 0.00043515278957784176,
     "m": 0.4744543433189392
    },
    {
     "p": 0.00043515278957784176,
     "m": 0.6063382029533386
    },
    {
     "p": 0.10893412679433823,
     "m": 0.8382835984230042
    },
    {
     "p": 0.020803645253181458,
     "m": 0.8376398086547852
    },
    {
     "p": 0.011257592588663101,
     "m": 0.915855884552002
    },
    {
     "p": 0.09721269458532333,
     "m": 0.46132493019104004
    },
    {
     "p": 0.0032513707410544157,
     "m": 0.9040196537971497
    },
    {
     "p": 0.19223454594612122,
     "m": 1.0
    },
    {
     "p": 0.24889208376407623,
     "m": 1.0
    },
    {
     "p": 0.00043515278957784176,
     "m": 1.0
    },
    {
     "p": 0.00043515278957784176,
     "m": 0.8291119337081909
    },
    {
     "p": 0.00043515278957784176,
     "m": 0.7033065557479858
    },
    {
     "p": 0.00043515278957784176,
     "m": 0.7140611410140991
    },
    {
     "p": 0.00043515278957784176,
     "m": 0.70448237657547
    },
    {
     "p": 0.00043515278957784176,
     "m": 0.6888078451156616
    },
    {
     "p": 0.00043515278957784176,
     "m": 0.7463657259941101
    },
    {
     "p": 0.00043515278957784176,
     "m": 0.6947241425514221
    },
    {
     "p": 0.00043515278957784176,
     "m": 0.5
    },
    {
     "p": 0.00043515278957784176,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 2.8149404525756836,
   "val_loss": 1.1450680494308472,
   "acc": 61.53,
   "time": 155.26836315599985,
   "mix_dist": 0.42257624864578247,
   "param": [
    {
     "p": 0.21050851047039032,
     "m": 0.5
    },
    {
     "p": 0.0004339071165304631,
     "m": 0.5
    },
    {
     "p": 0.10198202729225159,
     "m": 0.5
    },
    {
     "p": 0.008190048858523369,
     "m": 0.7572564482688904
    },
    {
     "p": 0.0004339071165304631,
     "m": 0.4885683059692383
    },
    {
     "p": 0.0004339071165304631,
     "m": 0.6012201309204102
    },
    {
     "p": 0.1090288981795311,
     "m": 0.8379423022270203
    },
    {
     "p": 0.005473331548273563,
     "m": 0.8276845812797546
    },
    {
     "p": 0.0004339071165304631,
     "m": 0.9285954833030701
    },
    {
     "p": 0.0905444398522377,
     "m": 0.4595779776573181
    },
    {
     "p": 0.0004339071165304631,
     "m": 0.9123608469963074
    },
    {
     "p": 0.20272672176361084,
     "m": 1.0
    },
    {
     "p": 0.2650376856327057,
     "m": 1.0
    },
    {
     "p": 0.0004339071165304631,
     "m": 1.0
    },
    {
     "p": 0.0004339071165304631,
     "m": 0.8164175748825073
    },
    {
     "p": 0.0004339071165304631,
     "m": 0.7036657929420471
    },
    {
     "p": 0.0004339071165304631,
     "m": 0.7194669246673584
    },
    {
     "p": 0.0004339071165304631,
     "m": 0.7174813151359558
    },
    {
     "p": 0.0004339071165304631,
     "m": 0.6895164847373962
    },
    {
     "p": 0.0004339071165304631,
     "m": 0.7578881978988647
    },
    {
     "p": 0.0004339071165304631,
     "m": 0.6944146752357483
    },
    {
     "p": 0.0004339071165304631,
     "m": 0.5
    },
    {
     "p": 0.0004339071165304631,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 2.902238368988037,
   "val_loss": 1.1490981578826904,
   "acc": 63.21,
   "time": 154.31962229099963,
   "mix_dist": 0.4249292016029358,
   "param": [
    {
     "p": 0.2109529823064804,
     "m": 0.5
    },
    {
     "p": 0.0004349157970864326,
     "m": 0.5
    },
    {
     "p": 0.103223517537117,
     "m": 0.5
    },
    {
     "p": 0.0004349157970864326,
     "m": 0.7691420316696167
    },
    {
     "p": 0.0004349157970864326,
     "m": 0.4882563054561615
    },
    {
     "p": 0.0004349157970864326,
     "m": 0.607946515083313
    },
    {
     "p": 0.1029260978102684,
     "m": 0.8432686924934387
    },
    {
     "p": 0.0004349157970864326,
     "m": 0.836155116558075
    },
    {
     "p": 0.0004349157970864326,
     "m": 0.9425227642059326
    },
    {
     "p": 0.09521201252937317,
     "m": 0.46892881393432617
    },
    {
     "p": 0.0006051658419892192,
     "m": 0.9274644255638123
    },
    {
     "p": 0.20697589218616486,
     "m": 0.9993779063224792
    },
    {
     "p": 0.27314597368240356,
     "m": 1.0
    },
    {
     "p": 0.0004349157970864326,
     "m": 1.0
    },
    {
     "p": 0.0004349157970864326,
     "m": 0.8385307192802429
    },
    {
     "p": 0.0004349157970864326,
     "m": 0.7152418494224548
    },
    {
     "p": 0.0004349157970864326,
     "m": 0.7197818756103516
    },
    {
     "p": 0.0004349157970864326,
     "m": 0.7186706066131592
    },
    {
     "p": 0.0004349157970864326,
     "m": 0.6937803030014038
    },
    {
     "p": 0.0004349157970864326,
     "m": 0.76457279920578
    },
    {
     "p": 0.0004349157970864326,
     "m": 0.696610152721405
    },
    {
     "p": 0.0004349157970864326,
     "m": 0.5
    },
    {
     "p": 0.0004349157970864326,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 2.872390031814575,
   "val_loss": 1.1166807413101196,
   "acc": 63.51,
   "time": 153.86763195499998,
   "mix_dist": 0.4235469400882721,
   "param": [
    {
     "p": 0.21664203703403473,
     "m": 0.5
    },
    {
     "p": 0.0004352121613919735,
     "m": 0.5
    },
    {
     "p": 0.1002548560500145,
     "m": 0.5
    },
    {
     "p": 0.0004352121613919735,
     "m": 0.7702347040176392
    },
    {
     "p": 0.0004352121613919735,
     "m": 0.4917394518852234
    },
    {
     "p": 0.0004352121613919735,
     "m": 0.5940796136856079
    },
    {
     "p": 0.09513548016548157,
     "m": 0.8581144213676453
    },
    {
     "p": 0.0004352121613919735,
     "m": 0.8431103229522705
    },
    {
     "p": 0.004770608153194189,
     "m": 0.9499285221099854
    },
    {
     "p": 0.0884086936712265,
     "m": 0.459966242313385
    },
    {
     "p": 0.0004352121613919735,
     "m": 0.9382463693618774
    },
    {
     "p": 0.21174649894237518,
     "m": 0.9999065399169922
    },
    {
     "p": 0.2760787308216095,
     "m": 1.0
    },
    {
     "p": 0.0004352121613919735,
     "m": 1.0
    },
    {
     "p": 0.0004352121613919735,
     "m": 0.842301607131958
    },
    {
     "p": 0.0004352121613919735,
     "m": 0.7211633920669556
    },
    {
     "p": 0.0004352121613919735,
     "m": 0.7187575101852417
    },
    {
     "p": 0.0004352121613919735,
     "m": 0.7438201308250427
    },
    {
     "p": 0.0004352121613919735,
     "m": 0.6963624954223633
    },
    {
     "p": 0.0004352121613919735,
     "m": 0.7720131874084473
    },
    {
     "p": 0.0004352121613919735,
     "m": 0.7047806978225708
    },
    {
     "p": 0.0004352121613919735,
     "m": 0.5
    },
    {
     "p": 0.0004352121613919735,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 2.789246082305908,
   "val_loss": 1.0253561735153198,
   "acc": 64.97,
   "time": 154.44177878699975,
   "mix_dist": 0.4399331510066986,
   "param": [
    {
     "p": 0.22276796400547028,
     "m": 0.5
    },
    {
     "p": 0.0004349316586740315,
     "m": 0.5
    },
    {
     "p": 0.09340176731348038,
     "m": 0.5
    },
    {
     "p": 0.0004349316586740315,
     "m": 0.7695691585540771
    },
    {
     "p": 0.0004349316586740315,
     "m": 0.499910444021225
    },
    {
     "p": 0.0004349316586740315,
     "m": 0.595755398273468
    },
    {
     "p": 0.0950009673833847,
     "m": 0.856147289276123
    },
    {
     "p": 0.0004349316586740315,
     "m": 0.8549055457115173
    },
    {
     "p": 0.0013066683895885944,
     "m": 0.9585846066474915
    },
    {
     "p": 0.0808994472026825,
     "m": 0.4659309387207031
    },
    {
     "p": 0.0008719851612113416,
     "m": 0.9482200145721436
    },
    {
     "p": 0.21750397980213165,
     "m": 1.0
    },
    {
     "p": 0.2817235291004181,
     "m": 1.0
    },
    {
     "p": 0.0004349316586740315,
     "m": 1.0
    },
    {
     "p": 0.0004349316586740315,
     "m": 0.8382614254951477
    },
    {
     "p": 0.0004349316586740315,
     "m": 0.7377585768699646
    },
    {
     "p": 0.0004349316586740315,
     "m": 0.7283998727798462
    },
    {
     "p": 0.0004349316586740315,
     "m": 0.7509475946426392
    },
    {
     "p": 0.0004349316586740315,
     "m": 0.701827883720398
    },
    {
     "p": 0.0004349316586740315,
     "m": 0.7883331775665283
    },
    {
     "p": 0.0004349316586740315,
     "m": 0.711126446723938
    },
    {
     "p": 0.0004349316586740315,
     "m": 0.5
    },
    {
     "p": 0.0004349316586740315,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 3.074708938598633,
   "val_loss": 1.079030990600586,
   "acc": 62.75,
   "time": 153.4867368270002,
   "mix_dist": 0.43505099415779114,
   "param": [
    {
     "p": 0.22016605734825134,
     "m": 0.5
    },
    {
     "p": 0.00043489737436175346,
     "m": 0.5
    },
    {
     "p": 0.0923486053943634,
     "m": 0.5
    },
    {
     "p": 0.005498646758496761,
     "m": 0.7822778224945068
    },
    {
     "p": 0.00043489737436175346,
     "m": 0.511005163192749
    },
    {
     "p": 0.00043489737436175346,
     "m": 0.604947030544281
    },
    {
     "p": 0.08248898386955261,
     "m": 0.8482426404953003
    },
    {
     "p": 0.006874618120491505,
     "m": 0.8681715130805969
    },
    {
     "p": 0.01794600859284401,
     "m": 0.9762610197067261
    },
    {
     "p": 0.07515618205070496,
     "m": 0.4600086808204651
    },
    {
     "p": 0.00043489737436175346,
     "m": 0.9603899121284485
    },
    {
     "p": 0.2135569006204605,
     "m": 1.0
    },
    {
     "p": 0.27975600957870483,
     "m": 1.0
    },
    {
     "p": 0.00043489737436175346,
     "m": 1.0
    },
    {
     "p": 0.00047413870925083756,
     "m": 0.8513967990875244
    },
    {
     "p": 0.00043489737436175346,
     "m": 0.7377638220787048
    },
    {
     "p": 0.00043489737436175346,
     "m": 0.732437014579773
    },
    {
     "p": 0.00043489737436175346,
     "m": 0.7517151236534119
    },
    {
     "p": 0.00043489737436175346,
     "m": 0.6926477551460266
    },
    {
     "p": 0.0005152212106622756,
     "m": 0.7945605516433716
    },
    {
     "p": 0.00043489737436175346,
     "m": 0.7179552912712097
    },
    {
     "p": 0.00043489737436175346,
     "m": 0.5
    },
    {
     "p": 0.00043489737436175346,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 2.6134443283081055,
   "val_loss": 1.0261396169662476,
   "acc": 64.03,
   "time": 152.4282358129999,
   "mix_dist": 0.4240502715110779,
   "param": [
    {
     "p": 0.2196359634399414,
     "m": 0.5
    },
    {
     "p": 0.0004346322675701231,
     "m": 0.5
    },
    {
     "p": 0.0913575068116188,
     "m": 0.5
    },
    {
     "p": 0.005864351522177458,
     "m": 0.7772536873817444
    },
    {
     "p": 0.0004346322675701231,
     "m": 0.508104145526886
    },
    {
     "p": 0.0013338288990780711,
     "m": 0.6133830547332764
    },
    {
     "p": 0.07944460213184357,
     "m": 0.8464285135269165
    },
    {
     "p": 0.0004346322675701231,
     "m": 0.8607233762741089
    },
    {
     "p": 0.027171727269887924,
     "m": 0.991729199886322
    },
    {
     "p": 0.0719260722398758,
     "m": 0.46716973185539246
    },
    {
     "p": 0.009718750603497028,
     "m": 0.9891297817230225
    },
    {
     "p": 0.21557675302028656,
     "m": 1.0
    },
    {
     "p": 0.2723204791545868,
     "m": 1.0
    },
    {
     "p": 0.0004346322675701231,
     "m": 1.0
    },
    {
     "p": 0.0004346322675701231,
     "m": 0.8553845882415771
    },
    {
     "p": 0.0004346322675701231,
     "m": 0.7496123313903809
    },
    {
     "p": 0.0004346322675701231,
     "m": 0.7293338179588318
    },
    {
     "p": 0.0004346322675701231,
     "m": 0.7495114207267761
    },
    {
     "p": 0.0004346322675701231,
     "m": 0.6828179955482483
    },
    {
     "p": 0.0004346322675701231,
     "m": 0.8083658218383789
    },
    {
     "p": 0.0004346322675701231,
     "m": 0.7294798493385315
    },
    {
     "p": 0.0004346322675701231,
     "m": 0.5
    },
    {
     "p": 0.0004346322675701231,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 3.060102939605713,
   "val_loss": 1.0457844734191895,
   "acc": 64.47,
   "time": 150.09325509899918,
   "mix_dist": 0.4133424460887909,
   "param": [
    {
     "p": 0.2136547714471817,
     "m": 0.5
    },
    {
     "p": 0.0004346281639300287,
     "m": 0.5
    },
    {
     "p": 0.08758102357387543,
     "m": 0.5
    },
    {
     "p": 0.0004346281639300287,
     "m": 0.7689602375030518
    },
    {
     "p": 0.0004346281639300287,
     "m": 0.5228896141052246
    },
    {
     "p": 0.0004346281639300287,
     "m": 0.6080732345581055
    },
    {
     "p": 0.07876407355070114,
     "m": 0.8524906039237976
    },
    {
     "p": 0.013698994182050228,
     "m": 0.8792927861213684
    },
    {
     "p": 0.030954446643590927,
     "m": 1.0
    },
    {
     "p": 0.0788833498954773,
     "m": 0.44619467854499817
    },
    {
     "p": 0.0017947342712432146,
     "m": 1.0
    },
    {
     "p": 0.2148527354001999,
     "m": 1.0
    },
    {
     "p": 0.2737313210964203,
     "m": 1.0
    },
    {
     "p": 0.0004346281639300287,
     "m": 1.0
    },
    {
     "p": 0.0004346281639300287,
     "m": 0.8524479269981384
    },
    {
     "p": 0.0004346281639300287,
     "m": 0.7310178875923157
    },
    {
     "p": 0.0004346281639300287,
     "m": 0.7288166880607605
    },
    {
     "p": 0.0004346281639300287,
     "m": 0.7694954872131348
    },
    {
     "p": 0.0004346281639300287,
     "m": 0.6912111043930054
    },
    {
     "p": 0.0004346281639300287,
     "m": 0.8243751525878906
    },
    {
     "p": 0.0004346281639300287,
     "m": 0.7501946091651917
    },
    {
     "p": 0.0004346281639300287,
     "m": 0.5
    },
    {
     "p": 0.0004346281639300287,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 2.774221420288086,
   "val_loss": 1.1153697967529297,
   "acc": 65.1,
   "time": 151.7138553370005,
   "mix_dist": 0.41023433208465576,
   "param": [
    {
     "p": 0.2137683928012848,
     "m": 0.5
    },
    {
     "p": 0.0004347969370428473,
     "m": 0.5
    },
    {
     "p": 0.08399277180433273,
     "m": 0.5
    },
    {
     "p": 0.0004347969370428473,
     "m": 0.7658194303512573
    },
    {
     "p": 0.0004347969370428473,
     "m": 0.5150738954544067
    },
    {
     "p": 0.0004347969370428473,
     "m": 0.6066836714744568
    },
    {
     "p": 0.08361658453941345,
     "m": 0.8593250513076782
    },
    {
     "p": 0.0112449387088418,
     "m": 0.8829052448272705
    },
    {
     "p": 0.025836456567049026,
     "m": 1.0
    },
    {
     "p": 0.07173025608062744,
     "m": 0.44660189747810364
    },
    {
     "p": 0.012789932079613209,
     "m": 1.0
    },
    {
     "p": 0.21636229753494263,
     "m": 1.0
    },
    {
     "p": 0.27441415190696716,
     "m": 1.0
    },
    {
     "p": 0.0004347969370428473,
     "m": 1.0
    },
    {
     "p": 0.0004347969370428473,
     "m": 0.8465356230735779
    },
    {
     "p": 0.0004347969370428473,
     "m": 0.7206718921661377
    },
    {
     "p": 0.0004347969370428473,
     "m": 0.7042540907859802
    },
    {
     "p": 0.0004347969370428473,
     "m": 0.7633606195449829
    },
    {
     "p": 0.0004347969370428473,
     "m": 0.6867156624794006
    },
    {
     "p": 0.0004347969370428473,
     "m": 0.8339292407035828
    },
    {
     "p": 0.00045890355249866843,
     "m": 0.7505673170089722
    },
    {
     "p": 0.0004347969370428473,
     "m": 0.5
    },
    {
     "p": 0.0005679345340467989,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 2.470658302307129,
   "val_loss": 1.0760949850082397,
   "acc": 65.53,
   "time": 152.9094439499995,
   "mix_dist": 0.4074759781360626,
   "param": [
    {
     "p": 0.21780799329280853,
     "m": 0.5
    },
    {
     "p": 0.0004345877096056938,
     "m": 0.5
    },
    {
     "p": 0.08245541900396347,
     "m": 0.5
    },
    {
     "p": 0.005989114288240671,
     "m": 0.785933792591095
    },
    {
     "p": 0.0004345877096056938,
     "m": 0.5131328701972961
    },
    {
     "p": 0.0004345877096056938,
     "m": 0.616763710975647
    },
    {
     "p": 0.08372510224580765,
     "m": 0.8738312721252441
    },
    {
     "p": 0.008225069381296635,
     "m": 0.8939714431762695
    },
    {
     "p": 0.027438541874289513,
     "m": 1.0
    },
    {
     "p": 0.06449034810066223,
     "m": 0.45970460772514343
    },
    {
     "p": 0.013946879655122757,
     "m": 1.0
    },
    {
     "p": 0.2154300957918167,
     "m": 1.0
    },
    {
     "p": 0.27422723174095154,
     "m": 1.0
    },
    {
     "p": 0.0004345877096056938,
     "m": 1.0
    },
    {
     "p": 0.001049349782988429,
     "m": 0.847855269908905
    },
    {
     "p": 0.0004345877096056938,
     "m": 0.7202563881874084
    },
    {
     "p": 0.0004345877096056938,
     "m": 0.7269686460494995
    },
    {
     "p": 0.0004345877096056938,
     "m": 0.7572324872016907
    },
    {
     "p": 0.0004345877096056938,
     "m": 0.6955768465995789
    },
    {
     "p": 0.0004345877096056938,
     "m": 0.8412110805511475
    },
    {
     "p": 0.0004345877096056938,
     "m": 0.7607516646385193
    },
    {
     "p": 0.0004345877096056938,
     "m": 0.5
    },
    {
     "p": 0.0004345877096056938,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 2.4704246520996094,
   "val_loss": 0.9505094885826111,
   "acc": 64.38,
   "time": 148.44712888899994,
   "mix_dist": 0.4093461334705353,
   "param": [
    {
     "p": 0.23404082655906677,
     "m": 0.5
    },
    {
     "p": 0.00043530279072001576,
     "m": 0.5
    },
    {
     "p": 0.0799352154135704,
     "m": 0.5
    },
    {
     "p": 0.00043530279072001576,
     "m": 0.7931247353553772
    },
    {
     "p": 0.00043530279072001576,
     "m": 0.4998941719532013
    },
    {
     "p": 0.00043530279072001576,
     "m": 0.6165332794189453
    },
    {
     "p": 0.07644108682870865,
     "m": 0.8539344668388367
    },
    {
     "p": 0.0030614740680903196,
     "m": 0.8922551274299622
    },
    {
     "p": 0.021282576024532318,
     "m": 0.9988942742347717
    },
    {
     "p": 0.056428924202919006,
     "m": 0.475069522857666
    },
    {
     "p": 0.010703344829380512,
     "m": 1.0
    },
    {
     "p": 0.22192111611366272,
     "m": 1.0
    },
    {
     "p": 0.29009151458740234,
     "m": 1.0
    },
    {
     "p": 0.00043530279072001576,
     "m": 1.0
    },
    {
     "p": 0.00043530279072001576,
     "m": 0.843955397605896
    },
    {
     "p": 0.00043530279072001576,
     "m": 0.7099280953407288
    },
    {
     "p": 0.00043530279072001576,
     "m": 0.7425462007522583
    },
    {
     "p": 0.00043530279072001576,
     "m": 0.7697580456733704
    },
    {
     "p": 0.00043530279072001576,
     "m": 0.6898456811904907
    },
    {
     "p": 0.00043530279072001576,
     "m": 0.8499155044555664
    },
    {
     "p": 0.00043530279072001576,
     "m": 0.7614859342575073
    },
    {
     "p": 0.00043530279072001576,
     "m": 0.5
    },
    {
     "p": 0.00043530279072001576,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 2.817058563232422,
   "val_loss": 0.9941892623901367,
   "acc": 66.29,
   "time": 147.74165007899956,
   "mix_dist": 0.417935848236084,
   "param": [
    {
     "p": 0.2463041990995407,
     "m": 0.5
    },
    {
     "p": 0.00043527974048629403,
     "m": 0.5
    },
    {
     "p": 0.07982971519231796,
     "m": 0.5
    },
    {
     "p": 0.0019229062600061297,
     "m": 0.7904277443885803
    },
    {
     "p": 0.0007563030812889338,
     "m": 0.49066779017448425
    },
    {
     "p": 0.00043527974048629403,
     "m": 0.6259933710098267
    },
    {
     "p": 0.05537062883377075,
     "m": 0.852959156036377
    },
    {
     "p": 0.00043527974048629403,
     "m": 0.9013334512710571
    },
    {
     "p": 0.011699199676513672,
     "m": 1.0
    },
    {
     "p": 0.057053741067647934,
     "m": 0.4845285713672638
    },
    {
     "p": 0.00236247549764812,
     "m": 1.0
    },
    {
     "p": 0.23349644243717194,
     "m": 1.0
    },
    {
     "p": 0.30554601550102234,
     "m": 1.0
    },
    {
     "p": 0.00043527974048629403,
     "m": 1.0
    },
    {
     "p": 0.00043527974048629403,
     "m": 0.8459157943725586
    },
    {
     "p": 0.00043527974048629403,
     "m": 0.701564371585846
    },
    {
     "p": 0.00043527974048629403,
     "m": 0.7313957214355469
    },
    {
     "p": 0.00043527974048629403,
     "m": 0.7581424117088318
    },
    {
     "p": 0.00043527974048629403,
     "m": 0.7030078172683716
    },
    {
     "p": 0.00043527974048629403,
     "m": 0.859576940536499
    },
    {
     "p": 0.00043527974048629403,
     "m": 0.775108277797699
    },
    {
     "p": 0.00043527974048629403,
     "m": 0.5
    },
    {
     "p": 0.00043527974048629403,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 2.1405208110809326,
   "val_loss": 1.0116732120513916,
   "acc": 65.87,
   "time": 141.39282364599967,
   "mix_dist": 0.4142688810825348,
   "param": [
    {
     "p": 0.24144533276557922,
     "m": 0.5
    },
    {
     "p": 0.0004345427732914686,
     "m": 0.5
    },
    {
     "p": 0.08191798627376556,
     "m": 0.5
    },
    {
     "p": 0.0004345427732914686,
     "m": 0.7922781109809875
    },
    {
     "p": 0.00047671637730672956,
     "m": 0.49912968277931213
    },
    {
     "p": 0.0018191306153312325,
     "m": 0.6292804479598999
    },
    {
     "p": 0.052883993834257126,
     "m": 0.8596600294113159
    },
    {
     "p": 0.004990467336028814,
     "m": 0.9237080216407776
    },
    {
     "p": 0.00747573422268033,
     "m": 1.0
    },
    {
     "p": 0.06602093577384949,
     "m": 0.48524904251098633
    },
    {
     "p": 0.012082921341061592,
     "m": 1.0
    },
    {
     "p": 0.2236473262310028,
     "m": 1.0
    },
    {
     "p": 0.30196523666381836,
     "m": 1.0
    },
    {
     "p": 0.0004345427732914686,
     "m": 1.0
    },
    {
     "p": 0.0004345427732914686,
     "m": 0.841244101524353
    },
    {
     "p": 0.0004345427732914686,
     "m": 0.7070481777191162
    },
    {
     "p": 0.0004345427732914686,
     "m": 0.7270901799201965
    },
    {
     "p": 0.0004345427732914686,
     "m": 0.7608118057250977
    },
    {
     "p": 0.0004345427732914686,
     "m": 0.6882627606391907
    },
    {
     "p": 0.0004345427732914686,
     "m": 0.8694738149642944
    },
    {
     "p": 0.0004944055108353496,
     "m": 0.7887552976608276
    },
    {
     "p": 0.0004345427732914686,
     "m": 0.5
    },
    {
     "p": 0.0004345427732914686,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 2.768268585205078,
   "val_loss": 1.0308566093444824,
   "acc": 64.0,
   "time": 143.55616747600016,
   "mix_dist": 0.40651410818099976,
   "param": [
    {
     "p": 0.24260245263576508,
     "m": 0.5
    },
    {
     "p": 0.00043436873238533735,
     "m": 0.5
    },
    {
     "p": 0.08302290737628937,
     "m": 0.5
    },
    {
     "p": 0.0020993934012949467,
     "m": 0.7960600852966309
    },
    {
     "p": 0.00043436873238533735,
     "m": 0.49153050780296326
    },
    {
     "p": 0.00043436873238533735,
     "m": 0.6425171494483948
    },
    {
     "p": 0.05369183421134949,
     "m": 0.8478206396102905
    },
    {
     "p": 0.003097913460806012,
     "m": 0.9302660822868347
    },
    {
     "p": 0.005844284780323505,
     "m": 1.0
    },
    {
     "p": 0.0642533227801323,
     "m": 0.49555280804634094
    },
    {
     "p": 0.012869177386164665,
     "m": 1.0
    },
    {
     "p": 0.22301054000854492,
     "m": 1.0
    },
    {
     "p": 0.3026335835456848,
     "m": 1.0
    },
    {
     "p": 0.00043436873238533735,
     "m": 1.0
    },
    {
     "p": 0.00043436873238533735,
     "m": 0.8113844394683838
    },
    {
     "p": 0.00043436873238533735,
     "m": 0.7067591547966003
    },
    {
     "p": 0.00043436873238533735,
     "m": 0.7058411836624146
    },
    {
     "p": 0.00043436873238533735,
     "m": 0.7598780989646912
    },
    {
     "p": 0.00043436873238533735,
     "m": 0.6872298121452332
    },
    {
     "p": 0.00043436873238533735,
     "m": 0.874567449092865
    },
    {
     "p": 0.00043436873238533735,
     "m": 0.7902114391326904
    },
    {
     "p": 0.00043436873238533735,
     "m": 0.5
    },
    {
     "p": 0.001662424299865961,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 2.7569780349731445,
   "val_loss": 1.030372142791748,
   "acc": 66.02,
   "time": 144.8909320370003,
   "mix_dist": 0.4076361358165741,
   "param": [
    {
     "p": 0.25315093994140625,
     "m": 0.5
    },
    {
     "p": 0.0004349414666648954,
     "m": 0.5
    },
    {
     "p": 0.09046603739261627,
     "m": 0.5
    },
    {
     "p": 0.0004349414666648954,
     "m": 0.8030088543891907
    },
    {
     "p": 0.0004349414666648954,
     "m": 0.5018853545188904
    },
    {
     "p": 0.0004349414666648954,
     "m": 0.6375212669372559
    },
    {
     "p": 0.03974417597055435,
     "m": 0.835838258266449
    },
    {
     "p": 0.0019018431194126606,
     "m": 0.9323006868362427
    },
    {
     "p": 0.0004349414666648954,
     "m": 0.9998888969421387
    },
    {
     "p": 0.06642334163188934,
     "m": 0.4949083924293518
    },
    {
     "p": 0.009078104980289936,
     "m": 1.0
    },
    {
     "p": 0.2228439897298813,
     "m": 0.9998482465744019
    },
    {
     "p": 0.3087380826473236,
     "m": 1.0
    },
    {
     "p": 0.0004349414666648954,
     "m": 1.0
    },
    {
     "p": 0.0004349414666648954,
     "m": 0.7947704195976257
    },
    {
     "p": 0.0004349414666648954,
     "m": 0.7153370380401611
    },
    {
     "p": 0.0004349414666648954,
     "m": 0.7011339068412781
    },
    {
     "p": 0.0004349414666648954,
     "m": 0.7607981562614441
    },
    {
     "p": 0.0004349414666648954,
     "m": 0.6943108439445496
    },
    {
     "p": 0.0004349414666648954,
     "m": 0.8730455040931702
    },
    {
     "p": 0.001564509468153119,
     "m": 0.8072174787521362
    },
    {
     "p": 0.0004349414666648954,
     "m": 0.5
    },
    {
     "p": 0.0004349414666648954,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 2.780207633972168,
   "val_loss": 0.8511880040168762,
   "acc": 66.36,
   "time": 147.57276097500016,
   "mix_dist": 0.3951226770877838,
   "param": [
    {
     "p": 0.24249687790870667,
     "m": 0.5
    },
    {
     "p": 0.0004341877356637269,
     "m": 0.5
    },
    {
     "p": 0.08606056869029999,
     "m": 0.5
    },
    {
     "p": 0.005110432393848896,
     "m": 0.8102952241897583
    },
    {
     "p": 0.0004341877356637269,
     "m": 0.5226357579231262
    },
    {
     "p": 0.0004341877356637269,
     "m": 0.6282257437705994
    },
    {
     "p": 0.04523952677845955,
     "m": 0.8507723212242126
    },
    {
     "p": 0.01852738857269287,
     "m": 0.9382400512695312
    },
    {
     "p": 0.009283284656703472,
     "m": 1.0
    },
    {
     "p": 0.05806104838848114,
     "m": 0.4937068223953247
    },
    {
     "p": 0.01626216433942318,
     "m": 0.9986327886581421
    },
    {
     "p": 0.2154397964477539,
     "m": 1.0
    },
    {
     "p": 0.29681479930877686,
     "m": 1.0
    },
    {
     "p": 0.0004341877356637269,
     "m": 1.0
    },
    {
     "p": 0.0013841551262885332,
     "m": 0.8008638620376587
    },
    {
     "p": 0.000544127426110208,
     "m": 0.7219302654266357
    },
    {
     "p": 0.0004341877356637269,
     "m": 0.6882850527763367
    },
    {
     "p": 0.0004341877356637269,
     "m": 0.7480039000511169
    },
    {
     "p": 0.0004341877356637269,
     "m": 0.695958137512207
    },
    {
     "p": 0.0004341877356637269,
     "m": 0.8814165592193604
    },
    {
     "p": 0.0004341877356637269,
     "m": 0.8247743844985962
    },
    {
     "p": 0.0004341877356637269,
     "m": 0.5
    },
    {
     "p": 0.0004341877356637269,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 2.2948243618011475,
   "val_loss": 0.9917806386947632,
   "acc": 66.33,
   "time": 143.0802708350002,
   "mix_dist": 0.3927246034145355,
   "param": [
    {
     "p": 0.252057820558548,
     "m": 0.5
    },
    {
     "p": 0.00043482985347509384,
     "m": 0.5
    },
    {
     "p": 0.09348025918006897,
     "m": 0.5
    },
    {
     "p": 0.00043482985347509384,
     "m": 0.812831461429596
    },
    {
     "p": 0.00043482985347509384,
     "m": 0.5354965329170227
    },
    {
     "p": 0.00043482985347509384,
     "m": 0.633316159248352
    },
    {
     "p": 0.03172871842980385,
     "m": 0.8585794568061829
    },
    {
     "p": 0.01054401695728302,
     "m": 0.942565381526947
    },
    {
     "p": 0.009210066869854927,
     "m": 1.0
    },
    {
     "p": 0.06165887042880058,
     "m": 0.5073285102844238
    },
    {
     "p": 0.020649438723921776,
     "m": 1.0
    },
    {
     "p": 0.22056609392166138,
     "m": 1.0
    },
    {
     "p": 0.29401731491088867,
     "m": 1.0
    },
    {
     "p": 0.00043482985347509384,
     "m": 1.0
    },
    {
     "p": 0.00043482985347509384,
     "m": 0.8000674247741699
    },
    {
     "p": 0.00043482985347509384,
     "m": 0.7171435356140137
    },
    {
     "p": 0.00043482985347509384,
     "m": 0.6833660006523132
    },
    {
     "p": 0.00043482985347509384,
     "m": 0.7471684813499451
    },
    {
     "p": 0.00043482985347509384,
     "m": 0.693920910358429
    },
    {
     "p": 0.00043482985347509384,
     "m": 0.8913010954856873
    },
    {
     "p": 0.00043482985347509384,
     "m": 0.8205921053886414
    },
    {
     "p": 0.00043482985347509384,
     "m": 0.5
    },
    {
     "p": 0.00043482985347509384,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 2.7146334648132324,
   "val_loss": 0.9833280444145203,
   "acc": 66.09,
   "time": 143.1244540330008,
   "mix_dist": 0.40139737725257874,
   "param": [
    {
     "p": 0.2558721601963043,
     "m": 0.5
    },
    {
     "p": 0.000435412279330194,
     "m": 0.5
    },
    {
     "p": 0.08950145542621613,
     "m": 0.5
    },
    {
     "p": 0.000435412279330194,
     "m": 0.8184481859207153
    },
    {
     "p": 0.000435412279330194,
     "m": 0.5317173004150391
    },
    {
     "p": 0.000435412279330194,
     "m": 0.6421582102775574
    },
    {
     "p": 0.0349198542535305,
     "m": 0.860828161239624
    },
    {
     "p": 0.009413645602762699,
     "m": 0.9487254619598389
    },
    {
     "p": 0.0011923639103770256,
     "m": 1.0
    },
    {
     "p": 0.06135375052690506,
     "m": 0.5210787057876587
    },
    {
     "p": 0.02734554372727871,
     "m": 1.0
    },
    {
     "p": 0.22212937474250793,
     "m": 1.0
    },
    {
     "p": 0.29217633605003357,
     "m": 1.0
    },
    {
     "p": 0.000435412279330194,
     "m": 1.0
    },
    {
     "p": 0.000435412279330194,
     "m": 0.7995989918708801
    },
    {
     "p": 0.000435412279330194,
     "m": 0.7204733490943909
    },
    {
     "p": 0.000435412279330194,
     "m": 0.678587794303894
    },
    {
     "p": 0.000435412279330194,
     "m": 0.7561568021774292
    },
    {
     "p": 0.000435412279330194,
     "m": 0.7039409279823303
    },
    {
     "p": 0.000435412279330194,
     "m": 0.9032770395278931
    },
    {
     "p": 0.000435412279330194,
     "m": 0.8286439180374146
    },
    {
     "p": 0.000435412279330194,
     "m": 0.5
    },
    {
     "p": 0.000435412279330194,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 2.4067025184631348,
   "val_loss": 0.9657914042472839,
   "acc": 66.86,
   "time": 137.2511431009998,
   "mix_dist": 0.4114265441894531,
   "param": [
    {
     "p": 0.26064857840538025,
     "m": 0.5
    },
    {
     "p": 0.00043507493683137,
     "m": 0.5
    },
    {
     "p": 0.07901463657617569,
     "m": 0.5
    },
    {
     "p": 0.00043507493683137,
     "m": 0.8204431533813477
    },
    {
     "p": 0.00043507493683137,
     "m": 0.5440343022346497
    },
    {
     "p": 0.00043507493683137,
     "m": 0.647121787071228
    },
    {
     "p": 0.02838653139770031,
     "m": 0.8628311157226562
    },
    {
     "p": 0.00043507493683137,
     "m": 0.9589381814002991
    },
    {
     "p": 0.0033652212005108595,
     "m": 1.0
    },
    {
     "p": 0.05863821133971214,
     "m": 0.5322611927986145
    },
    {
     "p": 0.02414870262145996,
     "m": 1.0
    },
    {
     "p": 0.23398549854755402,
     "m": 1.0
    },
    {
     "p": 0.305286705493927,
     "m": 1.0
    },
    {
     "p": 0.00043507493683137,
     "m": 1.0
    },
    {
     "p": 0.00043507493683137,
     "m": 0.7983608245849609
    },
    {
     "p": 0.00043507493683137,
     "m": 0.7079254388809204
    },
    {
     "p": 0.00043507493683137,
     "m": 0.6928715109825134
    },
    {
     "p": 0.00043507493683137,
     "m": 0.7642508745193481
    },
    {
     "p": 0.00043507493683137,
     "m": 0.701839029788971
    },
    {
     "p": 0.00043507493683137,
     "m": 0.9143581390380859
    },
    {
     "p": 0.00043507493683137,
     "m": 0.8353654146194458
    },
    {
     "p": 0.00043507493683137,
     "m": 0.5
    },
    {
     "p": 0.00043507493683137,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 2.6427159309387207,
   "val_loss": 0.9783149361610413,
   "acc": 65.61,
   "time": 132.01849698200022,
   "mix_dist": 0.4118134081363678,
   "param": [
    {
     "p": 0.2681572139263153,
     "m": 0.5
    },
    {
     "p": 0.00043433287646621466,
     "m": 0.5
    },
    {
     "p": 0.06883781403303146,
     "m": 0.5
    },
    {
     "p": 0.0006987624219618738,
     "m": 0.8099269270896912
    },
    {
     "p": 0.003080586437135935,
     "m": 0.546872615814209
    },
    {
     "p": 0.00043433287646621466,
     "m": 0.6454035639762878
    },
    {
     "p": 0.011081524193286896,
     "m": 0.8545087575912476
    },
    {
     "p": 0.000977099989540875,
     "m": 0.9700741171836853
    },
    {
     "p": 0.009126225486397743,
     "m": 0.9998067021369934
    },
    {
     "p": 0.0609745979309082,
     "m": 0.5414839386940002
    },
    {
     "p": 0.02721348963677883,
     "m": 0.99662184715271
    },
    {
     "p": 0.2338331937789917,
     "m": 1.0
    },
    {
     "p": 0.3081968426704407,
     "m": 1.0
    },
    {
     "p": 0.0014373419107869267,
     "m": 1.0
    },
    {
     "p": 0.00043433287646621466,
     "m": 0.8179856538772583
    },
    {
     "p": 0.00043433287646621466,
     "m": 0.6976473927497864
    },
    {
     "p": 0.0005257512093521655,
     "m": 0.6990432739257812
    },
    {
     "p": 0.00043433287646621466,
     "m": 0.7652418613433838
    },
    {
     "p": 0.00043433287646621466,
     "m": 0.7095713019371033
    },
    {
     "p": 0.00043433287646621466,
     "m": 0.9161999821662903
    },
    {
     "p": 0.0007282251608557999,
     "m": 0.8264200091362
    },
    {
     "p": 0.00043433287646621466,
     "m": 0.5
    },
    {
     "p": 0.0016568157589063048,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 2.2804460525512695,
   "val_loss": 1.050059199333191,
   "acc": 67.41,
   "time": 135.56455885299965,
   "mix_dist": 0.3957028090953827,
   "param": [
    {
     "p": 0.270834743976593,
     "m": 0.5
    },
    {
     "p": 0.0006543074268847704,
     "m": 0.5
    },
    {
     "p": 0.07638277858495712,
     "m": 0.5
    },
    {
     "p": 0.001357386470772326,
     "m": 0.8130873441696167
    },
    {
     "p": 0.0017077940283343196,
     "m": 0.5604572892189026
    },
    {
     "p": 0.00043421995360404253,
     "m": 0.6576763987541199
    },
    {
     "p": 0.015466533601284027,
     "m": 0.85431307554245
    },
    {
     "p": 0.00043421995360404253,
     "m": 0.9784466028213501
    },
    {
     "p": 0.00043421995360404253,
     "m": 0.9977080225944519
    },
    {
     "p": 0.06624630093574524,
     "m": 0.5502800941467285
    },
    {
     "p": 0.027283867821097374,
     "m": 0.9997224807739258
    },
    {
     "p": 0.2287076711654663,
     "m": 1.0
    },
    {
     "p": 0.3049752116203308,
     "m": 1.0
    },
    {
     "p": 0.00043421995360404253,
     "m": 1.0
    },
    {
     "p": 0.00043421995360404253,
     "m": 0.8197483420372009
    },
    {
     "p": 0.00047551459283567965,
     "m": 0.7107483148574829
    },
    {
     "p": 0.00043421995360404253,
     "m": 0.6923206448554993
    },
    {
     "p": 0.00043421995360404253,
     "m": 0.751698911190033
    },
    {
     "p": 0.00043421995360404253,
     "m": 0.7213168740272522
    },
    {
     "p": 0.00043421995360404253,
     "m": 0.9192372560501099
    },
    {
     "p": 0.0011316218879073858,
     "m": 0.8328937888145447
    },
    {
     "p": 0.00043421995360404253,
     "m": 0.5
    },
    {
     "p": 0.00043421995360404253,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 2.527989149093628,
   "val_loss": 1.0616486072540283,
   "acc": 66.62,
   "time": 134.14038414599963,
   "mix_dist": 0.38285571336746216,
   "param": [
    {
     "p": 0.26538556814193726,
     "m": 0.5
    },
    {
     "p": 0.00043550541158765554,
     "m": 0.5
    },
    {
     "p": 0.07546982169151306,
     "m": 0.5
    },
    {
     "p": 0.00043550541158765554,
     "m": 0.8176286220550537
    },
    {
     "p": 0.00043550541158765554,
     "m": 0.5522540211677551
    },
    {
     "p": 0.00043550541158765554,
     "m": 0.6566005945205688
    },
    {
     "p": 0.027432013303041458,
     "m": 0.8627989888191223
    },
    {
     "p": 0.00043550541158765554,
     "m": 0.9881711006164551
    },
    {
     "p": 0.0013535231119021773,
     "m": 0.9999831914901733
    },
    {
     "p": 0.06958711892366409,
     "m": 0.5540770292282104
    },
    {
     "p": 0.02724343165755272,
     "m": 0.9997798800468445
    },
    {
     "p": 0.22426332533359528,
     "m": 1.0
    },
    {
     "p": 0.3027328550815582,
     "m": 1.0
    },
    {
     "p": 0.00043550541158765554,
     "m": 1.0
    },
    {
     "p": 0.00043550541158765554,
     "m": 0.8178350925445557
    },
    {
     "p": 0.00043550541158765554,
     "m": 0.7144746780395508
    },
    {
     "p": 0.00043550541158765554,
     "m": 0.686473548412323
    },
    {
     "p": 0.00043550541158765554,
     "m": 0.7544833421707153
    },
    {
     "p": 0.00043550541158765554,
     "m": 0.7203760147094727
    },
    {
     "p": 0.00043550541158765554,
     "m": 0.9207408428192139
    },
    {
     "p": 0.00043550541158765554,
     "m": 0.8367005586624146
    },
    {
     "p": 0.00043550541158765554,
     "m": 0.5
    },
    {
     "p": 0.00043550541158765554,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 2.0769131183624268,
   "val_loss": 0.9150832295417786,
   "acc": 66.21,
   "time": 130.97382964200006,
   "mix_dist": 0.3875468373298645,
   "param": [
    {
     "p": 0.27335405349731445,
     "m": 0.5
    },
    {
     "p": 0.00043459885637275875,
     "m": 0.5
    },
    {
     "p": 0.06849606335163116,
     "m": 0.5
    },
    {
     "p": 0.00043459885637275875,
     "m": 0.8096280097961426
    },
    {
     "p": 0.00043459885637275875,
     "m": 0.5646473169326782
    },
    {
     "p": 0.0006206945399753749,
     "m": 0.6664610505104065
    },
    {
     "p": 0.03295120596885681,
     "m": 0.871605634689331
    },
    {
     "p": 0.00043459885637275875,
     "m": 0.9963230490684509
    },
    {
     "p": 0.002960437210276723,
     "m": 1.0
    },
    {
     "p": 0.062126144766807556,
     "m": 0.5694279670715332
    },
    {
     "p": 0.019210871309041977,
     "m": 1.0
    },
    {
     "p": 0.232976496219635,
     "m": 1.0
    },
    {
     "p": 0.3012198805809021,
     "m": 1.0
    },
    {
     "p": 0.00043459885637275875,
     "m": 1.0
    },
    {
     "p": 0.00043459885637275875,
     "m": 0.8089912533760071
    },
    {
     "p": 0.00043459885637275875,
     "m": 0.7181278467178345
    },
    {
     "p": 0.00043459885637275875,
     "m": 0.6995173096656799
    },
    {
     "p": 0.00043459885637275875,
     "m": 0.7565781474113464
    },
    {
     "p": 0.00043459885637275875,
     "m": 0.7208212614059448
    },
    {
     "p": 0.00043459885637275875,
     "m": 0.9276235103607178
    },
    {
     "p": 0.00043459885637275875,
     "m": 0.8399712443351746
    },
    {
     "p": 0.00043459885637275875,
     "m": 0.5
    },
    {
     "p": 0.00043459885637275875,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 2.6553544998168945,
   "val_loss": 0.8360506296157837,
   "acc": 66.09,
   "time": 126.14935781999975,
   "mix_dist": 0.38417038321495056,
   "param": [
    {
     "p": 0.2816050350666046,
     "m": 0.5
    },
    {
     "p": 0.0004353651311248541,
     "m": 0.5
    },
    {
     "p": 0.06988982111215591,
     "m": 0.5
    },
    {
     "p": 0.0004353651311248541,
     "m": 0.809255063533783
    },
    {
     "p": 0.0004353651311248541,
     "m": 0.5382347702980042
    },
    {
     "p": 0.0004353651311248541,
     "m": 0.67998206615448
    },
    {
     "p": 0.014500088058412075,
     "m": 0.869913637638092
    },
    {
     "p": 0.0004353651311248541,
     "m": 1.0
    },
    {
     "p": 0.0038371970877051353,
     "m": 1.0
    },
    {
     "p": 0.060854434967041016,
     "m": 0.5794064402580261
    },
    {
     "p": 0.015187972225248814,
     "m": 1.0
    },
    {
     "p": 0.23831939697265625,
     "m": 0.9999225735664368
    },
    {
     "p": 0.3092758357524872,
     "m": 1.0
    },
    {
     "p": 0.0004353651311248541,
     "m": 1.0
    },
    {
     "p": 0.0004353651311248541,
     "m": 0.8273383378982544
    },
    {
     "p": 0.0004353651311248541,
     "m": 0.7249927520751953
    },
    {
     "p": 0.0004353651311248541,
     "m": 0.7038401961326599
    },
    {
     "p": 0.0004353651311248541,
     "m": 0.7561187148094177
    },
    {
     "p": 0.0004353651311248541,
     "m": 0.7170020937919617
    },
    {
     "p": 0.0004353651311248541,
     "m": 0.933276891708374
    },
    {
     "p": 0.0004353651311248541,
     "m": 0.8384739756584167
    },
    {
     "p": 0.0004353651311248541,
     "m": 0.5
    },
    {
     "p": 0.0004353651311248541,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 2.212836503982544,
   "val_loss": 0.8084390163421631,
   "acc": 67.55,
   "time": 121.0042070519994,
   "mix_dist": 0.3906344771385193,
   "param": [
    {
     "p": 0.2913784384727478,
     "m": 0.5
    },
    {
     "p": 0.0005314641748555005,
     "m": 0.5
    },
    {
     "p": 0.05706692487001419,
     "m": 0.5
    },
    {
     "p": 0.0004348433285485953,
     "m": 0.8194292187690735
    },
    {
     "p": 0.00048404905828647316,
     "m": 0.5298372507095337
    },
    {
     "p": 0.0004348433285485953,
     "m": 0.6786232590675354
    },
    {
     "p": 0.012836161069571972,
     "m": 0.8844267725944519
    },
    {
     "p": 0.0004348433285485953,
     "m": 0.9996542930603027
    },
    {
     "p": 0.0004348433285485953,
     "m": 0.9967694878578186
    },
    {
     "p": 0.049552131444215775,
     "m": 0.598108172416687
    },
    {
     "p": 0.006243198178708553,
     "m": 1.0
    },
    {
     "p": 0.25268056988716125,
     "m": 1.0
    },
    {
     "p": 0.323139488697052,
     "m": 1.0
    },
    {
     "p": 0.0004348433285485953,
     "m": 1.0
    },
    {
     "p": 0.0004348433285485953,
     "m": 0.8282705545425415
    },
    {
     "p": 0.0004348433285485953,
     "m": 0.7236608266830444
    },
    {
     "p": 0.0004348433285485953,
     "m": 0.695540726184845
    },
    {
     "p": 0.0004348433285485953,
     "m": 0.7604876160621643
    },
    {
     "p": 0.0004348433285485953,
     "m": 0.7202491760253906
    },
    {
     "p": 0.0004348433285485953,
     "m": 0.933554470539093
    },
    {
     "p": 0.0004348433285485953,
     "m": 0.8402752876281738
    },
    {
     "p": 0.0004348433285485953,
     "m": 0.5
    },
    {
     "p": 0.0004348433285485953,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 2.580308675765991,
   "val_loss": 0.9349307417869568,
   "acc": 67.56,
   "time": 123.46207640099965,
   "mix_dist": 0.38494443893432617,
   "param": [
    {
     "p": 0.27841830253601074,
     "m": 0.5
    },
    {
     "p": 0.0004360188904684037,
     "m": 0.5
    },
    {
     "p": 0.06083473190665245,
     "m": 0.5
    },
    {
     "p": 0.0004360188904684037,
     "m": 0.8057692646980286
    },
    {
     "p": 0.0004842432390432805,
     "m": 0.532760500907898
    },
    {
     "p": 0.0004360188904684037,
     "m": 0.6692531108856201
    },
    {
     "p": 0.035204119980335236,
     "m": 0.8972290754318237
    },
    {
     "p": 0.0010413308627903461,
     "m": 1.0
    },
    {
     "p": 0.0009195271995849907,
     "m": 0.9995734095573425
    },
    {
     "p": 0.06396015733480453,
     "m": 0.6084437966346741
    },
    {
     "p": 0.014476827345788479,
     "m": 1.0
    },
    {
     "p": 0.24114841222763062,
     "m": 1.0
    },
    {
     "p": 0.2973395586013794,
     "m": 1.0
    },
    {
     "p": 0.00045457022497430444,
     "m": 1.0
    },
    {
     "p": 0.0004360188904684037,
     "m": 0.8264341950416565
    },
    {
     "p": 0.0004360188904684037,
     "m": 0.7228766083717346
    },
    {
     "p": 0.0004360188904684037,
     "m": 0.6888076663017273
    },
    {
     "p": 0.0004360188904684037,
     "m": 0.7613660097122192
    },
    {
     "p": 0.0004360188904684037,
     "m": 0.7156509757041931
    },
    {
     "p": 0.0004360188904684037,
     "m": 0.9447387456893921
    },
    {
     "p": 0.0009221850195899606,
     "m": 0.852415919303894
    },
    {
     "p": 0.0004360188904684037,
     "m": 0.5
    },
    {
     "p": 0.0004360188904684037,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 2.5059280395507812,
   "val_loss": 0.9197201728820801,
   "acc": 66.39,
   "time": 122.27889982299985,
   "mix_dist": 0.3760683238506317,
   "param": [
    {
     "p": 0.28079473972320557,
     "m": 0.5
    },
    {
     "p": 0.0004348813381511718,
     "m": 0.5
    },
    {
     "p": 0.06105375662446022,
     "m": 0.5
    },
    {
     "p": 0.0009096618741750717,
     "m": 0.8022875189781189
    },
    {
     "p": 0.0004348813381511718,
     "m": 0.5511718392372131
    },
    {
     "p": 0.002183377044275403,
     "m": 0.6721453666687012
    },
    {
     "p": 0.036691080778837204,
     "m": 0.9032180309295654
    },
    {
     "p": 0.0004348813381511718,
     "m": 0.9982959628105164
    },
    {
     "p": 0.007767229340970516,
     "m": 1.0
    },
    {
     "p": 0.06850165873765945,
     "m": 0.6158409118652344
    },
    {
     "p": 0.014047563076019287,
     "m": 0.9998984932899475
    },
    {
     "p": 0.22878018021583557,
     "m": 1.0
    },
    {
     "p": 0.2936175763607025,
     "m": 1.0
    },
    {
     "p": 0.0004348813381511718,
     "m": 1.0
    },
    {
     "p": 0.0004348813381511718,
     "m": 0.8164618611335754
    },
    {
     "p": 0.0004348813381511718,
     "m": 0.7274461388587952
    },
    {
     "p": 0.0004348813381511718,
     "m": 0.6917244791984558
    },
    {
     "p": 0.0004348813381511718,
     "m": 0.7602157592773438
    },
    {
     "p": 0.0004348813381511718,
     "m": 0.7136682868003845
    },
    {
     "p": 0.0004348813381511718,
     "m": 0.9535890221595764
    },
    {
     "p": 0.0004348813381511718,
     "m": 0.8635114431381226
    },
    {
     "p": 0.0004348813381511718,
     "m": 0.5
    },
    {
     "p": 0.0004348813381511718,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 2.690565347671509,
   "val_loss": 0.8540887236595154,
   "acc": 66.06,
   "time": 117.14051703800033,
   "mix_dist": 0.3779708445072174,
   "param": [
    {
     "p": 0.2753393054008484,
     "m": 0.5
    },
    {
     "p": 0.00043533334974199533,
     "m": 0.5
    },
    {
     "p": 0.05969633907079697,
     "m": 0.5
    },
    {
     "p": 0.004343418404459953,
     "m": 0.8058404326438904
    },
    {
     "p": 0.00043533334974199533,
     "m": 0.5515713095664978
    },
    {
     "p": 0.00043533334974199533,
     "m": 0.6788882613182068
    },
    {
     "p": 0.03605419769883156,
     "m": 0.9087396860122681
    },
    {
     "p": 0.010574502870440483,
     "m": 0.996921718120575
    },
    {
     "p": 0.0021208184771239758,
     "m": 1.0
    },
    {
     "p": 0.06648710370063782,
     "m": 0.6384180188179016
    },
    {
     "p": 0.004390902817249298,
     "m": 1.0
    },
    {
     "p": 0.23206503689289093,
     "m": 1.0
    },
    {
     "p": 0.30326923727989197,
     "m": 1.0
    },
    {
     "p": 0.00043533334974199533,
     "m": 1.0
    },
    {
     "p": 0.00043533334974199533,
     "m": 0.8010855913162231
    },
    {
     "p": 0.00043533334974199533,
     "m": 0.72336745262146
    },
    {
     "p": 0.00043533334974199533,
     "m": 0.6936898827552795
    },
    {
     "p": 0.00043533334974199533,
     "m": 0.7544242143630981
    },
    {
     "p": 0.00043533334974199533,
     "m": 0.7254499793052673
    },
    {
     "p": 0.00043533334974199533,
     "m": 0.9537206292152405
    },
    {
     "p": 0.00043533334974199533,
     "m": 0.8739897608757019
    },
    {
     "p": 0.00043533334974199533,
     "m": 0.5
    },
    {
     "p": 0.00043533334974199533,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 2.450730562210083,
   "val_loss": 0.9029831886291504,
   "acc": 66.84,
   "time": 133.83762939000007,
   "mix_dist": 0.39149272441864014,
   "param": [
    {
     "p": 0.28311097621917725,
     "m": 0.5
    },
    {
     "p": 0.0004357016005087644,
     "m": 0.5
    },
    {
     "p": 0.06600406020879745,
     "m": 0.5
    },
    {
     "p": 0.0007881990168243647,
     "m": 0.8044095039367676
    },
    {
     "p": 0.0004357016005087644,
     "m": 0.553566575050354
    },
    {
     "p": 0.0004357016005087644,
     "m": 0.6791492700576782
    },
    {
     "p": 0.0263944361358881,
     "m": 0.9046506881713867
    },
    {
     "p": 0.0004357016005087644,
     "m": 1.0
    },
    {
     "p": 0.0004357016005087644,
     "m": 0.9967107772827148
    },
    {
     "p": 0.07126905769109726,
     "m": 0.6543024182319641
    },
    {
     "p": 0.0004357016005087644,
     "m": 1.0
    },
    {
     "p": 0.24233105778694153,
     "m": 1.0
    },
    {
     "p": 0.30295872688293457,
     "m": 1.0
    },
    {
     "p": 0.0006081944447942078,
     "m": 1.0
    },
    {
     "p": 0.0004357016005087644,
     "m": 0.7929650545120239
    },
    {
     "p": 0.0004357016005087644,
     "m": 0.7205811738967896
    },
    {
     "p": 0.0004357016005087644,
     "m": 0.6901065111160278
    },
    {
     "p": 0.0004357016005087644,
     "m": 0.7511773109436035
    },
    {
     "p": 0.0004357016005087644,
     "m": 0.7372022867202759
    },
    {
     "p": 0.0004357016005087644,
     "m": 0.9565802216529846
    },
    {
     "p": 0.0004357016005087644,
     "m": 0.8794740438461304
    },
    {
     "p": 0.0004357016005087644,
     "m": 0.5
    },
    {
     "p": 0.0004357016005087644,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 2.31398606300354,
   "val_loss": 0.9400217533111572,
   "acc": 67.46,
   "time": 113.7845128300005,
   "mix_dist": 0.394980251789093,
   "param": [
    {
     "p": 0.2831886112689972,
     "m": 0.5
    },
    {
     "p": 0.0004350730450823903,
     "m": 0.5
    },
    {
     "p": 0.04410792142152786,
     "m": 0.5
    },
    {
     "p": 0.0004350730450823903,
     "m": 0.7975721955299377
    },
    {
     "p": 0.0006102885818108916,
     "m": 0.5474441647529602
    },
    {
     "p": 0.00044356382568366826,
     "m": 0.6961367726325989
    },
    {
     "p": 0.03243326395750046,
     "m": 0.8959600329399109
    },
    {
     "p": 0.002664524596184492,
     "m": 0.9919031262397766
    },
    {
     "p": 0.011263178661465645,
     "m": 0.9992232918739319
    },
    {
     "p": 0.07410457730293274,
     "m": 0.6678405404090881
    },
    {
     "p": 0.0004350730450823903,
     "m": 0.9997634887695312
    },
    {
     "p": 0.23913808166980743,
     "m": 1.0
    },
    {
     "p": 0.3054189383983612,
     "m": 1.0
    },
    {
     "p": 0.0014063906855881214,
     "m": 1.0
    },
    {
     "p": 0.0004350730450823903,
     "m": 0.797232985496521
    },
    {
     "p": 0.0004350730450823903,
     "m": 0.7298033833503723
    },
    {
     "p": 0.0004350730450823903,
     "m": 0.6996973156929016
    },
    {
     "p": 0.0004350730450823903,
     "m": 0.7492480874061584
    },
    {
     "p": 0.0004350730450823903,
     "m": 0.74530428647995
    },
    {
     "p": 0.0004350730450823903,
     "m": 0.9636763334274292
    },
    {
     "p": 0.0004350730450823903,
     "m": 0.88607257604599
    },
    {
     "p": 0.0004350730450823903,
     "m": 0.5
    },
    {
     "p": 0.0004350730450823903,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 2.2934398651123047,
   "val_loss": 0.9624016880989075,
   "acc": 67.3,
   "time": 89.75490239400006,
   "mix_dist": 0.40525534749031067,
   "param": [
    {
     "p": 0.286022424697876,
     "m": 0.5
    },
    {
     "p": 0.0004352602700237185,
     "m": 0.5
    },
    {
     "p": 0.023097554221749306,
     "m": 0.5
    },
    {
     "p": 0.0004352602700237185,
     "m": 0.7848135232925415
    },
    {
     "p": 0.0004352602700237185,
     "m": 0.536253035068512
    },
    {
     "p": 0.0004352602700237185,
     "m": 0.7048544883728027
    },
    {
     "p": 0.009432594291865826,
     "m": 0.8604852557182312
    },
    {
     "p": 0.0004946933477185667,
     "m": 0.9996778964996338
    },
    {
     "p": 0.021984655410051346,
     "m": 1.0
    },
    {
     "p": 0.07462797313928604,
     "m": 0.6992844343185425
    },
    {
     "p": 0.009662594646215439,
     "m": 0.9998804926872253
    },
    {
     "p": 0.2517300546169281,
     "m": 0.9998570680618286
    },
    {
     "p": 0.31508034467697144,
     "m": 1.0
    },
    {
     "p": 0.0004352602700237185,
     "m": 1.0
    },
    {
     "p": 0.0004832189588341862,
     "m": 0.7913928627967834
    },
    {
     "p": 0.0004352602700237185,
     "m": 0.7077761292457581
    },
    {
     "p": 0.0004352602700237185,
     "m": 0.6956235766410828
    },
    {
     "p": 0.0004352602700237185,
     "m": 0.7645062804222107
    },
    {
     "p": 0.0004352602700237185,
     "m": 0.745421290397644
    },
    {
     "p": 0.0005191004020161927,
     "m": 0.9665464758872986
    },
    {
     "p": 0.0004352602700237185,
     "m": 0.8874202966690063
    },
    {
     "p": 0.0004352602700237185,
     "m": 0.5
    },
    {
     "p": 0.002077041659504175,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 2.371446132659912,
   "val_loss": 0.8832979202270508,
   "acc": 67.58,
   "time": 50.734834953000245,
   "mix_dist": 0.4096677899360657,
   "param": [
    {
     "p": 0.2874331772327423,
     "m": 0.5
    },
    {
     "p": 0.0004339897714089602,
     "m": 0.5
    },
    {
     "p": 0.020135918632149696,
     "m": 0.5
    },
    {
     "p": 0.0004339897714089602,
     "m": 0.7760378122329712
    },
    {
     "p": 0.0004339897714089602,
     "m": 0.5463456511497498
    },
    {
     "p": 0.0004339897714089602,
     "m": 0.7111982703208923
    },
    {
     "p": 0.0004339897714089602,
     "m": 0.8543058633804321
    },
    {
     "p": 0.0012300818925723433,
     "m": 0.9970283508300781
    },
    {
     "p": 0.028477545827627182,
     "m": 1.0
    },
    {
     "p": 0.07170061767101288,
     "m": 0.7235930562019348
    },
    {
     "p": 0.019541312009096146,
     "m": 1.0
    },
    {
     "p": 0.24627147614955902,
     "m": 1.0
    },
    {
     "p": 0.3185333013534546,
     "m": 1.0
    },
    {
     "p": 0.0006008659838698804,
     "m": 1.0
    },
    {
     "p": 0.0004339897714089602,
     "m": 0.7871614694595337
    },
    {
     "p": 0.0004339897714089602,
     "m": 0.7029015421867371
    },
    {
     "p": 0.0004339897714089602,
     "m": 0.7078410387039185
    },
    {
     "p": 0.0004339897714089602,
     "m": 0.7634438276290894
    },
    {
     "p": 0.0004339897714089602,
     "m": 0.7529425621032715
    },
    {
     "p": 0.0004339897714089602,
     "m": 0.9650888442993164
    },
    {
     "p": 0.0004339897714089602,
     "m": 0.893843412399292
    },
    {
     "p": 0.0004339897714089602,
     "m": 0.5
    },
    {
     "p": 0.0004339897714089602,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 2.3989946842193604,
   "val_loss": 0.9333582520484924,
   "acc": 67.58,
   "time": 83.66381944399927,
   "mix_dist": 0.4039236307144165,
   "param": [
    {
     "p": 0.28259938955307007,
     "m": 0.5
    },
    {
     "p": 0.0004357848083600402,
     "m": 0.5
    },
    {
     "p": 0.026692120358347893,
     "m": 0.5
    },
    {
     "p": 0.002075944794341922,
     "m": 0.7758792638778687
    },
    {
     "p": 0.0004357848083600402,
     "m": 0.5507718324661255
    },
    {
     "p": 0.0004861107445321977,
     "m": 0.7081357836723328
    },
    {
     "p": 0.0004357848083600402,
     "m": 0.8597919344902039
    },
    {
     "p": 0.008157170377671719,
     "m": 0.9825775027275085
    },
    {
     "p": 0.020007656887173653,
     "m": 1.0
    },
    {
     "p": 0.07589223980903625,
     "m": 0.7496657967567444
    },
    {
     "p": 0.026767674833536148,
     "m": 0.9994586706161499
    },
    {
     "p": 0.24122603237628937,
     "m": 1.0
    },
    {
     "p": 0.3099833130836487,
     "m": 1.0
    },
    {
     "p": 0.0007971873274073005,
     "m": 1.0
    },
    {
     "p": 0.0005216701538302004,
     "m": 0.7832378149032593
    },
    {
     "p": 0.0004357848083600402,
     "m": 0.7092528939247131
    },
    {
     "p": 0.0004357848083600402,
     "m": 0.7185247540473938
    },
    {
     "p": 0.0004357848083600402,
     "m": 0.7576189637184143
    },
    {
     "p": 0.0004357848083600402,
     "m": 0.7534120082855225
    },
    {
     "p": 0.0004357848083600402,
     "m": 0.9643844962120056
    },
    {
     "p": 0.0004357848083600402,
     "m": 0.9140709638595581
    },
    {
     "p": 0.0004357848083600402,
     "m": 0.5
    },
    {
     "p": 0.0004357848083600402,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 2.248823642730713,
   "val_loss": 0.9910401105880737,
   "acc": 66.21,
   "time": 58.54514689300049,
   "mix_dist": 0.4070483148097992,
   "param": [
    {
     "p": 0.2902955412864685,
     "m": 0.5
    },
    {
     "p": 0.00043460342567414045,
     "m": 0.5
    },
    {
     "p": 0.010230728425085545,
     "m": 0.5
    },
    {
     "p": 0.00043460342567414045,
     "m": 0.7742432355880737
    },
    {
     "p": 0.00043460342567414045,
     "m": 0.563564121723175
    },
    {
     "p": 0.00043460342567414045,
     "m": 0.707114577293396
    },
    {
     "p": 0.00043460342567414045,
     "m": 0.8658838868141174
    },
    {
     "p": 0.011125126853585243,
     "m": 0.9865491986274719
    },
    {
     "p": 0.008716444484889507,
     "m": 1.0
    },
    {
     "p": 0.07500550895929337,
     "m": 0.7688508629798889
    },
    {
     "p": 0.014661351218819618,
     "m": 0.9925834536552429
    },
    {
     "p": 0.24792824685573578,
     "m": 1.0
    },
    {
     "p": 0.33457908034324646,
     "m": 1.0
    },
    {
     "p": 0.00043460342567414045,
     "m": 1.0
    },
    {
     "p": 0.0005950467893853784,
     "m": 0.7741140127182007
    },
    {
     "p": 0.00043460342567414045,
     "m": 0.7060706615447998
    },
    {
     "p": 0.00043460342567414045,
     "m": 0.7256197929382324
    },
    {
     "p": 0.00043460342567414045,
     "m": 0.7580863833427429
    },
    {
     "p": 0.00043460342567414045,
     "m": 0.7520824670791626
    },
    {
     "p": 0.0008467096486128867,
     "m": 0.9675184488296509
    },
    {
     "p": 0.00043460342567414045,
     "m": 0.9087848663330078
    },
    {
     "p": 0.00043460342567414045,
     "m": 0.5
    },
    {
     "p": 0.0008012315374799073,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 2.433425188064575,
   "val_loss": 0.8629705309867859,
   "acc": 66.64,
   "time": 63.286553891999574,
   "mix_dist": 0.3922294080257416,
   "param": [
    {
     "p": 0.2765200138092041,
     "m": 0.5
    },
    {
     "p": 0.00043428008211776614,
     "m": 0.5
    },
    {
     "p": 0.021174591034650803,
     "m": 0.5
    },
    {
     "p": 0.010136120021343231,
     "m": 0.7793352603912354
    },
    {
     "p": 0.0007055001915432513,
     "m": 0.5666165947914124
    },
    {
     "p": 0.0011195371625944972,
     "m": 0.7082180976867676
    },
    {
     "p": 0.008783872239291668,
     "m": 0.8704043030738831
    },
    {
     "p": 0.019877078011631966,
     "m": 1.0
    },
    {
     "p": 0.01812162809073925,
     "m": 0.9971209168434143
    },
    {
     "p": 0.07108290493488312,
     "m": 0.7731367349624634
    },
    {
     "p": 0.023596856743097305,
     "m": 0.9992108941078186
    },
    {
     "p": 0.22319240868091583,
     "m": 1.0
    },
    {
     "p": 0.30372679233551025,
     "m": 1.0
    },
    {
     "p": 0.01006727758795023,
     "m": 1.0
    },
    {
     "p": 0.00043428008211776614,
     "m": 0.7750664353370667
    },
    {
     "p": 0.0017771380953490734,
     "m": 0.6855601668357849
    },
    {
     "p": 0.00043428008211776614,
     "m": 0.7213455438613892
    },
    {
     "p": 0.00043428008211776614,
     "m": 0.7639394998550415
    },
    {
     "p": 0.00043428008211776614,
     "m": 0.740569531917572
    },
    {
     "p": 0.0031678401865065098,
     "m": 0.944236159324646
    },
    {
     "p": 0.003910639323294163,
     "m": 0.9046810269355774
    },
    {
     "p": 0.00043428008211776614,
     "m": 0.5
    },
    {
     "p": 0.00043428008211776614,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 1.9306206703186035,
   "val_loss": 1.0593746900558472,
   "acc": 67.67,
   "time": 79.80574902799981,
   "mix_dist": 0.3961125314235687,
   "param": [
    {
     "p": 0.27419617772102356,
     "m": 0.5
    },
    {
     "p": 0.0004351428069639951,
     "m": 0.5
    },
    {
     "p": 0.029194403439760208,
     "m": 0.5
    },
    {
     "p": 0.005434262566268444,
     "m": 0.7687090635299683
    },
    {
     "p": 0.0010713549563661218,
     "m": 0.566923975944519
    },
    {
     "p": 0.004232386592775583,
     "m": 0.712692141532898
    },
    {
     "p": 0.01309155486524105,
     "m": 0.8581262826919556
    },
    {
     "p": 0.018195684999227524,
     "m": 0.9878955483436584
    },
    {
     "p": 0.025712735950946808,
     "m": 0.9995148777961731
    },
    {
     "p": 0.07911170274019241,
     "m": 0.7860556244850159
    },
    {
     "p": 0.021435854956507683,
     "m": 0.9999690055847168
    },
    {
     "p": 0.2195557951927185,
     "m": 0.9999845623970032
    },
    {
     "p": 0.30331894755363464,
     "m": 1.0
    },
    {
     "p": 0.0004351428069639951,
     "m": 1.0
    },
    {
     "p": 0.0004351428069639951,
     "m": 0.7812734842300415
    },
    {
     "p": 0.0004351428069639951,
     "m": 0.6948413252830505
    },
    {
     "p": 0.0004351428069639951,
     "m": 0.7286879420280457
    },
    {
     "p": 0.0004351428069639951,
     "m": 0.7583898305892944
    },
    {
     "p": 0.0004351428069639951,
     "m": 0.7412829399108887
    },
    {
     "p": 0.0004351428069639951,
     "m": 0.9410618543624878
    },
    {
     "p": 0.0004368454101495445,
     "m": 0.9070234894752502
    },
    {
     "p": 0.0004351428069639951,
     "m": 0.5
    },
    {
     "p": 0.0010962127707898617,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 2.1544196605682373,
   "val_loss": 0.9093869924545288,
   "acc": 67.24,
   "time": 82.99441269399995,
   "mix_dist": 0.40324312448501587,
   "param": [
    {
     "p": 0.28055357933044434,
     "m": 0.5
    },
    {
     "p": 0.00043539245962165296,
     "m": 0.5
    },
    {
     "p": 0.03918364271521568,
     "m": 0.5
    },
    {
     "p": 0.00043539245962165296,
     "m": 0.7717139720916748
    },
    {
     "p": 0.003164046909660101,
     "m": 0.5814402103424072
    },
    {
     "p": 0.00043539245962165296,
     "m": 0.7314752340316772
    },
    {
     "p": 0.015065763145685196,
     "m": 0.8650608658790588
    },
    {
     "p": 0.01383422315120697,
     "m": 0.9955974817276001
    },
    {
     "p": 0.01795828901231289,
     "m": 0.9980847835540771
    },
    {
     "p": 0.06817003339529037,
     "m": 0.8084484934806824
    },
    {
     "p": 0.022644126787781715,
     "m": 0.9906084537506104
    },
    {
     "p": 0.2232557237148285,
     "m": 1.0
    },
    {
     "p": 0.3105032742023468,
     "m": 1.0
    },
    {
     "p": 0.00043539245962165296,
     "m": 1.0
    },
    {
     "p": 0.00043539245962165296,
     "m": 0.7887389659881592
    },
    {
     "p": 0.00043539245962165296,
     "m": 0.694011390209198
    },
    {
     "p": 0.00043539245962165296,
     "m": 0.7361567616462708
    },
    {
     "p": 0.00043539245962165296,
     "m": 0.7574602961540222
    },
    {
     "p": 0.00043539245962165296,
     "m": 0.7443286776542664
    },
    {
     "p": 0.00043539245962165296,
     "m": 0.9611645936965942
    },
    {
     "p": 0.00043539245962165296,
     "m": 0.9122041463851929
    },
    {
     "p": 0.00043539245962165296,
     "m": 0.5
    },
    {
     "p": 0.00044285255717113614,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 2.5358810424804688,
   "val_loss": 0.8814483880996704,
   "acc": 67.5,
   "time": 87.95703689099992,
   "mix_dist": 0.38523611426353455,
   "param": [
    {
     "p": 0.25967612862586975,
     "m": 0.5
    },
    {
     "p": 0.00043448852375149727,
     "m": 0.5
    },
    {
     "p": 0.04045313969254494,
     "m": 0.5
    },
    {
     "p": 0.010428443551063538,
     "m": 0.7688625454902649
    },
    {
     "p": 0.0035087214782834053,
     "m": 0.5743566751480103
    },
    {
     "p": 0.00043448852375149727,
     "m": 0.7170402407646179
    },
    {
     "p": 0.019728846848011017,
     "m": 0.8619307279586792
    },
    {
     "p": 0.020428676158189774,
     "m": 1.0
    },
    {
     "p": 0.02732636034488678,
     "m": 0.9995266795158386
    },
    {
     "p": 0.07681375741958618,
     "m": 0.8341507911682129
    },
    {
     "p": 0.024189157411456108,
     "m": 0.9999964237213135
    },
    {
     "p": 0.22369438409805298,
     "m": 1.0
    },
    {
     "p": 0.28835931420326233,
     "m": 1.0
    },
    {
     "p": 0.0006054865079931915,
     "m": 1.0
    },
    {
     "p": 0.00043448852375149727,
     "m": 0.7850914597511292
    },
    {
     "p": 0.00043448852375149727,
     "m": 0.6960899829864502
    },
    {
     "p": 0.00043448852375149727,
     "m": 0.7324115037918091
    },
    {
     "p": 0.00043448852375149727,
     "m": 0.7613089680671692
    },
    {
     "p": 0.00043448852375149727,
     "m": 0.7460450530052185
    },
    {
     "p": 0.00043448852375149727,
     "m": 0.96458899974823
    },
    {
     "p": 0.00044283841270953417,
     "m": 0.9191449880599976
    },
    {
     "p": 0.00043448852375149727,
     "m": 0.5
    },
    {
     "p": 0.00043448852375149727,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 2.5063576698303223,
   "val_loss": 1.0595228672027588,
   "acc": 67.89,
   "time": 100.76918441199996,
   "mix_dist": 0.38293397426605225,
   "param": [
    {
     "p": 0.2530210614204407,
     "m": 0.5
    },
    {
     "p": 0.00043420252040959895,
     "m": 0.5
    },
    {
     "p": 0.035645727068185806,
     "m": 0.5
    },
    {
     "p": 0.00043420252040959895,
     "m": 0.7720963954925537
    },
    {
     "p": 0.00043420252040959895,
     "m": 0.5616897940635681
    },
    {
     "p": 0.0009484041947871447,
     "m": 0.7226484417915344
    },
    {
     "p": 0.014741752296686172,
     "m": 0.8571673631668091
    },
    {
     "p": 0.019471729174256325,
     "m": 0.9898318648338318
    },
    {
     "p": 0.02304883860051632,
     "m": 0.9978101849555969
    },
    {
     "p": 0.08717410266399384,
     "m": 0.8497011065483093
    },
    {
     "p": 0.028033124282956123,
     "m": 0.9996539950370789
    },
    {
     "p": 0.22970421612262726,
     "m": 1.0
    },
    {
     "p": 0.29481834173202515,
     "m": 1.0
    },
    {
     "p": 0.0009417583933100104,
     "m": 1.0
    },
    {
     "p": 0.00043420252040959895,
     "m": 0.7798352837562561
    },
    {
     "p": 0.00043420252040959895,
     "m": 0.7049993276596069
    },
    {
     "p": 0.00043420252040959895,
     "m": 0.7338128685951233
    },
    {
     "p": 0.00043420252040959895,
     "m": 0.7626374959945679
    },
    {
     "p": 0.00043420252040959895,
     "m": 0.7378991842269897
    },
    {
     "p": 0.0005956161767244339,
     "m": 0.9674209356307983
    },
    {
     "p": 0.00670024985447526,
     "m": 0.924587607383728
    },
    {
     "p": 0.00043420252040959895,
     "m": 0.5
    },
    {
     "p": 0.001247397973202169,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 2.2164723873138428,
   "val_loss": 0.9557255506515503,
   "acc": 67.18,
   "time": 86.20307267399949,
   "mix_dist": 0.3782888650894165,
   "param": [
    {
     "p": 0.25818586349487305,
     "m": 0.5
    },
    {
     "p": 0.0004339164006523788,
     "m": 0.5
    },
    {
     "p": 0.039753399789333344,
     "m": 0.5
    },
    {
     "p": 0.0004339164006523788,
     "m": 0.7766008973121643
    },
    {
     "p": 0.0037910391110926867,
     "m": 0.5522783994674683
    },
    {
     "p": 0.0004339164006523788,
     "m": 0.7306544184684753
    },
    {
     "p": 0.012784497812390327,
     "m": 0.8614118099212646
    },
    {
     "p": 0.020291069522500038,
     "m": 0.9987608194351196
    },
    {
     "p": 0.021028513088822365,
     "m": 1.0
    },
    {
     "p": 0.08337615430355072,
     "m": 0.858241617679596
    },
    {
     "p": 0.029797377064824104,
     "m": 0.9991409182548523
    },
    {
     "p": 0.23224562406539917,
     "m": 1.0
    },
    {
     "p": 0.2926586866378784,
     "m": 1.0
    },
    {
     "p": 0.0008543598814867437,
     "m": 1.0
    },
    {
     "p": 0.000460682378616184,
     "m": 0.7910293340682983
    },
    {
     "p": 0.0004339164006523788,
     "m": 0.7124894261360168
    },
    {
     "p": 0.0004339164006523788,
     "m": 0.7201712727546692
    },
    {
     "p": 0.0004339164006523788,
     "m": 0.7651723623275757
    },
    {
     "p": 0.0004339164006523788,
     "m": 0.7456408143043518
    },
    {
     "p": 0.0004339164006523788,
     "m": 0.9616894125938416
    },
    {
     "p": 0.0004339164006523788,
     "m": 0.9130476117134094
    },
    {
     "p": 0.0004339164006523788,
     "m": 0.5
    },
    {
     "p": 0.0004339164006523788,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 2.5451347827911377,
   "val_loss": 0.955940306186676,
   "acc": 66.87,
   "time": 95.27213630999995,
   "mix_dist": 0.38190460205078125,
   "param": [
    {
     "p": 0.25318849086761475,
     "m": 0.5
    },
    {
     "p": 0.0004356668214313686,
     "m": 0.5
    },
    {
     "p": 0.037022922188043594,
     "m": 0.5
    },
    {
     "p": 0.0004356668214313686,
     "m": 0.7819817662239075
    },
    {
     "p": 0.0010239097755402327,
     "m": 0.5471357703208923
    },
    {
     "p": 0.0004356668214313686,
     "m": 0.7418677806854248
    },
    {
     "p": 0.002975293667986989,
     "m": 0.8613395094871521
    },
    {
     "p": 0.01585696078836918,
     "m": 0.9917371869087219
    },
    {
     "p": 0.024670111015439034,
     "m": 0.9980823397636414
    },
    {
     "p": 0.0871206521987915,
     "m": 0.8695349097251892
    },
    {
     "p": 0.03276532143354416,
     "m": 1.0
    },
    {
     "p": 0.24340353906154633,
     "m": 1.0
    },
    {
     "p": 0.2963094711303711,
     "m": 1.0
    },
    {
     "p": 0.0004356668214313686,
     "m": 1.0
    },
    {
     "p": 0.0004356668214313686,
     "m": 0.7816976308822632
    },
    {
     "p": 0.0004356668214313686,
     "m": 0.7191974520683289
    },
    {
     "p": 0.0004356668214313686,
     "m": 0.7261542081832886
    },
    {
     "p": 0.0004356668214313686,
     "m": 0.766390323638916
    },
    {
     "p": 0.0004356668214313686,
     "m": 0.7467527389526367
    },
    {
     "p": 0.0004356668214313686,
     "m": 0.9727011322975159
    },
    {
     "p": 0.0004356668214313686,
     "m": 0.9179534316062927
    },
    {
     "p": 0.0004356668214313686,
     "m": 0.5
    },
    {
     "p": 0.0004356668214313686,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 2.0818369388580322,
   "val_loss": 0.9575303792953491,
   "acc": 67.62,
   "time": 84.97175320899987,
   "mix_dist": 0.37811630964279175,
   "param": [
    {
     "p": 0.26229390501976013,
     "m": 0.5
    },
    {
     "p": 0.0004350063391029835,
     "m": 0.5
    },
    {
     "p": 0.03359300643205643,
     "m": 0.5
    },
    {
     "p": 0.0006682395469397306,
     "m": 0.7924590110778809
    },
    {
     "p": 0.0004350063391029835,
     "m": 0.5461734533309937
    },
    {
     "p": 0.0004350063391029835,
     "m": 0.7406333088874817
    },
    {
     "p": 0.007406471762806177,
     "m": 0.8671910166740417
    },
    {
     "p": 0.01121360994875431,
     "m": 0.9850953221321106
    },
    {
     "p": 0.022756973281502724,
     "m": 0.999617338180542
    },
    {
     "p": 0.08021143823862076,
     "m": 0.8832054734230042
    },
    {
     "p": 0.03302445262670517,
     "m": 0.9998883605003357
    },
    {
     "p": 0.24479538202285767,
     "m": 1.0
    },
    {
     "p": 0.29699942469596863,
     "m": 1.0
    },
    {
     "p": 0.0018171995179727674,
     "m": 1.0
    },
    {
     "p": 0.0004350063391029835,
     "m": 0.7914544939994812
    },
    {
     "p": 0.0004350063391029835,
     "m": 0.71866774559021
    },
    {
     "p": 0.0004350063391029835,
     "m": 0.7348322868347168
    },
    {
     "p": 0.0004350063391029835,
     "m": 0.756186842918396
    },
    {
     "p": 0.0004350063391029835,
     "m": 0.7517547011375427
    },
    {
     "p": 0.0004350063391029835,
     "m": 0.9563595652580261
    },
    {
     "p": 0.0004350063391029835,
     "m": 0.9214476943016052
    },
    {
     "p": 0.0004350063391029835,
     "m": 0.5
    },
    {
     "p": 0.0004350063391029835,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 2.2027182579040527,
   "val_loss": 0.9691171646118164,
   "acc": 67.35,
   "time": 75.37099523699908,
   "mix_dist": 0.377776563167572,
   "param": [
    {
     "p": 0.26767316460609436,
     "m": 0.5
    },
    {
     "p": 0.0004355967976152897,
     "m": 0.5
    },
    {
     "p": 0.028653346002101898,
     "m": 0.5
    },
    {
     "p": 0.0005792389856651425,
     "m": 0.8088347315788269
    },
    {
     "p": 0.0011784518137574196,
     "m": 0.5402437448501587
    },
    {
     "p": 0.0004355967976152897,
     "m": 0.7473586201667786
    },
    {
     "p": 0.004542542155832052,
     "m": 0.8692588210105896
    },
    {
     "p": 0.0088922418653965,
     "m": 0.9780299067497253
    },
    {
     "p": 0.009467646479606628,
     "m": 0.9999075531959534
    },
    {
     "p": 0.08452952653169632,
     "m": 0.8978030681610107
    },
    {
     "p": 0.0359475314617157,
     "m": 1.0
    },
    {
     "p": 0.2529962360858917,
     "m": 1.0
    },
    {
     "p": 0.2987712323665619,
     "m": 1.0
    },
    {
     "p": 0.001977435778826475,
     "m": 1.0
    },
    {
     "p": 0.0004355967976152897,
     "m": 0.7991203665733337
    },
    {
     "p": 0.0004355967976152897,
     "m": 0.723275899887085
    },
    {
     "p": 0.0004355967976152897,
     "m": 0.7304983139038086
    },
    {
     "p": 0.0004355967976152897,
     "m": 0.7732139825820923
    },
    {
     "p": 0.0004355967976152897,
     "m": 0.7556672692298889
    },
    {
     "p": 0.0004355967976152897,
     "m": 0.9571307897567749
    },
    {
     "p": 0.0004355967976152897,
     "m": 0.918708860874176
    },
    {
     "p": 0.0004355967976152897,
     "m": 0.5
    },
    {
     "p": 0.0004355967976152897,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 2.2093045711517334,
   "val_loss": 0.8311673402786255,
   "acc": 67.51,
   "time": 65.74371444099961,
   "mix_dist": 0.38714954257011414,
   "param": [
    {
     "p": 0.2730684280395508,
     "m": 0.5
    },
    {
     "p": 0.0008357323240488768,
     "m": 0.5
    },
    {
     "p": 0.02743072807788849,
     "m": 0.5
    },
    {
     "p": 0.00045718939509242773,
     "m": 0.8068280220031738
    },
    {
     "p": 0.0025222247932106256,
     "m": 0.5396959185600281
    },
    {
     "p": 0.0021373056806623936,
     "m": 0.7571164965629578
    },
    {
     "p": 0.007068002130836248,
     "m": 0.873367428779602
    },
    {
     "p": 0.010980105958878994,
     "m": 0.977349579334259
    },
    {
     "p": 0.013888834044337273,
     "m": 1.0
    },
    {
     "p": 0.07556657493114471,
     "m": 0.9218174815177917
    },
    {
     "p": 0.032866060733795166,
     "m": 1.0
    },
    {
     "p": 0.2469874769449234,
     "m": 1.0
    },
    {
     "p": 0.29976680874824524,
     "m": 1.0
    },
    {
     "p": 0.002513126004487276,
     "m": 1.0
    },
    {
     "p": 0.00043462112080305815,
     "m": 0.8109130859375
    },
    {
     "p": 0.00043462112080305815,
     "m": 0.7210867404937744
    },
    {
     "p": 0.00043462112080305815,
     "m": 0.7304589152336121
    },
    {
     "p": 0.00043462112080305815,
     "m": 0.7823535203933716
    },
    {
     "p": 0.00043462112080305815,
     "m": 0.7533572316169739
    },
    {
     "p": 0.00043462112080305815,
     "m": 0.95620197057724
    },
    {
     "p": 0.00043462112080305815,
     "m": 0.9212841391563416
    },
    {
     "p": 0.00043462112080305815,
     "m": 0.5
    },
    {
     "p": 0.00043462112080305815,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 2.260075092315674,
   "val_loss": 0.8668680191040039,
   "acc": 67.3,
   "time": 76.55343188600091,
   "mix_dist": 0.364650160074234,
   "param": [
    {
     "p": 0.26101067662239075,
     "m": 0.5
    },
    {
     "p": 0.0004355417040642351,
     "m": 0.5
    },
    {
     "p": 0.03783073276281357,
     "m": 0.5
    },
    {
     "p": 0.007536087650805712,
     "m": 0.8164201974868774
    },
    {
     "p": 0.007716018706560135,
     "m": 0.538101077079773
    },
    {
     "p": 0.0004355417040642351,
     "m": 0.7464820146560669
    },
    {
     "p": 0.0047447639517486095,
     "m": 0.874350905418396
    },
    {
     "p": 0.019003186374902725,
     "m": 0.9813238978385925
    },
    {
     "p": 0.012733260169625282,
     "m": 1.0
    },
    {
     "p": 0.08344718813896179,
     "m": 0.9305387735366821
    },
    {
     "p": 0.03400180861353874,
     "m": 1.0
    },
    {
     "p": 0.23034679889678955,
     "m": 1.0
    },
    {
     "p": 0.2938598096370697,
     "m": 1.0
    },
    {
     "p": 0.0004355417040642351,
     "m": 1.0
    },
    {
     "p": 0.0004355417040642351,
     "m": 0.8031277656555176
    },
    {
     "p": 0.0004355417040642351,
     "m": 0.7277128100395203
    },
    {
     "p": 0.0004355417040642351,
     "m": 0.7390038371086121
    },
    {
     "p": 0.0004355417040642351,
     "m": 0.764299213886261
    },
    {
     "p": 0.0004355417040642351,
     "m": 0.7481552362442017
    },
    {
     "p": 0.0004355417040642351,
     "m": 0.9544981718063354
    },
    {
     "p": 0.0004355417040642351,
     "m": 0.9218102097511292
    },
    {
     "p": 0.0004355417040642351,
     "m": 0.5
    },
    {
     "p": 0.00297900871373713,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 2.4548816680908203,
   "val_loss": 0.8910421133041382,
   "acc": 67.83,
   "time": 86.0404084239999,
   "mix_dist": 0.38254013657569885,
   "param": [
    {
     "p": 0.26865142583847046,
     "m": 0.5
    },
    {
     "p": 0.0004342121537774801,
     "m": 0.5
    },
    {
     "p": 0.02651200257241726,
     "m": 0.5
    },
    {
     "p": 0.0006412556977011263,
     "m": 0.8198532462120056
    },
    {
     "p": 0.0005812615272589028,
     "m": 0.5393609404563904
    },
    {
     "p": 0.0004342121537774801,
     "m": 0.7427279353141785
    },
    {
     "p": 0.0054088737815618515,
     "m": 0.8764046430587769
    },
    {
     "p": 0.0137475049123168,
     "m": 0.9731771945953369
    },
    {
     "p": 0.003617750247940421,
     "m": 1.0
    },
    {
     "p": 0.07442428171634674,
     "m": 0.9518468379974365
    },
    {
     "p": 0.030297836288809776,
     "m": 1.0
    },
    {
     "p": 0.24825075268745422,
     "m": 1.0
    },
    {
     "p": 0.3220028579235077,
     "m": 1.0
    },
    {
     "p": 0.000946942251175642,
     "m": 1.0
    },
    {
     "p": 0.0004342121537774801,
     "m": 0.7991197109222412
    },
    {
     "p": 0.0004342121537774801,
     "m": 0.7208069562911987
    },
    {
     "p": 0.0004342121537774801,
     "m": 0.7371082901954651
    },
    {
     "p": 0.0004342121537774801,
     "m": 0.771134614944458
    },
    {
     "p": 0.0004342121537774801,
     "m": 0.766862154006958
    },
    {
     "p": 0.0005550305941142142,
     "m": 0.9568967819213867
    },
    {
     "p": 0.0004342121537774801,
     "m": 0.9324348568916321
    },
    {
     "p": 0.0004342121537774801,
     "m": 0.5
    },
    {
     "p": 0.00045447834418155253,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 2.0447726249694824,
   "val_loss": 0.8539285063743591,
   "acc": 68.04,
   "time": 58.68741159199999,
   "mix_dist": 0.3855103552341461,
   "param": [
    {
     "p": 0.26750776171684265,
     "m": 0.5
    },
    {
     "p": 0.00043466975330375135,
     "m": 0.5
    },
    {
     "p": 0.019265148788690567,
     "m": 0.5
    },
    {
     "p": 0.00043466975330375135,
     "m": 0.8087277412414551
    },
    {
     "p": 0.0010625479044392705,
     "m": 0.5350627303123474
    },
    {
     "p": 0.0007280837744474411,
     "m": 0.7504227757453918
    },
    {
     "p": 0.005918111652135849,
     "m": 0.8607375621795654
    },
    {
     "p": 0.008414952084422112,
     "m": 0.9717041850090027
    },
    {
     "p": 0.013091757893562317,
     "m": 1.0
    },
    {
     "p": 0.0804072916507721,
     "m": 0.9667826890945435
    },
    {
     "p": 0.032980870455503464,
     "m": 1.0
    },
    {
     "p": 0.24221251904964447,
     "m": 1.0
    },
    {
     "p": 0.3223326802253723,
     "m": 1.0
    },
    {
     "p": 0.00043466975330375135,
     "m": 1.0
    },
    {
     "p": 0.00043466975330375135,
     "m": 0.7929521799087524
    },
    {
     "p": 0.0005127834156155586,
     "m": 0.7188349962234497
    },
    {
     "p": 0.00043466975330375135,
     "m": 0.748646080493927
    },
    {
     "p": 0.00043466975330375135,
     "m": 0.7666608691215515
    },
    {
     "p": 0.00043466975330375135,
     "m": 0.7679767608642578
    },
    {
     "p": 0.0005337451584637165,
     "m": 0.9557234048843384
    },
    {
     "p": 0.00043466975330375135,
     "m": 0.9259604215621948
    },
    {
     "p": 0.00043466975330375135,
     "m": 0.5
    },
    {
     "p": 0.0011199071304872632,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 2.0730743408203125,
   "val_loss": 0.86191326379776,
   "acc": 67.56,
   "time": 59.129771546000484,
   "mix_dist": 0.38788992166519165,
   "param": [
    {
     "p": 0.26732873916625977,
     "m": 0.5
    },
    {
     "p": 0.0004355657147243619,
     "m": 0.5
    },
    {
     "p": 0.008850617334246635,
     "m": 0.5
    },
    {
     "p": 0.0042443410493433475,
     "m": 0.798254668712616
    },
    {
     "p": 0.0005741273635067046,
     "m": 0.5513288974761963
    },
    {
     "p": 0.0021863284055143595,
     "m": 0.754871666431427
    },
    {
     "p": 0.0004355657147243619,
     "m": 0.8564769625663757
    },
    {
     "p": 0.0012631809804588556,
     "m": 0.9759694933891296
    },
    {
     "p": 0.011524518020451069,
     "m": 0.9970609545707703
    },
    {
     "p": 0.08485165983438492,
     "m": 0.9906256198883057
    },
    {
     "p": 0.03127378597855568,
     "m": 1.0
    },
    {
     "p": 0.24281907081604004,
     "m": 1.0
    },
    {
     "p": 0.33647871017456055,
     "m": 1.0
    },
    {
     "p": 0.0008973301737569273,
     "m": 1.0
    },
    {
     "p": 0.0004355657147243619,
     "m": 0.7906152009963989
    },
    {
     "p": 0.0004355657147243619,
     "m": 0.7323091626167297
    },
    {
     "p": 0.0004355657147243619,
     "m": 0.7596319913864136
    },
    {
     "p": 0.0004355657147243619,
     "m": 0.752892255783081
    },
    {
     "p": 0.0004355657147243619,
     "m": 0.7806844711303711
    },
    {
     "p": 0.0009605594095773995,
     "m": 0.9572336673736572
    },
    {
     "p": 0.0004355657147243619,
     "m": 0.9117343425750732
    },
    {
     "p": 0.0004355657147243619,
     "m": 0.5
    },
    {
     "p": 0.002827035030350089,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 2.3310670852661133,
   "val_loss": 0.977880597114563,
   "acc": 67.9,
   "time": 67.69373736399939,
   "mix_dist": 0.37642645835876465,
   "param": [
    {
     "p": 0.24737907946109772,
     "m": 0.5
    },
    {
     "p": 0.0004351280222181231,
     "m": 0.5
    },
    {
     "p": 0.016992783173918724,
     "m": 0.5
    },
    {
     "p": 0.003642845433205366,
     "m": 0.7964800596237183
    },
    {
     "p": 0.0004351280222181231,
     "m": 0.5599822998046875
    },
    {
     "p": 0.0004351280222181231,
     "m": 0.7591779232025146
    },
    {
     "p": 0.02194051817059517,
     "m": 0.8710155487060547
    },
    {
     "p": 0.0013566993875429034,
     "m": 0.9686999320983887
    },
    {
     "p": 0.014092439785599709,
     "m": 0.9955571293830872
    },
    {
     "p": 0.09359702467918396,
     "m": 1.0
    },
    {
     "p": 0.039867792278528214,
     "m": 1.0
    },
    {
     "p": 0.22823677957057953,
     "m": 1.0
    },
    {
     "p": 0.32723763585090637,
     "m": 1.0
    },
    {
     "p": 0.0004351280222181231,
     "m": 1.0
    },
    {
     "p": 0.0004351280222181231,
     "m": 0.7730364203453064
    },
    {
     "p": 0.0004351280222181231,
     "m": 0.737076461315155
    },
    {
     "p": 0.0004351280222181231,
     "m": 0.7552410364151001
    },
    {
     "p": 0.0004351280222181231,
     "m": 0.761854887008667
    },
    {
     "p": 0.0004351280222181231,
     "m": 0.8022276759147644
    },
    {
     "p": 0.0004351280222181231,
     "m": 0.9666735529899597
    },
    {
     "p": 0.0004351280222181231,
     "m": 0.9225998520851135
    },
    {
     "p": 0.0004351280222181231,
     "m": 0.5
    },
    {
     "p": 0.0004351280222181231,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 2.4052510261535645,
   "val_loss": 1.0886588096618652,
   "acc": 66.1,
   "time": 73.62836489000074,
   "mix_dist": 0.372248113155365,
   "param": [
    {
     "p": 0.22995111346244812,
     "m": 0.5
    },
    {
     "p": 0.0004348941729404032,
     "m": 0.5
    },
    {
     "p": 0.0004348941729404032,
     "m": 0.5
    },
    {
     "p": 0.001793478149920702,
     "m": 0.8007043600082397
    },
    {
     "p": 0.0015951122622936964,
     "m": 0.5693009495735168
    },
    {
     "p": 0.0004348941729404032,
     "m": 0.7658225893974304
    },
    {
     "p": 0.024032076820731163,
     "m": 0.855411946773529
    },
    {
     "p": 0.0010950146242976189,
     "m": 0.9735557436943054
    },
    {
     "p": 0.016175761818885803,
     "m": 0.9879683256149292
    },
    {
     "p": 0.09870455414056778,
     "m": 0.9995721578598022
    },
    {
     "p": 0.03816387802362442,
     "m": 1.0
    },
    {
     "p": 0.23733791708946228,
     "m": 1.0
    },
    {
     "p": 0.3438495993614197,
     "m": 1.0
    },
    {
     "p": 0.0005564389284700155,
     "m": 1.0
    },
    {
     "p": 0.0004348941729404032,
     "m": 0.745487630367279
    },
    {
     "p": 0.0004348941729404032,
     "m": 0.7285177707672119
    },
    {
     "p": 0.0004348941729404032,
     "m": 0.7596821188926697
    },
    {
     "p": 0.0004348941729404032,
     "m": 0.7513584494590759
    },
    {
     "p": 0.0004348941729404032,
     "m": 0.8091297745704651
    },
    {
     "p": 0.00171001348644495,
     "m": 0.9538681507110596
    },
    {
     "p": 0.0004348941729404032,
     "m": 0.9129255414009094
    },
    {
     "p": 0.0004348941729404032,
     "m": 0.5
    },
    {
     "p": 0.0006862505688332021,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 2.319916248321533,
   "val_loss": 0.9582878947257996,
   "acc": 67.28,
   "time": 72.73896395700103,
   "mix_dist": 0.363321453332901,
   "param": [
    {
     "p": 0.2280878871679306,
     "m": 0.5
    },
    {
     "p": 0.0004348029906395823,
     "m": 0.5
    },
    {
     "p": 0.004289019852876663,
     "m": 0.5
    },
    {
     "p": 0.0005758273764513433,
     "m": 0.7945960164070129
    },
    {
     "p": 0.0004966381820850074,
     "m": 0.5740617513656616
    },
    {
     "p": 0.0004348029906395823,
     "m": 0.7611408233642578
    },
    {
     "p": 0.03104725480079651,
     "m": 0.8496462106704712
    },
    {
     "p": 0.0005891923792660236,
     "m": 0.9858256578445435
    },
    {
     "p": 0.016112254932522774,
     "m": 0.9989073276519775
    },
    {
     "p": 0.0966053232550621,
     "m": 1.0
    },
    {
     "p": 0.040173545479774475,
     "m": 1.0
    },
    {
     "p": 0.23718370497226715,
     "m": 1.0
    },
    {
     "p": 0.33962202072143555,
     "m": 1.0
    },
    {
     "p": 0.0004348029906395823,
     "m": 1.0
    },
    {
     "p": 0.0004348029906395823,
     "m": 0.7504434585571289
    },
    {
     "p": 0.0004348029906395823,
     "m": 0.7156184315681458
    },
    {
     "p": 0.0004348029906395823,
     "m": 0.77594393491745
    },
    {
     "p": 0.0004348029906395823,
     "m": 0.7552657723426819
    },
    {
     "p": 0.0004348029906395823,
     "m": 0.8119937777519226
    },
    {
     "p": 0.0004348029906395823,
     "m": 0.9506840705871582
    },
    {
     "p": 0.0004348029906395823,
     "m": 0.917181670665741
    },
    {
     "p": 0.0004348029906395823,
     "m": 0.5
    },
    {
     "p": 0.0004348029906395823,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 2.136810302734375,
   "val_loss": 0.9533308148384094,
   "acc": 68.07,
   "time": 74.33514840700082,
   "mix_dist": 0.36272040009498596,
   "param": [
    {
     "p": 0.22703586518764496,
     "m": 0.5
    },
    {
     "p": 0.00043543975334614515,
     "m": 0.5
    },
    {
     "p": 0.021172938868403435,
     "m": 0.5
    },
    {
     "p": 0.0027869108598679304,
     "m": 0.7864536643028259
    },
    {
     "p": 0.00043543975334614515,
     "m": 0.5771482586860657
    },
    {
     "p": 0.0004822612972930074,
     "m": 0.7691466808319092
    },
    {
     "p": 0.017946535721421242,
     "m": 0.8398560881614685
    },
    {
     "p": 0.004994181916117668,
     "m": 0.9979333281517029
    },
    {
     "p": 0.018818998709321022,
     "m": 1.0
    },
    {
     "p": 0.090790294110775,
     "m": 0.9999948740005493
    },
    {
     "p": 0.03702670708298683,
     "m": 1.0
    },
    {
     "p": 0.2243502289056778,
     "m": 1.0
    },
    {
     "p": 0.34440186619758606,
     "m": 1.0
    },
    {
     "p": 0.0007616548682563007,
     "m": 1.0
    },
    {
     "p": 0.00043543975334614515,
     "m": 0.7509489059448242
    },
    {
     "p": 0.00043543975334614515,
     "m": 0.7178504467010498
    },
    {
     "p": 0.00043543975334614515,
     "m": 0.7729102969169617
    },
    {
     "p": 0.00043543975334614515,
     "m": 0.7599865198135376
    },
    {
     "p": 0.00043543975334614515,
     "m": 0.7954214215278625
    },
    {
     "p": 0.004283957649022341,
     "m": 0.9459736347198486
    },
    {
     "p": 0.00043543975334614515,
     "m": 0.924564778804779
    },
    {
     "p": 0.00043543975334614515,
     "m": 0.5
    },
    {
     "p": 0.001228859182447195,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 2.1184043884277344,
   "val_loss": 0.8489346504211426,
   "acc": 68.02,
   "time": 69.47750159399948,
   "mix_dist": 0.3702385127544403,
   "param": [
    {
     "p": 0.2281218022108078,
     "m": 0.5
    },
    {
     "p": 0.0004355457494966686,
     "m": 0.5
    },
    {
     "p": 0.010876082815229893,
     "m": 0.5
    },
    {
     "p": 0.0006003548041917384,
     "m": 0.7644968628883362
    },
    {
     "p": 0.0004355457494966686,
     "m": 0.5640497803688049
    },
    {
     "p": 0.0004355457494966686,
     "m": 0.7895200252532959
    },
    {
     "p": 0.009678039699792862,
     "m": 0.8364436626434326
    },
    {
     "p": 0.004186535719782114,
     "m": 0.9947130084037781
    },
    {
     "p": 0.014004957862198353,
     "m": 0.9991530776023865
    },
    {
     "p": 0.10188943147659302,
     "m": 0.9999881386756897
    },
    {
     "p": 0.04179675877094269,
     "m": 0.9997992515563965
    },
    {
     "p": 0.22751125693321228,
     "m": 1.0
    },
    {
     "p": 0.35550656914711,
     "m": 1.0
    },
    {
     "p": 0.0004355457494966686,
     "m": 1.0
    },
    {
     "p": 0.0004355457494966686,
     "m": 0.7449729442596436
    },
    {
     "p": 0.0004355457494966686,
     "m": 0.7109630703926086
    },
    {
     "p": 0.0004355457494966686,
     "m": 0.7672938704490662
    },
    {
     "p": 0.0004355457494966686,
     "m": 0.7532045245170593
    },
    {
     "p": 0.0004355457494966686,
     "m": 0.7863452434539795
    },
    {
     "p": 0.0004355457494966686,
     "m": 0.9477713108062744
    },
    {
     "p": 0.0004355457494966686,
     "m": 0.9240712523460388
    },
    {
     "p": 0.0004355457494966686,
     "m": 0.5
    },
    {
     "p": 0.0006018801941536367,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 2.3077657222747803,
   "val_loss": 1.0132499933242798,
   "acc": 66.85,
   "time": 51.099711681999906,
   "mix_dist": 0.37278082966804504,
   "param": [
    {
     "p": 0.24366925656795502,
     "m": 0.5
    },
    {
     "p": 0.0004356099816504866,
     "m": 0.5
    },
    {
     "p": 0.006075683515518904,
     "m": 0.5
    },
    {
     "p": 0.0004356099816504866,
     "m": 0.766743004322052
    },
    {
     "p": 0.0004356099816504866,
     "m": 0.5564131736755371
    },
    {
     "p": 0.0004356099816504866,
     "m": 0.7847210764884949
    },
    {
     "p": 0.005099226254969835,
     "m": 0.8523634076118469
    },
    {
     "p": 0.0004356099816504866,
     "m": 0.9978470802307129
    },
    {
     "p": 0.0074081928469240665,
     "m": 1.0
    },
    {
     "p": 0.10435020923614502,
     "m": 0.9991363286972046
    },
    {
     "p": 0.024395717307925224,
     "m": 0.9985836148262024
    },
    {
     "p": 0.23563368618488312,
     "m": 1.0
    },
    {
     "p": 0.36683157086372375,
     "m": 1.0
    },
    {
     "p": 0.0004356099816504866,
     "m": 1.0
    },
    {
     "p": 0.0004356099816504866,
     "m": 0.7416204214096069
    },
    {
     "p": 0.0004356099816504866,
     "m": 0.7042762637138367
    },
    {
     "p": 0.0004356099816504866,
     "m": 0.7640873789787292
    },
    {
     "p": 0.0004356099816504866,
     "m": 0.7533506155014038
    },
    {
     "p": 0.0004356099816504866,
     "m": 0.7946165800094604
    },
    {
     "p": 0.0004356099816504866,
     "m": 0.9602699279785156
    },
    {
     "p": 0.00043817562982439995,
     "m": 0.9178502559661865
    },
    {
     "p": 0.0004356099816504866,
     "m": 0.5
    },
    {
     "p": 0.0004356099816504866,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 2.1288843154907227,
   "val_loss": 0.8988571166992188,
   "acc": 67.26,
   "time": 66.60255225299989,
   "mix_dist": 0.370096355676651,
   "param": [
    {
     "p": 0.2399556040763855,
     "m": 0.5
    },
    {
     "p": 0.00043465857743285596,
     "m": 0.5
    },
    {
     "p": 0.015909049659967422,
     "m": 0.5
    },
    {
     "p": 0.013371368870139122,
     "m": 0.787016749382019
    },
    {
     "p": 0.00043465857743285596,
     "m": 0.5625713467597961
    },
    {
     "p": 0.0017628128407523036,
     "m": 0.7727310061454773
    },
    {
     "p": 0.00815527606755495,
     "m": 0.8542829155921936
    },
    {
     "p": 0.009772597812116146,
     "m": 1.0
    },
    {
     "p": 0.009722746908664703,
     "m": 0.9962205290794373
    },
    {
     "p": 0.1002068892121315,
     "m": 1.0
    },
    {
     "p": 0.027925075963139534,
     "m": 1.0
    },
    {
     "p": 0.2175389677286148,
     "m": 1.0
    },
    {
     "p": 0.3504476249217987,
     "m": 1.0
    },
    {
     "p": 0.00043465857743285596,
     "m": 1.0
    },
    {
     "p": 0.0004509690625127405,
     "m": 0.7389388680458069
    },
    {
     "p": 0.00043465857743285596,
     "m": 0.6971002817153931
    },
    {
     "p": 0.00043465857743285596,
     "m": 0.7664011120796204
    },
    {
     "p": 0.00043465857743285596,
     "m": 0.7605640888214111
    },
    {
     "p": 0.00043465857743285596,
     "m": 0.8052182197570801
    },
    {
     "p": 0.00043465857743285596,
     "m": 0.9601020216941833
    },
    {
     "p": 0.00043465857743285596,
     "m": 0.925268828868866
    },
    {
     "p": 0.00043465857743285596,
     "m": 0.5
    },
    {
     "p": 0.00043465857743285596,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 1.8299070596694946,
   "val_loss": 0.9249914288520813,
   "acc": 68.04,
   "time": 67.34271444799924,
   "mix_dist": 0.3652937114238739,
   "param": [
    {
     "p": 0.2306569665670395,
     "m": 0.5
    },
    {
     "p": 0.0004349431546870619,
     "m": 0.5
    },
    {
     "p": 0.014374185353517532,
     "m": 0.5
    },
    {
     "p": 0.018754633143544197,
     "m": 0.7931411266326904
    },
    {
     "p": 0.0004349431546870619,
     "m": 0.562542200088501
    },
    {
     "p": 0.0023652371019124985,
     "m": 0.7776845693588257
    },
    {
     "p": 0.015081578865647316,
     "m": 0.8579809069633484
    },
    {
     "p": 0.012571466155350208,
     "m": 0.9957026243209839
    },
    {
     "p": 0.014451401308178902,
     "m": 0.9970953464508057
    },
    {
     "p": 0.09471805393695831,
     "m": 0.993969738483429
    },
    {
     "p": 0.02441079169511795,
     "m": 1.0
    },
    {
     "p": 0.2138397991657257,
     "m": 1.0
    },
    {
     "p": 0.3427894711494446,
     "m": 1.0
    },
    {
     "p": 0.006799982860684395,
     "m": 1.0
    },
    {
     "p": 0.0004349431546870619,
     "m": 0.7433141469955444
    },
    {
     "p": 0.0004349431546870619,
     "m": 0.7116597294807434
    },
    {
     "p": 0.0004349431546870619,
     "m": 0.7563867568969727
    },
    {
     "p": 0.0004349431546870619,
     "m": 0.7670592665672302
    },
    {
     "p": 0.0004349431546870619,
     "m": 0.8050158023834229
    },
    {
     "p": 0.0014386839466169477,
     "m": 0.9686902761459351
    },
    {
     "p": 0.0030873336363583803,
     "m": 0.9129676222801208
    },
    {
     "p": 0.0004349431546870619,
     "m": 0.5
    },
    {
     "p": 0.0011810315772891045,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 2.3599915504455566,
   "val_loss": 1.0165122747421265,
   "acc": 66.84,
   "time": 72.39225693499975,
   "mix_dist": 0.36730441451072693,
   "param": [
    {
     "p": 0.2373611032962799,
     "m": 0.5
    },
    {
     "p": 0.00043461460154503584,
     "m": 0.5
    },
    {
     "p": 0.014308253303170204,
     "m": 0.5
    },
    {
     "p": 0.024537596851587296,
     "m": 0.7996765971183777
    },
    {
     "p": 0.004807750228792429,
     "m": 0.5619463324546814
    },
    {
     "p": 0.0007712699007242918,
     "m": 0.7766803503036499
    },
    {
     "p": 0.01214409526437521,
     "m": 0.8475348353385925
    },
    {
     "p": 0.013209945522248745,
     "m": 0.9847670197486877
    },
    {
     "p": 0.014073589816689491,
     "m": 1.0
    },
    {
     "p": 0.09153814613819122,
     "m": 0.9998434782028198
    },
    {
     "p": 0.008909525349736214,
     "m": 0.9992823004722595
    },
    {
     "p": 0.22699585556983948,
     "m": 1.0
    },
    {
     "p": 0.34600090980529785,
     "m": 1.0
    },
    {
     "p": 0.00043461460154503584,
     "m": 1.0
    },
    {
     "p": 0.0005150734796188772,
     "m": 0.7545616030693054
    },
    {
     "p": 0.00043461460154503584,
     "m": 0.7040649056434631
    },
    {
     "p": 0.00043461460154503584,
     "m": 0.7621901631355286
    },
    {
     "p": 0.00043461460154503584,
     "m": 0.7572895288467407
    },
    {
     "p": 0.00043461460154503584,
     "m": 0.8050610423088074
    },
    {
     "p": 0.0005267267697490752,
     "m": 0.973497211933136
    },
    {
     "p": 0.0008233903790824115,
     "m": 0.9077683687210083
    },
    {
     "p": 0.00043461460154503584,
     "m": 0.5
    },
    {
     "p": 0.00043461460154503584,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 2.0103352069854736,
   "val_loss": 1.0406773090362549,
   "acc": 68.08,
   "time": 80.82436900100038,
   "mix_dist": 0.3690106272697449,
   "param": [
    {
     "p": 0.2419959157705307,
     "m": 0.5
    },
    {
     "p": 0.00043468308285810053,
     "m": 0.5
    },
    {
     "p": 0.025783531367778778,
     "m": 0.5
    },
    {
     "p": 0.013768170028924942,
     "m": 0.8205807209014893
    },
    {
     "p": 0.002466211561113596,
     "m": 0.5700182914733887
    },
    {
     "p": 0.00043468308285810053,
     "m": 0.773658037185669
    },
    {
     "p": 0.02077522501349449,
     "m": 0.8543012738227844
    },
    {
     "p": 0.0022635578643530607,
     "m": 0.9704504013061523
    },
    {
     "p": 0.01660229079425335,
     "m": 0.9989126920700073
    },
    {
     "p": 0.09722086042165756,
     "m": 1.0
    },
    {
     "p": 0.01391680259257555,
     "m": 1.0
    },
    {
     "p": 0.21643216907978058,
     "m": 1.0
    },
    {
     "p": 0.3433529734611511,
     "m": 1.0
    },
    {
     "p": 0.00043468308285810053,
     "m": 1.0
    },
    {
     "p": 0.00043468308285810053,
     "m": 0.7555934190750122
    },
    {
     "p": 0.00043468308285810053,
     "m": 0.6973459720611572
    },
    {
     "p": 0.00043468308285810053,
     "m": 0.7576149106025696
    },
    {
     "p": 0.00043468308285810053,
     "m": 0.7734875679016113
    },
    {
     "p": 0.00043468308285810053,
     "m": 0.8193280696868896
    },
    {
     "p": 0.00043468308285810053,
     "m": 0.9744046330451965
    },
    {
     "p": 0.00043468308285810053,
     "m": 0.9221070408821106
    },
    {
     "p": 0.00043468308285810053,
     "m": 0.5
    },
    {
     "p": 0.0006410620990209281,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 1.9652951955795288,
   "val_loss": 0.9215723276138306,
   "acc": 68.12,
   "time": 77.96166313499998,
   "mix_dist": 0.3734894096851349,
   "param": [
    {
     "p": 0.24708126485347748,
     "m": 0.5
    },
    {
     "p": 0.0004349331429693848,
     "m": 0.5
    },
    {
     "p": 0.016556870192289352,
     "m": 0.5
    },
    {
     "p": 0.0004349331429693848,
     "m": 0.832781195640564
    },
    {
     "p": 0.0004349331429693848,
     "m": 0.573998212814331
    },
    {
     "p": 0.0004349331429693848,
     "m": 0.7700547575950623
    },
    {
     "p": 0.027988195419311523,
     "m": 0.8709046244621277
    },
    {
     "p": 0.0004349331429693848,
     "m": 0.9739599227905273
    },
    {
     "p": 0.0237490963190794,
     "m": 0.9993454813957214
    },
    {
     "p": 0.08840155601501465,
     "m": 1.0
    },
    {
     "p": 0.00902087613940239,
     "m": 1.0
    },
    {
     "p": 0.22099000215530396,
     "m": 0.9998407959938049
    },
    {
     "p": 0.35968834161758423,
     "m": 1.0
    },
    {
     "p": 0.0004349331429693848,
     "m": 1.0
    },
    {
     "p": 0.0004349331429693848,
     "m": 0.7761040329933167
    },
    {
     "p": 0.0004349331429693848,
     "m": 0.6941726803779602
    },
    {
     "p": 0.0004349331429693848,
     "m": 0.7574760317802429
    },
    {
     "p": 0.0004349331429693848,
     "m": 0.7865367531776428
    },
    {
     "p": 0.0004349331429693848,
     "m": 0.8324605226516724
    },
    {
     "p": 0.0004349331429693848,
     "m": 0.9720525145530701
    },
    {
     "p": 0.0004349331429693848,
     "m": 0.9219668507575989
    },
    {
     "p": 0.0004349331429693848,
     "m": 0.5
    },
    {
     "p": 0.0004349331429693848,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 1.996951699256897,
   "val_loss": 0.9884819984436035,
   "acc": 67.77,
   "time": 70.26372262299992,
   "mix_dist": 0.3760969340801239,
   "param": [
    {
     "p": 0.2380954921245575,
     "m": 0.5
    },
    {
     "p": 0.00043450953671708703,
     "m": 0.5
    },
    {
     "p": 0.01865665800869465,
     "m": 0.5
    },
    {
     "p": 0.0016514270100742579,
     "m": 0.8448445200920105
    },
    {
     "p": 0.00043450953671708703,
     "m": 0.5796390175819397
    },
    {
     "p": 0.00043450953671708703,
     "m": 0.77829909324646
    },
    {
     "p": 0.019884273409843445,
     "m": 0.8574590682983398
    },
    {
     "p": 0.0010106933768838644,
     "m": 0.9868999719619751
    },
    {
     "p": 0.017092155292630196,
     "m": 1.0
    },
    {
     "p": 0.09262686222791672,
     "m": 0.9970407485961914
    },
    {
     "p": 0.01453939639031887,
     "m": 0.9980641007423401
    },
    {
     "p": 0.22578054666519165,
     "m": 1.0
    },
    {
     "p": 0.36064261198043823,
     "m": 1.0
    },
    {
     "p": 0.0006391740753315389,
     "m": 1.0
    },
    {
     "p": 0.000571547425352037,
     "m": 0.7957778573036194
    },
    {
     "p": 0.00043450953671708703,
     "m": 0.6711645126342773
    },
    {
     "p": 0.00043450953671708703,
     "m": 0.763943612575531
    },
    {
     "p": 0.00043450953671708703,
     "m": 0.7779136896133423
    },
    {
     "p": 0.00043450953671708703,
     "m": 0.8206930756568909
    },
    {
     "p": 0.0036203733179718256,
     "m": 0.9720790386199951
    },
    {
     "p": 0.00043450953671708703,
     "m": 0.9136947989463806
    },
    {
     "p": 0.00043450953671708703,
     "m": 0.5
    },
    {
     "p": 0.0012783888960257173,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 2.50962495803833,
   "val_loss": 0.9021125435829163,
   "acc": 68.04,
   "time": 77.6993303929994,
   "mix_dist": 0.36112746596336365,
   "param": [
    {
     "p": 0.2119564414024353,
     "m": 0.5
    },
    {
     "p": 0.0004355735727585852,
     "m": 0.5
    },
    {
     "p": 0.017985912039875984,
     "m": 0.5
    },
    {
     "p": 0.0008423943072557449,
     "m": 0.840265691280365
    },
    {
     "p": 0.002259173896163702,
     "m": 0.580829381942749
    },
    {
     "p": 0.0004355735727585852,
     "m": 0.7872660160064697
    },
    {
     "p": 0.027352314442396164,
     "m": 0.8509420156478882
    },
    {
     "p": 0.008482169359922409,
     "m": 0.9995891451835632
    },
    {
     "p": 0.03445250168442726,
     "m": 0.9998522996902466
    },
    {
     "p": 0.08964364230632782,
     "m": 1.0
    },
    {
     "p": 0.03457620367407799,
     "m": 1.0
    },
    {
     "p": 0.22075730562210083,
     "m": 1.0
    },
    {
     "p": 0.33350637555122375,
     "m": 1.0
    },
    {
     "p": 0.0004355735727585852,
     "m": 1.0
    },
    {
     "p": 0.0004355735727585852,
     "m": 0.8063302636146545
    },
    {
     "p": 0.0004355735727585852,
     "m": 0.6605526208877563
    },
    {
     "p": 0.0004355735727585852,
     "m": 0.7623295783996582
    },
    {
     "p": 0.0004355735727585852,
     "m": 0.778836190700531
    },
    {
     "p": 0.0004355735727585852,
     "m": 0.8381525278091431
    },
    {
     "p": 0.011782347224652767,
     "m": 0.9780545830726624
    },
    {
     "p": 0.0020476533100008965,
     "m": 0.9115752577781677
    },
    {
     "p": 0.0004355735727585852,
     "m": 0.5
    },
    {
     "p": 0.0004355735727585852,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 1.8815972805023193,
   "val_loss": 0.933428168296814,
   "acc": 67.99,
   "time": 89.54923502299971,
   "mix_dist": 0.3574632406234741,
   "param": [
    {
     "p": 0.21456000208854675,
     "m": 0.5
    },
    {
     "p": 0.0004354280245024711,
     "m": 0.5
    },
    {
     "p": 0.0167399775236845,
     "m": 0.5
    },
    {
     "p": 0.0004821953480131924,
     "m": 0.8380001187324524
    },
    {
     "p": 0.0004354280245024711,
     "m": 0.5820448398590088
    },
    {
     "p": 0.0004354280245024711,
     "m": 0.7833921909332275
    },
    {
     "p": 0.03197794780135155,
     "m": 0.8640371561050415
    },
    {
     "p": 0.006096128839999437,
     "m": 1.0
    },
    {
     "p": 0.03514423593878746,
     "m": 1.0
    },
    {
     "p": 0.08327443897724152,
     "m": 0.9999532103538513
    },
    {
     "p": 0.030078012496232986,
     "m": 1.0
    },
    {
     "p": 0.2291010320186615,
     "m": 1.0
    },
    {
     "p": 0.33990854024887085,
     "m": 1.0
    },
    {
     "p": 0.0004354280245024711,
     "m": 1.0
    },
    {
     "p": 0.0004354280245024711,
     "m": 0.8215644955635071
    },
    {
     "p": 0.0008369453134946525,
     "m": 0.6632006168365479
    },
    {
     "p": 0.0004354280245024711,
     "m": 0.7704740762710571
    },
    {
     "p": 0.0004354280245024711,
     "m": 0.7678150534629822
    },
    {
     "p": 0.0004354280245024711,
     "m": 0.8359763026237488
    },
    {
     "p": 0.004164084792137146,
     "m": 0.9945601224899292
    },
    {
     "p": 0.003282343503087759,
     "m": 0.9161484837532043
    },
    {
     "p": 0.0004354280245024711,
     "m": 0.5
    },
    {
     "p": 0.0004354280245024711,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 2.263993740081787,
   "val_loss": 1.0556472539901733,
   "acc": 66.94,
   "time": 84.72899184999915,
   "mix_dist": 0.3496823012828827,
   "param": [
    {
     "p": 0.21867984533309937,
     "m": 0.5
    },
    {
     "p": 0.0004351171955931932,
     "m": 0.5
    },
    {
     "p": 0.018140723928809166,
     "m": 0.5
    },
    {
     "p": 0.0004351171955931932,
     "m": 0.8460433483123779
    },
    {
     "p": 0.00043745047878473997,
     "m": 0.5807275772094727
    },
    {
     "p": 0.0004351171955931932,
     "m": 0.7881010174751282
    },
    {
     "p": 0.02888285554945469,
     "m": 0.8617302179336548
    },
    {
     "p": 0.0017586835892871022,
     "m": 0.9949834942817688
    },
    {
     "p": 0.025167066603899002,
     "m": 1.0
    },
    {
     "p": 0.09157071262598038,
     "m": 0.9995400905609131
    },
    {
     "p": 0.02683635614812374,
     "m": 1.0
    },
    {
     "p": 0.23771865665912628,
     "m": 1.0
    },
    {
     "p": 0.3450823724269867,
     "m": 1.0
    },
    {
     "p": 0.0004351171955931932,
     "m": 1.0
    },
    {
     "p": 0.0004351171955931932,
     "m": 0.8285771608352661
    },
    {
     "p": 0.0004351171955931932,
     "m": 0.6572133898735046
    },
    {
     "p": 0.0004351171955931932,
     "m": 0.7725625038146973
    },
    {
     "p": 0.0004351171955931932,
     "m": 0.7534284591674805
    },
    {
     "p": 0.0004351171955931932,
     "m": 0.8293129205703735
    },
    {
     "p": 0.0004351171955931932,
     "m": 0.9933438897132874
    },
    {
     "p": 0.0005041284603066742,
     "m": 0.9119452834129333
    },
    {
     "p": 0.0004351171955931932,
     "m": 0.5
    },
    {
     "p": 0.0004351171955931932,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 2.163675546646118,
   "val_loss": 0.9110848307609558,
   "acc": 68.27,
   "time": 76.78779949500131,
   "mix_dist": 0.3535161316394806,
   "param": [
    {
     "p": 0.21264338493347168,
     "m": 0.5
    },
    {
     "p": 0.0004353598924353719,
     "m": 0.5
    },
    {
     "p": 0.009826842695474625,
     "m": 0.5
    },
    {
     "p": 0.0004353598924353719,
     "m": 0.8328929543495178
    },
    {
     "p": 0.0004353598924353719,
     "m": 0.5871928334236145
    },
    {
     "p": 0.0004353598924353719,
     "m": 0.803671658039093
    },
    {
     "p": 0.02365855500102043,
     "m": 0.8634620904922485
    },
    {
     "p": 0.002527007134631276,
     "m": 1.0
    },
    {
     "p": 0.024135448038578033,
     "m": 1.0
    },
    {
     "p": 0.10362549871206284,
     "m": 0.9954171776771545
    },
    {
     "p": 0.018823234364390373,
     "m": 1.0
    },
    {
     "p": 0.24045340716838837,
     "m": 1.0
    },
    {
     "p": 0.3500337600708008,
     "m": 1.0
    },
    {
     "p": 0.0004353598924353719,
     "m": 1.0
    },
    {
     "p": 0.0004353598924353719,
     "m": 0.8358080387115479
    },
    {
     "p": 0.0004353598924353719,
     "m": 0.6625158786773682
    },
    {
     "p": 0.0004353598924353719,
     "m": 0.771431028842926
    },
    {
     "p": 0.0004353598924353719,
     "m": 0.7608082294464111
    },
    {
     "p": 0.0004353598924353719,
     "m": 0.8148482441902161
    },
    {
     "p": 0.0043745203875005245,
     "m": 0.9997023344039917
    },
    {
     "p": 0.004674228839576244,
     "m": 0.9300687909126282
    },
    {
     "p": 0.0004353598924353719,
     "m": 0.5
    },
    {
     "p": 0.0004353598924353719,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 2.346320629119873,
   "val_loss": 0.9545244574546814,
   "acc": 67.73,
   "time": 79.72235842400005,
   "mix_dist": 0.34325212240219116,
   "param": [
    {
     "p": 0.2122911512851715,
     "m": 0.5
    },
    {
     "p": 0.00043366002500988543,
     "m": 0.5
    },
    {
     "p": 0.018845804035663605,
     "m": 0.5
    },
    {
     "p": 0.0009266908746212721,
     "m": 0.8252028226852417
    },
    {
     "p": 0.0011457557557150722,
     "m": 0.5893338918685913
    },
    {
     "p": 0.0005307020619511604,
     "m": 0.8006992340087891
    },
    {
     "p": 0.030408639460802078,
     "m": 0.8787804245948792
    },
    {
     "p": 0.004894542973488569,
     "m": 0.9997472167015076
    },
    {
     "p": 0.024499673396348953,
     "m": 1.0
    },
    {
     "p": 0.10882999002933502,
     "m": 0.999873697757721
    },
    {
     "p": 0.00592001574113965,
     "m": 1.0
    },
    {
     "p": 0.22991804778575897,
     "m": 1.0
    },
    {
     "p": 0.35312893986701965,
     "m": 1.0
    },
    {
     "p": 0.004097755067050457,
     "m": 1.0
    },
    {
     "p": 0.0005812312592752278,
     "m": 0.8269626498222351
    },
    {
     "p": 0.0005119572742842138,
     "m": 0.6631811261177063
    },
    {
     "p": 0.00043366002500988543,
     "m": 0.7728585600852966
    },
    {
     "p": 0.00043366002500988543,
     "m": 0.7776026129722595
    },
    {
     "p": 0.00043366002500988543,
     "m": 0.8362094759941101
    },
    {
     "p": 0.00043366002500988543,
     "m": 0.9974728226661682
    },
    {
     "p": 0.00043366002500988543,
     "m": 0.9459493160247803
    },
    {
     "p": 0.00043366002500988543,
     "m": 0.5
    },
    {
     "p": 0.00043366002500988543,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 2.310271739959717,
   "val_loss": 0.9073514938354492,
   "acc": 67.91,
   "time": 85.7780032970004,
   "mix_dist": 0.35272014141082764,
   "param": [
    {
     "p": 0.21342800557613373,
     "m": 0.5
    },
    {
     "p": 0.00043442807509563863,
     "m": 0.5
    },
    {
     "p": 0.011507997289299965,
     "m": 0.5
    },
    {
     "p": 0.00043442807509563863,
     "m": 0.8210516571998596
    },
    {
     "p": 0.0015567054506391287,
     "m": 0.590871274471283
    },
    {
     "p": 0.00043442807509563863,
     "m": 0.8023634552955627
    },
    {
     "p": 0.023173192515969276,
     "m": 0.8734249472618103
    },
    {
     "p": 0.00043442807509563863,
     "m": 0.9883735775947571
    },
    {
     "p": 0.019296681508421898,
     "m": 1.0
    },
    {
     "p": 0.11454866081476212,
     "m": 0.9990823864936829
    },
    {
     "p": 0.006446477025747299,
     "m": 0.999244213104248
    },
    {
     "p": 0.2271827608346939,
     "m": 1.0
    },
    {
     "p": 0.3732922375202179,
     "m": 1.0
    },
    {
     "p": 0.0025443348567932844,
     "m": 1.0
    },
    {
     "p": 0.00043442807509563863,
     "m": 0.8232662677764893
    },
    {
     "p": 0.00043442807509563863,
     "m": 0.6690722703933716
    },
    {
     "p": 0.00043442807509563863,
     "m": 0.7860044240951538
    },
    {
     "p": 0.00043442807509563863,
     "m": 0.773344099521637
    },
    {
     "p": 0.00043442807509563863,
     "m": 0.8301381468772888
    },
    {
     "p": 0.0018099441658705473,
     "m": 0.9859562516212463
    },
    {
     "p": 0.00043442807509563863,
     "m": 0.9412791728973389
    },
    {
     "p": 0.00043442807509563863,
     "m": 0.5
    },
    {
     "p": 0.00043442807509563863,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 2.1669933795928955,
   "val_loss": 0.8861442804336548,
   "acc": 67.83,
   "time": 66.51191612900038,
   "mix_dist": 0.36379170417785645,
   "param": [
    {
     "p": 0.21720370650291443,
     "m": 0.5
    },
    {
     "p": 0.00043490392272360623,
     "m": 0.5
    },
    {
     "p": 0.004154455382376909,
     "m": 0.5
    },
    {
     "p": 0.00043490392272360623,
     "m": 0.8229828476905823
    },
    {
     "p": 0.0019859978929162025,
     "m": 0.5960977077484131
    },
    {
     "p": 0.00043490392272360623,
     "m": 0.8052114844322205
    },
    {
     "p": 0.02278694324195385,
     "m": 0.8749927282333374
    },
    {
     "p": 0.00043490392272360623,
     "m": 0.9782512187957764
    },
    {
     "p": 0.00836320873349905,
     "m": 1.0
    },
    {
     "p": 0.11244846880435944,
     "m": 1.0
    },
    {
     "p": 0.020182838663458824,
     "m": 1.0
    },
    {
     "p": 0.22784563899040222,
     "m": 1.0
    },
    {
     "p": 0.3789403438568115,
     "m": 1.0
    },
    {
     "p": 0.00043490392272360623,
     "m": 1.0
    },
    {
     "p": 0.00043490392272360623,
     "m": 0.8194664120674133
    },
    {
     "p": 0.00043490392272360623,
     "m": 0.6681627035140991
    },
    {
     "p": 0.00043490392272360623,
     "m": 0.7931660413742065
    },
    {
     "p": 0.00043490392272360623,
     "m": 0.7855842113494873
    },
    {
     "p": 0.00043490392272360623,
     "m": 0.818239688873291
    },
    {
     "p": 0.00043490392272360623,
     "m": 0.985893964767456
    },
    {
     "p": 0.00043490392272360623,
     "m": 0.9402303695678711
    },
    {
     "p": 0.00043490392272360623,
     "m": 0.5
    },
    {
     "p": 0.00043490392272360623,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 2.0499074459075928,
   "val_loss": 0.9501702189445496,
   "acc": 68.19,
   "time": 69.03928471200015,
   "mix_dist": 0.36525440216064453,
   "param": [
    {
     "p": 0.21599583327770233,
     "m": 0.5
    },
    {
     "p": 0.0004343836917541921,
     "m": 0.5
    },
    {
     "p": 0.005454960744827986,
     "m": 0.5
    },
    {
     "p": 0.00047302863094955683,
     "m": 0.8303620219230652
    },
    {
     "p": 0.0004343836917541921,
     "m": 0.5921432375907898
    },
    {
     "p": 0.0004343836917541921,
     "m": 0.8071709275245667
    },
    {
     "p": 0.015438558533787727,
     "m": 0.8879666328430176
    },
    {
     "p": 0.0014540787087753415,
     "m": 0.9782124161720276
    },
    {
     "p": 0.007502889726310968,
     "m": 1.0
    },
    {
     "p": 0.11554758995771408,
     "m": 0.996677577495575
    },
    {
     "p": 0.03323625773191452,
     "m": 1.0
    },
    {
     "p": 0.22066450119018555,
     "m": 1.0
    },
    {
     "p": 0.37617504596710205,
     "m": 1.0
    },
    {
     "p": 0.0004343836917541921,
     "m": 1.0
    },
    {
     "p": 0.0004343836917541921,
     "m": 0.8126948475837708
    },
    {
     "p": 0.0004343836917541921,
     "m": 0.6850529313087463
    },
    {
     "p": 0.0004343836917541921,
     "m": 0.79421067237854
    },
    {
     "p": 0.0004343836917541921,
     "m": 0.7952699661254883
    },
    {
     "p": 0.0004343836917541921,
     "m": 0.8345983624458313
    },
    {
     "p": 0.0020240803714841604,
     "m": 0.9796265959739685
    },
    {
     "p": 0.0004343836917541921,
     "m": 0.9351897239685059
    },
    {
     "p": 0.0004343836917541921,
     "m": 0.5
    },
    {
     "p": 0.0012551345862448215,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 2.098541498184204,
   "val_loss": 0.9520968794822693,
   "acc": 67.87,
   "time": 65.84607400200002,
   "mix_dist": 0.3676582872867584,
   "param": [
    {
     "p": 0.21078646183013916,
     "m": 0.5
    },
    {
     "p": 0.00043589671258814633,
     "m": 0.5
    },
    {
     "p": 0.006222139578312635,
     "m": 0.5
    },
    {
     "p": 0.00043589671258814633,
     "m": 0.8457045555114746
    },
    {
     "p": 0.00043589671258814633,
     "m": 0.5965077877044678
    },
    {
     "p": 0.00043589671258814633,
     "m": 0.822054922580719
    },
    {
     "p": 0.023029223084449768,
     "m": 0.8903031945228577
    },
    {
     "p": 0.0049585928209125996,
     "m": 0.9813909530639648
    },
    {
     "p": 0.017751455307006836,
     "m": 0.9986377358436584
    },
    {
     "p": 0.11373824626207352,
     "m": 1.0
    },
    {
     "p": 0.03918328881263733,
     "m": 0.9983235597610474
    },
    {
     "p": 0.2111079841852188,
     "m": 1.0
    },
    {
     "p": 0.36712026596069336,
     "m": 1.0
    },
    {
     "p": 0.00043589671258814633,
     "m": 1.0
    },
    {
     "p": 0.00043589671258814633,
     "m": 0.8161754608154297
    },
    {
     "p": 0.00043589671258814633,
     "m": 0.6958489418029785
    },
    {
     "p": 0.00043589671258814633,
     "m": 0.7933405041694641
    },
    {
     "p": 0.00043589671258814633,
     "m": 0.7889522314071655
    },
    {
     "p": 0.00043589671258814633,
     "m": 0.836137592792511
    },
    {
     "p": 0.00043589671258814633,
     "m": 0.9730143547058105
    },
    {
     "p": 0.00043589671258814633,
     "m": 0.9345225691795349
    },
    {
     "p": 0.00043589671258814633,
     "m": 0.5
    },
    {
     "p": 0.00043589671258814633,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 2.2666335105895996,
   "val_loss": 0.9928065538406372,
   "acc": 67.49,
   "time": 75.64333503600028,
   "mix_dist": 0.3553149998188019,
   "param": [
    {
     "p": 0.20461708307266235,
     "m": 0.5
    },
    {
     "p": 0.00043560456833802164,
     "m": 0.5
    },
    {
     "p": 0.014553720131516457,
     "m": 0.5
    },
    {
     "p": 0.004370278213173151,
     "m": 0.8417581915855408
    },
    {
     "p": 0.0015433459775522351,
     "m": 0.5862670540809631
    },
    {
     "p": 0.00043560456833802164,
     "m": 0.8233455419540405
    },
    {
     "p": 0.014371438883244991,
     "m": 0.884064793586731
    },
    {
     "p": 0.016721297055482864,
     "m": 0.9846827387809753
    },
    {
     "p": 0.017911028116941452,
     "m": 1.0
    },
    {
     "p": 0.11283674836158752,
     "m": 1.0
    },
    {
     "p": 0.03772444650530815,
     "m": 1.0
    },
    {
     "p": 0.20744335651397705,
     "m": 1.0
    },
    {
     "p": 0.35766053199768066,
     "m": 1.0
    },
    {
     "p": 0.005376787390559912,
     "m": 1.0
    },
    {
     "p": 0.00043560456833802164,
     "m": 0.821370542049408
    },
    {
     "p": 0.00043560456833802164,
     "m": 0.7136675715446472
    },
    {
     "p": 0.00043560456833802164,
     "m": 0.8070008158683777
    },
    {
     "p": 0.00043560456833802164,
     "m": 0.7798995971679688
    },
    {
     "p": 0.00043560456833802164,
     "m": 0.8346218466758728
    },
    {
     "p": 0.00043560456833802164,
     "m": 0.9821044206619263
    },
    {
     "p": 0.00043560456833802164,
     "m": 0.9350178241729736
    },
    {
     "p": 0.00043560456833802164,
     "m": 0.5
    },
    {
     "p": 0.00051403435645625,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 2.105344533920288,
   "val_loss": 1.0302207469940186,
   "acc": 67.97,
   "time": 73.58138229900032,
   "mix_dist": 0.359272837638855,
   "param": [
    {
     "p": 0.2106175422668457,
     "m": 0.5
    },
    {
     "p": 0.00043334660585969687,
     "m": 0.5
    },
    {
     "p": 0.02288481965661049,
     "m": 0.5
    },
    {
     "p": 0.0006917814607731998,
     "m": 0.8494006395339966
    },
    {
     "p": 0.0006241622613742948,
     "m": 0.5959506034851074
    },
    {
     "p": 0.00043334660585969687,
     "m": 0.8336159586906433
    },
    {
     "p": 0.0007425975054502487,
     "m": 0.8793178796768188
    },
    {
     "p": 0.004837977699935436,
     "m": 0.9858380556106567
    },
    {
     "p": 0.02014496549963951,
     "m": 1.0
    },
    {
     "p": 0.10581810772418976,
     "m": 0.9984837770462036
    },
    {
     "p": 0.04081060737371445,
     "m": 0.9945006370544434
    },
    {
     "p": 0.22056131064891815,
     "m": 0.9987072944641113
    },
    {
     "p": 0.3650800287723541,
     "m": 1.0
    },
    {
     "p": 0.00043334660585969687,
     "m": 1.0
    },
    {
     "p": 0.00043334660585969687,
     "m": 0.8155432343482971
    },
    {
     "p": 0.00043334660585969687,
     "m": 0.736047089099884
    },
    {
     "p": 0.00043334660585969687,
     "m": 0.8093751072883606
    },
    {
     "p": 0.00043334660585969687,
     "m": 0.7765582799911499
    },
    {
     "p": 0.00043334660585969687,
     "m": 0.8319023847579956
    },
    {
     "p": 0.0005013605114072561,
     "m": 0.9851638078689575
    },
    {
     "p": 0.000630914350040257,
     "m": 0.9559189677238464
    },
    {
     "p": 0.00043334660585969687,
     "m": 0.5
    },
    {
     "p": 0.002153764246031642,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 2.0482306480407715,
   "val_loss": 0.8722068667411804,
   "acc": 68.03,
   "time": 83.29664842500097,
   "mix_dist": 0.35595235228538513,
   "param": [
    {
     "p": 0.2251557558774948,
     "m": 0.5
    },
    {
     "p": 0.00043508230010047555,
     "m": 0.5
    },
    {
     "p": 0.023456759750843048,
     "m": 0.5
    },
    {
     "p": 0.00043508230010047555,
     "m": 0.8586030602455139
    },
    {
     "p": 0.00043508230010047555,
     "m": 0.6081369519233704
    },
    {
     "p": 0.00043508230010047555,
     "m": 0.8227059245109558
    },
    {
     "p": 0.012405401095747948,
     "m": 0.8843778371810913
    },
    {
     "p": 0.00043508230010047555,
     "m": 0.9884079694747925
    },
    {
     "p": 0.0049629537388682365,
     "m": 0.9992324709892273
    },
    {
     "p": 0.10942325741052628,
     "m": 0.9993934631347656
    },
    {
     "p": 0.03727290779352188,
     "m": 0.9993395805358887
    },
    {
     "p": 0.2205924093723297,
     "m": 1.0
    },
    {
     "p": 0.3602046072483063,
     "m": 1.0
    },
    {
     "p": 0.00043508230010047555,
     "m": 1.0
    },
    {
     "p": 0.00043508230010047555,
     "m": 0.8094257712364197
    },
    {
     "p": 0.00043508230010047555,
     "m": 0.7533332109451294
    },
    {
     "p": 0.00043508230010047555,
     "m": 0.8030849695205688
    },
    {
     "p": 0.00043508230010047555,
     "m": 0.7949656248092651
    },
    {
     "p": 0.00043508230010047555,
     "m": 0.81904536485672
    },
    {
     "p": 0.00043508230010047555,
     "m": 0.9873526096343994
    },
    {
     "p": 0.00043508230010047555,
     "m": 0.9601891040802002
    },
    {
     "p": 0.00043508230010047555,
     "m": 0.5
    },
    {
     "p": 0.00043508230010047555,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 2.153280735015869,
   "val_loss": 0.9141975045204163,
   "acc": 68.42,
   "time": 74.73387914000159,
   "mix_dist": 0.35631221532821655,
   "param": [
    {
     "p": 0.22476726770401,
     "m": 0.5
    },
    {
     "p": 0.00043581132194958627,
     "m": 0.5
    },
    {
     "p": 0.019423656165599823,
     "m": 0.5
    },
    {
     "p": 0.00043581132194958627,
     "m": 0.8643338084220886
    },
    {
     "p": 0.00043581132194958627,
     "m": 0.6092185974121094
    },
    {
     "p": 0.00043581132194958627,
     "m": 0.8177547454833984
    },
    {
     "p": 0.0032543824054300785,
     "m": 0.8759915232658386
    },
    {
     "p": 0.002510943217203021,
     "m": 0.9832707643508911
    },
    {
     "p": 0.015652714297175407,
     "m": 0.997532069683075
    },
    {
     "p": 0.11947191506624222,
     "m": 1.0
    },
    {
     "p": 0.028717011213302612,
     "m": 0.9982328414916992
    },
    {
     "p": 0.21919387578964233,
     "m": 1.0
    },
    {
     "p": 0.36010006070137024,
     "m": 1.0
    },
    {
     "p": 0.0012428371701389551,
     "m": 1.0
    },
    {
     "p": 0.00043581132194958627,
     "m": 0.8147730827331543
    },
    {
     "p": 0.00043581132194958627,
     "m": 0.7622032165527344
    },
    {
     "p": 0.00043581132194958627,
     "m": 0.7825424671173096
    },
    {
     "p": 0.00043581132194958627,
     "m": 0.8111834526062012
    },
    {
     "p": 0.00043581132194958627,
     "m": 0.8325897455215454
    },
    {
     "p": 0.00043581132194958627,
     "m": 0.9941769242286682
    },
    {
     "p": 0.00043581132194958627,
     "m": 0.9664927124977112
    },
    {
     "p": 0.00043581132194958627,
     "m": 0.5
    },
    {
     "p": 0.00043581132194958627,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 2.178640604019165,
   "val_loss": 0.8746367692947388,
   "acc": 68.0,
   "time": 57.67953672099975,
   "mix_dist": 0.3594592809677124,
   "param": [
    {
     "p": 0.23366107046604156,
     "m": 0.5
    },
    {
     "p": 0.00043497912702150643,
     "m": 0.5
    },
    {
     "p": 0.012623904272913933,
     "m": 0.5
    },
    {
     "p": 0.00043497912702150643,
     "m": 0.8767192363739014
    },
    {
     "p": 0.00043497912702150643,
     "m": 0.5921799540519714
    },
    {
     "p": 0.00043497912702150643,
     "m": 0.8043749928474426
    },
    {
     "p": 0.0004425110819283873,
     "m": 0.8844950199127197
    },
    {
     "p": 0.00043497912702150643,
     "m": 0.9929020404815674
    },
    {
     "p": 0.01027250662446022,
     "m": 0.9996405243873596
    },
    {
     "p": 0.11628224700689316,
     "m": 1.0
    },
    {
     "p": 0.025203745812177658,
     "m": 0.9999921917915344
    },
    {
     "p": 0.2346617728471756,
     "m": 1.0
    },
    {
     "p": 0.36029085516929626,
     "m": 1.0
    },
    {
     "p": 0.00043497912702150643,
     "m": 1.0
    },
    {
     "p": 0.00043497912702150643,
     "m": 0.8098129630088806
    },
    {
     "p": 0.00043497912702150643,
     "m": 0.7605124115943909
    },
    {
     "p": 0.00043497912702150643,
     "m": 0.7946291565895081
    },
    {
     "p": 0.00043497912702150643,
     "m": 0.8321859240531921
    },
    {
     "p": 0.00043497912702150643,
     "m": 0.8297026753425598
    },
    {
     "p": 0.00043497912702150643,
     "m": 0.9968248009681702
    },
    {
     "p": 0.000471908540930599,
     "m": 0.9782263040542603
    },
    {
     "p": 0.00043497912702150643,
     "m": 0.5
    },
    {
     "p": 0.00043497912702150643,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 2.2323694229125977,
   "val_loss": 0.9204477667808533,
   "acc": 67.9,
   "time": 75.45268441199914,
   "mix_dist": 0.35566866397857666,
   "param": [
    {
     "p": 0.22759783267974854,
     "m": 0.5
    },
    {
     "p": 0.00043451550300233066,
     "m": 0.5
    },
    {
     "p": 0.013972904533147812,
     "m": 0.5
    },
    {
     "p": 0.00043451550300233066,
     "m": 0.8605983853340149
    },
    {
     "p": 0.00043451550300233066,
     "m": 0.5716761350631714
    },
    {
     "p": 0.0014848205028101802,
     "m": 0.8210407495498657
    },
    {
     "p": 0.01259478647261858,
     "m": 0.8705517649650574
    },
    {
     "p": 0.0066078039817512035,
     "m": 0.9878173470497131
    },
    {
     "p": 0.010124082677066326,
     "m": 0.9977861642837524
    },
    {
     "p": 0.11424945294857025,
     "m": 0.999821126461029
    },
    {
     "p": 0.026244565844535828,
     "m": 0.9930956363677979
    },
    {
     "p": 0.22610965371131897,
     "m": 1.0
    },
    {
     "p": 0.3490571975708008,
     "m": 1.0
    },
    {
     "p": 0.004958119709044695,
     "m": 1.0
    },
    {
     "p": 0.00043451550300233066,
     "m": 0.8095653057098389
    },
    {
     "p": 0.0005102100549265742,
     "m": 0.7399581670761108
    },
    {
     "p": 0.00043451550300233066,
     "m": 0.7987233400344849
    },
    {
     "p": 0.00043451550300233066,
     "m": 0.8347214460372925
    },
    {
     "p": 0.00043451550300233066,
     "m": 0.8269979357719421
    },
    {
     "p": 0.0021239127963781357,
     "m": 0.9992192387580872
    },
    {
     "p": 0.00045411926112137735,
     "m": 0.9788447022438049
    },
    {
     "p": 0.00043451550300233066,
     "m": 0.5
    },
    {
     "p": 0.00043451550300233066,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 1.9717092514038086,
   "val_loss": 0.8914965987205505,
   "acc": 68.16,
   "time": 64.98221051899964,
   "mix_dist": 0.35302186012268066,
   "param": [
    {
     "p": 0.2359863668680191,
     "m": 0.5
    },
    {
     "p": 0.0004346716159489006,
     "m": 0.5
    },
    {
     "p": 0.0023095335345715284,
     "m": 0.5
    },
    {
     "p": 0.0004968439461663365,
     "m": 0.8591784238815308
    },
    {
     "p": 0.0004346716159489006,
     "m": 0.5740416646003723
    },
    {
     "p": 0.0004346716159489006,
     "m": 0.8308801651000977
    },
    {
     "p": 0.0012803204590454698,
     "m": 0.8636384606361389
    },
    {
     "p": 0.0063082380220294,
     "m": 0.9794050455093384
    },
    {
     "p": 0.01023778598755598,
     "m": 0.9973105192184448
    },
    {
     "p": 0.11062734574079514,
     "m": 0.9978147149085999
    },
    {
     "p": 0.029059262946248055,
     "m": 1.0
    },
    {
     "p": 0.2364848554134369,
     "m": 1.0
    },
    {
     "p": 0.35355228185653687,
     "m": 1.0
    },
    {
     "p": 0.0004346716159489006,
     "m": 1.0
    },
    {
     "p": 0.0004346716159489006,
     "m": 0.8099172115325928
    },
    {
     "p": 0.0004346716159489006,
     "m": 0.7260354161262512
    },
    {
     "p": 0.0004346716159489006,
     "m": 0.8026258945465088
    },
    {
     "p": 0.0004346716159489006,
     "m": 0.8268159627914429
    },
    {
     "p": 0.0004346716159489006,
     "m": 0.8191540241241455
    },
    {
     "p": 0.003680732799693942,
     "m": 0.9994149208068848
    },
    {
     "p": 0.0044526900164783,
     "m": 0.9809866547584534
    },
    {
     "p": 0.0004346716159489006,
     "m": 0.5
    },
    {
     "p": 0.0011772086145356297,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 2.164891004562378,
   "val_loss": 0.9048771858215332,
   "acc": 67.95,
   "time": 59.32050147299924,
   "mix_dist": 0.35290172696113586,
   "param": [
    {
     "p": 0.23772701621055603,
     "m": 0.5
    },
    {
     "p": 0.0004349932132754475,
     "m": 0.5
    },
    {
     "p": 0.004232444334775209,
     "m": 0.5
    },
    {
     "p": 0.0004349932132754475,
     "m": 0.8510186076164246
    },
    {
     "p": 0.0004349932132754475,
     "m": 0.5839638113975525
    },
    {
     "p": 0.0004349932132754475,
     "m": 0.8396461009979248
    },
    {
     "p": 0.003795078257098794,
     "m": 0.8631444573402405
    },
    {
     "p": 0.0004349932132754475,
     "m": 0.9855352640151978
    },
    {
     "p": 0.01309458538889885,
     "m": 1.0
    },
    {
     "p": 0.11624690145254135,
     "m": 0.9850600957870483
    },
    {
     "p": 0.02716267853975296,
     "m": 0.9971615076065063
    },
    {
     "p": 0.23047001659870148,
     "m": 1.0
    },
    {
     "p": 0.35587191581726074,
     "m": 1.0
    },
    {
     "p": 0.0004349932132754475,
     "m": 1.0
    },
    {
     "p": 0.0004349932132754475,
     "m": 0.8184547424316406
    },
    {
     "p": 0.0004349932132754475,
     "m": 0.7209513783454895
    },
    {
     "p": 0.0004349932132754475,
     "m": 0.7967799305915833
    },
    {
     "p": 0.0004349932132754475,
     "m": 0.8202048540115356
    },
    {
     "p": 0.0004349932132754475,
     "m": 0.8178009390830994
    },
    {
     "p": 0.0004349932132754475,
     "m": 0.9987195730209351
    },
    {
     "p": 0.005309678614139557,
     "m": 0.992891252040863
    },
    {
     "p": 0.0004349932132754475,
     "m": 0.5
    },
    {
     "p": 0.0004349932132754475,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 2.3213729858398438,
   "val_loss": 0.9251729846000671,
   "acc": 67.99,
   "time": 65.80704664199948,
   "mix_dist": 0.3615962862968445,
   "param": [
    {
     "p": 0.24140241742134094,
     "m": 0.5
    },
    {
     "p": 0.0004345077904872596,
     "m": 0.5
    },
    {
     "p": 0.000761329778470099,
     "m": 0.5
    },
    {
     "p": 0.0037654784973710775,
     "m": 0.8646268844604492
    },
    {
     "p": 0.0004345077904872596,
     "m": 0.5849781036376953
    },
    {
     "p": 0.0004345077904872596,
     "m": 0.8392965197563171
    },
    {
     "p": 0.0029724519699811935,
     "m": 0.8676518201828003
    },
    {
     "p": 0.0004345077904872596,
     "m": 0.9928165674209595
    },
    {
     "p": 0.013369915075600147,
     "m": 1.0
    },
    {
     "p": 0.12146978080272675,
     "m": 0.9937022924423218
    },
    {
     "p": 0.027432899922132492,
     "m": 0.9989522695541382
    },
    {
     "p": 0.22424070537090302,
     "m": 1.0
    },
    {
     "p": 0.3578140139579773,
     "m": 1.0
    },
    {
     "p": 0.0004345077904872596,
     "m": 1.0
    },
    {
     "p": 0.0004345077904872596,
     "m": 0.8001542091369629
    },
    {
     "p": 0.0004345077904872596,
     "m": 0.724615752696991
    },
    {
     "p": 0.0004345077904872596,
     "m": 0.7936409115791321
    },
    {
     "p": 0.0004345077904872596,
     "m": 0.8321302533149719
    },
    {
     "p": 0.0004345077904872596,
     "m": 0.8155092000961304
    },
    {
     "p": 0.0011226104106754065,
     "m": 0.9946526288986206
    },
    {
     "p": 0.0004345077904872596,
     "m": 0.9979256987571716
    },
    {
     "p": 0.0004345077904872596,
     "m": 0.5
    },
    {
     "p": 0.0004345077904872596,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 2.0885367393493652,
   "val_loss": 0.8202380537986755,
   "acc": 67.87,
   "time": 62.61962794300052,
   "mix_dist": 0.3617282807826996,
   "param": [
    {
     "p": 0.2408502846956253,
     "m": 0.5
    },
    {
     "p": 0.00043581583304330707,
     "m": 0.5
    },
    {
     "p": 0.005080799572169781,
     "m": 0.5
    },
    {
     "p": 0.00043581583304330707,
     "m": 0.851855456829071
    },
    {
     "p": 0.0010646695736795664,
     "m": 0.580232560634613
    },
    {
     "p": 0.00043581583304330707,
     "m": 0.8411923050880432
    },
    {
     "p": 0.013493446633219719,
     "m": 0.8827701807022095
    },
    {
     "p": 0.0064292666502296925,
     "m": 0.9751391410827637
    },
    {
     "p": 0.029873406514525414,
     "m": 0.9999802708625793
    },
    {
     "p": 0.11593343317508698,
     "m": 1.0
    },
    {
     "p": 0.027587544173002243,
     "m": 1.0
    },
    {
     "p": 0.1995524913072586,
     "m": 1.0
    },
    {
     "p": 0.35162368416786194,
     "m": 1.0
    },
    {
     "p": 0.00043581583304330707,
     "m": 1.0
    },
    {
     "p": 0.00043581583304330707,
     "m": 0.7993180155754089
    },
    {
     "p": 0.00043581583304330707,
     "m": 0.7239037156105042
    },
    {
     "p": 0.00043581583304330707,
     "m": 0.794855535030365
    },
    {
     "p": 0.00043581583304330707,
     "m": 0.830208420753479
    },
    {
     "p": 0.00043581583304330707,
     "m": 0.820073127746582
    },
    {
     "p": 0.00043581583304330707,
     "m": 0.9837751388549805
    },
    {
     "p": 0.0032814261503517628,
     "m": 0.9896011352539062
    },
    {
     "p": 0.00043581583304330707,
     "m": 0.5
    },
    {
     "p": 0.00043581583304330707,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 2.1028356552124023,
   "val_loss": 0.8179391026496887,
   "acc": 67.82,
   "time": 69.32517271699908,
   "mix_dist": 0.3552984893321991,
   "param": [
    {
     "p": 0.2337380051612854,
     "m": 0.5
    },
    {
     "p": 0.00043474868289195,
     "m": 0.5
    },
    {
     "p": 0.006262202747166157,
     "m": 0.5
    },
    {
     "p": 0.004319850821048021,
     "m": 0.8465577960014343
    },
    {
     "p": 0.00549920042976737,
     "m": 0.5841735005378723
    },
    {
     "p": 0.00043474868289195,
     "m": 0.8517494797706604
    },
    {
     "p": 0.01853770576417446,
     "m": 0.8913758993148804
    },
    {
     "p": 0.00043474868289195,
     "m": 0.9873018264770508
    },
    {
     "p": 0.02954327128827572,
     "m": 1.0
    },
    {
     "p": 0.12250145524740219,
     "m": 1.0
    },
    {
     "p": 0.029039587825536728,
     "m": 0.9998102188110352
    },
    {
     "p": 0.19523124396800995,
     "m": 1.0
    },
    {
     "p": 0.3366799056529999,
     "m": 1.0
    },
    {
     "p": 0.00043474868289195,
     "m": 1.0
    },
    {
     "p": 0.00043474868289195,
     "m": 0.7995256781578064
    },
    {
     "p": 0.00043474868289195,
     "m": 0.7218868136405945
    },
    {
     "p": 0.00043474868289195,
     "m": 0.7844465970993042
    },
    {
     "p": 0.00043474868289195,
     "m": 0.8294179439544678
    },
    {
     "p": 0.00043474868289195,
     "m": 0.8243181109428406
    },
    {
     "p": 0.0031332336366176605,
     "m": 0.9744630455970764
    },
    {
     "p": 0.005595553666353226,
     "m": 1.0
    },
    {
     "p": 0.00043474868289195,
     "m": 0.5
    },
    {
     "p": 0.005571529734879732,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 2.2890257835388184,
   "val_loss": 0.9039834141731262,
   "acc": 67.49,
   "time": 76.71748998600015,
   "mix_dist": 0.3511350154876709,
   "param": [
    {
     "p": 0.24238865077495575,
     "m": 0.5
    },
    {
     "p": 0.0004350116360001266,
     "m": 0.5
    },
    {
     "p": 0.011219074949622154,
     "m": 0.5
    },
    {
     "p": 0.006130911409854889,
     "m": 0.856176495552063
    },
    {
     "p": 0.0004350116360001266,
     "m": 0.6060739755630493
    },
    {
     "p": 0.0004350116360001266,
     "m": 0.8461785912513733
    },
    {
     "p": 0.008314143866300583,
     "m": 0.89812833070755
    },
    {
     "p": 0.0070754727348685265,
     "m": 0.9870385527610779
    },
    {
     "p": 0.023550625890493393,
     "m": 1.0
    },
    {
     "p": 0.12897169589996338,
     "m": 1.0
    },
    {
     "p": 0.03292042016983032,
     "m": 1.0
    },
    {
     "p": 0.19706572592258453,
     "m": 1.0
    },
    {
     "p": 0.3336794674396515,
     "m": 1.0
    },
    {
     "p": 0.0009938697330653667,
     "m": 1.0
    },
    {
     "p": 0.0004350116360001266,
     "m": 0.8069382905960083
    },
    {
     "p": 0.0004350116360001266,
     "m": 0.7232803702354431
    },
    {
     "p": 0.0004350116360001266,
     "m": 0.7871719002723694
    },
    {
     "p": 0.0004350116360001266,
     "m": 0.8368062973022461
    },
    {
     "p": 0.0004350116360001266,
     "m": 0.8124722242355347
    },
    {
     "p": 0.0009255768381990492,
     "m": 0.9763081669807434
    },
    {
     "p": 0.0004350116360001266,
     "m": 0.9927040934562683
    },
    {
     "p": 0.0004350116360001266,
     "m": 0.5
    },
    {
     "p": 0.002414405345916748,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 1.9967321157455444,
   "val_loss": 0.9238780736923218,
   "acc": 68.43,
   "time": 63.35180342299827,
   "mix_dist": 0.3593330979347229,
   "param": [
    {
     "p": 0.24940802156925201,
     "m": 0.5
    },
    {
     "p": 0.0004350583185441792,
     "m": 0.5
    },
    {
     "p": 0.01564919576048851,
     "m": 0.5
    },
    {
     "p": 0.006518304347991943,
     "m": 0.8469241261482239
    },
    {
     "p": 0.0004350583185441792,
     "m": 0.6068907976150513
    },
    {
     "p": 0.0004778957518283278,
     "m": 0.8380163908004761
    },
    {
     "p": 0.0004350583185441792,
     "m": 0.9061936140060425
    },
    {
     "p": 0.0007359601440839469,
     "m": 0.9969314336776733
    },
    {
     "p": 0.02290644496679306,
     "m": 1.0
    },
    {
     "p": 0.12992054224014282,
     "m": 1.0
    },
    {
     "p": 0.03950401768088341,
     "m": 1.0
    },
    {
     "p": 0.19943486154079437,
     "m": 1.0
    },
    {
     "p": 0.32978928089141846,
     "m": 1.0
    },
    {
     "p": 0.0004350583185441792,
     "m": 1.0
    },
    {
     "p": 0.0004350583185441792,
     "m": 0.8179217576980591
    },
    {
     "p": 0.0004350583185441792,
     "m": 0.7269533276557922
    },
    {
     "p": 0.0004350583185441792,
     "m": 0.7851461172103882
    },
    {
     "p": 0.0004350583185441792,
     "m": 0.8284211158752441
    },
    {
     "p": 0.0004350583185441792,
     "m": 0.8141158223152161
    },
    {
     "p": 0.0004350583185441792,
     "m": 0.9577388167381287
    },
    {
     "p": 0.0004350583185441792,
     "m": 0.989313542842865
    },
    {
     "p": 0.0004350583185441792,
     "m": 0.5
    },
    {
     "p": 0.0004350583185441792,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 1.9186484813690186,
   "val_loss": 0.8444342017173767,
   "acc": 67.84,
   "time": 65.58662983499926,
   "mix_dist": 0.355815052986145,
   "param": [
    {
     "p": 0.254946768283844,
     "m": 0.5
    },
    {
     "p": 0.0004355240671429783,
     "m": 0.5
    },
    {
     "p": 0.00706910528242588,
     "m": 0.5
    },
    {
     "p": 0.0004355240671429783,
     "m": 0.850836455821991
    },
    {
     "p": 0.0004355240671429783,
     "m": 0.6156669855117798
    },
    {
     "p": 0.0004355240671429783,
     "m": 0.8604769706726074
    },
    {
     "p": 0.004472557455301285,
     "m": 0.9031414985656738
    },
    {
     "p": 0.0004355240671429783,
     "m": 0.9916082620620728
    },
    {
     "p": 0.02024911902844906,
     "m": 1.0
    },
    {
     "p": 0.13473966717720032,
     "m": 1.0
    },
    {
     "p": 0.03328996151685715,
     "m": 0.9996498823165894
    },
    {
     "p": 0.20456190407276154,
     "m": 1.0
    },
    {
     "p": 0.33396437764167786,
     "m": 1.0
    },
    {
     "p": 0.0004355240671429783,
     "m": 1.0
    },
    {
     "p": 0.0004355240671429783,
     "m": 0.8380768895149231
    },
    {
     "p": 0.0004355240671429783,
     "m": 0.7271022796630859
    },
    {
     "p": 0.0004355240671429783,
     "m": 0.7743664979934692
    },
    {
     "p": 0.0004355240671429783,
     "m": 0.8383115530014038
    },
    {
     "p": 0.0004355240671429783,
     "m": 0.8108521699905396
    },
    {
     "p": 0.0004355240671429783,
     "m": 0.9567201733589172
    },
    {
     "p": 0.0006094411946833134,
     "m": 0.9808885455131531
    },
    {
     "p": 0.0004355240671429783,
     "m": 0.5
    },
    {
     "p": 0.0004355240671429783,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 2.2702231407165527,
   "val_loss": 0.9428457021713257,
   "acc": 68.12,
   "time": 64.93009980999886,
   "mix_dist": 0.36308422684669495,
   "param": [
    {
     "p": 0.2577025294303894,
     "m": 0.5
    },
    {
     "p": 0.00043510846444405615,
     "m": 0.5
    },
    {
     "p": 0.00043510846444405615,
     "m": 0.5
    },
    {
     "p": 0.006315250415354967,
     "m": 0.8455785512924194
    },
    {
     "p": 0.00043510846444405615,
     "m": 0.6284686923027039
    },
    {
     "p": 0.00043510846444405615,
     "m": 0.8588154315948486
    },
    {
     "p": 0.004895665217190981,
     "m": 0.9016478061676025
    },
    {
     "p": 0.00043510846444405615,
     "m": 0.9813926815986633
    },
    {
     "p": 0.023711204528808594,
     "m": 1.0
    },
    {
     "p": 0.13500916957855225,
     "m": 1.0
    },
    {
     "p": 0.035229265689849854,
     "m": 0.9982718825340271
    },
    {
     "p": 0.1936718076467514,
     "m": 1.0
    },
    {
     "p": 0.33677786588668823,
     "m": 1.0
    },
    {
     "p": 0.0005435891216620803,
     "m": 1.0
    },
    {
     "p": 0.00043510846444405615,
     "m": 0.8347124457359314
    },
    {
     "p": 0.00043510846444405615,
     "m": 0.7255437970161438
    },
    {
     "p": 0.00043510846444405615,
     "m": 0.7782363891601562
    },
    {
     "p": 0.00043510846444405615,
     "m": 0.8245154619216919
    },
    {
     "p": 0.00043510846444405615,
     "m": 0.8083792924880981
    },
    {
     "p": 0.0004874940204899758,
     "m": 0.9765114784240723
    },
    {
     "p": 0.00043510846444405615,
     "m": 0.990225076675415
    },
    {
     "p": 0.00043510846444405615,
     "m": 0.5
    },
    {
     "p": 0.00043510846444405615,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 2.15903639793396,
   "val_loss": 0.919319748878479,
   "acc": 68.62,
   "time": 65.64734422800029,
   "mix_dist": 0.3721587061882019,
   "param": [
    {
     "p": 0.24012118577957153,
     "m": 0.5
    },
    {
     "p": 0.0004349917871877551,
     "m": 0.5
    },
    {
     "p": 0.018118225038051605,
     "m": 0.5
    },
    {
     "p": 0.00870522391051054,
     "m": 0.8572865724563599
    },
    {
     "p": 0.0004349917871877551,
     "m": 0.640021800994873
    },
    {
     "p": 0.00256532384082675,
     "m": 0.8621749877929688
    },
    {
     "p": 0.0010310463840141892,
     "m": 0.900556743144989
    },
    {
     "p": 0.002951863454654813,
     "m": 0.9829421639442444
    },
    {
     "p": 0.034605272114276886,
     "m": 1.0
    },
    {
     "p": 0.13504745066165924,
     "m": 1.0
    },
    {
     "p": 0.03405125066637993,
     "m": 1.0
    },
    {
     "p": 0.1900741457939148,
     "m": 1.0
    },
    {
     "p": 0.32545727491378784,
     "m": 1.0
    },
    {
     "p": 0.0004349917871877551,
     "m": 1.0
    },
    {
     "p": 0.0004349917871877551,
     "m": 0.8163117170333862
    },
    {
     "p": 0.0004349917871877551,
     "m": 0.7328250408172607
    },
    {
     "p": 0.0004349917871877551,
     "m": 0.7910439968109131
    },
    {
     "p": 0.0004349917871877551,
     "m": 0.8305584192276001
    },
    {
     "p": 0.0004349917871877551,
     "m": 0.8055486083030701
    },
    {
     "p": 0.0004349917871877551,
     "m": 0.9737505912780762
    },
    {
     "p": 0.001128315576352179,
     "m": 0.9851720333099365
    },
    {
     "p": 0.0004349917871877551,
     "m": 0.5
    },
    {
     "p": 0.0017937319353222847,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 2.1409482955932617,
   "val_loss": 0.8086661696434021,
   "acc": 68.12,
   "time": 69.15344877399912,
   "mix_dist": 0.3664926290512085,
   "param": [
    {
     "p": 0.22675244510173798,
     "m": 0.5
    },
    {
     "p": 0.0004351963580120355,
     "m": 0.5
    },
    {
     "p": 0.026220951229333878,
     "m": 0.5
    },
    {
     "p": 0.012969264760613441,
     "m": 0.8545645475387573
    },
    {
     "p": 0.0004351963580120355,
     "m": 0.6515066623687744
    },
    {
     "p": 0.0004351963580120355,
     "m": 0.864782452583313
    },
    {
     "p": 0.007610786240547895,
     "m": 0.9053300023078918
    },
    {
     "p": 0.0004351963580120355,
     "m": 0.9785327315330505
    },
    {
     "p": 0.03658479452133179,
     "m": 0.9942845702171326
    },
    {
     "p": 0.1284114569425583,
     "m": 1.0
    },
    {
     "p": 0.04188413545489311,
     "m": 1.0
    },
    {
     "p": 0.1922038346529007,
     "m": 1.0
    },
    {
     "p": 0.3054942488670349,
     "m": 1.0
    },
    {
     "p": 0.00868953950703144,
     "m": 1.0
    },
    {
     "p": 0.0004351963580120355,
     "m": 0.8098552227020264
    },
    {
     "p": 0.0004351963580120355,
     "m": 0.737286388874054
    },
    {
     "p": 0.0004351963580120355,
     "m": 0.7919337749481201
    },
    {
     "p": 0.0004351963580120355,
     "m": 0.8218203186988831
    },
    {
     "p": 0.0004351963580120355,
     "m": 0.807054877281189
    },
    {
     "p": 0.0004351963580120355,
     "m": 0.9704633355140686
    },
    {
     "p": 0.00795634277164936,
     "m": 0.9964972138404846
    },
    {
     "p": 0.0004351963580120355,
     "m": 0.5
    },
    {
     "p": 0.0004351963580120355,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 2.6675729751586914,
   "val_loss": 1.0177733898162842,
   "acc": 68.55,
   "time": 69.99680405700019,
   "mix_dist": 0.36649948358535767,
   "param": [
    {
     "p": 0.22907546162605286,
     "m": 0.5
    },
    {
     "p": 0.0004354651318863034,
     "m": 0.5
    },
    {
     "p": 0.014465098269283772,
     "m": 0.5
    },
    {
     "p": 0.0004354651318863034,
     "m": 0.842333197593689
    },
    {
     "p": 0.0004354651318863034,
     "m": 0.66468745470047
    },
    {
     "p": 0.0004354651318863034,
     "m": 0.8487020134925842
    },
    {
     "p": 0.003937255125492811,
     "m": 0.9115534424781799
    },
    {
     "p": 0.002843752969056368,
     "m": 0.9920850396156311
    },
    {
     "p": 0.04447253420948982,
     "m": 1.0
    },
    {
     "p": 0.14338529109954834,
     "m": 0.9946349859237671
    },
    {
     "p": 0.04127991944551468,
     "m": 1.0
    },
    {
     "p": 0.20173504948616028,
     "m": 1.0
    },
    {
     "p": 0.31203365325927734,
     "m": 1.0
    },
    {
     "p": 0.0004354651318863034,
     "m": 1.0
    },
    {
     "p": 0.0004354651318863034,
     "m": 0.810551106929779
    },
    {
     "p": 0.0004354651318863034,
     "m": 0.743441104888916
    },
    {
     "p": 0.0004354651318863034,
     "m": 0.7965006828308105
    },
    {
     "p": 0.0004354651318863034,
     "m": 0.825411856174469
    },
    {
     "p": 0.0004354651318863034,
     "m": 0.8172619938850403
    },
    {
     "p": 0.0004354651318863034,
     "m": 0.9865645170211792
    },
    {
     "p": 0.0005813638563267887,
     "m": 0.99863201379776
    },
    {
     "p": 0.0004354651318863034,
     "m": 0.5
    },
    {
     "p": 0.0009652004227973521,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 2.1498870849609375,
   "val_loss": 0.9402256608009338,
   "acc": 68.99,
   "time": 59.31458858199949,
   "mix_dist": 0.3665190041065216,
   "param": [
    {
     "p": 0.22345943748950958,
     "m": 0.5
    },
    {
     "p": 0.00043566146632656455,
     "m": 0.5
    },
    {
     "p": 0.016634421423077583,
     "m": 0.5
    },
    {
     "p": 0.00043566146632656455,
     "m": 0.8396429419517517
    },
    {
     "p": 0.00043566146632656455,
     "m": 0.6617767214775085
    },
    {
     "p": 0.00043566146632656455,
     "m": 0.8539544343948364
    },
    {
     "p": 0.005113048013299704,
     "m": 0.9170523285865784
    },
    {
     "p": 0.0004484003293327987,
     "m": 0.9945386648178101
    },
    {
     "p": 0.05448317155241966,
     "m": 1.0
    },
    {
     "p": 0.14060954749584198,
     "m": 0.9993547797203064
    },
    {
     "p": 0.04163748398423195,
     "m": 1.0
    },
    {
     "p": 0.19713857769966125,
     "m": 1.0
    },
    {
     "p": 0.31267789006233215,
     "m": 1.0
    },
    {
     "p": 0.00043566146632656455,
     "m": 1.0
    },
    {
     "p": 0.00043566146632656455,
     "m": 0.8167814016342163
    },
    {
     "p": 0.00043566146632656455,
     "m": 0.738806962966919
    },
    {
     "p": 0.00043566146632656455,
     "m": 0.7926962971687317
    },
    {
     "p": 0.00043566146632656455,
     "m": 0.8357343673706055
    },
    {
     "p": 0.00043566146632656455,
     "m": 0.8176526427268982
    },
    {
     "p": 0.00043566146632656455,
     "m": 0.9853519797325134
    },
    {
     "p": 0.0021346895955502987,
     "m": 1.0
    },
    {
     "p": 0.00043566146632656455,
     "m": 0.5
    },
    {
     "p": 0.00043566146632656455,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 2.133303642272949,
   "val_loss": 0.97877037525177,
   "acc": 68.04,
   "time": 57.22552117899977,
   "mix_dist": 0.37970390915870667,
   "param": [
    {
     "p": 0.2318190485239029,
     "m": 0.5
    },
    {
     "p": 0.000436216447269544,
     "m": 0.5
    },
    {
     "p": 0.009579830802977085,
     "m": 0.5
    },
    {
     "p": 0.0011387858539819717,
     "m": 0.8488197922706604
    },
    {
     "p": 0.000436216447269544,
     "m": 0.6652535796165466
    },
    {
     "p": 0.000436216447269544,
     "m": 0.8538575768470764
    },
    {
     "p": 0.0015386630548164248,
     "m": 0.9129164814949036
    },
    {
     "p": 0.000436216447269544,
     "m": 1.0
    },
    {
     "p": 0.06178790330886841,
     "m": 1.0
    },
    {
     "p": 0.13486576080322266,
     "m": 1.0
    },
    {
     "p": 0.02965618669986725,
     "m": 0.9934000372886658
    },
    {
     "p": 0.19895295798778534,
     "m": 1.0
    },
    {
     "p": 0.32455411553382874,
     "m": 1.0
    },
    {
     "p": 0.000436216447269544,
     "m": 1.0
    },
    {
     "p": 0.000436216447269544,
     "m": 0.8074551224708557
    },
    {
     "p": 0.000436216447269544,
     "m": 0.7472078800201416
    },
    {
     "p": 0.000436216447269544,
     "m": 0.7958863377571106
    },
    {
     "p": 0.000436216447269544,
     "m": 0.8403497934341431
    },
    {
     "p": 0.000436216447269544,
     "m": 0.8105107545852661
    },
    {
     "p": 0.000436216447269544,
     "m": 0.9849908351898193
    },
    {
     "p": 0.000436216447269544,
     "m": 0.9998762607574463
    },
    {
     "p": 0.000436216447269544,
     "m": 0.5
    },
    {
     "p": 0.000436216447269544,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 2.334439516067505,
   "val_loss": 0.9652258157730103,
   "acc": 68.71,
   "time": 56.765409368999826,
   "mix_dist": 0.3898465633392334,
   "param": [
    {
     "p": 0.23447446525096893,
     "m": 0.5
    },
    {
     "p": 0.00043519458267837763,
     "m": 0.5
    },
    {
     "p": 0.00043519458267837763,
     "m": 0.5
    },
    {
     "p": 0.0006138165481388569,
     "m": 0.8528817892074585
    },
    {
     "p": 0.00043519458267837763,
     "m": 0.6686722040176392
    },
    {
     "p": 0.00043519458267837763,
     "m": 0.8515235781669617
    },
    {
     "p": 0.00043519458267837763,
     "m": 0.9121898412704468
    },
    {
     "p": 0.004298234824091196,
     "m": 1.0
    },
    {
     "p": 0.06049016863107681,
     "m": 1.0
    },
    {
     "p": 0.1451425850391388,
     "m": 1.0
    },
    {
     "p": 0.038329921662807465,
     "m": 1.0
    },
    {
     "p": 0.189589723944664,
     "m": 1.0
    },
    {
     "p": 0.3205334544181824,
     "m": 1.0
    },
    {
     "p": 0.00043519458267837763,
     "m": 1.0
    },
    {
     "p": 0.00043519458267837763,
     "m": 0.8034294247627258
    },
    {
     "p": 0.00043519458267837763,
     "m": 0.7760301828384399
    },
    {
     "p": 0.00043519458267837763,
     "m": 0.7988768815994263
    },
    {
     "p": 0.00043519458267837763,
     "m": 0.8381857872009277
    },
    {
     "p": 0.00043519458267837763,
     "m": 0.8109264373779297
    },
    {
     "p": 0.00043519458267837763,
     "m": 0.9781740307807922
    },
    {
     "p": 0.00043519458267837763,
     "m": 0.9976173639297485
    },
    {
     "p": 0.00043519458267837763,
     "m": 0.5
    },
    {
     "p": 0.00043519458267837763,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 2.181938886642456,
   "val_loss": 0.9334102869033813,
   "acc": 68.25,
   "time": 43.15141516299991,
   "mix_dist": 0.4018549919128418,
   "param": [
    {
     "p": 0.22395025193691254,
     "m": 0.5
    },
    {
     "p": 0.0004351800889708102,
     "m": 0.5
    },
    {
     "p": 0.0014047932345420122,
     "m": 0.5
    },
    {
     "p": 0.0004351800889708102,
     "m": 0.8460360765457153
    },
    {
     "p": 0.0004351800889708102,
     "m": 0.6798050999641418
    },
    {
     "p": 0.0004351800889708102,
     "m": 0.8480998873710632
    },
    {
     "p": 0.0004351800889708102,
     "m": 0.9063153862953186
    },
    {
     "p": 0.0004351800889708102,
     "m": 0.9967857003211975
    },
    {
     "p": 0.049472689628601074,
     "m": 0.9985630512237549
    },
    {
     "p": 0.14611832797527313,
     "m": 0.999065101146698
    },
    {
     "p": 0.04794878140091896,
     "m": 1.0
    },
    {
     "p": 0.19706641137599945,
     "m": 1.0
    },
    {
     "p": 0.3251524865627289,
     "m": 1.0
    },
    {
     "p": 0.0004351800889708102,
     "m": 1.0
    },
    {
     "p": 0.0004351800889708102,
     "m": 0.815615713596344
    },
    {
     "p": 0.0004351800889708102,
     "m": 0.7766461968421936
    },
    {
     "p": 0.0004351800889708102,
     "m": 0.7990361452102661
    },
    {
     "p": 0.0004351800889708102,
     "m": 0.8282142877578735
    },
    {
     "p": 0.0004351800889708102,
     "m": 0.8129822015762329
    },
    {
     "p": 0.00045440124813467264,
     "m": 0.9753689169883728
    },
    {
     "p": 0.002339462051168084,
     "m": 0.996863842010498
    },
    {
     "p": 0.0004351800889708102,
     "m": 0.5
    },
    {
     "p": 0.0004351800889708102,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 2.2012999057769775,
   "val_loss": 0.9208193421363831,
   "acc": 68.55,
   "time": 50.04766689799908,
   "mix_dist": 0.3822099566459656,
   "param": [
    {
     "p": 0.20800356566905975,
     "m": 0.5
    },
    {
     "p": 0.0004341266758274287,
     "m": 0.5
    },
    {
     "p": 0.013478817418217659,
     "m": 0.5
    },
    {
     "p": 0.002772119827568531,
     "m": 0.8431562185287476
    },
    {
     "p": 0.007242817897349596,
     "m": 0.6656994819641113
    },
    {
     "p": 0.0006004683673381805,
     "m": 0.8484044075012207
    },
    {
     "p": 0.02328859083354473,
     "m": 0.9077885150909424
    },
    {
     "p": 0.009528927505016327,
     "m": 0.9948379397392273
    },
    {
     "p": 0.04548564553260803,
     "m": 1.0
    },
    {
     "p": 0.13663063943386078,
     "m": 0.990580141544342
    },
    {
     "p": 0.05396951735019684,
     "m": 1.0
    },
    {
     "p": 0.18654392659664154,
     "m": 1.0
    },
    {
     "p": 0.2924899756908417,
     "m": 1.0
    },
    {
     "p": 0.0013983924873173237,
     "m": 1.0
    },
    {
     "p": 0.0021026062313467264,
     "m": 0.8089089393615723
    },
    {
     "p": 0.0004341266758274287,
     "m": 0.7775078415870667
    },
    {
     "p": 0.0004341266758274287,
     "m": 0.7923321723937988
    },
    {
     "p": 0.0004341266758274287,
     "m": 0.8308552503585815
    },
    {
     "p": 0.0004341266758274287,
     "m": 0.8052274584770203
    },
    {
     "p": 0.0004341266758274287,
     "m": 0.969682514667511
    },
    {
     "p": 0.01299106515944004,
     "m": 0.9952355027198792
    },
    {
     "p": 0.0004341266758274287,
     "m": 0.5
    },
    {
     "p": 0.0004341266758274287,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 2.3055875301361084,
   "val_loss": 0.9106565713882446,
   "acc": 68.93,
   "time": 62.19817186099863,
   "mix_dist": 0.38548368215560913,
   "param": [
    {
     "p": 0.22229927778244019,
     "m": 0.5
    },
    {
     "p": 0.0004352450487203896,
     "m": 0.5
    },
    {
     "p": 0.013473989441990852,
     "m": 0.5
    },
    {
     "p": 0.0004352450487203896,
     "m": 0.8429676294326782
    },
    {
     "p": 0.01060820184648037,
     "m": 0.663282573223114
    },
    {
     "p": 0.0004352450487203896,
     "m": 0.8551120162010193
    },
    {
     "p": 0.007073136977851391,
     "m": 0.9178950190544128
    },
    {
     "p": 0.0016306191682815552,
     "m": 0.9905116558074951
    },
    {
     "p": 0.03456093743443489,
     "m": 1.0
    },
    {
     "p": 0.14674167335033417,
     "m": 0.9987517595291138
    },
    {
     "p": 0.054606784135103226,
     "m": 1.0
    },
    {
     "p": 0.19999368488788605,
     "m": 1.0
    },
    {
     "p": 0.29486095905303955,
     "m": 1.0
    },
    {
     "p": 0.004877379164099693,
     "m": 1.0
    },
    {
     "p": 0.0004352450487203896,
     "m": 0.808289647102356
    },
    {
     "p": 0.0004352450487203896,
     "m": 0.7826319336891174
    },
    {
     "p": 0.0004352450487203896,
     "m": 0.7942408919334412
    },
    {
     "p": 0.0004352450487203896,
     "m": 0.8048725128173828
    },
    {
     "p": 0.0004352450487203896,
     "m": 0.8002271056175232
    },
    {
     "p": 0.0028301288839429617,
     "m": 0.9646595120429993
    },
    {
     "p": 0.0008351801661774516,
     "m": 0.9863300919532776
    },
    {
     "p": 0.0004352450487203896,
     "m": 0.5
    },
    {
     "p": 0.0016910788835957646,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 2.2050960063934326,
   "val_loss": 0.9009755849838257,
   "acc": 67.75,
   "time": 55.131681582000965,
   "mix_dist": 0.38363248109817505,
   "param": [
    {
     "p": 0.22908085584640503,
     "m": 0.5
    },
    {
     "p": 0.00043471684330143034,
     "m": 0.5
    },
    {
     "p": 0.00932067446410656,
     "m": 0.5
    },
    {
     "p": 0.00043471684330143034,
     "m": 0.8467302322387695
    },
    {
     "p": 0.00043471684330143034,
     "m": 0.6619606018066406
    },
    {
     "p": 0.0012095235288143158,
     "m": 0.8780181407928467
    },
    {
     "p": 0.003608328988775611,
     "m": 0.914316713809967
    },
    {
     "p": 0.0055903419852256775,
     "m": 0.9958077073097229
    },
    {
     "p": 0.026738332584500313,
     "m": 0.999720573425293
    },
    {
     "p": 0.15060992538928986,
     "m": 1.0
    },
    {
     "p": 0.05250217765569687,
     "m": 1.0
    },
    {
     "p": 0.20755741000175476,
     "m": 1.0
    },
    {
     "p": 0.2992459237575531,
     "m": 1.0
    },
    {
     "p": 0.003992789890617132,
     "m": 1.0
    },
    {
     "p": 0.00043471684330143034,
     "m": 0.800757110118866
    },
    {
     "p": 0.00043471684330143034,
     "m": 0.7831028699874878
    },
    {
     "p": 0.00043471684330143034,
     "m": 0.7935988903045654
    },
    {
     "p": 0.00043471684330143034,
     "m": 0.798373818397522
    },
    {
     "p": 0.00043471684330143034,
     "m": 0.8001989126205444
    },
    {
     "p": 0.0031176095362752676,
     "m": 0.9586465358734131
    },
    {
     "p": 0.0030790488235652447,
     "m": 0.9754520058631897
    },
    {
     "p": 0.00043471684330143034,
     "m": 0.5
    },
    {
     "p": 0.00043471684330143034,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 2.060591220855713,
   "val_loss": 0.9158145785331726,
   "acc": 67.34,
   "time": 63.437762499999735,
   "mix_dist": 0.38109540939331055,
   "param": [
    {
     "p": 0.22426946461200714,
     "m": 0.5
    },
    {
     "p": 0.00043421302689239383,
     "m": 0.5
    },
    {
     "p": 0.017623020336031914,
     "m": 0.5
    },
    {
     "p": 0.0011935355141758919,
     "m": 0.8488507866859436
    },
    {
     "p": 0.00043421302689239383,
     "m": 0.674970269203186
    },
    {
     "p": 0.0020008429419249296,
     "m": 0.8755586743354797
    },
    {
     "p": 0.011402730830013752,
     "m": 0.9344746470451355
    },
    {
     "p": 0.015814758837223053,
     "m": 0.9976681470870972
    },
    {
     "p": 0.027677925303578377,
     "m": 1.0
    },
    {
     "p": 0.14343629777431488,
     "m": 0.9989360570907593
    },
    {
     "p": 0.05209872126579285,
     "m": 1.0
    },
    {
     "p": 0.19657976925373077,
     "m": 1.0
    },
    {
     "p": 0.29771512746810913,
     "m": 1.0
    },
    {
     "p": 0.0006255466141737998,
     "m": 1.0
    },
    {
     "p": 0.00043421302689239383,
     "m": 0.8052043914794922
    },
    {
     "p": 0.00043421302689239383,
     "m": 0.7905376553535461
    },
    {
     "p": 0.00043421302689239383,
     "m": 0.7983595728874207
    },
    {
     "p": 0.00043421302689239383,
     "m": 0.7934003472328186
    },
    {
     "p": 0.00043421302689239383,
     "m": 0.7912051677703857
    },
    {
     "p": 0.00043421302689239383,
     "m": 0.9505079388618469
    },
    {
     "p": 0.00368324713781476,
     "m": 0.9768771529197693
    },
    {
     "p": 0.00043421302689239383,
     "m": 0.5
    },
    {
     "p": 0.001971255289390683,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 1.9109578132629395,
   "val_loss": 1.0510103702545166,
   "acc": 67.51,
   "time": 67.51616897700114,
   "mix_dist": 0.38485878705978394,
   "param": [
    {
     "p": 0.23144972324371338,
     "m": 0.5
    },
    {
     "p": 0.00043457341962493956,
     "m": 0.5
    },
    {
     "p": 0.015233405865728855,
     "m": 0.5
    },
    {
     "p": 0.000820609275251627,
     "m": 0.8488323092460632
    },
    {
     "p": 0.00043457341962493956,
     "m": 0.6657858490943909
    },
    {
     "p": 0.00043457341962493956,
     "m": 0.879351794719696
    },
    {
     "p": 0.008753584697842598,
     "m": 0.9394412636756897
    },
    {
     "p": 0.01764349266886711,
     "m": 1.0
    },
    {
     "p": 0.018983712419867516,
     "m": 0.9922735095024109
    },
    {
     "p": 0.1442175656557083,
     "m": 0.9996276497840881
    },
    {
     "p": 0.05403696745634079,
     "m": 1.0
    },
    {
     "p": 0.1876617819070816,
     "m": 1.0
    },
    {
     "p": 0.3055301010608673,
     "m": 1.0
    },
    {
     "p": 0.00043457341962493956,
     "m": 1.0
    },
    {
     "p": 0.00043457341962493956,
     "m": 0.8134528994560242
    },
    {
     "p": 0.00045496548409573734,
     "m": 0.8017110228538513
    },
    {
     "p": 0.00043457341962493956,
     "m": 0.7995744943618774
    },
    {
     "p": 0.00043457341962493956,
     "m": 0.7902289628982544
    },
    {
     "p": 0.0006217594491317868,
     "m": 0.7840055823326111
    },
    {
     "p": 0.004524923861026764,
     "m": 0.944873571395874
    },
    {
     "p": 0.005346839781850576,
     "m": 0.9848714470863342
    },
    {
     "p": 0.00043457341962493956,
     "m": 0.5
    },
    {
     "p": 0.0012441533617675304,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 2.3397185802459717,
   "val_loss": 0.8290234208106995,
   "acc": 68.74,
   "time": 85.7435887870015,
   "mix_dist": 0.3756452798843384,
   "param": [
    {
     "p": 0.21917511522769928,
     "m": 0.5
    },
    {
     "p": 0.00043505895882844925,
     "m": 0.5
    },
    {
     "p": 0.021652184426784515,
     "m": 0.5
    },
    {
     "p": 0.007572495378553867,
     "m": 0.8546730279922485
    },
    {
     "p": 0.0008831664454191923,
     "m": 0.6745979189872742
    },
    {
     "p": 0.00043505895882844925,
     "m": 0.9050081968307495
    },
    {
     "p": 0.011897043325006962,
     "m": 0.9503928422927856
    },
    {
     "p": 0.014707673341035843,
     "m": 1.0
    },
    {
     "p": 0.03924072906374931,
     "m": 1.0
    },
    {
     "p": 0.13947458565235138,
     "m": 0.9980564117431641
    },
    {
     "p": 0.047344475984573364,
     "m": 0.9991793036460876
    },
    {
     "p": 0.18166577816009521,
     "m": 1.0
    },
    {
     "p": 0.3038773238658905,
     "m": 1.0
    },
    {
     "p": 0.0010261223651468754,
     "m": 1.0
    },
    {
     "p": 0.00043505895882844925,
     "m": 0.8171325922012329
    },
    {
     "p": 0.00043505895882844925,
     "m": 0.8065980672836304
    },
    {
     "p": 0.00043505895882844925,
     "m": 0.799374520778656
    },
    {
     "p": 0.00043505895882844925,
     "m": 0.7913793325424194
    },
    {
     "p": 0.00043505895882844925,
     "m": 0.7737861275672913
    },
    {
     "p": 0.007132809143513441,
     "m": 0.9403508305549622
    },
    {
     "p": 0.00043505895882844925,
     "m": 0.9754539728164673
    },
    {
     "p": 0.00043505895882844925,
     "m": 0.5
    },
    {
     "p": 0.00043505895882844925,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 2.2202203273773193,
   "val_loss": 0.858009934425354,
   "acc": 67.79,
   "time": 64.77244823899855,
   "mix_dist": 0.36948007345199585,
   "param": [
    {
     "p": 0.22638806700706482,
     "m": 0.5
    },
    {
     "p": 0.0004352084652055055,
     "m": 0.5
    },
    {
     "p": 0.016823047772049904,
     "m": 0.5
    },
    {
     "p": 0.002936145756393671,
     "m": 0.8575059771537781
    },
    {
     "p": 0.0005956062232144177,
     "m": 0.6801742911338806
    },
    {
     "p": 0.0004352084652055055,
     "m": 0.9055173397064209
    },
    {
     "p": 0.006787549704313278,
     "m": 0.9487217664718628
    },
    {
     "p": 0.008503791876137257,
     "m": 0.9942206144332886
    },
    {
     "p": 0.04498143866658211,
     "m": 0.9998714327812195
    },
    {
     "p": 0.1436372846364975,
     "m": 1.0
    },
    {
     "p": 0.051763903349637985,
     "m": 0.9993937611579895
    },
    {
     "p": 0.17626114189624786,
     "m": 1.0
    },
    {
     "p": 0.30884939432144165,
     "m": 1.0
    },
    {
     "p": 0.004956980235874653,
     "m": 1.0
    },
    {
     "p": 0.0012293275212869048,
     "m": 0.8230140805244446
    },
    {
     "p": 0.0004352084652055055,
     "m": 0.8142576813697815
    },
    {
     "p": 0.0004352084652055055,
     "m": 0.801519513130188
    },
    {
     "p": 0.0004352084652055055,
     "m": 0.7876004576683044
    },
    {
     "p": 0.0004352084652055055,
     "m": 0.7741186022758484
    },
    {
     "p": 0.0004352084652055055,
     "m": 0.9267838001251221
    },
    {
     "p": 0.0023695589043200016,
     "m": 0.969377875328064
    },
    {
     "p": 0.0004352084652055055,
     "m": 0.5
    },
    {
     "p": 0.0004352084652055055,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 2.096109390258789,
   "val_loss": 0.9040203094482422,
   "acc": 67.79,
   "time": 62.18508330900113,
   "mix_dist": 0.3779485523700714,
   "param": [
    {
     "p": 0.22267000377178192,
     "m": 0.5
    },
    {
     "p": 0.0004359873419161886,
     "m": 0.5
    },
    {
     "p": 0.019163772463798523,
     "m": 0.5
    },
    {
     "p": 0.0034348831977695227,
     "m": 0.8545944094657898
    },
    {
     "p": 0.0004359873419161886,
     "m": 0.6735479235649109
    },
    {
     "p": 0.0004359873419161886,
     "m": 0.9199304580688477
    },
    {
     "p": 0.002260068664327264,
     "m": 0.9449283480644226
    },
    {
     "p": 0.0007773350225761533,
     "m": 1.0
    },
    {
     "p": 0.046583596616983414,
     "m": 1.0
    },
    {
     "p": 0.1466030329465866,
     "m": 1.0
    },
    {
     "p": 0.06576807051897049,
     "m": 1.0
    },
    {
     "p": 0.17578163743019104,
     "m": 1.0
    },
    {
     "p": 0.30790549516677856,
     "m": 1.0
    },
    {
     "p": 0.0004359873419161886,
     "m": 1.0
    },
    {
     "p": 0.0004359873419161886,
     "m": 0.8197076320648193
    },
    {
     "p": 0.0004359873419161886,
     "m": 0.8279100656509399
    },
    {
     "p": 0.0004359873419161886,
     "m": 0.8080446124076843
    },
    {
     "p": 0.0004359873419161886,
     "m": 0.7853865623474121
    },
    {
     "p": 0.0004359873419161886,
     "m": 0.7812533378601074
    },
    {
     "p": 0.0038204952143132687,
     "m": 0.9193418025970459
    },
    {
     "p": 0.0004359873419161886,
     "m": 0.9735620021820068
    },
    {
     "p": 0.0004359873419161886,
     "m": 0.5
    },
    {
     "p": 0.0004359873419161886,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 1.9088335037231445,
   "val_loss": 0.9111943244934082,
   "acc": 68.27,
   "time": 65.7186769939999,
   "mix_dist": 0.3783596456050873,
   "param": [
    {
     "p": 0.2123582661151886,
     "m": 0.5
    },
    {
     "p": 0.006349755916744471,
     "m": 0.5
    },
    {
     "p": 0.016878658905625343,
     "m": 0.5
    },
    {
     "p": 0.00043416221160441637,
     "m": 0.8731189966201782
    },
    {
     "p": 0.00043416221160441637,
     "m": 0.6706141829490662
    },
    {
     "p": 0.0005309245898388326,
     "m": 0.9277036190032959
    },
    {
     "p": 0.010967470705509186,
     "m": 0.9475744366645813
    },
    {
     "p": 0.00043416221160441637,
     "m": 0.9993208646774292
    },
    {
     "p": 0.04751079902052879,
     "m": 1.0
    },
    {
     "p": 0.14100557565689087,
     "m": 1.0
    },
    {
     "p": 0.0679130032658577,
     "m": 1.0
    },
    {
     "p": 0.17807374894618988,
     "m": 1.0
    },
    {
     "p": 0.30453094840049744,
     "m": 1.0
    },
    {
     "p": 0.005131295882165432,
     "m": 1.0
    },
    {
     "p": 0.00043416221160441637,
     "m": 0.8235331177711487
    },
    {
     "p": 0.00043416221160441637,
     "m": 0.8298472762107849
    },
    {
     "p": 0.00043416221160441637,
     "m": 0.7955660820007324
    },
    {
     "p": 0.00043416221160441637,
     "m": 0.789303183555603
    },
    {
     "p": 0.00043416221160441637,
     "m": 0.7906578779220581
    },
    {
     "p": 0.003973984159529209,
     "m": 0.9083011746406555
    },
    {
     "p": 0.00043416221160441637,
     "m": 0.9800041317939758
    },
    {
     "p": 0.00043416221160441637,
     "m": 0.5
    },
    {
     "p": 0.00043416221160441637,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 2.464784860610962,
   "val_loss": 0.889319121837616,
   "acc": 68.25,
   "time": 60.31326869999975,
   "mix_dist": 0.3931157886981964,
   "param": [
    {
     "p": 0.21691378951072693,
     "m": 0.5
    },
    {
     "p": 0.0005628924700431526,
     "m": 0.5
    },
    {
     "p": 0.010128621011972427,
     "m": 0.5
    },
    {
     "p": 0.00043441710295155644,
     "m": 0.8776195645332336
    },
    {
     "p": 0.00043441710295155644,
     "m": 0.6674473285675049
    },
    {
     "p": 0.00043441710295155644,
     "m": 0.9237627387046814
    },
    {
     "p": 0.011569987051188946,
     "m": 0.941214382648468
    },
    {
     "p": 0.002311042742803693,
     "m": 0.9968677163124084
    },
    {
     "p": 0.04034558683633804,
     "m": 1.0
    },
    {
     "p": 0.15330097079277039,
     "m": 0.9993892908096313
    },
    {
     "p": 0.06122467666864395,
     "m": 1.0
    },
    {
     "p": 0.1809953898191452,
     "m": 1.0
    },
    {
     "p": 0.3077390193939209,
     "m": 1.0
    },
    {
     "p": 0.00043441710295155644,
     "m": 1.0
    },
    {
     "p": 0.00043441710295155644,
     "m": 0.8254876136779785
    },
    {
     "p": 0.00043441710295155644,
     "m": 0.8399039506912231
    },
    {
     "p": 0.00043441710295155644,
     "m": 0.7979279160499573
    },
    {
     "p": 0.00043441710295155644,
     "m": 0.791907548904419
    },
    {
     "p": 0.00043441710295155644,
     "m": 0.7957949042320251
    },
    {
     "p": 0.0026171673089265823,
     "m": 0.9234865307807922
    },
    {
     "p": 0.007512426003813744,
     "m": 1.0
    },
    {
     "p": 0.00043441710295155644,
     "m": 0.5
    },
    {
     "p": 0.00043441710295155644,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 2.347503662109375,
   "val_loss": 0.9379486441612244,
   "acc": 68.3,
   "time": 58.87199671500093,
   "mix_dist": 0.3821496367454529,
   "param": [
    {
     "p": 0.21537062525749207,
     "m": 0.5
    },
    {
     "p": 0.0004345162305980921,
     "m": 0.5
    },
    {
     "p": 0.013583174906671047,
     "m": 0.5
    },
    {
     "p": 0.0004345162305980921,
     "m": 0.8737325668334961
    },
    {
     "p": 0.0004345162305980921,
     "m": 0.6462002992630005
    },
    {
     "p": 0.0004345162305980921,
     "m": 0.9273971915245056
    },
    {
     "p": 0.021185383200645447,
     "m": 0.9420063495635986
    },
    {
     "p": 0.009508054703474045,
     "m": 0.9999879598617554
    },
    {
     "p": 0.03543921187520027,
     "m": 0.9997246265411377
    },
    {
     "p": 0.1473659873008728,
     "m": 1.0
    },
    {
     "p": 0.06447608023881912,
     "m": 0.9999327063560486
    },
    {
     "p": 0.18335458636283875,
     "m": 0.9995758533477783
    },
    {
     "p": 0.2985239028930664,
     "m": 1.0
    },
    {
     "p": 0.005490159150213003,
     "m": 1.0
    },
    {
     "p": 0.0004345162305980921,
     "m": 0.826574444770813
    },
    {
     "p": 0.0004345162305980921,
     "m": 0.8339968919754028
    },
    {
     "p": 0.0004345162305980921,
     "m": 0.8023287653923035
    },
    {
     "p": 0.0004345162305980921,
     "m": 0.7933734059333801
    },
    {
     "p": 0.0004490100545808673,
     "m": 0.7956351637840271
    },
    {
     "p": 0.0004345162305980921,
     "m": 0.9295551180839539
    },
    {
     "p": 0.0004345162305980921,
     "m": 0.9997584819793701
    },
    {
     "p": 0.0004345162305980921,
     "m": 0.5
    },
    {
     "p": 0.00047435209853574634,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 2.2564563751220703,
   "val_loss": 0.8787646293640137,
   "acc": 69.07,
   "time": 62.119087371000205,
   "mix_dist": 0.3816533386707306,
   "param": [
    {
     "p": 0.22050347924232483,
     "m": 0.5
    },
    {
     "p": 0.00043452513637021184,
     "m": 0.5
    },
    {
     "p": 0.01590770296752453,
     "m": 0.5
    },
    {
     "p": 0.0027613360434770584,
     "m": 0.8666356205940247
    },
    {
     "p": 0.00043452513637021184,
     "m": 0.6562604308128357
    },
    {
     "p": 0.00043452513637021184,
     "m": 0.9131913185119629
    },
    {
     "p": 0.022203221917152405,
     "m": 0.9469401836395264
    },
    {
     "p": 0.0029871799051761627,
     "m": 0.9993707537651062
    },
    {
     "p": 0.022448867559432983,
     "m": 1.0
    },
    {
     "p": 0.14658701419830322,
     "m": 0.9888947010040283
    },
    {
     "p": 0.06351712346076965,
     "m": 1.0
    },
    {
     "p": 0.18052373826503754,
     "m": 0.9999984502792358
    },
    {
     "p": 0.310147762298584,
     "m": 1.0
    },
    {
     "p": 0.003043797565624118,
     "m": 1.0
    },
    {
     "p": 0.00043452513637021184,
     "m": 0.8298490643501282
    },
    {
     "p": 0.00043452513637021184,
     "m": 0.8245910406112671
    },
    {
     "p": 0.00043452513637021184,
     "m": 0.8073663711547852
    },
    {
     "p": 0.00043452513637021184,
     "m": 0.7978741526603699
    },
    {
     "p": 0.00043452513637021184,
     "m": 0.804264485836029
    },
    {
     "p": 0.0045029534958302975,
     "m": 0.9306440353393555
    },
    {
     "p": 0.0005206617061048746,
     "m": 0.997823178768158
    },
    {
     "p": 0.00043452513637021184,
     "m": 0.5
    },
    {
     "p": 0.00043452513637021184,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 2.1039795875549316,
   "val_loss": 0.9061306715011597,
   "acc": 68.25,
   "time": 70.02458635000039,
   "mix_dist": 0.3741946816444397,
   "param": [
    {
     "p": 0.2131333351135254,
     "m": 0.5
    },
    {
     "p": 0.0004340347950346768,
     "m": 0.5
    },
    {
     "p": 0.016474196687340736,
     "m": 0.5
    },
    {
     "p": 0.0025924944784492254,
     "m": 0.8782269358634949
    },
    {
     "p": 0.001151332980953157,
     "m": 0.6502018570899963
    },
    {
     "p": 0.0027829501777887344,
     "m": 0.9179729223251343
    },
    {
     "p": 0.02780388668179512,
     "m": 0.9503106474876404
    },
    {
     "p": 0.0023490828461945057,
     "m": 0.9982185363769531
    },
    {
     "p": 0.02500561811029911,
     "m": 1.0
    },
    {
     "p": 0.14980565011501312,
     "m": 0.9918447732925415
    },
    {
     "p": 0.06926959753036499,
     "m": 0.9999849200248718
    },
    {
     "p": 0.17218028008937836,
     "m": 1.0
    },
    {
     "p": 0.303901731967926,
     "m": 1.0
    },
    {
     "p": 0.0063556800596416,
     "m": 1.0
    },
    {
     "p": 0.0004340347950346768,
     "m": 0.8456025719642639
    },
    {
     "p": 0.0004340347950346768,
     "m": 0.8412123322486877
    },
    {
     "p": 0.0004340347950346768,
     "m": 0.7959479093551636
    },
    {
     "p": 0.0004340347950346768,
     "m": 0.7952952980995178
    },
    {
     "p": 0.0004340347950346768,
     "m": 0.7896230816841125
    },
    {
     "p": 0.0004340347950346768,
     "m": 0.9395553469657898
    },
    {
     "p": 0.0031507632229477167,
     "m": 0.9952863454818726
    },
    {
     "p": 0.0004340347950346768,
     "m": 0.5
    },
    {
     "p": 0.0005713134305551648,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 2.3417768478393555,
   "val_loss": 0.9313522577285767,
   "acc": 69.19,
   "time": 72.13149094399887,
   "mix_dist": 0.367652028799057,
   "param": [
    {
     "p": 0.20876255631446838,
     "m": 0.5
    },
    {
     "p": 0.00043432440725155175,
     "m": 0.5
    },
    {
     "p": 0.0070696743205189705,
     "m": 0.5
    },
    {
     "p": 0.0007770825177431107,
     "m": 0.8855450749397278
    },
    {
     "p": 0.0010654224315658212,
     "m": 0.6416083574295044
    },
    {
     "p": 0.00043432440725155175,
     "m": 0.9229394793510437
    },
    {
     "p": 0.02551618404686451,
     "m": 0.9661458134651184
    },
    {
     "p": 0.004678003489971161,
     "m": 0.9940409064292908
    },
    {
     "p": 0.04227280989289284,
     "m": 1.0
    },
    {
     "p": 0.14810647070407867,
     "m": 0.9995954632759094
    },
    {
     "p": 0.07198944687843323,
     "m": 1.0
    },
    {
     "p": 0.17050467431545258,
     "m": 1.0
    },
    {
     "p": 0.31124934554100037,
     "m": 1.0
    },
    {
     "p": 0.00043432440725155175,
     "m": 1.0
    },
    {
     "p": 0.00043432440725155175,
     "m": 0.8516286611557007
    },
    {
     "p": 0.00043432440725155175,
     "m": 0.8462772965431213
    },
    {
     "p": 0.00043432440725155175,
     "m": 0.7976300120353699
    },
    {
     "p": 0.00043432440725155175,
     "m": 0.792030930519104
    },
    {
     "p": 0.00043432440725155175,
     "m": 0.7921844720840454
    },
    {
     "p": 0.0012851126957684755,
     "m": 0.9490277171134949
    },
    {
     "p": 0.0023801461793482304,
     "m": 0.9961840510368347
    },
    {
     "p": 0.00043432440725155175,
     "m": 0.5
    },
    {
     "p": 0.00043432440725155175,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 2.0361692905426025,
   "val_loss": 0.9490052461624146,
   "acc": 68.61,
   "time": 61.869671902000846,
   "mix_dist": 0.3669094145298004,
   "param": [
    {
     "p": 0.21438543498516083,
     "m": 0.5
    },
    {
     "p": 0.00045309209963306785,
     "m": 0.5
    },
    {
     "p": 0.0009838106343522668,
     "m": 0.5
    },
    {
     "p": 0.0042820400558412075,
     "m": 0.8964071869850159
    },
    {
     "p": 0.0004336851998232305,
     "m": 0.649960458278656
    },
    {
     "p": 0.00045813931501470506,
     "m": 0.9272096753120422
    },
    {
     "p": 0.014101855456829071,
     "m": 0.9709841012954712
    },
    {
     "p": 0.0004336851998232305,
     "m": 1.0
    },
    {
     "p": 0.04331803694367409,
     "m": 0.9987972378730774
    },
    {
     "p": 0.1526433825492859,
     "m": 0.9945294260978699
    },
    {
     "p": 0.07012324035167694,
     "m": 0.9999937415122986
    },
    {
     "p": 0.1765253245830536,
     "m": 1.0
    },
    {
     "p": 0.30727818608283997,
     "m": 1.0
    },
    {
     "p": 0.0004336851998232305,
     "m": 1.0
    },
    {
     "p": 0.0010289979400113225,
     "m": 0.8562740683555603
    },
    {
     "p": 0.0004336851998232305,
     "m": 0.8434743881225586
    },
    {
     "p": 0.0004336851998232305,
     "m": 0.7890293598175049
    },
    {
     "p": 0.0004336851998232305,
     "m": 0.7874612212181091
    },
    {
     "p": 0.0004336851998232305,
     "m": 0.7857909798622131
    },
    {
     "p": 0.0004336851998232305,
     "m": 0.9517530798912048
    },
    {
     "p": 0.01008188258856535,
     "m": 1.0
    },
    {
     "p": 0.0004336851998232305,
     "m": 0.5
    },
    {
     "p": 0.0004336851998232305,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 1.7737551927566528,
   "val_loss": 0.9163973331451416,
   "acc": 67.86,
   "time": 63.26930309400086,
   "mix_dist": 0.3687562346458435,
   "param": [
    {
     "p": 0.22069039940834045,
     "m": 0.5
    },
    {
     "p": 0.00043564458610489964,
     "m": 0.5
    },
    {
     "p": 0.00043564458610489964,
     "m": 0.5
    },
    {
     "p": 0.008205762133002281,
     "m": 0.8776719570159912
    },
    {
     "p": 0.00043564458610489964,
     "m": 0.6614747643470764
    },
    {
     "p": 0.00043564458610489964,
     "m": 0.9325851202011108
    },
    {
     "p": 0.0050645614974200726,
     "m": 0.9635079503059387
    },
    {
     "p": 0.00043564458610489964,
     "m": 0.999459981918335
    },
    {
     "p": 0.052524443715810776,
     "m": 1.0
    },
    {
     "p": 0.14496660232543945,
     "m": 0.9991297125816345
    },
    {
     "p": 0.06315068900585175,
     "m": 0.9982872009277344
    },
    {
     "p": 0.17288383841514587,
     "m": 1.0
    },
    {
     "p": 0.3073287308216095,
     "m": 1.0
    },
    {
     "p": 0.00043564458610489964,
     "m": 1.0
    },
    {
     "p": 0.00043564458610489964,
     "m": 0.8569920659065247
    },
    {
     "p": 0.00043564458610489964,
     "m": 0.8467462658882141
    },
    {
     "p": 0.00043564458610489964,
     "m": 0.7980763912200928
    },
    {
     "p": 0.00043564458610489964,
     "m": 0.7963609099388123
    },
    {
     "p": 0.00043564458610489964,
     "m": 0.7999948859214783
    },
    {
     "p": 0.0005498069804161787,
     "m": 0.9619207382202148
    },
    {
     "p": 0.018971940502524376,
     "m": 0.9916988015174866
    },
    {
     "p": 0.00043564458610489964,
     "m": 0.5
    },
    {
     "p": 0.00043564458610489964,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 2.270998477935791,
   "val_loss": 0.8981307744979858,
   "acc": 68.4,
   "time": 59.01698458099963,
   "mix_dist": 0.3738502562046051,
   "param": [
    {
     "p": 0.23176948726177216,
     "m": 0.5
    },
    {
     "p": 0.0004357032594271004,
     "m": 0.5
    },
    {
     "p": 0.002423305530101061,
     "m": 0.5
    },
    {
     "p": 0.01627194695174694,
     "m": 0.873689591884613
    },
    {
     "p": 0.0004357032594271004,
     "m": 0.6545810103416443
    },
    {
     "p": 0.0004357032594271004,
     "m": 0.9413082003593445
    },
    {
     "p": 0.006792660336941481,
     "m": 0.9510517716407776
    },
    {
     "p": 0.004008194897323847,
     "m": 0.998444676399231
    },
    {
     "p": 0.05109873786568642,
     "m": 1.0
    },
    {
     "p": 0.15053167939186096,
     "m": 1.0
    },
    {
     "p": 0.06417955458164215,
     "m": 0.9997948408126831
    },
    {
     "p": 0.15658549964427948,
     "m": 0.9998511672019958
    },
    {
     "p": 0.2928955852985382,
     "m": 1.0
    },
    {
     "p": 0.0004357032594271004,
     "m": 1.0
    },
    {
     "p": 0.0004357032594271004,
     "m": 0.8549194931983948
    },
    {
     "p": 0.0004357032594271004,
     "m": 0.8350503444671631
    },
    {
     "p": 0.0004357032594271004,
     "m": 0.8001689910888672
    },
    {
     "p": 0.0004357032594271004,
     "m": 0.7879412770271301
    },
    {
     "p": 0.0004357032594271004,
     "m": 0.8126643300056458
    },
    {
     "p": 0.0012821726268157363,
     "m": 0.9716836214065552
    },
    {
     "p": 0.017368674278259277,
     "m": 0.9870491027832031
    },
    {
     "p": 0.0004357032594271004,
     "m": 0.5
    },
    {
     "p": 0.0004357032594271004,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 2.291874885559082,
   "val_loss": 0.9735637307167053,
   "acc": 68.72,
   "time": 62.29355034499895,
   "mix_dist": 0.37773194909095764,
   "param": [
    {
     "p": 0.24287860095500946,
     "m": 0.5
    },
    {
     "p": 0.000435813533840701,
     "m": 0.5
    },
    {
     "p": 0.007000989746302366,
     "m": 0.5
    },
    {
     "p": 0.011818152852356434,
     "m": 0.877953052520752
    },
    {
     "p": 0.000435813533840701,
     "m": 0.6336740255355835
    },
    {
     "p": 0.000435813533840701,
     "m": 0.9419993758201599
    },
    {
     "p": 0.000435813533840701,
     "m": 0.9516926407814026
    },
    {
     "p": 0.000435813533840701,
     "m": 0.9978770017623901
    },
    {
     "p": 0.04491822049021721,
     "m": 1.0
    },
    {
     "p": 0.15907816588878632,
     "m": 1.0
    },
    {
     "p": 0.04922766983509064,
     "m": 0.9997435212135315
    },
    {
     "p": 0.17278049886226654,
     "m": 1.0
    },
    {
     "p": 0.30505645275115967,
     "m": 1.0
    },
    {
     "p": 0.0006815415108576417,
     "m": 1.0
    },
    {
     "p": 0.000435813533840701,
     "m": 0.8472906351089478
    },
    {
     "p": 0.000435813533840701,
     "m": 0.8475223779678345
    },
    {
     "p": 0.000435813533840701,
     "m": 0.7968153953552246
    },
    {
     "p": 0.000435813533840701,
     "m": 0.7837327122688293
    },
    {
     "p": 0.000435813533840701,
     "m": 0.820353627204895
    },
    {
     "p": 0.0008943557622842491,
     "m": 0.9637234807014465
    },
    {
     "p": 0.000435813533840701,
     "m": 0.9891484975814819
    },
    {
     "p": 0.000435813533840701,
     "m": 0.5
    },
    {
     "p": 0.000435813533840701,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 2.1173288822174072,
   "val_loss": 0.8720064759254456,
   "acc": 68.08,
   "time": 59.639540857999236,
   "mix_dist": 0.3829498589038849,
   "param": [
    {
     "p": 0.2419222593307495,
     "m": 0.5
    },
    {
     "p": 0.0004343718464951962,
     "m": 0.5
    },
    {
     "p": 0.011796497739851475,
     "m": 0.5
    },
    {
     "p": 0.00705344881862402,
     "m": 0.8899890780448914
    },
    {
     "p": 0.0004343718464951962,
     "m": 0.6324506998062134
    },
    {
     "p": 0.0008570529753342271,
     "m": 0.9460211992263794
    },
    {
     "p": 0.0007590829045511782,
     "m": 0.9414666891098022
    },
    {
     "p": 0.005261148791760206,
     "m": 0.9994086623191833
    },
    {
     "p": 0.05374150350689888,
     "m": 0.9953076839447021
    },
    {
     "p": 0.15932148694992065,
     "m": 1.0
    },
    {
     "p": 0.04547471925616264,
     "m": 0.9953689575195312
    },
    {
     "p": 0.1735014170408249,
     "m": 1.0
    },
    {
     "p": 0.29299911856651306,
     "m": 1.0
    },
    {
     "p": 0.0009651993750594556,
     "m": 1.0
    },
    {
     "p": 0.0004343718464951962,
     "m": 0.8521736264228821
    },
    {
     "p": 0.0004343718464951962,
     "m": 0.8506956100463867
    },
    {
     "p": 0.0004343718464951962,
     "m": 0.8071319460868835
    },
    {
     "p": 0.0004343718464951962,
     "m": 0.7878230214118958
    },
    {
     "p": 0.0004343718464951962,
     "m": 0.8269150853157043
    },
    {
     "p": 0.0004343718464951962,
     "m": 0.9623784422874451
    },
    {
     "p": 0.0020034746266901493,
     "m": 0.9896740913391113
    },
    {
     "p": 0.0004343718464951962,
     "m": 0.5
    },
    {
     "p": 0.0004343718464951962,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 2.3505024909973145,
   "val_loss": 0.8905376195907593,
   "acc": 68.42,
   "time": 61.11935429100049,
   "mix_dist": 0.3702075779438019,
   "param": [
    {
     "p": 0.23192307353019714,
     "m": 0.5
    },
    {
     "p": 0.0004347695503383875,
     "m": 0.5
    },
    {
     "p": 0.016168970614671707,
     "m": 0.5
    },
    {
     "p": 0.016934655606746674,
     "m": 0.9030497074127197
    },
    {
     "p": 0.0007048810366541147,
     "m": 0.6196117401123047
    },
    {
     "p": 0.003207107773050666,
     "m": 0.939888060092926
    },
    {
     "p": 0.003092338563874364,
     "m": 0.9469615817070007
    },
    {
     "p": 0.00937129370868206,
     "m": 0.9983806610107422
    },
    {
     "p": 0.05341484025120735,
     "m": 1.0
    },
    {
     "p": 0.15419164299964905,
     "m": 0.9977576732635498
    },
    {
     "p": 0.04388608783483505,
     "m": 1.0
    },
    {
     "p": 0.16513590514659882,
     "m": 1.0
    },
    {
     "p": 0.2816527783870697,
     "m": 1.0
    },
    {
     "p": 0.0010132875759154558,
     "m": 1.0
    },
    {
     "p": 0.0004347695503383875,
     "m": 0.8556399345397949
    },
    {
     "p": 0.0004347695503383875,
     "m": 0.845385730266571
    },
    {
     "p": 0.0004347695503383875,
     "m": 0.8081860542297363
    },
    {
     "p": 0.0004347695503383875,
     "m": 0.7826312780380249
    },
    {
     "p": 0.0004347695503383875,
     "m": 0.8516214489936829
    },
    {
     "p": 0.007702463772147894,
     "m": 0.9561734795570374
    },
    {
     "p": 0.007762398105114698,
     "m": 0.9943475127220154
    },
    {
     "p": 0.0004347695503383875,
     "m": 0.5
    },
    {
     "p": 0.0007949987193569541,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 2.1906418800354004,
   "val_loss": 0.825074315071106,
   "acc": 68.66,
   "time": 60.881493979999505,
   "mix_dist": 0.36335358023643494,
   "param": [
    {
     "p": 0.23604755103588104,
     "m": 0.5
    },
    {
     "p": 0.00043474763515405357,
     "m": 0.5
    },
    {
     "p": 0.007027183193713427,
     "m": 0.5
    },
    {
     "p": 0.00043474763515405357,
     "m": 0.9028090238571167
    },
    {
     "p": 0.0005933328648097813,
     "m": 0.621577262878418
    },
    {
     "p": 0.00043474763515405357,
     "m": 0.9445996880531311
    },
    {
     "p": 0.013836095109581947,
     "m": 0.9364356398582458
    },
    {
     "p": 0.00955742597579956,
     "m": 1.0
    },
    {
     "p": 0.04084990546107292,
     "m": 0.9944153428077698
    },
    {
     "p": 0.15959788858890533,
     "m": 0.9906331300735474
    },
    {
     "p": 0.0497666671872139,
     "m": 1.0
    },
    {
     "p": 0.168610617518425,
     "m": 1.0
    },
    {
     "p": 0.283625990152359,
     "m": 1.0
    },
    {
     "p": 0.0024907023180276155,
     "m": 1.0
    },
    {
     "p": 0.00043474763515405357,
     "m": 0.852379560470581
    },
    {
     "p": 0.00043474763515405357,
     "m": 0.8454505205154419
    },
    {
     "p": 0.00043474763515405357,
     "m": 0.7981581091880798
    },
    {
     "p": 0.00043474763515405357,
     "m": 0.7805968523025513
    },
    {
     "p": 0.00043474763515405357,
     "m": 0.8452841639518738
    },
    {
     "p": 0.01104060374200344,
     "m": 0.9554644823074341
    },
    {
     "p": 0.010933411307632923,
     "m": 0.9989421963691711
    },
    {
     "p": 0.00043474763515405357,
     "m": 0.5
    },
    {
     "p": 0.0021100144367665052,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 2.135270595550537,
   "val_loss": 0.8844702839851379,
   "acc": 68.5,
   "time": 75.523920783,
   "mix_dist": 0.35429665446281433,
   "param": [
    {
     "p": 0.24065056443214417,
     "m": 0.5
    },
    {
     "p": 0.0023232907988131046,
     "m": 0.5
    },
    {
     "p": 0.014471760019659996,
     "m": 0.5
    },
    {
     "p": 0.0004338347353041172,
     "m": 0.901366651058197
    },
    {
     "p": 0.00045826935092918575,
     "m": 0.6221245527267456
    },
    {
     "p": 0.0004338347353041172,
     "m": 0.9464298486709595
    },
    {
     "p": 0.014502337202429771,
     "m": 0.9401065707206726
    },
    {
     "p": 0.007133715786039829,
     "m": 1.0
    },
    {
     "p": 0.0371844619512558,
     "m": 1.0
    },
    {
     "p": 0.15986759960651398,
     "m": 0.9954418540000916
    },
    {
     "p": 0.04660717770457268,
     "m": 0.9987339377403259
    },
    {
     "p": 0.17189225554466248,
     "m": 1.0
    },
    {
     "p": 0.2912560999393463,
     "m": 1.0
    },
    {
     "p": 0.0012002093717455864,
     "m": 1.0
    },
    {
     "p": 0.0004338347353041172,
     "m": 0.8594467043876648
    },
    {
     "p": 0.0004338347353041172,
     "m": 0.8454365134239197
    },
    {
     "p": 0.0004338347353041172,
     "m": 0.791545033454895
    },
    {
     "p": 0.0004338347353041172,
     "m": 0.7788239121437073
    },
    {
     "p": 0.0004338347353041172,
     "m": 0.8594583868980408
    },
    {
     "p": 0.008114106953144073,
     "m": 0.9490073919296265
    },
    {
     "p": 0.0004338347353041172,
     "m": 0.9990513920783997
    },
    {
     "p": 0.0004338347353041172,
     "m": 0.5
    },
    {
     "p": 0.0004338347353041172,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 2.219290018081665,
   "val_loss": 0.9213840961456299,
   "acc": 68.61,
   "time": 64.01443163300064,
   "mix_dist": 0.3724392056465149,
   "param": [
    {
     "p": 0.25190865993499756,
     "m": 0.5
    },
    {
     "p": 0.00043635969632305205,
     "m": 0.5
    },
    {
     "p": 0.013027396984398365,
     "m": 0.5
    },
    {
     "p": 0.0008061978151090443,
     "m": 0.9033167362213135
    },
    {
     "p": 0.00043635969632305205,
     "m": 0.6115419268608093
    },
    {
     "p": 0.00043635969632305205,
     "m": 0.9537652134895325
    },
    {
     "p": 0.001893195090815425,
     "m": 0.9325444102287292
    },
    {
     "p": 0.00043635969632305205,
     "m": 1.0
    },
    {
     "p": 0.03309290483593941,
     "m": 1.0
    },
    {
     "p": 0.16593076288700104,
     "m": 0.9912424683570862
    },
    {
     "p": 0.04656866565346718,
     "m": 1.0
    },
    {
     "p": 0.1785488873720169,
     "m": 1.0
    },
    {
     "p": 0.3019893169403076,
     "m": 1.0
    },
    {
     "p": 0.0005615745903924108,
     "m": 1.0
    },
    {
     "p": 0.00043635969632305205,
     "m": 0.8747456669807434
    },
    {
     "p": 0.00043635969632305205,
     "m": 0.8633356094360352
    },
    {
     "p": 0.00043635969632305205,
     "m": 0.7859793901443481
    },
    {
     "p": 0.00043635969632305205,
     "m": 0.7688320875167847
    },
    {
     "p": 0.00043635969632305205,
     "m": 0.8634974360466003
    },
    {
     "p": 0.00043635969632305205,
     "m": 0.9393460750579834
    },
    {
     "p": 0.00043635969632305205,
     "m": 0.9872941970825195
    },
    {
     "p": 0.00043635969632305205,
     "m": 0.5
    },
    {
     "p": 0.00043635969632305205,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 2.3086752891540527,
   "val_loss": 0.9036173224449158,
   "acc": 69.04,
   "time": 54.095907856999474,
   "mix_dist": 0.37216100096702576,
   "param": [
    {
     "p": 0.24919462203979492,
     "m": 0.5
    },
    {
     "p": 0.0004350948438514024,
     "m": 0.5
    },
    {
     "p": 0.011813144199550152,
     "m": 0.5
    },
    {
     "p": 0.008362647145986557,
     "m": 0.9057601094245911
    },
    {
     "p": 0.000747381360270083,
     "m": 0.6068442463874817
    },
    {
     "p": 0.0004350948438514024,
     "m": 0.9579639434814453
    },
    {
     "p": 0.0004350948438514024,
     "m": 0.9430330991744995
    },
    {
     "p": 0.0009323786362074316,
     "m": 0.9852731227874756
    },
    {
     "p": 0.037563223391771317,
     "m": 1.0
    },
    {
     "p": 0.15683642029762268,
     "m": 0.9982854723930359
    },
    {
     "p": 0.043973907828330994,
     "m": 1.0
    },
    {
     "p": 0.1847316473722458,
     "m": 1.0
    },
    {
     "p": 0.2944495677947998,
     "m": 1.0
    },
    {
     "p": 0.002230625133961439,
     "m": 1.0
    },
    {
     "p": 0.0006972824921831489,
     "m": 0.8920164704322815
    },
    {
     "p": 0.0004350948438514024,
     "m": 0.863650381565094
    },
    {
     "p": 0.0004350948438514024,
     "m": 0.7851678729057312
    },
    {
     "p": 0.0004350948438514024,
     "m": 0.7625076770782471
    },
    {
     "p": 0.0004468332917895168,
     "m": 0.851729691028595
    },
    {
     "p": 0.003260113066062331,
     "m": 0.9404841661453247
    },
    {
     "p": 0.0012796191731467843,
     "m": 0.9997469782829285
    },
    {
     "p": 0.0004350948438514024,
     "m": 0.5
    },
    {
     "p": 0.0004350948438514024,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 2.3035101890563965,
   "val_loss": 0.8487228155136108,
   "acc": 68.69,
   "time": 58.647956771999816,
   "mix_dist": 0.35166504979133606,
   "param": [
    {
     "p": 0.23155459761619568,
     "m": 0.5
    },
    {
     "p": 0.00043518649181351066,
     "m": 0.5
    },
    {
     "p": 0.019806310534477234,
     "m": 0.5
    },
    {
     "p": 0.009031388908624649,
     "m": 0.9142246246337891
    },
    {
     "p": 0.0006884385365992785,
     "m": 0.6040470600128174
    },
    {
     "p": 0.00043518649181351066,
     "m": 0.9475470185279846
    },
    {
     "p": 0.012223901227116585,
     "m": 0.9654207229614258
    },
    {
     "p": 0.010426541790366173,
     "m": 0.9790310263633728
    },
    {
     "p": 0.03938744589686394,
     "m": 1.0
    },
    {
     "p": 0.15373308956623077,
     "m": 0.9830582737922668
    },
    {
     "p": 0.04434288293123245,
     "m": 1.0
    },
    {
     "p": 0.16303375363349915,
     "m": 1.0
    },
    {
     "p": 0.27542662620544434,
     "m": 1.0
    },
    {
     "p": 0.017696410417556763,
     "m": 1.0
    },
    {
     "p": 0.00043518649181351066,
     "m": 0.9083027839660645
    },
    {
     "p": 0.00043518649181351066,
     "m": 0.8554841876029968
    },
    {
     "p": 0.00043518649181351066,
     "m": 0.7953734397888184
    },
    {
     "p": 0.00043518649181351066,
     "m": 0.7687603235244751
    },
    {
     "p": 0.00043518649181351066,
     "m": 0.8317834734916687
    },
    {
     "p": 0.0032404710073024035,
     "m": 0.9586247205734253
    },
    {
     "p": 0.008487141691148281,
     "m": 0.9994442462921143
    },
    {
     "p": 0.00043518649181351066,
     "m": 0.5
    },
    {
     "p": 0.00743964035063982,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 1.9870738983154297,
   "val_loss": 0.9165055155754089,
   "acc": 68.48,
   "time": 58.38251504899927,
   "mix_dist": 0.35536545515060425,
   "param": [
    {
     "p": 0.2513294219970703,
     "m": 0.5
    },
    {
     "p": 0.0004341299645602703,
     "m": 0.5
    },
    {
     "p": 0.017402581870555878,
     "m": 0.5
    },
    {
     "p": 0.0006524696364067495,
     "m": 0.8992816805839539
    },
    {
     "p": 0.0004341299645602703,
     "m": 0.6046431064605713
    },
    {
     "p": 0.0004341299645602703,
     "m": 0.9583250284194946
    },
    {
     "p": 0.0004341299645602703,
     "m": 0.9655017256736755
    },
    {
     "p": 0.002139812335371971,
     "m": 0.9837572574615479
    },
    {
     "p": 0.03211197257041931,
     "m": 0.9966238737106323
    },
    {
     "p": 0.16630765795707703,
     "m": 0.9923155903816223
    },
    {
     "p": 0.045371558517217636,
     "m": 0.9925510287284851
    },
    {
     "p": 0.17018942534923553,
     "m": 0.9997445940971375
    },
    {
     "p": 0.3002677857875824,
     "m": 1.0
    },
    {
     "p": 0.0004341299645602703,
     "m": 1.0
    },
    {
     "p": 0.0004341299645602703,
     "m": 0.895587682723999
    },
    {
     "p": 0.0004341299645602703,
     "m": 0.8551536798477173
    },
    {
     "p": 0.0004341299645602703,
     "m": 0.7948994040489197
    },
    {
     "p": 0.0004341299645602703,
     "m": 0.765893816947937
    },
    {
     "p": 0.0004341299645602703,
     "m": 0.8123224377632141
    },
    {
     "p": 0.0004341299645602703,
     "m": 0.9543181657791138
    },
    {
     "p": 0.008583864197134972,
     "m": 0.9981186985969543
    },
    {
     "p": 0.0004341299645602703,
     "m": 0.5
    },
    {
     "p": 0.0004341299645602703,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 2.2144691944122314,
   "val_loss": 0.9197107553482056,
   "acc": 68.85,
   "time": 65.34371902400017,
   "mix_dist": 0.36486732959747314,
   "param": [
    {
     "p": 0.2656957507133484,
     "m": 0.5
    },
    {
     "p": 0.00043555174488574266,
     "m": 0.5
    },
    {
     "p": 0.018006019294261932,
     "m": 0.5
    },
    {
     "p": 0.00043555174488574266,
     "m": 0.9017565846443176
    },
    {
     "p": 0.00043555174488574266,
     "m": 0.6106458306312561
    },
    {
     "p": 0.00043555174488574266,
     "m": 0.9524654150009155
    },
    {
     "p": 0.0007232977077364922,
     "m": 0.9622278809547424
    },
    {
     "p": 0.0005806759581901133,
     "m": 0.9764688014984131
    },
    {
     "p": 0.036127492785453796,
     "m": 1.0
    },
    {
     "p": 0.1621634066104889,
     "m": 0.9971636533737183
    },
    {
     "p": 0.026927391067147255,
     "m": 0.9954140782356262
    },
    {
     "p": 0.17259587347507477,
     "m": 1.0
    },
    {
     "p": 0.30391404032707214,
     "m": 1.0
    },
    {
     "p": 0.0005053961067460477,
     "m": 1.0
    },
    {
     "p": 0.00043555174488574266,
     "m": 0.9071469902992249
    },
    {
     "p": 0.00043555174488574266,
     "m": 0.8440374135971069
    },
    {
     "p": 0.00043555174488574266,
     "m": 0.7950327396392822
    },
    {
     "p": 0.00043555174488574266,
     "m": 0.7616830468177795
    },
    {
     "p": 0.00043555174488574266,
     "m": 0.8158429861068726
    },
    {
     "p": 0.00043555174488574266,
     "m": 0.9469211101531982
    },
    {
     "p": 0.007534242235124111,
     "m": 0.9981552958488464
    },
    {
     "p": 0.00043555174488574266,
     "m": 0.5
    },
    {
     "p": 0.00043555174488574266,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 2.0827279090881348,
   "val_loss": 0.8680407404899597,
   "acc": 68.87,
   "time": 79.85510073599835,
   "mix_dist": 0.35840219259262085,
   "param": [
    {
     "p": 0.26011377573013306,
     "m": 0.5
    },
    {
     "p": 0.000434355839388445,
     "m": 0.5
    },
    {
     "p": 0.030675651505589485,
     "m": 0.5
    },
    {
     "p": 0.000434355839388445,
     "m": 0.905545175075531
    },
    {
     "p": 0.000434355839388445,
     "m": 0.6057977676391602
    },
    {
     "p": 0.000434355839388445,
     "m": 0.9601148962974548
    },
    {
     "p": 0.017325133085250854,
     "m": 0.9605163931846619
    },
    {
     "p": 0.0015897125704213977,
     "m": 0.9724421501159668
    },
    {
     "p": 0.032103586941957474,
     "m": 0.9983713626861572
    },
    {
     "p": 0.14729651808738708,
     "m": 0.9870073795318604
    },
    {
     "p": 0.030883992090821266,
     "m": 1.0
    },
    {
     "p": 0.16784027218818665,
     "m": 1.0
    },
    {
     "p": 0.28839701414108276,
     "m": 1.0
    },
    {
     "p": 0.0040010423399508,
     "m": 1.0
    },
    {
     "p": 0.000434355839388445,
     "m": 0.91030353307724
    },
    {
     "p": 0.000434355839388445,
     "m": 0.8452371954917908
    },
    {
     "p": 0.000434355839388445,
     "m": 0.8130173087120056
    },
    {
     "p": 0.000434355839388445,
     "m": 0.7300480008125305
    },
    {
     "p": 0.000434355839388445,
     "m": 0.8178500533103943
    },
    {
     "p": 0.000434355839388445,
     "m": 0.957485556602478
    },
    {
     "p": 0.014561290852725506,
     "m": 0.9995603561401367
    },
    {
     "p": 0.000434355839388445,
     "m": 0.5
    },
    {
     "p": 0.000434355839388445,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 2.2547695636749268,
   "val_loss": 0.9079802632331848,
   "acc": 68.85,
   "time": 82.58196372200109,
   "mix_dist": 0.3577616810798645,
   "param": [
    {
     "p": 0.2516780197620392,
     "m": 0.5
    },
    {
     "p": 0.00048598021385259926,
     "m": 0.5
    },
    {
     "p": 0.025974499061703682,
     "m": 0.5
    },
    {
     "p": 0.002925925189629197,
     "m": 0.9083675146102905
    },
    {
     "p": 0.00043436585110612214,
     "m": 0.6055858731269836
    },
    {
     "p": 0.00043436585110612214,
     "m": 0.9628664255142212
    },
    {
     "p": 0.019381731748580933,
     "m": 0.9560039639472961
    },
    {
     "p": 0.0022312949877232313,
     "m": 0.9698203802108765
    },
    {
     "p": 0.022424770519137383,
     "m": 0.9998572468757629
    },
    {
     "p": 0.15803812444210052,
     "m": 0.9916715025901794
    },
    {
     "p": 0.03140122443437576,
     "m": 1.0
    },
    {
     "p": 0.1738465577363968,
     "m": 1.0
    },
    {
     "p": 0.29319167137145996,
     "m": 1.0
    },
    {
     "p": 0.0011971236672252417,
     "m": 1.0
    },
    {
     "p": 0.00043436585110612214,
     "m": 0.9260351657867432
    },
    {
     "p": 0.00043436585110612214,
     "m": 0.8406727910041809
    },
    {
     "p": 0.00043436585110612214,
     "m": 0.8139297366142273
    },
    {
     "p": 0.00043436585110612214,
     "m": 0.7200208306312561
    },
    {
     "p": 0.00043436585110612214,
     "m": 0.8281294107437134
    },
    {
     "p": 0.0054054767824709415,
     "m": 0.9732030630111694
    },
    {
     "p": 0.007908493280410767,
     "m": 0.9963021278381348
    },
    {
     "p": 0.00043436585110612214,
     "m": 0.5
    },
    {
     "p": 0.00043436585110612214,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 2.5123932361602783,
   "val_loss": 0.8635186553001404,
   "acc": 68.49,
   "time": 79.19937192899852,
   "mix_dist": 0.3606395125389099,
   "param": [
    {
     "p": 0.23646029829978943,
     "m": 0.5
    },
    {
     "p": 0.0018136942526325583,
     "m": 0.5
    },
    {
     "p": 0.02600274235010147,
     "m": 0.5
    },
    {
     "p": 0.0022764201276004314,
     "m": 0.908069908618927
    },
    {
     "p": 0.00043418057612143457,
     "m": 0.6031966805458069
    },
    {
     "p": 0.00043418057612143457,
     "m": 0.9543923139572144
    },
    {
     "p": 0.023689910769462585,
     "m": 0.9504801034927368
    },
    {
     "p": 0.002228827914223075,
     "m": 0.9703800678253174
    },
    {
     "p": 0.023036548867821693,
     "m": 0.9973220229148865
    },
    {
     "p": 0.1641121804714203,
     "m": 0.9942387342453003
    },
    {
     "p": 0.03761538118124008,
     "m": 1.0
    },
    {
     "p": 0.17140628397464752,
     "m": 1.0
    },
    {
     "p": 0.30225828289985657,
     "m": 1.0
    },
    {
     "p": 0.00043418057612143457,
     "m": 1.0
    },
    {
     "p": 0.00043418057612143457,
     "m": 0.9257283806800842
    },
    {
     "p": 0.00043418057612143457,
     "m": 0.8341856002807617
    },
    {
     "p": 0.00043418057612143457,
     "m": 0.8250337839126587
    },
    {
     "p": 0.00043418057612143457,
     "m": 0.7256399989128113
    },
    {
     "p": 0.00043418057612143457,
     "m": 0.8261258006095886
    },
    {
     "p": 0.004250479396432638,
     "m": 0.9736708998680115
    },
    {
     "p": 0.00043418057612143457,
     "m": 1.0
    },
    {
     "p": 0.00043418057612143457,
     "m": 0.5
    },
    {
     "p": 0.0005073148640803993,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 2.3745436668395996,
   "val_loss": 0.8435733318328857,
   "acc": 68.0,
   "time": 81.55007863100036,
   "mix_dist": 0.35190579295158386,
   "param": [
    {
     "p": 0.22706419229507446,
     "m": 0.5
    },
    {
     "p": 0.00043572785216383636,
     "m": 0.5
    },
    {
     "p": 0.02388165332376957,
     "m": 0.5
    },
    {
     "p": 0.017458174377679825,
     "m": 0.905516505241394
    },
    {
     "p": 0.00043572785216383636,
     "m": 0.6077226400375366
    },
    {
     "p": 0.00043572785216383636,
     "m": 0.9654645323753357
    },
    {
     "p": 0.024112537503242493,
     "m": 0.9442030191421509
    },
    {
     "p": 0.0015630214475095272,
     "m": 0.961913526058197
    },
    {
     "p": 0.022367920726537704,
     "m": 0.9999574422836304
    },
    {
     "p": 0.14977191388607025,
     "m": 0.9961453676223755
    },
    {
     "p": 0.04928429052233696,
     "m": 1.0
    },
    {
     "p": 0.17710375785827637,
     "m": 1.0
    },
    {
     "p": 0.29244717955589294,
     "m": 1.0
    },
    {
     "p": 0.00043572785216383636,
     "m": 1.0
    },
    {
     "p": 0.00043572785216383636,
     "m": 0.93034428358078
    },
    {
     "p": 0.00043572785216383636,
     "m": 0.8410672545433044
    },
    {
     "p": 0.00043572785216383636,
     "m": 0.8186497688293457
    },
    {
     "p": 0.00043572785216383636,
     "m": 0.7385553121566772
    },
    {
     "p": 0.00043572785216383636,
     "m": 0.8249845504760742
    },
    {
     "p": 0.005129373166710138,
     "m": 0.9855337738990784
    },
    {
     "p": 0.0050232503563165665,
     "m": 1.0
    },
    {
     "p": 0.00043572785216383636,
     "m": 0.5
    },
    {
     "p": 0.00043572785216383636,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 2.4171142578125,
   "val_loss": 0.8790484666824341,
   "acc": 68.97,
   "time": 64.26009723400057,
   "mix_dist": 0.35503506660461426,
   "param": [
    {
     "p": 0.23517601191997528,
     "m": 0.5
    },
    {
     "p": 0.0004344179469626397,
     "m": 0.5
    },
    {
     "p": 0.018304578959941864,
     "m": 0.5
    },
    {
     "p": 0.004325545858591795,
     "m": 0.9021557569503784
    },
    {
     "p": 0.0004344179469626397,
     "m": 0.6084798574447632
    },
    {
     "p": 0.0004344179469626397,
     "m": 0.9664432406425476
    },
    {
     "p": 0.02949012815952301,
     "m": 0.9342195391654968
    },
    {
     "p": 0.0012886442709714174,
     "m": 0.9730489253997803
    },
    {
     "p": 0.01978541724383831,
     "m": 1.0
    },
    {
     "p": 0.1494998037815094,
     "m": 1.0
    },
    {
     "p": 0.038971543312072754,
     "m": 0.9989418387413025
    },
    {
     "p": 0.18591256439685822,
     "m": 1.0
    },
    {
     "p": 0.3078499436378479,
     "m": 1.0
    },
    {
     "p": 0.0004344179469626397,
     "m": 1.0
    },
    {
     "p": 0.0004344179469626397,
     "m": 0.9278162121772766
    },
    {
     "p": 0.0004344179469626397,
     "m": 0.8398725390434265
    },
    {
     "p": 0.0004344179469626397,
     "m": 0.8284919857978821
    },
    {
     "p": 0.0004344179469626397,
     "m": 0.7485886216163635
    },
    {
     "p": 0.0004344179469626397,
     "m": 0.825994610786438
    },
    {
     "p": 0.0007423697388730943,
     "m": 0.9801533818244934
    },
    {
     "p": 0.0012752767652273178,
     "m": 0.9910922050476074
    },
    {
     "p": 0.0004344179469626397,
     "m": 0.5
    },
    {
     "p": 0.003034074790775776,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 2.2229557037353516,
   "val_loss": 0.8549348711967468,
   "acc": 69.3,
   "time": 67.93714455100053,
   "mix_dist": 0.36228907108306885,
   "param": [
    {
     "p": 0.2425706386566162,
     "m": 0.5
    },
    {
     "p": 0.00043527066009119153,
     "m": 0.5
    },
    {
     "p": 0.001174889039248228,
     "m": 0.5
    },
    {
     "p": 0.00043527066009119153,
     "m": 0.897406280040741
    },
    {
     "p": 0.00043527066009119153,
     "m": 0.6088443994522095
    },
    {
     "p": 0.00043527066009119153,
     "m": 0.9634628295898438
    },
    {
     "p": 0.027195114642381668,
     "m": 0.9325522184371948
    },
    {
     "p": 0.0009774790378287435,
     "m": 0.9927471280097961
    },
    {
     "p": 0.015573459677398205,
     "m": 1.0
    },
    {
     "p": 0.14958499372005463,
     "m": 1.0
    },
    {
     "p": 0.026351595297455788,
     "m": 1.0
    },
    {
     "p": 0.19766102731227875,
     "m": 1.0
    },
    {
     "p": 0.3285592496395111,
     "m": 1.0
    },
    {
     "p": 0.00043527066009119153,
     "m": 1.0
    },
    {
     "p": 0.00043527066009119153,
     "m": 0.9252285361289978
    },
    {
     "p": 0.00043527066009119153,
     "m": 0.8415316939353943
    },
    {
     "p": 0.00043527066009119153,
     "m": 0.8310986757278442
    },
    {
     "p": 0.00043527066009119153,
     "m": 0.7481303811073303
    },
    {
     "p": 0.00043527066009119153,
     "m": 0.8203765153884888
    },
    {
     "p": 0.004587751813232899,
     "m": 0.9804313778877258
    },
    {
     "p": 0.0005408059223555028,
     "m": 0.9953062534332275
    },
    {
     "p": 0.00043527066009119153,
     "m": 0.5
    },
    {
     "p": 0.00043527066009119153,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 2.1813883781433105,
   "val_loss": 0.9462766051292419,
   "acc": 69.13,
   "time": 66.3974831710002,
   "mix_dist": 0.35951748490333557,
   "param": [
    {
     "p": 0.23004873096942902,
     "m": 0.5
    },
    {
     "p": 0.0004346811037976295,
     "m": 0.5
    },
    {
     "p": 0.013550332747399807,
     "m": 0.5
    },
    {
     "p": 0.005186743568629026,
     "m": 0.8969131112098694
    },
    {
     "p": 0.0004346811037976295,
     "m": 0.6274548172950745
    },
    {
     "p": 0.0004346811037976295,
     "m": 0.9632555842399597
    },
    {
     "p": 0.026389824226498604,
     "m": 0.9154646396636963
    },
    {
     "p": 0.0016543695237487555,
     "m": 0.9895142912864685
    },
    {
     "p": 0.025882907211780548,
     "m": 1.0
    },
    {
     "p": 0.15676407516002655,
     "m": 0.9971330165863037
    },
    {
     "p": 0.03301951661705971,
     "m": 1.0
    },
    {
     "p": 0.17297223210334778,
     "m": 1.0
    },
    {
     "p": 0.3261623978614807,
     "m": 1.0
    },
    {
     "p": 0.0004346811037976295,
     "m": 1.0
    },
    {
     "p": 0.0004346811037976295,
     "m": 0.9195685386657715
    },
    {
     "p": 0.0004346811037976295,
     "m": 0.8593448400497437
    },
    {
     "p": 0.0004346811037976295,
     "m": 0.8347654938697815
    },
    {
     "p": 0.0004346811037976295,
     "m": 0.7395296692848206
    },
    {
     "p": 0.0004346811037976295,
     "m": 0.8250879645347595
    },
    {
     "p": 0.001856351736932993,
     "m": 0.962622880935669
    },
    {
     "p": 0.0017312105046585202,
     "m": 0.9842975735664368
    },
    {
     "p": 0.0004346811037976295,
     "m": 0.5
    },
    {
     "p": 0.0004346811037976295,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 2.2825093269348145,
   "val_loss": 0.8332082033157349,
   "acc": 69.46,
   "time": 84.49339975399926,
   "mix_dist": 0.3643265962600708,
   "param": [
    {
     "p": 0.21599213778972626,
     "m": 0.5
    },
    {
     "p": 0.00043502351036295295,
     "m": 0.5
    },
    {
     "p": 0.017666231840848923,
     "m": 0.5
    },
    {
     "p": 0.003922892734408379,
     "m": 0.9049530029296875
    },
    {
     "p": 0.00043502351036295295,
     "m": 0.6302638649940491
    },
    {
     "p": 0.00043502351036295295,
     "m": 0.9720553159713745
    },
    {
     "p": 0.026446860283613205,
     "m": 0.8916379809379578
    },
    {
     "p": 0.00043502351036295295,
     "m": 0.9876606464385986
    },
    {
     "p": 0.03498246148228645,
     "m": 1.0
    },
    {
     "p": 0.1644059270620346,
     "m": 1.0
    },
    {
     "p": 0.033730775117874146,
     "m": 0.9997856616973877
    },
    {
     "p": 0.16238367557525635,
     "m": 1.0
    },
    {
     "p": 0.3289475440979004,
     "m": 1.0
    },
    {
     "p": 0.00429666880518198,
     "m": 1.0
    },
    {
     "p": 0.00043502351036295295,
     "m": 0.90655916929245
    },
    {
     "p": 0.00043502351036295295,
     "m": 0.8584477305412292
    },
    {
     "p": 0.00043502351036295295,
     "m": 0.8396776914596558
    },
    {
     "p": 0.00043502351036295295,
     "m": 0.742751955986023
    },
    {
     "p": 0.00043502351036295295,
     "m": 0.821147084236145
    },
    {
     "p": 0.002004767768085003,
     "m": 0.9717482328414917
    },
    {
     "p": 0.00043502351036295295,
     "m": 0.9787781238555908
    },
    {
     "p": 0.00043502351036295295,
     "m": 0.5
    },
    {
     "p": 0.00043502351036295295,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 2.419250965118408,
   "val_loss": 1.0172299146652222,
   "acc": 68.13,
   "time": 83.78463069400095,
   "mix_dist": 0.3702738285064697,
   "param": [
    {
     "p": 0.19117987155914307,
     "m": 0.5
    },
    {
     "p": 0.00043675408232957125,
     "m": 0.5
    },
    {
     "p": 0.009528922848403454,
     "m": 0.5
    },
    {
     "p": 0.00043675408232957125,
     "m": 0.8890860080718994
    },
    {
     "p": 0.00043675408232957125,
     "m": 0.6187513470649719
    },
    {
     "p": 0.00043675408232957125,
     "m": 0.9575261473655701
    },
    {
     "p": 0.026772987097501755,
     "m": 0.8821709752082825
    },
    {
     "p": 0.008316470310091972,
     "m": 0.9899808168411255
    },
    {
     "p": 0.0488690622150898,
     "m": 1.0
    },
    {
     "p": 0.1633848398923874,
     "m": 0.9998140931129456
    },
    {
     "p": 0.02224302850663662,
     "m": 1.0
    },
    {
     "p": 0.163719043135643,
     "m": 1.0
    },
    {
     "p": 0.33035504817962646,
     "m": 1.0
    },
    {
     "p": 0.009027613326907158,
     "m": 1.0
    },
    {
     "p": 0.00043675408232957125,
     "m": 0.9037225842475891
    },
    {
     "p": 0.00043675408232957125,
     "m": 0.8684132099151611
    },
    {
     "p": 0.00043675408232957125,
     "m": 0.8229050636291504
    },
    {
     "p": 0.00043675408232957125,
     "m": 0.7452903985977173
    },
    {
     "p": 0.00043675408232957125,
     "m": 0.8189567923545837
    },
    {
     "p": 0.014182189479470253,
     "m": 0.9861327409744263
    },
    {
     "p": 0.0033424473367631435,
     "m": 0.9908750653266907
    },
    {
     "p": 0.00043675408232957125,
     "m": 0.5
    },
    {
     "p": 0.004711044952273369,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 2.3099443912506104,
   "val_loss": 0.9052804708480835,
   "acc": 69.16,
   "time": 74.30011606900007,
   "mix_dist": 0.3672843873500824,
   "param": [
    {
     "p": 0.19347363710403442,
     "m": 0.5
    },
    {
     "p": 0.000435042311437428,
     "m": 0.5
    },
    {
     "p": 0.0060044447891414165,
     "m": 0.5
    },
    {
     "p": 0.000435042311437428,
     "m": 0.8824511766433716
    },
    {
     "p": 0.000435042311437428,
     "m": 0.6255166530609131
    },
    {
     "p": 0.000435042311437428,
     "m": 0.948043167591095
    },
    {
     "p": 0.022856447845697403,
     "m": 0.8771917223930359
    },
    {
     "p": 0.016923492774367332,
     "m": 0.9984254837036133
    },
    {
     "p": 0.05040835961699486,
     "m": 1.0
    },
    {
     "p": 0.16793596744537354,
     "m": 0.9981689453125
    },
    {
     "p": 0.01158850360661745,
     "m": 1.0
    },
    {
     "p": 0.17180734872817993,
     "m": 1.0
    },
    {
     "p": 0.3461003601551056,
     "m": 1.0
    },
    {
     "p": 0.000435042311437428,
     "m": 1.0
    },
    {
     "p": 0.000435042311437428,
     "m": 0.9221553206443787
    },
    {
     "p": 0.000435042311437428,
     "m": 0.880029022693634
    },
    {
     "p": 0.000435042311437428,
     "m": 0.8236902952194214
    },
    {
     "p": 0.000435042311437428,
     "m": 0.7370972037315369
    },
    {
     "p": 0.000435042311437428,
     "m": 0.8145315051078796
    },
    {
     "p": 0.007239779457449913,
     "m": 0.9844251275062561
    },
    {
     "p": 0.000435042311437428,
     "m": 0.9994823932647705
    },
    {
     "p": 0.000435042311437428,
     "m": 0.5
    },
    {
     "p": 0.0004413591232150793,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 2.2417542934417725,
   "val_loss": 0.8663053512573242,
   "acc": 69.4,
   "time": 76.07307693400071,
   "mix_dist": 0.35682326555252075,
   "param": [
    {
     "p": 0.1918720304965973,
     "m": 0.5
    },
    {
     "p": 0.0004338747530709952,
     "m": 0.5
    },
    {
     "p": 0.014065546914935112,
     "m": 0.5
    },
    {
     "p": 0.006394591182470322,
     "m": 0.8672536611557007
    },
    {
     "p": 0.009154047816991806,
     "m": 0.6378320455551147
    },
    {
     "p": 0.0005318732000887394,
     "m": 0.9381935000419617
    },
    {
     "p": 0.029005171731114388,
     "m": 0.8696655035018921
    },
    {
     "p": 0.014488905668258667,
     "m": 1.0
    },
    {
     "p": 0.046999890357255936,
     "m": 0.9987528920173645
    },
    {
     "p": 0.1684160977602005,
     "m": 0.9871025085449219
    },
    {
     "p": 0.030465705320239067,
     "m": 1.0
    },
    {
     "p": 0.15603375434875488,
     "m": 1.0
    },
    {
     "p": 0.31894510984420776,
     "m": 1.0
    },
    {
     "p": 0.002316041849553585,
     "m": 1.0
    },
    {
     "p": 0.0005194738623686135,
     "m": 0.9274667501449585
    },
    {
     "p": 0.0004338747530709952,
     "m": 0.8803282976150513
    },
    {
     "p": 0.0004338747530709952,
     "m": 0.8245024681091309
    },
    {
     "p": 0.0004338747530709952,
     "m": 0.7320822477340698
    },
    {
     "p": 0.0004338747530709952,
     "m": 0.8158771991729736
    },
    {
     "p": 0.0036962281446903944,
     "m": 0.9744017720222473
    },
    {
     "p": 0.0016915325541049242,
     "m": 0.9975115060806274
    },
    {
     "p": 0.0004338747530709952,
     "m": 0.5
    },
    {
     "p": 0.0028007905930280685,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 2.2696757316589355,
   "val_loss": 0.8759725093841553,
   "acc": 69.49,
   "time": 94.3044292300001,
   "mix_dist": 0.36855486035346985,
   "param": [
    {
     "p": 0.21075181663036346,
     "m": 0.5
    },
    {
     "p": 0.00043602383811958134,
     "m": 0.5
    },
    {
     "p": 0.002842794870957732,
     "m": 0.5
    },
    {
     "p": 0.00043602383811958134,
     "m": 0.8617698550224304
    },
    {
     "p": 0.00043602383811958134,
     "m": 0.6483049988746643
    },
    {
     "p": 0.00043602383811958134,
     "m": 0.9191372990608215
    },
    {
     "p": 0.02984701283276081,
     "m": 0.8872639536857605
    },
    {
     "p": 0.007192447315901518,
     "m": 0.9992671608924866
    },
    {
     "p": 0.03954436630010605,
     "m": 0.9990540146827698
    },
    {
     "p": 0.1743326187133789,
     "m": 0.9959684610366821
    },
    {
     "p": 0.01948660984635353,
     "m": 1.0
    },
    {
     "p": 0.153969869017601,
     "m": 1.0
    },
    {
     "p": 0.35592836141586304,
     "m": 1.0
    },
    {
     "p": 0.00043602383811958134,
     "m": 1.0
    },
    {
     "p": 0.00043602383811958134,
     "m": 0.9492818117141724
    },
    {
     "p": 0.00043602383811958134,
     "m": 0.8725265860557556
    },
    {
     "p": 0.00043602383811958134,
     "m": 0.8234053254127502
    },
    {
     "p": 0.00043602383811958134,
     "m": 0.7266436219215393
    },
    {
     "p": 0.00043602383811958134,
     "m": 0.8024353981018066
    },
    {
     "p": 0.00043602383811958134,
     "m": 0.9852043986320496
    },
    {
     "p": 0.00043602383811958134,
     "m": 0.9962754249572754
    },
    {
     "p": 0.00043602383811958134,
     "m": 0.5
    },
    {
     "p": 0.00043602383811958134,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 2.1427958011627197,
   "val_loss": 0.8428182601928711,
   "acc": 68.8,
   "time": 71.82905013100026,
   "mix_dist": 0.3635302186012268,
   "param": [
    {
     "p": 0.20332980155944824,
     "m": 0.5
    },
    {
     "p": 0.0004350170202087611,
     "m": 0.5
    },
    {
     "p": 0.005387928336858749,
     "m": 0.5
    },
    {
     "p": 0.011071468703448772,
     "m": 0.8502457141876221
    },
    {
     "p": 0.0007668107864446938,
     "m": 0.6456753015518188
    },
    {
     "p": 0.0004350170202087611,
     "m": 0.9143927097320557
    },
    {
     "p": 0.030646393075585365,
     "m": 0.8921719193458557
    },
    {
     "p": 0.0005147559568285942,
     "m": 0.9994086027145386
    },
    {
     "p": 0.04387139528989792,
     "m": 1.0
    },
    {
     "p": 0.17324553430080414,
     "m": 0.9999563694000244
    },
    {
     "p": 0.026486752554774284,
     "m": 0.9954069256782532
    },
    {
     "p": 0.1545204520225525,
     "m": 1.0
    },
    {
     "p": 0.34414660930633545,
     "m": 1.0
    },
    {
     "p": 0.0004350170202087611,
     "m": 1.0
    },
    {
     "p": 0.0004350170202087611,
     "m": 0.9483300447463989
    },
    {
     "p": 0.0004350170202087611,
     "m": 0.8721227049827576
    },
    {
     "p": 0.0004350170202087611,
     "m": 0.8403995037078857
    },
    {
     "p": 0.0004350170202087611,
     "m": 0.752791702747345
    },
    {
     "p": 0.0004350170202087611,
     "m": 0.8027716875076294
    },
    {
     "p": 0.0006276256171986461,
     "m": 0.9887019395828247
    },
    {
     "p": 0.0010345322079956532,
     "m": 0.9808393716812134
    },
    {
     "p": 0.0004350170202087611,
     "m": 0.5
    },
    {
     "p": 0.0004350170202087611,
     "m": 0.5
    }
   ]
  }
 ]
}