{
 "Accuracy": 68.96,
 "Time": [
  254.4486941101557,
  1.6840270957774872
 ],
 "Device": "Graphics Device",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "Contrast",
  "Color",
  "Brightness",
  "Sharpness",
  "Posterize",
  "Solarize"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 2.346313953399658,
   "val_loss": 2.29605770111084,
   "acc": 23.14,
   "time": 257.20641425298527,
   "param": [
    {
     "p": 0.13249392807483673,
     "m": 1.0
    },
    {
     "p": 0.06889528036117554,
     "m": 1.0
    },
    {
     "p": 0.049510978162288666,
     "m": 1.0
    },
    {
     "p": 0.045295972377061844,
     "m": 0.9952495694160461
    },
    {
     "p": 0.042769286781549454,
     "m": 0.9904308915138245
    },
    {
     "p": 0.08959969133138657,
     "m": 0.9757298231124878
    },
    {
     "p": 0.07485701143741608,
     "m": 0.999988853931427
    },
    {
     "p": 0.11909051984548569,
     "m": 0.9956873655319214
    },
    {
     "p": 0.05428986996412277,
     "m": 0.9713637232780457
    },
    {
     "p": 0.07247096300125122,
     "m": 1.0
    },
    {
     "p": 0.10805410146713257,
     "m": 1.0
    },
    {
     "p": 0.08133910596370697,
     "m": 1.0
    },
    {
     "p": 0.0498390831053257,
     "m": 1.0
    },
    {
     "p": 0.011494259350001812,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 2.2874062061309814,
   "val_loss": 2.2177600860595703,
   "acc": 20.1,
   "time": 254.31316891638562,
   "param": [
    {
     "p": 0.1141110435128212,
     "m": 1.0
    },
    {
     "p": 0.06674976646900177,
     "m": 1.0
    },
    {
     "p": 0.0679701492190361,
     "m": 1.0
    },
    {
     "p": 0.05183699354529381,
     "m": 0.9831089973449707
    },
    {
     "p": 0.05594557151198387,
     "m": 0.9438328742980957
    },
    {
     "p": 0.08668932318687439,
     "m": 0.9477778077125549
    },
    {
     "p": 0.0780097246170044,
     "m": 0.9772692322731018
    },
    {
     "p": 0.10541608929634094,
     "m": 0.9553956985473633
    },
    {
     "p": 0.06490462273359299,
     "m": 0.9842641949653625
    },
    {
     "p": 0.07317789644002914,
     "m": 1.0
    },
    {
     "p": 0.09190401434898376,
     "m": 1.0
    },
    {
     "p": 0.08190735429525375,
     "m": 0.9916492700576782
    },
    {
     "p": 0.06137736141681671,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 2.1826534271240234,
   "val_loss": 2.1362428665161133,
   "acc": 22.48,
   "time": 252.53775618597865,
   "param": [
    {
     "p": 0.11992637068033218,
     "m": 1.0
    },
    {
     "p": 0.05135852098464966,
     "m": 1.0
    },
    {
     "p": 0.07913587242364883,
     "m": 1.0
    },
    {
     "p": 0.07196284830570221,
     "m": 0.9829629063606262
    },
    {
     "p": 0.027546921744942665,
     "m": 0.8955291509628296
    },
    {
     "p": 0.08056091517210007,
     "m": 0.9340298771858215
    },
    {
     "p": 0.11777360737323761,
     "m": 0.9440035820007324
    },
    {
     "p": 0.13717176020145416,
     "m": 0.9331440329551697
    },
    {
     "p": 0.05200817808508873,
     "m": 0.9729334712028503
    },
    {
     "p": 0.07460537552833557,
     "m": 1.0
    },
    {
     "p": 0.056279830634593964,
     "m": 0.973259687423706
    },
    {
     "p": 0.06606332957744598,
     "m": 0.989646852016449
    },
    {
     "p": 0.06560647487640381,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 2.370743751525879,
   "val_loss": 1.9526158571243286,
   "acc": 29.36,
   "time": 253.01371334819123,
   "param": [
    {
     "p": 0.10572928935289383,
     "m": 1.0
    },
    {
     "p": 0.04412733390927315,
     "m": 1.0
    },
    {
     "p": 0.08128921687602997,
     "m": 1.0
    },
    {
     "p": 0.08546356856822968,
     "m": 0.9624512195587158
    },
    {
     "p": 0.04737372323870659,
     "m": 0.8347896337509155
    },
    {
     "p": 0.08169589936733246,
     "m": 0.9130956530570984
    },
    {
     "p": 0.1198817640542984,
     "m": 0.8799410462379456
    },
    {
     "p": 0.11773177981376648,
     "m": 0.9106669425964355
    },
    {
     "p": 0.04445087909698486,
     "m": 0.9973890781402588
    },
    {
     "p": 0.06366539746522903,
     "m": 0.9530647993087769
    },
    {
     "p": 0.0746430978178978,
     "m": 1.0
    },
    {
     "p": 0.06260613352060318,
     "m": 1.0
    },
    {
     "p": 0.07134193181991577,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 1.986108660697937,
   "val_loss": 1.911623239517212,
   "acc": 31.53,
   "time": 254.7419911371544,
   "param": [
    {
     "p": 0.12664681673049927,
     "m": 1.0
    },
    {
     "p": 0.01659730263054371,
     "m": 1.0
    },
    {
     "p": 0.09782272577285767,
     "m": 1.0
    },
    {
     "p": 0.08344440907239914,
     "m": 0.9824977517127991
    },
    {
     "p": 0.04592360556125641,
     "m": 0.8633983135223389
    },
    {
     "p": 0.08926858007907867,
     "m": 0.9211633801460266
    },
    {
     "p": 0.1414744108915329,
     "m": 0.9037163257598877
    },
    {
     "p": 0.12743040919303894,
     "m": 0.9154947996139526
    },
    {
     "p": 0.03604341670870781,
     "m": 0.9733418226242065
    },
    {
     "p": 0.06523258239030838,
     "m": 0.9366224408149719
    },
    {
     "p": 0.06688636541366577,
     "m": 0.9714152812957764
    },
    {
     "p": 0.04573298618197441,
     "m": 0.9946887493133545
    },
    {
     "p": 0.05749629810452461,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 2.135392904281616,
   "val_loss": 1.8747011423110962,
   "acc": 34.61,
   "time": 252.12425283389166,
   "param": [
    {
     "p": 0.1540311574935913,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11843403428792953,
     "m": 1.0
    },
    {
     "p": 0.08937614411115646,
     "m": 0.9580885171890259
    },
    {
     "p": 0.03320669010281563,
     "m": 0.9028163552284241
    },
    {
     "p": 0.0816149115562439,
     "m": 0.9251115322113037
    },
    {
     "p": 0.1637108027935028,
     "m": 0.9128490090370178
    },
    {
     "p": 0.13588599860668182,
     "m": 0.9128825068473816
    },
    {
     "p": 0.010213206522166729,
     "m": 0.9418275356292725
    },
    {
     "p": 0.06346069276332855,
     "m": 0.9342570900917053
    },
    {
     "p": 0.06068136543035507,
     "m": 0.935736894607544
    },
    {
     "p": 0.03724028915166855,
     "m": 1.0
    },
    {
     "p": 0.05214478075504303,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 2.1226515769958496,
   "val_loss": 1.7662572860717773,
   "acc": 36.25,
   "time": 254.98840569984168,
   "param": [
    {
     "p": 0.16137933731079102,
     "m": 1.0
    },
    {
     "p": 0.0007971878512762487,
     "m": 1.0
    },
    {
     "p": 0.11004962772130966,
     "m": 1.0
    },
    {
     "p": 0.09465301781892776,
     "m": 0.9283244609832764
    },
    {
     "p": 0.035818032920360565,
     "m": 0.9177404046058655
    },
    {
     "p": 0.06824035197496414,
     "m": 0.9276082515716553
    },
    {
     "p": 0.17867521941661835,
     "m": 0.8736074566841125
    },
    {
     "p": 0.1267852485179901,
     "m": 0.9028438925743103
    },
    {
     "p": 0.0,
     "m": 0.9222002625465393
    },
    {
     "p": 0.06543875485658646,
     "m": 0.9246947765350342
    },
    {
     "p": 0.060952071100473404,
     "m": 0.916854739189148
    },
    {
     "p": 0.030414028093218803,
     "m": 0.983222246170044
    },
    {
     "p": 0.06679705530405045,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 2.040625810623169,
   "val_loss": 1.6700139045715332,
   "acc": 38.64,
   "time": 256.7414161772467,
   "param": [
    {
     "p": 0.16791459918022156,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1019110232591629,
     "m": 1.0
    },
    {
     "p": 0.09106453508138657,
     "m": 0.8802506327629089
    },
    {
     "p": 0.038550831377506256,
     "m": 0.9376864433288574
    },
    {
     "p": 0.033994924277067184,
     "m": 0.9452939033508301
    },
    {
     "p": 0.18862919509410858,
     "m": 0.8081451058387756
    },
    {
     "p": 0.11823073774576187,
     "m": 0.8936856389045715
    },
    {
     "p": 0.0,
     "m": 0.9071531295776367
    },
    {
     "p": 0.07023756206035614,
     "m": 0.9047958850860596
    },
    {
     "p": 0.0686185210943222,
     "m": 0.9004875421524048
    },
    {
     "p": 0.03445180505514145,
     "m": 0.9538911581039429
    },
    {
     "p": 0.08639630675315857,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 2.007680892944336,
   "val_loss": 1.6634776592254639,
   "acc": 39.25,
   "time": 254.43981056008488,
   "param": [
    {
     "p": 0.19934868812561035,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08748935908079147,
     "m": 1.0
    },
    {
     "p": 0.08624526858329773,
     "m": 0.8165467381477356
    },
    {
     "p": 0.0156717449426651,
     "m": 0.9650194048881531
    },
    {
     "p": 0.0,
     "m": 0.9767032265663147
    },
    {
     "p": 0.22621183097362518,
     "m": 0.7283771634101868
    },
    {
     "p": 0.12974043190479279,
     "m": 0.8646898865699768
    },
    {
     "p": 7.175717473728582e-05,
     "m": 0.8898477554321289
    },
    {
     "p": 0.05594097077846527,
     "m": 0.9064717888832092
    },
    {
     "p": 0.06883189082145691,
     "m": 0.8622830510139465
    },
    {
     "p": 0.035623081028461456,
     "m": 0.9022984504699707
    },
    {
     "p": 0.09482500702142715,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 1.8939100503921509,
   "val_loss": 1.6675676107406616,
   "acc": 40.22,
   "time": 256.11842846218497,
   "param": [
    {
     "p": 0.22084824740886688,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08041374385356903,
     "m": 1.0
    },
    {
     "p": 0.08351292461156845,
     "m": 0.8430973291397095
    },
    {
     "p": 0.0011950377374887466,
     "m": 0.991701066493988
    },
    {
     "p": 0.0,
     "m": 0.9957913160324097
    },
    {
     "p": 0.2529737055301666,
     "m": 0.705382227897644
    },
    {
     "p": 0.12315169721841812,
     "m": 0.8530704379081726
    },
    {
     "p": 0.016946040093898773,
     "m": 0.8697153329849243
    },
    {
     "p": 0.03944331780076027,
     "m": 0.8974979519844055
    },
    {
     "p": 0.061848148703575134,
     "m": 0.8106266260147095
    },
    {
     "p": 0.030246583744883537,
     "m": 0.8904327750205994
    },
    {
     "p": 0.08942054957151413,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 1.8833850622177124,
   "val_loss": 1.5275287628173828,
   "acc": 42.29,
   "time": 254.45393490884453,
   "param": [
    {
     "p": 0.24155721068382263,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06952115148305893,
     "m": 1.0
    },
    {
     "p": 0.08010886609554291,
     "m": 0.8715503215789795
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.3100772798061371,
     "m": 0.7071338891983032
    },
    {
     "p": 0.11998102068901062,
     "m": 0.877244234085083
    },
    {
     "p": 0.016412539407610893,
     "m": 0.8276538252830505
    },
    {
     "p": 0.012758769094944,
     "m": 0.8880988955497742
    },
    {
     "p": 0.04617967829108238,
     "m": 0.7556765079498291
    },
    {
     "p": 0.00965938251465559,
     "m": 0.8960051536560059
    },
    {
     "p": 0.09374409168958664,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 1.7518634796142578,
   "val_loss": 1.5789377689361572,
   "acc": 42.92,
   "time": 258.9716080590151,
   "param": [
    {
     "p": 0.2306920439004898,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07798738777637482,
     "m": 1.0
    },
    {
     "p": 0.06939883530139923,
     "m": 0.8761130571365356
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.3262344300746918,
     "m": 0.6459685564041138
    },
    {
     "p": 0.11113213747739792,
     "m": 0.8702881932258606
    },
    {
     "p": 0.03354282304644585,
     "m": 0.8255230784416199
    },
    {
     "p": 0.00509462459012866,
     "m": 0.8777785301208496
    },
    {
     "p": 0.05360223352909088,
     "m": 0.7435027360916138
    },
    {
     "p": 0.004995773546397686,
     "m": 0.8791104555130005
    },
    {
     "p": 0.08731965720653534,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 1.9089120626449585,
   "val_loss": 1.5102769136428833,
   "acc": 43.66,
   "time": 255.4013456981629,
   "param": [
    {
     "p": 0.24183812737464905,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07524606585502625,
     "m": 1.0
    },
    {
     "p": 0.04127433896064758,
     "m": 0.8078505992889404
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.36267369985580444,
     "m": 0.5712947845458984
    },
    {
     "p": 0.09782730042934418,
     "m": 0.8610126376152039
    },
    {
     "p": 0.047277819365262985,
     "m": 0.8166961073875427
    },
    {
     "p": 0.0,
     "m": 0.8839555978775024
    },
    {
     "p": 0.06369874626398087,
     "m": 0.7294725775718689
    },
    {
     "p": 0.0,
     "m": 0.8481460809707642
    },
    {
     "p": 0.07016392052173615,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 1.7361791133880615,
   "val_loss": 1.4153878688812256,
   "acc": 45.25,
   "time": 253.6100176302716,
   "param": [
    {
     "p": 0.24896301329135895,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06757498532533646,
     "m": 1.0
    },
    {
     "p": 0.024653933942317963,
     "m": 0.7369517087936401
    },
    {
     "p": 0.0,
     "m": 0.9953118562698364
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.38221076130867004,
     "m": 0.523205041885376
    },
    {
     "p": 0.07665926963090897,
     "m": 0.8771868944168091
    },
    {
     "p": 0.051668938249349594,
     "m": 0.7979564070701599
    },
    {
     "p": 0.011487497016787529,
     "m": 0.8936522006988525
    },
    {
     "p": 0.07442300021648407,
     "m": 0.7394039034843445
    },
    {
     "p": 0.0035651216749101877,
     "m": 0.8401564955711365
    },
    {
     "p": 0.05879352614283562,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 1.543373703956604,
   "val_loss": 1.5670807361602783,
   "acc": 45.51,
   "time": 254.79241819074377,
   "param": [
    {
     "p": 0.24510397017002106,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06689654290676117,
     "m": 1.0
    },
    {
     "p": 0.01113287452608347,
     "m": 0.68086177110672
    },
    {
     "p": 0.0,
     "m": 0.99515700340271
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.40364038944244385,
     "m": 0.4656934440135956
    },
    {
     "p": 0.0722556859254837,
     "m": 0.8918995261192322
    },
    {
     "p": 0.055587321519851685,
     "m": 0.7878950238227844
    },
    {
     "p": 0.023437662050127983,
     "m": 0.8977435827255249
    },
    {
     "p": 0.07650061696767807,
     "m": 0.7301719784736633
    },
    {
     "p": 0.0,
     "m": 0.8514935374259949
    },
    {
     "p": 0.04544490948319435,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 1.7876262664794922,
   "val_loss": 1.4261842966079712,
   "acc": 47.14,
   "time": 254.94259610399604,
   "param": [
    {
     "p": 0.22110386192798615,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07286399602890015,
     "m": 1.0
    },
    {
     "p": 0.030003027990460396,
     "m": 0.6460122466087341
    },
    {
     "p": 0.0,
     "m": 0.9705265760421753
    },
    {
     "p": 0.002278275089338422,
     "m": 1.0
    },
    {
     "p": 0.36067333817481995,
     "m": 0.42499250173568726
    },
    {
     "p": 0.0841604471206665,
     "m": 0.9319750070571899
    },
    {
     "p": 0.06384274363517761,
     "m": 0.7920331358909607
    },
    {
     "p": 0.041889842599630356,
     "m": 0.9065551161766052
    },
    {
     "p": 0.06988547742366791,
     "m": 0.7200086116790771
    },
    {
     "p": 0.009935074485838413,
     "m": 0.8677847385406494
    },
    {
     "p": 0.04336390644311905,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 1.8767211437225342,
   "val_loss": 1.4589266777038574,
   "acc": 47.0,
   "time": 252.52609192905948,
   "param": [
    {
     "p": 0.22655904293060303,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07721468806266785,
     "m": 1.0
    },
    {
     "p": 0.032060977071523666,
     "m": 0.640120267868042
    },
    {
     "p": 0.0,
     "m": 0.9723218083381653
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.3628305494785309,
     "m": 0.4230247139930725
    },
    {
     "p": 0.08013951033353806,
     "m": 0.9773483276367188
    },
    {
     "p": 0.07151513546705246,
     "m": 0.7784188389778137
    },
    {
     "p": 0.042356494814157486,
     "m": 0.9044978618621826
    },
    {
     "p": 0.06517970561981201,
     "m": 0.6940150260925293
    },
    {
     "p": 0.0058348095044493675,
     "m": 0.8749876022338867
    },
    {
     "p": 0.036309145390987396,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 1.6666206121444702,
   "val_loss": 1.374101996421814,
   "acc": 47.68,
   "time": 252.5373550299555,
   "param": [
    {
     "p": 0.19705826044082642,
     "m": 1.0
    },
    {
     "p": 0.013014775700867176,
     "m": 1.0
    },
    {
     "p": 0.08250557631254196,
     "m": 1.0
    },
    {
     "p": 0.043844420462846756,
     "m": 0.6390014886856079
    },
    {
     "p": 0.014641032554209232,
     "m": 0.9578867554664612
    },
    {
     "p": 0.010620416142046452,
     "m": 1.0
    },
    {
     "p": 0.2852659821510315,
     "m": 0.3812243342399597
    },
    {
     "p": 0.08066234737634659,
     "m": 1.0
    },
    {
     "p": 0.078321173787117,
     "m": 0.7788690328598022
    },
    {
     "p": 0.0534202866256237,
     "m": 0.884479820728302
    },
    {
     "p": 0.0674930140376091,
     "m": 0.6815693378448486
    },
    {
     "p": 0.018761618062853813,
     "m": 0.8835418820381165
    },
    {
     "p": 0.054391048848629,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 1.7185442447662354,
   "val_loss": 1.533705711364746,
   "acc": 48.04,
   "time": 259.22257232293487,
   "param": [
    {
     "p": 0.176188662648201,
     "m": 1.0
    },
    {
     "p": 0.012408223934471607,
     "m": 1.0
    },
    {
     "p": 0.08146820217370987,
     "m": 1.0
    },
    {
     "p": 0.0408632718026638,
     "m": 0.6126717329025269
    },
    {
     "p": 0.020617840811610222,
     "m": 0.9376647472381592
    },
    {
     "p": 0.01839117333292961,
     "m": 0.999297022819519
    },
    {
     "p": 0.26452451944351196,
     "m": 0.28844863176345825
    },
    {
     "p": 0.07171514630317688,
     "m": 1.0
    },
    {
     "p": 0.07733523100614548,
     "m": 0.7575554251670837
    },
    {
     "p": 0.06896383315324783,
     "m": 0.865157961845398
    },
    {
     "p": 0.0817718431353569,
     "m": 0.6788859963417053
    },
    {
     "p": 0.014352410100400448,
     "m": 0.8741105794906616
    },
    {
     "p": 0.07139959931373596,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 1.8669840097427368,
   "val_loss": 1.436091661453247,
   "acc": 49.84,
   "time": 254.17800637101755,
   "param": [
    {
     "p": 0.13760541379451752,
     "m": 1.0
    },
    {
     "p": 0.01135124359279871,
     "m": 1.0
    },
    {
     "p": 0.0844946876168251,
     "m": 1.0
    },
    {
     "p": 0.05275927484035492,
     "m": 0.6334786415100098
    },
    {
     "p": 0.026941392570734024,
     "m": 0.9236279726028442
    },
    {
     "p": 0.0325632318854332,
     "m": 0.995732843875885
    },
    {
     "p": 0.22574877738952637,
     "m": 0.24410438537597656
    },
    {
     "p": 0.05949712544679642,
     "m": 0.9920110702514648
    },
    {
     "p": 0.07064561545848846,
     "m": 0.7480981945991516
    },
    {
     "p": 0.08300205320119858,
     "m": 0.8692201375961304
    },
    {
     "p": 0.09142106771469116,
     "m": 0.6817436814308167
    },
    {
     "p": 0.019584091380238533,
     "m": 0.8734585046768188
    },
    {
     "p": 0.10109508037567139,
     "m": 1.0
    },
    {
     "p": 0.003290913300588727,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 1.7400840520858765,
   "val_loss": 1.390459418296814,
   "acc": 49.51,
   "time": 254.87863054405898,
   "param": [
    {
     "p": 0.13166789710521698,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09212523698806763,
     "m": 1.0
    },
    {
     "p": 0.0606466680765152,
     "m": 0.6495482325553894
    },
    {
     "p": 0.023609457537531853,
     "m": 0.9213452339172363
    },
    {
     "p": 0.01987791806459427,
     "m": 0.9886351823806763
    },
    {
     "p": 0.22180654108524323,
     "m": 0.20928671956062317
    },
    {
     "p": 0.04707765206694603,
     "m": 0.9742230772972107
    },
    {
     "p": 0.06283039599657059,
     "m": 0.7596427202224731
    },
    {
     "p": 0.09192796051502228,
     "m": 0.8803072571754456
    },
    {
     "p": 0.10039045661687851,
     "m": 0.6739717721939087
    },
    {
     "p": 0.021323662251234055,
     "m": 0.8825365304946899
    },
    {
     "p": 0.1267162263393402,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 1.7679502964019775,
   "val_loss": 1.2844890356063843,
   "acc": 51.75,
   "time": 256.5781732876785,
   "param": [
    {
     "p": 0.12441764026880264,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10184768587350845,
     "m": 1.0
    },
    {
     "p": 0.06546781957149506,
     "m": 0.6397305130958557
    },
    {
     "p": 0.02351773902773857,
     "m": 0.950859010219574
    },
    {
     "p": 0.008512565866112709,
     "m": 0.9700929522514343
    },
    {
     "p": 0.20442074537277222,
     "m": 0.17543290555477142
    },
    {
     "p": 0.046749744564294815,
     "m": 0.9770799875259399
    },
    {
     "p": 0.05879031866788864,
     "m": 0.7718048095703125
    },
    {
     "p": 0.09906845539808273,
     "m": 0.8689919710159302
    },
    {
     "p": 0.10226313024759293,
     "m": 0.6706811785697937
    },
    {
     "p": 0.03323371708393097,
     "m": 0.9049866199493408
    },
    {
     "p": 0.12817467749118805,
     "m": 1.0
    },
    {
     "p": 0.003535670693963766,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 1.8502569198608398,
   "val_loss": 1.3486642837524414,
   "acc": 51.74,
   "time": 254.40526256291196,
   "param": [
    {
     "p": 0.1233651340007782,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10406090319156647,
     "m": 1.0
    },
    {
     "p": 0.06909739971160889,
     "m": 0.638741135597229
    },
    {
     "p": 0.02003953792154789,
     "m": 0.9734775424003601
    },
    {
     "p": 0.0,
     "m": 0.9550051689147949
    },
    {
     "p": 0.19191326200962067,
     "m": 0.1570144146680832
    },
    {
     "p": 0.059677913784980774,
     "m": 1.0
    },
    {
     "p": 0.052331291139125824,
     "m": 0.7753978371620178
    },
    {
     "p": 0.09469140321016312,
     "m": 0.8631764054298401
    },
    {
     "p": 0.1025395616889,
     "m": 0.6666342616081238
    },
    {
     "p": 0.05054039508104324,
     "m": 0.9348614811897278
    },
    {
     "p": 0.1317431777715683,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 1.7495276927947998,
   "val_loss": 1.2253367900848389,
   "acc": 53.14,
   "time": 259.52312064683065,
   "param": [
    {
     "p": 0.11450979858636856,
     "m": 1.0
    },
    {
     "p": 0.00495615741237998,
     "m": 1.0
    },
    {
     "p": 0.09038589894771576,
     "m": 1.0
    },
    {
     "p": 0.07190591841936111,
     "m": 0.676932692527771
    },
    {
     "p": 0.03669707849621773,
     "m": 0.9985517859458923
    },
    {
     "p": 0.029735591262578964,
     "m": 0.9271566867828369
    },
    {
     "p": 0.14307722449302673,
     "m": 0.1338043063879013
    },
    {
     "p": 0.07245572656393051,
     "m": 1.0
    },
    {
     "p": 0.0651620551943779,
     "m": 0.8099988698959351
    },
    {
     "p": 0.08353658020496368,
     "m": 0.8401006460189819
    },
    {
     "p": 0.091800756752491,
     "m": 0.6759911179542542
    },
    {
     "p": 0.06472431123256683,
     "m": 0.9678252935409546
    },
    {
     "p": 0.11415069550275803,
     "m": 1.0
    },
    {
     "p": 0.016902171075344086,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 1.5417498350143433,
   "val_loss": 1.424270510673523,
   "acc": 52.63,
   "time": 256.1264743912034,
   "param": [
    {
     "p": 0.11272238940000534,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08774621784687042,
     "m": 1.0
    },
    {
     "p": 0.07730147242546082,
     "m": 0.6989571452140808
    },
    {
     "p": 0.041535936295986176,
     "m": 1.0
    },
    {
     "p": 0.02638353407382965,
     "m": 0.9114424586296082
    },
    {
     "p": 0.13198667764663696,
     "m": 0.13333339989185333
    },
    {
     "p": 0.07297436892986298,
     "m": 1.0
    },
    {
     "p": 0.07417299598455429,
     "m": 0.8243910670280457
    },
    {
     "p": 0.08255171775817871,
     "m": 0.8311217427253723
    },
    {
     "p": 0.09993761032819748,
     "m": 0.6893697381019592
    },
    {
     "p": 0.07626376301050186,
     "m": 1.0
    },
    {
     "p": 0.1164233610033989,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 1.6412889957427979,
   "val_loss": 1.3277190923690796,
   "acc": 52.96,
   "time": 254.47665156284347,
   "param": [
    {
     "p": 0.11153842508792877,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09083213657140732,
     "m": 1.0
    },
    {
     "p": 0.07530666887760162,
     "m": 0.6826227903366089
    },
    {
     "p": 0.018551349639892578,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.92850661277771
    },
    {
     "p": 0.12947100400924683,
     "m": 0.1144937202334404
    },
    {
     "p": 0.06978446245193481,
     "m": 0.9909576177597046
    },
    {
     "p": 0.09283221513032913,
     "m": 0.8247328996658325
    },
    {
     "p": 0.0779004618525505,
     "m": 0.8370975852012634
    },
    {
     "p": 0.11954481899738312,
     "m": 0.6804459095001221
    },
    {
     "p": 0.07832915335893631,
     "m": 1.0
    },
    {
     "p": 0.13590925931930542,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 1.4769070148468018,
   "val_loss": 1.2999571561813354,
   "acc": 54.04,
   "time": 254.56809509405866,
   "param": [
    {
     "p": 0.11273182183504105,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08856731653213501,
     "m": 1.0
    },
    {
     "p": 0.07517967373132706,
     "m": 0.6964243054389954
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.9438357949256897
    },
    {
     "p": 0.12391068041324615,
     "m": 0.10771766304969788
    },
    {
     "p": 0.07294335216283798,
     "m": 0.986534595489502
    },
    {
     "p": 0.10858700424432755,
     "m": 0.815970242023468
    },
    {
     "p": 0.07127371430397034,
     "m": 0.8280484080314636
    },
    {
     "p": 0.1309836059808731,
     "m": 0.6685290336608887
    },
    {
     "p": 0.07306256145238876,
     "m": 1.0
    },
    {
     "p": 0.14276030659675598,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 1.691738247871399,
   "val_loss": 1.1668851375579834,
   "acc": 55.31,
   "time": 254.6739209201187,
   "param": [
    {
     "p": 0.11596174538135529,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0886574238538742,
     "m": 1.0
    },
    {
     "p": 0.06718102842569351,
     "m": 0.6868752241134644
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.9470564723014832
    },
    {
     "p": 0.11661986261606216,
     "m": 0.09662936627864838
    },
    {
     "p": 0.08068164438009262,
     "m": 0.9741886258125305
    },
    {
     "p": 0.1167118102312088,
     "m": 0.7997797727584839
    },
    {
     "p": 0.06382603943347931,
     "m": 0.8195807337760925
    },
    {
     "p": 0.13448338210582733,
     "m": 0.6726351380348206
    },
    {
     "p": 0.06724769622087479,
     "m": 1.0
    },
    {
     "p": 0.1486293375492096,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 1.657983660697937,
   "val_loss": 1.1930867433547974,
   "acc": 54.62,
   "time": 252.5829701712355,
   "param": [
    {
     "p": 0.11226445436477661,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09243271499872208,
     "m": 1.0
    },
    {
     "p": 0.07061874866485596,
     "m": 0.6892409324645996
    },
    {
     "p": 0.0006030916119925678,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.9520730376243591
    },
    {
     "p": 0.11185019463300705,
     "m": 0.08388791233301163
    },
    {
     "p": 0.0806063711643219,
     "m": 0.9818058013916016
    },
    {
     "p": 0.10837657749652863,
     "m": 0.7816532850265503
    },
    {
     "p": 0.06706014275550842,
     "m": 0.8004506826400757
    },
    {
     "p": 0.13448671996593475,
     "m": 0.6844120621681213
    },
    {
     "p": 0.0654582753777504,
     "m": 1.0
    },
    {
     "p": 0.15624280273914337,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 1.3810471296310425,
   "val_loss": 1.192169427871704,
   "acc": 55.9,
   "time": 255.56808932498097,
   "param": [
    {
     "p": 0.1135370135307312,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10038533061742783,
     "m": 1.0
    },
    {
     "p": 0.07704311609268188,
     "m": 0.7255891561508179
    },
    {
     "p": 0.0034465985372662544,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.9624621868133545
    },
    {
     "p": 0.10969405621290207,
     "m": 0.09127862751483917
    },
    {
     "p": 0.07787522673606873,
     "m": 0.9864807724952698
    },
    {
     "p": 0.08673256635665894,
     "m": 0.7565900087356567
    },
    {
     "p": 0.07386224716901779,
     "m": 0.7858846187591553
    },
    {
     "p": 0.13313868641853333,
     "m": 0.6943690180778503
    },
    {
     "p": 0.06652592122554779,
     "m": 1.0
    },
    {
     "p": 0.15775926411151886,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 1.6775765419006348,
   "val_loss": 1.1710244417190552,
   "acc": 56.56,
   "time": 252.0649342732504,
   "param": [
    {
     "p": 0.11296321451663971,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10406729578971863,
     "m": 1.0
    },
    {
     "p": 0.07507848739624023,
     "m": 0.7705382108688354
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.9613074660301208
    },
    {
     "p": 0.10834934562444687,
     "m": 0.1384134739637375
    },
    {
     "p": 0.0717899352312088,
     "m": 0.990294873714447
    },
    {
     "p": 0.07885990291833878,
     "m": 0.7421565055847168
    },
    {
     "p": 0.08131290227174759,
     "m": 0.7808665633201599
    },
    {
     "p": 0.14140042662620544,
     "m": 0.7122880220413208
    },
    {
     "p": 0.07192590832710266,
     "m": 0.9960770606994629
    },
    {
     "p": 0.15425261855125427,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 1.6514729261398315,
   "val_loss": 1.2921788692474365,
   "acc": 56.32,
   "time": 253.27163362503052,
   "param": [
    {
     "p": 0.10286346822977066,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09558320790529251,
     "m": 1.0
    },
    {
     "p": 0.07919146865606308,
     "m": 0.7747361063957214
    },
    {
     "p": 0.0016766987973824143,
     "m": 0.9956793785095215
    },
    {
     "p": 0.0,
     "m": 0.9745516777038574
    },
    {
     "p": 0.09969232976436615,
     "m": 0.1453104466199875
    },
    {
     "p": 0.07053817808628082,
     "m": 0.9998152256011963
    },
    {
     "p": 0.09301150590181351,
     "m": 0.7418897151947021
    },
    {
     "p": 0.0902310311794281,
     "m": 0.8057289123535156
    },
    {
     "p": 0.14696240425109863,
     "m": 0.7156398892402649
    },
    {
     "p": 0.07387645542621613,
     "m": 1.0
    },
    {
     "p": 0.14637327194213867,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 1.5792251825332642,
   "val_loss": 1.1188056468963623,
   "acc": 57.37,
   "time": 256.06214740499854,
   "param": [
    {
     "p": 0.1044994369149208,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10053036361932755,
     "m": 1.0
    },
    {
     "p": 0.07561887055635452,
     "m": 0.7593219876289368
    },
    {
     "p": 0.0,
     "m": 0.9867103099822998
    },
    {
     "p": 0.0,
     "m": 0.9813961982727051
    },
    {
     "p": 0.08978457748889923,
     "m": 0.13765892386436462
    },
    {
     "p": 0.07050977647304535,
     "m": 1.0
    },
    {
     "p": 0.0940382182598114,
     "m": 0.749553918838501
    },
    {
     "p": 0.09372793138027191,
     "m": 0.8255801796913147
    },
    {
     "p": 0.14590972661972046,
     "m": 0.7233698964118958
    },
    {
     "p": 0.08092111349105835,
     "m": 1.0
    },
    {
     "p": 0.14445999264717102,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 1.6572567224502563,
   "val_loss": 1.2588707208633423,
   "acc": 57.73,
   "time": 256.7498799841851,
   "param": [
    {
     "p": 0.10330058634281158,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09965051710605621,
     "m": 1.0
    },
    {
     "p": 0.07358956336975098,
     "m": 0.7487362027168274
    },
    {
     "p": 0.0,
     "m": 0.9939820170402527
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09717939049005508,
     "m": 0.12834107875823975
    },
    {
     "p": 0.07223198562860489,
     "m": 1.0
    },
    {
     "p": 0.09074415266513824,
     "m": 0.7720279693603516
    },
    {
     "p": 0.09990657866001129,
     "m": 0.8251922726631165
    },
    {
     "p": 0.1391831785440445,
     "m": 0.7255362868309021
    },
    {
     "p": 0.08043795078992844,
     "m": 1.0
    },
    {
     "p": 0.1436012089252472,
     "m": 1.0
    },
    {
     "p": 0.0001749287621350959,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 1.519203782081604,
   "val_loss": 1.2488070726394653,
   "acc": 58.78,
   "time": 254.0647052479908,
   "param": [
    {
     "p": 0.10920126736164093,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10183802992105484,
     "m": 1.0
    },
    {
     "p": 0.06338329613208771,
     "m": 0.7455267310142517
    },
    {
     "p": 0.0,
     "m": 0.9979411363601685
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10287752747535706,
     "m": 0.1298539638519287
    },
    {
     "p": 0.06363407522439957,
     "m": 1.0
    },
    {
     "p": 0.09184189885854721,
     "m": 0.7684335112571716
    },
    {
     "p": 0.10279086232185364,
     "m": 0.8321818113327026
    },
    {
     "p": 0.13523486256599426,
     "m": 0.7166944146156311
    },
    {
     "p": 0.07719914615154266,
     "m": 1.0
    },
    {
     "p": 0.1519990861415863,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 1.691457986831665,
   "val_loss": 1.2001519203186035,
   "acc": 58.72,
   "time": 256.41652386495844,
   "param": [
    {
     "p": 0.10413409769535065,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11128126829862595,
     "m": 1.0
    },
    {
     "p": 0.04983437433838844,
     "m": 0.7288578748703003
    },
    {
     "p": 0.0,
     "m": 0.9972348213195801
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10150204598903656,
     "m": 0.12699662148952484
    },
    {
     "p": 0.048557721078395844,
     "m": 0.998568058013916
    },
    {
     "p": 0.10231367498636246,
     "m": 0.7522945404052734
    },
    {
     "p": 0.10271766036748886,
     "m": 0.8731535077095032
    },
    {
     "p": 0.13575980067253113,
     "m": 0.6781919598579407
    },
    {
     "p": 0.07295459508895874,
     "m": 1.0
    },
    {
     "p": 0.17094473540782928,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 1.5569376945495605,
   "val_loss": 1.258164644241333,
   "acc": 58.77,
   "time": 253.05233865976334,
   "param": [
    {
     "p": 0.10934605449438095,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11888621747493744,
     "m": 1.0
    },
    {
     "p": 0.035475265234708786,
     "m": 0.7192273736000061
    },
    {
     "p": 0.0,
     "m": 0.9783132672309875
    },
    {
     "p": 0.0,
     "m": 0.9863235950469971
    },
    {
     "p": 0.10179305076599121,
     "m": 0.12667453289031982
    },
    {
     "p": 0.04052183777093887,
     "m": 1.0
    },
    {
     "p": 0.11149615049362183,
     "m": 0.7456836104393005
    },
    {
     "p": 0.09872086346149445,
     "m": 0.8918600082397461
    },
    {
     "p": 0.13586333394050598,
     "m": 0.6511473655700684
    },
    {
     "p": 0.07331424951553345,
     "m": 1.0
    },
    {
     "p": 0.17458295822143555,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 1.4012500047683716,
   "val_loss": 1.1703542470932007,
   "acc": 58.96,
   "time": 252.60976625373587,
   "param": [
    {
     "p": 0.11876876652240753,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.12207494676113129,
     "m": 1.0
    },
    {
     "p": 0.01944916509091854,
     "m": 0.7293895483016968
    },
    {
     "p": 0.0,
     "m": 0.9675436019897461
    },
    {
     "p": 0.0,
     "m": 0.9902907609939575
    },
    {
     "p": 0.10593882203102112,
     "m": 0.13631893694400787
    },
    {
     "p": 0.026879560202360153,
     "m": 0.999885618686676
    },
    {
     "p": 0.11755214631557465,
     "m": 0.756679117679596
    },
    {
     "p": 0.09715037047863007,
     "m": 0.9094851613044739
    },
    {
     "p": 0.14410023391246796,
     "m": 0.6317905187606812
    },
    {
     "p": 0.06352261453866959,
     "m": 1.0
    },
    {
     "p": 0.18456332385540009,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 1.67814302444458,
   "val_loss": 1.1213878393173218,
   "acc": 57.59,
   "time": 253.30894816480577,
   "param": [
    {
     "p": 0.13234858214855194,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.12808114290237427,
     "m": 1.0
    },
    {
     "p": 0.002295144135132432,
     "m": 0.7608527541160583
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.9964278340339661
    },
    {
     "p": 0.10058485716581345,
     "m": 0.14319726824760437
    },
    {
     "p": 0.004093672148883343,
     "m": 1.0
    },
    {
     "p": 0.11971668899059296,
     "m": 0.741223156452179
    },
    {
     "p": 0.10210663825273514,
     "m": 0.9143917560577393
    },
    {
     "p": 0.15669040381908417,
     "m": 0.6038869023323059
    },
    {
     "p": 0.059533506631851196,
     "m": 1.0
    },
    {
     "p": 0.1945493519306183,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 1.6405293941497803,
   "val_loss": 1.2113994359970093,
   "acc": 58.35,
   "time": 255.02883128914982,
   "param": [
    {
     "p": 0.13830800354480743,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1279958039522171,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.7955016493797302
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08977226912975311,
     "m": 0.13756009936332703
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11639165878295898,
     "m": 0.7076916694641113
    },
    {
     "p": 0.10603167861700058,
     "m": 0.9308285117149353
    },
    {
     "p": 0.17262740433216095,
     "m": 0.5854794979095459
    },
    {
     "p": 0.04334918037056923,
     "m": 1.0
    },
    {
     "p": 0.20552392303943634,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 1.5725786685943604,
   "val_loss": 1.04670250415802,
   "acc": 58.38,
   "time": 254.24908040091395,
   "param": [
    {
     "p": 0.13981160521507263,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.12671616673469543,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.8314931392669678
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08732554316520691,
     "m": 0.13372766971588135
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.12607631087303162,
     "m": 0.7078070044517517
    },
    {
     "p": 0.09922169148921967,
     "m": 0.9599012136459351
    },
    {
     "p": 0.17996203899383545,
     "m": 0.577886164188385
    },
    {
     "p": 0.03235552832484245,
     "m": 0.9980452060699463
    },
    {
     "p": 0.20853111147880554,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 1.5795230865478516,
   "val_loss": 1.1781085729599,
   "acc": 57.84,
   "time": 254.24615615885705,
   "param": [
    {
     "p": 0.14112575352191925,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.12699003517627716,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.8542680144309998
    },
    {
     "p": 0.006931439507752657,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06910707801580429,
     "m": 0.17701934278011322
    },
    {
     "p": 0.0,
     "m": 0.9931642413139343
    },
    {
     "p": 0.12983955442905426,
     "m": 0.7210970520973206
    },
    {
     "p": 0.0921626165509224,
     "m": 0.9720818996429443
    },
    {
     "p": 0.19208943843841553,
     "m": 0.5942274928092957
    },
    {
     "p": 0.029106976464390755,
     "m": 1.0
    },
    {
     "p": 0.21264711022377014,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 1.4766570329666138,
   "val_loss": 1.2050186395645142,
   "acc": 59.8,
   "time": 256.5742863728665,
   "param": [
    {
     "p": 0.13807646930217743,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.12471262365579605,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.8486167788505554
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05680866166949272,
     "m": 0.17500069737434387
    },
    {
     "p": 0.0,
     "m": 0.988716185092926
    },
    {
     "p": 0.12398002296686172,
     "m": 0.7169695496559143
    },
    {
     "p": 0.08824712783098221,
     "m": 0.9819706678390503
    },
    {
     "p": 0.20486080646514893,
     "m": 0.6015779376029968
    },
    {
     "p": 0.0366007536649704,
     "m": 1.0
    },
    {
     "p": 0.22671349346637726,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 1.5490792989730835,
   "val_loss": 1.154422402381897,
   "acc": 59.79,
   "time": 256.6871701567434,
   "param": [
    {
     "p": 0.13335278630256653,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11403384804725647,
     "m": 1.0
    },
    {
     "p": 0.0012221301440149546,
     "m": 0.829423725605011
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.011120506562292576,
     "m": 1.0
    },
    {
     "p": 0.059542037546634674,
     "m": 0.15202024579048157
    },
    {
     "p": 0.0001636181550566107,
     "m": 0.9640265703201294
    },
    {
     "p": 0.11741955578327179,
     "m": 0.7117165327072144
    },
    {
     "p": 0.08043462783098221,
     "m": 0.9903440475463867
    },
    {
     "p": 0.21193720400333405,
     "m": 0.615860104560852
    },
    {
     "p": 0.045471347868442535,
     "m": 1.0
    },
    {
     "p": 0.2253023386001587,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 1.503980278968811,
   "val_loss": 0.985835611820221,
   "acc": 60.98,
   "time": 253.05200715828687,
   "param": [
    {
     "p": 0.13188038766384125,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1083006039261818,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.8144389986991882
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0052732196636497974,
     "m": 1.0
    },
    {
     "p": 0.05801207199692726,
     "m": 0.14641453325748444
    },
    {
     "p": 0.0,
     "m": 0.9527348279953003
    },
    {
     "p": 0.11478248983621597,
     "m": 0.7232308387756348
    },
    {
     "p": 0.07110649347305298,
     "m": 0.9780631065368652
    },
    {
     "p": 0.23018525540828705,
     "m": 0.6157265901565552
    },
    {
     "p": 0.04143679141998291,
     "m": 1.0
    },
    {
     "p": 0.23902273178100586,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 1.288779616355896,
   "val_loss": 1.1258798837661743,
   "acc": 59.72,
   "time": 253.76213651709259,
   "param": [
    {
     "p": 0.14004482328891754,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10657285153865814,
     "m": 1.0
    },
    {
     "p": 0.0002548565389588475,
     "m": 0.7473881840705872
    },
    {
     "p": 0.0,
     "m": 0.9975703358650208
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0490894578397274,
     "m": 0.17845742404460907
    },
    {
     "p": 0.0,
     "m": 0.9402306079864502
    },
    {
     "p": 0.11354820430278778,
     "m": 0.7196201086044312
    },
    {
     "p": 0.06646024435758591,
     "m": 0.9536586403846741
    },
    {
     "p": 0.24720029532909393,
     "m": 0.6156601309776306
    },
    {
     "p": 0.0275237075984478,
     "m": 1.0
    },
    {
     "p": 0.24930548667907715,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 1.3405131101608276,
   "val_loss": 1.0813993215560913,
   "acc": 59.38,
   "time": 254.02321051899344,
   "param": [
    {
     "p": 0.1492273062467575,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09876122325658798,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.699346125125885
    },
    {
     "p": 0.0,
     "m": 0.9949446320533752
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.03602468967437744,
     "m": 0.22683720290660858
    },
    {
     "p": 0.0,
     "m": 0.9262163043022156
    },
    {
     "p": 0.11503248661756516,
     "m": 0.7178508639335632
    },
    {
     "p": 0.06700289994478226,
     "m": 0.9506524801254272
    },
    {
     "p": 0.25705716013908386,
     "m": 0.6067352294921875
    },
    {
     "p": 0.016535963863134384,
     "m": 1.0
    },
    {
     "p": 0.2603582441806793,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 1.2906523942947388,
   "val_loss": 1.070776343345642,
   "acc": 61.62,
   "time": 256.273906767834,
   "param": [
    {
     "p": 0.15209683775901794,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09006170928478241,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.6834468245506287
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 9.187989053316414e-05,
     "m": 1.0
    },
    {
     "p": 0.02475246787071228,
     "m": 0.25687065720558167
    },
    {
     "p": 0.0012103926856070757,
     "m": 0.9259483814239502
    },
    {
     "p": 0.12164414674043655,
     "m": 0.7248342037200928
    },
    {
     "p": 0.07336602360010147,
     "m": 0.9656572937965393
    },
    {
     "p": 0.252351850271225,
     "m": 0.5767406225204468
    },
    {
     "p": 0.021547017619013786,
     "m": 1.0
    },
    {
     "p": 0.2628777325153351,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 1.6458460092544556,
   "val_loss": 1.0213303565979004,
   "acc": 60.32,
   "time": 254.49949458194897,
   "param": [
    {
     "p": 0.15416620671749115,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08318625390529633,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.6553163528442383
    },
    {
     "p": 0.0,
     "m": 0.9970418810844421
    },
    {
     "p": 0.005651184823364019,
     "m": 1.0
    },
    {
     "p": 0.02833174169063568,
     "m": 0.2685335576534271
    },
    {
     "p": 0.0031986769754439592,
     "m": 0.935587465763092
    },
    {
     "p": 0.12502671778202057,
     "m": 0.7419547438621521
    },
    {
     "p": 0.07901337742805481,
     "m": 0.960026741027832
    },
    {
     "p": 0.2428474724292755,
     "m": 0.5615504384040833
    },
    {
     "p": 0.027188902720808983,
     "m": 1.0
    },
    {
     "p": 0.2513895630836487,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 1.4701565504074097,
   "val_loss": 1.081885814666748,
   "acc": 61.66,
   "time": 253.0323230260983,
   "param": [
    {
     "p": 0.14739857614040375,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07289870083332062,
     "m": 1.0
    },
    {
     "p": 0.00044601919944398105,
     "m": 0.6200616359710693
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.017611587420105934,
     "m": 0.9921023845672607
    },
    {
     "p": 0.04998680204153061,
     "m": 0.2882147431373596
    },
    {
     "p": 0.01424176525324583,
     "m": 0.9456818699836731
    },
    {
     "p": 0.12164795398712158,
     "m": 0.7491531372070312
    },
    {
     "p": 0.08615142107009888,
     "m": 0.9652843475341797
    },
    {
     "p": 0.23004193603992462,
     "m": 0.5535459518432617
    },
    {
     "p": 0.031059030443429947,
     "m": 1.0
    },
    {
     "p": 0.22851614654064178,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 1.3587408065795898,
   "val_loss": 1.0820211172103882,
   "acc": 61.89,
   "time": 251.92875026911497,
   "param": [
    {
     "p": 0.12743043899536133,
     "m": 1.0
    },
    {
     "p": 0.002823439659550786,
     "m": 1.0
    },
    {
     "p": 0.07431997358798981,
     "m": 1.0
    },
    {
     "p": 0.009287301450967789,
     "m": 0.5876291394233704
    },
    {
     "p": 0.005006087012588978,
     "m": 1.0
    },
    {
     "p": 0.03315332159399986,
     "m": 1.0
    },
    {
     "p": 0.0718616247177124,
     "m": 0.291574627161026
    },
    {
     "p": 0.02913792058825493,
     "m": 0.9703069925308228
    },
    {
     "p": 0.11315881460905075,
     "m": 0.7436071038246155
    },
    {
     "p": 0.09215336292982101,
     "m": 0.968586802482605
    },
    {
     "p": 0.2158937007188797,
     "m": 0.5472130179405212
    },
    {
     "p": 0.034515246748924255,
     "m": 1.0
    },
    {
     "p": 0.19024544954299927,
     "m": 1.0
    },
    {
     "p": 0.001013307017274201,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 1.4429280757904053,
   "val_loss": 1.030919075012207,
   "acc": 62.39,
   "time": 252.68796234903857,
   "param": [
    {
     "p": 0.11389736831188202,
     "m": 1.0
    },
    {
     "p": 0.0014370001154020429,
     "m": 1.0
    },
    {
     "p": 0.07993326336145401,
     "m": 1.0
    },
    {
     "p": 0.010179712437093258,
     "m": 0.5642318725585938
    },
    {
     "p": 0.010760027915239334,
     "m": 0.978568971157074
    },
    {
     "p": 0.04071299359202385,
     "m": 0.9928147792816162
    },
    {
     "p": 0.09338405728340149,
     "m": 0.2770339250564575
    },
    {
     "p": 0.03691656515002251,
     "m": 0.987933874130249
    },
    {
     "p": 0.10702831298112869,
     "m": 0.741337776184082
    },
    {
     "p": 0.09220106154680252,
     "m": 0.9588055610656738
    },
    {
     "p": 0.21103210747241974,
     "m": 0.5596055388450623
    },
    {
     "p": 0.03551337122917175,
     "m": 1.0
    },
    {
     "p": 0.1657724678516388,
     "m": 1.0
    },
    {
     "p": 0.001231605070643127,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 1.6289750337600708,
   "val_loss": 1.0636802911758423,
   "acc": 62.07,
   "time": 252.34383809007704,
   "param": [
    {
     "p": 0.1077759712934494,
     "m": 1.0
    },
    {
     "p": 0.0009189047268591821,
     "m": 1.0
    },
    {
     "p": 0.09345737844705582,
     "m": 1.0
    },
    {
     "p": 0.01822739467024803,
     "m": 0.5580405592918396
    },
    {
     "p": 0.011844916269183159,
     "m": 0.9783558249473572
    },
    {
     "p": 0.042159777134656906,
     "m": 0.962224543094635
    },
    {
     "p": 0.10650202631950378,
     "m": 0.2783758044242859
    },
    {
     "p": 0.03758103772997856,
     "m": 0.9961815476417542
    },
    {
     "p": 0.09903817623853683,
     "m": 0.7447205781936646
    },
    {
     "p": 0.09021278470754623,
     "m": 0.9564579129219055
    },
    {
     "p": 0.20195311307907104,
     "m": 0.5607619285583496
    },
    {
     "p": 0.03551723435521126,
     "m": 1.0
    },
    {
     "p": 0.15361535549163818,
     "m": 1.0
    },
    {
     "p": 0.0011959003750234842,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 1.531449556350708,
   "val_loss": 1.0532158613204956,
   "acc": 63.2,
   "time": 253.44187801517546,
   "param": [
    {
     "p": 0.1047854945063591,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1002282127737999,
     "m": 1.0
    },
    {
     "p": 0.00933876819908619,
     "m": 0.5689302682876587
    },
    {
     "p": 0.0,
     "m": 0.9995842576026917
    },
    {
     "p": 0.041505925357341766,
     "m": 0.9502195715904236
    },
    {
     "p": 0.10495783388614655,
     "m": 0.2821062207221985
    },
    {
     "p": 0.0343908965587616,
     "m": 1.0
    },
    {
     "p": 0.10335070639848709,
     "m": 0.7373684048652649
    },
    {
     "p": 0.08939865231513977,
     "m": 0.9351782202720642
    },
    {
     "p": 0.2177858054637909,
     "m": 0.5427989363670349
    },
    {
     "p": 0.039772678166627884,
     "m": 1.0
    },
    {
     "p": 0.15448498725891113,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 1.407257318496704,
   "val_loss": 1.0248314142227173,
   "acc": 62.56,
   "time": 253.3580487659201,
   "param": [
    {
     "p": 0.10316310077905655,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10785370320081711,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.582971453666687
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.039797406643629074,
     "m": 0.951262354850769
    },
    {
     "p": 0.09674655646085739,
     "m": 0.2801942527294159
    },
    {
     "p": 0.02222348563373089,
     "m": 1.0
    },
    {
     "p": 0.1094590276479721,
     "m": 0.7290931940078735
    },
    {
     "p": 0.1039360761642456,
     "m": 0.9204289317131042
    },
    {
     "p": 0.23014065623283386,
     "m": 0.5426477789878845
    },
    {
     "p": 0.03094092197716236,
     "m": 1.0
    },
    {
     "p": 0.15573906898498535,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 1.201985478401184,
   "val_loss": 1.0296725034713745,
   "acc": 63.19,
   "time": 253.25263993488625,
   "param": [
    {
     "p": 0.10305560380220413,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11669150739908218,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.5815743803977966
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.022514604032039642,
     "m": 0.9552978873252869
    },
    {
     "p": 0.08331224322319031,
     "m": 0.28273719549179077
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11000732332468033,
     "m": 0.7249632477760315
    },
    {
     "p": 0.12177335470914841,
     "m": 0.910052478313446
    },
    {
     "p": 0.2546274960041046,
     "m": 0.5406653881072998
    },
    {
     "p": 0.01811409369111061,
     "m": 1.0
    },
    {
     "p": 0.16990377008914948,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 1.49307119846344,
   "val_loss": 1.097724199295044,
   "acc": 63.31,
   "time": 252.43286467017606,
   "param": [
    {
     "p": 0.09920214861631393,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1254739612340927,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.5732475519180298
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.9736694693565369
    },
    {
     "p": 0.0655958503484726,
     "m": 0.29315969347953796
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10633523017168045,
     "m": 0.7095603942871094
    },
    {
     "p": 0.12713053822517395,
     "m": 0.9222519993782043
    },
    {
     "p": 0.2779383361339569,
     "m": 0.5082980990409851
    },
    {
     "p": 0.004994782619178295,
     "m": 1.0
    },
    {
     "p": 0.1933290809392929,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 1.601367712020874,
   "val_loss": 1.1224303245544434,
   "acc": 63.23,
   "time": 254.41098551172763,
   "param": [
    {
     "p": 0.09206457436084747,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.12957140803337097,
     "m": 1.0
    },
    {
     "p": 0.007471833843737841,
     "m": 0.5724349021911621
    },
    {
     "p": 0.0010740973521023989,
     "m": 1.0
    },
    {
     "p": 0.00468943826854229,
     "m": 0.979324221611023
    },
    {
     "p": 0.06694834679365158,
     "m": 0.2718111276626587
    },
    {
     "p": 5.4077550885267556e-05,
     "m": 0.9966483116149902
    },
    {
     "p": 0.10042548179626465,
     "m": 0.7165025472640991
    },
    {
     "p": 0.11553387343883514,
     "m": 0.9303981065750122
    },
    {
     "p": 0.2758421301841736,
     "m": 0.49888625741004944
    },
    {
     "p": 2.1578636733465828e-05,
     "m": 1.0
    },
    {
     "p": 0.20630313456058502,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 1.5234514474868774,
   "val_loss": 1.0771105289459229,
   "acc": 62.65,
   "time": 253.7408930780366,
   "param": [
    {
     "p": 0.0885302945971489,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11841926723718643,
     "m": 1.0
    },
    {
     "p": 0.0028443795163184404,
     "m": 0.5629155039787292
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.02070663310587406,
     "m": 0.9701901078224182
    },
    {
     "p": 0.07108287513256073,
     "m": 0.27525243163108826
    },
    {
     "p": 0.0009260168299078941,
     "m": 1.0
    },
    {
     "p": 0.10125206410884857,
     "m": 0.7239314913749695
    },
    {
     "p": 0.10846751928329468,
     "m": 0.9204949736595154
    },
    {
     "p": 0.2746403217315674,
     "m": 0.49049878120422363
    },
    {
     "p": 0.003471068339422345,
     "m": 1.0
    },
    {
     "p": 0.20965956151485443,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 1.3162628412246704,
   "val_loss": 1.084902286529541,
   "acc": 62.42,
   "time": 251.07580060092732,
   "param": [
    {
     "p": 0.08652816712856293,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1118864119052887,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.5313575267791748
    },
    {
     "p": 0.0,
     "m": 0.9847663044929504
    },
    {
     "p": 0.028097687289118767,
     "m": 0.9797801375389099
    },
    {
     "p": 0.06156013533473015,
     "m": 0.26027560234069824
    },
    {
     "p": 0.002839883090928197,
     "m": 1.0
    },
    {
     "p": 0.11203792691230774,
     "m": 0.7320404648780823
    },
    {
     "p": 0.1096254214644432,
     "m": 0.931414008140564
    },
    {
     "p": 0.26845699548721313,
     "m": 0.46796557307243347
    },
    {
     "p": 0.013521920889616013,
     "m": 1.0
    },
    {
     "p": 0.20544540882110596,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 1.4083644151687622,
   "val_loss": 1.0395309925079346,
   "acc": 64.47,
   "time": 253.58291441109031,
   "param": [
    {
     "p": 0.09210360795259476,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10661491751670837,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.4985291063785553
    },
    {
     "p": 0.0005210512899793684,
     "m": 0.9883641004562378
    },
    {
     "p": 0.020633142441511154,
     "m": 0.9959242939949036
    },
    {
     "p": 0.06580182164907455,
     "m": 0.21023200452327728
    },
    {
     "p": 0.006072638556361198,
     "m": 0.9942839741706848
    },
    {
     "p": 0.12655819952487946,
     "m": 0.7254559397697449
    },
    {
     "p": 0.10673846304416656,
     "m": 0.9378166794776917
    },
    {
     "p": 0.2621863782405853,
     "m": 0.4507136642932892
    },
    {
     "p": 0.020111437886953354,
     "m": 1.0
    },
    {
     "p": 0.19265839457511902,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 1.38759183883667,
   "val_loss": 0.9326871633529663,
   "acc": 63.46,
   "time": 255.3944939840585,
   "param": [
    {
     "p": 0.08716341853141785,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1103711873292923,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.47462961077690125
    },
    {
     "p": 0.0,
     "m": 0.9705742597579956
    },
    {
     "p": 0.002930757123976946,
     "m": 1.0
    },
    {
     "p": 0.07215703278779984,
     "m": 0.1796090453863144
    },
    {
     "p": 0.0028055941220372915,
     "m": 1.0
    },
    {
     "p": 0.13410575687885284,
     "m": 0.7265048027038574
    },
    {
     "p": 0.10378453880548477,
     "m": 0.9483138918876648
    },
    {
     "p": 0.2691950500011444,
     "m": 0.44774767756462097
    },
    {
     "p": 0.018070532009005547,
     "m": 1.0
    },
    {
     "p": 0.1994161605834961,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 1.5060272216796875,
   "val_loss": 0.9946038126945496,
   "acc": 64.32,
   "time": 254.1413304680027,
   "param": [
    {
     "p": 0.08471772819757462,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11380326747894287,
     "m": 1.0
    },
    {
     "p": 0.0013444304931908846,
     "m": 0.4686391353607178
    },
    {
     "p": 0.0,
     "m": 0.9714723825454712
    },
    {
     "p": 0.0001392373233102262,
     "m": 1.0
    },
    {
     "p": 0.0783843919634819,
     "m": 0.17480207979679108
    },
    {
     "p": 0.0022440743632614613,
     "m": 0.998518705368042
    },
    {
     "p": 0.13455969095230103,
     "m": 0.7157962322235107
    },
    {
     "p": 0.10171420872211456,
     "m": 0.9597132205963135
    },
    {
     "p": 0.2661186754703522,
     "m": 0.42047151923179626
    },
    {
     "p": 0.020875252783298492,
     "m": 1.0
    },
    {
     "p": 0.19609907269477844,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 1.3273016214370728,
   "val_loss": 1.0007489919662476,
   "acc": 64.59,
   "time": 255.16845385776833,
   "param": [
    {
     "p": 0.08700732886791229,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11595623195171356,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.4912221431732178
    },
    {
     "p": 0.0,
     "m": 0.9650184512138367
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0818367674946785,
     "m": 0.18538115918636322
    },
    {
     "p": 0.0,
     "m": 0.9887602925300598
    },
    {
     "p": 0.12314142286777496,
     "m": 0.6782693862915039
    },
    {
     "p": 0.10151908546686172,
     "m": 0.9591109752655029
    },
    {
     "p": 0.27548497915267944,
     "m": 0.3633864223957062
    },
    {
     "p": 0.009863180108368397,
     "m": 1.0
    },
    {
     "p": 0.2051910012960434,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 1.4914988279342651,
   "val_loss": 0.9456446766853333,
   "acc": 65.08,
   "time": 254.6450009411201,
   "param": [
    {
     "p": 0.09533178806304932,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11742132902145386,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.5138965249061584
    },
    {
     "p": 0.0,
     "m": 0.9450246095657349
    },
    {
     "p": 0.00033425120636820793,
     "m": 1.0
    },
    {
     "p": 0.06424304842948914,
     "m": 0.18426480889320374
    },
    {
     "p": 0.0,
     "m": 0.9750995635986328
    },
    {
     "p": 0.1057838574051857,
     "m": 0.6738340258598328
    },
    {
     "p": 0.10293398052453995,
     "m": 0.9558321237564087
    },
    {
     "p": 0.296919047832489,
     "m": 0.329092800617218
    },
    {
     "p": 0.001356575172394514,
     "m": 1.0
    },
    {
     "p": 0.21567611396312714,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 1.3240939378738403,
   "val_loss": 1.003032922744751,
   "acc": 64.54,
   "time": 251.65669010486454,
   "param": [
    {
     "p": 0.0964224636554718,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.13245370984077454,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.5179895162582397
    },
    {
     "p": 0.0,
     "m": 0.9248276352882385
    },
    {
     "p": 0.006689044181257486,
     "m": 1.0
    },
    {
     "p": 0.05000066012144089,
     "m": 0.18520766496658325
    },
    {
     "p": 0.0,
     "m": 0.9800516366958618
    },
    {
     "p": 0.08922307938337326,
     "m": 0.7013486623764038
    },
    {
     "p": 0.10247121006250381,
     "m": 0.9777184724807739
    },
    {
     "p": 0.29643750190734863,
     "m": 0.3811109960079193
    },
    {
     "p": 0.003130601719021797,
     "m": 1.0
    },
    {
     "p": 0.22317169606685638,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 1.2065895795822144,
   "val_loss": 1.0257768630981445,
   "acc": 63.96,
   "time": 253.97949621081352,
   "param": [
    {
     "p": 0.10238625854253769,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.13926680386066437,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.49140870571136475
    },
    {
     "p": 0.00023320056789088994,
     "m": 0.9010031223297119
    },
    {
     "p": 0.015683164820075035,
     "m": 0.9896818995475769
    },
    {
     "p": 0.03875265270471573,
     "m": 0.14129160344600677
    },
    {
     "p": 0.00532789109274745,
     "m": 0.966482937335968
    },
    {
     "p": 0.07550672441720963,
     "m": 0.7048363089561462
    },
    {
     "p": 0.10186094790697098,
     "m": 0.9941784739494324
    },
    {
     "p": 0.29079291224479675,
     "m": 0.40819182991981506
    },
    {
     "p": 0.007073325105011463,
     "m": 1.0
    },
    {
     "p": 0.22311604022979736,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 1.326202392578125,
   "val_loss": 1.0774189233779907,
   "acc": 65.23,
   "time": 254.5993273621425,
   "param": [
    {
     "p": 0.11133412271738052,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.14209896326065063,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.47572949528694153
    },
    {
     "p": 0.0,
     "m": 0.9148669838905334
    },
    {
     "p": 0.020510559901595116,
     "m": 0.9633640646934509
    },
    {
     "p": 0.031432073563337326,
     "m": 0.11518557369709015
    },
    {
     "p": 0.0,
     "m": 0.9695680141448975
    },
    {
     "p": 0.0630861297249794,
     "m": 0.6989773511886597
    },
    {
     "p": 0.09377986937761307,
     "m": 1.0
    },
    {
     "p": 0.3034587502479553,
     "m": 0.38606157898902893
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.23429949581623077,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 1.6601885557174683,
   "val_loss": 1.1592475175857544,
   "acc": 64.32,
   "time": 255.29249147092924,
   "param": [
    {
     "p": 0.11467041075229645,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1425473541021347,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.4776467978954315
    },
    {
     "p": 0.0009171441197395325,
     "m": 0.922899067401886
    },
    {
     "p": 0.014540210366249084,
     "m": 0.9744693636894226
    },
    {
     "p": 0.030036302283406258,
     "m": 0.11723865568637848
    },
    {
     "p": 0.0,
     "m": 0.9549245238304138
    },
    {
     "p": 0.05153170973062515,
     "m": 0.6967368721961975
    },
    {
     "p": 0.09425889700651169,
     "m": 1.0
    },
    {
     "p": 0.3175109326839447,
     "m": 0.38686156272888184
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.2339870184659958,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 1.4461452960968018,
   "val_loss": 0.9900135397911072,
   "acc": 64.96,
   "time": 256.39349115174264,
   "param": [
    {
     "p": 0.11946818232536316,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.15593433380126953,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.4767760932445526
    },
    {
     "p": 0.0,
     "m": 0.9064106941223145
    },
    {
     "p": 0.0,
     "m": 0.9805610179901123
    },
    {
     "p": 0.01852412149310112,
     "m": 0.10049385577440262
    },
    {
     "p": 0.0,
     "m": 0.9631303548812866
    },
    {
     "p": 0.02153853327035904,
     "m": 0.7017395496368408
    },
    {
     "p": 0.08905129879713058,
     "m": 0.9997453689575195
    },
    {
     "p": 0.3505086898803711,
     "m": 0.3812548816204071
    },
    {
     "p": 0.00037009583320468664,
     "m": 1.0
    },
    {
     "p": 0.24460478127002716,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 1.3923451900482178,
   "val_loss": 1.0199687480926514,
   "acc": 64.84,
   "time": 256.65407614503056,
   "param": [
    {
     "p": 0.11540713161230087,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.15641960501670837,
     "m": 1.0
    },
    {
     "p": 0.006794820073992014,
     "m": 0.47343119978904724
    },
    {
     "p": 0.007555091287940741,
     "m": 0.8754058480262756
    },
    {
     "p": 0.01278847549110651,
     "m": 1.0
    },
    {
     "p": 0.01426092628389597,
     "m": 0.10541490465402603
    },
    {
     "p": 0.009439822286367416,
     "m": 0.9654865264892578
    },
    {
     "p": 0.02348034828901291,
     "m": 0.7235458493232727
    },
    {
     "p": 0.08465628325939178,
     "m": 1.0
    },
    {
     "p": 0.3290381133556366,
     "m": 0.3560568392276764
    },
    {
     "p": 0.012293911539018154,
     "m": 1.0
    },
    {
     "p": 0.22786548733711243,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 1.3433986902236938,
   "val_loss": 1.0584838390350342,
   "acc": 65.01,
   "time": 256.33481312310323,
   "param": [
    {
     "p": 0.10156507790088654,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.15610335767269135,
     "m": 1.0
    },
    {
     "p": 0.015738224610686302,
     "m": 0.47490501403808594
    },
    {
     "p": 0.014162886887788773,
     "m": 0.8685094118118286
    },
    {
     "p": 0.028516078367829323,
     "m": 1.0
    },
    {
     "p": 0.011544306762516499,
     "m": 0.089664988219738
    },
    {
     "p": 0.02495291642844677,
     "m": 0.9458847641944885
    },
    {
     "p": 0.027040494605898857,
     "m": 0.7388802170753479
    },
    {
     "p": 0.08850633352994919,
     "m": 1.0
    },
    {
     "p": 0.30345577001571655,
     "m": 0.3314257860183716
    },
    {
     "p": 0.019316082820296288,
     "m": 1.0
    },
    {
     "p": 0.20909850299358368,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 1.3145012855529785,
   "val_loss": 1.1036962270736694,
   "acc": 65.12,
   "time": 256.00725548900664,
   "param": [
    {
     "p": 0.09141011536121368,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.14941194653511047,
     "m": 1.0
    },
    {
     "p": 0.023908916860818863,
     "m": 0.45552945137023926
    },
    {
     "p": 0.017669206485152245,
     "m": 0.8875963687896729
    },
    {
     "p": 0.04111829772591591,
     "m": 0.9842882752418518
    },
    {
     "p": 0.015249991789460182,
     "m": 0.06098876893520355
    },
    {
     "p": 0.03327508270740509,
     "m": 0.9297026991844177
    },
    {
     "p": 0.036998141556978226,
     "m": 0.7493218183517456
    },
    {
     "p": 0.08217635750770569,
     "m": 1.0
    },
    {
     "p": 0.27350732684135437,
     "m": 0.3428332209587097
    },
    {
     "p": 0.03683725744485855,
     "m": 1.0
    },
    {
     "p": 0.19194535911083221,
     "m": 1.0
    },
    {
     "p": 0.006491971667855978,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 1.3928109407424927,
   "val_loss": 1.060593605041504,
   "acc": 66.05,
   "time": 256.0997378178872,
   "param": [
    {
     "p": 0.09717687219381332,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.14828085899353027,
     "m": 1.0
    },
    {
     "p": 0.02773842215538025,
     "m": 0.4177306294441223
    },
    {
     "p": 0.009474904276430607,
     "m": 0.900379478931427
    },
    {
     "p": 0.035411104559898376,
     "m": 0.9779887199401855
    },
    {
     "p": 0.019178122282028198,
     "m": 0.06580653041601181
    },
    {
     "p": 0.024377163499593735,
     "m": 0.9388320446014404
    },
    {
     "p": 0.042711153626441956,
     "m": 0.7640740871429443
    },
    {
     "p": 0.08159587532281876,
     "m": 1.0
    },
    {
     "p": 0.2717640995979309,
     "m": 0.3462241590023041
    },
    {
     "p": 0.05242948606610298,
     "m": 1.0
    },
    {
     "p": 0.1898619681596756,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 1.3527979850769043,
   "val_loss": 1.0237979888916016,
   "acc": 66.09,
   "time": 254.54628693684936,
   "param": [
    {
     "p": 0.09697376936674118,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.14947821199893951,
     "m": 1.0
    },
    {
     "p": 0.02857767604291439,
     "m": 0.4024016559123993
    },
    {
     "p": 0.0,
     "m": 0.8954982757568359
    },
    {
     "p": 0.02862415462732315,
     "m": 0.97507643699646
    },
    {
     "p": 0.023806359618902206,
     "m": 0.08871898800134659
    },
    {
     "p": 0.0112111521884799,
     "m": 0.9602598547935486
    },
    {
     "p": 0.055462028831243515,
     "m": 0.7728819847106934
    },
    {
     "p": 0.08448539674282074,
     "m": 1.0
    },
    {
     "p": 0.28394433856010437,
     "m": 0.3101675808429718
    },
    {
     "p": 0.05490106716752052,
     "m": 0.9973517656326294
    },
    {
     "p": 0.18253585696220398,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 1.3645551204681396,
   "val_loss": 0.8999837040901184,
   "acc": 66.03,
   "time": 252.04378958093002,
   "param": [
    {
     "p": 0.09400099515914917,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1535009741783142,
     "m": 1.0
    },
    {
     "p": 0.029013514518737793,
     "m": 0.3991961181163788
    },
    {
     "p": 0.0,
     "m": 0.9375847578048706
    },
    {
     "p": 0.006960230879485607,
     "m": 0.9707985520362854
    },
    {
     "p": 0.017572032287716866,
     "m": 0.0968264639377594
    },
    {
     "p": 0.0,
     "m": 0.9749841094017029
    },
    {
     "p": 0.061443641781806946,
     "m": 0.7808433771133423
    },
    {
     "p": 0.07403936982154846,
     "m": 0.997510552406311
    },
    {
     "p": 0.3221045732498169,
     "m": 0.2884734272956848
    },
    {
     "p": 0.05603579804301262,
     "m": 1.0
    },
    {
     "p": 0.18532881140708923,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 1.3048937320709229,
   "val_loss": 0.9528672695159912,
   "acc": 66.27,
   "time": 256.1780952378176,
   "param": [
    {
     "p": 0.09675265103578568,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.15012161433696747,
     "m": 1.0
    },
    {
     "p": 0.020945215597748756,
     "m": 0.38198015093803406
    },
    {
     "p": 0.0,
     "m": 0.9789710640907288
    },
    {
     "p": 0.0,
     "m": 0.9789172410964966
    },
    {
     "p": 0.021053792908787727,
     "m": 0.06988730281591415
    },
    {
     "p": 0.0,
     "m": 0.991783082485199
    },
    {
     "p": 0.06822598725557327,
     "m": 0.7879917025566101
    },
    {
     "p": 0.07180231809616089,
     "m": 0.987205445766449
    },
    {
     "p": 0.3257288336753845,
     "m": 0.2706906795501709
    },
    {
     "p": 0.06464354693889618,
     "m": 1.0
    },
    {
     "p": 0.1807260811328888,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 1.287858247756958,
   "val_loss": 0.9725310802459717,
   "acc": 66.32,
   "time": 252.18352893088013,
   "param": [
    {
     "p": 0.08834625035524368,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.14732052385807037,
     "m": 1.0
    },
    {
     "p": 4.926725887344219e-05,
     "m": 0.37127989530563354
    },
    {
     "p": 0.0,
     "m": 0.9916395545005798
    },
    {
     "p": 0.0001985709968721494,
     "m": 0.9874244928359985
    },
    {
     "p": 0.015912536531686783,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07726210355758667,
     "m": 0.7849414348602295
    },
    {
     "p": 0.06811471283435822,
     "m": 0.9820083975791931
    },
    {
     "p": 0.3465088903903961,
     "m": 0.24064989387989044
    },
    {
     "p": 0.06864205002784729,
     "m": 1.0
    },
    {
     "p": 0.18764513731002808,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 1.2708324193954468,
   "val_loss": 0.9749346971511841,
   "acc": 65.02,
   "time": 253.09105770708993,
   "param": [
    {
     "p": 0.09108459204435349,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.13688813149929047,
     "m": 1.0
    },
    {
     "p": 0.0015692644519731402,
     "m": 0.37648436427116394
    },
    {
     "p": 0.0,
     "m": 0.9889518022537231
    },
    {
     "p": 0.01489980798214674,
     "m": 0.9966551661491394
    },
    {
     "p": 0.03062417544424534,
     "m": 0.0004026779206469655
    },
    {
     "p": 0.013211758807301521,
     "m": 0.999157190322876
    },
    {
     "p": 0.0869387686252594,
     "m": 0.7909688353538513
    },
    {
     "p": 0.07399477809667587,
     "m": 0.9811879396438599
    },
    {
     "p": 0.32118332386016846,
     "m": 0.18545792996883392
    },
    {
     "p": 0.06270395964384079,
     "m": 1.0
    },
    {
     "p": 0.16690142452716827,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 1.406569004058838,
   "val_loss": 1.0153824090957642,
   "acc": 65.76,
   "time": 254.88919693836942,
   "param": [
    {
     "p": 0.09835033118724823,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.12904997169971466,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.3822769224643707
    },
    {
     "p": 0.0,
     "m": 0.9712961316108704
    },
    {
     "p": 0.018141498789191246,
     "m": 1.0
    },
    {
     "p": 0.04229085519909859,
     "m": 0.0
    },
    {
     "p": 0.020140038803219795,
     "m": 1.0
    },
    {
     "p": 0.08167954534292221,
     "m": 0.7794551849365234
    },
    {
     "p": 0.07270631939172745,
     "m": 0.9856393933296204
    },
    {
     "p": 0.3163210451602936,
     "m": 0.1480107307434082
    },
    {
     "p": 0.06185963749885559,
     "m": 1.0
    },
    {
     "p": 0.15946075320243835,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 1.4320281744003296,
   "val_loss": 0.9511882662773132,
   "acc": 66.45,
   "time": 253.31103088892996,
   "param": [
    {
     "p": 0.11585522443056107,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10725122690200806,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.39107197523117065
    },
    {
     "p": 0.0,
     "m": 0.9693745970726013
    },
    {
     "p": 0.01745280623435974,
     "m": 1.0
    },
    {
     "p": 0.045206937938928604,
     "m": 0.0
    },
    {
     "p": 0.015941988676786423,
     "m": 0.9559585452079773
    },
    {
     "p": 0.07210211455821991,
     "m": 0.7647668123245239
    },
    {
     "p": 0.07085222750902176,
     "m": 0.9871373176574707
    },
    {
     "p": 0.3387543857097626,
     "m": 0.08563385158777237
    },
    {
     "p": 0.06610669940710068,
     "m": 1.0
    },
    {
     "p": 0.1504763662815094,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 1.2360639572143555,
   "val_loss": 0.985949695110321,
   "acc": 66.15,
   "time": 255.22898295987397,
   "param": [
    {
     "p": 0.11917735636234283,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07851920276880264,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.38909608125686646
    },
    {
     "p": 0.0,
     "m": 0.9694137573242188
    },
    {
     "p": 0.033340949565172195,
     "m": 1.0
    },
    {
     "p": 0.05391949787735939,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.9157424569129944
    },
    {
     "p": 0.0644109919667244,
     "m": 0.758186936378479
    },
    {
     "p": 0.07363495230674744,
     "m": 0.9832257628440857
    },
    {
     "p": 0.3554302155971527,
     "m": 0.13153357803821564
    },
    {
     "p": 0.07325146347284317,
     "m": 1.0
    },
    {
     "p": 0.1483153998851776,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 1.3766393661499023,
   "val_loss": 0.8757861256599426,
   "acc": 66.72,
   "time": 253.5473591289483,
   "param": [
    {
     "p": 0.11709019541740417,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05781341716647148,
     "m": 1.0
    },
    {
     "p": 0.0021478228736668825,
     "m": 0.3901873826980591
    },
    {
     "p": 0.0,
     "m": 0.976533055305481
    },
    {
     "p": 0.05083578824996948,
     "m": 1.0
    },
    {
     "p": 0.06116390600800514,
     "m": 0.005352749954909086
    },
    {
     "p": 0.0017770564882084727,
     "m": 0.8955569863319397
    },
    {
     "p": 0.06237856671214104,
     "m": 0.7361728549003601
    },
    {
     "p": 0.07431991398334503,
     "m": 0.9874721765518188
    },
    {
     "p": 0.3538462221622467,
     "m": 0.09192676842212677
    },
    {
     "p": 0.07149702310562134,
     "m": 1.0
    },
    {
     "p": 0.147130087018013,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 1.546433687210083,
   "val_loss": 1.0587695837020874,
   "acc": 66.75,
   "time": 253.80767648899928,
   "param": [
    {
     "p": 0.12234335392713547,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.04963343217968941,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.4048619270324707
    },
    {
     "p": 0.0,
     "m": 0.9914050102233887
    },
    {
     "p": 0.056306738406419754,
     "m": 0.992263674736023
    },
    {
     "p": 0.059450291097164154,
     "m": 0.003116033971309662
    },
    {
     "p": 0.0,
     "m": 0.8760379552841187
    },
    {
     "p": 0.059800997376441956,
     "m": 0.7289240956306458
    },
    {
     "p": 0.06601282954216003,
     "m": 0.9980764389038086
    },
    {
     "p": 0.3540489375591278,
     "m": 0.06287255883216858
    },
    {
     "p": 0.07386184483766556,
     "m": 1.0
    },
    {
     "p": 0.15854158997535706,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 1.4347057342529297,
   "val_loss": 0.8674856424331665,
   "acc": 66.75,
   "time": 254.9965548068285,
   "param": [
    {
     "p": 0.13299837708473206,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.044687531888484955,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.3989619016647339
    },
    {
     "p": 0.0,
     "m": 0.9964489340782166
    },
    {
     "p": 0.07859516143798828,
     "m": 1.0
    },
    {
     "p": 0.050517190247774124,
     "m": 0.0
    },
    {
     "p": 0.0001911359140649438,
     "m": 0.8462340831756592
    },
    {
     "p": 0.06286466866731644,
     "m": 0.7442395687103271
    },
    {
     "p": 0.06342383474111557,
     "m": 0.9984039664268494
    },
    {
     "p": 0.3310990631580353,
     "m": 0.05381570756435394
    },
    {
     "p": 0.07016634941101074,
     "m": 1.0
    },
    {
     "p": 0.165456622838974,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 1.6838065385818481,
   "val_loss": 0.944159746170044,
   "acc": 66.8,
   "time": 252.44030608329922,
   "param": [
    {
     "p": 0.1297816038131714,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05222312733530998,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.38395509123802185
    },
    {
     "p": 0.0,
     "m": 0.9972322583198547
    },
    {
     "p": 0.0822741910815239,
     "m": 1.0
    },
    {
     "p": 0.06071989983320236,
     "m": 0.0
    },
    {
     "p": 0.0036969014909118414,
     "m": 0.8482101559638977
    },
    {
     "p": 0.07500520348548889,
     "m": 0.7612029910087585
    },
    {
     "p": 0.06056077405810356,
     "m": 0.9925283789634705
    },
    {
     "p": 0.3092401921749115,
     "m": 0.0
    },
    {
     "p": 0.0693148598074913,
     "m": 1.0
    },
    {
     "p": 0.1571832299232483,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 1.7851345539093018,
   "val_loss": 1.0101596117019653,
   "acc": 65.12,
   "time": 249.88879080908373,
   "param": [
    {
     "p": 0.13189755380153656,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05987481772899628,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.363980770111084
    },
    {
     "p": 0.0,
     "m": 0.9771285653114319
    },
    {
     "p": 0.07882602512836456,
     "m": 0.9835161566734314
    },
    {
     "p": 0.06540790945291519,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.8445475697517395
    },
    {
     "p": 0.08132460713386536,
     "m": 0.7692774534225464
    },
    {
     "p": 0.04929865151643753,
     "m": 1.0
    },
    {
     "p": 0.31595373153686523,
     "m": 0.0
    },
    {
     "p": 0.06040619686245918,
     "m": 1.0
    },
    {
     "p": 0.15701046586036682,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 1.739054560661316,
   "val_loss": 1.0139065980911255,
   "acc": 67.18,
   "time": 254.3306822651066,
   "param": [
    {
     "p": 0.13588565587997437,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05988774448633194,
     "m": 1.0
    },
    {
     "p": 0.00045953760854899883,
     "m": 0.3295782506465912
    },
    {
     "p": 0.0,
     "m": 0.9600313305854797
    },
    {
     "p": 0.08327046781778336,
     "m": 0.9409332275390625
    },
    {
     "p": 0.05637499317526817,
     "m": 0.0005245450302027166
    },
    {
     "p": 0.0,
     "m": 0.8422729969024658
    },
    {
     "p": 0.08548837155103683,
     "m": 0.7528787851333618
    },
    {
     "p": 0.045436497777700424,
     "m": 1.0
    },
    {
     "p": 0.34278202056884766,
     "m": 0.0
    },
    {
     "p": 0.04292278364300728,
     "m": 1.0
    },
    {
     "p": 0.1474919468164444,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 1.466962218284607,
   "val_loss": 0.9334781169891357,
   "acc": 66.28,
   "time": 254.29958799807355,
   "param": [
    {
     "p": 0.1453843116760254,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05661102384328842,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.31387510895729065
    },
    {
     "p": 0.0,
     "m": 0.9494630694389343
    },
    {
     "p": 0.08975673466920853,
     "m": 0.864269495010376
    },
    {
     "p": 0.05375166982412338,
     "m": 7.579363227705471e-06
    },
    {
     "p": 0.0,
     "m": 0.8490564227104187
    },
    {
     "p": 0.07972276210784912,
     "m": 0.7586954832077026
    },
    {
     "p": 0.05286957323551178,
     "m": 1.0
    },
    {
     "p": 0.35848385095596313,
     "m": 0.045583922415971756
    },
    {
     "p": 0.03217676654458046,
     "m": 1.0
    },
    {
     "p": 0.13124331831932068,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 1.4469329118728638,
   "val_loss": 0.8771684765815735,
   "acc": 66.59,
   "time": 253.13822939619422,
   "param": [
    {
     "p": 0.14401106536388397,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.041286394000053406,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.29875245690345764
    },
    {
     "p": 0.0,
     "m": 0.9309698939323425
    },
    {
     "p": 0.09738335758447647,
     "m": 0.7885465621948242
    },
    {
     "p": 0.05608528107404709,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.831710696220398
    },
    {
     "p": 0.06321181356906891,
     "m": 0.733507513999939
    },
    {
     "p": 0.06036156415939331,
     "m": 0.9939054250717163
    },
    {
     "p": 0.3923795223236084,
     "m": 0.09723766148090363
    },
    {
     "p": 0.025170287117362022,
     "m": 1.0
    },
    {
     "p": 0.12011067569255829,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 1.5481618642807007,
   "val_loss": 0.9675082564353943,
   "acc": 66.59,
   "time": 254.98247405793518,
   "param": [
    {
     "p": 0.1429579108953476,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.032523803412914276,
     "m": 1.0
    },
    {
     "p": 0.005327781196683645,
     "m": 0.3074378967285156
    },
    {
     "p": 0.0,
     "m": 0.9143118262290955
    },
    {
     "p": 0.08905089646577835,
     "m": 0.7578075528144836
    },
    {
     "p": 0.06371267139911652,
     "m": 0.025964081287384033
    },
    {
     "p": 0.0017833320889621973,
     "m": 0.8136126399040222
    },
    {
     "p": 0.06165718659758568,
     "m": 0.7232522964477539
    },
    {
     "p": 0.06596073508262634,
     "m": 0.9884723424911499
    },
    {
     "p": 0.4104315936565399,
     "m": 0.09583326429128647
    },
    {
     "p": 0.02193525619804859,
     "m": 1.0
    },
    {
     "p": 0.10342134535312653,
     "m": 1.0
    },
    {
     "p": 0.0012375082587823272,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 1.3906850814819336,
   "val_loss": 0.9589108824729919,
   "acc": 66.2,
   "time": 253.91530749062076,
   "param": [
    {
     "p": 0.13948126137256622,
     "m": 1.0
    },
    {
     "p": 0.0007951501756906509,
     "m": 1.0
    },
    {
     "p": 0.02570025436580181,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.29646405577659607
    },
    {
     "p": 0.004839545115828514,
     "m": 0.906170666217804
    },
    {
     "p": 0.0692765861749649,
     "m": 0.7656587958335876
    },
    {
     "p": 0.07661493867635727,
     "m": 0.05838704854249954
    },
    {
     "p": 0.013143813237547874,
     "m": 0.8017426133155823
    },
    {
     "p": 0.06086195260286331,
     "m": 0.7318661212921143
    },
    {
     "p": 0.07422076910734177,
     "m": 0.9984252452850342
    },
    {
     "p": 0.4044733941555023,
     "m": 0.10649454593658447
    },
    {
     "p": 0.02917092852294445,
     "m": 1.0
    },
    {
     "p": 0.0919700562953949,
     "m": 1.0
    },
    {
     "p": 0.009451402351260185,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 1.305379033088684,
   "val_loss": 1.090444803237915,
   "acc": 66.85,
   "time": 253.86615662137046,
   "param": [
    {
     "p": 0.13347193598747253,
     "m": 1.0
    },
    {
     "p": 0.015221817418932915,
     "m": 1.0
    },
    {
     "p": 0.02874719351530075,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.2789307236671448
    },
    {
     "p": 0.015296307392418385,
     "m": 0.887156069278717
    },
    {
     "p": 0.05464586243033409,
     "m": 0.7365667223930359
    },
    {
     "p": 0.08260829746723175,
     "m": 0.06106104329228401
    },
    {
     "p": 0.022220319136977196,
     "m": 0.7883512377738953
    },
    {
     "p": 0.06622471660375595,
     "m": 0.7519029378890991
    },
    {
     "p": 0.07121354341506958,
     "m": 1.0
    },
    {
     "p": 0.3621387481689453,
     "m": 0.09714590013027191
    },
    {
     "p": 0.0434141643345356,
     "m": 0.9986321330070496
    },
    {
     "p": 0.09054119139909744,
     "m": 1.0
    },
    {
     "p": 0.014255935326218605,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 1.2668973207473755,
   "val_loss": 0.8435088992118835,
   "acc": 66.43,
   "time": 253.77209321875125,
   "param": [
    {
     "p": 0.13132822513580322,
     "m": 1.0
    },
    {
     "p": 0.02411274053156376,
     "m": 1.0
    },
    {
     "p": 0.03649106249213219,
     "m": 1.0
    },
    {
     "p": 0.004712183494120836,
     "m": 0.25939393043518066
    },
    {
     "p": 0.005130654666572809,
     "m": 0.8363070487976074
    },
    {
     "p": 0.04865889996290207,
     "m": 0.7207722663879395
    },
    {
     "p": 0.08716229349374771,
     "m": 0.05547565966844559
    },
    {
     "p": 0.02265830524265766,
     "m": 0.7928924560546875
    },
    {
     "p": 0.06416716426610947,
     "m": 0.767501950263977
    },
    {
     "p": 0.06693266332149506,
     "m": 1.0
    },
    {
     "p": 0.34437090158462524,
     "m": 0.10468414425849915
    },
    {
     "p": 0.05275815725326538,
     "m": 1.0
    },
    {
     "p": 0.09841877967119217,
     "m": 1.0
    },
    {
     "p": 0.013098003342747688,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 1.3201669454574585,
   "val_loss": 0.9901203513145447,
   "acc": 66.89,
   "time": 252.22172425221652,
   "param": [
    {
     "p": 0.12328086048364639,
     "m": 1.0
    },
    {
     "p": 0.019240230321884155,
     "m": 1.0
    },
    {
     "p": 0.05246108025312424,
     "m": 1.0
    },
    {
     "p": 0.019553232938051224,
     "m": 0.23164422810077667
    },
    {
     "p": 0.004833777900785208,
     "m": 0.7597902417182922
    },
    {
     "p": 0.04111028462648392,
     "m": 0.7091790437698364
    },
    {
     "p": 0.0828777551651001,
     "m": 0.02537539415061474
    },
    {
     "p": 0.03330257534980774,
     "m": 0.7786633372306824
    },
    {
     "p": 0.06607691198587418,
     "m": 0.7841547131538391
    },
    {
     "p": 0.07130122184753418,
     "m": 1.0
    },
    {
     "p": 0.28563180565834045,
     "m": 0.11176707595586777
    },
    {
     "p": 0.07249712198972702,
     "m": 1.0
    },
    {
     "p": 0.09673953056335449,
     "m": 1.0
    },
    {
     "p": 0.03109361231327057,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 1.373702049255371,
   "val_loss": 0.9035580158233643,
   "acc": 67.22,
   "time": 254.5451418752782,
   "param": [
    {
     "p": 0.1261754184961319,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.061648473143577576,
     "m": 1.0
    },
    {
     "p": 0.021838920190930367,
     "m": 0.21231016516685486
    },
    {
     "p": 0.0,
     "m": 0.6735661625862122
    },
    {
     "p": 0.02362087368965149,
     "m": 0.7133456468582153
    },
    {
     "p": 0.08086345344781876,
     "m": 0.0
    },
    {
     "p": 0.032745521515607834,
     "m": 0.7740879058837891
    },
    {
     "p": 0.07504639774560928,
     "m": 0.7774394750595093
    },
    {
     "p": 0.0735192820429802,
     "m": 0.9991628527641296
    },
    {
     "p": 0.2794853150844574,
     "m": 0.10662891715765
    },
    {
     "p": 0.08141382038593292,
     "m": 1.0
    },
    {
     "p": 0.0914810448884964,
     "m": 1.0
    },
    {
     "p": 0.05216148495674133,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 1.208412528038025,
   "val_loss": 0.8760018348693848,
   "acc": 66.82,
   "time": 252.83853248879313,
   "param": [
    {
     "p": 0.115512415766716,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06924650818109512,
     "m": 1.0
    },
    {
     "p": 0.02179962955415249,
     "m": 0.18808506429195404
    },
    {
     "p": 0.0,
     "m": 0.6198517680168152
    },
    {
     "p": 0.02744392678141594,
     "m": 0.7159379124641418
    },
    {
     "p": 0.08140569180250168,
     "m": 0.0
    },
    {
     "p": 0.02794628217816353,
     "m": 0.7704290151596069
    },
    {
     "p": 0.07815258204936981,
     "m": 0.7496363520622253
    },
    {
     "p": 0.0799037516117096,
     "m": 1.0
    },
    {
     "p": 0.27462998032569885,
     "m": 0.07968340814113617
    },
    {
     "p": 0.08134777098894119,
     "m": 1.0
    },
    {
     "p": 0.07897067070007324,
     "m": 1.0
    },
    {
     "p": 0.06364085525274277,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 1.288051724433899,
   "val_loss": 0.9127482175827026,
   "acc": 67.24,
   "time": 254.5086002247408,
   "param": [
    {
     "p": 0.11597767472267151,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08073883503675461,
     "m": 1.0
    },
    {
     "p": 0.022753959521651268,
     "m": 0.16064396500587463
    },
    {
     "p": 0.0,
     "m": 0.5956534147262573
    },
    {
     "p": 0.017947908490896225,
     "m": 0.7152309417724609
    },
    {
     "p": 0.079714335501194,
     "m": 0.00023880679509602487
    },
    {
     "p": 0.017874347046017647,
     "m": 0.7427979111671448
    },
    {
     "p": 0.08741085976362228,
     "m": 0.7409073114395142
    },
    {
     "p": 0.08337738364934921,
     "m": 0.9970247149467468
    },
    {
     "p": 0.2829209268093109,
     "m": 0.06313642859458923
    },
    {
     "p": 0.08477059751749039,
     "m": 1.0
    },
    {
     "p": 0.07682153582572937,
     "m": 1.0
    },
    {
     "p": 0.049691639840602875,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 1.4173449277877808,
   "val_loss": 1.076240062713623,
   "acc": 66.74,
   "time": 256.1253469749354,
   "param": [
    {
     "p": 0.10828645527362823,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09571313858032227,
     "m": 1.0
    },
    {
     "p": 0.01607438176870346,
     "m": 0.12163279205560684
    },
    {
     "p": 0.0,
     "m": 0.583193302154541
    },
    {
     "p": 0.002207003068178892,
     "m": 0.7103792428970337
    },
    {
     "p": 0.08534777164459229,
     "m": 0.0
    },
    {
     "p": 0.00034210903686471283,
     "m": 0.739280641078949
    },
    {
     "p": 0.0909932553768158,
     "m": 0.733768105506897
    },
    {
     "p": 0.07980788499116898,
     "m": 0.989502489566803
    },
    {
     "p": 0.31302231550216675,
     "m": 0.0559673085808754
    },
    {
     "p": 0.0981673076748848,
     "m": 1.0
    },
    {
     "p": 0.08188924938440323,
     "m": 1.0
    },
    {
     "p": 0.028149114921689034,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 1.0681593418121338,
   "val_loss": 1.0123918056488037,
   "acc": 66.99,
   "time": 253.80221011303365,
   "param": [
    {
     "p": 0.10078618675470352,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10979507118463516,
     "m": 1.0
    },
    {
     "p": 0.009387088008224964,
     "m": 0.09229950606822968
    },
    {
     "p": 0.0,
     "m": 0.5554056167602539
    },
    {
     "p": 0.003476829268038273,
     "m": 0.7099652886390686
    },
    {
     "p": 0.08723513036966324,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.7321033477783203
    },
    {
     "p": 0.08344178646802902,
     "m": 0.7248024344444275
    },
    {
     "p": 0.07905841618776321,
     "m": 0.9941083788871765
    },
    {
     "p": 0.32379403710365295,
     "m": 0.05582857131958008
    },
    {
     "p": 0.11570579558610916,
     "m": 1.0
    },
    {
     "p": 0.08664914965629578,
     "m": 1.0
    },
    {
     "p": 0.0006704892148263752,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 1.4636913537979126,
   "val_loss": 1.0676836967468262,
   "acc": 66.64,
   "time": 252.2354236813262,
   "param": [
    {
     "p": 0.08698223531246185,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11227268725633621,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.013769825920462608
    },
    {
     "p": 0.0050359368324279785,
     "m": 0.47932809591293335
    },
    {
     "p": 0.001568027539178729,
     "m": 0.7389138340950012
    },
    {
     "p": 0.1063615158200264,
     "m": 0.03750718757510185
    },
    {
     "p": 0.004073837772011757,
     "m": 0.7102087736129761
    },
    {
     "p": 0.08101416379213333,
     "m": 0.7212172150611877
    },
    {
     "p": 0.07676346600055695,
     "m": 1.0
    },
    {
     "p": 0.3242463767528534,
     "m": 0.07528798282146454
    },
    {
     "p": 0.11834247410297394,
     "m": 1.0
    },
    {
     "p": 0.08333919197320938,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 1.3181582689285278,
   "val_loss": 1.0249254703521729,
   "acc": 66.52,
   "time": 253.6080518309027,
   "param": [
    {
     "p": 0.07494329661130905,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11113183945417404,
     "m": 1.0
    },
    {
     "p": 0.013511167839169502,
     "m": 0.0
    },
    {
     "p": 0.0070475745014846325,
     "m": 0.4490344226360321
    },
    {
     "p": 0.013813044875860214,
     "m": 0.7534409165382385
    },
    {
     "p": 0.11389857530593872,
     "m": 0.0576191246509552
    },
    {
     "p": 0.029033245518803596,
     "m": 0.7191270589828491
    },
    {
     "p": 0.07278501242399216,
     "m": 0.7237389087677002
    },
    {
     "p": 0.07496066391468048,
     "m": 1.0
    },
    {
     "p": 0.2981323301792145,
     "m": 0.09936017543077469
    },
    {
     "p": 0.1102968230843544,
     "m": 1.0
    },
    {
     "p": 0.08044645935297012,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 1.1972671747207642,
   "val_loss": 0.9268386960029602,
   "acc": 67.44,
   "time": 251.43246661266312,
   "param": [
    {
     "p": 0.07872623950242996,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10103056579828262,
     "m": 1.0
    },
    {
     "p": 0.0246746689081192,
     "m": 0.008212030865252018
    },
    {
     "p": 0.0,
     "m": 0.4067862927913666
    },
    {
     "p": 0.029794299975037575,
     "m": 0.7461748123168945
    },
    {
     "p": 0.11644019931554794,
     "m": 0.09449221193790436
    },
    {
     "p": 0.037759993225336075,
     "m": 0.7366936802864075
    },
    {
     "p": 0.07427844405174255,
     "m": 0.7175500392913818
    },
    {
     "p": 0.06822144985198975,
     "m": 1.0
    },
    {
     "p": 0.2941017746925354,
     "m": 0.0960429310798645
    },
    {
     "p": 0.09916029870510101,
     "m": 1.0
    },
    {
     "p": 0.07581208646297455,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 1.3606923818588257,
   "val_loss": 0.9349390268325806,
   "acc": 67.09,
   "time": 254.26687091821805,
   "param": [
    {
     "p": 0.08923961222171783,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0859096571803093,
     "m": 1.0
    },
    {
     "p": 0.028598563745617867,
     "m": 0.0
    },
    {
     "p": 0.002122476464137435,
     "m": 0.3947232961654663
    },
    {
     "p": 0.04284312576055527,
     "m": 0.7387089729309082
    },
    {
     "p": 0.11715148389339447,
     "m": 0.10260174423456192
    },
    {
     "p": 0.03573748841881752,
     "m": 0.7159131169319153
    },
    {
     "p": 0.08365140110254288,
     "m": 0.7256737351417542
    },
    {
     "p": 0.05659839138388634,
     "m": 1.0
    },
    {
     "p": 0.2957313656806946,
     "m": 0.07116559147834778
    },
    {
     "p": 0.08951970189809799,
     "m": 1.0
    },
    {
     "p": 0.07202219218015671,
     "m": 1.0
    },
    {
     "p": 0.0008744848310016096,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 1.3022700548171997,
   "val_loss": 0.9367445111274719,
   "acc": 66.64,
   "time": 251.56866516685113,
   "param": [
    {
     "p": 0.08579739928245544,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08205784112215042,
     "m": 1.0
    },
    {
     "p": 0.039826542139053345,
     "m": 0.00026020107907243073
    },
    {
     "p": 0.005873949732631445,
     "m": 0.3904208838939667
    },
    {
     "p": 0.06475131958723068,
     "m": 0.7289988994598389
    },
    {
     "p": 0.10972049832344055,
     "m": 0.08930688351392746
    },
    {
     "p": 0.04764330014586449,
     "m": 0.696291983127594
    },
    {
     "p": 0.0877806767821312,
     "m": 0.7537367939949036
    },
    {
     "p": 0.04291181638836861,
     "m": 0.9969531297683716
    },
    {
     "p": 0.2640877366065979,
     "m": 0.0558185800909996
    },
    {
     "p": 0.09312102198600769,
     "m": 1.0
    },
    {
     "p": 0.06688924878835678,
     "m": 1.0
    },
    {
     "p": 0.009538634680211544,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 1.3457375764846802,
   "val_loss": 1.0554718971252441,
   "acc": 67.46,
   "time": 253.2895407830365,
   "param": [
    {
     "p": 0.09256716072559357,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07828538119792938,
     "m": 1.0
    },
    {
     "p": 0.03889486566185951,
     "m": 0.0011248154332861304
    },
    {
     "p": 0.0,
     "m": 0.3572584092617035
    },
    {
     "p": 0.07724402099847794,
     "m": 0.7031877040863037
    },
    {
     "p": 0.10177714377641678,
     "m": 0.07545391470193863
    },
    {
     "p": 0.05981966480612755,
     "m": 0.6904101371765137
    },
    {
     "p": 0.0821140706539154,
     "m": 0.7758215665817261
    },
    {
     "p": 0.025572242215275764,
     "m": 0.9926156997680664
    },
    {
     "p": 0.2563798427581787,
     "m": 0.04514152184128761
    },
    {
     "p": 0.10672296583652496,
     "m": 1.0
    },
    {
     "p": 0.07137012481689453,
     "m": 1.0
    },
    {
     "p": 0.009252493269741535,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 1.267918348312378,
   "val_loss": 0.8795509934425354,
   "acc": 67.95,
   "time": 252.40421900898218,
   "param": [
    {
     "p": 0.09210718423128128,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08261843025684357,
     "m": 1.0
    },
    {
     "p": 0.04457589238882065,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.34517616033554077
    },
    {
     "p": 0.07528029382228851,
     "m": 0.6653198003768921
    },
    {
     "p": 0.08928519487380981,
     "m": 0.030061446130275726
    },
    {
     "p": 0.05658431351184845,
     "m": 0.6766583323478699
    },
    {
     "p": 0.07957655936479568,
     "m": 0.7846063375473022
    },
    {
     "p": 0.02025775983929634,
     "m": 0.9992450475692749
    },
    {
     "p": 0.2563798129558563,
     "m": 0.04702933132648468
    },
    {
     "p": 0.12397058308124542,
     "m": 1.0
    },
    {
     "p": 0.07936406135559082,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 1.181379795074463,
   "val_loss": 0.9764871001243591,
   "acc": 68.28,
   "time": 252.06339276907966,
   "param": [
    {
     "p": 0.09202215075492859,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07758158445358276,
     "m": 1.0
    },
    {
     "p": 0.050359368324279785,
     "m": 0.0
    },
    {
     "p": 0.00033101430744864047,
     "m": 0.36657020449638367
    },
    {
     "p": 0.07488976418972015,
     "m": 0.6243586540222168
    },
    {
     "p": 0.08590236306190491,
     "m": 0.0
    },
    {
     "p": 0.04916580021381378,
     "m": 0.656975507736206
    },
    {
     "p": 0.08485919237136841,
     "m": 0.7869773507118225
    },
    {
     "p": 0.0322442427277565,
     "m": 1.0
    },
    {
     "p": 0.2471860647201538,
     "m": 0.02888401597738266
    },
    {
     "p": 0.12252326309680939,
     "m": 1.0
    },
    {
     "p": 0.08293521404266357,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 1.3876851797103882,
   "val_loss": 1.0091055631637573,
   "acc": 66.83,
   "time": 257.55200878717005,
   "param": [
    {
     "p": 0.07839370518922806,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06952463090419769,
     "m": 1.0
    },
    {
     "p": 0.05664483457803726,
     "m": 0.0018856850219890475
    },
    {
     "p": 0.0024700306821614504,
     "m": 0.3339758515357971
    },
    {
     "p": 0.0814257487654686,
     "m": 0.5828644037246704
    },
    {
     "p": 0.08732385188341141,
     "m": 0.00326274405233562
    },
    {
     "p": 0.049116458743810654,
     "m": 0.6646533012390137
    },
    {
     "p": 0.09155762195587158,
     "m": 0.7912120223045349
    },
    {
     "p": 0.036562442779541016,
     "m": 1.0
    },
    {
     "p": 0.24627670645713806,
     "m": 0.0
    },
    {
     "p": 0.12107483297586441,
     "m": 1.0
    },
    {
     "p": 0.07962905615568161,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 1.2393763065338135,
   "val_loss": 1.0911409854888916,
   "acc": 67.74,
   "time": 254.30823149485514,
   "param": [
    {
     "p": 0.06430784612894058,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05848778784275055,
     "m": 1.0
    },
    {
     "p": 0.049610815942287445,
     "m": 0.0
    },
    {
     "p": 0.010139967314898968,
     "m": 0.2571773827075958
    },
    {
     "p": 0.09525269269943237,
     "m": 0.5508736371994019
    },
    {
     "p": 0.09483284503221512,
     "m": 0.0
    },
    {
     "p": 0.05215227231383324,
     "m": 0.642832338809967
    },
    {
     "p": 0.10434960573911667,
     "m": 0.8099674582481384
    },
    {
     "p": 0.0338134691119194,
     "m": 1.0
    },
    {
     "p": 0.24287652969360352,
     "m": 0.01589330844581127
    },
    {
     "p": 0.12930139899253845,
     "m": 1.0
    },
    {
     "p": 0.06370455026626587,
     "m": 1.0
    },
    {
     "p": 0.0011702192714437842,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 1.4202234745025635,
   "val_loss": 0.8217456936836243,
   "acc": 67.66,
   "time": 254.88168108277023,
   "param": [
    {
     "p": 0.04683123528957367,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.061271410435438156,
     "m": 1.0
    },
    {
     "p": 0.05238887667655945,
     "m": 0.0
    },
    {
     "p": 0.01569020003080368,
     "m": 0.17481453716754913
    },
    {
     "p": 0.09828928112983704,
     "m": 0.5051131248474121
    },
    {
     "p": 0.09231340140104294,
     "m": 0.0
    },
    {
     "p": 0.04850257560610771,
     "m": 0.5961443781852722
    },
    {
     "p": 0.10633396357297897,
     "m": 0.7984119057655334
    },
    {
     "p": 0.03197106719017029,
     "m": 1.0
    },
    {
     "p": 0.2500534653663635,
     "m": 0.0
    },
    {
     "p": 0.13864193856716156,
     "m": 1.0
    },
    {
     "p": 0.057712629437446594,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 1.106831669807434,
   "val_loss": 0.9276599287986755,
   "acc": 67.55,
   "time": 252.81085444288328,
   "param": [
    {
     "p": 0.023926597088575363,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05666401609778404,
     "m": 1.0
    },
    {
     "p": 0.05890649929642677,
     "m": 0.0030081600416451693
    },
    {
     "p": 0.004468279890716076,
     "m": 0.08531972020864487
    },
    {
     "p": 0.10012072324752808,
     "m": 0.4687471389770508
    },
    {
     "p": 0.10319887846708298,
     "m": 0.0
    },
    {
     "p": 0.034129705280065536,
     "m": 0.5683974027633667
    },
    {
     "p": 0.10137610137462616,
     "m": 0.7779368758201599
    },
    {
     "p": 0.016036150977015495,
     "m": 1.0
    },
    {
     "p": 0.2939259111881256,
     "m": 0.022235143929719925
    },
    {
     "p": 0.15074068307876587,
     "m": 1.0
    },
    {
     "p": 0.0565064437687397,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 1.0083540678024292,
   "val_loss": 0.963812530040741,
   "acc": 67.53,
   "time": 254.30204243725166,
   "param": [
    {
     "p": 0.00701146200299263,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05579017847776413,
     "m": 1.0
    },
    {
     "p": 0.06795001029968262,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.046542175114154816
    },
    {
     "p": 0.10691970586776733,
     "m": 0.4734768271446228
    },
    {
     "p": 0.09742623567581177,
     "m": 0.0
    },
    {
     "p": 0.03199315443634987,
     "m": 0.5514367818832397
    },
    {
     "p": 0.10121789574623108,
     "m": 0.7774001359939575
    },
    {
     "p": 0.018819399178028107,
     "m": 1.0
    },
    {
     "p": 0.30804404616355896,
     "m": 0.06196888908743858
    },
    {
     "p": 0.14657309651374817,
     "m": 1.0
    },
    {
     "p": 0.0582549013197422,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 1.0835040807724,
   "val_loss": 0.813541054725647,
   "acc": 67.47,
   "time": 256.44434494525194,
   "param": [
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.03761262074112892,
     "m": 1.0
    },
    {
     "p": 0.06639715284109116,
     "m": 0.0015066496562212706
    },
    {
     "p": 0.006683510262519121,
     "m": 0.045054808259010315
    },
    {
     "p": 0.11490308493375778,
     "m": 0.5028640627861023
    },
    {
     "p": 0.0907936617732048,
     "m": 0.0
    },
    {
     "p": 0.0395277738571167,
     "m": 0.5430876016616821
    },
    {
     "p": 0.10679711401462555,
     "m": 0.7832565903663635
    },
    {
     "p": 0.03293091058731079,
     "m": 1.0
    },
    {
     "p": 0.3145509660243988,
     "m": 0.06026383861899376
    },
    {
     "p": 0.1372440606355667,
     "m": 1.0
    },
    {
     "p": 0.051804788410663605,
     "m": 1.0
    },
    {
     "p": 0.0007543618557974696,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 1.0015443563461304,
   "val_loss": 0.9163273572921753,
   "acc": 68.79,
   "time": 255.28088158834726,
   "param": [
    {
     "p": 0.0014757051831111312,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.012959053739905357,
     "m": 1.0
    },
    {
     "p": 0.054676301777362823,
     "m": 0.0
    },
    {
     "p": 0.017800305038690567,
     "m": 0.056869689375162125
    },
    {
     "p": 0.1243516132235527,
     "m": 0.5333877205848694
    },
    {
     "p": 0.08826468139886856,
     "m": 0.0
    },
    {
     "p": 0.05527421832084656,
     "m": 0.5045443177223206
    },
    {
     "p": 0.11027372628450394,
     "m": 0.8055370450019836
    },
    {
     "p": 0.03980519622564316,
     "m": 0.9969499111175537
    },
    {
     "p": 0.3419976234436035,
     "m": 0.07203665375709534
    },
    {
     "p": 0.11880030483007431,
     "m": 1.0
    },
    {
     "p": 0.034321293234825134,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 1.1969420909881592,
   "val_loss": 1.0073840618133545,
   "acc": 67.87,
   "time": 252.51286563882604,
   "param": [
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0012171590933576226,
     "m": 1.0
    },
    {
     "p": 0.05638529732823372,
     "m": 0.0
    },
    {
     "p": 0.03194412216544151,
     "m": 0.05489954352378845
    },
    {
     "p": 0.12600690126419067,
     "m": 0.5025303363800049
    },
    {
     "p": 0.08308178931474686,
     "m": 0.0
    },
    {
     "p": 0.07187953591346741,
     "m": 0.42446088790893555
    },
    {
     "p": 0.10757271200418472,
     "m": 0.8008342385292053
    },
    {
     "p": 0.04711991176009178,
     "m": 1.0
    },
    {
     "p": 0.34245389699935913,
     "m": 0.09771762043237686
    },
    {
     "p": 0.0949624702334404,
     "m": 1.0
    },
    {
     "p": 0.03737620264291763,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 0.9782513380050659,
   "val_loss": 0.8793030977249146,
   "acc": 68.18,
   "time": 254.13245002180338,
   "param": [
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.00019555464677978307,
     "m": 1.0
    },
    {
     "p": 0.0008321237983182073,
     "m": 1.0
    },
    {
     "p": 0.0639336109161377,
     "m": 0.00970609299838543
    },
    {
     "p": 0.030870413407683372,
     "m": 0.03033352456986904
    },
    {
     "p": 0.11763273924589157,
     "m": 0.483798623085022
    },
    {
     "p": 0.08306056261062622,
     "m": 0.0
    },
    {
     "p": 0.07957854121923447,
     "m": 0.36028459668159485
    },
    {
     "p": 0.09803043305873871,
     "m": 0.7845125794410706
    },
    {
     "p": 0.04144353047013283,
     "m": 0.9878639578819275
    },
    {
     "p": 0.3515559136867523,
     "m": 0.10644175857305527
    },
    {
     "p": 0.08119916915893555,
     "m": 1.0
    },
    {
     "p": 0.04868791997432709,
     "m": 1.0
    },
    {
     "p": 0.002979476936161518,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 1.0033628940582275,
   "val_loss": 0.8726758360862732,
   "acc": 68.65,
   "time": 255.09189982479438,
   "param": [
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0022809228394180536,
     "m": 1.0
    },
    {
     "p": 0.005238821730017662,
     "m": 1.0
    },
    {
     "p": 0.07443640381097794,
     "m": 0.0032055936753749847
    },
    {
     "p": 0.03042110614478588,
     "m": 0.0
    },
    {
     "p": 0.10079645365476608,
     "m": 0.43169495463371277
    },
    {
     "p": 0.0839499682188034,
     "m": 0.0
    },
    {
     "p": 0.07864163815975189,
     "m": 0.3319609463214874
    },
    {
     "p": 0.08974647521972656,
     "m": 0.7636393308639526
    },
    {
     "p": 0.041574083268642426,
     "m": 0.9897139072418213
    },
    {
     "p": 0.3567361831665039,
     "m": 0.09474833309650421
    },
    {
     "p": 0.07572362571954727,
     "m": 1.0
    },
    {
     "p": 0.05458597093820572,
     "m": 1.0
    },
    {
     "p": 0.00586825143545866,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 1.0240744352340698,
   "val_loss": 0.9481433033943176,
   "acc": 68.07,
   "time": 253.95932697411627,
   "param": [
    {
     "p": 0.001673800521530211,
     "m": 1.0
    },
    {
     "p": 0.009858604520559311,
     "m": 1.0
    },
    {
     "p": 0.022370265796780586,
     "m": 1.0
    },
    {
     "p": 0.08027183264493942,
     "m": 0.0
    },
    {
     "p": 0.012525803409516811,
     "m": 0.0
    },
    {
     "p": 0.10121143609285355,
     "m": 0.34224992990493774
    },
    {
     "p": 0.08010409772396088,
     "m": 0.0
    },
    {
     "p": 0.0706930011510849,
     "m": 0.29567959904670715
    },
    {
     "p": 0.08114282786846161,
     "m": 0.7470332980155945
    },
    {
     "p": 0.03939345106482506,
     "m": 0.9779512286186218
    },
    {
     "p": 0.35101309418678284,
     "m": 0.08548515290021896
    },
    {
     "p": 0.07296791672706604,
     "m": 1.0
    },
    {
     "p": 0.054246075451374054,
     "m": 1.0
    },
    {
     "p": 0.022527776658535004,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 1.0040404796600342,
   "val_loss": 0.8708750605583191,
   "acc": 68.8,
   "time": 252.42261411482468,
   "param": [
    {
     "p": 0.00037961534690111876,
     "m": 1.0
    },
    {
     "p": 0.001212453469634056,
     "m": 1.0
    },
    {
     "p": 0.02847881242632866,
     "m": 1.0
    },
    {
     "p": 0.08491851389408112,
     "m": 0.0
    },
    {
     "p": 0.0012907711789011955,
     "m": 0.003994025755673647
    },
    {
     "p": 0.10434619337320328,
     "m": 0.2184104472398758
    },
    {
     "p": 0.060901276767253876,
     "m": 0.0
    },
    {
     "p": 0.05577075853943825,
     "m": 0.2579349875450134
    },
    {
     "p": 0.07253126055002213,
     "m": 0.7088736295700073
    },
    {
     "p": 0.03664741665124893,
     "m": 0.9793208241462708
    },
    {
     "p": 0.4008578062057495,
     "m": 0.077191062271595
    },
    {
     "p": 0.06786618381738663,
     "m": 1.0
    },
    {
     "p": 0.046145960688591,
     "m": 1.0
    },
    {
     "p": 0.03865298256278038,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 1.34666109085083,
   "val_loss": 0.9729146957397461,
   "acc": 67.79,
   "time": 254.85752209229395,
   "param": [
    {
     "p": 0.00857255794107914,
     "m": 1.0
    },
    {
     "p": 0.0016461797058582306,
     "m": 1.0
    },
    {
     "p": 0.04029053449630737,
     "m": 1.0
    },
    {
     "p": 0.07856117188930511,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.0009955295827239752
    },
    {
     "p": 0.09101690351963043,
     "m": 0.11908552050590515
    },
    {
     "p": 0.04506213590502739,
     "m": 0.0
    },
    {
     "p": 0.04285845533013344,
     "m": 0.2449658215045929
    },
    {
     "p": 0.05781655013561249,
     "m": 0.6716874837875366
    },
    {
     "p": 0.028612680733203888,
     "m": 0.9865648746490479
    },
    {
     "p": 0.4265025556087494,
     "m": 0.06405480951070786
    },
    {
     "p": 0.0732283741235733,
     "m": 1.0
    },
    {
     "p": 0.03348837047815323,
     "m": 1.0
    },
    {
     "p": 0.07234352082014084,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 1.4628914594650269,
   "val_loss": 1.0331602096557617,
   "acc": 68.0,
   "time": 255.2265606378205,
   "param": [
    {
     "p": 0.029983652755618095,
     "m": 1.0
    },
    {
     "p": 0.026934368535876274,
     "m": 1.0
    },
    {
     "p": 0.055792152881622314,
     "m": 1.0
    },
    {
     "p": 0.07639874517917633,
     "m": 0.026352649554610252
    },
    {
     "p": 0.00199822336435318,
     "m": 0.0
    },
    {
     "p": 0.06164014711976051,
     "m": 0.07374335080385208
    },
    {
     "p": 0.04381716623902321,
     "m": 0.0
    },
    {
     "p": 0.038308076560497284,
     "m": 0.2634357213973999
    },
    {
     "p": 0.057961851358413696,
     "m": 0.6787099242210388
    },
    {
     "p": 0.04066517576575279,
     "m": 0.9813312292098999
    },
    {
     "p": 0.3714410364627838,
     "m": 0.01852070540189743
    },
    {
     "p": 0.07244174927473068,
     "m": 0.9999606013298035
    },
    {
     "p": 0.03362391144037247,
     "m": 1.0
    },
    {
     "p": 0.08899366110563278,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 1.36311674118042,
   "val_loss": 0.875184178352356,
   "acc": 68.29,
   "time": 254.5221844748594,
   "param": [
    {
     "p": 0.052098728716373444,
     "m": 1.0
    },
    {
     "p": 0.04682854562997818,
     "m": 1.0
    },
    {
     "p": 0.057076845318078995,
     "m": 1.0
    },
    {
     "p": 0.0653223991394043,
     "m": 0.0
    },
    {
     "p": 0.028324393555521965,
     "m": 0.0
    },
    {
     "p": 0.04493970051407814,
     "m": 0.0618259496986866
    },
    {
     "p": 0.05523638054728508,
     "m": 0.0
    },
    {
     "p": 0.041060589253902435,
     "m": 0.23931314051151276
    },
    {
     "p": 0.05277404934167862,
     "m": 0.6737664341926575
    },
    {
     "p": 0.05282529070973396,
     "m": 0.9826753735542297
    },
    {
     "p": 0.29640886187553406,
     "m": 0.0
    },
    {
     "p": 0.06689996272325516,
     "m": 1.0
    },
    {
     "p": 0.04915777966380119,
     "m": 1.0
    },
    {
     "p": 0.09104650467634201,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 1.0103535652160645,
   "val_loss": 0.8950930833816528,
   "acc": 68.03,
   "time": 256.7188551649451,
   "param": [
    {
     "p": 0.06395138055086136,
     "m": 1.0
    },
    {
     "p": 0.07904379814863205,
     "m": 1.0
    },
    {
     "p": 0.07374826073646545,
     "m": 1.0
    },
    {
     "p": 0.05822421982884407,
     "m": 0.0
    },
    {
     "p": 0.03322159871459007,
     "m": 0.0
    },
    {
     "p": 0.042719125747680664,
     "m": 0.01952172815799713
    },
    {
     "p": 0.05132472887635231,
     "m": 0.0
    },
    {
     "p": 0.04305322468280792,
     "m": 0.211666539311409
    },
    {
     "p": 0.03837571665644646,
     "m": 0.6500063538551331
    },
    {
     "p": 0.05757107585668564,
     "m": 0.9951263666152954
    },
    {
     "p": 0.2374764233827591,
     "m": 0.0002444051206111908
    },
    {
     "p": 0.06376463174819946,
     "m": 1.0
    },
    {
     "p": 0.059965599328279495,
     "m": 1.0
    },
    {
     "p": 0.09756021201610565,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 1.0985009670257568,
   "val_loss": 1.1259005069732666,
   "acc": 68.96,
   "time": 257.309929441195,
   "param": [
    {
     "p": 0.07536374032497406,
     "m": 1.0
    },
    {
     "p": 0.09076257050037384,
     "m": 1.0
    },
    {
     "p": 0.08419272303581238,
     "m": 1.0
    },
    {
     "p": 0.06887809932231903,
     "m": 0.003397683147341013
    },
    {
     "p": 0.038693055510520935,
     "m": 0.0
    },
    {
     "p": 0.05772912874817848,
     "m": 0.0
    },
    {
     "p": 0.05551604926586151,
     "m": 0.0
    },
    {
     "p": 0.060699451714754105,
     "m": 0.2189972847700119
    },
    {
     "p": 0.025360478088259697,
     "m": 0.6416454315185547
    },
    {
     "p": 0.05485204607248306,
     "m": 0.9943843483924866
    },
    {
     "p": 0.17757956683635712,
     "m": 0.0017475439235568047
    },
    {
     "p": 0.060815904289484024,
     "m": 1.0
    },
    {
     "p": 0.06313760578632355,
     "m": 1.0
    },
    {
     "p": 0.08641957491636276,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 1.0520174503326416,
   "val_loss": 0.9653252363204956,
   "acc": 68.05,
   "time": 252.34690826805308,
   "param": [
    {
     "p": 0.06542390584945679,
     "m": 1.0
    },
    {
     "p": 0.09105829894542694,
     "m": 1.0
    },
    {
     "p": 0.08908313512802124,
     "m": 1.0
    },
    {
     "p": 0.0857735276222229,
     "m": 0.00712266331538558
    },
    {
     "p": 0.02939358539879322,
     "m": 0.0
    },
    {
     "p": 0.06689952313899994,
     "m": 0.0
    },
    {
     "p": 0.057130806148052216,
     "m": 0.0
    },
    {
     "p": 0.07402367889881134,
     "m": 0.2620995342731476
    },
    {
     "p": 0.01772669516503811,
     "m": 0.6185871958732605
    },
    {
     "p": 0.05962551385164261,
     "m": 0.979783833026886
    },
    {
     "p": 0.1583220660686493,
     "m": 0.0
    },
    {
     "p": 0.06115736812353134,
     "m": 1.0
    },
    {
     "p": 0.06398983299732208,
     "m": 1.0
    },
    {
     "p": 0.08039207756519318,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 1.3718980550765991,
   "val_loss": 0.9196564555168152,
   "acc": 68.63,
   "time": 253.24783357186243,
   "param": [
    {
     "p": 0.057598985731601715,
     "m": 1.0
    },
    {
     "p": 0.08485928922891617,
     "m": 1.0
    },
    {
     "p": 0.08787669241428375,
     "m": 1.0
    },
    {
     "p": 0.0912291631102562,
     "m": 0.015535173006355762
    },
    {
     "p": 0.033822640776634216,
     "m": 0.016247853636741638
    },
    {
     "p": 0.08377420157194138,
     "m": 0.03124924749135971
    },
    {
     "p": 0.06610352545976639,
     "m": 0.002739987336099148
    },
    {
     "p": 0.0659102275967598,
     "m": 0.25188738107681274
    },
    {
     "p": 0.015757206827402115,
     "m": 0.5956892967224121
    },
    {
     "p": 0.08207295835018158,
     "m": 0.9810490012168884
    },
    {
     "p": 0.12708833813667297,
     "m": 0.0
    },
    {
     "p": 0.060522403568029404,
     "m": 1.0
    },
    {
     "p": 0.0617872029542923,
     "m": 1.0
    },
    {
     "p": 0.08159716427326202,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 0.8542031049728394,
   "val_loss": 0.9973143935203552,
   "acc": 68.54,
   "time": 256.6657399106771,
   "param": [
    {
     "p": 0.05412137880921364,
     "m": 1.0
    },
    {
     "p": 0.08180234581232071,
     "m": 1.0
    },
    {
     "p": 0.060466960072517395,
     "m": 1.0
    },
    {
     "p": 0.09797625243663788,
     "m": 0.0010961751686409116
    },
    {
     "p": 0.037710629403591156,
     "m": 0.0167552400380373
    },
    {
     "p": 0.08975759148597717,
     "m": 0.08095907419919968
    },
    {
     "p": 0.08852662146091461,
     "m": 0.0
    },
    {
     "p": 0.05412472039461136,
     "m": 0.29469168186187744
    },
    {
     "p": 0.010548313148319721,
     "m": 0.5903505086898804
    },
    {
     "p": 0.10052943229675293,
     "m": 0.9758512377738953
    },
    {
     "p": 0.11918890476226807,
     "m": 0.02351793460547924
    },
    {
     "p": 0.060974422842264175,
     "m": 1.0
    },
    {
     "p": 0.06482170522212982,
     "m": 1.0
    },
    {
     "p": 0.07945070415735245,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 1.0556637048721313,
   "val_loss": 0.9770814776420593,
   "acc": 67.95,
   "time": 254.62621345557272,
   "param": [
    {
     "p": 0.06040969491004944,
     "m": 1.0
    },
    {
     "p": 0.06839077174663544,
     "m": 1.0
    },
    {
     "p": 0.03128589689731598,
     "m": 1.0
    },
    {
     "p": 0.10296624153852463,
     "m": 0.00032721919706091285
    },
    {
     "p": 0.03445340320467949,
     "m": 0.0
    },
    {
     "p": 0.09517470747232437,
     "m": 0.11226893961429596
    },
    {
     "p": 0.10069701075553894,
     "m": 0.0
    },
    {
     "p": 0.046807486563920975,
     "m": 0.31898361444473267
    },
    {
     "p": 0.0011183487949892879,
     "m": 0.5822317600250244
    },
    {
     "p": 0.1104426458477974,
     "m": 0.967426598072052
    },
    {
     "p": 0.13024331629276276,
     "m": 0.0261017307639122
    },
    {
     "p": 0.07403919845819473,
     "m": 1.0
    },
    {
     "p": 0.06106984242796898,
     "m": 1.0
    },
    {
     "p": 0.08290144801139832,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 0.98447185754776,
   "val_loss": 0.82158362865448,
   "acc": 67.51,
   "time": 256.14510814333335,
   "param": [
    {
     "p": 0.056108858436346054,
     "m": 1.0
    },
    {
     "p": 0.04533272609114647,
     "m": 1.0
    },
    {
     "p": 0.017653239890933037,
     "m": 1.0
    },
    {
     "p": 0.09700320661067963,
     "m": 7.7169002906885e-05
    },
    {
     "p": 0.033277478069067,
     "m": 0.00030304747633636
    },
    {
     "p": 0.09645979106426239,
     "m": 0.125327005982399
    },
    {
     "p": 0.10734187811613083,
     "m": 0.0
    },
    {
     "p": 0.04564194008708,
     "m": 0.35691896080970764
    },
    {
     "p": 0.012330140918493271,
     "m": 0.5633979439735413
    },
    {
     "p": 0.11429799348115921,
     "m": 0.9472370743751526
    },
    {
     "p": 0.14794108271598816,
     "m": 0.0
    },
    {
     "p": 0.08944421261548996,
     "m": 1.0
    },
    {
     "p": 0.05178586766123772,
     "m": 1.0
    },
    {
     "p": 0.08538152277469635,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 1.0793707370758057,
   "val_loss": 0.9272394180297852,
   "acc": 68.85,
   "time": 255.52679620310664,
   "param": [
    {
     "p": 0.05193851515650749,
     "m": 1.0
    },
    {
     "p": 0.03252442553639412,
     "m": 1.0
    },
    {
     "p": 0.022095544263720512,
     "m": 1.0
    },
    {
     "p": 0.0988706648349762,
     "m": 0.0
    },
    {
     "p": 0.027345336973667145,
     "m": 0.0
    },
    {
     "p": 0.08545506000518799,
     "m": 0.10260333865880966
    },
    {
     "p": 0.10869736224412918,
     "m": 0.0
    },
    {
     "p": 0.04568808525800705,
     "m": 0.35788246989250183
    },
    {
     "p": 0.023510875180363655,
     "m": 0.5554796457290649
    },
    {
     "p": 0.12270481139421463,
     "m": 0.9344461560249329
    },
    {
     "p": 0.15704244375228882,
     "m": 0.0
    },
    {
     "p": 0.09298528730869293,
     "m": 1.0
    },
    {
     "p": 0.05039341747760773,
     "m": 1.0
    },
    {
     "p": 0.08074811846017838,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 0.9598986506462097,
   "val_loss": 0.9712944626808167,
   "acc": 68.2,
   "time": 255.65865731518716,
   "param": [
    {
     "p": 0.059774719178676605,
     "m": 1.0
    },
    {
     "p": 0.0251767598092556,
     "m": 1.0
    },
    {
     "p": 0.03626435622572899,
     "m": 1.0
    },
    {
     "p": 0.09912136942148209,
     "m": 0.0064938487485051155
    },
    {
     "p": 0.02377370558679104,
     "m": 0.0
    },
    {
     "p": 0.0680748000741005,
     "m": 0.08305341750383377
    },
    {
     "p": 0.1100950837135315,
     "m": 0.022463403642177582
    },
    {
     "p": 0.04287063330411911,
     "m": 0.3043478727340698
    },
    {
     "p": 0.021688593551516533,
     "m": 0.5450502634048462
    },
    {
     "p": 0.11785748600959778,
     "m": 0.9260420203208923
    },
    {
     "p": 0.16555878520011902,
     "m": 0.024008091539144516
    },
    {
     "p": 0.08718401193618774,
     "m": 1.0
    },
    {
     "p": 0.052464935928583145,
     "m": 1.0
    },
    {
     "p": 0.09009469300508499,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 1.039463758468628,
   "val_loss": 0.920499324798584,
   "acc": 68.1,
   "time": 258.26977497618645,
   "param": [
    {
     "p": 0.06371752917766571,
     "m": 1.0
    },
    {
     "p": 0.021275661885738373,
     "m": 1.0
    },
    {
     "p": 0.053819335997104645,
     "m": 1.0
    },
    {
     "p": 0.09374116361141205,
     "m": 0.0007299627759493887
    },
    {
     "p": 0.018334969878196716,
     "m": 0.0010732582304626703
    },
    {
     "p": 0.042798906564712524,
     "m": 0.07315975427627563
    },
    {
     "p": 0.1253596544265747,
     "m": 0.042747918516397476
    },
    {
     "p": 0.03803994506597519,
     "m": 0.29557153582572937
    },
    {
     "p": 0.017776301130652428,
     "m": 0.5315389633178711
    },
    {
     "p": 0.11156629770994186,
     "m": 0.9301263689994812
    },
    {
     "p": 0.17747047543525696,
     "m": 0.056157857179641724
    },
    {
     "p": 0.08379260450601578,
     "m": 1.0
    },
    {
     "p": 0.05407334119081497,
     "m": 1.0
    },
    {
     "p": 0.09823386371135712,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 1.0753741264343262,
   "val_loss": 1.0098631381988525,
   "acc": 67.72,
   "time": 254.64201118191704,
   "param": [
    {
     "p": 0.06133643537759781,
     "m": 1.0
    },
    {
     "p": 0.026615675538778305,
     "m": 1.0
    },
    {
     "p": 0.07456764578819275,
     "m": 1.0
    },
    {
     "p": 0.09461561590433121,
     "m": 0.0
    },
    {
     "p": 0.002966359257698059,
     "m": 0.0076530431397259235
    },
    {
     "p": 0.01976080983877182,
     "m": 0.0752558782696724
    },
    {
     "p": 0.14464102685451508,
     "m": 0.051873642951250076
    },
    {
     "p": 0.03517546504735947,
     "m": 0.30262473225593567
    },
    {
     "p": 0.005913176573812962,
     "m": 0.5280145406723022
    },
    {
     "p": 0.1174079179763794,
     "m": 0.8872873187065125
    },
    {
     "p": 0.18651340901851654,
     "m": 0.0747428834438324
    },
    {
     "p": 0.09047529101371765,
     "m": 1.0
    },
    {
     "p": 0.05011565610766411,
     "m": 1.0
    },
    {
     "p": 0.08989548683166504,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 0.7353222966194153,
   "val_loss": 0.7734657526016235,
   "acc": 68.9,
   "time": 252.5928049851209,
   "param": [
    {
     "p": 0.07011190056800842,
     "m": 1.0
    },
    {
     "p": 0.0283359382301569,
     "m": 1.0
    },
    {
     "p": 0.10834448039531708,
     "m": 1.0
    },
    {
     "p": 0.07832271605730057,
     "m": 8.705103391548619e-05
    },
    {
     "p": 0.0,
     "m": 0.00021815343643538654
    },
    {
     "p": 0.007747323717921972,
     "m": 0.006213832180947065
    },
    {
     "p": 0.13832029700279236,
     "m": 0.025867698714137077
    },
    {
     "p": 0.04228721931576729,
     "m": 0.3262840807437897
    },
    {
     "p": 0.0035896513145416975,
     "m": 0.5339136719703674
    },
    {
     "p": 0.12253294885158539,
     "m": 0.8398057222366333
    },
    {
     "p": 0.19437025487422943,
     "m": 0.06956976652145386
    },
    {
     "p": 0.0803062915802002,
     "m": 1.0
    },
    {
     "p": 0.038467247039079666,
     "m": 1.0
    },
    {
     "p": 0.08726378530263901,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 0.9566518664360046,
   "val_loss": 1.0186865329742432,
   "acc": 68.33,
   "time": 253.17654262203723,
   "param": [
    {
     "p": 0.08281919360160828,
     "m": 1.0
    },
    {
     "p": 0.025290649384260178,
     "m": 1.0
    },
    {
     "p": 0.11516036838293076,
     "m": 1.0
    },
    {
     "p": 0.06423483788967133,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.0014582028379663825
    },
    {
     "p": 0.0374177061021328,
     "m": 0.0
    },
    {
     "p": 0.11253771930932999,
     "m": 0.0
    },
    {
     "p": 0.0635119378566742,
     "m": 0.379990816116333
    },
    {
     "p": 0.01969257742166519,
     "m": 0.5392802357673645
    },
    {
     "p": 0.11410367488861084,
     "m": 0.8403136134147644
    },
    {
     "p": 0.17931708693504333,
     "m": 0.06688818335533142
    },
    {
     "p": 0.06959017366170883,
     "m": 1.0
    },
    {
     "p": 0.026950446888804436,
     "m": 1.0
    },
    {
     "p": 0.08937369287014008,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 0.954088568687439,
   "val_loss": 1.0171144008636475,
   "acc": 68.17,
   "time": 253.92691604373977,
   "param": [
    {
     "p": 0.0956302061676979,
     "m": 1.0
    },
    {
     "p": 0.02240404300391674,
     "m": 1.0
    },
    {
     "p": 0.11169977486133575,
     "m": 1.0
    },
    {
     "p": 0.04824167490005493,
     "m": 0.004994517657905817
    },
    {
     "p": 0.0,
     "m": 0.02265254035592079
    },
    {
     "p": 0.04230082407593727,
     "m": 0.0
    },
    {
     "p": 0.09731559455394745,
     "m": 0.0
    },
    {
     "p": 0.07663790136575699,
     "m": 0.31637075543403625
    },
    {
     "p": 0.023961039260029793,
     "m": 0.5277966856956482
    },
    {
     "p": 0.1026233583688736,
     "m": 0.8628273010253906
    },
    {
     "p": 0.183252215385437,
     "m": 0.06544268131256104
    },
    {
     "p": 0.07528440654277802,
     "m": 1.0
    },
    {
     "p": 0.02212747000157833,
     "m": 1.0
    },
    {
     "p": 0.09852145612239838,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 0.7838488817214966,
   "val_loss": 0.9402598738670349,
   "acc": 68.68,
   "time": 255.21145125292242,
   "param": [
    {
     "p": 0.10467501729726791,
     "m": 1.0
    },
    {
     "p": 0.02374623529613018,
     "m": 1.0
    },
    {
     "p": 0.10997823625802994,
     "m": 1.0
    },
    {
     "p": 0.03684210777282715,
     "m": 0.0
    },
    {
     "p": 0.000327565532643348,
     "m": 0.05900874361395836
    },
    {
     "p": 0.04021192342042923,
     "m": 0.0
    },
    {
     "p": 0.09085651487112045,
     "m": 0.0
    },
    {
     "p": 0.08083321154117584,
     "m": 0.2667974829673767
    },
    {
     "p": 0.019781822338700294,
     "m": 0.5178923606872559
    },
    {
     "p": 0.08917553722858429,
     "m": 0.8770692348480225
    },
    {
     "p": 0.18315674364566803,
     "m": 0.05564576014876366
    },
    {
     "p": 0.08903032541275024,
     "m": 1.0
    },
    {
     "p": 0.036337584257125854,
     "m": 1.0
    },
    {
     "p": 0.09504719078540802,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 0.852139949798584,
   "val_loss": 1.0092686414718628,
   "acc": 68.84,
   "time": 257.92263492709026,
   "param": [
    {
     "p": 0.09997234493494034,
     "m": 1.0
    },
    {
     "p": 0.02351897582411766,
     "m": 1.0
    },
    {
     "p": 0.10388733446598053,
     "m": 1.0
    },
    {
     "p": 0.032889947295188904,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.05277606472373009
    },
    {
     "p": 0.015177063643932343,
     "m": 0.007055372465401888
    },
    {
     "p": 0.09350962191820145,
     "m": 0.0006039830041117966
    },
    {
     "p": 0.09049803018569946,
     "m": 0.2708244025707245
    },
    {
     "p": 0.027616405859589577,
     "m": 0.5247193574905396
    },
    {
     "p": 0.0939294844865799,
     "m": 0.8913522958755493
    },
    {
     "p": 0.1987004578113556,
     "m": 0.05046546459197998
    },
    {
     "p": 0.0914570689201355,
     "m": 1.0
    },
    {
     "p": 0.03830166161060333,
     "m": 1.0
    },
    {
     "p": 0.09054169803857803,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 0.7280949950218201,
   "val_loss": 1.1175298690795898,
   "acc": 68.43,
   "time": 253.83525191806257,
   "param": [
    {
     "p": 0.0857907310128212,
     "m": 1.0
    },
    {
     "p": 0.03892809525132179,
     "m": 1.0
    },
    {
     "p": 0.10113532841205597,
     "m": 1.0
    },
    {
     "p": 0.03679283335804939,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.03307461366057396
    },
    {
     "p": 0.0,
     "m": 0.0
    },
    {
     "p": 0.080668605864048,
     "m": 0.0
    },
    {
     "p": 0.0922626405954361,
     "m": 0.24937531352043152
    },
    {
     "p": 0.02866753377020359,
     "m": 0.5196465253829956
    },
    {
     "p": 0.09239978343248367,
     "m": 0.8981655240058899
    },
    {
     "p": 0.21261848509311676,
     "m": 0.057089321315288544
    },
    {
     "p": 0.08656373620033264,
     "m": 1.0
    },
    {
     "p": 0.039186760783195496,
     "m": 1.0
    },
    {
     "p": 0.10498548299074173,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 0.8938703536987305,
   "val_loss": 1.0301486253738403,
   "acc": 68.52,
   "time": 254.61111536389217,
   "param": [
    {
     "p": 0.060721222311258316,
     "m": 1.0
    },
    {
     "p": 0.06111639738082886,
     "m": 1.0
    },
    {
     "p": 0.11017223447561264,
     "m": 1.0
    },
    {
     "p": 0.048657357692718506,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.004404709208756685
    },
    {
     "p": 0.07501477748155594,
     "m": 0.0
    },
    {
     "p": 0.07359152287244797,
     "m": 0.19341175258159637
    },
    {
     "p": 0.036599136888980865,
     "m": 0.5061438083648682
    },
    {
     "p": 0.08534517139196396,
     "m": 0.8740851879119873
    },
    {
     "p": 0.22194114327430725,
     "m": 0.06078147515654564
    },
    {
     "p": 0.07059062272310257,
     "m": 1.0
    },
    {
     "p": 0.042433299124240875,
     "m": 1.0
    },
    {
     "p": 0.11381708830595016,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 1.0650967359542847,
   "val_loss": 0.9722433090209961,
   "acc": 68.26,
   "time": 256.9232331998646,
   "param": [
    {
     "p": 0.04315805807709694,
     "m": 1.0
    },
    {
     "p": 0.06715575605630875,
     "m": 1.0
    },
    {
     "p": 0.13007141649723053,
     "m": 1.0
    },
    {
     "p": 0.04718776419758797,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.0
    },
    {
     "p": 0.0003179469786118716,
     "m": 0.014563028700649738
    },
    {
     "p": 0.0688062235713005,
     "m": 0.002361560706049204
    },
    {
     "p": 0.06119731813669205,
     "m": 0.14621569216251373
    },
    {
     "p": 0.04369588568806648,
     "m": 0.47106605768203735
    },
    {
     "p": 0.06693768501281738,
     "m": 0.8748738169670105
    },
    {
     "p": 0.24639762938022614,
     "m": 0.060894567519426346
    },
    {
     "p": 0.06274151057004929,
     "m": 1.0
    },
    {
     "p": 0.053570352494716644,
     "m": 1.0
    },
    {
     "p": 0.10876241326332092,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 0.79299396276474,
   "val_loss": 0.9587016701698303,
   "acc": 66.96,
   "time": 255.2171237221919,
   "param": [
    {
     "p": 0.029972320422530174,
     "m": 1.0
    },
    {
     "p": 0.06719344109296799,
     "m": 1.0
    },
    {
     "p": 0.14984451234340668,
     "m": 1.0
    },
    {
     "p": 0.031188154593110085,
     "m": 0.0
    },
    {
     "p": 0.001069321995601058,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.0
    },
    {
     "p": 0.06457009166479111,
     "m": 0.02081085927784443
    },
    {
     "p": 0.053712643682956696,
     "m": 0.1155228465795517
    },
    {
     "p": 0.05286535993218422,
     "m": 0.4354235827922821
    },
    {
     "p": 0.05609003081917763,
     "m": 0.8812513947486877
    },
    {
     "p": 0.27860182523727417,
     "m": 0.05072171241044998
    },
    {
     "p": 0.0498703271150589,
     "m": 0.9907189011573792
    },
    {
     "p": 0.054249268025159836,
     "m": 1.0
    },
    {
     "p": 0.11077266186475754,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 1.215290904045105,
   "val_loss": 1.0358631610870361,
   "acc": 68.27,
   "time": 255.15450440812856,
   "param": [
    {
     "p": 0.017378967255353928,
     "m": 1.0
    },
    {
     "p": 0.06808913499116898,
     "m": 1.0
    },
    {
     "p": 0.16508252918720245,
     "m": 1.0
    },
    {
     "p": 0.008027211762964725,
     "m": 0.0010512227891013026
    },
    {
     "p": 0.002293114783242345,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.0
    },
    {
     "p": 0.061548441648483276,
     "m": 0.0
    },
    {
     "p": 0.0410478450357914,
     "m": 0.10089769214391708
    },
    {
     "p": 0.059340693056583405,
     "m": 0.4172423779964447
    },
    {
     "p": 0.05081061273813248,
     "m": 0.8872642517089844
    },
    {
     "p": 0.3072201907634735,
     "m": 0.051655568182468414
    },
    {
     "p": 0.044267091900110245,
     "m": 1.0
    },
    {
     "p": 0.0600186251103878,
     "m": 1.0
    },
    {
     "p": 0.11487550288438797,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 1.264844536781311,
   "val_loss": 0.9648337364196777,
   "acc": 67.96,
   "time": 254.07886167569086,
   "param": [
    {
     "p": 0.01772085763514042,
     "m": 1.0
    },
    {
     "p": 0.06986427307128906,
     "m": 1.0
    },
    {
     "p": 0.16734032332897186,
     "m": 1.0
    },
    {
     "p": 0.00027243467047810555,
     "m": 0.0
    },
    {
     "p": 0.0077689774334430695,
     "m": 0.0
    },
    {
     "p": 0.0023621011059731245,
     "m": 0.0
    },
    {
     "p": 0.0501050129532814,
     "m": 0.013242828659713268
    },
    {
     "p": 0.028822552412748337,
     "m": 0.07988769561052322
    },
    {
     "p": 0.06483802199363708,
     "m": 0.41415536403656006
    },
    {
     "p": 0.043298523873090744,
     "m": 0.9023556113243103
    },
    {
     "p": 0.301027774810791,
     "m": 0.0512760728597641
    },
    {
     "p": 0.0505979023873806,
     "m": 1.0
    },
    {
     "p": 0.07434187084436417,
     "m": 1.0
    },
    {
     "p": 0.12163928896188736,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 0.8809216022491455,
   "val_loss": 1.0589368343353271,
   "acc": 67.76,
   "time": 254.59626907901838,
   "param": [
    {
     "p": 0.015294913202524185,
     "m": 1.0
    },
    {
     "p": 0.08328821510076523,
     "m": 1.0
    },
    {
     "p": 0.14483077824115753,
     "m": 1.0
    },
    {
     "p": 0.013546386733651161,
     "m": 0.0016421702457591891
    },
    {
     "p": 0.023112745955586433,
     "m": 0.0
    },
    {
     "p": 0.04337649047374725,
     "m": 0.01897822506725788
    },
    {
     "p": 0.034046854823827744,
     "m": 0.03439405933022499
    },
    {
     "p": 0.036515701562166214,
     "m": 0.09726320207118988
    },
    {
     "p": 0.08114766329526901,
     "m": 0.40717318654060364
    },
    {
     "p": 0.03897921368479729,
     "m": 0.9058418869972229
    },
    {
     "p": 0.24445515871047974,
     "m": 0.04626639559864998
    },
    {
     "p": 0.05151643231511116,
     "m": 0.9952367544174194
    },
    {
     "p": 0.06764312833547592,
     "m": 1.0
    },
    {
     "p": 0.12224632501602173,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 1.1688307523727417,
   "val_loss": 0.9716777801513672,
   "acc": 67.65,
   "time": 254.66521780798212,
   "param": [
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08800499886274338,
     "m": 1.0
    },
    {
     "p": 0.13600073754787445,
     "m": 1.0
    },
    {
     "p": 0.02311255969107151,
     "m": 0.0
    },
    {
     "p": 0.021113384515047073,
     "m": 0.002500267466530204
    },
    {
     "p": 0.063777394592762,
     "m": 0.015900513157248497
    },
    {
     "p": 0.03903615102171898,
     "m": 0.03187355026602745
    },
    {
     "p": 0.05819902941584587,
     "m": 0.09055547416210175
    },
    {
     "p": 0.09669174998998642,
     "m": 0.3990122377872467
    },
    {
     "p": 0.042249102145433426,
     "m": 0.8878533840179443
    },
    {
     "p": 0.21827279031276703,
     "m": 0.03758508712053299
    },
    {
     "p": 0.03580799698829651,
     "m": 0.9832399487495422
    },
    {
     "p": 0.05244937539100647,
     "m": 1.0
    },
    {
     "p": 0.12528479099273682,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 0.9532678127288818,
   "val_loss": 0.9577491283416748,
   "acc": 67.81,
   "time": 255.15424325177446,
   "param": [
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07998968660831451,
     "m": 1.0
    },
    {
     "p": 0.15125878155231476,
     "m": 1.0
    },
    {
     "p": 0.038542330265045166,
     "m": 0.0
    },
    {
     "p": 0.0022746867034584284,
     "m": 0.0032492459286004305
    },
    {
     "p": 0.06575947999954224,
     "m": 0.0
    },
    {
     "p": 0.05338199809193611,
     "m": 0.037376075983047485
    },
    {
     "p": 0.04836105555295944,
     "m": 0.0893518254160881
    },
    {
     "p": 0.1067236065864563,
     "m": 0.35922011733055115
    },
    {
     "p": 0.03704184293746948,
     "m": 0.8655796051025391
    },
    {
     "p": 0.21177011728286743,
     "m": 0.049362439662218094
    },
    {
     "p": 0.01589817926287651,
     "m": 0.9701375365257263
    },
    {
     "p": 0.04245300218462944,
     "m": 1.0
    },
    {
     "p": 0.14654527604579926,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 0.99577397108078,
   "val_loss": 1.206129789352417,
   "acc": 67.49,
   "time": 257.7398038590327,
   "param": [
    {
     "p": 0.0007792527903802693,
     "m": 1.0
    },
    {
     "p": 0.05321362614631653,
     "m": 1.0
    },
    {
     "p": 0.1626896858215332,
     "m": 1.0
    },
    {
     "p": 0.04492129012942314,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.0
    },
    {
     "p": 0.054009463638067245,
     "m": 0.0
    },
    {
     "p": 0.048811569809913635,
     "m": 0.014934606850147247
    },
    {
     "p": 0.0206002164632082,
     "m": 0.10526939481496811
    },
    {
     "p": 0.14002291858196259,
     "m": 0.3345520496368408
    },
    {
     "p": 0.030845357105135918,
     "m": 0.8545323014259338
    },
    {
     "p": 0.23003694415092468,
     "m": 0.049778878688812256
    },
    {
     "p": 0.0,
     "m": 0.9667057394981384
    },
    {
     "p": 0.03320017829537392,
     "m": 1.0
    },
    {
     "p": 0.18086948990821838,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 0.9874743223190308,
   "val_loss": 1.234875202178955,
   "acc": 67.54,
   "time": 255.77206539688632,
   "param": [
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.03200344368815422,
     "m": 1.0
    },
    {
     "p": 0.1674351692199707,
     "m": 1.0
    },
    {
     "p": 0.06484461575746536,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.0
    },
    {
     "p": 0.03368927165865898,
     "m": 0.0
    },
    {
     "p": 0.04616834223270416,
     "m": 0.0
    },
    {
     "p": 0.01683111861348152,
     "m": 0.1423446238040924
    },
    {
     "p": 0.14905640482902527,
     "m": 0.34994763135910034
    },
    {
     "p": 0.03182649984955788,
     "m": 0.8455013632774353
    },
    {
     "p": 0.2207942008972168,
     "m": 0.05016306787729263
    },
    {
     "p": 0.00583311403170228,
     "m": 0.9960914850234985
    },
    {
     "p": 0.0312781035900116,
     "m": 1.0
    },
    {
     "p": 0.20023967325687408,
     "m": 1.0
    }
   ]
  }
 ]
}