{
 "Accuracy": 72.17,
 "Time": [
  251.3578320779465,
  6.529784704334976,
  50430.597896980005
 ],
 "Optimizer": {
  "Meta": {
   "optim": "Adam",
   "lr": 0.01
  },
  "Inner": {
   "optim": "SGD",
   "lr": 0.01,
   "momentum": 0.9
  }
 },
 "Device": "Graphics Device",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "Contrast",
  "Color",
  "Brightness",
  "Sharpness",
  "Posterize",
  "Solarize"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 4.0730814933776855,
   "val_loss": 1.9966403245925903,
   "acc": 23.83,
   "time": 242.7570261679939,
   "param": [
    {
     "p": 0.037702526897192,
     "m": 0.5
    },
    {
     "p": 0.043526340276002884,
     "m": 0.5
    },
    {
     "p": 0.10797065496444702,
     "m": 0.5
    },
    {
     "p": 0.09279947727918625,
     "m": 0.6900062561035156
    },
    {
     "p": 0.09399911761283875,
     "m": 0.4744882881641388
    },
    {
     "p": 0.05135359242558479,
     "m": 0.45197099447250366
    },
    {
     "p": 0.07466810941696167,
     "m": 0.835019052028656
    },
    {
     "p": 0.1007331907749176,
     "m": 0.7689892649650574
    },
    {
     "p": 0.07738115638494492,
     "m": 0.671890377998352
    },
    {
     "p": 0.08851318806409836,
     "m": 0.9108065962791443
    },
    {
     "p": 0.09378718584775925,
     "m": 0.7379698157310486
    },
    {
     "p": 0.07878609001636505,
     "m": 0.9133636951446533
    },
    {
     "p": 0.04090084135532379,
     "m": 0.5
    },
    {
     "p": 0.01787850819528103,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 4.007133483886719,
   "val_loss": 1.8435368537902832,
   "acc": 35.19,
   "time": 248.38342630601255,
   "param": [
    {
     "p": 0.043525099754333496,
     "m": 0.5
    },
    {
     "p": 0.07601407170295715,
     "m": 0.5
    },
    {
     "p": 0.07335274666547775,
     "m": 0.5
    },
    {
     "p": 0.07266934216022491,
     "m": 0.5789339542388916
    },
    {
     "p": 0.08988001942634583,
     "m": 0.4260638654232025
    },
    {
     "p": 0.039311230182647705,
     "m": 0.4689315855503082
    },
    {
     "p": 0.08621527254581451,
     "m": 0.9694347977638245
    },
    {
     "p": 0.09170132130384445,
     "m": 0.9086754322052002
    },
    {
     "p": 0.08691474050283432,
     "m": 0.6966565251350403
    },
    {
     "p": 0.042042262852191925,
     "m": 0.981889545917511
    },
    {
     "p": 0.08818568289279938,
     "m": 0.6393115520477295
    },
    {
     "p": 0.07820532470941544,
     "m": 0.9877312183380127
    },
    {
     "p": 0.06367672979831696,
     "m": 0.5
    },
    {
     "p": 0.06830616295337677,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 3.337008237838745,
   "val_loss": 1.6129703521728516,
   "acc": 44.52,
   "time": 265.4796669250354,
   "param": [
    {
     "p": 0.07023079693317413,
     "m": 0.5
    },
    {
     "p": 0.06589678674936295,
     "m": 0.5
    },
    {
     "p": 0.06959737092256546,
     "m": 0.5
    },
    {
     "p": 0.04409834370017052,
     "m": 0.5899367332458496
    },
    {
     "p": 0.10358314216136932,
     "m": 0.2540540397167206
    },
    {
     "p": 0.05994600057601929,
     "m": 0.5776432752609253
    },
    {
     "p": 0.056917864829301834,
     "m": 0.9554392099380493
    },
    {
     "p": 0.06730811297893524,
     "m": 0.9569488167762756
    },
    {
     "p": 0.11640781909227371,
     "m": 0.7597964406013489
    },
    {
     "p": 0.050876811146736145,
     "m": 0.9356390833854675
    },
    {
     "p": 0.04415297135710716,
     "m": 0.5837893486022949
    },
    {
     "p": 0.07617104798555374,
     "m": 1.0
    },
    {
     "p": 0.11382929235696793,
     "m": 0.5
    },
    {
     "p": 0.06098358333110809,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 3.5794734954833984,
   "val_loss": 1.5134986639022827,
   "acc": 43.51,
   "time": 260.9214640259743,
   "param": [
    {
     "p": 0.047903869301080704,
     "m": 0.5
    },
    {
     "p": 0.03295401856303215,
     "m": 0.5
    },
    {
     "p": 0.08465231955051422,
     "m": 0.5
    },
    {
     "p": 0.030099088326096535,
     "m": 0.5532805919647217
    },
    {
     "p": 0.08620646595954895,
     "m": 0.12382079660892487
    },
    {
     "p": 0.04007583111524582,
     "m": 0.562191903591156
    },
    {
     "p": 0.09679678827524185,
     "m": 0.8603281378746033
    },
    {
     "p": 0.05404146388173103,
     "m": 0.9013392925262451
    },
    {
     "p": 0.09914563596248627,
     "m": 0.7902807593345642
    },
    {
     "p": 0.04304258152842522,
     "m": 1.0
    },
    {
     "p": 0.13271564245224,
     "m": 0.6225333213806152
    },
    {
     "p": 0.08885309845209122,
     "m": 1.0
    },
    {
     "p": 0.12294856458902359,
     "m": 0.5
    },
    {
     "p": 0.04056466370820999,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 3.620737075805664,
   "val_loss": 1.4544986486434937,
   "acc": 48.03,
   "time": 261.47207509196596,
   "param": [
    {
     "p": 0.08571536839008331,
     "m": 0.5
    },
    {
     "p": 0.08479651808738708,
     "m": 0.5
    },
    {
     "p": 0.09674882888793945,
     "m": 0.5
    },
    {
     "p": 0.08801892399787903,
     "m": 0.5841920971870422
    },
    {
     "p": 0.04610145464539528,
     "m": 0.17435559630393982
    },
    {
     "p": 0.04714865982532501,
     "m": 0.6466546654701233
    },
    {
     "p": 0.10866319388151169,
     "m": 0.6718142628669739
    },
    {
     "p": 0.09381674975156784,
     "m": 0.9701528549194336
    },
    {
     "p": 0.03573748096823692,
     "m": 0.9382582306861877
    },
    {
     "p": 0.07924564927816391,
     "m": 0.9171266555786133
    },
    {
     "p": 0.04788283631205559,
     "m": 0.8359655737876892
    },
    {
     "p": 0.10907050967216492,
     "m": 0.9990682601928711
    },
    {
     "p": 0.04287917912006378,
     "m": 0.5
    },
    {
     "p": 0.03417450562119484,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 3.215332508087158,
   "val_loss": 1.4712024927139282,
   "acc": 49.03,
   "time": 258.6383751370013,
   "param": [
    {
     "p": 0.0783240869641304,
     "m": 0.5
    },
    {
     "p": 0.05363667756319046,
     "m": 0.5
    },
    {
     "p": 0.11694228649139404,
     "m": 0.5
    },
    {
     "p": 0.05254245176911354,
     "m": 0.46733880043029785
    },
    {
     "p": 0.045485109090805054,
     "m": 0.18249528110027313
    },
    {
     "p": 0.12062203139066696,
     "m": 0.7091018557548523
    },
    {
     "p": 0.10274043679237366,
     "m": 0.502386748790741
    },
    {
     "p": 0.0926947146654129,
     "m": 0.8824827075004578
    },
    {
     "p": 0.024469943717122078,
     "m": 0.9006313681602478
    },
    {
     "p": 0.08477599918842316,
     "m": 0.955323338508606
    },
    {
     "p": 0.033632416278123856,
     "m": 0.8271759748458862
    },
    {
     "p": 0.1535319983959198,
     "m": 0.989468514919281
    },
    {
     "p": 0.028173483908176422,
     "m": 0.5
    },
    {
     "p": 0.012428301386535168,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 3.3043365478515625,
   "val_loss": 1.265761375427246,
   "acc": 52.2,
   "time": 248.17950649000704,
   "param": [
    {
     "p": 0.10397116094827652,
     "m": 0.5
    },
    {
     "p": 0.02454708144068718,
     "m": 0.5
    },
    {
     "p": 0.10341382026672363,
     "m": 0.5
    },
    {
     "p": 0.08614544570446014,
     "m": 0.4834895730018616
    },
    {
     "p": 0.039264775812625885,
     "m": 0.29517704248428345
    },
    {
     "p": 0.09280207008123398,
     "m": 0.7292788624763489
    },
    {
     "p": 0.12963451445102692,
     "m": 0.4392082393169403
    },
    {
     "p": 0.07008630037307739,
     "m": 0.8976637721061707
    },
    {
     "p": 0.019087903201580048,
     "m": 0.8690285682678223
    },
    {
     "p": 0.05271546170115471,
     "m": 0.9053317904472351
    },
    {
     "p": 0.029892832040786743,
     "m": 0.8631424903869629
    },
    {
     "p": 0.11626719683408737,
     "m": 0.8715736865997314
    },
    {
     "p": 0.015021823346614838,
     "m": 0.5
    },
    {
     "p": 0.11714961379766464,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 3.1829912662506104,
   "val_loss": 1.3048020601272583,
   "acc": 51.63,
   "time": 246.0143292179564,
   "param": [
    {
     "p": 0.10001625120639801,
     "m": 0.5
    },
    {
     "p": 0.0007111420854926109,
     "m": 0.5
    },
    {
     "p": 0.11077085137367249,
     "m": 0.5
    },
    {
     "p": 0.11016824096441269,
     "m": 0.6231122612953186
    },
    {
     "p": 0.0184385534375906,
     "m": 0.344074010848999
    },
    {
     "p": 0.07313063740730286,
     "m": 0.7960760593414307
    },
    {
     "p": 0.14226596057415009,
     "m": 0.6200196743011475
    },
    {
     "p": 0.09465097635984421,
     "m": 0.9183343052864075
    },
    {
     "p": 0.022111419588327408,
     "m": 0.8568655252456665
    },
    {
     "p": 0.064690500497818,
     "m": 0.9388377666473389
    },
    {
     "p": 0.028594959527254105,
     "m": 0.8511810302734375
    },
    {
     "p": 0.12548644840717316,
     "m": 0.9090621471405029
    },
    {
     "p": 0.0134394820779562,
     "m": 0.5
    },
    {
     "p": 0.09552456438541412,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 2.631903886795044,
   "val_loss": 1.3287876844406128,
   "acc": 54.78,
   "time": 251.31091034098063,
   "param": [
    {
     "p": 0.11766787618398666,
     "m": 0.5
    },
    {
     "p": 0.011517772451043129,
     "m": 0.5
    },
    {
     "p": 0.1373196542263031,
     "m": 0.5
    },
    {
     "p": 0.09487880021333694,
     "m": 0.5510604977607727
    },
    {
     "p": 0.03448692709207535,
     "m": 0.23643313348293304
    },
    {
     "p": 0.03614448755979538,
     "m": 0.7778282165527344
    },
    {
     "p": 0.13274753093719482,
     "m": 0.6792430281639099
    },
    {
     "p": 0.12081562727689743,
     "m": 0.9087842702865601
    },
    {
     "p": 0.022955477237701416,
     "m": 0.8720701336860657
    },
    {
     "p": 0.07064776122570038,
     "m": 0.9985164999961853
    },
    {
     "p": 0.013591131195425987,
     "m": 0.8391640782356262
    },
    {
     "p": 0.14721405506134033,
     "m": 0.9062273502349854
    },
    {
     "p": 0.010851811617612839,
     "m": 0.5
    },
    {
     "p": 0.04916103929281235,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 2.80759859085083,
   "val_loss": 1.4652915000915527,
   "acc": 50.88,
   "time": 248.95883402397158,
   "param": [
    {
     "p": 0.12874743342399597,
     "m": 0.5
    },
    {
     "p": 0.005197135731577873,
     "m": 0.5
    },
    {
     "p": 0.13571035861968994,
     "m": 0.5
    },
    {
     "p": 0.105021633207798,
     "m": 0.6643230319023132
    },
    {
     "p": 0.033702731132507324,
     "m": 0.10908084362745285
    },
    {
     "p": 0.031316306442022324,
     "m": 0.7957969307899475
    },
    {
     "p": 0.12582795321941376,
     "m": 0.6714942455291748
    },
    {
     "p": 0.11429093033075333,
     "m": 0.948167622089386
    },
    {
     "p": 0.019664529711008072,
     "m": 0.8876333236694336
    },
    {
     "p": 0.08808204531669617,
     "m": 0.9141549468040466
    },
    {
     "p": 0.02962668240070343,
     "m": 0.8666831254959106
    },
    {
     "p": 0.14705124497413635,
     "m": 0.9262271523475647
    },
    {
     "p": 0.01174220908433199,
     "m": 0.5
    },
    {
     "p": 0.024018744006752968,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 2.352241039276123,
   "val_loss": 1.4174805879592896,
   "acc": 53.8,
   "time": 245.5315225549857,
   "param": [
    {
     "p": 0.11760760098695755,
     "m": 0.5
    },
    {
     "p": 0.01046749111264944,
     "m": 0.5
    },
    {
     "p": 0.1044924408197403,
     "m": 0.5
    },
    {
     "p": 0.1308518350124359,
     "m": 0.6660056114196777
    },
    {
     "p": 0.04710622876882553,
     "m": 0.10000000149011612
    },
    {
     "p": 0.03498654440045357,
     "m": 0.8064542412757874
    },
    {
     "p": 0.13413231074810028,
     "m": 0.6788142323493958
    },
    {
     "p": 0.12703090906143188,
     "m": 0.924394428730011
    },
    {
     "p": 0.02029583416879177,
     "m": 0.8491993546485901
    },
    {
     "p": 0.07645971328020096,
     "m": 0.9603939652442932
    },
    {
     "p": 0.030921848490834236,
     "m": 0.9413259625434875
    },
    {
     "p": 0.15310710668563843,
     "m": 0.9668818116188049
    },
    {
     "p": 0.011825761757791042,
     "m": 0.5
    },
    {
     "p": 0.000714342575520277,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 2.5373685359954834,
   "val_loss": 1.2416815757751465,
   "acc": 56.22,
   "time": 257.3838371920283,
   "param": [
    {
     "p": 0.11013614386320114,
     "m": 0.5
    },
    {
     "p": 0.00758343143388629,
     "m": 0.5
    },
    {
     "p": 0.13823866844177246,
     "m": 0.5
    },
    {
     "p": 0.12036609649658203,
     "m": 0.6639828681945801
    },
    {
     "p": 0.03427813574671745,
     "m": 0.19402122497558594
    },
    {
     "p": 0.028377560898661613,
     "m": 0.7855405211448669
    },
    {
     "p": 0.13145720958709717,
     "m": 0.8173539042472839
    },
    {
     "p": 0.13122886419296265,
     "m": 0.8946273922920227
    },
    {
     "p": 0.015023427084088326,
     "m": 0.864325761795044
    },
    {
     "p": 0.06536727398633957,
     "m": 0.7956801056861877
    },
    {
     "p": 0.029415283352136612,
     "m": 0.9448255300521851
    },
    {
     "p": 0.12691208720207214,
     "m": 0.967400848865509
    },
    {
     "p": 0.012275738641619682,
     "m": 0.5
    },
    {
     "p": 0.049340102821588516,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 2.0638036727905273,
   "val_loss": 1.1876825094223022,
   "acc": 58.57,
   "time": 248.81000286497874,
   "param": [
    {
     "p": 0.12881483137607574,
     "m": 0.5
    },
    {
     "p": 0.0052961730398237705,
     "m": 0.5
    },
    {
     "p": 0.1373833417892456,
     "m": 0.5
    },
    {
     "p": 0.1025676354765892,
     "m": 0.673774003982544
    },
    {
     "p": 0.05087606608867645,
     "m": 0.2778524160385132
    },
    {
     "p": 0.02753831259906292,
     "m": 0.6861943602561951
    },
    {
     "p": 0.14794781804084778,
     "m": 0.780112087726593
    },
    {
     "p": 0.12322581559419632,
     "m": 0.8962160348892212
    },
    {
     "p": 0.020060531795024872,
     "m": 0.8999096155166626
    },
    {
     "p": 0.06953132152557373,
     "m": 0.776096522808075
    },
    {
     "p": 0.03201229125261307,
     "m": 0.9859920144081116
    },
    {
     "p": 0.1336563527584076,
     "m": 0.9848935008049011
    },
    {
     "p": 0.01258047018200159,
     "m": 0.5
    },
    {
     "p": 0.008509080857038498,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 2.2690348625183105,
   "val_loss": 1.0839065313339233,
   "acc": 59.91,
   "time": 247.4294010589947,
   "param": [
    {
     "p": 0.11329308152198792,
     "m": 0.5
    },
    {
     "p": 0.012052927166223526,
     "m": 0.5
    },
    {
     "p": 0.11937873065471649,
     "m": 0.5
    },
    {
     "p": 0.10213552415370941,
     "m": 0.7483240365982056
    },
    {
     "p": 0.033756159245967865,
     "m": 0.20961274206638336
    },
    {
     "p": 0.10978718101978302,
     "m": 0.6365683674812317
    },
    {
     "p": 0.13000203669071198,
     "m": 0.9481778144836426
    },
    {
     "p": 0.10885423421859741,
     "m": 0.9049479961395264
    },
    {
     "p": 0.020735321566462517,
     "m": 0.9321606755256653
    },
    {
     "p": 0.08879265189170837,
     "m": 0.9882363677024841
    },
    {
     "p": 0.019783267751336098,
     "m": 1.0
    },
    {
     "p": 0.11828777939081192,
     "m": 0.9885847568511963
    },
    {
     "p": 0.014117829501628876,
     "m": 0.5
    },
    {
     "p": 0.009023302234709263,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 2.2259016036987305,
   "val_loss": 1.1371992826461792,
   "acc": 59.66,
   "time": 254.88579168898286,
   "param": [
    {
     "p": 0.10872308909893036,
     "m": 0.5
    },
    {
     "p": 0.006249519996345043,
     "m": 0.5
    },
    {
     "p": 0.1313667595386505,
     "m": 0.5
    },
    {
     "p": 0.0986143946647644,
     "m": 0.7843184471130371
    },
    {
     "p": 0.04066119343042374,
     "m": 0.1387932449579239
    },
    {
     "p": 0.06543545424938202,
     "m": 0.6991190910339355
    },
    {
     "p": 0.12771117687225342,
     "m": 0.9575719237327576
    },
    {
     "p": 0.12486331909894943,
     "m": 0.9311288595199585
    },
    {
     "p": 0.02104831300675869,
     "m": 0.974765956401825
    },
    {
     "p": 0.08093734085559845,
     "m": 0.9886833429336548
    },
    {
     "p": 0.024946773424744606,
     "m": 0.9842127561569214
    },
    {
     "p": 0.1260964274406433,
     "m": 0.9512390494346619
    },
    {
     "p": 0.013482891023159027,
     "m": 0.5
    },
    {
     "p": 0.029863232746720314,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 1.9690847396850586,
   "val_loss": 1.0241106748580933,
   "acc": 61.58,
   "time": 246.3251330619678,
   "param": [
    {
     "p": 0.10567605495452881,
     "m": 0.5
    },
    {
     "p": 0.015663262456655502,
     "m": 0.5
    },
    {
     "p": 0.1517999917268753,
     "m": 0.5
    },
    {
     "p": 0.11308278143405914,
     "m": 0.833221435546875
    },
    {
     "p": 0.0431334525346756,
     "m": 0.19396834075450897
    },
    {
     "p": 0.01918737404048443,
     "m": 0.7258228659629822
    },
    {
     "p": 0.13439375162124634,
     "m": 0.9692206382751465
    },
    {
     "p": 0.121562659740448,
     "m": 0.9778537750244141
    },
    {
     "p": 0.031438197940588,
     "m": 1.0
    },
    {
     "p": 0.07587046921253204,
     "m": 0.9621124863624573
    },
    {
     "p": 0.026695678010582924,
     "m": 0.9784457087516785
    },
    {
     "p": 0.13729649782180786,
     "m": 1.0
    },
    {
     "p": 0.013803462497889996,
     "m": 0.5
    },
    {
     "p": 0.01039638090878725,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 1.8024241924285889,
   "val_loss": 1.031459093093872,
   "acc": 62.99,
   "time": 246.786827488977,
   "param": [
    {
     "p": 0.10794704407453537,
     "m": 0.5
    },
    {
     "p": 0.04155302792787552,
     "m": 0.5
    },
    {
     "p": 0.12105067819356918,
     "m": 0.5
    },
    {
     "p": 0.10084690898656845,
     "m": 0.8898304104804993
    },
    {
     "p": 0.04193644970655441,
     "m": 0.2324010282754898
    },
    {
     "p": 0.010538283735513687,
     "m": 0.7506008744239807
    },
    {
     "p": 0.13048416376113892,
     "m": 0.8917006850242615
    },
    {
     "p": 0.14283767342567444,
     "m": 0.9594016075134277
    },
    {
     "p": 0.018160797655582428,
     "m": 0.9538867473602295
    },
    {
     "p": 0.08886220306158066,
     "m": 1.0
    },
    {
     "p": 0.023090526461601257,
     "m": 0.9889346957206726
    },
    {
     "p": 0.13593710958957672,
     "m": 1.0
    },
    {
     "p": 0.02796155773103237,
     "m": 0.5
    },
    {
     "p": 0.008793609216809273,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 2.0245981216430664,
   "val_loss": 0.9782895445823669,
   "acc": 61.7,
   "time": 259.8157623379957,
   "param": [
    {
     "p": 0.11777839809656143,
     "m": 0.5
    },
    {
     "p": 0.017978500574827194,
     "m": 0.5
    },
    {
     "p": 0.14237065613269806,
     "m": 0.5
    },
    {
     "p": 0.11578424274921417,
     "m": 0.8778140544891357
    },
    {
     "p": 0.04027700424194336,
     "m": 0.26644566655158997
    },
    {
     "p": 0.012703497894108295,
     "m": 0.7901872396469116
    },
    {
     "p": 0.12106029689311981,
     "m": 0.9929147362709045
    },
    {
     "p": 0.11768188327550888,
     "m": 0.9704010486602783
    },
    {
     "p": 0.034823816269636154,
     "m": 0.9009904265403748
    },
    {
     "p": 0.07499825954437256,
     "m": 0.9409617185592651
    },
    {
     "p": 0.026940230280160904,
     "m": 0.978931188583374
    },
    {
     "p": 0.1335519254207611,
     "m": 0.9936529397964478
    },
    {
     "p": 0.014233053661882877,
     "m": 0.5
    },
    {
     "p": 0.029818300157785416,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 1.7731657028198242,
   "val_loss": 1.0591131448745728,
   "acc": 63.9,
   "time": 246.36612714396324,
   "param": [
    {
     "p": 0.09538564831018448,
     "m": 0.5
    },
    {
     "p": 0.006490095518529415,
     "m": 0.5
    },
    {
     "p": 0.14527413249015808,
     "m": 0.5
    },
    {
     "p": 0.13152742385864258,
     "m": 0.9268704056739807
    },
    {
     "p": 0.03782022371888161,
     "m": 0.21224091947078705
    },
    {
     "p": 0.014574202708899975,
     "m": 0.8292450308799744
    },
    {
     "p": 0.12503285706043243,
     "m": 0.9599564075469971
    },
    {
     "p": 0.14028604328632355,
     "m": 0.9738554358482361
    },
    {
     "p": 0.025314396247267723,
     "m": 0.9839152097702026
    },
    {
     "p": 0.08187424391508102,
     "m": 0.9945278763771057
    },
    {
     "p": 0.028749773278832436,
     "m": 0.9919081330299377
    },
    {
     "p": 0.14293554425239563,
     "m": 1.0
    },
    {
     "p": 0.013542674481868744,
     "m": 0.5
    },
    {
     "p": 0.011192716658115387,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 2.3782384395599365,
   "val_loss": 1.0084564685821533,
   "acc": 63.64,
   "time": 253.85089547000825,
   "param": [
    {
     "p": 0.11107455939054489,
     "m": 0.5
    },
    {
     "p": 0.01673308201134205,
     "m": 0.5
    },
    {
     "p": 0.1268128603696823,
     "m": 0.5
    },
    {
     "p": 0.11488761752843857,
     "m": 0.8898348808288574
    },
    {
     "p": 0.041843563318252563,
     "m": 0.33830714225769043
    },
    {
     "p": 0.0115128792822361,
     "m": 0.958530843257904
    },
    {
     "p": 0.14768557250499725,
     "m": 1.0
    },
    {
     "p": 0.12692023813724518,
     "m": 0.997511625289917
    },
    {
     "p": 0.023658284917473793,
     "m": 0.9847001433372498
    },
    {
     "p": 0.0858459547162056,
     "m": 0.9401909112930298
    },
    {
     "p": 0.02809523604810238,
     "m": 0.9402582049369812
    },
    {
     "p": 0.13865141570568085,
     "m": 1.0
    },
    {
     "p": 0.012315921485424042,
     "m": 0.5
    },
    {
     "p": 0.013962777331471443,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 1.9181411266326904,
   "val_loss": 1.0100189447402954,
   "acc": 64.04,
   "time": 249.19331085501472,
   "param": [
    {
     "p": 0.11153610795736313,
     "m": 0.5
    },
    {
     "p": 0.00891623180359602,
     "m": 0.5
    },
    {
     "p": 0.14336754381656647,
     "m": 0.5
    },
    {
     "p": 0.11252933740615845,
     "m": 0.9472104907035828
    },
    {
     "p": 0.05307455733418465,
     "m": 0.5261070728302002
    },
    {
     "p": 0.0007009752443991601,
     "m": 0.9795851707458496
    },
    {
     "p": 0.1414635330438614,
     "m": 0.9851652383804321
    },
    {
     "p": 0.11030200868844986,
     "m": 0.8585426211357117
    },
    {
     "p": 0.019755249843001366,
     "m": 1.0
    },
    {
     "p": 0.09691382944583893,
     "m": 0.9158547520637512
    },
    {
     "p": 0.030532080680131912,
     "m": 0.9221126437187195
    },
    {
     "p": 0.14407429099082947,
     "m": 0.9974991083145142
    },
    {
     "p": 0.014055521227419376,
     "m": 0.5
    },
    {
     "p": 0.012778671458363533,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 2.182335615158081,
   "val_loss": 0.9207584857940674,
   "acc": 65.64,
   "time": 249.61603707104223,
   "param": [
    {
     "p": 0.10786259919404984,
     "m": 0.5
    },
    {
     "p": 0.012470404617488384,
     "m": 0.5
    },
    {
     "p": 0.1294456422328949,
     "m": 0.5
    },
    {
     "p": 0.10967138409614563,
     "m": 0.9012984037399292
    },
    {
     "p": 0.046485867351293564,
     "m": 0.5446450710296631
    },
    {
     "p": 0.03529457002878189,
     "m": 0.8536396026611328
    },
    {
     "p": 0.12987516820430756,
     "m": 0.9155260920524597
    },
    {
     "p": 0.13673461973667145,
     "m": 0.9484735131263733
    },
    {
     "p": 0.018367141485214233,
     "m": 0.9920417070388794
    },
    {
     "p": 0.09560227394104004,
     "m": 0.905975341796875
    },
    {
     "p": 0.032283104956150055,
     "m": 0.958085834980011
    },
    {
     "p": 0.1261046677827835,
     "m": 0.9970560073852539
    },
    {
     "p": 0.008781353011727333,
     "m": 0.5
    },
    {
     "p": 0.011021072044968605,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 1.7817578315734863,
   "val_loss": 1.1192268133163452,
   "acc": 62.85,
   "time": 247.70149904099526,
   "param": [
    {
     "p": 0.11783432960510254,
     "m": 0.5
    },
    {
     "p": 0.009103775024414062,
     "m": 0.5
    },
    {
     "p": 0.14289867877960205,
     "m": 0.5
    },
    {
     "p": 0.1136123538017273,
     "m": 0.8658993244171143
    },
    {
     "p": 0.05063819885253906,
     "m": 0.534723162651062
    },
    {
     "p": 0.012475265190005302,
     "m": 0.7999541759490967
    },
    {
     "p": 0.1178676038980484,
     "m": 0.8923456072807312
    },
    {
     "p": 0.1290482133626938,
     "m": 0.900110125541687
    },
    {
     "p": 0.025041107088327408,
     "m": 0.9211163520812988
    },
    {
     "p": 0.09297381341457367,
     "m": 0.991428554058075
    },
    {
     "p": 0.027434103190898895,
     "m": 0.8612580895423889
    },
    {
     "p": 0.1325027197599411,
     "m": 1.0
    },
    {
     "p": 0.014965461567044258,
     "m": 0.5
    },
    {
     "p": 0.013604387640953064,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 1.7259602546691895,
   "val_loss": 1.072076678276062,
   "acc": 65.42,
   "time": 255.10528020199854,
   "param": [
    {
     "p": 0.10747488588094711,
     "m": 0.5
    },
    {
     "p": 0.004212565254420042,
     "m": 0.5
    },
    {
     "p": 0.13654865324497223,
     "m": 0.5
    },
    {
     "p": 0.12060785293579102,
     "m": 0.8065000772476196
    },
    {
     "p": 0.03648749366402626,
     "m": 0.30768659710884094
    },
    {
     "p": 0.01200651004910469,
     "m": 0.7861157059669495
    },
    {
     "p": 0.14975832402706146,
     "m": 0.9575095772743225
    },
    {
     "p": 0.12876489758491516,
     "m": 0.9863719344139099
    },
    {
     "p": 0.021533751860260963,
     "m": 0.812239944934845
    },
    {
     "p": 0.10076946765184402,
     "m": 0.9954560995101929
    },
    {
     "p": 0.014790722168982029,
     "m": 0.8908898830413818
    },
    {
     "p": 0.13561376929283142,
     "m": 1.0
    },
    {
     "p": 0.016999121755361557,
     "m": 0.5
    },
    {
     "p": 0.014432038180530071,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 1.396025538444519,
   "val_loss": 1.082192301750183,
   "acc": 65.69,
   "time": 257.59334431699244,
   "param": [
    {
     "p": 0.12877564132213593,
     "m": 0.5
    },
    {
     "p": 0.011664802208542824,
     "m": 0.5
    },
    {
     "p": 0.142446830868721,
     "m": 0.5
    },
    {
     "p": 0.112025685608387,
     "m": 0.8457117676734924
    },
    {
     "p": 0.0445609875023365,
     "m": 0.31268906593322754
    },
    {
     "p": 0.013781103305518627,
     "m": 0.7903176546096802
    },
    {
     "p": 0.13270121812820435,
     "m": 1.0
    },
    {
     "p": 0.14082568883895874,
     "m": 0.9956573247909546
    },
    {
     "p": 0.019328486174345016,
     "m": 0.7854341268539429
    },
    {
     "p": 0.07698513567447662,
     "m": 0.9252806901931763
    },
    {
     "p": 0.024092791602015495,
     "m": 0.8953271508216858
    },
    {
     "p": 0.13321790099143982,
     "m": 0.9928449988365173
    },
    {
     "p": 0.009374730288982391,
     "m": 0.5
    },
    {
     "p": 0.010219034738838673,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 1.5505377054214478,
   "val_loss": 0.951389729976654,
   "acc": 65.86,
   "time": 251.26616256096167,
   "param": [
    {
     "p": 0.11649136245250702,
     "m": 0.5
    },
    {
     "p": 0.008241419680416584,
     "m": 0.5
    },
    {
     "p": 0.13377001881599426,
     "m": 0.5
    },
    {
     "p": 0.1065531000494957,
     "m": 0.903489351272583
    },
    {
     "p": 0.03245420381426811,
     "m": 0.24612274765968323
    },
    {
     "p": 0.020238468423485756,
     "m": 0.8478567004203796
    },
    {
     "p": 0.14049600064754486,
     "m": 0.9905831217765808
    },
    {
     "p": 0.12283053249120712,
     "m": 0.9940082430839539
    },
    {
     "p": 0.02216007001698017,
     "m": 0.9003512263298035
    },
    {
     "p": 0.09705504775047302,
     "m": 0.9438236355781555
    },
    {
     "p": 0.033796750009059906,
     "m": 1.0
    },
    {
     "p": 0.13623809814453125,
     "m": 0.9590209126472473
    },
    {
     "p": 0.014939995482563972,
     "m": 0.5
    },
    {
     "p": 0.014734853059053421,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 1.5239450931549072,
   "val_loss": 0.9842455983161926,
   "acc": 65.07,
   "time": 251.2600914229988,
   "param": [
    {
     "p": 0.12029904127120972,
     "m": 0.5
    },
    {
     "p": 0.01149812713265419,
     "m": 0.5
    },
    {
     "p": 0.14745253324508667,
     "m": 0.5
    },
    {
     "p": 0.11111363023519516,
     "m": 0.9704917073249817
    },
    {
     "p": 0.04269416630268097,
     "m": 0.28498396277427673
    },
    {
     "p": 0.011328320018947124,
     "m": 0.8665353655815125
    },
    {
     "p": 0.149518683552742,
     "m": 0.9860381484031677
    },
    {
     "p": 0.13184408843517303,
     "m": 0.9986913204193115
    },
    {
     "p": 0.02300039865076542,
     "m": 0.8240383863449097
    },
    {
     "p": 0.08042088896036148,
     "m": 0.9346339106559753
    },
    {
     "p": 0.032467860728502274,
     "m": 0.9605441689491272
    },
    {
     "p": 0.11284540593624115,
     "m": 0.9910615086555481
    },
    {
     "p": 0.010145139880478382,
     "m": 0.5
    },
    {
     "p": 0.015371759422123432,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 1.2922358512878418,
   "val_loss": 0.8885719180107117,
   "acc": 65.91,
   "time": 245.9906363170012,
   "param": [
    {
     "p": 0.11048854142427444,
     "m": 0.5
    },
    {
     "p": 0.009651372209191322,
     "m": 0.5
    },
    {
     "p": 0.12398380786180496,
     "m": 0.5
    },
    {
     "p": 0.10376341640949249,
     "m": 0.9806410074234009
    },
    {
     "p": 0.038700465112924576,
     "m": 0.2732143700122833
    },
    {
     "p": 0.08862057328224182,
     "m": 0.8112756013870239
    },
    {
     "p": 0.12047883123159409,
     "m": 0.9966935515403748
    },
    {
     "p": 0.12779930233955383,
     "m": 0.9465504288673401
    },
    {
     "p": 0.019029563292860985,
     "m": 0.8473430871963501
    },
    {
     "p": 0.08408806473016739,
     "m": 0.9580250978469849
    },
    {
     "p": 0.02377789467573166,
     "m": 0.8939191699028015
    },
    {
     "p": 0.13334622979164124,
     "m": 0.9999838471412659
    },
    {
     "p": 0.009894912131130695,
     "m": 0.5
    },
    {
     "p": 0.0063769640401005745,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 1.4195773601531982,
   "val_loss": 0.9665133953094482,
   "acc": 67.02,
   "time": 256.85816901398357,
   "param": [
    {
     "p": 0.10893247276544571,
     "m": 0.5
    },
    {
     "p": 0.005647533573210239,
     "m": 0.5
    },
    {
     "p": 0.13174912333488464,
     "m": 0.5
    },
    {
     "p": 0.12638747692108154,
     "m": 0.9954027533531189
    },
    {
     "p": 0.05311252921819687,
     "m": 0.48851847648620605
    },
    {
     "p": 0.014266105368733406,
     "m": 0.7844398617744446
    },
    {
     "p": 0.13958629965782166,
     "m": 0.9393263459205627
    },
    {
     "p": 0.11026792973279953,
     "m": 0.8702806830406189
    },
    {
     "p": 0.024355407804250717,
     "m": 0.906050443649292
    },
    {
     "p": 0.09368445724248886,
     "m": 1.0
    },
    {
     "p": 0.026205722242593765,
     "m": 0.8912360072135925
    },
    {
     "p": 0.13323156535625458,
     "m": 1.0
    },
    {
     "p": 0.018418991938233376,
     "m": 0.5
    },
    {
     "p": 0.014154342003166676,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 1.4586122035980225,
   "val_loss": 1.0360851287841797,
   "acc": 67.04,
   "time": 245.15489200898446,
   "param": [
    {
     "p": 0.1197267398238182,
     "m": 0.5
    },
    {
     "p": 0.01347897108644247,
     "m": 0.5
    },
    {
     "p": 0.15057943761348724,
     "m": 0.5
    },
    {
     "p": 0.11379323154687881,
     "m": 0.8162209987640381
    },
    {
     "p": 0.043122753500938416,
     "m": 0.4016886055469513
    },
    {
     "p": 0.011964131146669388,
     "m": 0.849071741104126
    },
    {
     "p": 0.12396495044231415,
     "m": 0.997114360332489
    },
    {
     "p": 0.12510952353477478,
     "m": 0.9247295260429382
    },
    {
     "p": 0.025821195915341377,
     "m": 0.8534131050109863
    },
    {
     "p": 0.08903604745864868,
     "m": 1.0
    },
    {
     "p": 0.03434789180755615,
     "m": 0.8738236427307129
    },
    {
     "p": 0.13426473736763,
     "m": 1.0
    },
    {
     "p": 0.0007016015006229281,
     "m": 0.5
    },
    {
     "p": 0.014088807627558708,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 1.2440787553787231,
   "val_loss": 0.9315696954727173,
   "acc": 67.25,
   "time": 248.36657321697567,
   "param": [
    {
     "p": 0.12033401429653168,
     "m": 0.5
    },
    {
     "p": 0.011754019185900688,
     "m": 0.5
    },
    {
     "p": 0.15040737390518188,
     "m": 0.5
    },
    {
     "p": 0.09798747301101685,
     "m": 0.7170403599739075
    },
    {
     "p": 0.04099252447485924,
     "m": 0.40244024991989136
    },
    {
     "p": 0.008380829356610775,
     "m": 0.8532233238220215
    },
    {
     "p": 0.12533578276634216,
     "m": 0.9611736536026001
    },
    {
     "p": 0.1391414850950241,
     "m": 0.9748753905296326
    },
    {
     "p": 0.031510915607213974,
     "m": 0.7464431524276733
    },
    {
     "p": 0.078493133187294,
     "m": 0.9838716983795166
    },
    {
     "p": 0.03584517538547516,
     "m": 0.8792747855186462
    },
    {
     "p": 0.12451563030481339,
     "m": 1.0
    },
    {
     "p": 0.01820586621761322,
     "m": 0.5
    },
    {
     "p": 0.01709575578570366,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 1.8111510276794434,
   "val_loss": 1.0059478282928467,
   "acc": 65.17,
   "time": 247.74148310301825,
   "param": [
    {
     "p": 0.12739233672618866,
     "m": 0.5
    },
    {
     "p": 0.010351923294365406,
     "m": 0.5
    },
    {
     "p": 0.1394025981426239,
     "m": 0.5
    },
    {
     "p": 0.11242082715034485,
     "m": 0.7163825631141663
    },
    {
     "p": 0.040236473083496094,
     "m": 0.37313312292099
    },
    {
     "p": 0.008740980178117752,
     "m": 0.8880449533462524
    },
    {
     "p": 0.12753163278102875,
     "m": 0.9886204600334167
    },
    {
     "p": 0.13514158129692078,
     "m": 0.9708494544029236
    },
    {
     "p": 0.014713095501065254,
     "m": 0.9142026305198669
    },
    {
     "p": 0.08673059195280075,
     "m": 0.9885712265968323
    },
    {
     "p": 0.03039848804473877,
     "m": 0.9306865930557251
    },
    {
     "p": 0.12941771745681763,
     "m": 0.9980396032333374
    },
    {
     "p": 0.01190535444766283,
     "m": 0.5
    },
    {
     "p": 0.025616414844989777,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 1.838186502456665,
   "val_loss": 0.9783229231834412,
   "acc": 67.59,
   "time": 242.36418318899814,
   "param": [
    {
     "p": 0.08731316775083542,
     "m": 0.5
    },
    {
     "p": 0.00783851370215416,
     "m": 0.5
    },
    {
     "p": 0.14067184925079346,
     "m": 0.5
    },
    {
     "p": 0.08763919770717621,
     "m": 0.7801669836044312
    },
    {
     "p": 0.037939105182886124,
     "m": 0.4860168993473053
    },
    {
     "p": 0.009695190005004406,
     "m": 0.8596621751785278
    },
    {
     "p": 0.13296526670455933,
     "m": 0.9294161796569824
    },
    {
     "p": 0.13004368543624878,
     "m": 0.9969221353530884
    },
    {
     "p": 0.08579768240451813,
     "m": 0.9994311928749084
    },
    {
     "p": 0.0910077914595604,
     "m": 0.9923730492591858
    },
    {
     "p": 0.034859124571084976,
     "m": 0.9124472141265869
    },
    {
     "p": 0.12859879434108734,
     "m": 1.0
    },
    {
     "p": 0.013344578444957733,
     "m": 0.5
    },
    {
     "p": 0.012286008335649967,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 1.6686656475067139,
   "val_loss": 0.952735185623169,
   "acc": 66.88,
   "time": 249.166231264011,
   "param": [
    {
     "p": 0.11957523226737976,
     "m": 0.5
    },
    {
     "p": 0.01047348603606224,
     "m": 0.5
    },
    {
     "p": 0.13164937496185303,
     "m": 0.5
    },
    {
     "p": 0.10936835408210754,
     "m": 0.7566302418708801
    },
    {
     "p": 0.05368031933903694,
     "m": 0.44158482551574707
    },
    {
     "p": 0.02533295564353466,
     "m": 0.9137808084487915
    },
    {
     "p": 0.09586390107870102,
     "m": 0.9628461003303528
    },
    {
     "p": 0.13917452096939087,
     "m": 0.9789407253265381
    },
    {
     "p": 0.023610975593328476,
     "m": 0.9780900478363037
    },
    {
     "p": 0.0910848081111908,
     "m": 0.9954807758331299
    },
    {
     "p": 0.029599113389849663,
     "m": 0.9263606667518616
    },
    {
     "p": 0.13977603614330292,
     "m": 1.0
    },
    {
     "p": 0.013983577489852905,
     "m": 0.5
    },
    {
     "p": 0.016827331855893135,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 1.4029874801635742,
   "val_loss": 0.9303610324859619,
   "acc": 66.65,
   "time": 245.43781335902167,
   "param": [
    {
     "p": 0.12004470080137253,
     "m": 0.5
    },
    {
     "p": 0.009752677753567696,
     "m": 0.5
    },
    {
     "p": 0.1566852480173111,
     "m": 0.5
    },
    {
     "p": 0.11483658850193024,
     "m": 0.716530978679657
    },
    {
     "p": 0.04365307092666626,
     "m": 0.3443964421749115
    },
    {
     "p": 0.009808643721044064,
     "m": 0.906844437122345
    },
    {
     "p": 0.15001840889453888,
     "m": 1.0
    },
    {
     "p": 0.12229572981595993,
     "m": 0.881361722946167
    },
    {
     "p": 0.009028803557157516,
     "m": 0.9660763740539551
    },
    {
     "p": 0.07989501953125,
     "m": 0.9512900114059448
    },
    {
     "p": 0.017297696322202682,
     "m": 0.9703375697135925
    },
    {
     "p": 0.1382984071969986,
     "m": 1.0
    },
    {
     "p": 0.010307813063263893,
     "m": 0.5
    },
    {
     "p": 0.01807725429534912,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 1.7233446836471558,
   "val_loss": 1.0460234880447388,
   "acc": 66.77,
   "time": 242.42702870402718,
   "param": [
    {
     "p": 0.10453195869922638,
     "m": 0.5
    },
    {
     "p": 0.011504708789288998,
     "m": 0.5
    },
    {
     "p": 0.13347993791103363,
     "m": 0.5
    },
    {
     "p": 0.12456773221492767,
     "m": 0.7808995246887207
    },
    {
     "p": 0.05632773041725159,
     "m": 0.4659274220466614
    },
    {
     "p": 0.011148331686854362,
     "m": 0.8509572744369507
    },
    {
     "p": 0.12721778452396393,
     "m": 0.9407607316970825
    },
    {
     "p": 0.13097412884235382,
     "m": 0.7284743189811707
    },
    {
     "p": 0.008772912435233593,
     "m": 0.977652907371521
    },
    {
     "p": 0.0795164406299591,
     "m": 0.9716706871986389
    },
    {
     "p": 0.030765563249588013,
     "m": 0.8082407116889954
    },
    {
     "p": 0.151815265417099,
     "m": 1.0
    },
    {
     "p": 0.015442145988345146,
     "m": 0.5
    },
    {
     "p": 0.013935312628746033,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 1.026999592781067,
   "val_loss": 0.9515237212181091,
   "acc": 66.98,
   "time": 245.50457050499972,
   "param": [
    {
     "p": 0.10207519680261612,
     "m": 0.5
    },
    {
     "p": 0.010992242954671383,
     "m": 0.5
    },
    {
     "p": 0.15401031076908112,
     "m": 0.5
    },
    {
     "p": 0.10924731940031052,
     "m": 0.7105814218521118
    },
    {
     "p": 0.057150207459926605,
     "m": 0.3503749966621399
    },
    {
     "p": 0.01410661917179823,
     "m": 0.7698935866355896
    },
    {
     "p": 0.12680642306804657,
     "m": 0.9346159100532532
    },
    {
     "p": 0.14344367384910583,
     "m": 0.9155616164207458
    },
    {
     "p": 0.006030651740729809,
     "m": 0.9684233069419861
    },
    {
     "p": 0.09876459836959839,
     "m": 0.9952129125595093
    },
    {
     "p": 0.040110692381858826,
     "m": 0.8136224150657654
    },
    {
     "p": 0.11131593585014343,
     "m": 1.0
    },
    {
     "p": 0.01072255615144968,
     "m": 0.5
    },
    {
     "p": 0.01522346306592226,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 1.4000681638717651,
   "val_loss": 0.9786175489425659,
   "acc": 68.26,
   "time": 241.20421076903585,
   "param": [
    {
     "p": 0.09649383276700974,
     "m": 0.5
    },
    {
     "p": 0.009857816621661186,
     "m": 0.5
    },
    {
     "p": 0.13959045708179474,
     "m": 0.5
    },
    {
     "p": 0.1094265729188919,
     "m": 0.6294762492179871
    },
    {
     "p": 0.05650060623884201,
     "m": 0.3590169847011566
    },
    {
     "p": 0.01664792001247406,
     "m": 0.8899394273757935
    },
    {
     "p": 0.1432858258485794,
     "m": 0.9224960207939148
    },
    {
     "p": 0.13067573308944702,
     "m": 0.8850989937782288
    },
    {
     "p": 0.008682506158947945,
     "m": 1.0
    },
    {
     "p": 0.09153300523757935,
     "m": 0.9415901899337769
    },
    {
     "p": 0.033100277185440063,
     "m": 0.8505398631095886
    },
    {
     "p": 0.13859055936336517,
     "m": 0.9777119159698486
    },
    {
     "p": 0.013814705424010754,
     "m": 0.5
    },
    {
     "p": 0.011800238862633705,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 1.0500024557113647,
   "val_loss": 0.9209429025650024,
   "acc": 68.42,
   "time": 245.8831455350155,
   "param": [
    {
     "p": 0.12099458277225494,
     "m": 0.5
    },
    {
     "p": 0.019268613308668137,
     "m": 0.5
    },
    {
     "p": 0.15030287206172943,
     "m": 0.5
    },
    {
     "p": 0.13152030110359192,
     "m": 0.8743937015533447
    },
    {
     "p": 0.05265949293971062,
     "m": 0.36070212721824646
    },
    {
     "p": 0.007625919301062822,
     "m": 0.7667422890663147
    },
    {
     "p": 0.12368788570165634,
     "m": 1.0
    },
    {
     "p": 0.12993288040161133,
     "m": 0.9041524529457092
    },
    {
     "p": 0.019605815410614014,
     "m": 0.9698299169540405
    },
    {
     "p": 0.07970049232244492,
     "m": 0.9918444156646729
    },
    {
     "p": 0.03265447914600372,
     "m": 0.7384946942329407
    },
    {
     "p": 0.10432210564613342,
     "m": 1.0
    },
    {
     "p": 0.010836196132004261,
     "m": 0.5
    },
    {
     "p": 0.016888359561562538,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 1.3891538381576538,
   "val_loss": 1.0123584270477295,
   "acc": 68.23,
   "time": 244.41652288200567,
   "param": [
    {
     "p": 0.1259744018316269,
     "m": 0.5
    },
    {
     "p": 0.014532072469592094,
     "m": 0.5
    },
    {
     "p": 0.14141260087490082,
     "m": 0.5
    },
    {
     "p": 0.08329218626022339,
     "m": 0.8820510506629944
    },
    {
     "p": 0.06283190846443176,
     "m": 0.39810648560523987
    },
    {
     "p": 0.013695977628231049,
     "m": 0.7379928231239319
    },
    {
     "p": 0.1344538778066635,
     "m": 0.9584678411483765
    },
    {
     "p": 0.13022886216640472,
     "m": 0.8326529264450073
    },
    {
     "p": 0.008116223849356174,
     "m": 1.0
    },
    {
     "p": 0.08887419104576111,
     "m": 1.0
    },
    {
     "p": 0.03775641694664955,
     "m": 0.8461036682128906
    },
    {
     "p": 0.13476578891277313,
     "m": 1.0
    },
    {
     "p": 0.01611066609621048,
     "m": 0.5
    },
    {
     "p": 0.007954755797982216,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 1.443403959274292,
   "val_loss": 1.025251030921936,
   "acc": 69.15,
   "time": 244.60293627000647,
   "param": [
    {
     "p": 0.09816571325063705,
     "m": 0.5
    },
    {
     "p": 0.008475684560835361,
     "m": 0.5
    },
    {
     "p": 0.13857297599315643,
     "m": 0.5
    },
    {
     "p": 0.12654489278793335,
     "m": 0.9852060079574585
    },
    {
     "p": 0.05383991077542305,
     "m": 0.2803075611591339
    },
    {
     "p": 0.02951456978917122,
     "m": 0.6900668740272522
    },
    {
     "p": 0.10028718411922455,
     "m": 0.8867175579071045
    },
    {
     "p": 0.12258429080247879,
     "m": 0.8023353815078735
    },
    {
     "p": 0.0715942457318306,
     "m": 1.0
    },
    {
     "p": 0.08605188131332397,
     "m": 1.0
    },
    {
     "p": 0.02842104434967041,
     "m": 0.9175677299499512
    },
    {
     "p": 0.12286460399627686,
     "m": 0.9934316277503967
    },
    {
     "p": 0.00485296780243516,
     "m": 0.5
    },
    {
     "p": 0.008230099454522133,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 1.200359582901001,
   "val_loss": 1.0464726686477661,
   "acc": 68.91,
   "time": 247.98515035200398,
   "param": [
    {
     "p": 0.11313706636428833,
     "m": 0.5
    },
    {
     "p": 0.00785679742693901,
     "m": 0.5
    },
    {
     "p": 0.13478320837020874,
     "m": 0.5
    },
    {
     "p": 0.12342733144760132,
     "m": 0.78620845079422
    },
    {
     "p": 0.06292115151882172,
     "m": 0.29669129848480225
    },
    {
     "p": 0.014086155220866203,
     "m": 0.6319393515586853
    },
    {
     "p": 0.12985973060131073,
     "m": 0.8898845314979553
    },
    {
     "p": 0.11698794364929199,
     "m": 0.7453040480613708
    },
    {
     "p": 0.010161197744309902,
     "m": 1.0
    },
    {
     "p": 0.09571266919374466,
     "m": 0.9664280414581299
    },
    {
     "p": 0.044824499636888504,
     "m": 0.7800405025482178
    },
    {
     "p": 0.11592795699834824,
     "m": 0.993354082107544
    },
    {
     "p": 0.01440128218382597,
     "m": 0.5
    },
    {
     "p": 0.015913106501102448,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 1.5098443031311035,
   "val_loss": 0.9071728587150574,
   "acc": 69.28,
   "time": 250.68867124203825,
   "param": [
    {
     "p": 0.12144099920988083,
     "m": 0.5
    },
    {
     "p": 0.011249367147684097,
     "m": 0.5
    },
    {
     "p": 0.14112010598182678,
     "m": 0.5
    },
    {
     "p": 0.12143592536449432,
     "m": 0.6603367924690247
    },
    {
     "p": 0.049375150352716446,
     "m": 0.27465665340423584
    },
    {
     "p": 0.015033436939120293,
     "m": 0.5943570733070374
    },
    {
     "p": 0.10571213811635971,
     "m": 0.9365859627723694
    },
    {
     "p": 0.1369244009256363,
     "m": 0.646881639957428
    },
    {
     "p": 0.0076570454984903336,
     "m": 0.9804195165634155
    },
    {
     "p": 0.07963833957910538,
     "m": 0.9730634689331055
    },
    {
     "p": 0.041769009083509445,
     "m": 0.8594906330108643
    },
    {
     "p": 0.13754510879516602,
     "m": 1.0
    },
    {
     "p": 0.00916406512260437,
     "m": 0.5
    },
    {
     "p": 0.02193494327366352,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 1.2219425439834595,
   "val_loss": 1.0402014255523682,
   "acc": 68.0,
   "time": 241.72139805101324,
   "param": [
    {
     "p": 0.10621525347232819,
     "m": 0.5
    },
    {
     "p": 0.015321155078709126,
     "m": 0.5
    },
    {
     "p": 0.13830073177814484,
     "m": 0.5
    },
    {
     "p": 0.1152421236038208,
     "m": 0.605521023273468
    },
    {
     "p": 0.06379475444555283,
     "m": 0.21403063833713531
    },
    {
     "p": 0.009089868515729904,
     "m": 0.47514069080352783
    },
    {
     "p": 0.13229618966579437,
     "m": 1.0
    },
    {
     "p": 0.13443712890148163,
     "m": 0.7708566188812256
    },
    {
     "p": 0.0056346720084548,
     "m": 0.9512391090393066
    },
    {
     "p": 0.10218363255262375,
     "m": 0.9968183040618896
    },
    {
     "p": 0.023953931406140327,
     "m": 0.867253303527832
    },
    {
     "p": 0.12312118709087372,
     "m": 1.0
    },
    {
     "p": 0.013571877032518387,
     "m": 0.5
    },
    {
     "p": 0.016837507486343384,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 1.3576364517211914,
   "val_loss": 0.9210656881332397,
   "acc": 69.03,
   "time": 249.5840303709847,
   "param": [
    {
     "p": 0.10776315629482269,
     "m": 0.5
    },
    {
     "p": 0.014631878584623337,
     "m": 0.5
    },
    {
     "p": 0.13475486636161804,
     "m": 0.5
    },
    {
     "p": 0.11705315113067627,
     "m": 0.6166561841964722
    },
    {
     "p": 0.05516066774725914,
     "m": 0.25651106238365173
    },
    {
     "p": 0.01892916113138199,
     "m": 0.5891473889350891
    },
    {
     "p": 0.1433079093694687,
     "m": 0.8854472637176514
    },
    {
     "p": 0.1357850581407547,
     "m": 0.839015781879425
    },
    {
     "p": 0.01019869465380907,
     "m": 0.9823009967803955
    },
    {
     "p": 0.09381880611181259,
     "m": 1.0
    },
    {
     "p": 0.023324795067310333,
     "m": 0.9119831323623657
    },
    {
     "p": 0.10852041840553284,
     "m": 0.9995461106300354
    },
    {
     "p": 0.014040310867130756,
     "m": 0.5
    },
    {
     "p": 0.02271105907857418,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 1.0849552154541016,
   "val_loss": 1.0296069383621216,
   "acc": 68.42,
   "time": 245.4697561490466,
   "param": [
    {
     "p": 0.11131283640861511,
     "m": 0.5
    },
    {
     "p": 0.010035430081188679,
     "m": 0.5
    },
    {
     "p": 0.12935380637645721,
     "m": 0.5
    },
    {
     "p": 0.11302224546670914,
     "m": 0.588470458984375
    },
    {
     "p": 0.06778117269277573,
     "m": 0.1576555222272873
    },
    {
     "p": 0.015318365767598152,
     "m": 0.5828232765197754
    },
    {
     "p": 0.12792623043060303,
     "m": 0.8711234331130981
    },
    {
     "p": 0.11098252981901169,
     "m": 0.7185691595077515
    },
    {
     "p": 0.006485327612608671,
     "m": 0.9907914996147156
    },
    {
     "p": 0.10966867208480835,
     "m": 1.0
    },
    {
     "p": 0.03967956826090813,
     "m": 0.8250497579574585
    },
    {
     "p": 0.13248738646507263,
     "m": 1.0
    },
    {
     "p": 0.009658921509981155,
     "m": 0.5
    },
    {
     "p": 0.016287531703710556,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 0.8626492619514465,
   "val_loss": 0.8061332702636719,
   "acc": 69.51,
   "time": 246.71102672501002,
   "param": [
    {
     "p": 0.09009525179862976,
     "m": 0.5
    },
    {
     "p": 0.016574405133724213,
     "m": 0.5
    },
    {
     "p": 0.14474795758724213,
     "m": 0.5
    },
    {
     "p": 0.10984916985034943,
     "m": 0.6525798439979553
    },
    {
     "p": 0.05813422426581383,
     "m": 0.26402747631073
    },
    {
     "p": 0.015204786323010921,
     "m": 0.5854666233062744
    },
    {
     "p": 0.12732768058776855,
     "m": 0.9187451004981995
    },
    {
     "p": 0.1356632113456726,
     "m": 0.7282597422599792
    },
    {
     "p": 0.006482802331447601,
     "m": 0.961793065071106
    },
    {
     "p": 0.10737393796443939,
     "m": 0.9560153484344482
    },
    {
     "p": 0.0330503024160862,
     "m": 0.8735474348068237
    },
    {
     "p": 0.12533263862133026,
     "m": 1.0
    },
    {
     "p": 0.007014196366071701,
     "m": 0.5
    },
    {
     "p": 0.023149454966187477,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 1.4795010089874268,
   "val_loss": 1.0601292848587036,
   "acc": 69.58,
   "time": 246.43475029501133,
   "param": [
    {
     "p": 0.09455446898937225,
     "m": 0.5
    },
    {
     "p": 0.060111429542303085,
     "m": 0.5
    },
    {
     "p": 0.14731571078300476,
     "m": 0.5
    },
    {
     "p": 0.09814399480819702,
     "m": 0.6306980848312378
    },
    {
     "p": 0.05743688717484474,
     "m": 0.2571735084056854
    },
    {
     "p": 0.014445343986153603,
     "m": 0.601074755191803
    },
    {
     "p": 0.13275425136089325,
     "m": 0.8485666513442993
    },
    {
     "p": 0.1210874393582344,
     "m": 0.8024945259094238
    },
    {
     "p": 0.008326546289026737,
     "m": 0.9206289649009705
    },
    {
     "p": 0.08351432532072067,
     "m": 1.0
    },
    {
     "p": 0.027331463992595673,
     "m": 0.8540236353874207
    },
    {
     "p": 0.12777182459831238,
     "m": 1.0
    },
    {
     "p": 0.009181777015328407,
     "m": 0.5
    },
    {
     "p": 0.018024558201432228,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 0.6847751140594482,
   "val_loss": 0.8094516396522522,
   "acc": 69.9,
   "time": 253.95502860099077,
   "param": [
    {
     "p": 0.11610889434814453,
     "m": 0.5
    },
    {
     "p": 0.014074818231165409,
     "m": 0.5
    },
    {
     "p": 0.14579236507415771,
     "m": 0.5
    },
    {
     "p": 0.11669641733169556,
     "m": 0.6603075861930847
    },
    {
     "p": 0.05942919850349426,
     "m": 0.19203773140907288
    },
    {
     "p": 0.020268617197871208,
     "m": 0.6583921313285828
    },
    {
     "p": 0.10787767171859741,
     "m": 0.8332734704017639
    },
    {
     "p": 0.12688712775707245,
     "m": 0.7611558437347412
    },
    {
     "p": 0.007582296151667833,
     "m": 0.9818162322044373
    },
    {
     "p": 0.09892790764570236,
     "m": 0.965337872505188
    },
    {
     "p": 0.030822426080703735,
     "m": 0.8337187170982361
    },
    {
     "p": 0.11740779131650925,
     "m": 1.0
    },
    {
     "p": 0.018367944285273552,
     "m": 0.5
    },
    {
     "p": 0.019756557419896126,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 1.1735833883285522,
   "val_loss": 1.0213810205459595,
   "acc": 68.59,
   "time": 247.761350581015,
   "param": [
    {
     "p": 0.10437881946563721,
     "m": 0.5
    },
    {
     "p": 0.0557420440018177,
     "m": 0.5
    },
    {
     "p": 0.13504575192928314,
     "m": 0.5
    },
    {
     "p": 0.09953542053699493,
     "m": 0.5769091248512268
    },
    {
     "p": 0.059939607977867126,
     "m": 0.16140034794807434
    },
    {
     "p": 0.013736010529100895,
     "m": 0.6823998093605042
    },
    {
     "p": 0.11802544444799423,
     "m": 0.8214631080627441
    },
    {
     "p": 0.12961548566818237,
     "m": 0.8959822654724121
    },
    {
     "p": 0.005039749667048454,
     "m": 0.9576545357704163
    },
    {
     "p": 0.08393673598766327,
     "m": 0.9935583472251892
    },
    {
     "p": 0.04157137870788574,
     "m": 0.959666907787323
    },
    {
     "p": 0.12287541478872299,
     "m": 1.0
    },
    {
     "p": 0.012198466807603836,
     "m": 0.5
    },
    {
     "p": 0.018359661102294922,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 0.890175998210907,
   "val_loss": 0.8806740045547485,
   "acc": 69.93,
   "time": 247.72568134899484,
   "param": [
    {
     "p": 0.12753555178642273,
     "m": 0.5
    },
    {
     "p": 0.013958743773400784,
     "m": 0.5
    },
    {
     "p": 0.14360010623931885,
     "m": 0.5
    },
    {
     "p": 0.11392539739608765,
     "m": 0.6117446422576904
    },
    {
     "p": 0.059086453169584274,
     "m": 0.13787877559661865
    },
    {
     "p": 0.01606961153447628,
     "m": 0.5824363231658936
    },
    {
     "p": 0.12359338253736496,
     "m": 0.909659743309021
    },
    {
     "p": 0.11857566237449646,
     "m": 0.8809963464736938
    },
    {
     "p": 0.009222251363098621,
     "m": 0.902195394039154
    },
    {
     "p": 0.09450720250606537,
     "m": 1.0
    },
    {
     "p": 0.03435268998146057,
     "m": 0.9986739158630371
    },
    {
     "p": 0.10597385466098785,
     "m": 1.0
    },
    {
     "p": 0.013763939961791039,
     "m": 0.5
    },
    {
     "p": 0.025835109874606133,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 1.282167673110962,
   "val_loss": 0.8080053329467773,
   "acc": 69.78,
   "time": 249.91227731201798,
   "param": [
    {
     "p": 0.11740993708372116,
     "m": 0.5
    },
    {
     "p": 0.013573147356510162,
     "m": 0.5
    },
    {
     "p": 0.14063547551631927,
     "m": 0.5
    },
    {
     "p": 0.11148664355278015,
     "m": 0.6440512537956238
    },
    {
     "p": 0.053067080676555634,
     "m": 0.15244312584400177
    },
    {
     "p": 0.01198550220578909,
     "m": 0.5497629642486572
    },
    {
     "p": 0.1288680136203766,
     "m": 0.8667083978652954
    },
    {
     "p": 0.132559135556221,
     "m": 0.8048670887947083
    },
    {
     "p": 0.010725243017077446,
     "m": 0.9315903186798096
    },
    {
     "p": 0.09870501607656479,
     "m": 0.9973754286766052
    },
    {
     "p": 0.03953101485967636,
     "m": 0.8775418400764465
    },
    {
     "p": 0.10675344616174698,
     "m": 0.9911885261535645
    },
    {
     "p": 0.009553181938827038,
     "m": 0.5
    },
    {
     "p": 0.025147251784801483,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 0.9201778769493103,
   "val_loss": 1.018351674079895,
   "acc": 68.99,
   "time": 256.04563047300326,
   "param": [
    {
     "p": 0.10417255759239197,
     "m": 0.5
    },
    {
     "p": 0.009481234475970268,
     "m": 0.5
    },
    {
     "p": 0.13765862584114075,
     "m": 0.5
    },
    {
     "p": 0.12121154367923737,
     "m": 0.5744584202766418
    },
    {
     "p": 0.0502336211502552,
     "m": 0.1266469806432724
    },
    {
     "p": 0.018560372292995453,
     "m": 0.43114081025123596
    },
    {
     "p": 0.135857954621315,
     "m": 0.8330383896827698
    },
    {
     "p": 0.1164463460445404,
     "m": 0.6961811184883118
    },
    {
     "p": 0.008256201632320881,
     "m": 0.9023125767707825
    },
    {
     "p": 0.09381049126386642,
     "m": 0.9701348543167114
    },
    {
     "p": 0.03929350897669792,
     "m": 0.8047023415565491
    },
    {
     "p": 0.13440275192260742,
     "m": 0.9788113236427307
    },
    {
     "p": 0.00997982919216156,
     "m": 0.5
    },
    {
     "p": 0.020634938031435013,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 0.6807693243026733,
   "val_loss": 0.8535932898521423,
   "acc": 68.82,
   "time": 254.96175967901945,
   "param": [
    {
     "p": 0.1011509820818901,
     "m": 0.5
    },
    {
     "p": 0.012877878732979298,
     "m": 0.5
    },
    {
     "p": 0.15518568456172943,
     "m": 0.5
    },
    {
     "p": 0.11961324512958527,
     "m": 0.516703188419342
    },
    {
     "p": 0.05193198472261429,
     "m": 0.10000000149011612
    },
    {
     "p": 0.011228464543819427,
     "m": 0.25263601541519165
    },
    {
     "p": 0.1283920407295227,
     "m": 0.8488343954086304
    },
    {
     "p": 0.10090796649456024,
     "m": 0.6526198983192444
    },
    {
     "p": 0.01102246344089508,
     "m": 0.8970996737480164
    },
    {
     "p": 0.09478562325239182,
     "m": 0.9891142249107361
    },
    {
     "p": 0.04840703308582306,
     "m": 0.9266964793205261
    },
    {
     "p": 0.12472538650035858,
     "m": 0.9865949153900146
    },
    {
     "p": 0.014344976283609867,
     "m": 0.5
    },
    {
     "p": 0.02542618289589882,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 0.8410223722457886,
   "val_loss": 0.8039624094963074,
   "acc": 70.25,
   "time": 258.1687330889981,
   "param": [
    {
     "p": 0.11905055493116379,
     "m": 0.5
    },
    {
     "p": 0.014072204008698463,
     "m": 0.5
    },
    {
     "p": 0.12226518988609314,
     "m": 0.5
    },
    {
     "p": 0.11751808971166611,
     "m": 0.5673606395721436
    },
    {
     "p": 0.04812244698405266,
     "m": 0.12530969083309174
    },
    {
     "p": 0.01434116717427969,
     "m": 0.2687801122665405
    },
    {
     "p": 0.1361343264579773,
     "m": 0.7298721075057983
    },
    {
     "p": 0.10861115157604218,
     "m": 0.6487089395523071
    },
    {
     "p": 0.02045753039419651,
     "m": 0.9444498419761658
    },
    {
     "p": 0.08780737221240997,
     "m": 0.9804137349128723
    },
    {
     "p": 0.036605190485715866,
     "m": 0.9982549548149109
    },
    {
     "p": 0.11293131858110428,
     "m": 1.0
    },
    {
     "p": 0.042593009769916534,
     "m": 0.5
    },
    {
     "p": 0.019490400329232216,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 0.8421231508255005,
   "val_loss": 1.0291072130203247,
   "acc": 70.11,
   "time": 255.49069073598366,
   "param": [
    {
     "p": 0.08984296023845673,
     "m": 0.5
    },
    {
     "p": 0.013687568716704845,
     "m": 0.5
    },
    {
     "p": 0.1388682723045349,
     "m": 0.5
    },
    {
     "p": 0.11734507232904434,
     "m": 0.546005368232727
    },
    {
     "p": 0.06982485949993134,
     "m": 0.1846972405910492
    },
    {
     "p": 0.011861034668982029,
     "m": 0.19061538577079773
    },
    {
     "p": 0.13857336342334747,
     "m": 0.9553497433662415
    },
    {
     "p": 0.12310130149126053,
     "m": 0.6308727860450745
    },
    {
     "p": 0.0082533098757267,
     "m": 0.9958713054656982
    },
    {
     "p": 0.11196739971637726,
     "m": 0.9327601790428162
    },
    {
     "p": 0.03303296118974686,
     "m": 1.0
    },
    {
     "p": 0.11492431908845901,
     "m": 1.0
    },
    {
     "p": 0.008364076726138592,
     "m": 0.5
    },
    {
     "p": 0.020353537052869797,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 0.9838145971298218,
   "val_loss": 1.2302393913269043,
   "acc": 69.36,
   "time": 255.70846248196904,
   "param": [
    {
     "p": 0.10323173552751541,
     "m": 0.5
    },
    {
     "p": 0.01618305593729019,
     "m": 0.5
    },
    {
     "p": 0.14315836131572723,
     "m": 0.5
    },
    {
     "p": 0.1251203864812851,
     "m": 0.637218713760376
    },
    {
     "p": 0.04559941217303276,
     "m": 0.10000000149011612
    },
    {
     "p": 0.01513591781258583,
     "m": 0.4369029104709625
    },
    {
     "p": 0.1143195778131485,
     "m": 0.9180355072021484
    },
    {
     "p": 0.12142274528741837,
     "m": 0.6227607131004333
    },
    {
     "p": 0.012798954732716084,
     "m": 0.912658154964447
    },
    {
     "p": 0.10203449428081512,
     "m": 0.821169912815094
    },
    {
     "p": 0.05006524920463562,
     "m": 0.8524447679519653
    },
    {
     "p": 0.11910752207040787,
     "m": 0.999207615852356
    },
    {
     "p": 0.009231491945683956,
     "m": 0.5
    },
    {
     "p": 0.022591056302189827,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 1.1563595533370972,
   "val_loss": 1.1164474487304688,
   "acc": 69.79,
   "time": 251.4047460060101,
   "param": [
    {
     "p": 0.10663565993309021,
     "m": 0.5
    },
    {
     "p": 0.015551077201962471,
     "m": 0.5
    },
    {
     "p": 0.15017105638980865,
     "m": 0.5
    },
    {
     "p": 0.08372525870800018,
     "m": 0.5201046466827393
    },
    {
     "p": 0.07436925172805786,
     "m": 0.15728101134300232
    },
    {
     "p": 0.013933692127466202,
     "m": 0.11009539663791656
    },
    {
     "p": 0.1167413741350174,
     "m": 0.9337158203125
    },
    {
     "p": 0.1176581084728241,
     "m": 0.5808430314064026
    },
    {
     "p": 0.02673713117837906,
     "m": 0.708483099937439
    },
    {
     "p": 0.0928025022149086,
     "m": 1.0
    },
    {
     "p": 0.0341351144015789,
     "m": 0.8725829124450684
    },
    {
     "p": 0.13214772939682007,
     "m": 1.0
    },
    {
     "p": 0.005821038503199816,
     "m": 0.5
    },
    {
     "p": 0.029570922255516052,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 0.6798811554908752,
   "val_loss": 0.9198262095451355,
   "acc": 69.51,
   "time": 251.4150254909764,
   "param": [
    {
     "p": 0.12265658378601074,
     "m": 0.5
    },
    {
     "p": 0.012748192064464092,
     "m": 0.5
    },
    {
     "p": 0.1449785977602005,
     "m": 0.5
    },
    {
     "p": 0.11243904381990433,
     "m": 0.6255068778991699
    },
    {
     "p": 0.05732963606715202,
     "m": 0.13418498635292053
    },
    {
     "p": 0.01557459682226181,
     "m": 0.4525877833366394
    },
    {
     "p": 0.12717445194721222,
     "m": 0.9275879859924316
    },
    {
     "p": 0.13386115431785583,
     "m": 0.6063821315765381
    },
    {
     "p": 0.007812678813934326,
     "m": 0.749048113822937
    },
    {
     "p": 0.09267298132181168,
     "m": 0.9990132451057434
    },
    {
     "p": 0.03087420016527176,
     "m": 0.8256217241287231
    },
    {
     "p": 0.11217725276947021,
     "m": 1.0
    },
    {
     "p": 0.009593156166374683,
     "m": 0.5
    },
    {
     "p": 0.020107492804527283,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 0.780755877494812,
   "val_loss": 0.8666788339614868,
   "acc": 70.59,
   "time": 254.61568594397977,
   "param": [
    {
     "p": 0.10661827027797699,
     "m": 0.5
    },
    {
     "p": 0.01727554015815258,
     "m": 0.5
    },
    {
     "p": 0.13152578473091125,
     "m": 0.5
    },
    {
     "p": 0.10654272884130478,
     "m": 0.5785228610038757
    },
    {
     "p": 0.05048217251896858,
     "m": 0.1250533163547516
    },
    {
     "p": 0.01663910038769245,
     "m": 0.47331467270851135
    },
    {
     "p": 0.14256837964057922,
     "m": 0.9689232707023621
    },
    {
     "p": 0.12287178635597229,
     "m": 0.6982181668281555
    },
    {
     "p": 0.007822681218385696,
     "m": 0.7625986933708191
    },
    {
     "p": 0.09074141830205917,
     "m": 0.982374370098114
    },
    {
     "p": 0.0471242256462574,
     "m": 0.7248570919036865
    },
    {
     "p": 0.12647995352745056,
     "m": 0.9998512268066406
    },
    {
     "p": 0.012356792576611042,
     "m": 0.5
    },
    {
     "p": 0.020951153710484505,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 1.0258413553237915,
   "val_loss": 1.0929222106933594,
   "acc": 70.52,
   "time": 246.9740737809916,
   "param": [
    {
     "p": 0.09968104213476181,
     "m": 0.5
    },
    {
     "p": 0.012802300974726677,
     "m": 0.5
    },
    {
     "p": 0.1338396668434143,
     "m": 0.5
    },
    {
     "p": 0.1088477075099945,
     "m": 0.5691914558410645
    },
    {
     "p": 0.0543510802090168,
     "m": 0.17082174122333527
    },
    {
     "p": 0.01795642264187336,
     "m": 0.46831536293029785
    },
    {
     "p": 0.14354564249515533,
     "m": 0.962837815284729
    },
    {
     "p": 0.1483943611383438,
     "m": 0.8296317458152771
    },
    {
     "p": 0.01676117070019245,
     "m": 0.8390540480613708
    },
    {
     "p": 0.08408696204423904,
     "m": 0.9842805862426758
    },
    {
     "p": 0.02702375501394272,
     "m": 0.7430621385574341
    },
    {
     "p": 0.11644794046878815,
     "m": 1.0
    },
    {
     "p": 0.009848984889686108,
     "m": 0.5
    },
    {
     "p": 0.02641298435628414,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 0.9259654879570007,
   "val_loss": 0.9162293076515198,
   "acc": 70.35,
   "time": 257.1845083630178,
   "param": [
    {
     "p": 0.11511059105396271,
     "m": 0.5
    },
    {
     "p": 0.01560226734727621,
     "m": 0.5
    },
    {
     "p": 0.12447939068078995,
     "m": 0.5
    },
    {
     "p": 0.1059320792555809,
     "m": 0.7286624312400818
    },
    {
     "p": 0.06822214275598526,
     "m": 0.3192967474460602
    },
    {
     "p": 0.0705205574631691,
     "m": 0.31297236680984497
    },
    {
     "p": 0.1077185869216919,
     "m": 0.7715504765510559
    },
    {
     "p": 0.11585602909326553,
     "m": 0.7462247610092163
    },
    {
     "p": 0.0014613543171435595,
     "m": 0.770511269569397
    },
    {
     "p": 0.10852686315774918,
     "m": 1.0
    },
    {
     "p": 0.03466489538550377,
     "m": 0.7670429348945618
    },
    {
     "p": 0.10791003704071045,
     "m": 1.0
    },
    {
     "p": 0.00686093233525753,
     "m": 0.5
    },
    {
     "p": 0.017134247347712517,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 1.2407809495925903,
   "val_loss": 0.7657306790351868,
   "acc": 70.21,
   "time": 257.10102167201694,
   "param": [
    {
     "p": 0.11020543426275253,
     "m": 0.5
    },
    {
     "p": 0.015512688085436821,
     "m": 0.5
    },
    {
     "p": 0.11871979385614395,
     "m": 0.5
    },
    {
     "p": 0.11181511729955673,
     "m": 0.7850562334060669
    },
    {
     "p": 0.07798939943313599,
     "m": 0.33286038041114807
    },
    {
     "p": 0.017190629616379738,
     "m": 0.19255442917346954
    },
    {
     "p": 0.12235542386770248,
     "m": 0.7222940325737
    },
    {
     "p": 0.14102602005004883,
     "m": 0.6269105076789856
    },
    {
     "p": 0.006349347066134214,
     "m": 0.8387687802314758
    },
    {
     "p": 0.09824705868959427,
     "m": 1.0
    },
    {
     "p": 0.0453948974609375,
     "m": 0.8480513691902161
    },
    {
     "p": 0.10984824597835541,
     "m": 1.0
    },
    {
     "p": 0.0007018782198429108,
     "m": 0.5
    },
    {
     "p": 0.02464405819773674,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 0.578774631023407,
   "val_loss": 0.9734489321708679,
   "acc": 69.68,
   "time": 248.49284450599225,
   "param": [
    {
     "p": 0.11313125491142273,
     "m": 0.5
    },
    {
     "p": 0.010329791344702244,
     "m": 0.5
    },
    {
     "p": 0.13350053131580353,
     "m": 0.5
    },
    {
     "p": 0.1051030382514,
     "m": 0.72003173828125
    },
    {
     "p": 0.07935449481010437,
     "m": 0.18200430274009705
    },
    {
     "p": 0.019104059785604477,
     "m": 0.29479941725730896
    },
    {
     "p": 0.1044498085975647,
     "m": 0.7007578611373901
    },
    {
     "p": 0.09880629926919937,
     "m": 0.7524443864822388
    },
    {
     "p": 0.008895989507436752,
     "m": 0.8795323967933655
    },
    {
     "p": 0.10105625540018082,
     "m": 1.0
    },
    {
     "p": 0.054161228239536285,
     "m": 0.9424156546592712
    },
    {
     "p": 0.12078245729207993,
     "m": 1.0
    },
    {
     "p": 0.03285898640751839,
     "m": 0.5
    },
    {
     "p": 0.01846584677696228,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 0.7379925847053528,
   "val_loss": 0.9933562874794006,
   "acc": 68.96,
   "time": 257.885633702972,
   "param": [
    {
     "p": 0.1285862773656845,
     "m": 0.5
    },
    {
     "p": 0.010810905136168003,
     "m": 0.5
    },
    {
     "p": 0.1155189648270607,
     "m": 0.5
    },
    {
     "p": 0.13642442226409912,
     "m": 0.7295972108840942
    },
    {
     "p": 0.05220523104071617,
     "m": 0.11612801998853683
    },
    {
     "p": 0.021881654858589172,
     "m": 0.29243144392967224
    },
    {
     "p": 0.11165110021829605,
     "m": 0.6733794808387756
    },
    {
     "p": 0.10355277359485626,
     "m": 0.765421450138092
    },
    {
     "p": 0.010805864818394184,
     "m": 0.8754627704620361
    },
    {
     "p": 0.09760104864835739,
     "m": 0.9430166482925415
    },
    {
     "p": 0.05527934059500694,
     "m": 1.0
    },
    {
     "p": 0.12365709990262985,
     "m": 1.0
    },
    {
     "p": 0.006601914297789335,
     "m": 0.5
    },
    {
     "p": 0.0254234429448843,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 1.0669119358062744,
   "val_loss": 0.9886481761932373,
   "acc": 68.95,
   "time": 245.48205255903304,
   "param": [
    {
     "p": 0.11298058927059174,
     "m": 0.5
    },
    {
     "p": 0.013012411072850227,
     "m": 0.5
    },
    {
     "p": 0.12048538029193878,
     "m": 0.5
    },
    {
     "p": 0.09584280848503113,
     "m": 0.7868298292160034
    },
    {
     "p": 0.051665984094142914,
     "m": 0.1611805558204651
    },
    {
     "p": 0.01569223217666149,
     "m": 0.3003422021865845
    },
    {
     "p": 0.11503243446350098,
     "m": 0.6681107878684998
    },
    {
     "p": 0.11108823120594025,
     "m": 0.635900616645813
    },
    {
     "p": 0.005431303754448891,
     "m": 0.8772801756858826
    },
    {
     "p": 0.08625118434429169,
     "m": 0.9929924011230469
    },
    {
     "p": 0.14165636897087097,
     "m": 0.9767608046531677
    },
    {
     "p": 0.1081073060631752,
     "m": 1.0
    },
    {
     "p": 0.004926169291138649,
     "m": 0.5
    },
    {
     "p": 0.017827576026320457,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 0.8227694630622864,
   "val_loss": 0.9685365557670593,
   "acc": 70.3,
   "time": 242.17137886298588,
   "param": [
    {
     "p": 0.13701486587524414,
     "m": 0.5
    },
    {
     "p": 0.011105199344456196,
     "m": 0.5
    },
    {
     "p": 0.13594764471054077,
     "m": 0.5
    },
    {
     "p": 0.10389763116836548,
     "m": 0.7148765921592712
    },
    {
     "p": 0.08872519433498383,
     "m": 0.2840098738670349
    },
    {
     "p": 0.00978186447173357,
     "m": 0.3668024241924286
    },
    {
     "p": 0.11090712249279022,
     "m": 0.8253648281097412
    },
    {
     "p": 0.09864357858896255,
     "m": 0.6635639071464539
    },
    {
     "p": 0.00601530447602272,
     "m": 0.8659535646438599
    },
    {
     "p": 0.09793813526630402,
     "m": 0.986195981502533
    },
    {
     "p": 0.020650580525398254,
     "m": 1.0
    },
    {
     "p": 0.14491291344165802,
     "m": 0.9908699989318848
    },
    {
     "p": 0.007702035363763571,
     "m": 0.5
    },
    {
     "p": 0.02675800211727619,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 0.8363525867462158,
   "val_loss": 0.9764791131019592,
   "acc": 70.51,
   "time": 252.7383703099913,
   "param": [
    {
     "p": 0.10866548866033554,
     "m": 0.5
    },
    {
     "p": 0.018984058871865273,
     "m": 0.5
    },
    {
     "p": 0.1471051424741745,
     "m": 0.5
    },
    {
     "p": 0.12858353555202484,
     "m": 0.6957805752754211
    },
    {
     "p": 0.06169741228222847,
     "m": 0.25566282868385315
    },
    {
     "p": 0.017419230192899704,
     "m": 0.2776981294155121
    },
    {
     "p": 0.10776745527982712,
     "m": 0.8954155445098877
    },
    {
     "p": 0.13444966077804565,
     "m": 0.6417503356933594
    },
    {
     "p": 0.011240359395742416,
     "m": 0.9961981773376465
    },
    {
     "p": 0.0979471355676651,
     "m": 0.8421920537948608
    },
    {
     "p": 0.010556857101619244,
     "m": 0.9550608992576599
    },
    {
     "p": 0.12568986415863037,
     "m": 0.9948469400405884
    },
    {
     "p": 0.008125501684844494,
     "m": 0.5
    },
    {
     "p": 0.021768171340227127,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 0.7393926382064819,
   "val_loss": 1.0759243965148926,
   "acc": 69.99,
   "time": 247.1352017390309,
   "param": [
    {
     "p": 0.12696950137615204,
     "m": 0.5
    },
    {
     "p": 0.020737020298838615,
     "m": 0.5
    },
    {
     "p": 0.14245878159999847,
     "m": 0.5
    },
    {
     "p": 0.13503976166248322,
     "m": 0.5378568768501282
    },
    {
     "p": 0.06139225512742996,
     "m": 0.2446027547121048
    },
    {
     "p": 0.013602313585579395,
     "m": 0.29012203216552734
    },
    {
     "p": 0.12160150706768036,
     "m": 0.9150891900062561
    },
    {
     "p": 0.12402859330177307,
     "m": 0.5935986638069153
    },
    {
     "p": 0.011817843653261662,
     "m": 0.9941774010658264
    },
    {
     "p": 0.09672421962022781,
     "m": 0.773745596408844
    },
    {
     "p": 0.010088086128234863,
     "m": 0.9173486232757568
    },
    {
     "p": 0.12739601731300354,
     "m": 1.0
    },
    {
     "p": 0.0006951031391508877,
     "m": 0.5
    },
    {
     "p": 0.0074490271508693695,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 0.8439620137214661,
   "val_loss": 1.0628937482833862,
   "acc": 70.08,
   "time": 252.83870714198565,
   "param": [
    {
     "p": 0.12514634430408478,
     "m": 0.5
    },
    {
     "p": 0.022969678044319153,
     "m": 0.5
    },
    {
     "p": 0.1523151397705078,
     "m": 0.5
    },
    {
     "p": 0.12982618808746338,
     "m": 0.6330158710479736
    },
    {
     "p": 0.05843022093176842,
     "m": 0.10000000149011612
    },
    {
     "p": 0.01789136230945587,
     "m": 0.21074871718883514
    },
    {
     "p": 0.1342947632074356,
     "m": 0.8931536078453064
    },
    {
     "p": 0.1271989941596985,
     "m": 0.6632760763168335
    },
    {
     "p": 0.011055098846554756,
     "m": 0.8714404106140137
    },
    {
     "p": 0.061573367565870285,
     "m": 0.8464292287826538
    },
    {
     "p": 0.015384773723781109,
     "m": 0.962881326675415
    },
    {
     "p": 0.10662927478551865,
     "m": 1.0
    },
    {
     "p": 0.010998724959790707,
     "m": 0.5
    },
    {
     "p": 0.026286186650395393,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 1.1054145097732544,
   "val_loss": 0.9108959436416626,
   "acc": 70.77,
   "time": 253.78312742098933,
   "param": [
    {
     "p": 0.0970572903752327,
     "m": 0.5
    },
    {
     "p": 0.017064474523067474,
     "m": 0.5
    },
    {
     "p": 0.14510376751422882,
     "m": 0.5
    },
    {
     "p": 0.09236013889312744,
     "m": 0.5645366311073303
    },
    {
     "p": 0.06876808404922485,
     "m": 0.11666154116392136
    },
    {
     "p": 0.01239705178886652,
     "m": 0.31467899680137634
    },
    {
     "p": 0.14547032117843628,
     "m": 0.9298937916755676
    },
    {
     "p": 0.14513249695301056,
     "m": 0.7210702896118164
    },
    {
     "p": 0.005609329789876938,
     "m": 0.8776651620864868
    },
    {
     "p": 0.09903132170438766,
     "m": 0.9533523321151733
    },
    {
     "p": 0.020898643881082535,
     "m": 0.9974102973937988
    },
    {
     "p": 0.11586766690015793,
     "m": 1.0
    },
    {
     "p": 0.0072607253678143024,
     "m": 0.5
    },
    {
     "p": 0.02797863818705082,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 0.7220538258552551,
   "val_loss": 0.854075014591217,
   "acc": 70.63,
   "time": 256.68019927403657,
   "param": [
    {
     "p": 0.1050231009721756,
     "m": 0.5
    },
    {
     "p": 0.01722780056297779,
     "m": 0.5
    },
    {
     "p": 0.1530008316040039,
     "m": 0.5
    },
    {
     "p": 0.10276737809181213,
     "m": 0.6652801036834717
    },
    {
     "p": 0.05098695680499077,
     "m": 0.10362834483385086
    },
    {
     "p": 0.024492377415299416,
     "m": 0.44571423530578613
    },
    {
     "p": 0.13313306868076324,
     "m": 0.9837373495101929
    },
    {
     "p": 0.12220341712236404,
     "m": 0.6084868311882019
    },
    {
     "p": 0.006436984986066818,
     "m": 0.8901048898696899
    },
    {
     "p": 0.1025850772857666,
     "m": 0.9956899881362915
    },
    {
     "p": 0.015476523898541927,
     "m": 1.0
    },
    {
     "p": 0.13675034046173096,
     "m": 1.0
    },
    {
     "p": 0.006628820672631264,
     "m": 0.5
    },
    {
     "p": 0.023287292569875717,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 0.8588128089904785,
   "val_loss": 0.7790871858596802,
   "acc": 70.78,
   "time": 246.14324451901484,
   "param": [
    {
     "p": 0.10966438055038452,
     "m": 0.5
    },
    {
     "p": 0.008058457635343075,
     "m": 0.5
    },
    {
     "p": 0.14011304080486298,
     "m": 0.5
    },
    {
     "p": 0.12260041385889053,
     "m": 0.6249430179595947
    },
    {
     "p": 0.08109746873378754,
     "m": 0.28797855973243713
    },
    {
     "p": 0.01998494379222393,
     "m": 0.31394144892692566
    },
    {
     "p": 0.11193358898162842,
     "m": 0.9412141442298889
    },
    {
     "p": 0.13859811425209045,
     "m": 0.7481402158737183
    },
    {
     "p": 0.008801744319498539,
     "m": 1.0
    },
    {
     "p": 0.09403868764638901,
     "m": 0.9581980109214783
    },
    {
     "p": 0.017723457887768745,
     "m": 1.0
    },
    {
     "p": 0.11774071305990219,
     "m": 1.0
    },
    {
     "p": 0.0040773553773760796,
     "m": 0.5
    },
    {
     "p": 0.02556764706969261,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 0.8646103143692017,
   "val_loss": 0.9749326705932617,
   "acc": 69.44,
   "time": 246.9166514320532,
   "param": [
    {
     "p": 0.1308111548423767,
     "m": 0.5
    },
    {
     "p": 0.014327510260045528,
     "m": 0.5
    },
    {
     "p": 0.13413003087043762,
     "m": 0.5
    },
    {
     "p": 0.1261371523141861,
     "m": 0.6171507239341736
    },
    {
     "p": 0.08799431473016739,
     "m": 0.213910773396492
    },
    {
     "p": 0.016193125396966934,
     "m": 0.24879443645477295
    },
    {
     "p": 0.09225057810544968,
     "m": 0.8540076017379761
    },
    {
     "p": 0.14360280334949493,
     "m": 0.7642464637756348
    },
    {
     "p": 0.011126059107482433,
     "m": 0.9397233128547668
    },
    {
     "p": 0.09032885730266571,
     "m": 0.9986857771873474
    },
    {
     "p": 0.019993649795651436,
     "m": 0.9529448747634888
    },
    {
     "p": 0.11227831244468689,
     "m": 0.9999799728393555
    },
    {
     "p": 0.0006930646486580372,
     "m": 0.5
    },
    {
     "p": 0.02013331837952137,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 0.7170947790145874,
   "val_loss": 0.9213305711746216,
   "acc": 70.95,
   "time": 251.25250969303306,
   "param": [
    {
     "p": 0.09587663412094116,
     "m": 0.5
    },
    {
     "p": 0.014946110546588898,
     "m": 0.5
    },
    {
     "p": 0.14476308226585388,
     "m": 0.5
    },
    {
     "p": 0.11631130427122116,
     "m": 0.6362713575363159
    },
    {
     "p": 0.08556614816188812,
     "m": 0.20639534294605255
    },
    {
     "p": 0.010054858401417732,
     "m": 0.19041134417057037
    },
    {
     "p": 0.13586722314357758,
     "m": 0.8551814556121826
    },
    {
     "p": 0.11955272406339645,
     "m": 0.7821694016456604
    },
    {
     "p": 0.01112315058708191,
     "m": 0.9884687066078186
    },
    {
     "p": 0.10314452648162842,
     "m": 0.9986959099769592
    },
    {
     "p": 0.02107395976781845,
     "m": 0.9993588924407959
    },
    {
     "p": 0.12258392572402954,
     "m": 1.0
    },
    {
     "p": 0.0026031385641545057,
     "m": 0.5
    },
    {
     "p": 0.01653328537940979,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 1.212233304977417,
   "val_loss": 0.8669047355651855,
   "acc": 69.5,
   "time": 248.774587885011,
   "param": [
    {
     "p": 0.10615348815917969,
     "m": 0.5
    },
    {
     "p": 0.015573522076010704,
     "m": 0.5
    },
    {
     "p": 0.1290103942155838,
     "m": 0.5
    },
    {
     "p": 0.09871265292167664,
     "m": 0.6346309185028076
    },
    {
     "p": 0.05493389070034027,
     "m": 0.33183664083480835
    },
    {
     "p": 0.005058181472122669,
     "m": 0.2279357761144638
    },
    {
     "p": 0.1175587996840477,
     "m": 0.8046817183494568
    },
    {
     "p": 0.11618614941835403,
     "m": 0.7588448524475098
    },
    {
     "p": 0.009647741913795471,
     "m": 1.0
    },
    {
     "p": 0.10191239416599274,
     "m": 0.9927456378936768
    },
    {
     "p": 0.09976894408464432,
     "m": 0.9171621203422546
    },
    {
     "p": 0.11350887268781662,
     "m": 1.0
    },
    {
     "p": 0.005752786993980408,
     "m": 0.5
    },
    {
     "p": 0.02622229978442192,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 0.64398193359375,
   "val_loss": 0.8203591704368591,
   "acc": 70.89,
   "time": 262.7295218509971,
   "param": [
    {
     "p": 0.10710923373699188,
     "m": 0.5
    },
    {
     "p": 0.016122154891490936,
     "m": 0.5
    },
    {
     "p": 0.12693184614181519,
     "m": 0.5
    },
    {
     "p": 0.1205674409866333,
     "m": 0.5333533883094788
    },
    {
     "p": 0.0671202540397644,
     "m": 0.19957192242145538
    },
    {
     "p": 0.11459313333034515,
     "m": 0.18215720355510712
    },
    {
     "p": 0.11434000730514526,
     "m": 0.8699474334716797
    },
    {
     "p": 0.1220315620303154,
     "m": 0.8788212537765503
    },
    {
     "p": 0.0006914549157954752,
     "m": 1.0
    },
    {
     "p": 0.08454024791717529,
     "m": 0.9977571964263916
    },
    {
     "p": 0.008953554555773735,
     "m": 0.9753687977790833
    },
    {
     "p": 0.09333120286464691,
     "m": 0.9872823357582092
    },
    {
     "p": 0.0006914549157954752,
     "m": 0.5
    },
    {
     "p": 0.02297641895711422,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 0.9800488948822021,
   "val_loss": 0.9022015333175659,
   "acc": 69.76,
   "time": 256.78101785003673,
   "param": [
    {
     "p": 0.11113212257623672,
     "m": 0.5
    },
    {
     "p": 0.019183428958058357,
     "m": 0.5
    },
    {
     "p": 0.137444868683815,
     "m": 0.5
    },
    {
     "p": 0.09956429898738861,
     "m": 0.5356335043907166
    },
    {
     "p": 0.07448218762874603,
     "m": 0.14003391563892365
    },
    {
     "p": 0.016499875113368034,
     "m": 0.18031913042068481
    },
    {
     "p": 0.12098847329616547,
     "m": 0.8854488134384155
    },
    {
     "p": 0.12879636883735657,
     "m": 0.8791448473930359
    },
    {
     "p": 0.010664035566151142,
     "m": 0.9935681819915771
    },
    {
     "p": 0.09840165823698044,
     "m": 0.9991509318351746
    },
    {
     "p": 0.025264933705329895,
     "m": 0.9544492363929749
    },
    {
     "p": 0.1299770176410675,
     "m": 1.0
    },
    {
     "p": 0.0006904781912453473,
     "m": 0.5
    },
    {
     "p": 0.026910243555903435,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 0.6119195222854614,
   "val_loss": 1.0214769840240479,
   "acc": 70.79,
   "time": 246.7128574719536,
   "param": [
    {
     "p": 0.11227097362279892,
     "m": 0.5
    },
    {
     "p": 0.0272025465965271,
     "m": 0.5
    },
    {
     "p": 0.13400034606456757,
     "m": 0.5
    },
    {
     "p": 0.11625745892524719,
     "m": 0.6031447052955627
    },
    {
     "p": 0.08251848816871643,
     "m": 0.23128674924373627
    },
    {
     "p": 0.017657924443483353,
     "m": 0.23596030473709106
    },
    {
     "p": 0.10498462617397308,
     "m": 0.9265108704566956
    },
    {
     "p": 0.11760076135396957,
     "m": 0.8908262252807617
    },
    {
     "p": 0.03705554082989693,
     "m": 0.8661300539970398
    },
    {
     "p": 0.08998708426952362,
     "m": 0.9637000560760498
    },
    {
     "p": 0.014797817915678024,
     "m": 0.8882761597633362
    },
    {
     "p": 0.11568763107061386,
     "m": 0.9791222810745239
    },
    {
     "p": 0.004642722196877003,
     "m": 0.5
    },
    {
     "p": 0.02533617429435253,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 1.1111736297607422,
   "val_loss": 1.0543477535247803,
   "acc": 69.73,
   "time": 247.01596612401772,
   "param": [
    {
     "p": 0.11136632412672043,
     "m": 0.5
    },
    {
     "p": 0.0161686223000288,
     "m": 0.5
    },
    {
     "p": 0.14585018157958984,
     "m": 0.5
    },
    {
     "p": 0.11150484532117844,
     "m": 0.6907391548156738
    },
    {
     "p": 0.08575994521379471,
     "m": 0.1492769867181778
    },
    {
     "p": 0.0006793636130169034,
     "m": 0.20611023902893066
    },
    {
     "p": 0.1333169937133789,
     "m": 0.8045743703842163
    },
    {
     "p": 0.10064788907766342,
     "m": 0.8790224194526672
    },
    {
     "p": 0.010248557664453983,
     "m": 0.9347374439239502
    },
    {
     "p": 0.10782300680875778,
     "m": 0.9976782202720642
    },
    {
     "p": 0.014300012029707432,
     "m": 0.8787180185317993
    },
    {
     "p": 0.1251004934310913,
     "m": 0.9937125444412231
    },
    {
     "p": 0.010143473744392395,
     "m": 0.5
    },
    {
     "p": 0.02709023654460907,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 0.8903796076774597,
   "val_loss": 1.0049155950546265,
   "acc": 69.06,
   "time": 241.8652235030313,
   "param": [
    {
     "p": 0.11492935568094254,
     "m": 0.5
    },
    {
     "p": 0.014205306768417358,
     "m": 0.5
    },
    {
     "p": 0.14108936488628387,
     "m": 0.5
    },
    {
     "p": 0.1186562180519104,
     "m": 0.797723650932312
    },
    {
     "p": 0.0701100081205368,
     "m": 0.17517399787902832
    },
    {
     "p": 0.021738657727837563,
     "m": 0.19322533905506134
    },
    {
     "p": 0.10930882394313812,
     "m": 0.6885411739349365
    },
    {
     "p": 0.1307438462972641,
     "m": 0.9225185513496399
    },
    {
     "p": 0.02389773540198803,
     "m": 0.920631468296051
    },
    {
     "p": 0.09676366299390793,
     "m": 1.0
    },
    {
     "p": 0.011649568565189838,
     "m": 0.828443706035614
    },
    {
     "p": 0.11255957186222076,
     "m": 1.0
    },
    {
     "p": 0.005304878111928701,
     "m": 0.5
    },
    {
     "p": 0.029043054208159447,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 0.7267530560493469,
   "val_loss": 0.9703720211982727,
   "acc": 69.68,
   "time": 250.33661799301626,
   "param": [
    {
     "p": 0.09204570949077606,
     "m": 0.5
    },
    {
     "p": 0.011644558049738407,
     "m": 0.5
    },
    {
     "p": 0.1560947597026825,
     "m": 0.5
    },
    {
     "p": 0.11236894130706787,
     "m": 0.7153672575950623
    },
    {
     "p": 0.06233743578195572,
     "m": 0.20352575182914734
    },
    {
     "p": 0.034797705709934235,
     "m": 0.1340302675962448
    },
    {
     "p": 0.13109666109085083,
     "m": 0.728606641292572
    },
    {
     "p": 0.12998904287815094,
     "m": 0.8788158297538757
    },
    {
     "p": 0.008997940458357334,
     "m": 0.898926317691803
    },
    {
     "p": 0.09893521666526794,
     "m": 0.9925592541694641
    },
    {
     "p": 0.011902496218681335,
     "m": 0.8745867609977722
    },
    {
     "p": 0.11652657389640808,
     "m": 1.0
    },
    {
     "p": 0.004565572366118431,
     "m": 0.5
    },
    {
     "p": 0.028697358444333076,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 0.8721591234207153,
   "val_loss": 0.9038638472557068,
   "acc": 71.46,
   "time": 247.01828874199418,
   "param": [
    {
     "p": 0.10619175434112549,
     "m": 0.5
    },
    {
     "p": 0.018346190452575684,
     "m": 0.5
    },
    {
     "p": 0.12797318398952484,
     "m": 0.5
    },
    {
     "p": 0.1292566955089569,
     "m": 0.6693230271339417
    },
    {
     "p": 0.05175452679395676,
     "m": 0.11684539169073105
    },
    {
     "p": 0.00724502420052886,
     "m": 0.14622779190540314
    },
    {
     "p": 0.11906115710735321,
     "m": 0.8266406655311584
    },
    {
     "p": 0.13335737586021423,
     "m": 0.6878494024276733
    },
    {
     "p": 0.024151770398020744,
     "m": 0.8876392245292664
    },
    {
     "p": 0.09145930409431458,
     "m": 1.0
    },
    {
     "p": 0.017004303634166718,
     "m": 0.8263669610023499
    },
    {
     "p": 0.13979677855968475,
     "m": 0.9888386130332947
    },
    {
     "p": 0.011203858070075512,
     "m": 0.5
    },
    {
     "p": 0.023198053240776062,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 0.5947058796882629,
   "val_loss": 0.7910760045051575,
   "acc": 70.46,
   "time": 242.8785052220337,
   "param": [
    {
     "p": 0.12321523576974869,
     "m": 0.5
    },
    {
     "p": 0.02210087515413761,
     "m": 0.5
    },
    {
     "p": 0.13814528286457062,
     "m": 0.5
    },
    {
     "p": 0.10143446177244186,
     "m": 0.5772682428359985
    },
    {
     "p": 0.09638197720050812,
     "m": 0.15984663367271423
    },
    {
     "p": 0.006892027799040079,
     "m": 0.18286766111850739
    },
    {
     "p": 0.10237759351730347,
     "m": 0.8846174478530884
    },
    {
     "p": 0.10506146401166916,
     "m": 0.6385728716850281
    },
    {
     "p": 0.0071272170171141624,
     "m": 0.9386525750160217
    },
    {
     "p": 0.10731132328510284,
     "m": 0.9882002472877502
    },
    {
     "p": 0.013400837779045105,
     "m": 0.8789627552032471
    },
    {
     "p": 0.13589076697826385,
     "m": 1.0
    },
    {
     "p": 0.01191610749810934,
     "m": 0.5
    },
    {
     "p": 0.028744835406541824,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 1.2279725074768066,
   "val_loss": 0.8199288845062256,
   "acc": 71.09,
   "time": 243.221424939984,
   "param": [
    {
     "p": 0.11156964302062988,
     "m": 0.5
    },
    {
     "p": 0.01944487728178501,
     "m": 0.5
    },
    {
     "p": 0.12291222810745239,
     "m": 0.5
    },
    {
     "p": 0.10740473121404648,
     "m": 0.7388652563095093
    },
    {
     "p": 0.05670779570937157,
     "m": 0.26930221915245056
    },
    {
     "p": 0.005956968292593956,
     "m": 0.21974192559719086
    },
    {
     "p": 0.13141849637031555,
     "m": 0.987521231174469
    },
    {
     "p": 0.1338440179824829,
     "m": 0.6571875214576721
    },
    {
     "p": 0.05707554146647453,
     "m": 0.9750005006790161
    },
    {
     "p": 0.1084861010313034,
     "m": 0.8657004237174988
    },
    {
     "p": 0.02106493152678013,
     "m": 0.9039867520332336
    },
    {
     "p": 0.09824229776859283,
     "m": 0.9833996891975403
    },
    {
     "p": 0.0031889332458376884,
     "m": 0.5
    },
    {
     "p": 0.022683342918753624,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 0.6718631386756897,
   "val_loss": 0.842985212802887,
   "acc": 70.1,
   "time": 246.37615783297224,
   "param": [
    {
     "p": 0.10580771416425705,
     "m": 0.5
    },
    {
     "p": 0.0199771448969841,
     "m": 0.5
    },
    {
     "p": 0.14397834241390228,
     "m": 0.5
    },
    {
     "p": 0.11352046579122543,
     "m": 0.5972705483436584
    },
    {
     "p": 0.08467552810907364,
     "m": 0.42152661085128784
    },
    {
     "p": 0.0025975133758038282,
     "m": 0.21252259612083435
    },
    {
     "p": 0.12148657441139221,
     "m": 0.9510406851768494
    },
    {
     "p": 0.1133435070514679,
     "m": 0.6700857281684875
    },
    {
     "p": 0.012216002680361271,
     "m": 0.9109991788864136
    },
    {
     "p": 0.1166829988360405,
     "m": 1.0
    },
    {
     "p": 0.01377357728779316,
     "m": 0.9123912453651428
    },
    {
     "p": 0.1164477989077568,
     "m": 1.0
    },
    {
     "p": 0.007897995412349701,
     "m": 0.5
    },
    {
     "p": 0.027594974264502525,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 0.7967236042022705,
   "val_loss": 0.8121518492698669,
   "acc": 71.07,
   "time": 251.98054055398097,
   "param": [
    {
     "p": 0.10077301412820816,
     "m": 0.5
    },
    {
     "p": 0.022142840549349785,
     "m": 0.5
    },
    {
     "p": 0.1456337869167328,
     "m": 0.5
    },
    {
     "p": 0.0826839953660965,
     "m": 0.5147588849067688
    },
    {
     "p": 0.09455597400665283,
     "m": 0.2717128098011017
    },
    {
     "p": 0.01671815663576126,
     "m": 0.2538832724094391
    },
    {
     "p": 0.1151653379201889,
     "m": 0.9538012146949768
    },
    {
     "p": 0.10074970871210098,
     "m": 0.8496262431144714
    },
    {
     "p": 0.008926273323595524,
     "m": 0.9520514011383057
    },
    {
     "p": 0.12176766991615295,
     "m": 0.9882180094718933
    },
    {
     "p": 0.015576619654893875,
     "m": 0.8642104864120483
    },
    {
     "p": 0.14143326878547668,
     "m": 1.0
    },
    {
     "p": 0.0076848468743264675,
     "m": 0.5
    },
    {
     "p": 0.026188498362898827,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 0.8491978645324707,
   "val_loss": 1.0113136768341064,
   "acc": 71.21,
   "time": 243.70481049403315,
   "param": [
    {
     "p": 0.12889692187309265,
     "m": 0.5
    },
    {
     "p": 0.01172387320548296,
     "m": 0.5
    },
    {
     "p": 0.13076156377792358,
     "m": 0.5
    },
    {
     "p": 0.13677610456943512,
     "m": 0.5808852314949036
    },
    {
     "p": 0.08420897275209427,
     "m": 0.3236873745918274
    },
    {
     "p": 0.0006910287775099277,
     "m": 0.270546555519104
    },
    {
     "p": 0.10463971644639969,
     "m": 0.9424251914024353
    },
    {
     "p": 0.12476274371147156,
     "m": 0.7840265035629272
    },
    {
     "p": 0.018500635400414467,
     "m": 0.9145073890686035
    },
    {
     "p": 0.09659458696842194,
     "m": 0.9379592537879944
    },
    {
     "p": 0.012746090069413185,
     "m": 0.9191747307777405
    },
    {
     "p": 0.10787765681743622,
     "m": 1.0
    },
    {
     "p": 0.00872920174151659,
     "m": 0.5
    },
    {
     "p": 0.03309086710214615,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 0.7261608839035034,
   "val_loss": 1.0388166904449463,
   "acc": 71.06,
   "time": 254.16881205199752,
   "param": [
    {
     "p": 0.09080474823713303,
     "m": 0.5
    },
    {
     "p": 0.02029343508183956,
     "m": 0.5
    },
    {
     "p": 0.14533506333827972,
     "m": 0.5
    },
    {
     "p": 0.12425779551267624,
     "m": 0.5129749178886414
    },
    {
     "p": 0.08520732074975967,
     "m": 0.21951080858707428
    },
    {
     "p": 0.017853450030088425,
     "m": 0.27102500200271606
    },
    {
     "p": 0.10559602826833725,
     "m": 0.848227858543396
    },
    {
     "p": 0.14929674565792084,
     "m": 0.8883339762687683
    },
    {
     "p": 0.005003643222153187,
     "m": 0.9069142937660217
    },
    {
     "p": 0.10823453962802887,
     "m": 0.9100490808486938
    },
    {
     "p": 0.010443608276546001,
     "m": 0.9469834566116333
    },
    {
     "p": 0.10709376633167267,
     "m": 1.0
    },
    {
     "p": 0.0007077974150888622,
     "m": 0.5
    },
    {
     "p": 0.02987203747034073,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 0.6884407997131348,
   "val_loss": 0.8482282161712646,
   "acc": 71.09,
   "time": 244.65569507703185,
   "param": [
    {
     "p": 0.10118802636861801,
     "m": 0.5
    },
    {
     "p": 0.018668977543711662,
     "m": 0.5
    },
    {
     "p": 0.12356822937726974,
     "m": 0.5
    },
    {
     "p": 0.12034912407398224,
     "m": 0.62727952003479
    },
    {
     "p": 0.1006898283958435,
     "m": 0.3043753504753113
    },
    {
     "p": 0.007966380566358566,
     "m": 0.3885773718357086
    },
    {
     "p": 0.1258603036403656,
     "m": 0.8726080656051636
    },
    {
     "p": 0.1255151927471161,
     "m": 0.723555862903595
    },
    {
     "p": 0.013342104852199554,
     "m": 1.0
    },
    {
     "p": 0.09919176995754242,
     "m": 0.8995988368988037
    },
    {
     "p": 0.011917801573872566,
     "m": 0.9925568699836731
    },
    {
     "p": 0.10935410112142563,
     "m": 1.0
    },
    {
     "p": 0.01705101877450943,
     "m": 0.5
    },
    {
     "p": 0.025337079539895058,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 0.7688230276107788,
   "val_loss": 1.005800724029541,
   "acc": 70.75,
   "time": 245.38044359203195,
   "param": [
    {
     "p": 0.11392384767532349,
     "m": 0.5
    },
    {
     "p": 0.022643763571977615,
     "m": 0.5
    },
    {
     "p": 0.13747870922088623,
     "m": 0.5
    },
    {
     "p": 0.11280408501625061,
     "m": 0.6623687148094177
    },
    {
     "p": 0.07748405635356903,
     "m": 0.20882077515125275
    },
    {
     "p": 0.020641416311264038,
     "m": 0.41291171312332153
    },
    {
     "p": 0.1268402338027954,
     "m": 0.921250581741333
    },
    {
     "p": 0.11759321391582489,
     "m": 0.695573091506958
    },
    {
     "p": 0.007422046270221472,
     "m": 0.935943603515625
    },
    {
     "p": 0.100348562002182,
     "m": 0.9380577802658081
    },
    {
     "p": 0.013921651057898998,
     "m": 0.9992445111274719
    },
    {
     "p": 0.12081991136074066,
     "m": 0.9988976120948792
    },
    {
     "p": 0.0071762939915061,
     "m": 0.5
    },
    {
     "p": 0.020902281627058983,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 1.008881688117981,
   "val_loss": 0.8958336710929871,
   "acc": 71.36,
   "time": 249.22460579598555,
   "param": [
    {
     "p": 0.10913246124982834,
     "m": 0.5
    },
    {
     "p": 0.023587584495544434,
     "m": 0.5
    },
    {
     "p": 0.1464129239320755,
     "m": 0.5
    },
    {
     "p": 0.09880588948726654,
     "m": 0.6928176283836365
    },
    {
     "p": 0.10821462422609329,
     "m": 0.24530312418937683
    },
    {
     "p": 0.0031082776840776205,
     "m": 0.40866002440452576
    },
    {
     "p": 0.12563620507717133,
     "m": 0.8544703125953674
    },
    {
     "p": 0.12716709077358246,
     "m": 0.8143298625946045
    },
    {
     "p": 0.007029317785054445,
     "m": 0.8565521240234375
    },
    {
     "p": 0.1065891906619072,
     "m": 0.9801045656204224
    },
    {
     "p": 0.021415138617157936,
     "m": 1.0
    },
    {
     "p": 0.09610915184020996,
     "m": 0.9994221329689026
    },
    {
     "p": 0.002777128480374813,
     "m": 0.5
    },
    {
     "p": 0.024014918133616447,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 0.9820398092269897,
   "val_loss": 1.0257166624069214,
   "acc": 70.5,
   "time": 254.74949247098994,
   "param": [
    {
     "p": 0.11352267116308212,
     "m": 0.5
    },
    {
     "p": 0.02642984688282013,
     "m": 0.5
    },
    {
     "p": 0.1347004771232605,
     "m": 0.5
    },
    {
     "p": 0.11253418028354645,
     "m": 0.6365810036659241
    },
    {
     "p": 0.07231637835502625,
     "m": 0.14217855036258698
    },
    {
     "p": 0.008146334439516068,
     "m": 0.435753732919693
    },
    {
     "p": 0.110451340675354,
     "m": 0.7826405763626099
    },
    {
     "p": 0.12208391726016998,
     "m": 0.7093808650970459
    },
    {
     "p": 0.07760210335254669,
     "m": 0.9130796790122986
    },
    {
     "p": 0.0872674509882927,
     "m": 1.0
    },
    {
     "p": 0.013583761639893055,
     "m": 0.9283401370048523
    },
    {
     "p": 0.08218318969011307,
     "m": 1.0
    },
    {
     "p": 0.009997092187404633,
     "m": 0.5
    },
    {
     "p": 0.02918132022023201,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 0.9059387445449829,
   "val_loss": 0.9164584279060364,
   "acc": 71.11,
   "time": 246.67125535401283,
   "param": [
    {
     "p": 0.13182471692562103,
     "m": 0.5
    },
    {
     "p": 0.020133865997195244,
     "m": 0.5
    },
    {
     "p": 0.13198699057102203,
     "m": 0.5
    },
    {
     "p": 0.10302665084600449,
     "m": 0.7217741012573242
    },
    {
     "p": 0.053125862032175064,
     "m": 0.1869230717420578
    },
    {
     "p": 0.008456762880086899,
     "m": 0.46261733770370483
    },
    {
     "p": 0.13682672381401062,
     "m": 0.8637720942497253
    },
    {
     "p": 0.11217515170574188,
     "m": 0.6563932299613953
    },
    {
     "p": 0.01112730149179697,
     "m": 1.0
    },
    {
     "p": 0.09975472092628479,
     "m": 0.990992546081543
    },
    {
     "p": 0.013852478936314583,
     "m": 0.9253330826759338
    },
    {
     "p": 0.1373487412929535,
     "m": 1.0
    },
    {
     "p": 0.011178691871464252,
     "m": 0.5
    },
    {
     "p": 0.029181458055973053,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 0.5772376656532288,
   "val_loss": 1.0682525634765625,
   "acc": 70.06,
   "time": 240.65188072202727,
   "param": [
    {
     "p": 0.11356335878372192,
     "m": 0.5
    },
    {
     "p": 0.02222420461475849,
     "m": 0.5
    },
    {
     "p": 0.14951013028621674,
     "m": 0.5
    },
    {
     "p": 0.09346892684698105,
     "m": 0.6524491310119629
    },
    {
     "p": 0.09355173259973526,
     "m": 0.1040777787566185
    },
    {
     "p": 0.00903185736387968,
     "m": 0.40456587076187134
    },
    {
     "p": 0.11895592510700226,
     "m": 0.9455440640449524
    },
    {
     "p": 0.11904013156890869,
     "m": 0.5553402304649353
    },
    {
     "p": 0.008285297080874443,
     "m": 0.9472623467445374
    },
    {
     "p": 0.11484468728303909,
     "m": 1.0
    },
    {
     "p": 0.014925242401659489,
     "m": 1.0
    },
    {
     "p": 0.09926161170005798,
     "m": 0.9879072308540344
    },
    {
     "p": 0.008869826793670654,
     "m": 0.5
    },
    {
     "p": 0.03446703031659126,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 0.5945901870727539,
   "val_loss": 1.061242699623108,
   "acc": 70.4,
   "time": 247.05270697298693,
   "param": [
    {
     "p": 0.11235222220420837,
     "m": 0.5
    },
    {
     "p": 0.024674249812960625,
     "m": 0.5
    },
    {
     "p": 0.1423681080341339,
     "m": 0.5
    },
    {
     "p": 0.12004125118255615,
     "m": 0.7618545293807983
    },
    {
     "p": 0.07807467132806778,
     "m": 0.11704840511083603
    },
    {
     "p": 0.004074491560459137,
     "m": 0.4338180720806122
    },
    {
     "p": 0.12020482122898102,
     "m": 0.878726065158844
    },
    {
     "p": 0.11348610371351242,
     "m": 0.6473051905632019
    },
    {
     "p": 0.006825550459325314,
     "m": 0.9989151358604431
    },
    {
     "p": 0.108530193567276,
     "m": 1.0
    },
    {
     "p": 0.021632075309753418,
     "m": 0.9278247356414795
    },
    {
     "p": 0.10427363961935043,
     "m": 0.9967831373214722
    },
    {
     "p": 0.007576933596283197,
     "m": 0.5
    },
    {
     "p": 0.03588571026921272,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 0.5905473232269287,
   "val_loss": 0.9246885776519775,
   "acc": 70.72,
   "time": 241.88359328499064,
   "param": [
    {
     "p": 0.13271577656269073,
     "m": 0.5
    },
    {
     "p": 0.02449667453765869,
     "m": 0.5
    },
    {
     "p": 0.14320756494998932,
     "m": 0.5
    },
    {
     "p": 0.11465291678905487,
     "m": 0.6733418107032776
    },
    {
     "p": 0.08898293226957321,
     "m": 0.17779311537742615
    },
    {
     "p": 0.004658210556954145,
     "m": 0.3449946939945221
    },
    {
     "p": 0.10713121294975281,
     "m": 0.8192737102508545
    },
    {
     "p": 0.12009591609239578,
     "m": 0.639254629611969
    },
    {
     "p": 0.007413745857775211,
     "m": 0.9511870741844177
    },
    {
     "p": 0.1033104732632637,
     "m": 1.0
    },
    {
     "p": 0.014545675367116928,
     "m": 0.9246078133583069
    },
    {
     "p": 0.1057903841137886,
     "m": 0.9996760487556458
    },
    {
     "p": 0.000682717771269381,
     "m": 0.5
    },
    {
     "p": 0.0323159284889698,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 0.6868856549263,
   "val_loss": 1.0112816095352173,
   "acc": 70.99,
   "time": 250.99874116596766,
   "param": [
    {
     "p": 0.10111275315284729,
     "m": 0.5
    },
    {
     "p": 0.024809252470731735,
     "m": 0.5
    },
    {
     "p": 0.12700775265693665,
     "m": 0.5
    },
    {
     "p": 0.10831789672374725,
     "m": 0.6143754124641418
    },
    {
     "p": 0.08340904116630554,
     "m": 0.19961166381835938
    },
    {
     "p": 0.009521354921162128,
     "m": 0.15517063438892365
    },
    {
     "p": 0.1245860755443573,
     "m": 0.8100889325141907
    },
    {
     "p": 0.13733823597431183,
     "m": 0.7241826057434082
    },
    {
     "p": 0.008958962745964527,
     "m": 0.8286142349243164
    },
    {
     "p": 0.100212462246418,
     "m": 1.0
    },
    {
     "p": 0.019395049661397934,
     "m": 0.9138745665550232
    },
    {
     "p": 0.11217035353183746,
     "m": 0.9985743761062622
    },
    {
     "p": 0.007644751574844122,
     "m": 0.5
    },
    {
     "p": 0.0355161689221859,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 0.4786984324455261,
   "val_loss": 0.9508872628211975,
   "acc": 70.79,
   "time": 241.0946091740043,
   "param": [
    {
     "p": 0.12800249457359314,
     "m": 0.5
    },
    {
     "p": 0.026430074125528336,
     "m": 0.5
    },
    {
     "p": 0.13877111673355103,
     "m": 0.5
    },
    {
     "p": 0.1203659325838089,
     "m": 0.5723412036895752
    },
    {
     "p": 0.08857787400484085,
     "m": 0.2174261212348938
    },
    {
     "p": 0.0006882702582515776,
     "m": 0.17469573020935059
    },
    {
     "p": 0.1114896759390831,
     "m": 0.7561473846435547
    },
    {
     "p": 0.12272072583436966,
     "m": 0.6939321160316467
    },
    {
     "p": 0.008678987622261047,
     "m": 0.8608642220497131
    },
    {
     "p": 0.10136793553829193,
     "m": 1.0
    },
    {
     "p": 0.002119513927027583,
     "m": 0.9472978711128235
    },
    {
     "p": 0.11176059395074844,
     "m": 1.0
    },
    {
     "p": 0.005823861807584763,
     "m": 0.5
    },
    {
     "p": 0.033202797174453735,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 0.9681054353713989,
   "val_loss": 0.9939188957214355,
   "acc": 70.99,
   "time": 245.41683802800253,
   "param": [
    {
     "p": 0.11465395987033844,
     "m": 0.5
    },
    {
     "p": 0.030911773443222046,
     "m": 0.5
    },
    {
     "p": 0.1277794986963272,
     "m": 0.5
    },
    {
     "p": 0.10880467295646667,
     "m": 0.5665974617004395
    },
    {
     "p": 0.0832454040646553,
     "m": 0.19752991199493408
    },
    {
     "p": 0.008906877599656582,
     "m": 0.1825651079416275
    },
    {
     "p": 0.12372570484876633,
     "m": 0.7361894845962524
    },
    {
     "p": 0.12354784458875656,
     "m": 0.8042910099029541
    },
    {
     "p": 0.010132520459592342,
     "m": 0.8704289793968201
    },
    {
     "p": 0.12157141417264938,
     "m": 0.969966471195221
    },
    {
     "p": 0.01317992340773344,
     "m": 0.915413498878479
    },
    {
     "p": 0.09354189038276672,
     "m": 1.0
    },
    {
     "p": 0.005225935485213995,
     "m": 0.5
    },
    {
     "p": 0.03477253392338753,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 1.0504437685012817,
   "val_loss": 0.8805720210075378,
   "acc": 70.49,
   "time": 250.48640105500817,
   "param": [
    {
     "p": 0.1254180371761322,
     "m": 0.5
    },
    {
     "p": 0.024924932047724724,
     "m": 0.5
    },
    {
     "p": 0.12637394666671753,
     "m": 0.5
    },
    {
     "p": 0.10909274220466614,
     "m": 0.5744783282279968
    },
    {
     "p": 0.07835915684700012,
     "m": 0.12471882998943329
    },
    {
     "p": 0.007034389302134514,
     "m": 0.18815527856349945
    },
    {
     "p": 0.13477222621440887,
     "m": 0.7470270395278931
    },
    {
     "p": 0.10188745707273483,
     "m": 0.7628745436668396
    },
    {
     "p": 0.006161975208669901,
     "m": 0.8475417494773865
    },
    {
     "p": 0.10750723630189896,
     "m": 0.8738909959793091
    },
    {
     "p": 0.01969589665532112,
     "m": 1.0
    },
    {
     "p": 0.11522077769041061,
     "m": 1.0
    },
    {
     "p": 0.00782111007720232,
     "m": 0.5
    },
    {
     "p": 0.03573010861873627,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 0.5958675742149353,
   "val_loss": 1.0016398429870605,
   "acc": 70.88,
   "time": 252.38527582003735,
   "param": [
    {
     "p": 0.10312962532043457,
     "m": 0.5
    },
    {
     "p": 0.029061317443847656,
     "m": 0.5
    },
    {
     "p": 0.13633662462234497,
     "m": 0.5
    },
    {
     "p": 0.1266738921403885,
     "m": 0.5083327889442444
    },
    {
     "p": 0.0891326367855072,
     "m": 0.17373712360858917
    },
    {
     "p": 0.015445547178387642,
     "m": 0.13341736793518066
    },
    {
     "p": 0.13561414182186127,
     "m": 0.8491964936256409
    },
    {
     "p": 0.10967817157506943,
     "m": 0.6486971974372864
    },
    {
     "p": 0.008545510470867157,
     "m": 0.832473635673523
    },
    {
     "p": 0.10838409513235092,
     "m": 0.974910318851471
    },
    {
     "p": 0.013218655250966549,
     "m": 0.9148252606391907
    },
    {
     "p": 0.081391841173172,
     "m": 0.997657835483551
    },
    {
     "p": 0.005823710933327675,
     "m": 0.5
    },
    {
     "p": 0.03756414353847504,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 0.8383182287216187,
   "val_loss": 0.9032856225967407,
   "acc": 71.26,
   "time": 246.35143233899726,
   "param": [
    {
     "p": 0.12097650021314621,
     "m": 0.5
    },
    {
     "p": 0.027321618050336838,
     "m": 0.5
    },
    {
     "p": 0.14684271812438965,
     "m": 0.5
    },
    {
     "p": 0.10864853858947754,
     "m": 0.576049268245697
    },
    {
     "p": 0.09124338626861572,
     "m": 0.20329032838344574
    },
    {
     "p": 0.007765596266835928,
     "m": 0.27192240953445435
    },
    {
     "p": 0.11031220853328705,
     "m": 0.7635658383369446
    },
    {
     "p": 0.12817701697349548,
     "m": 0.6421929001808167
    },
    {
     "p": 0.004209309816360474,
     "m": 0.9185037612915039
    },
    {
     "p": 0.09285604953765869,
     "m": 1.0
    },
    {
     "p": 0.011677119880914688,
     "m": 0.9049005508422852
    },
    {
     "p": 0.10609504580497742,
     "m": 1.0
    },
    {
     "p": 0.003560589859262109,
     "m": 0.5
    },
    {
     "p": 0.040314242243766785,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 0.662530779838562,
   "val_loss": 0.7882072925567627,
   "acc": 71.28,
   "time": 245.04535135399783,
   "param": [
    {
     "p": 0.09847868233919144,
     "m": 0.5
    },
    {
     "p": 0.027087712660431862,
     "m": 0.5
    },
    {
     "p": 0.13256923854351044,
     "m": 0.5
    },
    {
     "p": 0.12086663395166397,
     "m": 0.5573196411132812
    },
    {
     "p": 0.08447115123271942,
     "m": 0.19742394983768463
    },
    {
     "p": 0.010392390191555023,
     "m": 0.2507375478744507
    },
    {
     "p": 0.10145019739866257,
     "m": 0.6508921384811401
    },
    {
     "p": 0.12891119718551636,
     "m": 0.6252531409263611
    },
    {
     "p": 0.012100455351173878,
     "m": 0.9774800539016724
    },
    {
     "p": 0.08776909112930298,
     "m": 0.883236289024353
    },
    {
     "p": 0.016396330669522285,
     "m": 0.9550029039382935
    },
    {
     "p": 0.11147818714380264,
     "m": 1.0
    },
    {
     "p": 0.016543542966246605,
     "m": 0.5
    },
    {
     "p": 0.05148528143763542,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 0.9362035989761353,
   "val_loss": 1.0316758155822754,
   "acc": 70.02,
   "time": 251.80763679399388,
   "param": [
    {
     "p": 0.10966093838214874,
     "m": 0.5
    },
    {
     "p": 0.028302129358053207,
     "m": 0.5
    },
    {
     "p": 0.1241433396935463,
     "m": 0.5
    },
    {
     "p": 0.10391577333211899,
     "m": 0.4981614947319031
    },
    {
     "p": 0.07573119550943375,
     "m": 0.10000000149011612
    },
    {
     "p": 0.007265431806445122,
     "m": 0.30223801732063293
    },
    {
     "p": 0.1119760200381279,
     "m": 0.5800402164459229
    },
    {
     "p": 0.1223001778125763,
     "m": 0.6175895929336548
    },
    {
     "p": 0.011568712070584297,
     "m": 0.9957943558692932
    },
    {
     "p": 0.11933673173189163,
     "m": 0.9101122617721558
    },
    {
     "p": 0.016856489703059196,
     "m": 0.9973843693733215
    },
    {
     "p": 0.11557440459728241,
     "m": 1.0
    },
    {
     "p": 0.012076137587428093,
     "m": 0.5
    },
    {
     "p": 0.04129253700375557,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 0.6445658802986145,
   "val_loss": 0.9510022401809692,
   "acc": 71.74,
   "time": 249.51450565300183,
   "param": [
    {
     "p": 0.09580481797456741,
     "m": 0.5
    },
    {
     "p": 0.027644023299217224,
     "m": 0.5
    },
    {
     "p": 0.13075856864452362,
     "m": 0.5
    },
    {
     "p": 0.12842810153961182,
     "m": 0.525886058807373
    },
    {
     "p": 0.07821585983037949,
     "m": 0.15703575313091278
    },
    {
     "p": 0.004578274674713612,
     "m": 0.2706622779369354
    },
    {
     "p": 0.12282474339008331,
     "m": 0.7240079045295715
    },
    {
     "p": 0.13467338681221008,
     "m": 0.675858736038208
    },
    {
     "p": 0.010069180279970169,
     "m": 0.8304051756858826
    },
    {
     "p": 0.1040998101234436,
     "m": 1.0
    },
    {
     "p": 0.01564514823257923,
     "m": 0.8790140151977539
    },
    {
     "p": 0.08238108456134796,
     "m": 0.9970163702964783
    },
    {
     "p": 0.03035644069314003,
     "m": 0.5
    },
    {
     "p": 0.03452054411172867,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 0.8589136004447937,
   "val_loss": 0.9713969826698303,
   "acc": 71.28,
   "time": 240.26445634802803,
   "param": [
    {
     "p": 0.11458565294742584,
     "m": 0.5
    },
    {
     "p": 0.03324760124087334,
     "m": 0.5
    },
    {
     "p": 0.1311020851135254,
     "m": 0.5
    },
    {
     "p": 0.09075634181499481,
     "m": 0.46098944544792175
    },
    {
     "p": 0.09409233927726746,
     "m": 0.20963022112846375
    },
    {
     "p": 0.00724314758554101,
     "m": 0.32810845971107483
    },
    {
     "p": 0.12365064024925232,
     "m": 0.6316255331039429
    },
    {
     "p": 0.11519406735897064,
     "m": 0.5739375352859497
    },
    {
     "p": 0.0039469776675105095,
     "m": 0.8826806545257568
    },
    {
     "p": 0.10547291487455368,
     "m": 0.9683827757835388
    },
    {
     "p": 0.019457822665572166,
     "m": 0.8226800560951233
    },
    {
     "p": 0.10736332833766937,
     "m": 1.0
    },
    {
     "p": 0.009762456640601158,
     "m": 0.5
    },
    {
     "p": 0.044124528765678406,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 0.7293912768363953,
   "val_loss": 0.8525097370147705,
   "acc": 70.84,
   "time": 240.04293619201053,
   "param": [
    {
     "p": 0.0908886045217514,
     "m": 0.5
    },
    {
     "p": 0.026102719828486443,
     "m": 0.5
    },
    {
     "p": 0.1714174896478653,
     "m": 0.5
    },
    {
     "p": 0.08928342908620834,
     "m": 0.4475608170032501
    },
    {
     "p": 0.0869055688381195,
     "m": 0.23172219097614288
    },
    {
     "p": 0.00782248005270958,
     "m": 0.30091992020606995
    },
    {
     "p": 0.10378434509038925,
     "m": 0.7107028961181641
    },
    {
     "p": 0.13403983414173126,
     "m": 0.7045929431915283
    },
    {
     "p": 0.015010247007012367,
     "m": 0.9616785645484924
    },
    {
     "p": 0.11684958636760712,
     "m": 1.0
    },
    {
     "p": 0.011302157305181026,
     "m": 0.9382324814796448
    },
    {
     "p": 0.1058124229311943,
     "m": 1.0
    },
    {
     "p": 0.0006969708483666182,
     "m": 0.5
    },
    {
     "p": 0.040084242820739746,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 0.7977792024612427,
   "val_loss": 0.9246020317077637,
   "acc": 70.95,
   "time": 240.30190471897367,
   "param": [
    {
     "p": 0.10843699425458908,
     "m": 0.5
    },
    {
     "p": 0.028489546850323677,
     "m": 0.5
    },
    {
     "p": 0.13089589774608612,
     "m": 0.5
    },
    {
     "p": 0.1149493083357811,
     "m": 0.5396680235862732
    },
    {
     "p": 0.09114208817481995,
     "m": 0.24218928813934326
    },
    {
     "p": 0.0042760297656059265,
     "m": 0.2837648093700409
    },
    {
     "p": 0.10800942778587341,
     "m": 0.7370413541793823
    },
    {
     "p": 0.10834314674139023,
     "m": 0.6292012333869934
    },
    {
     "p": 0.009473904967308044,
     "m": 0.8902906179428101
    },
    {
     "p": 0.10669005662202835,
     "m": 0.9287189245223999
    },
    {
     "p": 0.011787616647779942,
     "m": 0.9134957194328308
    },
    {
     "p": 0.12697981297969818,
     "m": 1.0
    },
    {
     "p": 0.01348662469536066,
     "m": 0.5
    },
    {
     "p": 0.037039533257484436,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 0.656958281993866,
   "val_loss": 1.0455142259597778,
   "acc": 70.75,
   "time": 244.6067509680288,
   "param": [
    {
     "p": 0.10069335252046585,
     "m": 0.5
    },
    {
     "p": 0.028210226446390152,
     "m": 0.5
    },
    {
     "p": 0.11613006144762039,
     "m": 0.5
    },
    {
     "p": 0.10241669416427612,
     "m": 0.6290420293807983
    },
    {
     "p": 0.08991184830665588,
     "m": 0.24507485330104828
    },
    {
     "p": 0.007780783344060183,
     "m": 0.30137354135513306
    },
    {
     "p": 0.12143847346305847,
     "m": 0.8113741874694824
    },
    {
     "p": 0.13559365272521973,
     "m": 0.6138758063316345
    },
    {
     "p": 0.028767501935362816,
     "m": 0.9180899262428284
    },
    {
     "p": 0.10257816314697266,
     "m": 0.8865318298339844
    },
    {
     "p": 0.014411063864827156,
     "m": 0.9551042914390564
    },
    {
     "p": 0.10402026027441025,
     "m": 0.9994022846221924
    },
    {
     "p": 0.007115109357982874,
     "m": 0.5
    },
    {
     "p": 0.040932945907115936,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 1.1141365766525269,
   "val_loss": 1.0108543634414673,
   "acc": 70.49,
   "time": 247.9981360709644,
   "param": [
    {
     "p": 0.10498901456594467,
     "m": 0.5
    },
    {
     "p": 0.021199537441134453,
     "m": 0.5
    },
    {
     "p": 0.10216544568538666,
     "m": 0.5
    },
    {
     "p": 0.08407247066497803,
     "m": 0.6428680419921875
    },
    {
     "p": 0.09294918924570084,
     "m": 0.29151451587677
    },
    {
     "p": 0.007517307531088591,
     "m": 0.2947350740432739
    },
    {
     "p": 0.10194656252861023,
     "m": 0.9277474880218506
    },
    {
     "p": 0.10556520521640778,
     "m": 0.8615638017654419
    },
    {
     "p": 0.006661119870841503,
     "m": 0.9883193969726562
    },
    {
     "p": 0.10501884669065475,
     "m": 0.9209839701652527
    },
    {
     "p": 0.014626448042690754,
     "m": 1.0
    },
    {
     "p": 0.06895975768566132,
     "m": 1.0
    },
    {
     "p": 0.1425611674785614,
     "m": 0.5
    },
    {
     "p": 0.041767992079257965,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 0.6903973817825317,
   "val_loss": 1.0553662776947021,
   "acc": 70.93,
   "time": 246.47092030697968,
   "param": [
    {
     "p": 0.10643786191940308,
     "m": 0.5
    },
    {
     "p": 0.025261705741286278,
     "m": 0.5
    },
    {
     "p": 0.12128815799951553,
     "m": 0.5
    },
    {
     "p": 0.12693879008293152,
     "m": 0.6531334519386292
    },
    {
     "p": 0.05894150212407112,
     "m": 0.18861524760723114
    },
    {
     "p": 0.01705077290534973,
     "m": 0.30516165494918823
    },
    {
     "p": 0.11676496267318726,
     "m": 0.9348734617233276
    },
    {
     "p": 0.1317901313304901,
     "m": 0.8918262720108032
    },
    {
     "p": 0.0035729585215449333,
     "m": 0.9445663690567017
    },
    {
     "p": 0.10342822223901749,
     "m": 0.9382659792900085
    },
    {
     "p": 0.018194064497947693,
     "m": 0.9943305253982544
    },
    {
     "p": 0.1403169482946396,
     "m": 1.0
    },
    {
     "p": 0.008026208728551865,
     "m": 0.5
    },
    {
     "p": 0.021987786516547203,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 1.0070946216583252,
   "val_loss": 0.9895618557929993,
   "acc": 72.0,
   "time": 245.4020044269855,
   "param": [
    {
     "p": 0.11592822521924973,
     "m": 0.5
    },
    {
     "p": 0.03261394426226616,
     "m": 0.5
    },
    {
     "p": 0.13031984865665436,
     "m": 0.5
    },
    {
     "p": 0.09369812905788422,
     "m": 0.7426636815071106
    },
    {
     "p": 0.09784094244241714,
     "m": 0.22357818484306335
    },
    {
     "p": 0.007481832057237625,
     "m": 0.42350783944129944
    },
    {
     "p": 0.11979570984840393,
     "m": 0.9596638083457947
    },
    {
     "p": 0.1210932731628418,
     "m": 0.9547658562660217
    },
    {
     "p": 0.010994749143719673,
     "m": 0.9567818641662598
    },
    {
     "p": 0.11504052579402924,
     "m": 0.9480030536651611
    },
    {
     "p": 0.019393092021346092,
     "m": 0.9185594916343689
    },
    {
     "p": 0.11373079568147659,
     "m": 1.0
    },
    {
     "p": 0.004070988390594721,
     "m": 0.5
    },
    {
     "p": 0.017997974529862404,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 0.8691523671150208,
   "val_loss": 0.8942152261734009,
   "acc": 70.51,
   "time": 248.3281066349591,
   "param": [
    {
     "p": 0.10874224454164505,
     "m": 0.5
    },
    {
     "p": 0.03084716573357582,
     "m": 0.5
    },
    {
     "p": 0.1347307413816452,
     "m": 0.5
    },
    {
     "p": 0.09704287350177765,
     "m": 0.6655483245849609
    },
    {
     "p": 0.0811932235956192,
     "m": 0.1622191220521927
    },
    {
     "p": 0.011518891900777817,
     "m": 0.4294723570346832
    },
    {
     "p": 0.13760465383529663,
     "m": 0.8302556872367859
    },
    {
     "p": 0.1468299925327301,
     "m": 0.9510104060173035
    },
    {
     "p": 0.010387806221842766,
     "m": 0.9805335402488708
    },
    {
     "p": 0.07242203503847122,
     "m": 0.9684058427810669
    },
    {
     "p": 0.0034677123185247183,
     "m": 0.9643705487251282
    },
    {
     "p": 0.13499487936496735,
     "m": 1.0
    },
    {
     "p": 0.004468743689358234,
     "m": 0.5
    },
    {
     "p": 0.02574910968542099,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 0.9282364249229431,
   "val_loss": 0.8906458020210266,
   "acc": 71.05,
   "time": 250.1481870819698,
   "param": [
    {
     "p": 0.10630917549133301,
     "m": 0.5
    },
    {
     "p": 0.029701177030801773,
     "m": 0.5
    },
    {
     "p": 0.13105334341526031,
     "m": 0.5
    },
    {
     "p": 0.10933199524879456,
     "m": 0.7028666138648987
    },
    {
     "p": 0.08474837988615036,
     "m": 0.21416661143302917
    },
    {
     "p": 0.00833212397992611,
     "m": 0.40645045042037964
    },
    {
     "p": 0.12820930778980255,
     "m": 0.9746545553207397
    },
    {
     "p": 0.12696057558059692,
     "m": 0.9359430074691772
    },
    {
     "p": 0.027439676225185394,
     "m": 0.9463221430778503
    },
    {
     "p": 0.09476950019598007,
     "m": 0.9968297481536865
    },
    {
     "p": 0.019185593351721764,
     "m": 1.0
    },
    {
     "p": 0.10128113627433777,
     "m": 1.0
    },
    {
     "p": 0.0037366263568401337,
     "m": 0.5
    },
    {
     "p": 0.028941430151462555,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 0.8462444543838501,
   "val_loss": 1.0015361309051514,
   "acc": 71.87,
   "time": 247.33905627700733,
   "param": [
    {
     "p": 0.134861558675766,
     "m": 0.5
    },
    {
     "p": 0.020094364881515503,
     "m": 0.5
    },
    {
     "p": 0.13040421903133392,
     "m": 0.5
    },
    {
     "p": 0.09048254042863846,
     "m": 0.7085577249526978
    },
    {
     "p": 0.09199170768260956,
     "m": 0.25139689445495605
    },
    {
     "p": 0.0006925667985342443,
     "m": 0.4456993341445923
    },
    {
     "p": 0.10462873429059982,
     "m": 0.8719348311424255
    },
    {
     "p": 0.12781812250614166,
     "m": 0.8315179944038391
    },
    {
     "p": 0.010685309767723083,
     "m": 0.9908246397972107
    },
    {
     "p": 0.11129981279373169,
     "m": 0.9889816045761108
    },
    {
     "p": 0.019125906750559807,
     "m": 0.962641179561615
    },
    {
     "p": 0.12482400983572006,
     "m": 1.0
    },
    {
     "p": 0.0006925667985342443,
     "m": 0.5
    },
    {
     "p": 0.03239860013127327,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 0.530020534992218,
   "val_loss": 0.9172254800796509,
   "acc": 71.97,
   "time": 242.50361881504068,
   "param": [
    {
     "p": 0.09927505999803543,
     "m": 0.5
    },
    {
     "p": 0.02712443098425865,
     "m": 0.5
    },
    {
     "p": 0.1238565593957901,
     "m": 0.5
    },
    {
     "p": 0.11564532667398453,
     "m": 0.7733185887336731
    },
    {
     "p": 0.09605780988931656,
     "m": 0.17165571451187134
    },
    {
     "p": 0.014369039796292782,
     "m": 0.44341278076171875
    },
    {
     "p": 0.1267939805984497,
     "m": 1.0
    },
    {
     "p": 0.10337214171886444,
     "m": 0.8288472890853882
    },
    {
     "p": 0.019787415862083435,
     "m": 0.8657471537590027
    },
    {
     "p": 0.1064617708325386,
     "m": 0.9044305682182312
    },
    {
     "p": 0.014605541713535786,
     "m": 0.9643059372901917
    },
    {
     "p": 0.1291646808385849,
     "m": 1.0
    },
    {
     "p": 0.0034735803492367268,
     "m": 0.5
    },
    {
     "p": 0.02001272700726986,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 0.9054405689239502,
   "val_loss": 0.7810415625572205,
   "acc": 70.46,
   "time": 246.2190444500302,
   "param": [
    {
     "p": 0.10944906622171402,
     "m": 0.5
    },
    {
     "p": 0.039400614798069,
     "m": 0.5
    },
    {
     "p": 0.12569710612297058,
     "m": 0.5
    },
    {
     "p": 0.09178869426250458,
     "m": 0.6836868524551392
    },
    {
     "p": 0.09172230213880539,
     "m": 0.16249331831932068
    },
    {
     "p": 0.037683989852666855,
     "m": 0.45484602451324463
    },
    {
     "p": 0.09050297737121582,
     "m": 0.8370320200920105
    },
    {
     "p": 0.10480441153049469,
     "m": 0.7030583620071411
    },
    {
     "p": 0.03280623257160187,
     "m": 0.9322571158409119
    },
    {
     "p": 0.09452217817306519,
     "m": 0.9146363139152527
    },
    {
     "p": 0.02932613343000412,
     "m": 0.8029040098190308
    },
    {
     "p": 0.09831636399030685,
     "m": 1.0
    },
    {
     "p": 0.025100737810134888,
     "m": 0.5
    },
    {
     "p": 0.02887922152876854,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 0.7837405800819397,
   "val_loss": 1.0002272129058838,
   "acc": 71.52,
   "time": 260.39224670099793,
   "param": [
    {
     "p": 0.1040988489985466,
     "m": 0.5
    },
    {
     "p": 0.03525153547525406,
     "m": 0.5
    },
    {
     "p": 0.13529075682163239,
     "m": 0.5
    },
    {
     "p": 0.11023768782615662,
     "m": 0.6531973481178284
    },
    {
     "p": 0.08523152023553848,
     "m": 0.12380540370941162
    },
    {
     "p": 0.011055230163037777,
     "m": 0.43952080607414246
    },
    {
     "p": 0.12259708344936371,
     "m": 0.8454456925392151
    },
    {
     "p": 0.14127041399478912,
     "m": 0.6501726508140564
    },
    {
     "p": 0.0006972677074372768,
     "m": 0.9673029780387878
    },
    {
     "p": 0.09938248991966248,
     "m": 0.9764752984046936
    },
    {
     "p": 0.016053922474384308,
     "m": 0.8649663925170898
    },
    {
     "p": 0.10901141166687012,
     "m": 1.0
    },
    {
     "p": 0.006604905705899,
     "m": 0.5
    },
    {
     "p": 0.02321695163846016,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 0.63718581199646,
   "val_loss": 0.9010301232337952,
   "acc": 71.58,
   "time": 252.83189722400857,
   "param": [
    {
     "p": 0.10232945531606674,
     "m": 0.5
    },
    {
     "p": 0.03570014238357544,
     "m": 0.5
    },
    {
     "p": 0.10604216903448105,
     "m": 0.5
    },
    {
     "p": 0.1189601793885231,
     "m": 0.7200137972831726
    },
    {
     "p": 0.07991988956928253,
     "m": 0.11409225314855576
    },
    {
     "p": 0.008937226608395576,
     "m": 0.3061254620552063
    },
    {
     "p": 0.07825188338756561,
     "m": 0.9307575821876526
    },
    {
     "p": 0.12403559684753418,
     "m": 0.5977469682693481
    },
    {
     "p": 0.02520468831062317,
     "m": 0.9313814043998718
    },
    {
     "p": 0.16916316747665405,
     "m": 0.8976565599441528
    },
    {
     "p": 0.013794969767332077,
     "m": 0.8470636606216431
    },
    {
     "p": 0.10200222581624985,
     "m": 0.9918199777603149
    },
    {
     "p": 0.009106284938752651,
     "m": 0.5
    },
    {
     "p": 0.02655205875635147,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 0.5016613602638245,
   "val_loss": 0.9356784224510193,
   "acc": 71.06,
   "time": 248.96710433997214,
   "param": [
    {
     "p": 0.1210089698433876,
     "m": 0.5
    },
    {
     "p": 0.03435516357421875,
     "m": 0.5
    },
    {
     "p": 0.1364433616399765,
     "m": 0.5
    },
    {
     "p": 0.11993063986301422,
     "m": 0.7577977776527405
    },
    {
     "p": 0.09505901485681534,
     "m": 0.17157647013664246
    },
    {
     "p": 0.009281179867684841,
     "m": 0.3681883215904236
    },
    {
     "p": 0.11674205213785172,
     "m": 0.9087981581687927
    },
    {
     "p": 0.10194515436887741,
     "m": 0.6159636378288269
    },
    {
     "p": 0.010688416659832,
     "m": 0.9148921966552734
    },
    {
     "p": 0.09688381105661392,
     "m": 0.9498845934867859
    },
    {
     "p": 0.0018961471505463123,
     "m": 0.8976532816886902
    },
    {
     "p": 0.11959754675626755,
     "m": 1.0
    },
    {
     "p": 0.006539167836308479,
     "m": 0.5
    },
    {
     "p": 0.0296294167637825,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 0.8179989457130432,
   "val_loss": 0.904422402381897,
   "acc": 71.36,
   "time": 243.34787263697945,
   "param": [
    {
     "p": 0.10480212420225143,
     "m": 0.5
    },
    {
     "p": 0.0353362113237381,
     "m": 0.5
    },
    {
     "p": 0.14604957401752472,
     "m": 0.5
    },
    {
     "p": 0.10445990413427353,
     "m": 0.7546116709709167
    },
    {
     "p": 0.06541218608617783,
     "m": 0.1081925556063652
    },
    {
     "p": 0.0684526339173317,
     "m": 0.23349308967590332
    },
    {
     "p": 0.10125281661748886,
     "m": 0.8356627821922302
    },
    {
     "p": 0.09279929101467133,
     "m": 0.735535740852356
    },
    {
     "p": 0.009878017008304596,
     "m": 0.9074785709381104
    },
    {
     "p": 0.10640066117048264,
     "m": 1.0
    },
    {
     "p": 0.038605961948633194,
     "m": 1.0
    },
    {
     "p": 0.09290561825037003,
     "m": 1.0
    },
    {
     "p": 0.0013962030643597245,
     "m": 0.5
    },
    {
     "p": 0.03224873170256615,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 0.9623208045959473,
   "val_loss": 0.9696210622787476,
   "acc": 71.53,
   "time": 249.11038204701617,
   "param": [
    {
     "p": 0.09470190107822418,
     "m": 0.5
    },
    {
     "p": 0.0350116603076458,
     "m": 0.5
    },
    {
     "p": 0.14653408527374268,
     "m": 0.5
    },
    {
     "p": 0.1114988699555397,
     "m": 0.6876091361045837
    },
    {
     "p": 0.08022550493478775,
     "m": 0.22092656791210175
    },
    {
     "p": 0.004758548457175493,
     "m": 0.27457427978515625
    },
    {
     "p": 0.13100740313529968,
     "m": 0.7828201651573181
    },
    {
     "p": 0.1103752851486206,
     "m": 0.769990086555481
    },
    {
     "p": 0.0069601577706635,
     "m": 0.9425507187843323
    },
    {
     "p": 0.09661111235618591,
     "m": 1.0
    },
    {
     "p": 0.015716800466179848,
     "m": 1.0
    },
    {
     "p": 0.12443500757217407,
     "m": 1.0
    },
    {
     "p": 0.010034935548901558,
     "m": 0.5
    },
    {
     "p": 0.03212861344218254,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 0.5820215344429016,
   "val_loss": 0.9571326971054077,
   "acc": 71.23,
   "time": 253.64231517800363,
   "param": [
    {
     "p": 0.10981255024671555,
     "m": 0.5
    },
    {
     "p": 0.036443110555410385,
     "m": 0.5
    },
    {
     "p": 0.1358824372291565,
     "m": 0.5
    },
    {
     "p": 0.11125978827476501,
     "m": 0.7064518928527832
    },
    {
     "p": 0.10585769265890121,
     "m": 0.24921424686908722
    },
    {
     "p": 0.0072778924368321896,
     "m": 0.285015732049942
    },
    {
     "p": 0.11500194668769836,
     "m": 0.731163740158081
    },
    {
     "p": 0.12035295367240906,
     "m": 0.674275279045105
    },
    {
     "p": 0.013030863367021084,
     "m": 0.9800148606300354
    },
    {
     "p": 0.08359331637620926,
     "m": 0.9773162007331848
    },
    {
     "p": 0.019863441586494446,
     "m": 0.973098874092102
    },
    {
     "p": 0.10475009679794312,
     "m": 1.0
    },
    {
     "p": 0.0049325693398714066,
     "m": 0.5
    },
    {
     "p": 0.03194134309887886,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 0.8437755107879639,
   "val_loss": 0.7699621319770813,
   "acc": 70.73,
   "time": 252.94585890200688,
   "param": [
    {
     "p": 0.1413625180721283,
     "m": 0.5
    },
    {
     "p": 0.04000348970293999,
     "m": 0.5
    },
    {
     "p": 0.13554003834724426,
     "m": 0.5
    },
    {
     "p": 0.07741639018058777,
     "m": 0.6338729858398438
    },
    {
     "p": 0.11404886096715927,
     "m": 0.25750070810317993
    },
    {
     "p": 0.009313291870057583,
     "m": 0.4582762122154236
    },
    {
     "p": 0.12263169139623642,
     "m": 0.7099826335906982
    },
    {
     "p": 0.12398043274879456,
     "m": 0.6785153746604919
    },
    {
     "p": 0.010822102427482605,
     "m": 0.8677317500114441
    },
    {
     "p": 0.09728355705738068,
     "m": 1.0
    },
    {
     "p": 0.02063077874481678,
     "m": 0.9639946222305298
    },
    {
     "p": 0.06937667727470398,
     "m": 0.9927877187728882
    },
    {
     "p": 0.0006904603797011077,
     "m": 0.5
    },
    {
     "p": 0.03689964860677719,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 0.6473463773727417,
   "val_loss": 1.0403085947036743,
   "acc": 71.66,
   "time": 251.53090163500747,
   "param": [
    {
     "p": 0.08963645249605179,
     "m": 0.5
    },
    {
     "p": 0.041298046708106995,
     "m": 0.5
    },
    {
     "p": 0.13176867365837097,
     "m": 0.5
    },
    {
     "p": 0.09438417106866837,
     "m": 0.6180762648582458
    },
    {
     "p": 0.10313228517770767,
     "m": 0.21387244760990143
    },
    {
     "p": 0.006281029898673296,
     "m": 0.4420068860054016
    },
    {
     "p": 0.12183888256549835,
     "m": 0.8236536383628845
    },
    {
     "p": 0.1300794631242752,
     "m": 0.7246580719947815
    },
    {
     "p": 0.011116258800029755,
     "m": 0.831631600856781
    },
    {
     "p": 0.09931536763906479,
     "m": 0.956832230091095
    },
    {
     "p": 0.017434922978281975,
     "m": 0.9425476789474487
    },
    {
     "p": 0.11704859882593155,
     "m": 1.0
    },
    {
     "p": 0.005299843847751617,
     "m": 0.5
    },
    {
     "p": 0.03136599808931351,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 0.7207344770431519,
   "val_loss": 0.9950150847434998,
   "acc": 71.38,
   "time": 265.8261428280384,
   "param": [
    {
     "p": 0.10831312090158463,
     "m": 0.5
    },
    {
     "p": 0.026323383674025536,
     "m": 0.5
    },
    {
     "p": 0.15425708889961243,
     "m": 0.5
    },
    {
     "p": 0.0935712531208992,
     "m": 0.6228166222572327
    },
    {
     "p": 0.10247249901294708,
     "m": 0.1292363852262497
    },
    {
     "p": 0.011728506535291672,
     "m": 0.43665415048599243
    },
    {
     "p": 0.1406630128622055,
     "m": 0.7998114228248596
    },
    {
     "p": 0.08702947944402695,
     "m": 0.8326835036277771
    },
    {
     "p": 0.012830869294703007,
     "m": 0.8242777585983276
    },
    {
     "p": 0.10570670664310455,
     "m": 1.0
    },
    {
     "p": 0.005395854357630014,
     "m": 0.9226754903793335
    },
    {
     "p": 0.10700531303882599,
     "m": 1.0
    },
    {
     "p": 0.005994847510010004,
     "m": 0.5
    },
    {
     "p": 0.03870801255106926,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 0.9120422601699829,
   "val_loss": 0.8882850408554077,
   "acc": 71.31,
   "time": 246.43444669398014,
   "param": [
    {
     "p": 0.10943649709224701,
     "m": 0.5
    },
    {
     "p": 0.02863580919802189,
     "m": 0.5
    },
    {
     "p": 0.12699495255947113,
     "m": 0.5
    },
    {
     "p": 0.11104390025138855,
     "m": 0.5042417049407959
    },
    {
     "p": 0.09605617821216583,
     "m": 0.16560572385787964
    },
    {
     "p": 0.00753974262624979,
     "m": 0.28327643871307373
    },
    {
     "p": 0.12412357330322266,
     "m": 0.8733135461807251
    },
    {
     "p": 0.11855312436819077,
     "m": 0.6992565989494324
    },
    {
     "p": 0.01074058748781681,
     "m": 0.7896504998207092
    },
    {
     "p": 0.08053967356681824,
     "m": 0.9764039516448975
    },
    {
     "p": 0.010611465200781822,
     "m": 0.9495855569839478
    },
    {
     "p": 0.12982504069805145,
     "m": 1.0
    },
    {
     "p": 0.00816301628947258,
     "m": 0.5
    },
    {
     "p": 0.03773636743426323,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 0.6758100986480713,
   "val_loss": 1.0119534730911255,
   "acc": 71.0,
   "time": 237.31185001000995,
   "param": [
    {
     "p": 0.09851928055286407,
     "m": 0.5
    },
    {
     "p": 0.03660392761230469,
     "m": 0.5
    },
    {
     "p": 0.09968454390764236,
     "m": 0.5
    },
    {
     "p": 0.12979361414909363,
     "m": 0.7747054100036621
    },
    {
     "p": 0.1009112000465393,
     "m": 0.24418674409389496
    },
    {
     "p": 0.0006951516261324286,
     "m": 0.25584107637405396
    },
    {
     "p": 0.1325339376926422,
     "m": 0.906592607498169
    },
    {
     "p": 0.08934441953897476,
     "m": 0.6194758415222168
    },
    {
     "p": 0.010101483203470707,
     "m": 0.8250203132629395
    },
    {
     "p": 0.11464152485132217,
     "m": 1.0
    },
    {
     "p": 0.018376309424638748,
     "m": 0.940524697303772
    },
    {
     "p": 0.12851180136203766,
     "m": 1.0
    },
    {
     "p": 0.004384881351143122,
     "m": 0.5
    },
    {
     "p": 0.03589797392487526,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 0.6518123149871826,
   "val_loss": 0.9070249795913696,
   "acc": 71.35,
   "time": 246.97344470204553,
   "param": [
    {
     "p": 0.13726431131362915,
     "m": 0.5
    },
    {
     "p": 0.03578663244843483,
     "m": 0.5
    },
    {
     "p": 0.13888148963451385,
     "m": 0.5
    },
    {
     "p": 0.08871037513017654,
     "m": 0.787109375
    },
    {
     "p": 0.08091109991073608,
     "m": 0.29743170738220215
    },
    {
     "p": 0.034096475690603256,
     "m": 0.24646687507629395
    },
    {
     "p": 0.12312766909599304,
     "m": 0.9073843359947205
    },
    {
     "p": 0.10389193892478943,
     "m": 0.6476609706878662
    },
    {
     "p": 0.011615786701440811,
     "m": 0.876987099647522
    },
    {
     "p": 0.08982391655445099,
     "m": 1.0
    },
    {
     "p": 0.0006924608023837209,
     "m": 0.9441663026809692
    },
    {
     "p": 0.11835716664791107,
     "m": 1.0
    },
    {
     "p": 0.004747449886053801,
     "m": 0.5
    },
    {
     "p": 0.032093197107315063,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 0.6503962874412537,
   "val_loss": 0.8774796724319458,
   "acc": 70.74,
   "time": 244.66058689897181,
   "param": [
    {
     "p": 0.09477955102920532,
     "m": 0.5
    },
    {
     "p": 0.04145500808954239,
     "m": 0.5
    },
    {
     "p": 0.14568236470222473,
     "m": 0.5
    },
    {
     "p": 0.09996682405471802,
     "m": 0.8455844521522522
    },
    {
     "p": 0.08934921026229858,
     "m": 0.24404942989349365
    },
    {
     "p": 0.011985590681433678,
     "m": 0.43993428349494934
    },
    {
     "p": 0.11484256386756897,
     "m": 0.8947279453277588
    },
    {
     "p": 0.11396533995866776,
     "m": 0.7771039009094238
    },
    {
     "p": 0.010270155034959316,
     "m": 0.9933571219444275
    },
    {
     "p": 0.1152288019657135,
     "m": 1.0
    },
    {
     "p": 0.009615235030651093,
     "m": 1.0
    },
    {
     "p": 0.123633973300457,
     "m": 1.0
    },
    {
     "p": 0.00397514970973134,
     "m": 0.5
    },
    {
     "p": 0.02525012008845806,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 0.6511635780334473,
   "val_loss": 0.8087174892425537,
   "acc": 71.79,
   "time": 240.63480302802054,
   "param": [
    {
     "p": 0.11956765502691269,
     "m": 0.5
    },
    {
     "p": 0.02273673005402088,
     "m": 0.5
    },
    {
     "p": 0.13029898703098297,
     "m": 0.5
    },
    {
     "p": 0.11217285692691803,
     "m": 0.7366889119148254
    },
    {
     "p": 0.09574693441390991,
     "m": 0.22319002449512482
    },
    {
     "p": 0.005923609249293804,
     "m": 0.5046201348304749
    },
    {
     "p": 0.11674686521291733,
     "m": 0.8962549567222595
    },
    {
     "p": 0.10802953690290451,
     "m": 0.8120571970939636
    },
    {
     "p": 0.007529335096478462,
     "m": 0.9345462918281555
    },
    {
     "p": 0.10644254833459854,
     "m": 0.9670035243034363
    },
    {
     "p": 0.012081981636583805,
     "m": 0.9720333814620972
    },
    {
     "p": 0.11617758870124817,
     "m": 1.0
    },
    {
     "p": 0.00808503944426775,
     "m": 0.5
    },
    {
     "p": 0.03846036270260811,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 0.8175337910652161,
   "val_loss": 0.936571478843689,
   "acc": 71.2,
   "time": 253.95496862899745,
   "param": [
    {
     "p": 0.09395255893468857,
     "m": 0.5
    },
    {
     "p": 0.03606681525707245,
     "m": 0.5
    },
    {
     "p": 0.15432344377040863,
     "m": 0.5
    },
    {
     "p": 0.09390144050121307,
     "m": 0.7090895175933838
    },
    {
     "p": 0.12158811092376709,
     "m": 0.22884465754032135
    },
    {
     "p": 0.012604634277522564,
     "m": 0.5426453948020935
    },
    {
     "p": 0.10486982762813568,
     "m": 0.88198322057724
    },
    {
     "p": 0.10396412760019302,
     "m": 0.6867424249649048
    },
    {
     "p": 0.019503889605402946,
     "m": 1.0
    },
    {
     "p": 0.0929519310593605,
     "m": 0.9997256398200989
    },
    {
     "p": 0.010713115334510803,
     "m": 0.9980429410934448
    },
    {
     "p": 0.10572560876607895,
     "m": 1.0
    },
    {
     "p": 0.00785798393189907,
     "m": 0.5
    },
    {
     "p": 0.04197651520371437,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 0.8826285600662231,
   "val_loss": 0.8412363529205322,
   "acc": 71.54,
   "time": 253.0314711270039,
   "param": [
    {
     "p": 0.13023719191551208,
     "m": 0.5
    },
    {
     "p": 0.029805568978190422,
     "m": 0.5
    },
    {
     "p": 0.1435510367155075,
     "m": 0.5
    },
    {
     "p": 0.11834756284952164,
     "m": 0.7022159695625305
    },
    {
     "p": 0.09024625271558762,
     "m": 0.20928353071212769
    },
    {
     "p": 0.011229229159653187,
     "m": 0.5673789381980896
    },
    {
     "p": 0.10500593483448029,
     "m": 0.6298535466194153
    },
    {
     "p": 0.1231238916516304,
     "m": 0.6878721117973328
    },
    {
     "p": 0.015172231011092663,
     "m": 1.0
    },
    {
     "p": 0.06826037168502808,
     "m": 0.996650755405426
    },
    {
     "p": 0.011657407507300377,
     "m": 0.9642818570137024
    },
    {
     "p": 0.11330926418304443,
     "m": 1.0
    },
    {
     "p": 0.008832410909235477,
     "m": 0.5
    },
    {
     "p": 0.031221669167280197,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 0.6131693720817566,
   "val_loss": 0.8587982654571533,
   "acc": 71.29,
   "time": 251.93968276598025,
   "param": [
    {
     "p": 0.10310178995132446,
     "m": 0.5
    },
    {
     "p": 0.04086286947131157,
     "m": 0.5
    },
    {
     "p": 0.12787804007530212,
     "m": 0.5
    },
    {
     "p": 0.09166224300861359,
     "m": 0.6151772737503052
    },
    {
     "p": 0.08463630825281143,
     "m": 0.10298634320497513
    },
    {
     "p": 0.008425521664321423,
     "m": 0.6284741759300232
    },
    {
     "p": 0.11133824288845062,
     "m": 0.6315268278121948
    },
    {
     "p": 0.0847877785563469,
     "m": 0.6997855305671692
    },
    {
     "p": 0.011368894949555397,
     "m": 0.9549810886383057
    },
    {
     "p": 0.09237249940633774,
     "m": 0.8771564960479736
    },
    {
     "p": 0.008478292264044285,
     "m": 0.9987345337867737
    },
    {
     "p": 0.09373832494020462,
     "m": 1.0
    },
    {
     "p": 0.10294054448604584,
     "m": 0.5
    },
    {
     "p": 0.038408733904361725,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 0.5893570780754089,
   "val_loss": 0.9156816005706787,
   "acc": 70.85,
   "time": 249.63858732301742,
   "param": [
    {
     "p": 0.09678696095943451,
     "m": 0.5
    },
    {
     "p": 0.03705676645040512,
     "m": 0.5
    },
    {
     "p": 0.12261057645082474,
     "m": 0.5
    },
    {
     "p": 0.10746797919273376,
     "m": 0.6849806308746338
    },
    {
     "p": 0.11525793373584747,
     "m": 0.3863140344619751
    },
    {
     "p": 0.010221016593277454,
     "m": 0.6562678217887878
    },
    {
     "p": 0.12350507825613022,
     "m": 0.7484610080718994
    },
    {
     "p": 0.13194788992404938,
     "m": 0.6948580741882324
    },
    {
     "p": 0.007600139826536179,
     "m": 1.0
    },
    {
     "p": 0.08922948688268661,
     "m": 0.8521583080291748
    },
    {
     "p": 0.004077835474163294,
     "m": 0.9794150590896606
    },
    {
     "p": 0.10953713208436966,
     "m": 0.9264837503433228
    },
    {
     "p": 0.0030526053160429,
     "m": 0.5
    },
    {
     "p": 0.041648589074611664,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 0.5252706408500671,
   "val_loss": 0.8481655716896057,
   "acc": 71.26,
   "time": 246.12532511900645,
   "param": [
    {
     "p": 0.12224962562322617,
     "m": 0.5
    },
    {
     "p": 0.045987144112586975,
     "m": 0.5
    },
    {
     "p": 0.12337996810674667,
     "m": 0.5
    },
    {
     "p": 0.11598994582891464,
     "m": 0.7224088907241821
    },
    {
     "p": 0.1035151481628418,
     "m": 0.3268156349658966
    },
    {
     "p": 0.010219452902674675,
     "m": 0.6171900033950806
    },
    {
     "p": 0.11422251164913177,
     "m": 0.6850895285606384
    },
    {
     "p": 0.09846650063991547,
     "m": 0.8181885480880737
    },
    {
     "p": 0.011654993519186974,
     "m": 1.0
    },
    {
     "p": 0.09943972527980804,
     "m": 0.8920966982841492
    },
    {
     "p": 0.0006753180059604347,
     "m": 1.0
    },
    {
     "p": 0.1100945919752121,
     "m": 1.0
    },
    {
     "p": 0.010329524986445904,
     "m": 0.5
    },
    {
     "p": 0.03377551957964897,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 0.485375314950943,
   "val_loss": 0.9147568941116333,
   "acc": 71.78,
   "time": 250.65654423902743,
   "param": [
    {
     "p": 0.12499135732650757,
     "m": 0.5
    },
    {
     "p": 0.03071785904467106,
     "m": 0.5
    },
    {
     "p": 0.1307733654975891,
     "m": 0.5
    },
    {
     "p": 0.10525147616863251,
     "m": 0.6177536845207214
    },
    {
     "p": 0.10525599122047424,
     "m": 0.263213574886322
    },
    {
     "p": 0.009104827418923378,
     "m": 0.6042770147323608
    },
    {
     "p": 0.09866708517074585,
     "m": 0.7570608854293823
    },
    {
     "p": 0.13646887242794037,
     "m": 0.8216668367385864
    },
    {
     "p": 0.014619939029216766,
     "m": 1.0
    },
    {
     "p": 0.06907208263874054,
     "m": 0.9186291694641113
    },
    {
     "p": 0.011822662316262722,
     "m": 1.0
    },
    {
     "p": 0.11867119371891022,
     "m": 1.0
    },
    {
     "p": 0.008871793746948242,
     "m": 0.5
    },
    {
     "p": 0.035711534321308136,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 0.7674981355667114,
   "val_loss": 0.9557022452354431,
   "acc": 70.83,
   "time": 249.8227050420246,
   "param": [
    {
     "p": 0.11176365613937378,
     "m": 0.5
    },
    {
     "p": 0.04170633479952812,
     "m": 0.5
    },
    {
     "p": 0.11777248978614807,
     "m": 0.5
    },
    {
     "p": 0.1023082584142685,
     "m": 0.5499467253684998
    },
    {
     "p": 0.11968396604061127,
     "m": 0.25526630878448486
    },
    {
     "p": 0.01369347795844078,
     "m": 0.6324771046638489
    },
    {
     "p": 0.10117950290441513,
     "m": 0.8477041125297546
    },
    {
     "p": 0.13627421855926514,
     "m": 0.7148740887641907
    },
    {
     "p": 0.0006971732946112752,
     "m": 0.9871097803115845
    },
    {
     "p": 0.09494484215974808,
     "m": 0.9497597813606262
    },
    {
     "p": 0.009367404505610466,
     "m": 0.9019323587417603
    },
    {
     "p": 0.10392986238002777,
     "m": 1.0
    },
    {
     "p": 0.006638587452471256,
     "m": 0.5
    },
    {
     "p": 0.040040209889411926,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 0.8197768330574036,
   "val_loss": 0.7790526151657104,
   "acc": 71.53,
   "time": 247.75191368797095,
   "param": [
    {
     "p": 0.09812477231025696,
     "m": 0.5
    },
    {
     "p": 0.047994717955589294,
     "m": 0.5
    },
    {
     "p": 0.1288766860961914,
     "m": 0.5
    },
    {
     "p": 0.08650610595941544,
     "m": 0.524699866771698
    },
    {
     "p": 0.10765458643436432,
     "m": 0.17811404168605804
    },
    {
     "p": 0.009058436378836632,
     "m": 0.655727207660675
    },
    {
     "p": 0.12227244675159454,
     "m": 0.8465484976768494
    },
    {
     "p": 0.10536382347345352,
     "m": 0.6198322772979736
    },
    {
     "p": 0.007865491323173046,
     "m": 0.9317405819892883
    },
    {
     "p": 0.0992739200592041,
     "m": 0.999587893486023
    },
    {
     "p": 0.01690029539167881,
     "m": 0.9784102439880371
    },
    {
     "p": 0.12020593136548996,
     "m": 0.9984906315803528
    },
    {
     "p": 0.00726820295676589,
     "m": 0.5
    },
    {
     "p": 0.04263449087738991,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 0.7576211094856262,
   "val_loss": 1.064293622970581,
   "acc": 71.49,
   "time": 256.63189640501514,
   "param": [
    {
     "p": 0.11623447388410568,
     "m": 0.5
    },
    {
     "p": 0.046614594757556915,
     "m": 0.5
    },
    {
     "p": 0.12272458523511887,
     "m": 0.5
    },
    {
     "p": 0.10842235386371613,
     "m": 0.5076815485954285
    },
    {
     "p": 0.09646480530500412,
     "m": 0.21938768029212952
    },
    {
     "p": 0.027265554293990135,
     "m": 0.4992733299732208
    },
    {
     "p": 0.10656563937664032,
     "m": 0.8800954818725586
    },
    {
     "p": 0.11345250904560089,
     "m": 0.7522407174110413
    },
    {
     "p": 0.011386914178729057,
     "m": 0.8954895734786987
    },
    {
     "p": 0.08287178725004196,
     "m": 0.9743698239326477
    },
    {
     "p": 0.008053415454924107,
     "m": 0.9723024964332581
    },
    {
     "p": 0.10692579299211502,
     "m": 1.0
    },
    {
     "p": 0.00852443277835846,
     "m": 0.5
    },
    {
     "p": 0.044493090361356735,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 0.652238667011261,
   "val_loss": 0.9980683922767639,
   "acc": 71.62,
   "time": 268.08522813400486,
   "param": [
    {
     "p": 0.12708739936351776,
     "m": 0.5
    },
    {
     "p": 0.04356015473604202,
     "m": 0.5
    },
    {
     "p": 0.10748208314180374,
     "m": 0.5
    },
    {
     "p": 0.1025138720870018,
     "m": 0.5558507442474365
    },
    {
     "p": 0.09972570091485977,
     "m": 0.22216348350048065
    },
    {
     "p": 0.011183617636561394,
     "m": 0.3732491433620453
    },
    {
     "p": 0.11015592515468597,
     "m": 0.8496867418289185
    },
    {
     "p": 0.12110447138547897,
     "m": 0.7879255414009094
    },
    {
     "p": 0.012529082596302032,
     "m": 0.975010871887207
    },
    {
     "p": 0.08510083705186844,
     "m": 0.849999725818634
    },
    {
     "p": 0.005563650745898485,
     "m": 0.9176986217498779
    },
    {
     "p": 0.11577361822128296,
     "m": 1.0
    },
    {
     "p": 0.007726408075541258,
     "m": 0.5
    },
    {
     "p": 0.05049316957592964,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 0.8572494387626648,
   "val_loss": 1.0127838850021362,
   "acc": 71.22,
   "time": 247.91365485597635,
   "param": [
    {
     "p": 0.09548668563365936,
     "m": 0.5
    },
    {
     "p": 0.030348211526870728,
     "m": 0.5
    },
    {
     "p": 0.12830166518688202,
     "m": 0.5
    },
    {
     "p": 0.11475726217031479,
     "m": 0.47349944710731506
    },
    {
     "p": 0.09884323179721832,
     "m": 0.24497762322425842
    },
    {
     "p": 0.011013852432370186,
     "m": 0.2559666633605957
    },
    {
     "p": 0.1221560463309288,
     "m": 0.9505814909934998
    },
    {
     "p": 0.12205062061548233,
     "m": 0.7666939496994019
    },
    {
     "p": 0.008118413388729095,
     "m": 1.0
    },
    {
     "p": 0.09350982308387756,
     "m": 0.9566742777824402
    },
    {
     "p": 0.018490152433514595,
     "m": 0.9883180260658264
    },
    {
     "p": 0.11224120855331421,
     "m": 1.0
    },
    {
     "p": 0.0006859687273390591,
     "m": 0.5
    },
    {
     "p": 0.043996863067150116,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 0.6258366107940674,
   "val_loss": 1.060328483581543,
   "acc": 70.65,
   "time": 254.54701062198728,
   "param": [
    {
     "p": 0.10112208127975464,
     "m": 0.5
    },
    {
     "p": 0.05687820911407471,
     "m": 0.5
    },
    {
     "p": 0.13269861042499542,
     "m": 0.5
    },
    {
     "p": 0.09939549118280411,
     "m": 0.6490054130554199
    },
    {
     "p": 0.07880983501672745,
     "m": 0.12072765827178955
    },
    {
     "p": 0.0022848763037472963,
     "m": 0.173631951212883
    },
    {
     "p": 0.09775101393461227,
     "m": 0.9419196844100952
    },
    {
     "p": 0.1318664699792862,
     "m": 0.5787621736526489
    },
    {
     "p": 0.005099087487906218,
     "m": 0.9444447755813599
    },
    {
     "p": 0.0923176035284996,
     "m": 0.9923710823059082
    },
    {
     "p": 0.010850208811461926,
     "m": 0.9557011127471924
    },
    {
     "p": 0.12377776205539703,
     "m": 1.0
    },
    {
     "p": 0.015357466414570808,
     "m": 0.5
    },
    {
     "p": 0.05179134011268616,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 0.7431265115737915,
   "val_loss": 0.9643189311027527,
   "acc": 71.28,
   "time": 243.0531706699985,
   "param": [
    {
     "p": 0.0944528579711914,
     "m": 0.5
    },
    {
     "p": 0.03971001133322716,
     "m": 0.5
    },
    {
     "p": 0.13725711405277252,
     "m": 0.5
    },
    {
     "p": 0.12861095368862152,
     "m": 0.7817723155021667
    },
    {
     "p": 0.0688052549958229,
     "m": 0.16357876360416412
    },
    {
     "p": 0.010004989802837372,
     "m": 0.18981854617595673
    },
    {
     "p": 0.1107322946190834,
     "m": 0.7370179295539856
    },
    {
     "p": 0.10560715198516846,
     "m": 0.5357688069343567
    },
    {
     "p": 0.008839881978929043,
     "m": 0.8798369765281677
    },
    {
     "p": 0.11710242927074432,
     "m": 0.9695753455162048
    },
    {
     "p": 0.01487551536411047,
     "m": 1.0
    },
    {
     "p": 0.10097180306911469,
     "m": 1.0
    },
    {
     "p": 0.019730068743228912,
     "m": 0.5
    },
    {
     "p": 0.0432996042072773,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 0.8885231614112854,
   "val_loss": 0.8623462319374084,
   "acc": 70.92,
   "time": 257.0072795659653,
   "param": [
    {
     "p": 0.10402385145425797,
     "m": 0.5
    },
    {
     "p": 0.05048432573676109,
     "m": 0.5
    },
    {
     "p": 0.12453952431678772,
     "m": 0.5
    },
    {
     "p": 0.11534828692674637,
     "m": 0.8931179046630859
    },
    {
     "p": 0.11180160939693451,
     "m": 0.21182899177074432
    },
    {
     "p": 0.008945913054049015,
     "m": 0.24225041270256042
    },
    {
     "p": 0.10832294076681137,
     "m": 0.7837873697280884
    },
    {
     "p": 0.11322936415672302,
     "m": 0.5754332542419434
    },
    {
     "p": 0.011101237498223782,
     "m": 0.9835149645805359
    },
    {
     "p": 0.10466127097606659,
     "m": 1.0
    },
    {
     "p": 0.006541797891259193,
     "m": 0.928475558757782
    },
    {
     "p": 0.09565182775259018,
     "m": 1.0
    },
    {
     "p": 0.00393308000639081,
     "m": 0.5
    },
    {
     "p": 0.04141499102115631,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 0.8166331648826599,
   "val_loss": 1.001189947128296,
   "acc": 71.08,
   "time": 247.3432740989956,
   "param": [
    {
     "p": 0.09636668115854263,
     "m": 0.5
    },
    {
     "p": 0.044276073575019836,
     "m": 0.5
    },
    {
     "p": 0.151546910405159,
     "m": 0.5
    },
    {
     "p": 0.08014336228370667,
     "m": 0.841005265712738
    },
    {
     "p": 0.08256157487630844,
     "m": 0.22069725394248962
    },
    {
     "p": 0.009425118565559387,
     "m": 0.2707778811454773
    },
    {
     "p": 0.09634410589933395,
     "m": 0.9550677537918091
    },
    {
     "p": 0.13083034753799438,
     "m": 0.6325826644897461
    },
    {
     "p": 0.012700697407126427,
     "m": 0.9805275797843933
    },
    {
     "p": 0.09008428454399109,
     "m": 1.0
    },
    {
     "p": 0.014232197776436806,
     "m": 0.8841280937194824
    },
    {
     "p": 0.1429809033870697,
     "m": 1.0
    },
    {
     "p": 0.002106103114783764,
     "m": 0.5
    },
    {
     "p": 0.046401605010032654,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 0.9919732809066772,
   "val_loss": 0.9622766375541687,
   "acc": 71.19,
   "time": 245.78103431599448,
   "param": [
    {
     "p": 0.07357944548130035,
     "m": 0.5
    },
    {
     "p": 0.03924497589468956,
     "m": 0.5
    },
    {
     "p": 0.13493913412094116,
     "m": 0.5
    },
    {
     "p": 0.12091678380966187,
     "m": 0.7629041075706482
    },
    {
     "p": 0.11339506506919861,
     "m": 0.21384720504283905
    },
    {
     "p": 0.011653653346002102,
     "m": 0.4597906768321991
    },
    {
     "p": 0.1234520897269249,
     "m": 0.9137325882911682
    },
    {
     "p": 0.1179267093539238,
     "m": 0.691114604473114
    },
    {
     "p": 0.005804039537906647,
     "m": 0.994292140007019
    },
    {
     "p": 0.10326572507619858,
     "m": 1.0
    },
    {
     "p": 0.012285441160202026,
     "m": 1.0
    },
    {
     "p": 0.09589067846536636,
     "m": 1.0
    },
    {
     "p": 0.006642551627010107,
     "m": 0.5
    },
    {
     "p": 0.04100371152162552,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 0.863875687122345,
   "val_loss": 1.0490310192108154,
   "acc": 71.43,
   "time": 250.85560786502901,
   "param": [
    {
     "p": 0.1210012435913086,
     "m": 0.5
    },
    {
     "p": 0.049489233642816544,
     "m": 0.5
    },
    {
     "p": 0.09948178380727768,
     "m": 0.5
    },
    {
     "p": 0.11360710859298706,
     "m": 0.7347292900085449
    },
    {
     "p": 0.0957869365811348,
     "m": 0.22796139121055603
    },
    {
     "p": 0.014793475158512592,
     "m": 0.4152466058731079
    },
    {
     "p": 0.11935950815677643,
     "m": 0.8864834308624268
    },
    {
     "p": 0.1303970068693161,
     "m": 0.7635866403579712
    },
    {
     "p": 0.0057970392517745495,
     "m": 0.9443008303642273
    },
    {
     "p": 0.1031821146607399,
     "m": 0.962719738483429
    },
    {
     "p": 0.010909591801464558,
     "m": 0.9932447075843811
    },
    {
     "p": 0.09432864934206009,
     "m": 1.0
    },
    {
     "p": 0.007546230684965849,
     "m": 0.5
    },
    {
     "p": 0.03431999683380127,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 1.030570149421692,
   "val_loss": 0.8949414491653442,
   "acc": 71.11,
   "time": 247.45419569598744,
   "param": [
    {
     "p": 0.1080857440829277,
     "m": 0.5
    },
    {
     "p": 0.039233945310115814,
     "m": 0.5
    },
    {
     "p": 0.10698764026165009,
     "m": 0.5
    },
    {
     "p": 0.09469632059335709,
     "m": 0.818568766117096
    },
    {
     "p": 0.0972655713558197,
     "m": 0.31649601459503174
    },
    {
     "p": 0.014308170415461063,
     "m": 0.3165357708930969
    },
    {
     "p": 0.13124708831310272,
     "m": 0.8674933910369873
    },
    {
     "p": 0.1288011372089386,
     "m": 0.859223484992981
    },
    {
     "p": 0.06992935389280319,
     "m": 0.8352079391479492
    },
    {
     "p": 0.06894801557064056,
     "m": 0.9608252048492432
    },
    {
     "p": 0.00892881490290165,
     "m": 1.0
    },
    {
     "p": 0.08049402385950089,
     "m": 1.0
    },
    {
     "p": 0.001380876637995243,
     "m": 0.5
    },
    {
     "p": 0.0496932789683342,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 151,
   "train_loss": 0.8513937592506409,
   "val_loss": 0.9072856903076172,
   "acc": 71.66,
   "time": 251.3098312090151,
   "param": [
    {
     "p": 0.11465805768966675,
     "m": 0.5
    },
    {
     "p": 0.056772034615278244,
     "m": 0.5
    },
    {
     "p": 0.1115579605102539,
     "m": 0.5
    },
    {
     "p": 0.08961799740791321,
     "m": 0.7409485578536987
    },
    {
     "p": 0.08195363730192184,
     "m": 0.3213980197906494
    },
    {
     "p": 0.012250849977135658,
     "m": 0.2638813257217407
    },
    {
     "p": 0.10944126546382904,
     "m": 0.8622277975082397
    },
    {
     "p": 0.1398584395647049,
     "m": 0.8196636438369751
    },
    {
     "p": 0.010339236818253994,
     "m": 0.8915473222732544
    },
    {
     "p": 0.0937088131904602,
     "m": 0.9719734787940979
    },
    {
     "p": 0.006702450104057789,
     "m": 1.0
    },
    {
     "p": 0.11995340883731842,
     "m": 1.0
    },
    {
     "p": 0.006288950331509113,
     "m": 0.5
    },
    {
     "p": 0.04689684882760048,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 152,
   "train_loss": 0.9726305603981018,
   "val_loss": 1.043319821357727,
   "acc": 71.89,
   "time": 248.91894036100712,
   "param": [
    {
     "p": 0.09446318447589874,
     "m": 0.5
    },
    {
     "p": 0.04097266495227814,
     "m": 0.5
    },
    {
     "p": 0.1316804736852646,
     "m": 0.5
    },
    {
     "p": 0.08595067262649536,
     "m": 0.8062570095062256
    },
    {
     "p": 0.10620766878128052,
     "m": 0.2704772353172302
    },
    {
     "p": 0.008993224240839481,
     "m": 0.24211323261260986
    },
    {
     "p": 0.10765155404806137,
     "m": 1.0
    },
    {
     "p": 0.09902245551347733,
     "m": 0.7486623525619507
    },
    {
     "p": 0.009200580418109894,
     "m": 0.8781165480613708
    },
    {
     "p": 0.11292250454425812,
     "m": 0.9719719886779785
    },
    {
     "p": 0.05282891169190407,
     "m": 1.0
    },
    {
     "p": 0.09175189584493637,
     "m": 1.0
    },
    {
     "p": 0.015269763767719269,
     "m": 0.5
    },
    {
     "p": 0.04308449849486351,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 153,
   "train_loss": 0.5954225063323975,
   "val_loss": 0.8974095582962036,
   "acc": 70.04,
   "time": 253.96991868596524,
   "param": [
    {
     "p": 0.10464683175086975,
     "m": 0.5
    },
    {
     "p": 0.04810147359967232,
     "m": 0.5
    },
    {
     "p": 0.09501499682664871,
     "m": 0.5
    },
    {
     "p": 0.08212576806545258,
     "m": 0.795562744140625
    },
    {
     "p": 0.09927141666412354,
     "m": 0.2274634689092636
    },
    {
     "p": 0.08202769607305527,
     "m": 0.16565188765525818
    },
    {
     "p": 0.11575494706630707,
     "m": 0.968022882938385
    },
    {
     "p": 0.09773438423871994,
     "m": 0.5908147096633911
    },
    {
     "p": 0.01097033079713583,
     "m": 0.8166953921318054
    },
    {
     "p": 0.10043447464704514,
     "m": 0.9662697315216064
    },
    {
     "p": 0.00599077669903636,
     "m": 0.8088129758834839
    },
    {
     "p": 0.10470760613679886,
     "m": 1.0
    },
    {
     "p": 0.009956183843314648,
     "m": 0.5
    },
    {
     "p": 0.04326317831873894,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 154,
   "train_loss": 0.8792482018470764,
   "val_loss": 0.8197542428970337,
   "acc": 71.57,
   "time": 257.41604033397743,
   "param": [
    {
     "p": 0.12348475307226181,
     "m": 0.5
    },
    {
     "p": 0.05618767440319061,
     "m": 0.5
    },
    {
     "p": 0.10791829973459244,
     "m": 0.5
    },
    {
     "p": 0.09845609217882156,
     "m": 0.8460187911987305
    },
    {
     "p": 0.06239324435591698,
     "m": 0.21573209762573242
    },
    {
     "p": 0.006579299923032522,
     "m": 0.18920516967773438
    },
    {
     "p": 0.1323111355304718,
     "m": 0.9646667838096619
    },
    {
     "p": 0.14550386369228363,
     "m": 0.6404315233230591
    },
    {
     "p": 0.016839900985360146,
     "m": 0.8628767728805542
    },
    {
     "p": 0.07841634750366211,
     "m": 0.9553987979888916
    },
    {
     "p": 0.01075710915029049,
     "m": 0.8805267810821533
    },
    {
     "p": 0.11560384929180145,
     "m": 0.9736431837081909
    },
    {
     "p": 0.0006877310224808753,
     "m": 0.5
    },
    {
     "p": 0.04486069455742836,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 155,
   "train_loss": 0.6172365546226501,
   "val_loss": 0.9792261123657227,
   "acc": 71.88,
   "time": 252.11093048198381,
   "param": [
    {
     "p": 0.10194389522075653,
     "m": 0.5
    },
    {
     "p": 0.049841661006212234,
     "m": 0.5
    },
    {
     "p": 0.11673566699028015,
     "m": 0.5
    },
    {
     "p": 0.1322830617427826,
     "m": 0.8227330446243286
    },
    {
     "p": 0.06835620850324631,
     "m": 0.10855109989643097
    },
    {
     "p": 0.011503053829073906,
     "m": 0.15840473771095276
    },
    {
     "p": 0.14065790176391602,
     "m": 0.9773555397987366
    },
    {
     "p": 0.10240699350833893,
     "m": 0.6207798719406128
    },
    {
     "p": 0.014464762061834335,
     "m": 0.8713672757148743
    },
    {
     "p": 0.11101606488227844,
     "m": 0.9262204766273499
    },
    {
     "p": 0.015844685956835747,
     "m": 0.902529239654541
    },
    {
     "p": 0.0714462399482727,
     "m": 1.0
    },
    {
     "p": 0.008971752598881721,
     "m": 0.5
    },
    {
     "p": 0.054528094828128815,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 156,
   "train_loss": 0.544650673866272,
   "val_loss": 0.8792906403541565,
   "acc": 71.09,
   "time": 252.9385166449938,
   "param": [
    {
     "p": 0.10628335177898407,
     "m": 0.5
    },
    {
     "p": 0.04658496007323265,
     "m": 0.5
    },
    {
     "p": 0.12848412990570068,
     "m": 0.5
    },
    {
     "p": 0.0908738300204277,
     "m": 0.6473647952079773
    },
    {
     "p": 0.07531514763832092,
     "m": 0.10267714411020279
    },
    {
     "p": 0.0071562714874744415,
     "m": 0.10120195150375366
    },
    {
     "p": 0.10656321793794632,
     "m": 0.951725423336029
    },
    {
     "p": 0.12909972667694092,
     "m": 0.6960598230361938
    },
    {
     "p": 0.018993839621543884,
     "m": 0.9412599205970764
    },
    {
     "p": 0.09776057302951813,
     "m": 0.8637328147888184
    },
    {
     "p": 0.016899149864912033,
     "m": 0.960355281829834
    },
    {
     "p": 0.12495493143796921,
     "m": 1.0
    },
    {
     "p": 0.0015995769063010812,
     "m": 0.5
    },
    {
     "p": 0.049431294202804565,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 157,
   "train_loss": 0.7709465026855469,
   "val_loss": 0.9483545422554016,
   "acc": 70.6,
   "time": 264.75963579904055,
   "param": [
    {
     "p": 0.11812283098697662,
     "m": 0.5
    },
    {
     "p": 0.050347086042165756,
     "m": 0.5
    },
    {
     "p": 0.14203746616840363,
     "m": 0.5
    },
    {
     "p": 0.08561483770608902,
     "m": 0.5638430714607239
    },
    {
     "p": 0.06022326275706291,
     "m": 0.11018618941307068
    },
    {
     "p": 0.010235408321022987,
     "m": 0.24382786452770233
    },
    {
     "p": 0.12063615769147873,
     "m": 0.9567676186561584
    },
    {
     "p": 0.11401309072971344,
     "m": 0.7184972763061523
    },
    {
     "p": 0.010169750079512596,
     "m": 0.9836035966873169
    },
    {
     "p": 0.10690247267484665,
     "m": 1.0
    },
    {
     "p": 0.010314136743545532,
     "m": 0.9991905689239502
    },
    {
     "p": 0.10978035628795624,
     "m": 1.0
    },
    {
     "p": 0.005714193917810917,
     "m": 0.5
    },
    {
     "p": 0.05588892102241516,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 158,
   "train_loss": 0.83978271484375,
   "val_loss": 0.8905656337738037,
   "acc": 70.87,
   "time": 261.94652614201186,
   "param": [
    {
     "p": 0.09867310523986816,
     "m": 0.5
    },
    {
     "p": 0.05920069292187691,
     "m": 0.5
    },
    {
     "p": 0.1225629448890686,
     "m": 0.5
    },
    {
     "p": 0.10014186799526215,
     "m": 0.6196298599243164
    },
    {
     "p": 0.06995797157287598,
     "m": 0.10000000149011612
    },
    {
     "p": 0.010937479324638844,
     "m": 0.2684188783168793
    },
    {
     "p": 0.12284236401319504,
     "m": 0.9627556800842285
    },
    {
     "p": 0.110268734395504,
     "m": 0.5904043316841125
    },
    {
     "p": 0.009790118783712387,
     "m": 1.0
    },
    {
     "p": 0.10471560060977936,
     "m": 0.9674725532531738
    },
    {
     "p": 0.025239286944270134,
     "m": 0.9856078028678894
    },
    {
     "p": 0.09958931058645248,
     "m": 0.9919078946113586
    },
    {
     "p": 0.015688901767134666,
     "m": 0.5
    },
    {
     "p": 0.050391603261232376,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 159,
   "train_loss": 0.9161030650138855,
   "val_loss": 1.0488011837005615,
   "acc": 71.28,
   "time": 255.61392009898555,
   "param": [
    {
     "p": 0.10537201166152954,
     "m": 0.5
    },
    {
     "p": 0.04487575590610504,
     "m": 0.5
    },
    {
     "p": 0.1358761489391327,
     "m": 0.5
    },
    {
     "p": 0.11012456566095352,
     "m": 0.6633234024047852
    },
    {
     "p": 0.07507695257663727,
     "m": 0.19378334283828735
    },
    {
     "p": 0.006555573549121618,
     "m": 0.32043004035949707
    },
    {
     "p": 0.12392953783273697,
     "m": 0.9042548537254333
    },
    {
     "p": 0.08976894617080688,
     "m": 0.643929660320282
    },
    {
     "p": 0.030794912949204445,
     "m": 0.9713103771209717
    },
    {
     "p": 0.08923454582691193,
     "m": 0.9983709454536438
    },
    {
     "p": 0.012330264784395695,
     "m": 0.8616105318069458
    },
    {
     "p": 0.1191851943731308,
     "m": 0.991951048374176
    },
    {
     "p": 0.006352601572871208,
     "m": 0.5
    },
    {
     "p": 0.05052299425005913,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 160,
   "train_loss": 0.4607692062854767,
   "val_loss": 1.02265465259552,
   "acc": 71.63,
   "time": 247.40504016698105,
   "param": [
    {
     "p": 0.09056637436151505,
     "m": 0.5
    },
    {
     "p": 0.05281990393996239,
     "m": 0.5
    },
    {
     "p": 0.15726453065872192,
     "m": 0.5
    },
    {
     "p": 0.10392235964536667,
     "m": 0.613185465335846
    },
    {
     "p": 0.05901239812374115,
     "m": 0.18556815385818481
    },
    {
     "p": 0.010983246378600597,
     "m": 0.17214153707027435
    },
    {
     "p": 0.11085204035043716,
     "m": 0.8172851204872131
    },
    {
     "p": 0.12560372054576874,
     "m": 0.6877807378768921
    },
    {
     "p": 0.007429101504385471,
     "m": 0.8348463773727417
    },
    {
     "p": 0.0820992961525917,
     "m": 0.9739450216293335
    },
    {
     "p": 0.015138569287955761,
     "m": 0.9630529880523682
    },
    {
     "p": 0.12188532203435898,
     "m": 1.0
    },
    {
     "p": 0.007190770003944635,
     "m": 0.5
    },
    {
     "p": 0.055232301354408264,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 161,
   "train_loss": 1.2332842350006104,
   "val_loss": 0.8928448557853699,
   "acc": 71.89,
   "time": 260.84375550603727,
   "param": [
    {
     "p": 0.11222542822360992,
     "m": 0.5
    },
    {
     "p": 0.04896607622504234,
     "m": 0.5
    },
    {
     "p": 0.1267058104276657,
     "m": 0.5
    },
    {
     "p": 0.12614677846431732,
     "m": 0.664330244064331
    },
    {
     "p": 0.07602225244045258,
     "m": 0.19704903662204742
    },
    {
     "p": 0.005215377546846867,
     "m": 0.29511409997940063
    },
    {
     "p": 0.1012246161699295,
     "m": 0.946281909942627
    },
    {
     "p": 0.07143151760101318,
     "m": 0.6358740925788879
    },
    {
     "p": 0.010363085195422173,
     "m": 0.9588815569877625
    },
    {
     "p": 0.1236211508512497,
     "m": 1.0
    },
    {
     "p": 0.013862181454896927,
     "m": 0.9998680353164673
    },
    {
     "p": 0.1084427610039711,
     "m": 1.0
    },
    {
     "p": 0.008320285007357597,
     "m": 0.5
    },
    {
     "p": 0.06745260208845139,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 162,
   "train_loss": 0.5508939027786255,
   "val_loss": 0.9522925615310669,
   "acc": 71.41,
   "time": 252.689933207992,
   "param": [
    {
     "p": 0.10232411324977875,
     "m": 0.5
    },
    {
     "p": 0.059552185237407684,
     "m": 0.5
    },
    {
     "p": 0.1254091113805771,
     "m": 0.5
    },
    {
     "p": 0.07534763962030411,
     "m": 0.673910915851593
    },
    {
     "p": 0.07833180576562881,
     "m": 0.1766211837530136
    },
    {
     "p": 0.0022305536549538374,
     "m": 0.1657564491033554
    },
    {
     "p": 0.11155475676059723,
     "m": 1.0
    },
    {
     "p": 0.10483387112617493,
     "m": 0.7517089247703552
    },
    {
     "p": 0.009753191843628883,
     "m": 0.9865905046463013
    },
    {
     "p": 0.12572823464870453,
     "m": 1.0
    },
    {
     "p": 0.011633923277258873,
     "m": 0.9883430004119873
    },
    {
     "p": 0.08674371987581253,
     "m": 0.988983154296875
    },
    {
     "p": 0.06351704150438309,
     "m": 0.5
    },
    {
     "p": 0.04303988069295883,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 163,
   "train_loss": 0.7534806728363037,
   "val_loss": 0.8957549333572388,
   "acc": 71.53,
   "time": 251.84882656799164,
   "param": [
    {
     "p": 0.07190214842557907,
     "m": 0.5
    },
    {
     "p": 0.0522528700530529,
     "m": 0.5
    },
    {
     "p": 0.1423836201429367,
     "m": 0.5
    },
    {
     "p": 0.11431417614221573,
     "m": 0.5895031690597534
    },
    {
     "p": 0.07389891892671585,
     "m": 0.1983945220708847
    },
    {
     "p": 0.015870099887251854,
     "m": 0.2494136244058609
    },
    {
     "p": 0.12062560766935349,
     "m": 0.9480236768722534
    },
    {
     "p": 0.14732582867145538,
     "m": 0.8016801476478577
    },
    {
     "p": 0.011452187784016132,
     "m": 0.9817436337471008
    },
    {
     "p": 0.08450894802808762,
     "m": 0.9149717092514038
    },
    {
     "p": 0.008717824704945087,
     "m": 0.9515102505683899
    },
    {
     "p": 0.08868318796157837,
     "m": 0.9710411429405212
    },
    {
     "p": 0.010925845243036747,
     "m": 0.5
    },
    {
     "p": 0.05713873729109764,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 164,
   "train_loss": 0.9376529455184937,
   "val_loss": 0.8931271433830261,
   "acc": 71.4,
   "time": 256.9922432639869,
   "param": [
    {
     "p": 0.10887115448713303,
     "m": 0.5
    },
    {
     "p": 0.05736055597662926,
     "m": 0.5
    },
    {
     "p": 0.12308183312416077,
     "m": 0.5
    },
    {
     "p": 0.0786581039428711,
     "m": 0.5800513029098511
    },
    {
     "p": 0.0735136941075325,
     "m": 0.1841706931591034
    },
    {
     "p": 0.009838055819272995,
     "m": 0.2924700379371643
    },
    {
     "p": 0.11487801373004913,
     "m": 0.8349900841712952
    },
    {
     "p": 0.10167968273162842,
     "m": 0.7702047824859619
    },
    {
     "p": 0.0040663848631083965,
     "m": 0.8929105401039124
    },
    {
     "p": 0.10167599469423294,
     "m": 0.9479778409004211
    },
    {
     "p": 0.04082493484020233,
     "m": 0.9490922689437866
    },
    {
     "p": 0.12070192396640778,
     "m": 1.0
    },
    {
     "p": 0.009286459535360336,
     "m": 0.5
    },
    {
     "p": 0.05556323751807213,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 165,
   "train_loss": 0.5402176976203918,
   "val_loss": 1.0731149911880493,
   "acc": 72.17,
   "time": 259.69011813000543,
   "param": [
    {
     "p": 0.11291470378637314,
     "m": 0.5
    },
    {
     "p": 0.0495164692401886,
     "m": 0.5
    },
    {
     "p": 0.11712922900915146,
     "m": 0.5
    },
    {
     "p": 0.09092849493026733,
     "m": 0.5949644446372986
    },
    {
     "p": 0.05976485460996628,
     "m": 0.21672175824642181
    },
    {
     "p": 0.010101309977471828,
     "m": 0.32006117701530457
    },
    {
     "p": 0.11739539355039597,
     "m": 0.8376153707504272
    },
    {
     "p": 0.1199612095952034,
     "m": 0.7541035413742065
    },
    {
     "p": 0.0006828216719441116,
     "m": 0.8872566223144531
    },
    {
     "p": 0.11709998548030853,
     "m": 0.9060195088386536
    },
    {
     "p": 0.0006828216719441116,
     "m": 0.9485524892807007
    },
    {
     "p": 0.13207490742206573,
     "m": 0.992704451084137
    },
    {
     "p": 0.012633223086595535,
     "m": 0.5
    },
    {
     "p": 0.05911457538604736,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 166,
   "train_loss": 0.7283608317375183,
   "val_loss": 0.9924564361572266,
   "acc": 70.87,
   "time": 266.3626644819742,
   "param": [
    {
     "p": 0.0712307021021843,
     "m": 0.5
    },
    {
     "p": 0.050349414348602295,
     "m": 0.5
    },
    {
     "p": 0.13759608566761017,
     "m": 0.5
    },
    {
     "p": 0.09744332730770111,
     "m": 0.5326771140098572
    },
    {
     "p": 0.10228011757135391,
     "m": 0.3123002052307129
    },
    {
     "p": 0.013671733438968658,
     "m": 0.26474177837371826
    },
    {
     "p": 0.11544216424226761,
     "m": 0.9148741364479065
    },
    {
     "p": 0.10017389804124832,
     "m": 0.6624425053596497
    },
    {
     "p": 0.013618606142699718,
     "m": 0.9979490637779236
    },
    {
     "p": 0.0806039348244667,
     "m": 0.9534268379211426
    },
    {
     "p": 0.004416170064359903,
     "m": 0.9068083763122559
    },
    {
     "p": 0.10478229820728302,
     "m": 0.9992271661758423
    },
    {
     "p": 0.05218173936009407,
     "m": 0.5
    },
    {
     "p": 0.05620984733104706,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 167,
   "train_loss": 0.8778834342956543,
   "val_loss": 0.8938421607017517,
   "acc": 71.68,
   "time": 255.09518127597403,
   "param": [
    {
     "p": 0.09687904268503189,
     "m": 0.5
    },
    {
     "p": 0.06724599748849869,
     "m": 0.5
    },
    {
     "p": 0.10428545624017715,
     "m": 0.5
    },
    {
     "p": 0.11014875024557114,
     "m": 0.5734561085700989
    },
    {
     "p": 0.09345701336860657,
     "m": 0.26309797167778015
    },
    {
     "p": 0.000685939914546907,
     "m": 0.2221163660287857
    },
    {
     "p": 0.12722483277320862,
     "m": 0.9652215838432312
    },
    {
     "p": 0.11785838007926941,
     "m": 0.6919841766357422
    },
    {
     "p": 0.006395193748176098,
     "m": 0.9797756671905518
    },
    {
     "p": 0.1023067906498909,
     "m": 1.0
    },
    {
     "p": 0.009360152296721935,
     "m": 1.0
    },
    {
     "p": 0.10415315628051758,
     "m": 1.0
    },
    {
     "p": 0.000685939914546907,
     "m": 0.5
    },
    {
     "p": 0.0593133382499218,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 168,
   "train_loss": 1.0693827867507935,
   "val_loss": 0.8498814702033997,
   "acc": 70.65,
   "time": 250.33656017604517,
   "param": [
    {
     "p": 0.09550732374191284,
     "m": 0.5
    },
    {
     "p": 0.0658697634935379,
     "m": 0.5
    },
    {
     "p": 0.1257130354642868,
     "m": 0.5
    },
    {
     "p": 0.10958286374807358,
     "m": 0.7469896674156189
    },
    {
     "p": 0.08499497175216675,
     "m": 0.3113332688808441
    },
    {
     "p": 0.016340231522917747,
     "m": 0.23942448198795319
    },
    {
     "p": 0.12131518870592117,
     "m": 1.0
    },
    {
     "p": 0.11842606216669083,
     "m": 0.7719085216522217
    },
    {
     "p": 0.00916400458663702,
     "m": 0.984297513961792
    },
    {
     "p": 0.08155682682991028,
     "m": 0.899359405040741
    },
    {
     "p": 0.006946403067559004,
     "m": 0.9793399572372437
    },
    {
     "p": 0.09986386448144913,
     "m": 1.0
    },
    {
     "p": 0.007918324321508408,
     "m": 0.5
    },
    {
     "p": 0.056801069527864456,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 169,
   "train_loss": 1.0416656732559204,
   "val_loss": 0.9349061846733093,
   "acc": 72.09,
   "time": 250.5802476350218,
   "param": [
    {
     "p": 0.07360132783651352,
     "m": 0.5
    },
    {
     "p": 0.05042837932705879,
     "m": 0.5
    },
    {
     "p": 0.13106586039066315,
     "m": 0.5
    },
    {
     "p": 0.07120638340711594,
     "m": 0.528462827205658
    },
    {
     "p": 0.07936867326498032,
     "m": 0.26927444338798523
    },
    {
     "p": 0.03076213225722313,
     "m": 0.10000000149011612
    },
    {
     "p": 0.10315795987844467,
     "m": 0.862046480178833
    },
    {
     "p": 0.12101221829652786,
     "m": 0.6185033321380615
    },
    {
     "p": 0.007450356148183346,
     "m": 0.9528837203979492
    },
    {
     "p": 0.1346907764673233,
     "m": 0.8983958959579468
    },
    {
     "p": 0.0006991347181610763,
     "m": 0.9892900586128235
    },
    {
     "p": 0.11296164244413376,
     "m": 1.0
    },
    {
     "p": 0.012778718955814838,
     "m": 0.5
    },
    {
     "p": 0.0708165168762207,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 170,
   "train_loss": 0.9664608240127563,
   "val_loss": 1.1962890625,
   "acc": 68.99,
   "time": 259.03853642800823,
   "param": [
    {
     "p": 0.0751512199640274,
     "m": 0.5
    },
    {
     "p": 0.0472165085375309,
     "m": 0.5
    },
    {
     "p": 0.11829836666584015,
     "m": 0.5
    },
    {
     "p": 0.12465067207813263,
     "m": 0.6272727847099304
    },
    {
     "p": 0.07534639537334442,
     "m": 0.26920199394226074
    },
    {
     "p": 0.008509248495101929,
     "m": 0.19835425913333893
    },
    {
     "p": 0.11811269074678421,
     "m": 0.8600810766220093
    },
    {
     "p": 0.1252669245004654,
     "m": 0.6679080724716187
    },
    {
     "p": 0.006977780722081661,
     "m": 0.976492166519165
    },
    {
     "p": 0.10246235877275467,
     "m": 1.0
    },
    {
     "p": 0.010979599319398403,
     "m": 0.9489193558692932
    },
    {
     "p": 0.11819007992744446,
     "m": 1.0
    },
    {
     "p": 0.0006786203593946993,
     "m": 0.5
    },
    {
     "p": 0.0681595578789711,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 171,
   "train_loss": 0.9151186943054199,
   "val_loss": 1.0558044910430908,
   "acc": 71.56,
   "time": 258.925888502039,
   "param": [
    {
     "p": 0.10294220596551895,
     "m": 0.5
    },
    {
     "p": 0.058481134474277496,
     "m": 0.5
    },
    {
     "p": 0.1284433901309967,
     "m": 0.5
    },
    {
     "p": 0.0839192196726799,
     "m": 0.5928482413291931
    },
    {
     "p": 0.08859149366617203,
     "m": 0.35667884349823
    },
    {
     "p": 0.0073128980584442616,
     "m": 0.25314152240753174
    },
    {
     "p": 0.11187747865915298,
     "m": 0.8858685493469238
    },
    {
     "p": 0.10619226843118668,
     "m": 0.7109073400497437
    },
    {
     "p": 0.04694390669465065,
     "m": 0.9854108691215515
    },
    {
     "p": 0.09032797813415527,
     "m": 0.94218510389328
    },
    {
     "p": 0.007994163781404495,
     "m": 0.970542311668396
    },
    {
     "p": 0.10209673643112183,
     "m": 1.0
    },
    {
     "p": 0.007349606137722731,
     "m": 0.5
    },
    {
     "p": 0.05752745643258095,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 172,
   "train_loss": 0.765347957611084,
   "val_loss": 1.1162761449813843,
   "acc": 71.25,
   "time": 255.64534898800775,
   "param": [
    {
     "p": 0.10242012143135071,
     "m": 0.5
    },
    {
     "p": 0.05737893655896187,
     "m": 0.5
    },
    {
     "p": 0.13135209679603577,
     "m": 0.5
    },
    {
     "p": 0.10840854048728943,
     "m": 0.6434836983680725
    },
    {
     "p": 0.07620856910943985,
     "m": 0.3180592656135559
    },
    {
     "p": 0.006121503189206123,
     "m": 0.34558966755867004
    },
    {
     "p": 0.08688627928495407,
     "m": 0.9490135312080383
    },
    {
     "p": 0.10221557319164276,
     "m": 0.784856379032135
    },
    {
     "p": 0.010347460396587849,
     "m": 1.0
    },
    {
     "p": 0.08931643515825272,
     "m": 0.9607656598091125
    },
    {
     "p": 0.00994642823934555,
     "m": 0.9988920092582703
    },
    {
     "p": 0.0958341509103775,
     "m": 1.0
    },
    {
     "p": 0.06124471500515938,
     "m": 0.5
    },
    {
     "p": 0.06231933832168579,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 173,
   "train_loss": 0.6042073965072632,
   "val_loss": 0.843718945980072,
   "acc": 70.44,
   "time": 262.02692146698246,
   "param": [
    {
     "p": 0.10429324954748154,
     "m": 0.5
    },
    {
     "p": 0.05077618360519409,
     "m": 0.5
    },
    {
     "p": 0.12328658998012543,
     "m": 0.5
    },
    {
     "p": 0.09232444316148758,
     "m": 0.5991103053092957
    },
    {
     "p": 0.10560088604688644,
     "m": 0.23229406774044037
    },
    {
     "p": 0.006998811382800341,
     "m": 0.40033382177352905
    },
    {
     "p": 0.12852101027965546,
     "m": 0.9725301265716553
    },
    {
     "p": 0.09965337812900543,
     "m": 0.6393848061561584
    },
    {
     "p": 0.00879339687526226,
     "m": 0.9658392667770386
    },
    {
     "p": 0.09718602150678635,
     "m": 0.8288570046424866
    },
    {
     "p": 0.008716263808310032,
     "m": 0.9882851243019104
    },
    {
     "p": 0.10004794597625732,
     "m": 0.9858569502830505
    },
    {
     "p": 0.004878437612205744,
     "m": 0.5
    },
    {
     "p": 0.0689234510064125,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 174,
   "train_loss": 1.016779899597168,
   "val_loss": 0.7767461538314819,
   "acc": 71.4,
   "time": 257.94384541898035,
   "param": [
    {
     "p": 0.08082955330610275,
     "m": 0.5
    },
    {
     "p": 0.06285415589809418,
     "m": 0.5
    },
    {
     "p": 0.12712673842906952,
     "m": 0.5
    },
    {
     "p": 0.10914591699838638,
     "m": 0.6013714671134949
    },
    {
     "p": 0.08450625836849213,
     "m": 0.31160610914230347
    },
    {
     "p": 0.03925071656703949,
     "m": 0.3304981589317322
    },
    {
     "p": 0.10643728822469711,
     "m": 0.8872478604316711
    },
    {
     "p": 0.12418577075004578,
     "m": 0.626123309135437
    },
    {
     "p": 0.008634730242192745,
     "m": 0.9551961421966553
    },
    {
     "p": 0.07540780305862427,
     "m": 0.8464065790176392
    },
    {
     "p": 0.02047884091734886,
     "m": 1.0
    },
    {
     "p": 0.08424369245767593,
     "m": 1.0
    },
    {
     "p": 0.007132446859031916,
     "m": 0.5
    },
    {
     "p": 0.06976617872714996,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 175,
   "train_loss": 0.7821121215820312,
   "val_loss": 0.9021139144897461,
   "acc": 71.46,
   "time": 256.8252117689699,
   "param": [
    {
     "p": 0.08924940973520279,
     "m": 0.5
    },
    {
     "p": 0.0478389710187912,
     "m": 0.5
    },
    {
     "p": 0.10343199223279953,
     "m": 0.5
    },
    {
     "p": 0.10203990340232849,
     "m": 0.5589383840560913
    },
    {
     "p": 0.05521093308925629,
     "m": 0.22487159073352814
    },
    {
     "p": 0.0014184316387400031,
     "m": 0.2686521112918854
    },
    {
     "p": 0.09037461131811142,
     "m": 0.7502156496047974
    },
    {
     "p": 0.08734773099422455,
     "m": 0.6563141345977783
    },
    {
     "p": 0.0924459770321846,
     "m": 0.9281269311904907
    },
    {
     "p": 0.10193707048892975,
     "m": 0.8328990340232849
    },
    {
     "p": 0.083961121737957,
     "m": 1.0
    },
    {
     "p": 0.08163154125213623,
     "m": 0.9892568588256836
    },
    {
     "p": 0.006224209442734718,
     "m": 0.5
    },
    {
     "p": 0.05688804015517235,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 176,
   "train_loss": 0.9155224561691284,
   "val_loss": 1.136066198348999,
   "acc": 71.41,
   "time": 243.25233065104112,
   "param": [
    {
     "p": 0.09199562668800354,
     "m": 0.5
    },
    {
     "p": 0.054608386009931564,
     "m": 0.5
    },
    {
     "p": 0.09391036629676819,
     "m": 0.5
    },
    {
     "p": 0.10046514123678207,
     "m": 0.5411711931228638
    },
    {
     "p": 0.08833993226289749,
     "m": 0.2753470540046692
    },
    {
     "p": 0.024349957704544067,
     "m": 0.248687744140625
    },
    {
     "p": 0.11012384295463562,
     "m": 0.7168409824371338
    },
    {
     "p": 0.10930286347866058,
     "m": 0.7016452550888062
    },
    {
     "p": 0.005432384088635445,
     "m": 0.9400597810745239
    },
    {
     "p": 0.10428417474031448,
     "m": 0.897264301776886
    },
    {
     "p": 0.010855288244783878,
     "m": 1.0
    },
    {
     "p": 0.096754290163517,
     "m": 1.0
    },
    {
     "p": 0.04471287503838539,
     "m": 0.5
    },
    {
     "p": 0.06486480683088303,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 177,
   "train_loss": 0.9362855553627014,
   "val_loss": 0.9042372703552246,
   "acc": 71.8,
   "time": 253.56991518498398,
   "param": [
    {
     "p": 0.11726351082324982,
     "m": 0.5
    },
    {
     "p": 0.0657392293214798,
     "m": 0.5
    },
    {
     "p": 0.12605275213718414,
     "m": 0.5
    },
    {
     "p": 0.09480255842208862,
     "m": 0.5617921948432922
    },
    {
     "p": 0.08799196034669876,
     "m": 0.23616816103458405
    },
    {
     "p": 0.009191500954329967,
     "m": 0.2556895315647125
    },
    {
     "p": 0.10196315497159958,
     "m": 0.6554316282272339
    },
    {
     "p": 0.1110190600156784,
     "m": 0.5697484016418457
    },
    {
     "p": 0.007313265465199947,
     "m": 0.9651930332183838
    },
    {
     "p": 0.0935400128364563,
     "m": 0.9245262145996094
    },
    {
     "p": 0.006276997271925211,
     "m": 0.9906252026557922
    },
    {
     "p": 0.09251869469881058,
     "m": 1.0
    },
    {
     "p": 0.007474173791706562,
     "m": 0.5
    },
    {
     "p": 0.07885304093360901,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 178,
   "train_loss": 0.5827855467796326,
   "val_loss": 1.0683097839355469,
   "acc": 70.05,
   "time": 270.14329147996614,
   "param": [
    {
     "p": 0.08370555937290192,
     "m": 0.5
    },
    {
     "p": 0.06982894241809845,
     "m": 0.5
    },
    {
     "p": 0.12642593681812286,
     "m": 0.5
    },
    {
     "p": 0.07882006466388702,
     "m": 0.49551552534103394
    },
    {
     "p": 0.07320994138717651,
     "m": 0.1852133423089981
    },
    {
     "p": 0.007970389910042286,
     "m": 0.2271970957517624
    },
    {
     "p": 0.11476638913154602,
     "m": 0.6172724366188049
    },
    {
     "p": 0.12611757218837738,
     "m": 0.6699498891830444
    },
    {
     "p": 0.03964676707983017,
     "m": 0.958032488822937
    },
    {
     "p": 0.09626731276512146,
     "m": 0.7770615816116333
    },
    {
     "p": 0.0006798945250920951,
     "m": 0.9783581495285034
    },
    {
     "p": 0.10530358552932739,
     "m": 0.9841765761375427
    },
    {
     "p": 0.008146648295223713,
     "m": 0.5
    },
    {
     "p": 0.06911101192235947,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 179,
   "train_loss": 0.8116166591644287,
   "val_loss": 0.780390202999115,
   "acc": 71.52,
   "time": 256.36689829896204,
   "param": [
    {
     "p": 0.06683894991874695,
     "m": 0.5
    },
    {
     "p": 0.06587465852499008,
     "m": 0.5
    },
    {
     "p": 0.12439534068107605,
     "m": 0.5
    },
    {
     "p": 0.07828736305236816,
     "m": 0.41429656744003296
    },
    {
     "p": 0.08988793939352036,
     "m": 0.24078062176704407
    },
    {
     "p": 0.006089203525334597,
     "m": 0.3006741404533386
    },
    {
     "p": 0.12178488820791245,
     "m": 0.6305763721466064
    },
    {
     "p": 0.13828490674495697,
     "m": 0.5750862956047058
    },
    {
     "p": 0.00917036458849907,
     "m": 1.0
    },
    {
     "p": 0.09820235520601273,
     "m": 1.0
    },
    {
     "p": 0.010899323970079422,
     "m": 0.9299511909484863
    },
    {
     "p": 0.11683735251426697,
     "m": 0.9995033740997314
    },
    {
     "p": 0.0038066923152655363,
     "m": 0.5
    },
    {
     "p": 0.06964070349931717,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 180,
   "train_loss": 1.0283238887786865,
   "val_loss": 0.7976674437522888,
   "acc": 71.31,
   "time": 259.23908510402543,
   "param": [
    {
     "p": 0.10223599523305893,
     "m": 0.5
    },
    {
     "p": 0.07765117287635803,
     "m": 0.5
    },
    {
     "p": 0.09003051370382309,
     "m": 0.5
    },
    {
     "p": 0.09632915258407593,
     "m": 0.4551951289176941
    },
    {
     "p": 0.08804827183485031,
     "m": 0.2590041160583496
    },
    {
     "p": 0.007757722400128841,
     "m": 0.34129947423934937
    },
    {
     "p": 0.10055315494537354,
     "m": 0.5941886901855469
    },
    {
     "p": 0.10322682559490204,
     "m": 0.521990954875946
    },
    {
     "p": 0.00552658224478364,
     "m": 0.9766360521316528
    },
    {
     "p": 0.09419908374547958,
     "m": 0.837647020816803
    },
    {
     "p": 0.03636234626173973,
     "m": 0.7936353087425232
    },
    {
     "p": 0.1110064685344696,
     "m": 0.9946392774581909
    },
    {
     "p": 0.011932778172194958,
     "m": 0.5
    },
    {
     "p": 0.07513993233442307,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 181,
   "train_loss": 0.7473412752151489,
   "val_loss": 1.0232692956924438,
   "acc": 72.01,
   "time": 246.97963183099637,
   "param": [
    {
     "p": 0.06831826269626617,
     "m": 0.5
    },
    {
     "p": 0.07576695084571838,
     "m": 0.5
    },
    {
     "p": 0.13852183520793915,
     "m": 0.5
    },
    {
     "p": 0.09302183240652084,
     "m": 0.49619922041893005
    },
    {
     "p": 0.07577590644359589,
     "m": 0.22997234761714935
    },
    {
     "p": 0.004940666723996401,
     "m": 0.38923487067222595
    },
    {
     "p": 0.11171926558017731,
     "m": 0.663489818572998
    },
    {
     "p": 0.10515356808900833,
     "m": 0.5111585259437561
    },
    {
     "p": 0.01116227824240923,
     "m": 1.0
    },
    {
     "p": 0.12016409635543823,
     "m": 0.864871621131897
    },
    {
     "p": 0.007097257766872644,
     "m": 0.8874159455299377
    },
    {
     "p": 0.10837707668542862,
     "m": 1.0
    },
    {
     "p": 0.0043924045749008656,
     "m": 0.5
    },
    {
     "p": 0.07558854669332504,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 182,
   "train_loss": 0.9693955779075623,
   "val_loss": 0.9940856099128723,
   "acc": 71.73,
   "time": 260.93579631100874,
   "param": [
    {
     "p": 0.07275703549385071,
     "m": 0.5
    },
    {
     "p": 0.0696628987789154,
     "m": 0.5
    },
    {
     "p": 0.11817671358585358,
     "m": 0.5
    },
    {
     "p": 0.08835084736347198,
     "m": 0.5261096954345703
    },
    {
     "p": 0.09555214643478394,
     "m": 0.26363152265548706
    },
    {
     "p": 0.032110121101140976,
     "m": 0.3262231945991516
    },
    {
     "p": 0.10337018221616745,
     "m": 0.6875110268592834
    },
    {
     "p": 0.10798711329698563,
     "m": 0.5501680970191956
    },
    {
     "p": 0.0059883869253098965,
     "m": 0.9855981469154358
    },
    {
     "p": 0.08803153783082962,
     "m": 0.8431001305580139
    },
    {
     "p": 0.011663042940199375,
     "m": 0.9472252726554871
    },
    {
     "p": 0.11908958852291107,
     "m": 0.9935728907585144
    },
    {
     "p": 0.011178934015333652,
     "m": 0.5
    },
    {
     "p": 0.07608138024806976,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 183,
   "train_loss": 1.2675585746765137,
   "val_loss": 1.002014398574829,
   "acc": 70.99,
   "time": 255.06102245301008,
   "param": [
    {
     "p": 0.09773660451173782,
     "m": 0.5
    },
    {
     "p": 0.07950998842716217,
     "m": 0.5
    },
    {
     "p": 0.1331445425748825,
     "m": 0.5
    },
    {
     "p": 0.10191770642995834,
     "m": 0.5400659441947937
    },
    {
     "p": 0.09885422140359879,
     "m": 0.3101133108139038
    },
    {
     "p": 0.001800045371055603,
     "m": 0.20847170054912567
    },
    {
     "p": 0.10073255002498627,
     "m": 0.734455406665802
    },
    {
     "p": 0.1109984815120697,
     "m": 0.5947759747505188
    },
    {
     "p": 0.0013216463848948479,
     "m": 0.9063735604286194
    },
    {
     "p": 0.10002750158309937,
     "m": 0.9840537309646606
    },
    {
     "p": 0.011936710216104984,
     "m": 1.0
    },
    {
     "p": 0.08523102104663849,
     "m": 1.0
    },
    {
     "p": 0.0006813830696046352,
     "m": 0.5
    },
    {
     "p": 0.07610756903886795,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 184,
   "train_loss": 1.0623258352279663,
   "val_loss": 0.8373446464538574,
   "acc": 71.16,
   "time": 257.98069261200726,
   "param": [
    {
     "p": 0.10189461708068848,
     "m": 0.5
    },
    {
     "p": 0.0705510824918747,
     "m": 0.5
    },
    {
     "p": 0.13457150757312775,
     "m": 0.5
    },
    {
     "p": 0.06390619277954102,
     "m": 0.4757925868034363
    },
    {
     "p": 0.09911321848630905,
     "m": 0.3693437874317169
    },
    {
     "p": 0.01014772430062294,
     "m": 0.19078122079372406
    },
    {
     "p": 0.11619025468826294,
     "m": 0.7648821473121643
    },
    {
     "p": 0.13460898399353027,
     "m": 0.7026425004005432
    },
    {
     "p": 0.007577373180538416,
     "m": 0.9559524655342102
    },
    {
     "p": 0.0670149028301239,
     "m": 0.9995202422142029
    },
    {
     "p": 0.035621099174022675,
     "m": 0.9850472807884216
    },
    {
     "p": 0.05814875662326813,
     "m": 1.0
    },
    {
     "p": 0.006634481251239777,
     "m": 0.5
    },
    {
     "p": 0.09401975572109222,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 185,
   "train_loss": 0.7119491100311279,
   "val_loss": 0.8152010440826416,
   "acc": 70.89,
   "time": 253.8926053220057,
   "param": [
    {
     "p": 0.1113014966249466,
     "m": 0.5
    },
    {
     "p": 0.07014992833137512,
     "m": 0.5
    },
    {
     "p": 0.12576380372047424,
     "m": 0.5
    },
    {
     "p": 0.10236863791942596,
     "m": 0.5981640815734863
    },
    {
     "p": 0.10125942528247833,
     "m": 0.16926419734954834
    },
    {
     "p": 0.008841678500175476,
     "m": 0.3201944828033447
    },
    {
     "p": 0.10439664870500565,
     "m": 0.7516877055168152
    },
    {
     "p": 0.09163229912519455,
     "m": 0.6159844398498535
    },
    {
     "p": 0.008867098949849606,
     "m": 0.9346814751625061
    },
    {
     "p": 0.09394571185112,
     "m": 1.0
    },
    {
     "p": 0.010399037040770054,
     "m": 0.9782937169075012
    },
    {
     "p": 0.10041674971580505,
     "m": 0.9893699288368225
    },
    {
     "p": 0.0006789631443098187,
     "m": 0.5
    },
    {
     "p": 0.06997857987880707,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 186,
   "train_loss": 0.8371017575263977,
   "val_loss": 1.0046931505203247,
   "acc": 70.28,
   "time": 254.27286047599046,
   "param": [
    {
     "p": 0.08009900897741318,
     "m": 0.5
    },
    {
     "p": 0.051977548748254776,
     "m": 0.5
    },
    {
     "p": 0.14376099407672882,
     "m": 0.5
    },
    {
     "p": 0.10494527220726013,
     "m": 0.6837182641029358
    },
    {
     "p": 0.07637586444616318,
     "m": 0.12285365909337997
    },
    {
     "p": 0.00698134396225214,
     "m": 0.25900688767433167
    },
    {
     "p": 0.10607410222291946,
     "m": 0.6691689491271973
    },
    {
     "p": 0.09292755275964737,
     "m": 0.6179688572883606
    },
    {
     "p": 0.005452296230942011,
     "m": 0.8081413507461548
    },
    {
     "p": 0.08491000533103943,
     "m": 1.0
    },
    {
     "p": 0.03600876033306122,
     "m": 1.0
    },
    {
     "p": 0.1106497198343277,
     "m": 1.0
    },
    {
     "p": 0.008895776234567165,
     "m": 0.5
    },
    {
     "p": 0.09094163775444031,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 187,
   "train_loss": 1.024949312210083,
   "val_loss": 0.8654623627662659,
   "acc": 70.96,
   "time": 259.11633767199237,
   "param": [
    {
     "p": 0.0783281922340393,
     "m": 0.5
    },
    {
     "p": 0.06905163079500198,
     "m": 0.5
    },
    {
     "p": 0.13721612095832825,
     "m": 0.5
    },
    {
     "p": 0.1057138592004776,
     "m": 0.7098243832588196
    },
    {
     "p": 0.07999574393033981,
     "m": 0.17294104397296906
    },
    {
     "p": 0.012142494320869446,
     "m": 0.24707114696502686
    },
    {
     "p": 0.08269894123077393,
     "m": 0.7857038378715515
    },
    {
     "p": 0.09975766390562057,
     "m": 0.6772264242172241
    },
    {
     "p": 0.00465462077409029,
     "m": 0.8889736533164978
    },
    {
     "p": 0.07544057816267014,
     "m": 1.0
    },
    {
     "p": 0.06925331801176071,
     "m": 1.0
    },
    {
     "p": 0.09838294237852097,
     "m": 1.0
    },
    {
     "p": 0.00975740235298872,
     "m": 0.5
    },
    {
     "p": 0.07760646194219589,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 188,
   "train_loss": 0.9170970320701599,
   "val_loss": 0.9572708010673523,
   "acc": 71.22,
   "time": 254.91409365303116,
   "param": [
    {
     "p": 0.09196288883686066,
     "m": 0.5
    },
    {
     "p": 0.07373948395252228,
     "m": 0.5
    },
    {
     "p": 0.12566037476062775,
     "m": 0.5
    },
    {
     "p": 0.1160845085978508,
     "m": 0.5429775714874268
    },
    {
     "p": 0.09483534842729568,
     "m": 0.2431953400373459
    },
    {
     "p": 0.006708548869937658,
     "m": 0.3805260956287384
    },
    {
     "p": 0.09611688554286957,
     "m": 0.7705957889556885
    },
    {
     "p": 0.08911259472370148,
     "m": 0.6002840995788574
    },
    {
     "p": 0.009683456271886826,
     "m": 0.9959577322006226
    },
    {
     "p": 0.10145323723554611,
     "m": 0.9791674017906189
    },
    {
     "p": 0.008595583029091358,
     "m": 0.9343833923339844
    },
    {
     "p": 0.09263017028570175,
     "m": 0.9874995946884155
    },
    {
     "p": 0.010599654167890549,
     "m": 0.5
    },
    {
     "p": 0.08281723409891129,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 189,
   "train_loss": 0.9794644713401794,
   "val_loss": 0.8006442189216614,
   "acc": 70.44,
   "time": 263.53252635803074,
   "param": [
    {
     "p": 0.10179302841424942,
     "m": 0.5
    },
    {
     "p": 0.06412234157323837,
     "m": 0.5
    },
    {
     "p": 0.13894256949424744,
     "m": 0.5
    },
    {
     "p": 0.10841340571641922,
     "m": 0.7065901160240173
    },
    {
     "p": 0.08312216401100159,
     "m": 0.16851797699928284
    },
    {
     "p": 0.008731900714337826,
     "m": 0.21627335250377655
    },
    {
     "p": 0.10934089869260788,
     "m": 0.8069518208503723
    },
    {
     "p": 0.10490348935127258,
     "m": 0.6884573101997375
    },
    {
     "p": 0.010722578503191471,
     "m": 0.9892647862434387
    },
    {
     "p": 0.06567993015050888,
     "m": 0.9916461706161499
    },
    {
     "p": 0.010007206350564957,
     "m": 1.0
    },
    {
     "p": 0.09569472819566727,
     "m": 0.9864441752433777
    },
    {
     "p": 0.00641095032915473,
     "m": 0.5
    },
    {
     "p": 0.09211474657058716,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 190,
   "train_loss": 0.8210150599479675,
   "val_loss": 0.8435313701629639,
   "acc": 71.38,
   "time": 252.55746510403696,
   "param": [
    {
     "p": 0.10265367478132248,
     "m": 0.5
    },
    {
     "p": 0.06814330816268921,
     "m": 0.5
    },
    {
     "p": 0.14439573884010315,
     "m": 0.5
    },
    {
     "p": 0.08811990916728973,
     "m": 0.6947292685508728
    },
    {
     "p": 0.09646483510732651,
     "m": 0.22082455456256866
    },
    {
     "p": 0.004789858590811491,
     "m": 0.31031161546707153
    },
    {
     "p": 0.10798906534910202,
     "m": 0.8950515389442444
    },
    {
     "p": 0.10413530468940735,
     "m": 0.8344337344169617
    },
    {
     "p": 0.004297799896448851,
     "m": 0.8742637634277344
    },
    {
     "p": 0.07071182131767273,
     "m": 0.9858605861663818
    },
    {
     "p": 0.0125264972448349,
     "m": 0.9804965853691101
    },
    {
     "p": 0.1069408729672432,
     "m": 1.0
    },
    {
     "p": 0.024430086836218834,
     "m": 0.5
    },
    {
     "p": 0.06440122425556183,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 191,
   "train_loss": 0.8234883546829224,
   "val_loss": 1.0918703079223633,
   "acc": 70.58,
   "time": 272.3286014960031,
   "param": [
    {
     "p": 0.09898578375577927,
     "m": 0.5
    },
    {
     "p": 0.07587029784917831,
     "m": 0.5
    },
    {
     "p": 0.1426180601119995,
     "m": 0.5
    },
    {
     "p": 0.09651865065097809,
     "m": 0.6381298899650574
    },
    {
     "p": 0.07811073213815689,
     "m": 0.12913843989372253
    },
    {
     "p": 0.00854614470154047,
     "m": 0.4525938928127289
    },
    {
     "p": 0.09789936244487762,
     "m": 0.7841519713401794
    },
    {
     "p": 0.10148343443870544,
     "m": 0.8041346073150635
    },
    {
     "p": 0.006009199190884829,
     "m": 0.8806710243225098
    },
    {
     "p": 0.07641422748565674,
     "m": 0.9945884346961975
    },
    {
     "p": 0.011482147499918938,
     "m": 0.9839087128639221
    },
    {
     "p": 0.11340711265802383,
     "m": 1.0
    },
    {
     "p": 0.017176944762468338,
     "m": 0.5
    },
    {
     "p": 0.07547788321971893,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 192,
   "train_loss": 0.6910216212272644,
   "val_loss": 1.0589346885681152,
   "acc": 71.29,
   "time": 259.2393271229812,
   "param": [
    {
     "p": 0.08454852551221848,
     "m": 0.5
    },
    {
     "p": 0.06539738178253174,
     "m": 0.5
    },
    {
     "p": 0.13834691047668457,
     "m": 0.5
    },
    {
     "p": 0.101655974984169,
     "m": 0.6984357833862305
    },
    {
     "p": 0.07541436702013016,
     "m": 0.12261416763067245
    },
    {
     "p": 0.009930044412612915,
     "m": 0.4045049548149109
    },
    {
     "p": 0.12070785462856293,
     "m": 0.7466182708740234
    },
    {
     "p": 0.09649293124675751,
     "m": 0.6066685914993286
    },
    {
     "p": 0.0035243071615695953,
     "m": 0.9416815042495728
    },
    {
     "p": 0.10363856703042984,
     "m": 0.9602822065353394
    },
    {
     "p": 0.007958950474858284,
     "m": 0.9543084502220154
    },
    {
     "p": 0.1075235977768898,
     "m": 1.0
    },
    {
     "p": 0.0006844265153631568,
     "m": 0.5
    },
    {
     "p": 0.08417616039514542,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 193,
   "train_loss": 0.9514235854148865,
   "val_loss": 1.120048999786377,
   "acc": 69.83,
   "time": 254.74795888504013,
   "param": [
    {
     "p": 0.09066664427518845,
     "m": 0.5
    },
    {
     "p": 0.07367280125617981,
     "m": 0.5
    },
    {
     "p": 0.1464531570672989,
     "m": 0.5
    },
    {
     "p": 0.11506140232086182,
     "m": 0.6160517930984497
    },
    {
     "p": 0.061876729130744934,
     "m": 0.10000000149011612
    },
    {
     "p": 0.007736535742878914,
     "m": 0.2726978361606598
    },
    {
     "p": 0.12167990952730179,
     "m": 0.8009369969367981
    },
    {
     "p": 0.0750110074877739,
     "m": 0.5852535963058472
    },
    {
     "p": 0.010637990199029446,
     "m": 1.0
    },
    {
     "p": 0.08078522980213165,
     "m": 0.9881118535995483
    },
    {
     "p": 0.038884446024894714,
     "m": 0.9898421764373779
    },
    {
     "p": 0.0719606950879097,
     "m": 0.9482808709144592
    },
    {
     "p": 0.012486308813095093,
     "m": 0.5
    },
    {
     "p": 0.09308717399835587,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 194,
   "train_loss": 0.6509145498275757,
   "val_loss": 0.9361395835876465,
   "acc": 71.74,
   "time": 261.4332046189811,
   "param": [
    {
     "p": 0.08546043187379837,
     "m": 0.5
    },
    {
     "p": 0.07714294642210007,
     "m": 0.5
    },
    {
     "p": 0.10650043934583664,
     "m": 0.5
    },
    {
     "p": 0.12047642469406128,
     "m": 0.6077224016189575
    },
    {
     "p": 0.06842447072267532,
     "m": 0.10733496397733688
    },
    {
     "p": 0.00650637224316597,
     "m": 0.2987179756164551
    },
    {
     "p": 0.11987462639808655,
     "m": 0.7391335368156433
    },
    {
     "p": 0.0927792489528656,
     "m": 0.6173756718635559
    },
    {
     "p": 0.009967407211661339,
     "m": 0.9939497709274292
    },
    {
     "p": 0.10687851160764694,
     "m": 0.9878368377685547
    },
    {
     "p": 0.005786346271634102,
     "m": 1.0
    },
    {
     "p": 0.10579676181077957,
     "m": 0.9953737258911133
    },
    {
     "p": 0.009281887672841549,
     "m": 0.5
    },
    {
     "p": 0.08512416481971741,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 195,
   "train_loss": 1.0481054782867432,
   "val_loss": 0.9033214449882507,
   "acc": 70.75,
   "time": 264.1254429980181,
   "param": [
    {
     "p": 0.11743393540382385,
     "m": 0.5
    },
    {
     "p": 0.06969717144966125,
     "m": 0.5
    },
    {
     "p": 0.1075870618224144,
     "m": 0.5
    },
    {
     "p": 0.09957937151193619,
     "m": 0.5285189747810364
    },
    {
     "p": 0.09577704221010208,
     "m": 0.2770131826400757
    },
    {
     "p": 0.009820893406867981,
     "m": 0.29755493998527527
    },
    {
     "p": 0.0989462211728096,
     "m": 0.7451571822166443
    },
    {
     "p": 0.11449694633483887,
     "m": 0.5844771862030029
    },
    {
     "p": 0.011015637777745724,
     "m": 1.0
    },
    {
     "p": 0.09756216406822205,
     "m": 0.9557700753211975
    },
    {
     "p": 0.022378597408533096,
     "m": 0.9725668430328369
    },
    {
     "p": 0.0734795480966568,
     "m": 1.0
    },
    {
     "p": 0.009184997528791428,
     "m": 0.5
    },
    {
     "p": 0.0730404183268547,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 196,
   "train_loss": 0.7598952054977417,
   "val_loss": 1.0436089038848877,
   "acc": 70.92,
   "time": 261.031532271998,
   "param": [
    {
     "p": 0.09654462337493896,
     "m": 0.5
    },
    {
     "p": 0.07831733673810959,
     "m": 0.5
    },
    {
     "p": 0.13650567829608917,
     "m": 0.5
    },
    {
     "p": 0.11044573783874512,
     "m": 0.5542587041854858
    },
    {
     "p": 0.08102019876241684,
     "m": 0.167019784450531
    },
    {
     "p": 0.009771691635251045,
     "m": 0.21552231907844543
    },
    {
     "p": 0.10242332518100739,
     "m": 0.6513563394546509
    },
    {
     "p": 0.09679064899682999,
     "m": 0.6022530198097229
    },
    {
     "p": 0.017406204715371132,
     "m": 0.9571170806884766
    },
    {
     "p": 0.07506008446216583,
     "m": 0.9979062080383301
    },
    {
     "p": 0.010273152962327003,
     "m": 0.9918414950370789
    },
    {
     "p": 0.10426889359951019,
     "m": 1.0
    },
    {
     "p": 0.005787424277514219,
     "m": 0.5
    },
    {
     "p": 0.07538502663373947,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 197,
   "train_loss": 1.0465819835662842,
   "val_loss": 0.9434782862663269,
   "acc": 70.6,
   "time": 259.49921677302336,
   "param": [
    {
     "p": 0.08929681032896042,
     "m": 0.5
    },
    {
     "p": 0.08557318150997162,
     "m": 0.5
    },
    {
     "p": 0.1279512643814087,
     "m": 0.5
    },
    {
     "p": 0.11768592149019241,
     "m": 0.5221509337425232
    },
    {
     "p": 0.04624483734369278,
     "m": 0.10729117691516876
    },
    {
     "p": 0.005389373749494553,
     "m": 0.23211713135242462
    },
    {
     "p": 0.10960900783538818,
     "m": 0.7376644611358643
    },
    {
     "p": 0.08229012042284012,
     "m": 0.6390767693519592
    },
    {
     "p": 0.009609144181013107,
     "m": 1.0
    },
    {
     "p": 0.12131530046463013,
     "m": 1.0
    },
    {
     "p": 0.010541582480072975,
     "m": 1.0
    },
    {
     "p": 0.10214737057685852,
     "m": 0.9838994145393372
    },
    {
     "p": 0.0006942295585758984,
     "m": 0.5
    },
    {
     "p": 0.09165193885564804,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 198,
   "train_loss": 1.094984769821167,
   "val_loss": 1.0739942789077759,
   "acc": 70.82,
   "time": 258.6711995319929,
   "param": [
    {
     "p": 0.0943475067615509,
     "m": 0.5
    },
    {
     "p": 0.07964978367090225,
     "m": 0.5
    },
    {
     "p": 0.11472292989492416,
     "m": 0.5
    },
    {
     "p": 0.08242727816104889,
     "m": 0.5360661149024963
    },
    {
     "p": 0.08304562419652939,
     "m": 0.12753450870513916
    },
    {
     "p": 0.01406833529472351,
     "m": 0.3441486954689026
    },
    {
     "p": 0.10194212198257446,
     "m": 0.7852151393890381
    },
    {
     "p": 0.10887736827135086,
     "m": 0.6833439469337463
    },
    {
     "p": 0.007196318358182907,
     "m": 0.9392209649085999
    },
    {
     "p": 0.10964508354663849,
     "m": 0.9657043814659119
    },
    {
     "p": 0.011430897749960423,
     "m": 0.9433963298797607
    },
    {
     "p": 0.1004355326294899,
     "m": 1.0
    },
    {
     "p": 0.011472889222204685,
     "m": 0.5
    },
    {
     "p": 0.08073832839727402,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 199,
   "train_loss": 0.9567959308624268,
   "val_loss": 0.8512328863143921,
   "acc": 70.91,
   "time": 252.93906797794625,
   "param": [
    {
     "p": 0.10803244262933731,
     "m": 0.5
    },
    {
     "p": 0.07062403857707977,
     "m": 0.5
    },
    {
     "p": 0.11492608487606049,
     "m": 0.5
    },
    {
     "p": 0.10599113255739212,
     "m": 0.6035021543502808
    },
    {
     "p": 0.0833512395620346,
     "m": 0.1593041867017746
    },
    {
     "p": 0.010871588252484798,
     "m": 0.2710408568382263
    },
    {
     "p": 0.11877290159463882,
     "m": 0.9238812923431396
    },
    {
     "p": 0.08192754536867142,
     "m": 0.7297880053520203
    },
    {
     "p": 0.012334120459854603,
     "m": 0.8080176711082458
    },
    {
     "p": 0.09360115975141525,
     "m": 1.0
    },
    {
     "p": 0.014073732309043407,
     "m": 0.9742058515548706
    },
    {
     "p": 0.09187903255224228,
     "m": 0.9889612793922424
    },
    {
     "p": 0.009378769434988499,
     "m": 0.5
    },
    {
     "p": 0.08423618972301483,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 200,
   "train_loss": 0.7132566571235657,
   "val_loss": 1.1975029706954956,
   "acc": 71.48,
   "time": 267.0439901120262,
   "param": [
    {
     "p": 0.08026933670043945,
     "m": 0.5
    },
    {
     "p": 0.07768762111663818,
     "m": 0.5
    },
    {
     "p": 0.10800912976264954,
     "m": 0.5
    },
    {
     "p": 0.10536037385463715,
     "m": 0.5625962615013123
    },
    {
     "p": 0.08425688743591309,
     "m": 0.14707757532596588
    },
    {
     "p": 0.008458435535430908,
     "m": 0.31075939536094666
    },
    {
     "p": 0.12916554510593414,
     "m": 0.9248602986335754
    },
    {
     "p": 0.11126498132944107,
     "m": 0.7680042386054993
    },
    {
     "p": 0.0009701688541099429,
     "m": 0.75534588098526
    },
    {
     "p": 0.09804186969995499,
     "m": 0.9010417461395264
    },
    {
     "p": 0.007303350139409304,
     "m": 1.0
    },
    {
     "p": 0.09981350600719452,
     "m": 0.9992286562919617
    },
    {
     "p": 0.005326700396835804,
     "m": 0.5
    },
    {
     "p": 0.0840720385313034,
     "m": 0.5
    }
   ]
  }
 ]
}