AntoineH/smart_augmentation
1
0
Fork 0
mirror of https://github.com/AntoineHX/smart_augmentation.git synced 2025-05-04 12:10:45 +02:00
Code Issues Projects Releases Packages Wiki Activity
smart_augmentation/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json
Harle, Antoine (Contracteur) 4166922c34 Rangement
2020-02-28 16:46:37 -05:00

9938 lines
No EOL
164 KiB
JSON
Executable file
Raw Blame History

{
"Accuracy": 72.58,
"Time": [
247.1346781161148,
3.274697181314116,
37182.54346459638
],
"Optimizer": {
"Meta": {
"optim": "Adam",
"lr": 0.01
},
"Inner": {
"optim": "SGD",
"lr": 0.1,
"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": 4.419397830963135,
"val_loss": 2.290469169616699,
"acc": 11.75,
"time": 207.91521540796384,
"mix_dist": 0.5,
"param": [
{
"p": 0.0713014230132103,
"m": 0.5
},
{
"p": 0.07144641131162643,
"m": 0.5
},
{
"p": 0.07148132473230362,
"m": 0.5
},
{
"p": 0.071392722427845,
"m": 0.4422604739665985
},
{
"p": 0.07147415727376938,
"m": 0.5616171360015869
},
{
"p": 0.07142993807792664,
"m": 0.5594373941421509
},
{
"p": 0.07144865393638611,
"m": 0.5627976655960083
},
{
"p": 0.07147480547428131,
"m": 0.5604895949363708
},
{
"p": 0.07135525345802307,
"m": 0.43498510122299194
},
{
"p": 0.07136654108762741,
"m": 0.4679269790649414
},
{
"p": 0.07138083130121231,
"m": 0.5533158779144287
},
{
"p": 0.07146090269088745,
"m": 0.7584789991378784
},
{
"p": 0.07145991921424866,
"m": 0.5
},
{
"p": 0.0715271383523941,
"m": 0.5
}
]
},
{
"epoch": 2,
"train_loss": 4.571396827697754,
"val_loss": 2.3032665252685547,
"acc": 10.0,
"time": 246.2408446939662,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143513858318329,
"m": 0.5
},
{
"p": 0.07141422480344772,
"m": 0.5
},
{
"p": 0.07144604623317719,
"m": 0.5
},
{
"p": 0.07143185287714005,
"m": 0.4297032654285431
},
{
"p": 0.07142383605241776,
"m": 0.5317893624305725
},
{
"p": 0.07143998891115189,
"m": 0.5215182900428772
},
{
"p": 0.0714353546500206,
"m": 0.5329906344413757
},
{
"p": 0.07142989337444305,
"m": 0.5693077445030212
},
{
"p": 0.07142159342765808,
"m": 0.4804980754852295
},
{
"p": 0.07143279910087585,
"m": 0.5621814131736755
},
{
"p": 0.0714251697063446,
"m": 0.6121336817741394
},
{
"p": 0.07140786945819855,
"m": 0.6558797955513
},
{
"p": 0.07143639028072357,
"m": 0.5
},
{
"p": 0.0714198425412178,
"m": 0.5
}
]
},
{
"epoch": 3,
"train_loss": 4.599611759185791,
"val_loss": 2.308011293411255,
"acc": 10.0,
"time": 246.26867105718702,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142874598503113,
"m": 0.5
},
{
"p": 0.07142863422632217,
"m": 0.5
},
{
"p": 0.07142860442399979,
"m": 0.5
},
{
"p": 0.0714280977845192,
"m": 0.3958513140678406
},
{
"p": 0.07142829895019531,
"m": 0.5612083673477173
},
{
"p": 0.07142889499664307,
"m": 0.5899757742881775
},
{
"p": 0.07142864912748337,
"m": 0.5758005380630493
},
{
"p": 0.07142875343561172,
"m": 0.5867764949798584
},
{
"p": 0.0714287981390953,
"m": 0.5752646923065186
},
{
"p": 0.07142811268568039,
"m": 0.5173584222793579
},
{
"p": 0.07142887264490128,
"m": 0.5351795554161072
},
{
"p": 0.07142858952283859,
"m": 0.5911539793014526
},
{
"p": 0.0714285671710968,
"m": 0.5
},
{
"p": 0.07142840325832367,
"m": 0.5
}
]
},
{
"epoch": 4,
"train_loss": 4.596831321716309,
"val_loss": 2.310926675796509,
"acc": 10.0,
"time": 248.47349698422477,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142858952283859,
"m": 0.5
},
{
"p": 0.0714285671710968,
"m": 0.5
},
{
"p": 0.07142850756645203,
"m": 0.5
},
{
"p": 0.07142855226993561,
"m": 0.37752965092658997
},
{
"p": 0.07142864167690277,
"m": 0.5990082025527954
},
{
"p": 0.07142861187458038,
"m": 0.5870742797851562
},
{
"p": 0.07142866402864456,
"m": 0.612202525138855
},
{
"p": 0.07142858952283859,
"m": 0.6002341508865356
},
{
"p": 0.0714285671710968,
"m": 0.6185322999954224
},
{
"p": 0.07142861187458038,
"m": 0.5288790464401245
},
{
"p": 0.07142846286296844,
"m": 0.5856490135192871
},
{
"p": 0.07142861187458038,
"m": 0.6772719025611877
},
{
"p": 0.0714285671710968,
"m": 0.5
},
{
"p": 0.07142845541238785,
"m": 0.5
}
]
},
{
"epoch": 5,
"train_loss": 4.605165004730225,
"val_loss": 2.3057918548583984,
"acc": 10.0,
"time": 247.08254776988178,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714285597205162,
"m": 0.5
},
{
"p": 0.07142876833677292,
"m": 0.5
},
{
"p": 0.07142844796180725,
"m": 0.5
},
{
"p": 0.07142858952283859,
"m": 0.3384985327720642
},
{
"p": 0.07142848521471024,
"m": 0.6956226229667664
},
{
"p": 0.07142847031354904,
"m": 0.43426328897476196
},
{
"p": 0.07142852991819382,
"m": 0.5406036376953125
},
{
"p": 0.07142854481935501,
"m": 0.6256898045539856
},
{
"p": 0.0714285746216774,
"m": 0.7067487239837646
},
{
"p": 0.07142852991819382,
"m": 0.48032113909721375
},
{
"p": 0.07142873108386993,
"m": 0.5375666618347168
},
{
"p": 0.0714287981390953,
"m": 0.6938049793243408
},
{
"p": 0.07142852991819382,
"m": 0.5
},
{
"p": 0.07142838090658188,
"m": 0.5
}
]
},
{
"epoch": 6,
"train_loss": 4.59948205947876,
"val_loss": 2.3066842555999756,
"acc": 10.0,
"time": 247.35466492222622,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142861187458038,
"m": 0.5
},
{
"p": 0.07142854481935501,
"m": 0.5
},
{
"p": 0.07142852991819382,
"m": 0.5
},
{
"p": 0.07142853736877441,
"m": 0.3451397120952606
},
{
"p": 0.07142861187458038,
"m": 0.6975881457328796
},
{
"p": 0.07142858952283859,
"m": 0.43741482496261597
},
{
"p": 0.07142861187458038,
"m": 0.5472468733787537
},
{
"p": 0.07142850756645203,
"m": 0.6263167858123779
},
{
"p": 0.07142863422632217,
"m": 0.705774188041687
},
{
"p": 0.07142867147922516,
"m": 0.4979284107685089
},
{
"p": 0.07142851501703262,
"m": 0.5414752960205078
},
{
"p": 0.07142847776412964,
"m": 0.7278041839599609
},
{
"p": 0.07142861932516098,
"m": 0.5
},
{
"p": 0.07142855226993561,
"m": 0.5
}
]
},
{
"epoch": 7,
"train_loss": 4.628377914428711,
"val_loss": 2.3076462745666504,
"acc": 10.0,
"time": 247.31069414876401,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142855226993561,
"m": 0.5
},
{
"p": 0.07142883539199829,
"m": 0.5
},
{
"p": 0.07142853736877441,
"m": 0.5
},
{
"p": 0.07142883539199829,
"m": 0.42425772547721863
},
{
"p": 0.07142852246761322,
"m": 0.7986897826194763
},
{
"p": 0.07142847776412964,
"m": 0.4094527065753937
},
{
"p": 0.07142841070890427,
"m": 0.6100656390190125
},
{
"p": 0.07142849266529083,
"m": 0.6061369776725769
},
{
"p": 0.07142862677574158,
"m": 0.8771958947181702
},
{
"p": 0.07142850011587143,
"m": 0.6932364106178284
},
{
"p": 0.07142867892980576,
"m": 0.43589526414871216
},
{
"p": 0.0714285671710968,
"m": 0.7145053148269653
},
{
"p": 0.07142853736877441,
"m": 0.5
},
{
"p": 0.07142846286296844,
"m": 0.5
}
]
},
{
"epoch": 8,
"train_loss": 4.617951393127441,
"val_loss": 2.3028366565704346,
"acc": 10.0,
"time": 248.0084127439186,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142852991819382,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.07142850011587143,
"m": 0.5
},
{
"p": 0.07142851501703262,
"m": 0.4325881004333496
},
{
"p": 0.071428582072258,
"m": 0.7994779348373413
},
{
"p": 0.07142861187458038,
"m": 0.41300657391548157
},
{
"p": 0.07142852991819382,
"m": 0.6170622110366821
},
{
"p": 0.07142861932516098,
"m": 0.6087680459022522
},
{
"p": 0.0714285671710968,
"m": 0.8774678707122803
},
{
"p": 0.0714285597205162,
"m": 0.6966584324836731
},
{
"p": 0.07142851501703262,
"m": 0.4391210079193115
},
{
"p": 0.07142861932516098,
"m": 0.7522244453430176
},
{
"p": 0.07142861187458038,
"m": 0.5
},
{
"p": 0.07142865657806396,
"m": 0.5
}
]
},
{
"epoch": 9,
"train_loss": 4.60772180557251,
"val_loss": 2.3049497604370117,
"acc": 10.0,
"time": 247.37256165314466,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142852991819382,
"m": 0.5
},
{
"p": 0.07142852991819382,
"m": 0.5
},
{
"p": 0.07142838090658188,
"m": 0.5
},
{
"p": 0.07142858952283859,
"m": 0.35829177498817444
},
{
"p": 0.07142877578735352,
"m": 0.957635760307312
},
{
"p": 0.07142851501703262,
"m": 0.2384480983018875
},
{
"p": 0.07142860442399979,
"m": 0.5685093998908997
},
{
"p": 0.071428582072258,
"m": 0.709013044834137
},
{
"p": 0.07142860442399979,
"m": 0.850538969039917
},
{
"p": 0.07142852991819382,
"m": 0.5752936005592346
},
{
"p": 0.07142861187458038,
"m": 0.2452886700630188
},
{
"p": 0.07142851501703262,
"m": 0.5740911364555359
},
{
"p": 0.07142867147922516,
"m": 0.5
},
{
"p": 0.0714285671710968,
"m": 0.5
}
]
},
{
"epoch": 10,
"train_loss": 4.601984024047852,
"val_loss": 2.3061556816101074,
"acc": 10.0,
"time": 247.40206286497414,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142861932516098,
"m": 0.5
},
{
"p": 0.07142847776412964,
"m": 0.5
},
{
"p": 0.07142846286296844,
"m": 0.5
},
{
"p": 0.07142862677574158,
"m": 0.36831581592559814
},
{
"p": 0.0714285746216774,
"m": 0.9578021168708801
},
{
"p": 0.07142860442399979,
"m": 0.24134819209575653
},
{
"p": 0.07142855226993561,
"m": 0.5771741271018982
},
{
"p": 0.0714285597205162,
"m": 0.7110709547996521
},
{
"p": 0.0714285671710968,
"m": 0.850858211517334
},
{
"p": 0.07142847776412964,
"m": 0.5798410773277283
},
{
"p": 0.0714285597205162,
"m": 0.24764484167099
},
{
"p": 0.0714285746216774,
"m": 0.6019989848136902
},
{
"p": 0.07142870128154755,
"m": 0.5
},
{
"p": 0.07142861932516098,
"m": 0.5
}
]
},
{
"epoch": 11,
"train_loss": 4.619946479797363,
"val_loss": 2.302340269088745,
"acc": 10.0,
"time": 248.0560574941337,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142853736877441,
"m": 0.5
},
{
"p": 0.07142869383096695,
"m": 0.5
},
{
"p": 0.07142869383096695,
"m": 0.5
},
{
"p": 0.07142847776412964,
"m": 0.3786270022392273
},
{
"p": 0.07142859697341919,
"m": 0.9578534364700317
},
{
"p": 0.0714285597205162,
"m": 0.24459591507911682
},
{
"p": 0.07142860442399979,
"m": 0.5864754319190979
},
{
"p": 0.07142849266529083,
"m": 0.7132505178451538
},
{
"p": 0.07142852991819382,
"m": 0.8513681292533875
},
{
"p": 0.0714285746216774,
"m": 0.5846685767173767
},
{
"p": 0.07142851501703262,
"m": 0.2499108761548996
},
{
"p": 0.07142829895019531,
"m": 0.6300703883171082
},
{
"p": 0.07142877578735352,
"m": 0.5
},
{
"p": 0.07142864912748337,
"m": 0.5
}
]
},
{
"epoch": 12,
"train_loss": 4.627901554107666,
"val_loss": 2.305229425430298,
"acc": 10.01,
"time": 248.57088293228298,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142872363328934,
"m": 0.5
},
{
"p": 0.07142829149961472,
"m": 0.5
},
{
"p": 0.07142870873212814,
"m": 0.5
},
{
"p": 0.07142861932516098,
"m": 0.388935923576355
},
{
"p": 0.07142865657806396,
"m": 0.9569158554077148
},
{
"p": 0.07142848521471024,
"m": 0.24411927163600922
},
{
"p": 0.07142865657806396,
"m": 0.5979337692260742
},
{
"p": 0.07142848521471024,
"m": 0.7135555744171143
},
{
"p": 0.07142868638038635,
"m": 0.8518611788749695
},
{
"p": 0.07142864912748337,
"m": 0.5900252461433411
},
{
"p": 0.07142868638038635,
"m": 0.25887563824653625
},
{
"p": 0.07142839580774307,
"m": 0.6542738080024719
},
{
"p": 0.07142848521471024,
"m": 0.5
},
{
"p": 0.07142850756645203,
"m": 0.5
}
]
},
{
"epoch": 13,
"train_loss": 4.609932899475098,
"val_loss": 2.3076651096343994,
"acc": 10.0,
"time": 247.18445463990793,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142864167690277,
"m": 0.5
},
{
"p": 0.07142869383096695,
"m": 0.5
},
{
"p": 0.07142861187458038,
"m": 0.5
},
{
"p": 0.07142861932516098,
"m": 0.40088123083114624
},
{
"p": 0.0714285597205162,
"m": 0.9569001197814941
},
{
"p": 0.07142851501703262,
"m": 0.2486170530319214
},
{
"p": 0.07142848521471024,
"m": 0.6081939339637756
},
{
"p": 0.0714283287525177,
"m": 0.71608966588974
},
{
"p": 0.07142860442399979,
"m": 0.8524537682533264
},
{
"p": 0.07142871618270874,
"m": 0.5956041812896729
},
{
"p": 0.07142843306064606,
"m": 0.2619878649711609
},
{
"p": 0.07142869383096695,
"m": 0.6814906597137451
},
{
"p": 0.07142844796180725,
"m": 0.5
},
{
"p": 0.07142864912748337,
"m": 0.5
}
]
},
{
"epoch": 14,
"train_loss": 4.603952884674072,
"val_loss": 2.253129482269287,
"acc": 14.49,
"time": 246.91468691686168,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142995297908783,
"m": 0.5
},
{
"p": 0.07142604142427444,
"m": 0.5
},
{
"p": 0.07142964750528336,
"m": 0.5
},
{
"p": 0.0714292824268341,
"m": 0.41329339146614075
},
{
"p": 0.07142768055200577,
"m": 0.9569203853607178
},
{
"p": 0.0714288055896759,
"m": 0.2526732087135315
},
{
"p": 0.07142870873212814,
"m": 0.6177291870117188
},
{
"p": 0.07142917066812515,
"m": 0.7183957695960999
},
{
"p": 0.07142909616231918,
"m": 0.8539415001869202
},
{
"p": 0.07143060117959976,
"m": 0.6011049747467041
},
{
"p": 0.0714275985956192,
"m": 0.25860342383384705
},
{
"p": 0.07142871618270874,
"m": 0.7078378796577454
},
{
"p": 0.07142863422632217,
"m": 0.5
},
{
"p": 0.07142604142427444,
"m": 0.5
}
]
},
{
"epoch": 15,
"train_loss": 4.486699104309082,
"val_loss": 2.1254796981811523,
"acc": 20.03,
"time": 248.7115425672382,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714506283402443,
"m": 0.5
},
{
"p": 0.07142280787229538,
"m": 0.5
},
{
"p": 0.07144570350646973,
"m": 0.5
},
{
"p": 0.07142140716314316,
"m": 0.4199109971523285
},
{
"p": 0.07142359763383865,
"m": 0.9638727307319641
},
{
"p": 0.0714322105050087,
"m": 0.2541021704673767
},
{
"p": 0.07144592702388763,
"m": 0.6297258734703064
},
{
"p": 0.07145537436008453,
"m": 0.7218531966209412
},
{
"p": 0.0714196190237999,
"m": 0.8428325653076172
},
{
"p": 0.07142910361289978,
"m": 0.607827365398407
},
{
"p": 0.0714038610458374,
"m": 0.25529608130455017
},
{
"p": 0.07143951207399368,
"m": 0.7401083111763
},
{
"p": 0.07143287360668182,
"m": 0.5
},
{
"p": 0.07137738168239594,
"m": 0.5
}
]
},
{
"epoch": 16,
"train_loss": 4.377230644226074,
"val_loss": 2.0698750019073486,
"acc": 21.67,
"time": 247.28550475044176,
"mix_dist": 0.5,
"param": [
{
"p": 0.07141029834747314,
"m": 0.5
},
{
"p": 0.07141251862049103,
"m": 0.5
},
{
"p": 0.07145050168037415,
"m": 0.5
},
{
"p": 0.07142070680856705,
"m": 0.43069514632225037
},
{
"p": 0.0714268833398819,
"m": 0.9619790315628052
},
{
"p": 0.07143534719944,
"m": 0.25968796014785767
},
{
"p": 0.07143934816122055,
"m": 0.6462123394012451
},
{
"p": 0.07144714891910553,
"m": 0.7280095815658569
},
{
"p": 0.07145252078771591,
"m": 0.8534042835235596
},
{
"p": 0.07142750918865204,
"m": 0.5743385553359985
},
{
"p": 0.07142080366611481,
"m": 0.2651936709880829
},
{
"p": 0.07144010066986084,
"m": 0.7956868410110474
},
{
"p": 0.07143182307481766,
"m": 0.5
},
{
"p": 0.07138452678918839,
"m": 0.5
}
]
},
{
"epoch": 17,
"train_loss": 4.153685569763184,
"val_loss": 1.9700886011123657,
"acc": 28.58,
"time": 247.84926372300833,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143010199069977,
"m": 0.5
},
{
"p": 0.07143507152795792,
"m": 0.5
},
{
"p": 0.07143378257751465,
"m": 0.5
},
{
"p": 0.07142229378223419,
"m": 0.44677743315696716
},
{
"p": 0.07143203914165497,
"m": 0.9638526439666748
},
{
"p": 0.07143228501081467,
"m": 0.25102508068084717
},
{
"p": 0.07143357396125793,
"m": 0.6578798294067383
},
{
"p": 0.07142005115747452,
"m": 0.7304258346557617
},
{
"p": 0.07142532616853714,
"m": 0.8516268730163574
},
{
"p": 0.07143716514110565,
"m": 0.5545013546943665
},
{
"p": 0.07144308090209961,
"m": 0.25126293301582336
},
{
"p": 0.0714353621006012,
"m": 0.8328019976615906
},
{
"p": 0.07143306732177734,
"m": 0.5
},
{
"p": 0.07138677686452866,
"m": 0.5
}
]
},
{
"epoch": 18,
"train_loss": 4.024594306945801,
"val_loss": 1.9265528917312622,
"acc": 29.93,
"time": 246.68396302266046,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714239552617073,
"m": 0.5
},
{
"p": 0.07140041887760162,
"m": 0.5
},
{
"p": 0.07147347927093506,
"m": 0.5
},
{
"p": 0.07144307345151901,
"m": 0.45295360684394836
},
{
"p": 0.07143393158912659,
"m": 0.9614570140838623
},
{
"p": 0.07144135981798172,
"m": 0.23449081182479858
},
{
"p": 0.07140437513589859,
"m": 0.6648450493812561
},
{
"p": 0.07139619439840317,
"m": 0.7357339262962341
},
{
"p": 0.0714368224143982,
"m": 0.8565168380737305
},
{
"p": 0.07148607820272446,
"m": 0.5473036766052246
},
{
"p": 0.07144509255886078,
"m": 0.24988305568695068
},
{
"p": 0.07141687721014023,
"m": 0.8716837763786316
},
{
"p": 0.07144414633512497,
"m": 0.5
},
{
"p": 0.07135413587093353,
"m": 0.5
}
]
},
{
"epoch": 19,
"train_loss": 3.965890884399414,
"val_loss": 1.8610223531723022,
"acc": 27.5,
"time": 247.6268576523289,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142677903175354,
"m": 0.5
},
{
"p": 0.07142944633960724,
"m": 0.5
},
{
"p": 0.07145033776760101,
"m": 0.5
},
{
"p": 0.0714636892080307,
"m": 0.44702768325805664
},
{
"p": 0.07143231481313705,
"m": 0.9579289555549622
},
{
"p": 0.07141837477684021,
"m": 0.2740698754787445
},
{
"p": 0.07145221531391144,
"m": 0.663786768913269
},
{
"p": 0.07141845673322678,
"m": 0.7349460124969482
},
{
"p": 0.07141910493373871,
"m": 0.8628726005554199
},
{
"p": 0.0714297890663147,
"m": 0.5349820852279663
},
{
"p": 0.0713806226849556,
"m": 0.25328755378723145
},
{
"p": 0.07145734876394272,
"m": 0.8962700366973877
},
{
"p": 0.07143298536539078,
"m": 0.5
},
{
"p": 0.07138852030038834,
"m": 0.5
}
]
},
{
"epoch": 20,
"train_loss": 3.57757830619812,
"val_loss": 1.7488819360733032,
"acc": 35.32,
"time": 248.73650758480653,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144995778799057,
"m": 0.5
},
{
"p": 0.07139793038368225,
"m": 0.5
},
{
"p": 0.07144086062908173,
"m": 0.5
},
{
"p": 0.0714380294084549,
"m": 0.4451349079608917
},
{
"p": 0.07142315059900284,
"m": 0.954616367816925
},
{
"p": 0.07143628597259521,
"m": 0.28377342224121094
},
{
"p": 0.07144279778003693,
"m": 0.6714712977409363
},
{
"p": 0.07141149789094925,
"m": 0.7342857718467712
},
{
"p": 0.0714474767446518,
"m": 0.8646749258041382
},
{
"p": 0.07144562900066376,
"m": 0.5314106941223145
},
{
"p": 0.07141416519880295,
"m": 0.25504180788993835
},
{
"p": 0.07143234461545944,
"m": 0.904782235622406
},
{
"p": 0.07143674045801163,
"m": 0.5
},
{
"p": 0.07138317823410034,
"m": 0.5
}
]
},
{
"epoch": 21,
"train_loss": 3.783869743347168,
"val_loss": 1.7192177772521973,
"acc": 35.12,
"time": 247.75953587098047,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145485281944275,
"m": 0.5
},
{
"p": 0.071406289935112,
"m": 0.5
},
{
"p": 0.07143057137727737,
"m": 0.5
},
{
"p": 0.07141858339309692,
"m": 0.4453763961791992
},
{
"p": 0.07139638066291809,
"m": 0.9525508284568787
},
{
"p": 0.071424201130867,
"m": 0.2945283353328705
},
{
"p": 0.07144773006439209,
"m": 0.6699904203414917
},
{
"p": 0.07143948972225189,
"m": 0.7348099946975708
},
{
"p": 0.07143740355968475,
"m": 0.8681043982505798
},
{
"p": 0.07143431901931763,
"m": 0.5132397413253784
},
{
"p": 0.07145168632268906,
"m": 0.25338828563690186
},
{
"p": 0.07144440710544586,
"m": 0.9096635580062866
},
{
"p": 0.0714290514588356,
"m": 0.5
},
{
"p": 0.0713849812746048,
"m": 0.5
}
]
},
{
"epoch": 22,
"train_loss": 3.5774731636047363,
"val_loss": 1.8396106958389282,
"acc": 36.1,
"time": 247.32630905415863,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146110385656357,
"m": 0.5
},
{
"p": 0.07139842957258224,
"m": 0.5
},
{
"p": 0.07143914699554443,
"m": 0.5
},
{
"p": 0.07141553610563278,
"m": 0.44374018907546997
},
{
"p": 0.07138875126838684,
"m": 0.9513294100761414
},
{
"p": 0.07147793471813202,
"m": 0.2820644676685333
},
{
"p": 0.07134997844696045,
"m": 0.6752656698226929
},
{
"p": 0.07140324264764786,
"m": 0.7350672483444214
},
{
"p": 0.07144567370414734,
"m": 0.8730826377868652
},
{
"p": 0.07146967202425003,
"m": 0.5175002217292786
},
{
"p": 0.07145106047391891,
"m": 0.26606297492980957
},
{
"p": 0.07145296037197113,
"m": 0.9250537753105164
},
{
"p": 0.07141463458538055,
"m": 0.5
},
{
"p": 0.07143189013004303,
"m": 0.5
}
]
},
{
"epoch": 23,
"train_loss": 3.6082210540771484,
"val_loss": 1.656638503074646,
"acc": 41.83,
"time": 247.52889846032485,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144433259963989,
"m": 0.5
},
{
"p": 0.07143159210681915,
"m": 0.5
},
{
"p": 0.07144487649202347,
"m": 0.5
},
{
"p": 0.07138758152723312,
"m": 0.44292593002319336
},
{
"p": 0.0714656263589859,
"m": 0.9488516449928284
},
{
"p": 0.0714242085814476,
"m": 0.3075697124004364
},
{
"p": 0.0714549720287323,
"m": 0.6632263660430908
},
{
"p": 0.0714288055896759,
"m": 0.7325341701507568
},
{
"p": 0.07143339514732361,
"m": 0.8731659054756165
},
{
"p": 0.07142218947410583,
"m": 0.5217975974082947
},
{
"p": 0.0714220479130745,
"m": 0.24894174933433533
},
{
"p": 0.07141003012657166,
"m": 0.9524317979812622
},
{
"p": 0.07142972946166992,
"m": 0.5
},
{
"p": 0.07140060514211655,
"m": 0.5
}
]
},
{
"epoch": 24,
"train_loss": 3.5130276679992676,
"val_loss": 1.607221007347107,
"acc": 42.84,
"time": 248.17448575003073,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143004983663559,
"m": 0.5
},
{
"p": 0.07137241959571838,
"m": 0.5
},
{
"p": 0.07143358141183853,
"m": 0.5
},
{
"p": 0.07144554704427719,
"m": 0.45749497413635254
},
{
"p": 0.07147285342216492,
"m": 0.957367479801178
},
{
"p": 0.07142405956983566,
"m": 0.3331141769886017
},
{
"p": 0.07140902429819107,
"m": 0.6623368263244629
},
{
"p": 0.07141505181789398,
"m": 0.7312158346176147
},
{
"p": 0.07145068794488907,
"m": 0.8691950440406799
},
{
"p": 0.07146003842353821,
"m": 0.5311720967292786
},
{
"p": 0.07138777524232864,
"m": 0.24715015292167664
},
{
"p": 0.07142145186662674,
"m": 0.9719669818878174
},
{
"p": 0.07147637754678726,
"m": 0.5
},
{
"p": 0.07140105962753296,
"m": 0.5
}
]
},
{
"epoch": 25,
"train_loss": 3.5094525814056396,
"val_loss": 1.6157543659210205,
"acc": 43.34,
"time": 247.05911317188293,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143842428922653,
"m": 0.5
},
{
"p": 0.07143313437700272,
"m": 0.5
},
{
"p": 0.07143781334161758,
"m": 0.5
},
{
"p": 0.0714404284954071,
"m": 0.4670940935611725
},
{
"p": 0.07141011208295822,
"m": 0.962780773639679
},
{
"p": 0.07142458856105804,
"m": 0.34174907207489014
},
{
"p": 0.07144051790237427,
"m": 0.6828119158744812
},
{
"p": 0.07144548743963242,
"m": 0.7312753200531006
},
{
"p": 0.07141715288162231,
"m": 0.8774193525314331
},
{
"p": 0.07141859084367752,
"m": 0.533387303352356
},
{
"p": 0.07141872495412827,
"m": 0.24235080182552338
},
{
"p": 0.0714217871427536,
"m": 0.9998092651367188
},
{
"p": 0.07144703716039658,
"m": 0.5
},
{
"p": 0.07140625268220901,
"m": 0.5
}
]
},
{
"epoch": 26,
"train_loss": 3.440524101257324,
"val_loss": 1.543474555015564,
"acc": 44.24,
"time": 250.18609837908298,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144787162542343,
"m": 0.5
},
{
"p": 0.0714370533823967,
"m": 0.5
},
{
"p": 0.0715084820985794,
"m": 0.5
},
{
"p": 0.07142999768257141,
"m": 0.4771329164505005
},
{
"p": 0.07143758982419968,
"m": 0.9529222846031189
},
{
"p": 0.07142992317676544,
"m": 0.36653879284858704
},
{
"p": 0.07145414501428604,
"m": 0.6886862516403198
},
{
"p": 0.07142256200313568,
"m": 0.7295958995819092
},
{
"p": 0.07142004370689392,
"m": 0.881069540977478
},
{
"p": 0.07143524289131165,
"m": 0.5409813523292542
},
{
"p": 0.07143715023994446,
"m": 0.25268954038619995
},
{
"p": 0.07143019884824753,
"m": 0.9971573352813721
},
{
"p": 0.0713910311460495,
"m": 0.5
},
{
"p": 0.07131868600845337,
"m": 0.5
}
]
},
{
"epoch": 27,
"train_loss": 3.533684253692627,
"val_loss": 1.4507976770401,
"acc": 45.53,
"time": 247.75602956768125,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144100964069366,
"m": 0.5
},
{
"p": 0.07140827924013138,
"m": 0.5
},
{
"p": 0.07143612205982208,
"m": 0.5
},
{
"p": 0.07144255936145782,
"m": 0.4893612265586853
},
{
"p": 0.07142248004674911,
"m": 0.955560028553009
},
{
"p": 0.07141811400651932,
"m": 0.39518263936042786
},
{
"p": 0.0714406743645668,
"m": 0.6900877356529236
},
{
"p": 0.07141291350126266,
"m": 0.7370982766151428
},
{
"p": 0.07142209261655807,
"m": 0.8804669380187988
},
{
"p": 0.07148196548223495,
"m": 0.5473683476448059
},
{
"p": 0.071404367685318,
"m": 0.24491995573043823
},
{
"p": 0.0714421197772026,
"m": 1.0
},
{
"p": 0.07145361602306366,
"m": 0.5
},
{
"p": 0.07137364894151688,
"m": 0.5
}
]
},
{
"epoch": 28,
"train_loss": 3.407705307006836,
"val_loss": 1.4424450397491455,
"acc": 47.15,
"time": 247.30159470718354,
"mix_dist": 0.5,
"param": [
{
"p": 0.071427121758461,
"m": 0.5
},
{
"p": 0.07145373523235321,
"m": 0.5
},
{
"p": 0.07142255455255508,
"m": 0.5
},
{
"p": 0.07147333025932312,
"m": 0.49682655930519104
},
{
"p": 0.07137655466794968,
"m": 0.9561001658439636
},
{
"p": 0.07140053063631058,
"m": 0.3573665916919708
},
{
"p": 0.07141523063182831,
"m": 0.6639477610588074
},
{
"p": 0.07142487913370132,
"m": 0.7336803078651428
},
{
"p": 0.07144202291965485,
"m": 0.8870312571525574
},
{
"p": 0.0714796856045723,
"m": 0.5576760768890381
},
{
"p": 0.07138103991746902,
"m": 0.252456396818161
},
{
"p": 0.07145480811595917,
"m": 0.9955333471298218
},
{
"p": 0.07146070152521133,
"m": 0.5
},
{
"p": 0.07138780504465103,
"m": 0.5
}
]
},
{
"epoch": 29,
"train_loss": 3.4890832901000977,
"val_loss": 1.4475181102752686,
"acc": 47.01,
"time": 248.08888936322182,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144954055547714,
"m": 0.5
},
{
"p": 0.07134923338890076,
"m": 0.5
},
{
"p": 0.07143101841211319,
"m": 0.5
},
{
"p": 0.07140547782182693,
"m": 0.507572591304779
},
{
"p": 0.07141855359077454,
"m": 0.960408091545105
},
{
"p": 0.07143671065568924,
"m": 0.41198450326919556
},
{
"p": 0.07145925611257553,
"m": 0.6528885364532471
},
{
"p": 0.07142498344182968,
"m": 0.7408871650695801
},
{
"p": 0.07147853821516037,
"m": 0.8939670920372009
},
{
"p": 0.07143926620483398,
"m": 0.5618137121200562
},
{
"p": 0.07143805921077728,
"m": 0.23634392023086548
},
{
"p": 0.07145069539546967,
"m": 1.0
},
{
"p": 0.07144070416688919,
"m": 0.5
},
{
"p": 0.07137793302536011,
"m": 0.5
}
]
},
{
"epoch": 30,
"train_loss": 3.389815092086792,
"val_loss": 1.4971940517425537,
"acc": 45.25,
"time": 247.8170441328548,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145431637763977,
"m": 0.5
},
{
"p": 0.07138701528310776,
"m": 0.5
},
{
"p": 0.07146331667900085,
"m": 0.5
},
{
"p": 0.07139972597360611,
"m": 0.5188083648681641
},
{
"p": 0.07140624523162842,
"m": 0.9519442319869995
},
{
"p": 0.0714377909898758,
"m": 0.4304015636444092
},
{
"p": 0.07145515829324722,
"m": 0.6756711006164551
},
{
"p": 0.07138856500387192,
"m": 0.7441965937614441
},
{
"p": 0.07141389697790146,
"m": 0.9006321430206299
},
{
"p": 0.07143478840589523,
"m": 0.5681681632995605
},
{
"p": 0.07147208601236343,
"m": 0.23709870874881744
},
{
"p": 0.07145924121141434,
"m": 0.9831523895263672
},
{
"p": 0.07142890244722366,
"m": 0.5
},
{
"p": 0.07139891386032104,
"m": 0.5
}
]
},
{
"epoch": 31,
"train_loss": 3.120664119720459,
"val_loss": 1.314717173576355,
"acc": 50.03,
"time": 247.15753829898313,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144180685281754,
"m": 0.5
},
{
"p": 0.07138039171695709,
"m": 0.5
},
{
"p": 0.07143965363502502,
"m": 0.5
},
{
"p": 0.07140091806650162,
"m": 0.528440535068512
},
{
"p": 0.07139460742473602,
"m": 0.9537760019302368
},
{
"p": 0.07141280174255371,
"m": 0.45516154170036316
},
{
"p": 0.07142311334609985,
"m": 0.6975355744361877
},
{
"p": 0.07148554176092148,
"m": 0.7432950735092163
},
{
"p": 0.07145674526691437,
"m": 0.9024349451065063
},
{
"p": 0.07146855443716049,
"m": 0.5636311173439026
},
{
"p": 0.07147611677646637,
"m": 0.2448239028453827
},
{
"p": 0.0714292824268341,
"m": 0.9875587821006775
},
{
"p": 0.07143233716487885,
"m": 0.5
},
{
"p": 0.07135812938213348,
"m": 0.5
}
]
},
{
"epoch": 32,
"train_loss": 3.239593982696533,
"val_loss": 1.3401896953582764,
"acc": 48.95,
"time": 247.51149224909022,
"mix_dist": 0.5,
"param": [
{
"p": 0.07141325622797012,
"m": 0.5
},
{
"p": 0.07133403420448303,
"m": 0.5
},
{
"p": 0.07148006558418274,
"m": 0.5
},
{
"p": 0.07147438824176788,
"m": 0.5453097820281982
},
{
"p": 0.07137896865606308,
"m": 0.9441042542457581
},
{
"p": 0.07139848172664642,
"m": 0.48204997181892395
},
{
"p": 0.07146097719669342,
"m": 0.680453896522522
},
{
"p": 0.07141846418380737,
"m": 0.7471258640289307
},
{
"p": 0.071431465446949,
"m": 0.8986406922340393
},
{
"p": 0.07146897912025452,
"m": 0.5717388391494751
},
{
"p": 0.0714804083108902,
"m": 0.2517000436782837
},
{
"p": 0.07142603397369385,
"m": 0.975170373916626
},
{
"p": 0.0714322030544281,
"m": 0.5
},
{
"p": 0.07140223681926727,
"m": 0.5
}
]
},
{
"epoch": 33,
"train_loss": 3.125521183013916,
"val_loss": 1.38350510597229,
"acc": 51.83,
"time": 247.22548090992495,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145123928785324,
"m": 0.5
},
{
"p": 0.07138557732105255,
"m": 0.5
},
{
"p": 0.07147230207920074,
"m": 0.5
},
{
"p": 0.07143089920282364,
"m": 0.5893658995628357
},
{
"p": 0.071385458111763,
"m": 0.9410752058029175
},
{
"p": 0.07144127041101456,
"m": 0.4749254584312439
},
{
"p": 0.0714423805475235,
"m": 0.667430579662323
},
{
"p": 0.07144009321928024,
"m": 0.7482733726501465
},
{
"p": 0.07145489007234573,
"m": 0.8979886174201965
},
{
"p": 0.07141377031803131,
"m": 0.576699435710907
},
{
"p": 0.07145005464553833,
"m": 0.2816231846809387
},
{
"p": 0.07142038643360138,
"m": 0.9887988567352295
},
{
"p": 0.07150710374116898,
"m": 0.5
},
{
"p": 0.07130454480648041,
"m": 0.5
}
]
},
{
"epoch": 34,
"train_loss": 3.3380889892578125,
"val_loss": 1.368826985359192,
"acc": 52.41,
"time": 247.85199303459376,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143928855657578,
"m": 0.5
},
{
"p": 0.07137398421764374,
"m": 0.5
},
{
"p": 0.0714528039097786,
"m": 0.5
},
{
"p": 0.07142997533082962,
"m": 0.6258835792541504
},
{
"p": 0.07138604670763016,
"m": 0.9133490324020386
},
{
"p": 0.07143516093492508,
"m": 0.49102500081062317
},
{
"p": 0.07139952480792999,
"m": 0.6619347929954529
},
{
"p": 0.07138035446405411,
"m": 0.75639408826828
},
{
"p": 0.07144079357385635,
"m": 0.895815372467041
},
{
"p": 0.07145901024341583,
"m": 0.5829240083694458
},
{
"p": 0.07148492336273193,
"m": 0.2808356285095215
},
{
"p": 0.07143044471740723,
"m": 0.9789463877677917
},
{
"p": 0.07148023694753647,
"m": 0.5
},
{
"p": 0.07140744477510452,
"m": 0.5
}
]
},
{
"epoch": 35,
"train_loss": 3.226989269256592,
"val_loss": 1.2911670207977295,
"acc": 51.24,
"time": 246.8908700873144,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144217193126678,
"m": 0.5
},
{
"p": 0.07139445096254349,
"m": 0.5
},
{
"p": 0.07143501937389374,
"m": 0.5
},
{
"p": 0.07141926139593124,
"m": 0.6374163627624512
},
{
"p": 0.07139252126216888,
"m": 0.9254603385925293
},
{
"p": 0.07142750173807144,
"m": 0.5376341938972473
},
{
"p": 0.07146763801574707,
"m": 0.6490732431411743
},
{
"p": 0.07144899666309357,
"m": 0.7628864645957947
},
{
"p": 0.07141774892807007,
"m": 0.8950777053833008
},
{
"p": 0.07147402316331863,
"m": 0.5877587199211121
},
{
"p": 0.07136990129947662,
"m": 0.2990970015525818
},
{
"p": 0.07142412662506104,
"m": 0.9866334795951843
},
{
"p": 0.07148591428995132,
"m": 0.5
},
{
"p": 0.07140069454908371,
"m": 0.5
}
]
},
{
"epoch": 36,
"train_loss": 2.923271656036377,
"val_loss": 1.3786758184432983,
"acc": 52.02,
"time": 246.59736347198486,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145758718252182,
"m": 0.5
},
{
"p": 0.07143798470497131,
"m": 0.5
},
{
"p": 0.0714484229683876,
"m": 0.5
},
{
"p": 0.07146268337965012,
"m": 0.6250477433204651
},
{
"p": 0.07143694162368774,
"m": 0.9256053566932678
},
{
"p": 0.07140948623418808,
"m": 0.5926298499107361
},
{
"p": 0.07145081460475922,
"m": 0.6573352217674255
},
{
"p": 0.07141952216625214,
"m": 0.7613683938980103
},
{
"p": 0.07142677158117294,
"m": 0.8984780311584473
},
{
"p": 0.07139718532562256,
"m": 0.5870899558067322
},
{
"p": 0.0714198425412178,
"m": 0.31249988079071045
},
{
"p": 0.07146109640598297,
"m": 0.9987139105796814
},
{
"p": 0.07137799263000488,
"m": 0.5
},
{
"p": 0.07139363884925842,
"m": 0.5
}
]
},
{
"epoch": 37,
"train_loss": 2.7171709537506104,
"val_loss": 1.352232575416565,
"acc": 49.09,
"time": 248.02890488971025,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146862894296646,
"m": 0.5
},
{
"p": 0.07137209922075272,
"m": 0.5
},
{
"p": 0.07147404551506042,
"m": 0.5
},
{
"p": 0.07146403193473816,
"m": 0.6339424848556519
},
{
"p": 0.07139847427606583,
"m": 0.9329790472984314
},
{
"p": 0.0714075043797493,
"m": 0.65322345495224
},
{
"p": 0.07140462100505829,
"m": 0.6908014416694641
},
{
"p": 0.07141227275133133,
"m": 0.7728755474090576
},
{
"p": 0.0714411586523056,
"m": 0.8975496888160706
},
{
"p": 0.07143683731555939,
"m": 0.5875111222267151
},
{
"p": 0.07143311947584152,
"m": 0.32258328795433044
},
{
"p": 0.07147939503192902,
"m": 1.0
},
{
"p": 0.07148637622594833,
"m": 0.5
},
{
"p": 0.07132140547037125,
"m": 0.5
}
]
},
{
"epoch": 38,
"train_loss": 2.9320530891418457,
"val_loss": 1.373318076133728,
"acc": 53.76,
"time": 246.8924995190464,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144711911678314,
"m": 0.5
},
{
"p": 0.07138749957084656,
"m": 0.5
},
{
"p": 0.07141133397817612,
"m": 0.5
},
{
"p": 0.07142849266529083,
"m": 0.6625093221664429
},
{
"p": 0.07144465297460556,
"m": 0.9243141412734985
},
{
"p": 0.07140696048736572,
"m": 0.5903024673461914
},
{
"p": 0.07138866931200027,
"m": 0.7010742425918579
},
{
"p": 0.07156448066234589,
"m": 0.7703028917312622
},
{
"p": 0.07139594107866287,
"m": 0.902296781539917
},
{
"p": 0.07139544934034348,
"m": 0.5907465219497681
},
{
"p": 0.07142467796802521,
"m": 0.3183589577674866
},
{
"p": 0.07139245420694351,
"m": 0.9986633062362671
},
{
"p": 0.07144664227962494,
"m": 0.5
},
{
"p": 0.0714656412601471,
"m": 0.5
}
]
},
{
"epoch": 39,
"train_loss": 3.0331625938415527,
"val_loss": 1.1093530654907227,
"acc": 56.35,
"time": 246.83978101890534,
"mix_dist": 0.5,
"param": [
{
"p": 0.07141277194023132,
"m": 0.5
},
{
"p": 0.07138929516077042,
"m": 0.5
},
{
"p": 0.07143135368824005,
"m": 0.5
},
{
"p": 0.07146687060594559,
"m": 0.6679055690765381
},
{
"p": 0.07142581045627594,
"m": 0.9357568621635437
},
{
"p": 0.07139431685209274,
"m": 0.5862452387809753
},
{
"p": 0.07149724662303925,
"m": 0.7038183808326721
},
{
"p": 0.07141897827386856,
"m": 0.7877312302589417
},
{
"p": 0.07141115516424179,
"m": 0.9153064489364624
},
{
"p": 0.07146434485912323,
"m": 0.5761599540710449
},
{
"p": 0.07142320275306702,
"m": 0.3504316806793213
},
{
"p": 0.07147636264562607,
"m": 1.0
},
{
"p": 0.0714258924126625,
"m": 0.5
},
{
"p": 0.07136238366365433,
"m": 0.5
}
]
},
{
"epoch": 40,
"train_loss": 2.746652603149414,
"val_loss": 1.268269419670105,
"acc": 55.63,
"time": 247.44497823901474,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150822132825851,
"m": 0.5
},
{
"p": 0.07143345475196838,
"m": 0.5
},
{
"p": 0.07143670320510864,
"m": 0.5
},
{
"p": 0.07145600765943527,
"m": 0.7071511149406433
},
{
"p": 0.07142460346221924,
"m": 0.950538694858551
},
{
"p": 0.07140256464481354,
"m": 0.5921398401260376
},
{
"p": 0.0714196264743805,
"m": 0.7163858413696289
},
{
"p": 0.07145226746797562,
"m": 0.7976173162460327
},
{
"p": 0.07140126824378967,
"m": 0.9128727316856384
},
{
"p": 0.0714191347360611,
"m": 0.5729317665100098
},
{
"p": 0.07145687937736511,
"m": 0.3896210491657257
},
{
"p": 0.07140837609767914,
"m": 0.9959861636161804
},
{
"p": 0.07141553610563278,
"m": 0.5
},
{
"p": 0.07136539369821548,
"m": 0.5
}
]
},
{
"epoch": 41,
"train_loss": 2.7313501834869385,
"val_loss": 1.3001750707626343,
"acc": 53.54,
"time": 247.23157461499795,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143087685108185,
"m": 0.5
},
{
"p": 0.07138430327177048,
"m": 0.5
},
{
"p": 0.07149633020162582,
"m": 0.5
},
{
"p": 0.07143692672252655,
"m": 0.709377110004425
},
{
"p": 0.07143384963274002,
"m": 0.9541152715682983
},
{
"p": 0.07138919830322266,
"m": 0.5846408009529114
},
{
"p": 0.07137691974639893,
"m": 0.7730045914649963
},
{
"p": 0.07140166312456131,
"m": 0.8030707240104675
},
{
"p": 0.07152319699525833,
"m": 0.9171167612075806
},
{
"p": 0.07147274911403656,
"m": 0.5673812031745911
},
{
"p": 0.07147573679685593,
"m": 0.3842560648918152
},
{
"p": 0.07142462581396103,
"m": 0.9993096590042114
},
{
"p": 0.07139845192432404,
"m": 0.5
},
{
"p": 0.07135522365570068,
"m": 0.5
}
]
},
{
"epoch": 42,
"train_loss": 2.8512558937072754,
"val_loss": 1.1755256652832031,
"acc": 56.51,
"time": 248.49060617899522,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145044207572937,
"m": 0.5
},
{
"p": 0.07133512198925018,
"m": 0.5
},
{
"p": 0.07149899005889893,
"m": 0.5
},
{
"p": 0.07142943888902664,
"m": 0.73146653175354
},
{
"p": 0.07145147025585175,
"m": 0.9540177583694458
},
{
"p": 0.07137006521224976,
"m": 0.5940430164337158
},
{
"p": 0.07144336402416229,
"m": 0.7732541561126709
},
{
"p": 0.07140780240297318,
"m": 0.7880544662475586
},
{
"p": 0.07145822048187256,
"m": 0.9202356934547424
},
{
"p": 0.07143862545490265,
"m": 0.5641881823539734
},
{
"p": 0.07152710109949112,
"m": 0.4000948965549469
},
{
"p": 0.07151038199663162,
"m": 0.9979221224784851
},
{
"p": 0.07141915708780289,
"m": 0.5
},
{
"p": 0.07125982642173767,
"m": 0.5
}
]
},
{
"epoch": 43,
"train_loss": 3.0492568016052246,
"val_loss": 1.134216547012329,
"acc": 58.19,
"time": 249.39722653804347,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150672376155853,
"m": 0.5
},
{
"p": 0.07138969749212265,
"m": 0.5
},
{
"p": 0.07145597785711288,
"m": 0.5
},
{
"p": 0.07141909748315811,
"m": 0.7414839267730713
},
{
"p": 0.07137253135442734,
"m": 0.9494703412055969
},
{
"p": 0.07138589769601822,
"m": 0.6134346723556519
},
{
"p": 0.07141435891389847,
"m": 0.7938657999038696
},
{
"p": 0.07149595767259598,
"m": 0.7902753949165344
},
{
"p": 0.07138481736183167,
"m": 0.923617422580719
},
{
"p": 0.0714452713727951,
"m": 0.5772327184677124
},
{
"p": 0.07146944105625153,
"m": 0.40371188521385193
},
{
"p": 0.07148049026727676,
"m": 1.0
},
{
"p": 0.07145035266876221,
"m": 0.5
},
{
"p": 0.07132934778928757,
"m": 0.5
}
]
},
{
"epoch": 44,
"train_loss": 2.874101161956787,
"val_loss": 1.2713422775268555,
"acc": 53.94,
"time": 247.21440644096583,
"mix_dist": 0.5,
"param": [
{
"p": 0.07152102887630463,
"m": 0.5
},
{
"p": 0.07135999202728271,
"m": 0.5
},
{
"p": 0.07141190022230148,
"m": 0.5
},
{
"p": 0.0714523121714592,
"m": 0.7302855253219604
},
{
"p": 0.07135036587715149,
"m": 0.9533389210700989
},
{
"p": 0.07139334082603455,
"m": 0.5507679581642151
},
{
"p": 0.07141324877738953,
"m": 0.7464597225189209
},
{
"p": 0.07143967598676682,
"m": 0.8010059595108032
},
{
"p": 0.07146119326353073,
"m": 0.9193811416625977
},
{
"p": 0.07152029126882553,
"m": 0.6088364720344543
},
{
"p": 0.07139809429645538,
"m": 0.4193544387817383
},
{
"p": 0.07144715636968613,
"m": 1.0
},
{
"p": 0.07148446142673492,
"m": 0.5
},
{
"p": 0.0713469460606575,
"m": 0.5
}
]
},
{
"epoch": 45,
"train_loss": 3.3462986946105957,
"val_loss": 1.2781190872192383,
"acc": 55.68,
"time": 246.82101020915434,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143492251634598,
"m": 0.5
},
{
"p": 0.0713663101196289,
"m": 0.5
},
{
"p": 0.0714174434542656,
"m": 0.5
},
{
"p": 0.07144485414028168,
"m": 0.7808020114898682
},
{
"p": 0.07148130238056183,
"m": 0.9397786855697632
},
{
"p": 0.07140544801950455,
"m": 0.5685780644416809
},
{
"p": 0.0713985338807106,
"m": 0.7947272062301636
},
{
"p": 0.07146590948104858,
"m": 0.8133314251899719
},
{
"p": 0.07144612818956375,
"m": 0.9241014719009399
},
{
"p": 0.07148900628089905,
"m": 0.6203641891479492
},
{
"p": 0.07156682759523392,
"m": 0.44176194071769714
},
{
"p": 0.0714036375284195,
"m": 0.999025821685791
},
{
"p": 0.07144536077976227,
"m": 0.5
},
{
"p": 0.07123426347970963,
"m": 0.5
}
]
},
{
"epoch": 46,
"train_loss": 2.55716609954834,
"val_loss": 1.1464169025421143,
"acc": 56.58,
"time": 247.77798707364127,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714622363448143,
"m": 0.5
},
{
"p": 0.0713842436671257,
"m": 0.5
},
{
"p": 0.07144411653280258,
"m": 0.5
},
{
"p": 0.07146572321653366,
"m": 0.7898237109184265
},
{
"p": 0.0713760256767273,
"m": 0.9114285707473755
},
{
"p": 0.07142745703458786,
"m": 0.5661822557449341
},
{
"p": 0.0714530423283577,
"m": 0.7915650606155396
},
{
"p": 0.071415014564991,
"m": 0.815666675567627
},
{
"p": 0.07144999504089355,
"m": 0.9283861517906189
},
{
"p": 0.07144772261381149,
"m": 0.6479886174201965
},
{
"p": 0.07144646346569061,
"m": 0.4645377993583679
},
{
"p": 0.07146897912025452,
"m": 1.0
},
{
"p": 0.07147423177957535,
"m": 0.5
},
{
"p": 0.07128472626209259,
"m": 0.5
}
]
},
{
"epoch": 47,
"train_loss": 2.7081284523010254,
"val_loss": 1.175126552581787,
"acc": 58.52,
"time": 247.32483516912907,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145294547080994,
"m": 0.5
},
{
"p": 0.07134947925806046,
"m": 0.5
},
{
"p": 0.07148661464452744,
"m": 0.5
},
{
"p": 0.07142436504364014,
"m": 0.7926111221313477
},
{
"p": 0.07147588580846786,
"m": 0.9322125911712646
},
{
"p": 0.0714399442076683,
"m": 0.5599893927574158
},
{
"p": 0.07141324877738953,
"m": 0.8202651143074036
},
{
"p": 0.07149775326251984,
"m": 0.8202100992202759
},
{
"p": 0.07145188748836517,
"m": 0.924907386302948
},
{
"p": 0.07145804911851883,
"m": 0.6482327580451965
},
{
"p": 0.07139235734939575,
"m": 0.4591834545135498
},
{
"p": 0.07145314663648605,
"m": 1.0
},
{
"p": 0.07143797725439072,
"m": 0.5
},
{
"p": 0.07126635313034058,
"m": 0.5
}
]
},
{
"epoch": 48,
"train_loss": 2.7373046875,
"val_loss": 1.1613457202911377,
"acc": 58.11,
"time": 247.04764861799777,
"mix_dist": 0.5,
"param": [
{
"p": 0.07140325754880905,
"m": 0.5
},
{
"p": 0.07138250768184662,
"m": 0.5
},
{
"p": 0.07137367129325867,
"m": 0.5
},
{
"p": 0.07141093164682388,
"m": 0.8270184993743896
},
{
"p": 0.07143085449934006,
"m": 0.9116255640983582
},
{
"p": 0.07140573114156723,
"m": 0.64378821849823
},
{
"p": 0.07149114459753036,
"m": 0.8760597705841064
},
{
"p": 0.07145678997039795,
"m": 0.8513622283935547
},
{
"p": 0.07147347182035446,
"m": 0.9213191866874695
},
{
"p": 0.0714140236377716,
"m": 0.6573774218559265
},
{
"p": 0.07149138301610947,
"m": 0.47246259450912476
},
{
"p": 0.07143726944923401,
"m": 0.9882012009620667
},
{
"p": 0.07146710157394409,
"m": 0.5
},
{
"p": 0.07136180996894836,
"m": 0.5
}
]
},
{
"epoch": 49,
"train_loss": 2.653059482574463,
"val_loss": 1.1131361722946167,
"acc": 59.73,
"time": 247.44717245223,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145524770021439,
"m": 0.5
},
{
"p": 0.07140833884477615,
"m": 0.5
},
{
"p": 0.07144588977098465,
"m": 0.5
},
{
"p": 0.0714353695511818,
"m": 0.8282764554023743
},
{
"p": 0.07136905193328857,
"m": 0.9053634405136108
},
{
"p": 0.07140453159809113,
"m": 0.7318447232246399
},
{
"p": 0.0714150220155716,
"m": 0.8544780611991882
},
{
"p": 0.07143374532461166,
"m": 0.8413315415382385
},
{
"p": 0.0715174525976181,
"m": 0.9248605966567993
},
{
"p": 0.0714946910738945,
"m": 0.6546953320503235
},
{
"p": 0.07146839052438736,
"m": 0.45926690101623535
},
{
"p": 0.0715068131685257,
"m": 0.9992853999137878
},
{
"p": 0.07132349163293839,
"m": 0.5
},
{
"p": 0.07132194936275482,
"m": 0.5
}
]
},
{
"epoch": 50,
"train_loss": 3.1174378395080566,
"val_loss": 1.1745564937591553,
"acc": 58.74,
"time": 246.739436164964,
"mix_dist": 0.5,
"param": [
{
"p": 0.07149598747491837,
"m": 0.5
},
{
"p": 0.07135067880153656,
"m": 0.5
},
{
"p": 0.0715002790093422,
"m": 0.5
},
{
"p": 0.0713895931839943,
"m": 0.8443359732627869
},
{
"p": 0.07141179591417313,
"m": 0.9135373830795288
},
{
"p": 0.07144147902727127,
"m": 0.7326895594596863
},
{
"p": 0.0714389756321907,
"m": 0.8911169767379761
},
{
"p": 0.07144200056791306,
"m": 0.8541869521141052
},
{
"p": 0.07138996571302414,
"m": 0.9343687295913696
},
{
"p": 0.0714729055762291,
"m": 0.6722069978713989
},
{
"p": 0.0715106800198555,
"m": 0.46169644594192505
},
{
"p": 0.07141102105379105,
"m": 0.9996440410614014
},
{
"p": 0.07142791152000427,
"m": 0.5
},
{
"p": 0.07131675630807877,
"m": 0.5
}
]
},
{
"epoch": 51,
"train_loss": 2.543024778366089,
"val_loss": 1.0420440435409546,
"acc": 61.01,
"time": 247.82362662721425,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142989337444305,
"m": 0.5
},
{
"p": 0.07131565362215042,
"m": 0.5
},
{
"p": 0.07143888622522354,
"m": 0.5
},
{
"p": 0.07144651561975479,
"m": 0.9060232639312744
},
{
"p": 0.0713944062590599,
"m": 0.9370477199554443
},
{
"p": 0.0714339092373848,
"m": 0.7583975195884705
},
{
"p": 0.07145196199417114,
"m": 0.8349432349205017
},
{
"p": 0.07142666727304459,
"m": 0.8906571269035339
},
{
"p": 0.07147575914859772,
"m": 0.9284023642539978
},
{
"p": 0.07148739695549011,
"m": 0.6956691741943359
},
{
"p": 0.07145721465349197,
"m": 0.4753657281398773
},
{
"p": 0.07144419848918915,
"m": 1.0
},
{
"p": 0.07145089656114578,
"m": 0.5
},
{
"p": 0.07134667783975601,
"m": 0.5
}
]
},
{
"epoch": 52,
"train_loss": 2.530263662338257,
"val_loss": 1.1540251970291138,
"acc": 60.82,
"time": 247.77488189190626,
"mix_dist": 0.5,
"param": [
{
"p": 0.07149390131235123,
"m": 0.5
},
{
"p": 0.07134732604026794,
"m": 0.5
},
{
"p": 0.07147681713104248,
"m": 0.5
},
{
"p": 0.07151937484741211,
"m": 0.8977839350700378
},
{
"p": 0.07138273864984512,
"m": 0.9136594533920288
},
{
"p": 0.07136662304401398,
"m": 0.6891095638275146
},
{
"p": 0.0714091807603836,
"m": 0.8906448483467102
},
{
"p": 0.07141325622797012,
"m": 0.856939971446991
},
{
"p": 0.07151342928409576,
"m": 0.9276177883148193
},
{
"p": 0.07148903608322144,
"m": 0.7088057994842529
},
{
"p": 0.0713801234960556,
"m": 0.48090437054634094
},
{
"p": 0.07138688862323761,
"m": 1.0
},
{
"p": 0.07148591428995132,
"m": 0.5
},
{
"p": 0.07133540511131287,
"m": 0.5
}
]
},
{
"epoch": 53,
"train_loss": 2.8385379314422607,
"val_loss": 1.0838340520858765,
"acc": 62.29,
"time": 247.00233959313482,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714530348777771,
"m": 0.5
},
{
"p": 0.07129576057195663,
"m": 0.5
},
{
"p": 0.07147862017154694,
"m": 0.5
},
{
"p": 0.0714111402630806,
"m": 0.901470422744751
},
{
"p": 0.07139642536640167,
"m": 0.8907932639122009
},
{
"p": 0.07139378041028976,
"m": 0.5710238814353943
},
{
"p": 0.07147760689258575,
"m": 0.9375622868537903
},
{
"p": 0.07152627408504486,
"m": 0.8629409670829773
},
{
"p": 0.07145462185144424,
"m": 0.9271717667579651
},
{
"p": 0.07146571576595306,
"m": 0.7274965643882751
},
{
"p": 0.07143691182136536,
"m": 0.48807695508003235
},
{
"p": 0.07147283852100372,
"m": 0.999666690826416
},
{
"p": 0.0714346393942833,
"m": 0.5
},
{
"p": 0.0713026151061058,
"m": 0.5
}
]
},
{
"epoch": 54,
"train_loss": 2.372743606567383,
"val_loss": 0.9828867316246033,
"acc": 61.84,
"time": 246.83677456108853,
"mix_dist": 0.5,
"param": [
{
"p": 0.07141385972499847,
"m": 0.5
},
{
"p": 0.07132832705974579,
"m": 0.5
},
{
"p": 0.07154367119073868,
"m": 0.5
},
{
"p": 0.0714867115020752,
"m": 0.8439487218856812
},
{
"p": 0.07141731679439545,
"m": 0.8674865365028381
},
{
"p": 0.07147678732872009,
"m": 0.5808442234992981
},
{
"p": 0.07143238931894302,
"m": 1.0
},
{
"p": 0.07137849926948547,
"m": 0.8678467869758606
},
{
"p": 0.07145167887210846,
"m": 0.9266221523284912
},
{
"p": 0.07135643810033798,
"m": 0.7317957878112793
},
{
"p": 0.07157345861196518,
"m": 0.5041190981864929
},
{
"p": 0.07143968343734741,
"m": 0.9671710729598999
},
{
"p": 0.07141800224781036,
"m": 0.5
},
{
"p": 0.07128316164016724,
"m": 0.5
}
]
},
{
"epoch": 55,
"train_loss": 2.6376962661743164,
"val_loss": 1.091281771659851,
"acc": 62.14,
"time": 247.04878158308566,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150759547948837,
"m": 0.5
},
{
"p": 0.07139319181442261,
"m": 0.5
},
{
"p": 0.07153904438018799,
"m": 0.5
},
{
"p": 0.07143698632717133,
"m": 0.867343544960022
},
{
"p": 0.07137539982795715,
"m": 0.8879856467247009
},
{
"p": 0.07141485810279846,
"m": 0.5834870338439941
},
{
"p": 0.07146822661161423,
"m": 0.9564688205718994
},
{
"p": 0.07145341485738754,
"m": 0.8824719786643982
},
{
"p": 0.07132119685411453,
"m": 0.9320091605186462
},
{
"p": 0.07146575301885605,
"m": 0.6823598146438599
},
{
"p": 0.07144555449485779,
"m": 0.5168519616127014
},
{
"p": 0.07147344201803207,
"m": 0.9946030974388123
},
{
"p": 0.07139997184276581,
"m": 0.5
},
{
"p": 0.07130540907382965,
"m": 0.5
}
]
},
{
"epoch": 56,
"train_loss": 2.403921127319336,
"val_loss": 1.0929818153381348,
"acc": 61.47,
"time": 247.11199394101277,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150346040725708,
"m": 0.5
},
{
"p": 0.07139460742473602,
"m": 0.5
},
{
"p": 0.07146646827459335,
"m": 0.5
},
{
"p": 0.07145488262176514,
"m": 0.8810685873031616
},
{
"p": 0.07136454433202744,
"m": 0.9201332926750183
},
{
"p": 0.07135731726884842,
"m": 0.5981823801994324
},
{
"p": 0.0714128389954567,
"m": 0.9298073053359985
},
{
"p": 0.07146304845809937,
"m": 0.8717812895774841
},
{
"p": 0.07144221663475037,
"m": 0.9374376535415649
},
{
"p": 0.07151076197624207,
"m": 0.6586747169494629
},
{
"p": 0.07145112007856369,
"m": 0.5283507108688354
},
{
"p": 0.07137458771467209,
"m": 1.0
},
{
"p": 0.0714460164308548,
"m": 0.5
},
{
"p": 0.0713581070303917,
"m": 0.5
}
]
},
{
"epoch": 57,
"train_loss": 2.2645301818847656,
"val_loss": 1.0765132904052734,
"acc": 61.96,
"time": 246.78894643764943,
"mix_dist": 0.5,
"param": [
{
"p": 0.07149393111467361,
"m": 0.5
},
{
"p": 0.07129158079624176,
"m": 0.5
},
{
"p": 0.07145480811595917,
"m": 0.5
},
{
"p": 0.07137860357761383,
"m": 0.9422738552093506
},
{
"p": 0.0714372768998146,
"m": 0.9082283973693848
},
{
"p": 0.0714341327548027,
"m": 0.5909532904624939
},
{
"p": 0.07139504700899124,
"m": 0.965865969657898
},
{
"p": 0.07148032635450363,
"m": 0.8719151616096497
},
{
"p": 0.07147089391946793,
"m": 0.9362331628799438
},
{
"p": 0.07141841948032379,
"m": 0.679654061794281
},
{
"p": 0.0714501217007637,
"m": 0.5400631427764893
},
{
"p": 0.07147736847400665,
"m": 0.9968221783638
},
{
"p": 0.07149706780910492,
"m": 0.5
},
{
"p": 0.07132037729024887,
"m": 0.5
}
]
},
{
"epoch": 58,
"train_loss": 2.7789828777313232,
"val_loss": 1.0773791074752808,
"acc": 61.14,
"time": 248.5759365670383,
"mix_dist": 0.5,
"param": [
{
"p": 0.07148629426956177,
"m": 0.5
},
{
"p": 0.07145135849714279,
"m": 0.5
},
{
"p": 0.071457140147686,
"m": 0.5
},
{
"p": 0.07136117666959763,
"m": 0.9339523911476135
},
{
"p": 0.07136265933513641,
"m": 0.9576912522315979
},
{
"p": 0.07135989516973495,
"m": 0.5396799445152283
},
{
"p": 0.07138945162296295,
"m": 0.9183112382888794
},
{
"p": 0.07145710289478302,
"m": 0.8895276188850403
},
{
"p": 0.07151786237955093,
"m": 0.9453995823860168
},
{
"p": 0.07160308957099915,
"m": 0.6831701993942261
},
{
"p": 0.0714937373995781,
"m": 0.5797937512397766
},
{
"p": 0.07139494270086288,
"m": 0.9958953261375427
},
{
"p": 0.0714653804898262,
"m": 0.5
},
{
"p": 0.0711999237537384,
"m": 0.5
}
]
},
{
"epoch": 59,
"train_loss": 2.5470001697540283,
"val_loss": 1.14479660987854,
"acc": 60.62,
"time": 246.01865458581597,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145132124423981,
"m": 0.5
},
{
"p": 0.07129336148500443,
"m": 0.5
},
{
"p": 0.07138392329216003,
"m": 0.5
},
{
"p": 0.071428082883358,
"m": 0.970816969871521
},
{
"p": 0.07149152457714081,
"m": 0.969436764717102
},
{
"p": 0.07141947746276855,
"m": 0.5477889180183411
},
{
"p": 0.07137888669967651,
"m": 0.9757968187332153
},
{
"p": 0.07150544971227646,
"m": 0.9065729379653931
},
{
"p": 0.07150337845087051,
"m": 0.9388076066970825
},
{
"p": 0.07159078866243362,
"m": 0.6965951323509216
},
{
"p": 0.0714038833975792,
"m": 0.5911904573440552
},
{
"p": 0.07151520997285843,
"m": 1.0
},
{
"p": 0.07139386981725693,
"m": 0.5
},
{
"p": 0.07124077528715134,
"m": 0.5
}
]
},
{
"epoch": 60,
"train_loss": 2.3315582275390625,
"val_loss": 1.1377102136611938,
"acc": 63.46,
"time": 247.9212751192972,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714167058467865,
"m": 0.5
},
{
"p": 0.07130969315767288,
"m": 0.5
},
{
"p": 0.07141285389661789,
"m": 0.5
},
{
"p": 0.07146802544593811,
"m": 0.9678819179534912
},
{
"p": 0.07144603133201599,
"m": 1.0
},
{
"p": 0.07145237922668457,
"m": 0.571516215801239
},
{
"p": 0.07137921452522278,
"m": 0.9868165254592896
},
{
"p": 0.07139166444540024,
"m": 0.9190487861633301
},
{
"p": 0.07147272676229477,
"m": 0.9387949109077454
},
{
"p": 0.07150303572416306,
"m": 0.7509916424751282
},
{
"p": 0.0714409202337265,
"m": 0.6008650660514832
},
{
"p": 0.07145960628986359,
"m": 1.0
},
{
"p": 0.07148751616477966,
"m": 0.5
},
{
"p": 0.07135961949825287,
"m": 0.5
}
]
},
{
"epoch": 61,
"train_loss": 2.2562828063964844,
"val_loss": 0.9667423963546753,
"acc": 63.79,
"time": 246.55731530999765,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145432382822037,
"m": 0.5
},
{
"p": 0.07143916189670563,
"m": 0.5
},
{
"p": 0.0714879110455513,
"m": 0.5
},
{
"p": 0.071355901658535,
"m": 0.8437148332595825
},
{
"p": 0.07130905985832214,
"m": 0.9723483324050903
},
{
"p": 0.07143306732177734,
"m": 0.5055352449417114
},
{
"p": 0.0714782178401947,
"m": 1.0
},
{
"p": 0.07155073434114456,
"m": 0.9205803871154785
},
{
"p": 0.07147989422082901,
"m": 0.936096727848053
},
{
"p": 0.07134467363357544,
"m": 0.7915791273117065
},
{
"p": 0.07151330262422562,
"m": 0.6267630457878113
},
{
"p": 0.07141349464654922,
"m": 0.9961358308792114
},
{
"p": 0.07145656645298004,
"m": 0.5
},
{
"p": 0.071283720433712,
"m": 0.5
}
]
},
{
"epoch": 62,
"train_loss": 2.413954734802246,
"val_loss": 1.013828158378601,
"acc": 64.39,
"time": 247.47193403868005,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145088911056519,
"m": 0.5
},
{
"p": 0.07132859528064728,
"m": 0.5
},
{
"p": 0.07139145582914352,
"m": 0.5
},
{
"p": 0.0714571550488472,
"m": 0.7247111201286316
},
{
"p": 0.07143238931894302,
"m": 1.0
},
{
"p": 0.07143858820199966,
"m": 0.45084014534950256
},
{
"p": 0.07134152203798294,
"m": 1.0
},
{
"p": 0.0712774246931076,
"m": 0.8845748901367188
},
{
"p": 0.07161346077919006,
"m": 0.9471181035041809
},
{
"p": 0.07151225954294205,
"m": 0.7920474410057068
},
{
"p": 0.071330726146698,
"m": 0.6446152329444885
},
{
"p": 0.07135804742574692,
"m": 1.0
},
{
"p": 0.07149220257997513,
"m": 0.5
},
{
"p": 0.07157526910305023,
"m": 0.5
}
]
},
{
"epoch": 63,
"train_loss": 2.355297088623047,
"val_loss": 1.1438648700714111,
"acc": 61.45,
"time": 248.12138328468427,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143877446651459,
"m": 0.5
},
{
"p": 0.0712786465883255,
"m": 0.5
},
{
"p": 0.07142341881990433,
"m": 0.5
},
{
"p": 0.07127638161182404,
"m": 0.7252649068832397
},
{
"p": 0.07139252126216888,
"m": 0.9915643334388733
},
{
"p": 0.07148146629333496,
"m": 0.47017356753349304
},
{
"p": 0.0713239312171936,
"m": 1.0
},
{
"p": 0.07148861885070801,
"m": 0.8663750290870667
},
{
"p": 0.07148087024688721,
"m": 0.9574966430664062
},
{
"p": 0.0715344101190567,
"m": 0.8256496787071228
},
{
"p": 0.07158897072076797,
"m": 0.6290568113327026
},
{
"p": 0.07156210392713547,
"m": 0.979912281036377
},
{
"p": 0.07137595117092133,
"m": 0.5
},
{
"p": 0.07135392725467682,
"m": 0.5
}
]
},
{
"epoch": 64,
"train_loss": 2.358551502227783,
"val_loss": 1.0398356914520264,
"acc": 64.21,
"time": 246.86366387316957,
"mix_dist": 0.5,
"param": [
{
"p": 0.07139349728822708,
"m": 0.5
},
{
"p": 0.07130167633295059,
"m": 0.5
},
{
"p": 0.07131648063659668,
"m": 0.5
},
{
"p": 0.07146427035331726,
"m": 0.7775328755378723
},
{
"p": 0.07135355472564697,
"m": 0.9765033721923828
},
{
"p": 0.07143289595842361,
"m": 0.48966193199157715
},
{
"p": 0.07149814814329147,
"m": 1.0
},
{
"p": 0.07155851274728775,
"m": 0.8811697959899902
},
{
"p": 0.07132326066493988,
"m": 0.9678457975387573
},
{
"p": 0.0714770182967186,
"m": 0.8113657236099243
},
{
"p": 0.07140089571475983,
"m": 0.630949079990387
},
{
"p": 0.07151820510625839,
"m": 1.0
},
{
"p": 0.07162471115589142,
"m": 0.5
},
{
"p": 0.07133679836988449,
"m": 0.5
}
]
},
{
"epoch": 65,
"train_loss": 2.588137149810791,
"val_loss": 1.029632568359375,
"acc": 65.44,
"time": 247.31833230005577,
"mix_dist": 0.5,
"param": [
{
"p": 0.07152313739061356,
"m": 0.5
},
{
"p": 0.07133959233760834,
"m": 0.5
},
{
"p": 0.07149162888526917,
"m": 0.5
},
{
"p": 0.07140689343214035,
"m": 0.7572064995765686
},
{
"p": 0.07129345089197159,
"m": 0.9774715304374695
},
{
"p": 0.07149500399827957,
"m": 0.541808545589447
},
{
"p": 0.07139454036951065,
"m": 0.9850204586982727
},
{
"p": 0.07143747061491013,
"m": 0.8910620212554932
},
{
"p": 0.07144631445407867,
"m": 0.9803225994110107
},
{
"p": 0.07136787474155426,
"m": 0.8324088454246521
},
{
"p": 0.0715440884232521,
"m": 0.6555169224739075
},
{
"p": 0.07143854349851608,
"m": 1.0
},
{
"p": 0.0715288370847702,
"m": 0.5
},
{
"p": 0.07129263132810593,
"m": 0.5
}
]
},
{
"epoch": 66,
"train_loss": 2.598712205886841,
"val_loss": 1.0755583047866821,
"acc": 63.95,
"time": 248.0436435402371,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146002352237701,
"m": 0.5
},
{
"p": 0.07144651561975479,
"m": 0.5
},
{
"p": 0.0714692547917366,
"m": 0.5
},
{
"p": 0.07134637236595154,
"m": 0.6884005665779114
},
{
"p": 0.07163463532924652,
"m": 0.9684876799583435
},
{
"p": 0.07131539285182953,
"m": 0.5239264369010925
},
{
"p": 0.07119247317314148,
"m": 0.9281015396118164
},
{
"p": 0.07173465192317963,
"m": 0.9170736074447632
},
{
"p": 0.0715441033244133,
"m": 0.9843474626541138
},
{
"p": 0.07129068672657013,
"m": 0.8724504113197327
},
{
"p": 0.07146494835615158,
"m": 0.6884087920188904
},
{
"p": 0.07152381539344788,
"m": 0.999466061592102
},
{
"p": 0.07138898968696594,
"m": 0.5
},
{
"p": 0.0711880698800087,
"m": 0.5
}
]
},
{
"epoch": 67,
"train_loss": 2.5374276638031006,
"val_loss": 0.9636968374252319,
"acc": 64.85,
"time": 247.32977513596416,
"mix_dist": 0.5,
"param": [
{
"p": 0.07140983641147614,
"m": 0.5
},
{
"p": 0.07129707932472229,
"m": 0.5
},
{
"p": 0.07151509076356888,
"m": 0.5
},
{
"p": 0.07144032418727875,
"m": 0.7590336799621582
},
{
"p": 0.07145638018846512,
"m": 0.9918028116226196
},
{
"p": 0.07134153693914413,
"m": 0.6884279847145081
},
{
"p": 0.07144208252429962,
"m": 0.8708006739616394
},
{
"p": 0.07153035700321198,
"m": 0.9354564547538757
},
{
"p": 0.07152551412582397,
"m": 1.0
},
{
"p": 0.07138971239328384,
"m": 0.8685943484306335
},
{
"p": 0.0714997723698616,
"m": 0.7393277883529663
},
{
"p": 0.07134594768285751,
"m": 0.9992082715034485
},
{
"p": 0.07145300507545471,
"m": 0.5
},
{
"p": 0.07135336846113205,
"m": 0.5
}
]
},
{
"epoch": 68,
"train_loss": 2.318650245666504,
"val_loss": 1.0922664403915405,
"acc": 64.29,
"time": 247.57829112000763,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142847776412964,
"m": 0.5
},
{
"p": 0.07146960496902466,
"m": 0.5
},
{
"p": 0.07142762839794159,
"m": 0.5
},
{
"p": 0.07123150676488876,
"m": 0.691997766494751
},
{
"p": 0.0713200569152832,
"m": 0.9905208349227905
},
{
"p": 0.07150277495384216,
"m": 0.6735642552375793
},
{
"p": 0.07145639508962631,
"m": 0.94347083568573
},
{
"p": 0.07137011736631393,
"m": 0.9708241820335388
},
{
"p": 0.0714867115020752,
"m": 0.9785593748092651
},
{
"p": 0.07152647525072098,
"m": 0.8069225549697876
},
{
"p": 0.0714416429400444,
"m": 0.7360575199127197
},
{
"p": 0.07139677554368973,
"m": 1.0
},
{
"p": 0.07150451838970184,
"m": 0.5
},
{
"p": 0.0714372768998146,
"m": 0.5
}
]
},
{
"epoch": 69,
"train_loss": 2.477274179458618,
"val_loss": 0.9889299869537354,
"acc": 64.82,
"time": 247.05899176141247,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143169641494751,
"m": 0.5
},
{
"p": 0.07140081375837326,
"m": 0.5
},
{
"p": 0.07145033776760101,
"m": 0.5
},
{
"p": 0.07142132520675659,
"m": 0.6630522012710571
},
{
"p": 0.071318119764328,
"m": 0.9232643842697144
},
{
"p": 0.07146279513835907,
"m": 0.6968990564346313
},
{
"p": 0.07139474153518677,
"m": 0.9271901249885559
},
{
"p": 0.07128728181123734,
"m": 0.9572311043739319
},
{
"p": 0.07155770808458328,
"m": 0.9934142231941223
},
{
"p": 0.07152709364891052,
"m": 0.8257606625556946
},
{
"p": 0.07157540321350098,
"m": 0.7754456400871277
},
{
"p": 0.0714089646935463,
"m": 1.0
},
{
"p": 0.07144071906805038,
"m": 0.5
},
{
"p": 0.07132305204868317,
"m": 0.5
}
]
},
{
"epoch": 70,
"train_loss": 2.340031623840332,
"val_loss": 1.031895399093628,
"acc": 63.42,
"time": 248.3175290133804,
"mix_dist": 0.5,
"param": [
{
"p": 0.07139726728200912,
"m": 0.5
},
{
"p": 0.07129520922899246,
"m": 0.5
},
{
"p": 0.07141565531492233,
"m": 0.5
},
{
"p": 0.07162871956825256,
"m": 0.7359032034873962
},
{
"p": 0.07129374146461487,
"m": 0.9605255722999573
},
{
"p": 0.07128188014030457,
"m": 0.7256592512130737
},
{
"p": 0.07143262028694153,
"m": 0.9914074540138245
},
{
"p": 0.07139179110527039,
"m": 0.9962734580039978
},
{
"p": 0.07144639641046524,
"m": 0.9999504089355469
},
{
"p": 0.07161713391542435,
"m": 0.8258209824562073
},
{
"p": 0.07152030616998672,
"m": 0.7931737899780273
},
{
"p": 0.07148350030183792,
"m": 0.9921386241912842
},
{
"p": 0.07134462893009186,
"m": 0.5
},
{
"p": 0.07145113497972488,
"m": 0.5
}
]
},
{
"epoch": 71,
"train_loss": 2.0607786178588867,
"val_loss": 0.9403232932090759,
"acc": 64.75,
"time": 246.9517030240968,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714767575263977,
"m": 0.5
},
{
"p": 0.07131819427013397,
"m": 0.5
},
{
"p": 0.0714811459183693,
"m": 0.5
},
{
"p": 0.0713372454047203,
"m": 0.7129204273223877
},
{
"p": 0.07133711129426956,
"m": 0.9163560271263123
},
{
"p": 0.07148101180791855,
"m": 0.6498960852622986
},
{
"p": 0.07140903919935226,
"m": 0.8444002270698547
},
{
"p": 0.07139668613672256,
"m": 0.9856024980545044
},
{
"p": 0.07154444605112076,
"m": 0.9979137778282166
},
{
"p": 0.07146520167589188,
"m": 0.8833926320075989
},
{
"p": 0.07140376418828964,
"m": 0.7976071238517761
},
{
"p": 0.07144072651863098,
"m": 1.0
},
{
"p": 0.07147961109876633,
"m": 0.5
},
{
"p": 0.07142907381057739,
"m": 0.5
}
]
},
{
"epoch": 72,
"train_loss": 2.293306350708008,
"val_loss": 0.928843080997467,
"acc": 66.22,
"time": 247.83761613583192,
"mix_dist": 0.5,
"param": [
{
"p": 0.071550652384758,
"m": 0.5
},
{
"p": 0.07131940126419067,
"m": 0.5
},
{
"p": 0.07133153825998306,
"m": 0.5
},
{
"p": 0.07145001739263535,
"m": 0.7146719098091125
},
{
"p": 0.07145807147026062,
"m": 0.92942214012146
},
{
"p": 0.07134035974740982,
"m": 0.664739727973938
},
{
"p": 0.07148373872041702,
"m": 0.8445132374763489
},
{
"p": 0.0714038610458374,
"m": 0.9596776962280273
},
{
"p": 0.07140985131263733,
"m": 0.9990829229354858
},
{
"p": 0.07148611545562744,
"m": 0.9281858801841736
},
{
"p": 0.07153690606355667,
"m": 0.8007684350013733
},
{
"p": 0.07144077122211456,
"m": 1.0
},
{
"p": 0.07150202989578247,
"m": 0.5
},
{
"p": 0.07128673791885376,
"m": 0.5
}
]
},
{
"epoch": 73,
"train_loss": 2.1350150108337402,
"val_loss": 0.9355180263519287,
"acc": 65.55,
"time": 247.10774527816102,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151361554861069,
"m": 0.5
},
{
"p": 0.07119878381490707,
"m": 0.5
},
{
"p": 0.07138299942016602,
"m": 0.5
},
{
"p": 0.07146461308002472,
"m": 0.7806586027145386
},
{
"p": 0.07132086157798767,
"m": 0.9086856842041016
},
{
"p": 0.07134939730167389,
"m": 0.6359387636184692
},
{
"p": 0.07150017470121384,
"m": 0.8496087193489075
},
{
"p": 0.07154849916696548,
"m": 0.9716203808784485
},
{
"p": 0.07130978256464005,
"m": 0.9986169338226318
},
{
"p": 0.07152678072452545,
"m": 0.8974352478981018
},
{
"p": 0.07156585901975632,
"m": 0.7928862571716309
},
{
"p": 0.07156751304864883,
"m": 0.9973162412643433
},
{
"p": 0.07141163945198059,
"m": 0.5
},
{
"p": 0.07133946567773819,
"m": 0.5
}
]
},
{
"epoch": 74,
"train_loss": 2.1507301330566406,
"val_loss": 0.9392428398132324,
"acc": 65.92,
"time": 247.7072001178749,
"mix_dist": 0.5,
"param": [
{
"p": 0.07152549922466278,
"m": 0.5
},
{
"p": 0.07130469381809235,
"m": 0.5
},
{
"p": 0.07151765376329422,
"m": 0.5
},
{
"p": 0.07135995477437973,
"m": 0.8740581274032593
},
{
"p": 0.07117871195077896,
"m": 0.9518997669219971
},
{
"p": 0.07162188738584518,
"m": 0.5509623289108276
},
{
"p": 0.07151598483324051,
"m": 0.839680552482605
},
{
"p": 0.07136354595422745,
"m": 0.9757049083709717
},
{
"p": 0.07157201319932938,
"m": 1.0
},
{
"p": 0.0713476911187172,
"m": 0.8782590627670288
},
{
"p": 0.0714329332113266,
"m": 0.8196424245834351
},
{
"p": 0.07151919603347778,
"m": 1.0
},
{
"p": 0.07143454253673553,
"m": 0.5
},
{
"p": 0.07130569964647293,
"m": 0.5
}
]
},
{
"epoch": 75,
"train_loss": 2.1133193969726562,
"val_loss": 0.94499671459198,
"acc": 66.26,
"time": 247.07101748045534,
"mix_dist": 0.5,
"param": [
{
"p": 0.07137002050876617,
"m": 0.5
},
{
"p": 0.071167953312397,
"m": 0.5
},
{
"p": 0.07134193181991577,
"m": 0.5
},
{
"p": 0.07156354188919067,
"m": 0.883730411529541
},
{
"p": 0.07144463807344437,
"m": 0.9765118360519409
},
{
"p": 0.0713687539100647,
"m": 0.5472432971000671
},
{
"p": 0.07147902995347977,
"m": 0.8123801350593567
},
{
"p": 0.0714634358882904,
"m": 0.9404067993164062
},
{
"p": 0.07174669951200485,
"m": 1.0
},
{
"p": 0.07146328687667847,
"m": 0.8882202506065369
},
{
"p": 0.07140567153692245,
"m": 0.8354531526565552
},
{
"p": 0.07147540152072906,
"m": 1.0
},
{
"p": 0.0715290978550911,
"m": 0.5
},
{
"p": 0.07118052989244461,
"m": 0.5
}
]
},
{
"epoch": 76,
"train_loss": 2.098071575164795,
"val_loss": 0.8348447680473328,
"acc": 65.9,
"time": 247.50264440989122,
"mix_dist": 0.5,
"param": [
{
"p": 0.07138398289680481,
"m": 0.5
},
{
"p": 0.07124664634466171,
"m": 0.5
},
{
"p": 0.07143491506576538,
"m": 0.5
},
{
"p": 0.07149411737918854,
"m": 0.9375184774398804
},
{
"p": 0.0713309496641159,
"m": 0.984917402267456
},
{
"p": 0.07139500230550766,
"m": 0.49955692887306213
},
{
"p": 0.07126332074403763,
"m": 0.9570079445838928
},
{
"p": 0.07161403447389603,
"m": 0.9056012630462646
},
{
"p": 0.07149311900138855,
"m": 0.982310950756073
},
{
"p": 0.07142331451177597,
"m": 0.8593591451644897
},
{
"p": 0.07152248173952103,
"m": 0.8370018601417542
},
{
"p": 0.07146856188774109,
"m": 0.9749707579612732
},
{
"p": 0.07153616100549698,
"m": 0.5
},
{
"p": 0.07139340043067932,
"m": 0.5
}
]
},
{
"epoch": 77,
"train_loss": 1.9706239700317383,
"val_loss": 1.1065566539764404,
"acc": 66.38,
"time": 247.07358833029866,
"mix_dist": 0.5,
"param": [
{
"p": 0.07134775072336197,
"m": 0.5
},
{
"p": 0.07134301960468292,
"m": 0.5
},
{
"p": 0.07170569896697998,
"m": 0.5
},
{
"p": 0.0712658017873764,
"m": 0.9616924524307251
},
{
"p": 0.0712365135550499,
"m": 0.8421874046325684
},
{
"p": 0.07129731774330139,
"m": 0.5137540698051453
},
{
"p": 0.07133983075618744,
"m": 0.9800132513046265
},
{
"p": 0.07188098877668381,
"m": 0.9707115292549133
},
{
"p": 0.07161231338977814,
"m": 0.9986443519592285
},
{
"p": 0.0710664615035057,
"m": 0.8535166382789612
},
{
"p": 0.0715513527393341,
"m": 0.9124437570571899
},
{
"p": 0.07143320143222809,
"m": 1.0
},
{
"p": 0.07151564955711365,
"m": 0.5
},
{
"p": 0.0714041069149971,
"m": 0.5
}
]
},
{
"epoch": 78,
"train_loss": 2.149974822998047,
"val_loss": 1.0135430097579956,
"acc": 66.74,
"time": 247.94054391002283,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151073217391968,
"m": 0.5
},
{
"p": 0.07141660898923874,
"m": 0.5
},
{
"p": 0.07147920876741409,
"m": 0.5
},
{
"p": 0.07122538238763809,
"m": 0.9006561636924744
},
{
"p": 0.07119517028331757,
"m": 0.8629051446914673
},
{
"p": 0.07143508642911911,
"m": 0.6454749703407288
},
{
"p": 0.07119061797857285,
"m": 0.9863067269325256
},
{
"p": 0.07166656106710434,
"m": 0.9987764358520508
},
{
"p": 0.0715036690235138,
"m": 0.9749618768692017
},
{
"p": 0.07142867147922516,
"m": 0.9441179633140564
},
{
"p": 0.07144023478031158,
"m": 0.9089453816413879
},
{
"p": 0.07162468135356903,
"m": 1.0
},
{
"p": 0.07160664349794388,
"m": 0.5
},
{
"p": 0.07127674669027328,
"m": 0.5
}
]
},
{
"epoch": 79,
"train_loss": 2.089108467102051,
"val_loss": 0.9809629321098328,
"acc": 67.27,
"time": 247.47927980683744,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151656597852707,
"m": 0.5
},
{
"p": 0.07138810306787491,
"m": 0.5
},
{
"p": 0.07144748419523239,
"m": 0.5
},
{
"p": 0.07139701396226883,
"m": 0.8927108645439148
},
{
"p": 0.07144435495138168,
"m": 0.7200817465782166
},
{
"p": 0.07170472294092178,
"m": 0.5282186269760132
},
{
"p": 0.07140405476093292,
"m": 0.9856797456741333
},
{
"p": 0.07106206566095352,
"m": 0.9943944811820984
},
{
"p": 0.0715484768152237,
"m": 1.0
},
{
"p": 0.07128284871578217,
"m": 0.9316438436508179
},
{
"p": 0.0713716372847557,
"m": 0.9075955748558044
},
{
"p": 0.0715581551194191,
"m": 0.9917261600494385
},
{
"p": 0.07146269828081131,
"m": 0.5
},
{
"p": 0.07141184061765671,
"m": 0.5
}
]
},
{
"epoch": 80,
"train_loss": 2.0559914112091064,
"val_loss": 0.9918145537376404,
"acc": 66.22,
"time": 246.9473170801066,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715574398636818,
"m": 0.5
},
{
"p": 0.07126221060752869,
"m": 0.5
},
{
"p": 0.07141933590173721,
"m": 0.5
},
{
"p": 0.07128185033798218,
"m": 0.9971302151679993
},
{
"p": 0.07131259888410568,
"m": 0.6432750225067139
},
{
"p": 0.07135818898677826,
"m": 0.5553382039070129
},
{
"p": 0.07159703969955444,
"m": 1.0
},
{
"p": 0.07157785445451736,
"m": 0.9935165643692017
},
{
"p": 0.07128044962882996,
"m": 0.9768535494804382
},
{
"p": 0.07145103067159653,
"m": 0.951044499874115
},
{
"p": 0.07159248739480972,
"m": 0.9049344658851624
},
{
"p": 0.07140427082777023,
"m": 1.0
},
{
"p": 0.07148316502571106,
"m": 0.5
},
{
"p": 0.0714220479130745,
"m": 0.5
}
]
},
{
"epoch": 81,
"train_loss": 2.140993595123291,
"val_loss": 0.8111944794654846,
"acc": 67.19,
"time": 247.5144651317969,
"mix_dist": 0.5,
"param": [
{
"p": 0.07154683023691177,
"m": 0.5
},
{
"p": 0.07124396413564682,
"m": 0.5
},
{
"p": 0.07152479887008667,
"m": 0.5
},
{
"p": 0.07130665332078934,
"m": 0.9893514513969421
},
{
"p": 0.0714254230260849,
"m": 0.6477521657943726
},
{
"p": 0.07137129455804825,
"m": 0.5680752992630005
},
{
"p": 0.07146460562944412,
"m": 0.9906365275382996
},
{
"p": 0.07143675535917282,
"m": 0.9755359888076782
},
{
"p": 0.071548692882061,
"m": 0.9953187704086304
},
{
"p": 0.07143446058034897,
"m": 0.8958866000175476
},
{
"p": 0.07148341834545135,
"m": 0.8928189873695374
},
{
"p": 0.07138748466968536,
"m": 1.0
},
{
"p": 0.0716467872262001,
"m": 0.5
},
{
"p": 0.07117889821529388,
"m": 0.5
}
]
},
{
"epoch": 82,
"train_loss": 1.862513542175293,
"val_loss": 1.03607177734375,
"acc": 65.46,
"time": 247.09521580999717,
"mix_dist": 0.5,
"param": [
{
"p": 0.07167663425207138,
"m": 0.5
},
{
"p": 0.07135594636201859,
"m": 0.5
},
{
"p": 0.07142501324415207,
"m": 0.5
},
{
"p": 0.07145162671804428,
"m": 0.8951852917671204
},
{
"p": 0.07138575613498688,
"m": 0.693657636642456
},
{
"p": 0.07147356867790222,
"m": 0.5813679099082947
},
{
"p": 0.0712902620434761,
"m": 0.9689311981201172
},
{
"p": 0.07136902958154678,
"m": 1.0
},
{
"p": 0.07130186259746552,
"m": 0.9996702671051025
},
{
"p": 0.07139328867197037,
"m": 0.8807971477508545
},
{
"p": 0.07147688418626785,
"m": 0.9390439391136169
},
{
"p": 0.07148532569408417,
"m": 0.9825745820999146
},
{
"p": 0.07155299186706543,
"m": 0.5
},
{
"p": 0.07136181741952896,
"m": 0.5
}
]
},
{
"epoch": 83,
"train_loss": 2.1731109619140625,
"val_loss": 0.8416432738304138,
"acc": 66.74,
"time": 247.56881582411006,
"mix_dist": 0.5,
"param": [
{
"p": 0.07138409465551376,
"m": 0.5
},
{
"p": 0.07124820351600647,
"m": 0.5
},
{
"p": 0.07149047404527664,
"m": 0.5
},
{
"p": 0.0713639035820961,
"m": 0.9102110266685486
},
{
"p": 0.07156036049127579,
"m": 0.5761516094207764
},
{
"p": 0.07139318436384201,
"m": 0.6366973519325256
},
{
"p": 0.0715741217136383,
"m": 1.0
},
{
"p": 0.07151853293180466,
"m": 0.9774444699287415
},
{
"p": 0.0716286152601242,
"m": 0.9949064254760742
},
{
"p": 0.07146252691745758,
"m": 0.8500807881355286
},
{
"p": 0.07136230915784836,
"m": 0.9637384414672852
},
{
"p": 0.07133980095386505,
"m": 0.9721021056175232
},
{
"p": 0.07142452150583267,
"m": 0.5
},
{
"p": 0.07124940305948257,
"m": 0.5
}
]
},
{
"epoch": 84,
"train_loss": 1.9798707962036133,
"val_loss": 0.8788020610809326,
"acc": 67.38,
"time": 246.33527881698683,
"mix_dist": 0.5,
"param": [
{
"p": 0.07128797471523285,
"m": 0.5
},
{
"p": 0.07111167907714844,
"m": 0.5
},
{
"p": 0.07139686495065689,
"m": 0.5
},
{
"p": 0.07132503390312195,
"m": 0.9848158955574036
},
{
"p": 0.07143071293830872,
"m": 0.595795214176178
},
{
"p": 0.07151490449905396,
"m": 0.6244081258773804
},
{
"p": 0.0712670236825943,
"m": 0.9308599233627319
},
{
"p": 0.07160823047161102,
"m": 0.9691319465637207
},
{
"p": 0.07154355943202972,
"m": 0.967440128326416
},
{
"p": 0.07148954272270203,
"m": 0.8754817247390747
},
{
"p": 0.07148133963346481,
"m": 0.9945786595344543
},
{
"p": 0.07150671631097794,
"m": 0.994513988494873
},
{
"p": 0.07162519544363022,
"m": 0.5
},
{
"p": 0.07141118496656418,
"m": 0.5
}
]
},
{
"epoch": 85,
"train_loss": 1.983240008354187,
"val_loss": 0.937294065952301,
"acc": 67.84,
"time": 247.30106898397207,
"mix_dist": 0.5,
"param": [
{
"p": 0.07147613912820816,
"m": 0.5
},
{
"p": 0.07132088392972946,
"m": 0.5
},
{
"p": 0.07157082855701447,
"m": 0.5
},
{
"p": 0.07135866582393646,
"m": 0.9999508857727051
},
{
"p": 0.07151415199041367,
"m": 0.7520425915718079
},
{
"p": 0.07140281051397324,
"m": 0.6424894332885742
},
{
"p": 0.07153360545635223,
"m": 0.9791340231895447
},
{
"p": 0.07151417434215546,
"m": 0.9413846731185913
},
{
"p": 0.07149656116962433,
"m": 0.9678944945335388
},
{
"p": 0.07126881182193756,
"m": 0.8997924327850342
},
{
"p": 0.07138712704181671,
"m": 0.9844905734062195
},
{
"p": 0.07143326103687286,
"m": 1.0
},
{
"p": 0.07137087732553482,
"m": 0.5
},
{
"p": 0.07135205715894699,
"m": 0.5
}
]
},
{
"epoch": 86,
"train_loss": 1.8081834316253662,
"val_loss": 0.8926818370819092,
"acc": 66.04,
"time": 248.00679590785876,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151635736227036,
"m": 0.5
},
{
"p": 0.07158033549785614,
"m": 0.5
},
{
"p": 0.07161454856395721,
"m": 0.5
},
{
"p": 0.07136332988739014,
"m": 0.9989193081855774
},
{
"p": 0.07152386009693146,
"m": 0.5501735806465149
},
{
"p": 0.07121481001377106,
"m": 0.6907740831375122
},
{
"p": 0.0714518278837204,
"m": 0.9991342425346375
},
{
"p": 0.07122565060853958,
"m": 0.9068167805671692
},
{
"p": 0.07141835987567902,
"m": 0.9707609415054321
},
{
"p": 0.07154949754476547,
"m": 0.8545571565628052
},
{
"p": 0.07141100615262985,
"m": 0.9811121225357056
},
{
"p": 0.07135344296693802,
"m": 1.0
},
{
"p": 0.07150536775588989,
"m": 0.5
},
{
"p": 0.07127160578966141,
"m": 0.5
}
]
},
{
"epoch": 87,
"train_loss": 1.754845380783081,
"val_loss": 0.9380925297737122,
"acc": 67.61,
"time": 246.9760921127163,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714520588517189,
"m": 0.5
},
{
"p": 0.0712285041809082,
"m": 0.5
},
{
"p": 0.07142887264490128,
"m": 0.5
},
{
"p": 0.07150924950838089,
"m": 0.9873967170715332
},
{
"p": 0.07155492156744003,
"m": 0.47143813967704773
},
{
"p": 0.07135920226573944,
"m": 0.7206368446350098
},
{
"p": 0.0715222954750061,
"m": 0.9595667123794556
},
{
"p": 0.07141497731208801,
"m": 0.8995498418807983
},
{
"p": 0.07135625183582306,
"m": 0.9822245836257935
},
{
"p": 0.07147379219532013,
"m": 0.8940994143486023
},
{
"p": 0.07146721333265305,
"m": 1.0
},
{
"p": 0.07144264876842499,
"m": 1.0
},
{
"p": 0.07139419764280319,
"m": 0.5
},
{
"p": 0.07139585167169571,
"m": 0.5
}
]
},
{
"epoch": 88,
"train_loss": 2.2922792434692383,
"val_loss": 1.0157387256622314,
"acc": 66.89,
"time": 246.88836668990552,
"mix_dist": 0.5,
"param": [
{
"p": 0.07134148478507996,
"m": 0.5
},
{
"p": 0.07125122100114822,
"m": 0.5
},
{
"p": 0.07155521959066391,
"m": 0.5
},
{
"p": 0.07144580781459808,
"m": 0.9993935227394104
},
{
"p": 0.07144486159086227,
"m": 0.44591912627220154
},
{
"p": 0.07139800488948822,
"m": 0.7449380159378052
},
{
"p": 0.07142134755849838,
"m": 0.9252015352249146
},
{
"p": 0.07136394828557968,
"m": 0.927501380443573
},
{
"p": 0.07125787436962128,
"m": 0.9988143444061279
},
{
"p": 0.07161130756139755,
"m": 0.9171344041824341
},
{
"p": 0.07162971794605255,
"m": 0.9613697528839111
},
{
"p": 0.07153430581092834,
"m": 0.9989861249923706
},
{
"p": 0.07151105999946594,
"m": 0.5
},
{
"p": 0.07123380154371262,
"m": 0.5
}
]
},
{
"epoch": 89,
"train_loss": 2.0446386337280273,
"val_loss": 0.9735986590385437,
"acc": 68.64,
"time": 247.16023801406845,
"mix_dist": 0.5,
"param": [
{
"p": 0.07148964703083038,
"m": 0.5
},
{
"p": 0.0712406113743782,
"m": 0.5
},
{
"p": 0.071524977684021,
"m": 0.5
},
{
"p": 0.07127737998962402,
"m": 0.9165008664131165
},
{
"p": 0.07156848907470703,
"m": 0.420468270778656
},
{
"p": 0.07155975699424744,
"m": 0.7587810158729553
},
{
"p": 0.0714336708188057,
"m": 0.9098218083381653
},
{
"p": 0.07151816785335541,
"m": 0.8070822358131409
},
{
"p": 0.0712512657046318,
"m": 0.9995474815368652
},
{
"p": 0.07139190286397934,
"m": 0.9814130067825317
},
{
"p": 0.07127819210290909,
"m": 0.9529427289962769
},
{
"p": 0.07159128040075302,
"m": 1.0
},
{
"p": 0.07139763236045837,
"m": 0.5
},
{
"p": 0.07147706300020218,
"m": 0.5
}
]
},
{
"epoch": 90,
"train_loss": 1.939768671989441,
"val_loss": 0.9722015261650085,
"acc": 67.35,
"time": 246.94434999115765,
"mix_dist": 0.5,
"param": [
{
"p": 0.07174156606197357,
"m": 0.5
},
{
"p": 0.07107122987508774,
"m": 0.5
},
{
"p": 0.0715145617723465,
"m": 0.5
},
{
"p": 0.0712934136390686,
"m": 0.876399576663971
},
{
"p": 0.07164294272661209,
"m": 0.3994436264038086
},
{
"p": 0.07116666436195374,
"m": 0.7113610506057739
},
{
"p": 0.07153297960758209,
"m": 1.0
},
{
"p": 0.07142075151205063,
"m": 0.8779311180114746
},
{
"p": 0.07157793641090393,
"m": 0.990685760974884
},
{
"p": 0.07134293764829636,
"m": 0.9859700202941895
},
{
"p": 0.07136890292167664,
"m": 0.9546001553535461
},
{
"p": 0.07142667472362518,
"m": 0.9843325018882751
},
{
"p": 0.0715387836098671,
"m": 0.5
},
{
"p": 0.07136069238185883,
"m": 0.5
}
]
},
{
"epoch": 91,
"train_loss": 2.02453351020813,
"val_loss": 0.855779767036438,
"acc": 69.07,
"time": 247.57311962358654,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146511226892471,
"m": 0.5
},
{
"p": 0.07123922556638718,
"m": 0.5
},
{
"p": 0.0714750662446022,
"m": 0.5
},
{
"p": 0.07135358452796936,
"m": 0.9366714358329773
},
{
"p": 0.07141264528036118,
"m": 0.4425872564315796
},
{
"p": 0.07134759426116943,
"m": 0.820236086845398
},
{
"p": 0.07163102924823761,
"m": 0.9833489656448364
},
{
"p": 0.07151112705469131,
"m": 0.9933182001113892
},
{
"p": 0.07129693031311035,
"m": 0.9821131229400635
},
{
"p": 0.07150794565677643,
"m": 0.9991288781166077
},
{
"p": 0.07137889415025711,
"m": 0.9565691351890564
},
{
"p": 0.07153292745351791,
"m": 1.0
},
{
"p": 0.07148490846157074,
"m": 0.5
},
{
"p": 0.07136306911706924,
"m": 0.5
}
]
},
{
"epoch": 92,
"train_loss": 1.954312801361084,
"val_loss": 0.97719806432724,
"acc": 68.37,
"time": 247.1013881159015,
"mix_dist": 0.5,
"param": [
{
"p": 0.07139062136411667,
"m": 0.5
},
{
"p": 0.07129128277301788,
"m": 0.5
},
{
"p": 0.07139872014522552,
"m": 0.5
},
{
"p": 0.07136575877666473,
"m": 1.0
},
{
"p": 0.07130797207355499,
"m": 0.45645979046821594
},
{
"p": 0.07150962203741074,
"m": 0.6932936310768127
},
{
"p": 0.0714220404624939,
"m": 0.9418852925300598
},
{
"p": 0.07154302299022675,
"m": 1.0
},
{
"p": 0.07151379436254501,
"m": 0.99509197473526
},
{
"p": 0.07157193869352341,
"m": 1.0
},
{
"p": 0.07128336280584335,
"m": 0.9349932670593262
},
{
"p": 0.07146262377500534,
"m": 1.0
},
{
"p": 0.07146751880645752,
"m": 0.5
},
{
"p": 0.07147173583507538,
"m": 0.5
}
]
},
{
"epoch": 93,
"train_loss": 1.5344750881195068,
"val_loss": 0.8597793579101562,
"acc": 69.93,
"time": 248.24725304124877,
"mix_dist": 0.5,
"param": [
{
"p": 0.07147983461618423,
"m": 0.5
},
{
"p": 0.07130001485347748,
"m": 0.5
},
{
"p": 0.07132983207702637,
"m": 0.5
},
{
"p": 0.07144898921251297,
"m": 0.967176616191864
},
{
"p": 0.07147831469774246,
"m": 0.41748085618019104
},
{
"p": 0.0714428648352623,
"m": 0.6947003602981567
},
{
"p": 0.07131564617156982,
"m": 0.9383583068847656
},
{
"p": 0.07135940343141556,
"m": 1.0
},
{
"p": 0.0715751051902771,
"m": 0.9929232001304626
},
{
"p": 0.0715944916009903,
"m": 0.9706668257713318
},
{
"p": 0.07158253341913223,
"m": 0.9490378499031067
},
{
"p": 0.07150529325008392,
"m": 0.9825159311294556
},
{
"p": 0.07142874598503113,
"m": 0.5
},
{
"p": 0.07115895301103592,
"m": 0.5
}
]
},
{
"epoch": 94,
"train_loss": 1.6602572202682495,
"val_loss": 0.8720619082450867,
"acc": 69.18,
"time": 247.86708062700927,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145295292139053,
"m": 0.5
},
{
"p": 0.07130495458841324,
"m": 0.5
},
{
"p": 0.07156439125537872,
"m": 0.5
},
{
"p": 0.07135240733623505,
"m": 0.909815788269043
},
{
"p": 0.07151515036821365,
"m": 0.4108211398124695
},
{
"p": 0.07151913642883301,
"m": 0.5374722480773926
},
{
"p": 0.07121162861585617,
"m": 0.8153324723243713
},
{
"p": 0.07163667678833008,
"m": 0.9898688197135925
},
{
"p": 0.0715230330824852,
"m": 0.9993711113929749
},
{
"p": 0.07130812108516693,
"m": 0.9485294222831726
},
{
"p": 0.07136795669794083,
"m": 0.9929853081703186
},
{
"p": 0.07143950462341309,
"m": 0.9959930181503296
},
{
"p": 0.071459099650383,
"m": 0.5
},
{
"p": 0.07134495675563812,
"m": 0.5
}
]
},
{
"epoch": 95,
"train_loss": 2.000506639480591,
"val_loss": 0.8234114646911621,
"acc": 69.45,
"time": 247.49845138471574,
"mix_dist": 0.5,
"param": [
{
"p": 0.07140404731035233,
"m": 0.5
},
{
"p": 0.07106924802064896,
"m": 0.5
},
{
"p": 0.0715017318725586,
"m": 0.5
},
{
"p": 0.07122424244880676,
"m": 0.8865439891815186
},
{
"p": 0.07139407843351364,
"m": 0.45450887084007263
},
{
"p": 0.07159002125263214,
"m": 0.5667668581008911
},
{
"p": 0.07153531908988953,
"m": 0.9008617401123047
},
{
"p": 0.07135676592588425,
"m": 0.9990025162696838
},
{
"p": 0.07164430618286133,
"m": 0.9899834394454956
},
{
"p": 0.07131772488355637,
"m": 0.9347818493843079
},
{
"p": 0.07167643308639526,
"m": 0.9404280185699463
},
{
"p": 0.07151349633932114,
"m": 1.0
},
{
"p": 0.07134019583463669,
"m": 0.5
},
{
"p": 0.07143239676952362,
"m": 0.5
}
]
},
{
"epoch": 96,
"train_loss": 1.7272487878799438,
"val_loss": 0.9327154755592346,
"acc": 68.49,
"time": 246.1378583041951,
"mix_dist": 0.5,
"param": [
{
"p": 0.07127366960048676,
"m": 0.5
},
{
"p": 0.0712505504488945,
"m": 0.5
},
{
"p": 0.0716407299041748,
"m": 0.5
},
{
"p": 0.07191627472639084,
"m": 0.8452306389808655
},
{
"p": 0.07115668058395386,
"m": 0.43205028772354126
},
{
"p": 0.07155067473649979,
"m": 0.6266327500343323
},
{
"p": 0.07163595408201218,
"m": 0.8349497318267822
},
{
"p": 0.07158521562814713,
"m": 0.9852898120880127
},
{
"p": 0.0715198963880539,
"m": 0.9203917980194092
},
{
"p": 0.07118073105812073,
"m": 0.9435614943504333
},
{
"p": 0.07126987725496292,
"m": 0.794881284236908
},
{
"p": 0.07137282937765121,
"m": 0.9968726634979248
},
{
"p": 0.07149382680654526,
"m": 0.5
},
{
"p": 0.07115309685468674,
"m": 0.5
}
]
},
{
"epoch": 97,
"train_loss": 1.4523745775222778,
"val_loss": 0.8328664898872375,
"acc": 69.04,
"time": 247.50240768678486,
"mix_dist": 0.5,
"param": [
{
"p": 0.07148024439811707,
"m": 0.5
},
{
"p": 0.07140898704528809,
"m": 0.5
},
{
"p": 0.07168830931186676,
"m": 0.5
},
{
"p": 0.07139710336923599,
"m": 0.8964973092079163
},
{
"p": 0.07140695303678513,
"m": 0.5770285725593567
},
{
"p": 0.07135454565286636,
"m": 0.6685765981674194
},
{
"p": 0.07131676375865936,
"m": 0.9238283038139343
},
{
"p": 0.0714949518442154,
"m": 1.0
},
{
"p": 0.07124023884534836,
"m": 0.8915210366249084
},
{
"p": 0.07170401513576508,
"m": 0.9493205547332764
},
{
"p": 0.07131357491016388,
"m": 0.7942965030670166
},
{
"p": 0.07159578055143356,
"m": 1.0
},
{
"p": 0.07139366120100021,
"m": 0.5
},
{
"p": 0.07120484113693237,
"m": 0.5
}
]
},
{
"epoch": 98,
"train_loss": 1.574328899383545,
"val_loss": 1.0282220840454102,
"acc": 67.26,
"time": 246.63024340290576,
"mix_dist": 0.5,
"param": [
{
"p": 0.07176204025745392,
"m": 0.5
},
{
"p": 0.07128593325614929,
"m": 0.5
},
{
"p": 0.07143661379814148,
"m": 0.5
},
{
"p": 0.07155314087867737,
"m": 0.7635281682014465
},
{
"p": 0.07147221267223358,
"m": 0.6730998754501343
},
{
"p": 0.07113221287727356,
"m": 0.7394659519195557
},
{
"p": 0.07117065042257309,
"m": 0.9651555418968201
},
{
"p": 0.07170186191797256,
"m": 0.8173176646232605
},
{
"p": 0.07129863649606705,
"m": 0.8844950199127197
},
{
"p": 0.07149992138147354,
"m": 0.9006266593933105
},
{
"p": 0.071421779692173,
"m": 0.9445587396621704
},
{
"p": 0.07130136340856552,
"m": 1.0
},
{
"p": 0.07144106179475784,
"m": 0.5
},
{
"p": 0.07152257114648819,
"m": 0.5
}
]
},
{
"epoch": 99,
"train_loss": 1.7611981630325317,
"val_loss": 0.8938226103782654,
"acc": 68.24,
"time": 247.6835105768405,
"mix_dist": 0.5,
"param": [
{
"p": 0.07171114534139633,
"m": 0.5
},
{
"p": 0.07134953141212463,
"m": 0.5
},
{
"p": 0.07137621194124222,
"m": 0.5
},
{
"p": 0.07144004106521606,
"m": 0.8316915035247803
},
{
"p": 0.07113499194383621,
"m": 0.5463163256645203
},
{
"p": 0.07108139991760254,
"m": 0.8503581285476685
},
{
"p": 0.0715058222413063,
"m": 0.9986425042152405
},
{
"p": 0.07142695784568787,
"m": 0.8420805335044861
},
{
"p": 0.07146383821964264,
"m": 0.8931519985198975
},
{
"p": 0.07143421471118927,
"m": 0.8065586090087891
},
{
"p": 0.07152776420116425,
"m": 1.0
},
{
"p": 0.0715528130531311,
"m": 0.9962842464447021
},
{
"p": 0.07156400382518768,
"m": 0.5
},
{
"p": 0.07143132388591766,
"m": 0.5
}
]
},
{
"epoch": 100,
"train_loss": 1.5404167175292969,
"val_loss": 0.9191993474960327,
"acc": 68.79,
"time": 247.92122170701623,
"mix_dist": 0.5,
"param": [
{
"p": 0.07152276486158371,
"m": 0.5
},
{
"p": 0.07145430892705917,
"m": 0.5
},
{
"p": 0.07142125070095062,
"m": 0.5
},
{
"p": 0.07133214175701141,
"m": 0.7484142184257507
},
{
"p": 0.07149001210927963,
"m": 0.5440470576286316
},
{
"p": 0.07149168103933334,
"m": 0.8662390112876892
},
{
"p": 0.07161100953817368,
"m": 0.9927271008491516
},
{
"p": 0.07123971730470657,
"m": 0.8219701647758484
},
{
"p": 0.07152853906154633,
"m": 0.8367968201637268
},
{
"p": 0.07148167490959167,
"m": 0.8888097405433655
},
{
"p": 0.0713120773434639,
"m": 0.927600085735321
},
{
"p": 0.0715210810303688,
"m": 1.0
},
{
"p": 0.07126061618328094,
"m": 0.5
},
{
"p": 0.07133316248655319,
"m": 0.5
}
]
},
{
"epoch": 101,
"train_loss": 1.7470500469207764,
"val_loss": 0.7905367612838745,
"acc": 69.36,
"time": 246.62045932980254,
"mix_dist": 0.5,
"param": [
{
"p": 0.07159110903739929,
"m": 0.5
},
{
"p": 0.07130813598632812,
"m": 0.5
},
{
"p": 0.07132545858621597,
"m": 0.5
},
{
"p": 0.07127522677183151,
"m": 0.6621323823928833
},
{
"p": 0.07139051705598831,
"m": 0.5573453903198242
},
{
"p": 0.07128436118364334,
"m": 0.9371939897537231
},
{
"p": 0.0716448649764061,
"m": 0.9445040822029114
},
{
"p": 0.07141363620758057,
"m": 0.8732300400733948
},
{
"p": 0.07147964835166931,
"m": 0.8871776461601257
},
{
"p": 0.07140108197927475,
"m": 1.0
},
{
"p": 0.07138781994581223,
"m": 0.9456011056900024
},
{
"p": 0.07140384614467621,
"m": 1.0
},
{
"p": 0.07180436700582504,
"m": 0.5
},
{
"p": 0.07128989696502686,
"m": 0.5
}
]
},
{
"epoch": 102,
"train_loss": 2.0183277130126953,
"val_loss": 1.0472688674926758,
"acc": 67.73,
"time": 246.94226954272017,
"mix_dist": 0.5,
"param": [
{
"p": 0.07141115516424179,
"m": 0.5
},
{
"p": 0.07126462459564209,
"m": 0.5
},
{
"p": 0.07143091410398483,
"m": 0.5
},
{
"p": 0.07148993015289307,
"m": 0.6957317590713501
},
{
"p": 0.07155072689056396,
"m": 0.6693798303604126
},
{
"p": 0.07130897045135498,
"m": 0.9274628758430481
},
{
"p": 0.07131330668926239,
"m": 0.9692469835281372
},
{
"p": 0.07160422205924988,
"m": 0.8147614002227783
},
{
"p": 0.0713486596941948,
"m": 0.8957245349884033
},
{
"p": 0.0714661106467247,
"m": 0.9925493001937866
},
{
"p": 0.07138832658529282,
"m": 0.9480959177017212
},
{
"p": 0.07153894007205963,
"m": 1.0
},
{
"p": 0.07151889055967331,
"m": 0.5
},
{
"p": 0.07136519998311996,
"m": 0.5
}
]
},
{
"epoch": 103,
"train_loss": 2.1187238693237305,
"val_loss": 0.9744532108306885,
"acc": 69.5,
"time": 247.0665948796086,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715826153755188,
"m": 0.5
},
{
"p": 0.07121485471725464,
"m": 0.5
},
{
"p": 0.07142768800258636,
"m": 0.5
},
{
"p": 0.07129593193531036,
"m": 0.6863766312599182
},
{
"p": 0.0714186280965805,
"m": 0.7152576446533203
},
{
"p": 0.07142864912748337,
"m": 0.9548823833465576
},
{
"p": 0.07163501530885696,
"m": 0.979820191860199
},
{
"p": 0.07179579883813858,
"m": 0.8591215014457703
},
{
"p": 0.07138962298631668,
"m": 0.9121183753013611
},
{
"p": 0.07128822803497314,
"m": 0.970457911491394
},
{
"p": 0.07132887095212936,
"m": 0.8631981611251831
},
{
"p": 0.07128783315420151,
"m": 1.0
},
{
"p": 0.07141489535570145,
"m": 0.5
},
{
"p": 0.07149137556552887,
"m": 0.5
}
]
},
{
"epoch": 104,
"train_loss": 1.6964519023895264,
"val_loss": 0.8911145925521851,
"acc": 69.35,
"time": 247.64177724765614,
"mix_dist": 0.5,
"param": [
{
"p": 0.07159563153982162,
"m": 0.5
},
{
"p": 0.07112683355808258,
"m": 0.5
},
{
"p": 0.07162267714738846,
"m": 0.5
},
{
"p": 0.07152342796325684,
"m": 0.7512494325637817
},
{
"p": 0.07147041708230972,
"m": 0.7363433837890625
},
{
"p": 0.07139578461647034,
"m": 0.8818563222885132
},
{
"p": 0.07127972692251205,
"m": 0.9999619126319885
},
{
"p": 0.07133403420448303,
"m": 0.9298223257064819
},
{
"p": 0.07136743515729904,
"m": 0.9239568710327148
},
{
"p": 0.07150164991617203,
"m": 0.9980117082595825
},
{
"p": 0.07145015895366669,
"m": 0.8765245676040649
},
{
"p": 0.07147829234600067,
"m": 1.0
},
{
"p": 0.07140219211578369,
"m": 0.5
},
{
"p": 0.07145170122385025,
"m": 0.5
}
]
},
{
"epoch": 105,
"train_loss": 1.6840872764587402,
"val_loss": 0.9699224829673767,
"acc": 68.81,
"time": 247.88715476123616,
"mix_dist": 0.5,
"param": [
{
"p": 0.07164385169744492,
"m": 0.5
},
{
"p": 0.07120659947395325,
"m": 0.5
},
{
"p": 0.07152304798364639,
"m": 0.5
},
{
"p": 0.07135732471942902,
"m": 0.7435808181762695
},
{
"p": 0.0714544951915741,
"m": 0.8316729068756104
},
{
"p": 0.07116315513849258,
"m": 0.9266865253448486
},
{
"p": 0.07145463675260544,
"m": 0.9376558661460876
},
{
"p": 0.07116108387708664,
"m": 1.0
},
{
"p": 0.07147984206676483,
"m": 0.9640495777130127
},
{
"p": 0.07156119495630264,
"m": 0.9819097518920898
},
{
"p": 0.07153547555208206,
"m": 0.9022392630577087
},
{
"p": 0.07142498344182968,
"m": 1.0
},
{
"p": 0.07172217220067978,
"m": 0.5
},
{
"p": 0.07131210714578629,
"m": 0.5
}
]
},
{
"epoch": 106,
"train_loss": 1.7488632202148438,
"val_loss": 0.8641757369041443,
"acc": 70.24,
"time": 247.948673998937,
"mix_dist": 0.5,
"param": [
{
"p": 0.0716293603181839,
"m": 0.5
},
{
"p": 0.07108738273382187,
"m": 0.5
},
{
"p": 0.07158197462558746,
"m": 0.5
},
{
"p": 0.0714690238237381,
"m": 0.9265332221984863
},
{
"p": 0.07135653495788574,
"m": 0.7481512427330017
},
{
"p": 0.0713956281542778,
"m": 0.8281478881835938
},
{
"p": 0.07137073576450348,
"m": 0.8856781721115112
},
{
"p": 0.07146815955638885,
"m": 1.0
},
{
"p": 0.07136023044586182,
"m": 0.8341995477676392
},
{
"p": 0.07158597558736801,
"m": 0.9941295385360718
},
{
"p": 0.07141049951314926,
"m": 0.9635527729988098
},
{
"p": 0.07147584855556488,
"m": 0.9949458837509155
},
{
"p": 0.07156652957201004,
"m": 0.5
},
{
"p": 0.07124210894107819,
"m": 0.5
}
]
},
{
"epoch": 107,
"train_loss": 1.7766799926757812,
"val_loss": 0.8674945831298828,
"acc": 68.72,
"time": 246.68077045399696,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144878059625626,
"m": 0.5
},
{
"p": 0.07133784145116806,
"m": 0.5
},
{
"p": 0.07144977152347565,
"m": 0.5
},
{
"p": 0.07140658795833588,
"m": 0.9996486902236938
},
{
"p": 0.07135859876871109,
"m": 0.6903231143951416
},
{
"p": 0.07151877880096436,
"m": 0.8231992125511169
},
{
"p": 0.07147782295942307,
"m": 0.9820694923400879
},
{
"p": 0.07140875607728958,
"m": 1.0
},
{
"p": 0.07147859036922455,
"m": 0.9199599027633667
},
{
"p": 0.07149981707334518,
"m": 0.9694905877113342
},
{
"p": 0.0712689459323883,
"m": 0.9965803623199463
},
{
"p": 0.07131236046552658,
"m": 1.0
},
{
"p": 0.07151107490062714,
"m": 0.5
},
{
"p": 0.07152228057384491,
"m": 0.5
}
]
},
{
"epoch": 108,
"train_loss": 1.6712799072265625,
"val_loss": 0.8784821629524231,
"acc": 69.46,
"time": 246.6276975069195,
"mix_dist": 0.5,
"param": [
{
"p": 0.07134829461574554,
"m": 0.5
},
{
"p": 0.0710822269320488,
"m": 0.5
},
{
"p": 0.07138188928365707,
"m": 0.5
},
{
"p": 0.07153986394405365,
"m": 0.9338794350624084
},
{
"p": 0.07105626910924911,
"m": 0.670270562171936
},
{
"p": 0.07136359065771103,
"m": 0.8924039602279663
},
{
"p": 0.07162094116210938,
"m": 0.993685781955719
},
{
"p": 0.07167229056358337,
"m": 0.9634361863136292
},
{
"p": 0.07150962203741074,
"m": 0.9975905418395996
},
{
"p": 0.07149066776037216,
"m": 0.9408693313598633
},
{
"p": 0.07127515971660614,
"m": 0.9668923616409302
},
{
"p": 0.07133279740810394,
"m": 1.0
},
{
"p": 0.07174288481473923,
"m": 0.5
},
{
"p": 0.07158350944519043,
"m": 0.5
}
]
},
{
"epoch": 109,
"train_loss": 1.6613436937332153,
"val_loss": 0.839486837387085,
"acc": 70.01,
"time": 247.53817307716236,
"mix_dist": 0.5,
"param": [
{
"p": 0.07155128568410873,
"m": 0.5
},
{
"p": 0.07124891132116318,
"m": 0.5
},
{
"p": 0.07150953263044357,
"m": 0.5
},
{
"p": 0.07147366553544998,
"m": 0.9380653500556946
},
{
"p": 0.07128767669200897,
"m": 0.7008015513420105
},
{
"p": 0.07122219353914261,
"m": 0.9355908632278442
},
{
"p": 0.07147934287786484,
"m": 0.9852991104125977
},
{
"p": 0.07123436033725739,
"m": 0.9836766719818115
},
{
"p": 0.07154933363199234,
"m": 0.9863104820251465
},
{
"p": 0.07159875333309174,
"m": 0.9996585249900818
},
{
"p": 0.07137365639209747,
"m": 0.9827247858047485
},
{
"p": 0.071551613509655,
"m": 1.0
},
{
"p": 0.07143297791481018,
"m": 0.5
},
{
"p": 0.07148671895265579,
"m": 0.5
}
]
},
{
"epoch": 110,
"train_loss": 1.9745843410491943,
"val_loss": 0.9343088269233704,
"acc": 68.13,
"time": 246.96571066929027,
"mix_dist": 0.5,
"param": [
{
"p": 0.07137177884578705,
"m": 0.5
},
{
"p": 0.07129489630460739,
"m": 0.5
},
{
"p": 0.07121475785970688,
"m": 0.5
},
{
"p": 0.07145380973815918,
"m": 0.9996146559715271
},
{
"p": 0.07140152156352997,
"m": 0.7917746901512146
},
{
"p": 0.07110714912414551,
"m": 0.9350426197052002
},
{
"p": 0.07160728424787521,
"m": 0.9045464396476746
},
{
"p": 0.07106399536132812,
"m": 0.9604388475418091
},
{
"p": 0.07200873643159866,
"m": 0.9484533071517944
},
{
"p": 0.07145819813013077,
"m": 0.9912055134773254
},
{
"p": 0.07127686589956284,
"m": 1.0
},
{
"p": 0.07157811522483826,
"m": 0.9967610239982605
},
{
"p": 0.07163263112306595,
"m": 0.5
},
{
"p": 0.07153027504682541,
"m": 0.5
}
]
},
{
"epoch": 111,
"train_loss": 1.3472707271575928,
"val_loss": 0.8840126991271973,
"acc": 70.27,
"time": 247.13830125890672,
"mix_dist": 0.5,
"param": [
{
"p": 0.07157062739133835,
"m": 0.5
},
{
"p": 0.07133456319570541,
"m": 0.5
},
{
"p": 0.07153329253196716,
"m": 0.5
},
{
"p": 0.07147564738988876,
"m": 0.9252557158470154
},
{
"p": 0.07118908315896988,
"m": 0.8092795014381409
},
{
"p": 0.071255624294281,
"m": 0.9519864916801453
},
{
"p": 0.07162386178970337,
"m": 0.9659601449966431
},
{
"p": 0.07138700038194656,
"m": 0.9432167410850525
},
{
"p": 0.07137862592935562,
"m": 0.9195462465286255
},
{
"p": 0.0714174136519432,
"m": 0.9325420260429382
},
{
"p": 0.07153984904289246,
"m": 0.9467580318450928
},
{
"p": 0.07139761000871658,
"m": 1.0
},
{
"p": 0.07153034955263138,
"m": 0.5
},
{
"p": 0.07136646658182144,
"m": 0.5
}
]
},
{
"epoch": 112,
"train_loss": 1.7795180082321167,
"val_loss": 0.7971395254135132,
"acc": 69.69,
"time": 249.47402996430174,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144797593355179,
"m": 0.5
},
{
"p": 0.07128480821847916,
"m": 0.5
},
{
"p": 0.07161489874124527,
"m": 0.5
},
{
"p": 0.07161608338356018,
"m": 0.8511202931404114
},
{
"p": 0.07147451490163803,
"m": 0.7843064665794373
},
{
"p": 0.07136436551809311,
"m": 0.8959504961967468
},
{
"p": 0.07131756842136383,
"m": 0.8779393434524536
},
{
"p": 0.07131655514240265,
"m": 1.0
},
{
"p": 0.07165692746639252,
"m": 0.9517541527748108
},
{
"p": 0.07136055082082748,
"m": 1.0
},
{
"p": 0.07139457762241364,
"m": 1.0
},
{
"p": 0.07147607207298279,
"m": 0.955812931060791
},
{
"p": 0.07144612073898315,
"m": 0.5
},
{
"p": 0.07122897356748581,
"m": 0.5
}
]
},
{
"epoch": 113,
"train_loss": 1.4817471504211426,
"val_loss": 0.8383057713508606,
"acc": 69.66,
"time": 247.23340461403131,
"mix_dist": 0.5,
"param": [
{
"p": 0.07153984159231186,
"m": 0.5
},
{
"p": 0.07122532278299332,
"m": 0.5
},
{
"p": 0.07139912247657776,
"m": 0.5
},
{
"p": 0.07137326896190643,
"m": 0.9063798785209656
},
{
"p": 0.07121971249580383,
"m": 0.7431156635284424
},
{
"p": 0.07140245288610458,
"m": 0.8725860714912415
},
{
"p": 0.07132764905691147,
"m": 0.7917087078094482
},
{
"p": 0.0715109184384346,
"m": 0.9561557769775391
},
{
"p": 0.07153048366308212,
"m": 0.975369393825531
},
{
"p": 0.07148916274309158,
"m": 0.9789512753486633
},
{
"p": 0.07149018347263336,
"m": 0.9446443915367126
},
{
"p": 0.07136663049459457,
"m": 1.0
},
{
"p": 0.07162822782993317,
"m": 0.5
},
{
"p": 0.07149703055620193,
"m": 0.5
}
]
},
{
"epoch": 114,
"train_loss": 1.7429139614105225,
"val_loss": 0.9662335515022278,
"acc": 69.92,
"time": 246.72536368388683,
"mix_dist": 0.5,
"param": [
{
"p": 0.0716286152601242,
"m": 0.5
},
{
"p": 0.07130442559719086,
"m": 0.5
},
{
"p": 0.07123032212257385,
"m": 0.5
},
{
"p": 0.07126205414533615,
"m": 0.9489505887031555
},
{
"p": 0.07153677940368652,
"m": 0.7557225823402405
},
{
"p": 0.07114028185606003,
"m": 0.896495521068573
},
{
"p": 0.07141407579183578,
"m": 0.9334091544151306
},
{
"p": 0.07153784483671188,
"m": 1.0
},
{
"p": 0.07128273695707321,
"m": 0.9998385310173035
},
{
"p": 0.07164760679006577,
"m": 0.9894916415214539
},
{
"p": 0.07141480594873428,
"m": 0.9695397615432739
},
{
"p": 0.07149317860603333,
"m": 0.9989675283432007
},
{
"p": 0.07154948264360428,
"m": 0.5
},
{
"p": 0.07155784219503403,
"m": 0.5
}
]
},
{
"epoch": 115,
"train_loss": 1.898987889289856,
"val_loss": 0.7799556255340576,
"acc": 70.5,
"time": 246.77883751271293,
"mix_dist": 0.5,
"param": [
{
"p": 0.07141315191984177,
"m": 0.5
},
{
"p": 0.07138702273368835,
"m": 0.5
},
{
"p": 0.07150823622941971,
"m": 0.5
},
{
"p": 0.0715440958738327,
"m": 0.9067627787590027
},
{
"p": 0.07131485641002655,
"m": 0.8407565951347351
},
{
"p": 0.07140462845563889,
"m": 0.7915508151054382
},
{
"p": 0.07151506096124649,
"m": 0.8850277066230774
},
{
"p": 0.07125099003314972,
"m": 0.9640951156616211
},
{
"p": 0.07137030363082886,
"m": 0.9139527082443237
},
{
"p": 0.07134158909320831,
"m": 0.9809995889663696
},
{
"p": 0.07165241241455078,
"m": 0.9428533911705017
},
{
"p": 0.07142912596464157,
"m": 1.0
},
{
"p": 0.07153789699077606,
"m": 0.5
},
{
"p": 0.07133061438798904,
"m": 0.5
}
]
},
{
"epoch": 116,
"train_loss": 1.476697564125061,
"val_loss": 0.8303220272064209,
"acc": 70.74,
"time": 247.5026853326708,
"mix_dist": 0.5,
"param": [
{
"p": 0.07177139818668365,
"m": 0.5
},
{
"p": 0.07132493704557419,
"m": 0.5
},
{
"p": 0.07133126258850098,
"m": 0.5
},
{
"p": 0.07128395140171051,
"m": 0.922467052936554
},
{
"p": 0.07151595503091812,
"m": 0.997964084148407
},
{
"p": 0.07146415114402771,
"m": 0.7396842241287231
},
{
"p": 0.07138475030660629,
"m": 0.9751945734024048
},
{
"p": 0.07152491062879562,
"m": 1.0
},
{
"p": 0.07133202254772186,
"m": 0.9274277091026306
},
{
"p": 0.07155589014291763,
"m": 0.9580020904541016
},
{
"p": 0.0714244544506073,
"m": 0.9219822883605957
},
{
"p": 0.07141182571649551,
"m": 1.0
},
{
"p": 0.07150465995073318,
"m": 0.5
},
{
"p": 0.07116987556219101,
"m": 0.5
}
]
},
{
"epoch": 117,
"train_loss": 1.785315990447998,
"val_loss": 1.0232162475585938,
"acc": 68.74,
"time": 246.6736232652329,
"mix_dist": 0.5,
"param": [
{
"p": 0.07156725972890854,
"m": 0.5
},
{
"p": 0.07103649526834488,
"m": 0.5
},
{
"p": 0.07159072905778885,
"m": 0.5
},
{
"p": 0.07135362178087234,
"m": 0.8959679007530212
},
{
"p": 0.07122321426868439,
"m": 1.0
},
{
"p": 0.07148391008377075,
"m": 0.6482537388801575
},
{
"p": 0.07146638631820679,
"m": 0.9765275120735168
},
{
"p": 0.07153577357530594,
"m": 1.0
},
{
"p": 0.07135933637619019,
"m": 0.8391236066818237
},
{
"p": 0.07148405909538269,
"m": 0.9896503686904907
},
{
"p": 0.07169871777296066,
"m": 0.9560518264770508
},
{
"p": 0.07122867554426193,
"m": 1.0
},
{
"p": 0.07150706648826599,
"m": 0.5
},
{
"p": 0.07146471738815308,
"m": 0.5
}
]
},
{
"epoch": 118,
"train_loss": 1.8994354009628296,
"val_loss": 0.8221989274024963,
"acc": 69.67,
"time": 248.0860217390582,
"mix_dist": 0.5,
"param": [
{
"p": 0.07133474200963974,
"m": 0.5
},
{
"p": 0.07129254192113876,
"m": 0.5
},
{
"p": 0.07156846672296524,
"m": 0.5
},
{
"p": 0.07141917198896408,
"m": 0.9683652520179749
},
{
"p": 0.07142064720392227,
"m": 1.0
},
{
"p": 0.07144848257303238,
"m": 0.6360854506492615
},
{
"p": 0.07171999663114548,
"m": 1.0
},
{
"p": 0.07137251645326614,
"m": 0.9478861093521118
},
{
"p": 0.07133132964372635,
"m": 0.9069415926933289
},
{
"p": 0.07108423113822937,
"m": 1.0
},
{
"p": 0.07154981046915054,
"m": 0.8914565443992615
},
{
"p": 0.071412593126297,
"m": 0.9996642470359802
},
{
"p": 0.07157856971025467,
"m": 0.5
},
{
"p": 0.07146691530942917,
"m": 0.5
}
]
},
{
"epoch": 119,
"train_loss": 1.6971004009246826,
"val_loss": 0.8758819103240967,
"acc": 70.93,
"time": 247.78376891184598,
"mix_dist": 0.5,
"param": [
{
"p": 0.07166861742734909,
"m": 0.5
},
{
"p": 0.07132761925458908,
"m": 0.5
},
{
"p": 0.07123761624097824,
"m": 0.5
},
{
"p": 0.07145058363676071,
"m": 0.8025355339050293
},
{
"p": 0.07119308412075043,
"m": 0.9581272006034851
},
{
"p": 0.07150203734636307,
"m": 0.6707850694656372
},
{
"p": 0.07139410078525543,
"m": 1.0
},
{
"p": 0.0716177448630333,
"m": 1.0
},
{
"p": 0.0714692547917366,
"m": 0.892240047454834
},
{
"p": 0.07161755859851837,
"m": 0.9247047901153564
},
{
"p": 0.07166139781475067,
"m": 0.9862274527549744
},
{
"p": 0.07124130427837372,
"m": 0.9684879779815674
},
{
"p": 0.07160857319831848,
"m": 0.5
},
{
"p": 0.07101055234670639,
"m": 0.5
}
]
},
{
"epoch": 120,
"train_loss": 1.378815770149231,
"val_loss": 0.9315879940986633,
"acc": 70.1,
"time": 247.10185272898525,
"mix_dist": 0.5,
"param": [
{
"p": 0.07169105112552643,
"m": 0.5
},
{
"p": 0.0714964047074318,
"m": 0.5
},
{
"p": 0.07138562202453613,
"m": 0.5
},
{
"p": 0.07162752002477646,
"m": 0.7591233253479004
},
{
"p": 0.07134518027305603,
"m": 0.9248719811439514
},
{
"p": 0.07116419821977615,
"m": 0.6655216813087463
},
{
"p": 0.0714665949344635,
"m": 1.0
},
{
"p": 0.07141667604446411,
"m": 1.0
},
{
"p": 0.07122263312339783,
"m": 0.994820773601532
},
{
"p": 0.07141143828630447,
"m": 0.9511283040046692
},
{
"p": 0.07151059806346893,
"m": 0.8679734468460083
},
{
"p": 0.07144202291965485,
"m": 0.969508945941925
},
{
"p": 0.07149476557970047,
"m": 0.5
},
{
"p": 0.07132533192634583,
"m": 0.5
}
]
},
{
"epoch": 121,
"train_loss": 1.5246737003326416,
"val_loss": 0.7829334139823914,
"acc": 69.58,
"time": 247.2959581068717,
"mix_dist": 0.5,
"param": [
{
"p": 0.07100553810596466,
"m": 0.5
},
{
"p": 0.0714520588517189,
"m": 0.5
},
{
"p": 0.07145135849714279,
"m": 0.5
},
{
"p": 0.07117178291082382,
"m": 0.8251484632492065
},
{
"p": 0.07171772420406342,
"m": 0.933530330657959
},
{
"p": 0.07136735320091248,
"m": 0.7936195135116577
},
{
"p": 0.07132182270288467,
"m": 0.9864203929901123
},
{
"p": 0.07154743373394012,
"m": 1.0
},
{
"p": 0.0712660551071167,
"m": 1.0
},
{
"p": 0.07151853293180466,
"m": 0.8993526101112366
},
{
"p": 0.07156185805797577,
"m": 0.8713892698287964
},
{
"p": 0.07155636698007584,
"m": 1.0
},
{
"p": 0.07168587297201157,
"m": 0.5
},
{
"p": 0.0713762566447258,
"m": 0.5
}
]
},
{
"epoch": 122,
"train_loss": 1.558455467224121,
"val_loss": 0.9824327230453491,
"acc": 69.89,
"time": 246.91001257300377,
"mix_dist": 0.5,
"param": [
{
"p": 0.07154680788516998,
"m": 0.5
},
{
"p": 0.0714891254901886,
"m": 0.5
},
{
"p": 0.07136311382055283,
"m": 0.5
},
{
"p": 0.07170601934194565,
"m": 0.7680839896202087
},
{
"p": 0.07118327915668488,
"m": 0.995090901851654
},
{
"p": 0.07108012586832047,
"m": 0.8280585408210754
},
{
"p": 0.07162079960107803,
"m": 0.9332350492477417
},
{
"p": 0.0711301788687706,
"m": 0.9394353628158569
},
{
"p": 0.07149555534124374,
"m": 0.9592788219451904
},
{
"p": 0.0714247077703476,
"m": 0.8866615295410156
},
{
"p": 0.07161427289247513,
"m": 0.9076360464096069
},
{
"p": 0.07151695340871811,
"m": 0.9968442320823669
},
{
"p": 0.07138685137033463,
"m": 0.5
},
{
"p": 0.07144216448068619,
"m": 0.5
}
]
},
{
"epoch": 123,
"train_loss": 1.8273990154266357,
"val_loss": 0.827305018901825,
"acc": 71.38,
"time": 246.98656708933413,
"mix_dist": 0.5,
"param": [
{
"p": 0.07170511037111282,
"m": 0.5
},
{
"p": 0.07118615508079529,
"m": 0.5
},
{
"p": 0.07152986526489258,
"m": 0.5
},
{
"p": 0.07135146856307983,
"m": 0.733140230178833
},
{
"p": 0.07135261595249176,
"m": 0.9313934445381165
},
{
"p": 0.07154092937707901,
"m": 0.7850036025047302
},
{
"p": 0.0715385377407074,
"m": 0.9860062003135681
},
{
"p": 0.07138781249523163,
"m": 0.8351056575775146
},
{
"p": 0.07150810211896896,
"m": 0.918733537197113
},
{
"p": 0.07149245589971542,
"m": 0.9442925453186035
},
{
"p": 0.07146734744310379,
"m": 0.974490225315094
},
{
"p": 0.07146485894918442,
"m": 1.0
},
{
"p": 0.07152152061462402,
"m": 0.5
},
{
"p": 0.07095321267843246,
"m": 0.5
}
]
},
{
"epoch": 124,
"train_loss": 1.53722083568573,
"val_loss": 0.9065138101577759,
"acc": 69.97,
"time": 247.47295477194712,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715319961309433,
"m": 0.5
},
{
"p": 0.07113603502511978,
"m": 0.5
},
{
"p": 0.0714622363448143,
"m": 0.5
},
{
"p": 0.0712786316871643,
"m": 0.7564358115196228
},
{
"p": 0.07152002304792404,
"m": 0.9976198077201843
},
{
"p": 0.0714937224984169,
"m": 0.8812276124954224
},
{
"p": 0.0716419443488121,
"m": 0.9797179698944092
},
{
"p": 0.07154910266399384,
"m": 0.9501851797103882
},
{
"p": 0.07132519781589508,
"m": 0.930316150188446
},
{
"p": 0.07133490592241287,
"m": 0.9161666035652161
},
{
"p": 0.07136894017457962,
"m": 0.9743738174438477
},
{
"p": 0.07159911096096039,
"m": 1.0
},
{
"p": 0.07134071737527847,
"m": 0.5
},
{
"p": 0.07141739130020142,
"m": 0.5
}
]
},
{
"epoch": 125,
"train_loss": 1.725212812423706,
"val_loss": 0.8890563249588013,
"acc": 70.75,
"time": 246.34785389713943,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142700999975204,
"m": 0.5
},
{
"p": 0.07154599577188492,
"m": 0.5
},
{
"p": 0.07123317569494247,
"m": 0.5
},
{
"p": 0.07151031494140625,
"m": 0.827009916305542
},
{
"p": 0.07136953622102737,
"m": 1.0
},
{
"p": 0.07138892263174057,
"m": 0.907271146774292
},
{
"p": 0.07142419368028641,
"m": 1.0
},
{
"p": 0.07140792161226273,
"m": 0.9052179455757141
},
{
"p": 0.07136467099189758,
"m": 0.9351704716682434
},
{
"p": 0.07147913426160812,
"m": 0.9899421334266663
},
{
"p": 0.07154069095849991,
"m": 1.0
},
{
"p": 0.07142937928438187,
"m": 0.9986440539360046
},
{
"p": 0.07159778475761414,
"m": 0.5
},
{
"p": 0.07128122448921204,
"m": 0.5
}
]
},
{
"epoch": 126,
"train_loss": 1.5914698839187622,
"val_loss": 0.9516744017601013,
"acc": 70.2,
"time": 247.85207780776545,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150035351514816,
"m": 0.5
},
{
"p": 0.07112230360507965,
"m": 0.5
},
{
"p": 0.07118111848831177,
"m": 0.5
},
{
"p": 0.07147162407636642,
"m": 0.7901787757873535
},
{
"p": 0.07142531126737595,
"m": 0.9590042233467102
},
{
"p": 0.07149283587932587,
"m": 0.9845466613769531
},
{
"p": 0.07153288275003433,
"m": 0.9822813272476196
},
{
"p": 0.0716104581952095,
"m": 0.8590376973152161
},
{
"p": 0.07137178629636765,
"m": 0.8508574366569519
},
{
"p": 0.07142870128154755,
"m": 0.9986088275909424
},
{
"p": 0.07162445038557053,
"m": 0.9971369504928589
},
{
"p": 0.07152971625328064,
"m": 0.9992786645889282
},
{
"p": 0.07117953896522522,
"m": 0.5
},
{
"p": 0.07152887433767319,
"m": 0.5
}
]
},
{
"epoch": 127,
"train_loss": 1.2179423570632935,
"val_loss": 0.8888852596282959,
"acc": 70.83,
"time": 247.6299404548481,
"mix_dist": 0.5,
"param": [
{
"p": 0.07176873087882996,
"m": 0.5
},
{
"p": 0.07150521129369736,
"m": 0.5
},
{
"p": 0.0714356005191803,
"m": 0.5
},
{
"p": 0.07134311646223068,
"m": 0.6688839197158813
},
{
"p": 0.07149253040552139,
"m": 0.8911495804786682
},
{
"p": 0.07132264226675034,
"m": 0.9844332933425903
},
{
"p": 0.07144765555858612,
"m": 0.9404318928718567
},
{
"p": 0.07129845768213272,
"m": 0.9145112633705139
},
{
"p": 0.07109303027391434,
"m": 0.9056842923164368
},
{
"p": 0.07135728001594543,
"m": 0.9783614277839661
},
{
"p": 0.0715101882815361,
"m": 1.0
},
{
"p": 0.07172545790672302,
"m": 1.0
},
{
"p": 0.07143745571374893,
"m": 0.5
},
{
"p": 0.07126264274120331,
"m": 0.5
}
]
},
{
"epoch": 128,
"train_loss": 1.883777141571045,
"val_loss": 0.7273877859115601,
"acc": 71.51,
"time": 246.9699414568022,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144002616405487,
"m": 0.5
},
{
"p": 0.07110729813575745,
"m": 0.5
},
{
"p": 0.07122058421373367,
"m": 0.5
},
{
"p": 0.07170575857162476,
"m": 0.6612251400947571
},
{
"p": 0.07151922583580017,
"m": 0.9422948956489563
},
{
"p": 0.07134319096803665,
"m": 0.9582218527793884
},
{
"p": 0.07135148346424103,
"m": 0.9969727396965027
},
{
"p": 0.07140037417411804,
"m": 0.8595973253250122
},
{
"p": 0.07138033211231232,
"m": 0.9882322549819946
},
{
"p": 0.07146376371383667,
"m": 0.9198669791221619
},
{
"p": 0.07143651694059372,
"m": 1.0
},
{
"p": 0.07162466645240784,
"m": 0.9890974164009094
},
{
"p": 0.07156030088663101,
"m": 0.5
},
{
"p": 0.07144642621278763,
"m": 0.5
}
]
},
{
"epoch": 129,
"train_loss": 1.6454479694366455,
"val_loss": 0.7654953002929688,
"acc": 70.95,
"time": 247.37590721575543,
"mix_dist": 0.5,
"param": [
{
"p": 0.07161744683980942,
"m": 0.5
},
{
"p": 0.07127977162599564,
"m": 0.5
},
{
"p": 0.07157096266746521,
"m": 0.5
},
{
"p": 0.07119330018758774,
"m": 0.6461057066917419
},
{
"p": 0.07125068455934525,
"m": 0.9466456770896912
},
{
"p": 0.07123670727014542,
"m": 0.9530723094940186
},
{
"p": 0.07150064408779144,
"m": 0.9730634689331055
},
{
"p": 0.07152417302131653,
"m": 0.9711022973060608
},
{
"p": 0.07145415991544724,
"m": 0.9704968929290771
},
{
"p": 0.07147333025932312,
"m": 0.9526885747909546
},
{
"p": 0.0715617686510086,
"m": 0.9954947829246521
},
{
"p": 0.07151702046394348,
"m": 0.9933485984802246
},
{
"p": 0.07150191068649292,
"m": 0.5
},
{
"p": 0.07131809741258621,
"m": 0.5
}
]
},
{
"epoch": 130,
"train_loss": 1.5728347301483154,
"val_loss": 0.8432857990264893,
"acc": 71.2,
"time": 246.41689366707578,
"mix_dist": 0.5,
"param": [
{
"p": 0.07155910134315491,
"m": 0.5
},
{
"p": 0.07137171924114227,
"m": 0.5
},
{
"p": 0.0713970735669136,
"m": 0.5
},
{
"p": 0.07150663435459137,
"m": 0.5595035552978516
},
{
"p": 0.07150143384933472,
"m": 1.0
},
{
"p": 0.07119623571634293,
"m": 0.961971640586853
},
{
"p": 0.07127450406551361,
"m": 0.9720166921615601
},
{
"p": 0.07143596559762955,
"m": 0.9482699632644653
},
{
"p": 0.07144476473331451,
"m": 0.9983037114143372
},
{
"p": 0.0713559165596962,
"m": 1.0
},
{
"p": 0.07151231169700623,
"m": 1.0
},
{
"p": 0.07142742723226547,
"m": 0.999851405620575
},
{
"p": 0.07151452451944351,
"m": 0.5
},
{
"p": 0.07150240242481232,
"m": 0.5
}
]
},
{
"epoch": 131,
"train_loss": 1.1938111782073975,
"val_loss": 1.0312235355377197,
"acc": 69.8,
"time": 247.12069591740146,
"mix_dist": 0.5,
"param": [
{
"p": 0.07157441973686218,
"m": 0.5
},
{
"p": 0.07155166566371918,
"m": 0.5
},
{
"p": 0.07154148817062378,
"m": 0.5
},
{
"p": 0.07113827019929886,
"m": 0.5862181782722473
},
{
"p": 0.07140228897333145,
"m": 0.991786539554596
},
{
"p": 0.0713006928563118,
"m": 0.9153280854225159
},
{
"p": 0.07140794396400452,
"m": 0.9751212000846863
},
{
"p": 0.07153759151697159,
"m": 0.8773099780082703
},
{
"p": 0.07154814153909683,
"m": 1.0
},
{
"p": 0.07161881774663925,
"m": 0.985643208026886
},
{
"p": 0.07138381898403168,
"m": 0.9951133728027344
},
{
"p": 0.07139071077108383,
"m": 0.9970360398292542
},
{
"p": 0.0713876262307167,
"m": 0.5
},
{
"p": 0.07121648639440536,
"m": 0.5
}
]
},
{
"epoch": 132,
"train_loss": 1.7127636671066284,
"val_loss": 0.8122532367706299,
"acc": 71.41,
"time": 247.60918742697686,
"mix_dist": 0.5,
"param": [
{
"p": 0.07129138708114624,
"m": 0.5
},
{
"p": 0.07116927206516266,
"m": 0.5
},
{
"p": 0.07120522856712341,
"m": 0.5
},
{
"p": 0.07158065587282181,
"m": 0.6799707412719727
},
{
"p": 0.07150879502296448,
"m": 0.8587471842765808
},
{
"p": 0.07120068371295929,
"m": 0.8514777421951294
},
{
"p": 0.07133440673351288,
"m": 0.998367190361023
},
{
"p": 0.07132076472043991,
"m": 0.9190688133239746
},
{
"p": 0.07171223312616348,
"m": 0.9713112115859985
},
{
"p": 0.07145913690328598,
"m": 0.9899049401283264
},
{
"p": 0.07169833034276962,
"m": 0.9800154566764832
},
{
"p": 0.07167952507734299,
"m": 0.9887446165084839
},
{
"p": 0.07174398750066757,
"m": 0.5
},
{
"p": 0.07109563797712326,
"m": 0.5
}
]
},
{
"epoch": 133,
"train_loss": 1.674900770187378,
"val_loss": 0.8892180323600769,
"acc": 70.49,
"time": 248.14675509510562,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143846154212952,
"m": 0.5
},
{
"p": 0.07131391018629074,
"m": 0.5
},
{
"p": 0.07141871005296707,
"m": 0.5
},
{
"p": 0.07147372514009476,
"m": 0.7612082362174988
},
{
"p": 0.07105469703674316,
"m": 0.8358529210090637
},
{
"p": 0.07153388112783432,
"m": 0.9932675957679749
},
{
"p": 0.07164173573255539,
"m": 1.0
},
{
"p": 0.07150671631097794,
"m": 0.9857400059700012
},
{
"p": 0.0715981125831604,
"m": 1.0
},
{
"p": 0.07141439616680145,
"m": 0.9632355570793152
},
{
"p": 0.07149800658226013,
"m": 0.9772001504898071
},
{
"p": 0.07136654853820801,
"m": 1.0
},
{
"p": 0.07154068350791931,
"m": 0.5
},
{
"p": 0.07120036333799362,
"m": 0.5
}
]
},
{
"epoch": 134,
"train_loss": 1.166162371635437,
"val_loss": 0.8234270215034485,
"acc": 71.17,
"time": 247.331713904161,
"mix_dist": 0.5,
"param": [
{
"p": 0.07140709459781647,
"m": 0.5
},
{
"p": 0.07149955630302429,
"m": 0.5
},
{
"p": 0.0715472623705864,
"m": 0.5
},
{
"p": 0.07134860008955002,
"m": 0.810344398021698
},
{
"p": 0.07145524770021439,
"m": 0.6852630376815796
},
{
"p": 0.07127461582422256,
"m": 0.8088951706886292
},
{
"p": 0.07134812325239182,
"m": 1.0
},
{
"p": 0.07144968956708908,
"m": 0.9383776783943176
},
{
"p": 0.07152886688709259,
"m": 0.998930037021637
},
{
"p": 0.07144205272197723,
"m": 0.976428210735321
},
{
"p": 0.07144177705049515,
"m": 0.9544365406036377
},
{
"p": 0.07148721069097519,
"m": 1.0
},
{
"p": 0.07143896818161011,
"m": 0.5
},
{
"p": 0.07133091986179352,
"m": 0.5
}
]
},
{
"epoch": 135,
"train_loss": 1.599766731262207,
"val_loss": 0.7452610731124878,
"acc": 72.04,
"time": 247.70042511541396,
"mix_dist": 0.5,
"param": [
{
"p": 0.07155374437570572,
"m": 0.5
},
{
"p": 0.07153751701116562,
"m": 0.5
},
{
"p": 0.07129230350255966,
"m": 0.5
},
{
"p": 0.07149463146924973,
"m": 0.7633907198905945
},
{
"p": 0.07146701216697693,
"m": 0.7758845090866089
},
{
"p": 0.07126834988594055,
"m": 0.6808610558509827
},
{
"p": 0.07147877663373947,
"m": 1.0
},
{
"p": 0.07178935408592224,
"m": 0.8201009035110474
},
{
"p": 0.07130488008260727,
"m": 0.9803940057754517
},
{
"p": 0.07136932760477066,
"m": 0.978712260723114
},
{
"p": 0.07125011086463928,
"m": 0.9779000878334045
},
{
"p": 0.07155222445726395,
"m": 1.0
},
{
"p": 0.07139628380537033,
"m": 0.5
},
{
"p": 0.07124544680118561,
"m": 0.5
}
]
},
{
"epoch": 136,
"train_loss": 1.3151062726974487,
"val_loss": 0.834679126739502,
"acc": 71.0,
"time": 247.4663203721866,
"mix_dist": 0.5,
"param": [
{
"p": 0.07149813324213028,
"m": 0.5
},
{
"p": 0.07102639973163605,
"m": 0.5
},
{
"p": 0.07142293453216553,
"m": 0.5
},
{
"p": 0.07141198217868805,
"m": 0.7644351124763489
},
{
"p": 0.0716162696480751,
"m": 0.6348137855529785
},
{
"p": 0.07138179987668991,
"m": 0.6890775561332703
},
{
"p": 0.07130204886198044,
"m": 0.9697404503822327
},
{
"p": 0.07127375900745392,
"m": 0.9915928840637207
},
{
"p": 0.07155001163482666,
"m": 0.9313319325447083
},
{
"p": 0.07167063653469086,
"m": 0.9922755360603333
},
{
"p": 0.07160098850727081,
"m": 1.0
},
{
"p": 0.07140049338340759,
"m": 0.9889501333236694
},
{
"p": 0.07147105783224106,
"m": 0.5
},
{
"p": 0.07137352228164673,
"m": 0.5
}
]
},
{
"epoch": 137,
"train_loss": 1.6595489978790283,
"val_loss": 0.916459321975708,
"acc": 71.25,
"time": 247.49923804588616,
"mix_dist": 0.5,
"param": [
{
"p": 0.07135040313005447,
"m": 0.5
},
{
"p": 0.07128670066595078,
"m": 0.5
},
{
"p": 0.07164404541254044,
"m": 0.5
},
{
"p": 0.07129687070846558,
"m": 0.8075180053710938
},
{
"p": 0.07142555713653564,
"m": 0.5959292650222778
},
{
"p": 0.07153541594743729,
"m": 0.7851312756538391
},
{
"p": 0.07112251967191696,
"m": 0.879489004611969
},
{
"p": 0.07128465920686722,
"m": 1.0
},
{
"p": 0.07141787558794022,
"m": 0.9998623728752136
},
{
"p": 0.0713718980550766,
"m": 0.9721943736076355
},
{
"p": 0.0715116560459137,
"m": 1.0
},
{
"p": 0.07181978225708008,
"m": 0.982528030872345
},
{
"p": 0.07157255709171295,
"m": 0.5
},
{
"p": 0.07135998457670212,
"m": 0.5
}
]
},
{
"epoch": 138,
"train_loss": 1.5325926542282104,
"val_loss": 0.7599506378173828,
"acc": 70.9,
"time": 247.44677637098357,
"mix_dist": 0.5,
"param": [
{
"p": 0.07161059975624084,
"m": 0.5
},
{
"p": 0.0712442547082901,
"m": 0.5
},
{
"p": 0.07142197340726852,
"m": 0.5
},
{
"p": 0.07141983509063721,
"m": 0.8087629675865173
},
{
"p": 0.07164929807186127,
"m": 0.579013466835022
},
{
"p": 0.07114528864622116,
"m": 0.8923605680465698
},
{
"p": 0.0712442547082901,
"m": 0.8617027997970581
},
{
"p": 0.07181505113840103,
"m": 1.0
},
{
"p": 0.07142692059278488,
"m": 1.0
},
{
"p": 0.0713738352060318,
"m": 0.9511898756027222
},
{
"p": 0.07152204215526581,
"m": 0.9977667331695557
},
{
"p": 0.07147995382547379,
"m": 0.981561005115509
},
{
"p": 0.07136361300945282,
"m": 0.5
},
{
"p": 0.07128310203552246,
"m": 0.5
}
]
},
{
"epoch": 139,
"train_loss": 1.5304150581359863,
"val_loss": 0.8396134972572327,
"acc": 71.68,
"time": 247.14016317809,
"mix_dist": 0.5,
"param": [
{
"p": 0.071344755589962,
"m": 0.5
},
{
"p": 0.07138721644878387,
"m": 0.5
},
{
"p": 0.07158704102039337,
"m": 0.5
},
{
"p": 0.07131282985210419,
"m": 0.8880146741867065
},
{
"p": 0.07153254747390747,
"m": 0.5166699886322021
},
{
"p": 0.07134003937244415,
"m": 0.9271159172058105
},
{
"p": 0.07130242139101028,
"m": 0.8184131979942322
},
{
"p": 0.07139966636896133,
"m": 0.9404942989349365
},
{
"p": 0.07145002484321594,
"m": 0.9501699209213257
},
{
"p": 0.07152806222438812,
"m": 0.9090614914894104
},
{
"p": 0.07149933278560638,
"m": 0.9981552362442017
},
{
"p": 0.07159286737442017,
"m": 1.0
},
{
"p": 0.07137469202280045,
"m": 0.5
},
{
"p": 0.07134852558374405,
"m": 0.5
}
]
},
{
"epoch": 140,
"train_loss": 1.6183305978775024,
"val_loss": 0.8943644165992737,
"acc": 71.08,
"time": 247.60002955794334,
"mix_dist": 0.5,
"param": [
{
"p": 0.07169212400913239,
"m": 0.5
},
{
"p": 0.07106947153806686,
"m": 0.5
},
{
"p": 0.07151059806346893,
"m": 0.5
},
{
"p": 0.07132412493228912,
"m": 0.8132117390632629
},
{
"p": 0.07142271846532822,
"m": 0.5217291116714478
},
{
"p": 0.07100705057382584,
"m": 0.9264441132545471
},
{
"p": 0.07170078903436661,
"m": 0.8088440299034119
},
{
"p": 0.07132788002490997,
"m": 0.9560689330101013
},
{
"p": 0.071574866771698,
"m": 1.0
},
{
"p": 0.07153814285993576,
"m": 0.9850306510925293
},
{
"p": 0.07133078575134277,
"m": 0.9925105571746826
},
{
"p": 0.07155928760766983,
"m": 0.99849534034729
},
{
"p": 0.07151621580123901,
"m": 0.5
},
{
"p": 0.0714258998632431,
"m": 0.5
}
]
},
{
"epoch": 141,
"train_loss": 1.2531487941741943,
"val_loss": 0.8119259476661682,
"acc": 71.04,
"time": 246.90152792911977,
"mix_dist": 0.5,
"param": [
{
"p": 0.07159262895584106,
"m": 0.5
},
{
"p": 0.07106418907642365,
"m": 0.5
},
{
"p": 0.07130374759435654,
"m": 0.5
},
{
"p": 0.07137022912502289,
"m": 0.7165546417236328
},
{
"p": 0.07142773270606995,
"m": 0.5792063474655151
},
{
"p": 0.07140028476715088,
"m": 0.8614019155502319
},
{
"p": 0.07155220210552216,
"m": 0.9374023079872131
},
{
"p": 0.0715300515294075,
"m": 0.9183502197265625
},
{
"p": 0.07163330912590027,
"m": 0.9534928798675537
},
{
"p": 0.07132028043270111,
"m": 0.8842541575431824
},
{
"p": 0.07145277410745621,
"m": 0.893994927406311
},
{
"p": 0.07131775468587875,
"m": 1.0
},
{
"p": 0.07142283767461777,
"m": 0.5
},
{
"p": 0.07161198556423187,
"m": 0.5
}
]
},
{
"epoch": 142,
"train_loss": 1.4852533340454102,
"val_loss": 0.8580949306488037,
"acc": 71.65,
"time": 246.989311164245,
"mix_dist": 0.5,
"param": [
{
"p": 0.07139457762241364,
"m": 0.5
},
{
"p": 0.071323923766613,
"m": 0.5
},
{
"p": 0.07133223861455917,
"m": 0.5
},
{
"p": 0.07164808362722397,
"m": 0.7478262782096863
},
{
"p": 0.07150384783744812,
"m": 0.5573279857635498
},
{
"p": 0.07136258482933044,
"m": 0.8883436918258667
},
{
"p": 0.07156208902597427,
"m": 0.827144980430603
},
{
"p": 0.07125131040811539,
"m": 0.9150374531745911
},
{
"p": 0.07148895412683487,
"m": 0.9419295787811279
},
{
"p": 0.07150807976722717,
"m": 0.9459014534950256
},
{
"p": 0.07167752832174301,
"m": 0.9604690074920654
},
{
"p": 0.07150837779045105,
"m": 1.0
},
{
"p": 0.07134965062141418,
"m": 0.5
},
{
"p": 0.07108878344297409,
"m": 0.5
}
]
},
{
"epoch": 143,
"train_loss": 1.227203607559204,
"val_loss": 0.9269135594367981,
"acc": 71.37,
"time": 247.13645809236914,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714154914021492,
"m": 0.5
},
{
"p": 0.07159920036792755,
"m": 0.5
},
{
"p": 0.07143871486186981,
"m": 0.5
},
{
"p": 0.07139135897159576,
"m": 0.7886558175086975
},
{
"p": 0.07152625918388367,
"m": 0.5260708928108215
},
{
"p": 0.07131671160459518,
"m": 0.7190596461296082
},
{
"p": 0.07151751220226288,
"m": 0.8096219301223755
},
{
"p": 0.07115133106708527,
"m": 0.9353399276733398
},
{
"p": 0.07146592438220978,
"m": 1.0
},
{
"p": 0.07149278372526169,
"m": 1.0
},
{
"p": 0.07135700434446335,
"m": 0.9794110059738159
},
{
"p": 0.0715261846780777,
"m": 1.0
},
{
"p": 0.07145021110773087,
"m": 0.5
},
{
"p": 0.07135136425495148,
"m": 0.5
}
]
},
{
"epoch": 144,
"train_loss": 1.3042778968811035,
"val_loss": 0.8686112761497498,
"acc": 70.55,
"time": 248.5292040137574,
"mix_dist": 0.5,
"param": [
{
"p": 0.07152024656534195,
"m": 0.5
},
{
"p": 0.0711650550365448,
"m": 0.5
},
{
"p": 0.07136455923318863,
"m": 0.5
},
{
"p": 0.07148776203393936,
"m": 0.9035236239433289
},
{
"p": 0.07148312032222748,
"m": 0.6934258341789246
},
{
"p": 0.07123579829931259,
"m": 0.6701440811157227
},
{
"p": 0.07166552543640137,
"m": 0.8785852789878845
},
{
"p": 0.07153719663619995,
"m": 1.0
},
{
"p": 0.07158121466636658,
"m": 1.0
},
{
"p": 0.07122613489627838,
"m": 0.9734861850738525
},
{
"p": 0.0715995579957962,
"m": 1.0
},
{
"p": 0.07148709148168564,
"m": 0.9957947731018066
},
{
"p": 0.0713854730129242,
"m": 0.5
},
{
"p": 0.07126133888959885,
"m": 0.5
}
]
},
{
"epoch": 145,
"train_loss": 1.925646185874939,
"val_loss": 0.8738173246383667,
"acc": 72.46,
"time": 246.63260597689077,
"mix_dist": 0.5,
"param": [
{
"p": 0.0718032494187355,
"m": 0.5
},
{
"p": 0.07128891348838806,
"m": 0.5
},
{
"p": 0.07155716419219971,
"m": 0.5
},
{
"p": 0.07146117836236954,
"m": 0.8374982476234436
},
{
"p": 0.071517713367939,
"m": 0.5558179020881653
},
{
"p": 0.07118679583072662,
"m": 0.7795569896697998
},
{
"p": 0.07148165255784988,
"m": 0.7607220411300659
},
{
"p": 0.07150771468877792,
"m": 1.0
},
{
"p": 0.0713500827550888,
"m": 0.9783072471618652
},
{
"p": 0.07148583978414536,
"m": 0.9279069304466248
},
{
"p": 0.07137934118509293,
"m": 1.0
},
{
"p": 0.07111850380897522,
"m": 1.0
},
{
"p": 0.07140142470598221,
"m": 0.5
},
{
"p": 0.07146042585372925,
"m": 0.5
}
]
},
{
"epoch": 146,
"train_loss": 1.1823115348815918,
"val_loss": 0.7479813098907471,
"acc": 72.58,
"time": 246.99899733671919,
"mix_dist": 0.5,
"param": [
{
"p": 0.07158908247947693,
"m": 0.5
},
{
"p": 0.0716855525970459,
"m": 0.5
},
{
"p": 0.07137511670589447,
"m": 0.5
},
{
"p": 0.07135331630706787,
"m": 0.8468703627586365
},
{
"p": 0.07128524780273438,
"m": 0.5789066553115845
},
{
"p": 0.07150286436080933,
"m": 0.8607714176177979
},
{
"p": 0.07150090485811234,
"m": 0.7221192121505737
},
{
"p": 0.07153864204883575,
"m": 0.8887915015220642
},
{
"p": 0.0713018849492073,
"m": 0.9600871205329895
},
{
"p": 0.07130211591720581,
"m": 0.9570662975311279
},
{
"p": 0.071463942527771,
"m": 0.9581208229064941
},
{
"p": 0.0713832750916481,
"m": 1.0
},
{
"p": 0.07161322981119156,
"m": 0.5
},
{
"p": 0.07110479474067688,
"m": 0.5
}
]
},
{
"epoch": 147,
"train_loss": 1.0879156589508057,
"val_loss": 0.9140498042106628,
"acc": 71.46,
"time": 246.9037527688779,
"mix_dist": 0.5,
"param": [
{
"p": 0.07166089862585068,
"m": 0.5
},
{
"p": 0.07133952528238297,
"m": 0.5
},
{
"p": 0.07112441956996918,
"m": 0.5
},
{
"p": 0.07136156409978867,
"m": 0.8709088563919067
},
{
"p": 0.07140416651964188,
"m": 0.33509156107902527
},
{
"p": 0.07145362347364426,
"m": 0.731041669845581
},
{
"p": 0.07166958600282669,
"m": 0.7804041504859924
},
{
"p": 0.07132985442876816,
"m": 0.9202823638916016
},
{
"p": 0.07126419991254807,
"m": 0.9304739236831665
},
{
"p": 0.07151792198419571,
"m": 0.9946297407150269
},
{
"p": 0.07162153720855713,
"m": 0.9266443252563477
},
{
"p": 0.07170987129211426,
"m": 0.9629959464073181
},
{
"p": 0.07133018970489502,
"m": 0.5
},
{
"p": 0.07121263444423676,
"m": 0.5
}
]
},
{
"epoch": 148,
"train_loss": 1.5839660167694092,
"val_loss": 0.8159003853797913,
"acc": 71.5,
"time": 247.35428013373166,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715862363576889,
"m": 0.5
},
{
"p": 0.07094403356313705,
"m": 0.5
},
{
"p": 0.07163248211145401,
"m": 0.5
},
{
"p": 0.07129259407520294,
"m": 0.8104661107063293
},
{
"p": 0.07153905183076859,
"m": 0.3276436924934387
},
{
"p": 0.07119687646627426,
"m": 0.7483915090560913
},
{
"p": 0.07160797715187073,
"m": 0.8371039628982544
},
{
"p": 0.07149998843669891,
"m": 0.9012293815612793
},
{
"p": 0.07155633717775345,
"m": 1.0
},
{
"p": 0.07125450670719147,
"m": 0.8898919820785522
},
{
"p": 0.07132761180400848,
"m": 0.9316866397857666
},
{
"p": 0.07167751342058182,
"m": 1.0
},
{
"p": 0.07135413587093353,
"m": 0.5
},
{
"p": 0.07153066247701645,
"m": 0.5
}
]
},
{
"epoch": 149,
"train_loss": 1.181841254234314,
"val_loss": 0.8583779335021973,
"acc": 71.05,
"time": 247.93622979940847,
"mix_dist": 0.5,
"param": [
{
"p": 0.07168169319629669,
"m": 0.5
},
{
"p": 0.07125437259674072,
"m": 0.5
},
{
"p": 0.07141493260860443,
"m": 0.5
},
{
"p": 0.07162737101316452,
"m": 0.8350633978843689
},
{
"p": 0.07137196511030197,
"m": 0.34321460127830505
},
{
"p": 0.0715654119849205,
"m": 0.7092756032943726
},
{
"p": 0.07165773212909698,
"m": 0.8453054428100586
},
{
"p": 0.07142815738916397,
"m": 0.7756431102752686
},
{
"p": 0.07157022505998611,
"m": 0.970752477645874
},
{
"p": 0.07174769788980484,
"m": 0.8759471774101257
},
{
"p": 0.07147138565778732,
"m": 0.9795429706573486
},
{
"p": 0.07138451933860779,
"m": 0.9914990663528442
},
{
"p": 0.0709330216050148,
"m": 0.5
},
{
"p": 0.07089149206876755,
"m": 0.5
}
]
},
{
"epoch": 150,
"train_loss": 0.9500954747200012,
"val_loss": 0.784580647945404,
"acc": 70.7,
"time": 246.9671229212545,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714869275689125,
"m": 0.5
},
{
"p": 0.0713547021150589,
"m": 0.5
},
{
"p": 0.0713638886809349,
"m": 0.5
},
{
"p": 0.07151972502470016,
"m": 0.7750271558761597
},
{
"p": 0.07149189710617065,
"m": 0.38750413060188293
},
{
"p": 0.07133674621582031,
"m": 0.7690134644508362
},
{
"p": 0.07162465900182724,
"m": 0.8261639475822449
},
{
"p": 0.07157294452190399,
"m": 0.8310381770133972
},
{
"p": 0.07105616480112076,
"m": 0.9197471737861633
},
{
"p": 0.07160139083862305,
"m": 0.8521862030029297
},
{
"p": 0.07145889848470688,
"m": 1.0
},
{
"p": 0.07152407616376877,
"m": 1.0
},
{
"p": 0.07131224870681763,
"m": 0.5
},
{
"p": 0.07129576057195663,
"m": 0.5
}
]
}
]
}
Reference in a new issue View git blame Copy permalink