AntoineH/smart_augmentation
1
0
Fork 0
mirror of https://github.com/AntoineHX/smart_augmentation.git synced 2025-05-04 20:20:46 +02:00
Code Issues Projects Releases Packages Wiki Activity
smart_augmentation/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json
Harle, Antoine (Contracteur) 4166922c34 Rangement
2020-02-28 16:46:37 -05:00

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

{
"Accuracy": 67.02,
"Time": [
281.01328664604654,
33.6577695285857,
42255.473607702996
],
"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": 4.591263771057129,
"val_loss": 2.2759995460510254,
"acc": 10.39,
"time": 242.50870548607782,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714692622423172,
"m": 0.5
},
{
"p": 0.07136384397745132,
"m": 0.5
},
{
"p": 0.07138259708881378,
"m": 0.5
},
{
"p": 0.07140172272920609,
"m": 0.5630645155906677
},
{
"p": 0.07128417491912842,
"m": 0.4410439431667328
},
{
"p": 0.07147544622421265,
"m": 0.5600439310073853
},
{
"p": 0.07139109075069427,
"m": 0.5606069564819336
},
{
"p": 0.07146933674812317,
"m": 0.5677725672721863
},
{
"p": 0.07147587090730667,
"m": 0.5611447095870972
},
{
"p": 0.07144323736429214,
"m": 0.5003088116645813
},
{
"p": 0.07140471786260605,
"m": 0.42991676926612854
},
{
"p": 0.07146266847848892,
"m": 0.44640177488327026
},
{
"p": 0.07143264263868332,
"m": 0.5
},
{
"p": 0.07154340296983719,
"m": 0.5
}
]
},
{
"epoch": 2,
"train_loss": 4.5644330978393555,
"val_loss": 2.3079967498779297,
"acc": 10.0,
"time": 275.5876588689862,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142496854066849,
"m": 0.5
},
{
"p": 0.07142596691846848,
"m": 0.5
},
{
"p": 0.07143133133649826,
"m": 0.5
},
{
"p": 0.07142703980207443,
"m": 0.5638253688812256
},
{
"p": 0.07142948359251022,
"m": 0.42256155610084534
},
{
"p": 0.07143089175224304,
"m": 0.5560190677642822
},
{
"p": 0.0714285746216774,
"m": 0.552789032459259
},
{
"p": 0.0714309960603714,
"m": 0.6746213436126709
},
{
"p": 0.07142966240644455,
"m": 0.6950491070747375
},
{
"p": 0.0714288204908371,
"m": 0.5674284100532532
},
{
"p": 0.07142564654350281,
"m": 0.4812673330307007
},
{
"p": 0.07142764329910278,
"m": 0.46100911498069763
},
{
"p": 0.07143251597881317,
"m": 0.5
},
{
"p": 0.07142645865678787,
"m": 0.5
}
]
},
{
"epoch": 3,
"train_loss": 4.596546649932861,
"val_loss": 2.3055856227874756,
"acc": 10.0,
"time": 275.46658026904333,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142852991819382,
"m": 0.5
},
{
"p": 0.07142847776412964,
"m": 0.5
},
{
"p": 0.07142860442399979,
"m": 0.5
},
{
"p": 0.07142859697341919,
"m": 0.558812141418457
},
{
"p": 0.07142860442399979,
"m": 0.4303916096687317
},
{
"p": 0.07142858952283859,
"m": 0.5997825264930725
},
{
"p": 0.07142876088619232,
"m": 0.5570615530014038
},
{
"p": 0.07142853736877441,
"m": 0.7806546688079834
},
{
"p": 0.07142846286296844,
"m": 0.5736797451972961
},
{
"p": 0.07142851501703262,
"m": 0.5263714790344238
},
{
"p": 0.0714285597205162,
"m": 0.4036276638507843
},
{
"p": 0.07142853736877441,
"m": 0.44024842977523804
},
{
"p": 0.07142864912748337,
"m": 0.5
},
{
"p": 0.07142858952283859,
"m": 0.5
}
]
},
{
"epoch": 4,
"train_loss": 4.603518486022949,
"val_loss": 2.3049259185791016,
"acc": 10.0,
"time": 277.3313808130333,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142835110425949,
"m": 0.5
},
{
"p": 0.07142842561006546,
"m": 0.5
},
{
"p": 0.07142853736877441,
"m": 0.5
},
{
"p": 0.07142926007509232,
"m": 0.6994212865829468
},
{
"p": 0.0714283362030983,
"m": 0.3608090281486511
},
{
"p": 0.07142934203147888,
"m": 0.5764996409416199
},
{
"p": 0.07142828404903412,
"m": 0.5501660108566284
},
{
"p": 0.07142826169729233,
"m": 0.7812877297401428
},
{
"p": 0.07142827659845352,
"m": 0.47226110100746155
},
{
"p": 0.0714283138513565,
"m": 0.6728827357292175
},
{
"p": 0.07142835855484009,
"m": 0.6110438704490662
},
{
"p": 0.071428582072258,
"m": 0.34742310643196106
},
{
"p": 0.07142923027276993,
"m": 0.5
},
{
"p": 0.07142844796180725,
"m": 0.5
}
]
},
{
"epoch": 5,
"train_loss": 4.598628997802734,
"val_loss": 2.304105758666992,
"acc": 10.0,
"time": 274.86328175803646,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142853736877441,
"m": 0.5
},
{
"p": 0.07142859697341919,
"m": 0.5
},
{
"p": 0.07142852991819382,
"m": 0.5
},
{
"p": 0.07142858952283859,
"m": 0.7028648257255554
},
{
"p": 0.07142858952283859,
"m": 0.36910372972488403
},
{
"p": 0.07142861187458038,
"m": 0.5765776038169861
},
{
"p": 0.0714285671710968,
"m": 0.5518449544906616
},
{
"p": 0.0714285746216774,
"m": 0.7697519659996033
},
{
"p": 0.0714285671710968,
"m": 0.4753364026546478
},
{
"p": 0.0714285671710968,
"m": 0.6788358092308044
},
{
"p": 0.071428582072258,
"m": 0.6100792288780212
},
{
"p": 0.07142850756645203,
"m": 0.3665204644203186
},
{
"p": 0.07142859697341919,
"m": 0.5
},
{
"p": 0.07142861932516098,
"m": 0.5
}
]
},
{
"epoch": 6,
"train_loss": 4.618463516235352,
"val_loss": 2.3048081398010254,
"acc": 10.0,
"time": 275.1682218760252,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142853736877441,
"m": 0.5
},
{
"p": 0.07142850011587143,
"m": 0.5
},
{
"p": 0.07142858952283859,
"m": 0.5
},
{
"p": 0.07142858952283859,
"m": 0.6900045275688171
},
{
"p": 0.0714285746216774,
"m": 0.29627764225006104
},
{
"p": 0.0714285597205162,
"m": 0.5676112174987793
},
{
"p": 0.0714285746216774,
"m": 0.5352934002876282
},
{
"p": 0.07142854481935501,
"m": 0.7072029113769531
},
{
"p": 0.0714285746216774,
"m": 0.3219272792339325
},
{
"p": 0.07142854481935501,
"m": 0.6782453656196594
},
{
"p": 0.07142860442399979,
"m": 0.6264288425445557
},
{
"p": 0.07142868638038635,
"m": 0.4337688386440277
},
{
"p": 0.0714285597205162,
"m": 0.5
},
{
"p": 0.07142859697341919,
"m": 0.5
}
]
},
{
"epoch": 7,
"train_loss": 4.615688323974609,
"val_loss": 2.304816722869873,
"acc": 10.0,
"time": 275.07783798803575,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142854481935501,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.07142855226993561,
"m": 0.5
},
{
"p": 0.07142854481935501,
"m": 0.6939533352851868
},
{
"p": 0.07142858952283859,
"m": 0.2998323142528534
},
{
"p": 0.0714285746216774,
"m": 0.5683285593986511
},
{
"p": 0.0714285597205162,
"m": 0.5383919477462769
},
{
"p": 0.0714285746216774,
"m": 0.7152122259140015
},
{
"p": 0.07142860442399979,
"m": 0.32310065627098083
},
{
"p": 0.0714285746216774,
"m": 0.6874974370002747
},
{
"p": 0.07142864167690277,
"m": 0.6274740099906921
},
{
"p": 0.07142860442399979,
"m": 0.45707499980926514
},
{
"p": 0.071428582072258,
"m": 0.5
},
{
"p": 0.07142852991819382,
"m": 0.5
}
]
},
{
"epoch": 8,
"train_loss": 4.625500202178955,
"val_loss": 2.3032705783843994,
"acc": 10.0,
"time": 275.47789500502404,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142853736877441,
"m": 0.5
},
{
"p": 0.07142876833677292,
"m": 0.5
},
{
"p": 0.07142812758684158,
"m": 0.5
},
{
"p": 0.07142873853445053,
"m": 0.6712304353713989
},
{
"p": 0.0714285597205162,
"m": 0.27014967799186707
},
{
"p": 0.0714288130402565,
"m": 0.5247206687927246
},
{
"p": 0.07142865657806396,
"m": 0.5993096232414246
},
{
"p": 0.07142859697341919,
"m": 0.9001660346984863
},
{
"p": 0.07142868638038635,
"m": 0.18536847829818726
},
{
"p": 0.07142852246761322,
"m": 0.808728814125061
},
{
"p": 0.0714283138513565,
"m": 0.7038622498512268
},
{
"p": 0.07142812758684158,
"m": 0.35881221294403076
},
{
"p": 0.07142866402864456,
"m": 0.5
},
{
"p": 0.07142893970012665,
"m": 0.5
}
]
},
{
"epoch": 9,
"train_loss": 4.52003812789917,
"val_loss": 2.192924737930298,
"acc": 16.0,
"time": 275.58245360001456,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.071430504322052,
"m": 0.5
},
{
"p": 0.07143043726682663,
"m": 0.5
},
{
"p": 0.07142820954322815,
"m": 0.5
},
{
"p": 0.07143019139766693,
"m": 0.6431258320808411
},
{
"p": 0.07142937183380127,
"m": 0.214168980717659
},
{
"p": 0.07142861187458038,
"m": 0.4846450686454773
},
{
"p": 0.07142841815948486,
"m": 0.6008835434913635
},
{
"p": 0.07142936438322067,
"m": 0.8174395561218262
},
{
"p": 0.0714263767004013,
"m": 0.3403615653514862
},
{
"p": 0.07142949849367142,
"m": 0.8053022027015686
},
{
"p": 0.07142871618270874,
"m": 0.7049433588981628
},
{
"p": 0.07142634689807892,
"m": 0.24314378201961517
},
{
"p": 0.07142926752567291,
"m": 0.5
},
{
"p": 0.07142467796802521,
"m": 0.5
}
]
},
{
"epoch": 10,
"train_loss": 4.618002414703369,
"val_loss": 2.3032724857330322,
"acc": 10.0,
"time": 276.55348678689916,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142851501703262,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.07142862677574158,
"m": 0.5
},
{
"p": 0.0714285671710968,
"m": 0.6372812390327454
},
{
"p": 0.071428582072258,
"m": 0.1721012145280838
},
{
"p": 0.07142854481935501,
"m": 0.490786075592041
},
{
"p": 0.071428582072258,
"m": 0.593875527381897
},
{
"p": 0.07142855226993561,
"m": 0.8163889050483704
},
{
"p": 0.07142860442399979,
"m": 0.3480056822299957
},
{
"p": 0.0714285746216774,
"m": 0.8164156079292297
},
{
"p": 0.07142859697341919,
"m": 0.7074272632598877
},
{
"p": 0.07142852991819382,
"m": 0.2383008897304535
},
{
"p": 0.071428582072258,
"m": 0.5
},
{
"p": 0.0714285671710968,
"m": 0.5
}
]
},
{
"epoch": 11,
"train_loss": 4.611788749694824,
"val_loss": 2.277876377105713,
"acc": 14.3,
"time": 275.96911565901246,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142694294452667,
"m": 0.5
},
{
"p": 0.07142794877290726,
"m": 0.5
},
{
"p": 0.07142683118581772,
"m": 0.5
},
{
"p": 0.07143113017082214,
"m": 0.6420682668685913
},
{
"p": 0.07142899185419083,
"m": 0.17608024179935455
},
{
"p": 0.07142898440361023,
"m": 0.4905434846878052
},
{
"p": 0.07142762839794159,
"m": 0.597070038318634
},
{
"p": 0.07142860442399979,
"m": 0.8184090852737427
},
{
"p": 0.0714278370141983,
"m": 0.3482878804206848
},
{
"p": 0.07142911851406097,
"m": 0.8275535702705383
},
{
"p": 0.07142888009548187,
"m": 0.7066037058830261
},
{
"p": 0.0714302733540535,
"m": 0.26490291953086853
},
{
"p": 0.07142883539199829,
"m": 0.5
},
{
"p": 0.07142803072929382,
"m": 0.5
}
]
},
{
"epoch": 12,
"train_loss": 4.534668922424316,
"val_loss": 2.1508545875549316,
"acc": 18.92,
"time": 276.8126730460208,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143294811248779,
"m": 0.5
},
{
"p": 0.07142728567123413,
"m": 0.5
},
{
"p": 0.07143136858940125,
"m": 0.5
},
{
"p": 0.07141944766044617,
"m": 0.6541604995727539
},
{
"p": 0.07143133878707886,
"m": 0.18342624604701996
},
{
"p": 0.07143262028694153,
"m": 0.4950365424156189
},
{
"p": 0.07143077254295349,
"m": 0.6045185923576355
},
{
"p": 0.07142612338066101,
"m": 0.8250923752784729
},
{
"p": 0.07142813503742218,
"m": 0.34668102860450745
},
{
"p": 0.07143265008926392,
"m": 0.8126990795135498
},
{
"p": 0.07143152505159378,
"m": 0.7108590602874756
},
{
"p": 0.07142021507024765,
"m": 0.31622257828712463
},
{
"p": 0.07142898440361023,
"m": 0.5
},
{
"p": 0.07142654061317444,
"m": 0.5
}
]
},
{
"epoch": 13,
"train_loss": 4.167226314544678,
"val_loss": 2.0257370471954346,
"acc": 19.88,
"time": 276.86153236590326,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714254304766655,
"m": 0.5
},
{
"p": 0.07142636924982071,
"m": 0.5
},
{
"p": 0.07142810523509979,
"m": 0.5
},
{
"p": 0.07142521440982819,
"m": 0.664106547832489
},
{
"p": 0.0714309960603714,
"m": 0.1940205693244934
},
{
"p": 0.07142726331949234,
"m": 0.4926427900791168
},
{
"p": 0.07142801582813263,
"m": 0.6115710139274597
},
{
"p": 0.07142949849367142,
"m": 0.8311890959739685
},
{
"p": 0.07142949849367142,
"m": 0.3461337685585022
},
{
"p": 0.0714317187666893,
"m": 0.8027237057685852
},
{
"p": 0.07142803072929382,
"m": 0.7136493921279907
},
{
"p": 0.07143024355173111,
"m": 0.3700641393661499
},
{
"p": 0.07143331319093704,
"m": 0.5
},
{
"p": 0.07142630219459534,
"m": 0.5
}
]
},
{
"epoch": 14,
"train_loss": 4.289216041564941,
"val_loss": 1.9330713748931885,
"acc": 29.82,
"time": 276.4956218149746,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714341476559639,
"m": 0.5
},
{
"p": 0.0714227706193924,
"m": 0.5
},
{
"p": 0.07142987847328186,
"m": 0.5
},
{
"p": 0.07143189758062363,
"m": 0.6727669835090637
},
{
"p": 0.07143332064151764,
"m": 0.20228414237499237
},
{
"p": 0.07143005728721619,
"m": 0.4950617253780365
},
{
"p": 0.07143031060695648,
"m": 0.6192439794540405
},
{
"p": 0.07143181562423706,
"m": 0.837550699710846
},
{
"p": 0.07142265141010284,
"m": 0.34581196308135986
},
{
"p": 0.0714307501912117,
"m": 0.7839827537536621
},
{
"p": 0.07142224907875061,
"m": 0.7193524241447449
},
{
"p": 0.07142701745033264,
"m": 0.42901530861854553
},
{
"p": 0.07143133878707886,
"m": 0.5
},
{
"p": 0.07142175734043121,
"m": 0.5
}
]
},
{
"epoch": 15,
"train_loss": 4.010854244232178,
"val_loss": 1.9209917783737183,
"acc": 32.6,
"time": 275.278167547076,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143037021160126,
"m": 0.5
},
{
"p": 0.07142922282218933,
"m": 0.5
},
{
"p": 0.07142903655767441,
"m": 0.5
},
{
"p": 0.0714300274848938,
"m": 0.6749513149261475
},
{
"p": 0.07142844796180725,
"m": 0.20333580672740936
},
{
"p": 0.07142805308103561,
"m": 0.49645859003067017
},
{
"p": 0.07142837345600128,
"m": 0.6230521202087402
},
{
"p": 0.0714295357465744,
"m": 0.8389666080474854
},
{
"p": 0.07142940908670425,
"m": 0.3450661897659302
},
{
"p": 0.07143472135066986,
"m": 0.7795646786689758
},
{
"p": 0.0714275985956192,
"m": 0.725156843662262
},
{
"p": 0.07142564654350281,
"m": 0.47828564047813416
},
{
"p": 0.0714321956038475,
"m": 0.5
},
{
"p": 0.07141731679439545,
"m": 0.5
}
]
},
{
"epoch": 16,
"train_loss": 4.281249046325684,
"val_loss": 1.9539726972579956,
"acc": 31.19,
"time": 275.4691793930251,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142578065395355,
"m": 0.5
},
{
"p": 0.07142741978168488,
"m": 0.5
},
{
"p": 0.07142996042966843,
"m": 0.5
},
{
"p": 0.07143135368824005,
"m": 0.6802178025245667
},
{
"p": 0.07143142074346542,
"m": 0.20711512863636017
},
{
"p": 0.07142126560211182,
"m": 0.5013315677642822
},
{
"p": 0.07143513113260269,
"m": 0.6273386478424072
},
{
"p": 0.07143153995275497,
"m": 0.839596152305603
},
{
"p": 0.07142455130815506,
"m": 0.3454893231391907
},
{
"p": 0.0714358240365982,
"m": 0.7556922435760498
},
{
"p": 0.07142747938632965,
"m": 0.7291557192802429
},
{
"p": 0.07142961770296097,
"m": 0.5261895060539246
},
{
"p": 0.07143189013004303,
"m": 0.5
},
{
"p": 0.07141678780317307,
"m": 0.5
}
]
},
{
"epoch": 17,
"train_loss": 4.090849876403809,
"val_loss": 1.7857120037078857,
"acc": 36.67,
"time": 274.9130722839618,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143411785364151,
"m": 0.5
},
{
"p": 0.07142778486013412,
"m": 0.5
},
{
"p": 0.0714254304766655,
"m": 0.5
},
{
"p": 0.0714280754327774,
"m": 0.6789042353630066
},
{
"p": 0.07143209874629974,
"m": 0.20595760643482208
},
{
"p": 0.07142718881368637,
"m": 0.500565230846405
},
{
"p": 0.07143067568540573,
"m": 0.6316085457801819
},
{
"p": 0.07143335044384003,
"m": 0.8360404968261719
},
{
"p": 0.07142847031354904,
"m": 0.34888818860054016
},
{
"p": 0.07143358141183853,
"m": 0.7319005727767944
},
{
"p": 0.07142462581396103,
"m": 0.7336781024932861
},
{
"p": 0.07142772525548935,
"m": 0.5716410875320435
},
{
"p": 0.07143067568540573,
"m": 0.5
},
{
"p": 0.07141627371311188,
"m": 0.5
}
]
},
{
"epoch": 18,
"train_loss": 3.7149055004119873,
"val_loss": 1.695261836051941,
"acc": 39.69,
"time": 275.74590069497935,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142871618270874,
"m": 0.5
},
{
"p": 0.07141575217247009,
"m": 0.5
},
{
"p": 0.0714341402053833,
"m": 0.5
},
{
"p": 0.07142800837755203,
"m": 0.6736950874328613
},
{
"p": 0.07143236696720123,
"m": 0.20516660809516907
},
{
"p": 0.07142732292413712,
"m": 0.5100584626197815
},
{
"p": 0.07143224030733109,
"m": 0.6354393362998962
},
{
"p": 0.07143047451972961,
"m": 0.8353105783462524
},
{
"p": 0.071431964635849,
"m": 0.3448076546192169
},
{
"p": 0.07143072783946991,
"m": 0.6930598616600037
},
{
"p": 0.07143770903348923,
"m": 0.735733151435852
},
{
"p": 0.07143322378396988,
"m": 0.6304782032966614
},
{
"p": 0.07142644375562668,
"m": 0.5
},
{
"p": 0.07141086459159851,
"m": 0.5
}
]
},
{
"epoch": 19,
"train_loss": 3.874027729034424,
"val_loss": 1.7609699964523315,
"acc": 37.21,
"time": 276.423948689946,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714295357465744,
"m": 0.5
},
{
"p": 0.07142630219459534,
"m": 0.5
},
{
"p": 0.07142402976751328,
"m": 0.5
},
{
"p": 0.07143118232488632,
"m": 0.658475935459137
},
{
"p": 0.07142937183380127,
"m": 0.19117635488510132
},
{
"p": 0.0714263990521431,
"m": 0.5150972008705139
},
{
"p": 0.07143479585647583,
"m": 0.6373317241668701
},
{
"p": 0.07143288850784302,
"m": 0.833412230014801
},
{
"p": 0.07142739742994308,
"m": 0.3445410430431366
},
{
"p": 0.07143602520227432,
"m": 0.680467426776886
},
{
"p": 0.07142612338066101,
"m": 0.741797149181366
},
{
"p": 0.07143835723400116,
"m": 0.6810578107833862
},
{
"p": 0.0714290589094162,
"m": 0.5
},
{
"p": 0.07140854746103287,
"m": 0.5
}
]
},
{
"epoch": 20,
"train_loss": 3.783597946166992,
"val_loss": 1.6810171604156494,
"acc": 38.48,
"time": 274.6488332110457,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143519073724747,
"m": 0.5
},
{
"p": 0.07142889499664307,
"m": 0.5
},
{
"p": 0.07143138349056244,
"m": 0.5
},
{
"p": 0.0714314803481102,
"m": 0.6549396514892578
},
{
"p": 0.07143209129571915,
"m": 0.1703556776046753
},
{
"p": 0.07143127173185349,
"m": 0.507692277431488
},
{
"p": 0.07143160700798035,
"m": 0.6335245370864868
},
{
"p": 0.07142916321754456,
"m": 0.8314018249511719
},
{
"p": 0.07143264263868332,
"m": 0.3443450629711151
},
{
"p": 0.07142829895019531,
"m": 0.6444627642631531
},
{
"p": 0.07141803205013275,
"m": 0.7382017374038696
},
{
"p": 0.07142223417758942,
"m": 0.7324713468551636
},
{
"p": 0.07143165171146393,
"m": 0.5
},
{
"p": 0.07141601294279099,
"m": 0.5
}
]
},
{
"epoch": 21,
"train_loss": 3.9011735916137695,
"val_loss": 1.7149220705032349,
"acc": 39.98,
"time": 275.8388243980007,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142841815948486,
"m": 0.5
},
{
"p": 0.07141640037298203,
"m": 0.5
},
{
"p": 0.07143519073724747,
"m": 0.5
},
{
"p": 0.07142946869134903,
"m": 0.6376601457595825
},
{
"p": 0.07142762094736099,
"m": 0.15911981463432312
},
{
"p": 0.07143035531044006,
"m": 0.4917229413986206
},
{
"p": 0.07143231481313705,
"m": 0.6372635364532471
},
{
"p": 0.07143165171146393,
"m": 0.8326491713523865
},
{
"p": 0.07143194228410721,
"m": 0.34351930022239685
},
{
"p": 0.07143211364746094,
"m": 0.6470619440078735
},
{
"p": 0.07142963260412216,
"m": 0.7414767146110535
},
{
"p": 0.07142890989780426,
"m": 0.7672543525695801
},
{
"p": 0.0714321881532669,
"m": 0.5
},
{
"p": 0.07141376286745071,
"m": 0.5
}
]
},
{
"epoch": 22,
"train_loss": 3.8698925971984863,
"val_loss": 1.7036598920822144,
"acc": 42.26,
"time": 277.2409354338888,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143078744411469,
"m": 0.5
},
{
"p": 0.07142966240644455,
"m": 0.5
},
{
"p": 0.0714384913444519,
"m": 0.5
},
{
"p": 0.0714314877986908,
"m": 0.6255722641944885
},
{
"p": 0.07143235951662064,
"m": 0.14532260596752167
},
{
"p": 0.07142779231071472,
"m": 0.4837380647659302
},
{
"p": 0.07142679393291473,
"m": 0.6277597546577454
},
{
"p": 0.07143621891736984,
"m": 0.8288204669952393
},
{
"p": 0.0714387521147728,
"m": 0.3486012816429138
},
{
"p": 0.07142373919487,
"m": 0.6393505930900574
},
{
"p": 0.07142414897680283,
"m": 0.749466598033905
},
{
"p": 0.07143156975507736,
"m": 0.7948513031005859
},
{
"p": 0.07141850888729095,
"m": 0.5
},
{
"p": 0.07140970230102539,
"m": 0.5
}
]
},
{
"epoch": 23,
"train_loss": 3.842350482940674,
"val_loss": 1.5955686569213867,
"acc": 42.11,
"time": 274.98923523607664,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143345475196838,
"m": 0.5
},
{
"p": 0.07143338769674301,
"m": 0.5
},
{
"p": 0.0714225172996521,
"m": 0.5
},
{
"p": 0.0714443176984787,
"m": 0.5918846726417542
},
{
"p": 0.07143131643533707,
"m": 0.1360468715429306
},
{
"p": 0.07143014669418335,
"m": 0.4709700644016266
},
{
"p": 0.07142703980207443,
"m": 0.613532304763794
},
{
"p": 0.07143816351890564,
"m": 0.8262296319007874
},
{
"p": 0.07142600417137146,
"m": 0.3485286235809326
},
{
"p": 0.07144174724817276,
"m": 0.639617919921875
},
{
"p": 0.07141531258821487,
"m": 0.7376527786254883
},
{
"p": 0.07143254578113556,
"m": 0.8062915802001953
},
{
"p": 0.07142994552850723,
"m": 0.5
},
{
"p": 0.07139409333467484,
"m": 0.5
}
]
},
{
"epoch": 24,
"train_loss": 3.727576494216919,
"val_loss": 1.6235754489898682,
"acc": 42.88,
"time": 276.32397810090333,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142236083745956,
"m": 0.5
},
{
"p": 0.07143034785985947,
"m": 0.5
},
{
"p": 0.07143344730138779,
"m": 0.5
},
{
"p": 0.0714360922574997,
"m": 0.5747269988059998
},
{
"p": 0.07143528014421463,
"m": 0.12389610707759857
},
{
"p": 0.07142919301986694,
"m": 0.4793471097946167
},
{
"p": 0.07143613696098328,
"m": 0.5960027575492859
},
{
"p": 0.07143720239400864,
"m": 0.8282574415206909
},
{
"p": 0.07142454385757446,
"m": 0.3531029224395752
},
{
"p": 0.07143416255712509,
"m": 0.6276708245277405
},
{
"p": 0.0714200884103775,
"m": 0.7378523945808411
},
{
"p": 0.07142956554889679,
"m": 0.8249607086181641
},
{
"p": 0.07142338901758194,
"m": 0.5
},
{
"p": 0.07140818238258362,
"m": 0.5
}
]
},
{
"epoch": 25,
"train_loss": 3.678807258605957,
"val_loss": 1.6210479736328125,
"acc": 43.54,
"time": 275.0608044490218,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714343935251236,
"m": 0.5
},
{
"p": 0.07141386717557907,
"m": 0.5
},
{
"p": 0.07142442464828491,
"m": 0.5
},
{
"p": 0.07142378389835358,
"m": 0.5822809338569641
},
{
"p": 0.07143308222293854,
"m": 0.14217402040958405
},
{
"p": 0.07143177837133408,
"m": 0.5114306807518005
},
{
"p": 0.07143007218837738,
"m": 0.5847024917602539
},
{
"p": 0.07142818719148636,
"m": 0.832504391670227
},
{
"p": 0.0714438334107399,
"m": 0.35038211941719055
},
{
"p": 0.0714334100484848,
"m": 0.6184749007225037
},
{
"p": 0.07142680883407593,
"m": 0.7325426340103149
},
{
"p": 0.07143771648406982,
"m": 0.8219869136810303
},
{
"p": 0.07144004851579666,
"m": 0.5
},
{
"p": 0.0713985338807106,
"m": 0.5
}
]
},
{
"epoch": 26,
"train_loss": 3.33184814453125,
"val_loss": 1.60650634765625,
"acc": 41.74,
"time": 276.12954912299756,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143133133649826,
"m": 0.5
},
{
"p": 0.071414053440094,
"m": 0.5
},
{
"p": 0.07144361734390259,
"m": 0.5
},
{
"p": 0.07143505662679672,
"m": 0.5716357827186584
},
{
"p": 0.07142771035432816,
"m": 0.11897917836904526
},
{
"p": 0.07141177356243134,
"m": 0.49702751636505127
},
{
"p": 0.0714203342795372,
"m": 0.5685305595397949
},
{
"p": 0.07143506407737732,
"m": 0.8306108117103577
},
{
"p": 0.07142835855484009,
"m": 0.3573794364929199
},
{
"p": 0.07143055647611618,
"m": 0.6648517847061157
},
{
"p": 0.0714448094367981,
"m": 0.7425777912139893
},
{
"p": 0.07142674177885056,
"m": 0.8164113163948059
},
{
"p": 0.07143114507198334,
"m": 0.5
},
{
"p": 0.07141940295696259,
"m": 0.5
}
]
},
{
"epoch": 27,
"train_loss": 3.6845762729644775,
"val_loss": 1.5325888395309448,
"acc": 47.23,
"time": 275.3369681930635,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142961025238037,
"m": 0.5
},
{
"p": 0.07141922414302826,
"m": 0.5
},
{
"p": 0.07143153995275497,
"m": 0.5
},
{
"p": 0.07142125070095062,
"m": 0.5739278197288513
},
{
"p": 0.07143693417310715,
"m": 0.11288602650165558
},
{
"p": 0.07142184674739838,
"m": 0.49344202876091003
},
{
"p": 0.07142125815153122,
"m": 0.5713932514190674
},
{
"p": 0.07142571359872818,
"m": 0.8107491135597229
},
{
"p": 0.07143673300743103,
"m": 0.3608173429965973
},
{
"p": 0.0714419037103653,
"m": 0.6703929305076599
},
{
"p": 0.07143370807170868,
"m": 0.7399582862854004
},
{
"p": 0.07143806666135788,
"m": 0.8189823627471924
},
{
"p": 0.07144036889076233,
"m": 0.5
},
{
"p": 0.07140187174081802,
"m": 0.5
}
]
},
{
"epoch": 28,
"train_loss": 3.6349353790283203,
"val_loss": 1.5514278411865234,
"acc": 45.03,
"time": 276.01601977297105,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.071439228951931,
"m": 0.5
},
{
"p": 0.07143724709749222,
"m": 0.5
},
{
"p": 0.07143326103687286,
"m": 0.5
},
{
"p": 0.07143203914165497,
"m": 0.5595069527626038
},
{
"p": 0.0714302733540535,
"m": 0.1208379864692688
},
{
"p": 0.0714229866862297,
"m": 0.5014845132827759
},
{
"p": 0.07142892479896545,
"m": 0.5780884027481079
},
{
"p": 0.07143252342939377,
"m": 0.7978887557983398
},
{
"p": 0.07143150269985199,
"m": 0.35783126950263977
},
{
"p": 0.07142754644155502,
"m": 0.6977361440658569
},
{
"p": 0.07143618911504745,
"m": 0.7410916090011597
},
{
"p": 0.07142695039510727,
"m": 0.8187537789344788
},
{
"p": 0.07143735885620117,
"m": 0.5
},
{
"p": 0.07138396799564362,
"m": 0.5
}
]
},
{
"epoch": 29,
"train_loss": 3.3469696044921875,
"val_loss": 1.5066571235656738,
"acc": 48.46,
"time": 275.4674813239835,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714268609881401,
"m": 0.5
},
{
"p": 0.07142268866300583,
"m": 0.5
},
{
"p": 0.07143858820199966,
"m": 0.5
},
{
"p": 0.0714344009757042,
"m": 0.5334881544113159
},
{
"p": 0.07143287360668182,
"m": 0.12020988762378693
},
{
"p": 0.07142484933137894,
"m": 0.4845133423805237
},
{
"p": 0.07142955809831619,
"m": 0.5797614455223083
},
{
"p": 0.07142602652311325,
"m": 0.7749137878417969
},
{
"p": 0.07142265886068344,
"m": 0.37185806035995483
},
{
"p": 0.0714370384812355,
"m": 0.6979079246520996
},
{
"p": 0.07144100964069366,
"m": 0.7478898763656616
},
{
"p": 0.07142633944749832,
"m": 0.7643763422966003
},
{
"p": 0.07143674045801163,
"m": 0.5
},
{
"p": 0.07140030711889267,
"m": 0.5
}
]
},
{
"epoch": 30,
"train_loss": 3.2389843463897705,
"val_loss": 1.4547902345657349,
"acc": 48.08,
"time": 275.45078592700884,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142829895019531,
"m": 0.5
},
{
"p": 0.07142738252878189,
"m": 0.5
},
{
"p": 0.07143344730138779,
"m": 0.5
},
{
"p": 0.07143909484148026,
"m": 0.5278322100639343
},
{
"p": 0.07143276929855347,
"m": 0.1167946383357048
},
{
"p": 0.07142531126737595,
"m": 0.5012104511260986
},
{
"p": 0.07142770290374756,
"m": 0.5681685209274292
},
{
"p": 0.07143060863018036,
"m": 0.7912322878837585
},
{
"p": 0.07143456488847733,
"m": 0.3743065297603607
},
{
"p": 0.07143870741128922,
"m": 0.6427724361419678
},
{
"p": 0.07141897082328796,
"m": 0.7522721290588379
},
{
"p": 0.07142380625009537,
"m": 0.8119955658912659
},
{
"p": 0.07142641395330429,
"m": 0.5
},
{
"p": 0.07141295075416565,
"m": 0.5
}
]
},
{
"epoch": 31,
"train_loss": 3.4038217067718506,
"val_loss": 1.6219731569290161,
"acc": 46.05,
"time": 275.4429027090082,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144830375909805,
"m": 0.5
},
{
"p": 0.07143259793519974,
"m": 0.5
},
{
"p": 0.07144352048635483,
"m": 0.5
},
{
"p": 0.07143593579530716,
"m": 0.5615741014480591
},
{
"p": 0.07143080979585648,
"m": 0.12579019367694855
},
{
"p": 0.07143070548772812,
"m": 0.48224127292633057
},
{
"p": 0.07142695784568787,
"m": 0.5747635364532471
},
{
"p": 0.07143313437700272,
"m": 0.7927279472351074
},
{
"p": 0.07141586393117905,
"m": 0.3777816891670227
},
{
"p": 0.0714256688952446,
"m": 0.5935287475585938
},
{
"p": 0.07143484055995941,
"m": 0.7550652027130127
},
{
"p": 0.07142865657806396,
"m": 0.8182848691940308
},
{
"p": 0.07142667472362518,
"m": 0.5
},
{
"p": 0.07138636708259583,
"m": 0.5
}
]
},
{
"epoch": 32,
"train_loss": 3.2188844680786133,
"val_loss": 1.4151921272277832,
"acc": 49.22,
"time": 275.6243252840359,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143952697515488,
"m": 0.5
},
{
"p": 0.07142871618270874,
"m": 0.5
},
{
"p": 0.07142806798219681,
"m": 0.5
},
{
"p": 0.07142959535121918,
"m": 0.5675592422485352
},
{
"p": 0.07144187390804291,
"m": 0.10154532641172409
},
{
"p": 0.0714220330119133,
"m": 0.486335813999176
},
{
"p": 0.07142774015665054,
"m": 0.5551493167877197
},
{
"p": 0.07143107801675797,
"m": 0.801092803478241
},
{
"p": 0.0714268833398819,
"m": 0.36889949440956116
},
{
"p": 0.07144168019294739,
"m": 0.5594269633293152
},
{
"p": 0.07142654061317444,
"m": 0.7471842765808105
},
{
"p": 0.07144007831811905,
"m": 0.8450427651405334
},
{
"p": 0.07144725322723389,
"m": 0.5
},
{
"p": 0.07136891037225723,
"m": 0.5
}
]
},
{
"epoch": 33,
"train_loss": 3.2520911693573,
"val_loss": 1.3289670944213867,
"acc": 50.66,
"time": 275.22097617492545,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143541425466537,
"m": 0.5
},
{
"p": 0.07141261547803879,
"m": 0.5
},
{
"p": 0.07143566012382507,
"m": 0.5
},
{
"p": 0.07143179327249527,
"m": 0.5424110293388367
},
{
"p": 0.07143663614988327,
"m": 0.10172862559556961
},
{
"p": 0.07142172008752823,
"m": 0.494865357875824
},
{
"p": 0.07143959403038025,
"m": 0.5449017882347107
},
{
"p": 0.0714346393942833,
"m": 0.7990016937255859
},
{
"p": 0.07143574208021164,
"m": 0.3750550448894501
},
{
"p": 0.07143347710371017,
"m": 0.6128234267234802
},
{
"p": 0.07142921537160873,
"m": 0.7481724619865417
},
{
"p": 0.07142867147922516,
"m": 0.8238040208816528
},
{
"p": 0.07142424583435059,
"m": 0.5
},
{
"p": 0.07140059024095535,
"m": 0.5
}
]
},
{
"epoch": 34,
"train_loss": 3.604640007019043,
"val_loss": 1.3981397151947021,
"acc": 50.17,
"time": 275.722826651996,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144234329462051,
"m": 0.5
},
{
"p": 0.0714164599776268,
"m": 0.5
},
{
"p": 0.07141800224781036,
"m": 0.5
},
{
"p": 0.07144930213689804,
"m": 0.5469870567321777
},
{
"p": 0.07144293934106827,
"m": 0.10011009126901627
},
{
"p": 0.07142959535121918,
"m": 0.5002174973487854
},
{
"p": 0.07144080847501755,
"m": 0.5430664420127869
},
{
"p": 0.07144048064947128,
"m": 0.7874552607536316
},
{
"p": 0.07143774628639221,
"m": 0.3817847669124603
},
{
"p": 0.07143054902553558,
"m": 0.6122956275939941
},
{
"p": 0.07139309495687485,
"m": 0.764873743057251
},
{
"p": 0.0714171826839447,
"m": 0.8291319012641907
},
{
"p": 0.07143808901309967,
"m": 0.5
},
{
"p": 0.07140342891216278,
"m": 0.5
}
]
},
{
"epoch": 35,
"train_loss": 3.2300124168395996,
"val_loss": 1.3556320667266846,
"acc": 52.41,
"time": 275.72530696203467,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714355930685997,
"m": 0.5
},
{
"p": 0.07143127918243408,
"m": 0.5
},
{
"p": 0.07142526656389236,
"m": 0.5
},
{
"p": 0.07143308222293854,
"m": 0.5438042283058167
},
{
"p": 0.07143248617649078,
"m": 0.10891993343830109
},
{
"p": 0.07142266631126404,
"m": 0.5252274870872498
},
{
"p": 0.07143020629882812,
"m": 0.535743772983551
},
{
"p": 0.07143189013004303,
"m": 0.7938147783279419
},
{
"p": 0.07142599672079086,
"m": 0.3893730640411377
},
{
"p": 0.07143598049879074,
"m": 0.636322557926178
},
{
"p": 0.07143986970186234,
"m": 0.7666218280792236
},
{
"p": 0.07142080366611481,
"m": 0.8264456391334534
},
{
"p": 0.07143022119998932,
"m": 0.5
},
{
"p": 0.07140469551086426,
"m": 0.5
}
]
},
{
"epoch": 36,
"train_loss": 3.2460432052612305,
"val_loss": 1.4396308660507202,
"acc": 51.45,
"time": 276.1465827950742,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07145451009273529,
"m": 0.5
},
{
"p": 0.07142047584056854,
"m": 0.5
},
{
"p": 0.07144854217767715,
"m": 0.5
},
{
"p": 0.07142635434865952,
"m": 0.5606156587600708
},
{
"p": 0.07142075896263123,
"m": 0.12032619118690491
},
{
"p": 0.07142267376184464,
"m": 0.5229362845420837
},
{
"p": 0.07143309712409973,
"m": 0.5488951206207275
},
{
"p": 0.07143106311559677,
"m": 0.7853714227676392
},
{
"p": 0.07142379134893417,
"m": 0.4119398891925812
},
{
"p": 0.07143841683864594,
"m": 0.6683616638183594
},
{
"p": 0.07142839580774307,
"m": 0.7760929465293884
},
{
"p": 0.07143386453390121,
"m": 0.8557787537574768
},
{
"p": 0.07142220437526703,
"m": 0.5
},
{
"p": 0.07139582186937332,
"m": 0.5
}
]
},
{
"epoch": 37,
"train_loss": 3.4074859619140625,
"val_loss": 1.4407587051391602,
"acc": 51.9,
"time": 275.6957652149722,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143446803092957,
"m": 0.5
},
{
"p": 0.07142381370067596,
"m": 0.5
},
{
"p": 0.07143302261829376,
"m": 0.5
},
{
"p": 0.07144364714622498,
"m": 0.4944792687892914
},
{
"p": 0.0714402049779892,
"m": 0.1435806155204773
},
{
"p": 0.07142113149166107,
"m": 0.5021055340766907
},
{
"p": 0.07143691927194595,
"m": 0.5659699440002441
},
{
"p": 0.07143297791481018,
"m": 0.7793397307395935
},
{
"p": 0.07143227010965347,
"m": 0.4491523206233978
},
{
"p": 0.07142716646194458,
"m": 0.6582033634185791
},
{
"p": 0.0714402049779892,
"m": 0.7891684770584106
},
{
"p": 0.07143726944923401,
"m": 0.9928062558174133
},
{
"p": 0.07141205668449402,
"m": 0.5
},
{
"p": 0.07138483226299286,
"m": 0.5
}
]
},
{
"epoch": 38,
"train_loss": 3.3176956176757812,
"val_loss": 1.3582842350006104,
"acc": 51.0,
"time": 276.7235682778992,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142659276723862,
"m": 0.5
},
{
"p": 0.07142388820648193,
"m": 0.5
},
{
"p": 0.07142601162195206,
"m": 0.5
},
{
"p": 0.07142314314842224,
"m": 0.5727211236953735
},
{
"p": 0.07143207639455795,
"m": 0.1494646966457367
},
{
"p": 0.0714203268289566,
"m": 0.49096089601516724
},
{
"p": 0.07142873853445053,
"m": 0.5757642388343811
},
{
"p": 0.07143283635377884,
"m": 0.7872681617736816
},
{
"p": 0.07143492996692657,
"m": 0.46055832505226135
},
{
"p": 0.07143870741128922,
"m": 0.6433199644088745
},
{
"p": 0.07143830507993698,
"m": 0.787409245967865
},
{
"p": 0.07143709063529968,
"m": 0.9757587313652039
},
{
"p": 0.07141739130020142,
"m": 0.5
},
{
"p": 0.07141993939876556,
"m": 0.5
}
]
},
{
"epoch": 39,
"train_loss": 3.2280611991882324,
"val_loss": 1.3727712631225586,
"acc": 52.95,
"time": 276.13318509201054,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714263990521431,
"m": 0.5
},
{
"p": 0.07140827924013138,
"m": 0.5
},
{
"p": 0.07143601775169373,
"m": 0.5
},
{
"p": 0.07144281268119812,
"m": 0.626197099685669
},
{
"p": 0.07142672687768936,
"m": 0.18576104938983917
},
{
"p": 0.0714317038655281,
"m": 0.46800851821899414
},
{
"p": 0.07143013179302216,
"m": 0.586516797542572
},
{
"p": 0.07142096012830734,
"m": 0.7980185151100159
},
{
"p": 0.07142574340105057,
"m": 0.4667210876941681
},
{
"p": 0.07144114375114441,
"m": 0.6316729187965393
},
{
"p": 0.07143468409776688,
"m": 0.7899549007415771
},
{
"p": 0.07143305242061615,
"m": 0.956099271774292
},
{
"p": 0.07143863290548325,
"m": 0.5
},
{
"p": 0.07140369713306427,
"m": 0.5
}
]
},
{
"epoch": 40,
"train_loss": 3.071702480316162,
"val_loss": 1.2724963426589966,
"acc": 55.79,
"time": 275.2207719630096,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142382115125656,
"m": 0.5
},
{
"p": 0.07141426205635071,
"m": 0.5
},
{
"p": 0.07142936438322067,
"m": 0.5
},
{
"p": 0.07143589109182358,
"m": 0.6533775329589844
},
{
"p": 0.07142826169729233,
"m": 0.16594351828098297
},
{
"p": 0.07142362743616104,
"m": 0.478145956993103
},
{
"p": 0.07143767923116684,
"m": 0.6044698357582092
},
{
"p": 0.0714341327548027,
"m": 0.7904964089393616
},
{
"p": 0.07144462317228317,
"m": 0.4771493673324585
},
{
"p": 0.07143566012382507,
"m": 0.6546734571456909
},
{
"p": 0.07142210751771927,
"m": 0.7835210561752319
},
{
"p": 0.07143232971429825,
"m": 0.9409850835800171
},
{
"p": 0.07143742591142654,
"m": 0.5
},
{
"p": 0.07140076160430908,
"m": 0.5
}
]
},
{
"epoch": 41,
"train_loss": 3.573857307434082,
"val_loss": 1.2885745763778687,
"acc": 54.38,
"time": 276.0186629779637,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143648713827133,
"m": 0.5
},
{
"p": 0.07141131907701492,
"m": 0.5
},
{
"p": 0.07141107320785522,
"m": 0.5
},
{
"p": 0.07144417613744736,
"m": 0.6666906476020813
},
{
"p": 0.07142670452594757,
"m": 0.18284249305725098
},
{
"p": 0.07143402844667435,
"m": 0.49787768721580505
},
{
"p": 0.07143756002187729,
"m": 0.6015292406082153
},
{
"p": 0.07142271846532822,
"m": 0.7837505340576172
},
{
"p": 0.07143475115299225,
"m": 0.48667848110198975
},
{
"p": 0.07142197340726852,
"m": 0.606044352054596
},
{
"p": 0.0714445561170578,
"m": 0.8001134991645813
},
{
"p": 0.07143698632717133,
"m": 0.9219676852226257
},
{
"p": 0.0714443102478981,
"m": 0.5
},
{
"p": 0.07139340788125992,
"m": 0.5
}
]
},
{
"epoch": 42,
"train_loss": 2.9952845573425293,
"val_loss": 1.2748783826828003,
"acc": 54.58,
"time": 276.9387136340374,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714384913444519,
"m": 0.5
},
{
"p": 0.0714062750339508,
"m": 0.5
},
{
"p": 0.07144604623317719,
"m": 0.5
},
{
"p": 0.07143703103065491,
"m": 0.7155783176422119
},
{
"p": 0.07142570614814758,
"m": 0.20531564950942993
},
{
"p": 0.07142463326454163,
"m": 0.5140997171401978
},
{
"p": 0.07143083214759827,
"m": 0.6070834994316101
},
{
"p": 0.0714273527264595,
"m": 0.7848929166793823
},
{
"p": 0.07144053280353546,
"m": 0.4941461384296417
},
{
"p": 0.07142887264490128,
"m": 0.6232961416244507
},
{
"p": 0.07142091542482376,
"m": 0.8003727793693542
},
{
"p": 0.0714467316865921,
"m": 0.8763620853424072
},
{
"p": 0.07142674177885056,
"m": 0.5
},
{
"p": 0.07139983028173447,
"m": 0.5
}
]
},
{
"epoch": 43,
"train_loss": 3.083104372024536,
"val_loss": 1.3277089595794678,
"acc": 55.97,
"time": 274.64373852300923,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714232325553894,
"m": 0.5
},
{
"p": 0.07141535729169846,
"m": 0.5
},
{
"p": 0.07144436985254288,
"m": 0.5
},
{
"p": 0.07142692059278488,
"m": 0.7756081819534302
},
{
"p": 0.07143426686525345,
"m": 0.22711466252803802
},
{
"p": 0.07143495976924896,
"m": 0.48813265562057495
},
{
"p": 0.07142951339483261,
"m": 0.6262712478637695
},
{
"p": 0.07142738252878189,
"m": 0.793144941329956
},
{
"p": 0.0714370608329773,
"m": 0.5004837512969971
},
{
"p": 0.07143252342939377,
"m": 0.5999700427055359
},
{
"p": 0.07144378125667572,
"m": 0.8053396344184875
},
{
"p": 0.07143110781908035,
"m": 0.8715744614601135
},
{
"p": 0.07143820077180862,
"m": 0.5
},
{
"p": 0.0713813379406929,
"m": 0.5
}
]
},
{
"epoch": 44,
"train_loss": 3.365917682647705,
"val_loss": 1.3329715728759766,
"acc": 54.15,
"time": 275.7996969280066,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143931835889816,
"m": 0.5
},
{
"p": 0.07142127305269241,
"m": 0.5
},
{
"p": 0.0714416578412056,
"m": 0.5
},
{
"p": 0.07143101096153259,
"m": 0.7535867094993591
},
{
"p": 0.07143117487430573,
"m": 0.1883469671010971
},
{
"p": 0.07142847031354904,
"m": 0.49025171995162964
},
{
"p": 0.071441151201725,
"m": 0.636077880859375
},
{
"p": 0.07142949849367142,
"m": 0.7770497798919678
},
{
"p": 0.07143113762140274,
"m": 0.519292950630188
},
{
"p": 0.07142501324415207,
"m": 0.6744909882545471
},
{
"p": 0.07141163945198059,
"m": 0.7925366163253784
},
{
"p": 0.07141666859388351,
"m": 0.8614351749420166
},
{
"p": 0.07144128531217575,
"m": 0.5
},
{
"p": 0.07141068577766418,
"m": 0.5
}
]
},
{
"epoch": 45,
"train_loss": 3.1566481590270996,
"val_loss": 1.1929386854171753,
"acc": 57.36,
"time": 276.36391398496926,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143072783946991,
"m": 0.5
},
{
"p": 0.07142790406942368,
"m": 0.5
},
{
"p": 0.07144555449485779,
"m": 0.5
},
{
"p": 0.07143106311559677,
"m": 0.7621264457702637
},
{
"p": 0.0714372843503952,
"m": 0.15245704352855682
},
{
"p": 0.07142020016908646,
"m": 0.4582969844341278
},
{
"p": 0.0714254155755043,
"m": 0.6272996664047241
},
{
"p": 0.07143513113260269,
"m": 0.7948384284973145
},
{
"p": 0.07143016904592514,
"m": 0.5286960005760193
},
{
"p": 0.07143031060695648,
"m": 0.6732605695724487
},
{
"p": 0.07142368704080582,
"m": 0.7846826910972595
},
{
"p": 0.07144477218389511,
"m": 0.8419782519340515
},
{
"p": 0.07143677771091461,
"m": 0.5
},
{
"p": 0.07138099521398544,
"m": 0.5
}
]
},
{
"epoch": 46,
"train_loss": 3.1440749168395996,
"val_loss": 1.2185955047607422,
"acc": 54.56,
"time": 276.9214900819352,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143813371658325,
"m": 0.5
},
{
"p": 0.07142134010791779,
"m": 0.5
},
{
"p": 0.0714658796787262,
"m": 0.5
},
{
"p": 0.07145030051469803,
"m": 0.8257223963737488
},
{
"p": 0.07143169641494751,
"m": 0.10400804877281189
},
{
"p": 0.07141401618719101,
"m": 0.4621797800064087
},
{
"p": 0.07141062617301941,
"m": 0.6629285216331482
},
{
"p": 0.07140850275754929,
"m": 0.8069711923599243
},
{
"p": 0.07141891121864319,
"m": 0.5385743975639343
},
{
"p": 0.0714399516582489,
"m": 0.66475909948349
},
{
"p": 0.07143807411193848,
"m": 0.7913001775741577
},
{
"p": 0.07141613960266113,
"m": 0.8589320778846741
},
{
"p": 0.07144254446029663,
"m": 0.5
},
{
"p": 0.0714038610458374,
"m": 0.5
}
]
},
{
"epoch": 47,
"train_loss": 2.9067647457122803,
"val_loss": 1.2923613786697388,
"acc": 56.24,
"time": 276.6811056029983,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07145124673843384,
"m": 0.5
},
{
"p": 0.0714137852191925,
"m": 0.5
},
{
"p": 0.0714263767004013,
"m": 0.5
},
{
"p": 0.07141179591417313,
"m": 0.7891992926597595
},
{
"p": 0.07142382115125656,
"m": 0.18901196122169495
},
{
"p": 0.07141972333192825,
"m": 0.1462084949016571
},
{
"p": 0.07143504917621613,
"m": 0.688682496547699
},
{
"p": 0.07142935693264008,
"m": 0.6733319759368896
},
{
"p": 0.07142612338066101,
"m": 0.5635548830032349
},
{
"p": 0.07141315937042236,
"m": 0.6986501216888428
},
{
"p": 0.07145217806100845,
"m": 0.6890882849693298
},
{
"p": 0.07145919650793076,
"m": 0.7649863362312317
},
{
"p": 0.07142471522092819,
"m": 0.5
},
{
"p": 0.07141343504190445,
"m": 0.5
}
]
},
{
"epoch": 48,
"train_loss": 2.8034167289733887,
"val_loss": 1.196207046508789,
"acc": 57.21,
"time": 277.1964580429485,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144758850336075,
"m": 0.5
},
{
"p": 0.0714147686958313,
"m": 0.5
},
{
"p": 0.07143237441778183,
"m": 0.5
},
{
"p": 0.07140874862670898,
"m": 0.7438498735427856
},
{
"p": 0.07143397629261017,
"m": 0.1590220034122467
},
{
"p": 0.0714275911450386,
"m": 0.15038752555847168
},
{
"p": 0.07142338901758194,
"m": 0.6820939183235168
},
{
"p": 0.07143394649028778,
"m": 0.6910446882247925
},
{
"p": 0.07141804695129395,
"m": 0.5710089206695557
},
{
"p": 0.07143046706914902,
"m": 0.7064104676246643
},
{
"p": 0.07142145931720734,
"m": 0.6996740102767944
},
{
"p": 0.07146003842353821,
"m": 0.7823607325553894
},
{
"p": 0.07145089656114578,
"m": 0.5
},
{
"p": 0.07139669358730316,
"m": 0.5
}
]
},
{
"epoch": 49,
"train_loss": 2.655090570449829,
"val_loss": 1.1877766847610474,
"acc": 57.37,
"time": 275.7825772250071,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143445312976837,
"m": 0.5
},
{
"p": 0.07142667472362518,
"m": 0.5
},
{
"p": 0.07144048064947128,
"m": 0.5
},
{
"p": 0.071441650390625,
"m": 0.7907199859619141
},
{
"p": 0.07142125815153122,
"m": 0.11273013800382614
},
{
"p": 0.07142364233732224,
"m": 0.1560790240764618
},
{
"p": 0.07142907381057739,
"m": 0.7131751179695129
},
{
"p": 0.07142917066812515,
"m": 0.7328112125396729
},
{
"p": 0.07143015414476395,
"m": 0.5781376957893372
},
{
"p": 0.07144652307033539,
"m": 0.7465671300888062
},
{
"p": 0.07142070680856705,
"m": 0.6973288655281067
},
{
"p": 0.07144419848918915,
"m": 0.8143991231918335
},
{
"p": 0.07142000645399094,
"m": 0.5
},
{
"p": 0.0713920146226883,
"m": 0.5
}
]
},
{
"epoch": 50,
"train_loss": 2.7535572052001953,
"val_loss": 1.2023580074310303,
"acc": 56.66,
"time": 276.7508668330265,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714387521147728,
"m": 0.5
},
{
"p": 0.07142134755849838,
"m": 0.5
},
{
"p": 0.07142042368650436,
"m": 0.5
},
{
"p": 0.07143688946962357,
"m": 0.8503894209861755
},
{
"p": 0.07142464071512222,
"m": 0.17148828506469727
},
{
"p": 0.07142555713653564,
"m": 0.14866594970226288
},
{
"p": 0.07142283767461777,
"m": 0.7702087759971619
},
{
"p": 0.07142361998558044,
"m": 0.7659161686897278
},
{
"p": 0.07141491025686264,
"m": 0.5802890658378601
},
{
"p": 0.07143621891736984,
"m": 0.7601839900016785
},
{
"p": 0.0714448094367981,
"m": 0.7226743102073669
},
{
"p": 0.07144784182310104,
"m": 0.8530564308166504
},
{
"p": 0.07144897431135178,
"m": 0.5
},
{
"p": 0.07139313966035843,
"m": 0.5
}
]
},
{
"epoch": 51,
"train_loss": 2.945101737976074,
"val_loss": 1.2180145978927612,
"acc": 58.13,
"time": 275.98121152294334,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142101228237152,
"m": 0.5
},
{
"p": 0.07141517102718353,
"m": 0.5
},
{
"p": 0.07143799960613251,
"m": 0.5
},
{
"p": 0.07143569737672806,
"m": 0.9077228903770447
},
{
"p": 0.07142423093318939,
"m": 0.23447227478027344
},
{
"p": 0.07142399996519089,
"m": 0.15130329132080078
},
{
"p": 0.07142374664545059,
"m": 0.7734181880950928
},
{
"p": 0.07142820209264755,
"m": 0.7316511869430542
},
{
"p": 0.07142937183380127,
"m": 0.5818914175033569
},
{
"p": 0.07143048197031021,
"m": 0.7686891555786133
},
{
"p": 0.07148289680480957,
"m": 0.7264317274093628
},
{
"p": 0.07142411172389984,
"m": 0.8490487933158875
},
{
"p": 0.07143917679786682,
"m": 0.5
},
{
"p": 0.07138388603925705,
"m": 0.5
}
]
},
{
"epoch": 52,
"train_loss": 2.4605038166046143,
"val_loss": 1.1678612232208252,
"acc": 57.68,
"time": 276.56890322000254,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143997400999069,
"m": 0.5
},
{
"p": 0.07139718532562256,
"m": 0.5
},
{
"p": 0.07144256681203842,
"m": 0.5
},
{
"p": 0.07143326848745346,
"m": 0.8920445442199707
},
{
"p": 0.07142199575901031,
"m": 0.23045988380908966
},
{
"p": 0.07143600285053253,
"m": 0.1465335339307785
},
{
"p": 0.07142841070890427,
"m": 0.7719957828521729
},
{
"p": 0.07142597436904907,
"m": 0.7675620913505554
},
{
"p": 0.07143019139766693,
"m": 0.5827568173408508
},
{
"p": 0.07143735885620117,
"m": 0.763013482093811
},
{
"p": 0.07143990695476532,
"m": 0.7156111598014832
},
{
"p": 0.07144184410572052,
"m": 0.8623083829879761
},
{
"p": 0.07143012434244156,
"m": 0.5
},
{
"p": 0.07139520347118378,
"m": 0.5
}
]
},
{
"epoch": 53,
"train_loss": 2.9910504817962646,
"val_loss": 1.1210795640945435,
"acc": 59.3,
"time": 276.1462158020586,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714346319437027,
"m": 0.5
},
{
"p": 0.07140226662158966,
"m": 0.5
},
{
"p": 0.07143978029489517,
"m": 0.5
},
{
"p": 0.0714380219578743,
"m": 0.9245250225067139
},
{
"p": 0.07142373919487,
"m": 0.2626096308231354
},
{
"p": 0.07144801318645477,
"m": 0.15230792760849
},
{
"p": 0.0714220181107521,
"m": 0.7934126257896423
},
{
"p": 0.07142502069473267,
"m": 0.793773353099823
},
{
"p": 0.07141611725091934,
"m": 0.6018509864807129
},
{
"p": 0.07143240422010422,
"m": 0.7445553541183472
},
{
"p": 0.07145234197378159,
"m": 0.7314123511314392
},
{
"p": 0.07145002484321594,
"m": 0.8847627639770508
},
{
"p": 0.07143610715866089,
"m": 0.5
},
{
"p": 0.07137953490018845,
"m": 0.5
}
]
},
{
"epoch": 54,
"train_loss": 2.677887201309204,
"val_loss": 1.0917081832885742,
"acc": 59.93,
"time": 275.72204991604667,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143627107143402,
"m": 0.5
},
{
"p": 0.0714205652475357,
"m": 0.5
},
{
"p": 0.07144071161746979,
"m": 0.5
},
{
"p": 0.07143206149339676,
"m": 0.8874243497848511
},
{
"p": 0.0714375302195549,
"m": 0.3390662968158722
},
{
"p": 0.07142304629087448,
"m": 0.14918525516986847
},
{
"p": 0.07143919169902802,
"m": 0.8153834939002991
},
{
"p": 0.0714331790804863,
"m": 0.8186731934547424
},
{
"p": 0.07142394036054611,
"m": 0.6121237874031067
},
{
"p": 0.0714319497346878,
"m": 0.7415457963943481
},
{
"p": 0.07143217325210571,
"m": 0.7406863570213318
},
{
"p": 0.07145018875598907,
"m": 0.9441647529602051
},
{
"p": 0.0714346393942833,
"m": 0.5
},
{
"p": 0.07136447727680206,
"m": 0.5
}
]
},
{
"epoch": 55,
"train_loss": 2.792468547821045,
"val_loss": 1.1119935512542725,
"acc": 58.71,
"time": 276.7208730489947,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143871486186981,
"m": 0.5
},
{
"p": 0.07142411172389984,
"m": 0.5
},
{
"p": 0.07145080715417862,
"m": 0.5
},
{
"p": 0.0714205950498581,
"m": 0.9151199460029602
},
{
"p": 0.07142835110425949,
"m": 0.3113374412059784
},
{
"p": 0.07142551243305206,
"m": 0.14838121831417084
},
{
"p": 0.07143092900514603,
"m": 0.8008198142051697
},
{
"p": 0.07142162322998047,
"m": 0.8183681964874268
},
{
"p": 0.07142914831638336,
"m": 0.611302375793457
},
{
"p": 0.07143598794937134,
"m": 0.7871196269989014
},
{
"p": 0.07142645865678787,
"m": 0.7582117319107056
},
{
"p": 0.07145985215902328,
"m": 0.9364832639694214
},
{
"p": 0.07143627852201462,
"m": 0.5
},
{
"p": 0.0713716596364975,
"m": 0.5
}
]
},
{
"epoch": 56,
"train_loss": 2.996893882751465,
"val_loss": 1.0942943096160889,
"acc": 59.1,
"time": 276.8931607349077,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144681364297867,
"m": 0.5
},
{
"p": 0.07140392065048218,
"m": 0.5
},
{
"p": 0.07143574953079224,
"m": 0.5
},
{
"p": 0.07146404683589935,
"m": 0.9799147248268127
},
{
"p": 0.07141854614019394,
"m": 0.3283134996891022
},
{
"p": 0.07142570614814758,
"m": 0.15549421310424805
},
{
"p": 0.07141599804162979,
"m": 0.8394914269447327
},
{
"p": 0.07142569869756699,
"m": 0.8254762887954712
},
{
"p": 0.07144565135240555,
"m": 0.6255723237991333
},
{
"p": 0.07142290472984314,
"m": 0.7635183930397034
},
{
"p": 0.0714198425412178,
"m": 0.7504294514656067
},
{
"p": 0.07144918292760849,
"m": 0.9485994577407837
},
{
"p": 0.0714586153626442,
"m": 0.5
},
{
"p": 0.07136731594800949,
"m": 0.5
}
]
},
{
"epoch": 57,
"train_loss": 2.779653787612915,
"val_loss": 1.1124271154403687,
"acc": 60.37,
"time": 275.50937505404,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143792510032654,
"m": 0.5
},
{
"p": 0.07139681279659271,
"m": 0.5
},
{
"p": 0.07144463807344437,
"m": 0.5
},
{
"p": 0.0714273601770401,
"m": 0.9921489357948303
},
{
"p": 0.07143189758062363,
"m": 0.3636537492275238
},
{
"p": 0.07142158597707748,
"m": 0.15846410393714905
},
{
"p": 0.07143201678991318,
"m": 0.8462610840797424
},
{
"p": 0.0714108943939209,
"m": 0.8578307628631592
},
{
"p": 0.07144173234701157,
"m": 0.6402216553688049
},
{
"p": 0.07142756134271622,
"m": 0.7198485732078552
},
{
"p": 0.071468286216259,
"m": 0.7549113631248474
},
{
"p": 0.07142919301986694,
"m": 0.9700592756271362
},
{
"p": 0.07144691795110703,
"m": 0.5
},
{
"p": 0.07138318568468094,
"m": 0.5
}
]
},
{
"epoch": 58,
"train_loss": 2.8550920486450195,
"val_loss": 1.1345841884613037,
"acc": 58.45,
"time": 275.1045867590001,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144186645746231,
"m": 0.5
},
{
"p": 0.0714327022433281,
"m": 0.5
},
{
"p": 0.07149390131235123,
"m": 0.5
},
{
"p": 0.07142524421215057,
"m": 1.0
},
{
"p": 0.07143134623765945,
"m": 0.4316481947898865
},
{
"p": 0.07141020894050598,
"m": 0.15621429681777954
},
{
"p": 0.07142435014247894,
"m": 0.8383767008781433
},
{
"p": 0.07143403589725494,
"m": 0.9343322515487671
},
{
"p": 0.07143781334161758,
"m": 0.6424948573112488
},
{
"p": 0.071452796459198,
"m": 0.7407071590423584
},
{
"p": 0.07142235338687897,
"m": 0.7390880584716797
},
{
"p": 0.07140421867370605,
"m": 0.9899804592132568
},
{
"p": 0.07146041095256805,
"m": 0.5
},
{
"p": 0.07132872939109802,
"m": 0.5
}
]
},
{
"epoch": 59,
"train_loss": 2.9654793739318848,
"val_loss": 1.1640805006027222,
"acc": 60.75,
"time": 275.6381577270804,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144679874181747,
"m": 0.5
},
{
"p": 0.07142146676778793,
"m": 0.5
},
{
"p": 0.07145718485116959,
"m": 0.5
},
{
"p": 0.07143324613571167,
"m": 0.9886385798454285
},
{
"p": 0.07142286747694016,
"m": 0.3972173035144806
},
{
"p": 0.07143715769052505,
"m": 0.18483005464076996
},
{
"p": 0.07142753154039383,
"m": 0.8634195923805237
},
{
"p": 0.07142598927021027,
"m": 0.9884936213493347
},
{
"p": 0.0714477002620697,
"m": 0.6384435892105103
},
{
"p": 0.07141878455877304,
"m": 0.675450325012207
},
{
"p": 0.07143372297286987,
"m": 0.724795401096344
},
{
"p": 0.07144267112016678,
"m": 0.9869799017906189
},
{
"p": 0.07143224030733109,
"m": 0.5
},
{
"p": 0.07135260850191116,
"m": 0.5
}
]
},
{
"epoch": 60,
"train_loss": 2.993238925933838,
"val_loss": 1.18359375,
"acc": 60.95,
"time": 275.83910188102163,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07145474851131439,
"m": 0.5
},
{
"p": 0.0713903158903122,
"m": 0.5
},
{
"p": 0.07143939286470413,
"m": 0.5
},
{
"p": 0.07139313966035843,
"m": 0.969799816608429
},
{
"p": 0.07144353538751602,
"m": 0.40653863549232483
},
{
"p": 0.07143709808588028,
"m": 0.18431688845157623
},
{
"p": 0.07144303619861603,
"m": 0.870640754699707
},
{
"p": 0.07143452763557434,
"m": 0.9464583992958069
},
{
"p": 0.07144816964864731,
"m": 0.6579328179359436
},
{
"p": 0.0714319571852684,
"m": 0.664776623249054
},
{
"p": 0.07143522799015045,
"m": 0.7399660348892212
},
{
"p": 0.07144549489021301,
"m": 1.0
},
{
"p": 0.07143666595220566,
"m": 0.5
},
{
"p": 0.07136666029691696,
"m": 0.5
}
]
},
{
"epoch": 61,
"train_loss": 2.8648059368133545,
"val_loss": 1.1355780363082886,
"acc": 60.58,
"time": 276.0769390130881,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07145451009273529,
"m": 0.5
},
{
"p": 0.0714101567864418,
"m": 0.5
},
{
"p": 0.07142496109008789,
"m": 0.5
},
{
"p": 0.07143939286470413,
"m": 0.956795334815979
},
{
"p": 0.07142854481935501,
"m": 0.43841952085494995
},
{
"p": 0.07141830772161484,
"m": 0.1882108598947525
},
{
"p": 0.07142265141010284,
"m": 0.86198490858078
},
{
"p": 0.07142601162195206,
"m": 0.9526192545890808
},
{
"p": 0.0714268684387207,
"m": 0.6678813695907593
},
{
"p": 0.07146932929754257,
"m": 0.6822255253791809
},
{
"p": 0.0714467242360115,
"m": 0.7399614453315735
},
{
"p": 0.0714542344212532,
"m": 0.9663194417953491
},
{
"p": 0.07143903523683548,
"m": 0.5
},
{
"p": 0.07133931666612625,
"m": 0.5
}
]
},
{
"epoch": 62,
"train_loss": 2.8392882347106934,
"val_loss": 1.055983304977417,
"acc": 59.62,
"time": 275.4655238609994,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714120864868164,
"m": 0.5
},
{
"p": 0.07139784842729568,
"m": 0.5
},
{
"p": 0.07146613299846649,
"m": 0.5
},
{
"p": 0.07140350341796875,
"m": 0.995067298412323
},
{
"p": 0.07144005596637726,
"m": 0.3640761971473694
},
{
"p": 0.07144752889871597,
"m": 0.18480540812015533
},
{
"p": 0.07144732028245926,
"m": 0.8329601287841797
},
{
"p": 0.0714268758893013,
"m": 0.9444831013679504
},
{
"p": 0.07144113630056381,
"m": 0.6695483326911926
},
{
"p": 0.0714244693517685,
"m": 0.6578986644744873
},
{
"p": 0.071416474878788,
"m": 0.7346229553222656
},
{
"p": 0.07143460214138031,
"m": 0.9773907661437988
},
{
"p": 0.07145407795906067,
"m": 0.5
},
{
"p": 0.07138790190219879,
"m": 0.5
}
]
},
{
"epoch": 63,
"train_loss": 2.3440892696380615,
"val_loss": 1.1731852293014526,
"acc": 61.37,
"time": 276.19420753698796,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144854962825775,
"m": 0.5
},
{
"p": 0.07140617817640305,
"m": 0.5
},
{
"p": 0.07143810391426086,
"m": 0.5
},
{
"p": 0.07143868505954742,
"m": 0.9422246813774109
},
{
"p": 0.07141508907079697,
"m": 0.4177791476249695
},
{
"p": 0.07141657918691635,
"m": 0.19441793859004974
},
{
"p": 0.07143942266702652,
"m": 0.8060242533683777
},
{
"p": 0.07142604142427444,
"m": 0.9152222871780396
},
{
"p": 0.07142797112464905,
"m": 0.6561774015426636
},
{
"p": 0.07143701612949371,
"m": 0.7584120631217957
},
{
"p": 0.07143504172563553,
"m": 0.7130828499794006
},
{
"p": 0.07142961025238037,
"m": 0.9835829138755798
},
{
"p": 0.07146873325109482,
"m": 0.5
},
{
"p": 0.07137294113636017,
"m": 0.5
}
]
},
{
"epoch": 64,
"train_loss": 2.5933589935302734,
"val_loss": 1.1342995166778564,
"acc": 61.44,
"time": 275.687817714992,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143329083919525,
"m": 0.5
},
{
"p": 0.0714024007320404,
"m": 0.5
},
{
"p": 0.07149585336446762,
"m": 0.5
},
{
"p": 0.07145024836063385,
"m": 0.9475054740905762
},
{
"p": 0.07139626145362854,
"m": 0.4035811424255371
},
{
"p": 0.07142225652933121,
"m": 0.1858239471912384
},
{
"p": 0.07143250107765198,
"m": 0.8645490407943726
},
{
"p": 0.07139822840690613,
"m": 0.8845525979995728
},
{
"p": 0.07139971107244492,
"m": 0.6699154376983643
},
{
"p": 0.07142798602581024,
"m": 0.7918444871902466
},
{
"p": 0.07142079621553421,
"m": 0.7500970959663391
},
{
"p": 0.07153426110744476,
"m": 0.9963856339454651
},
{
"p": 0.07143240422010422,
"m": 0.5
},
{
"p": 0.07135384529829025,
"m": 0.5
}
]
},
{
"epoch": 65,
"train_loss": 2.6844794750213623,
"val_loss": 1.145068883895874,
"acc": 59.88,
"time": 275.3904062769143,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07145435363054276,
"m": 0.5
},
{
"p": 0.07141149789094925,
"m": 0.5
},
{
"p": 0.07144526392221451,
"m": 0.5
},
{
"p": 0.071427121758461,
"m": 0.9957021474838257
},
{
"p": 0.07144670933485031,
"m": 0.39541149139404297
},
{
"p": 0.07143661379814148,
"m": 0.18301869928836823
},
{
"p": 0.07142429053783417,
"m": 0.8510584235191345
},
{
"p": 0.0714367926120758,
"m": 0.9634345769882202
},
{
"p": 0.07140781730413437,
"m": 0.6741684079170227
},
{
"p": 0.07142873108386993,
"m": 0.8269786238670349
},
{
"p": 0.07140300422906876,
"m": 0.7255202531814575
},
{
"p": 0.07146389782428741,
"m": 0.9922009706497192
},
{
"p": 0.07147281616926193,
"m": 0.5
},
{
"p": 0.07134108990430832,
"m": 0.5
}
]
},
{
"epoch": 66,
"train_loss": 2.643622636795044,
"val_loss": 1.1628068685531616,
"acc": 61.21,
"time": 274.7068288199371,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143926620483398,
"m": 0.5
},
{
"p": 0.0714118480682373,
"m": 0.5
},
{
"p": 0.07144108414649963,
"m": 0.5
},
{
"p": 0.07141274958848953,
"m": 0.9981562495231628
},
{
"p": 0.07143908739089966,
"m": 0.45109784603118896
},
{
"p": 0.07142707705497742,
"m": 0.17931577563285828
},
{
"p": 0.0714210793375969,
"m": 0.8839583396911621
},
{
"p": 0.07141447067260742,
"m": 0.9883009791374207
},
{
"p": 0.07146403193473816,
"m": 0.660834014415741
},
{
"p": 0.07146769016981125,
"m": 0.7589611411094666
},
{
"p": 0.07144682109355927,
"m": 0.7531262636184692
},
{
"p": 0.07141607254743576,
"m": 0.9703449606895447
},
{
"p": 0.07142914831638336,
"m": 0.5
},
{
"p": 0.07136955112218857,
"m": 0.5
}
]
},
{
"epoch": 67,
"train_loss": 2.6278958320617676,
"val_loss": 1.1313161849975586,
"acc": 60.81,
"time": 275.00650941289496,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714421346783638,
"m": 0.5
},
{
"p": 0.07139477133750916,
"m": 0.5
},
{
"p": 0.07143758237361908,
"m": 0.5
},
{
"p": 0.07141779363155365,
"m": 0.9731181263923645
},
{
"p": 0.0714319571852684,
"m": 0.5318126678466797
},
{
"p": 0.07145513594150543,
"m": 0.20244775712490082
},
{
"p": 0.0714382603764534,
"m": 0.8473508358001709
},
{
"p": 0.07143231481313705,
"m": 0.9383506178855896
},
{
"p": 0.07143038511276245,
"m": 0.673748791217804
},
{
"p": 0.0714401975274086,
"m": 0.8745697736740112
},
{
"p": 0.07142888754606247,
"m": 0.7618440985679626
},
{
"p": 0.07143737375736237,
"m": 1.0
},
{
"p": 0.0714341327548027,
"m": 0.5
},
{
"p": 0.07137902081012726,
"m": 0.5
}
]
},
{
"epoch": 68,
"train_loss": 2.6435723304748535,
"val_loss": 0.9851223826408386,
"acc": 62.03,
"time": 276.0653696609661,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0714738517999649,
"m": 0.5
},
{
"p": 0.07142193615436554,
"m": 0.5
},
{
"p": 0.07139293849468231,
"m": 0.5
},
{
"p": 0.0714520514011383,
"m": 0.9791266322135925
},
{
"p": 0.07140985876321793,
"m": 0.5803771615028381
},
{
"p": 0.07143090665340424,
"m": 0.19580751657485962
},
{
"p": 0.07144580036401749,
"m": 0.8393592834472656
},
{
"p": 0.07141801714897156,
"m": 0.9976562857627869
},
{
"p": 0.07144729793071747,
"m": 0.68375563621521
},
{
"p": 0.07142958790063858,
"m": 0.9041866064071655
},
{
"p": 0.07140567898750305,
"m": 0.7711725831031799
},
{
"p": 0.07147601246833801,
"m": 0.9689443111419678
},
{
"p": 0.07144082337617874,
"m": 0.5
},
{
"p": 0.07135527580976486,
"m": 0.5
}
]
},
{
"epoch": 69,
"train_loss": 2.5115113258361816,
"val_loss": 1.1101372241973877,
"acc": 61.3,
"time": 277.66690769500565,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07140115648508072,
"m": 0.5
},
{
"p": 0.07143015414476395,
"m": 0.5
},
{
"p": 0.07141724228858948,
"m": 0.5
},
{
"p": 0.07142899930477142,
"m": 0.9609317183494568
},
{
"p": 0.07140124589204788,
"m": 0.5428662300109863
},
{
"p": 0.07145751267671585,
"m": 0.2163373827934265
},
{
"p": 0.07142750173807144,
"m": 0.9163971543312073
},
{
"p": 0.07144176959991455,
"m": 0.9383143782615662
},
{
"p": 0.07142297178506851,
"m": 0.6809164881706238
},
{
"p": 0.0714353695511818,
"m": 0.8731249570846558
},
{
"p": 0.07144854962825775,
"m": 0.760111391544342
},
{
"p": 0.07144065946340561,
"m": 0.989822268486023
},
{
"p": 0.07139673084020615,
"m": 0.5
},
{
"p": 0.07145009189844131,
"m": 0.5
}
]
},
{
"epoch": 70,
"train_loss": 2.685666561126709,
"val_loss": 1.1065424680709839,
"acc": 61.59,
"time": 276.661743656965,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07146207988262177,
"m": 0.5
},
{
"p": 0.07140597701072693,
"m": 0.5
},
{
"p": 0.07141447067260742,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.9414657354354858
},
{
"p": 0.07140696048736572,
"m": 0.5546658635139465
},
{
"p": 0.0714287981390953,
"m": 0.20465093851089478
},
{
"p": 0.07141514122486115,
"m": 0.8913716077804565
},
{
"p": 0.07143199443817139,
"m": 0.9785022139549255
},
{
"p": 0.07142158597707748,
"m": 0.6874935030937195
},
{
"p": 0.07145189493894577,
"m": 0.7940027117729187
},
{
"p": 0.07146228104829788,
"m": 0.7682422399520874
},
{
"p": 0.07144170999526978,
"m": 0.9468883275985718
},
{
"p": 0.07144767045974731,
"m": 0.5
},
{
"p": 0.07138087600469589,
"m": 0.5
}
]
},
{
"epoch": 71,
"train_loss": 2.6740798950195312,
"val_loss": 1.0750737190246582,
"acc": 61.14,
"time": 276.67617797502317,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143960148096085,
"m": 0.5
},
{
"p": 0.07140199095010757,
"m": 0.5
},
{
"p": 0.07140979170799255,
"m": 0.5
},
{
"p": 0.07143361866474152,
"m": 0.8340451717376709
},
{
"p": 0.07142040878534317,
"m": 0.6098591089248657
},
{
"p": 0.07142675668001175,
"m": 0.24304817616939545
},
{
"p": 0.07146108895540237,
"m": 0.9142481088638306
},
{
"p": 0.07142121344804764,
"m": 0.9791344404220581
},
{
"p": 0.07145549356937408,
"m": 0.6982010006904602
},
{
"p": 0.0714283362030983,
"m": 0.7524070143699646
},
{
"p": 0.07143644988536835,
"m": 0.7876294255256653
},
{
"p": 0.07143401354551315,
"m": 0.9991708397865295
},
{
"p": 0.07149685174226761,
"m": 0.5
},
{
"p": 0.07133441418409348,
"m": 0.5
}
]
},
{
"epoch": 72,
"train_loss": 2.4328413009643555,
"val_loss": 1.0530486106872559,
"acc": 62.17,
"time": 275.6064616770018,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143305987119675,
"m": 0.5
},
{
"p": 0.07137616723775864,
"m": 0.5
},
{
"p": 0.07144975662231445,
"m": 0.5
},
{
"p": 0.07147004455327988,
"m": 0.8552219271659851
},
{
"p": 0.07141832262277603,
"m": 0.6650188565254211
},
{
"p": 0.07141242176294327,
"m": 0.2408389300107956
},
{
"p": 0.07144450396299362,
"m": 0.8835772275924683
},
{
"p": 0.07143032550811768,
"m": 0.9767511487007141
},
{
"p": 0.07145606726408005,
"m": 0.6874659657478333
},
{
"p": 0.07146371901035309,
"m": 0.7483230233192444
},
{
"p": 0.07147226482629776,
"m": 0.7999674677848816
},
{
"p": 0.07141488790512085,
"m": 0.9819610118865967
},
{
"p": 0.07140904664993286,
"m": 0.5
},
{
"p": 0.07134935259819031,
"m": 0.5
}
]
},
{
"epoch": 73,
"train_loss": 2.837415933609009,
"val_loss": 1.0648987293243408,
"acc": 63.26,
"time": 275.7392350230366,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144924998283386,
"m": 0.5
},
{
"p": 0.0714045986533165,
"m": 0.5
},
{
"p": 0.0714573785662651,
"m": 0.5
},
{
"p": 0.07143230736255646,
"m": 0.8647387027740479
},
{
"p": 0.07141385227441788,
"m": 0.6614434123039246
},
{
"p": 0.07141906768083572,
"m": 0.28059524297714233
},
{
"p": 0.07143022865056992,
"m": 0.8525823950767517
},
{
"p": 0.07142701745033264,
"m": 0.9972483515739441
},
{
"p": 0.07142726331949234,
"m": 0.6891061067581177
},
{
"p": 0.07145337015390396,
"m": 0.8494988679885864
},
{
"p": 0.07142368704080582,
"m": 0.7974141240119934
},
{
"p": 0.0714258924126625,
"m": 0.9518300890922546
},
{
"p": 0.0714544802904129,
"m": 0.5
},
{
"p": 0.0713815838098526,
"m": 0.5
}
]
},
{
"epoch": 74,
"train_loss": 2.5544185638427734,
"val_loss": 1.072314739227295,
"acc": 62.13,
"time": 276.0930357009638,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07141590863466263,
"m": 0.5
},
{
"p": 0.0714009627699852,
"m": 0.5
},
{
"p": 0.07141835987567902,
"m": 0.5
},
{
"p": 0.07144982367753983,
"m": 0.8643279075622559
},
{
"p": 0.07141575962305069,
"m": 0.6628224849700928
},
{
"p": 0.07143425196409225,
"m": 0.2986360192298889
},
{
"p": 0.0714404359459877,
"m": 0.8045905232429504
},
{
"p": 0.07139457762241364,
"m": 0.9769701957702637
},
{
"p": 0.07141934335231781,
"m": 0.7011135220527649
},
{
"p": 0.0714421272277832,
"m": 0.7743209004402161
},
{
"p": 0.07149582356214523,
"m": 0.8052938580513
},
{
"p": 0.07148019969463348,
"m": 1.0
},
{
"p": 0.07144296914339066,
"m": 0.5
},
{
"p": 0.07134948670864105,
"m": 0.5
}
]
},
{
"epoch": 75,
"train_loss": 2.3946995735168457,
"val_loss": 1.0676500797271729,
"acc": 62.79,
"time": 274.6460426260019,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143577933311462,
"m": 0.5
},
{
"p": 0.07139811664819717,
"m": 0.5
},
{
"p": 0.07145433872938156,
"m": 0.5
},
{
"p": 0.07143407315015793,
"m": 0.9697413444519043
},
{
"p": 0.07139542698860168,
"m": 0.6280231475830078
},
{
"p": 0.07147233188152313,
"m": 0.30355650186538696
},
{
"p": 0.07142266631126404,
"m": 0.8399204611778259
},
{
"p": 0.07142491638660431,
"m": 0.9649242758750916
},
{
"p": 0.07142394036054611,
"m": 0.7093328833580017
},
{
"p": 0.07143811881542206,
"m": 0.8519309163093567
},
{
"p": 0.0714692622423172,
"m": 0.8233638405799866
},
{
"p": 0.07147295773029327,
"m": 1.0
},
{
"p": 0.07141006737947464,
"m": 0.5
},
{
"p": 0.07134795188903809,
"m": 0.5
}
]
},
{
"epoch": 76,
"train_loss": 2.3126914501190186,
"val_loss": 1.0717780590057373,
"acc": 62.52,
"time": 277.4688891620608,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07147496193647385,
"m": 0.5
},
{
"p": 0.07139785587787628,
"m": 0.5
},
{
"p": 0.07144476473331451,
"m": 0.5
},
{
"p": 0.07142437994480133,
"m": 1.0
},
{
"p": 0.0713951364159584,
"m": 0.5817838907241821
},
{
"p": 0.07144961506128311,
"m": 0.31814464926719666
},
{
"p": 0.07143460214138031,
"m": 0.9028864502906799
},
{
"p": 0.07141774147748947,
"m": 0.9475445747375488
},
{
"p": 0.07146009802818298,
"m": 0.7158948183059692
},
{
"p": 0.0714251697063446,
"m": 0.9208097457885742
},
{
"p": 0.07151339203119278,
"m": 0.8017252087593079
},
{
"p": 0.07147529721260071,
"m": 0.9871127009391785
},
{
"p": 0.0714079961180687,
"m": 0.5
},
{
"p": 0.07127898931503296,
"m": 0.5
}
]
},
{
"epoch": 77,
"train_loss": 2.4046554565429688,
"val_loss": 1.1005386114120483,
"acc": 63.57,
"time": 275.5619884339394,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144287973642349,
"m": 0.5
},
{
"p": 0.07134920358657837,
"m": 0.5
},
{
"p": 0.07145106792449951,
"m": 0.5
},
{
"p": 0.07146429270505905,
"m": 0.9778389930725098
},
{
"p": 0.07142762839794159,
"m": 0.5936086177825928
},
{
"p": 0.0713956281542778,
"m": 0.34811991453170776
},
{
"p": 0.07143588364124298,
"m": 0.8827148675918579
},
{
"p": 0.0714293047785759,
"m": 1.0
},
{
"p": 0.07144450396299362,
"m": 0.6934899091720581
},
{
"p": 0.07143577933311462,
"m": 0.9117862582206726
},
{
"p": 0.07145293802022934,
"m": 0.784356951713562
},
{
"p": 0.07140794396400452,
"m": 0.9841684103012085
},
{
"p": 0.07146919518709183,
"m": 0.5
},
{
"p": 0.07139378041028976,
"m": 0.5
}
]
},
{
"epoch": 78,
"train_loss": 2.4348599910736084,
"val_loss": 1.0883837938308716,
"acc": 61.59,
"time": 276.1818444179371,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0715227946639061,
"m": 0.5
},
{
"p": 0.07136434316635132,
"m": 0.5
},
{
"p": 0.07141169905662537,
"m": 0.5
},
{
"p": 0.07145734876394272,
"m": 0.9735620021820068
},
{
"p": 0.07140637934207916,
"m": 0.5496668815612793
},
{
"p": 0.07141949981451035,
"m": 0.39812836050987244
},
{
"p": 0.07143640518188477,
"m": 0.866258442401886
},
{
"p": 0.07142753154039383,
"m": 0.9651761054992676
},
{
"p": 0.07142118364572525,
"m": 0.6953368782997131
},
{
"p": 0.07146994769573212,
"m": 1.0
},
{
"p": 0.07143209874629974,
"m": 0.7959510684013367
},
{
"p": 0.07148309797048569,
"m": 0.9988816380500793
},
{
"p": 0.07142659276723862,
"m": 0.5
},
{
"p": 0.0713210478425026,
"m": 0.5
}
]
},
{
"epoch": 79,
"train_loss": 2.849970817565918,
"val_loss": 1.1454106569290161,
"acc": 61.04,
"time": 276.5534572870238,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07146391272544861,
"m": 0.5
},
{
"p": 0.07135408371686935,
"m": 0.5
},
{
"p": 0.07141322642564774,
"m": 0.5
},
{
"p": 0.07140955328941345,
"m": 0.9475849270820618
},
{
"p": 0.0714091882109642,
"m": 0.5857944488525391
},
{
"p": 0.07143094390630722,
"m": 0.42599770426750183
},
{
"p": 0.07144860178232193,
"m": 0.854901134967804
},
{
"p": 0.07143168151378632,
"m": 0.9996567964553833
},
{
"p": 0.07143969088792801,
"m": 0.7546924948692322
},
{
"p": 0.07143950462341309,
"m": 0.9551560878753662
},
{
"p": 0.07146751135587692,
"m": 0.8581282496452332
},
{
"p": 0.07145961374044418,
"m": 0.99866783618927
},
{
"p": 0.07147641479969025,
"m": 0.5
},
{
"p": 0.07135611027479172,
"m": 0.5
}
]
},
{
"epoch": 80,
"train_loss": 2.4460368156433105,
"val_loss": 1.0988496541976929,
"acc": 61.21,
"time": 276.579483002075,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07139229774475098,
"m": 0.5
},
{
"p": 0.07141043245792389,
"m": 0.5
},
{
"p": 0.07150827348232269,
"m": 0.5
},
{
"p": 0.07144763320684433,
"m": 0.9786494374275208
},
{
"p": 0.07138507068157196,
"m": 0.6640740036964417
},
{
"p": 0.07142467796802521,
"m": 0.43102291226387024
},
{
"p": 0.0714091882109642,
"m": 0.9172009229660034
},
{
"p": 0.0714539885520935,
"m": 0.965141236782074
},
{
"p": 0.07145937532186508,
"m": 0.7585477232933044
},
{
"p": 0.07139106839895248,
"m": 0.9186144471168518
},
{
"p": 0.0714380070567131,
"m": 0.8740732073783875
},
{
"p": 0.07151013612747192,
"m": 0.9999523758888245
},
{
"p": 0.07143284380435944,
"m": 0.5
},
{
"p": 0.071337029337883,
"m": 0.5
}
]
},
{
"epoch": 81,
"train_loss": 2.488574266433716,
"val_loss": 0.9972659945487976,
"acc": 61.63,
"time": 281.1845943250228,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144363224506378,
"m": 0.5
},
{
"p": 0.0714014545083046,
"m": 0.5
},
{
"p": 0.0714171826839447,
"m": 0.5
},
{
"p": 0.07142284512519836,
"m": 1.0
},
{
"p": 0.0714411810040474,
"m": 0.6517015695571899
},
{
"p": 0.07145830988883972,
"m": 0.4391031563282013
},
{
"p": 0.0713854506611824,
"m": 0.9515470266342163
},
{
"p": 0.07145493477582932,
"m": 1.0
},
{
"p": 0.07151394337415695,
"m": 0.7780749201774597
},
{
"p": 0.07143743336200714,
"m": 0.9074339866638184
},
{
"p": 0.07144610583782196,
"m": 0.914804220199585
},
{
"p": 0.07149653136730194,
"m": 0.9994338154792786
},
{
"p": 0.07136833667755127,
"m": 0.5
},
{
"p": 0.07131268084049225,
"m": 0.5
}
]
},
{
"epoch": 82,
"train_loss": 2.2965846061706543,
"val_loss": 1.094162940979004,
"acc": 63.08,
"time": 680.8045810970943,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07141165435314178,
"m": 0.5
},
{
"p": 0.07140938192605972,
"m": 0.5
},
{
"p": 0.07149618864059448,
"m": 0.5
},
{
"p": 0.07140796631574631,
"m": 0.939943253993988
},
{
"p": 0.07143311947584152,
"m": 0.6412263512611389
},
{
"p": 0.07143092155456543,
"m": 0.42330676317214966
},
{
"p": 0.07139787822961807,
"m": 0.9626443386077881
},
{
"p": 0.07144446671009064,
"m": 0.9988845586776733
},
{
"p": 0.07142926007509232,
"m": 0.7809325456619263
},
{
"p": 0.07140006124973297,
"m": 0.7894266247749329
},
{
"p": 0.07148091495037079,
"m": 0.9535319805145264
},
{
"p": 0.07144446671009064,
"m": 0.9993350505828857
},
{
"p": 0.07146847248077393,
"m": 0.5
},
{
"p": 0.07134522497653961,
"m": 0.5
}
]
},
{
"epoch": 83,
"train_loss": 2.6686038970947266,
"val_loss": 1.0673621892929077,
"acc": 63.54,
"time": 301.42090218293015,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142248749732971,
"m": 0.5
},
{
"p": 0.07137405872344971,
"m": 0.5
},
{
"p": 0.07141678780317307,
"m": 0.5
},
{
"p": 0.07143331319093704,
"m": 1.0
},
{
"p": 0.07140171527862549,
"m": 0.7117710113525391
},
{
"p": 0.0714302510023117,
"m": 0.4343484938144684
},
{
"p": 0.07145178318023682,
"m": 0.9315369725227356
},
{
"p": 0.07142002135515213,
"m": 0.9584671854972839
},
{
"p": 0.0714491456747055,
"m": 0.7643700838088989
},
{
"p": 0.07146948575973511,
"m": 0.7788298726081848
},
{
"p": 0.07143344730138779,
"m": 0.9650849103927612
},
{
"p": 0.07146687060594559,
"m": 1.0
},
{
"p": 0.07147872447967529,
"m": 0.5
},
{
"p": 0.07135187834501266,
"m": 0.5
}
]
},
{
"epoch": 84,
"train_loss": 2.3913393020629883,
"val_loss": 1.0017601251602173,
"acc": 62.61,
"time": 278.3324217519257,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144533097743988,
"m": 0.5
},
{
"p": 0.07140777260065079,
"m": 0.5
},
{
"p": 0.0714699849486351,
"m": 0.5
},
{
"p": 0.07147311419248581,
"m": 1.0
},
{
"p": 0.07142602652311325,
"m": 0.7010953426361084
},
{
"p": 0.0714368224143982,
"m": 0.4457952380180359
},
{
"p": 0.07139596343040466,
"m": 0.9865283966064453
},
{
"p": 0.07142197340726852,
"m": 1.0
},
{
"p": 0.07145994901657104,
"m": 0.7523187398910522
},
{
"p": 0.0713806226849556,
"m": 0.8067916631698608
},
{
"p": 0.07143767923116684,
"m": 0.9425831437110901
},
{
"p": 0.07148100435733795,
"m": 0.9919082522392273
},
{
"p": 0.07146025449037552,
"m": 0.5
},
{
"p": 0.07130352407693863,
"m": 0.5
}
]
},
{
"epoch": 85,
"train_loss": 2.53839111328125,
"val_loss": 1.0272091627120972,
"acc": 63.78,
"time": 275.8921340890229,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07149255275726318,
"m": 0.5
},
{
"p": 0.07137551158666611,
"m": 0.5
},
{
"p": 0.07141643762588501,
"m": 0.5
},
{
"p": 0.07142534852027893,
"m": 0.9990741014480591
},
{
"p": 0.07139397412538528,
"m": 0.6060243844985962
},
{
"p": 0.0714162066578865,
"m": 0.45594683289527893
},
{
"p": 0.0714714527130127,
"m": 0.9098135828971863
},
{
"p": 0.07142014056444168,
"m": 0.9969468116760254
},
{
"p": 0.07145384699106216,
"m": 0.7686564922332764
},
{
"p": 0.07143785804510117,
"m": 0.8014315962791443
},
{
"p": 0.07144343107938766,
"m": 0.9296079874038696
},
{
"p": 0.07142875343561172,
"m": 0.995945155620575
},
{
"p": 0.07144884020090103,
"m": 0.5
},
{
"p": 0.07137564569711685,
"m": 0.5
}
]
},
{
"epoch": 86,
"train_loss": 2.5967204570770264,
"val_loss": 1.044349193572998,
"acc": 63.55,
"time": 277.2957302820869,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07148649543523788,
"m": 0.5
},
{
"p": 0.0713857114315033,
"m": 0.5
},
{
"p": 0.07140668481588364,
"m": 0.5
},
{
"p": 0.07145128399133682,
"m": 0.9921857714653015
},
{
"p": 0.07139561325311661,
"m": 0.5512412786483765
},
{
"p": 0.07142915576696396,
"m": 0.4467543363571167
},
{
"p": 0.07140437513589859,
"m": 0.9568108916282654
},
{
"p": 0.07140529900789261,
"m": 0.9845364093780518
},
{
"p": 0.07138630747795105,
"m": 0.781047523021698
},
{
"p": 0.07147955149412155,
"m": 0.876014769077301
},
{
"p": 0.07144413888454437,
"m": 0.9256357550621033
},
{
"p": 0.07154439389705658,
"m": 0.9994469881057739
},
{
"p": 0.07143794000148773,
"m": 0.5
},
{
"p": 0.07134303450584412,
"m": 0.5
}
]
},
{
"epoch": 87,
"train_loss": 2.2365150451660156,
"val_loss": 0.9692399501800537,
"acc": 63.59,
"time": 275.6644147390034,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07148372381925583,
"m": 0.5
},
{
"p": 0.07137436419725418,
"m": 0.5
},
{
"p": 0.07146917283535004,
"m": 0.5
},
{
"p": 0.07145849615335464,
"m": 0.9946231245994568
},
{
"p": 0.07146812230348587,
"m": 0.5864495038986206
},
{
"p": 0.0714053213596344,
"m": 0.43022534251213074
},
{
"p": 0.07142393290996552,
"m": 0.9828385710716248
},
{
"p": 0.07142205536365509,
"m": 1.0
},
{
"p": 0.07144273817539215,
"m": 0.8059059381484985
},
{
"p": 0.07146061956882477,
"m": 0.8641465902328491
},
{
"p": 0.07140353322029114,
"m": 0.9650619029998779
},
{
"p": 0.07143877446651459,
"m": 0.9907461404800415
},
{
"p": 0.07144705951213837,
"m": 0.5
},
{
"p": 0.07130210846662521,
"m": 0.5
}
]
},
{
"epoch": 88,
"train_loss": 2.574472665786743,
"val_loss": 1.1755841970443726,
"acc": 62.83,
"time": 276.2391880770447,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07139895111322403,
"m": 0.5
},
{
"p": 0.07134600728750229,
"m": 0.5
},
{
"p": 0.07148567587137222,
"m": 0.5
},
{
"p": 0.07139402627944946,
"m": 0.9875592589378357
},
{
"p": 0.07141822576522827,
"m": 0.5387573838233948
},
{
"p": 0.07142777740955353,
"m": 0.4047190248966217
},
{
"p": 0.07144178450107574,
"m": 0.9607195854187012
},
{
"p": 0.07143045216798782,
"m": 1.0
},
{
"p": 0.07152888923883438,
"m": 0.8043783903121948
},
{
"p": 0.07151509076356888,
"m": 0.9007174372673035
},
{
"p": 0.07140988111495972,
"m": 0.9930639863014221
},
{
"p": 0.07145312428474426,
"m": 1.0
},
{
"p": 0.0714212954044342,
"m": 0.5
},
{
"p": 0.07132881879806519,
"m": 0.5
}
]
},
{
"epoch": 89,
"train_loss": 2.5036966800689697,
"val_loss": 1.0339207649230957,
"acc": 62.69,
"time": 275.18610528402496,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07149212062358856,
"m": 0.5
},
{
"p": 0.07141496986150742,
"m": 0.5
},
{
"p": 0.07157691568136215,
"m": 0.5
},
{
"p": 0.0714290589094162,
"m": 0.9780224561691284
},
{
"p": 0.07138825207948685,
"m": 0.4902340769767761
},
{
"p": 0.07133276760578156,
"m": 0.5037673115730286
},
{
"p": 0.07142052799463272,
"m": 0.9569056630134583
},
{
"p": 0.07141425460577011,
"m": 0.9884821176528931
},
{
"p": 0.07142440229654312,
"m": 0.798005998134613
},
{
"p": 0.07145234197378159,
"m": 0.9350370764732361
},
{
"p": 0.07145974785089493,
"m": 0.940965473651886
},
{
"p": 0.07154867053031921,
"m": 1.0
},
{
"p": 0.07144976407289505,
"m": 0.5
},
{
"p": 0.07119614630937576,
"m": 0.5
}
]
},
{
"epoch": 90,
"train_loss": 2.807405948638916,
"val_loss": 1.1281938552856445,
"acc": 62.77,
"time": 276.3202111859573,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07148124277591705,
"m": 0.5
},
{
"p": 0.07133138924837112,
"m": 0.5
},
{
"p": 0.07149317115545273,
"m": 0.5
},
{
"p": 0.07138718664646149,
"m": 0.957970142364502
},
{
"p": 0.0714089497923851,
"m": 0.5796884894371033
},
{
"p": 0.0713701844215393,
"m": 0.49044638872146606
},
{
"p": 0.07141198962926865,
"m": 0.9476274251937866
},
{
"p": 0.07146450132131577,
"m": 0.9262022972106934
},
{
"p": 0.0714380294084549,
"m": 0.8199374675750732
},
{
"p": 0.07140342891216278,
"m": 0.946010172367096
},
{
"p": 0.07144149392843246,
"m": 0.9959571361541748
},
{
"p": 0.07146292179822922,
"m": 1.0
},
{
"p": 0.07152378559112549,
"m": 0.5
},
{
"p": 0.07138167321681976,
"m": 0.5
}
]
},
{
"epoch": 91,
"train_loss": 2.4864602088928223,
"val_loss": 1.0761882066726685,
"acc": 62.98,
"time": 275.28243076999206,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07142551988363266,
"m": 0.5
},
{
"p": 0.0713394358754158,
"m": 0.5
},
{
"p": 0.07132837176322937,
"m": 0.5
},
{
"p": 0.07143162190914154,
"m": 0.9336332678794861
},
{
"p": 0.07144723832607269,
"m": 0.5906006097793579
},
{
"p": 0.07145209610462189,
"m": 0.4994330406188965
},
{
"p": 0.07142525911331177,
"m": 0.9557756185531616
},
{
"p": 0.07139162719249725,
"m": 0.9317532777786255
},
{
"p": 0.07145746052265167,
"m": 0.8195729851722717
},
{
"p": 0.07136625051498413,
"m": 0.9643460512161255
},
{
"p": 0.07150628417730331,
"m": 0.9112343192100525
},
{
"p": 0.07158809155225754,
"m": 1.0
},
{
"p": 0.07150629907846451,
"m": 0.5
},
{
"p": 0.07133448868989944,
"m": 0.5
}
]
},
{
"epoch": 92,
"train_loss": 2.25596022605896,
"val_loss": 1.0475491285324097,
"acc": 64.07,
"time": 276.40256215899717,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07147538661956787,
"m": 0.5
},
{
"p": 0.07134846597909927,
"m": 0.5
},
{
"p": 0.07137304544448853,
"m": 0.5
},
{
"p": 0.07152731716632843,
"m": 0.925881028175354
},
{
"p": 0.0714457556605339,
"m": 0.5904783606529236
},
{
"p": 0.07139788568019867,
"m": 0.5411124229431152
},
{
"p": 0.07147827744483948,
"m": 0.995201826095581
},
{
"p": 0.07142498344182968,
"m": 0.8684470057487488
},
{
"p": 0.07142698019742966,
"m": 0.8216993808746338
},
{
"p": 0.0713980421423912,
"m": 0.9932771921157837
},
{
"p": 0.07151617854833603,
"m": 0.8550472259521484
},
{
"p": 0.07145949453115463,
"m": 1.0
},
{
"p": 0.07149383425712585,
"m": 0.5
},
{
"p": 0.07123436033725739,
"m": 0.5
}
]
},
{
"epoch": 93,
"train_loss": 2.10825252532959,
"val_loss": 1.002297043800354,
"acc": 62.97,
"time": 275.7495012190193,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07145969569683075,
"m": 0.5
},
{
"p": 0.07130957394838333,
"m": 0.5
},
{
"p": 0.07144990563392639,
"m": 0.5
},
{
"p": 0.07146968692541122,
"m": 0.9204702973365784
},
{
"p": 0.07143052667379379,
"m": 0.5715900659561157
},
{
"p": 0.07143287360668182,
"m": 0.5709127187728882
},
{
"p": 0.07145505398511887,
"m": 0.9953044652938843
},
{
"p": 0.07140618562698364,
"m": 0.8842936158180237
},
{
"p": 0.07139531522989273,
"m": 0.8266345858573914
},
{
"p": 0.07150710374116898,
"m": 0.8882068395614624
},
{
"p": 0.0714743584394455,
"m": 0.8731363415718079
},
{
"p": 0.07142111659049988,
"m": 0.9727135896682739
},
{
"p": 0.07145190984010696,
"m": 0.5
},
{
"p": 0.07133671641349792,
"m": 0.5
}
]
},
{
"epoch": 94,
"train_loss": 2.6917786598205566,
"val_loss": 1.0792332887649536,
"acc": 64.68,
"time": 275.5065720860148,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07150356471538544,
"m": 0.5
},
{
"p": 0.07135269790887833,
"m": 0.5
},
{
"p": 0.07147195190191269,
"m": 0.5
},
{
"p": 0.07145647704601288,
"m": 0.9304915070533752
},
{
"p": 0.0714465007185936,
"m": 0.657604992389679
},
{
"p": 0.07140327990055084,
"m": 0.5684955716133118
},
{
"p": 0.07145052403211594,
"m": 0.9432262778282166
},
{
"p": 0.07141506671905518,
"m": 0.9728391170501709
},
{
"p": 0.07146820425987244,
"m": 0.8080114722251892
},
{
"p": 0.07144514471292496,
"m": 0.8560726642608643
},
{
"p": 0.071391262114048,
"m": 0.9098114967346191
},
{
"p": 0.07149797677993774,
"m": 1.0
},
{
"p": 0.07145097851753235,
"m": 0.5
},
{
"p": 0.07124640792608261,
"m": 0.5
}
]
},
{
"epoch": 95,
"train_loss": 2.5934901237487793,
"val_loss": 1.032467246055603,
"acc": 63.82,
"time": 276.74104052607436,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143266499042511,
"m": 0.5
},
{
"p": 0.07129038870334625,
"m": 0.5
},
{
"p": 0.07148554921150208,
"m": 0.5
},
{
"p": 0.07147261500358582,
"m": 0.990912139415741
},
{
"p": 0.07139179110527039,
"m": 0.7105922102928162
},
{
"p": 0.07148844748735428,
"m": 0.6124511957168579
},
{
"p": 0.07144195586442947,
"m": 0.8990163207054138
},
{
"p": 0.07139904052019119,
"m": 1.0
},
{
"p": 0.07149947434663773,
"m": 0.7975123524665833
},
{
"p": 0.07146991044282913,
"m": 0.8874973654747009
},
{
"p": 0.0714564397931099,
"m": 0.9031878709793091
},
{
"p": 0.07150010764598846,
"m": 1.0
},
{
"p": 0.07143004238605499,
"m": 0.5
},
{
"p": 0.07124163210391998,
"m": 0.5
}
]
},
{
"epoch": 96,
"train_loss": 2.451158285140991,
"val_loss": 0.9755670428276062,
"acc": 64.22,
"time": 275.5547141790157,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07144730538129807,
"m": 0.5
},
{
"p": 0.07138431072235107,
"m": 0.5
},
{
"p": 0.07149101048707962,
"m": 0.5
},
{
"p": 0.07138467580080032,
"m": 0.9544779658317566
},
{
"p": 0.07136697322130203,
"m": 0.6663726568222046
},
{
"p": 0.07138871401548386,
"m": 0.6618170142173767
},
{
"p": 0.07149121165275574,
"m": 0.9348031282424927
},
{
"p": 0.0714200884103775,
"m": 0.8955976963043213
},
{
"p": 0.07149441540241241,
"m": 0.8181663751602173
},
{
"p": 0.07141120731830597,
"m": 0.9071217775344849
},
{
"p": 0.07145706564188004,
"m": 0.9415677785873413
},
{
"p": 0.07146378606557846,
"m": 0.9955252408981323
},
{
"p": 0.07147631049156189,
"m": 0.5
},
{
"p": 0.07132299244403839,
"m": 0.5
}
]
},
{
"epoch": 97,
"train_loss": 2.520648241043091,
"val_loss": 1.0484851598739624,
"acc": 63.51,
"time": 275.68574396695476,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07126950472593307,
"m": 0.5
},
{
"p": 0.07133103162050247,
"m": 0.5
},
{
"p": 0.0712965577840805,
"m": 0.5
},
{
"p": 0.07138385623693466,
"m": 0.9856010675430298
},
{
"p": 0.07143803685903549,
"m": 0.7536870241165161
},
{
"p": 0.07140117883682251,
"m": 0.6648049354553223
},
{
"p": 0.07153645902872086,
"m": 1.0
},
{
"p": 0.07160241901874542,
"m": 0.86040198802948
},
{
"p": 0.07155140489339828,
"m": 0.8557426929473877
},
{
"p": 0.07162207365036011,
"m": 0.9265397191047668
},
{
"p": 0.07151446491479874,
"m": 0.9251072406768799
},
{
"p": 0.07131057232618332,
"m": 1.0
},
{
"p": 0.07137326896190643,
"m": 0.5
},
{
"p": 0.07136920094490051,
"m": 0.5
}
]
},
{
"epoch": 98,
"train_loss": 2.4979915618896484,
"val_loss": 1.0178273916244507,
"acc": 64.03,
"time": 275.6454703169875,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07147972285747528,
"m": 0.5
},
{
"p": 0.07127851992845535,
"m": 0.5
},
{
"p": 0.07149682193994522,
"m": 0.5
},
{
"p": 0.07133525609970093,
"m": 0.9617164731025696
},
{
"p": 0.07128306478261948,
"m": 0.8217250108718872
},
{
"p": 0.07144475728273392,
"m": 0.6180852055549622
},
{
"p": 0.07155438512563705,
"m": 0.9284141063690186
},
{
"p": 0.0714145377278328,
"m": 0.8010649681091309
},
{
"p": 0.07149189710617065,
"m": 0.8398075699806213
},
{
"p": 0.07139572501182556,
"m": 0.8186838030815125
},
{
"p": 0.07149341702461243,
"m": 0.9516714215278625
},
{
"p": 0.07160324603319168,
"m": 0.9938938021659851
},
{
"p": 0.07141581177711487,
"m": 0.5
},
{
"p": 0.07131282985210419,
"m": 0.5
}
]
},
{
"epoch": 99,
"train_loss": 2.751344919204712,
"val_loss": 0.9813423156738281,
"acc": 64.01,
"time": 275.9282190599479,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07146602123975754,
"m": 0.5
},
{
"p": 0.07133829593658447,
"m": 0.5
},
{
"p": 0.0714830830693245,
"m": 0.5
},
{
"p": 0.07141581177711487,
"m": 1.0
},
{
"p": 0.07137525081634521,
"m": 0.9565271735191345
},
{
"p": 0.07135052978992462,
"m": 0.5537774562835693
},
{
"p": 0.07137482613325119,
"m": 0.9142876863479614
},
{
"p": 0.07150552421808243,
"m": 0.8370075821876526
},
{
"p": 0.07147660106420517,
"m": 0.8480100631713867
},
{
"p": 0.0714871734380722,
"m": 0.8816688060760498
},
{
"p": 0.071483314037323,
"m": 0.9741088151931763
},
{
"p": 0.07151878625154495,
"m": 0.9758445024490356
},
{
"p": 0.07142085582017899,
"m": 0.5
},
{
"p": 0.07130394130945206,
"m": 0.5
}
]
},
{
"epoch": 100,
"train_loss": 2.6003575325012207,
"val_loss": 0.9739668965339661,
"acc": 64.34,
"time": 275.9062547381036,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07157576084136963,
"m": 0.5
},
{
"p": 0.07140441983938217,
"m": 0.5
},
{
"p": 0.0714254155755043,
"m": 0.5
},
{
"p": 0.07146276533603668,
"m": 0.9203492999076843
},
{
"p": 0.07139592617750168,
"m": 0.9569687247276306
},
{
"p": 0.07134420424699783,
"m": 0.571405827999115
},
{
"p": 0.07145217061042786,
"m": 0.9887290596961975
},
{
"p": 0.07140162587165833,
"m": 0.8469996452331543
},
{
"p": 0.07138524949550629,
"m": 0.8388929963111877
},
{
"p": 0.07144578546285629,
"m": 0.8294405937194824
},
{
"p": 0.07143659144639969,
"m": 0.9876177310943604
},
{
"p": 0.07151300460100174,
"m": 0.9956724643707275
},
{
"p": 0.07147227227687836,
"m": 0.5
},
{
"p": 0.07128480076789856,
"m": 0.5
}
]
},
{
"epoch": 101,
"train_loss": 2.41776967048645,
"val_loss": 1.032560110092163,
"acc": 64.81,
"time": 276.04913584596943,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07139667868614197,
"m": 0.5
},
{
"p": 0.07138195633888245,
"m": 0.5
},
{
"p": 0.07146045565605164,
"m": 0.5
},
{
"p": 0.07143010944128036,
"m": 0.9237315654754639
},
{
"p": 0.07140247523784637,
"m": 0.9771502017974854
},
{
"p": 0.07140808552503586,
"m": 0.5805313587188721
},
{
"p": 0.07145176082849503,
"m": 0.9956387281417847
},
{
"p": 0.07144530117511749,
"m": 0.8437101244926453
},
{
"p": 0.0715586468577385,
"m": 0.8707931637763977
},
{
"p": 0.07137995958328247,
"m": 0.9167969226837158
},
{
"p": 0.07155703753232956,
"m": 0.9954653382301331
},
{
"p": 0.07138384878635406,
"m": 1.0
},
{
"p": 0.07143370062112808,
"m": 0.5
},
{
"p": 0.07131001353263855,
"m": 0.5
}
]
},
{
"epoch": 102,
"train_loss": 2.5320377349853516,
"val_loss": 0.9158264994621277,
"acc": 64.79,
"time": 275.49253499903716,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143933326005936,
"m": 0.5
},
{
"p": 0.07145871967077255,
"m": 0.5
},
{
"p": 0.07143615931272507,
"m": 0.5
},
{
"p": 0.07149600237607956,
"m": 0.9309816360473633
},
{
"p": 0.07137186080217361,
"m": 0.9766154885292053
},
{
"p": 0.0714089423418045,
"m": 0.5910114645957947
},
{
"p": 0.07147806137800217,
"m": 0.960716187953949
},
{
"p": 0.0714242085814476,
"m": 0.8261101841926575
},
{
"p": 0.07148534804582596,
"m": 0.8549011945724487
},
{
"p": 0.07143715769052505,
"m": 0.9941799640655518
},
{
"p": 0.07149022817611694,
"m": 0.9277474284172058
},
{
"p": 0.07145057618618011,
"m": 1.0
},
{
"p": 0.07140377163887024,
"m": 0.5
},
{
"p": 0.07121962308883667,
"m": 0.5
}
]
},
{
"epoch": 103,
"train_loss": 2.9113852977752686,
"val_loss": 1.044924020767212,
"acc": 63.42,
"time": 284.4866677010432,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07150360196828842,
"m": 0.5
},
{
"p": 0.07134915143251419,
"m": 0.5
},
{
"p": 0.07151778042316437,
"m": 0.5
},
{
"p": 0.07127579301595688,
"m": 0.9420428276062012
},
{
"p": 0.07146313041448593,
"m": 0.9897246360778809
},
{
"p": 0.071475550532341,
"m": 0.5697258114814758
},
{
"p": 0.07146234065294266,
"m": 0.9345599412918091
},
{
"p": 0.07145685702562332,
"m": 0.8739272952079773
},
{
"p": 0.07144972681999207,
"m": 0.8856039643287659
},
{
"p": 0.07154035568237305,
"m": 0.9896423816680908
},
{
"p": 0.071533203125,
"m": 0.9293798208236694
},
{
"p": 0.07147379219532013,
"m": 0.9561087489128113
},
{
"p": 0.07145054638385773,
"m": 0.5
},
{
"p": 0.07104814797639847,
"m": 0.5
}
]
},
{
"epoch": 104,
"train_loss": 2.4844610691070557,
"val_loss": 0.9968482255935669,
"acc": 63.42,
"time": 291.90546764596365,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07148659229278564,
"m": 0.5
},
{
"p": 0.07136978954076767,
"m": 0.5
},
{
"p": 0.07154802232980728,
"m": 0.5
},
{
"p": 0.07141020894050598,
"m": 0.9689494967460632
},
{
"p": 0.07136093080043793,
"m": 0.8290598392486572
},
{
"p": 0.07134106755256653,
"m": 0.6045809388160706
},
{
"p": 0.07137119770050049,
"m": 0.8747028708457947
},
{
"p": 0.07141167670488358,
"m": 0.8878257870674133
},
{
"p": 0.07145502418279648,
"m": 0.8801103830337524
},
{
"p": 0.07145868986845016,
"m": 0.9374952912330627
},
{
"p": 0.07156269997358322,
"m": 0.8812901377677917
},
{
"p": 0.07155049592256546,
"m": 0.9895445704460144
},
{
"p": 0.07146309316158295,
"m": 0.5
},
{
"p": 0.07121052592992783,
"m": 0.5
}
]
},
{
"epoch": 105,
"train_loss": 2.5235354900360107,
"val_loss": 1.0211665630340576,
"acc": 63.88,
"time": 288.9341558580054,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07138779759407043,
"m": 0.5
},
{
"p": 0.07135115563869476,
"m": 0.5
},
{
"p": 0.07143303006887436,
"m": 0.5
},
{
"p": 0.07145756483078003,
"m": 0.971163272857666
},
{
"p": 0.0713200718164444,
"m": 0.8490217924118042
},
{
"p": 0.07128455489873886,
"m": 0.6625420451164246
},
{
"p": 0.07146948575973511,
"m": 0.9034979343414307
},
{
"p": 0.07139080762863159,
"m": 0.9644174575805664
},
{
"p": 0.07144665718078613,
"m": 0.8661985993385315
},
{
"p": 0.07152225822210312,
"m": 0.9268819689750671
},
{
"p": 0.07162842899560928,
"m": 0.8135925531387329
},
{
"p": 0.0716155394911766,
"m": 0.9985470771789551
},
{
"p": 0.0714372843503952,
"m": 0.5
},
{
"p": 0.07125531136989594,
"m": 0.5
}
]
},
{
"epoch": 106,
"train_loss": 2.6133391857147217,
"val_loss": 0.9710800647735596,
"acc": 64.78,
"time": 301.9911432119552,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143604010343552,
"m": 0.5
},
{
"p": 0.07140590995550156,
"m": 0.5
},
{
"p": 0.07157586514949799,
"m": 0.5
},
{
"p": 0.07136543095111847,
"m": 0.9484133124351501
},
{
"p": 0.07140126079320908,
"m": 0.8916027545928955
},
{
"p": 0.0714108869433403,
"m": 0.6257339119911194
},
{
"p": 0.07152625918388367,
"m": 0.9471330642700195
},
{
"p": 0.07136865705251694,
"m": 0.9190606474876404
},
{
"p": 0.07140375673770905,
"m": 0.9240449666976929
},
{
"p": 0.07142485678195953,
"m": 0.9804670214653015
},
{
"p": 0.07147736102342606,
"m": 0.8386891484260559
},
{
"p": 0.07153403013944626,
"m": 0.9908000230789185
},
{
"p": 0.07136255502700806,
"m": 0.5
},
{
"p": 0.07130712270736694,
"m": 0.5
}
]
},
{
"epoch": 107,
"train_loss": 2.3857462406158447,
"val_loss": 1.09921395778656,
"acc": 65.09,
"time": 290.4339475759771,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143871486186981,
"m": 0.5
},
{
"p": 0.07137680053710938,
"m": 0.5
},
{
"p": 0.07154249399900436,
"m": 0.5
},
{
"p": 0.07135771960020065,
"m": 0.8895238637924194
},
{
"p": 0.07142738997936249,
"m": 0.950043261051178
},
{
"p": 0.07133039832115173,
"m": 0.6854921579360962
},
{
"p": 0.07148206979036331,
"m": 0.8652795553207397
},
{
"p": 0.07143648713827133,
"m": 0.9572908878326416
},
{
"p": 0.07130952924489975,
"m": 0.9260743260383606
},
{
"p": 0.0713733583688736,
"m": 0.9671674966812134
},
{
"p": 0.07136379182338715,
"m": 0.8173878192901611
},
{
"p": 0.07145041972398758,
"m": 0.9462288022041321
},
{
"p": 0.0717247799038887,
"m": 0.5
},
{
"p": 0.07138601690530777,
"m": 0.5
}
]
},
{
"epoch": 108,
"train_loss": 2.529453992843628,
"val_loss": 1.0478956699371338,
"acc": 63.96,
"time": 310.4681824099971,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07151275128126144,
"m": 0.5
},
{
"p": 0.07133419811725616,
"m": 0.5
},
{
"p": 0.07144162058830261,
"m": 0.5
},
{
"p": 0.07135224342346191,
"m": 0.7740294337272644
},
{
"p": 0.07134000211954117,
"m": 0.8404878377914429
},
{
"p": 0.07125410437583923,
"m": 0.6631104946136475
},
{
"p": 0.07156334072351456,
"m": 0.808811366558075
},
{
"p": 0.0714358240365982,
"m": 0.9471610188484192
},
{
"p": 0.07139700651168823,
"m": 0.8896299600601196
},
{
"p": 0.07151570171117783,
"m": 0.9755792617797852
},
{
"p": 0.07147520780563354,
"m": 0.8539760708808899
},
{
"p": 0.07151714712381363,
"m": 1.0
},
{
"p": 0.07152864336967468,
"m": 0.5
},
{
"p": 0.07133227586746216,
"m": 0.5
}
]
},
{
"epoch": 109,
"train_loss": 2.2909529209136963,
"val_loss": 1.0165963172912598,
"acc": 65.05,
"time": 292.4741905799601,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07151982188224792,
"m": 0.5
},
{
"p": 0.0713946521282196,
"m": 0.5
},
{
"p": 0.07144539058208466,
"m": 0.5
},
{
"p": 0.07140170782804489,
"m": 0.7620898485183716
},
{
"p": 0.07137773185968399,
"m": 0.862807035446167
},
{
"p": 0.07141172885894775,
"m": 0.5788552761077881
},
{
"p": 0.07136543840169907,
"m": 0.9522631168365479
},
{
"p": 0.07150428742170334,
"m": 0.9534583687782288
},
{
"p": 0.07149529457092285,
"m": 0.9266073703765869
},
{
"p": 0.07146172970533371,
"m": 0.9734600186347961
},
{
"p": 0.07145848870277405,
"m": 0.8735676407814026
},
{
"p": 0.07149814069271088,
"m": 0.9971898794174194
},
{
"p": 0.07144701480865479,
"m": 0.5
},
{
"p": 0.0712185949087143,
"m": 0.5
}
]
},
{
"epoch": 110,
"train_loss": 2.31181001663208,
"val_loss": 1.023781657218933,
"acc": 65.27,
"time": 294.3761930220062,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0715079978108406,
"m": 0.5
},
{
"p": 0.071182020008564,
"m": 0.5
},
{
"p": 0.07150769233703613,
"m": 0.5
},
{
"p": 0.07158974558115005,
"m": 0.778519332408905
},
{
"p": 0.07130684703588486,
"m": 0.8113526105880737
},
{
"p": 0.07139324396848679,
"m": 0.5622222423553467
},
{
"p": 0.07146230340003967,
"m": 0.962556779384613
},
{
"p": 0.0714258924126625,
"m": 1.0
},
{
"p": 0.07143814861774445,
"m": 0.9206451773643494
},
{
"p": 0.07147063314914703,
"m": 0.9056705236434937
},
{
"p": 0.07161316275596619,
"m": 0.9031776785850525
},
{
"p": 0.07141735404729843,
"m": 0.9786330461502075
},
{
"p": 0.07149022817611694,
"m": 0.5
},
{
"p": 0.07119470834732056,
"m": 0.5
}
]
},
{
"epoch": 111,
"train_loss": 2.042048931121826,
"val_loss": 1.0136562585830688,
"acc": 62.98,
"time": 276.249517563032,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07140903174877167,
"m": 0.5
},
{
"p": 0.07132482528686523,
"m": 0.5
},
{
"p": 0.07156897336244583,
"m": 0.5
},
{
"p": 0.07135213911533356,
"m": 0.8327498435974121
},
{
"p": 0.07148315012454987,
"m": 0.8557894229888916
},
{
"p": 0.0713050365447998,
"m": 0.6049200296401978
},
{
"p": 0.07151660323143005,
"m": 0.9580852389335632
},
{
"p": 0.07131928950548172,
"m": 0.9057384729385376
},
{
"p": 0.07141848653554916,
"m": 0.9341024160385132
},
{
"p": 0.07149793952703476,
"m": 0.9986321330070496
},
{
"p": 0.0715315118432045,
"m": 1.0
},
{
"p": 0.071448914706707,
"m": 0.9920117259025574
},
{
"p": 0.07142309844493866,
"m": 0.5
},
{
"p": 0.07140100747346878,
"m": 0.5
}
]
},
{
"epoch": 112,
"train_loss": 2.2980027198791504,
"val_loss": 1.0598417520523071,
"acc": 63.77,
"time": 276.65146364597604,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07149089127779007,
"m": 0.5
},
{
"p": 0.07124340534210205,
"m": 0.5
},
{
"p": 0.07144959270954132,
"m": 0.5
},
{
"p": 0.07144635915756226,
"m": 0.7923572063446045
},
{
"p": 0.07138580083847046,
"m": 0.9363122582435608
},
{
"p": 0.07153661549091339,
"m": 0.6770230531692505
},
{
"p": 0.07153526693582535,
"m": 1.0
},
{
"p": 0.07156631350517273,
"m": 0.834953248500824
},
{
"p": 0.07150417566299438,
"m": 0.9168642163276672
},
{
"p": 0.07131575793027878,
"m": 0.9728260636329651
},
{
"p": 0.07128327339887619,
"m": 0.9930596947669983
},
{
"p": 0.07152470201253891,
"m": 1.0
},
{
"p": 0.07160232216119766,
"m": 0.5
},
{
"p": 0.07111551612615585,
"m": 0.5
}
]
},
{
"epoch": 113,
"train_loss": 2.2401435375213623,
"val_loss": 0.9724647402763367,
"acc": 64.19,
"time": 276.1290877730353,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07162059098482132,
"m": 0.5
},
{
"p": 0.0713551938533783,
"m": 0.5
},
{
"p": 0.07155747711658478,
"m": 0.5
},
{
"p": 0.07136555016040802,
"m": 0.8637856841087341
},
{
"p": 0.07137614488601685,
"m": 0.8535963892936707
},
{
"p": 0.07135003060102463,
"m": 0.6152897477149963
},
{
"p": 0.07131815701723099,
"m": 0.9438802003860474
},
{
"p": 0.07152729481458664,
"m": 0.9044473767280579
},
{
"p": 0.07148537784814835,
"m": 0.9401334524154663
},
{
"p": 0.07150192558765411,
"m": 0.9766807556152344
},
{
"p": 0.07131533324718475,
"m": 0.8652467727661133
},
{
"p": 0.07154358923435211,
"m": 0.9820400476455688
},
{
"p": 0.07152482122182846,
"m": 0.5
},
{
"p": 0.0711585059762001,
"m": 0.5
}
]
},
{
"epoch": 114,
"train_loss": 2.124690055847168,
"val_loss": 1.0036791563034058,
"acc": 65.1,
"time": 276.1568460019771,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07150626927614212,
"m": 0.5
},
{
"p": 0.07142319530248642,
"m": 0.5
},
{
"p": 0.07160063087940216,
"m": 0.5
},
{
"p": 0.07145507633686066,
"m": 0.9178574085235596
},
{
"p": 0.07131047546863556,
"m": 0.8117866516113281
},
{
"p": 0.07132311910390854,
"m": 0.5856994986534119
},
{
"p": 0.0715249553322792,
"m": 0.9326594471931458
},
{
"p": 0.07146664708852768,
"m": 0.8595000505447388
},
{
"p": 0.07149498909711838,
"m": 0.9942259788513184
},
{
"p": 0.07141177356243134,
"m": 0.99307781457901
},
{
"p": 0.07152165472507477,
"m": 0.9001956582069397
},
{
"p": 0.07152316719293594,
"m": 0.9470999836921692
},
{
"p": 0.0714157298207283,
"m": 0.5
},
{
"p": 0.07102234661579132,
"m": 0.5
}
]
},
{
"epoch": 115,
"train_loss": 2.272383689880371,
"val_loss": 1.069419026374817,
"acc": 64.64,
"time": 277.7234890500549,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07145224511623383,
"m": 0.5
},
{
"p": 0.07143332064151764,
"m": 0.5
},
{
"p": 0.07152821123600006,
"m": 0.5
},
{
"p": 0.0715266689658165,
"m": 0.9139386415481567
},
{
"p": 0.07129108160734177,
"m": 0.8932988047599792
},
{
"p": 0.0714079737663269,
"m": 0.6107214093208313
},
{
"p": 0.07132302224636078,
"m": 0.915498673915863
},
{
"p": 0.07147197425365448,
"m": 0.9091861844062805
},
{
"p": 0.07137208431959152,
"m": 0.9996498227119446
},
{
"p": 0.07145418971776962,
"m": 0.9838335514068604
},
{
"p": 0.07149636000394821,
"m": 0.8866977095603943
},
{
"p": 0.07145928591489792,
"m": 0.975246250629425
},
{
"p": 0.0714118555188179,
"m": 0.5
},
{
"p": 0.07137176394462585,
"m": 0.5
}
]
},
{
"epoch": 116,
"train_loss": 2.303440809249878,
"val_loss": 1.06294584274292,
"acc": 64.45,
"time": 276.19279506010935,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07150102406740189,
"m": 0.5
},
{
"p": 0.07123018801212311,
"m": 0.5
},
{
"p": 0.07143408805131912,
"m": 0.5
},
{
"p": 0.07156839966773987,
"m": 0.8842077851295471
},
{
"p": 0.07144318521022797,
"m": 0.9526739120483398
},
{
"p": 0.07140576094388962,
"m": 0.7308806777000427
},
{
"p": 0.07146013528108597,
"m": 0.9009458422660828
},
{
"p": 0.07148747891187668,
"m": 0.943490207195282
},
{
"p": 0.07145806401968002,
"m": 0.947825014591217
},
{
"p": 0.07144968211650848,
"m": 0.989048957824707
},
{
"p": 0.07144618034362793,
"m": 0.9339222311973572
},
{
"p": 0.07163979113101959,
"m": 0.9792237877845764
},
{
"p": 0.07140295207500458,
"m": 0.5
},
{
"p": 0.07107310742139816,
"m": 0.5
}
]
},
{
"epoch": 117,
"train_loss": 2.322258472442627,
"val_loss": 1.0753026008605957,
"acc": 64.14,
"time": 276.13432909501716,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07137320190668106,
"m": 0.5
},
{
"p": 0.07132241874933243,
"m": 0.5
},
{
"p": 0.07137539237737656,
"m": 0.5
},
{
"p": 0.07151642441749573,
"m": 0.9653584361076355
},
{
"p": 0.07133729010820389,
"m": 0.9105244278907776
},
{
"p": 0.0713857114315033,
"m": 0.8000676035881042
},
{
"p": 0.07136870175600052,
"m": 1.0
},
{
"p": 0.07148098200559616,
"m": 0.9055650234222412
},
{
"p": 0.07152632623910904,
"m": 0.9043900966644287
},
{
"p": 0.07145381718873978,
"m": 0.9757513403892517
},
{
"p": 0.07153085619211197,
"m": 0.8863101005554199
},
{
"p": 0.07148324698209763,
"m": 1.0
},
{
"p": 0.07140804827213287,
"m": 0.5
},
{
"p": 0.07143756002187729,
"m": 0.5
}
]
},
{
"epoch": 118,
"train_loss": 2.171860694885254,
"val_loss": 0.9710246324539185,
"acc": 65.65,
"time": 276.5312185729854,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07150017470121384,
"m": 0.5
},
{
"p": 0.07145413756370544,
"m": 0.5
},
{
"p": 0.07150208950042725,
"m": 0.5
},
{
"p": 0.07142513245344162,
"m": 0.9453142881393433
},
{
"p": 0.07135213166475296,
"m": 0.9119583368301392
},
{
"p": 0.07124373316764832,
"m": 0.7218886613845825
},
{
"p": 0.07144737988710403,
"m": 1.0
},
{
"p": 0.07145145535469055,
"m": 0.8748361468315125
},
{
"p": 0.07143618911504745,
"m": 0.8722090125083923
},
{
"p": 0.07151728123426437,
"m": 0.9282137751579285
},
{
"p": 0.07150615751743317,
"m": 0.8526836633682251
},
{
"p": 0.07134780287742615,
"m": 0.9940012097358704
},
{
"p": 0.07155274599790573,
"m": 0.5
},
{
"p": 0.0712636187672615,
"m": 0.5
}
]
},
{
"epoch": 119,
"train_loss": 2.12424373626709,
"val_loss": 1.0374724864959717,
"acc": 65.73,
"time": 276.48572742403485,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07139969617128372,
"m": 0.5
},
{
"p": 0.07130135595798492,
"m": 0.5
},
{
"p": 0.07146196812391281,
"m": 0.5
},
{
"p": 0.07134374976158142,
"m": 0.9837043881416321
},
{
"p": 0.07145856320858002,
"m": 0.891953706741333
},
{
"p": 0.07143568992614746,
"m": 0.7616379261016846
},
{
"p": 0.07142454385757446,
"m": 1.0
},
{
"p": 0.07146241515874863,
"m": 0.930823802947998
},
{
"p": 0.07160882651805878,
"m": 0.85198974609375
},
{
"p": 0.07143636792898178,
"m": 1.0
},
{
"p": 0.07141023874282837,
"m": 0.8972232937812805
},
{
"p": 0.07144201546907425,
"m": 1.0
},
{
"p": 0.07149624079465866,
"m": 0.5
},
{
"p": 0.07131829857826233,
"m": 0.5
}
]
},
{
"epoch": 120,
"train_loss": 2.349709987640381,
"val_loss": 0.9359727501869202,
"acc": 64.5,
"time": 275.43531257798895,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07143908739089966,
"m": 0.5
},
{
"p": 0.07123611867427826,
"m": 0.5
},
{
"p": 0.07157468795776367,
"m": 0.5
},
{
"p": 0.07132425159215927,
"m": 0.8963602185249329
},
{
"p": 0.07134805619716644,
"m": 0.9949677586555481
},
{
"p": 0.07146691530942917,
"m": 0.6859180927276611
},
{
"p": 0.07141773402690887,
"m": 0.9871367812156677
},
{
"p": 0.07163955271244049,
"m": 0.9140508770942688
},
{
"p": 0.07147339731454849,
"m": 0.8968585729598999
},
{
"p": 0.07152757793664932,
"m": 0.9948045611381531
},
{
"p": 0.07154348492622375,
"m": 0.7854991555213928
},
{
"p": 0.07155147939920425,
"m": 1.0
},
{
"p": 0.07153112441301346,
"m": 0.5
},
{
"p": 0.07092651724815369,
"m": 0.5
}
]
},
{
"epoch": 121,
"train_loss": 2.0565502643585205,
"val_loss": 0.9943678379058838,
"acc": 65.47,
"time": 275.92938451305963,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07167355716228485,
"m": 0.5
},
{
"p": 0.07141762971878052,
"m": 0.5
},
{
"p": 0.07156459242105484,
"m": 0.5
},
{
"p": 0.07137057185173035,
"m": 0.9835135340690613
},
{
"p": 0.07135683298110962,
"m": 0.9844003915786743
},
{
"p": 0.07127654552459717,
"m": 0.767054557800293
},
{
"p": 0.07145081460475922,
"m": 0.9349422454833984
},
{
"p": 0.07138705998659134,
"m": 1.0
},
{
"p": 0.07147771120071411,
"m": 0.8884085416793823
},
{
"p": 0.07141893357038498,
"m": 0.997057318687439
},
{
"p": 0.07139084488153458,
"m": 0.8424827456474304
},
{
"p": 0.0714753270149231,
"m": 1.0
},
{
"p": 0.07159613817930222,
"m": 0.5
},
{
"p": 0.0711434856057167,
"m": 0.5
}
]
},
{
"epoch": 122,
"train_loss": 2.2238411903381348,
"val_loss": 0.9898420572280884,
"acc": 66.55,
"time": 276.0651636068942,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07135096192359924,
"m": 0.5
},
{
"p": 0.07146234065294266,
"m": 0.5
},
{
"p": 0.07140011340379715,
"m": 0.5
},
{
"p": 0.07156621664762497,
"m": 0.9099695086479187
},
{
"p": 0.07126830518245697,
"m": 0.9178982973098755
},
{
"p": 0.0711391270160675,
"m": 0.8685130476951599
},
{
"p": 0.07148399949073792,
"m": 0.9446749091148376
},
{
"p": 0.0714435875415802,
"m": 1.0
},
{
"p": 0.07152118533849716,
"m": 1.0
},
{
"p": 0.07167581468820572,
"m": 0.9623439311981201
},
{
"p": 0.07142777740955353,
"m": 0.8875914812088013
},
{
"p": 0.07174043357372284,
"m": 1.0
},
{
"p": 0.0713375136256218,
"m": 0.5
},
{
"p": 0.07118260860443115,
"m": 0.5
}
]
},
{
"epoch": 123,
"train_loss": 1.9089419841766357,
"val_loss": 0.9586023092269897,
"acc": 64.85,
"time": 275.94166536501143,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07134565711021423,
"m": 0.5
},
{
"p": 0.07137400656938553,
"m": 0.5
},
{
"p": 0.0714467391371727,
"m": 0.5
},
{
"p": 0.0714954137802124,
"m": 0.9307683110237122
},
{
"p": 0.07135604321956635,
"m": 0.8880671262741089
},
{
"p": 0.07128732651472092,
"m": 0.7743836045265198
},
{
"p": 0.07154488563537598,
"m": 0.9246116280555725
},
{
"p": 0.07141052186489105,
"m": 0.9583216905593872
},
{
"p": 0.07150845974683762,
"m": 0.91806560754776
},
{
"p": 0.07146572321653366,
"m": 0.9744319915771484
},
{
"p": 0.07156682759523392,
"m": 0.8388946056365967
},
{
"p": 0.07127226144075394,
"m": 0.9744807481765747
},
{
"p": 0.0716191828250885,
"m": 0.5
},
{
"p": 0.0713069811463356,
"m": 0.5
}
]
},
{
"epoch": 124,
"train_loss": 2.215254545211792,
"val_loss": 1.0435662269592285,
"acc": 65.14,
"time": 276.2636846919777,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0715298056602478,
"m": 0.5
},
{
"p": 0.07166757434606552,
"m": 0.5
},
{
"p": 0.07149684429168701,
"m": 0.5
},
{
"p": 0.07130495458841324,
"m": 0.996120035648346
},
{
"p": 0.07121863961219788,
"m": 0.8799176812171936
},
{
"p": 0.07137013226747513,
"m": 0.7223061919212341
},
{
"p": 0.07149875164031982,
"m": 0.9491829872131348
},
{
"p": 0.07141537964344025,
"m": 0.8045331239700317
},
{
"p": 0.07149459421634674,
"m": 0.9293407201766968
},
{
"p": 0.07153002172708511,
"m": 0.9408746957778931
},
{
"p": 0.07140933722257614,
"m": 0.8967474699020386
},
{
"p": 0.07151151448488235,
"m": 0.9887720942497253
},
{
"p": 0.0713215172290802,
"m": 0.5
},
{
"p": 0.07123088091611862,
"m": 0.5
}
]
},
{
"epoch": 125,
"train_loss": 2.365203380584717,
"val_loss": 0.948946475982666,
"acc": 65.52,
"time": 275.01534412801266,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07149852812290192,
"m": 0.5
},
{
"p": 0.07121619582176208,
"m": 0.5
},
{
"p": 0.07138773798942566,
"m": 0.5
},
{
"p": 0.07151635736227036,
"m": 0.974281370639801
},
{
"p": 0.07146485894918442,
"m": 0.9245246648788452
},
{
"p": 0.07128969579935074,
"m": 0.7437465190887451
},
{
"p": 0.07133929431438446,
"m": 0.9969110488891602
},
{
"p": 0.07146166265010834,
"m": 0.784747838973999
},
{
"p": 0.07160528004169464,
"m": 0.950045108795166
},
{
"p": 0.0714396983385086,
"m": 0.9404411911964417
},
{
"p": 0.071587935090065,
"m": 0.8155146837234497
},
{
"p": 0.07137677818536758,
"m": 0.9878599643707275
},
{
"p": 0.07148829847574234,
"m": 0.5
},
{
"p": 0.07132766395807266,
"m": 0.5
}
]
},
{
"epoch": 126,
"train_loss": 2.304645538330078,
"val_loss": 1.0277808904647827,
"acc": 65.63,
"time": 276.6820354979718,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07137586176395416,
"m": 0.5
},
{
"p": 0.07126422226428986,
"m": 0.5
},
{
"p": 0.0714855045080185,
"m": 0.5
},
{
"p": 0.07157380878925323,
"m": 0.9930757880210876
},
{
"p": 0.07140062749385834,
"m": 0.8958134651184082
},
{
"p": 0.07129789143800735,
"m": 0.8149625062942505
},
{
"p": 0.07144401967525482,
"m": 0.9863910675048828
},
{
"p": 0.07144774496555328,
"m": 0.7343598008155823
},
{
"p": 0.07148217409849167,
"m": 0.9598238468170166
},
{
"p": 0.07145284861326218,
"m": 0.9989455342292786
},
{
"p": 0.07151665538549423,
"m": 0.846574068069458
},
{
"p": 0.07156691700220108,
"m": 0.9974085092544556
},
{
"p": 0.07147868722677231,
"m": 0.5
},
{
"p": 0.07121305912733078,
"m": 0.5
}
]
},
{
"epoch": 127,
"train_loss": 2.518706798553467,
"val_loss": 1.0058856010437012,
"acc": 65.94,
"time": 276.72818485600874,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0715387836098671,
"m": 0.5
},
{
"p": 0.07127470523118973,
"m": 0.5
},
{
"p": 0.07143788784742355,
"m": 0.5
},
{
"p": 0.07160529494285583,
"m": 0.9099134802818298
},
{
"p": 0.07157507538795471,
"m": 0.7046667337417603
},
{
"p": 0.07117506861686707,
"m": 0.8685766458511353
},
{
"p": 0.071504607796669,
"m": 0.8769723773002625
},
{
"p": 0.07146984338760376,
"m": 0.8401934504508972
},
{
"p": 0.07151073217391968,
"m": 0.9938243627548218
},
{
"p": 0.07155593484640121,
"m": 0.9407045841217041
},
{
"p": 0.07144121825695038,
"m": 0.8279062509536743
},
{
"p": 0.07133027166128159,
"m": 0.9933828115463257
},
{
"p": 0.07137440145015717,
"m": 0.5
},
{
"p": 0.0712062194943428,
"m": 0.5
}
]
},
{
"epoch": 128,
"train_loss": 2.1972174644470215,
"val_loss": 1.0663082599639893,
"acc": 64.28,
"time": 276.229536422994,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07170601934194565,
"m": 0.5
},
{
"p": 0.0714949443936348,
"m": 0.5
},
{
"p": 0.07165583968162537,
"m": 0.5
},
{
"p": 0.07135817408561707,
"m": 0.9621555209159851
},
{
"p": 0.0713391825556755,
"m": 0.7742025852203369
},
{
"p": 0.07114938646554947,
"m": 0.8437291383743286
},
{
"p": 0.07121764868497849,
"m": 0.8804768919944763
},
{
"p": 0.07130525261163712,
"m": 0.8116453886032104
},
{
"p": 0.07136398553848267,
"m": 0.9567504525184631
},
{
"p": 0.07158885896205902,
"m": 0.9794942736625671
},
{
"p": 0.07135244458913803,
"m": 0.8828443884849548
},
{
"p": 0.07144320011138916,
"m": 1.0
},
{
"p": 0.07160963118076324,
"m": 0.5
},
{
"p": 0.07141545414924622,
"m": 0.5
}
]
},
{
"epoch": 129,
"train_loss": 2.1921157836914062,
"val_loss": 1.1052745580673218,
"acc": 65.47,
"time": 276.0628494290868,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0713319480419159,
"m": 0.5
},
{
"p": 0.07127729058265686,
"m": 0.5
},
{
"p": 0.07149763405323029,
"m": 0.5
},
{
"p": 0.07144438475370407,
"m": 0.9671396017074585
},
{
"p": 0.07134617120027542,
"m": 0.8013898730278015
},
{
"p": 0.07132326811552048,
"m": 0.8274259567260742
},
{
"p": 0.07156538218259811,
"m": 0.845456600189209
},
{
"p": 0.0713798999786377,
"m": 0.8464242815971375
},
{
"p": 0.07147098332643509,
"m": 0.8544684052467346
},
{
"p": 0.07155994325876236,
"m": 0.9776285290718079
},
{
"p": 0.07163240760564804,
"m": 0.8355141878128052
},
{
"p": 0.07143700867891312,
"m": 0.9974033832550049
},
{
"p": 0.07154529541730881,
"m": 0.5
},
{
"p": 0.07118838280439377,
"m": 0.5
}
]
},
{
"epoch": 130,
"train_loss": 2.2131991386413574,
"val_loss": 1.0723562240600586,
"acc": 65.21,
"time": 275.3591827569762,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07173122465610504,
"m": 0.5
},
{
"p": 0.07122579962015152,
"m": 0.5
},
{
"p": 0.07149987667798996,
"m": 0.5
},
{
"p": 0.07149317115545273,
"m": 0.9985865950584412
},
{
"p": 0.07129271328449249,
"m": 0.6939820051193237
},
{
"p": 0.07128501683473587,
"m": 0.8300981521606445
},
{
"p": 0.07152498513460159,
"m": 0.7836037874221802
},
{
"p": 0.07138175517320633,
"m": 0.8133748173713684
},
{
"p": 0.07143520563840866,
"m": 0.8010656237602234
},
{
"p": 0.07166095823049545,
"m": 1.0
},
{
"p": 0.07139551639556885,
"m": 0.8280705809593201
},
{
"p": 0.07129963487386703,
"m": 1.0
},
{
"p": 0.0716216042637825,
"m": 0.5
},
{
"p": 0.07115254551172256,
"m": 0.5
}
]
},
{
"epoch": 131,
"train_loss": 2.4353489875793457,
"val_loss": 1.1181641817092896,
"acc": 63.76,
"time": 276.6228549119551,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07161629945039749,
"m": 0.5
},
{
"p": 0.0709327757358551,
"m": 0.5
},
{
"p": 0.07145965099334717,
"m": 0.5
},
{
"p": 0.07136549055576324,
"m": 0.951726496219635
},
{
"p": 0.0715416744351387,
"m": 0.7220258712768555
},
{
"p": 0.07134149968624115,
"m": 0.8569775223731995
},
{
"p": 0.07168766856193542,
"m": 0.8193376660346985
},
{
"p": 0.07130338251590729,
"m": 0.8246215581893921
},
{
"p": 0.07160861790180206,
"m": 0.7678425908088684
},
{
"p": 0.07168266922235489,
"m": 1.0
},
{
"p": 0.07146509736776352,
"m": 0.8451282978057861
},
{
"p": 0.07158372551202774,
"m": 1.0
},
{
"p": 0.0712520182132721,
"m": 0.5
},
{
"p": 0.07115943729877472,
"m": 0.5
}
]
},
{
"epoch": 132,
"train_loss": 2.4908177852630615,
"val_loss": 1.023350477218628,
"acc": 65.07,
"time": 275.88990599499084,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07150106132030487,
"m": 0.5
},
{
"p": 0.07133272290229797,
"m": 0.5
},
{
"p": 0.07160060107707977,
"m": 0.5
},
{
"p": 0.0717594102025032,
"m": 1.0
},
{
"p": 0.07120736688375473,
"m": 0.7002008557319641
},
{
"p": 0.07114001363515854,
"m": 0.8655536770820618
},
{
"p": 0.07151193916797638,
"m": 0.8124582171440125
},
{
"p": 0.0711984634399414,
"m": 0.9894993305206299
},
{
"p": 0.07175381481647491,
"m": 0.8224329948425293
},
{
"p": 0.07128717750310898,
"m": 0.9945926666259766
},
{
"p": 0.07160287350416183,
"m": 0.9023328423500061
},
{
"p": 0.07143182307481766,
"m": 0.9990410208702087
},
{
"p": 0.07157719135284424,
"m": 0.5
},
{
"p": 0.07109551876783371,
"m": 0.5
}
]
},
{
"epoch": 133,
"train_loss": 2.6365299224853516,
"val_loss": 1.0900522470474243,
"acc": 64.22,
"time": 276.10244466306176,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07156513631343842,
"m": 0.5
},
{
"p": 0.07119236141443253,
"m": 0.5
},
{
"p": 0.07148028910160065,
"m": 0.5
},
{
"p": 0.07147341966629028,
"m": 0.9638901948928833
},
{
"p": 0.0715874433517456,
"m": 0.6564552187919617
},
{
"p": 0.07111498713493347,
"m": 0.8405817747116089
},
{
"p": 0.07138114422559738,
"m": 0.891099750995636
},
{
"p": 0.07156049460172653,
"m": 0.9010130763053894
},
{
"p": 0.07152632623910904,
"m": 0.839735209941864
},
{
"p": 0.07112400978803635,
"m": 0.9761539101600647
},
{
"p": 0.07172393053770065,
"m": 0.7984642386436462
},
{
"p": 0.0715050920844078,
"m": 1.0
},
{
"p": 0.0714675784111023,
"m": 0.5
},
{
"p": 0.0712977945804596,
"m": 0.5
}
]
},
{
"epoch": 134,
"train_loss": 2.214155435562134,
"val_loss": 0.9566808938980103,
"acc": 66.27,
"time": 306.4122001460055,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0715804472565651,
"m": 0.5
},
{
"p": 0.07143846899271011,
"m": 0.5
},
{
"p": 0.07117568701505661,
"m": 0.5
},
{
"p": 0.07127215713262558,
"m": 1.0
},
{
"p": 0.07151085883378983,
"m": 0.4502963125705719
},
{
"p": 0.07140979170799255,
"m": 0.8653594255447388
},
{
"p": 0.07152941077947617,
"m": 0.9544896483421326
},
{
"p": 0.07143174111843109,
"m": 0.9536788463592529
},
{
"p": 0.07140812277793884,
"m": 0.8561778664588928
},
{
"p": 0.07142080366611481,
"m": 0.9715492129325867
},
{
"p": 0.0715228021144867,
"m": 0.961338996887207
},
{
"p": 0.07153301686048508,
"m": 0.9903167486190796
},
{
"p": 0.07145661115646362,
"m": 0.5
},
{
"p": 0.0713101178407669,
"m": 0.5
}
]
},
{
"epoch": 135,
"train_loss": 2.3323583602905273,
"val_loss": 0.9706676006317139,
"acc": 66.01,
"time": 278.4386365310056,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07147262990474701,
"m": 0.5
},
{
"p": 0.07114583998918533,
"m": 0.5
},
{
"p": 0.07178045064210892,
"m": 0.5
},
{
"p": 0.07142394781112671,
"m": 0.9997130632400513
},
{
"p": 0.07137581706047058,
"m": 0.41628873348236084
},
{
"p": 0.07148268073797226,
"m": 0.8018808364868164
},
{
"p": 0.07141172885894775,
"m": 0.8562685251235962
},
{
"p": 0.07146462053060532,
"m": 1.0
},
{
"p": 0.07137801498174667,
"m": 0.8444803357124329
},
{
"p": 0.07155855000019073,
"m": 0.8609991073608398
},
{
"p": 0.07133817672729492,
"m": 0.9401570558547974
},
{
"p": 0.07135123759508133,
"m": 1.0
},
{
"p": 0.07163930684328079,
"m": 0.5
},
{
"p": 0.07117701321840286,
"m": 0.5
}
]
},
{
"epoch": 136,
"train_loss": 2.236016035079956,
"val_loss": 1.0193305015563965,
"acc": 66.14,
"time": 276.6534272020217,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07141117751598358,
"m": 0.5
},
{
"p": 0.07122667878866196,
"m": 0.5
},
{
"p": 0.07159408926963806,
"m": 0.5
},
{
"p": 0.07134697586297989,
"m": 0.8952109217643738
},
{
"p": 0.07134909182786942,
"m": 0.4521857500076294
},
{
"p": 0.0711936205625534,
"m": 0.8596142530441284
},
{
"p": 0.07147820293903351,
"m": 0.886810839176178
},
{
"p": 0.07143011689186096,
"m": 0.9404039978981018
},
{
"p": 0.0715932548046112,
"m": 1.0
},
{
"p": 0.07158154249191284,
"m": 0.847315788269043
},
{
"p": 0.07158716768026352,
"m": 0.9946998953819275
},
{
"p": 0.07147388905286789,
"m": 0.9938136339187622
},
{
"p": 0.07147835940122604,
"m": 0.5
},
{
"p": 0.07125580310821533,
"m": 0.5
}
]
},
{
"epoch": 137,
"train_loss": 2.1250033378601074,
"val_loss": 0.9570232033729553,
"acc": 66.46,
"time": 275.9069700469263,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07155479490756989,
"m": 0.5
},
{
"p": 0.0714716836810112,
"m": 0.5
},
{
"p": 0.07131396979093552,
"m": 0.5
},
{
"p": 0.07150203734636307,
"m": 0.9431881308555603
},
{
"p": 0.07128234952688217,
"m": 0.391341894865036
},
{
"p": 0.07111188769340515,
"m": 0.930895984172821
},
{
"p": 0.07132232189178467,
"m": 0.8176084160804749
},
{
"p": 0.0715813934803009,
"m": 0.7848283648490906
},
{
"p": 0.07144795358181,
"m": 0.9293710589408875
},
{
"p": 0.0715046301484108,
"m": 0.9379200339317322
},
{
"p": 0.07162376493215561,
"m": 1.0
},
{
"p": 0.0713791772723198,
"m": 1.0
},
{
"p": 0.07161534577608109,
"m": 0.5
},
{
"p": 0.07128870487213135,
"m": 0.5
}
]
},
{
"epoch": 138,
"train_loss": 2.136561393737793,
"val_loss": 1.1104974746704102,
"acc": 65.79,
"time": 276.48400926205795,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07154661417007446,
"m": 0.5
},
{
"p": 0.07103817164897919,
"m": 0.5
},
{
"p": 0.07154620438814163,
"m": 0.5
},
{
"p": 0.07181665301322937,
"m": 0.9699645042419434
},
{
"p": 0.07129823416471481,
"m": 0.2664085626602173
},
{
"p": 0.07130205631256104,
"m": 0.8378702402114868
},
{
"p": 0.07171139121055603,
"m": 1.0
},
{
"p": 0.07134804129600525,
"m": 0.7322788238525391
},
{
"p": 0.07155675441026688,
"m": 0.948058545589447
},
{
"p": 0.07144324481487274,
"m": 0.9042643308639526
},
{
"p": 0.07167396694421768,
"m": 0.9925429821014404
},
{
"p": 0.07134415954351425,
"m": 0.9320856928825378
},
{
"p": 0.07138066738843918,
"m": 0.5
},
{
"p": 0.0709938183426857,
"m": 0.5
}
]
},
{
"epoch": 139,
"train_loss": 2.3971810340881348,
"val_loss": 1.032508134841919,
"acc": 65.94,
"time": 275.9114472909132,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07147902250289917,
"m": 0.5
},
{
"p": 0.0712738186120987,
"m": 0.5
},
{
"p": 0.07143869996070862,
"m": 0.5
},
{
"p": 0.07141892611980438,
"m": 0.9749863743782043
},
{
"p": 0.07140909880399704,
"m": 0.35920530557632446
},
{
"p": 0.07141853123903275,
"m": 0.9193800091743469
},
{
"p": 0.071431964635849,
"m": 0.9344308376312256
},
{
"p": 0.07137474417686462,
"m": 0.7543302774429321
},
{
"p": 0.07177415490150452,
"m": 1.0
},
{
"p": 0.0715055987238884,
"m": 0.9591835737228394
},
{
"p": 0.07151120901107788,
"m": 0.9357658624649048
},
{
"p": 0.07152679562568665,
"m": 1.0
},
{
"p": 0.07146982103586197,
"m": 0.5
},
{
"p": 0.07096768915653229,
"m": 0.5
}
]
},
{
"epoch": 140,
"train_loss": 2.4517428874969482,
"val_loss": 1.0371710062026978,
"acc": 65.23,
"time": 281.9479763949057,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07156366109848022,
"m": 0.5
},
{
"p": 0.07136782258749008,
"m": 0.5
},
{
"p": 0.07160864770412445,
"m": 0.5
},
{
"p": 0.07148021459579468,
"m": 0.9111796021461487
},
{
"p": 0.0713014081120491,
"m": 0.4750283360481262
},
{
"p": 0.07106874883174896,
"m": 0.9815550446510315
},
{
"p": 0.07143671065568924,
"m": 0.8360404968261719
},
{
"p": 0.07136639952659607,
"m": 0.8017688989639282
},
{
"p": 0.07152295857667923,
"m": 0.9923230409622192
},
{
"p": 0.07138839364051819,
"m": 0.897688090801239
},
{
"p": 0.07168398797512054,
"m": 0.8912750482559204
},
{
"p": 0.07151896506547928,
"m": 0.9995530843734741
},
{
"p": 0.07153373211622238,
"m": 0.5
},
{
"p": 0.07115837186574936,
"m": 0.5
}
]
},
{
"epoch": 141,
"train_loss": 2.1375038623809814,
"val_loss": 1.0250808000564575,
"acc": 65.85,
"time": 292.67779298604,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07165172696113586,
"m": 0.5
},
{
"p": 0.07113806903362274,
"m": 0.5
},
{
"p": 0.07138537615537643,
"m": 0.5
},
{
"p": 0.07131161540746689,
"m": 0.9444923400878906
},
{
"p": 0.07144876569509506,
"m": 0.5203365683555603
},
{
"p": 0.07123841345310211,
"m": 1.0
},
{
"p": 0.07155381143093109,
"m": 0.9085290431976318
},
{
"p": 0.07143811881542206,
"m": 0.7907716631889343
},
{
"p": 0.07153069972991943,
"m": 0.9263954162597656
},
{
"p": 0.07146535813808441,
"m": 1.0
},
{
"p": 0.07147758454084396,
"m": 0.8907774090766907
},
{
"p": 0.07156502455472946,
"m": 1.0
},
{
"p": 0.07156971096992493,
"m": 0.5
},
{
"p": 0.07122571021318436,
"m": 0.5
}
]
},
{
"epoch": 142,
"train_loss": 2.184305429458618,
"val_loss": 0.9947629570960999,
"acc": 66.28,
"time": 301.0567512960406,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07150928676128387,
"m": 0.5
},
{
"p": 0.07123146206140518,
"m": 0.5
},
{
"p": 0.07139771431684494,
"m": 0.5
},
{
"p": 0.07149055600166321,
"m": 0.9235570430755615
},
{
"p": 0.07145482301712036,
"m": 0.5616307854652405
},
{
"p": 0.07127401232719421,
"m": 0.9364292025566101
},
{
"p": 0.0714363157749176,
"m": 0.9629889726638794
},
{
"p": 0.07147124409675598,
"m": 0.9197771549224854
},
{
"p": 0.07143248617649078,
"m": 0.9333632588386536
},
{
"p": 0.0716315358877182,
"m": 0.9814068078994751
},
{
"p": 0.07142262160778046,
"m": 0.8693252801895142
},
{
"p": 0.07140723615884781,
"m": 1.0
},
{
"p": 0.07161533832550049,
"m": 0.5
},
{
"p": 0.07122539728879929,
"m": 0.5
}
]
},
{
"epoch": 143,
"train_loss": 2.1621344089508057,
"val_loss": 0.9430596232414246,
"acc": 65.44,
"time": 296.4025230590487,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07156135141849518,
"m": 0.5
},
{
"p": 0.07122170925140381,
"m": 0.5
},
{
"p": 0.0714275911450386,
"m": 0.5
},
{
"p": 0.07128269225358963,
"m": 0.9680147767066956
},
{
"p": 0.07136426866054535,
"m": 0.6217267513275146
},
{
"p": 0.07128814607858658,
"m": 0.9618118405342102
},
{
"p": 0.07163865864276886,
"m": 0.9403471946716309
},
{
"p": 0.07137557119131088,
"m": 0.9182396531105042
},
{
"p": 0.07154061645269394,
"m": 0.8950968980789185
},
{
"p": 0.07156917452812195,
"m": 0.977932333946228
},
{
"p": 0.07146704941987991,
"m": 0.8960279226303101
},
{
"p": 0.07148906588554382,
"m": 1.0
},
{
"p": 0.07154002785682678,
"m": 0.5
},
{
"p": 0.07123405486345291,
"m": 0.5
}
]
},
{
"epoch": 144,
"train_loss": 2.3812122344970703,
"val_loss": 0.9101909399032593,
"acc": 66.07,
"time": 306.9771007829113,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07132768630981445,
"m": 0.5
},
{
"p": 0.07142003625631332,
"m": 0.5
},
{
"p": 0.0714157372713089,
"m": 0.5
},
{
"p": 0.07169001549482346,
"m": 0.9898464679718018
},
{
"p": 0.07119732350111008,
"m": 0.6197451949119568
},
{
"p": 0.07118654251098633,
"m": 0.9604853987693787
},
{
"p": 0.07149726897478104,
"m": 0.9738785624504089
},
{
"p": 0.07139918953180313,
"m": 0.9990923404693604
},
{
"p": 0.07137774676084518,
"m": 0.9272081851959229
},
{
"p": 0.07165316492319107,
"m": 0.9795228838920593
},
{
"p": 0.07148588448762894,
"m": 0.8506399989128113
},
{
"p": 0.07141002267599106,
"m": 1.0
},
{
"p": 0.07153595238924026,
"m": 0.5
},
{
"p": 0.07140340656042099,
"m": 0.5
}
]
},
{
"epoch": 145,
"train_loss": 2.1511945724487305,
"val_loss": 1.0197880268096924,
"acc": 66.28,
"time": 287.2777595259249,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07169198989868164,
"m": 0.5
},
{
"p": 0.07133044302463531,
"m": 0.5
},
{
"p": 0.07151313126087189,
"m": 0.5
},
{
"p": 0.07130751013755798,
"m": 0.9746645092964172
},
{
"p": 0.07143408805131912,
"m": 0.7364702820777893
},
{
"p": 0.07107185572385788,
"m": 0.9757491946220398
},
{
"p": 0.07146234065294266,
"m": 0.891747236251831
},
{
"p": 0.07144290953874588,
"m": 0.9606854319572449
},
{
"p": 0.07142811268568039,
"m": 0.8983399271965027
},
{
"p": 0.07162672281265259,
"m": 0.9838383197784424
},
{
"p": 0.07173740118741989,
"m": 0.7880184650421143
},
{
"p": 0.07144063711166382,
"m": 1.0
},
{
"p": 0.07157641649246216,
"m": 0.5
},
{
"p": 0.07093639671802521,
"m": 0.5
}
]
},
{
"epoch": 146,
"train_loss": 2.6994547843933105,
"val_loss": 1.0451579093933105,
"acc": 65.52,
"time": 309.8052482029889,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.0717053934931755,
"m": 0.5
},
{
"p": 0.0711187943816185,
"m": 0.5
},
{
"p": 0.07151853293180466,
"m": 0.5
},
{
"p": 0.0714387521147728,
"m": 1.0
},
{
"p": 0.0713687464594841,
"m": 0.5644679665565491
},
{
"p": 0.07121331989765167,
"m": 0.9968320727348328
},
{
"p": 0.07140609622001648,
"m": 0.8373374938964844
},
{
"p": 0.07156707346439362,
"m": 0.9539992809295654
},
{
"p": 0.07143105566501617,
"m": 1.0
},
{
"p": 0.07125559449195862,
"m": 0.9911944270133972
},
{
"p": 0.07187383621931076,
"m": 0.9627604484558105
},
{
"p": 0.07148408144712448,
"m": 0.9973188042640686
},
{
"p": 0.07152577489614487,
"m": 0.5
},
{
"p": 0.07109296321868896,
"m": 0.5
}
]
},
{
"epoch": 147,
"train_loss": 2.210082769393921,
"val_loss": 0.9962294697761536,
"acc": 65.12,
"time": 288.09832909994293,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07140804827213287,
"m": 0.5
},
{
"p": 0.07159202545881271,
"m": 0.5
},
{
"p": 0.07180220633745193,
"m": 0.5
},
{
"p": 0.07144779711961746,
"m": 0.9288647770881653
},
{
"p": 0.07127052545547485,
"m": 0.6481580138206482
},
{
"p": 0.07096708565950394,
"m": 1.0
},
{
"p": 0.07148462533950806,
"m": 0.8156448602676392
},
{
"p": 0.07152476161718369,
"m": 0.9925370812416077
},
{
"p": 0.07147333770990372,
"m": 0.9662124514579773
},
{
"p": 0.07153011858463287,
"m": 0.9952912926673889
},
{
"p": 0.07173728197813034,
"m": 0.9353368878364563
},
{
"p": 0.07143111526966095,
"m": 1.0
},
{
"p": 0.07141095399856567,
"m": 0.5
},
{
"p": 0.07092010229825974,
"m": 0.5
}
]
},
{
"epoch": 148,
"train_loss": 2.0627248287200928,
"val_loss": 1.0274897813796997,
"acc": 66.82,
"time": 287.7650827760808,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07153026759624481,
"m": 0.5
},
{
"p": 0.07126293331384659,
"m": 0.5
},
{
"p": 0.07151719182729721,
"m": 0.5
},
{
"p": 0.07133957743644714,
"m": 0.9900022745132446
},
{
"p": 0.07126621901988983,
"m": 0.604200541973114
},
{
"p": 0.07108034193515778,
"m": 0.9929876923561096
},
{
"p": 0.07155008614063263,
"m": 0.9822781682014465
},
{
"p": 0.07142207771539688,
"m": 0.993656575679779
},
{
"p": 0.07154666632413864,
"m": 0.9053465723991394
},
{
"p": 0.0715162381529808,
"m": 0.9754144549369812
},
{
"p": 0.07156379520893097,
"m": 0.9126284718513489
},
{
"p": 0.07146798074245453,
"m": 1.0
},
{
"p": 0.07173718512058258,
"m": 0.5
},
{
"p": 0.07119947671890259,
"m": 0.5
}
]
},
{
"epoch": 149,
"train_loss": 2.1658475399017334,
"val_loss": 1.130685567855835,
"acc": 67.02,
"time": 276.5124376149615,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07154356688261032,
"m": 0.5
},
{
"p": 0.07140782475471497,
"m": 0.5
},
{
"p": 0.07172734290361404,
"m": 0.5
},
{
"p": 0.07140237092971802,
"m": 0.9839674830436707
},
{
"p": 0.07118787616491318,
"m": 0.7121697068214417
},
{
"p": 0.07109905779361725,
"m": 0.971776008605957
},
{
"p": 0.0714147686958313,
"m": 0.8353601694107056
},
{
"p": 0.07156098634004593,
"m": 0.876514732837677
},
{
"p": 0.07154784351587296,
"m": 0.9149850010871887
},
{
"p": 0.07166554033756256,
"m": 0.9959346055984497
},
{
"p": 0.07148534804582596,
"m": 0.9840023517608643
},
{
"p": 0.07133098691701889,
"m": 0.9716159105300903
},
{
"p": 0.07160612940788269,
"m": 0.5
},
{
"p": 0.07102041691541672,
"m": 0.5
}
]
},
{
"epoch": 150,
"train_loss": 2.1040701866149902,
"val_loss": 0.9958667159080505,
"acc": 65.12,
"time": 276.73280150804203,
"mix_dist": 0.9990000128746033,
"param": [
{
"p": 0.07150773704051971,
"m": 0.5
},
{
"p": 0.0711509957909584,
"m": 0.5
},
{
"p": 0.07157332450151443,
"m": 0.5
},
{
"p": 0.07140146195888519,
"m": 0.9942365288734436
},
{
"p": 0.07144100964069366,
"m": 0.6387197375297546
},
{
"p": 0.07107586413621902,
"m": 0.9914250373840332
},
{
"p": 0.07139107584953308,
"m": 0.8766637444496155
},
{
"p": 0.0712561160326004,
"m": 0.9271112084388733
},
{
"p": 0.07165861129760742,
"m": 0.9507907629013062
},
{
"p": 0.07154761999845505,
"m": 1.0
},
{
"p": 0.07164402306079865,
"m": 0.912746012210846
},
{
"p": 0.07158984988927841,
"m": 1.0
},
{
"p": 0.07158707082271576,
"m": 0.5
},
{
"p": 0.0711752250790596,
"m": 0.5
}
]
}
]
}
Reference in a new issue View git blame Copy permalink