smart_augmentation/higher/res/log/Aug_mod(Data_augV5(UniformFx-14TFx2-Mag)-LeNet)-100 epochs (dataug:0)- 10 in_it.json

6526 lines
105 KiB
JSON
Raw Normal View History

{
"Accuracy": 71.34,
"Time": [
120.47553587090997,
1.3154972556108693
],
"Device": "TITAN RTX",
"Param_names": [
"Identity",
"FlipUD",
"FlipLR",
"Rotate",
"TranslateX",
"TranslateY",
"ShearX",
"ShearY",
"Contrast",
"Color",
"Brightness",
"Sharpness",
"Posterize",
"Solarize"
],
"Log": [
{
"epoch": 1,
"train_loss": 2.2823519706726074,
"val_loss": 2.2680890560150146,
"acc": 12.23,
"time": 119.05040600999999,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9835677146911621
},
{
"p": 0.0714285746216774,
"m": 0.9554539918899536
},
{
"p": 0.0714285746216774,
"m": 0.97649747133255
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9857615232467651
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 2,
"train_loss": 2.329368829727173,
"val_loss": 2.0741283893585205,
"acc": 24.12,
"time": 118.395064074,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9313467144966125
},
{
"p": 0.0714285746216774,
"m": 0.9308419823646545
},
{
"p": 0.0714285746216774,
"m": 0.9238020181655884
},
{
"p": 0.0714285746216774,
"m": 0.9927018284797668
},
{
"p": 0.0714285746216774,
"m": 0.9482818841934204
},
{
"p": 0.0714285746216774,
"m": 0.9852496385574341
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9901525378227234
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 3,
"train_loss": 2.0327649116516113,
"val_loss": 1.8770121335983276,
"acc": 32.36,
"time": 119.522265602,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.8801674842834473
},
{
"p": 0.0714285746216774,
"m": 0.9407938122749329
},
{
"p": 0.0714285746216774,
"m": 0.8954117894172668
},
{
"p": 0.0714285746216774,
"m": 0.9875807166099548
},
{
"p": 0.0714285746216774,
"m": 0.9124463796615601
},
{
"p": 0.0714285746216774,
"m": 0.9378939867019653
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9696944952011108
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 4,
"train_loss": 2.053103446960449,
"val_loss": 1.8827669620513916,
"acc": 34.79,
"time": 119.62141722000001,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.8409633636474609
},
{
"p": 0.0714285746216774,
"m": 0.959021270275116
},
{
"p": 0.0714285746216774,
"m": 0.9050344228744507
},
{
"p": 0.0714285746216774,
"m": 0.9734348654747009
},
{
"p": 0.0714285746216774,
"m": 0.8728070259094238
},
{
"p": 0.0714285746216774,
"m": 0.8939290642738342
},
{
"p": 0.0714285746216774,
"m": 0.9976509809494019
},
{
"p": 0.0714285746216774,
"m": 0.9215624332427979
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 5,
"train_loss": 1.9005825519561768,
"val_loss": 1.7072583436965942,
"acc": 38.51,
"time": 120.40543082700003,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.7892929315567017
},
{
"p": 0.0714285746216774,
"m": 0.9383187294006348
},
{
"p": 0.0714285746216774,
"m": 0.9482793807983398
},
{
"p": 0.0714285746216774,
"m": 0.9203611612319946
},
{
"p": 0.0714285746216774,
"m": 0.89806067943573
},
{
"p": 0.0714285746216774,
"m": 0.8730233907699585
},
{
"p": 0.0714285746216774,
"m": 0.9653171896934509
},
{
"p": 0.0714285746216774,
"m": 0.8862181305885315
},
{
"p": 0.0714285746216774,
"m": 0.986318826675415
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 6,
"train_loss": 1.8468177318572998,
"val_loss": 1.6044529676437378,
"acc": 41.78,
"time": 121.00746714299999,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.7628084421157837
},
{
"p": 0.0714285746216774,
"m": 0.9408506751060486
},
{
"p": 0.0714285746216774,
"m": 0.9853373169898987
},
{
"p": 0.0714285746216774,
"m": 0.8571880459785461
},
{
"p": 0.0714285746216774,
"m": 0.8809831738471985
},
{
"p": 0.0714285746216774,
"m": 0.8401467204093933
},
{
"p": 0.0714285746216774,
"m": 0.9232432246208191
},
{
"p": 0.0714285746216774,
"m": 0.8579502701759338
},
{
"p": 0.0714285746216774,
"m": 0.9726567268371582
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 7,
"train_loss": 1.720752239227295,
"val_loss": 1.6629350185394287,
"acc": 41.53,
"time": 120.47443378399998,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.7117184400558472
},
{
"p": 0.0714285746216774,
"m": 0.9495269656181335
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.8192465305328369
},
{
"p": 0.0714285746216774,
"m": 0.8679090142250061
},
{
"p": 0.0714285746216774,
"m": 0.7957594990730286
},
{
"p": 0.0714285746216774,
"m": 0.8903461694717407
},
{
"p": 0.0714285746216774,
"m": 0.8225553035736084
},
{
"p": 0.0714285746216774,
"m": 0.9956232309341431
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 8,
"train_loss": 1.8715860843658447,
"val_loss": 1.5702826976776123,
"acc": 44.83,
"time": 119.55426863399998,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.6734375953674316
},
{
"p": 0.0714285746216774,
"m": 0.9637178182601929
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.7829004526138306
},
{
"p": 0.0714285746216774,
"m": 0.8211473822593689
},
{
"p": 0.0714285746216774,
"m": 0.7521470785140991
},
{
"p": 0.0714285746216774,
"m": 0.8868252635002136
},
{
"p": 0.0714285746216774,
"m": 0.7680034637451172
},
{
"p": 0.0714285746216774,
"m": 0.9732364416122437
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 9,
"train_loss": 1.87997305393219,
"val_loss": 1.4474008083343506,
"acc": 46.7,
"time": 120.44659615799992,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.6487317085266113
},
{
"p": 0.0714285746216774,
"m": 0.989526629447937
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.7522581219673157
},
{
"p": 0.0714285746216774,
"m": 0.7997105121612549
},
{
"p": 0.0714285746216774,
"m": 0.7359482049942017
},
{
"p": 0.0714285746216774,
"m": 0.8801692128181458
},
{
"p": 0.0714285746216774,
"m": 0.7390889525413513
},
{
"p": 0.0714285746216774,
"m": 0.9780926704406738
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 10,
"train_loss": 1.8920496702194214,
"val_loss": 1.4965567588806152,
"acc": 47.61,
"time": 118.68922717800001,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.6178627014160156
},
{
"p": 0.0714285746216774,
"m": 0.9836831092834473
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.7033228874206543
},
{
"p": 0.0714285746216774,
"m": 0.8001726269721985
},
{
"p": 0.0714285746216774,
"m": 0.7492716312408447
},
{
"p": 0.0714285746216774,
"m": 0.8784754276275635
},
{
"p": 0.0714285746216774,
"m": 0.7554080486297607
},
{
"p": 0.0714285746216774,
"m": 0.977458119392395
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 11,
"train_loss": 1.8015453815460205,
"val_loss": 1.516754388809204,
"acc": 47.96,
"time": 119.80944942400015,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5911000967025757
},
{
"p": 0.0714285746216774,
"m": 0.9756099581718445
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.6667020916938782
},
{
"p": 0.0714285746216774,
"m": 0.7935130596160889
},
{
"p": 0.0714285746216774,
"m": 0.7438437938690186
},
{
"p": 0.0714285746216774,
"m": 0.8860036134719849
},
{
"p": 0.0714285746216774,
"m": 0.7320547103881836
},
{
"p": 0.0714285746216774,
"m": 0.9852198362350464
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 12,
"train_loss": 1.675858974456787,
"val_loss": 1.4234166145324707,
"acc": 47.08,
"time": 119.65090547,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5650343298912048
},
{
"p": 0.0714285746216774,
"m": 0.9876422882080078
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5958153605461121
},
{
"p": 0.0714285746216774,
"m": 0.7958685159683228
},
{
"p": 0.0714285746216774,
"m": 0.756095290184021
},
{
"p": 0.0714285746216774,
"m": 0.8824401497840881
},
{
"p": 0.0714285746216774,
"m": 0.7061094641685486
},
{
"p": 0.0714285746216774,
"m": 0.9613551497459412
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 13,
"train_loss": 1.6984957456588745,
"val_loss": 1.4162417650222778,
"acc": 49.56,
"time": 120.84355044799986,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5349319577217102
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9931173920631409
},
{
"p": 0.0714285746216774,
"m": 0.5593130588531494
},
{
"p": 0.0714285746216774,
"m": 0.8024548888206482
},
{
"p": 0.0714285746216774,
"m": 0.7796663641929626
},
{
"p": 0.0714285746216774,
"m": 0.8611599802970886
},
{
"p": 0.0714285746216774,
"m": 0.6903743147850037
},
{
"p": 0.0714285746216774,
"m": 0.936520516872406
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 14,
"train_loss": 1.6240023374557495,
"val_loss": 1.4518275260925293,
"acc": 49.32,
"time": 120.28192131499986,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5563421249389648
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5515754222869873
},
{
"p": 0.0714285746216774,
"m": 0.8203979134559631
},
{
"p": 0.0714285746216774,
"m": 0.7848454117774963
},
{
"p": 0.0714285746216774,
"m": 0.8243067860603333
},
{
"p": 0.0714285746216774,
"m": 0.6552919149398804
},
{
"p": 0.0714285746216774,
"m": 0.9137220978736877
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 15,
"train_loss": 1.5805681943893433,
"val_loss": 1.3891394138336182,
"acc": 50.39,
"time": 120.37636362199987,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5838425159454346
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5621230006217957
},
{
"p": 0.0714285746216774,
"m": 0.8564423322677612
},
{
"p": 0.0714285746216774,
"m": 0.776023805141449
},
{
"p": 0.0714285746216774,
"m": 0.7763998508453369
},
{
"p": 0.0714285746216774,
"m": 0.606231689453125
},
{
"p": 0.0714285746216774,
"m": 0.9181155562400818
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 16,
"train_loss": 1.6100720167160034,
"val_loss": 1.4013581275939941,
"acc": 52.36,
"time": 118.50166930400019,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5730358362197876
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5932831764221191
},
{
"p": 0.0714285746216774,
"m": 0.8313068747520447
},
{
"p": 0.0714285746216774,
"m": 0.7679867744445801
},
{
"p": 0.0714285746216774,
"m": 0.7620329856872559
},
{
"p": 0.0714285746216774,
"m": 0.5685551166534424
},
{
"p": 0.0714285746216774,
"m": 0.901424765586853
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 17,
"train_loss": 1.623374581336975,
"val_loss": 1.1644268035888672,
"acc": 54.5,
"time": 118.9875247069997,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5823057889938354
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.632392168045044
},
{
"p": 0.0714285746216774,
"m": 0.8157278299331665
},
{
"p": 0.0714285746216774,
"m": 0.7644681334495544
},
{
"p": 0.0714285746216774,
"m": 0.755126416683197
},
{
"p": 0.0714285746216774,
"m": 0.5514440536499023
},
{
"p": 0.0714285746216774,
"m": 0.8912580013275146
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 18,
"train_loss": 1.6590322256088257,
"val_loss": 1.3707736730575562,
"acc": 54.88,
"time": 120.75711425400004,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5792675614356995
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9996163249015808
},
{
"p": 0.0714285746216774,
"m": 0.6697049736976624
},
{
"p": 0.0714285746216774,
"m": 0.8183924555778503
},
{
"p": 0.0714285746216774,
"m": 0.766647458076477
},
{
"p": 0.0714285746216774,
"m": 0.7469682693481445
},
{
"p": 0.0714285746216774,
"m": 0.5475451946258545
},
{
"p": 0.0714285746216774,
"m": 0.8851963877677917
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 19,
"train_loss": 1.5158753395080566,
"val_loss": 1.2997794151306152,
"acc": 55.17,
"time": 119.30991658799985,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.6079567670822144
},
{
"p": 0.0714285746216774,
"m": 0.9953256249427795
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.678917407989502
},
{
"p": 0.0714285746216774,
"m": 0.7929924130439758
},
{
"p": 0.0714285746216774,
"m": 0.7601239681243896
},
{
"p": 0.0714285746216774,
"m": 0.7541878819465637
},
{
"p": 0.0714285746216774,
"m": 0.5445420742034912
},
{
"p": 0.0714285746216774,
"m": 0.8935414552688599
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 20,
"train_loss": 1.632511854171753,
"val_loss": 1.3184804916381836,
"acc": 54.92,
"time": 119.32709469199972,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5963624715805054
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.6620444655418396
},
{
"p": 0.0714285746216774,
"m": 0.8009141087532043
},
{
"p": 0.0714285746216774,
"m": 0.7554422616958618
},
{
"p": 0.0714285746216774,
"m": 0.7793894410133362
},
{
"p": 0.0714285746216774,
"m": 0.5304175019264221
},
{
"p": 0.0714285746216774,
"m": 0.9264453053474426
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 21,
"train_loss": 1.4815515279769897,
"val_loss": 1.2398313283920288,
"acc": 57.33,
"time": 119.37343298399992,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5846574306488037
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.653044581413269
},
{
"p": 0.0714285746216774,
"m": 0.7901341319084167
},
{
"p": 0.0714285746216774,
"m": 0.7476058602333069
},
{
"p": 0.0714285746216774,
"m": 0.7923934459686279
},
{
"p": 0.0714285746216774,
"m": 0.5289003849029541
},
{
"p": 0.0714285746216774,
"m": 0.9867200255393982
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 22,
"train_loss": 1.6420108079910278,
"val_loss": 1.181057095527649,
"acc": 57.43,
"time": 119.35538969900017,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5833257436752319
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9999557137489319
},
{
"p": 0.0714285746216774,
"m": 0.6256902813911438
},
{
"p": 0.0714285746216774,
"m": 0.7713264226913452
},
{
"p": 0.0714285746216774,
"m": 0.7437271475791931
},
{
"p": 0.0714285746216774,
"m": 0.8321270942687988
},
{
"p": 0.0714285746216774,
"m": 0.5226942896842957
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 23,
"train_loss": 1.5202877521514893,
"val_loss": 1.2585406303405762,
"acc": 56.44,
"time": 120.33660744300005,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5542408227920532
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.6401328444480896
},
{
"p": 0.0714285746216774,
"m": 0.7092166543006897
},
{
"p": 0.0714285746216774,
"m": 0.7264719009399414
},
{
"p": 0.0714285746216774,
"m": 0.8540923595428467
},
{
"p": 0.0714285746216774,
"m": 0.502760648727417
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 24,
"train_loss": 1.5876903533935547,
"val_loss": 1.205647349357605,
"acc": 57.71,
"time": 119.97758774099975,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5235922336578369
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.6675086617469788
},
{
"p": 0.0714285746216774,
"m": 0.662149965763092
},
{
"p": 0.0714285746216774,
"m": 0.7092941403388977
},
{
"p": 0.0714285746216774,
"m": 0.8770286440849304
},
{
"p": 0.0714285746216774,
"m": 0.4915797710418701
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 25,
"train_loss": 1.3192996978759766,
"val_loss": 1.1903730630874634,
"acc": 59.07,
"time": 119.49787686699983,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5065104365348816
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.6667963266372681
},
{
"p": 0.0714285746216774,
"m": 0.6377796530723572
},
{
"p": 0.0714285746216774,
"m": 0.7114883065223694
},
{
"p": 0.0714285746216774,
"m": 0.8932898044586182
},
{
"p": 0.0714285746216774,
"m": 0.4863549470901489
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 26,
"train_loss": 1.4534767866134644,
"val_loss": 1.1849061250686646,
"acc": 58.64,
"time": 119.11320069000021,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.505806565284729
},
{
"p": 0.0714285746216774,
"m": 0.9909013509750366
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.6457539796829224
},
{
"p": 0.0714285746216774,
"m": 0.6446706652641296
},
{
"p": 0.0714285746216774,
"m": 0.7178651094436646
},
{
"p": 0.0714285746216774,
"m": 0.8724952340126038
},
{
"p": 0.0714285746216774,
"m": 0.501662015914917
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 27,
"train_loss": 1.336630940437317,
"val_loss": 1.0611276626586914,
"acc": 59.87,
"time": 119.82897610999999,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5112770795822144
},
{
"p": 0.0714285746216774,
"m": 0.9557938575744629
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.6567071676254272
},
{
"p": 0.0714285746216774,
"m": 0.6879913210868835
},
{
"p": 0.0714285746216774,
"m": 0.7346577644348145
},
{
"p": 0.0714285746216774,
"m": 0.8454853892326355
},
{
"p": 0.0714285746216774,
"m": 0.5166401267051697
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 28,
"train_loss": 1.448671579360962,
"val_loss": 0.9677882194519043,
"acc": 60.69,
"time": 120.1577348400001,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5363638997077942
},
{
"p": 0.0714285746216774,
"m": 0.9357230067253113
},
{
"p": 0.0714285746216774,
"m": 0.9900709390640259
},
{
"p": 0.0714285746216774,
"m": 0.6465746164321899
},
{
"p": 0.0714285746216774,
"m": 0.7193739414215088
},
{
"p": 0.0714285746216774,
"m": 0.7530765533447266
},
{
"p": 0.0714285746216774,
"m": 0.8218545317649841
},
{
"p": 0.0714285746216774,
"m": 0.5278357267379761
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 29,
"train_loss": 1.3932839632034302,
"val_loss": 1.0174164772033691,
"acc": 61.0,
"time": 119.90770829199982,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5461812615394592
},
{
"p": 0.0714285746216774,
"m": 0.8837572336196899
},
{
"p": 0.0714285746216774,
"m": 0.9900277256965637
},
{
"p": 0.0714285746216774,
"m": 0.6559373736381531
},
{
"p": 0.0714285746216774,
"m": 0.7514095306396484
},
{
"p": 0.0714285746216774,
"m": 0.7694820761680603
},
{
"p": 0.0714285746216774,
"m": 0.7954784035682678
},
{
"p": 0.0714285746216774,
"m": 0.5542899966239929
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 30,
"train_loss": 1.2171303033828735,
"val_loss": 1.064583420753479,
"acc": 62.02,
"time": 120.67871115600019,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5569577813148499
},
{
"p": 0.0714285746216774,
"m": 0.847362756729126
},
{
"p": 0.0714285746216774,
"m": 0.9565891623497009
},
{
"p": 0.0714285746216774,
"m": 0.6540032625198364
},
{
"p": 0.0714285746216774,
"m": 0.7890939712524414
},
{
"p": 0.0714285746216774,
"m": 0.757613480091095
},
{
"p": 0.0714285746216774,
"m": 0.785132646560669
},
{
"p": 0.0714285746216774,
"m": 0.5669421553611755
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 31,
"train_loss": 1.3038908243179321,
"val_loss": 1.1431742906570435,
"acc": 59.96,
"time": 118.1111899409998,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5799673795700073
},
{
"p": 0.0714285746216774,
"m": 0.8477398753166199
},
{
"p": 0.0714285746216774,
"m": 0.9292639493942261
},
{
"p": 0.0714285746216774,
"m": 0.659554660320282
},
{
"p": 0.0714285746216774,
"m": 0.8093171715736389
},
{
"p": 0.0714285746216774,
"m": 0.7397231459617615
},
{
"p": 0.0714285746216774,
"m": 0.789107084274292
},
{
"p": 0.0714285746216774,
"m": 0.5662694573402405
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 32,
"train_loss": 1.2194081544876099,
"val_loss": 1.0803529024124146,
"acc": 60.82,
"time": 118.84748988899992,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.598145067691803
},
{
"p": 0.0714285746216774,
"m": 0.8548509478569031
},
{
"p": 0.0714285746216774,
"m": 0.9245110750198364
},
{
"p": 0.0714285746216774,
"m": 0.6318168044090271
},
{
"p": 0.0714285746216774,
"m": 0.8063799142837524
},
{
"p": 0.0714285746216774,
"m": 0.7499728798866272
},
{
"p": 0.0714285746216774,
"m": 0.7896625995635986
},
{
"p": 0.0714285746216774,
"m": 0.5718964338302612
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 33,
"train_loss": 1.2285184860229492,
"val_loss": 1.0193675756454468,
"acc": 62.51,
"time": 120.39280391199964,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5913929343223572
},
{
"p": 0.0714285746216774,
"m": 0.8508634567260742
},
{
"p": 0.0714285746216774,
"m": 0.9037525057792664
},
{
"p": 0.0714285746216774,
"m": 0.6251970529556274
},
{
"p": 0.0714285746216774,
"m": 0.7764453887939453
},
{
"p": 0.0714285746216774,
"m": 0.747626006603241
},
{
"p": 0.0714285746216774,
"m": 0.8055787086486816
},
{
"p": 0.0714285746216774,
"m": 0.5692609548568726
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 34,
"train_loss": 1.1099605560302734,
"val_loss": 0.971364438533783,
"acc": 61.75,
"time": 120.25680782600011,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5854020714759827
},
{
"p": 0.0714285746216774,
"m": 0.8721347451210022
},
{
"p": 0.0714285746216774,
"m": 0.928295373916626
},
{
"p": 0.0714285746216774,
"m": 0.6001501679420471
},
{
"p": 0.0714285746216774,
"m": 0.7575181126594543
},
{
"p": 0.0714285746216774,
"m": 0.7582880854606628
},
{
"p": 0.0714285746216774,
"m": 0.8152405023574829
},
{
"p": 0.0714285746216774,
"m": 0.5579180121421814
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 35,
"train_loss": 1.4123508930206299,
"val_loss": 1.0317132472991943,
"acc": 63.7,
"time": 120.78160356400076,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5673121213912964
},
{
"p": 0.0714285746216774,
"m": 0.9500932097434998
},
{
"p": 0.0714285746216774,
"m": 0.9682523012161255
},
{
"p": 0.0714285746216774,
"m": 0.570844829082489
},
{
"p": 0.0714285746216774,
"m": 0.746332585811615
},
{
"p": 0.0714285746216774,
"m": 0.7828768491744995
},
{
"p": 0.0714285746216774,
"m": 0.8096704483032227
},
{
"p": 0.0714285746216774,
"m": 0.5589213371276855
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 36,
"train_loss": 1.272350549697876,
"val_loss": 1.0471484661102295,
"acc": 62.95,
"time": 119.9384029820003,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5610238313674927
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9962703585624695
},
{
"p": 0.0714285746216774,
"m": 0.5698779821395874
},
{
"p": 0.0714285746216774,
"m": 0.7517077922821045
},
{
"p": 0.0714285746216774,
"m": 0.7972849607467651
},
{
"p": 0.0714285746216774,
"m": 0.8170645833015442
},
{
"p": 0.0714285746216774,
"m": 0.5605878829956055
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 37,
"train_loss": 1.2850689888000488,
"val_loss": 1.1222692728042603,
"acc": 63.81,
"time": 118.16660250799941,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.5240391492843628
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9973559975624084
},
{
"p": 0.0714285746216774,
"m": 0.5702534914016724
},
{
"p": 0.0714285746216774,
"m": 0.7779784202575684
},
{
"p": 0.0714285746216774,
"m": 0.8077129125595093
},
{
"p": 0.0714285746216774,
"m": 0.8158296346664429
},
{
"p": 0.0714285746216774,
"m": 0.5735794901847839
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 38,
"train_loss": 1.1779308319091797,
"val_loss": 1.0027563571929932,
"acc": 63.83,
"time": 119.92623963499955,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.499500572681427
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9707114696502686
},
{
"p": 0.0714285746216774,
"m": 0.5163172483444214
},
{
"p": 0.0714285746216774,
"m": 0.763078510761261
},
{
"p": 0.0714285746216774,
"m": 0.8016578555107117
},
{
"p": 0.0714285746216774,
"m": 0.8000141382217407
},
{
"p": 0.0714285746216774,
"m": 0.5826424956321716
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 39,
"train_loss": 1.2971962690353394,
"val_loss": 0.9931485652923584,
"acc": 64.77,
"time": 119.44351545499921,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.47234946489334106
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9353775978088379
},
{
"p": 0.0714285746216774,
"m": 0.4524668753147125
},
{
"p": 0.0714285746216774,
"m": 0.7278431057929993
},
{
"p": 0.0714285746216774,
"m": 0.7778582572937012
},
{
"p": 0.0714285746216774,
"m": 0.794410228729248
},
{
"p": 0.0714285746216774,
"m": 0.577007532119751
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 40,
"train_loss": 1.1478303670883179,
"val_loss": 0.8611708283424377,
"acc": 65.33,
"time": 119.66524033000042,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.4605235159397125
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.9179648756980896
},
{
"p": 0.0714285746216774,
"m": 0.4499979019165039
},
{
"p": 0.0714285746216774,
"m": 0.7172510027885437
},
{
"p": 0.0714285746216774,
"m": 0.7804975509643555
},
{
"p": 0.0714285746216774,
"m": 0.7850516438484192
},
{
"p": 0.0714285746216774,
"m": 0.5867958664894104
},
{
"p": 0.0714285746216774,
"m": 0.9995020627975464
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 41,
"train_loss": 1.38934326171875,
"val_loss": 0.9596756100654602,
"acc": 64.91,
"time": 119.81233748200066,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.4354257583618164
},
{
"p": 0.0714285746216774,
"m": 0.9923632144927979
},
{
"p": 0.0714285746216774,
"m": 0.9006652235984802
},
{
"p": 0.0714285746216774,
"m": 0.4211517572402954
},
{
"p": 0.0714285746216774,
"m": 0.7161668539047241
},
{
"p": 0.0714285746216774,
"m": 0.788036584854126
},
{
"p": 0.0714285746216774,
"m": 0.7795590162277222
},
{
"p": 0.0714285746216774,
"m": 0.5888803601264954
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 42,
"train_loss": 1.1835577487945557,
"val_loss": 1.044964075088501,
"acc": 64.95,
"time": 120.56598553099957,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.3763577342033386
},
{
"p": 0.0714285746216774,
"m": 0.959484338760376
},
{
"p": 0.0714285746216774,
"m": 0.8824980854988098
},
{
"p": 0.0714285746216774,
"m": 0.41126614809036255
},
{
"p": 0.0714285746216774,
"m": 0.7353115677833557
},
{
"p": 0.0714285746216774,
"m": 0.7863156795501709
},
{
"p": 0.0714285746216774,
"m": 0.779026448726654
},
{
"p": 0.0714285746216774,
"m": 0.5794622898101807
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 43,
"train_loss": 1.3299298286437988,
"val_loss": 0.9773697853088379,
"acc": 64.62,
"time": 119.8986764199999,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.32661154866218567
},
{
"p": 0.0714285746216774,
"m": 0.936353325843811
},
{
"p": 0.0714285746216774,
"m": 0.9192098379135132
},
{
"p": 0.0714285746216774,
"m": 0.4051441252231598
},
{
"p": 0.0714285746216774,
"m": 0.7308377623558044
},
{
"p": 0.0714285746216774,
"m": 0.7811633348464966
},
{
"p": 0.0714285746216774,
"m": 0.7831469774246216
},
{
"p": 0.0714285746216774,
"m": 0.5802411437034607
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 44,
"train_loss": 1.1811769008636475,
"val_loss": 0.9512337446212769,
"acc": 66.08,
"time": 120.18732555000042,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.3234286308288574
},
{
"p": 0.0714285746216774,
"m": 0.9237833619117737
},
{
"p": 0.0714285746216774,
"m": 0.9526979327201843
},
{
"p": 0.0714285746216774,
"m": 0.40725356340408325
},
{
"p": 0.0714285746216774,
"m": 0.7097823023796082
},
{
"p": 0.0714285746216774,
"m": 0.7729612588882446
},
{
"p": 0.0714285746216774,
"m": 0.7602144479751587
},
{
"p": 0.0714285746216774,
"m": 0.5843679904937744
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 45,
"train_loss": 1.214807152748108,
"val_loss": 1.037883996963501,
"acc": 66.23,
"time": 118.59629560300073,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.32932978868484497
},
{
"p": 0.0714285746216774,
"m": 0.9163556694984436
},
{
"p": 0.0714285746216774,
"m": 0.9696611762046814
},
{
"p": 0.0714285746216774,
"m": 0.3956891894340515
},
{
"p": 0.0714285746216774,
"m": 0.6971343755722046
},
{
"p": 0.0714285746216774,
"m": 0.7556899189949036
},
{
"p": 0.0714285746216774,
"m": 0.7309890389442444
},
{
"p": 0.0714285746216774,
"m": 0.5664018392562866
},
{
"p": 0.0714285746216774,
"m": 0.9999545216560364
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 46,
"train_loss": 1.1853694915771484,
"val_loss": 1.0091407299041748,
"acc": 66.52,
"time": 118.75716175599973,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.33945754170417786
},
{
"p": 0.0714285746216774,
"m": 0.9067341685295105
},
{
"p": 0.0714285746216774,
"m": 0.9497950673103333
},
{
"p": 0.0714285746216774,
"m": 0.3720824718475342
},
{
"p": 0.0714285746216774,
"m": 0.6996710896492004
},
{
"p": 0.0714285746216774,
"m": 0.7450057864189148
},
{
"p": 0.0714285746216774,
"m": 0.7349929809570312
},
{
"p": 0.0714285746216774,
"m": 0.5596860647201538
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 47,
"train_loss": 0.937357485294342,
"val_loss": 0.82300865650177,
"acc": 66.35,
"time": 119.95190320599977,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.342722088098526
},
{
"p": 0.0714285746216774,
"m": 0.8779644966125488
},
{
"p": 0.0714285746216774,
"m": 0.9539599418640137
},
{
"p": 0.0714285746216774,
"m": 0.327767550945282
},
{
"p": 0.0714285746216774,
"m": 0.6723056435585022
},
{
"p": 0.0714285746216774,
"m": 0.7665271759033203
},
{
"p": 0.0714285746216774,
"m": 0.749981701374054
},
{
"p": 0.0714285746216774,
"m": 0.5657079815864563
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 48,
"train_loss": 0.9101485013961792,
"val_loss": 1.0269140005111694,
"acc": 66.89,
"time": 118.89352527599931,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.35439181327819824
},
{
"p": 0.0714285746216774,
"m": 0.9108911752700806
},
{
"p": 0.0714285746216774,
"m": 0.9623676538467407
},
{
"p": 0.0714285746216774,
"m": 0.32158729434013367
},
{
"p": 0.0714285746216774,
"m": 0.6457173824310303
},
{
"p": 0.0714285746216774,
"m": 0.7857643365859985
},
{
"p": 0.0714285746216774,
"m": 0.7521533966064453
},
{
"p": 0.0714285746216774,
"m": 0.5877768397331238
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 49,
"train_loss": 1.2708336114883423,
"val_loss": 0.9816117882728577,
"acc": 66.27,
"time": 120.61038830600046,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.378989577293396
},
{
"p": 0.0714285746216774,
"m": 0.9190093278884888
},
{
"p": 0.0714285746216774,
"m": 0.95228511095047
},
{
"p": 0.0714285746216774,
"m": 0.3306073844432831
},
{
"p": 0.0714285746216774,
"m": 0.6259008646011353
},
{
"p": 0.0714285746216774,
"m": 0.8153316378593445
},
{
"p": 0.0714285746216774,
"m": 0.7462050914764404
},
{
"p": 0.0714285746216774,
"m": 0.602379560470581
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 50,
"train_loss": 1.2005138397216797,
"val_loss": 1.006219744682312,
"acc": 67.06,
"time": 119.36415866900006,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.4046052098274231
},
{
"p": 0.0714285746216774,
"m": 0.9175403118133545
},
{
"p": 0.0714285746216774,
"m": 0.9342437386512756
},
{
"p": 0.0714285746216774,
"m": 0.335920512676239
},
{
"p": 0.0714285746216774,
"m": 0.6058773398399353
},
{
"p": 0.0714285746216774,
"m": 0.8192739486694336
},
{
"p": 0.0714285746216774,
"m": 0.7335288524627686
},
{
"p": 0.0714285746216774,
"m": 0.6089103817939758
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 51,
"train_loss": 0.9838038682937622,
"val_loss": 0.8517327904701233,
"acc": 67.62,
"time": 117.68680360499911,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.43976089358329773
},
{
"p": 0.0714285746216774,
"m": 0.8933160305023193
},
{
"p": 0.0714285746216774,
"m": 0.917513906955719
},
{
"p": 0.0714285746216774,
"m": 0.3205285966396332
},
{
"p": 0.0714285746216774,
"m": 0.5914406180381775
},
{
"p": 0.0714285746216774,
"m": 0.8225486874580383
},
{
"p": 0.0714285746216774,
"m": 0.7356172800064087
},
{
"p": 0.0714285746216774,
"m": 0.6253796815872192
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 52,
"train_loss": 1.0834721326828003,
"val_loss": 1.0338034629821777,
"acc": 67.4,
"time": 119.05505957100013,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.41892510652542114
},
{
"p": 0.0714285746216774,
"m": 0.9117032289505005
},
{
"p": 0.0714285746216774,
"m": 0.8777672052383423
},
{
"p": 0.0714285746216774,
"m": 0.3341516852378845
},
{
"p": 0.0714285746216774,
"m": 0.5883582830429077
},
{
"p": 0.0714285746216774,
"m": 0.8094964027404785
},
{
"p": 0.0714285746216774,
"m": 0.7617354393005371
},
{
"p": 0.0714285746216774,
"m": 0.6331546902656555
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 53,
"train_loss": 1.1112594604492188,
"val_loss": 0.8090481162071228,
"acc": 67.76,
"time": 120.38094300100056,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.3900259733200073
},
{
"p": 0.0714285746216774,
"m": 0.9091455936431885
},
{
"p": 0.0714285746216774,
"m": 0.8584813475608826
},
{
"p": 0.0714285746216774,
"m": 0.3093419373035431
},
{
"p": 0.0714285746216774,
"m": 0.5652233362197876
},
{
"p": 0.0714285746216774,
"m": 0.8011654615402222
},
{
"p": 0.0714285746216774,
"m": 0.793940007686615
},
{
"p": 0.0714285746216774,
"m": 0.6318649649620056
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 54,
"train_loss": 1.1894614696502686,
"val_loss": 0.9537991881370544,
"acc": 67.76,
"time": 120.43902261199946,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.33550918102264404
},
{
"p": 0.0714285746216774,
"m": 0.8966540694236755
},
{
"p": 0.0714285746216774,
"m": 0.8172554969787598
},
{
"p": 0.0714285746216774,
"m": 0.2982514500617981
},
{
"p": 0.0714285746216774,
"m": 0.5347725749015808
},
{
"p": 0.0714285746216774,
"m": 0.7865487933158875
},
{
"p": 0.0714285746216774,
"m": 0.7999199032783508
},
{
"p": 0.0714285746216774,
"m": 0.6144605278968811
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 55,
"train_loss": 1.053674340248108,
"val_loss": 0.8444404006004333,
"acc": 67.18,
"time": 119.3818464699998,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.26034656167030334
},
{
"p": 0.0714285746216774,
"m": 0.8708441257476807
},
{
"p": 0.0714285746216774,
"m": 0.7795994281768799
},
{
"p": 0.0714285746216774,
"m": 0.3448185920715332
},
{
"p": 0.0714285746216774,
"m": 0.5050389766693115
},
{
"p": 0.0714285746216774,
"m": 0.7677066922187805
},
{
"p": 0.0714285746216774,
"m": 0.7918390035629272
},
{
"p": 0.0714285746216774,
"m": 0.6167360544204712
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 56,
"train_loss": 0.9870843887329102,
"val_loss": 0.8972628116607666,
"acc": 68.52,
"time": 119.57147042399993,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.1984843611717224
},
{
"p": 0.0714285746216774,
"m": 0.8470988273620605
},
{
"p": 0.0714285746216774,
"m": 0.7480112314224243
},
{
"p": 0.0714285746216774,
"m": 0.33055222034454346
},
{
"p": 0.0714285746216774,
"m": 0.45744284987449646
},
{
"p": 0.0714285746216774,
"m": 0.7453729510307312
},
{
"p": 0.0714285746216774,
"m": 0.7781994938850403
},
{
"p": 0.0714285746216774,
"m": 0.6373543739318848
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 57,
"train_loss": 0.9648049473762512,
"val_loss": 0.8966363668441772,
"acc": 68.31,
"time": 120.66740080799991,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.17528226971626282
},
{
"p": 0.0714285746216774,
"m": 0.8303954601287842
},
{
"p": 0.0714285746216774,
"m": 0.7169708609580994
},
{
"p": 0.0714285746216774,
"m": 0.31404975056648254
},
{
"p": 0.0714285746216774,
"m": 0.4218219816684723
},
{
"p": 0.0714285746216774,
"m": 0.7242533564567566
},
{
"p": 0.0714285746216774,
"m": 0.7770708799362183
},
{
"p": 0.0714285746216774,
"m": 0.6597343683242798
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 58,
"train_loss": 0.9053114056587219,
"val_loss": 0.9665441513061523,
"acc": 68.7,
"time": 120.86331033399983,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.15684571862220764
},
{
"p": 0.0714285746216774,
"m": 0.80939781665802
},
{
"p": 0.0714285746216774,
"m": 0.7170448899269104
},
{
"p": 0.0714285746216774,
"m": 0.25314661860466003
},
{
"p": 0.0714285746216774,
"m": 0.44130972027778625
},
{
"p": 0.0714285746216774,
"m": 0.7373340129852295
},
{
"p": 0.0714285746216774,
"m": 0.7731313109397888
},
{
"p": 0.0714285746216774,
"m": 0.668738842010498
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 59,
"train_loss": 1.111372709274292,
"val_loss": 0.7826184034347534,
"acc": 68.94,
"time": 123.11589543799982,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.11718690395355225
},
{
"p": 0.0714285746216774,
"m": 0.8062710762023926
},
{
"p": 0.0714285746216774,
"m": 0.7014201283454895
},
{
"p": 0.0714285746216774,
"m": 0.24221451580524445
},
{
"p": 0.0714285746216774,
"m": 0.43988439440727234
},
{
"p": 0.0714285746216774,
"m": 0.740776777267456
},
{
"p": 0.0714285746216774,
"m": 0.774219810962677
},
{
"p": 0.0714285746216774,
"m": 0.6783437728881836
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 60,
"train_loss": 0.9460957050323486,
"val_loss": 0.9082063436508179,
"acc": 68.59,
"time": 123.56918220500029,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0205841064453125
},
{
"p": 0.0714285746216774,
"m": 0.8326082229614258
},
{
"p": 0.0714285746216774,
"m": 0.6665859222412109
},
{
"p": 0.0714285746216774,
"m": 0.23958304524421692
},
{
"p": 0.0714285746216774,
"m": 0.42733195424079895
},
{
"p": 0.0714285746216774,
"m": 0.733172595500946
},
{
"p": 0.0714285746216774,
"m": 0.775037407875061
},
{
"p": 0.0714285746216774,
"m": 0.6700202226638794
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 61,
"train_loss": 0.6467037796974182,
"val_loss": 0.9010361433029175,
"acc": 68.74,
"time": 121.33522687700042,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.8066222667694092
},
{
"p": 0.0714285746216774,
"m": 0.6373471021652222
},
{
"p": 0.0714285746216774,
"m": 0.26541703939437866
},
{
"p": 0.0714285746216774,
"m": 0.41000181436538696
},
{
"p": 0.0714285746216774,
"m": 0.7325724959373474
},
{
"p": 0.0714285746216774,
"m": 0.78190016746521
},
{
"p": 0.0714285746216774,
"m": 0.6612652540206909
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 62,
"train_loss": 1.0637098550796509,
"val_loss": 0.8261693716049194,
"acc": 68.71,
"time": 118.96141893700042,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.7946923971176147
},
{
"p": 0.0714285746216774,
"m": 0.6078070998191833
},
{
"p": 0.0714285746216774,
"m": 0.28012415766716003
},
{
"p": 0.0714285746216774,
"m": 0.41174161434173584
},
{
"p": 0.0714285746216774,
"m": 0.7480674386024475
},
{
"p": 0.0714285746216774,
"m": 0.7648106813430786
},
{
"p": 0.0714285746216774,
"m": 0.6946653723716736
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 63,
"train_loss": 1.1099129915237427,
"val_loss": 0.733392596244812,
"acc": 69.38,
"time": 120.36494382900037,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.012808921746909618
},
{
"p": 0.0714285746216774,
"m": 0.8147692680358887
},
{
"p": 0.0714285746216774,
"m": 0.5609510540962219
},
{
"p": 0.0714285746216774,
"m": 0.25291305780410767
},
{
"p": 0.0714285746216774,
"m": 0.41559484601020813
},
{
"p": 0.0714285746216774,
"m": 0.7846782803535461
},
{
"p": 0.0714285746216774,
"m": 0.7355585694313049
},
{
"p": 0.0714285746216774,
"m": 0.7088988423347473
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 64,
"train_loss": 0.9050124883651733,
"val_loss": 0.8302807807922363,
"acc": 69.1,
"time": 121.3137725380002,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.013788648881018162
},
{
"p": 0.0714285746216774,
"m": 0.8515345454216003
},
{
"p": 0.0714285746216774,
"m": 0.5565309524536133
},
{
"p": 0.0714285746216774,
"m": 0.2550058662891388
},
{
"p": 0.0714285746216774,
"m": 0.4262204170227051
},
{
"p": 0.0714285746216774,
"m": 0.7986373901367188
},
{
"p": 0.0714285746216774,
"m": 0.7338754534721375
},
{
"p": 0.0714285746216774,
"m": 0.7068285942077637
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 65,
"train_loss": 0.868598461151123,
"val_loss": 1.0283931493759155,
"acc": 69.43,
"time": 122.29814938599975,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.008041979745030403
},
{
"p": 0.0714285746216774,
"m": 0.8454514741897583
},
{
"p": 0.0714285746216774,
"m": 0.5518919825553894
},
{
"p": 0.0714285746216774,
"m": 0.24078379571437836
},
{
"p": 0.0714285746216774,
"m": 0.4397795498371124
},
{
"p": 0.0714285746216774,
"m": 0.7859669327735901
},
{
"p": 0.0714285746216774,
"m": 0.7542986273765564
},
{
"p": 0.0714285746216774,
"m": 0.7029234170913696
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 66,
"train_loss": 1.092150092124939,
"val_loss": 0.8992944359779358,
"acc": 68.92,
"time": 121.85330273699947,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.7996971011161804
},
{
"p": 0.0714285746216774,
"m": 0.5353043079376221
},
{
"p": 0.0714285746216774,
"m": 0.25264614820480347
},
{
"p": 0.0714285746216774,
"m": 0.45099782943725586
},
{
"p": 0.0714285746216774,
"m": 0.7649055123329163
},
{
"p": 0.0714285746216774,
"m": 0.7921152710914612
},
{
"p": 0.0714285746216774,
"m": 0.6633715629577637
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 67,
"train_loss": 0.928558349609375,
"val_loss": 0.7910522818565369,
"acc": 69.28,
"time": 121.70323599499989,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.7890764474868774
},
{
"p": 0.0714285746216774,
"m": 0.5235497355461121
},
{
"p": 0.0714285746216774,
"m": 0.23612728714942932
},
{
"p": 0.0714285746216774,
"m": 0.46217167377471924
},
{
"p": 0.0714285746216774,
"m": 0.7130877375602722
},
{
"p": 0.0714285746216774,
"m": 0.7960053086280823
},
{
"p": 0.0714285746216774,
"m": 0.6489185094833374
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 68,
"train_loss": 1.0843316316604614,
"val_loss": 1.0575801134109497,
"acc": 69.53,
"time": 122.08539160599958,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.7845641374588013
},
{
"p": 0.0714285746216774,
"m": 0.5275840759277344
},
{
"p": 0.0714285746216774,
"m": 0.21990813314914703
},
{
"p": 0.0714285746216774,
"m": 0.4550624191761017
},
{
"p": 0.0714285746216774,
"m": 0.6791470646858215
},
{
"p": 0.0714285746216774,
"m": 0.773639440536499
},
{
"p": 0.0714285746216774,
"m": 0.6649639010429382
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 69,
"train_loss": 0.8634011745452881,
"val_loss": 0.9859009981155396,
"acc": 69.88,
"time": 123.59975583599953,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.003784261178225279
},
{
"p": 0.0714285746216774,
"m": 0.7918325662612915
},
{
"p": 0.0714285746216774,
"m": 0.5085105895996094
},
{
"p": 0.0714285746216774,
"m": 0.18438690900802612
},
{
"p": 0.0714285746216774,
"m": 0.4671200215816498
},
{
"p": 0.0714285746216774,
"m": 0.6352572441101074
},
{
"p": 0.0714285746216774,
"m": 0.7444615960121155
},
{
"p": 0.0714285746216774,
"m": 0.6613158583641052
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 70,
"train_loss": 1.1703224182128906,
"val_loss": 0.8931905031204224,
"acc": 70.57,
"time": 122.29384045500046,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.002736487193033099
},
{
"p": 0.0714285746216774,
"m": 0.8164595365524292
},
{
"p": 0.0714285746216774,
"m": 0.5054019093513489
},
{
"p": 0.0714285746216774,
"m": 0.2128596305847168
},
{
"p": 0.0714285746216774,
"m": 0.4316665530204773
},
{
"p": 0.0714285746216774,
"m": 0.5992001295089722
},
{
"p": 0.0714285746216774,
"m": 0.686754584312439
},
{
"p": 0.0714285746216774,
"m": 0.6510593295097351
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 71,
"train_loss": 0.8887548446655273,
"val_loss": 0.9130863547325134,
"acc": 70.26,
"time": 122.82623488600075,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.004167656879872084
},
{
"p": 0.0714285746216774,
"m": 0.8038861751556396
},
{
"p": 0.0714285746216774,
"m": 0.5019121170043945
},
{
"p": 0.0714285746216774,
"m": 0.22929394245147705
},
{
"p": 0.0714285746216774,
"m": 0.36364564299583435
},
{
"p": 0.0714285746216774,
"m": 0.5910061597824097
},
{
"p": 0.0714285746216774,
"m": 0.6584697961807251
},
{
"p": 0.0714285746216774,
"m": 0.6461212038993835
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 72,
"train_loss": 0.9823829531669617,
"val_loss": 0.8060102462768555,
"acc": 69.74,
"time": 121.24602851099917,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.7601812481880188
},
{
"p": 0.0714285746216774,
"m": 0.4949270784854889
},
{
"p": 0.0714285746216774,
"m": 0.25547662377357483
},
{
"p": 0.0714285746216774,
"m": 0.32351961731910706
},
{
"p": 0.0714285746216774,
"m": 0.606505274772644
},
{
"p": 0.0714285746216774,
"m": 0.6560791730880737
},
{
"p": 0.0714285746216774,
"m": 0.6335957050323486
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 73,
"train_loss": 0.7761990427970886,
"val_loss": 0.9584980607032776,
"acc": 69.0,
"time": 122.28029367499948,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.7051706314086914
},
{
"p": 0.0714285746216774,
"m": 0.4580577313899994
},
{
"p": 0.0714285746216774,
"m": 0.2866220772266388
},
{
"p": 0.0714285746216774,
"m": 0.30368056893348694
},
{
"p": 0.0714285746216774,
"m": 0.6187362670898438
},
{
"p": 0.0714285746216774,
"m": 0.6563088893890381
},
{
"p": 0.0714285746216774,
"m": 0.6301833987236023
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 74,
"train_loss": 0.7682793736457825,
"val_loss": 0.7810854911804199,
"acc": 69.6,
"time": 123.87063086600028,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.6954305171966553
},
{
"p": 0.0714285746216774,
"m": 0.38809284567832947
},
{
"p": 0.0714285746216774,
"m": 0.28331974148750305
},
{
"p": 0.0714285746216774,
"m": 0.3063332140445709
},
{
"p": 0.0714285746216774,
"m": 0.6324701309204102
},
{
"p": 0.0714285746216774,
"m": 0.6535121202468872
},
{
"p": 0.0714285746216774,
"m": 0.6408070921897888
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 75,
"train_loss": 0.7706061601638794,
"val_loss": 0.8634188771247864,
"acc": 70.13,
"time": 123.10127195799942,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0014128542970865965
},
{
"p": 0.0714285746216774,
"m": 0.6880648136138916
},
{
"p": 0.0714285746216774,
"m": 0.33223310112953186
},
{
"p": 0.0714285746216774,
"m": 0.28079545497894287
},
{
"p": 0.0714285746216774,
"m": 0.2891470491886139
},
{
"p": 0.0714285746216774,
"m": 0.6438108682632446
},
{
"p": 0.0714285746216774,
"m": 0.6569153666496277
},
{
"p": 0.0714285746216774,
"m": 0.6619918346405029
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 76,
"train_loss": 0.7413456439971924,
"val_loss": 0.9223306775093079,
"acc": 70.66,
"time": 120.57313509300002,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.6506478190422058
},
{
"p": 0.0714285746216774,
"m": 0.32943660020828247
},
{
"p": 0.0714285746216774,
"m": 0.26475274562835693
},
{
"p": 0.0714285746216774,
"m": 0.28753936290740967
},
{
"p": 0.0714285746216774,
"m": 0.655563473701477
},
{
"p": 0.0714285746216774,
"m": 0.6845104694366455
},
{
"p": 0.0714285746216774,
"m": 0.6665509939193726
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 77,
"train_loss": 0.6613385677337646,
"val_loss": 0.8968746662139893,
"acc": 70.89,
"time": 120.27611688700017,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0013378284638747573
},
{
"p": 0.0714285746216774,
"m": 0.6131011843681335
},
{
"p": 0.0714285746216774,
"m": 0.36861860752105713
},
{
"p": 0.0714285746216774,
"m": 0.23468706011772156
},
{
"p": 0.0714285746216774,
"m": 0.2532859742641449
},
{
"p": 0.0714285746216774,
"m": 0.6697853803634644
},
{
"p": 0.0714285746216774,
"m": 0.7177185416221619
},
{
"p": 0.0714285746216774,
"m": 0.6672961711883545
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 78,
"train_loss": 0.6050896048545837,
"val_loss": 0.9050135612487793,
"acc": 70.41,
"time": 120.34121451499959,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.6230119466781616
},
{
"p": 0.0714285746216774,
"m": 0.3953676223754883
},
{
"p": 0.0714285746216774,
"m": 0.15840266644954681
},
{
"p": 0.0714285746216774,
"m": 0.23298707604408264
},
{
"p": 0.0714285746216774,
"m": 0.6852612495422363
},
{
"p": 0.0714285746216774,
"m": 0.7430866360664368
},
{
"p": 0.0714285746216774,
"m": 0.6682257652282715
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 79,
"train_loss": 0.8906030654907227,
"val_loss": 0.8724768161773682,
"acc": 70.22,
"time": 123.53481356500015,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.6106846928596497
},
{
"p": 0.0714285746216774,
"m": 0.3570067584514618
},
{
"p": 0.0714285746216774,
"m": 0.11503715813159943
},
{
"p": 0.0714285746216774,
"m": 0.20629869401454926
},
{
"p": 0.0714285746216774,
"m": 0.6862061619758606
},
{
"p": 0.0714285746216774,
"m": 0.7409119009971619
},
{
"p": 0.0714285746216774,
"m": 0.6657023429870605
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 80,
"train_loss": 0.7009327411651611,
"val_loss": 0.7998045682907104,
"acc": 69.17,
"time": 121.17802178400052,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.6266951560974121
},
{
"p": 0.0714285746216774,
"m": 0.31821808218955994
},
{
"p": 0.0714285746216774,
"m": 0.1289833039045334
},
{
"p": 0.0714285746216774,
"m": 0.18801641464233398
},
{
"p": 0.0714285746216774,
"m": 0.6717323660850525
},
{
"p": 0.0714285746216774,
"m": 0.718058168888092
},
{
"p": 0.0714285746216774,
"m": 0.6802302002906799
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 81,
"train_loss": 0.8001197576522827,
"val_loss": 0.9030538201332092,
"acc": 70.98,
"time": 121.22076093899886,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0016250096959993243
},
{
"p": 0.0714285746216774,
"m": 0.6622124314308167
},
{
"p": 0.0714285746216774,
"m": 0.28265810012817383
},
{
"p": 0.0714285746216774,
"m": 0.15508593618869781
},
{
"p": 0.0714285746216774,
"m": 0.16246607899665833
},
{
"p": 0.0714285746216774,
"m": 0.6632435917854309
},
{
"p": 0.0714285746216774,
"m": 0.7058702707290649
},
{
"p": 0.0714285746216774,
"m": 0.6738315224647522
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 82,
"train_loss": 0.6306148171424866,
"val_loss": 0.8880024552345276,
"acc": 70.02,
"time": 121.6578422170005,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.664661169052124
},
{
"p": 0.0714285746216774,
"m": 0.2518835663795471
},
{
"p": 0.0714285746216774,
"m": 0.17027445137500763
},
{
"p": 0.0714285746216774,
"m": 0.1544792205095291
},
{
"p": 0.0714285746216774,
"m": 0.659028947353363
},
{
"p": 0.0714285746216774,
"m": 0.6862872242927551
},
{
"p": 0.0714285746216774,
"m": 0.6738234758377075
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 83,
"train_loss": 0.6934946775436401,
"val_loss": 0.8891597986221313,
"acc": 71.08,
"time": 122.9020735260001,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.6410710215568542
},
{
"p": 0.0714285746216774,
"m": 0.20032823085784912
},
{
"p": 0.0714285746216774,
"m": 0.20025017857551575
},
{
"p": 0.0714285746216774,
"m": 0.17979519069194794
},
{
"p": 0.0714285746216774,
"m": 0.6751934885978699
},
{
"p": 0.0714285746216774,
"m": 0.6795285940170288
},
{
"p": 0.0714285746216774,
"m": 0.6874672770500183
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 84,
"train_loss": 0.6879066228866577,
"val_loss": 0.7754197716712952,
"acc": 71.15,
"time": 120.85809776399947,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.6328789591789246
},
{
"p": 0.0714285746216774,
"m": 0.12441394478082657
},
{
"p": 0.0714285746216774,
"m": 0.21174201369285583
},
{
"p": 0.0714285746216774,
"m": 0.2046789526939392
},
{
"p": 0.0714285746216774,
"m": 0.6791045665740967
},
{
"p": 0.0714285746216774,
"m": 0.6960544586181641
},
{
"p": 0.0714285746216774,
"m": 0.6863988041877747
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 85,
"train_loss": 0.6873580813407898,
"val_loss": 0.9343011379241943,
"acc": 71.33,
"time": 121.41305168799954,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0005186399212107062
},
{
"p": 0.0714285746216774,
"m": 0.6428617238998413
},
{
"p": 0.0714285746216774,
"m": 0.11608066409826279
},
{
"p": 0.0714285746216774,
"m": 0.1923007369041443
},
{
"p": 0.0714285746216774,
"m": 0.24269087612628937
},
{
"p": 0.0714285746216774,
"m": 0.6768147945404053
},
{
"p": 0.0714285746216774,
"m": 0.7226356863975525
},
{
"p": 0.0714285746216774,
"m": 0.6548463106155396
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 86,
"train_loss": 0.8840283155441284,
"val_loss": 0.904276967048645,
"acc": 70.65,
"time": 122.72967710699959,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.022614257410168648
},
{
"p": 0.0714285746216774,
"m": 0.6104419827461243
},
{
"p": 0.0714285746216774,
"m": 0.10715661197900772
},
{
"p": 0.0714285746216774,
"m": 0.18378297984600067
},
{
"p": 0.0714285746216774,
"m": 0.2630666494369507
},
{
"p": 0.0714285746216774,
"m": 0.6703100204467773
},
{
"p": 0.0714285746216774,
"m": 0.7454527020454407
},
{
"p": 0.0714285746216774,
"m": 0.6259522438049316
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 87,
"train_loss": 0.5485029816627502,
"val_loss": 0.710909903049469,
"acc": 70.19,
"time": 121.14288619800027,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.004388036206364632
},
{
"p": 0.0714285746216774,
"m": 0.5428771376609802
},
{
"p": 0.0714285746216774,
"m": 0.11342087388038635
},
{
"p": 0.0714285746216774,
"m": 0.238383486866951
},
{
"p": 0.0714285746216774,
"m": 0.27316606044769287
},
{
"p": 0.0714285746216774,
"m": 0.6572319865226746
},
{
"p": 0.0714285746216774,
"m": 0.7474638819694519
},
{
"p": 0.0714285746216774,
"m": 0.6081514358520508
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 88,
"train_loss": 0.5849733352661133,
"val_loss": 0.8586655855178833,
"acc": 70.4,
"time": 122.34014215200114,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.033969659358263016
},
{
"p": 0.0714285746216774,
"m": 0.45494621992111206
},
{
"p": 0.0714285746216774,
"m": 0.13568544387817383
},
{
"p": 0.0714285746216774,
"m": 0.25467246770858765
},
{
"p": 0.0714285746216774,
"m": 0.309758722782135
},
{
"p": 0.0714285746216774,
"m": 0.654930055141449
},
{
"p": 0.0714285746216774,
"m": 0.7185946702957153
},
{
"p": 0.0714285746216774,
"m": 0.5830302238464355
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 89,
"train_loss": 0.5567588806152344,
"val_loss": 0.8562913537025452,
"acc": 70.26,
"time": 120.42927339000016,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.010243646800518036
},
{
"p": 0.0714285746216774,
"m": 0.3596206605434418
},
{
"p": 0.0714285746216774,
"m": 0.11190018802881241
},
{
"p": 0.0714285746216774,
"m": 0.26285067200660706
},
{
"p": 0.0714285746216774,
"m": 0.32539597153663635
},
{
"p": 0.0714285746216774,
"m": 0.6746996641159058
},
{
"p": 0.0714285746216774,
"m": 0.6925703287124634
},
{
"p": 0.0714285746216774,
"m": 0.5529688596725464
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 90,
"train_loss": 0.5094972252845764,
"val_loss": 0.8998820781707764,
"acc": 71.06,
"time": 121.02517163000084,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.26763057708740234
},
{
"p": 0.0714285746216774,
"m": 0.05552400276064873
},
{
"p": 0.0714285746216774,
"m": 0.2836063504219055
},
{
"p": 0.0714285746216774,
"m": 0.3724345862865448
},
{
"p": 0.0714285746216774,
"m": 0.6963742971420288
},
{
"p": 0.0714285746216774,
"m": 0.6795600056648254
},
{
"p": 0.0714285746216774,
"m": 0.5422406792640686
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 91,
"train_loss": 0.5503358840942383,
"val_loss": 1.0621416568756104,
"acc": 71.1,
"time": 120.35640609500115,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.16329914331436157
},
{
"p": 0.0714285746216774,
"m": 0.04871001094579697
},
{
"p": 0.0714285746216774,
"m": 0.2988519072532654
},
{
"p": 0.0714285746216774,
"m": 0.42047953605651855
},
{
"p": 0.0714285746216774,
"m": 0.7081330418586731
},
{
"p": 0.0714285746216774,
"m": 0.692264974117279
},
{
"p": 0.0714285746216774,
"m": 0.5541619658470154
},
{
"p": 0.0714285746216774,
"m": 0.997696578502655
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 92,
"train_loss": 0.6167423725128174,
"val_loss": 1.1176005601882935,
"acc": 71.34,
"time": 121.0155056019994,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.06662867218255997
},
{
"p": 0.0714285746216774,
"m": 0.056222327053546906
},
{
"p": 0.0714285746216774,
"m": 0.3785483241081238
},
{
"p": 0.0714285746216774,
"m": 0.43816861510276794
},
{
"p": 0.0714285746216774,
"m": 0.6907365918159485
},
{
"p": 0.0714285746216774,
"m": 0.6788107752799988
},
{
"p": 0.0714285746216774,
"m": 0.5665358901023865
},
{
"p": 0.0714285746216774,
"m": 0.9952264428138733
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 93,
"train_loss": 0.44974127411842346,
"val_loss": 1.024106740951538,
"acc": 70.11,
"time": 120.68934183099918,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.012293392792344093
},
{
"p": 0.0714285746216774,
"m": 0.08256229758262634
},
{
"p": 0.0714285746216774,
"m": 0.38875311613082886
},
{
"p": 0.0714285746216774,
"m": 0.37327224016189575
},
{
"p": 0.0714285746216774,
"m": 0.7093985080718994
},
{
"p": 0.0714285746216774,
"m": 0.6720582246780396
},
{
"p": 0.0714285746216774,
"m": 0.577917218208313
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 94,
"train_loss": 0.39011818170547485,
"val_loss": 1.1084251403808594,
"acc": 69.89,
"time": 120.4843988169996,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.010981050319969654
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.10512102395296097
},
{
"p": 0.0714285746216774,
"m": 0.3487094044685364
},
{
"p": 0.0714285746216774,
"m": 0.37531229853630066
},
{
"p": 0.0714285746216774,
"m": 0.7285125851631165
},
{
"p": 0.0714285746216774,
"m": 0.6126416921615601
},
{
"p": 0.0714285746216774,
"m": 0.5773335695266724
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 95,
"train_loss": 0.6459227800369263,
"val_loss": 0.871619462966919,
"acc": 70.83,
"time": 120.82922751399929,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.08083674311637878
},
{
"p": 0.0714285746216774,
"m": 0.32198047637939453
},
{
"p": 0.0714285746216774,
"m": 0.38279202580451965
},
{
"p": 0.0714285746216774,
"m": 0.7152190804481506
},
{
"p": 0.0714285746216774,
"m": 0.5971323847770691
},
{
"p": 0.0714285746216774,
"m": 0.5835230350494385
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 96,
"train_loss": 0.6830690503120422,
"val_loss": 0.997089147567749,
"acc": 69.99,
"time": 120.19572504499956,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.0005119041888974607
},
{
"p": 0.0714285746216774,
"m": 0.08606655895709991
},
{
"p": 0.0714285746216774,
"m": 0.2768552303314209
},
{
"p": 0.0714285746216774,
"m": 0.33122169971466064
},
{
"p": 0.0714285746216774,
"m": 0.7077115774154663
},
{
"p": 0.0714285746216774,
"m": 0.6013051271438599
},
{
"p": 0.0714285746216774,
"m": 0.5827817320823669
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 97,
"train_loss": 0.6232407093048096,
"val_loss": 0.744836151599884,
"acc": 70.8,
"time": 121.72921596699962,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.02841152250766754
},
{
"p": 0.0714285746216774,
"m": 0.08685790002346039
},
{
"p": 0.0714285746216774,
"m": 0.24949577450752258
},
{
"p": 0.0714285746216774,
"m": 0.325045108795166
},
{
"p": 0.0714285746216774,
"m": 0.6604348421096802
},
{
"p": 0.0714285746216774,
"m": 0.6064023375511169
},
{
"p": 0.0714285746216774,
"m": 0.5935117602348328
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 98,
"train_loss": 0.5264783501625061,
"val_loss": 0.9617197513580322,
"acc": 71.12,
"time": 121.83535947900054,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0
},
{
"p": 0.0714285746216774,
"m": 0.04762151837348938
},
{
"p": 0.0714285746216774,
"m": 0.1275300681591034
},
{
"p": 0.0714285746216774,
"m": 0.23790450394153595
},
{
"p": 0.0714285746216774,
"m": 0.3381388783454895
},
{
"p": 0.0714285746216774,
"m": 0.5960748791694641
},
{
"p": 0.0714285746216774,
"m": 0.6051231026649475
},
{
"p": 0.0714285746216774,
"m": 0.5962328314781189
},
{
"p": 0.0714285746216774,
"m": 0.9990103244781494
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 99,
"train_loss": 0.5340791344642639,
"val_loss": 0.9153846502304077,
"acc": 71.11,
"time": 119.00514294200002,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.002692147623747587
},
{
"p": 0.0714285746216774,
"m": 0.052574899047613144
},
{
"p": 0.0714285746216774,
"m": 0.1377272605895996
},
{
"p": 0.0714285746216774,
"m": 0.2056848108768463
},
{
"p": 0.0714285746216774,
"m": 0.36793339252471924
},
{
"p": 0.0714285746216774,
"m": 0.5705970525741577
},
{
"p": 0.0714285746216774,
"m": 0.6338408589363098
},
{
"p": 0.0714285746216774,
"m": 0.6000427603721619
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
},
{
"epoch": 100,
"train_loss": 0.3896765112876892,
"val_loss": 0.933401882648468,
"acc": 71.26,
"time": 120.51958666700011,
"param": [
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 0.0008513708016835153
},
{
"p": 0.0714285746216774,
"m": 0.047103554010391235
},
{
"p": 0.0714285746216774,
"m": 0.1201888918876648
},
{
"p": 0.0714285746216774,
"m": 0.15280145406723022
},
{
"p": 0.0714285746216774,
"m": 0.37950900197029114
},
{
"p": 0.0714285746216774,
"m": 0.5655319094657898
},
{
"p": 0.0714285746216774,
"m": 0.6729036569595337
},
{
"p": 0.0714285746216774,
"m": 0.6047818660736084
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
},
{
"p": 0.0714285746216774,
"m": 1.0
}
]
}
]
}