AntoineH/smart_augmentation
1
0
Fork 0
mirror of https://github.com/AntoineHX/smart_augmentation.git synced 2025-05-04 12:10:45 +02:00
Code Issues Projects Releases Packages Wiki Activity
smart_augmentation/higher/res/log/Aug_mod(Data_augV5(UniformFx-17TFx1-MagSh)-LeNet)-100 epochs (dataug:0)- 10 in_it.json
Harle, Antoine (Contracteur) 31f0b745b5 Ajout RandAug (Before train) (Work in progress)
2019-12-02 06:38:13 -05:00

7729 lines
No EOL
138 KiB
JSON
Raw Blame History

{
"Accuracy": 66.95,
"Time": [
86.26866481148994,
2.1045756520515257
],
"Device": "TITAN RTX",
"Param_names": [
"Identity",
"FlipUD",
"FlipLR",
"Rotate",
"TranslateX",
"TranslateY",
"ShearX",
"ShearY",
"+Contrast",
"+Color",
"+Brightness",
"+Sharpness",
"-Contrast",
"-Color",
"-Brightness",
"-Sharpness",
"=Posterize"
],
"Log": [
{
"epoch": 1,
"train_loss": 2.24951434135437,
"val_loss": 2.265065908432007,
"acc": 16.51,
"time": 79.68836606800001,
"param": [
{
"p": 0.05882352963089943,
"m": 0.9496062397956848
},
{
"p": 0.05882352963089943,
"m": 0.9496062397956848
},
{
"p": 0.05882352963089943,
"m": 0.9496062397956848
},
{
"p": 0.05882352963089943,
"m": 0.9496062397956848
},
{
"p": 0.05882352963089943,
"m": 0.9496062397956848
},
{
"p": 0.05882352963089943,
"m": 0.9496062397956848
},
{
"p": 0.05882352963089943,
"m": 0.9496062397956848
},
{
"p": 0.05882352963089943,
"m": 0.9496062397956848
},
{
"p": 0.05882352963089943,
"m": 0.9496062397956848
},
{
"p": 0.05882352963089943,
"m": 0.9496062397956848
},
{
"p": 0.05882352963089943,
"m": 0.9496062397956848
},
{
"p": 0.05882352963089943,
"m": 0.9496062397956848
},
{
"p": 0.05882352963089943,
"m": 0.9496062397956848
},
{
"p": 0.05882352963089943,
"m": 0.9496062397956848
},
{
"p": 0.05882352963089943,
"m": 0.9496062397956848
},
{
"p": 0.05882352963089943,
"m": 0.9496062397956848
},
{
"p": 0.05882352963089943,
"m": 0.9496062397956848
}
]
},
{
"epoch": 2,
"train_loss": 2.017319440841675,
"val_loss": 1.977723479270935,
"acc": 28.36,
"time": 80.05083581600002,
"param": [
{
"p": 0.05882352963089943,
"m": 0.9158045053482056
},
{
"p": 0.05882352963089943,
"m": 0.9158045053482056
},
{
"p": 0.05882352963089943,
"m": 0.9158045053482056
},
{
"p": 0.05882352963089943,
"m": 0.9158045053482056
},
{
"p": 0.05882352963089943,
"m": 0.9158045053482056
},
{
"p": 0.05882352963089943,
"m": 0.9158045053482056
},
{
"p": 0.05882352963089943,
"m": 0.9158045053482056
},
{
"p": 0.05882352963089943,
"m": 0.9158045053482056
},
{
"p": 0.05882352963089943,
"m": 0.9158045053482056
},
{
"p": 0.05882352963089943,
"m": 0.9158045053482056
},
{
"p": 0.05882352963089943,
"m": 0.9158045053482056
},
{
"p": 0.05882352963089943,
"m": 0.9158045053482056
},
{
"p": 0.05882352963089943,
"m": 0.9158045053482056
},
{
"p": 0.05882352963089943,
"m": 0.9158045053482056
},
{
"p": 0.05882352963089943,
"m": 0.9158045053482056
},
{
"p": 0.05882352963089943,
"m": 0.9158045053482056
},
{
"p": 0.05882352963089943,
"m": 0.9158045053482056
}
]
},
{
"epoch": 3,
"train_loss": 1.9127877950668335,
"val_loss": 1.83078932762146,
"acc": 34.39,
"time": 84.109801651,
"param": [
{
"p": 0.05882352963089943,
"m": 0.9067238569259644
},
{
"p": 0.05882352963089943,
"m": 0.9067238569259644
},
{
"p": 0.05882352963089943,
"m": 0.9067238569259644
},
{
"p": 0.05882352963089943,
"m": 0.9067238569259644
},
{
"p": 0.05882352963089943,
"m": 0.9067238569259644
},
{
"p": 0.05882352963089943,
"m": 0.9067238569259644
},
{
"p": 0.05882352963089943,
"m": 0.9067238569259644
},
{
"p": 0.05882352963089943,
"m": 0.9067238569259644
},
{
"p": 0.05882352963089943,
"m": 0.9067238569259644
},
{
"p": 0.05882352963089943,
"m": 0.9067238569259644
},
{
"p": 0.05882352963089943,
"m": 0.9067238569259644
},
{
"p": 0.05882352963089943,
"m": 0.9067238569259644
},
{
"p": 0.05882352963089943,
"m": 0.9067238569259644
},
{
"p": 0.05882352963089943,
"m": 0.9067238569259644
},
{
"p": 0.05882352963089943,
"m": 0.9067238569259644
},
{
"p": 0.05882352963089943,
"m": 0.9067238569259644
},
{
"p": 0.05882352963089943,
"m": 0.9067238569259644
}
]
},
{
"epoch": 4,
"train_loss": 1.853293776512146,
"val_loss": 1.6305232048034668,
"acc": 40.38,
"time": 82.88683308700001,
"param": [
{
"p": 0.05882352963089943,
"m": 0.8812652230262756
},
{
"p": 0.05882352963089943,
"m": 0.8812652230262756
},
{
"p": 0.05882352963089943,
"m": 0.8812652230262756
},
{
"p": 0.05882352963089943,
"m": 0.8812652230262756
},
{
"p": 0.05882352963089943,
"m": 0.8812652230262756
},
{
"p": 0.05882352963089943,
"m": 0.8812652230262756
},
{
"p": 0.05882352963089943,
"m": 0.8812652230262756
},
{
"p": 0.05882352963089943,
"m": 0.8812652230262756
},
{
"p": 0.05882352963089943,
"m": 0.8812652230262756
},
{
"p": 0.05882352963089943,
"m": 0.8812652230262756
},
{
"p": 0.05882352963089943,
"m": 0.8812652230262756
},
{
"p": 0.05882352963089943,
"m": 0.8812652230262756
},
{
"p": 0.05882352963089943,
"m": 0.8812652230262756
},
{
"p": 0.05882352963089943,
"m": 0.8812652230262756
},
{
"p": 0.05882352963089943,
"m": 0.8812652230262756
},
{
"p": 0.05882352963089943,
"m": 0.8812652230262756
},
{
"p": 0.05882352963089943,
"m": 0.8812652230262756
}
]
},
{
"epoch": 5,
"train_loss": 1.7077505588531494,
"val_loss": 1.6646608114242554,
"acc": 42.13,
"time": 84.43854118500002,
"param": [
{
"p": 0.05882352963089943,
"m": 0.8500623106956482
},
{
"p": 0.05882352963089943,
"m": 0.8500623106956482
},
{
"p": 0.05882352963089943,
"m": 0.8500623106956482
},
{
"p": 0.05882352963089943,
"m": 0.8500623106956482
},
{
"p": 0.05882352963089943,
"m": 0.8500623106956482
},
{
"p": 0.05882352963089943,
"m": 0.8500623106956482
},
{
"p": 0.05882352963089943,
"m": 0.8500623106956482
},
{
"p": 0.05882352963089943,
"m": 0.8500623106956482
},
{
"p": 0.05882352963089943,
"m": 0.8500623106956482
},
{
"p": 0.05882352963089943,
"m": 0.8500623106956482
},
{
"p": 0.05882352963089943,
"m": 0.8500623106956482
},
{
"p": 0.05882352963089943,
"m": 0.8500623106956482
},
{
"p": 0.05882352963089943,
"m": 0.8500623106956482
},
{
"p": 0.05882352963089943,
"m": 0.8500623106956482
},
{
"p": 0.05882352963089943,
"m": 0.8500623106956482
},
{
"p": 0.05882352963089943,
"m": 0.8500623106956482
},
{
"p": 0.05882352963089943,
"m": 0.8500623106956482
}
]
},
{
"epoch": 6,
"train_loss": 1.6586159467697144,
"val_loss": 1.5921708345413208,
"acc": 44.3,
"time": 84.61437747500003,
"param": [
{
"p": 0.05882352963089943,
"m": 0.8393474817276001
},
{
"p": 0.05882352963089943,
"m": 0.8393474817276001
},
{
"p": 0.05882352963089943,
"m": 0.8393474817276001
},
{
"p": 0.05882352963089943,
"m": 0.8393474817276001
},
{
"p": 0.05882352963089943,
"m": 0.8393474817276001
},
{
"p": 0.05882352963089943,
"m": 0.8393474817276001
},
{
"p": 0.05882352963089943,
"m": 0.8393474817276001
},
{
"p": 0.05882352963089943,
"m": 0.8393474817276001
},
{
"p": 0.05882352963089943,
"m": 0.8393474817276001
},
{
"p": 0.05882352963089943,
"m": 0.8393474817276001
},
{
"p": 0.05882352963089943,
"m": 0.8393474817276001
},
{
"p": 0.05882352963089943,
"m": 0.8393474817276001
},
{
"p": 0.05882352963089943,
"m": 0.8393474817276001
},
{
"p": 0.05882352963089943,
"m": 0.8393474817276001
},
{
"p": 0.05882352963089943,
"m": 0.8393474817276001
},
{
"p": 0.05882352963089943,
"m": 0.8393474817276001
},
{
"p": 0.05882352963089943,
"m": 0.8393474817276001
}
]
},
{
"epoch": 7,
"train_loss": 1.5665934085845947,
"val_loss": 1.488065481185913,
"acc": 46.74,
"time": 84.626138836,
"param": [
{
"p": 0.05882352963089943,
"m": 0.8368827700614929
},
{
"p": 0.05882352963089943,
"m": 0.8368827700614929
},
{
"p": 0.05882352963089943,
"m": 0.8368827700614929
},
{
"p": 0.05882352963089943,
"m": 0.8368827700614929
},
{
"p": 0.05882352963089943,
"m": 0.8368827700614929
},
{
"p": 0.05882352963089943,
"m": 0.8368827700614929
},
{
"p": 0.05882352963089943,
"m": 0.8368827700614929
},
{
"p": 0.05882352963089943,
"m": 0.8368827700614929
},
{
"p": 0.05882352963089943,
"m": 0.8368827700614929
},
{
"p": 0.05882352963089943,
"m": 0.8368827700614929
},
{
"p": 0.05882352963089943,
"m": 0.8368827700614929
},
{
"p": 0.05882352963089943,
"m": 0.8368827700614929
},
{
"p": 0.05882352963089943,
"m": 0.8368827700614929
},
{
"p": 0.05882352963089943,
"m": 0.8368827700614929
},
{
"p": 0.05882352963089943,
"m": 0.8368827700614929
},
{
"p": 0.05882352963089943,
"m": 0.8368827700614929
},
{
"p": 0.05882352963089943,
"m": 0.8368827700614929
}
]
},
{
"epoch": 8,
"train_loss": 1.6677029132843018,
"val_loss": 1.442391276359558,
"acc": 47.83,
"time": 82.68862863499999,
"param": [
{
"p": 0.05882352963089943,
"m": 0.8247502446174622
},
{
"p": 0.05882352963089943,
"m": 0.8247502446174622
},
{
"p": 0.05882352963089943,
"m": 0.8247502446174622
},
{
"p": 0.05882352963089943,
"m": 0.8247502446174622
},
{
"p": 0.05882352963089943,
"m": 0.8247502446174622
},
{
"p": 0.05882352963089943,
"m": 0.8247502446174622
},
{
"p": 0.05882352963089943,
"m": 0.8247502446174622
},
{
"p": 0.05882352963089943,
"m": 0.8247502446174622
},
{
"p": 0.05882352963089943,
"m": 0.8247502446174622
},
{
"p": 0.05882352963089943,
"m": 0.8247502446174622
},
{
"p": 0.05882352963089943,
"m": 0.8247502446174622
},
{
"p": 0.05882352963089943,
"m": 0.8247502446174622
},
{
"p": 0.05882352963089943,
"m": 0.8247502446174622
},
{
"p": 0.05882352963089943,
"m": 0.8247502446174622
},
{
"p": 0.05882352963089943,
"m": 0.8247502446174622
},
{
"p": 0.05882352963089943,
"m": 0.8247502446174622
},
{
"p": 0.05882352963089943,
"m": 0.8247502446174622
}
]
},
{
"epoch": 9,
"train_loss": 1.4232289791107178,
"val_loss": 1.4681802988052368,
"acc": 50.88,
"time": 83.44367217399997,
"param": [
{
"p": 0.05882352963089943,
"m": 0.7910106778144836
},
{
"p": 0.05882352963089943,
"m": 0.7910106778144836
},
{
"p": 0.05882352963089943,
"m": 0.7910106778144836
},
{
"p": 0.05882352963089943,
"m": 0.7910106778144836
},
{
"p": 0.05882352963089943,
"m": 0.7910106778144836
},
{
"p": 0.05882352963089943,
"m": 0.7910106778144836
},
{
"p": 0.05882352963089943,
"m": 0.7910106778144836
},
{
"p": 0.05882352963089943,
"m": 0.7910106778144836
},
{
"p": 0.05882352963089943,
"m": 0.7910106778144836
},
{
"p": 0.05882352963089943,
"m": 0.7910106778144836
},
{
"p": 0.05882352963089943,
"m": 0.7910106778144836
},
{
"p": 0.05882352963089943,
"m": 0.7910106778144836
},
{
"p": 0.05882352963089943,
"m": 0.7910106778144836
},
{
"p": 0.05882352963089943,
"m": 0.7910106778144836
},
{
"p": 0.05882352963089943,
"m": 0.7910106778144836
},
{
"p": 0.05882352963089943,
"m": 0.7910106778144836
},
{
"p": 0.05882352963089943,
"m": 0.7910106778144836
}
]
},
{
"epoch": 10,
"train_loss": 1.227369785308838,
"val_loss": 1.3327877521514893,
"acc": 51.47,
"time": 83.039844141,
"param": [
{
"p": 0.05882352963089943,
"m": 0.751422107219696
},
{
"p": 0.05882352963089943,
"m": 0.751422107219696
},
{
"p": 0.05882352963089943,
"m": 0.751422107219696
},
{
"p": 0.05882352963089943,
"m": 0.751422107219696
},
{
"p": 0.05882352963089943,
"m": 0.751422107219696
},
{
"p": 0.05882352963089943,
"m": 0.751422107219696
},
{
"p": 0.05882352963089943,
"m": 0.751422107219696
},
{
"p": 0.05882352963089943,
"m": 0.751422107219696
},
{
"p": 0.05882352963089943,
"m": 0.751422107219696
},
{
"p": 0.05882352963089943,
"m": 0.751422107219696
},
{
"p": 0.05882352963089943,
"m": 0.751422107219696
},
{
"p": 0.05882352963089943,
"m": 0.751422107219696
},
{
"p": 0.05882352963089943,
"m": 0.751422107219696
},
{
"p": 0.05882352963089943,
"m": 0.751422107219696
},
{
"p": 0.05882352963089943,
"m": 0.751422107219696
},
{
"p": 0.05882352963089943,
"m": 0.751422107219696
},
{
"p": 0.05882352963089943,
"m": 0.751422107219696
}
]
},
{
"epoch": 11,
"train_loss": 1.471962809562683,
"val_loss": 1.3222707509994507,
"acc": 51.85,
"time": 85.01949314700005,
"param": [
{
"p": 0.05882352963089943,
"m": 0.7197481989860535
},
{
"p": 0.05882352963089943,
"m": 0.7197481989860535
},
{
"p": 0.05882352963089943,
"m": 0.7197481989860535
},
{
"p": 0.05882352963089943,
"m": 0.7197481989860535
},
{
"p": 0.05882352963089943,
"m": 0.7197481989860535
},
{
"p": 0.05882352963089943,
"m": 0.7197481989860535
},
{
"p": 0.05882352963089943,
"m": 0.7197481989860535
},
{
"p": 0.05882352963089943,
"m": 0.7197481989860535
},
{
"p": 0.05882352963089943,
"m": 0.7197481989860535
},
{
"p": 0.05882352963089943,
"m": 0.7197481989860535
},
{
"p": 0.05882352963089943,
"m": 0.7197481989860535
},
{
"p": 0.05882352963089943,
"m": 0.7197481989860535
},
{
"p": 0.05882352963089943,
"m": 0.7197481989860535
},
{
"p": 0.05882352963089943,
"m": 0.7197481989860535
},
{
"p": 0.05882352963089943,
"m": 0.7197481989860535
},
{
"p": 0.05882352963089943,
"m": 0.7197481989860535
},
{
"p": 0.05882352963089943,
"m": 0.7197481989860535
}
]
},
{
"epoch": 12,
"train_loss": 1.4928362369537354,
"val_loss": 1.3688572645187378,
"acc": 54.06,
"time": 86.06578510999987,
"param": [
{
"p": 0.05882352963089943,
"m": 0.7128525972366333
},
{
"p": 0.05882352963089943,
"m": 0.7128525972366333
},
{
"p": 0.05882352963089943,
"m": 0.7128525972366333
},
{
"p": 0.05882352963089943,
"m": 0.7128525972366333
},
{
"p": 0.05882352963089943,
"m": 0.7128525972366333
},
{
"p": 0.05882352963089943,
"m": 0.7128525972366333
},
{
"p": 0.05882352963089943,
"m": 0.7128525972366333
},
{
"p": 0.05882352963089943,
"m": 0.7128525972366333
},
{
"p": 0.05882352963089943,
"m": 0.7128525972366333
},
{
"p": 0.05882352963089943,
"m": 0.7128525972366333
},
{
"p": 0.05882352963089943,
"m": 0.7128525972366333
},
{
"p": 0.05882352963089943,
"m": 0.7128525972366333
},
{
"p": 0.05882352963089943,
"m": 0.7128525972366333
},
{
"p": 0.05882352963089943,
"m": 0.7128525972366333
},
{
"p": 0.05882352963089943,
"m": 0.7128525972366333
},
{
"p": 0.05882352963089943,
"m": 0.7128525972366333
},
{
"p": 0.05882352963089943,
"m": 0.7128525972366333
}
]
},
{
"epoch": 13,
"train_loss": 1.30391263961792,
"val_loss": 1.331458568572998,
"acc": 54.14,
"time": 89.63789756999995,
"param": [
{
"p": 0.05882352963089943,
"m": 0.6971789002418518
},
{
"p": 0.05882352963089943,
"m": 0.6971789002418518
},
{
"p": 0.05882352963089943,
"m": 0.6971789002418518
},
{
"p": 0.05882352963089943,
"m": 0.6971789002418518
},
{
"p": 0.05882352963089943,
"m": 0.6971789002418518
},
{
"p": 0.05882352963089943,
"m": 0.6971789002418518
},
{
"p": 0.05882352963089943,
"m": 0.6971789002418518
},
{
"p": 0.05882352963089943,
"m": 0.6971789002418518
},
{
"p": 0.05882352963089943,
"m": 0.6971789002418518
},
{
"p": 0.05882352963089943,
"m": 0.6971789002418518
},
{
"p": 0.05882352963089943,
"m": 0.6971789002418518
},
{
"p": 0.05882352963089943,
"m": 0.6971789002418518
},
{
"p": 0.05882352963089943,
"m": 0.6971789002418518
},
{
"p": 0.05882352963089943,
"m": 0.6971789002418518
},
{
"p": 0.05882352963089943,
"m": 0.6971789002418518
},
{
"p": 0.05882352963089943,
"m": 0.6971789002418518
},
{
"p": 0.05882352963089943,
"m": 0.6971789002418518
}
]
},
{
"epoch": 14,
"train_loss": 1.3225234746932983,
"val_loss": 1.3309364318847656,
"acc": 55.92,
"time": 86.14820133900002,
"param": [
{
"p": 0.05882352963089943,
"m": 0.6656166315078735
},
{
"p": 0.05882352963089943,
"m": 0.6656166315078735
},
{
"p": 0.05882352963089943,
"m": 0.6656166315078735
},
{
"p": 0.05882352963089943,
"m": 0.6656166315078735
},
{
"p": 0.05882352963089943,
"m": 0.6656166315078735
},
{
"p": 0.05882352963089943,
"m": 0.6656166315078735
},
{
"p": 0.05882352963089943,
"m": 0.6656166315078735
},
{
"p": 0.05882352963089943,
"m": 0.6656166315078735
},
{
"p": 0.05882352963089943,
"m": 0.6656166315078735
},
{
"p": 0.05882352963089943,
"m": 0.6656166315078735
},
{
"p": 0.05882352963089943,
"m": 0.6656166315078735
},
{
"p": 0.05882352963089943,
"m": 0.6656166315078735
},
{
"p": 0.05882352963089943,
"m": 0.6656166315078735
},
{
"p": 0.05882352963089943,
"m": 0.6656166315078735
},
{
"p": 0.05882352963089943,
"m": 0.6656166315078735
},
{
"p": 0.05882352963089943,
"m": 0.6656166315078735
},
{
"p": 0.05882352963089943,
"m": 0.6656166315078735
}
]
},
{
"epoch": 15,
"train_loss": 1.2578133344650269,
"val_loss": 1.1680071353912354,
"acc": 56.44,
"time": 87.96405806000007,
"param": [
{
"p": 0.05882352963089943,
"m": 0.6663584113121033
},
{
"p": 0.05882352963089943,
"m": 0.6663584113121033
},
{
"p": 0.05882352963089943,
"m": 0.6663584113121033
},
{
"p": 0.05882352963089943,
"m": 0.6663584113121033
},
{
"p": 0.05882352963089943,
"m": 0.6663584113121033
},
{
"p": 0.05882352963089943,
"m": 0.6663584113121033
},
{
"p": 0.05882352963089943,
"m": 0.6663584113121033
},
{
"p": 0.05882352963089943,
"m": 0.6663584113121033
},
{
"p": 0.05882352963089943,
"m": 0.6663584113121033
},
{
"p": 0.05882352963089943,
"m": 0.6663584113121033
},
{
"p": 0.05882352963089943,
"m": 0.6663584113121033
},
{
"p": 0.05882352963089943,
"m": 0.6663584113121033
},
{
"p": 0.05882352963089943,
"m": 0.6663584113121033
},
{
"p": 0.05882352963089943,
"m": 0.6663584113121033
},
{
"p": 0.05882352963089943,
"m": 0.6663584113121033
},
{
"p": 0.05882352963089943,
"m": 0.6663584113121033
},
{
"p": 0.05882352963089943,
"m": 0.6663584113121033
}
]
},
{
"epoch": 16,
"train_loss": 1.2128548622131348,
"val_loss": 1.3015236854553223,
"acc": 55.42,
"time": 84.03764793200003,
"param": [
{
"p": 0.05882352963089943,
"m": 0.6768870949745178
},
{
"p": 0.05882352963089943,
"m": 0.6768870949745178
},
{
"p": 0.05882352963089943,
"m": 0.6768870949745178
},
{
"p": 0.05882352963089943,
"m": 0.6768870949745178
},
{
"p": 0.05882352963089943,
"m": 0.6768870949745178
},
{
"p": 0.05882352963089943,
"m": 0.6768870949745178
},
{
"p": 0.05882352963089943,
"m": 0.6768870949745178
},
{
"p": 0.05882352963089943,
"m": 0.6768870949745178
},
{
"p": 0.05882352963089943,
"m": 0.6768870949745178
},
{
"p": 0.05882352963089943,
"m": 0.6768870949745178
},
{
"p": 0.05882352963089943,
"m": 0.6768870949745178
},
{
"p": 0.05882352963089943,
"m": 0.6768870949745178
},
{
"p": 0.05882352963089943,
"m": 0.6768870949745178
},
{
"p": 0.05882352963089943,
"m": 0.6768870949745178
},
{
"p": 0.05882352963089943,
"m": 0.6768870949745178
},
{
"p": 0.05882352963089943,
"m": 0.6768870949745178
},
{
"p": 0.05882352963089943,
"m": 0.6768870949745178
}
]
},
{
"epoch": 17,
"train_loss": 1.127069115638733,
"val_loss": 1.1745541095733643,
"acc": 58.08,
"time": 89.14858326400008,
"param": [
{
"p": 0.05882352963089943,
"m": 0.6813079714775085
},
{
"p": 0.05882352963089943,
"m": 0.6813079714775085
},
{
"p": 0.05882352963089943,
"m": 0.6813079714775085
},
{
"p": 0.05882352963089943,
"m": 0.6813079714775085
},
{
"p": 0.05882352963089943,
"m": 0.6813079714775085
},
{
"p": 0.05882352963089943,
"m": 0.6813079714775085
},
{
"p": 0.05882352963089943,
"m": 0.6813079714775085
},
{
"p": 0.05882352963089943,
"m": 0.6813079714775085
},
{
"p": 0.05882352963089943,
"m": 0.6813079714775085
},
{
"p": 0.05882352963089943,
"m": 0.6813079714775085
},
{
"p": 0.05882352963089943,
"m": 0.6813079714775085
},
{
"p": 0.05882352963089943,
"m": 0.6813079714775085
},
{
"p": 0.05882352963089943,
"m": 0.6813079714775085
},
{
"p": 0.05882352963089943,
"m": 0.6813079714775085
},
{
"p": 0.05882352963089943,
"m": 0.6813079714775085
},
{
"p": 0.05882352963089943,
"m": 0.6813079714775085
},
{
"p": 0.05882352963089943,
"m": 0.6813079714775085
}
]
},
{
"epoch": 18,
"train_loss": 1.241232991218567,
"val_loss": 1.2690937519073486,
"acc": 57.65,
"time": 85.27697863599997,
"param": [
{
"p": 0.05882352963089943,
"m": 0.6837638020515442
},
{
"p": 0.05882352963089943,
"m": 0.6837638020515442
},
{
"p": 0.05882352963089943,
"m": 0.6837638020515442
},
{
"p": 0.05882352963089943,
"m": 0.6837638020515442
},
{
"p": 0.05882352963089943,
"m": 0.6837638020515442
},
{
"p": 0.05882352963089943,
"m": 0.6837638020515442
},
{
"p": 0.05882352963089943,
"m": 0.6837638020515442
},
{
"p": 0.05882352963089943,
"m": 0.6837638020515442
},
{
"p": 0.05882352963089943,
"m": 0.6837638020515442
},
{
"p": 0.05882352963089943,
"m": 0.6837638020515442
},
{
"p": 0.05882352963089943,
"m": 0.6837638020515442
},
{
"p": 0.05882352963089943,
"m": 0.6837638020515442
},
{
"p": 0.05882352963089943,
"m": 0.6837638020515442
},
{
"p": 0.05882352963089943,
"m": 0.6837638020515442
},
{
"p": 0.05882352963089943,
"m": 0.6837638020515442
},
{
"p": 0.05882352963089943,
"m": 0.6837638020515442
},
{
"p": 0.05882352963089943,
"m": 0.6837638020515442
}
]
},
{
"epoch": 19,
"train_loss": 1.19052255153656,
"val_loss": 1.215216875076294,
"acc": 58.91,
"time": 88.95367142400005,
"param": [
{
"p": 0.05882352963089943,
"m": 0.662497341632843
},
{
"p": 0.05882352963089943,
"m": 0.662497341632843
},
{
"p": 0.05882352963089943,
"m": 0.662497341632843
},
{
"p": 0.05882352963089943,
"m": 0.662497341632843
},
{
"p": 0.05882352963089943,
"m": 0.662497341632843
},
{
"p": 0.05882352963089943,
"m": 0.662497341632843
},
{
"p": 0.05882352963089943,
"m": 0.662497341632843
},
{
"p": 0.05882352963089943,
"m": 0.662497341632843
},
{
"p": 0.05882352963089943,
"m": 0.662497341632843
},
{
"p": 0.05882352963089943,
"m": 0.662497341632843
},
{
"p": 0.05882352963089943,
"m": 0.662497341632843
},
{
"p": 0.05882352963089943,
"m": 0.662497341632843
},
{
"p": 0.05882352963089943,
"m": 0.662497341632843
},
{
"p": 0.05882352963089943,
"m": 0.662497341632843
},
{
"p": 0.05882352963089943,
"m": 0.662497341632843
},
{
"p": 0.05882352963089943,
"m": 0.662497341632843
},
{
"p": 0.05882352963089943,
"m": 0.662497341632843
}
]
},
{
"epoch": 20,
"train_loss": 1.0385719537734985,
"val_loss": 1.1386773586273193,
"acc": 59.08,
"time": 91.30962677999992,
"param": [
{
"p": 0.05882352963089943,
"m": 0.6429516077041626
},
{
"p": 0.05882352963089943,
"m": 0.6429516077041626
},
{
"p": 0.05882352963089943,
"m": 0.6429516077041626
},
{
"p": 0.05882352963089943,
"m": 0.6429516077041626
},
{
"p": 0.05882352963089943,
"m": 0.6429516077041626
},
{
"p": 0.05882352963089943,
"m": 0.6429516077041626
},
{
"p": 0.05882352963089943,
"m": 0.6429516077041626
},
{
"p": 0.05882352963089943,
"m": 0.6429516077041626
},
{
"p": 0.05882352963089943,
"m": 0.6429516077041626
},
{
"p": 0.05882352963089943,
"m": 0.6429516077041626
},
{
"p": 0.05882352963089943,
"m": 0.6429516077041626
},
{
"p": 0.05882352963089943,
"m": 0.6429516077041626
},
{
"p": 0.05882352963089943,
"m": 0.6429516077041626
},
{
"p": 0.05882352963089943,
"m": 0.6429516077041626
},
{
"p": 0.05882352963089943,
"m": 0.6429516077041626
},
{
"p": 0.05882352963089943,
"m": 0.6429516077041626
},
{
"p": 0.05882352963089943,
"m": 0.6429516077041626
}
]
},
{
"epoch": 21,
"train_loss": 1.10325288772583,
"val_loss": 1.0502784252166748,
"acc": 61.22,
"time": 86.2826358069999,
"param": [
{
"p": 0.05882352963089943,
"m": 0.574255108833313
},
{
"p": 0.05882352963089943,
"m": 0.574255108833313
},
{
"p": 0.05882352963089943,
"m": 0.574255108833313
},
{
"p": 0.05882352963089943,
"m": 0.574255108833313
},
{
"p": 0.05882352963089943,
"m": 0.574255108833313
},
{
"p": 0.05882352963089943,
"m": 0.574255108833313
},
{
"p": 0.05882352963089943,
"m": 0.574255108833313
},
{
"p": 0.05882352963089943,
"m": 0.574255108833313
},
{
"p": 0.05882352963089943,
"m": 0.574255108833313
},
{
"p": 0.05882352963089943,
"m": 0.574255108833313
},
{
"p": 0.05882352963089943,
"m": 0.574255108833313
},
{
"p": 0.05882352963089943,
"m": 0.574255108833313
},
{
"p": 0.05882352963089943,
"m": 0.574255108833313
},
{
"p": 0.05882352963089943,
"m": 0.574255108833313
},
{
"p": 0.05882352963089943,
"m": 0.574255108833313
},
{
"p": 0.05882352963089943,
"m": 0.574255108833313
},
{
"p": 0.05882352963089943,
"m": 0.574255108833313
}
]
},
{
"epoch": 22,
"train_loss": 1.1970570087432861,
"val_loss": 1.187347650527954,
"acc": 59.26,
"time": 87.54654398700018,
"param": [
{
"p": 0.05882352963089943,
"m": 0.5135635733604431
},
{
"p": 0.05882352963089943,
"m": 0.5135635733604431
},
{
"p": 0.05882352963089943,
"m": 0.5135635733604431
},
{
"p": 0.05882352963089943,
"m": 0.5135635733604431
},
{
"p": 0.05882352963089943,
"m": 0.5135635733604431
},
{
"p": 0.05882352963089943,
"m": 0.5135635733604431
},
{
"p": 0.05882352963089943,
"m": 0.5135635733604431
},
{
"p": 0.05882352963089943,
"m": 0.5135635733604431
},
{
"p": 0.05882352963089943,
"m": 0.5135635733604431
},
{
"p": 0.05882352963089943,
"m": 0.5135635733604431
},
{
"p": 0.05882352963089943,
"m": 0.5135635733604431
},
{
"p": 0.05882352963089943,
"m": 0.5135635733604431
},
{
"p": 0.05882352963089943,
"m": 0.5135635733604431
},
{
"p": 0.05882352963089943,
"m": 0.5135635733604431
},
{
"p": 0.05882352963089943,
"m": 0.5135635733604431
},
{
"p": 0.05882352963089943,
"m": 0.5135635733604431
},
{
"p": 0.05882352963089943,
"m": 0.5135635733604431
}
]
},
{
"epoch": 23,
"train_loss": 1.144233226776123,
"val_loss": 1.239277720451355,
"acc": 60.21,
"time": 84.300404136,
"param": [
{
"p": 0.05882352963089943,
"m": 0.4833661913871765
},
{
"p": 0.05882352963089943,
"m": 0.4833661913871765
},
{
"p": 0.05882352963089943,
"m": 0.4833661913871765
},
{
"p": 0.05882352963089943,
"m": 0.4833661913871765
},
{
"p": 0.05882352963089943,
"m": 0.4833661913871765
},
{
"p": 0.05882352963089943,
"m": 0.4833661913871765
},
{
"p": 0.05882352963089943,
"m": 0.4833661913871765
},
{
"p": 0.05882352963089943,
"m": 0.4833661913871765
},
{
"p": 0.05882352963089943,
"m": 0.4833661913871765
},
{
"p": 0.05882352963089943,
"m": 0.4833661913871765
},
{
"p": 0.05882352963089943,
"m": 0.4833661913871765
},
{
"p": 0.05882352963089943,
"m": 0.4833661913871765
},
{
"p": 0.05882352963089943,
"m": 0.4833661913871765
},
{
"p": 0.05882352963089943,
"m": 0.4833661913871765
},
{
"p": 0.05882352963089943,
"m": 0.4833661913871765
},
{
"p": 0.05882352963089943,
"m": 0.4833661913871765
},
{
"p": 0.05882352963089943,
"m": 0.4833661913871765
}
]
},
{
"epoch": 24,
"train_loss": 1.126479148864746,
"val_loss": 1.0023480653762817,
"acc": 60.35,
"time": 87.11461226799975,
"param": [
{
"p": 0.05882352963089943,
"m": 0.4658721685409546
},
{
"p": 0.05882352963089943,
"m": 0.4658721685409546
},
{
"p": 0.05882352963089943,
"m": 0.4658721685409546
},
{
"p": 0.05882352963089943,
"m": 0.4658721685409546
},
{
"p": 0.05882352963089943,
"m": 0.4658721685409546
},
{
"p": 0.05882352963089943,
"m": 0.4658721685409546
},
{
"p": 0.05882352963089943,
"m": 0.4658721685409546
},
{
"p": 0.05882352963089943,
"m": 0.4658721685409546
},
{
"p": 0.05882352963089943,
"m": 0.4658721685409546
},
{
"p": 0.05882352963089943,
"m": 0.4658721685409546
},
{
"p": 0.05882352963089943,
"m": 0.4658721685409546
},
{
"p": 0.05882352963089943,
"m": 0.4658721685409546
},
{
"p": 0.05882352963089943,
"m": 0.4658721685409546
},
{
"p": 0.05882352963089943,
"m": 0.4658721685409546
},
{
"p": 0.05882352963089943,
"m": 0.4658721685409546
},
{
"p": 0.05882352963089943,
"m": 0.4658721685409546
},
{
"p": 0.05882352963089943,
"m": 0.4658721685409546
}
]
},
{
"epoch": 25,
"train_loss": 0.9649293422698975,
"val_loss": 1.0729377269744873,
"acc": 62.58,
"time": 82.82352410900012,
"param": [
{
"p": 0.05882352963089943,
"m": 0.4315241575241089
},
{
"p": 0.05882352963089943,
"m": 0.4315241575241089
},
{
"p": 0.05882352963089943,
"m": 0.4315241575241089
},
{
"p": 0.05882352963089943,
"m": 0.4315241575241089
},
{
"p": 0.05882352963089943,
"m": 0.4315241575241089
},
{
"p": 0.05882352963089943,
"m": 0.4315241575241089
},
{
"p": 0.05882352963089943,
"m": 0.4315241575241089
},
{
"p": 0.05882352963089943,
"m": 0.4315241575241089
},
{
"p": 0.05882352963089943,
"m": 0.4315241575241089
},
{
"p": 0.05882352963089943,
"m": 0.4315241575241089
},
{
"p": 0.05882352963089943,
"m": 0.4315241575241089
},
{
"p": 0.05882352963089943,
"m": 0.4315241575241089
},
{
"p": 0.05882352963089943,
"m": 0.4315241575241089
},
{
"p": 0.05882352963089943,
"m": 0.4315241575241089
},
{
"p": 0.05882352963089943,
"m": 0.4315241575241089
},
{
"p": 0.05882352963089943,
"m": 0.4315241575241089
},
{
"p": 0.05882352963089943,
"m": 0.4315241575241089
}
]
},
{
"epoch": 26,
"train_loss": 0.7753034830093384,
"val_loss": 1.125259280204773,
"acc": 63.88,
"time": 86.81246886600002,
"param": [
{
"p": 0.05882352963089943,
"m": 0.4069676101207733
},
{
"p": 0.05882352963089943,
"m": 0.4069676101207733
},
{
"p": 0.05882352963089943,
"m": 0.4069676101207733
},
{
"p": 0.05882352963089943,
"m": 0.4069676101207733
},
{
"p": 0.05882352963089943,
"m": 0.4069676101207733
},
{
"p": 0.05882352963089943,
"m": 0.4069676101207733
},
{
"p": 0.05882352963089943,
"m": 0.4069676101207733
},
{
"p": 0.05882352963089943,
"m": 0.4069676101207733
},
{
"p": 0.05882352963089943,
"m": 0.4069676101207733
},
{
"p": 0.05882352963089943,
"m": 0.4069676101207733
},
{
"p": 0.05882352963089943,
"m": 0.4069676101207733
},
{
"p": 0.05882352963089943,
"m": 0.4069676101207733
},
{
"p": 0.05882352963089943,
"m": 0.4069676101207733
},
{
"p": 0.05882352963089943,
"m": 0.4069676101207733
},
{
"p": 0.05882352963089943,
"m": 0.4069676101207733
},
{
"p": 0.05882352963089943,
"m": 0.4069676101207733
},
{
"p": 0.05882352963089943,
"m": 0.4069676101207733
}
]
},
{
"epoch": 27,
"train_loss": 0.8945478796958923,
"val_loss": 1.0629974603652954,
"acc": 61.76,
"time": 86.52312843100026,
"param": [
{
"p": 0.05882352963089943,
"m": 0.40555742383003235
},
{
"p": 0.05882352963089943,
"m": 0.40555742383003235
},
{
"p": 0.05882352963089943,
"m": 0.40555742383003235
},
{
"p": 0.05882352963089943,
"m": 0.40555742383003235
},
{
"p": 0.05882352963089943,
"m": 0.40555742383003235
},
{
"p": 0.05882352963089943,
"m": 0.40555742383003235
},
{
"p": 0.05882352963089943,
"m": 0.40555742383003235
},
{
"p": 0.05882352963089943,
"m": 0.40555742383003235
},
{
"p": 0.05882352963089943,
"m": 0.40555742383003235
},
{
"p": 0.05882352963089943,
"m": 0.40555742383003235
},
{
"p": 0.05882352963089943,
"m": 0.40555742383003235
},
{
"p": 0.05882352963089943,
"m": 0.40555742383003235
},
{
"p": 0.05882352963089943,
"m": 0.40555742383003235
},
{
"p": 0.05882352963089943,
"m": 0.40555742383003235
},
{
"p": 0.05882352963089943,
"m": 0.40555742383003235
},
{
"p": 0.05882352963089943,
"m": 0.40555742383003235
},
{
"p": 0.05882352963089943,
"m": 0.40555742383003235
}
]
},
{
"epoch": 28,
"train_loss": 0.84229975938797,
"val_loss": 1.1147716045379639,
"acc": 64.09,
"time": 90.8843154619999,
"param": [
{
"p": 0.05882352963089943,
"m": 0.3987598121166229
},
{
"p": 0.05882352963089943,
"m": 0.3987598121166229
},
{
"p": 0.05882352963089943,
"m": 0.3987598121166229
},
{
"p": 0.05882352963089943,
"m": 0.3987598121166229
},
{
"p": 0.05882352963089943,
"m": 0.3987598121166229
},
{
"p": 0.05882352963089943,
"m": 0.3987598121166229
},
{
"p": 0.05882352963089943,
"m": 0.3987598121166229
},
{
"p": 0.05882352963089943,
"m": 0.3987598121166229
},
{
"p": 0.05882352963089943,
"m": 0.3987598121166229
},
{
"p": 0.05882352963089943,
"m": 0.3987598121166229
},
{
"p": 0.05882352963089943,
"m": 0.3987598121166229
},
{
"p": 0.05882352963089943,
"m": 0.3987598121166229
},
{
"p": 0.05882352963089943,
"m": 0.3987598121166229
},
{
"p": 0.05882352963089943,
"m": 0.3987598121166229
},
{
"p": 0.05882352963089943,
"m": 0.3987598121166229
},
{
"p": 0.05882352963089943,
"m": 0.3987598121166229
},
{
"p": 0.05882352963089943,
"m": 0.3987598121166229
}
]
},
{
"epoch": 29,
"train_loss": 0.9136137366294861,
"val_loss": 1.0229694843292236,
"acc": 62.63,
"time": 87.3281500840003,
"param": [
{
"p": 0.05882352963089943,
"m": 0.390547513961792
},
{
"p": 0.05882352963089943,
"m": 0.390547513961792
},
{
"p": 0.05882352963089943,
"m": 0.390547513961792
},
{
"p": 0.05882352963089943,
"m": 0.390547513961792
},
{
"p": 0.05882352963089943,
"m": 0.390547513961792
},
{
"p": 0.05882352963089943,
"m": 0.390547513961792
},
{
"p": 0.05882352963089943,
"m": 0.390547513961792
},
{
"p": 0.05882352963089943,
"m": 0.390547513961792
},
{
"p": 0.05882352963089943,
"m": 0.390547513961792
},
{
"p": 0.05882352963089943,
"m": 0.390547513961792
},
{
"p": 0.05882352963089943,
"m": 0.390547513961792
},
{
"p": 0.05882352963089943,
"m": 0.390547513961792
},
{
"p": 0.05882352963089943,
"m": 0.390547513961792
},
{
"p": 0.05882352963089943,
"m": 0.390547513961792
},
{
"p": 0.05882352963089943,
"m": 0.390547513961792
},
{
"p": 0.05882352963089943,
"m": 0.390547513961792
},
{
"p": 0.05882352963089943,
"m": 0.390547513961792
}
]
},
{
"epoch": 30,
"train_loss": 0.8652288913726807,
"val_loss": 1.0317343473434448,
"acc": 63.51,
"time": 85.45890749199998,
"param": [
{
"p": 0.05882352963089943,
"m": 0.36014291644096375
},
{
"p": 0.05882352963089943,
"m": 0.36014291644096375
},
{
"p": 0.05882352963089943,
"m": 0.36014291644096375
},
{
"p": 0.05882352963089943,
"m": 0.36014291644096375
},
{
"p": 0.05882352963089943,
"m": 0.36014291644096375
},
{
"p": 0.05882352963089943,
"m": 0.36014291644096375
},
{
"p": 0.05882352963089943,
"m": 0.36014291644096375
},
{
"p": 0.05882352963089943,
"m": 0.36014291644096375
},
{
"p": 0.05882352963089943,
"m": 0.36014291644096375
},
{
"p": 0.05882352963089943,
"m": 0.36014291644096375
},
{
"p": 0.05882352963089943,
"m": 0.36014291644096375
},
{
"p": 0.05882352963089943,
"m": 0.36014291644096375
},
{
"p": 0.05882352963089943,
"m": 0.36014291644096375
},
{
"p": 0.05882352963089943,
"m": 0.36014291644096375
},
{
"p": 0.05882352963089943,
"m": 0.36014291644096375
},
{
"p": 0.05882352963089943,
"m": 0.36014291644096375
},
{
"p": 0.05882352963089943,
"m": 0.36014291644096375
}
]
},
{
"epoch": 31,
"train_loss": 0.9400709271430969,
"val_loss": 1.014236569404602,
"acc": 63.44,
"time": 86.10294072599982,
"param": [
{
"p": 0.05882352963089943,
"m": 0.3632667660713196
},
{
"p": 0.05882352963089943,
"m": 0.3632667660713196
},
{
"p": 0.05882352963089943,
"m": 0.3632667660713196
},
{
"p": 0.05882352963089943,
"m": 0.3632667660713196
},
{
"p": 0.05882352963089943,
"m": 0.3632667660713196
},
{
"p": 0.05882352963089943,
"m": 0.3632667660713196
},
{
"p": 0.05882352963089943,
"m": 0.3632667660713196
},
{
"p": 0.05882352963089943,
"m": 0.3632667660713196
},
{
"p": 0.05882352963089943,
"m": 0.3632667660713196
},
{
"p": 0.05882352963089943,
"m": 0.3632667660713196
},
{
"p": 0.05882352963089943,
"m": 0.3632667660713196
},
{
"p": 0.05882352963089943,
"m": 0.3632667660713196
},
{
"p": 0.05882352963089943,
"m": 0.3632667660713196
},
{
"p": 0.05882352963089943,
"m": 0.3632667660713196
},
{
"p": 0.05882352963089943,
"m": 0.3632667660713196
},
{
"p": 0.05882352963089943,
"m": 0.3632667660713196
},
{
"p": 0.05882352963089943,
"m": 0.3632667660713196
}
]
},
{
"epoch": 32,
"train_loss": 0.7717991471290588,
"val_loss": 1.1251013278961182,
"acc": 64.68,
"time": 88.6259129250002,
"param": [
{
"p": 0.05882352963089943,
"m": 0.4002993106842041
},
{
"p": 0.05882352963089943,
"m": 0.4002993106842041
},
{
"p": 0.05882352963089943,
"m": 0.4002993106842041
},
{
"p": 0.05882352963089943,
"m": 0.4002993106842041
},
{
"p": 0.05882352963089943,
"m": 0.4002993106842041
},
{
"p": 0.05882352963089943,
"m": 0.4002993106842041
},
{
"p": 0.05882352963089943,
"m": 0.4002993106842041
},
{
"p": 0.05882352963089943,
"m": 0.4002993106842041
},
{
"p": 0.05882352963089943,
"m": 0.4002993106842041
},
{
"p": 0.05882352963089943,
"m": 0.4002993106842041
},
{
"p": 0.05882352963089943,
"m": 0.4002993106842041
},
{
"p": 0.05882352963089943,
"m": 0.4002993106842041
},
{
"p": 0.05882352963089943,
"m": 0.4002993106842041
},
{
"p": 0.05882352963089943,
"m": 0.4002993106842041
},
{
"p": 0.05882352963089943,
"m": 0.4002993106842041
},
{
"p": 0.05882352963089943,
"m": 0.4002993106842041
},
{
"p": 0.05882352963089943,
"m": 0.4002993106842041
}
]
},
{
"epoch": 33,
"train_loss": 0.7500556707382202,
"val_loss": 1.0059696435928345,
"acc": 65.02,
"time": 90.5866819189996,
"param": [
{
"p": 0.05882352963089943,
"m": 0.4360746145248413
},
{
"p": 0.05882352963089943,
"m": 0.4360746145248413
},
{
"p": 0.05882352963089943,
"m": 0.4360746145248413
},
{
"p": 0.05882352963089943,
"m": 0.4360746145248413
},
{
"p": 0.05882352963089943,
"m": 0.4360746145248413
},
{
"p": 0.05882352963089943,
"m": 0.4360746145248413
},
{
"p": 0.05882352963089943,
"m": 0.4360746145248413
},
{
"p": 0.05882352963089943,
"m": 0.4360746145248413
},
{
"p": 0.05882352963089943,
"m": 0.4360746145248413
},
{
"p": 0.05882352963089943,
"m": 0.4360746145248413
},
{
"p": 0.05882352963089943,
"m": 0.4360746145248413
},
{
"p": 0.05882352963089943,
"m": 0.4360746145248413
},
{
"p": 0.05882352963089943,
"m": 0.4360746145248413
},
{
"p": 0.05882352963089943,
"m": 0.4360746145248413
},
{
"p": 0.05882352963089943,
"m": 0.4360746145248413
},
{
"p": 0.05882352963089943,
"m": 0.4360746145248413
},
{
"p": 0.05882352963089943,
"m": 0.4360746145248413
}
]
},
{
"epoch": 34,
"train_loss": 0.98692387342453,
"val_loss": 0.9300971031188965,
"acc": 64.36,
"time": 85.29933233500014,
"param": [
{
"p": 0.05882352963089943,
"m": 0.4367234408855438
},
{
"p": 0.05882352963089943,
"m": 0.4367234408855438
},
{
"p": 0.05882352963089943,
"m": 0.4367234408855438
},
{
"p": 0.05882352963089943,
"m": 0.4367234408855438
},
{
"p": 0.05882352963089943,
"m": 0.4367234408855438
},
{
"p": 0.05882352963089943,
"m": 0.4367234408855438
},
{
"p": 0.05882352963089943,
"m": 0.4367234408855438
},
{
"p": 0.05882352963089943,
"m": 0.4367234408855438
},
{
"p": 0.05882352963089943,
"m": 0.4367234408855438
},
{
"p": 0.05882352963089943,
"m": 0.4367234408855438
},
{
"p": 0.05882352963089943,
"m": 0.4367234408855438
},
{
"p": 0.05882352963089943,
"m": 0.4367234408855438
},
{
"p": 0.05882352963089943,
"m": 0.4367234408855438
},
{
"p": 0.05882352963089943,
"m": 0.4367234408855438
},
{
"p": 0.05882352963089943,
"m": 0.4367234408855438
},
{
"p": 0.05882352963089943,
"m": 0.4367234408855438
},
{
"p": 0.05882352963089943,
"m": 0.4367234408855438
}
]
},
{
"epoch": 35,
"train_loss": 0.722966730594635,
"val_loss": 0.9462728500366211,
"acc": 64.3,
"time": 89.997543512,
"param": [
{
"p": 0.05882352963089943,
"m": 0.4442993998527527
},
{
"p": 0.05882352963089943,
"m": 0.4442993998527527
},
{
"p": 0.05882352963089943,
"m": 0.4442993998527527
},
{
"p": 0.05882352963089943,
"m": 0.4442993998527527
},
{
"p": 0.05882352963089943,
"m": 0.4442993998527527
},
{
"p": 0.05882352963089943,
"m": 0.4442993998527527
},
{
"p": 0.05882352963089943,
"m": 0.4442993998527527
},
{
"p": 0.05882352963089943,
"m": 0.4442993998527527
},
{
"p": 0.05882352963089943,
"m": 0.4442993998527527
},
{
"p": 0.05882352963089943,
"m": 0.4442993998527527
},
{
"p": 0.05882352963089943,
"m": 0.4442993998527527
},
{
"p": 0.05882352963089943,
"m": 0.4442993998527527
},
{
"p": 0.05882352963089943,
"m": 0.4442993998527527
},
{
"p": 0.05882352963089943,
"m": 0.4442993998527527
},
{
"p": 0.05882352963089943,
"m": 0.4442993998527527
},
{
"p": 0.05882352963089943,
"m": 0.4442993998527527
},
{
"p": 0.05882352963089943,
"m": 0.4442993998527527
}
]
},
{
"epoch": 36,
"train_loss": 0.6481956839561462,
"val_loss": 1.025599479675293,
"acc": 64.83,
"time": 86.12508297900013,
"param": [
{
"p": 0.05882352963089943,
"m": 0.4705260396003723
},
{
"p": 0.05882352963089943,
"m": 0.4705260396003723
},
{
"p": 0.05882352963089943,
"m": 0.4705260396003723
},
{
"p": 0.05882352963089943,
"m": 0.4705260396003723
},
{
"p": 0.05882352963089943,
"m": 0.4705260396003723
},
{
"p": 0.05882352963089943,
"m": 0.4705260396003723
},
{
"p": 0.05882352963089943,
"m": 0.4705260396003723
},
{
"p": 0.05882352963089943,
"m": 0.4705260396003723
},
{
"p": 0.05882352963089943,
"m": 0.4705260396003723
},
{
"p": 0.05882352963089943,
"m": 0.4705260396003723
},
{
"p": 0.05882352963089943,
"m": 0.4705260396003723
},
{
"p": 0.05882352963089943,
"m": 0.4705260396003723
},
{
"p": 0.05882352963089943,
"m": 0.4705260396003723
},
{
"p": 0.05882352963089943,
"m": 0.4705260396003723
},
{
"p": 0.05882352963089943,
"m": 0.4705260396003723
},
{
"p": 0.05882352963089943,
"m": 0.4705260396003723
},
{
"p": 0.05882352963089943,
"m": 0.4705260396003723
}
]
},
{
"epoch": 37,
"train_loss": 0.7494833469390869,
"val_loss": 0.9976069927215576,
"acc": 65.04,
"time": 84.49485522399982,
"param": [
{
"p": 0.05882352963089943,
"m": 0.4451269209384918
},
{
"p": 0.05882352963089943,
"m": 0.4451269209384918
},
{
"p": 0.05882352963089943,
"m": 0.4451269209384918
},
{
"p": 0.05882352963089943,
"m": 0.4451269209384918
},
{
"p": 0.05882352963089943,
"m": 0.4451269209384918
},
{
"p": 0.05882352963089943,
"m": 0.4451269209384918
},
{
"p": 0.05882352963089943,
"m": 0.4451269209384918
},
{
"p": 0.05882352963089943,
"m": 0.4451269209384918
},
{
"p": 0.05882352963089943,
"m": 0.4451269209384918
},
{
"p": 0.05882352963089943,
"m": 0.4451269209384918
},
{
"p": 0.05882352963089943,
"m": 0.4451269209384918
},
{
"p": 0.05882352963089943,
"m": 0.4451269209384918
},
{
"p": 0.05882352963089943,
"m": 0.4451269209384918
},
{
"p": 0.05882352963089943,
"m": 0.4451269209384918
},
{
"p": 0.05882352963089943,
"m": 0.4451269209384918
},
{
"p": 0.05882352963089943,
"m": 0.4451269209384918
},
{
"p": 0.05882352963089943,
"m": 0.4451269209384918
}
]
},
{
"epoch": 38,
"train_loss": 0.8071722388267517,
"val_loss": 1.1663129329681396,
"acc": 64.87,
"time": 84.87106330699999,
"param": [
{
"p": 0.05882352963089943,
"m": 0.4429188370704651
},
{
"p": 0.05882352963089943,
"m": 0.4429188370704651
},
{
"p": 0.05882352963089943,
"m": 0.4429188370704651
},
{
"p": 0.05882352963089943,
"m": 0.4429188370704651
},
{
"p": 0.05882352963089943,
"m": 0.4429188370704651
},
{
"p": 0.05882352963089943,
"m": 0.4429188370704651
},
{
"p": 0.05882352963089943,
"m": 0.4429188370704651
},
{
"p": 0.05882352963089943,
"m": 0.4429188370704651
},
{
"p": 0.05882352963089943,
"m": 0.4429188370704651
},
{
"p": 0.05882352963089943,
"m": 0.4429188370704651
},
{
"p": 0.05882352963089943,
"m": 0.4429188370704651
},
{
"p": 0.05882352963089943,
"m": 0.4429188370704651
},
{
"p": 0.05882352963089943,
"m": 0.4429188370704651
},
{
"p": 0.05882352963089943,
"m": 0.4429188370704651
},
{
"p": 0.05882352963089943,
"m": 0.4429188370704651
},
{
"p": 0.05882352963089943,
"m": 0.4429188370704651
},
{
"p": 0.05882352963089943,
"m": 0.4429188370704651
}
]
},
{
"epoch": 39,
"train_loss": 0.5217056274414062,
"val_loss": 1.0941365957260132,
"acc": 65.28,
"time": 85.70696395599998,
"param": [
{
"p": 0.05882352963089943,
"m": 0.41029781103134155
},
{
"p": 0.05882352963089943,
"m": 0.41029781103134155
},
{
"p": 0.05882352963089943,
"m": 0.41029781103134155
},
{
"p": 0.05882352963089943,
"m": 0.41029781103134155
},
{
"p": 0.05882352963089943,
"m": 0.41029781103134155
},
{
"p": 0.05882352963089943,
"m": 0.41029781103134155
},
{
"p": 0.05882352963089943,
"m": 0.41029781103134155
},
{
"p": 0.05882352963089943,
"m": 0.41029781103134155
},
{
"p": 0.05882352963089943,
"m": 0.41029781103134155
},
{
"p": 0.05882352963089943,
"m": 0.41029781103134155
},
{
"p": 0.05882352963089943,
"m": 0.41029781103134155
},
{
"p": 0.05882352963089943,
"m": 0.41029781103134155
},
{
"p": 0.05882352963089943,
"m": 0.41029781103134155
},
{
"p": 0.05882352963089943,
"m": 0.41029781103134155
},
{
"p": 0.05882352963089943,
"m": 0.41029781103134155
},
{
"p": 0.05882352963089943,
"m": 0.41029781103134155
},
{
"p": 0.05882352963089943,
"m": 0.41029781103134155
}
]
},
{
"epoch": 40,
"train_loss": 0.7057656645774841,
"val_loss": 1.329614520072937,
"acc": 65.69,
"time": 85.5096772920001,
"param": [
{
"p": 0.05882352963089943,
"m": 0.4003257751464844
},
{
"p": 0.05882352963089943,
"m": 0.4003257751464844
},
{
"p": 0.05882352963089943,
"m": 0.4003257751464844
},
{
"p": 0.05882352963089943,
"m": 0.4003257751464844
},
{
"p": 0.05882352963089943,
"m": 0.4003257751464844
},
{
"p": 0.05882352963089943,
"m": 0.4003257751464844
},
{
"p": 0.05882352963089943,
"m": 0.4003257751464844
},
{
"p": 0.05882352963089943,
"m": 0.4003257751464844
},
{
"p": 0.05882352963089943,
"m": 0.4003257751464844
},
{
"p": 0.05882352963089943,
"m": 0.4003257751464844
},
{
"p": 0.05882352963089943,
"m": 0.4003257751464844
},
{
"p": 0.05882352963089943,
"m": 0.4003257751464844
},
{
"p": 0.05882352963089943,
"m": 0.4003257751464844
},
{
"p": 0.05882352963089943,
"m": 0.4003257751464844
},
{
"p": 0.05882352963089943,
"m": 0.4003257751464844
},
{
"p": 0.05882352963089943,
"m": 0.4003257751464844
},
{
"p": 0.05882352963089943,
"m": 0.4003257751464844
}
]
},
{
"epoch": 41,
"train_loss": 0.5305565595626831,
"val_loss": 1.067165493965149,
"acc": 66.02,
"time": 86.33031514100003,
"param": [
{
"p": 0.05882352963089943,
"m": 0.4128674268722534
},
{
"p": 0.05882352963089943,
"m": 0.4128674268722534
},
{
"p": 0.05882352963089943,
"m": 0.4128674268722534
},
{
"p": 0.05882352963089943,
"m": 0.4128674268722534
},
{
"p": 0.05882352963089943,
"m": 0.4128674268722534
},
{
"p": 0.05882352963089943,
"m": 0.4128674268722534
},
{
"p": 0.05882352963089943,
"m": 0.4128674268722534
},
{
"p": 0.05882352963089943,
"m": 0.4128674268722534
},
{
"p": 0.05882352963089943,
"m": 0.4128674268722534
},
{
"p": 0.05882352963089943,
"m": 0.4128674268722534
},
{
"p": 0.05882352963089943,
"m": 0.4128674268722534
},
{
"p": 0.05882352963089943,
"m": 0.4128674268722534
},
{
"p": 0.05882352963089943,
"m": 0.4128674268722534
},
{
"p": 0.05882352963089943,
"m": 0.4128674268722534
},
{
"p": 0.05882352963089943,
"m": 0.4128674268722534
},
{
"p": 0.05882352963089943,
"m": 0.4128674268722534
},
{
"p": 0.05882352963089943,
"m": 0.4128674268722534
}
]
},
{
"epoch": 42,
"train_loss": 0.6693905591964722,
"val_loss": 1.010579228401184,
"acc": 65.75,
"time": 87.07802753700025,
"param": [
{
"p": 0.05882352963089943,
"m": 0.41617223620414734
},
{
"p": 0.05882352963089943,
"m": 0.41617223620414734
},
{
"p": 0.05882352963089943,
"m": 0.41617223620414734
},
{
"p": 0.05882352963089943,
"m": 0.41617223620414734
},
{
"p": 0.05882352963089943,
"m": 0.41617223620414734
},
{
"p": 0.05882352963089943,
"m": 0.41617223620414734
},
{
"p": 0.05882352963089943,
"m": 0.41617223620414734
},
{
"p": 0.05882352963089943,
"m": 0.41617223620414734
},
{
"p": 0.05882352963089943,
"m": 0.41617223620414734
},
{
"p": 0.05882352963089943,
"m": 0.41617223620414734
},
{
"p": 0.05882352963089943,
"m": 0.41617223620414734
},
{
"p": 0.05882352963089943,
"m": 0.41617223620414734
},
{
"p": 0.05882352963089943,
"m": 0.41617223620414734
},
{
"p": 0.05882352963089943,
"m": 0.41617223620414734
},
{
"p": 0.05882352963089943,
"m": 0.41617223620414734
},
{
"p": 0.05882352963089943,
"m": 0.41617223620414734
},
{
"p": 0.05882352963089943,
"m": 0.41617223620414734
}
]
},
{
"epoch": 43,
"train_loss": 0.5964716076850891,
"val_loss": 1.0545456409454346,
"acc": 66.95,
"time": 84.46415148200003,
"param": [
{
"p": 0.05882352963089943,
"m": 0.4166613817214966
},
{
"p": 0.05882352963089943,
"m": 0.4166613817214966
},
{
"p": 0.05882352963089943,
"m": 0.4166613817214966
},
{
"p": 0.05882352963089943,
"m": 0.4166613817214966
},
{
"p": 0.05882352963089943,
"m": 0.4166613817214966
},
{
"p": 0.05882352963089943,
"m": 0.4166613817214966
},
{
"p": 0.05882352963089943,
"m": 0.4166613817214966
},
{
"p": 0.05882352963089943,
"m": 0.4166613817214966
},
{
"p": 0.05882352963089943,
"m": 0.4166613817214966
},
{
"p": 0.05882352963089943,
"m": 0.4166613817214966
},
{
"p": 0.05882352963089943,
"m": 0.4166613817214966
},
{
"p": 0.05882352963089943,
"m": 0.4166613817214966
},
{
"p": 0.05882352963089943,
"m": 0.4166613817214966
},
{
"p": 0.05882352963089943,
"m": 0.4166613817214966
},
{
"p": 0.05882352963089943,
"m": 0.4166613817214966
},
{
"p": 0.05882352963089943,
"m": 0.4166613817214966
},
{
"p": 0.05882352963089943,
"m": 0.4166613817214966
}
]
},
{
"epoch": 44,
"train_loss": 0.42632147669792175,
"val_loss": 1.144055724143982,
"acc": 64.66,
"time": 87.19271654800013,
"param": [
{
"p": 0.05882352963089943,
"m": 0.4088750183582306
},
{
"p": 0.05882352963089943,
"m": 0.4088750183582306
},
{
"p": 0.05882352963089943,
"m": 0.4088750183582306
},
{
"p": 0.05882352963089943,
"m": 0.4088750183582306
},
{
"p": 0.05882352963089943,
"m": 0.4088750183582306
},
{
"p": 0.05882352963089943,
"m": 0.4088750183582306
},
{
"p": 0.05882352963089943,
"m": 0.4088750183582306
},
{
"p": 0.05882352963089943,
"m": 0.4088750183582306
},
{
"p": 0.05882352963089943,
"m": 0.4088750183582306
},
{
"p": 0.05882352963089943,
"m": 0.4088750183582306
},
{
"p": 0.05882352963089943,
"m": 0.4088750183582306
},
{
"p": 0.05882352963089943,
"m": 0.4088750183582306
},
{
"p": 0.05882352963089943,
"m": 0.4088750183582306
},
{
"p": 0.05882352963089943,
"m": 0.4088750183582306
},
{
"p": 0.05882352963089943,
"m": 0.4088750183582306
},
{
"p": 0.05882352963089943,
"m": 0.4088750183582306
},
{
"p": 0.05882352963089943,
"m": 0.4088750183582306
}
]
},
{
"epoch": 45,
"train_loss": 0.7769805788993835,
"val_loss": 1.1035326719284058,
"acc": 65.03,
"time": 85.18589102499982,
"param": [
{
"p": 0.05882352963089943,
"m": 0.39050114154815674
},
{
"p": 0.05882352963089943,
"m": 0.39050114154815674
},
{
"p": 0.05882352963089943,
"m": 0.39050114154815674
},
{
"p": 0.05882352963089943,
"m": 0.39050114154815674
},
{
"p": 0.05882352963089943,
"m": 0.39050114154815674
},
{
"p": 0.05882352963089943,
"m": 0.39050114154815674
},
{
"p": 0.05882352963089943,
"m": 0.39050114154815674
},
{
"p": 0.05882352963089943,
"m": 0.39050114154815674
},
{
"p": 0.05882352963089943,
"m": 0.39050114154815674
},
{
"p": 0.05882352963089943,
"m": 0.39050114154815674
},
{
"p": 0.05882352963089943,
"m": 0.39050114154815674
},
{
"p": 0.05882352963089943,
"m": 0.39050114154815674
},
{
"p": 0.05882352963089943,
"m": 0.39050114154815674
},
{
"p": 0.05882352963089943,
"m": 0.39050114154815674
},
{
"p": 0.05882352963089943,
"m": 0.39050114154815674
},
{
"p": 0.05882352963089943,
"m": 0.39050114154815674
},
{
"p": 0.05882352963089943,
"m": 0.39050114154815674
}
]
},
{
"epoch": 46,
"train_loss": 0.5318423509597778,
"val_loss": 1.0982544422149658,
"acc": 65.88,
"time": 86.13870323999981,
"param": [
{
"p": 0.05882352963089943,
"m": 0.31741568446159363
},
{
"p": 0.05882352963089943,
"m": 0.31741568446159363
},
{
"p": 0.05882352963089943,
"m": 0.31741568446159363
},
{
"p": 0.05882352963089943,
"m": 0.31741568446159363
},
{
"p": 0.05882352963089943,
"m": 0.31741568446159363
},
{
"p": 0.05882352963089943,
"m": 0.31741568446159363
},
{
"p": 0.05882352963089943,
"m": 0.31741568446159363
},
{
"p": 0.05882352963089943,
"m": 0.31741568446159363
},
{
"p": 0.05882352963089943,
"m": 0.31741568446159363
},
{
"p": 0.05882352963089943,
"m": 0.31741568446159363
},
{
"p": 0.05882352963089943,
"m": 0.31741568446159363
},
{
"p": 0.05882352963089943,
"m": 0.31741568446159363
},
{
"p": 0.05882352963089943,
"m": 0.31741568446159363
},
{
"p": 0.05882352963089943,
"m": 0.31741568446159363
},
{
"p": 0.05882352963089943,
"m": 0.31741568446159363
},
{
"p": 0.05882352963089943,
"m": 0.31741568446159363
},
{
"p": 0.05882352963089943,
"m": 0.31741568446159363
}
]
},
{
"epoch": 47,
"train_loss": 0.623940646648407,
"val_loss": 0.9682021737098694,
"acc": 65.67,
"time": 87.08453212300037,
"param": [
{
"p": 0.05882352963089943,
"m": 0.2741207778453827
},
{
"p": 0.05882352963089943,
"m": 0.2741207778453827
},
{
"p": 0.05882352963089943,
"m": 0.2741207778453827
},
{
"p": 0.05882352963089943,
"m": 0.2741207778453827
},
{
"p": 0.05882352963089943,
"m": 0.2741207778453827
},
{
"p": 0.05882352963089943,
"m": 0.2741207778453827
},
{
"p": 0.05882352963089943,
"m": 0.2741207778453827
},
{
"p": 0.05882352963089943,
"m": 0.2741207778453827
},
{
"p": 0.05882352963089943,
"m": 0.2741207778453827
},
{
"p": 0.05882352963089943,
"m": 0.2741207778453827
},
{
"p": 0.05882352963089943,
"m": 0.2741207778453827
},
{
"p": 0.05882352963089943,
"m": 0.2741207778453827
},
{
"p": 0.05882352963089943,
"m": 0.2741207778453827
},
{
"p": 0.05882352963089943,
"m": 0.2741207778453827
},
{
"p": 0.05882352963089943,
"m": 0.2741207778453827
},
{
"p": 0.05882352963089943,
"m": 0.2741207778453827
},
{
"p": 0.05882352963089943,
"m": 0.2741207778453827
}
]
},
{
"epoch": 48,
"train_loss": 0.44323161244392395,
"val_loss": 1.182944416999817,
"acc": 66.67,
"time": 86.91755377399932,
"param": [
{
"p": 0.05882352963089943,
"m": 0.23561322689056396
},
{
"p": 0.05882352963089943,
"m": 0.23561322689056396
},
{
"p": 0.05882352963089943,
"m": 0.23561322689056396
},
{
"p": 0.05882352963089943,
"m": 0.23561322689056396
},
{
"p": 0.05882352963089943,
"m": 0.23561322689056396
},
{
"p": 0.05882352963089943,
"m": 0.23561322689056396
},
{
"p": 0.05882352963089943,
"m": 0.23561322689056396
},
{
"p": 0.05882352963089943,
"m": 0.23561322689056396
},
{
"p": 0.05882352963089943,
"m": 0.23561322689056396
},
{
"p": 0.05882352963089943,
"m": 0.23561322689056396
},
{
"p": 0.05882352963089943,
"m": 0.23561322689056396
},
{
"p": 0.05882352963089943,
"m": 0.23561322689056396
},
{
"p": 0.05882352963089943,
"m": 0.23561322689056396
},
{
"p": 0.05882352963089943,
"m": 0.23561322689056396
},
{
"p": 0.05882352963089943,
"m": 0.23561322689056396
},
{
"p": 0.05882352963089943,
"m": 0.23561322689056396
},
{
"p": 0.05882352963089943,
"m": 0.23561322689056396
}
]
},
{
"epoch": 49,
"train_loss": 0.4905446469783783,
"val_loss": 0.8782339692115784,
"acc": 65.88,
"time": 88.37946911299969,
"param": [
{
"p": 0.05882352963089943,
"m": 0.18738530576229095
},
{
"p": 0.05882352963089943,
"m": 0.18738530576229095
},
{
"p": 0.05882352963089943,
"m": 0.18738530576229095
},
{
"p": 0.05882352963089943,
"m": 0.18738530576229095
},
{
"p": 0.05882352963089943,
"m": 0.18738530576229095
},
{
"p": 0.05882352963089943,
"m": 0.18738530576229095
},
{
"p": 0.05882352963089943,
"m": 0.18738530576229095
},
{
"p": 0.05882352963089943,
"m": 0.18738530576229095
},
{
"p": 0.05882352963089943,
"m": 0.18738530576229095
},
{
"p": 0.05882352963089943,
"m": 0.18738530576229095
},
{
"p": 0.05882352963089943,
"m": 0.18738530576229095
},
{
"p": 0.05882352963089943,
"m": 0.18738530576229095
},
{
"p": 0.05882352963089943,
"m": 0.18738530576229095
},
{
"p": 0.05882352963089943,
"m": 0.18738530576229095
},
{
"p": 0.05882352963089943,
"m": 0.18738530576229095
},
{
"p": 0.05882352963089943,
"m": 0.18738530576229095
},
{
"p": 0.05882352963089943,
"m": 0.18738530576229095
}
]
},
{
"epoch": 50,
"train_loss": 0.275927871465683,
"val_loss": 1.2186274528503418,
"acc": 66.01,
"time": 86.67292427099983,
"param": [
{
"p": 0.05882352963089943,
"m": 0.11312554031610489
},
{
"p": 0.05882352963089943,
"m": 0.11312554031610489
},
{
"p": 0.05882352963089943,
"m": 0.11312554031610489
},
{
"p": 0.05882352963089943,
"m": 0.11312554031610489
},
{
"p": 0.05882352963089943,
"m": 0.11312554031610489
},
{
"p": 0.05882352963089943,
"m": 0.11312554031610489
},
{
"p": 0.05882352963089943,
"m": 0.11312554031610489
},
{
"p": 0.05882352963089943,
"m": 0.11312554031610489
},
{
"p": 0.05882352963089943,
"m": 0.11312554031610489
},
{
"p": 0.05882352963089943,
"m": 0.11312554031610489
},
{
"p": 0.05882352963089943,
"m": 0.11312554031610489
},
{
"p": 0.05882352963089943,
"m": 0.11312554031610489
},
{
"p": 0.05882352963089943,
"m": 0.11312554031610489
},
{
"p": 0.05882352963089943,
"m": 0.11312554031610489
},
{
"p": 0.05882352963089943,
"m": 0.11312554031610489
},
{
"p": 0.05882352963089943,
"m": 0.11312554031610489
},
{
"p": 0.05882352963089943,
"m": 0.11312554031610489
}
]
},
{
"epoch": 51,
"train_loss": 0.29372304677963257,
"val_loss": 1.0698399543762207,
"acc": 66.07,
"time": 87.98093613299989,
"param": [
{
"p": 0.05882352963089943,
"m": 0.08281000703573227
},
{
"p": 0.05882352963089943,
"m": 0.08281000703573227
},
{
"p": 0.05882352963089943,
"m": 0.08281000703573227
},
{
"p": 0.05882352963089943,
"m": 0.08281000703573227
},
{
"p": 0.05882352963089943,
"m": 0.08281000703573227
},
{
"p": 0.05882352963089943,
"m": 0.08281000703573227
},
{
"p": 0.05882352963089943,
"m": 0.08281000703573227
},
{
"p": 0.05882352963089943,
"m": 0.08281000703573227
},
{
"p": 0.05882352963089943,
"m": 0.08281000703573227
},
{
"p": 0.05882352963089943,
"m": 0.08281000703573227
},
{
"p": 0.05882352963089943,
"m": 0.08281000703573227
},
{
"p": 0.05882352963089943,
"m": 0.08281000703573227
},
{
"p": 0.05882352963089943,
"m": 0.08281000703573227
},
{
"p": 0.05882352963089943,
"m": 0.08281000703573227
},
{
"p": 0.05882352963089943,
"m": 0.08281000703573227
},
{
"p": 0.05882352963089943,
"m": 0.08281000703573227
},
{
"p": 0.05882352963089943,
"m": 0.08281000703573227
}
]
},
{
"epoch": 52,
"train_loss": 0.6105612516403198,
"val_loss": 1.1891223192214966,
"acc": 64.94,
"time": 88.35460282199983,
"param": [
{
"p": 0.05882352963089943,
"m": 0.03567207604646683
},
{
"p": 0.05882352963089943,
"m": 0.03567207604646683
},
{
"p": 0.05882352963089943,
"m": 0.03567207604646683
},
{
"p": 0.05882352963089943,
"m": 0.03567207604646683
},
{
"p": 0.05882352963089943,
"m": 0.03567207604646683
},
{
"p": 0.05882352963089943,
"m": 0.03567207604646683
},
{
"p": 0.05882352963089943,
"m": 0.03567207604646683
},
{
"p": 0.05882352963089943,
"m": 0.03567207604646683
},
{
"p": 0.05882352963089943,
"m": 0.03567207604646683
},
{
"p": 0.05882352963089943,
"m": 0.03567207604646683
},
{
"p": 0.05882352963089943,
"m": 0.03567207604646683
},
{
"p": 0.05882352963089943,
"m": 0.03567207604646683
},
{
"p": 0.05882352963089943,
"m": 0.03567207604646683
},
{
"p": 0.05882352963089943,
"m": 0.03567207604646683
},
{
"p": 0.05882352963089943,
"m": 0.03567207604646683
},
{
"p": 0.05882352963089943,
"m": 0.03567207604646683
},
{
"p": 0.05882352963089943,
"m": 0.03567207604646683
}
]
},
{
"epoch": 53,
"train_loss": 0.3684060573577881,
"val_loss": 1.3877266645431519,
"acc": 65.52,
"time": 85.08372958200016,
"param": [
{
"p": 0.05882352963089943,
"m": 0.002202823990955949
},
{
"p": 0.05882352963089943,
"m": 0.002202823990955949
},
{
"p": 0.05882352963089943,
"m": 0.002202823990955949
},
{
"p": 0.05882352963089943,
"m": 0.002202823990955949
},
{
"p": 0.05882352963089943,
"m": 0.002202823990955949
},
{
"p": 0.05882352963089943,
"m": 0.002202823990955949
},
{
"p": 0.05882352963089943,
"m": 0.002202823990955949
},
{
"p": 0.05882352963089943,
"m": 0.002202823990955949
},
{
"p": 0.05882352963089943,
"m": 0.002202823990955949
},
{
"p": 0.05882352963089943,
"m": 0.002202823990955949
},
{
"p": 0.05882352963089943,
"m": 0.002202823990955949
},
{
"p": 0.05882352963089943,
"m": 0.002202823990955949
},
{
"p": 0.05882352963089943,
"m": 0.002202823990955949
},
{
"p": 0.05882352963089943,
"m": 0.002202823990955949
},
{
"p": 0.05882352963089943,
"m": 0.002202823990955949
},
{
"p": 0.05882352963089943,
"m": 0.002202823990955949
},
{
"p": 0.05882352963089943,
"m": 0.002202823990955949
}
]
},
{
"epoch": 54,
"train_loss": 0.35384872555732727,
"val_loss": 1.1925692558288574,
"acc": 65.83,
"time": 87.02245612299976,
"param": [
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
}
]
},
{
"epoch": 55,
"train_loss": 0.24539218842983246,
"val_loss": 1.1881599426269531,
"acc": 65.78,
"time": 89.60305286699986,
"param": [
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
}
]
},
{
"epoch": 56,
"train_loss": 0.340605765581131,
"val_loss": 1.281049370765686,
"acc": 65.43,
"time": 84.80812871799935,
"param": [
{
"p": 0.05882352963089943,
"m": 0.00840953178703785
},
{
"p": 0.05882352963089943,
"m": 0.00840953178703785
},
{
"p": 0.05882352963089943,
"m": 0.00840953178703785
},
{
"p": 0.05882352963089943,
"m": 0.00840953178703785
},
{
"p": 0.05882352963089943,
"m": 0.00840953178703785
},
{
"p": 0.05882352963089943,
"m": 0.00840953178703785
},
{
"p": 0.05882352963089943,
"m": 0.00840953178703785
},
{
"p": 0.05882352963089943,
"m": 0.00840953178703785
},
{
"p": 0.05882352963089943,
"m": 0.00840953178703785
},
{
"p": 0.05882352963089943,
"m": 0.00840953178703785
},
{
"p": 0.05882352963089943,
"m": 0.00840953178703785
},
{
"p": 0.05882352963089943,
"m": 0.00840953178703785
},
{
"p": 0.05882352963089943,
"m": 0.00840953178703785
},
{
"p": 0.05882352963089943,
"m": 0.00840953178703785
},
{
"p": 0.05882352963089943,
"m": 0.00840953178703785
},
{
"p": 0.05882352963089943,
"m": 0.00840953178703785
},
{
"p": 0.05882352963089943,
"m": 0.00840953178703785
}
]
},
{
"epoch": 57,
"train_loss": 0.31998294591903687,
"val_loss": 1.568716049194336,
"acc": 66.06,
"time": 86.9959772379998,
"param": [
{
"p": 0.05882352963089943,
"m": 0.04878172650933266
},
{
"p": 0.05882352963089943,
"m": 0.04878172650933266
},
{
"p": 0.05882352963089943,
"m": 0.04878172650933266
},
{
"p": 0.05882352963089943,
"m": 0.04878172650933266
},
{
"p": 0.05882352963089943,
"m": 0.04878172650933266
},
{
"p": 0.05882352963089943,
"m": 0.04878172650933266
},
{
"p": 0.05882352963089943,
"m": 0.04878172650933266
},
{
"p": 0.05882352963089943,
"m": 0.04878172650933266
},
{
"p": 0.05882352963089943,
"m": 0.04878172650933266
},
{
"p": 0.05882352963089943,
"m": 0.04878172650933266
},
{
"p": 0.05882352963089943,
"m": 0.04878172650933266
},
{
"p": 0.05882352963089943,
"m": 0.04878172650933266
},
{
"p": 0.05882352963089943,
"m": 0.04878172650933266
},
{
"p": 0.05882352963089943,
"m": 0.04878172650933266
},
{
"p": 0.05882352963089943,
"m": 0.04878172650933266
},
{
"p": 0.05882352963089943,
"m": 0.04878172650933266
},
{
"p": 0.05882352963089943,
"m": 0.04878172650933266
}
]
},
{
"epoch": 58,
"train_loss": 0.37201130390167236,
"val_loss": 1.0886685848236084,
"acc": 64.44,
"time": 85.81613001400001,
"param": [
{
"p": 0.05882352963089943,
"m": 0.05219729617238045
},
{
"p": 0.05882352963089943,
"m": 0.05219729617238045
},
{
"p": 0.05882352963089943,
"m": 0.05219729617238045
},
{
"p": 0.05882352963089943,
"m": 0.05219729617238045
},
{
"p": 0.05882352963089943,
"m": 0.05219729617238045
},
{
"p": 0.05882352963089943,
"m": 0.05219729617238045
},
{
"p": 0.05882352963089943,
"m": 0.05219729617238045
},
{
"p": 0.05882352963089943,
"m": 0.05219729617238045
},
{
"p": 0.05882352963089943,
"m": 0.05219729617238045
},
{
"p": 0.05882352963089943,
"m": 0.05219729617238045
},
{
"p": 0.05882352963089943,
"m": 0.05219729617238045
},
{
"p": 0.05882352963089943,
"m": 0.05219729617238045
},
{
"p": 0.05882352963089943,
"m": 0.05219729617238045
},
{
"p": 0.05882352963089943,
"m": 0.05219729617238045
},
{
"p": 0.05882352963089943,
"m": 0.05219729617238045
},
{
"p": 0.05882352963089943,
"m": 0.05219729617238045
},
{
"p": 0.05882352963089943,
"m": 0.05219729617238045
}
]
},
{
"epoch": 59,
"train_loss": 0.2143034189939499,
"val_loss": 1.1174705028533936,
"acc": 66.07,
"time": 86.51539371299987,
"param": [
{
"p": 0.05882352963089943,
"m": 0.038534343242645264
},
{
"p": 0.05882352963089943,
"m": 0.038534343242645264
},
{
"p": 0.05882352963089943,
"m": 0.038534343242645264
},
{
"p": 0.05882352963089943,
"m": 0.038534343242645264
},
{
"p": 0.05882352963089943,
"m": 0.038534343242645264
},
{
"p": 0.05882352963089943,
"m": 0.038534343242645264
},
{
"p": 0.05882352963089943,
"m": 0.038534343242645264
},
{
"p": 0.05882352963089943,
"m": 0.038534343242645264
},
{
"p": 0.05882352963089943,
"m": 0.038534343242645264
},
{
"p": 0.05882352963089943,
"m": 0.038534343242645264
},
{
"p": 0.05882352963089943,
"m": 0.038534343242645264
},
{
"p": 0.05882352963089943,
"m": 0.038534343242645264
},
{
"p": 0.05882352963089943,
"m": 0.038534343242645264
},
{
"p": 0.05882352963089943,
"m": 0.038534343242645264
},
{
"p": 0.05882352963089943,
"m": 0.038534343242645264
},
{
"p": 0.05882352963089943,
"m": 0.038534343242645264
},
{
"p": 0.05882352963089943,
"m": 0.038534343242645264
}
]
},
{
"epoch": 60,
"train_loss": 0.2237205058336258,
"val_loss": 1.3212857246398926,
"acc": 65.05,
"time": 85.92404722400079,
"param": [
{
"p": 0.05882352963089943,
"m": 0.055092792958021164
},
{
"p": 0.05882352963089943,
"m": 0.055092792958021164
},
{
"p": 0.05882352963089943,
"m": 0.055092792958021164
},
{
"p": 0.05882352963089943,
"m": 0.055092792958021164
},
{
"p": 0.05882352963089943,
"m": 0.055092792958021164
},
{
"p": 0.05882352963089943,
"m": 0.055092792958021164
},
{
"p": 0.05882352963089943,
"m": 0.055092792958021164
},
{
"p": 0.05882352963089943,
"m": 0.055092792958021164
},
{
"p": 0.05882352963089943,
"m": 0.055092792958021164
},
{
"p": 0.05882352963089943,
"m": 0.055092792958021164
},
{
"p": 0.05882352963089943,
"m": 0.055092792958021164
},
{
"p": 0.05882352963089943,
"m": 0.055092792958021164
},
{
"p": 0.05882352963089943,
"m": 0.055092792958021164
},
{
"p": 0.05882352963089943,
"m": 0.055092792958021164
},
{
"p": 0.05882352963089943,
"m": 0.055092792958021164
},
{
"p": 0.05882352963089943,
"m": 0.055092792958021164
},
{
"p": 0.05882352963089943,
"m": 0.055092792958021164
}
]
},
{
"epoch": 61,
"train_loss": 0.4350825548171997,
"val_loss": 1.1739259958267212,
"acc": 66.13,
"time": 84.68728025499968,
"param": [
{
"p": 0.05882352963089943,
"m": 0.09971357136964798
},
{
"p": 0.05882352963089943,
"m": 0.09971357136964798
},
{
"p": 0.05882352963089943,
"m": 0.09971357136964798
},
{
"p": 0.05882352963089943,
"m": 0.09971357136964798
},
{
"p": 0.05882352963089943,
"m": 0.09971357136964798
},
{
"p": 0.05882352963089943,
"m": 0.09971357136964798
},
{
"p": 0.05882352963089943,
"m": 0.09971357136964798
},
{
"p": 0.05882352963089943,
"m": 0.09971357136964798
},
{
"p": 0.05882352963089943,
"m": 0.09971357136964798
},
{
"p": 0.05882352963089943,
"m": 0.09971357136964798
},
{
"p": 0.05882352963089943,
"m": 0.09971357136964798
},
{
"p": 0.05882352963089943,
"m": 0.09971357136964798
},
{
"p": 0.05882352963089943,
"m": 0.09971357136964798
},
{
"p": 0.05882352963089943,
"m": 0.09971357136964798
},
{
"p": 0.05882352963089943,
"m": 0.09971357136964798
},
{
"p": 0.05882352963089943,
"m": 0.09971357136964798
},
{
"p": 0.05882352963089943,
"m": 0.09971357136964798
}
]
},
{
"epoch": 62,
"train_loss": 0.22843371331691742,
"val_loss": 1.288112759590149,
"acc": 65.48,
"time": 86.51058185399961,
"param": [
{
"p": 0.05882352963089943,
"m": 0.11003252118825912
},
{
"p": 0.05882352963089943,
"m": 0.11003252118825912
},
{
"p": 0.05882352963089943,
"m": 0.11003252118825912
},
{
"p": 0.05882352963089943,
"m": 0.11003252118825912
},
{
"p": 0.05882352963089943,
"m": 0.11003252118825912
},
{
"p": 0.05882352963089943,
"m": 0.11003252118825912
},
{
"p": 0.05882352963089943,
"m": 0.11003252118825912
},
{
"p": 0.05882352963089943,
"m": 0.11003252118825912
},
{
"p": 0.05882352963089943,
"m": 0.11003252118825912
},
{
"p": 0.05882352963089943,
"m": 0.11003252118825912
},
{
"p": 0.05882352963089943,
"m": 0.11003252118825912
},
{
"p": 0.05882352963089943,
"m": 0.11003252118825912
},
{
"p": 0.05882352963089943,
"m": 0.11003252118825912
},
{
"p": 0.05882352963089943,
"m": 0.11003252118825912
},
{
"p": 0.05882352963089943,
"m": 0.11003252118825912
},
{
"p": 0.05882352963089943,
"m": 0.11003252118825912
},
{
"p": 0.05882352963089943,
"m": 0.11003252118825912
}
]
},
{
"epoch": 63,
"train_loss": 0.22128279507160187,
"val_loss": 1.2948445081710815,
"acc": 65.35,
"time": 92.27374911199968,
"param": [
{
"p": 0.05882352963089943,
"m": 0.05914304032921791
},
{
"p": 0.05882352963089943,
"m": 0.05914304032921791
},
{
"p": 0.05882352963089943,
"m": 0.05914304032921791
},
{
"p": 0.05882352963089943,
"m": 0.05914304032921791
},
{
"p": 0.05882352963089943,
"m": 0.05914304032921791
},
{
"p": 0.05882352963089943,
"m": 0.05914304032921791
},
{
"p": 0.05882352963089943,
"m": 0.05914304032921791
},
{
"p": 0.05882352963089943,
"m": 0.05914304032921791
},
{
"p": 0.05882352963089943,
"m": 0.05914304032921791
},
{
"p": 0.05882352963089943,
"m": 0.05914304032921791
},
{
"p": 0.05882352963089943,
"m": 0.05914304032921791
},
{
"p": 0.05882352963089943,
"m": 0.05914304032921791
},
{
"p": 0.05882352963089943,
"m": 0.05914304032921791
},
{
"p": 0.05882352963089943,
"m": 0.05914304032921791
},
{
"p": 0.05882352963089943,
"m": 0.05914304032921791
},
{
"p": 0.05882352963089943,
"m": 0.05914304032921791
},
{
"p": 0.05882352963089943,
"m": 0.05914304032921791
}
]
},
{
"epoch": 64,
"train_loss": 0.21102198958396912,
"val_loss": 1.4583280086517334,
"acc": 65.44,
"time": 85.17159811799957,
"param": [
{
"p": 0.05882352963089943,
"m": 0.027165381237864494
},
{
"p": 0.05882352963089943,
"m": 0.027165381237864494
},
{
"p": 0.05882352963089943,
"m": 0.027165381237864494
},
{
"p": 0.05882352963089943,
"m": 0.027165381237864494
},
{
"p": 0.05882352963089943,
"m": 0.027165381237864494
},
{
"p": 0.05882352963089943,
"m": 0.027165381237864494
},
{
"p": 0.05882352963089943,
"m": 0.027165381237864494
},
{
"p": 0.05882352963089943,
"m": 0.027165381237864494
},
{
"p": 0.05882352963089943,
"m": 0.027165381237864494
},
{
"p": 0.05882352963089943,
"m": 0.027165381237864494
},
{
"p": 0.05882352963089943,
"m": 0.027165381237864494
},
{
"p": 0.05882352963089943,
"m": 0.027165381237864494
},
{
"p": 0.05882352963089943,
"m": 0.027165381237864494
},
{
"p": 0.05882352963089943,
"m": 0.027165381237864494
},
{
"p": 0.05882352963089943,
"m": 0.027165381237864494
},
{
"p": 0.05882352963089943,
"m": 0.027165381237864494
},
{
"p": 0.05882352963089943,
"m": 0.027165381237864494
}
]
},
{
"epoch": 65,
"train_loss": 0.2643786668777466,
"val_loss": 1.3475992679595947,
"acc": 65.66,
"time": 85.33673290800016,
"param": [
{
"p": 0.05882352963089943,
"m": 0.0071192290633916855
},
{
"p": 0.05882352963089943,
"m": 0.0071192290633916855
},
{
"p": 0.05882352963089943,
"m": 0.0071192290633916855
},
{
"p": 0.05882352963089943,
"m": 0.0071192290633916855
},
{
"p": 0.05882352963089943,
"m": 0.0071192290633916855
},
{
"p": 0.05882352963089943,
"m": 0.0071192290633916855
},
{
"p": 0.05882352963089943,
"m": 0.0071192290633916855
},
{
"p": 0.05882352963089943,
"m": 0.0071192290633916855
},
{
"p": 0.05882352963089943,
"m": 0.0071192290633916855
},
{
"p": 0.05882352963089943,
"m": 0.0071192290633916855
},
{
"p": 0.05882352963089943,
"m": 0.0071192290633916855
},
{
"p": 0.05882352963089943,
"m": 0.0071192290633916855
},
{
"p": 0.05882352963089943,
"m": 0.0071192290633916855
},
{
"p": 0.05882352963089943,
"m": 0.0071192290633916855
},
{
"p": 0.05882352963089943,
"m": 0.0071192290633916855
},
{
"p": 0.05882352963089943,
"m": 0.0071192290633916855
},
{
"p": 0.05882352963089943,
"m": 0.0071192290633916855
}
]
},
{
"epoch": 66,
"train_loss": 0.24215282499790192,
"val_loss": 1.2999061346054077,
"acc": 63.7,
"time": 86.18878340399988,
"param": [
{
"p": 0.05882352963089943,
"m": 0.0049346801824867725
},
{
"p": 0.05882352963089943,
"m": 0.0049346801824867725
},
{
"p": 0.05882352963089943,
"m": 0.0049346801824867725
},
{
"p": 0.05882352963089943,
"m": 0.0049346801824867725
},
{
"p": 0.05882352963089943,
"m": 0.0049346801824867725
},
{
"p": 0.05882352963089943,
"m": 0.0049346801824867725
},
{
"p": 0.05882352963089943,
"m": 0.0049346801824867725
},
{
"p": 0.05882352963089943,
"m": 0.0049346801824867725
},
{
"p": 0.05882352963089943,
"m": 0.0049346801824867725
},
{
"p": 0.05882352963089943,
"m": 0.0049346801824867725
},
{
"p": 0.05882352963089943,
"m": 0.0049346801824867725
},
{
"p": 0.05882352963089943,
"m": 0.0049346801824867725
},
{
"p": 0.05882352963089943,
"m": 0.0049346801824867725
},
{
"p": 0.05882352963089943,
"m": 0.0049346801824867725
},
{
"p": 0.05882352963089943,
"m": 0.0049346801824867725
},
{
"p": 0.05882352963089943,
"m": 0.0049346801824867725
},
{
"p": 0.05882352963089943,
"m": 0.0049346801824867725
}
]
},
{
"epoch": 67,
"train_loss": 0.2254510074853897,
"val_loss": 1.31908118724823,
"acc": 65.22,
"time": 88.50998875900041,
"param": [
{
"p": 0.05882352963089943,
"m": 0.0324455201625824
},
{
"p": 0.05882352963089943,
"m": 0.0324455201625824
},
{
"p": 0.05882352963089943,
"m": 0.0324455201625824
},
{
"p": 0.05882352963089943,
"m": 0.0324455201625824
},
{
"p": 0.05882352963089943,
"m": 0.0324455201625824
},
{
"p": 0.05882352963089943,
"m": 0.0324455201625824
},
{
"p": 0.05882352963089943,
"m": 0.0324455201625824
},
{
"p": 0.05882352963089943,
"m": 0.0324455201625824
},
{
"p": 0.05882352963089943,
"m": 0.0324455201625824
},
{
"p": 0.05882352963089943,
"m": 0.0324455201625824
},
{
"p": 0.05882352963089943,
"m": 0.0324455201625824
},
{
"p": 0.05882352963089943,
"m": 0.0324455201625824
},
{
"p": 0.05882352963089943,
"m": 0.0324455201625824
},
{
"p": 0.05882352963089943,
"m": 0.0324455201625824
},
{
"p": 0.05882352963089943,
"m": 0.0324455201625824
},
{
"p": 0.05882352963089943,
"m": 0.0324455201625824
},
{
"p": 0.05882352963089943,
"m": 0.0324455201625824
}
]
},
{
"epoch": 68,
"train_loss": 0.1101214736700058,
"val_loss": 1.188079595565796,
"acc": 66.5,
"time": 85.86892245699983,
"param": [
{
"p": 0.05882352963089943,
"m": 0.05148082226514816
},
{
"p": 0.05882352963089943,
"m": 0.05148082226514816
},
{
"p": 0.05882352963089943,
"m": 0.05148082226514816
},
{
"p": 0.05882352963089943,
"m": 0.05148082226514816
},
{
"p": 0.05882352963089943,
"m": 0.05148082226514816
},
{
"p": 0.05882352963089943,
"m": 0.05148082226514816
},
{
"p": 0.05882352963089943,
"m": 0.05148082226514816
},
{
"p": 0.05882352963089943,
"m": 0.05148082226514816
},
{
"p": 0.05882352963089943,
"m": 0.05148082226514816
},
{
"p": 0.05882352963089943,
"m": 0.05148082226514816
},
{
"p": 0.05882352963089943,
"m": 0.05148082226514816
},
{
"p": 0.05882352963089943,
"m": 0.05148082226514816
},
{
"p": 0.05882352963089943,
"m": 0.05148082226514816
},
{
"p": 0.05882352963089943,
"m": 0.05148082226514816
},
{
"p": 0.05882352963089943,
"m": 0.05148082226514816
},
{
"p": 0.05882352963089943,
"m": 0.05148082226514816
},
{
"p": 0.05882352963089943,
"m": 0.05148082226514816
}
]
},
{
"epoch": 69,
"train_loss": 0.3314852714538574,
"val_loss": 1.4052871465682983,
"acc": 65.29,
"time": 86.86507746799998,
"param": [
{
"p": 0.05882352963089943,
"m": 0.106204092502594
},
{
"p": 0.05882352963089943,
"m": 0.106204092502594
},
{
"p": 0.05882352963089943,
"m": 0.106204092502594
},
{
"p": 0.05882352963089943,
"m": 0.106204092502594
},
{
"p": 0.05882352963089943,
"m": 0.106204092502594
},
{
"p": 0.05882352963089943,
"m": 0.106204092502594
},
{
"p": 0.05882352963089943,
"m": 0.106204092502594
},
{
"p": 0.05882352963089943,
"m": 0.106204092502594
},
{
"p": 0.05882352963089943,
"m": 0.106204092502594
},
{
"p": 0.05882352963089943,
"m": 0.106204092502594
},
{
"p": 0.05882352963089943,
"m": 0.106204092502594
},
{
"p": 0.05882352963089943,
"m": 0.106204092502594
},
{
"p": 0.05882352963089943,
"m": 0.106204092502594
},
{
"p": 0.05882352963089943,
"m": 0.106204092502594
},
{
"p": 0.05882352963089943,
"m": 0.106204092502594
},
{
"p": 0.05882352963089943,
"m": 0.106204092502594
},
{
"p": 0.05882352963089943,
"m": 0.106204092502594
}
]
},
{
"epoch": 70,
"train_loss": 0.2976611256599426,
"val_loss": 1.4038738012313843,
"acc": 65.24,
"time": 86.00681590099975,
"param": [
{
"p": 0.05882352963089943,
"m": 0.15192443132400513
},
{
"p": 0.05882352963089943,
"m": 0.15192443132400513
},
{
"p": 0.05882352963089943,
"m": 0.15192443132400513
},
{
"p": 0.05882352963089943,
"m": 0.15192443132400513
},
{
"p": 0.05882352963089943,
"m": 0.15192443132400513
},
{
"p": 0.05882352963089943,
"m": 0.15192443132400513
},
{
"p": 0.05882352963089943,
"m": 0.15192443132400513
},
{
"p": 0.05882352963089943,
"m": 0.15192443132400513
},
{
"p": 0.05882352963089943,
"m": 0.15192443132400513
},
{
"p": 0.05882352963089943,
"m": 0.15192443132400513
},
{
"p": 0.05882352963089943,
"m": 0.15192443132400513
},
{
"p": 0.05882352963089943,
"m": 0.15192443132400513
},
{
"p": 0.05882352963089943,
"m": 0.15192443132400513
},
{
"p": 0.05882352963089943,
"m": 0.15192443132400513
},
{
"p": 0.05882352963089943,
"m": 0.15192443132400513
},
{
"p": 0.05882352963089943,
"m": 0.15192443132400513
},
{
"p": 0.05882352963089943,
"m": 0.15192443132400513
}
]
},
{
"epoch": 71,
"train_loss": 0.32504668831825256,
"val_loss": 1.1802237033843994,
"acc": 66.15,
"time": 88.59825744099999,
"param": [
{
"p": 0.05882352963089943,
"m": 0.11060905456542969
},
{
"p": 0.05882352963089943,
"m": 0.11060905456542969
},
{
"p": 0.05882352963089943,
"m": 0.11060905456542969
},
{
"p": 0.05882352963089943,
"m": 0.11060905456542969
},
{
"p": 0.05882352963089943,
"m": 0.11060905456542969
},
{
"p": 0.05882352963089943,
"m": 0.11060905456542969
},
{
"p": 0.05882352963089943,
"m": 0.11060905456542969
},
{
"p": 0.05882352963089943,
"m": 0.11060905456542969
},
{
"p": 0.05882352963089943,
"m": 0.11060905456542969
},
{
"p": 0.05882352963089943,
"m": 0.11060905456542969
},
{
"p": 0.05882352963089943,
"m": 0.11060905456542969
},
{
"p": 0.05882352963089943,
"m": 0.11060905456542969
},
{
"p": 0.05882352963089943,
"m": 0.11060905456542969
},
{
"p": 0.05882352963089943,
"m": 0.11060905456542969
},
{
"p": 0.05882352963089943,
"m": 0.11060905456542969
},
{
"p": 0.05882352963089943,
"m": 0.11060905456542969
},
{
"p": 0.05882352963089943,
"m": 0.11060905456542969
}
]
},
{
"epoch": 72,
"train_loss": 0.21231089532375336,
"val_loss": 1.4381691217422485,
"acc": 65.04,
"time": 86.08276425500026,
"param": [
{
"p": 0.05882352963089943,
"m": 0.12700344622135162
},
{
"p": 0.05882352963089943,
"m": 0.12700344622135162
},
{
"p": 0.05882352963089943,
"m": 0.12700344622135162
},
{
"p": 0.05882352963089943,
"m": 0.12700344622135162
},
{
"p": 0.05882352963089943,
"m": 0.12700344622135162
},
{
"p": 0.05882352963089943,
"m": 0.12700344622135162
},
{
"p": 0.05882352963089943,
"m": 0.12700344622135162
},
{
"p": 0.05882352963089943,
"m": 0.12700344622135162
},
{
"p": 0.05882352963089943,
"m": 0.12700344622135162
},
{
"p": 0.05882352963089943,
"m": 0.12700344622135162
},
{
"p": 0.05882352963089943,
"m": 0.12700344622135162
},
{
"p": 0.05882352963089943,
"m": 0.12700344622135162
},
{
"p": 0.05882352963089943,
"m": 0.12700344622135162
},
{
"p": 0.05882352963089943,
"m": 0.12700344622135162
},
{
"p": 0.05882352963089943,
"m": 0.12700344622135162
},
{
"p": 0.05882352963089943,
"m": 0.12700344622135162
},
{
"p": 0.05882352963089943,
"m": 0.12700344622135162
}
]
},
{
"epoch": 73,
"train_loss": 0.1707904189825058,
"val_loss": 1.2048089504241943,
"acc": 64.01,
"time": 90.27527285800079,
"param": [
{
"p": 0.05882352963089943,
"m": 0.1521398425102234
},
{
"p": 0.05882352963089943,
"m": 0.1521398425102234
},
{
"p": 0.05882352963089943,
"m": 0.1521398425102234
},
{
"p": 0.05882352963089943,
"m": 0.1521398425102234
},
{
"p": 0.05882352963089943,
"m": 0.1521398425102234
},
{
"p": 0.05882352963089943,
"m": 0.1521398425102234
},
{
"p": 0.05882352963089943,
"m": 0.1521398425102234
},
{
"p": 0.05882352963089943,
"m": 0.1521398425102234
},
{
"p": 0.05882352963089943,
"m": 0.1521398425102234
},
{
"p": 0.05882352963089943,
"m": 0.1521398425102234
},
{
"p": 0.05882352963089943,
"m": 0.1521398425102234
},
{
"p": 0.05882352963089943,
"m": 0.1521398425102234
},
{
"p": 0.05882352963089943,
"m": 0.1521398425102234
},
{
"p": 0.05882352963089943,
"m": 0.1521398425102234
},
{
"p": 0.05882352963089943,
"m": 0.1521398425102234
},
{
"p": 0.05882352963089943,
"m": 0.1521398425102234
},
{
"p": 0.05882352963089943,
"m": 0.1521398425102234
}
]
},
{
"epoch": 74,
"train_loss": 0.2059859186410904,
"val_loss": 1.4025310277938843,
"acc": 66.5,
"time": 87.75829378299932,
"param": [
{
"p": 0.05882352963089943,
"m": 0.17677277326583862
},
{
"p": 0.05882352963089943,
"m": 0.17677277326583862
},
{
"p": 0.05882352963089943,
"m": 0.17677277326583862
},
{
"p": 0.05882352963089943,
"m": 0.17677277326583862
},
{
"p": 0.05882352963089943,
"m": 0.17677277326583862
},
{
"p": 0.05882352963089943,
"m": 0.17677277326583862
},
{
"p": 0.05882352963089943,
"m": 0.17677277326583862
},
{
"p": 0.05882352963089943,
"m": 0.17677277326583862
},
{
"p": 0.05882352963089943,
"m": 0.17677277326583862
},
{
"p": 0.05882352963089943,
"m": 0.17677277326583862
},
{
"p": 0.05882352963089943,
"m": 0.17677277326583862
},
{
"p": 0.05882352963089943,
"m": 0.17677277326583862
},
{
"p": 0.05882352963089943,
"m": 0.17677277326583862
},
{
"p": 0.05882352963089943,
"m": 0.17677277326583862
},
{
"p": 0.05882352963089943,
"m": 0.17677277326583862
},
{
"p": 0.05882352963089943,
"m": 0.17677277326583862
},
{
"p": 0.05882352963089943,
"m": 0.17677277326583862
}
]
},
{
"epoch": 75,
"train_loss": 0.2600081264972687,
"val_loss": 1.3938453197479248,
"acc": 65.96,
"time": 86.4902686330006,
"param": [
{
"p": 0.05882352963089943,
"m": 0.1513877809047699
},
{
"p": 0.05882352963089943,
"m": 0.1513877809047699
},
{
"p": 0.05882352963089943,
"m": 0.1513877809047699
},
{
"p": 0.05882352963089943,
"m": 0.1513877809047699
},
{
"p": 0.05882352963089943,
"m": 0.1513877809047699
},
{
"p": 0.05882352963089943,
"m": 0.1513877809047699
},
{
"p": 0.05882352963089943,
"m": 0.1513877809047699
},
{
"p": 0.05882352963089943,
"m": 0.1513877809047699
},
{
"p": 0.05882352963089943,
"m": 0.1513877809047699
},
{
"p": 0.05882352963089943,
"m": 0.1513877809047699
},
{
"p": 0.05882352963089943,
"m": 0.1513877809047699
},
{
"p": 0.05882352963089943,
"m": 0.1513877809047699
},
{
"p": 0.05882352963089943,
"m": 0.1513877809047699
},
{
"p": 0.05882352963089943,
"m": 0.1513877809047699
},
{
"p": 0.05882352963089943,
"m": 0.1513877809047699
},
{
"p": 0.05882352963089943,
"m": 0.1513877809047699
},
{
"p": 0.05882352963089943,
"m": 0.1513877809047699
}
]
},
{
"epoch": 76,
"train_loss": 0.15969470143318176,
"val_loss": 1.5307186841964722,
"acc": 66.1,
"time": 86.46901285600052,
"param": [
{
"p": 0.05882352963089943,
"m": 0.12173789739608765
},
{
"p": 0.05882352963089943,
"m": 0.12173789739608765
},
{
"p": 0.05882352963089943,
"m": 0.12173789739608765
},
{
"p": 0.05882352963089943,
"m": 0.12173789739608765
},
{
"p": 0.05882352963089943,
"m": 0.12173789739608765
},
{
"p": 0.05882352963089943,
"m": 0.12173789739608765
},
{
"p": 0.05882352963089943,
"m": 0.12173789739608765
},
{
"p": 0.05882352963089943,
"m": 0.12173789739608765
},
{
"p": 0.05882352963089943,
"m": 0.12173789739608765
},
{
"p": 0.05882352963089943,
"m": 0.12173789739608765
},
{
"p": 0.05882352963089943,
"m": 0.12173789739608765
},
{
"p": 0.05882352963089943,
"m": 0.12173789739608765
},
{
"p": 0.05882352963089943,
"m": 0.12173789739608765
},
{
"p": 0.05882352963089943,
"m": 0.12173789739608765
},
{
"p": 0.05882352963089943,
"m": 0.12173789739608765
},
{
"p": 0.05882352963089943,
"m": 0.12173789739608765
},
{
"p": 0.05882352963089943,
"m": 0.12173789739608765
}
]
},
{
"epoch": 77,
"train_loss": 0.07726825773715973,
"val_loss": 1.381861925125122,
"acc": 65.0,
"time": 86.62453407499925,
"param": [
{
"p": 0.05882352963089943,
"m": 0.09878910332918167
},
{
"p": 0.05882352963089943,
"m": 0.09878910332918167
},
{
"p": 0.05882352963089943,
"m": 0.09878910332918167
},
{
"p": 0.05882352963089943,
"m": 0.09878910332918167
},
{
"p": 0.05882352963089943,
"m": 0.09878910332918167
},
{
"p": 0.05882352963089943,
"m": 0.09878910332918167
},
{
"p": 0.05882352963089943,
"m": 0.09878910332918167
},
{
"p": 0.05882352963089943,
"m": 0.09878910332918167
},
{
"p": 0.05882352963089943,
"m": 0.09878910332918167
},
{
"p": 0.05882352963089943,
"m": 0.09878910332918167
},
{
"p": 0.05882352963089943,
"m": 0.09878910332918167
},
{
"p": 0.05882352963089943,
"m": 0.09878910332918167
},
{
"p": 0.05882352963089943,
"m": 0.09878910332918167
},
{
"p": 0.05882352963089943,
"m": 0.09878910332918167
},
{
"p": 0.05882352963089943,
"m": 0.09878910332918167
},
{
"p": 0.05882352963089943,
"m": 0.09878910332918167
},
{
"p": 0.05882352963089943,
"m": 0.09878910332918167
}
]
},
{
"epoch": 78,
"train_loss": 0.4023607671260834,
"val_loss": 1.1774288415908813,
"acc": 65.76,
"time": 87.49272845299947,
"param": [
{
"p": 0.05882352963089943,
"m": 0.046823445707559586
},
{
"p": 0.05882352963089943,
"m": 0.046823445707559586
},
{
"p": 0.05882352963089943,
"m": 0.046823445707559586
},
{
"p": 0.05882352963089943,
"m": 0.046823445707559586
},
{
"p": 0.05882352963089943,
"m": 0.046823445707559586
},
{
"p": 0.05882352963089943,
"m": 0.046823445707559586
},
{
"p": 0.05882352963089943,
"m": 0.046823445707559586
},
{
"p": 0.05882352963089943,
"m": 0.046823445707559586
},
{
"p": 0.05882352963089943,
"m": 0.046823445707559586
},
{
"p": 0.05882352963089943,
"m": 0.046823445707559586
},
{
"p": 0.05882352963089943,
"m": 0.046823445707559586
},
{
"p": 0.05882352963089943,
"m": 0.046823445707559586
},
{
"p": 0.05882352963089943,
"m": 0.046823445707559586
},
{
"p": 0.05882352963089943,
"m": 0.046823445707559586
},
{
"p": 0.05882352963089943,
"m": 0.046823445707559586
},
{
"p": 0.05882352963089943,
"m": 0.046823445707559586
},
{
"p": 0.05882352963089943,
"m": 0.046823445707559586
}
]
},
{
"epoch": 79,
"train_loss": 0.14646263420581818,
"val_loss": 1.5181596279144287,
"acc": 65.43,
"time": 87.05567004599925,
"param": [
{
"p": 0.05882352963089943,
"m": 0.04358451068401337
},
{
"p": 0.05882352963089943,
"m": 0.04358451068401337
},
{
"p": 0.05882352963089943,
"m": 0.04358451068401337
},
{
"p": 0.05882352963089943,
"m": 0.04358451068401337
},
{
"p": 0.05882352963089943,
"m": 0.04358451068401337
},
{
"p": 0.05882352963089943,
"m": 0.04358451068401337
},
{
"p": 0.05882352963089943,
"m": 0.04358451068401337
},
{
"p": 0.05882352963089943,
"m": 0.04358451068401337
},
{
"p": 0.05882352963089943,
"m": 0.04358451068401337
},
{
"p": 0.05882352963089943,
"m": 0.04358451068401337
},
{
"p": 0.05882352963089943,
"m": 0.04358451068401337
},
{
"p": 0.05882352963089943,
"m": 0.04358451068401337
},
{
"p": 0.05882352963089943,
"m": 0.04358451068401337
},
{
"p": 0.05882352963089943,
"m": 0.04358451068401337
},
{
"p": 0.05882352963089943,
"m": 0.04358451068401337
},
{
"p": 0.05882352963089943,
"m": 0.04358451068401337
},
{
"p": 0.05882352963089943,
"m": 0.04358451068401337
}
]
},
{
"epoch": 80,
"train_loss": 0.17983894050121307,
"val_loss": 1.1919732093811035,
"acc": 66.13,
"time": 86.7388824970003,
"param": [
{
"p": 0.05882352963089943,
"m": 0.04682042449712753
},
{
"p": 0.05882352963089943,
"m": 0.04682042449712753
},
{
"p": 0.05882352963089943,
"m": 0.04682042449712753
},
{
"p": 0.05882352963089943,
"m": 0.04682042449712753
},
{
"p": 0.05882352963089943,
"m": 0.04682042449712753
},
{
"p": 0.05882352963089943,
"m": 0.04682042449712753
},
{
"p": 0.05882352963089943,
"m": 0.04682042449712753
},
{
"p": 0.05882352963089943,
"m": 0.04682042449712753
},
{
"p": 0.05882352963089943,
"m": 0.04682042449712753
},
{
"p": 0.05882352963089943,
"m": 0.04682042449712753
},
{
"p": 0.05882352963089943,
"m": 0.04682042449712753
},
{
"p": 0.05882352963089943,
"m": 0.04682042449712753
},
{
"p": 0.05882352963089943,
"m": 0.04682042449712753
},
{
"p": 0.05882352963089943,
"m": 0.04682042449712753
},
{
"p": 0.05882352963089943,
"m": 0.04682042449712753
},
{
"p": 0.05882352963089943,
"m": 0.04682042449712753
},
{
"p": 0.05882352963089943,
"m": 0.04682042449712753
}
]
},
{
"epoch": 81,
"train_loss": 0.30853256583213806,
"val_loss": 1.3564496040344238,
"acc": 66.37,
"time": 86.5977410860005,
"param": [
{
"p": 0.05882352963089943,
"m": 0.044801097363233566
},
{
"p": 0.05882352963089943,
"m": 0.044801097363233566
},
{
"p": 0.05882352963089943,
"m": 0.044801097363233566
},
{
"p": 0.05882352963089943,
"m": 0.044801097363233566
},
{
"p": 0.05882352963089943,
"m": 0.044801097363233566
},
{
"p": 0.05882352963089943,
"m": 0.044801097363233566
},
{
"p": 0.05882352963089943,
"m": 0.044801097363233566
},
{
"p": 0.05882352963089943,
"m": 0.044801097363233566
},
{
"p": 0.05882352963089943,
"m": 0.044801097363233566
},
{
"p": 0.05882352963089943,
"m": 0.044801097363233566
},
{
"p": 0.05882352963089943,
"m": 0.044801097363233566
},
{
"p": 0.05882352963089943,
"m": 0.044801097363233566
},
{
"p": 0.05882352963089943,
"m": 0.044801097363233566
},
{
"p": 0.05882352963089943,
"m": 0.044801097363233566
},
{
"p": 0.05882352963089943,
"m": 0.044801097363233566
},
{
"p": 0.05882352963089943,
"m": 0.044801097363233566
},
{
"p": 0.05882352963089943,
"m": 0.044801097363233566
}
]
},
{
"epoch": 82,
"train_loss": 0.10437073558568954,
"val_loss": 1.444934368133545,
"acc": 65.47,
"time": 84.44226318900019,
"param": [
{
"p": 0.05882352963089943,
"m": 0.0025793039239943027
},
{
"p": 0.05882352963089943,
"m": 0.0025793039239943027
},
{
"p": 0.05882352963089943,
"m": 0.0025793039239943027
},
{
"p": 0.05882352963089943,
"m": 0.0025793039239943027
},
{
"p": 0.05882352963089943,
"m": 0.0025793039239943027
},
{
"p": 0.05882352963089943,
"m": 0.0025793039239943027
},
{
"p": 0.05882352963089943,
"m": 0.0025793039239943027
},
{
"p": 0.05882352963089943,
"m": 0.0025793039239943027
},
{
"p": 0.05882352963089943,
"m": 0.0025793039239943027
},
{
"p": 0.05882352963089943,
"m": 0.0025793039239943027
},
{
"p": 0.05882352963089943,
"m": 0.0025793039239943027
},
{
"p": 0.05882352963089943,
"m": 0.0025793039239943027
},
{
"p": 0.05882352963089943,
"m": 0.0025793039239943027
},
{
"p": 0.05882352963089943,
"m": 0.0025793039239943027
},
{
"p": 0.05882352963089943,
"m": 0.0025793039239943027
},
{
"p": 0.05882352963089943,
"m": 0.0025793039239943027
},
{
"p": 0.05882352963089943,
"m": 0.0025793039239943027
}
]
},
{
"epoch": 83,
"train_loss": 0.24418501555919647,
"val_loss": 1.451596975326538,
"acc": 65.51,
"time": 83.79921434700009,
"param": [
{
"p": 0.05882352963089943,
"m": 0.0011273404816165566
},
{
"p": 0.05882352963089943,
"m": 0.0011273404816165566
},
{
"p": 0.05882352963089943,
"m": 0.0011273404816165566
},
{
"p": 0.05882352963089943,
"m": 0.0011273404816165566
},
{
"p": 0.05882352963089943,
"m": 0.0011273404816165566
},
{
"p": 0.05882352963089943,
"m": 0.0011273404816165566
},
{
"p": 0.05882352963089943,
"m": 0.0011273404816165566
},
{
"p": 0.05882352963089943,
"m": 0.0011273404816165566
},
{
"p": 0.05882352963089943,
"m": 0.0011273404816165566
},
{
"p": 0.05882352963089943,
"m": 0.0011273404816165566
},
{
"p": 0.05882352963089943,
"m": 0.0011273404816165566
},
{
"p": 0.05882352963089943,
"m": 0.0011273404816165566
},
{
"p": 0.05882352963089943,
"m": 0.0011273404816165566
},
{
"p": 0.05882352963089943,
"m": 0.0011273404816165566
},
{
"p": 0.05882352963089943,
"m": 0.0011273404816165566
},
{
"p": 0.05882352963089943,
"m": 0.0011273404816165566
},
{
"p": 0.05882352963089943,
"m": 0.0011273404816165566
}
]
},
{
"epoch": 84,
"train_loss": 0.2144889086484909,
"val_loss": 1.5005817413330078,
"acc": 65.74,
"time": 87.72506392699961,
"param": [
{
"p": 0.05882352963089943,
"m": 0.004157554358243942
},
{
"p": 0.05882352963089943,
"m": 0.004157554358243942
},
{
"p": 0.05882352963089943,
"m": 0.004157554358243942
},
{
"p": 0.05882352963089943,
"m": 0.004157554358243942
},
{
"p": 0.05882352963089943,
"m": 0.004157554358243942
},
{
"p": 0.05882352963089943,
"m": 0.004157554358243942
},
{
"p": 0.05882352963089943,
"m": 0.004157554358243942
},
{
"p": 0.05882352963089943,
"m": 0.004157554358243942
},
{
"p": 0.05882352963089943,
"m": 0.004157554358243942
},
{
"p": 0.05882352963089943,
"m": 0.004157554358243942
},
{
"p": 0.05882352963089943,
"m": 0.004157554358243942
},
{
"p": 0.05882352963089943,
"m": 0.004157554358243942
},
{
"p": 0.05882352963089943,
"m": 0.004157554358243942
},
{
"p": 0.05882352963089943,
"m": 0.004157554358243942
},
{
"p": 0.05882352963089943,
"m": 0.004157554358243942
},
{
"p": 0.05882352963089943,
"m": 0.004157554358243942
},
{
"p": 0.05882352963089943,
"m": 0.004157554358243942
}
]
},
{
"epoch": 85,
"train_loss": 0.2695859968662262,
"val_loss": 1.4631311893463135,
"acc": 64.72,
"time": 85.94340654500047,
"param": [
{
"p": 0.05882352963089943,
"m": 0.025753574445843697
},
{
"p": 0.05882352963089943,
"m": 0.025753574445843697
},
{
"p": 0.05882352963089943,
"m": 0.025753574445843697
},
{
"p": 0.05882352963089943,
"m": 0.025753574445843697
},
{
"p": 0.05882352963089943,
"m": 0.025753574445843697
},
{
"p": 0.05882352963089943,
"m": 0.025753574445843697
},
{
"p": 0.05882352963089943,
"m": 0.025753574445843697
},
{
"p": 0.05882352963089943,
"m": 0.025753574445843697
},
{
"p": 0.05882352963089943,
"m": 0.025753574445843697
},
{
"p": 0.05882352963089943,
"m": 0.025753574445843697
},
{
"p": 0.05882352963089943,
"m": 0.025753574445843697
},
{
"p": 0.05882352963089943,
"m": 0.025753574445843697
},
{
"p": 0.05882352963089943,
"m": 0.025753574445843697
},
{
"p": 0.05882352963089943,
"m": 0.025753574445843697
},
{
"p": 0.05882352963089943,
"m": 0.025753574445843697
},
{
"p": 0.05882352963089943,
"m": 0.025753574445843697
},
{
"p": 0.05882352963089943,
"m": 0.025753574445843697
}
]
},
{
"epoch": 86,
"train_loss": 0.18090860545635223,
"val_loss": 1.5076508522033691,
"acc": 65.41,
"time": 85.8670874520003,
"param": [
{
"p": 0.05882352963089943,
"m": 0.0697355568408966
},
{
"p": 0.05882352963089943,
"m": 0.0697355568408966
},
{
"p": 0.05882352963089943,
"m": 0.0697355568408966
},
{
"p": 0.05882352963089943,
"m": 0.0697355568408966
},
{
"p": 0.05882352963089943,
"m": 0.0697355568408966
},
{
"p": 0.05882352963089943,
"m": 0.0697355568408966
},
{
"p": 0.05882352963089943,
"m": 0.0697355568408966
},
{
"p": 0.05882352963089943,
"m": 0.0697355568408966
},
{
"p": 0.05882352963089943,
"m": 0.0697355568408966
},
{
"p": 0.05882352963089943,
"m": 0.0697355568408966
},
{
"p": 0.05882352963089943,
"m": 0.0697355568408966
},
{
"p": 0.05882352963089943,
"m": 0.0697355568408966
},
{
"p": 0.05882352963089943,
"m": 0.0697355568408966
},
{
"p": 0.05882352963089943,
"m": 0.0697355568408966
},
{
"p": 0.05882352963089943,
"m": 0.0697355568408966
},
{
"p": 0.05882352963089943,
"m": 0.0697355568408966
},
{
"p": 0.05882352963089943,
"m": 0.0697355568408966
}
]
},
{
"epoch": 87,
"train_loss": 0.23347678780555725,
"val_loss": 1.69465970993042,
"acc": 64.86,
"time": 83.83492207499967,
"param": [
{
"p": 0.05882352963089943,
"m": 0.02370641566812992
},
{
"p": 0.05882352963089943,
"m": 0.02370641566812992
},
{
"p": 0.05882352963089943,
"m": 0.02370641566812992
},
{
"p": 0.05882352963089943,
"m": 0.02370641566812992
},
{
"p": 0.05882352963089943,
"m": 0.02370641566812992
},
{
"p": 0.05882352963089943,
"m": 0.02370641566812992
},
{
"p": 0.05882352963089943,
"m": 0.02370641566812992
},
{
"p": 0.05882352963089943,
"m": 0.02370641566812992
},
{
"p": 0.05882352963089943,
"m": 0.02370641566812992
},
{
"p": 0.05882352963089943,
"m": 0.02370641566812992
},
{
"p": 0.05882352963089943,
"m": 0.02370641566812992
},
{
"p": 0.05882352963089943,
"m": 0.02370641566812992
},
{
"p": 0.05882352963089943,
"m": 0.02370641566812992
},
{
"p": 0.05882352963089943,
"m": 0.02370641566812992
},
{
"p": 0.05882352963089943,
"m": 0.02370641566812992
},
{
"p": 0.05882352963089943,
"m": 0.02370641566812992
},
{
"p": 0.05882352963089943,
"m": 0.02370641566812992
}
]
},
{
"epoch": 88,
"train_loss": 0.13541702926158905,
"val_loss": 1.526292324066162,
"acc": 64.71,
"time": 83.55401138699926,
"param": [
{
"p": 0.05882352963089943,
"m": 0.0026720273308455944
},
{
"p": 0.05882352963089943,
"m": 0.0026720273308455944
},
{
"p": 0.05882352963089943,
"m": 0.0026720273308455944
},
{
"p": 0.05882352963089943,
"m": 0.0026720273308455944
},
{
"p": 0.05882352963089943,
"m": 0.0026720273308455944
},
{
"p": 0.05882352963089943,
"m": 0.0026720273308455944
},
{
"p": 0.05882352963089943,
"m": 0.0026720273308455944
},
{
"p": 0.05882352963089943,
"m": 0.0026720273308455944
},
{
"p": 0.05882352963089943,
"m": 0.0026720273308455944
},
{
"p": 0.05882352963089943,
"m": 0.0026720273308455944
},
{
"p": 0.05882352963089943,
"m": 0.0026720273308455944
},
{
"p": 0.05882352963089943,
"m": 0.0026720273308455944
},
{
"p": 0.05882352963089943,
"m": 0.0026720273308455944
},
{
"p": 0.05882352963089943,
"m": 0.0026720273308455944
},
{
"p": 0.05882352963089943,
"m": 0.0026720273308455944
},
{
"p": 0.05882352963089943,
"m": 0.0026720273308455944
},
{
"p": 0.05882352963089943,
"m": 0.0026720273308455944
}
]
},
{
"epoch": 89,
"train_loss": 0.12371519953012466,
"val_loss": 1.8054574728012085,
"acc": 66.33,
"time": 85.17782446399997,
"param": [
{
"p": 0.05882352963089943,
"m": 0.030343880876898766
},
{
"p": 0.05882352963089943,
"m": 0.030343880876898766
},
{
"p": 0.05882352963089943,
"m": 0.030343880876898766
},
{
"p": 0.05882352963089943,
"m": 0.030343880876898766
},
{
"p": 0.05882352963089943,
"m": 0.030343880876898766
},
{
"p": 0.05882352963089943,
"m": 0.030343880876898766
},
{
"p": 0.05882352963089943,
"m": 0.030343880876898766
},
{
"p": 0.05882352963089943,
"m": 0.030343880876898766
},
{
"p": 0.05882352963089943,
"m": 0.030343880876898766
},
{
"p": 0.05882352963089943,
"m": 0.030343880876898766
},
{
"p": 0.05882352963089943,
"m": 0.030343880876898766
},
{
"p": 0.05882352963089943,
"m": 0.030343880876898766
},
{
"p": 0.05882352963089943,
"m": 0.030343880876898766
},
{
"p": 0.05882352963089943,
"m": 0.030343880876898766
},
{
"p": 0.05882352963089943,
"m": 0.030343880876898766
},
{
"p": 0.05882352963089943,
"m": 0.030343880876898766
},
{
"p": 0.05882352963089943,
"m": 0.030343880876898766
}
]
},
{
"epoch": 90,
"train_loss": 0.031005561351776123,
"val_loss": 1.3344157934188843,
"acc": 66.66,
"time": 85.20004679399972,
"param": [
{
"p": 0.05882352963089943,
"m": 0.07094985991716385
},
{
"p": 0.05882352963089943,
"m": 0.07094985991716385
},
{
"p": 0.05882352963089943,
"m": 0.07094985991716385
},
{
"p": 0.05882352963089943,
"m": 0.07094985991716385
},
{
"p": 0.05882352963089943,
"m": 0.07094985991716385
},
{
"p": 0.05882352963089943,
"m": 0.07094985991716385
},
{
"p": 0.05882352963089943,
"m": 0.07094985991716385
},
{
"p": 0.05882352963089943,
"m": 0.07094985991716385
},
{
"p": 0.05882352963089943,
"m": 0.07094985991716385
},
{
"p": 0.05882352963089943,
"m": 0.07094985991716385
},
{
"p": 0.05882352963089943,
"m": 0.07094985991716385
},
{
"p": 0.05882352963089943,
"m": 0.07094985991716385
},
{
"p": 0.05882352963089943,
"m": 0.07094985991716385
},
{
"p": 0.05882352963089943,
"m": 0.07094985991716385
},
{
"p": 0.05882352963089943,
"m": 0.07094985991716385
},
{
"p": 0.05882352963089943,
"m": 0.07094985991716385
},
{
"p": 0.05882352963089943,
"m": 0.07094985991716385
}
]
},
{
"epoch": 91,
"train_loss": 0.08489639312028885,
"val_loss": 1.5584325790405273,
"acc": 65.43,
"time": 85.83952307900017,
"param": [
{
"p": 0.05882352963089943,
"m": 0.15315856039524078
},
{
"p": 0.05882352963089943,
"m": 0.15315856039524078
},
{
"p": 0.05882352963089943,
"m": 0.15315856039524078
},
{
"p": 0.05882352963089943,
"m": 0.15315856039524078
},
{
"p": 0.05882352963089943,
"m": 0.15315856039524078
},
{
"p": 0.05882352963089943,
"m": 0.15315856039524078
},
{
"p": 0.05882352963089943,
"m": 0.15315856039524078
},
{
"p": 0.05882352963089943,
"m": 0.15315856039524078
},
{
"p": 0.05882352963089943,
"m": 0.15315856039524078
},
{
"p": 0.05882352963089943,
"m": 0.15315856039524078
},
{
"p": 0.05882352963089943,
"m": 0.15315856039524078
},
{
"p": 0.05882352963089943,
"m": 0.15315856039524078
},
{
"p": 0.05882352963089943,
"m": 0.15315856039524078
},
{
"p": 0.05882352963089943,
"m": 0.15315856039524078
},
{
"p": 0.05882352963089943,
"m": 0.15315856039524078
},
{
"p": 0.05882352963089943,
"m": 0.15315856039524078
},
{
"p": 0.05882352963089943,
"m": 0.15315856039524078
}
]
},
{
"epoch": 92,
"train_loss": 0.06680368632078171,
"val_loss": 1.5014359951019287,
"acc": 65.29,
"time": 85.39366996599983,
"param": [
{
"p": 0.05882352963089943,
"m": 0.10608624666929245
},
{
"p": 0.05882352963089943,
"m": 0.10608624666929245
},
{
"p": 0.05882352963089943,
"m": 0.10608624666929245
},
{
"p": 0.05882352963089943,
"m": 0.10608624666929245
},
{
"p": 0.05882352963089943,
"m": 0.10608624666929245
},
{
"p": 0.05882352963089943,
"m": 0.10608624666929245
},
{
"p": 0.05882352963089943,
"m": 0.10608624666929245
},
{
"p": 0.05882352963089943,
"m": 0.10608624666929245
},
{
"p": 0.05882352963089943,
"m": 0.10608624666929245
},
{
"p": 0.05882352963089943,
"m": 0.10608624666929245
},
{
"p": 0.05882352963089943,
"m": 0.10608624666929245
},
{
"p": 0.05882352963089943,
"m": 0.10608624666929245
},
{
"p": 0.05882352963089943,
"m": 0.10608624666929245
},
{
"p": 0.05882352963089943,
"m": 0.10608624666929245
},
{
"p": 0.05882352963089943,
"m": 0.10608624666929245
},
{
"p": 0.05882352963089943,
"m": 0.10608624666929245
},
{
"p": 0.05882352963089943,
"m": 0.10608624666929245
}
]
},
{
"epoch": 93,
"train_loss": 0.10429707914590836,
"val_loss": 1.3900030851364136,
"acc": 65.31,
"time": 84.8350876149998,
"param": [
{
"p": 0.05882352963089943,
"m": 0.020247498527169228
},
{
"p": 0.05882352963089943,
"m": 0.020247498527169228
},
{
"p": 0.05882352963089943,
"m": 0.020247498527169228
},
{
"p": 0.05882352963089943,
"m": 0.020247498527169228
},
{
"p": 0.05882352963089943,
"m": 0.020247498527169228
},
{
"p": 0.05882352963089943,
"m": 0.020247498527169228
},
{
"p": 0.05882352963089943,
"m": 0.020247498527169228
},
{
"p": 0.05882352963089943,
"m": 0.020247498527169228
},
{
"p": 0.05882352963089943,
"m": 0.020247498527169228
},
{
"p": 0.05882352963089943,
"m": 0.020247498527169228
},
{
"p": 0.05882352963089943,
"m": 0.020247498527169228
},
{
"p": 0.05882352963089943,
"m": 0.020247498527169228
},
{
"p": 0.05882352963089943,
"m": 0.020247498527169228
},
{
"p": 0.05882352963089943,
"m": 0.020247498527169228
},
{
"p": 0.05882352963089943,
"m": 0.020247498527169228
},
{
"p": 0.05882352963089943,
"m": 0.020247498527169228
},
{
"p": 0.05882352963089943,
"m": 0.020247498527169228
}
]
},
{
"epoch": 94,
"train_loss": 0.15930695831775665,
"val_loss": 1.8900201320648193,
"acc": 66.08,
"time": 87.49931587300034,
"param": [
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
},
{
"p": 0.05882352963089943,
"m": 0.0
}
]
},
{
"epoch": 95,
"train_loss": 0.1638960987329483,
"val_loss": 1.414035439491272,
"acc": 65.87,
"time": 87.31413423399863,
"param": [
{
"p": 0.05882352963089943,
"m": 0.01707596518099308
},
{
"p": 0.05882352963089943,
"m": 0.01707596518099308
},
{
"p": 0.05882352963089943,
"m": 0.01707596518099308
},
{
"p": 0.05882352963089943,
"m": 0.01707596518099308
},
{
"p": 0.05882352963089943,
"m": 0.01707596518099308
},
{
"p": 0.05882352963089943,
"m": 0.01707596518099308
},
{
"p": 0.05882352963089943,
"m": 0.01707596518099308
},
{
"p": 0.05882352963089943,
"m": 0.01707596518099308
},
{
"p": 0.05882352963089943,
"m": 0.01707596518099308
},
{
"p": 0.05882352963089943,
"m": 0.01707596518099308
},
{
"p": 0.05882352963089943,
"m": 0.01707596518099308
},
{
"p": 0.05882352963089943,
"m": 0.01707596518099308
},
{
"p": 0.05882352963089943,
"m": 0.01707596518099308
},
{
"p": 0.05882352963089943,
"m": 0.01707596518099308
},
{
"p": 0.05882352963089943,
"m": 0.01707596518099308
},
{
"p": 0.05882352963089943,
"m": 0.01707596518099308
},
{
"p": 0.05882352963089943,
"m": 0.01707596518099308
}
]
},
{
"epoch": 96,
"train_loss": 0.1662215143442154,
"val_loss": 1.373063087463379,
"acc": 65.27,
"time": 89.07195821700043,
"param": [
{
"p": 0.05882352963089943,
"m": 0.01619613729417324
},
{
"p": 0.05882352963089943,
"m": 0.01619613729417324
},
{
"p": 0.05882352963089943,
"m": 0.01619613729417324
},
{
"p": 0.05882352963089943,
"m": 0.01619613729417324
},
{
"p": 0.05882352963089943,
"m": 0.01619613729417324
},
{
"p": 0.05882352963089943,
"m": 0.01619613729417324
},
{
"p": 0.05882352963089943,
"m": 0.01619613729417324
},
{
"p": 0.05882352963089943,
"m": 0.01619613729417324
},
{
"p": 0.05882352963089943,
"m": 0.01619613729417324
},
{
"p": 0.05882352963089943,
"m": 0.01619613729417324
},
{
"p": 0.05882352963089943,
"m": 0.01619613729417324
},
{
"p": 0.05882352963089943,
"m": 0.01619613729417324
},
{
"p": 0.05882352963089943,
"m": 0.01619613729417324
},
{
"p": 0.05882352963089943,
"m": 0.01619613729417324
},
{
"p": 0.05882352963089943,
"m": 0.01619613729417324
},
{
"p": 0.05882352963089943,
"m": 0.01619613729417324
},
{
"p": 0.05882352963089943,
"m": 0.01619613729417324
}
]
},
{
"epoch": 97,
"train_loss": 0.11207008361816406,
"val_loss": 1.6345014572143555,
"acc": 66.28,
"time": 86.67849882399969,
"param": [
{
"p": 0.05882352963089943,
"m": 0.01875307224690914
},
{
"p": 0.05882352963089943,
"m": 0.01875307224690914
},
{
"p": 0.05882352963089943,
"m": 0.01875307224690914
},
{
"p": 0.05882352963089943,
"m": 0.01875307224690914
},
{
"p": 0.05882352963089943,
"m": 0.01875307224690914
},
{
"p": 0.05882352963089943,
"m": 0.01875307224690914
},
{
"p": 0.05882352963089943,
"m": 0.01875307224690914
},
{
"p": 0.05882352963089943,
"m": 0.01875307224690914
},
{
"p": 0.05882352963089943,
"m": 0.01875307224690914
},
{
"p": 0.05882352963089943,
"m": 0.01875307224690914
},
{
"p": 0.05882352963089943,
"m": 0.01875307224690914
},
{
"p": 0.05882352963089943,
"m": 0.01875307224690914
},
{
"p": 0.05882352963089943,
"m": 0.01875307224690914
},
{
"p": 0.05882352963089943,
"m": 0.01875307224690914
},
{
"p": 0.05882352963089943,
"m": 0.01875307224690914
},
{
"p": 0.05882352963089943,
"m": 0.01875307224690914
},
{
"p": 0.05882352963089943,
"m": 0.01875307224690914
}
]
},
{
"epoch": 98,
"train_loss": 0.09199019521474838,
"val_loss": 1.5160642862319946,
"acc": 65.36,
"time": 88.06827469500058,
"param": [
{
"p": 0.05882352963089943,
"m": 0.004983012098819017
},
{
"p": 0.05882352963089943,
"m": 0.004983012098819017
},
{
"p": 0.05882352963089943,
"m": 0.004983012098819017
},
{
"p": 0.05882352963089943,
"m": 0.004983012098819017
},
{
"p": 0.05882352963089943,
"m": 0.004983012098819017
},
{
"p": 0.05882352963089943,
"m": 0.004983012098819017
},
{
"p": 0.05882352963089943,
"m": 0.004983012098819017
},
{
"p": 0.05882352963089943,
"m": 0.004983012098819017
},
{
"p": 0.05882352963089943,
"m": 0.004983012098819017
},
{
"p": 0.05882352963089943,
"m": 0.004983012098819017
},
{
"p": 0.05882352963089943,
"m": 0.004983012098819017
},
{
"p": 0.05882352963089943,
"m": 0.004983012098819017
},
{
"p": 0.05882352963089943,
"m": 0.004983012098819017
},
{
"p": 0.05882352963089943,
"m": 0.004983012098819017
},
{
"p": 0.05882352963089943,
"m": 0.004983012098819017
},
{
"p": 0.05882352963089943,
"m": 0.004983012098819017
},
{
"p": 0.05882352963089943,
"m": 0.004983012098819017
}
]
},
{
"epoch": 99,
"train_loss": 0.08162453770637512,
"val_loss": 1.4829871654510498,
"acc": 65.37,
"time": 84.99795422199895,
"param": [
{
"p": 0.05882352963089943,
"m": 0.007896920666098595
},
{
"p": 0.05882352963089943,
"m": 0.007896920666098595
},
{
"p": 0.05882352963089943,
"m": 0.007896920666098595
},
{
"p": 0.05882352963089943,
"m": 0.007896920666098595
},
{
"p": 0.05882352963089943,
"m": 0.007896920666098595
},
{
"p": 0.05882352963089943,
"m": 0.007896920666098595
},
{
"p": 0.05882352963089943,
"m": 0.007896920666098595
},
{
"p": 0.05882352963089943,
"m": 0.007896920666098595
},
{
"p": 0.05882352963089943,
"m": 0.007896920666098595
},
{
"p": 0.05882352963089943,
"m": 0.007896920666098595
},
{
"p": 0.05882352963089943,
"m": 0.007896920666098595
},
{
"p": 0.05882352963089943,
"m": 0.007896920666098595
},
{
"p": 0.05882352963089943,
"m": 0.007896920666098595
},
{
"p": 0.05882352963089943,
"m": 0.007896920666098595
},
{
"p": 0.05882352963089943,
"m": 0.007896920666098595
},
{
"p": 0.05882352963089943,
"m": 0.007896920666098595
},
{
"p": 0.05882352963089943,
"m": 0.007896920666098595
}
]
},
{
"epoch": 100,
"train_loss": 0.20608077943325043,
"val_loss": 1.4122753143310547,
"acc": 65.47,
"time": 84.92880218999926,
"param": [
{
"p": 0.05882352963089943,
"m": 0.026921745389699936
},
{
"p": 0.05882352963089943,
"m": 0.026921745389699936
},
{
"p": 0.05882352963089943,
"m": 0.026921745389699936
},
{
"p": 0.05882352963089943,
"m": 0.026921745389699936
},
{
"p": 0.05882352963089943,
"m": 0.026921745389699936
},
{
"p": 0.05882352963089943,
"m": 0.026921745389699936
},
{
"p": 0.05882352963089943,
"m": 0.026921745389699936
},
{
"p": 0.05882352963089943,
"m": 0.026921745389699936
},
{
"p": 0.05882352963089943,
"m": 0.026921745389699936
},
{
"p": 0.05882352963089943,
"m": 0.026921745389699936
},
{
"p": 0.05882352963089943,
"m": 0.026921745389699936
},
{
"p": 0.05882352963089943,
"m": 0.026921745389699936
},
{
"p": 0.05882352963089943,
"m": 0.026921745389699936
},
{
"p": 0.05882352963089943,
"m": 0.026921745389699936
},
{
"p": 0.05882352963089943,
"m": 0.026921745389699936
},
{
"p": 0.05882352963089943,
"m": 0.026921745389699936
},
{
"p": 0.05882352963089943,
"m": 0.026921745389699936
}
]
}
]
}
Reference in a new issue View git blame Copy permalink