smart_augmentation/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json
Harle, Antoine (Contracteur) 4166922c34 Rangement
2020-02-28 16:46:37 -05:00

9938 lines
No EOL
164 KiB
JSON
Executable file

{
"Accuracy": 70.57,
"Time": [
272.5890903182215,
2.7113833299253334,
40987.65729860903
],
"Optimizer": {
"Meta": {
"optim": "Adam",
"lr": 0.01
},
"Inner": {
"optim": "SGD",
"lr": 0.1,
"momentum": 0.9
}
},
"Device": "Graphics Device",
"Param_names": [
"Identity",
"FlipUD",
"FlipLR",
"Rotate",
"TranslateX",
"TranslateY",
"ShearX",
"ShearY",
"Contrast",
"Color",
"Brightness",
"Sharpness",
"Posterize",
"Solarize"
],
"Log": [
{
"epoch": 1,
"train_loss": 4.578947067260742,
"val_loss": 2.26054048538208,
"acc": 15.16,
"time": 241.00720444397302,
"mix_dist": 0.5,
"param": [
{
"p": 0.07141674309968948,
"m": 0.5
},
{
"p": 0.07145083695650101,
"m": 0.5
},
{
"p": 0.0714193806052208,
"m": 0.5
},
{
"p": 0.071448415517807,
"m": 0.4414847791194916
},
{
"p": 0.07144879549741745,
"m": 0.5604350566864014
},
{
"p": 0.07142196595668793,
"m": 0.560547947883606
},
{
"p": 0.07141435146331787,
"m": 0.4451937973499298
},
{
"p": 0.07150194048881531,
"m": 0.44427743554115295
},
{
"p": 0.0714249536395073,
"m": 0.5650492310523987
},
{
"p": 0.0714074969291687,
"m": 0.5651473999023438
},
{
"p": 0.07137047499418259,
"m": 0.5614820122718811
},
{
"p": 0.07142671942710876,
"m": 0.569377601146698
},
{
"p": 0.07143216580152512,
"m": 0.5
},
{
"p": 0.07141579687595367,
"m": 0.5
}
]
},
{
"epoch": 2,
"train_loss": 4.605364799499512,
"val_loss": 2.3026046752929688,
"acc": 10.0,
"time": 270.96022373298183,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142869383096695,
"m": 0.5
},
{
"p": 0.07142852991819382,
"m": 0.5
},
{
"p": 0.07142841070890427,
"m": 0.5
},
{
"p": 0.07142849266529083,
"m": 0.45195624232292175
},
{
"p": 0.07142835855484009,
"m": 0.5700324773788452
},
{
"p": 0.07142866402864456,
"m": 0.5655422210693359
},
{
"p": 0.07142926752567291,
"m": 0.44179031252861023
},
{
"p": 0.07142838090658188,
"m": 0.48374617099761963
},
{
"p": 0.07142876833677292,
"m": 0.5445315837860107
},
{
"p": 0.07142824679613113,
"m": 0.5637803673744202
},
{
"p": 0.07142840325832367,
"m": 0.527728796005249
},
{
"p": 0.07142862677574158,
"m": 0.6149327158927917
},
{
"p": 0.07142850011587143,
"m": 0.5
},
{
"p": 0.07142866402864456,
"m": 0.5
}
]
},
{
"epoch": 3,
"train_loss": 4.625004768371582,
"val_loss": 2.3060498237609863,
"acc": 10.0,
"time": 272.8176843370311,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142876088619232,
"m": 0.5
},
{
"p": 0.071428582072258,
"m": 0.5
},
{
"p": 0.07142865657806396,
"m": 0.5
},
{
"p": 0.07142883539199829,
"m": 0.4979288876056671
},
{
"p": 0.07142844051122665,
"m": 0.5768222212791443
},
{
"p": 0.07142835855484009,
"m": 0.46796363592147827
},
{
"p": 0.07142876833677292,
"m": 0.3188859820365906
},
{
"p": 0.07142852246761322,
"m": 0.46752309799194336
},
{
"p": 0.07142850011587143,
"m": 0.624169111251831
},
{
"p": 0.07142840325832367,
"m": 0.6895485520362854
},
{
"p": 0.07142829895019531,
"m": 0.35704079270362854
},
{
"p": 0.07142850756645203,
"m": 0.6586121916770935
},
{
"p": 0.07142867147922516,
"m": 0.5
},
{
"p": 0.07142870128154755,
"m": 0.5
}
]
},
{
"epoch": 4,
"train_loss": 4.6137895584106445,
"val_loss": 2.3015830516815186,
"acc": 10.0,
"time": 274.57607001200086,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142877578735352,
"m": 0.5
},
{
"p": 0.07142890989780426,
"m": 0.5
},
{
"p": 0.071428082883358,
"m": 0.5
},
{
"p": 0.07142908871173859,
"m": 0.48709192872047424
},
{
"p": 0.07142932713031769,
"m": 0.55367511510849
},
{
"p": 0.07142852246761322,
"m": 0.48593050241470337
},
{
"p": 0.07142819464206696,
"m": 0.2690216600894928
},
{
"p": 0.07142838835716248,
"m": 0.49801069498062134
},
{
"p": 0.07142890989780426,
"m": 0.5230985283851624
},
{
"p": 0.07142829149961472,
"m": 0.6840215921401978
},
{
"p": 0.07142855226993561,
"m": 0.3927721679210663
},
{
"p": 0.07142868638038635,
"m": 0.6787822246551514
},
{
"p": 0.07142840325832367,
"m": 0.5
},
{
"p": 0.07142788171768188,
"m": 0.5
}
]
},
{
"epoch": 5,
"train_loss": 4.597817420959473,
"val_loss": 2.303830623626709,
"acc": 10.0,
"time": 272.20569141203305,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142860442399979,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.07142866402864456,
"m": 0.5
},
{
"p": 0.071428582072258,
"m": 0.47271519899368286
},
{
"p": 0.07142878323793411,
"m": 0.5615735650062561
},
{
"p": 0.07142852991819382,
"m": 0.5048446655273438
},
{
"p": 0.07142836600542068,
"m": 0.2665115296840668
},
{
"p": 0.07142844796180725,
"m": 0.4651836156845093
},
{
"p": 0.07142868638038635,
"m": 0.5335685014724731
},
{
"p": 0.07142865657806396,
"m": 0.7102817296981812
},
{
"p": 0.07142869383096695,
"m": 0.29169192910194397
},
{
"p": 0.07142850756645203,
"m": 0.6787675619125366
},
{
"p": 0.07142838835716248,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 6,
"train_loss": 4.605008125305176,
"val_loss": 2.305978298187256,
"acc": 10.0,
"time": 271.704540130042,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142851501703262,
"m": 0.5
},
{
"p": 0.0714285597205162,
"m": 0.5
},
{
"p": 0.07142858952283859,
"m": 0.5
},
{
"p": 0.07142864912748337,
"m": 0.4423036575317383
},
{
"p": 0.07142862677574158,
"m": 0.47363147139549255
},
{
"p": 0.07142847031354904,
"m": 0.4781852662563324
},
{
"p": 0.0714287981390953,
"m": 0.2938757538795471
},
{
"p": 0.0714285746216774,
"m": 0.54583740234375
},
{
"p": 0.0714285597205162,
"m": 0.4630085229873657
},
{
"p": 0.07142858952283859,
"m": 0.6377681493759155
},
{
"p": 0.07142853736877441,
"m": 0.31883713603019714
},
{
"p": 0.07142850756645203,
"m": 0.5466887354850769
},
{
"p": 0.0714285597205162,
"m": 0.5
},
{
"p": 0.07142841070890427,
"m": 0.5
}
]
},
{
"epoch": 7,
"train_loss": 4.606000900268555,
"val_loss": 2.306190252304077,
"acc": 10.0,
"time": 272.4446208990412,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142863422632217,
"m": 0.5
},
{
"p": 0.07142861932516098,
"m": 0.5
},
{
"p": 0.07142859697341919,
"m": 0.5
},
{
"p": 0.07142838090658188,
"m": 0.4470211863517761
},
{
"p": 0.07142842561006546,
"m": 0.4748167395591736
},
{
"p": 0.0714285671710968,
"m": 0.4862576127052307
},
{
"p": 0.07142860442399979,
"m": 0.3053629696369171
},
{
"p": 0.07142851501703262,
"m": 0.5770583152770996
},
{
"p": 0.07142868638038635,
"m": 0.4708941876888275
},
{
"p": 0.07142868638038635,
"m": 0.6508073806762695
},
{
"p": 0.07142858952283859,
"m": 0.3475205600261688
},
{
"p": 0.07142842561006546,
"m": 0.5480685234069824
},
{
"p": 0.07142865657806396,
"m": 0.5
},
{
"p": 0.07142861932516098,
"m": 0.5
}
]
},
{
"epoch": 8,
"train_loss": 4.604544639587402,
"val_loss": 2.3050177097320557,
"acc": 10.0,
"time": 272.20836418296676,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142873853445053,
"m": 0.5
},
{
"p": 0.07142854481935501,
"m": 0.5
},
{
"p": 0.07142869383096695,
"m": 0.5
},
{
"p": 0.07142861187458038,
"m": 0.4529940187931061
},
{
"p": 0.07142855226993561,
"m": 0.475494384765625
},
{
"p": 0.07142850011587143,
"m": 0.4856928884983063
},
{
"p": 0.07142854481935501,
"m": 0.31273403763771057
},
{
"p": 0.07142847776412964,
"m": 0.5783646702766418
},
{
"p": 0.07142848521471024,
"m": 0.47411084175109863
},
{
"p": 0.07142870873212814,
"m": 0.6540911197662354
},
{
"p": 0.07142848521471024,
"m": 0.3515721559524536
},
{
"p": 0.071428582072258,
"m": 0.5592279434204102
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.07142850756645203,
"m": 0.5
}
]
},
{
"epoch": 9,
"train_loss": 4.610347747802734,
"val_loss": 2.311554431915283,
"acc": 10.0,
"time": 272.5246175939683,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142853736877441,
"m": 0.5
},
{
"p": 0.071428582072258,
"m": 0.5
},
{
"p": 0.07142867147922516,
"m": 0.5
},
{
"p": 0.07142851501703262,
"m": 0.4602530598640442
},
{
"p": 0.0714288130402565,
"m": 0.47741302847862244
},
{
"p": 0.0714285597205162,
"m": 0.4871145486831665
},
{
"p": 0.07142845541238785,
"m": 0.32176506519317627
},
{
"p": 0.07142876833677292,
"m": 0.5910792946815491
},
{
"p": 0.07142845541238785,
"m": 0.47554975748062134
},
{
"p": 0.07142852991819382,
"m": 0.6602281928062439
},
{
"p": 0.0714285671710968,
"m": 0.35299044847488403
},
{
"p": 0.07142861187458038,
"m": 0.5703617930412292
},
{
"p": 0.07142840325832367,
"m": 0.5
},
{
"p": 0.0714285746216774,
"m": 0.5
}
]
},
{
"epoch": 10,
"train_loss": 4.607236862182617,
"val_loss": 2.3049848079681396,
"acc": 10.0,
"time": 272.09048070397694,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142864912748337,
"m": 0.5
},
{
"p": 0.07142841815948486,
"m": 0.5
},
{
"p": 0.07142867147922516,
"m": 0.5
},
{
"p": 0.0714293122291565,
"m": 0.46603327989578247
},
{
"p": 0.07142853736877441,
"m": 0.47683215141296387
},
{
"p": 0.07142867147922516,
"m": 0.4840071499347687
},
{
"p": 0.07142805308103561,
"m": 0.3274025022983551
},
{
"p": 0.07142870873212814,
"m": 0.5968714952468872
},
{
"p": 0.07142885029315948,
"m": 0.4797179400920868
},
{
"p": 0.07142814248800278,
"m": 0.6681240797042847
},
{
"p": 0.07142852991819382,
"m": 0.35891199111938477
},
{
"p": 0.07142814993858337,
"m": 0.5786160826683044
},
{
"p": 0.07142844796180725,
"m": 0.5
},
{
"p": 0.07142890989780426,
"m": 0.5
}
]
},
{
"epoch": 11,
"train_loss": 4.596158504486084,
"val_loss": 2.3099722862243652,
"acc": 10.0,
"time": 272.2326727429754,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.07142850011587143,
"m": 0.5
},
{
"p": 0.07142863422632217,
"m": 0.5
},
{
"p": 0.0714283436536789,
"m": 0.474153608083725
},
{
"p": 0.07142854481935501,
"m": 0.478074848651886
},
{
"p": 0.07142846286296844,
"m": 0.48567554354667664
},
{
"p": 0.07142864912748337,
"m": 0.33722957968711853
},
{
"p": 0.07142866402864456,
"m": 0.6104263067245483
},
{
"p": 0.07142844796180725,
"m": 0.48147231340408325
},
{
"p": 0.07142859697341919,
"m": 0.6750079989433289
},
{
"p": 0.07142871618270874,
"m": 0.36043623089790344
},
{
"p": 0.07142864912748337,
"m": 0.5910376310348511
},
{
"p": 0.07142850011587143,
"m": 0.5
},
{
"p": 0.07142873853445053,
"m": 0.5
}
]
},
{
"epoch": 12,
"train_loss": 4.626499176025391,
"val_loss": 2.3027184009552,
"acc": 10.0,
"time": 272.71475980296964,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142878323793411,
"m": 0.5
},
{
"p": 0.07142850011587143,
"m": 0.5
},
{
"p": 0.07142873108386993,
"m": 0.5
},
{
"p": 0.0714285671710968,
"m": 0.48273277282714844
},
{
"p": 0.07142863422632217,
"m": 0.4794151484966278
},
{
"p": 0.07142839580774307,
"m": 0.4874635338783264
},
{
"p": 0.07142836600542068,
"m": 0.3476189970970154
},
{
"p": 0.07142838090658188,
"m": 0.6244924664497375
},
{
"p": 0.07142876833677292,
"m": 0.48338180780410767
},
{
"p": 0.0714285671710968,
"m": 0.6822143793106079
},
{
"p": 0.07142852991819382,
"m": 0.3619638681411743
},
{
"p": 0.07142862677574158,
"m": 0.6039895415306091
},
{
"p": 0.07142852991819382,
"m": 0.5
},
{
"p": 0.07142864167690277,
"m": 0.5
}
]
},
{
"epoch": 13,
"train_loss": 4.557433128356934,
"val_loss": 2.198805570602417,
"acc": 18.48,
"time": 273.7534383669845,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145912200212479,
"m": 0.5
},
{
"p": 0.07142745703458786,
"m": 0.5
},
{
"p": 0.07142437249422073,
"m": 0.5
},
{
"p": 0.07143750786781311,
"m": 0.49728503823280334
},
{
"p": 0.07143831998109818,
"m": 0.4806332588195801
},
{
"p": 0.07145082950592041,
"m": 0.49129411578178406
},
{
"p": 0.07141239196062088,
"m": 0.36654865741729736
},
{
"p": 0.07142935693264008,
"m": 0.6449977159500122
},
{
"p": 0.07141967862844467,
"m": 0.4850144684314728
},
{
"p": 0.0714392364025116,
"m": 0.691041111946106
},
{
"p": 0.07141995429992676,
"m": 0.36401882767677307
},
{
"p": 0.07142939418554306,
"m": 0.6254894137382507
},
{
"p": 0.07142585515975952,
"m": 0.5
},
{
"p": 0.07138657569885254,
"m": 0.5
}
]
},
{
"epoch": 14,
"train_loss": 4.607322692871094,
"val_loss": 2.3050460815429688,
"acc": 10.0,
"time": 275.00262154999655,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142886519432068,
"m": 0.5
},
{
"p": 0.07142841815948486,
"m": 0.5
},
{
"p": 0.07142872363328934,
"m": 0.5
},
{
"p": 0.071428582072258,
"m": 0.5058635473251343
},
{
"p": 0.07142844796180725,
"m": 0.48123815655708313
},
{
"p": 0.07142853736877441,
"m": 0.49634724855422974
},
{
"p": 0.07142861187458038,
"m": 0.37738561630249023
},
{
"p": 0.07142850756645203,
"m": 0.6713313460350037
},
{
"p": 0.07142840325832367,
"m": 0.4836290180683136
},
{
"p": 0.07142874598503113,
"m": 0.7017638087272644
},
{
"p": 0.07142864167690277,
"m": 0.3598593473434448
},
{
"p": 0.07142848521471024,
"m": 0.6397749185562134
},
{
"p": 0.07142864167690277,
"m": 0.5
},
{
"p": 0.07142835855484009,
"m": 0.5
}
]
},
{
"epoch": 15,
"train_loss": 4.6055521965026855,
"val_loss": 2.30723237991333,
"acc": 10.02,
"time": 273.1327563970117,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142602652311325,
"m": 0.5
},
{
"p": 0.0714297816157341,
"m": 0.5
},
{
"p": 0.07142588496208191,
"m": 0.5
},
{
"p": 0.07142435759305954,
"m": 0.514074444770813
},
{
"p": 0.07142625004053116,
"m": 0.46770334243774414
},
{
"p": 0.07143037766218185,
"m": 0.45843183994293213
},
{
"p": 0.07142482697963715,
"m": 0.3773335814476013
},
{
"p": 0.0714321881532669,
"m": 0.7078653573989868
},
{
"p": 0.07142363488674164,
"m": 0.4740782678127289
},
{
"p": 0.07143034785985947,
"m": 0.7568327188491821
},
{
"p": 0.07142973691225052,
"m": 0.35234951972961426
},
{
"p": 0.07142898440361023,
"m": 0.6417176127433777
},
{
"p": 0.07142909616231918,
"m": 0.5
},
{
"p": 0.07143846899271011,
"m": 0.5
}
]
},
{
"epoch": 16,
"train_loss": 4.424559593200684,
"val_loss": 2.100562572479248,
"acc": 17.92,
"time": 271.8452057270333,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143531739711761,
"m": 0.5
},
{
"p": 0.07143598049879074,
"m": 0.5
},
{
"p": 0.07143887132406235,
"m": 0.5
},
{
"p": 0.07142704725265503,
"m": 0.5291386246681213
},
{
"p": 0.07143179327249527,
"m": 0.4741280674934387
},
{
"p": 0.07143303006887436,
"m": 0.46417614817619324
},
{
"p": 0.0714324340224266,
"m": 0.3942410349845886
},
{
"p": 0.07142546027898788,
"m": 0.7426884174346924
},
{
"p": 0.07142151147127151,
"m": 0.4782230854034424
},
{
"p": 0.07141298800706863,
"m": 0.7565781474113464
},
{
"p": 0.0714254155755043,
"m": 0.3515241742134094
},
{
"p": 0.07142899930477142,
"m": 0.6732281446456909
},
{
"p": 0.07143818587064743,
"m": 0.5
},
{
"p": 0.07141298800706863,
"m": 0.5
}
]
},
{
"epoch": 17,
"train_loss": 4.372157573699951,
"val_loss": 2.1189188957214355,
"acc": 19.43,
"time": 271.70576693303883,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143358141183853,
"m": 0.5
},
{
"p": 0.07143153995275497,
"m": 0.5
},
{
"p": 0.07141097635030746,
"m": 0.5
},
{
"p": 0.07143256068229675,
"m": 0.5485339760780334
},
{
"p": 0.07142498344182968,
"m": 0.4807235300540924
},
{
"p": 0.07144404202699661,
"m": 0.47759291529655457
},
{
"p": 0.07142949104309082,
"m": 0.41777458786964417
},
{
"p": 0.07144661992788315,
"m": 0.7920670509338379
},
{
"p": 0.07142207026481628,
"m": 0.48823824524879456
},
{
"p": 0.07143064588308334,
"m": 0.7172583341598511
},
{
"p": 0.07142173498868942,
"m": 0.3520779609680176
},
{
"p": 0.07142618298530579,
"m": 0.7354156970977783
},
{
"p": 0.07143881916999817,
"m": 0.5
},
{
"p": 0.07140674442052841,
"m": 0.5
}
]
},
{
"epoch": 18,
"train_loss": 4.3380961418151855,
"val_loss": 2.0632290840148926,
"acc": 24.67,
"time": 273.4789944969816,
"mix_dist": 0.5,
"param": [
{
"p": 0.07141213119029999,
"m": 0.5
},
{
"p": 0.0714365765452385,
"m": 0.5
},
{
"p": 0.0714501366019249,
"m": 0.5
},
{
"p": 0.07140246033668518,
"m": 0.5508288145065308
},
{
"p": 0.0714578852057457,
"m": 0.4792334735393524
},
{
"p": 0.07141947001218796,
"m": 0.49884557723999023
},
{
"p": 0.0714399516582489,
"m": 0.436144083738327
},
{
"p": 0.0714784786105156,
"m": 0.8316411375999451
},
{
"p": 0.0714540183544159,
"m": 0.48639556765556335
},
{
"p": 0.07137945294380188,
"m": 0.7088047862052917
},
{
"p": 0.07140852510929108,
"m": 0.3463793694972992
},
{
"p": 0.07143943756818771,
"m": 0.7957852482795715
},
{
"p": 0.07140379399061203,
"m": 0.5
},
{
"p": 0.0714176595211029,
"m": 0.5
}
]
},
{
"epoch": 19,
"train_loss": 4.180524826049805,
"val_loss": 1.9169055223464966,
"acc": 29.21,
"time": 273.3800234410446,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714353621006012,
"m": 0.5
},
{
"p": 0.07137778401374817,
"m": 0.5
},
{
"p": 0.07143211364746094,
"m": 0.5
},
{
"p": 0.07144151628017426,
"m": 0.5457379221916199
},
{
"p": 0.07145119458436966,
"m": 0.46928954124450684
},
{
"p": 0.07143889367580414,
"m": 0.5094438195228577
},
{
"p": 0.07143226265907288,
"m": 0.44598814845085144
},
{
"p": 0.07145653665065765,
"m": 0.8447309732437134
},
{
"p": 0.07139205932617188,
"m": 0.47875654697418213
},
{
"p": 0.07138751447200775,
"m": 0.6914664506912231
},
{
"p": 0.07146257162094116,
"m": 0.3461146950721741
},
{
"p": 0.07148682326078415,
"m": 0.8434963226318359
},
{
"p": 0.07139571756124496,
"m": 0.5
},
{
"p": 0.071409672498703,
"m": 0.5
}
]
},
{
"epoch": 20,
"train_loss": 3.737605571746826,
"val_loss": 1.9584871530532837,
"acc": 28.68,
"time": 273.3488863949897,
"mix_dist": 0.5,
"param": [
{
"p": 0.07148456573486328,
"m": 0.5
},
{
"p": 0.07141460478305817,
"m": 0.5
},
{
"p": 0.07150404155254364,
"m": 0.5
},
{
"p": 0.07139325141906738,
"m": 0.541537344455719
},
{
"p": 0.07149162143468857,
"m": 0.45532044768333435
},
{
"p": 0.0713719055056572,
"m": 0.5473827123641968
},
{
"p": 0.07143188267946243,
"m": 0.45115911960601807
},
{
"p": 0.07138969749212265,
"m": 0.8653081059455872
},
{
"p": 0.07134110480546951,
"m": 0.45773911476135254
},
{
"p": 0.071357361972332,
"m": 0.7007013559341431
},
{
"p": 0.07145804911851883,
"m": 0.33820757269859314
},
{
"p": 0.07154911011457443,
"m": 0.8936204314231873
},
{
"p": 0.07140953838825226,
"m": 0.5
},
{
"p": 0.07140329480171204,
"m": 0.5
}
]
},
{
"epoch": 21,
"train_loss": 4.056905746459961,
"val_loss": 1.943838357925415,
"acc": 26.66,
"time": 272.5476858380134,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714682787656784,
"m": 0.5
},
{
"p": 0.07140881568193436,
"m": 0.5
},
{
"p": 0.07141537964344025,
"m": 0.5
},
{
"p": 0.0714440643787384,
"m": 0.5418984293937683
},
{
"p": 0.0714256539940834,
"m": 0.4613885283470154
},
{
"p": 0.07141366600990295,
"m": 0.5909327864646912
},
{
"p": 0.0714481770992279,
"m": 0.4628674387931824
},
{
"p": 0.07141750305891037,
"m": 0.9089847207069397
},
{
"p": 0.071407251060009,
"m": 0.4592437148094177
},
{
"p": 0.07145169377326965,
"m": 0.7350079417228699
},
{
"p": 0.07137464731931686,
"m": 0.34522560238838196
},
{
"p": 0.07144076377153397,
"m": 0.9505337476730347
},
{
"p": 0.07148068398237228,
"m": 0.5
},
{
"p": 0.07140340656042099,
"m": 0.5
}
]
},
{
"epoch": 22,
"train_loss": 3.857563018798828,
"val_loss": 1.6547075510025024,
"acc": 36.93,
"time": 273.38277871196624,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714661255478859,
"m": 0.5
},
{
"p": 0.07139058411121368,
"m": 0.5
},
{
"p": 0.07146266847848892,
"m": 0.5
},
{
"p": 0.0714000016450882,
"m": 0.5168953537940979
},
{
"p": 0.07143473625183105,
"m": 0.4498264491558075
},
{
"p": 0.071418896317482,
"m": 0.5898256897926331
},
{
"p": 0.07142919301986694,
"m": 0.46967172622680664
},
{
"p": 0.07142750173807144,
"m": 0.9355154633522034
},
{
"p": 0.07142873108386993,
"m": 0.4606829285621643
},
{
"p": 0.07142870873212814,
"m": 0.7258177995681763
},
{
"p": 0.0714365690946579,
"m": 0.3486522436141968
},
{
"p": 0.07142870128154755,
"m": 0.9694358110427856
},
{
"p": 0.07145651429891586,
"m": 0.5
},
{
"p": 0.07139114290475845,
"m": 0.5
}
]
},
{
"epoch": 23,
"train_loss": 3.978095054626465,
"val_loss": 1.7339565753936768,
"acc": 37.54,
"time": 274.4956194240367,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145555317401886,
"m": 0.5
},
{
"p": 0.07142425328493118,
"m": 0.5
},
{
"p": 0.07147876918315887,
"m": 0.5
},
{
"p": 0.07141027599573135,
"m": 0.5103880167007446
},
{
"p": 0.07142353057861328,
"m": 0.4433943033218384
},
{
"p": 0.07142070680856705,
"m": 0.6077063679695129
},
{
"p": 0.07143230736255646,
"m": 0.4785972535610199
},
{
"p": 0.07139313220977783,
"m": 0.9361868500709534
},
{
"p": 0.07143787294626236,
"m": 0.4576871991157532
},
{
"p": 0.07144147157669067,
"m": 0.70656818151474
},
{
"p": 0.07140261679887772,
"m": 0.35102546215057373
},
{
"p": 0.07146796584129333,
"m": 0.9872565865516663
},
{
"p": 0.07142623513936996,
"m": 0.5
},
{
"p": 0.07138532400131226,
"m": 0.5
}
]
},
{
"epoch": 24,
"train_loss": 3.7049307823181152,
"val_loss": 1.73563551902771,
"acc": 34.87,
"time": 272.6258164110477,
"mix_dist": 0.5,
"param": [
{
"p": 0.07149891555309296,
"m": 0.5
},
{
"p": 0.07139580696821213,
"m": 0.5
},
{
"p": 0.07143530249595642,
"m": 0.5
},
{
"p": 0.07142587751150131,
"m": 0.4927561581134796
},
{
"p": 0.07147857546806335,
"m": 0.4434233009815216
},
{
"p": 0.07134925574064255,
"m": 0.6193834543228149
},
{
"p": 0.07141951471567154,
"m": 0.48456570506095886
},
{
"p": 0.0714220330119133,
"m": 0.8899778723716736
},
{
"p": 0.07148217409849167,
"m": 0.44968003034591675
},
{
"p": 0.07145831733942032,
"m": 0.7146551012992859
},
{
"p": 0.071485236287117,
"m": 0.3462361991405487
},
{
"p": 0.0714188888669014,
"m": 0.9900116920471191
},
{
"p": 0.07143281400203705,
"m": 0.5
},
{
"p": 0.07129726558923721,
"m": 0.5
}
]
},
{
"epoch": 25,
"train_loss": 3.8779830932617188,
"val_loss": 1.5674251317977905,
"acc": 41.21,
"time": 273.306299666001,
"mix_dist": 0.5,
"param": [
{
"p": 0.07141122221946716,
"m": 0.5
},
{
"p": 0.07144173234701157,
"m": 0.5
},
{
"p": 0.07145325094461441,
"m": 0.5
},
{
"p": 0.07140463590621948,
"m": 0.47908714413642883
},
{
"p": 0.07146565616130829,
"m": 0.4109445810317993
},
{
"p": 0.07142910361289978,
"m": 0.6101871728897095
},
{
"p": 0.07141284644603729,
"m": 0.48486328125
},
{
"p": 0.07146413624286652,
"m": 0.9115734696388245
},
{
"p": 0.07139082998037338,
"m": 0.4343724250793457
},
{
"p": 0.0714062973856926,
"m": 0.6717849373817444
},
{
"p": 0.07146184146404266,
"m": 0.33865275979042053
},
{
"p": 0.07146307080984116,
"m": 0.9904985427856445
},
{
"p": 0.07142742723226547,
"m": 0.5
},
{
"p": 0.07136796414852142,
"m": 0.5
}
]
},
{
"epoch": 26,
"train_loss": 3.960336446762085,
"val_loss": 1.5897465944290161,
"acc": 42.71,
"time": 272.62032800901216,
"mix_dist": 0.5,
"param": [
{
"p": 0.071416936814785,
"m": 0.5
},
{
"p": 0.07144176959991455,
"m": 0.5
},
{
"p": 0.07145147770643234,
"m": 0.5
},
{
"p": 0.07144057005643845,
"m": 0.4868806302547455
},
{
"p": 0.07145950943231583,
"m": 0.4219670593738556
},
{
"p": 0.07139609754085541,
"m": 0.6327260732650757
},
{
"p": 0.07144065201282501,
"m": 0.49623772501945496
},
{
"p": 0.07141420990228653,
"m": 0.8952637314796448
},
{
"p": 0.07143303006887436,
"m": 0.4270130395889282
},
{
"p": 0.0713774636387825,
"m": 0.6911172270774841
},
{
"p": 0.07143007963895798,
"m": 0.3359946012496948
},
{
"p": 0.07143807411193848,
"m": 0.9961615800857544
},
{
"p": 0.07147595286369324,
"m": 0.5
},
{
"p": 0.07138422876596451,
"m": 0.5
}
]
},
{
"epoch": 27,
"train_loss": 3.715177536010742,
"val_loss": 1.5618810653686523,
"acc": 44.58,
"time": 273.3203074330231,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144767045974731,
"m": 0.5
},
{
"p": 0.07139080762863159,
"m": 0.5
},
{
"p": 0.07143039256334305,
"m": 0.5
},
{
"p": 0.07139261066913605,
"m": 0.4821987450122833
},
{
"p": 0.07142682373523712,
"m": 0.4097367227077484
},
{
"p": 0.07146576046943665,
"m": 0.5862781405448914
},
{
"p": 0.07143636792898178,
"m": 0.5045678615570068
},
{
"p": 0.07141131907701492,
"m": 0.8794021606445312
},
{
"p": 0.07142636179924011,
"m": 0.4371468126773834
},
{
"p": 0.07143188267946243,
"m": 0.7083560824394226
},
{
"p": 0.07140728831291199,
"m": 0.3383794128894806
},
{
"p": 0.07147577404975891,
"m": 0.9835694432258606
},
{
"p": 0.07145588099956512,
"m": 0.5
},
{
"p": 0.07140105962753296,
"m": 0.5
}
]
},
{
"epoch": 28,
"train_loss": 3.6073193550109863,
"val_loss": 1.4821248054504395,
"acc": 43.13,
"time": 271.989909542026,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146900147199631,
"m": 0.5
},
{
"p": 0.07141411304473877,
"m": 0.5
},
{
"p": 0.07142207026481628,
"m": 0.5
},
{
"p": 0.07144227623939514,
"m": 0.4657765030860901
},
{
"p": 0.07142720371484756,
"m": 0.3930712938308716
},
{
"p": 0.0714353621006012,
"m": 0.6275869011878967
},
{
"p": 0.07139107584953308,
"m": 0.530735194683075
},
{
"p": 0.07143376767635345,
"m": 0.8615813255310059
},
{
"p": 0.07142993062734604,
"m": 0.43301844596862793
},
{
"p": 0.07144231349229813,
"m": 0.6866270303726196
},
{
"p": 0.07140801846981049,
"m": 0.3360339105129242
},
{
"p": 0.07141327857971191,
"m": 0.999005138874054
},
{
"p": 0.07146088033914566,
"m": 0.5
},
{
"p": 0.07141071557998657,
"m": 0.5
}
]
},
{
"epoch": 29,
"train_loss": 3.371523380279541,
"val_loss": 1.567705512046814,
"acc": 42.1,
"time": 272.6440206259722,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714396983385086,
"m": 0.5
},
{
"p": 0.07138926535844803,
"m": 0.5
},
{
"p": 0.07141460478305817,
"m": 0.5
},
{
"p": 0.07144226133823395,
"m": 0.4477657973766327
},
{
"p": 0.07138513773679733,
"m": 0.36884328722953796
},
{
"p": 0.0713859498500824,
"m": 0.6044065356254578
},
{
"p": 0.07143016904592514,
"m": 0.5448654890060425
},
{
"p": 0.07145863026380539,
"m": 0.8434001803398132
},
{
"p": 0.07143086940050125,
"m": 0.45921820402145386
},
{
"p": 0.07145825773477554,
"m": 0.7017138004302979
},
{
"p": 0.07143227010965347,
"m": 0.35213354229927063
},
{
"p": 0.07148561626672745,
"m": 0.9975351691246033
},
{
"p": 0.07142981141805649,
"m": 0.5
},
{
"p": 0.07141750305891037,
"m": 0.5
}
]
},
{
"epoch": 30,
"train_loss": 3.371479034423828,
"val_loss": 1.4384183883666992,
"acc": 48.47,
"time": 273.438704375003,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714573785662651,
"m": 0.5
},
{
"p": 0.07138709723949432,
"m": 0.5
},
{
"p": 0.07141508162021637,
"m": 0.5
},
{
"p": 0.07143540680408478,
"m": 0.3931143283843994
},
{
"p": 0.07144592702388763,
"m": 0.33995455503463745
},
{
"p": 0.07139211148023605,
"m": 0.6214894652366638
},
{
"p": 0.07146499305963516,
"m": 0.5495718717575073
},
{
"p": 0.07146116346120834,
"m": 0.8002063035964966
},
{
"p": 0.07143862545490265,
"m": 0.4849717617034912
},
{
"p": 0.07144463062286377,
"m": 0.6745278835296631
},
{
"p": 0.07139505445957184,
"m": 0.36040210723876953
},
{
"p": 0.07140444964170456,
"m": 0.9982722401618958
},
{
"p": 0.07144328951835632,
"m": 0.5
},
{
"p": 0.0714147612452507,
"m": 0.5
}
]
},
{
"epoch": 31,
"train_loss": 3.4761600494384766,
"val_loss": 1.5196013450622559,
"acc": 45.93,
"time": 272.5066256559803,
"mix_dist": 0.5,
"param": [
{
"p": 0.07148019224405289,
"m": 0.5
},
{
"p": 0.07137803733348846,
"m": 0.5
},
{
"p": 0.07142289727926254,
"m": 0.5
},
{
"p": 0.07144097983837128,
"m": 0.3664957880973816
},
{
"p": 0.07142259180545807,
"m": 0.34044042229652405
},
{
"p": 0.07143013924360275,
"m": 0.6265888810157776
},
{
"p": 0.07144927233457565,
"m": 0.5547211170196533
},
{
"p": 0.07142411172389984,
"m": 0.7618734240531921
},
{
"p": 0.07142096757888794,
"m": 0.5006240606307983
},
{
"p": 0.07143557816743851,
"m": 0.6412398815155029
},
{
"p": 0.07141133397817612,
"m": 0.37644243240356445
},
{
"p": 0.07140573114156723,
"m": 0.9960767030715942
},
{
"p": 0.0714629516005516,
"m": 0.5
},
{
"p": 0.07141520828008652,
"m": 0.5
}
]
},
{
"epoch": 32,
"train_loss": 3.1197328567504883,
"val_loss": 1.4635992050170898,
"acc": 47.92,
"time": 274.0184458940057,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145374268293381,
"m": 0.5
},
{
"p": 0.07140503823757172,
"m": 0.5
},
{
"p": 0.07141511887311935,
"m": 0.5
},
{
"p": 0.07143200188875198,
"m": 0.38135772943496704
},
{
"p": 0.07141775637865067,
"m": 0.34452101588249207
},
{
"p": 0.07140663266181946,
"m": 0.5992169976234436
},
{
"p": 0.0714103952050209,
"m": 0.5787326097488403
},
{
"p": 0.07140958309173584,
"m": 0.7568905353546143
},
{
"p": 0.07145252078771591,
"m": 0.49593499302864075
},
{
"p": 0.07145930081605911,
"m": 0.6494103074073792
},
{
"p": 0.07141342759132385,
"m": 0.3773060142993927
},
{
"p": 0.07148967683315277,
"m": 1.0
},
{
"p": 0.0714271143078804,
"m": 0.5
},
{
"p": 0.0714077427983284,
"m": 0.5
}
]
},
{
"epoch": 33,
"train_loss": 3.3095576763153076,
"val_loss": 1.512579083442688,
"acc": 50.17,
"time": 271.6819883660064,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714278370141983,
"m": 0.5
},
{
"p": 0.07138977944850922,
"m": 0.5
},
{
"p": 0.0714179202914238,
"m": 0.5
},
{
"p": 0.07147333025932312,
"m": 0.3599354326725006
},
{
"p": 0.07141852378845215,
"m": 0.3308199644088745
},
{
"p": 0.07138682901859283,
"m": 0.6411113142967224
},
{
"p": 0.07142012566328049,
"m": 0.5939649939537048
},
{
"p": 0.07144158333539963,
"m": 0.7157880067825317
},
{
"p": 0.0714389756321907,
"m": 0.5172860622406006
},
{
"p": 0.0714501142501831,
"m": 0.6664465665817261
},
{
"p": 0.07144109159708023,
"m": 0.39325833320617676
},
{
"p": 0.07145892083644867,
"m": 0.9921245574951172
},
{
"p": 0.07143066823482513,
"m": 0.5
},
{
"p": 0.07140430808067322,
"m": 0.5
}
]
},
{
"epoch": 34,
"train_loss": 3.17340087890625,
"val_loss": 1.3238987922668457,
"acc": 51.01,
"time": 272.64606050000293,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146713137626648,
"m": 0.5
},
{
"p": 0.07141867280006409,
"m": 0.5
},
{
"p": 0.07148268073797226,
"m": 0.5
},
{
"p": 0.07139455527067184,
"m": 0.3864383101463318
},
{
"p": 0.0714179277420044,
"m": 0.31971317529678345
},
{
"p": 0.07133875787258148,
"m": 0.6505087018013
},
{
"p": 0.07140901684761047,
"m": 0.6109728813171387
},
{
"p": 0.07142332196235657,
"m": 0.7333305478096008
},
{
"p": 0.0714433491230011,
"m": 0.5377808809280396
},
{
"p": 0.0714918002486229,
"m": 0.6327314376831055
},
{
"p": 0.0714258924126625,
"m": 0.40195149183273315
},
{
"p": 0.07145426422357559,
"m": 1.0
},
{
"p": 0.07144466787576675,
"m": 0.5
},
{
"p": 0.07138799130916595,
"m": 0.5
}
]
},
{
"epoch": 35,
"train_loss": 3.2551238536834717,
"val_loss": 1.442380666732788,
"acc": 50.19,
"time": 273.30644137598574,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143189758062363,
"m": 0.5
},
{
"p": 0.07149671018123627,
"m": 0.5
},
{
"p": 0.07144387066364288,
"m": 0.5
},
{
"p": 0.0714365616440773,
"m": 0.3542141914367676
},
{
"p": 0.07138025760650635,
"m": 0.29003360867500305
},
{
"p": 0.07136554270982742,
"m": 0.627835214138031
},
{
"p": 0.07144604623317719,
"m": 0.6146735548973083
},
{
"p": 0.0714946836233139,
"m": 0.7432113289833069
},
{
"p": 0.07142248749732971,
"m": 0.5603066086769104
},
{
"p": 0.0714581161737442,
"m": 0.597404420375824
},
{
"p": 0.0714435800909996,
"m": 0.41166451573371887
},
{
"p": 0.07141780853271484,
"m": 0.9929128885269165
},
{
"p": 0.07143279165029526,
"m": 0.5
},
{
"p": 0.07132965326309204,
"m": 0.5
}
]
},
{
"epoch": 36,
"train_loss": 3.5388031005859375,
"val_loss": 1.4004701375961304,
"acc": 49.61,
"time": 272.35973920300603,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143903523683548,
"m": 0.5
},
{
"p": 0.07138775289058685,
"m": 0.5
},
{
"p": 0.07146740704774857,
"m": 0.5
},
{
"p": 0.07150189578533173,
"m": 0.372794508934021
},
{
"p": 0.07142755389213562,
"m": 0.3050571382045746
},
{
"p": 0.07135162502527237,
"m": 0.6028748750686646
},
{
"p": 0.07138105481863022,
"m": 0.6121631860733032
},
{
"p": 0.07148625701665878,
"m": 0.658247172832489
},
{
"p": 0.07138931751251221,
"m": 0.5635380744934082
},
{
"p": 0.07141086459159851,
"m": 0.61765056848526
},
{
"p": 0.0713997632265091,
"m": 0.42337876558303833
},
{
"p": 0.07148966938257217,
"m": 0.9417334198951721
},
{
"p": 0.07143306732177734,
"m": 0.5
},
{
"p": 0.07143477350473404,
"m": 0.5
}
]
},
{
"epoch": 37,
"train_loss": 3.059420585632324,
"val_loss": 1.5423325300216675,
"acc": 51.56,
"time": 272.27001532004215,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144325971603394,
"m": 0.5
},
{
"p": 0.07138902693986893,
"m": 0.5
},
{
"p": 0.07144857943058014,
"m": 0.5
},
{
"p": 0.07155922800302505,
"m": 0.3204568326473236
},
{
"p": 0.07141923904418945,
"m": 0.27404308319091797
},
{
"p": 0.07138697057962418,
"m": 0.5947400331497192
},
{
"p": 0.07145066559314728,
"m": 0.5718832015991211
},
{
"p": 0.07138703763484955,
"m": 0.6947375535964966
},
{
"p": 0.07143557816743851,
"m": 0.5609604716300964
},
{
"p": 0.07149148732423782,
"m": 0.6388399600982666
},
{
"p": 0.07137574255466461,
"m": 0.42615219950675964
},
{
"p": 0.0714186355471611,
"m": 0.9685449600219727
},
{
"p": 0.07143030315637589,
"m": 0.5
},
{
"p": 0.07136424630880356,
"m": 0.5
}
]
},
{
"epoch": 38,
"train_loss": 3.299813747406006,
"val_loss": 1.4400091171264648,
"acc": 51.82,
"time": 273.40762878296664,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151142507791519,
"m": 0.5
},
{
"p": 0.07136529684066772,
"m": 0.5
},
{
"p": 0.07146576046943665,
"m": 0.5
},
{
"p": 0.07138313353061676,
"m": 0.3819095194339752
},
{
"p": 0.07144143432378769,
"m": 0.26969918608665466
},
{
"p": 0.07144568115472794,
"m": 0.5784296989440918
},
{
"p": 0.07140763849020004,
"m": 0.5996625423431396
},
{
"p": 0.07137774676084518,
"m": 0.6623549461364746
},
{
"p": 0.0714554563164711,
"m": 0.5733898282051086
},
{
"p": 0.07140713930130005,
"m": 0.652951717376709
},
{
"p": 0.07144159078598022,
"m": 0.42843642830848694
},
{
"p": 0.07148055732250214,
"m": 0.9961840510368347
},
{
"p": 0.07144979387521744,
"m": 0.5
},
{
"p": 0.07136736065149307,
"m": 0.5
}
]
},
{
"epoch": 39,
"train_loss": 3.27370023727417,
"val_loss": 1.2757118940353394,
"acc": 54.11,
"time": 271.90556733799167,
"mix_dist": 0.5,
"param": [
{
"p": 0.07152515649795532,
"m": 0.5
},
{
"p": 0.07138524949550629,
"m": 0.5
},
{
"p": 0.07146564871072769,
"m": 0.5
},
{
"p": 0.07148117572069168,
"m": 0.3706907033920288
},
{
"p": 0.07141698151826859,
"m": 0.2272821068763733
},
{
"p": 0.07140510529279709,
"m": 0.5958740711212158
},
{
"p": 0.07140935212373734,
"m": 0.6008540391921997
},
{
"p": 0.07144904881715775,
"m": 0.6159758567810059
},
{
"p": 0.0714448094367981,
"m": 0.5882371664047241
},
{
"p": 0.07138773798942566,
"m": 0.6806819438934326
},
{
"p": 0.07139217108488083,
"m": 0.4332957863807678
},
{
"p": 0.07143392413854599,
"m": 0.9989837408065796
},
{
"p": 0.07142466306686401,
"m": 0.5
},
{
"p": 0.0713789239525795,
"m": 0.5
}
]
},
{
"epoch": 40,
"train_loss": 3.2325668334960938,
"val_loss": 1.2268714904785156,
"acc": 54.4,
"time": 273.1969958859845,
"mix_dist": 0.5,
"param": [
{
"p": 0.07148142904043198,
"m": 0.5
},
{
"p": 0.07139657437801361,
"m": 0.5
},
{
"p": 0.07144203037023544,
"m": 0.5
},
{
"p": 0.0714452862739563,
"m": 0.35911497473716736
},
{
"p": 0.0714256539940834,
"m": 0.19261209666728973
},
{
"p": 0.07143662124872208,
"m": 0.5541458129882812
},
{
"p": 0.07143474370241165,
"m": 0.6215023994445801
},
{
"p": 0.07140200585126877,
"m": 0.6362505555152893
},
{
"p": 0.071424700319767,
"m": 0.6075061559677124
},
{
"p": 0.07140441238880157,
"m": 0.6872439384460449
},
{
"p": 0.071415014564991,
"m": 0.4519300162792206
},
{
"p": 0.07146098464727402,
"m": 0.9888353943824768
},
{
"p": 0.0714787021279335,
"m": 0.5
},
{
"p": 0.07135183364152908,
"m": 0.5
}
]
},
{
"epoch": 41,
"train_loss": 3.162757396697998,
"val_loss": 1.4326698780059814,
"acc": 53.55,
"time": 273.2859638980008,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143013924360275,
"m": 0.5
},
{
"p": 0.07130889594554901,
"m": 0.5
},
{
"p": 0.0714077353477478,
"m": 0.5
},
{
"p": 0.0714748278260231,
"m": 0.3487110733985901
},
{
"p": 0.07148334383964539,
"m": 0.17662064731121063
},
{
"p": 0.07141828536987305,
"m": 0.5518674850463867
},
{
"p": 0.07147646695375443,
"m": 0.6280496120452881
},
{
"p": 0.07143768668174744,
"m": 0.6703261137008667
},
{
"p": 0.07150483131408691,
"m": 0.6055099964141846
},
{
"p": 0.07146835327148438,
"m": 0.6868261694908142
},
{
"p": 0.07144587486982346,
"m": 0.4549056887626648
},
{
"p": 0.07139774411916733,
"m": 0.9636996388435364
},
{
"p": 0.07144252955913544,
"m": 0.5
},
{
"p": 0.07130332291126251,
"m": 0.5
}
]
},
{
"epoch": 42,
"train_loss": 2.9301083087921143,
"val_loss": 1.1853969097137451,
"acc": 53.16,
"time": 272.43614042102126,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143052667379379,
"m": 0.5
},
{
"p": 0.07140100747346878,
"m": 0.5
},
{
"p": 0.07148081809282303,
"m": 0.5
},
{
"p": 0.07143981754779816,
"m": 0.3539558947086334
},
{
"p": 0.07144417613744736,
"m": 0.18050193786621094
},
{
"p": 0.07139367610216141,
"m": 0.5227468013763428
},
{
"p": 0.07143206149339676,
"m": 0.6616714596748352
},
{
"p": 0.07145866751670837,
"m": 0.7050193548202515
},
{
"p": 0.07141506671905518,
"m": 0.5987604856491089
},
{
"p": 0.07143694162368774,
"m": 0.7135157585144043
},
{
"p": 0.07135201245546341,
"m": 0.46354901790618896
},
{
"p": 0.07151178270578384,
"m": 0.9672253727912903
},
{
"p": 0.07148980349302292,
"m": 0.5
},
{
"p": 0.07131367921829224,
"m": 0.5
}
]
},
{
"epoch": 43,
"train_loss": 2.803335189819336,
"val_loss": 1.1728895902633667,
"acc": 56.9,
"time": 273.8228623799514,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145647704601288,
"m": 0.5
},
{
"p": 0.07140281051397324,
"m": 0.5
},
{
"p": 0.07147984206676483,
"m": 0.5
},
{
"p": 0.07148801535367966,
"m": 0.37240976095199585
},
{
"p": 0.07141023129224777,
"m": 0.19556497037410736
},
{
"p": 0.07137835770845413,
"m": 0.5273445844650269
},
{
"p": 0.07144469022750854,
"m": 0.673090934753418
},
{
"p": 0.07140754163265228,
"m": 0.6871193051338196
},
{
"p": 0.07144642621278763,
"m": 0.6069912910461426
},
{
"p": 0.0714445635676384,
"m": 0.6871787905693054
},
{
"p": 0.07141541689634323,
"m": 0.4598883092403412
},
{
"p": 0.07146982848644257,
"m": 0.9597176313400269
},
{
"p": 0.07143159955739975,
"m": 0.5
},
{
"p": 0.07132419943809509,
"m": 0.5
}
]
},
{
"epoch": 44,
"train_loss": 3.0135467052459717,
"val_loss": 1.2792510986328125,
"acc": 54.67,
"time": 271.10875786002725,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142455875873566,
"m": 0.5
},
{
"p": 0.07138551026582718,
"m": 0.5
},
{
"p": 0.07147754728794098,
"m": 0.5
},
{
"p": 0.07145263999700546,
"m": 0.4058670103549957
},
{
"p": 0.07146011292934418,
"m": 0.19273477792739868
},
{
"p": 0.07138442993164062,
"m": 0.45527055859565735
},
{
"p": 0.07147854566574097,
"m": 0.6793503761291504
},
{
"p": 0.07145337760448456,
"m": 0.680904746055603
},
{
"p": 0.07142312079668045,
"m": 0.6127490997314453
},
{
"p": 0.07135947793722153,
"m": 0.6812222003936768
},
{
"p": 0.07139426469802856,
"m": 0.4804013669490814
},
{
"p": 0.0714462623000145,
"m": 0.9769952297210693
},
{
"p": 0.07149926573038101,
"m": 0.5
},
{
"p": 0.07136087119579315,
"m": 0.5
}
]
},
{
"epoch": 45,
"train_loss": 2.7514584064483643,
"val_loss": 1.2547645568847656,
"acc": 58.57,
"time": 272.19106493203435,
"mix_dist": 0.5,
"param": [
{
"p": 0.07149988412857056,
"m": 0.5
},
{
"p": 0.07140330970287323,
"m": 0.5
},
{
"p": 0.0714329183101654,
"m": 0.5
},
{
"p": 0.07141345739364624,
"m": 0.3629491329193115
},
{
"p": 0.07146189361810684,
"m": 0.22210751473903656
},
{
"p": 0.07140258699655533,
"m": 0.5705633759498596
},
{
"p": 0.07146517187356949,
"m": 0.6982407569885254
},
{
"p": 0.07141489535570145,
"m": 0.6512329578399658
},
{
"p": 0.071415014564991,
"m": 0.6476140022277832
},
{
"p": 0.07148083299398422,
"m": 0.6950526833534241
},
{
"p": 0.07141710072755814,
"m": 0.47343742847442627
},
{
"p": 0.07144834846258163,
"m": 0.9605591297149658
},
{
"p": 0.0714578926563263,
"m": 0.5
},
{
"p": 0.0712866559624672,
"m": 0.5
}
]
},
{
"epoch": 46,
"train_loss": 2.788325309753418,
"val_loss": 1.2322895526885986,
"acc": 56.3,
"time": 271.3652794259833,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714612677693367,
"m": 0.5
},
{
"p": 0.0713116005063057,
"m": 0.5
},
{
"p": 0.07141630351543427,
"m": 0.5
},
{
"p": 0.07147723436355591,
"m": 0.4213508367538452
},
{
"p": 0.0714317038655281,
"m": 0.21605569124221802
},
{
"p": 0.0713619515299797,
"m": 0.6135319471359253
},
{
"p": 0.07146114856004715,
"m": 0.6982654929161072
},
{
"p": 0.07144509255886078,
"m": 0.5751386284828186
},
{
"p": 0.07145536690950394,
"m": 0.6721457242965698
},
{
"p": 0.071529820561409,
"m": 0.7264367938041687
},
{
"p": 0.0714631900191307,
"m": 0.4837731122970581
},
{
"p": 0.07143369317054749,
"m": 0.9689787030220032
},
{
"p": 0.07141830772161484,
"m": 0.5
},
{
"p": 0.07133331149816513,
"m": 0.5
}
]
},
{
"epoch": 47,
"train_loss": 2.7615158557891846,
"val_loss": 1.2643322944641113,
"acc": 57.71,
"time": 272.0404007729958,
"mix_dist": 0.5,
"param": [
{
"p": 0.07149942964315414,
"m": 0.5
},
{
"p": 0.07139059901237488,
"m": 0.5
},
{
"p": 0.07139018177986145,
"m": 0.5
},
{
"p": 0.07142382115125656,
"m": 0.4846145808696747
},
{
"p": 0.07143108546733856,
"m": 0.2396685630083084
},
{
"p": 0.07142641395330429,
"m": 0.6132852435112
},
{
"p": 0.07143708318471909,
"m": 0.7564417719841003
},
{
"p": 0.07142657786607742,
"m": 0.6431289315223694
},
{
"p": 0.07143609970808029,
"m": 0.6905210614204407
},
{
"p": 0.07145252823829651,
"m": 0.7443135976791382
},
{
"p": 0.07141048461198807,
"m": 0.5011116862297058
},
{
"p": 0.07146712392568588,
"m": 0.9476543664932251
},
{
"p": 0.07142451405525208,
"m": 0.5
},
{
"p": 0.07138409465551376,
"m": 0.5
}
]
},
{
"epoch": 48,
"train_loss": 2.6531529426574707,
"val_loss": 1.2715466022491455,
"acc": 58.24,
"time": 272.5705655030324,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145586609840393,
"m": 0.5
},
{
"p": 0.07140497118234634,
"m": 0.5
},
{
"p": 0.07136763632297516,
"m": 0.5
},
{
"p": 0.07145381718873978,
"m": 0.43758633732795715
},
{
"p": 0.0714869275689125,
"m": 0.21290545165538788
},
{
"p": 0.07142641395330429,
"m": 0.6316273808479309
},
{
"p": 0.07147900015115738,
"m": 0.7742994427680969
},
{
"p": 0.07144737988710403,
"m": 0.5969403386116028
},
{
"p": 0.07137226313352585,
"m": 0.693196177482605
},
{
"p": 0.071523018181324,
"m": 0.7339999079704285
},
{
"p": 0.071366086602211,
"m": 0.5114737153053284
},
{
"p": 0.07145632058382034,
"m": 0.9040845036506653
},
{
"p": 0.07147841900587082,
"m": 0.5
},
{
"p": 0.07128187268972397,
"m": 0.5
}
]
},
{
"epoch": 49,
"train_loss": 3.0909366607666016,
"val_loss": 1.233062982559204,
"acc": 59.71,
"time": 272.7775098379934,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143329828977585,
"m": 0.5
},
{
"p": 0.0713820606470108,
"m": 0.5
},
{
"p": 0.0713876411318779,
"m": 0.5
},
{
"p": 0.07152421027421951,
"m": 0.4813039302825928
},
{
"p": 0.07143165916204453,
"m": 0.268327534198761
},
{
"p": 0.07141683250665665,
"m": 0.693904459476471
},
{
"p": 0.07147711515426636,
"m": 0.7344080209732056
},
{
"p": 0.07142918556928635,
"m": 0.6824085712432861
},
{
"p": 0.07146948575973511,
"m": 0.7175254821777344
},
{
"p": 0.07143133878707886,
"m": 0.7431486248970032
},
{
"p": 0.07141341269016266,
"m": 0.5170947313308716
},
{
"p": 0.07142770290374756,
"m": 0.9197480082511902
},
{
"p": 0.07145785540342331,
"m": 0.5
},
{
"p": 0.07131823152303696,
"m": 0.5
}
]
},
{
"epoch": 50,
"train_loss": 2.5904102325439453,
"val_loss": 1.2104713916778564,
"acc": 59.28,
"time": 270.81395653204527,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714799165725708,
"m": 0.5
},
{
"p": 0.07137618213891983,
"m": 0.5
},
{
"p": 0.071441650390625,
"m": 0.5
},
{
"p": 0.0713939294219017,
"m": 0.4897709786891937
},
{
"p": 0.07142014801502228,
"m": 0.26014840602874756
},
{
"p": 0.07139404863119125,
"m": 0.7355867624282837
},
{
"p": 0.07145484536886215,
"m": 0.7438486218452454
},
{
"p": 0.07148505002260208,
"m": 0.8004612922668457
},
{
"p": 0.07141309976577759,
"m": 0.7436604499816895
},
{
"p": 0.07145021855831146,
"m": 0.774799108505249
},
{
"p": 0.07141239941120148,
"m": 0.5243800282478333
},
{
"p": 0.07146916538476944,
"m": 0.9135615825653076
},
{
"p": 0.07147771120071411,
"m": 0.5
},
{
"p": 0.07133163511753082,
"m": 0.5
}
]
},
{
"epoch": 51,
"train_loss": 2.794914722442627,
"val_loss": 1.142953634262085,
"acc": 60.11,
"time": 271.8236741729779,
"mix_dist": 0.5,
"param": [
{
"p": 0.07147402316331863,
"m": 0.5
},
{
"p": 0.07140123099088669,
"m": 0.5
},
{
"p": 0.07143048197031021,
"m": 0.5
},
{
"p": 0.07161163538694382,
"m": 0.5189430117607117
},
{
"p": 0.07138720154762268,
"m": 0.24348857998847961
},
{
"p": 0.07129015773534775,
"m": 0.7251542806625366
},
{
"p": 0.0714186429977417,
"m": 0.688270092010498
},
{
"p": 0.07129643857479095,
"m": 0.8376945853233337
},
{
"p": 0.0715491995215416,
"m": 0.7439389228820801
},
{
"p": 0.07141033560037613,
"m": 0.8053862452507019
},
{
"p": 0.07153256982564926,
"m": 0.5610792636871338
},
{
"p": 0.07147374749183655,
"m": 0.9021883606910706
},
{
"p": 0.07142175734043121,
"m": 0.5
},
{
"p": 0.07130254805088043,
"m": 0.5
}
]
},
{
"epoch": 52,
"train_loss": 2.685938596725464,
"val_loss": 1.1082360744476318,
"acc": 60.4,
"time": 273.8579013280105,
"mix_dist": 0.5,
"param": [
{
"p": 0.071451835334301,
"m": 0.5
},
{
"p": 0.07137525081634521,
"m": 0.5
},
{
"p": 0.07145283371210098,
"m": 0.5
},
{
"p": 0.07147162407636642,
"m": 0.4609789252281189
},
{
"p": 0.0714733675122261,
"m": 0.2046165019273758
},
{
"p": 0.0713898241519928,
"m": 0.7373923063278198
},
{
"p": 0.07140976190567017,
"m": 0.7175288796424866
},
{
"p": 0.07139106839895248,
"m": 0.9490249752998352
},
{
"p": 0.0714387446641922,
"m": 0.7711921334266663
},
{
"p": 0.07149195671081543,
"m": 0.8085182309150696
},
{
"p": 0.0714913085103035,
"m": 0.5831566452980042
},
{
"p": 0.07149897515773773,
"m": 0.9101698398590088
},
{
"p": 0.07134810835123062,
"m": 0.5
},
{
"p": 0.07131531834602356,
"m": 0.5
}
]
},
{
"epoch": 53,
"train_loss": 2.8890061378479004,
"val_loss": 1.2047978639602661,
"acc": 58.01,
"time": 273.84490556898527,
"mix_dist": 0.5,
"param": [
{
"p": 0.07147400826215744,
"m": 0.5
},
{
"p": 0.07147374004125595,
"m": 0.5
},
{
"p": 0.07149077951908112,
"m": 0.5
},
{
"p": 0.07141716778278351,
"m": 0.5274234414100647
},
{
"p": 0.0713997632265091,
"m": 0.24624589085578918
},
{
"p": 0.07126747816801071,
"m": 0.7063205242156982
},
{
"p": 0.07148268073797226,
"m": 0.7558798789978027
},
{
"p": 0.07146314531564713,
"m": 0.9979770183563232
},
{
"p": 0.07151852548122406,
"m": 0.7631508111953735
},
{
"p": 0.07149142771959305,
"m": 0.7441951632499695
},
{
"p": 0.0714549869298935,
"m": 0.5977090001106262
},
{
"p": 0.07134170085191727,
"m": 0.8826504945755005
},
{
"p": 0.0715019628405571,
"m": 0.5
},
{
"p": 0.07122257351875305,
"m": 0.5
}
]
},
{
"epoch": 54,
"train_loss": 2.795834541320801,
"val_loss": 1.1106890439987183,
"acc": 60.91,
"time": 272.7519864499918,
"mix_dist": 0.5,
"param": [
{
"p": 0.07147414237260818,
"m": 0.5
},
{
"p": 0.07144422084093094,
"m": 0.5
},
{
"p": 0.07143139839172363,
"m": 0.5
},
{
"p": 0.07144031673669815,
"m": 0.5711786150932312
},
{
"p": 0.07135981321334839,
"m": 0.23532086610794067
},
{
"p": 0.07149319350719452,
"m": 0.7097694277763367
},
{
"p": 0.07141202688217163,
"m": 0.7649616599082947
},
{
"p": 0.07139488309621811,
"m": 0.9084781408309937
},
{
"p": 0.07149341702461243,
"m": 0.7363942861557007
},
{
"p": 0.07155650854110718,
"m": 0.7502191662788391
},
{
"p": 0.07141868025064468,
"m": 0.6191135048866272
},
{
"p": 0.0714273676276207,
"m": 0.9044678211212158
},
{
"p": 0.07134503871202469,
"m": 0.5
},
{
"p": 0.07130898535251617,
"m": 0.5
}
]
},
{
"epoch": 55,
"train_loss": 2.5646896362304688,
"val_loss": 1.0942405462265015,
"acc": 61.03,
"time": 273.968688693014,
"mix_dist": 0.5,
"param": [
{
"p": 0.07132098078727722,
"m": 0.5
},
{
"p": 0.07138416171073914,
"m": 0.5
},
{
"p": 0.07141470909118652,
"m": 0.5
},
{
"p": 0.07150954753160477,
"m": 0.5728549361228943
},
{
"p": 0.07144475728273392,
"m": 0.1926848590373993
},
{
"p": 0.07131603360176086,
"m": 0.7722870707511902
},
{
"p": 0.07146168500185013,
"m": 0.7754123210906982
},
{
"p": 0.07150555402040482,
"m": 0.9349868893623352
},
{
"p": 0.07141117751598358,
"m": 0.7591755986213684
},
{
"p": 0.07152697443962097,
"m": 0.7328701019287109
},
{
"p": 0.07135044038295746,
"m": 0.6358208060264587
},
{
"p": 0.07151691615581512,
"m": 0.9644749760627747
},
{
"p": 0.07147635519504547,
"m": 0.5
},
{
"p": 0.071360744535923,
"m": 0.5
}
]
},
{
"epoch": 56,
"train_loss": 2.9022367000579834,
"val_loss": 1.165784478187561,
"acc": 62.39,
"time": 272.98959377297433,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715503990650177,
"m": 0.5
},
{
"p": 0.07135581970214844,
"m": 0.5
},
{
"p": 0.07139495015144348,
"m": 0.5
},
{
"p": 0.07153009623289108,
"m": 0.6172874569892883
},
{
"p": 0.07150304317474365,
"m": 0.15194232761859894
},
{
"p": 0.07124621421098709,
"m": 0.7736452221870422
},
{
"p": 0.07153294235467911,
"m": 0.7383167147636414
},
{
"p": 0.07145465165376663,
"m": 0.8946846127510071
},
{
"p": 0.07143519818782806,
"m": 0.7414563298225403
},
{
"p": 0.07142957299947739,
"m": 0.8402561545372009
},
{
"p": 0.07142704725265503,
"m": 0.6633202433586121
},
{
"p": 0.07145319879055023,
"m": 0.9663411974906921
},
{
"p": 0.07147494703531265,
"m": 0.5
},
{
"p": 0.07121187448501587,
"m": 0.5
}
]
},
{
"epoch": 57,
"train_loss": 2.494180202484131,
"val_loss": 1.1289026737213135,
"acc": 61.63,
"time": 271.75797875999706,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714326724410057,
"m": 0.5
},
{
"p": 0.07148109376430511,
"m": 0.5
},
{
"p": 0.07144289463758469,
"m": 0.5
},
{
"p": 0.0714208111166954,
"m": 0.6394373178482056
},
{
"p": 0.07146185636520386,
"m": 0.20538638532161713
},
{
"p": 0.07134529948234558,
"m": 0.8226568102836609
},
{
"p": 0.07149872183799744,
"m": 0.7108356356620789
},
{
"p": 0.07140015065670013,
"m": 0.9804112315177917
},
{
"p": 0.07148892432451248,
"m": 0.7727372050285339
},
{
"p": 0.07133397459983826,
"m": 0.9185566306114197
},
{
"p": 0.07145959138870239,
"m": 0.6656281352043152
},
{
"p": 0.07143668085336685,
"m": 0.9644111394882202
},
{
"p": 0.07138426601886749,
"m": 0.5
},
{
"p": 0.0714130625128746,
"m": 0.5
}
]
},
{
"epoch": 58,
"train_loss": 2.3858072757720947,
"val_loss": 1.0729345083236694,
"acc": 61.14,
"time": 274.5045770909637,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150653004646301,
"m": 0.5
},
{
"p": 0.07137411087751389,
"m": 0.5
},
{
"p": 0.07142334431409836,
"m": 0.5
},
{
"p": 0.07145757973194122,
"m": 0.6735956072807312
},
{
"p": 0.07143043726682663,
"m": 0.2557277977466583
},
{
"p": 0.0713513195514679,
"m": 0.813511848449707
},
{
"p": 0.0714610368013382,
"m": 0.7574494481086731
},
{
"p": 0.07142721861600876,
"m": 0.9945576786994934
},
{
"p": 0.07150440663099289,
"m": 0.759171724319458
},
{
"p": 0.07144127786159515,
"m": 0.8903532028198242
},
{
"p": 0.07145431637763977,
"m": 0.6665670871734619
},
{
"p": 0.07138900458812714,
"m": 0.9786214828491211
},
{
"p": 0.07147015631198883,
"m": 0.5
},
{
"p": 0.07130927592515945,
"m": 0.5
}
]
},
{
"epoch": 59,
"train_loss": 2.3205628395080566,
"val_loss": 1.1030757427215576,
"acc": 61.52,
"time": 273.2995121370186,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151783257722855,
"m": 0.5
},
{
"p": 0.07137899845838547,
"m": 0.5
},
{
"p": 0.07138128578662872,
"m": 0.5
},
{
"p": 0.07139064371585846,
"m": 0.6742837429046631
},
{
"p": 0.07136256247758865,
"m": 0.2761184573173523
},
{
"p": 0.07133744657039642,
"m": 0.7757757902145386
},
{
"p": 0.0715297982096672,
"m": 0.8201141953468323
},
{
"p": 0.07138770818710327,
"m": 1.0
},
{
"p": 0.07157540321350098,
"m": 0.7331154942512512
},
{
"p": 0.07141013443470001,
"m": 0.8936274647712708
},
{
"p": 0.07147963345050812,
"m": 0.6792396903038025
},
{
"p": 0.07141444832086563,
"m": 0.9891687035560608
},
{
"p": 0.07154908031225204,
"m": 0.5
},
{
"p": 0.07128501683473587,
"m": 0.5
}
]
},
{
"epoch": 60,
"train_loss": 2.5623531341552734,
"val_loss": 1.093851923942566,
"acc": 62.22,
"time": 273.00669783196645,
"mix_dist": 0.5,
"param": [
{
"p": 0.07144080847501755,
"m": 0.5
},
{
"p": 0.07135683298110962,
"m": 0.5
},
{
"p": 0.0714016705751419,
"m": 0.5
},
{
"p": 0.07150059193372726,
"m": 0.7608954310417175
},
{
"p": 0.07140203565359116,
"m": 0.29352083802223206
},
{
"p": 0.07142886519432068,
"m": 0.7113527655601501
},
{
"p": 0.07150430232286453,
"m": 0.8434110879898071
},
{
"p": 0.07148712128400803,
"m": 1.0
},
{
"p": 0.07149572670459747,
"m": 0.742821216583252
},
{
"p": 0.07141724973917007,
"m": 0.8908262252807617
},
{
"p": 0.07141561806201935,
"m": 0.6720149517059326
},
{
"p": 0.07150144875049591,
"m": 0.9315571784973145
},
{
"p": 0.07143096625804901,
"m": 0.5
},
{
"p": 0.07121678441762924,
"m": 0.5
}
]
},
{
"epoch": 61,
"train_loss": 2.286939859390259,
"val_loss": 1.042065978050232,
"acc": 61.92,
"time": 272.5286289890064,
"mix_dist": 0.5,
"param": [
{
"p": 0.07148732990026474,
"m": 0.5
},
{
"p": 0.07136382907629013,
"m": 0.5
},
{
"p": 0.0713941901922226,
"m": 0.5
},
{
"p": 0.07145000994205475,
"m": 0.8036630749702454
},
{
"p": 0.07143668830394745,
"m": 0.26838943362236023
},
{
"p": 0.07138808071613312,
"m": 0.7575928568840027
},
{
"p": 0.0714472159743309,
"m": 0.8872298002243042
},
{
"p": 0.07140721380710602,
"m": 0.997681200504303
},
{
"p": 0.07153662294149399,
"m": 0.7552699446678162
},
{
"p": 0.0714903250336647,
"m": 0.8656139373779297
},
{
"p": 0.07147648185491562,
"m": 0.6719605326652527
},
{
"p": 0.07137314230203629,
"m": 0.934154212474823
},
{
"p": 0.0714535117149353,
"m": 0.5
},
{
"p": 0.07129538804292679,
"m": 0.5
}
]
},
{
"epoch": 62,
"train_loss": 2.7514891624450684,
"val_loss": 1.0943788290023804,
"acc": 62.58,
"time": 272.417438303004,
"mix_dist": 0.5,
"param": [
{
"p": 0.07149406522512436,
"m": 0.5
},
{
"p": 0.07137491554021835,
"m": 0.5
},
{
"p": 0.07148216664791107,
"m": 0.5
},
{
"p": 0.07149127870798111,
"m": 0.9183762669563293
},
{
"p": 0.07142607122659683,
"m": 0.27127450704574585
},
{
"p": 0.07137834280729294,
"m": 0.7373917102813721
},
{
"p": 0.07150312513113022,
"m": 0.9069395661354065
},
{
"p": 0.07137995958328247,
"m": 0.9138317108154297
},
{
"p": 0.07152971625328064,
"m": 0.7557897567749023
},
{
"p": 0.07130598276853561,
"m": 0.8863010406494141
},
{
"p": 0.07144004851579666,
"m": 0.6659219264984131
},
{
"p": 0.07151360809803009,
"m": 0.9550163745880127
},
{
"p": 0.07139769941568375,
"m": 0.5
},
{
"p": 0.0712830200791359,
"m": 0.5
}
]
},
{
"epoch": 63,
"train_loss": 2.5286903381347656,
"val_loss": 1.0198965072631836,
"acc": 63.15,
"time": 272.9552815390052,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145990431308746,
"m": 0.5
},
{
"p": 0.07135111093521118,
"m": 0.5
},
{
"p": 0.071446992456913,
"m": 0.5
},
{
"p": 0.07146535813808441,
"m": 0.9143382906913757
},
{
"p": 0.07150580734014511,
"m": 0.2110261768102646
},
{
"p": 0.07136697322130203,
"m": 0.7331051826477051
},
{
"p": 0.07145803421735764,
"m": 0.8826929926872253
},
{
"p": 0.07136733084917068,
"m": 0.9370033740997314
},
{
"p": 0.07156023383140564,
"m": 0.7511162161827087
},
{
"p": 0.07145474851131439,
"m": 0.9405372142791748
},
{
"p": 0.07140100747346878,
"m": 0.6765792965888977
},
{
"p": 0.07146366685628891,
"m": 0.9734827280044556
},
{
"p": 0.07146488130092621,
"m": 0.5
},
{
"p": 0.07123395055532455,
"m": 0.5
}
]
},
{
"epoch": 64,
"train_loss": 2.5372045040130615,
"val_loss": 1.1438841819763184,
"acc": 63.67,
"time": 273.27256482699886,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146903872489929,
"m": 0.5
},
{
"p": 0.07139337807893753,
"m": 0.5
},
{
"p": 0.07147825509309769,
"m": 0.5
},
{
"p": 0.07146506011486053,
"m": 0.9618045687675476
},
{
"p": 0.0714614987373352,
"m": 0.23387254774570465
},
{
"p": 0.07139337062835693,
"m": 0.7045912146568298
},
{
"p": 0.07136794179677963,
"m": 0.8919520378112793
},
{
"p": 0.07137614488601685,
"m": 0.8793008923530579
},
{
"p": 0.07142561674118042,
"m": 0.777160108089447
},
{
"p": 0.07154998183250427,
"m": 0.9359161853790283
},
{
"p": 0.07141216099262238,
"m": 0.6980666518211365
},
{
"p": 0.07142914086580276,
"m": 0.9778645038604736
},
{
"p": 0.07143024355173111,
"m": 0.5
},
{
"p": 0.0713481605052948,
"m": 0.5
}
]
},
{
"epoch": 65,
"train_loss": 2.645451068878174,
"val_loss": 1.120437741279602,
"acc": 61.3,
"time": 273.2334318039939,
"mix_dist": 0.5,
"param": [
{
"p": 0.07141738384962082,
"m": 0.5
},
{
"p": 0.07135158032178879,
"m": 0.5
},
{
"p": 0.0714610293507576,
"m": 0.5
},
{
"p": 0.0713590607047081,
"m": 0.9244040846824646
},
{
"p": 0.07131792604923248,
"m": 0.350587397813797
},
{
"p": 0.07134916633367538,
"m": 0.6578744649887085
},
{
"p": 0.07148260623216629,
"m": 0.8693629503250122
},
{
"p": 0.07159692794084549,
"m": 0.8826426267623901
},
{
"p": 0.07147417217493057,
"m": 0.7719618678092957
},
{
"p": 0.07134508341550827,
"m": 0.9685459733009338
},
{
"p": 0.07138969749212265,
"m": 0.6825671195983887
},
{
"p": 0.07151738554239273,
"m": 0.9755658507347107
},
{
"p": 0.07174742221832275,
"m": 0.5
},
{
"p": 0.07119056582450867,
"m": 0.5
}
]
},
{
"epoch": 66,
"train_loss": 2.660487413406372,
"val_loss": 1.1060062646865845,
"acc": 62.72,
"time": 273.54188200301724,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143275439739227,
"m": 0.5
},
{
"p": 0.07140550762414932,
"m": 0.5
},
{
"p": 0.07156302779912949,
"m": 0.5
},
{
"p": 0.07140299677848816,
"m": 1.0
},
{
"p": 0.07137396931648254,
"m": 0.3557249903678894
},
{
"p": 0.07140303403139114,
"m": 0.6124647855758667
},
{
"p": 0.07139632105827332,
"m": 0.8204017281532288
},
{
"p": 0.07136718183755875,
"m": 0.9049598574638367
},
{
"p": 0.0714809000492096,
"m": 0.7852638363838196
},
{
"p": 0.07152096927165985,
"m": 0.9932176470756531
},
{
"p": 0.0714297741651535,
"m": 0.6987853646278381
},
{
"p": 0.07145417481660843,
"m": 0.9863234162330627
},
{
"p": 0.07147933542728424,
"m": 0.5
},
{
"p": 0.07129007577896118,
"m": 0.5
}
]
},
{
"epoch": 67,
"train_loss": 2.5937259197235107,
"val_loss": 1.078055739402771,
"acc": 63.76,
"time": 273.0027444009902,
"mix_dist": 0.5,
"param": [
{
"p": 0.07138929516077042,
"m": 0.5
},
{
"p": 0.07137531787157059,
"m": 0.5
},
{
"p": 0.07145471125841141,
"m": 0.5
},
{
"p": 0.07147013396024704,
"m": 0.9972753524780273
},
{
"p": 0.07139657437801361,
"m": 0.32549405097961426
},
{
"p": 0.07141391187906265,
"m": 0.6968157887458801
},
{
"p": 0.07138032466173172,
"m": 0.7891630530357361
},
{
"p": 0.0713956207036972,
"m": 0.8813192248344421
},
{
"p": 0.07158131152391434,
"m": 0.7815824747085571
},
{
"p": 0.07135957479476929,
"m": 0.9560714960098267
},
{
"p": 0.07148794829845428,
"m": 0.6806380748748779
},
{
"p": 0.0714978352189064,
"m": 0.9493268728256226
},
{
"p": 0.07156187295913696,
"m": 0.5
},
{
"p": 0.07123559713363647,
"m": 0.5
}
]
},
{
"epoch": 68,
"train_loss": 2.522953987121582,
"val_loss": 1.0892537832260132,
"acc": 63.11,
"time": 271.91518506902503,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145173102617264,
"m": 0.5
},
{
"p": 0.07131946831941605,
"m": 0.5
},
{
"p": 0.07142998278141022,
"m": 0.5
},
{
"p": 0.07149665057659149,
"m": 0.9975730180740356
},
{
"p": 0.071437768638134,
"m": 0.3476041257381439
},
{
"p": 0.07139414548873901,
"m": 0.6775052547454834
},
{
"p": 0.07154426723718643,
"m": 0.9195252060890198
},
{
"p": 0.07136251032352448,
"m": 0.9860243797302246
},
{
"p": 0.07143938541412354,
"m": 0.7793303728103638
},
{
"p": 0.07143881171941757,
"m": 0.9332407712936401
},
{
"p": 0.07143935561180115,
"m": 0.6744198799133301
},
{
"p": 0.07142937183380127,
"m": 0.9493755102157593
},
{
"p": 0.07149825245141983,
"m": 0.5
},
{
"p": 0.07131826877593994,
"m": 0.5
}
]
},
{
"epoch": 69,
"train_loss": 2.390209197998047,
"val_loss": 1.052290439605713,
"acc": 62.86,
"time": 272.7884229479823,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714280903339386,
"m": 0.5
},
{
"p": 0.07131053507328033,
"m": 0.5
},
{
"p": 0.0714779645204544,
"m": 0.5
},
{
"p": 0.07150229811668396,
"m": 0.9582985639572144
},
{
"p": 0.07137371599674225,
"m": 0.3089563250541687
},
{
"p": 0.07132183015346527,
"m": 0.7292667627334595
},
{
"p": 0.07154406607151031,
"m": 0.9800025820732117
},
{
"p": 0.07145420461893082,
"m": 1.0
},
{
"p": 0.07148990035057068,
"m": 0.7750259041786194
},
{
"p": 0.07152512669563293,
"m": 0.924557626247406
},
{
"p": 0.0715196505188942,
"m": 0.677054762840271
},
{
"p": 0.07134009152650833,
"m": 0.9603459239006042
},
{
"p": 0.07136671245098114,
"m": 0.5
},
{
"p": 0.07134577631950378,
"m": 0.5
}
]
},
{
"epoch": 70,
"train_loss": 2.7000160217285156,
"val_loss": 0.9802196621894836,
"acc": 64.9,
"time": 272.1837751180283,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150258868932724,
"m": 0.5
},
{
"p": 0.07131367176771164,
"m": 0.5
},
{
"p": 0.07147170603275299,
"m": 0.5
},
{
"p": 0.0713377520442009,
"m": 0.9771619439125061
},
{
"p": 0.0713987648487091,
"m": 0.3952594995498657
},
{
"p": 0.0713767558336258,
"m": 0.758074164390564
},
{
"p": 0.07138899713754654,
"m": 0.9898297190666199
},
{
"p": 0.07141935080289841,
"m": 0.9762457609176636
},
{
"p": 0.07146681100130081,
"m": 0.7639592289924622
},
{
"p": 0.07157089561223984,
"m": 0.9225773811340332
},
{
"p": 0.07147481292486191,
"m": 0.7061375379562378
},
{
"p": 0.07144392281770706,
"m": 0.9819366931915283
},
{
"p": 0.07149995863437653,
"m": 0.5
},
{
"p": 0.07133394479751587,
"m": 0.5
}
]
},
{
"epoch": 71,
"train_loss": 2.6049718856811523,
"val_loss": 1.084395408630371,
"acc": 65.63,
"time": 272.6904315149877,
"mix_dist": 0.5,
"param": [
{
"p": 0.071612648665905,
"m": 0.5
},
{
"p": 0.07126189768314362,
"m": 0.5
},
{
"p": 0.07144353538751602,
"m": 0.5
},
{
"p": 0.07132831960916519,
"m": 0.983971118927002
},
{
"p": 0.07141240686178207,
"m": 0.42520639300346375
},
{
"p": 0.07137428969144821,
"m": 0.7802009582519531
},
{
"p": 0.07146725803613663,
"m": 0.9593238234519958
},
{
"p": 0.07146204262971878,
"m": 0.95728600025177
},
{
"p": 0.07147815823554993,
"m": 0.7681783437728882
},
{
"p": 0.0714285597205162,
"m": 0.9101129174232483
},
{
"p": 0.07144185155630112,
"m": 0.7039079070091248
},
{
"p": 0.07154089212417603,
"m": 0.9542291760444641
},
{
"p": 0.07156498730182648,
"m": 0.5
},
{
"p": 0.07118310779333115,
"m": 0.5
}
]
},
{
"epoch": 72,
"train_loss": 2.229494094848633,
"val_loss": 1.0290985107421875,
"acc": 65.23,
"time": 274.00953840999864,
"mix_dist": 0.5,
"param": [
{
"p": 0.07156986743211746,
"m": 0.5
},
{
"p": 0.07134071737527847,
"m": 0.5
},
{
"p": 0.07148706912994385,
"m": 0.5
},
{
"p": 0.07147388905286789,
"m": 0.9601631760597229
},
{
"p": 0.0714365616440773,
"m": 0.49719271063804626
},
{
"p": 0.07120531797409058,
"m": 0.7926123142242432
},
{
"p": 0.07147591561079025,
"m": 0.965569794178009
},
{
"p": 0.07145584374666214,
"m": 0.9618200063705444
},
{
"p": 0.07151711732149124,
"m": 0.7597472667694092
},
{
"p": 0.07142698019742966,
"m": 0.8783135414123535
},
{
"p": 0.07130444049835205,
"m": 0.6876353621482849
},
{
"p": 0.0715642124414444,
"m": 0.9406591057777405
},
{
"p": 0.07149071246385574,
"m": 0.5
},
{
"p": 0.07125138491392136,
"m": 0.5
}
]
},
{
"epoch": 73,
"train_loss": 2.8283307552337646,
"val_loss": 0.9576987028121948,
"acc": 65.94,
"time": 272.6540638980223,
"mix_dist": 0.5,
"param": [
{
"p": 0.07128413021564484,
"m": 0.5
},
{
"p": 0.07131636142730713,
"m": 0.5
},
{
"p": 0.07145951688289642,
"m": 0.5
},
{
"p": 0.07139811664819717,
"m": 0.9992075562477112
},
{
"p": 0.07145567983388901,
"m": 0.5438262820243835
},
{
"p": 0.071433424949646,
"m": 0.7877830266952515
},
{
"p": 0.07153211534023285,
"m": 1.0
},
{
"p": 0.07136102765798569,
"m": 1.0
},
{
"p": 0.07141854614019394,
"m": 0.772137463092804
},
{
"p": 0.07150450348854065,
"m": 0.8520729541778564
},
{
"p": 0.07168000936508179,
"m": 0.7093837261199951
},
{
"p": 0.07142997533082962,
"m": 1.0
},
{
"p": 0.07133644819259644,
"m": 0.5
},
{
"p": 0.07139016687870026,
"m": 0.5
}
]
},
{
"epoch": 74,
"train_loss": 2.4452500343322754,
"val_loss": 0.8738163709640503,
"acc": 64.65,
"time": 274.87156574003166,
"mix_dist": 0.5,
"param": [
{
"p": 0.07152576744556427,
"m": 0.5
},
{
"p": 0.07113001495599747,
"m": 0.5
},
{
"p": 0.07165291905403137,
"m": 0.5
},
{
"p": 0.07122588157653809,
"m": 0.979554295539856
},
{
"p": 0.07145603746175766,
"m": 0.5265728831291199
},
{
"p": 0.07146152853965759,
"m": 0.7510258555412292
},
{
"p": 0.07142355293035507,
"m": 0.9930626153945923
},
{
"p": 0.07156112045049667,
"m": 1.0
},
{
"p": 0.07140036672353745,
"m": 0.8118498921394348
},
{
"p": 0.07134580612182617,
"m": 0.9237926006317139
},
{
"p": 0.07150211930274963,
"m": 0.7332943081855774
},
{
"p": 0.07166182994842529,
"m": 0.9984943866729736
},
{
"p": 0.07153236865997314,
"m": 0.5
},
{
"p": 0.07112070918083191,
"m": 0.5
}
]
},
{
"epoch": 75,
"train_loss": 2.605602264404297,
"val_loss": 1.0611051321029663,
"acc": 64.6,
"time": 273.8942385200062,
"mix_dist": 0.5,
"param": [
{
"p": 0.07136981934309006,
"m": 0.5
},
{
"p": 0.0711793527007103,
"m": 0.5
},
{
"p": 0.07148710638284683,
"m": 0.5
},
{
"p": 0.07156181335449219,
"m": 0.9320680499076843
},
{
"p": 0.07140466570854187,
"m": 0.623116135597229
},
{
"p": 0.07145601511001587,
"m": 0.7530412077903748
},
{
"p": 0.0714607909321785,
"m": 0.962122917175293
},
{
"p": 0.07158969342708588,
"m": 0.9709293842315674
},
{
"p": 0.07145044952630997,
"m": 0.8215119242668152
},
{
"p": 0.07141004502773285,
"m": 0.973330020904541
},
{
"p": 0.07123760133981705,
"m": 0.7487395405769348
},
{
"p": 0.0714896023273468,
"m": 1.0
},
{
"p": 0.07158173620700836,
"m": 0.5
},
{
"p": 0.0713212862610817,
"m": 0.5
}
]
},
{
"epoch": 76,
"train_loss": 2.2462103366851807,
"val_loss": 0.9774747490882874,
"acc": 65.26,
"time": 273.2281011880259,
"mix_dist": 0.5,
"param": [
{
"p": 0.07157570868730545,
"m": 0.5
},
{
"p": 0.07128219306468964,
"m": 0.5
},
{
"p": 0.07147247344255447,
"m": 0.5
},
{
"p": 0.07139445841312408,
"m": 0.9989327788352966
},
{
"p": 0.07131477445363998,
"m": 0.6345313787460327
},
{
"p": 0.07133267819881439,
"m": 0.751072347164154
},
{
"p": 0.07147381454706192,
"m": 0.9364280104637146
},
{
"p": 0.07146526128053665,
"m": 0.9809339046478271
},
{
"p": 0.07139378041028976,
"m": 0.8172094821929932
},
{
"p": 0.07154933363199234,
"m": 0.8603679537773132
},
{
"p": 0.07141094654798508,
"m": 0.7430693507194519
},
{
"p": 0.07150349766016006,
"m": 1.0
},
{
"p": 0.07149149477481842,
"m": 0.5
},
{
"p": 0.07133957743644714,
"m": 0.5
}
]
},
{
"epoch": 77,
"train_loss": 2.4110429286956787,
"val_loss": 1.0142552852630615,
"acc": 65.68,
"time": 271.6994781169924,
"mix_dist": 0.5,
"param": [
{
"p": 0.07161195576190948,
"m": 0.5
},
{
"p": 0.0714685320854187,
"m": 0.5
},
{
"p": 0.071417436003685,
"m": 0.5
},
{
"p": 0.07148723304271698,
"m": 0.9906878471374512
},
{
"p": 0.0712037906050682,
"m": 0.6944872140884399
},
{
"p": 0.071340411901474,
"m": 0.7729187607765198
},
{
"p": 0.07131034135818481,
"m": 1.0
},
{
"p": 0.0713694840669632,
"m": 1.0
},
{
"p": 0.0714351162314415,
"m": 0.7771972417831421
},
{
"p": 0.07138785719871521,
"m": 0.8689086437225342
},
{
"p": 0.07153894752264023,
"m": 0.731283962726593
},
{
"p": 0.07151439040899277,
"m": 0.9917768836021423
},
{
"p": 0.07161454856395721,
"m": 0.5
},
{
"p": 0.07129998505115509,
"m": 0.5
}
]
},
{
"epoch": 78,
"train_loss": 2.4614639282226562,
"val_loss": 1.047241449356079,
"acc": 64.21,
"time": 273.46537342696683,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143191248178482,
"m": 0.5
},
{
"p": 0.07119336724281311,
"m": 0.5
},
{
"p": 0.07139210402965546,
"m": 0.5
},
{
"p": 0.07154525816440582,
"m": 0.9660797715187073
},
{
"p": 0.0713922381401062,
"m": 0.6588292121887207
},
{
"p": 0.0711263045668602,
"m": 0.8289313316345215
},
{
"p": 0.07154472917318344,
"m": 0.9943470358848572
},
{
"p": 0.07148247957229614,
"m": 0.987099826335907
},
{
"p": 0.07136900722980499,
"m": 0.7751592993736267
},
{
"p": 0.07151905447244644,
"m": 0.9218949675559998
},
{
"p": 0.07155005633831024,
"m": 0.7231533527374268
},
{
"p": 0.07163061946630478,
"m": 0.9988755583763123
},
{
"p": 0.0715382769703865,
"m": 0.5
},
{
"p": 0.07128454744815826,
"m": 0.5
}
]
},
{
"epoch": 79,
"train_loss": 2.264491558074951,
"val_loss": 1.0821385383605957,
"acc": 64.74,
"time": 272.7279898810084,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146860659122467,
"m": 0.5
},
{
"p": 0.07147888839244843,
"m": 0.5
},
{
"p": 0.07160483300685883,
"m": 0.5
},
{
"p": 0.07130950689315796,
"m": 1.0
},
{
"p": 0.07142134010791779,
"m": 0.6201900243759155
},
{
"p": 0.071431964635849,
"m": 0.766917884349823
},
{
"p": 0.07158280164003372,
"m": 1.0
},
{
"p": 0.07111775130033493,
"m": 0.9916362762451172
},
{
"p": 0.07149442285299301,
"m": 0.7879889011383057
},
{
"p": 0.07146190106868744,
"m": 0.9095495343208313
},
{
"p": 0.0717066079378128,
"m": 0.6972739100456238
},
{
"p": 0.07123362272977829,
"m": 0.99470454454422
},
{
"p": 0.0714285746216774,
"m": 0.5
},
{
"p": 0.07125912606716156,
"m": 0.5
}
]
},
{
"epoch": 80,
"train_loss": 2.2652692794799805,
"val_loss": 0.9819976091384888,
"acc": 66.31,
"time": 271.5183315179893,
"mix_dist": 0.5,
"param": [
{
"p": 0.07152372598648071,
"m": 0.5
},
{
"p": 0.07137881964445114,
"m": 0.5
},
{
"p": 0.07145693153142929,
"m": 0.5
},
{
"p": 0.0714409127831459,
"m": 1.0
},
{
"p": 0.07124170660972595,
"m": 0.49255937337875366
},
{
"p": 0.07126463204622269,
"m": 0.7086541652679443
},
{
"p": 0.07153160125017166,
"m": 0.9652789235115051
},
{
"p": 0.07137804478406906,
"m": 0.998826801776886
},
{
"p": 0.07158946245908737,
"m": 0.788516104221344
},
{
"p": 0.07155486196279526,
"m": 1.0
},
{
"p": 0.07143102586269379,
"m": 0.6922491788864136
},
{
"p": 0.07164986431598663,
"m": 0.9863412976264954
},
{
"p": 0.07136259227991104,
"m": 0.5
},
{
"p": 0.07119585573673248,
"m": 0.5
}
]
},
{
"epoch": 81,
"train_loss": 2.4245333671569824,
"val_loss": 0.9352070093154907,
"acc": 65.06,
"time": 273.3753785950248,
"mix_dist": 0.5,
"param": [
{
"p": 0.07139619439840317,
"m": 0.5
},
{
"p": 0.07146578282117844,
"m": 0.5
},
{
"p": 0.07143400609493256,
"m": 0.5
},
{
"p": 0.07148323953151703,
"m": 0.9999727606773376
},
{
"p": 0.07159940898418427,
"m": 0.49845707416534424
},
{
"p": 0.0712241530418396,
"m": 0.5765525102615356
},
{
"p": 0.07128328830003738,
"m": 0.9288631677627563
},
{
"p": 0.07152450829744339,
"m": 0.9960198998451233
},
{
"p": 0.07136207818984985,
"m": 0.8539222478866577
},
{
"p": 0.07143812626600266,
"m": 0.936189591884613
},
{
"p": 0.07163435220718384,
"m": 0.6938585638999939
},
{
"p": 0.07147789746522903,
"m": 0.9662353992462158
},
{
"p": 0.07145513594150543,
"m": 0.5
},
{
"p": 0.07122179120779037,
"m": 0.5
}
]
},
{
"epoch": 82,
"train_loss": 2.362138509750366,
"val_loss": 0.9163820147514343,
"acc": 65.22,
"time": 272.3541230019764,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151929289102554,
"m": 0.5
},
{
"p": 0.07112444192171097,
"m": 0.5
},
{
"p": 0.07154203206300735,
"m": 0.5
},
{
"p": 0.07146982103586197,
"m": 0.9954350590705872
},
{
"p": 0.07141368091106415,
"m": 0.6295044422149658
},
{
"p": 0.0712018609046936,
"m": 0.5435627698898315
},
{
"p": 0.07141108810901642,
"m": 0.9083215594291687
},
{
"p": 0.07141465693712234,
"m": 0.9271523952484131
},
{
"p": 0.07141417264938354,
"m": 0.8636279702186584
},
{
"p": 0.07157342880964279,
"m": 0.9044350981712341
},
{
"p": 0.07166022807359695,
"m": 0.7188256978988647
},
{
"p": 0.07152391225099564,
"m": 0.9732377529144287
},
{
"p": 0.07155553996562958,
"m": 0.5
},
{
"p": 0.07117579132318497,
"m": 0.5
}
]
},
{
"epoch": 83,
"train_loss": 2.6940975189208984,
"val_loss": 0.8911174535751343,
"acc": 66.19,
"time": 273.35287860699464,
"mix_dist": 0.5,
"param": [
{
"p": 0.07159323245286942,
"m": 0.5
},
{
"p": 0.07140134274959564,
"m": 0.5
},
{
"p": 0.07155817002058029,
"m": 0.5
},
{
"p": 0.07134409248828888,
"m": 1.0
},
{
"p": 0.07133141905069351,
"m": 0.5948235988616943
},
{
"p": 0.07138942927122116,
"m": 0.6879989504814148
},
{
"p": 0.07161563634872437,
"m": 1.0
},
{
"p": 0.0712316632270813,
"m": 0.958544135093689
},
{
"p": 0.0714135468006134,
"m": 0.801003634929657
},
{
"p": 0.07151135057210922,
"m": 0.7727966904640198
},
{
"p": 0.07146736234426498,
"m": 0.7459782361984253
},
{
"p": 0.07141578942537308,
"m": 0.9986041784286499
},
{
"p": 0.07149701565504074,
"m": 0.5
},
{
"p": 0.07122989743947983,
"m": 0.5
}
]
},
{
"epoch": 84,
"train_loss": 2.404315233230591,
"val_loss": 0.9565461277961731,
"acc": 65.7,
"time": 271.8339295719634,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146114856004715,
"m": 0.5
},
{
"p": 0.07134117931127548,
"m": 0.5
},
{
"p": 0.07159923017024994,
"m": 0.5
},
{
"p": 0.07133316993713379,
"m": 1.0
},
{
"p": 0.07139205932617188,
"m": 0.6800989508628845
},
{
"p": 0.0714305117726326,
"m": 0.7888950109481812
},
{
"p": 0.07127736508846283,
"m": 0.9951732158660889
},
{
"p": 0.07146482914686203,
"m": 0.9546769261360168
},
{
"p": 0.07153628021478653,
"m": 0.7845075130462646
},
{
"p": 0.07155705988407135,
"m": 0.7131296992301941
},
{
"p": 0.07152579724788666,
"m": 0.7546826004981995
},
{
"p": 0.07138428092002869,
"m": 0.9734324812889099
},
{
"p": 0.07141593843698502,
"m": 0.5
},
{
"p": 0.07128109037876129,
"m": 0.5
}
]
},
{
"epoch": 85,
"train_loss": 2.1336660385131836,
"val_loss": 1.02381432056427,
"acc": 65.95,
"time": 273.147122407041,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715608224272728,
"m": 0.5
},
{
"p": 0.0712525025010109,
"m": 0.5
},
{
"p": 0.07160123437643051,
"m": 0.5
},
{
"p": 0.07137374579906464,
"m": 0.9569799304008484
},
{
"p": 0.07141561806201935,
"m": 0.6182811856269836
},
{
"p": 0.07132819294929504,
"m": 0.7782048583030701
},
{
"p": 0.0714038535952568,
"m": 0.9529327154159546
},
{
"p": 0.07155074179172516,
"m": 0.9398849010467529
},
{
"p": 0.07144055515527725,
"m": 0.8482264876365662
},
{
"p": 0.07134143263101578,
"m": 0.7628374099731445
},
{
"p": 0.07148011773824692,
"m": 0.765468418598175
},
{
"p": 0.07152686268091202,
"m": 0.9512984752655029
},
{
"p": 0.07151978462934494,
"m": 0.5
},
{
"p": 0.0712045282125473,
"m": 0.5
}
]
},
{
"epoch": 86,
"train_loss": 2.2683157920837402,
"val_loss": 1.0783932209014893,
"acc": 63.58,
"time": 272.7367441660026,
"mix_dist": 0.5,
"param": [
{
"p": 0.07154934853315353,
"m": 0.5
},
{
"p": 0.07141227275133133,
"m": 0.5
},
{
"p": 0.0712444931268692,
"m": 0.5
},
{
"p": 0.07135749608278275,
"m": 0.9169934391975403
},
{
"p": 0.0714447945356369,
"m": 0.6480625867843628
},
{
"p": 0.0714743584394455,
"m": 0.7560413479804993
},
{
"p": 0.07151933014392853,
"m": 0.9479001760482788
},
{
"p": 0.07159268110990524,
"m": 1.0
},
{
"p": 0.07141894847154617,
"m": 0.8645364046096802
},
{
"p": 0.07133423537015915,
"m": 0.7344566583633423
},
{
"p": 0.07148091495037079,
"m": 0.7851531505584717
},
{
"p": 0.07157839089632034,
"m": 0.9993276000022888
},
{
"p": 0.07158473879098892,
"m": 0.5
},
{
"p": 0.07100801169872284,
"m": 0.5
}
]
},
{
"epoch": 87,
"train_loss": 1.9582836627960205,
"val_loss": 0.8980845212936401,
"acc": 66.64,
"time": 272.35995551903034,
"mix_dist": 0.5,
"param": [
{
"p": 0.07159357517957687,
"m": 0.5
},
{
"p": 0.07118619978427887,
"m": 0.5
},
{
"p": 0.07153723388910294,
"m": 0.5
},
{
"p": 0.07143012434244156,
"m": 0.913202166557312
},
{
"p": 0.07143297791481018,
"m": 0.7308710813522339
},
{
"p": 0.07132124900817871,
"m": 0.7947204113006592
},
{
"p": 0.07144734263420105,
"m": 1.0
},
{
"p": 0.07142974436283112,
"m": 0.9388906955718994
},
{
"p": 0.07141479104757309,
"m": 0.7976279854774475
},
{
"p": 0.07152597606182098,
"m": 0.7623218894004822
},
{
"p": 0.07156011462211609,
"m": 0.8048343658447266
},
{
"p": 0.0715305358171463,
"m": 0.9932585954666138
},
{
"p": 0.07153625786304474,
"m": 0.5
},
{
"p": 0.0710538923740387,
"m": 0.5
}
]
},
{
"epoch": 88,
"train_loss": 2.618793487548828,
"val_loss": 1.032593011856079,
"acc": 67.11,
"time": 272.1822824740084,
"mix_dist": 0.5,
"param": [
{
"p": 0.07153385132551193,
"m": 0.5
},
{
"p": 0.071237713098526,
"m": 0.5
},
{
"p": 0.07138387113809586,
"m": 0.5
},
{
"p": 0.07153665274381638,
"m": 0.9709413647651672
},
{
"p": 0.07145089656114578,
"m": 0.7083576917648315
},
{
"p": 0.07126472145318985,
"m": 0.8705045580863953
},
{
"p": 0.07142971456050873,
"m": 0.9697073101997375
},
{
"p": 0.0714600682258606,
"m": 0.853224515914917
},
{
"p": 0.07141158729791641,
"m": 0.8251144886016846
},
{
"p": 0.07149054110050201,
"m": 0.8842523097991943
},
{
"p": 0.07145389914512634,
"m": 0.7559561729431152
},
{
"p": 0.07150965929031372,
"m": 1.0
},
{
"p": 0.07151049375534058,
"m": 0.5
},
{
"p": 0.07132633030414581,
"m": 0.5
}
]
},
{
"epoch": 89,
"train_loss": 2.4567463397979736,
"val_loss": 0.9024653434753418,
"acc": 66.81,
"time": 272.61411645199405,
"mix_dist": 0.5,
"param": [
{
"p": 0.07142765074968338,
"m": 0.5
},
{
"p": 0.071333147585392,
"m": 0.5
},
{
"p": 0.07141706347465515,
"m": 0.5
},
{
"p": 0.07155601680278778,
"m": 0.9948058128356934
},
{
"p": 0.07135752588510513,
"m": 0.755744457244873
},
{
"p": 0.07131699472665787,
"m": 0.9358184933662415
},
{
"p": 0.07142613083124161,
"m": 0.9980205297470093
},
{
"p": 0.0714985728263855,
"m": 0.7822008728981018
},
{
"p": 0.071440689265728,
"m": 0.8423640727996826
},
{
"p": 0.07157351076602936,
"m": 0.9385429620742798
},
{
"p": 0.07159062474966049,
"m": 0.7738926410675049
},
{
"p": 0.07147493213415146,
"m": 1.0
},
{
"p": 0.07132130116224289,
"m": 0.5
},
{
"p": 0.07126585394144058,
"m": 0.5
}
]
},
{
"epoch": 90,
"train_loss": 2.378324270248413,
"val_loss": 1.0019912719726562,
"acc": 66.83,
"time": 271.9043230350362,
"mix_dist": 0.5,
"param": [
{
"p": 0.07143913209438324,
"m": 0.5
},
{
"p": 0.07147952169179916,
"m": 0.5
},
{
"p": 0.07144733518362045,
"m": 0.5
},
{
"p": 0.07149501144886017,
"m": 1.0
},
{
"p": 0.07130011916160583,
"m": 0.8266080617904663
},
{
"p": 0.07128547132015228,
"m": 0.9348752498626709
},
{
"p": 0.07150797545909882,
"m": 0.9924560189247131
},
{
"p": 0.07123538851737976,
"m": 0.7861212491989136
},
{
"p": 0.07162798941135406,
"m": 0.8738604187965393
},
{
"p": 0.07152431458234787,
"m": 0.9989321231842041
},
{
"p": 0.07154358178377151,
"m": 0.7593379616737366
},
{
"p": 0.07150143384933472,
"m": 0.9501124024391174
},
{
"p": 0.07141560316085815,
"m": 0.5
},
{
"p": 0.07119710743427277,
"m": 0.5
}
]
},
{
"epoch": 91,
"train_loss": 2.4175221920013428,
"val_loss": 0.8478237986564636,
"acc": 67.7,
"time": 272.1393742910004,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715150460600853,
"m": 0.5
},
{
"p": 0.07138028740882874,
"m": 0.5
},
{
"p": 0.07143682986497879,
"m": 0.5
},
{
"p": 0.07109984010457993,
"m": 0.9834354519844055
},
{
"p": 0.07127906382083893,
"m": 0.8976354002952576
},
{
"p": 0.07132801413536072,
"m": 0.964056670665741
},
{
"p": 0.07175575941801071,
"m": 0.9753536581993103
},
{
"p": 0.0714738592505455,
"m": 0.8046383857727051
},
{
"p": 0.07153844088315964,
"m": 0.8647385239601135
},
{
"p": 0.07141583412885666,
"m": 0.9580590724945068
},
{
"p": 0.07157310098409653,
"m": 0.7556829452514648
},
{
"p": 0.07154255360364914,
"m": 0.9834902286529541
},
{
"p": 0.07148554176092148,
"m": 0.5
},
{
"p": 0.07117585837841034,
"m": 0.5
}
]
},
{
"epoch": 92,
"train_loss": 2.118838310241699,
"val_loss": 0.8884770274162292,
"acc": 67.86,
"time": 272.9201872799895,
"mix_dist": 0.5,
"param": [
{
"p": 0.07156413048505783,
"m": 0.5
},
{
"p": 0.07151046395301819,
"m": 0.5
},
{
"p": 0.07143203169107437,
"m": 0.5
},
{
"p": 0.07143981754779816,
"m": 1.0
},
{
"p": 0.07121019810438156,
"m": 0.8919065594673157
},
{
"p": 0.07119587808847427,
"m": 0.9735197424888611
},
{
"p": 0.0715540423989296,
"m": 0.999571681022644
},
{
"p": 0.07141795009374619,
"m": 0.9465872645378113
},
{
"p": 0.07168146967887878,
"m": 0.9620365500450134
},
{
"p": 0.07144227623939514,
"m": 0.9000192880630493
},
{
"p": 0.07136591523885727,
"m": 0.7610728144645691
},
{
"p": 0.0715363472700119,
"m": 0.977393627166748
},
{
"p": 0.0713973194360733,
"m": 0.5
},
{
"p": 0.07125222682952881,
"m": 0.5
}
]
},
{
"epoch": 93,
"train_loss": 2.3044087886810303,
"val_loss": 1.0027198791503906,
"acc": 67.06,
"time": 273.45736844901694,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715397447347641,
"m": 0.5
},
{
"p": 0.07132413983345032,
"m": 0.5
},
{
"p": 0.07139801979064941,
"m": 0.5
},
{
"p": 0.0715084969997406,
"m": 0.9860796332359314
},
{
"p": 0.07135824859142303,
"m": 0.8651526570320129
},
{
"p": 0.07130603492259979,
"m": 1.0
},
{
"p": 0.07155930995941162,
"m": 0.9317359924316406
},
{
"p": 0.0715499222278595,
"m": 1.0
},
{
"p": 0.0714837983250618,
"m": 0.9639752507209778
},
{
"p": 0.07142075896263123,
"m": 0.8679200410842896
},
{
"p": 0.07150362432003021,
"m": 0.8183922171592712
},
{
"p": 0.0714990645647049,
"m": 1.0
},
{
"p": 0.07149095088243484,
"m": 0.5
},
{
"p": 0.07105787843465805,
"m": 0.5
}
]
},
{
"epoch": 94,
"train_loss": 2.8440990447998047,
"val_loss": 0.8175899982452393,
"acc": 67.37,
"time": 272.5581629149965,
"mix_dist": 0.5,
"param": [
{
"p": 0.07160435616970062,
"m": 0.5
},
{
"p": 0.07122544944286346,
"m": 0.5
},
{
"p": 0.07152946293354034,
"m": 0.5
},
{
"p": 0.07172481715679169,
"m": 0.9749653935432434
},
{
"p": 0.0712350457906723,
"m": 0.8459047079086304
},
{
"p": 0.07122646272182465,
"m": 1.0
},
{
"p": 0.07158752530813217,
"m": 0.9155977964401245
},
{
"p": 0.07148727029561996,
"m": 0.8692372441291809
},
{
"p": 0.07145427912473679,
"m": 0.9235293865203857
},
{
"p": 0.07118164002895355,
"m": 0.8128701448440552
},
{
"p": 0.07151570916175842,
"m": 0.884591817855835
},
{
"p": 0.07165734469890594,
"m": 0.9353280067443848
},
{
"p": 0.07139471918344498,
"m": 0.5
},
{
"p": 0.07117590308189392,
"m": 0.5
}
]
},
{
"epoch": 95,
"train_loss": 2.582193374633789,
"val_loss": 0.9246578216552734,
"acc": 67.83,
"time": 272.89213354396634,
"mix_dist": 0.5,
"param": [
{
"p": 0.07154665887355804,
"m": 0.5
},
{
"p": 0.07142817974090576,
"m": 0.5
},
{
"p": 0.07135015726089478,
"m": 0.5
},
{
"p": 0.0714787170290947,
"m": 0.9990997910499573
},
{
"p": 0.07120849192142487,
"m": 0.8539178967475891
},
{
"p": 0.07126255333423615,
"m": 0.9808124899864197
},
{
"p": 0.07148639857769012,
"m": 1.0
},
{
"p": 0.07127954065799713,
"m": 0.957940936088562
},
{
"p": 0.07150259613990784,
"m": 0.8980739116668701
},
{
"p": 0.07140219211578369,
"m": 0.8953348398208618
},
{
"p": 0.07153002917766571,
"m": 0.883127748966217
},
{
"p": 0.07162920385599136,
"m": 0.9663472175598145
},
{
"p": 0.07150009274482727,
"m": 0.5
},
{
"p": 0.07139521092176437,
"m": 0.5
}
]
},
{
"epoch": 96,
"train_loss": 2.3959717750549316,
"val_loss": 0.930625855922699,
"acc": 68.02,
"time": 273.0924477499793,
"mix_dist": 0.5,
"param": [
{
"p": 0.071497343480587,
"m": 0.5
},
{
"p": 0.07118917256593704,
"m": 0.5
},
{
"p": 0.07159996777772903,
"m": 0.5
},
{
"p": 0.0712001696228981,
"m": 0.9872099757194519
},
{
"p": 0.07133858650922775,
"m": 0.8297706842422485
},
{
"p": 0.07135891914367676,
"m": 1.0
},
{
"p": 0.07150880992412567,
"m": 0.991244912147522
},
{
"p": 0.07159069925546646,
"m": 0.9546079635620117
},
{
"p": 0.07147286832332611,
"m": 0.8786860108375549
},
{
"p": 0.0713445246219635,
"m": 0.9272903203964233
},
{
"p": 0.07163332402706146,
"m": 0.8911817073822021
},
{
"p": 0.07151305675506592,
"m": 1.0
},
{
"p": 0.07146930694580078,
"m": 0.5
},
{
"p": 0.07128330320119858,
"m": 0.5
}
]
},
{
"epoch": 97,
"train_loss": 2.343698501586914,
"val_loss": 0.8978485465049744,
"acc": 67.25,
"time": 271.81291435897583,
"mix_dist": 0.5,
"param": [
{
"p": 0.07152118533849716,
"m": 0.5
},
{
"p": 0.07123593986034393,
"m": 0.5
},
{
"p": 0.07156499475240707,
"m": 0.5
},
{
"p": 0.07149609178304672,
"m": 1.0
},
{
"p": 0.07121504843235016,
"m": 0.9421212077140808
},
{
"p": 0.0713888555765152,
"m": 0.9112046957015991
},
{
"p": 0.07144524157047272,
"m": 0.9804364442825317
},
{
"p": 0.07138935476541519,
"m": 1.0
},
{
"p": 0.0714782178401947,
"m": 0.7950478196144104
},
{
"p": 0.07155916094779968,
"m": 0.8835899829864502
},
{
"p": 0.07155902683734894,
"m": 0.8788977861404419
},
{
"p": 0.07155638188123703,
"m": 0.9623072147369385
},
{
"p": 0.07151783257722855,
"m": 0.5
},
{
"p": 0.07107271999120712,
"m": 0.5
}
]
},
{
"epoch": 98,
"train_loss": 2.0663349628448486,
"val_loss": 0.9281108379364014,
"acc": 67.68,
"time": 272.25693232100457,
"mix_dist": 0.5,
"param": [
{
"p": 0.07154256850481033,
"m": 0.5
},
{
"p": 0.07126730680465698,
"m": 0.5
},
{
"p": 0.07143788039684296,
"m": 0.5
},
{
"p": 0.07149172574281693,
"m": 0.9999756217002869
},
{
"p": 0.07129091769456863,
"m": 0.9880141019821167
},
{
"p": 0.0712626725435257,
"m": 0.8413423895835876
},
{
"p": 0.07163173705339432,
"m": 0.9659422039985657
},
{
"p": 0.0713697150349617,
"m": 0.9845877885818481
},
{
"p": 0.07162255048751831,
"m": 0.8211755156517029
},
{
"p": 0.07132658362388611,
"m": 0.8811157941818237
},
{
"p": 0.07152235507965088,
"m": 0.8504490852355957
},
{
"p": 0.07144290953874588,
"m": 0.9683343768119812
},
{
"p": 0.0715612918138504,
"m": 0.5
},
{
"p": 0.07122981548309326,
"m": 0.5
}
]
},
{
"epoch": 99,
"train_loss": 2.790745735168457,
"val_loss": 0.9652339220046997,
"acc": 67.41,
"time": 272.20948321698233,
"mix_dist": 0.5,
"param": [
{
"p": 0.07174752652645111,
"m": 0.5
},
{
"p": 0.07120222598314285,
"m": 0.5
},
{
"p": 0.07151506841182709,
"m": 0.5
},
{
"p": 0.07161583751440048,
"m": 0.9952048063278198
},
{
"p": 0.07123755663633347,
"m": 0.8867455124855042
},
{
"p": 0.07104616612195969,
"m": 0.8859206438064575
},
{
"p": 0.07155898958444595,
"m": 0.9855184555053711
},
{
"p": 0.07123766094446182,
"m": 0.9829344749450684
},
{
"p": 0.071497842669487,
"m": 0.9020473957061768
},
{
"p": 0.07155182957649231,
"m": 0.8844701051712036
},
{
"p": 0.07150697708129883,
"m": 0.8664707541465759
},
{
"p": 0.07162660360336304,
"m": 0.9991563558578491
},
{
"p": 0.07158181071281433,
"m": 0.5
},
{
"p": 0.07107391208410263,
"m": 0.5
}
]
},
{
"epoch": 100,
"train_loss": 2.038982391357422,
"val_loss": 0.9965214729309082,
"acc": 67.66,
"time": 272.3905806859839,
"mix_dist": 0.5,
"param": [
{
"p": 0.07167940586805344,
"m": 0.5
},
{
"p": 0.07132568955421448,
"m": 0.5
},
{
"p": 0.07146849483251572,
"m": 0.5
},
{
"p": 0.07148319482803345,
"m": 1.0
},
{
"p": 0.071324422955513,
"m": 0.8899773955345154
},
{
"p": 0.071361243724823,
"m": 0.9184035062789917
},
{
"p": 0.07156844437122345,
"m": 1.0
},
{
"p": 0.0715278759598732,
"m": 0.9028685688972473
},
{
"p": 0.07133922725915909,
"m": 0.8667134642601013
},
{
"p": 0.07154421508312225,
"m": 0.9339058995246887
},
{
"p": 0.07140782475471497,
"m": 0.8571614623069763
},
{
"p": 0.0712493360042572,
"m": 1.0
},
{
"p": 0.0716104656457901,
"m": 0.5
},
{
"p": 0.07111017405986786,
"m": 0.5
}
]
},
{
"epoch": 101,
"train_loss": 2.273975133895874,
"val_loss": 0.8880932331085205,
"acc": 67.68,
"time": 273.2342111170292,
"mix_dist": 0.5,
"param": [
{
"p": 0.07150482386350632,
"m": 0.5
},
{
"p": 0.07117832452058792,
"m": 0.5
},
{
"p": 0.07144703716039658,
"m": 0.5
},
{
"p": 0.07146763801574707,
"m": 0.9592251181602478
},
{
"p": 0.07142962515354156,
"m": 0.8662322759628296
},
{
"p": 0.07104414701461792,
"m": 0.9072627425193787
},
{
"p": 0.07171159237623215,
"m": 0.9392159581184387
},
{
"p": 0.07120036333799362,
"m": 0.8606163859367371
},
{
"p": 0.07155599445104599,
"m": 0.8282244801521301
},
{
"p": 0.07159832864999771,
"m": 0.9148184657096863
},
{
"p": 0.07140032947063446,
"m": 0.8425825238227844
},
{
"p": 0.07174593955278397,
"m": 1.0
},
{
"p": 0.07146202772855759,
"m": 0.5
},
{
"p": 0.07125384360551834,
"m": 0.5
}
]
},
{
"epoch": 102,
"train_loss": 2.6073801517486572,
"val_loss": 0.9418890476226807,
"acc": 67.99,
"time": 272.9157099770382,
"mix_dist": 0.5,
"param": [
{
"p": 0.0713626891374588,
"m": 0.5
},
{
"p": 0.07111888378858566,
"m": 0.5
},
{
"p": 0.07152290642261505,
"m": 0.5
},
{
"p": 0.07149214297533035,
"m": 1.0
},
{
"p": 0.07127215713262558,
"m": 0.8491365909576416
},
{
"p": 0.07110275328159332,
"m": 0.8315908908843994
},
{
"p": 0.071614108979702,
"m": 0.8245941996574402
},
{
"p": 0.07147864997386932,
"m": 0.8522504568099976
},
{
"p": 0.07145946472883224,
"m": 0.8880888819694519
},
{
"p": 0.07147064805030823,
"m": 0.9552937150001526
},
{
"p": 0.07143715023994446,
"m": 0.8916062116622925
},
{
"p": 0.07162527740001678,
"m": 0.956258237361908
},
{
"p": 0.07176072150468826,
"m": 0.5
},
{
"p": 0.07128246128559113,
"m": 0.5
}
]
},
{
"epoch": 103,
"train_loss": 2.6864376068115234,
"val_loss": 1.0075806379318237,
"acc": 66.49,
"time": 272.84296990704024,
"mix_dist": 0.5,
"param": [
{
"p": 0.07155092805624008,
"m": 0.5
},
{
"p": 0.07104054093360901,
"m": 0.5
},
{
"p": 0.07130932062864304,
"m": 0.5
},
{
"p": 0.07153172045946121,
"m": 0.9977515935897827
},
{
"p": 0.07117956131696701,
"m": 0.8551255464553833
},
{
"p": 0.07108215987682343,
"m": 0.8626123666763306
},
{
"p": 0.0714583620429039,
"m": 1.0
},
{
"p": 0.07138186693191528,
"m": 0.8664055466651917
},
{
"p": 0.07168954610824585,
"m": 0.8632169961929321
},
{
"p": 0.07134731858968735,
"m": 0.9886398315429688
},
{
"p": 0.07180699706077576,
"m": 0.8669881224632263
},
{
"p": 0.07177761942148209,
"m": 0.9743187427520752
},
{
"p": 0.07142433524131775,
"m": 0.5
},
{
"p": 0.07141973078250885,
"m": 0.5
}
]
},
{
"epoch": 104,
"train_loss": 2.1000444889068604,
"val_loss": 0.9383544921875,
"acc": 66.7,
"time": 271.92581389000406,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714116245508194,
"m": 0.5
},
{
"p": 0.07140639424324036,
"m": 0.5
},
{
"p": 0.07139217108488083,
"m": 0.5
},
{
"p": 0.07166848331689835,
"m": 0.9000977873802185
},
{
"p": 0.07143213599920273,
"m": 0.8661754131317139
},
{
"p": 0.0708916038274765,
"m": 0.8165804147720337
},
{
"p": 0.07164379954338074,
"m": 0.9446255564689636
},
{
"p": 0.07159397006034851,
"m": 0.903333306312561
},
{
"p": 0.07140666246414185,
"m": 0.8343278169631958
},
{
"p": 0.07133753597736359,
"m": 0.9964913129806519
},
{
"p": 0.07162567973136902,
"m": 0.8856417536735535
},
{
"p": 0.07152711600065231,
"m": 0.9515377283096313
},
{
"p": 0.07149231433868408,
"m": 0.5
},
{
"p": 0.07117055356502533,
"m": 0.5
}
]
},
{
"epoch": 105,
"train_loss": 2.38449764251709,
"val_loss": 1.0000377893447876,
"acc": 67.42,
"time": 273.20611812599236,
"mix_dist": 0.5,
"param": [
{
"p": 0.07149744778871536,
"m": 0.5
},
{
"p": 0.07114501297473907,
"m": 0.5
},
{
"p": 0.07146244496107101,
"m": 0.5
},
{
"p": 0.07134664058685303,
"m": 0.9574456810951233
},
{
"p": 0.07131996750831604,
"m": 0.8861889243125916
},
{
"p": 0.07121051102876663,
"m": 0.7586351037025452
},
{
"p": 0.07151643186807632,
"m": 0.8834316730499268
},
{
"p": 0.07152893394231796,
"m": 0.9376481771469116
},
{
"p": 0.0714561864733696,
"m": 0.7114713191986084
},
{
"p": 0.07152825593948364,
"m": 0.917335569858551
},
{
"p": 0.07164264470338821,
"m": 0.9143340587615967
},
{
"p": 0.07164379209280014,
"m": 0.9329249858856201
},
{
"p": 0.07156243175268173,
"m": 0.5
},
{
"p": 0.07113930583000183,
"m": 0.5
}
]
},
{
"epoch": 106,
"train_loss": 2.197550058364868,
"val_loss": 0.8929852247238159,
"acc": 68.4,
"time": 273.2098180439789,
"mix_dist": 0.5,
"param": [
{
"p": 0.07173650711774826,
"m": 0.5
},
{
"p": 0.0711929127573967,
"m": 0.5
},
{
"p": 0.07146654278039932,
"m": 0.5
},
{
"p": 0.07141629606485367,
"m": 0.9775135517120361
},
{
"p": 0.0713118240237236,
"m": 0.9106725454330444
},
{
"p": 0.07133381813764572,
"m": 0.6869888305664062
},
{
"p": 0.07140853255987167,
"m": 0.9071056842803955
},
{
"p": 0.07149884849786758,
"m": 0.9378230571746826
},
{
"p": 0.07146662473678589,
"m": 0.7783470749855042
},
{
"p": 0.07151423394680023,
"m": 0.9794999361038208
},
{
"p": 0.07153943181037903,
"m": 0.8320793509483337
},
{
"p": 0.07133888453245163,
"m": 0.9607006907463074
},
{
"p": 0.07145768404006958,
"m": 0.5
},
{
"p": 0.07131783664226532,
"m": 0.5
}
]
},
{
"epoch": 107,
"train_loss": 2.3244738578796387,
"val_loss": 0.9623219966888428,
"acc": 66.37,
"time": 273.1427277030307,
"mix_dist": 0.5,
"param": [
{
"p": 0.07177970558404922,
"m": 0.5
},
{
"p": 0.07120814919471741,
"m": 0.5
},
{
"p": 0.07134558260440826,
"m": 0.5
},
{
"p": 0.07163030654191971,
"m": 0.890851616859436
},
{
"p": 0.07133856415748596,
"m": 0.9774003028869629
},
{
"p": 0.07139383256435394,
"m": 0.7900806665420532
},
{
"p": 0.0712963119149208,
"m": 0.9053645730018616
},
{
"p": 0.07149261236190796,
"m": 1.0
},
{
"p": 0.07165894657373428,
"m": 0.8109062314033508
},
{
"p": 0.07145239412784576,
"m": 0.9990609288215637
},
{
"p": 0.07179176807403564,
"m": 0.86417156457901
},
{
"p": 0.07139768451452255,
"m": 1.0
},
{
"p": 0.07134069502353668,
"m": 0.5
},
{
"p": 0.07087342441082001,
"m": 0.5
}
]
},
{
"epoch": 108,
"train_loss": 2.3704442977905273,
"val_loss": 0.9338218569755554,
"acc": 68.33,
"time": 273.28984083101386,
"mix_dist": 0.5,
"param": [
{
"p": 0.07147233933210373,
"m": 0.5
},
{
"p": 0.07112531363964081,
"m": 0.5
},
{
"p": 0.071470245718956,
"m": 0.5
},
{
"p": 0.071560800075531,
"m": 0.9033479690551758
},
{
"p": 0.07112807035446167,
"m": 0.9588548541069031
},
{
"p": 0.07133987545967102,
"m": 0.8942234516143799
},
{
"p": 0.07160554081201553,
"m": 0.9499105215072632
},
{
"p": 0.07137762010097504,
"m": 0.9977666735649109
},
{
"p": 0.07155230641365051,
"m": 0.8933936953544617
},
{
"p": 0.07149607688188553,
"m": 1.0
},
{
"p": 0.07153710722923279,
"m": 0.8394313454627991
},
{
"p": 0.07144246995449066,
"m": 0.9949072599411011
},
{
"p": 0.0715368241071701,
"m": 0.5
},
{
"p": 0.071355439722538,
"m": 0.5
}
]
},
{
"epoch": 109,
"train_loss": 2.2752814292907715,
"val_loss": 0.8234809041023254,
"acc": 68.29,
"time": 273.28355402103625,
"mix_dist": 0.5,
"param": [
{
"p": 0.07153292745351791,
"m": 0.5
},
{
"p": 0.07109633833169937,
"m": 0.5
},
{
"p": 0.07165119051933289,
"m": 0.5
},
{
"p": 0.07150372117757797,
"m": 0.8874908685684204
},
{
"p": 0.07130862772464752,
"m": 0.9254070520401001
},
{
"p": 0.07146082073450089,
"m": 0.9855232834815979
},
{
"p": 0.07145191729068756,
"m": 0.8686851859092712
},
{
"p": 0.07139191776514053,
"m": 0.9358184933662415
},
{
"p": 0.07140880078077316,
"m": 0.8123278617858887
},
{
"p": 0.07155471295118332,
"m": 0.9589623808860779
},
{
"p": 0.07154983282089233,
"m": 0.8120286464691162
},
{
"p": 0.07117972522974014,
"m": 1.0
},
{
"p": 0.07162519544363022,
"m": 0.5
},
{
"p": 0.07128426432609558,
"m": 0.5
}
]
},
{
"epoch": 110,
"train_loss": 2.2275550365448,
"val_loss": 0.852046012878418,
"acc": 69.02,
"time": 273.2138264999958,
"mix_dist": 0.5,
"param": [
{
"p": 0.07147058844566345,
"m": 0.5
},
{
"p": 0.07122686505317688,
"m": 0.5
},
{
"p": 0.07141712307929993,
"m": 0.5
},
{
"p": 0.07157878577709198,
"m": 0.8099700212478638
},
{
"p": 0.0714990645647049,
"m": 0.8973011374473572
},
{
"p": 0.07111314684152603,
"m": 0.9996042847633362
},
{
"p": 0.07136933505535126,
"m": 0.8769314289093018
},
{
"p": 0.07130084931850433,
"m": 0.9642271995544434
},
{
"p": 0.07159312814474106,
"m": 0.7743909955024719
},
{
"p": 0.07148519903421402,
"m": 1.0
},
{
"p": 0.07161050289869308,
"m": 0.8401163816452026
},
{
"p": 0.07161328941583633,
"m": 0.9962400197982788
},
{
"p": 0.07150976359844208,
"m": 0.5
},
{
"p": 0.07121238112449646,
"m": 0.5
}
]
},
{
"epoch": 111,
"train_loss": 2.283087968826294,
"val_loss": 0.95252525806427,
"acc": 68.26,
"time": 271.71739733900176,
"mix_dist": 0.5,
"param": [
{
"p": 0.07161855697631836,
"m": 0.5
},
{
"p": 0.07137710601091385,
"m": 0.5
},
{
"p": 0.07143653184175491,
"m": 0.5
},
{
"p": 0.071434885263443,
"m": 0.7849158644676208
},
{
"p": 0.07127244770526886,
"m": 0.9405182003974915
},
{
"p": 0.07118404656648636,
"m": 1.0
},
{
"p": 0.07137082517147064,
"m": 0.9040614366531372
},
{
"p": 0.07155599445104599,
"m": 0.9393755197525024
},
{
"p": 0.07120619714260101,
"m": 0.9095191359519958
},
{
"p": 0.07152030616998672,
"m": 0.9924789667129517
},
{
"p": 0.07144910842180252,
"m": 0.9268000721931458
},
{
"p": 0.07154770195484161,
"m": 0.9986178874969482
},
{
"p": 0.07160936295986176,
"m": 0.5
},
{
"p": 0.0714169517159462,
"m": 0.5
}
]
},
{
"epoch": 112,
"train_loss": 2.1540191173553467,
"val_loss": 1.03069269657135,
"acc": 67.32,
"time": 274.1281183119863,
"mix_dist": 0.5,
"param": [
{
"p": 0.07166364789009094,
"m": 0.5
},
{
"p": 0.07116004824638367,
"m": 0.5
},
{
"p": 0.07133038341999054,
"m": 0.5
},
{
"p": 0.07106386125087738,
"m": 0.8962593078613281
},
{
"p": 0.07134328037500381,
"m": 0.9396139979362488
},
{
"p": 0.07110990583896637,
"m": 0.995393693447113
},
{
"p": 0.07143821567296982,
"m": 0.985920786857605
},
{
"p": 0.0716160461306572,
"m": 0.8822276592254639
},
{
"p": 0.07174304872751236,
"m": 0.9080803394317627
},
{
"p": 0.07152755558490753,
"m": 0.9304805397987366
},
{
"p": 0.07142990827560425,
"m": 0.9897027611732483
},
{
"p": 0.07176487147808075,
"m": 1.0
},
{
"p": 0.07188430428504944,
"m": 0.5
},
{
"p": 0.07092487066984177,
"m": 0.5
}
]
},
{
"epoch": 113,
"train_loss": 2.4471473693847656,
"val_loss": 0.8597709536552429,
"acc": 68.23,
"time": 273.5652972229873,
"mix_dist": 0.5,
"param": [
{
"p": 0.07151331007480621,
"m": 0.5
},
{
"p": 0.07123573124408722,
"m": 0.5
},
{
"p": 0.07149844616651535,
"m": 0.5
},
{
"p": 0.07162410765886307,
"m": 0.8956419229507446
},
{
"p": 0.07127610594034195,
"m": 0.8788385391235352
},
{
"p": 0.07101255655288696,
"m": 0.9910935163497925
},
{
"p": 0.07151450961828232,
"m": 0.9647682905197144
},
{
"p": 0.07146240025758743,
"m": 0.8477463126182556
},
{
"p": 0.0715181902050972,
"m": 0.8927342295646667
},
{
"p": 0.07147083431482315,
"m": 0.9982624650001526
},
{
"p": 0.07151474803686142,
"m": 0.952171802520752
},
{
"p": 0.07164914160966873,
"m": 0.9971068501472473
},
{
"p": 0.07145407050848007,
"m": 0.5
},
{
"p": 0.07125582545995712,
"m": 0.5
}
]
},
{
"epoch": 114,
"train_loss": 2.144321918487549,
"val_loss": 0.8728541731834412,
"acc": 67.93,
"time": 272.83261099096853,
"mix_dist": 0.5,
"param": [
{
"p": 0.07161790877580643,
"m": 0.5
},
{
"p": 0.07135207206010818,
"m": 0.5
},
{
"p": 0.07143016159534454,
"m": 0.5
},
{
"p": 0.07141285389661789,
"m": 0.8530524969100952
},
{
"p": 0.07125862687826157,
"m": 0.937529981136322
},
{
"p": 0.07097895443439484,
"m": 0.9949802756309509
},
{
"p": 0.07143736630678177,
"m": 1.0
},
{
"p": 0.07127805799245834,
"m": 0.8971810936927795
},
{
"p": 0.07169041782617569,
"m": 0.908320963382721
},
{
"p": 0.071662537753582,
"m": 1.0
},
{
"p": 0.07145282626152039,
"m": 0.9614660143852234
},
{
"p": 0.07162304222583771,
"m": 1.0
},
{
"p": 0.07155000418424606,
"m": 0.5
},
{
"p": 0.0712551549077034,
"m": 0.5
}
]
},
{
"epoch": 115,
"train_loss": 2.216787338256836,
"val_loss": 0.9078274369239807,
"acc": 67.42,
"time": 272.6052685150062,
"mix_dist": 0.5,
"param": [
{
"p": 0.07149197161197662,
"m": 0.5
},
{
"p": 0.07141198217868805,
"m": 0.5
},
{
"p": 0.07124287635087967,
"m": 0.5
},
{
"p": 0.07155106216669083,
"m": 0.8726575374603271
},
{
"p": 0.07140268385410309,
"m": 0.9613547325134277
},
{
"p": 0.07111806422472,
"m": 0.9997718930244446
},
{
"p": 0.0713055431842804,
"m": 0.9776471853256226
},
{
"p": 0.07129589468240738,
"m": 0.9228150844573975
},
{
"p": 0.07167702913284302,
"m": 0.9497165679931641
},
{
"p": 0.07151170819997787,
"m": 0.9984158277511597
},
{
"p": 0.07166021317243576,
"m": 0.8814127445220947
},
{
"p": 0.07142898440361023,
"m": 1.0
},
{
"p": 0.07147197425365448,
"m": 0.5
},
{
"p": 0.07142994552850723,
"m": 0.5
}
]
},
{
"epoch": 116,
"train_loss": 1.8095672130584717,
"val_loss": 0.9345026612281799,
"acc": 68.88,
"time": 271.85067556699505,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715726837515831,
"m": 0.5
},
{
"p": 0.07136150449514389,
"m": 0.5
},
{
"p": 0.0714392364025116,
"m": 0.5
},
{
"p": 0.07153069227933884,
"m": 1.0
},
{
"p": 0.07119769603013992,
"m": 0.9779040217399597
},
{
"p": 0.07124204933643341,
"m": 0.9882169365882874
},
{
"p": 0.07161812484264374,
"m": 0.8187447190284729
},
{
"p": 0.07141443341970444,
"m": 0.9771624803543091
},
{
"p": 0.07145409286022186,
"m": 0.9928722977638245
},
{
"p": 0.07135771214962006,
"m": 0.9919452667236328
},
{
"p": 0.07149792462587357,
"m": 0.887901782989502
},
{
"p": 0.07145807892084122,
"m": 1.0
},
{
"p": 0.07176143676042557,
"m": 0.5
},
{
"p": 0.0710943192243576,
"m": 0.5
}
]
},
{
"epoch": 117,
"train_loss": 2.176807165145874,
"val_loss": 0.9608087539672852,
"acc": 68.52,
"time": 273.14869202900445,
"mix_dist": 0.5,
"param": [
{
"p": 0.07174786925315857,
"m": 0.5
},
{
"p": 0.07140597701072693,
"m": 0.5
},
{
"p": 0.07133856415748596,
"m": 0.5
},
{
"p": 0.07151879370212555,
"m": 1.0
},
{
"p": 0.07146575301885605,
"m": 0.9761502146720886
},
{
"p": 0.07112783193588257,
"m": 0.92647784948349
},
{
"p": 0.07132517546415329,
"m": 0.8622967600822449
},
{
"p": 0.07148172706365585,
"m": 0.9797681570053101
},
{
"p": 0.07147765159606934,
"m": 0.9768766760826111
},
{
"p": 0.07139015197753906,
"m": 0.9420172572135925
},
{
"p": 0.07159638404846191,
"m": 0.9132435917854309
},
{
"p": 0.07150546461343765,
"m": 0.9995843172073364
},
{
"p": 0.07152492552995682,
"m": 0.5
},
{
"p": 0.07109372317790985,
"m": 0.5
}
]
},
{
"epoch": 118,
"train_loss": 2.349483013153076,
"val_loss": 1.0764694213867188,
"acc": 67.41,
"time": 272.4966152519919,
"mix_dist": 0.5,
"param": [
{
"p": 0.07159749418497086,
"m": 0.5
},
{
"p": 0.07143320888280869,
"m": 0.5
},
{
"p": 0.07148915529251099,
"m": 0.5
},
{
"p": 0.07127203792333603,
"m": 1.0
},
{
"p": 0.07112070918083191,
"m": 0.9544485211372375
},
{
"p": 0.07133103162050247,
"m": 0.8710237741470337
},
{
"p": 0.07167914509773254,
"m": 1.0
},
{
"p": 0.07149142771959305,
"m": 0.9927919507026672
},
{
"p": 0.0715327337384224,
"m": 0.9153586030006409
},
{
"p": 0.07134757936000824,
"m": 1.0
},
{
"p": 0.07168826460838318,
"m": 0.9801103472709656
},
{
"p": 0.0713890939950943,
"m": 0.984947681427002
},
{
"p": 0.07171038538217545,
"m": 0.5
},
{
"p": 0.07091774791479111,
"m": 0.5
}
]
},
{
"epoch": 119,
"train_loss": 2.3400650024414062,
"val_loss": 0.8769387602806091,
"acc": 68.3,
"time": 272.92646441602847,
"mix_dist": 0.5,
"param": [
{
"p": 0.07160452008247375,
"m": 0.5
},
{
"p": 0.07134120911359787,
"m": 0.5
},
{
"p": 0.07144077867269516,
"m": 0.5
},
{
"p": 0.07142197340726852,
"m": 0.9827784895896912
},
{
"p": 0.07130181789398193,
"m": 0.890893280506134
},
{
"p": 0.07136610150337219,
"m": 0.9435173273086548
},
{
"p": 0.07115001231431961,
"m": 0.9928565621376038
},
{
"p": 0.07161634415388107,
"m": 0.8083373308181763
},
{
"p": 0.0716254711151123,
"m": 0.8854166865348816
},
{
"p": 0.07126013934612274,
"m": 0.9596003890037537
},
{
"p": 0.07139474153518677,
"m": 0.946328341960907
},
{
"p": 0.07176599651575089,
"m": 0.9982601404190063
},
{
"p": 0.07162646949291229,
"m": 0.5
},
{
"p": 0.0710844025015831,
"m": 0.5
}
]
},
{
"epoch": 120,
"train_loss": 2.0697312355041504,
"val_loss": 0.8213697671890259,
"acc": 68.42,
"time": 272.738529558992,
"mix_dist": 0.5,
"param": [
{
"p": 0.07147154211997986,
"m": 0.5
},
{
"p": 0.07113032788038254,
"m": 0.5
},
{
"p": 0.07158047705888748,
"m": 0.5
},
{
"p": 0.07144319266080856,
"m": 0.9997993111610413
},
{
"p": 0.0712222009897232,
"m": 0.7933732271194458
},
{
"p": 0.0714007243514061,
"m": 0.9594691395759583
},
{
"p": 0.07157561182975769,
"m": 0.9882657527923584
},
{
"p": 0.07131380587816238,
"m": 0.9778162240982056
},
{
"p": 0.07135722786188126,
"m": 0.9388308525085449
},
{
"p": 0.07181628793478012,
"m": 0.9829522967338562
},
{
"p": 0.0713406354188919,
"m": 0.8707188367843628
},
{
"p": 0.07166538387537003,
"m": 0.9982920289039612
},
{
"p": 0.0715208575129509,
"m": 0.5
},
{
"p": 0.0711616650223732,
"m": 0.5
}
]
},
{
"epoch": 121,
"train_loss": 2.163555383682251,
"val_loss": 0.9186878800392151,
"acc": 68.15,
"time": 272.89105968299555,
"mix_dist": 0.5,
"param": [
{
"p": 0.07153184711933136,
"m": 0.5
},
{
"p": 0.07151259481906891,
"m": 0.5
},
{
"p": 0.07128480076789856,
"m": 0.5
},
{
"p": 0.07150901854038239,
"m": 0.9319582581520081
},
{
"p": 0.07181829959154129,
"m": 0.8286715149879456
},
{
"p": 0.07118789106607437,
"m": 0.9072970151901245
},
{
"p": 0.07182445377111435,
"m": 1.0
},
{
"p": 0.07148993760347366,
"m": 0.9378258585929871
},
{
"p": 0.07131175696849823,
"m": 0.9837935566902161
},
{
"p": 0.07145567238330841,
"m": 0.977895975112915
},
{
"p": 0.07109938561916351,
"m": 0.8969452977180481
},
{
"p": 0.071413055062294,
"m": 1.0
},
{
"p": 0.07143566012382507,
"m": 0.5
},
{
"p": 0.07112564891576767,
"m": 0.5
}
]
},
{
"epoch": 122,
"train_loss": 2.2721869945526123,
"val_loss": 0.9612995386123657,
"acc": 67.59,
"time": 271.79742296098266,
"mix_dist": 0.5,
"param": [
{
"p": 0.07161808758974075,
"m": 0.5
},
{
"p": 0.07096242904663086,
"m": 0.5
},
{
"p": 0.07144804298877716,
"m": 0.5
},
{
"p": 0.07135026156902313,
"m": 0.9970387816429138
},
{
"p": 0.07128535211086273,
"m": 0.8776679039001465
},
{
"p": 0.07165338844060898,
"m": 0.927051305770874
},
{
"p": 0.07150878012180328,
"m": 0.9744716286659241
},
{
"p": 0.07149627804756165,
"m": 0.9729520082473755
},
{
"p": 0.07159754633903503,
"m": 0.9111356735229492
},
{
"p": 0.07148206233978271,
"m": 0.9808816313743591
},
{
"p": 0.07167226821184158,
"m": 0.7856651544570923
},
{
"p": 0.071652352809906,
"m": 1.0
},
{
"p": 0.07136640697717667,
"m": 0.5
},
{
"p": 0.07090674340724945,
"m": 0.5
}
]
},
{
"epoch": 123,
"train_loss": 2.175910234451294,
"val_loss": 0.8974689841270447,
"acc": 68.79,
"time": 273.6600166769931,
"mix_dist": 0.5,
"param": [
{
"p": 0.07159877568483353,
"m": 0.5
},
{
"p": 0.07122934609651566,
"m": 0.5
},
{
"p": 0.0716947615146637,
"m": 0.5
},
{
"p": 0.07161179184913635,
"m": 1.0
},
{
"p": 0.07114432007074356,
"m": 0.9216486215591431
},
{
"p": 0.07121910899877548,
"m": 0.8993427157402039
},
{
"p": 0.07144688814878464,
"m": 0.9965006113052368
},
{
"p": 0.07142826914787292,
"m": 0.9193003177642822
},
{
"p": 0.07147419452667236,
"m": 0.9340190887451172
},
{
"p": 0.07159797847270966,
"m": 0.9980316758155823
},
{
"p": 0.07138869166374207,
"m": 0.7936298251152039
},
{
"p": 0.07144246250391006,
"m": 1.0
},
{
"p": 0.07152079790830612,
"m": 0.5
},
{
"p": 0.07120263576507568,
"m": 0.5
}
]
},
{
"epoch": 124,
"train_loss": 2.451490640640259,
"val_loss": 0.9739480018615723,
"acc": 68.49,
"time": 272.9057066490059,
"mix_dist": 0.5,
"param": [
{
"p": 0.07132358103990555,
"m": 0.5
},
{
"p": 0.07126422971487045,
"m": 0.5
},
{
"p": 0.07172485440969467,
"m": 0.5
},
{
"p": 0.07192272692918777,
"m": 0.9747473001480103
},
{
"p": 0.07144326716661453,
"m": 0.8812596797943115
},
{
"p": 0.07105003297328949,
"m": 0.933429479598999
},
{
"p": 0.07138339430093765,
"m": 0.9776947498321533
},
{
"p": 0.07121199369430542,
"m": 0.96021968126297
},
{
"p": 0.07165240496397018,
"m": 0.7898987531661987
},
{
"p": 0.07140285521745682,
"m": 0.9698818325996399
},
{
"p": 0.07147879898548126,
"m": 0.8398373126983643
},
{
"p": 0.07161127030849457,
"m": 1.0
},
{
"p": 0.07133117318153381,
"m": 0.5
},
{
"p": 0.07119937241077423,
"m": 0.5
}
]
},
{
"epoch": 125,
"train_loss": 1.878829836845398,
"val_loss": 0.9552314877510071,
"acc": 68.78,
"time": 271.83646433998365,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146771252155304,
"m": 0.5
},
{
"p": 0.07144474983215332,
"m": 0.5
},
{
"p": 0.07148898392915726,
"m": 0.5
},
{
"p": 0.07137928158044815,
"m": 0.9991312026977539
},
{
"p": 0.07118269056081772,
"m": 0.821240246295929
},
{
"p": 0.07124150544404984,
"m": 0.8335375785827637
},
{
"p": 0.07149211317300797,
"m": 0.9365051984786987
},
{
"p": 0.07156310230493546,
"m": 1.0
},
{
"p": 0.07162071019411087,
"m": 0.8568854928016663
},
{
"p": 0.07138659060001373,
"m": 0.9594346880912781
},
{
"p": 0.07160533964633942,
"m": 0.9375278949737549
},
{
"p": 0.07156801968812943,
"m": 0.9992333054542542
},
{
"p": 0.07150693982839584,
"m": 0.5
},
{
"p": 0.07105227559804916,
"m": 0.5
}
]
},
{
"epoch": 126,
"train_loss": 2.247187376022339,
"val_loss": 0.8489009141921997,
"acc": 68.9,
"time": 273.5424682899611,
"mix_dist": 0.5,
"param": [
{
"p": 0.07159314304590225,
"m": 0.5
},
{
"p": 0.07132779061794281,
"m": 0.5
},
{
"p": 0.0714336484670639,
"m": 0.5
},
{
"p": 0.07156513631343842,
"m": 0.9998571872711182
},
{
"p": 0.07133316993713379,
"m": 0.7972224354743958
},
{
"p": 0.07103711366653442,
"m": 0.8939188122749329
},
{
"p": 0.0713324025273323,
"m": 0.9615346193313599
},
{
"p": 0.07140060514211655,
"m": 0.9413570761680603
},
{
"p": 0.0713789090514183,
"m": 0.8383924961090088
},
{
"p": 0.07151004672050476,
"m": 0.9930387139320374
},
{
"p": 0.07171875983476639,
"m": 0.8993244767189026
},
{
"p": 0.07148198783397675,
"m": 1.0
},
{
"p": 0.07167145609855652,
"m": 0.5
},
{
"p": 0.07121587544679642,
"m": 0.5
}
]
},
{
"epoch": 127,
"train_loss": 2.141467809677124,
"val_loss": 0.9274773597717285,
"acc": 68.84,
"time": 272.6561459359946,
"mix_dist": 0.5,
"param": [
{
"p": 0.07169033586978912,
"m": 0.5
},
{
"p": 0.0712955966591835,
"m": 0.5
},
{
"p": 0.07167556136846542,
"m": 0.5
},
{
"p": 0.07142879068851471,
"m": 0.9772544503211975
},
{
"p": 0.07123008370399475,
"m": 0.747464656829834
},
{
"p": 0.07107404619455338,
"m": 0.8746469020843506
},
{
"p": 0.07158103585243225,
"m": 0.9781803488731384
},
{
"p": 0.07124326378107071,
"m": 0.9908961653709412
},
{
"p": 0.07133804261684418,
"m": 0.8479381203651428
},
{
"p": 0.07156845182180405,
"m": 1.0
},
{
"p": 0.07158336788415909,
"m": 0.8732830286026001
},
{
"p": 0.0716899111866951,
"m": 0.9802626371383667
},
{
"p": 0.07150636613368988,
"m": 0.5
},
{
"p": 0.07109516859054565,
"m": 0.5
}
]
},
{
"epoch": 128,
"train_loss": 2.1587812900543213,
"val_loss": 0.8210575580596924,
"acc": 68.64,
"time": 272.3375134569942,
"mix_dist": 0.5,
"param": [
{
"p": 0.07145488262176514,
"m": 0.5
},
{
"p": 0.07128758728504181,
"m": 0.5
},
{
"p": 0.0716024711728096,
"m": 0.5
},
{
"p": 0.07108569145202637,
"m": 0.9657771587371826
},
{
"p": 0.07147962599992752,
"m": 0.7460818290710449
},
{
"p": 0.07123079895973206,
"m": 0.7757424712181091
},
{
"p": 0.07132486253976822,
"m": 0.9939857721328735
},
{
"p": 0.0714973658323288,
"m": 0.9757250547409058
},
{
"p": 0.07145684957504272,
"m": 0.7132214903831482
},
{
"p": 0.07162497937679291,
"m": 0.9970552921295166
},
{
"p": 0.0715259462594986,
"m": 0.8000887632369995
},
{
"p": 0.07163573056459427,
"m": 0.9949914216995239
},
{
"p": 0.07152566313743591,
"m": 0.5
},
{
"p": 0.07126753777265549,
"m": 0.5
}
]
},
{
"epoch": 129,
"train_loss": 2.258965015411377,
"val_loss": 0.8936898708343506,
"acc": 70.09,
"time": 273.6385546629899,
"mix_dist": 0.5,
"param": [
{
"p": 0.07152329385280609,
"m": 0.5
},
{
"p": 0.07124199718236923,
"m": 0.5
},
{
"p": 0.07157008349895477,
"m": 0.5
},
{
"p": 0.07134034484624863,
"m": 0.9528214931488037
},
{
"p": 0.07114265114068985,
"m": 0.7882294058799744
},
{
"p": 0.0711464062333107,
"m": 0.8538638949394226
},
{
"p": 0.07126256823539734,
"m": 0.8869865536689758
},
{
"p": 0.07165062427520752,
"m": 0.9950308203697205
},
{
"p": 0.07158247381448746,
"m": 0.7748003005981445
},
{
"p": 0.07150128483772278,
"m": 0.9733123183250427
},
{
"p": 0.07162586599588394,
"m": 0.835757315158844
},
{
"p": 0.0716799646615982,
"m": 1.0
},
{
"p": 0.07161422818899155,
"m": 0.5
},
{
"p": 0.07111823558807373,
"m": 0.5
}
]
},
{
"epoch": 130,
"train_loss": 2.3428220748901367,
"val_loss": 0.8790431022644043,
"acc": 69.51,
"time": 272.5458403269877,
"mix_dist": 0.5,
"param": [
{
"p": 0.07119974493980408,
"m": 0.5
},
{
"p": 0.07139682024717331,
"m": 0.5
},
{
"p": 0.07173752039670944,
"m": 0.5
},
{
"p": 0.07144579291343689,
"m": 0.9881559610366821
},
{
"p": 0.07135533541440964,
"m": 0.78089839220047
},
{
"p": 0.07114394009113312,
"m": 0.7954269647598267
},
{
"p": 0.07140859216451645,
"m": 0.9846155643463135
},
{
"p": 0.07138419151306152,
"m": 0.9989872574806213
},
{
"p": 0.0714523047208786,
"m": 0.8151130676269531
},
{
"p": 0.07158496230840683,
"m": 0.9940986037254333
},
{
"p": 0.07165372371673584,
"m": 0.9627696871757507
},
{
"p": 0.07139746099710464,
"m": 1.0
},
{
"p": 0.0715283527970314,
"m": 0.5
},
{
"p": 0.07131122052669525,
"m": 0.5
}
]
},
{
"epoch": 131,
"train_loss": 2.0897915363311768,
"val_loss": 0.868730902671814,
"acc": 68.92,
"time": 272.87435339804506,
"mix_dist": 0.5,
"param": [
{
"p": 0.07134175300598145,
"m": 0.5
},
{
"p": 0.07120520621538162,
"m": 0.5
},
{
"p": 0.07133781164884567,
"m": 0.5
},
{
"p": 0.07113173604011536,
"m": 0.9878935813903809
},
{
"p": 0.07128588110208511,
"m": 0.7385609745979309
},
{
"p": 0.07146964967250824,
"m": 0.8459545373916626
},
{
"p": 0.07150450348854065,
"m": 0.9358817338943481
},
{
"p": 0.07159804552793503,
"m": 0.9427517652511597
},
{
"p": 0.07152222096920013,
"m": 0.9353930950164795
},
{
"p": 0.07146348804235458,
"m": 1.0
},
{
"p": 0.07147561013698578,
"m": 0.9816875457763672
},
{
"p": 0.07148613035678864,
"m": 1.0
},
{
"p": 0.07207059115171432,
"m": 0.5
},
{
"p": 0.07110736519098282,
"m": 0.5
}
]
},
{
"epoch": 132,
"train_loss": 1.9541733264923096,
"val_loss": 0.9006924629211426,
"acc": 69.89,
"time": 273.5071002120385,
"mix_dist": 0.5,
"param": [
{
"p": 0.0715215876698494,
"m": 0.5
},
{
"p": 0.07136288285255432,
"m": 0.5
},
{
"p": 0.07126550376415253,
"m": 0.5
},
{
"p": 0.0716424360871315,
"m": 1.0
},
{
"p": 0.07107046246528625,
"m": 0.8366547226905823
},
{
"p": 0.07107323408126831,
"m": 0.7275275588035583
},
{
"p": 0.07133367657661438,
"m": 0.9378559589385986
},
{
"p": 0.07155003398656845,
"m": 0.9107149839401245
},
{
"p": 0.07172943651676178,
"m": 0.9135499000549316
},
{
"p": 0.07147867977619171,
"m": 0.9568403363227844
},
{
"p": 0.07160194218158722,
"m": 0.994718611240387
},
{
"p": 0.07146846503019333,
"m": 1.0
},
{
"p": 0.07158120721578598,
"m": 0.5
},
{
"p": 0.07132043689489365,
"m": 0.5
}
]
},
{
"epoch": 133,
"train_loss": 2.2908620834350586,
"val_loss": 0.7931165099143982,
"acc": 69.64,
"time": 273.8285414239508,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714285671710968,
"m": 0.5
},
{
"p": 0.07113289088010788,
"m": 0.5
},
{
"p": 0.0715971440076828,
"m": 0.5
},
{
"p": 0.07145869731903076,
"m": 1.0
},
{
"p": 0.07123102992773056,
"m": 0.8277521729469299
},
{
"p": 0.07112223654985428,
"m": 0.8114092946052551
},
{
"p": 0.07159274816513062,
"m": 0.9985998868942261
},
{
"p": 0.07152565568685532,
"m": 0.8347682952880859
},
{
"p": 0.0714963972568512,
"m": 0.8920626640319824
},
{
"p": 0.07145527005195618,
"m": 1.0
},
{
"p": 0.07150302827358246,
"m": 0.8528122901916504
},
{
"p": 0.0718023031949997,
"m": 1.0
},
{
"p": 0.07141271233558655,
"m": 0.5
},
{
"p": 0.07124128192663193,
"m": 0.5
}
]
},
{
"epoch": 134,
"train_loss": 2.364100933074951,
"val_loss": 0.9260839223861694,
"acc": 70.57,
"time": 271.86283559701405,
"mix_dist": 0.5,
"param": [
{
"p": 0.07159537822008133,
"m": 0.5
},
{
"p": 0.07126346975564957,
"m": 0.5
},
{
"p": 0.07155993580818176,
"m": 0.5
},
{
"p": 0.07142112404108047,
"m": 1.0
},
{
"p": 0.07123539596796036,
"m": 0.9208458662033081
},
{
"p": 0.07113441079854965,
"m": 0.9370330572128296
},
{
"p": 0.07130492478609085,
"m": 1.0
},
{
"p": 0.07164239883422852,
"m": 0.7107620239257812
},
{
"p": 0.07136798650026321,
"m": 0.9667724967002869
},
{
"p": 0.07136397063732147,
"m": 1.0
},
{
"p": 0.07152007520198822,
"m": 0.9150100350379944
},
{
"p": 0.07163283228874207,
"m": 0.9886128306388855
},
{
"p": 0.07170732319355011,
"m": 0.5
},
{
"p": 0.07125075161457062,
"m": 0.5
}
]
},
{
"epoch": 135,
"train_loss": 2.1001274585723877,
"val_loss": 0.8936511278152466,
"acc": 68.19,
"time": 272.94682461803313,
"mix_dist": 0.5,
"param": [
{
"p": 0.07153408229351044,
"m": 0.5
},
{
"p": 0.07118503749370575,
"m": 0.5
},
{
"p": 0.07159364223480225,
"m": 0.5
},
{
"p": 0.07160495221614838,
"m": 0.9768121242523193
},
{
"p": 0.07109006494283676,
"m": 1.0
},
{
"p": 0.07102137058973312,
"m": 0.9481965899467468
},
{
"p": 0.07156733423471451,
"m": 0.9886056184768677
},
{
"p": 0.0713457241654396,
"m": 0.7432497143745422
},
{
"p": 0.07159901410341263,
"m": 0.9146835207939148
},
{
"p": 0.07153429090976715,
"m": 0.9950810670852661
},
{
"p": 0.07155246287584305,
"m": 0.9931380748748779
},
{
"p": 0.07155945897102356,
"m": 1.0
},
{
"p": 0.07153790444135666,
"m": 0.5
},
{
"p": 0.07127463817596436,
"m": 0.5
}
]
},
{
"epoch": 136,
"train_loss": 2.396172046661377,
"val_loss": 0.9666481614112854,
"acc": 69.58,
"time": 275.10707864601864,
"mix_dist": 0.5,
"param": [
{
"p": 0.0717281848192215,
"m": 0.5
},
{
"p": 0.07118634879589081,
"m": 0.5
},
{
"p": 0.0716317743062973,
"m": 0.5
},
{
"p": 0.07119922339916229,
"m": 0.9890882968902588
},
{
"p": 0.07127073407173157,
"m": 0.9805015921592712
},
{
"p": 0.07113955914974213,
"m": 0.9276463389396667
},
{
"p": 0.07181112468242645,
"m": 0.9955762028694153
},
{
"p": 0.07131001353263855,
"m": 0.7489901781082153
},
{
"p": 0.07135064154863358,
"m": 0.9876461625099182
},
{
"p": 0.07165063917636871,
"m": 0.9914330244064331
},
{
"p": 0.07148595154285431,
"m": 0.9966970682144165
},
{
"p": 0.07141866534948349,
"m": 1.0
},
{
"p": 0.07168847322463989,
"m": 0.5
},
{
"p": 0.071128711104393,
"m": 0.5
}
]
},
{
"epoch": 137,
"train_loss": 2.4124014377593994,
"val_loss": 1.0232571363449097,
"acc": 69.68,
"time": 275.1532778830151,
"mix_dist": 0.5,
"param": [
{
"p": 0.07152619957923889,
"m": 0.5
},
{
"p": 0.07118579000234604,
"m": 0.5
},
{
"p": 0.07153245806694031,
"m": 0.5
},
{
"p": 0.07125980406999588,
"m": 0.9644376039505005
},
{
"p": 0.07140509784221649,
"m": 0.9798861742019653
},
{
"p": 0.07110714167356491,
"m": 0.8274945020675659
},
{
"p": 0.07126785069704056,
"m": 0.9898362755775452
},
{
"p": 0.07131949812173843,
"m": 0.8631551861763
},
{
"p": 0.07170461118221283,
"m": 0.9003989696502686
},
{
"p": 0.0717264860868454,
"m": 0.9897692799568176
},
{
"p": 0.07166022807359695,
"m": 0.8765208125114441
},
{
"p": 0.07155429571866989,
"m": 1.0
},
{
"p": 0.07156418263912201,
"m": 0.5
},
{
"p": 0.0711863711476326,
"m": 0.5
}
]
},
{
"epoch": 138,
"train_loss": 2.356745719909668,
"val_loss": 0.8829296827316284,
"acc": 70.12,
"time": 272.619643729995,
"mix_dist": 0.5,
"param": [
{
"p": 0.07175936549901962,
"m": 0.5
},
{
"p": 0.07098374515771866,
"m": 0.5
},
{
"p": 0.07158776372671127,
"m": 0.5
},
{
"p": 0.07132840901613235,
"m": 0.9582780599594116
},
{
"p": 0.0712365135550499,
"m": 0.99359130859375
},
{
"p": 0.07099881023168564,
"m": 0.7668448090553284
},
{
"p": 0.07145906239748001,
"m": 0.9541098475456238
},
{
"p": 0.07157890498638153,
"m": 0.8938000202178955
},
{
"p": 0.0715063288807869,
"m": 0.8509970903396606
},
{
"p": 0.07142039388418198,
"m": 1.0
},
{
"p": 0.07144764810800552,
"m": 0.8963876366615295
},
{
"p": 0.07165351510047913,
"m": 1.0
},
{
"p": 0.07177377492189407,
"m": 0.5
},
{
"p": 0.07126577943563461,
"m": 0.5
}
]
},
{
"epoch": 139,
"train_loss": 2.134702682495117,
"val_loss": 0.9547394514083862,
"acc": 69.67,
"time": 272.459579509974,
"mix_dist": 0.5,
"param": [
{
"p": 0.07177959382534027,
"m": 0.5
},
{
"p": 0.07135839015245438,
"m": 0.5
},
{
"p": 0.07164638489484787,
"m": 0.5
},
{
"p": 0.07142815738916397,
"m": 0.9307028651237488
},
{
"p": 0.07128564268350601,
"m": 0.9919174313545227
},
{
"p": 0.07132753729820251,
"m": 0.7888550758361816
},
{
"p": 0.07141752541065216,
"m": 0.9709842801094055
},
{
"p": 0.07157272100448608,
"m": 0.9273229837417603
},
{
"p": 0.07152757793664932,
"m": 0.8353245854377747
},
{
"p": 0.07143110036849976,
"m": 1.0
},
{
"p": 0.07128778845071793,
"m": 0.8618751764297485
},
{
"p": 0.07143321633338928,
"m": 0.9629923701286316
},
{
"p": 0.07136687636375427,
"m": 0.5
},
{
"p": 0.07113746553659439,
"m": 0.5
}
]
},
{
"epoch": 140,
"train_loss": 2.0384819507598877,
"val_loss": 0.8942043781280518,
"acc": 69.74,
"time": 273.44297725101933,
"mix_dist": 0.5,
"param": [
{
"p": 0.07146582752466202,
"m": 0.5
},
{
"p": 0.07138629257678986,
"m": 0.5
},
{
"p": 0.07175908237695694,
"m": 0.5
},
{
"p": 0.07127220183610916,
"m": 0.9405092597007751
},
{
"p": 0.0713592916727066,
"m": 1.0
},
{
"p": 0.0711834654211998,
"m": 0.7761891484260559
},
{
"p": 0.07124727964401245,
"m": 0.9170888662338257
},
{
"p": 0.07163126021623611,
"m": 0.9533699154853821
},
{
"p": 0.07115177810192108,
"m": 0.8494219779968262
},
{
"p": 0.071631520986557,
"m": 1.0
},
{
"p": 0.07149668782949448,
"m": 0.8415234684944153
},
{
"p": 0.07157769799232483,
"m": 0.9955304265022278
},
{
"p": 0.07159944623708725,
"m": 0.5
},
{
"p": 0.0712381973862648,
"m": 0.5
}
]
},
{
"epoch": 141,
"train_loss": 2.345457077026367,
"val_loss": 0.9739298820495605,
"acc": 68.91,
"time": 271.2314944100217,
"mix_dist": 0.5,
"param": [
{
"p": 0.07171601057052612,
"m": 0.5
},
{
"p": 0.07140171527862549,
"m": 0.5
},
{
"p": 0.07144998759031296,
"m": 0.5
},
{
"p": 0.07134949415922165,
"m": 0.8521894812583923
},
{
"p": 0.07103843986988068,
"m": 0.9479888081550598
},
{
"p": 0.07146917283535004,
"m": 0.6201589703559875
},
{
"p": 0.07167315483093262,
"m": 0.9371466040611267
},
{
"p": 0.07151121646165848,
"m": 0.9357627630233765
},
{
"p": 0.07138204574584961,
"m": 0.8391559720039368
},
{
"p": 0.07166693359613419,
"m": 1.0
},
{
"p": 0.07150790095329285,
"m": 0.9149643182754517
},
{
"p": 0.07149747759103775,
"m": 0.9944421648979187
},
{
"p": 0.07108251750469208,
"m": 0.5
},
{
"p": 0.0712539553642273,
"m": 0.5
}
]
},
{
"epoch": 142,
"train_loss": 2.0598974227905273,
"val_loss": 0.8235383033752441,
"acc": 69.83,
"time": 273.1697845120216,
"mix_dist": 0.5,
"param": [
{
"p": 0.07152250409126282,
"m": 0.5
},
{
"p": 0.07141320407390594,
"m": 0.5
},
{
"p": 0.0714108794927597,
"m": 0.5
},
{
"p": 0.07161328196525574,
"m": 0.8393322229385376
},
{
"p": 0.0713295266032219,
"m": 0.6175901293754578
},
{
"p": 0.07096292078495026,
"m": 0.6895759701728821
},
{
"p": 0.0714677944779396,
"m": 0.999656617641449
},
{
"p": 0.07148061692714691,
"m": 1.0
},
{
"p": 0.07156380265951157,
"m": 0.8007957935333252
},
{
"p": 0.07127828896045685,
"m": 0.9959997534751892
},
{
"p": 0.07147838175296783,
"m": 0.9668381214141846
},
{
"p": 0.07152849435806274,
"m": 1.0
},
{
"p": 0.07174479216337204,
"m": 0.5
},
{
"p": 0.07120556384325027,
"m": 0.5
}
]
},
{
"epoch": 143,
"train_loss": 1.9409946203231812,
"val_loss": 0.8092865943908691,
"acc": 69.4,
"time": 271.4430866500479,
"mix_dist": 0.5,
"param": [
{
"p": 0.07175102084875107,
"m": 0.5
},
{
"p": 0.07103273272514343,
"m": 0.5
},
{
"p": 0.07146274298429489,
"m": 0.5
},
{
"p": 0.07131633907556534,
"m": 0.7879735231399536
},
{
"p": 0.07137525826692581,
"m": 0.7988983988761902
},
{
"p": 0.07113819569349289,
"m": 0.7690673470497131
},
{
"p": 0.07161644101142883,
"m": 0.9477089643478394
},
{
"p": 0.07150942832231522,
"m": 0.9533648490905762
},
{
"p": 0.07133430987596512,
"m": 0.887039840221405
},
{
"p": 0.07156684249639511,
"m": 0.9697496294975281
},
{
"p": 0.07149767875671387,
"m": 0.9948651790618896
},
{
"p": 0.07132717221975327,
"m": 1.0
},
{
"p": 0.07163874059915543,
"m": 0.5
},
{
"p": 0.07143314927816391,
"m": 0.5
}
]
},
{
"epoch": 144,
"train_loss": 1.9008959531784058,
"val_loss": 0.8935220837593079,
"acc": 70.16,
"time": 272.4757575750118,
"mix_dist": 0.5,
"param": [
{
"p": 0.07154397666454315,
"m": 0.5
},
{
"p": 0.07128940522670746,
"m": 0.5
},
{
"p": 0.07150953263044357,
"m": 0.5
},
{
"p": 0.07144630700349808,
"m": 0.8500642776489258
},
{
"p": 0.07130084186792374,
"m": 0.8139565587043762
},
{
"p": 0.07128509879112244,
"m": 0.9260202646255493
},
{
"p": 0.07121601700782776,
"m": 0.9985328316688538
},
{
"p": 0.0714903250336647,
"m": 0.9819315075874329
},
{
"p": 0.07152300328016281,
"m": 0.8791629076004028
},
{
"p": 0.07162230461835861,
"m": 0.9972505569458008
},
{
"p": 0.07143492996692657,
"m": 0.8329504132270813
},
{
"p": 0.07148624211549759,
"m": 1.0
},
{
"p": 0.07155513018369675,
"m": 0.5
},
{
"p": 0.07129687070846558,
"m": 0.5
}
]
},
{
"epoch": 145,
"train_loss": 2.0412745475769043,
"val_loss": 0.946471095085144,
"acc": 69.87,
"time": 271.7526611369685,
"mix_dist": 0.5,
"param": [
{
"p": 0.07169700413942337,
"m": 0.5
},
{
"p": 0.0712558850646019,
"m": 0.5
},
{
"p": 0.07164240628480911,
"m": 0.5
},
{
"p": 0.07140237092971802,
"m": 0.8878027200698853
},
{
"p": 0.07130274921655655,
"m": 0.8617935180664062
},
{
"p": 0.07126999646425247,
"m": 0.9346282482147217
},
{
"p": 0.0713854655623436,
"m": 0.9324634075164795
},
{
"p": 0.07145044207572937,
"m": 1.0
},
{
"p": 0.07143612205982208,
"m": 0.9914618730545044
},
{
"p": 0.07137277722358704,
"m": 0.99494868516922
},
{
"p": 0.0715407133102417,
"m": 0.8940008878707886
},
{
"p": 0.07159066945314407,
"m": 1.0
},
{
"p": 0.0714859664440155,
"m": 0.5
},
{
"p": 0.07116742432117462,
"m": 0.5
}
]
},
{
"epoch": 146,
"train_loss": 2.30981707572937,
"val_loss": 1.0166242122650146,
"acc": 68.47,
"time": 272.8164086439647,
"mix_dist": 0.5,
"param": [
{
"p": 0.07158546894788742,
"m": 0.5
},
{
"p": 0.07113224267959595,
"m": 0.5
},
{
"p": 0.07172136753797531,
"m": 0.5
},
{
"p": 0.07140243053436279,
"m": 1.0
},
{
"p": 0.0712152048945427,
"m": 0.8724384903907776
},
{
"p": 0.0710613802075386,
"m": 0.9748244881629944
},
{
"p": 0.07153065502643585,
"m": 0.9505324959754944
},
{
"p": 0.07128839194774628,
"m": 1.0
},
{
"p": 0.07159078866243362,
"m": 0.9050812125205994
},
{
"p": 0.07144767791032791,
"m": 1.0
},
{
"p": 0.07158824801445007,
"m": 0.7856408357620239
},
{
"p": 0.07153405994176865,
"m": 1.0
},
{
"p": 0.0717163160443306,
"m": 0.5
},
{
"p": 0.07118575274944305,
"m": 0.5
}
]
},
{
"epoch": 147,
"train_loss": 2.0338783264160156,
"val_loss": 0.9484688639640808,
"acc": 70.1,
"time": 272.10733587597497,
"mix_dist": 0.5,
"param": [
{
"p": 0.0717046707868576,
"m": 0.5
},
{
"p": 0.07123936712741852,
"m": 0.5
},
{
"p": 0.07121386379003525,
"m": 0.5
},
{
"p": 0.07147272676229477,
"m": 0.9920989274978638
},
{
"p": 0.07133156806230545,
"m": 0.8779459595680237
},
{
"p": 0.07132932543754578,
"m": 0.984404981136322
},
{
"p": 0.07157011330127716,
"m": 0.9947924613952637
},
{
"p": 0.0713605210185051,
"m": 0.9970354437828064
},
{
"p": 0.07149256020784378,
"m": 0.9752925038337708
},
{
"p": 0.07162731140851974,
"m": 0.9993038773536682
},
{
"p": 0.07155286520719528,
"m": 0.8112006783485413
},
{
"p": 0.07152832299470901,
"m": 1.0
},
{
"p": 0.0714629665017128,
"m": 0.5
},
{
"p": 0.07111378759145737,
"m": 0.5
}
]
},
{
"epoch": 148,
"train_loss": 2.305936813354492,
"val_loss": 0.9101377129554749,
"acc": 69.76,
"time": 272.8094963769545,
"mix_dist": 0.5,
"param": [
{
"p": 0.0716012567281723,
"m": 0.5
},
{
"p": 0.07106830924749374,
"m": 0.5
},
{
"p": 0.07130007445812225,
"m": 0.5
},
{
"p": 0.07136305421590805,
"m": 1.0
},
{
"p": 0.0714239701628685,
"m": 0.9307920336723328
},
{
"p": 0.07126098871231079,
"m": 0.9807226061820984
},
{
"p": 0.07134658098220825,
"m": 0.9844034314155579
},
{
"p": 0.0714573934674263,
"m": 0.9187642931938171
},
{
"p": 0.07159748673439026,
"m": 0.8753925561904907
},
{
"p": 0.07171313464641571,
"m": 0.9860079288482666
},
{
"p": 0.0717020258307457,
"m": 0.8982086777687073
},
{
"p": 0.07148075848817825,
"m": 1.0
},
{
"p": 0.07164350897073746,
"m": 0.5
},
{
"p": 0.07104147970676422,
"m": 0.5
}
]
},
{
"epoch": 149,
"train_loss": 2.1322665214538574,
"val_loss": 0.8835154175758362,
"acc": 69.5,
"time": 272.559338897001,
"mix_dist": 0.5,
"param": [
{
"p": 0.0714896023273468,
"m": 0.5
},
{
"p": 0.07105439901351929,
"m": 0.5
},
{
"p": 0.07177890092134476,
"m": 0.5
},
{
"p": 0.07162942737340927,
"m": 1.0
},
{
"p": 0.07123231142759323,
"m": 0.7280862927436829
},
{
"p": 0.07127464562654495,
"m": 0.7784655690193176
},
{
"p": 0.07146737724542618,
"m": 0.9187867045402527
},
{
"p": 0.07146177440881729,
"m": 0.9947033524513245
},
{
"p": 0.07154474407434464,
"m": 0.9763109683990479
},
{
"p": 0.0712745413184166,
"m": 0.966894268989563
},
{
"p": 0.07149233669042587,
"m": 0.977774977684021
},
{
"p": 0.0717756450176239,
"m": 0.999029815196991
},
{
"p": 0.07135407626628876,
"m": 0.5
},
{
"p": 0.07117024809122086,
"m": 0.5
}
]
},
{
"epoch": 150,
"train_loss": 2.0256521701812744,
"val_loss": 0.8016096949577332,
"acc": 70.34,
"time": 272.89799420000054,
"mix_dist": 0.5,
"param": [
{
"p": 0.07169291377067566,
"m": 0.5
},
{
"p": 0.07111367583274841,
"m": 0.5
},
{
"p": 0.07150767743587494,
"m": 0.5
},
{
"p": 0.07138526439666748,
"m": 1.0
},
{
"p": 0.07161375880241394,
"m": 0.66847825050354
},
{
"p": 0.07104197144508362,
"m": 0.8997767567634583
},
{
"p": 0.07119505852460861,
"m": 0.9787939786911011
},
{
"p": 0.07149888575077057,
"m": 0.998467743396759
},
{
"p": 0.07152236998081207,
"m": 0.9835976958274841
},
{
"p": 0.0713861882686615,
"m": 0.975069522857666
},
{
"p": 0.07144270837306976,
"m": 1.0
},
{
"p": 0.07170511037111282,
"m": 0.9788809418678284
},
{
"p": 0.07168085873126984,
"m": 0.5
},
{
"p": 0.07121358811855316,
"m": 0.5
}
]
}
]
}