AntoineH/smart_augmentation
1
0
Fork 0
mirror of https://github.com/AntoineHX/smart_augmentation.git synced 2025-05-04 20:20:46 +02:00
Code Issues Projects Releases Packages Wiki Activity
smart_augmentation/higher/res/log/Aug_mod(Data_augV6(Uniform-14TFx1-MagFxSh)-LeNet)-100 epochs (dataug:0)- 10 in_it.json
Harle, Antoine (Contracteur) 31f0b745b5 Ajout RandAug (Before train) (Work in progress)
2019-12-02 06:38:13 -05:00

6526 lines
No EOL
94 KiB
JSON
Raw Blame History

{
"Accuracy": 69.21,
"Time": [
22.733151396640025,
6.441723911983473
],
"Device": "GeForce GTX 1080 Ti",
"Param_names": [
"Identity",
"FlipUD",
"FlipLR",
"Rotate",
"TranslateX",
"TranslateY",
"ShearX",
"ShearY",
"Contrast",
"Color",
"Brightness",
"Sharpness",
"Posterize",
"Solarize"
],
"Log": [
{
"epoch": 1,
"train_loss": 2.2741098403930664,
"val_loss": 2.286533832550049,
"acc": 12.49,
"time": 29.322850159999998,
"param": [
{
"p": 0.5124008655548096,
"m": 1.0
},
{
"p": 0.4608709514141083,
"m": 1.0
},
{
"p": 0.5332287549972534,
"m": 1.0
},
{
"p": 0.528617262840271,
"m": 1.0
},
{
"p": 0.476205050945282,
"m": 1.0
},
{
"p": 0.4789191484451294,
"m": 1.0
},
{
"p": 0.48265230655670166,
"m": 1.0
},
{
"p": 0.48651859164237976,
"m": 1.0
},
{
"p": 0.5093492269515991,
"m": 1.0
},
{
"p": 0.4951200485229492,
"m": 1.0
},
{
"p": 0.5,
"m": 1.0
},
{
"p": 0.5,
"m": 1.0
},
{
"p": 0.5,
"m": 1.0
},
{
"p": 0.5,
"m": 1.0
}
]
},
{
"epoch": 2,
"train_loss": 2.0579333305358887,
"val_loss": 2.0532026290893555,
"acc": 27.08,
"time": 24.886168677999997,
"param": [
{
"p": 0.5696298480033875,
"m": 1.0
},
{
"p": 0.4345005452632904,
"m": 1.0
},
{
"p": 0.5249406099319458,
"m": 1.0
},
{
"p": 0.5260986685752869,
"m": 1.0
},
{
"p": 0.4538794755935669,
"m": 1.0
},
{
"p": 0.46724677085876465,
"m": 1.0
},
{
"p": 0.4630948603153229,
"m": 1.0
},
{
"p": 0.4647873044013977,
"m": 1.0
},
{
"p": 0.5334756970405579,
"m": 1.0
},
{
"p": 0.4683413803577423,
"m": 1.0
},
{
"p": 0.47027531266212463,
"m": 1.0
},
{
"p": 0.47230878472328186,
"m": 1.0
},
{
"p": 0.4745989739894867,
"m": 1.0
},
{
"p": 0.47713300585746765,
"m": 1.0
}
]
},
{
"epoch": 3,
"train_loss": 1.8851901292800903,
"val_loss": 1.9058918952941895,
"acc": 32.49,
"time": 13.955608936000004,
"param": [
{
"p": 0.595648467540741,
"m": 1.0
},
{
"p": 0.41135501861572266,
"m": 1.0
},
{
"p": 0.5040513873100281,
"m": 1.0
},
{
"p": 0.5028099417686462,
"m": 1.0
},
{
"p": 0.4280061423778534,
"m": 1.0
},
{
"p": 0.49428051710128784,
"m": 1.0
},
{
"p": 0.4944482445716858,
"m": 1.0
},
{
"p": 0.49286073446273804,
"m": 1.0
},
{
"p": 0.5644235610961914,
"m": 1.0
},
{
"p": 0.4883721172809601,
"m": 1.0
},
{
"p": 0.4853131175041199,
"m": 1.0
},
{
"p": 0.4811164140701294,
"m": 1.0
},
{
"p": 0.4755328297615051,
"m": 1.0
},
{
"p": 0.45233145356178284,
"m": 1.0
}
]
},
{
"epoch": 4,
"train_loss": 1.5831830501556396,
"val_loss": 1.6986594200134277,
"acc": 39.66,
"time": 24.778555253999997,
"param": [
{
"p": 0.616924524307251,
"m": 1.0
},
{
"p": 0.3784623146057129,
"m": 1.0
},
{
"p": 0.526703953742981,
"m": 1.0
},
{
"p": 0.4973631501197815,
"m": 1.0
},
{
"p": 0.4540409445762634,
"m": 1.0
},
{
"p": 0.4718098044395447,
"m": 1.0
},
{
"p": 0.5041065216064453,
"m": 1.0
},
{
"p": 0.5238993167877197,
"m": 1.0
},
{
"p": 0.5692731142044067,
"m": 1.0
},
{
"p": 0.5087220668792725,
"m": 1.0
},
{
"p": 0.4993854761123657,
"m": 1.0
},
{
"p": 0.5035659670829773,
"m": 1.0
},
{
"p": 0.4975222945213318,
"m": 1.0
},
{
"p": 0.4233851432800293,
"m": 1.0
}
]
},
{
"epoch": 5,
"train_loss": 1.611761450767517,
"val_loss": 1.599444031715393,
"acc": 42.9,
"time": 28.68311030800001,
"param": [
{
"p": 0.6588338613510132,
"m": 1.0
},
{
"p": 0.34483492374420166,
"m": 1.0
},
{
"p": 0.5084168314933777,
"m": 1.0
},
{
"p": 0.48682349920272827,
"m": 1.0
},
{
"p": 0.4628044366836548,
"m": 1.0
},
{
"p": 0.4454643726348877,
"m": 1.0
},
{
"p": 0.5127600431442261,
"m": 1.0
},
{
"p": 0.5503364205360413,
"m": 1.0
},
{
"p": 0.5549904108047485,
"m": 1.0
},
{
"p": 0.5210476517677307,
"m": 1.0
},
{
"p": 0.46889162063598633,
"m": 1.0
},
{
"p": 0.4730813205242157,
"m": 1.0
},
{
"p": 0.5364799499511719,
"m": 1.0
},
{
"p": 0.3885001540184021,
"m": 1.0
}
]
},
{
"epoch": 6,
"train_loss": 1.5027626752853394,
"val_loss": 1.579607605934143,
"acc": 45.31,
"time": 14.79927114199998,
"param": [
{
"p": 0.699497640132904,
"m": 1.0
},
{
"p": 0.31661954522132874,
"m": 1.0
},
{
"p": 0.4858246445655823,
"m": 1.0
},
{
"p": 0.4753476679325104,
"m": 1.0
},
{
"p": 0.4543251097202301,
"m": 1.0
},
{
"p": 0.4212530851364136,
"m": 1.0
},
{
"p": 0.5512111783027649,
"m": 1.0
},
{
"p": 0.5441566705703735,
"m": 1.0
},
{
"p": 0.5137157440185547,
"m": 1.0
},
{
"p": 0.5392805337905884,
"m": 1.0
},
{
"p": 0.4740457534790039,
"m": 1.0
},
{
"p": 0.44509825110435486,
"m": 1.0
},
{
"p": 0.5743693113327026,
"m": 1.0
},
{
"p": 0.36468327045440674,
"m": 1.0
}
]
},
{
"epoch": 7,
"train_loss": 1.5578899383544922,
"val_loss": 1.5423592329025269,
"acc": 48.48,
"time": 21.654130355000007,
"param": [
{
"p": 0.7313323616981506,
"m": 1.0
},
{
"p": 0.2871534526348114,
"m": 1.0
},
{
"p": 0.4749133884906769,
"m": 1.0
},
{
"p": 0.4909723401069641,
"m": 1.0
},
{
"p": 0.4454406499862671,
"m": 1.0
},
{
"p": 0.38466185331344604,
"m": 1.0
},
{
"p": 0.555325984954834,
"m": 1.0
},
{
"p": 0.5423132181167603,
"m": 1.0
},
{
"p": 0.4953218400478363,
"m": 1.0
},
{
"p": 0.5598208904266357,
"m": 1.0
},
{
"p": 0.4689461290836334,
"m": 1.0
},
{
"p": 0.43307575583457947,
"m": 1.0
},
{
"p": 0.6057085394859314,
"m": 1.0
},
{
"p": 0.34829163551330566,
"m": 1.0
}
]
},
{
"epoch": 8,
"train_loss": 1.4580525159835815,
"val_loss": 1.4478524923324585,
"acc": 48.71,
"time": 32.297310028,
"param": [
{
"p": 0.7738147974014282,
"m": 1.0
},
{
"p": 0.2552851736545563,
"m": 1.0
},
{
"p": 0.4744988679885864,
"m": 1.0
},
{
"p": 0.512256383895874,
"m": 1.0
},
{
"p": 0.4264635443687439,
"m": 1.0
},
{
"p": 0.3502404987812042,
"m": 1.0
},
{
"p": 0.5554043650627136,
"m": 1.0
},
{
"p": 0.5439109206199646,
"m": 1.0
},
{
"p": 0.4890744388103485,
"m": 1.0
},
{
"p": 0.5820645689964294,
"m": 1.0
},
{
"p": 0.436809778213501,
"m": 1.0
},
{
"p": 0.4676755368709564,
"m": 1.0
},
{
"p": 0.5929865837097168,
"m": 1.0
},
{
"p": 0.3146144449710846,
"m": 1.0
}
]
},
{
"epoch": 9,
"train_loss": 1.7102173566818237,
"val_loss": 1.346099615097046,
"acc": 50.49,
"time": 17.408580473,
"param": [
{
"p": 0.8018184304237366,
"m": 1.0
},
{
"p": 0.2269824743270874,
"m": 1.0
},
{
"p": 0.48279204964637756,
"m": 1.0
},
{
"p": 0.5294000506401062,
"m": 1.0
},
{
"p": 0.40665850043296814,
"m": 1.0
},
{
"p": 0.31732606887817383,
"m": 1.0
},
{
"p": 0.5604891180992126,
"m": 1.0
},
{
"p": 0.5549840331077576,
"m": 1.0
},
{
"p": 0.48862844705581665,
"m": 1.0
},
{
"p": 0.6041187047958374,
"m": 1.0
},
{
"p": 0.4352787435054779,
"m": 1.0
},
{
"p": 0.48570749163627625,
"m": 1.0
},
{
"p": 0.5831525921821594,
"m": 1.0
},
{
"p": 0.2900771498680115,
"m": 1.0
}
]
},
{
"epoch": 10,
"train_loss": 1.4675559997558594,
"val_loss": 1.3829940557479858,
"acc": 50.38,
"time": 17.528341340999987,
"param": [
{
"p": 0.832429051399231,
"m": 1.0
},
{
"p": 0.20034749805927277,
"m": 1.0
},
{
"p": 0.5025137066841125,
"m": 1.0
},
{
"p": 0.5405898690223694,
"m": 1.0
},
{
"p": 0.3768707811832428,
"m": 1.0
},
{
"p": 0.28033843636512756,
"m": 1.0
},
{
"p": 0.5394572019577026,
"m": 1.0
},
{
"p": 0.584043562412262,
"m": 1.0
},
{
"p": 0.45807212591171265,
"m": 1.0
},
{
"p": 0.6235872507095337,
"m": 1.0
},
{
"p": 0.442959725856781,
"m": 1.0
},
{
"p": 0.5068378448486328,
"m": 1.0
},
{
"p": 0.5790570974349976,
"m": 1.0
},
{
"p": 0.2731648087501526,
"m": 1.0
}
]
},
{
"epoch": 11,
"train_loss": 1.2204898595809937,
"val_loss": 1.2224334478378296,
"acc": 53.15,
"time": 32.417350777999985,
"param": [
{
"p": 0.8446750044822693,
"m": 1.0
},
{
"p": 0.18832039833068848,
"m": 1.0
},
{
"p": 0.49050867557525635,
"m": 1.0
},
{
"p": 0.5427730083465576,
"m": 1.0
},
{
"p": 0.3532426357269287,
"m": 1.0
},
{
"p": 0.25932973623275757,
"m": 1.0
},
{
"p": 0.5348113179206848,
"m": 1.0
},
{
"p": 0.6031390428543091,
"m": 1.0
},
{
"p": 0.4279620349407196,
"m": 1.0
},
{
"p": 0.6390729546546936,
"m": 1.0
},
{
"p": 0.4540998935699463,
"m": 1.0
},
{
"p": 0.5440202355384827,
"m": 1.0
},
{
"p": 0.5893091559410095,
"m": 1.0
},
{
"p": 0.27354124188423157,
"m": 1.0
}
]
},
{
"epoch": 12,
"train_loss": 1.4680668115615845,
"val_loss": 1.359702229499817,
"acc": 51.62,
"time": 21.193304316999956,
"param": [
{
"p": 0.8543274998664856,
"m": 1.0
},
{
"p": 0.18660099804401398,
"m": 1.0
},
{
"p": 0.4930948317050934,
"m": 1.0
},
{
"p": 0.5480226874351501,
"m": 1.0
},
{
"p": 0.3401165008544922,
"m": 1.0
},
{
"p": 0.24752821028232574,
"m": 1.0
},
{
"p": 0.5433304309844971,
"m": 1.0
},
{
"p": 0.6097549200057983,
"m": 1.0
},
{
"p": 0.4042941629886627,
"m": 1.0
},
{
"p": 0.6303207874298096,
"m": 1.0
},
{
"p": 0.45655640959739685,
"m": 1.0
},
{
"p": 0.571739137172699,
"m": 1.0
},
{
"p": 0.6047486662864685,
"m": 1.0
},
{
"p": 0.25011953711509705,
"m": 1.0
}
]
},
{
"epoch": 13,
"train_loss": 1.2142776250839233,
"val_loss": 1.2099679708480835,
"acc": 54.97,
"time": 14.547674647999997,
"param": [
{
"p": 0.8620798587799072,
"m": 1.0
},
{
"p": 0.1885039508342743,
"m": 1.0
},
{
"p": 0.5083497166633606,
"m": 1.0
},
{
"p": 0.5617446899414062,
"m": 1.0
},
{
"p": 0.3468015789985657,
"m": 1.0
},
{
"p": 0.2108861654996872,
"m": 1.0
},
{
"p": 0.5488104820251465,
"m": 1.0
},
{
"p": 0.6079521775245667,
"m": 1.0
},
{
"p": 0.386644572019577,
"m": 1.0
},
{
"p": 0.6091096997261047,
"m": 1.0
},
{
"p": 0.47349730134010315,
"m": 1.0
},
{
"p": 0.6026321053504944,
"m": 1.0
},
{
"p": 0.6093425154685974,
"m": 1.0
},
{
"p": 0.22479085624217987,
"m": 1.0
}
]
},
{
"epoch": 14,
"train_loss": 1.0365474224090576,
"val_loss": 1.21107816696167,
"acc": 54.87,
"time": 28.877549052999996,
"param": [
{
"p": 0.8641878366470337,
"m": 1.0
},
{
"p": 0.1902928650379181,
"m": 1.0
},
{
"p": 0.4949755072593689,
"m": 1.0
},
{
"p": 0.6011223196983337,
"m": 1.0
},
{
"p": 0.33345815539360046,
"m": 1.0
},
{
"p": 0.18078869581222534,
"m": 1.0
},
{
"p": 0.5525844097137451,
"m": 1.0
},
{
"p": 0.6129956841468811,
"m": 1.0
},
{
"p": 0.37670063972473145,
"m": 1.0
},
{
"p": 0.5978035926818848,
"m": 1.0
},
{
"p": 0.4931645691394806,
"m": 1.0
},
{
"p": 0.6374765038490295,
"m": 1.0
},
{
"p": 0.5994187593460083,
"m": 1.0
},
{
"p": 0.19422386586666107,
"m": 1.0
}
]
},
{
"epoch": 15,
"train_loss": 1.249230146408081,
"val_loss": 1.2278907299041748,
"acc": 55.85,
"time": 24.963191284000004,
"param": [
{
"p": 0.8671076893806458,
"m": 1.0
},
{
"p": 0.18693901598453522,
"m": 1.0
},
{
"p": 0.505919873714447,
"m": 1.0
},
{
"p": 0.6224544644355774,
"m": 1.0
},
{
"p": 0.3213045597076416,
"m": 1.0
},
{
"p": 0.15727290511131287,
"m": 1.0
},
{
"p": 0.5552212595939636,
"m": 1.0
},
{
"p": 0.6234514117240906,
"m": 1.0
},
{
"p": 0.3720436692237854,
"m": 1.0
},
{
"p": 0.6255193948745728,
"m": 1.0
},
{
"p": 0.4897444546222687,
"m": 1.0
},
{
"p": 0.6664842367172241,
"m": 1.0
},
{
"p": 0.5732542872428894,
"m": 1.0
},
{
"p": 0.1724814772605896,
"m": 1.0
}
]
},
{
"epoch": 16,
"train_loss": 1.1880223751068115,
"val_loss": 1.138720154762268,
"acc": 56.63,
"time": 14.09923222599997,
"param": [
{
"p": 0.8720746040344238,
"m": 1.0
},
{
"p": 0.18196295201778412,
"m": 1.0
},
{
"p": 0.5244868993759155,
"m": 1.0
},
{
"p": 0.6303408741950989,
"m": 1.0
},
{
"p": 0.31245627999305725,
"m": 1.0
},
{
"p": 0.128744974732399,
"m": 1.0
},
{
"p": 0.5504056811332703,
"m": 1.0
},
{
"p": 0.6277250051498413,
"m": 1.0
},
{
"p": 0.381895512342453,
"m": 1.0
},
{
"p": 0.6218730211257935,
"m": 1.0
},
{
"p": 0.48767226934432983,
"m": 1.0
},
{
"p": 0.6813471913337708,
"m": 1.0
},
{
"p": 0.5628565549850464,
"m": 1.0
},
{
"p": 0.16165323555469513,
"m": 1.0
}
]
},
{
"epoch": 17,
"train_loss": 1.2000243663787842,
"val_loss": 1.2350130081176758,
"acc": 56.86,
"time": 25.59584152499997,
"param": [
{
"p": 0.874187171459198,
"m": 1.0
},
{
"p": 0.1717868447303772,
"m": 1.0
},
{
"p": 0.5256091356277466,
"m": 1.0
},
{
"p": 0.6281134486198425,
"m": 1.0
},
{
"p": 0.32175543904304504,
"m": 1.0
},
{
"p": 0.10864700376987457,
"m": 1.0
},
{
"p": 0.5261630415916443,
"m": 1.0
},
{
"p": 0.6413248181343079,
"m": 1.0
},
{
"p": 0.4003158509731293,
"m": 1.0
},
{
"p": 0.6006709337234497,
"m": 1.0
},
{
"p": 0.4883440136909485,
"m": 1.0
},
{
"p": 0.6889390349388123,
"m": 1.0
},
{
"p": 0.5638657808303833,
"m": 1.0
},
{
"p": 0.15924815833568573,
"m": 1.0
}
]
},
{
"epoch": 18,
"train_loss": 1.0323325395584106,
"val_loss": 1.096616268157959,
"acc": 59.16,
"time": 28.855249180999976,
"param": [
{
"p": 0.8725642561912537,
"m": 1.0
},
{
"p": 0.1703280806541443,
"m": 1.0
},
{
"p": 0.5318005681037903,
"m": 1.0
},
{
"p": 0.6161914467811584,
"m": 1.0
},
{
"p": 0.32946839928627014,
"m": 1.0
},
{
"p": 0.10102598369121552,
"m": 1.0
},
{
"p": 0.5143494606018066,
"m": 1.0
},
{
"p": 0.6561890244483948,
"m": 1.0
},
{
"p": 0.4235369861125946,
"m": 1.0
},
{
"p": 0.5580798983573914,
"m": 1.0
},
{
"p": 0.49824944138526917,
"m": 1.0
},
{
"p": 0.6976521015167236,
"m": 1.0
},
{
"p": 0.5764658451080322,
"m": 1.0
},
{
"p": 0.14346660673618317,
"m": 1.0
}
]
},
{
"epoch": 19,
"train_loss": 1.080390453338623,
"val_loss": 1.0899033546447754,
"acc": 59.76,
"time": 14.582083041999965,
"param": [
{
"p": 0.855641782283783,
"m": 1.0
},
{
"p": 0.16224370896816254,
"m": 1.0
},
{
"p": 0.535382866859436,
"m": 1.0
},
{
"p": 0.603015661239624,
"m": 1.0
},
{
"p": 0.3347448706626892,
"m": 1.0
},
{
"p": 0.10502694547176361,
"m": 1.0
},
{
"p": 0.5570028424263,
"m": 1.0
},
{
"p": 0.676149308681488,
"m": 1.0
},
{
"p": 0.4383900761604309,
"m": 1.0
},
{
"p": 0.5418509840965271,
"m": 1.0
},
{
"p": 0.5223472118377686,
"m": 1.0
},
{
"p": 0.7150731086730957,
"m": 1.0
},
{
"p": 0.5821739435195923,
"m": 1.0
},
{
"p": 0.13914477825164795,
"m": 1.0
}
]
},
{
"epoch": 20,
"train_loss": 0.9884405136108398,
"val_loss": 1.0836647748947144,
"acc": 60.52,
"time": 21.715565698000034,
"param": [
{
"p": 0.8509067296981812,
"m": 1.0
},
{
"p": 0.14028367400169373,
"m": 1.0
},
{
"p": 0.5275712013244629,
"m": 1.0
},
{
"p": 0.5868688821792603,
"m": 1.0
},
{
"p": 0.32482412457466125,
"m": 1.0
},
{
"p": 0.12484011799097061,
"m": 1.0
},
{
"p": 0.5684220194816589,
"m": 1.0
},
{
"p": 0.6810412406921387,
"m": 1.0
},
{
"p": 0.4538130462169647,
"m": 1.0
},
{
"p": 0.528944730758667,
"m": 1.0
},
{
"p": 0.541290283203125,
"m": 1.0
},
{
"p": 0.7298620939254761,
"m": 1.0
},
{
"p": 0.5842437744140625,
"m": 1.0
},
{
"p": 0.14330041408538818,
"m": 1.0
}
]
},
{
"epoch": 21,
"train_loss": 0.8863769173622131,
"val_loss": 1.2289327383041382,
"acc": 58.55,
"time": 32.34494321699992,
"param": [
{
"p": 0.8581039309501648,
"m": 1.0
},
{
"p": 0.17047110199928284,
"m": 1.0
},
{
"p": 0.518267810344696,
"m": 1.0
},
{
"p": 0.5736106038093567,
"m": 1.0
},
{
"p": 0.29190656542778015,
"m": 1.0
},
{
"p": 0.13313111662864685,
"m": 1.0
},
{
"p": 0.5697108507156372,
"m": 1.0
},
{
"p": 0.6747896671295166,
"m": 1.0
},
{
"p": 0.46713608503341675,
"m": 1.0
},
{
"p": 0.5154146552085876,
"m": 1.0
},
{
"p": 0.5557055473327637,
"m": 1.0
},
{
"p": 0.7400574684143066,
"m": 1.0
},
{
"p": 0.5695214867591858,
"m": 1.0
},
{
"p": 0.12549327313899994,
"m": 1.0
}
]
},
{
"epoch": 22,
"train_loss": 1.3167332410812378,
"val_loss": 1.1503822803497314,
"acc": 61.32,
"time": 18.229966120000086,
"param": [
{
"p": 0.8771944046020508,
"m": 1.0
},
{
"p": 0.18593734502792358,
"m": 1.0
},
{
"p": 0.5195692181587219,
"m": 1.0
},
{
"p": 0.5590634346008301,
"m": 1.0
},
{
"p": 0.25662684440612793,
"m": 1.0
},
{
"p": 0.13283318281173706,
"m": 1.0
},
{
"p": 0.5668105483055115,
"m": 1.0
},
{
"p": 0.6377876400947571,
"m": 1.0
},
{
"p": 0.44637733697891235,
"m": 1.0
},
{
"p": 0.5787560343742371,
"m": 1.0
},
{
"p": 0.5560446381568909,
"m": 1.0
},
{
"p": 0.7370919585227966,
"m": 1.0
},
{
"p": 0.5457955598831177,
"m": 1.0
},
{
"p": 0.11871277540922165,
"m": 1.0
}
]
},
{
"epoch": 23,
"train_loss": 1.1292307376861572,
"val_loss": 0.9079875946044922,
"acc": 61.38,
"time": 17.966693463999945,
"param": [
{
"p": 0.8898980021476746,
"m": 1.0
},
{
"p": 0.18772578239440918,
"m": 1.0
},
{
"p": 0.535675585269928,
"m": 1.0
},
{
"p": 0.5230053067207336,
"m": 1.0
},
{
"p": 0.24625694751739502,
"m": 1.0
},
{
"p": 0.1263851672410965,
"m": 1.0
},
{
"p": 0.5853724479675293,
"m": 1.0
},
{
"p": 0.6074079871177673,
"m": 1.0
},
{
"p": 0.4451799690723419,
"m": 1.0
},
{
"p": 0.6228988170623779,
"m": 1.0
},
{
"p": 0.5457749366760254,
"m": 1.0
},
{
"p": 0.7383736371994019,
"m": 1.0
},
{
"p": 0.5295968055725098,
"m": 1.0
},
{
"p": 0.11743739247322083,
"m": 1.0
}
]
},
{
"epoch": 24,
"train_loss": 0.9052290320396423,
"val_loss": 1.1352660655975342,
"acc": 62.27,
"time": 32.78526378899994,
"param": [
{
"p": 0.889274537563324,
"m": 1.0
},
{
"p": 0.17917869985103607,
"m": 1.0
},
{
"p": 0.5834664702415466,
"m": 1.0
},
{
"p": 0.5204361081123352,
"m": 1.0
},
{
"p": 0.20652823150157928,
"m": 1.0
},
{
"p": 0.11963626742362976,
"m": 1.0
},
{
"p": 0.5981429219245911,
"m": 1.0
},
{
"p": 0.5886030793190002,
"m": 1.0
},
{
"p": 0.44757309556007385,
"m": 1.0
},
{
"p": 0.6512570977210999,
"m": 1.0
},
{
"p": 0.5296506285667419,
"m": 1.0
},
{
"p": 0.7493270635604858,
"m": 1.0
},
{
"p": 0.5345638990402222,
"m": 1.0
},
{
"p": 0.14765946567058563,
"m": 1.0
}
]
},
{
"epoch": 25,
"train_loss": 0.8590982556343079,
"val_loss": 1.1693865060806274,
"acc": 62.6,
"time": 21.442883877999975,
"param": [
{
"p": 0.884343147277832,
"m": 1.0
},
{
"p": 0.18239225447177887,
"m": 1.0
},
{
"p": 0.6153083443641663,
"m": 1.0
},
{
"p": 0.5251925587654114,
"m": 1.0
},
{
"p": 0.17685726284980774,
"m": 1.0
},
{
"p": 0.11403295397758484,
"m": 1.0
},
{
"p": 0.6056599617004395,
"m": 1.0
},
{
"p": 0.576947808265686,
"m": 1.0
},
{
"p": 0.44505447149276733,
"m": 1.0
},
{
"p": 0.6712091565132141,
"m": 1.0
},
{
"p": 0.5320916175842285,
"m": 1.0
},
{
"p": 0.7579125165939331,
"m": 1.0
},
{
"p": 0.5335705876350403,
"m": 1.0
},
{
"p": 0.1673625260591507,
"m": 1.0
}
]
},
{
"epoch": 26,
"train_loss": 1.0725347995758057,
"val_loss": 1.027432918548584,
"acc": 62.67,
"time": 14.14243635899993,
"param": [
{
"p": 0.8617421388626099,
"m": 1.0
},
{
"p": 0.1894395351409912,
"m": 1.0
},
{
"p": 0.6350446939468384,
"m": 1.0
},
{
"p": 0.5318460464477539,
"m": 1.0
},
{
"p": 0.18553504347801208,
"m": 1.0
},
{
"p": 0.12330202013254166,
"m": 1.0
},
{
"p": 0.6081608533859253,
"m": 1.0
},
{
"p": 0.6190736889839172,
"m": 1.0
},
{
"p": 0.45794224739074707,
"m": 1.0
},
{
"p": 0.6643094420433044,
"m": 1.0
},
{
"p": 0.539859414100647,
"m": 1.0
},
{
"p": 0.763499915599823,
"m": 1.0
},
{
"p": 0.5406179428100586,
"m": 1.0
},
{
"p": 0.17276330292224884,
"m": 1.0
}
]
},
{
"epoch": 27,
"train_loss": 0.8345211744308472,
"val_loss": 1.1792205572128296,
"acc": 63.72,
"time": 28.860676692000084,
"param": [
{
"p": 0.8510580658912659,
"m": 1.0
},
{
"p": 0.20643846690654755,
"m": 1.0
},
{
"p": 0.6263223886489868,
"m": 1.0
},
{
"p": 0.5266616940498352,
"m": 1.0
},
{
"p": 0.2050778865814209,
"m": 1.0
},
{
"p": 0.12717874348163605,
"m": 1.0
},
{
"p": 0.6121826171875,
"m": 1.0
},
{
"p": 0.6482452750205994,
"m": 1.0
},
{
"p": 0.4659665822982788,
"m": 1.0
},
{
"p": 0.654224157333374,
"m": 1.0
},
{
"p": 0.5477698445320129,
"m": 1.0
},
{
"p": 0.767542839050293,
"m": 1.0
},
{
"p": 0.5621878504753113,
"m": 1.0
},
{
"p": 0.14242739975452423,
"m": 1.0
}
]
},
{
"epoch": 28,
"train_loss": 0.7152724862098694,
"val_loss": 1.048882007598877,
"acc": 61.49,
"time": 25.182272217000104,
"param": [
{
"p": 0.8653150200843811,
"m": 1.0
},
{
"p": 0.17860865592956543,
"m": 1.0
},
{
"p": 0.6225609183311462,
"m": 1.0
},
{
"p": 0.5205326676368713,
"m": 1.0
},
{
"p": 0.2308184653520584,
"m": 1.0
},
{
"p": 0.13028857111930847,
"m": 1.0
},
{
"p": 0.6161950826644897,
"m": 1.0
},
{
"p": 0.6652050018310547,
"m": 1.0
},
{
"p": 0.46601223945617676,
"m": 1.0
},
{
"p": 0.6505821347236633,
"m": 1.0
},
{
"p": 0.5411877632141113,
"m": 1.0
},
{
"p": 0.7433261871337891,
"m": 1.0
},
{
"p": 0.5597630143165588,
"m": 1.0
},
{
"p": 0.10612805187702179,
"m": 1.0
}
]
},
{
"epoch": 29,
"train_loss": 0.7834216952323914,
"val_loss": 1.1234157085418701,
"acc": 62.83,
"time": 14.33206301100006,
"param": [
{
"p": 0.8698564767837524,
"m": 1.0
},
{
"p": 0.1492995023727417,
"m": 1.0
},
{
"p": 0.6218258142471313,
"m": 1.0
},
{
"p": 0.5146728157997131,
"m": 1.0
},
{
"p": 0.2701834738254547,
"m": 1.0
},
{
"p": 0.13913163542747498,
"m": 1.0
},
{
"p": 0.6136310696601868,
"m": 1.0
},
{
"p": 0.630814790725708,
"m": 1.0
},
{
"p": 0.4893374741077423,
"m": 1.0
},
{
"p": 0.6656136512756348,
"m": 1.0
},
{
"p": 0.5372049808502197,
"m": 1.0
},
{
"p": 0.7345365285873413,
"m": 1.0
},
{
"p": 0.5667018294334412,
"m": 1.0
},
{
"p": 0.09727983176708221,
"m": 1.0
}
]
},
{
"epoch": 30,
"train_loss": 0.783118724822998,
"val_loss": 1.104464054107666,
"acc": 64.1,
"time": 25.98748153500003,
"param": [
{
"p": 0.8619018197059631,
"m": 1.0
},
{
"p": 0.1325632631778717,
"m": 1.0
},
{
"p": 0.5593695640563965,
"m": 1.0
},
{
"p": 0.5160398483276367,
"m": 1.0
},
{
"p": 0.2910205125808716,
"m": 1.0
},
{
"p": 0.14522841572761536,
"m": 1.0
},
{
"p": 0.6601231694221497,
"m": 1.0
},
{
"p": 0.6151262521743774,
"m": 1.0
},
{
"p": 0.49721968173980713,
"m": 1.0
},
{
"p": 0.6846866011619568,
"m": 1.0
},
{
"p": 0.5388582348823547,
"m": 1.0
},
{
"p": 0.7332383990287781,
"m": 1.0
},
{
"p": 0.5819437503814697,
"m": 1.0
},
{
"p": 0.12306513637304306,
"m": 1.0
}
]
},
{
"epoch": 31,
"train_loss": 0.7563983798027039,
"val_loss": 1.0816748142242432,
"acc": 63.43,
"time": 29.000620034999997,
"param": [
{
"p": 0.8438171744346619,
"m": 1.0
},
{
"p": 0.15868674218654633,
"m": 1.0
},
{
"p": 0.5348103642463684,
"m": 1.0
},
{
"p": 0.5087342262268066,
"m": 1.0
},
{
"p": 0.29655200242996216,
"m": 1.0
},
{
"p": 0.15919077396392822,
"m": 1.0
},
{
"p": 0.6978375315666199,
"m": 1.0
},
{
"p": 0.6097502708435059,
"m": 1.0
},
{
"p": 0.4934188425540924,
"m": 1.0
},
{
"p": 0.7102082967758179,
"m": 1.0
},
{
"p": 0.5597619414329529,
"m": 1.0
},
{
"p": 0.7154848575592041,
"m": 1.0
},
{
"p": 0.5946123003959656,
"m": 1.0
},
{
"p": 0.14844776690006256,
"m": 1.0
}
]
},
{
"epoch": 32,
"train_loss": 0.7144819498062134,
"val_loss": 1.1031845808029175,
"acc": 64.42,
"time": 14.926260705999994,
"param": [
{
"p": 0.8348931074142456,
"m": 1.0
},
{
"p": 0.18512427806854248,
"m": 1.0
},
{
"p": 0.525618851184845,
"m": 1.0
},
{
"p": 0.4994446039199829,
"m": 1.0
},
{
"p": 0.294124573469162,
"m": 1.0
},
{
"p": 0.18880389630794525,
"m": 1.0
},
{
"p": 0.6898470520973206,
"m": 1.0
},
{
"p": 0.6175548434257507,
"m": 1.0
},
{
"p": 0.501270592212677,
"m": 1.0
},
{
"p": 0.7213257551193237,
"m": 1.0
},
{
"p": 0.5537585616111755,
"m": 1.0
},
{
"p": 0.6986138224601746,
"m": 1.0
},
{
"p": 0.6121839880943298,
"m": 1.0
},
{
"p": 0.16667921841144562,
"m": 1.0
}
]
},
{
"epoch": 33,
"train_loss": 0.5159888863563538,
"val_loss": 1.1680158376693726,
"acc": 64.7,
"time": 22.047604425999907,
"param": [
{
"p": 0.8416418433189392,
"m": 1.0
},
{
"p": 0.20893888175487518,
"m": 1.0
},
{
"p": 0.5243158936500549,
"m": 1.0
},
{
"p": 0.4776867628097534,
"m": 1.0
},
{
"p": 0.2987697422504425,
"m": 1.0
},
{
"p": 0.202251136302948,
"m": 1.0
},
{
"p": 0.6734452843666077,
"m": 1.0
},
{
"p": 0.5963941216468811,
"m": 1.0
},
{
"p": 0.5136978626251221,
"m": 1.0
},
{
"p": 0.7180243730545044,
"m": 1.0
},
{
"p": 0.540282666683197,
"m": 1.0
},
{
"p": 0.6858028173446655,
"m": 1.0
},
{
"p": 0.6286235451698303,
"m": 1.0
},
{
"p": 0.18091249465942383,
"m": 1.0
}
]
},
{
"epoch": 34,
"train_loss": 0.7211542129516602,
"val_loss": 0.9691871404647827,
"acc": 64.69,
"time": 31.970638405000045,
"param": [
{
"p": 0.8570009469985962,
"m": 1.0
},
{
"p": 0.23129220306873322,
"m": 1.0
},
{
"p": 0.4935608208179474,
"m": 1.0
},
{
"p": 0.4477776885032654,
"m": 1.0
},
{
"p": 0.31046128273010254,
"m": 1.0
},
{
"p": 0.19614353775978088,
"m": 1.0
},
{
"p": 0.6625378131866455,
"m": 1.0
},
{
"p": 0.5762110948562622,
"m": 1.0
},
{
"p": 0.5253867506980896,
"m": 1.0
},
{
"p": 0.7067207098007202,
"m": 1.0
},
{
"p": 0.5199816823005676,
"m": 1.0
},
{
"p": 0.6744498610496521,
"m": 1.0
},
{
"p": 0.6402218341827393,
"m": 1.0
},
{
"p": 0.20147044956684113,
"m": 1.0
}
]
},
{
"epoch": 35,
"train_loss": 0.8353993892669678,
"val_loss": 1.1174103021621704,
"acc": 65.03,
"time": 17.413538332999906,
"param": [
{
"p": 0.8549617528915405,
"m": 1.0
},
{
"p": 0.23612448573112488,
"m": 1.0
},
{
"p": 0.47120264172554016,
"m": 1.0
},
{
"p": 0.4188596308231354,
"m": 1.0
},
{
"p": 0.32249972224235535,
"m": 1.0
},
{
"p": 0.17884542047977448,
"m": 1.0
},
{
"p": 0.6574976444244385,
"m": 1.0
},
{
"p": 0.5697348713874817,
"m": 1.0
},
{
"p": 0.5352286696434021,
"m": 1.0
},
{
"p": 0.6861715912818909,
"m": 1.0
},
{
"p": 0.5147830247879028,
"m": 1.0
},
{
"p": 0.6923565864562988,
"m": 1.0
},
{
"p": 0.6720466017723083,
"m": 1.0
},
{
"p": 0.23733459413051605,
"m": 1.0
}
]
},
{
"epoch": 36,
"train_loss": 0.9899337291717529,
"val_loss": 1.0856925249099731,
"acc": 64.94,
"time": 17.572081802999946,
"param": [
{
"p": 0.8624221086502075,
"m": 1.0
},
{
"p": 0.2300807684659958,
"m": 1.0
},
{
"p": 0.46046867966651917,
"m": 1.0
},
{
"p": 0.37410229444503784,
"m": 1.0
},
{
"p": 0.3030674457550049,
"m": 1.0
},
{
"p": 0.1591838151216507,
"m": 1.0
},
{
"p": 0.6714195609092712,
"m": 1.0
},
{
"p": 0.551363468170166,
"m": 1.0
},
{
"p": 0.5563416481018066,
"m": 1.0
},
{
"p": 0.6783485412597656,
"m": 1.0
},
{
"p": 0.5049079656600952,
"m": 1.0
},
{
"p": 0.7011346220970154,
"m": 1.0
},
{
"p": 0.7000877857208252,
"m": 1.0
},
{
"p": 0.27243077754974365,
"m": 1.0
}
]
},
{
"epoch": 37,
"train_loss": 0.5333854556083679,
"val_loss": 0.9950520992279053,
"acc": 64.85,
"time": 32.04666429400004,
"param": [
{
"p": 0.8729256987571716,
"m": 1.0
},
{
"p": 0.2058635652065277,
"m": 1.0
},
{
"p": 0.47551798820495605,
"m": 1.0
},
{
"p": 0.3639092743396759,
"m": 1.0
},
{
"p": 0.3227291405200958,
"m": 1.0
},
{
"p": 0.16131266951560974,
"m": 1.0
},
{
"p": 0.679637610912323,
"m": 1.0
},
{
"p": 0.5444623231887817,
"m": 1.0
},
{
"p": 0.5712348222732544,
"m": 1.0
},
{
"p": 0.6764488816261292,
"m": 1.0
},
{
"p": 0.4904526472091675,
"m": 1.0
},
{
"p": 0.69290691614151,
"m": 1.0
},
{
"p": 0.7208130955696106,
"m": 1.0
},
{
"p": 0.24267816543579102,
"m": 1.0
}
]
},
{
"epoch": 38,
"train_loss": 0.8205747604370117,
"val_loss": 1.1992404460906982,
"acc": 63.67,
"time": 21.466046346999974,
"param": [
{
"p": 0.8920942544937134,
"m": 1.0
},
{
"p": 0.16304902732372284,
"m": 1.0
},
{
"p": 0.4804479777812958,
"m": 1.0
},
{
"p": 0.35996297001838684,
"m": 1.0
},
{
"p": 0.34561100602149963,
"m": 1.0
},
{
"p": 0.1706940233707428,
"m": 1.0
},
{
"p": 0.6827970147132874,
"m": 1.0
},
{
"p": 0.5534777641296387,
"m": 1.0
},
{
"p": 0.566577672958374,
"m": 1.0
},
{
"p": 0.6884698867797852,
"m": 1.0
},
{
"p": 0.4641864597797394,
"m": 1.0
},
{
"p": 0.6762903928756714,
"m": 1.0
},
{
"p": 0.721860408782959,
"m": 1.0
},
{
"p": 0.21032793819904327,
"m": 1.0
}
]
},
{
"epoch": 39,
"train_loss": 0.5716041326522827,
"val_loss": 1.2244254350662231,
"acc": 64.5,
"time": 14.106464202999973,
"param": [
{
"p": 0.9326757788658142,
"m": 1.0
},
{
"p": 0.12131307274103165,
"m": 1.0
},
{
"p": 0.4768262803554535,
"m": 1.0
},
{
"p": 0.3533993661403656,
"m": 1.0
},
{
"p": 0.3623001277446747,
"m": 1.0
},
{
"p": 0.1960858255624771,
"m": 1.0
},
{
"p": 0.6273125410079956,
"m": 1.0
},
{
"p": 0.5667681694030762,
"m": 1.0
},
{
"p": 0.5646137595176697,
"m": 1.0
},
{
"p": 0.6745412349700928,
"m": 1.0
},
{
"p": 0.4184724986553192,
"m": 1.0
},
{
"p": 0.6476567983627319,
"m": 1.0
},
{
"p": 0.7255558967590332,
"m": 1.0
},
{
"p": 0.1919683814048767,
"m": 1.0
}
]
},
{
"epoch": 40,
"train_loss": 0.3734075725078583,
"val_loss": 1.1243464946746826,
"acc": 65.23,
"time": 29.197463590999973,
"param": [
{
"p": 0.9734968543052673,
"m": 1.0
},
{
"p": 0.10265026241540909,
"m": 1.0
},
{
"p": 0.43614661693573,
"m": 1.0
},
{
"p": 0.328678160905838,
"m": 1.0
},
{
"p": 0.36856043338775635,
"m": 1.0
},
{
"p": 0.187970831990242,
"m": 1.0
},
{
"p": 0.5930269360542297,
"m": 1.0
},
{
"p": 0.5674716830253601,
"m": 1.0
},
{
"p": 0.5478202104568481,
"m": 1.0
},
{
"p": 0.6640467047691345,
"m": 1.0
},
{
"p": 0.3738795816898346,
"m": 1.0
},
{
"p": 0.6113271713256836,
"m": 1.0
},
{
"p": 0.7392969727516174,
"m": 1.0
},
{
"p": 0.20891962945461273,
"m": 1.0
}
]
},
{
"epoch": 41,
"train_loss": 0.6198601126670837,
"val_loss": 1.1818088293075562,
"acc": 64.43,
"time": 24.83804944999997,
"param": [
{
"p": 0.9879754185676575,
"m": 1.0
},
{
"p": 0.07752936333417892,
"m": 1.0
},
{
"p": 0.4330219030380249,
"m": 1.0
},
{
"p": 0.308434396982193,
"m": 1.0
},
{
"p": 0.37468042969703674,
"m": 1.0
},
{
"p": 0.18277570605278015,
"m": 1.0
},
{
"p": 0.5731416344642639,
"m": 1.0
},
{
"p": 0.5598337650299072,
"m": 1.0
},
{
"p": 0.5054340362548828,
"m": 1.0
},
{
"p": 0.6821461915969849,
"m": 1.0
},
{
"p": 0.3647211194038391,
"m": 1.0
},
{
"p": 0.629413902759552,
"m": 1.0
},
{
"p": 0.7509514093399048,
"m": 1.0
},
{
"p": 0.2239483892917633,
"m": 1.0
}
]
},
{
"epoch": 42,
"train_loss": 0.5124446153640747,
"val_loss": 1.1341378688812256,
"acc": 63.83,
"time": 14.26821237799993,
"param": [
{
"p": 0.9888430237770081,
"m": 1.0
},
{
"p": 0.0708000585436821,
"m": 1.0
},
{
"p": 0.4442756474018097,
"m": 1.0
},
{
"p": 0.2920556366443634,
"m": 1.0
},
{
"p": 0.38548755645751953,
"m": 1.0
},
{
"p": 0.21705257892608643,
"m": 1.0
},
{
"p": 0.5577989816665649,
"m": 1.0
},
{
"p": 0.5404795408248901,
"m": 1.0
},
{
"p": 0.4841201603412628,
"m": 1.0
},
{
"p": 0.6991943120956421,
"m": 1.0
},
{
"p": 0.329804003238678,
"m": 1.0
},
{
"p": 0.6399662494659424,
"m": 1.0
},
{
"p": 0.7601489424705505,
"m": 1.0
},
{
"p": 0.23525315523147583,
"m": 1.0
}
]
},
{
"epoch": 43,
"train_loss": 0.3133125305175781,
"val_loss": 1.192850947380066,
"acc": 64.96,
"time": 25.707217438000043,
"param": [
{
"p": 0.9843758940696716,
"m": 1.0
},
{
"p": 0.13019976019859314,
"m": 1.0
},
{
"p": 0.40358126163482666,
"m": 1.0
},
{
"p": 0.31662267446517944,
"m": 1.0
},
{
"p": 0.4032445251941681,
"m": 1.0
},
{
"p": 0.22557950019836426,
"m": 1.0
},
{
"p": 0.5390200018882751,
"m": 1.0
},
{
"p": 0.5418530702590942,
"m": 1.0
},
{
"p": 0.46774548292160034,
"m": 1.0
},
{
"p": 0.7077628374099731,
"m": 1.0
},
{
"p": 0.29907676577568054,
"m": 1.0
},
{
"p": 0.6448806524276733,
"m": 1.0
},
{
"p": 0.7682285308837891,
"m": 1.0
},
{
"p": 0.2459786981344223,
"m": 1.0
}
]
},
{
"epoch": 44,
"train_loss": 0.44872140884399414,
"val_loss": 1.1899707317352295,
"acc": 65.39,
"time": 29.34079991900012,
"param": [
{
"p": 0.9674016833305359,
"m": 1.0
},
{
"p": 0.1960657685995102,
"m": 1.0
},
{
"p": 0.4050464928150177,
"m": 1.0
},
{
"p": 0.3150433599948883,
"m": 1.0
},
{
"p": 0.4196373224258423,
"m": 1.0
},
{
"p": 0.2381976842880249,
"m": 1.0
},
{
"p": 0.5308053493499756,
"m": 1.0
},
{
"p": 0.5504364967346191,
"m": 1.0
},
{
"p": 0.4521997272968292,
"m": 1.0
},
{
"p": 0.7084270119667053,
"m": 1.0
},
{
"p": 0.2799760401248932,
"m": 1.0
},
{
"p": 0.6504256129264832,
"m": 1.0
},
{
"p": 0.7643595933914185,
"m": 1.0
},
{
"p": 0.2508769631385803,
"m": 1.0
}
]
},
{
"epoch": 45,
"train_loss": 0.4176391363143921,
"val_loss": 1.070712685585022,
"acc": 64.85,
"time": 14.60886530699986,
"param": [
{
"p": 0.9296991229057312,
"m": 1.0
},
{
"p": 0.2341519594192505,
"m": 1.0
},
{
"p": 0.4230562746524811,
"m": 1.0
},
{
"p": 0.3037314713001251,
"m": 1.0
},
{
"p": 0.43501386046409607,
"m": 1.0
},
{
"p": 0.26732197403907776,
"m": 1.0
},
{
"p": 0.5560976266860962,
"m": 1.0
},
{
"p": 0.5579816699028015,
"m": 1.0
},
{
"p": 0.42579466104507446,
"m": 1.0
},
{
"p": 0.7399309277534485,
"m": 1.0
},
{
"p": 0.2800520658493042,
"m": 1.0
},
{
"p": 0.6629765629768372,
"m": 1.0
},
{
"p": 0.7751471400260925,
"m": 1.0
},
{
"p": 0.2590833008289337,
"m": 1.0
}
]
},
{
"epoch": 46,
"train_loss": 0.1637435108423233,
"val_loss": 1.2211743593215942,
"acc": 65.71,
"time": 21.585828456000172,
"param": [
{
"p": 0.9061985611915588,
"m": 1.0
},
{
"p": 0.24697895348072052,
"m": 1.0
},
{
"p": 0.4750843346118927,
"m": 1.0
},
{
"p": 0.24875018000602722,
"m": 1.0
},
{
"p": 0.43796035647392273,
"m": 1.0
},
{
"p": 0.30595681071281433,
"m": 1.0
},
{
"p": 0.5603110194206238,
"m": 1.0
},
{
"p": 0.5387281775474548,
"m": 1.0
},
{
"p": 0.4226624667644501,
"m": 1.0
},
{
"p": 0.7542123794555664,
"m": 1.0
},
{
"p": 0.2926716208457947,
"m": 1.0
},
{
"p": 0.6728986501693726,
"m": 1.0
},
{
"p": 0.7894840836524963,
"m": 1.0
},
{
"p": 0.2701225280761719,
"m": 1.0
}
]
},
{
"epoch": 47,
"train_loss": 0.32466578483581543,
"val_loss": 1.1856603622436523,
"acc": 65.17,
"time": 32.00357175199997,
"param": [
{
"p": 0.9021777510643005,
"m": 1.0
},
{
"p": 0.26183345913887024,
"m": 1.0
},
{
"p": 0.48234429955482483,
"m": 1.0
},
{
"p": 0.24981845915317535,
"m": 1.0
},
{
"p": 0.4260415732860565,
"m": 1.0
},
{
"p": 0.32474663853645325,
"m": 1.0
},
{
"p": 0.5635471940040588,
"m": 1.0
},
{
"p": 0.516887366771698,
"m": 1.0
},
{
"p": 0.42833900451660156,
"m": 1.0
},
{
"p": 0.7552887797355652,
"m": 1.0
},
{
"p": 0.3205467760562897,
"m": 1.0
},
{
"p": 0.6758377552032471,
"m": 1.0
},
{
"p": 0.7577407956123352,
"m": 1.0
},
{
"p": 0.2816953957080841,
"m": 1.0
}
]
},
{
"epoch": 48,
"train_loss": 0.7796484231948853,
"val_loss": 1.1830854415893555,
"acc": 65.94,
"time": 17.68088372300008,
"param": [
{
"p": 0.909786581993103,
"m": 1.0
},
{
"p": 0.26017820835113525,
"m": 1.0
},
{
"p": 0.4735349714756012,
"m": 1.0
},
{
"p": 0.2590106427669525,
"m": 1.0
},
{
"p": 0.41126757860183716,
"m": 1.0
},
{
"p": 0.33066362142562866,
"m": 1.0
},
{
"p": 0.5723170042037964,
"m": 1.0
},
{
"p": 0.4918643832206726,
"m": 1.0
},
{
"p": 0.4382127821445465,
"m": 1.0
},
{
"p": 0.7532513737678528,
"m": 1.0
},
{
"p": 0.3126262128353119,
"m": 1.0
},
{
"p": 0.6819934248924255,
"m": 1.0
},
{
"p": 0.756115734577179,
"m": 1.0
},
{
"p": 0.28847837448120117,
"m": 1.0
}
]
},
{
"epoch": 49,
"train_loss": 0.4432784914970398,
"val_loss": 1.136509656906128,
"acc": 65.78,
"time": 17.860160784000072,
"param": [
{
"p": 0.9159680604934692,
"m": 1.0
},
{
"p": 0.2478519231081009,
"m": 1.0
},
{
"p": 0.4531111419200897,
"m": 1.0
},
{
"p": 0.24955058097839355,
"m": 1.0
},
{
"p": 0.3948057293891907,
"m": 1.0
},
{
"p": 0.3571188747882843,
"m": 1.0
},
{
"p": 0.5531036257743835,
"m": 1.0
},
{
"p": 0.4983765482902527,
"m": 1.0
},
{
"p": 0.45537176728248596,
"m": 1.0
},
{
"p": 0.7499842047691345,
"m": 1.0
},
{
"p": 0.3077249825000763,
"m": 1.0
},
{
"p": 0.6864911317825317,
"m": 1.0
},
{
"p": 0.7591348886489868,
"m": 1.0
},
{
"p": 0.2924683392047882,
"m": 1.0
}
]
},
{
"epoch": 50,
"train_loss": 0.194062739610672,
"val_loss": 1.1493933200836182,
"acc": 66.22,
"time": 32.2123228370001,
"param": [
{
"p": 0.9102112650871277,
"m": 1.0
},
{
"p": 0.24128475785255432,
"m": 1.0
},
{
"p": 0.46243083477020264,
"m": 1.0
},
{
"p": 0.28807365894317627,
"m": 1.0
},
{
"p": 0.39010825753211975,
"m": 1.0
},
{
"p": 0.36683014035224915,
"m": 1.0
},
{
"p": 0.5504711270332336,
"m": 1.0
},
{
"p": 0.5033643245697021,
"m": 1.0
},
{
"p": 0.4692685008049011,
"m": 1.0
},
{
"p": 0.7469097375869751,
"m": 1.0
},
{
"p": 0.3077235519886017,
"m": 1.0
},
{
"p": 0.6894508600234985,
"m": 1.0
},
{
"p": 0.7512962222099304,
"m": 1.0
},
{
"p": 0.2894901931285858,
"m": 1.0
}
]
},
{
"epoch": 51,
"train_loss": 0.858989417552948,
"val_loss": 1.2157200574874878,
"acc": 65.96,
"time": 21.664569105000055,
"param": [
{
"p": 0.8879857063293457,
"m": 1.0
},
{
"p": 0.23978033661842346,
"m": 1.0
},
{
"p": 0.494035542011261,
"m": 1.0
},
{
"p": 0.31772273778915405,
"m": 1.0
},
{
"p": 0.3860223889350891,
"m": 1.0
},
{
"p": 0.3686704933643341,
"m": 1.0
},
{
"p": 0.5606956481933594,
"m": 1.0
},
{
"p": 0.49945998191833496,
"m": 1.0
},
{
"p": 0.47747665643692017,
"m": 1.0
},
{
"p": 0.7479561567306519,
"m": 1.0
},
{
"p": 0.3459026515483856,
"m": 1.0
},
{
"p": 0.711360514163971,
"m": 1.0
},
{
"p": 0.7570757269859314,
"m": 1.0
},
{
"p": 0.28483304381370544,
"m": 1.0
}
]
},
{
"epoch": 52,
"train_loss": 0.7225370407104492,
"val_loss": 1.1479448080062866,
"acc": 64.33,
"time": 14.161895747000017,
"param": [
{
"p": 0.8894189596176147,
"m": 1.0
},
{
"p": 0.24013611674308777,
"m": 1.0
},
{
"p": 0.5380086302757263,
"m": 1.0
},
{
"p": 0.33264216780662537,
"m": 1.0
},
{
"p": 0.36833125352859497,
"m": 1.0
},
{
"p": 0.36410269141197205,
"m": 1.0
},
{
"p": 0.5479276180267334,
"m": 1.0
},
{
"p": 0.48205384612083435,
"m": 1.0
},
{
"p": 0.4766777455806732,
"m": 1.0
},
{
"p": 0.740177571773529,
"m": 1.0
},
{
"p": 0.3706723749637604,
"m": 1.0
},
{
"p": 0.7202171087265015,
"m": 1.0
},
{
"p": 0.7604986429214478,
"m": 1.0
},
{
"p": 0.28179022669792175,
"m": 1.0
}
]
},
{
"epoch": 53,
"train_loss": 0.2256278395652771,
"val_loss": 1.0822508335113525,
"acc": 66.34,
"time": 28.856231614999842,
"param": [
{
"p": 0.8985981941223145,
"m": 1.0
},
{
"p": 0.23899973928928375,
"m": 1.0
},
{
"p": 0.53896164894104,
"m": 1.0
},
{
"p": 0.33130115270614624,
"m": 1.0
},
{
"p": 0.35128331184387207,
"m": 1.0
},
{
"p": 0.36733871698379517,
"m": 1.0
},
{
"p": 0.5440139770507812,
"m": 1.0
},
{
"p": 0.47848254442214966,
"m": 1.0
},
{
"p": 0.4726921021938324,
"m": 1.0
},
{
"p": 0.7306932210922241,
"m": 1.0
},
{
"p": 0.38580045104026794,
"m": 1.0
},
{
"p": 0.7194127440452576,
"m": 1.0
},
{
"p": 0.7583011984825134,
"m": 1.0
},
{
"p": 0.28329968452453613,
"m": 1.0
}
]
},
{
"epoch": 54,
"train_loss": 0.3915288746356964,
"val_loss": 1.1586464643478394,
"acc": 65.3,
"time": 25.609554841999852,
"param": [
{
"p": 0.9088737964630127,
"m": 1.0
},
{
"p": 0.2299192100763321,
"m": 1.0
},
{
"p": 0.5435959696769714,
"m": 1.0
},
{
"p": 0.3430996835231781,
"m": 1.0
},
{
"p": 0.3498426377773285,
"m": 1.0
},
{
"p": 0.37236908078193665,
"m": 1.0
},
{
"p": 0.5443417429924011,
"m": 1.0
},
{
"p": 0.4847346544265747,
"m": 1.0
},
{
"p": 0.4656967222690582,
"m": 1.0
},
{
"p": 0.7148733139038086,
"m": 1.0
},
{
"p": 0.3779393136501312,
"m": 1.0
},
{
"p": 0.7340176105499268,
"m": 1.0
},
{
"p": 0.7684061527252197,
"m": 1.0
},
{
"p": 0.25466856360435486,
"m": 1.0
}
]
},
{
"epoch": 55,
"train_loss": 0.4760923683643341,
"val_loss": 1.2792985439300537,
"acc": 64.79,
"time": 14.312601426000128,
"param": [
{
"p": 0.9135510325431824,
"m": 1.0
},
{
"p": 0.21685458719730377,
"m": 1.0
},
{
"p": 0.5497341752052307,
"m": 1.0
},
{
"p": 0.36494219303131104,
"m": 1.0
},
{
"p": 0.3679927587509155,
"m": 1.0
},
{
"p": 0.3808005750179291,
"m": 1.0
},
{
"p": 0.5341407060623169,
"m": 1.0
},
{
"p": 0.4572724997997284,
"m": 1.0
},
{
"p": 0.4541681408882141,
"m": 1.0
},
{
"p": 0.7127870917320251,
"m": 1.0
},
{
"p": 0.35548195242881775,
"m": 1.0
},
{
"p": 0.7518221735954285,
"m": 1.0
},
{
"p": 0.7705962061882019,
"m": 1.0
},
{
"p": 0.2458946704864502,
"m": 1.0
}
]
},
{
"epoch": 56,
"train_loss": 0.09989070892333984,
"val_loss": 1.1454174518585205,
"acc": 65.81,
"time": 24.98865025500004,
"param": [
{
"p": 0.9311099648475647,
"m": 1.0
},
{
"p": 0.18495632708072662,
"m": 1.0
},
{
"p": 0.5353805422782898,
"m": 1.0
},
{
"p": 0.34164711833000183,
"m": 1.0
},
{
"p": 0.35006678104400635,
"m": 1.0
},
{
"p": 0.38299983739852905,
"m": 1.0
},
{
"p": 0.5386919379234314,
"m": 1.0
},
{
"p": 0.475952684879303,
"m": 1.0
},
{
"p": 0.4595080316066742,
"m": 1.0
},
{
"p": 0.7027141451835632,
"m": 1.0
},
{
"p": 0.34039270877838135,
"m": 1.0
},
{
"p": 0.76739901304245,
"m": 1.0
},
{
"p": 0.7667742371559143,
"m": 1.0
},
{
"p": 0.26813650131225586,
"m": 1.0
}
]
},
{
"epoch": 57,
"train_loss": 0.45378631353378296,
"val_loss": 1.1424376964569092,
"acc": 65.6,
"time": 29.099346604999937,
"param": [
{
"p": 0.9412339925765991,
"m": 1.0
},
{
"p": 0.16877397894859314,
"m": 1.0
},
{
"p": 0.5430212616920471,
"m": 1.0
},
{
"p": 0.31866151094436646,
"m": 1.0
},
{
"p": 0.3368636667728424,
"m": 1.0
},
{
"p": 0.38320162892341614,
"m": 1.0
},
{
"p": 0.5449504256248474,
"m": 1.0
},
{
"p": 0.5081911087036133,
"m": 1.0
},
{
"p": 0.47604432702064514,
"m": 1.0
},
{
"p": 0.6752309799194336,
"m": 1.0
},
{
"p": 0.3518734872341156,
"m": 1.0
},
{
"p": 0.748403012752533,
"m": 1.0
},
{
"p": 0.7636101245880127,
"m": 1.0
},
{
"p": 0.2780110239982605,
"m": 1.0
}
]
},
{
"epoch": 58,
"train_loss": 0.4564577639102936,
"val_loss": 1.4425320625305176,
"acc": 65.83,
"time": 14.585447740000063,
"param": [
{
"p": 0.9370419979095459,
"m": 1.0
},
{
"p": 0.15570394694805145,
"m": 1.0
},
{
"p": 0.5562992691993713,
"m": 1.0
},
{
"p": 0.30067354440689087,
"m": 1.0
},
{
"p": 0.32942235469818115,
"m": 1.0
},
{
"p": 0.38256919384002686,
"m": 1.0
},
{
"p": 0.5484908819198608,
"m": 1.0
},
{
"p": 0.5334540009498596,
"m": 1.0
},
{
"p": 0.4905965030193329,
"m": 1.0
},
{
"p": 0.6692753434181213,
"m": 1.0
},
{
"p": 0.3603134751319885,
"m": 1.0
},
{
"p": 0.7568410038948059,
"m": 1.0
},
{
"p": 0.7708265781402588,
"m": 1.0
},
{
"p": 0.27822354435920715,
"m": 1.0
}
]
},
{
"epoch": 59,
"train_loss": 0.04654913395643234,
"val_loss": 1.157342553138733,
"acc": 66.96,
"time": 21.238189034000015,
"param": [
{
"p": 0.9496034383773804,
"m": 1.0
},
{
"p": 0.13808579742908478,
"m": 1.0
},
{
"p": 0.5803992748260498,
"m": 1.0
},
{
"p": 0.19918106496334076,
"m": 1.0
},
{
"p": 0.3512762784957886,
"m": 1.0
},
{
"p": 0.3959313929080963,
"m": 1.0
},
{
"p": 0.5358960628509521,
"m": 1.0
},
{
"p": 0.5699700117111206,
"m": 1.0
},
{
"p": 0.47470933198928833,
"m": 1.0
},
{
"p": 0.6666586399078369,
"m": 1.0
},
{
"p": 0.35713306069374084,
"m": 1.0
},
{
"p": 0.7672168612480164,
"m": 1.0
},
{
"p": 0.7803954482078552,
"m": 1.0
},
{
"p": 0.2734169065952301,
"m": 1.0
}
]
},
{
"epoch": 60,
"train_loss": 0.1496412754058838,
"val_loss": 0.9970540404319763,
"acc": 66.2,
"time": 32.7957282939999,
"param": [
{
"p": 0.9468545913696289,
"m": 1.0
},
{
"p": 0.14366969466209412,
"m": 1.0
},
{
"p": 0.6276208162307739,
"m": 1.0
},
{
"p": 0.1630052626132965,
"m": 1.0
},
{
"p": 0.37029409408569336,
"m": 1.0
},
{
"p": 0.40088748931884766,
"m": 1.0
},
{
"p": 0.5378929972648621,
"m": 1.0
},
{
"p": 0.5938710570335388,
"m": 1.0
},
{
"p": 0.45104819536209106,
"m": 1.0
},
{
"p": 0.6642060279846191,
"m": 1.0
},
{
"p": 0.3386646509170532,
"m": 1.0
},
{
"p": 0.7669097185134888,
"m": 1.0
},
{
"p": 0.7816531658172607,
"m": 1.0
},
{
"p": 0.2593890130519867,
"m": 1.0
}
]
},
{
"epoch": 61,
"train_loss": 0.5024747848510742,
"val_loss": 1.367090106010437,
"acc": 66.41,
"time": 17.551544556999943,
"param": [
{
"p": 0.9336215853691101,
"m": 1.0
},
{
"p": 0.1604757308959961,
"m": 1.0
},
{
"p": 0.6495208740234375,
"m": 1.0
},
{
"p": 0.15916849672794342,
"m": 1.0
},
{
"p": 0.3844763934612274,
"m": 1.0
},
{
"p": 0.39945554733276367,
"m": 1.0
},
{
"p": 0.5638241767883301,
"m": 1.0
},
{
"p": 0.5843057632446289,
"m": 1.0
},
{
"p": 0.4540196657180786,
"m": 1.0
},
{
"p": 0.6689316034317017,
"m": 1.0
},
{
"p": 0.32264065742492676,
"m": 1.0
},
{
"p": 0.7762860059738159,
"m": 1.0
},
{
"p": 0.7953002452850342,
"m": 1.0
},
{
"p": 0.248772993683815,
"m": 1.0
}
]
},
{
"epoch": 62,
"train_loss": 0.25307798385620117,
"val_loss": 1.220578908920288,
"acc": 67.34,
"time": 17.632335596000075,
"param": [
{
"p": 0.9474868774414062,
"m": 1.0
},
{
"p": 0.18280501663684845,
"m": 1.0
},
{
"p": 0.6396099328994751,
"m": 1.0
},
{
"p": 0.20168238878250122,
"m": 1.0
},
{
"p": 0.3335855305194855,
"m": 1.0
},
{
"p": 0.396788626909256,
"m": 1.0
},
{
"p": 0.5911409258842468,
"m": 1.0
},
{
"p": 0.5469091534614563,
"m": 1.0
},
{
"p": 0.468325674533844,
"m": 1.0
},
{
"p": 0.6688947677612305,
"m": 1.0
},
{
"p": 0.32090461254119873,
"m": 1.0
},
{
"p": 0.7813160419464111,
"m": 1.0
},
{
"p": 0.8080430626869202,
"m": 1.0
},
{
"p": 0.241318479180336,
"m": 1.0
}
]
},
{
"epoch": 63,
"train_loss": 0.14363805949687958,
"val_loss": 1.3333112001419067,
"acc": 66.88,
"time": 32.857078524000144,
"param": [
{
"p": 0.9568374752998352,
"m": 1.0
},
{
"p": 0.1970292627811432,
"m": 1.0
},
{
"p": 0.6383993625640869,
"m": 1.0
},
{
"p": 0.22060182690620422,
"m": 1.0
},
{
"p": 0.31854134798049927,
"m": 1.0
},
{
"p": 0.39748913049697876,
"m": 1.0
},
{
"p": 0.6055450439453125,
"m": 1.0
},
{
"p": 0.5174568891525269,
"m": 1.0
},
{
"p": 0.47910934686660767,
"m": 1.0
},
{
"p": 0.6670588254928589,
"m": 1.0
},
{
"p": 0.327924907207489,
"m": 1.0
},
{
"p": 0.7797616720199585,
"m": 1.0
},
{
"p": 0.8173604607582092,
"m": 1.0
},
{
"p": 0.21229825913906097,
"m": 1.0
}
]
},
{
"epoch": 64,
"train_loss": 0.5868139266967773,
"val_loss": 1.185131311416626,
"acc": 66.62,
"time": 21.0878434010001,
"param": [
{
"p": 0.971854031085968,
"m": 1.0
},
{
"p": 0.17626577615737915,
"m": 1.0
},
{
"p": 0.6305229067802429,
"m": 1.0
},
{
"p": 0.22905942797660828,
"m": 1.0
},
{
"p": 0.3208472430706024,
"m": 1.0
},
{
"p": 0.399259090423584,
"m": 1.0
},
{
"p": 0.6120734214782715,
"m": 1.0
},
{
"p": 0.49607208371162415,
"m": 1.0
},
{
"p": 0.47628000378608704,
"m": 1.0
},
{
"p": 0.6529908180236816,
"m": 1.0
},
{
"p": 0.36106762290000916,
"m": 1.0
},
{
"p": 0.7866842746734619,
"m": 1.0
},
{
"p": 0.8230950832366943,
"m": 1.0
},
{
"p": 0.18719784915447235,
"m": 1.0
}
]
},
{
"epoch": 65,
"train_loss": 0.40424972772598267,
"val_loss": 1.1216658353805542,
"acc": 67.27,
"time": 14.1105689110002,
"param": [
{
"p": 0.9983804225921631,
"m": 1.0
},
{
"p": 0.1471351981163025,
"m": 1.0
},
{
"p": 0.6174716949462891,
"m": 1.0
},
{
"p": 0.2331482470035553,
"m": 1.0
},
{
"p": 0.3514190912246704,
"m": 1.0
},
{
"p": 0.384033203125,
"m": 1.0
},
{
"p": 0.5949580669403076,
"m": 1.0
},
{
"p": 0.4791640639305115,
"m": 1.0
},
{
"p": 0.47187504172325134,
"m": 1.0
},
{
"p": 0.6447910070419312,
"m": 1.0
},
{
"p": 0.3626166880130768,
"m": 1.0
},
{
"p": 0.7855085730552673,
"m": 1.0
},
{
"p": 0.8236114382743835,
"m": 1.0
},
{
"p": 0.1672905534505844,
"m": 1.0
}
]
},
{
"epoch": 66,
"train_loss": 0.09596334397792816,
"val_loss": 1.29080069065094,
"acc": 67.41,
"time": 29.179462809999904,
"param": [
{
"p": 1.009522557258606,
"m": 1.0
},
{
"p": 0.10856014490127563,
"m": 1.0
},
{
"p": 0.6358507871627808,
"m": 1.0
},
{
"p": 0.2560252249240875,
"m": 1.0
},
{
"p": 0.37650296092033386,
"m": 1.0
},
{
"p": 0.37529319524765015,
"m": 1.0
},
{
"p": 0.598208487033844,
"m": 1.0
},
{
"p": 0.47279369831085205,
"m": 1.0
},
{
"p": 0.4616360664367676,
"m": 1.0
},
{
"p": 0.6380207538604736,
"m": 1.0
},
{
"p": 0.352439284324646,
"m": 1.0
},
{
"p": 0.7784567475318909,
"m": 1.0
},
{
"p": 0.8185105323791504,
"m": 1.0
},
{
"p": 0.14285112917423248,
"m": 1.0
}
]
},
{
"epoch": 67,
"train_loss": 0.35926130414009094,
"val_loss": 1.2256473302841187,
"acc": 65.78,
"time": 24.839361138999948,
"param": [
{
"p": 1.022231101989746,
"m": 1.0
},
{
"p": 0.07281918078660965,
"m": 1.0
},
{
"p": 0.6202518939971924,
"m": 1.0
},
{
"p": 0.26417720317840576,
"m": 1.0
},
{
"p": 0.39211368560791016,
"m": 1.0
},
{
"p": 0.3661348223686218,
"m": 1.0
},
{
"p": 0.6084657311439514,
"m": 1.0
},
{
"p": 0.4725073575973511,
"m": 1.0
},
{
"p": 0.4408808946609497,
"m": 1.0
},
{
"p": 0.623949408531189,
"m": 1.0
},
{
"p": 0.3357399106025696,
"m": 1.0
},
{
"p": 0.782824695110321,
"m": 1.0
},
{
"p": 0.8084757328033447,
"m": 1.0
},
{
"p": 0.17265763878822327,
"m": 1.0
}
]
},
{
"epoch": 68,
"train_loss": 0.5520536303520203,
"val_loss": 1.1389907598495483,
"acc": 66.91,
"time": 14.089162104000025,
"param": [
{
"p": 1.0376981496810913,
"m": 1.0
},
{
"p": 0.06124954670667648,
"m": 1.0
},
{
"p": 0.5948538780212402,
"m": 1.0
},
{
"p": 0.26163414120674133,
"m": 1.0
},
{
"p": 0.40211179852485657,
"m": 1.0
},
{
"p": 0.34014618396759033,
"m": 1.0
},
{
"p": 0.6030034422874451,
"m": 1.0
},
{
"p": 0.5191921591758728,
"m": 1.0
},
{
"p": 0.41807448863983154,
"m": 1.0
},
{
"p": 0.6397922039031982,
"m": 1.0
},
{
"p": 0.28441154956817627,
"m": 1.0
},
{
"p": 0.7760527729988098,
"m": 1.0
},
{
"p": 0.797774076461792,
"m": 1.0
},
{
"p": 0.20633280277252197,
"m": 1.0
}
]
},
{
"epoch": 69,
"train_loss": 0.051848895847797394,
"val_loss": 1.2155827283859253,
"acc": 67.64,
"time": 25.54647872800001,
"param": [
{
"p": 1.0541131496429443,
"m": 1.0
},
{
"p": 0.12212599068880081,
"m": 1.0
},
{
"p": 0.5593301057815552,
"m": 1.0
},
{
"p": 0.2573029398918152,
"m": 1.0
},
{
"p": 0.3984961211681366,
"m": 1.0
},
{
"p": 0.31526997685432434,
"m": 1.0
},
{
"p": 0.595304012298584,
"m": 1.0
},
{
"p": 0.5439122915267944,
"m": 1.0
},
{
"p": 0.39523422718048096,
"m": 1.0
},
{
"p": 0.6460205316543579,
"m": 1.0
},
{
"p": 0.24781207740306854,
"m": 1.0
},
{
"p": 0.7663200497627258,
"m": 1.0
},
{
"p": 0.7867904305458069,
"m": 1.0
},
{
"p": 0.24150876700878143,
"m": 1.0
}
]
},
{
"epoch": 70,
"train_loss": 0.24656565487384796,
"val_loss": 1.1911176443099976,
"acc": 66.49,
"time": 28.49376144100006,
"param": [
{
"p": 1.0577330589294434,
"m": 1.0
},
{
"p": 0.142457976937294,
"m": 1.0
},
{
"p": 0.5638157725334167,
"m": 1.0
},
{
"p": 0.2530938684940338,
"m": 1.0
},
{
"p": 0.4079655110836029,
"m": 1.0
},
{
"p": 0.304291695356369,
"m": 1.0
},
{
"p": 0.5873926877975464,
"m": 1.0
},
{
"p": 0.555858314037323,
"m": 1.0
},
{
"p": 0.37193265557289124,
"m": 1.0
},
{
"p": 0.6337886452674866,
"m": 1.0
},
{
"p": 0.2633826732635498,
"m": 1.0
},
{
"p": 0.7440754771232605,
"m": 1.0
},
{
"p": 0.7847015261650085,
"m": 1.0
},
{
"p": 0.26228851079940796,
"m": 1.0
}
]
},
{
"epoch": 71,
"train_loss": 0.11839919537305832,
"val_loss": 1.182836890220642,
"acc": 66.54,
"time": 14.615914253000028,
"param": [
{
"p": 1.0428740978240967,
"m": 1.0
},
{
"p": 0.15410177409648895,
"m": 1.0
},
{
"p": 0.578158438205719,
"m": 1.0
},
{
"p": 0.2496725171804428,
"m": 1.0
},
{
"p": 0.42711958289146423,
"m": 1.0
},
{
"p": 0.3073633909225464,
"m": 1.0
},
{
"p": 0.5733476281166077,
"m": 1.0
},
{
"p": 0.5666893720626831,
"m": 1.0
},
{
"p": 0.3634321689605713,
"m": 1.0
},
{
"p": 0.6471943259239197,
"m": 1.0
},
{
"p": 0.26636549830436707,
"m": 1.0
},
{
"p": 0.7346858382225037,
"m": 1.0
},
{
"p": 0.783092737197876,
"m": 1.0
},
{
"p": 0.2805611789226532,
"m": 1.0
}
]
},
{
"epoch": 72,
"train_loss": 0.04674046114087105,
"val_loss": 1.3129974603652954,
"acc": 67.69,
"time": 21.732129274000044,
"param": [
{
"p": 1.0229183435440063,
"m": 1.0
},
{
"p": 0.16930358111858368,
"m": 1.0
},
{
"p": 0.6014117002487183,
"m": 1.0
},
{
"p": 0.20318011939525604,
"m": 1.0
},
{
"p": 0.46000176668167114,
"m": 1.0
},
{
"p": 0.301645964384079,
"m": 1.0
},
{
"p": 0.5718662738800049,
"m": 1.0
},
{
"p": 0.5974177122116089,
"m": 1.0
},
{
"p": 0.35357585549354553,
"m": 1.0
},
{
"p": 0.6536077857017517,
"m": 1.0
},
{
"p": 0.2612508237361908,
"m": 1.0
},
{
"p": 0.726537823677063,
"m": 1.0
},
{
"p": 0.7817103862762451,
"m": 1.0
},
{
"p": 0.29899606108665466,
"m": 1.0
}
]
},
{
"epoch": 73,
"train_loss": 0.11126498878002167,
"val_loss": 1.3402546644210815,
"acc": 67.29,
"time": 31.929438797000103,
"param": [
{
"p": 1.02705979347229,
"m": 1.0
},
{
"p": 0.14593851566314697,
"m": 1.0
},
{
"p": 0.6176967620849609,
"m": 1.0
},
{
"p": 0.20141950249671936,
"m": 1.0
},
{
"p": 0.46831971406936646,
"m": 1.0
},
{
"p": 0.30046334862709045,
"m": 1.0
},
{
"p": 0.5780806541442871,
"m": 1.0
},
{
"p": 0.6202512979507446,
"m": 1.0
},
{
"p": 0.3445579707622528,
"m": 1.0
},
{
"p": 0.6535650491714478,
"m": 1.0
},
{
"p": 0.24736446142196655,
"m": 1.0
},
{
"p": 0.702081561088562,
"m": 1.0
},
{
"p": 0.7766461968421936,
"m": 1.0
},
{
"p": 0.3037188947200775,
"m": 1.0
}
]
},
{
"epoch": 74,
"train_loss": 0.45661208033561707,
"val_loss": 1.217348575592041,
"acc": 67.18,
"time": 17.66612661199997,
"param": [
{
"p": 1.043020486831665,
"m": 1.0
},
{
"p": 0.1347568929195404,
"m": 1.0
},
{
"p": 0.619651198387146,
"m": 1.0
},
{
"p": 0.20990942418575287,
"m": 1.0
},
{
"p": 0.46649348735809326,
"m": 1.0
},
{
"p": 0.30286815762519836,
"m": 1.0
},
{
"p": 0.5929171442985535,
"m": 1.0
},
{
"p": 0.616910994052887,
"m": 1.0
},
{
"p": 0.34140634536743164,
"m": 1.0
},
{
"p": 0.6415404081344604,
"m": 1.0
},
{
"p": 0.1927706003189087,
"m": 1.0
},
{
"p": 0.6896200180053711,
"m": 1.0
},
{
"p": 0.7726439833641052,
"m": 1.0
},
{
"p": 0.2996573746204376,
"m": 1.0
}
]
},
{
"epoch": 75,
"train_loss": 0.3726884126663208,
"val_loss": 1.3217368125915527,
"acc": 68.01,
"time": 17.513110509999933,
"param": [
{
"p": 1.0615403652191162,
"m": 1.0
},
{
"p": 0.13429266214370728,
"m": 1.0
},
{
"p": 0.6055963039398193,
"m": 1.0
},
{
"p": 0.2183562070131302,
"m": 1.0
},
{
"p": 0.4576631486415863,
"m": 1.0
},
{
"p": 0.31658580899238586,
"m": 1.0
},
{
"p": 0.598537027835846,
"m": 1.0
},
{
"p": 0.6123670935630798,
"m": 1.0
},
{
"p": 0.321379154920578,
"m": 1.0
},
{
"p": 0.6297363638877869,
"m": 1.0
},
{
"p": 0.15208598971366882,
"m": 1.0
},
{
"p": 0.6763293743133545,
"m": 1.0
},
{
"p": 0.7655947804450989,
"m": 1.0
},
{
"p": 0.29358044266700745,
"m": 1.0
}
]
},
{
"epoch": 76,
"train_loss": 0.05584936961531639,
"val_loss": 1.261979341506958,
"acc": 67.45,
"time": 32.89253975600013,
"param": [
{
"p": 1.079561471939087,
"m": 1.0
},
{
"p": 0.15957540273666382,
"m": 1.0
},
{
"p": 0.5915270447731018,
"m": 1.0
},
{
"p": 0.20760305225849152,
"m": 1.0
},
{
"p": 0.43726280331611633,
"m": 1.0
},
{
"p": 0.3209778964519501,
"m": 1.0
},
{
"p": 0.6009142398834229,
"m": 1.0
},
{
"p": 0.6077266931533813,
"m": 1.0
},
{
"p": 0.2977796494960785,
"m": 1.0
},
{
"p": 0.6202635169029236,
"m": 1.0
},
{
"p": 0.12259522825479507,
"m": 1.0
},
{
"p": 0.6543310284614563,
"m": 1.0
},
{
"p": 0.7397986054420471,
"m": 1.0
},
{
"p": 0.30764222145080566,
"m": 1.0
}
]
},
{
"epoch": 77,
"train_loss": 0.5170679092407227,
"val_loss": 1.1198604106903076,
"acc": 67.51,
"time": 21.30806838700005,
"param": [
{
"p": 1.0848420858383179,
"m": 1.0
},
{
"p": 0.1801379919052124,
"m": 1.0
},
{
"p": 0.5998297333717346,
"m": 1.0
},
{
"p": 0.21002282202243805,
"m": 1.0
},
{
"p": 0.4229348301887512,
"m": 1.0
},
{
"p": 0.32117101550102234,
"m": 1.0
},
{
"p": 0.6021115183830261,
"m": 1.0
},
{
"p": 0.601749837398529,
"m": 1.0
},
{
"p": 0.2555884122848511,
"m": 1.0
},
{
"p": 0.5929319858551025,
"m": 1.0
},
{
"p": 0.13802681863307953,
"m": 1.0
},
{
"p": 0.6533677577972412,
"m": 1.0
},
{
"p": 0.724064826965332,
"m": 1.0
},
{
"p": 0.32357653975486755,
"m": 1.0
}
]
},
{
"epoch": 78,
"train_loss": 0.38922247290611267,
"val_loss": 1.2627391815185547,
"acc": 66.19,
"time": 14.394277242999806,
"param": [
{
"p": 1.0810352563858032,
"m": 1.0
},
{
"p": 0.19503779709339142,
"m": 1.0
},
{
"p": 0.6224473714828491,
"m": 1.0
},
{
"p": 0.2354554533958435,
"m": 1.0
},
{
"p": 0.4280920922756195,
"m": 1.0
},
{
"p": 0.32107409834861755,
"m": 1.0
},
{
"p": 0.5633509755134583,
"m": 1.0
},
{
"p": 0.6035260558128357,
"m": 1.0
},
{
"p": 0.24280524253845215,
"m": 1.0
},
{
"p": 0.5585538148880005,
"m": 1.0
},
{
"p": 0.1600603312253952,
"m": 1.0
},
{
"p": 0.6478589773178101,
"m": 1.0
},
{
"p": 0.7069498300552368,
"m": 1.0
},
{
"p": 0.33612439036369324,
"m": 1.0
}
]
},
{
"epoch": 79,
"train_loss": 0.0587792806327343,
"val_loss": 1.2708649635314941,
"acc": 67.75,
"time": 29.08441192700002,
"param": [
{
"p": 1.0554149150848389,
"m": 1.0
},
{
"p": 0.21402250230312347,
"m": 1.0
},
{
"p": 0.6433796286582947,
"m": 1.0
},
{
"p": 0.25910264253616333,
"m": 1.0
},
{
"p": 0.44857317209243774,
"m": 1.0
},
{
"p": 0.33998408913612366,
"m": 1.0
},
{
"p": 0.5586467385292053,
"m": 1.0
},
{
"p": 0.6074731945991516,
"m": 1.0
},
{
"p": 0.23387636244297028,
"m": 1.0
},
{
"p": 0.5394533276557922,
"m": 1.0
},
{
"p": 0.17962177097797394,
"m": 1.0
},
{
"p": 0.6375173926353455,
"m": 1.0
},
{
"p": 0.6796703934669495,
"m": 1.0
},
{
"p": 0.34679096937179565,
"m": 1.0
}
]
},
{
"epoch": 80,
"train_loss": 0.3311615586280823,
"val_loss": 1.0867819786071777,
"acc": 66.48,
"time": 25.02654983599996,
"param": [
{
"p": 1.0532091856002808,
"m": 1.0
},
{
"p": 0.18250814080238342,
"m": 1.0
},
{
"p": 0.6500551700592041,
"m": 1.0
},
{
"p": 0.2707913815975189,
"m": 1.0
},
{
"p": 0.4679521322250366,
"m": 1.0
},
{
"p": 0.3587747812271118,
"m": 1.0
},
{
"p": 0.5673434734344482,
"m": 1.0
},
{
"p": 0.6122219562530518,
"m": 1.0
},
{
"p": 0.2190472036600113,
"m": 1.0
},
{
"p": 0.5635836124420166,
"m": 1.0
},
{
"p": 0.2000989019870758,
"m": 1.0
},
{
"p": 0.6340941786766052,
"m": 1.0
},
{
"p": 0.6619728803634644,
"m": 1.0
},
{
"p": 0.3426084518432617,
"m": 1.0
}
]
},
{
"epoch": 81,
"train_loss": 0.26825618743896484,
"val_loss": 1.123988389968872,
"acc": 66.14,
"time": 14.486824710000064,
"param": [
{
"p": 1.0531401634216309,
"m": 1.0
},
{
"p": 0.1525956094264984,
"m": 1.0
},
{
"p": 0.6507619023323059,
"m": 1.0
},
{
"p": 0.2754192352294922,
"m": 1.0
},
{
"p": 0.48819079995155334,
"m": 1.0
},
{
"p": 0.37621092796325684,
"m": 1.0
},
{
"p": 0.5736096501350403,
"m": 1.0
},
{
"p": 0.6099981665611267,
"m": 1.0
},
{
"p": 0.22431449592113495,
"m": 1.0
},
{
"p": 0.5822228193283081,
"m": 1.0
},
{
"p": 0.2256191521883011,
"m": 1.0
},
{
"p": 0.6281733512878418,
"m": 1.0
},
{
"p": 0.6459428071975708,
"m": 1.0
},
{
"p": 0.3367554545402527,
"m": 1.0
}
]
},
{
"epoch": 82,
"train_loss": 0.022431036457419395,
"val_loss": 1.3813586235046387,
"acc": 68.5,
"time": 25.65878294800018,
"param": [
{
"p": 1.0545923709869385,
"m": 1.0
},
{
"p": 0.15015418827533722,
"m": 1.0
},
{
"p": 0.6352794170379639,
"m": 1.0
},
{
"p": 0.3040020167827606,
"m": 1.0
},
{
"p": 0.5052892565727234,
"m": 1.0
},
{
"p": 0.3747611939907074,
"m": 1.0
},
{
"p": 0.5818619728088379,
"m": 1.0
},
{
"p": 0.5768116116523743,
"m": 1.0
},
{
"p": 0.24855929613113403,
"m": 1.0
},
{
"p": 0.5900881886482239,
"m": 1.0
},
{
"p": 0.24727821350097656,
"m": 1.0
},
{
"p": 0.6222270131111145,
"m": 1.0
},
{
"p": 0.6297024488449097,
"m": 1.0
},
{
"p": 0.3308073878288269,
"m": 1.0
}
]
},
{
"epoch": 83,
"train_loss": 0.2120872586965561,
"val_loss": 1.2642759084701538,
"acc": 67.54,
"time": 28.709065710000004,
"param": [
{
"p": 1.0437068939208984,
"m": 1.0
},
{
"p": 0.15259107947349548,
"m": 1.0
},
{
"p": 0.6311830282211304,
"m": 1.0
},
{
"p": 0.32287105917930603,
"m": 1.0
},
{
"p": 0.5187231302261353,
"m": 1.0
},
{
"p": 0.3749881088733673,
"m": 1.0
},
{
"p": 0.5880103707313538,
"m": 1.0
},
{
"p": 0.5387306809425354,
"m": 1.0
},
{
"p": 0.2836618721485138,
"m": 1.0
},
{
"p": 0.5881105661392212,
"m": 1.0
},
{
"p": 0.27097609639167786,
"m": 1.0
},
{
"p": 0.6258883476257324,
"m": 1.0
},
{
"p": 0.6216011643409729,
"m": 1.0
},
{
"p": 0.3467835485935211,
"m": 1.0
}
]
},
{
"epoch": 84,
"train_loss": 0.16620074212551117,
"val_loss": 1.3057873249053955,
"acc": 67.05,
"time": 14.793517303000044,
"param": [
{
"p": 1.0397266149520874,
"m": 1.0
},
{
"p": 0.15012146532535553,
"m": 1.0
},
{
"p": 0.6231602430343628,
"m": 1.0
},
{
"p": 0.3346894681453705,
"m": 1.0
},
{
"p": 0.5304824113845825,
"m": 1.0
},
{
"p": 0.38254550099372864,
"m": 1.0
},
{
"p": 0.5905833840370178,
"m": 1.0
},
{
"p": 0.5027264356613159,
"m": 1.0
},
{
"p": 0.2835227847099304,
"m": 1.0
},
{
"p": 0.5731330513954163,
"m": 1.0
},
{
"p": 0.29753974080085754,
"m": 1.0
},
{
"p": 0.6274423003196716,
"m": 1.0
},
{
"p": 0.6152476072311401,
"m": 1.0
},
{
"p": 0.3611293435096741,
"m": 1.0
}
]
},
{
"epoch": 85,
"train_loss": 0.02624407224357128,
"val_loss": 1.1824477910995483,
"acc": 68.8,
"time": 21.886684707000313,
"param": [
{
"p": 1.0448461771011353,
"m": 1.0
},
{
"p": 0.1391790360212326,
"m": 1.0
},
{
"p": 0.5819783210754395,
"m": 1.0
},
{
"p": 0.32857057452201843,
"m": 1.0
},
{
"p": 0.525719940662384,
"m": 1.0
},
{
"p": 0.4027688205242157,
"m": 1.0
},
{
"p": 0.6097047328948975,
"m": 1.0
},
{
"p": 0.4964196979999542,
"m": 1.0
},
{
"p": 0.2765575647354126,
"m": 1.0
},
{
"p": 0.5728775858879089,
"m": 1.0
},
{
"p": 0.3144697844982147,
"m": 1.0
},
{
"p": 0.6281251907348633,
"m": 1.0
},
{
"p": 0.6103687286376953,
"m": 1.0
},
{
"p": 0.3729361891746521,
"m": 1.0
}
]
},
{
"epoch": 86,
"train_loss": 0.13843116164207458,
"val_loss": 1.1726845502853394,
"acc": 67.89,
"time": 32.78768847099991,
"param": [
{
"p": 1.0454437732696533,
"m": 1.0
},
{
"p": 0.12972047924995422,
"m": 1.0
},
{
"p": 0.5615261793136597,
"m": 1.0
},
{
"p": 0.3403021991252899,
"m": 1.0
},
{
"p": 0.5312926769256592,
"m": 1.0
},
{
"p": 0.4194319546222687,
"m": 1.0
},
{
"p": 0.6194778680801392,
"m": 1.0
},
{
"p": 0.5009626150131226,
"m": 1.0
},
{
"p": 0.2692401111125946,
"m": 1.0
},
{
"p": 0.5830057263374329,
"m": 1.0
},
{
"p": 0.32378295063972473,
"m": 1.0
},
{
"p": 0.6284658908843994,
"m": 1.0
},
{
"p": 0.6093129515647888,
"m": 1.0
},
{
"p": 0.3532372713088989,
"m": 1.0
}
]
},
{
"epoch": 87,
"train_loss": 0.6763132810592651,
"val_loss": 1.314781665802002,
"acc": 67.84,
"time": 17.418316748000052,
"param": [
{
"p": 1.0356006622314453,
"m": 1.0
},
{
"p": 0.12032654136419296,
"m": 1.0
},
{
"p": 0.5592057108879089,
"m": 1.0
},
{
"p": 0.35634279251098633,
"m": 1.0
},
{
"p": 0.5398585796356201,
"m": 1.0
},
{
"p": 0.4332050383090973,
"m": 1.0
},
{
"p": 0.615949809551239,
"m": 1.0
},
{
"p": 0.5189013481140137,
"m": 1.0
},
{
"p": 0.2701699733734131,
"m": 1.0
},
{
"p": 0.6095950603485107,
"m": 1.0
},
{
"p": 0.3138432502746582,
"m": 1.0
},
{
"p": 0.6243546605110168,
"m": 1.0
},
{
"p": 0.5977884531021118,
"m": 1.0
},
{
"p": 0.3434663712978363,
"m": 1.0
}
]
},
{
"epoch": 88,
"train_loss": 0.3866416811943054,
"val_loss": 1.3530715703964233,
"acc": 68.97,
"time": 17.760363984000378,
"param": [
{
"p": 1.0252084732055664,
"m": 1.0
},
{
"p": 0.11059343069791794,
"m": 1.0
},
{
"p": 0.5739632248878479,
"m": 1.0
},
{
"p": 0.38537171483039856,
"m": 1.0
},
{
"p": 0.5418812036514282,
"m": 1.0
},
{
"p": 0.43649011850357056,
"m": 1.0
},
{
"p": 0.6180434823036194,
"m": 1.0
},
{
"p": 0.5365116596221924,
"m": 1.0
},
{
"p": 0.2585400342941284,
"m": 1.0
},
{
"p": 0.6012530326843262,
"m": 1.0
},
{
"p": 0.3077135682106018,
"m": 1.0
},
{
"p": 0.6294060945510864,
"m": 1.0
},
{
"p": 0.5862925052642822,
"m": 1.0
},
{
"p": 0.3394698202610016,
"m": 1.0
}
]
},
{
"epoch": 89,
"train_loss": 0.08947030454874039,
"val_loss": 1.1136894226074219,
"acc": 68.18,
"time": 32.63572748000024,
"param": [
{
"p": 1.015885591506958,
"m": 1.0
},
{
"p": 0.12091334164142609,
"m": 1.0
},
{
"p": 0.6129459738731384,
"m": 1.0
},
{
"p": 0.3766592741012573,
"m": 1.0
},
{
"p": 0.5450883507728577,
"m": 1.0
},
{
"p": 0.4209582805633545,
"m": 1.0
},
{
"p": 0.6354907155036926,
"m": 1.0
},
{
"p": 0.5561087727546692,
"m": 1.0
},
{
"p": 0.2501773536205292,
"m": 1.0
},
{
"p": 0.5819548964500427,
"m": 1.0
},
{
"p": 0.3054823577404022,
"m": 1.0
},
{
"p": 0.649167001247406,
"m": 1.0
},
{
"p": 0.5742890238761902,
"m": 1.0
},
{
"p": 0.3392382860183716,
"m": 1.0
}
]
},
{
"epoch": 90,
"train_loss": 0.4993847608566284,
"val_loss": 1.3646554946899414,
"acc": 67.59,
"time": 21.083862671000134,
"param": [
{
"p": 1.016416072845459,
"m": 1.0
},
{
"p": 0.10912827402353287,
"m": 1.0
},
{
"p": 0.6267130374908447,
"m": 1.0
},
{
"p": 0.3739366829395294,
"m": 1.0
},
{
"p": 0.5509874820709229,
"m": 1.0
},
{
"p": 0.4018266797065735,
"m": 1.0
},
{
"p": 0.662578284740448,
"m": 1.0
},
{
"p": 0.5848488807678223,
"m": 1.0
},
{
"p": 0.2579830586910248,
"m": 1.0
},
{
"p": 0.5733200311660767,
"m": 1.0
},
{
"p": 0.3132040798664093,
"m": 1.0
},
{
"p": 0.6388412117958069,
"m": 1.0
},
{
"p": 0.5679311752319336,
"m": 1.0
},
{
"p": 0.3257678747177124,
"m": 1.0
}
]
},
{
"epoch": 91,
"train_loss": 0.29190364480018616,
"val_loss": 1.1883231401443481,
"acc": 66.64,
"time": 14.1427125969999,
"param": [
{
"p": 1.0050551891326904,
"m": 1.0
},
{
"p": 0.09127850830554962,
"m": 1.0
},
{
"p": 0.6228896975517273,
"m": 1.0
},
{
"p": 0.3882100284099579,
"m": 1.0
},
{
"p": 0.5710018873214722,
"m": 1.0
},
{
"p": 0.4156287610530853,
"m": 1.0
},
{
"p": 0.6850360631942749,
"m": 1.0
},
{
"p": 0.5874800682067871,
"m": 1.0
},
{
"p": 0.2373141646385193,
"m": 1.0
},
{
"p": 0.5603598356246948,
"m": 1.0
},
{
"p": 0.31678301095962524,
"m": 1.0
},
{
"p": 0.6427215933799744,
"m": 1.0
},
{
"p": 0.5639752745628357,
"m": 1.0
},
{
"p": 0.31670185923576355,
"m": 1.0
}
]
},
{
"epoch": 92,
"train_loss": 0.08311527222394943,
"val_loss": 1.3072689771652222,
"acc": 68.81,
"time": 29.728833612000017,
"param": [
{
"p": 1.0052021741867065,
"m": 1.0
},
{
"p": 0.08771605789661407,
"m": 1.0
},
{
"p": 0.5869495868682861,
"m": 1.0
},
{
"p": 0.3892883360385895,
"m": 1.0
},
{
"p": 0.5777069926261902,
"m": 1.0
},
{
"p": 0.43414750695228577,
"m": 1.0
},
{
"p": 0.6938301920890808,
"m": 1.0
},
{
"p": 0.5814418196678162,
"m": 1.0
},
{
"p": 0.21063798666000366,
"m": 1.0
},
{
"p": 0.5455718040466309,
"m": 1.0
},
{
"p": 0.3181106448173523,
"m": 1.0
},
{
"p": 0.6582439541816711,
"m": 1.0
},
{
"p": 0.5602931380271912,
"m": 1.0
},
{
"p": 0.32785922288894653,
"m": 1.0
}
]
},
{
"epoch": 93,
"train_loss": 0.35705170035362244,
"val_loss": 1.263416051864624,
"acc": 66.83,
"time": 25.111397014999966,
"param": [
{
"p": 0.9939609169960022,
"m": 1.0
},
{
"p": 0.127849280834198,
"m": 1.0
},
{
"p": 0.5717109441757202,
"m": 1.0
},
{
"p": 0.3942682147026062,
"m": 1.0
},
{
"p": 0.5794744491577148,
"m": 1.0
},
{
"p": 0.4516834616661072,
"m": 1.0
},
{
"p": 0.6965754628181458,
"m": 1.0
},
{
"p": 0.5720462799072266,
"m": 1.0
},
{
"p": 0.17503398656845093,
"m": 1.0
},
{
"p": 0.5143218040466309,
"m": 1.0
},
{
"p": 0.3199961483478546,
"m": 1.0
},
{
"p": 0.6862210035324097,
"m": 1.0
},
{
"p": 0.5684396028518677,
"m": 1.0
},
{
"p": 0.33440327644348145,
"m": 1.0
}
]
},
{
"epoch": 94,
"train_loss": 0.29508548974990845,
"val_loss": 1.1702792644500732,
"acc": 66.69,
"time": 14.173502164000183,
"param": [
{
"p": 0.9739590287208557,
"m": 1.0
},
{
"p": 0.16388146579265594,
"m": 1.0
},
{
"p": 0.5668677687644958,
"m": 1.0
},
{
"p": 0.4029757082462311,
"m": 1.0
},
{
"p": 0.5790307521820068,
"m": 1.0
},
{
"p": 0.4779091775417328,
"m": 1.0
},
{
"p": 0.6833391785621643,
"m": 1.0
},
{
"p": 0.5710484981536865,
"m": 1.0
},
{
"p": 0.1616707295179367,
"m": 1.0
},
{
"p": 0.5133233666419983,
"m": 1.0
},
{
"p": 0.3169518709182739,
"m": 1.0
},
{
"p": 0.6975225806236267,
"m": 1.0
},
{
"p": 0.5708858966827393,
"m": 1.0
},
{
"p": 0.34261566400527954,
"m": 1.0
}
]
},
{
"epoch": 95,
"train_loss": 0.05287016183137894,
"val_loss": 0.9312466382980347,
"acc": 68.18,
"time": 26.002521116000025,
"param": [
{
"p": 0.9663153290748596,
"m": 1.0
},
{
"p": 0.17633351683616638,
"m": 1.0
},
{
"p": 0.5419203639030457,
"m": 1.0
},
{
"p": 0.3944510519504547,
"m": 1.0
},
{
"p": 0.589400053024292,
"m": 1.0
},
{
"p": 0.48956385254859924,
"m": 1.0
},
{
"p": 0.6930904984474182,
"m": 1.0
},
{
"p": 0.5675604939460754,
"m": 1.0
},
{
"p": 0.1378747820854187,
"m": 1.0
},
{
"p": 0.513093888759613,
"m": 1.0
},
{
"p": 0.31550928950309753,
"m": 1.0
},
{
"p": 0.7009259462356567,
"m": 1.0
},
{
"p": 0.5687899589538574,
"m": 1.0
},
{
"p": 0.3569428026676178,
"m": 1.0
}
]
},
{
"epoch": 96,
"train_loss": 0.18737125396728516,
"val_loss": 1.1724677085876465,
"acc": 67.7,
"time": 28.556752949000384,
"param": [
{
"p": 0.9822880625724792,
"m": 1.0
},
{
"p": 0.18365435302257538,
"m": 1.0
},
{
"p": 0.5293687582015991,
"m": 1.0
},
{
"p": 0.37777698040008545,
"m": 1.0
},
{
"p": 0.5951576828956604,
"m": 1.0
},
{
"p": 0.4923129975795746,
"m": 1.0
},
{
"p": 0.7007091045379639,
"m": 1.0
},
{
"p": 0.5636095404624939,
"m": 1.0
},
{
"p": 0.10496065020561218,
"m": 1.0
},
{
"p": 0.5056431293487549,
"m": 1.0
},
{
"p": 0.32332146167755127,
"m": 1.0
},
{
"p": 0.7131942510604858,
"m": 1.0
},
{
"p": 0.5277693867683411,
"m": 1.0
},
{
"p": 0.34018999338150024,
"m": 1.0
}
]
},
{
"epoch": 97,
"train_loss": 0.3036051392555237,
"val_loss": 1.2047122716903687,
"acc": 67.8,
"time": 14.642624842999794,
"param": [
{
"p": 1.0066308975219727,
"m": 1.0
},
{
"p": 0.18540717661380768,
"m": 1.0
},
{
"p": 0.5242820978164673,
"m": 1.0
},
{
"p": 0.36151039600372314,
"m": 1.0
},
{
"p": 0.5972341299057007,
"m": 1.0
},
{
"p": 0.48839128017425537,
"m": 1.0
},
{
"p": 0.6850813627243042,
"m": 1.0
},
{
"p": 0.550346851348877,
"m": 1.0
},
{
"p": 0.1305331587791443,
"m": 1.0
},
{
"p": 0.48808857798576355,
"m": 1.0
},
{
"p": 0.30801552534103394,
"m": 1.0
},
{
"p": 0.7231587171554565,
"m": 1.0
},
{
"p": 0.5071793794631958,
"m": 1.0
},
{
"p": 0.33412447571754456,
"m": 1.0
}
]
},
{
"epoch": 98,
"train_loss": 0.016002655029296875,
"val_loss": 1.2250158786773682,
"acc": 69.21,
"time": 21.780671828999857,
"param": [
{
"p": 1.0357493162155151,
"m": 1.0
},
{
"p": 0.18193037807941437,
"m": 1.0
},
{
"p": 0.5285362005233765,
"m": 1.0
},
{
"p": 0.32291725277900696,
"m": 1.0
},
{
"p": 0.5613783597946167,
"m": 1.0
},
{
"p": 0.5039827227592468,
"m": 1.0
},
{
"p": 0.682488739490509,
"m": 1.0
},
{
"p": 0.5388133525848389,
"m": 1.0
},
{
"p": 0.17654691636562347,
"m": 1.0
},
{
"p": 0.47857457399368286,
"m": 1.0
},
{
"p": 0.2997909188270569,
"m": 1.0
},
{
"p": 0.7306270599365234,
"m": 1.0
},
{
"p": 0.4979471266269684,
"m": 1.0
},
{
"p": 0.3373032212257385,
"m": 1.0
}
]
},
{
"epoch": 99,
"train_loss": 0.07382266223430634,
"val_loss": 1.03097403049469,
"acc": 68.42,
"time": 31.920023850000234,
"param": [
{
"p": 1.0385189056396484,
"m": 1.0
},
{
"p": 0.19729094207286835,
"m": 1.0
},
{
"p": 0.5400053858757019,
"m": 1.0
},
{
"p": 0.31876340508461,
"m": 1.0
},
{
"p": 0.5435987114906311,
"m": 1.0
},
{
"p": 0.5164845585823059,
"m": 1.0
},
{
"p": 0.683112382888794,
"m": 1.0
},
{
"p": 0.5304479598999023,
"m": 1.0
},
{
"p": 0.22047872841358185,
"m": 1.0
},
{
"p": 0.47473573684692383,
"m": 1.0
},
{
"p": 0.3042047917842865,
"m": 1.0
},
{
"p": 0.7386963963508606,
"m": 1.0
},
{
"p": 0.4954770505428314,
"m": 1.0
},
{
"p": 0.3163476884365082,
"m": 1.0
}
]
},
{
"epoch": 100,
"train_loss": 0.6204201579093933,
"val_loss": 1.3409839868545532,
"acc": 68.76,
"time": 17.883943591999923,
"param": [
{
"p": 1.0353989601135254,
"m": 1.0
},
{
"p": 0.2099466770887375,
"m": 1.0
},
{
"p": 0.5495080947875977,
"m": 1.0
},
{
"p": 0.31644150614738464,
"m": 1.0
},
{
"p": 0.5358750820159912,
"m": 1.0
},
{
"p": 0.5256912708282471,
"m": 1.0
},
{
"p": 0.6845899224281311,
"m": 1.0
},
{
"p": 0.5235877633094788,
"m": 1.0
},
{
"p": 0.22912755608558655,
"m": 1.0
},
{
"p": 0.4391211271286011,
"m": 1.0
},
{
"p": 0.32161712646484375,
"m": 1.0
},
{
"p": 0.7431597113609314,
"m": 1.0
},
{
"p": 0.5017433762550354,
"m": 1.0
},
{
"p": 0.31204795837402344,
"m": 1.0
}
]
}
]
}
Reference in a new issue View git blame Copy permalink