smart_augmentation/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json
Harle, Antoine (Contracteur) ca3367d19f Stock logs
2020-02-28 16:32:22 -05:00

13038 lines
No EOL
213 KiB
JSON

{
"Accuracy": 74.31,
"Time": [
313.57795708974436,
6.605961739274446,
62865.20785951699
],
"Optimizer": {
"Meta": {
"optim": "Adam",
"lr": 0.01
},
"Inner": {
"optim": "SGD",
"lr": 0.01,
"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": 4.151543617248535,
"val_loss": 2.102078437805176,
"acc": 24.55,
"time": 317.0161794399901,
"param": [
{
"p": 0.06717652082443237,
"m": 0.5
},
{
"p": 0.07160433381795883,
"m": 0.5
},
{
"p": 0.054401714354753494,
"m": 0.5
},
{
"p": 0.07542534172534943,
"m": 0.8644165396690369
},
{
"p": 0.0870584025979042,
"m": 0.47084900736808777
},
{
"p": 0.058588992804288864,
"m": 0.4924505650997162
},
{
"p": 0.07939619570970535,
"m": 0.8796456456184387
},
{
"p": 0.07146365195512772,
"m": 0.8469394445419312
},
{
"p": 0.06872804462909698,
"m": 0.6412862539291382
},
{
"p": 0.05985969677567482,
"m": 0.9326719641685486
},
{
"p": 0.04041668772697449,
"m": 0.6449679732322693
},
{
"p": 0.09942831844091415,
"m": 0.9238518476486206
},
{
"p": 0.11739243566989899,
"m": 0.5
},
{
"p": 0.049059636890888214,
"m": 0.5
}
]
},
{
"epoch": 2,
"train_loss": 3.984135866165161,
"val_loss": 1.8548704385757446,
"acc": 32.77,
"time": 312.4715684929979,
"param": [
{
"p": 0.12967081367969513,
"m": 0.5
},
{
"p": 0.05962813273072243,
"m": 0.5
},
{
"p": 0.0007233020151033998,
"m": 0.5
},
{
"p": 0.11647545546293259,
"m": 0.9378393292427063
},
{
"p": 0.0836884081363678,
"m": 0.6722321510314941
},
{
"p": 0.08271173387765884,
"m": 0.4280502498149872
},
{
"p": 0.056069642305374146,
"m": 0.905998945236206
},
{
"p": 0.10577426105737686,
"m": 1.0
},
{
"p": 0.046551432460546494,
"m": 0.5153529644012451
},
{
"p": 0.02466021664440632,
"m": 0.8335769772529602
},
{
"p": 0.0007233020151033998,
"m": 0.621990978717804
},
{
"p": 0.16454032063484192,
"m": 0.9061411619186401
},
{
"p": 0.12805967032909393,
"m": 0.5
},
{
"p": 0.0007233020151033998,
"m": 0.5
}
]
},
{
"epoch": 3,
"train_loss": 3.682184934616089,
"val_loss": 1.6710083484649658,
"acc": 39.25,
"time": 313.2651139029913,
"param": [
{
"p": 0.21245260536670685,
"m": 0.5
},
{
"p": 0.0007192105986177921,
"m": 0.5
},
{
"p": 0.013192507438361645,
"m": 0.5
},
{
"p": 0.130812406539917,
"m": 0.6869778037071228
},
{
"p": 0.0007192105986177921,
"m": 0.6107418537139893
},
{
"p": 0.0007192105986177921,
"m": 0.4279746413230896
},
{
"p": 0.08177347481250763,
"m": 0.7528666257858276
},
{
"p": 0.13730283081531525,
"m": 0.8656631708145142
},
{
"p": 0.0007192105986177921,
"m": 0.5625630617141724
},
{
"p": 0.02328147552907467,
"m": 0.7951286435127258
},
{
"p": 0.007512272801250219,
"m": 0.6459933519363403
},
{
"p": 0.26577362418174744,
"m": 1.0
},
{
"p": 0.12430277466773987,
"m": 0.5
},
{
"p": 0.0007192105986177921,
"m": 0.5
}
]
},
{
"epoch": 4,
"train_loss": 3.2983858585357666,
"val_loss": 1.7946834564208984,
"acc": 40.46,
"time": 301.5731948069879,
"param": [
{
"p": 0.2429657131433487,
"m": 0.5
},
{
"p": 0.0007143074180930853,
"m": 0.5
},
{
"p": 0.022380292415618896,
"m": 0.5
},
{
"p": 0.17506922781467438,
"m": 0.5495864152908325
},
{
"p": 0.0007143074180930853,
"m": 0.6627345681190491
},
{
"p": 0.0007143074180930853,
"m": 0.435404509305954
},
{
"p": 0.06147592514753342,
"m": 0.7582346200942993
},
{
"p": 0.10276588797569275,
"m": 0.8412395119667053
},
{
"p": 0.0292469784617424,
"m": 0.5808964967727661
},
{
"p": 0.0041213370859622955,
"m": 0.9712432026863098
},
{
"p": 0.012237127870321274,
"m": 0.6789985299110413
},
{
"p": 0.3461659550666809,
"m": 0.9867931604385376
},
{
"p": 0.0007143074180930853,
"m": 0.5
},
{
"p": 0.0007143074180930853,
"m": 0.5
}
]
},
{
"epoch": 5,
"train_loss": 3.5637619495391846,
"val_loss": 1.5518726110458374,
"acc": 46.58,
"time": 309.07508840897935,
"param": [
{
"p": 0.1814415454864502,
"m": 0.5
},
{
"p": 0.0007087639532983303,
"m": 0.5
},
{
"p": 0.0723525807261467,
"m": 0.5
},
{
"p": 0.11283854395151138,
"m": 0.40027573704719543
},
{
"p": 0.012656685896217823,
"m": 0.6891955733299255
},
{
"p": 0.05123601853847504,
"m": 0.5743986368179321
},
{
"p": 0.08002732694149017,
"m": 0.8771312832832336
},
{
"p": 0.08188005536794662,
"m": 0.8358525633811951
},
{
"p": 0.027516746893525124,
"m": 0.6944013237953186
},
{
"p": 0.04077339917421341,
"m": 0.9062884449958801
},
{
"p": 0.02997959777712822,
"m": 0.8167750239372253
},
{
"p": 0.19906078279018402,
"m": 0.9988118410110474
},
{
"p": 0.10881917178630829,
"m": 0.5
},
{
"p": 0.0007087639532983303,
"m": 0.5
}
]
},
{
"epoch": 6,
"train_loss": 3.187180757522583,
"val_loss": 1.479588270187378,
"acc": 48.14,
"time": 309.02546209900174,
"param": [
{
"p": 0.15220937132835388,
"m": 0.5
},
{
"p": 0.0007124976837076247,
"m": 0.5
},
{
"p": 0.08199325203895569,
"m": 0.5
},
{
"p": 0.09462904185056686,
"m": 0.47813040018081665
},
{
"p": 0.039738979190588,
"m": 0.6406351327896118
},
{
"p": 0.03213692083954811,
"m": 0.5233792066574097
},
{
"p": 0.07464224100112915,
"m": 0.9335992336273193
},
{
"p": 0.09502480924129486,
"m": 0.8152028322219849
},
{
"p": 0.07467370480298996,
"m": 0.7078872919082642
},
{
"p": 0.02415902353823185,
"m": 0.894116997718811
},
{
"p": 0.05202972888946533,
"m": 0.8657812476158142
},
{
"p": 0.19031694531440735,
"m": 1.0
},
{
"p": 0.08702097088098526,
"m": 0.5
},
{
"p": 0.0007124976837076247,
"m": 0.5
}
]
},
{
"epoch": 7,
"train_loss": 3.383492946624756,
"val_loss": 1.4707340002059937,
"acc": 50.0,
"time": 314.63757470899145,
"param": [
{
"p": 0.13948684930801392,
"m": 0.5
},
{
"p": 0.0007255502860061824,
"m": 0.5
},
{
"p": 0.09612501412630081,
"m": 0.5
},
{
"p": 0.06000588461756706,
"m": 0.48743411898612976
},
{
"p": 0.024311188608407974,
"m": 0.6931864023208618
},
{
"p": 0.04025217145681381,
"m": 0.6045776009559631
},
{
"p": 0.1118694543838501,
"m": 0.8354123830795288
},
{
"p": 0.07825542241334915,
"m": 0.8346269130706787
},
{
"p": 0.08456163853406906,
"m": 0.6946963667869568
},
{
"p": 0.035481180995702744,
"m": 0.8802588582038879
},
{
"p": 0.06380412727594376,
"m": 0.8336021304130554
},
{
"p": 0.16942889988422394,
"m": 0.9923186898231506
},
{
"p": 0.0949670746922493,
"m": 0.5
},
{
"p": 0.0007255502860061824,
"m": 0.5
}
]
},
{
"epoch": 8,
"train_loss": 3.077200412750244,
"val_loss": 1.3790717124938965,
"acc": 51.16,
"time": 312.2163997590251,
"param": [
{
"p": 0.10776610672473907,
"m": 0.5
},
{
"p": 0.0007127251010388136,
"m": 0.5
},
{
"p": 0.1009921059012413,
"m": 0.5
},
{
"p": 0.08512863516807556,
"m": 0.5022191405296326
},
{
"p": 0.047805055975914,
"m": 0.6271904706954956
},
{
"p": 0.027659667655825615,
"m": 0.6003130674362183
},
{
"p": 0.08882849663496017,
"m": 0.8300936222076416
},
{
"p": 0.08505629003047943,
"m": 0.8437754511833191
},
{
"p": 0.06977404654026031,
"m": 0.712577760219574
},
{
"p": 0.08113200217485428,
"m": 0.9167542457580566
},
{
"p": 0.06235051155090332,
"m": 0.7571984529495239
},
{
"p": 0.1289844661951065,
"m": 0.9927164912223816
},
{
"p": 0.1130971759557724,
"m": 0.5
},
{
"p": 0.0007127251010388136,
"m": 0.5
}
]
},
{
"epoch": 9,
"train_loss": 3.0169970989227295,
"val_loss": 1.3653647899627686,
"acc": 51.74,
"time": 311.2395438379899,
"param": [
{
"p": 0.12736767530441284,
"m": 0.5
},
{
"p": 0.0007143567781895399,
"m": 0.5
},
{
"p": 0.08424115180969238,
"m": 0.5
},
{
"p": 0.07695374637842178,
"m": 0.4468332827091217
},
{
"p": 0.04975961521267891,
"m": 0.5883306264877319
},
{
"p": 0.02135501056909561,
"m": 0.7461240291595459
},
{
"p": 0.10448950529098511,
"m": 0.7403339743614197
},
{
"p": 0.0438912957906723,
"m": 0.8993850946426392
},
{
"p": 0.0867549329996109,
"m": 0.6577504277229309
},
{
"p": 0.10625164955854416,
"m": 0.8678634166717529
},
{
"p": 0.06692572683095932,
"m": 0.6689023971557617
},
{
"p": 0.1055631935596466,
"m": 0.9742622971534729
},
{
"p": 0.12259276956319809,
"m": 0.5
},
{
"p": 0.003139338456094265,
"m": 0.5
}
]
},
{
"epoch": 10,
"train_loss": 2.9028635025024414,
"val_loss": 1.3377277851104736,
"acc": 54.07,
"time": 312.5773828919919,
"param": [
{
"p": 0.11616379022598267,
"m": 0.5
},
{
"p": 0.004137474112212658,
"m": 0.5
},
{
"p": 0.10991566628217697,
"m": 0.5
},
{
"p": 0.08428971469402313,
"m": 0.4945445656776428
},
{
"p": 0.0031728672329336405,
"m": 0.6444641947746277
},
{
"p": 0.0007061054930090904,
"m": 0.7404690384864807
},
{
"p": 0.09196405857801437,
"m": 0.8406728506088257
},
{
"p": 0.022672027349472046,
"m": 0.8566293120384216
},
{
"p": 0.05920860171318054,
"m": 0.6190699934959412
},
{
"p": 0.14199979603290558,
"m": 0.8627481460571289
},
{
"p": 0.06283799558877945,
"m": 0.7328042984008789
},
{
"p": 0.17525526881217957,
"m": 0.9826774597167969
},
{
"p": 0.126970574259758,
"m": 0.5
},
{
"p": 0.0007061054930090904,
"m": 0.5
}
]
},
{
"epoch": 11,
"train_loss": 3.0121073722839355,
"val_loss": 1.3462342023849487,
"acc": 54.1,
"time": 313.4533765500237,
"param": [
{
"p": 0.11892781406641006,
"m": 0.5
},
{
"p": 0.0007095388136804104,
"m": 0.5
},
{
"p": 0.055703241378068924,
"m": 0.5
},
{
"p": 0.1075521782040596,
"m": 0.5137258768081665
},
{
"p": 0.059253763407468796,
"m": 0.5867066383361816
},
{
"p": 0.02849879488348961,
"m": 0.6820589900016785
},
{
"p": 0.09915461391210556,
"m": 0.8457375168800354
},
{
"p": 0.09896241128444672,
"m": 0.7792584896087646
},
{
"p": 0.07241973280906677,
"m": 0.610485315322876
},
{
"p": 0.09177972376346588,
"m": 0.8717887997627258
},
{
"p": 0.058486033231019974,
"m": 0.702142059803009
},
{
"p": 0.11506897211074829,
"m": 0.9818952083587646
},
{
"p": 0.09277360886335373,
"m": 0.5
},
{
"p": 0.0007095388136804104,
"m": 0.5
}
]
},
{
"epoch": 12,
"train_loss": 3.4132766723632812,
"val_loss": 1.3041393756866455,
"acc": 55.02,
"time": 316.63254148399574,
"param": [
{
"p": 0.10654149949550629,
"m": 0.5
},
{
"p": 0.0007090669823810458,
"m": 0.5
},
{
"p": 0.044518325477838516,
"m": 0.5
},
{
"p": 0.12022665143013,
"m": 0.5307450890541077
},
{
"p": 0.04525737091898918,
"m": 0.7523915767669678
},
{
"p": 0.04161079227924347,
"m": 0.704354465007782
},
{
"p": 0.08912001550197601,
"m": 0.9524141550064087
},
{
"p": 0.0990041047334671,
"m": 0.7445271611213684
},
{
"p": 0.044061772525310516,
"m": 0.5775095820426941
},
{
"p": 0.1037648394703865,
"m": 1.0
},
{
"p": 0.06332364678382874,
"m": 0.7768711447715759
},
{
"p": 0.1241878867149353,
"m": 0.9751942157745361
},
{
"p": 0.1103208139538765,
"m": 0.5
},
{
"p": 0.007353178691118956,
"m": 0.5
}
]
},
{
"epoch": 13,
"train_loss": 3.055464267730713,
"val_loss": 1.293471097946167,
"acc": 55.9,
"time": 307.15995414200006,
"param": [
{
"p": 0.1251821666955948,
"m": 0.5
},
{
"p": 0.014257336035370827,
"m": 0.5
},
{
"p": 0.06689035147428513,
"m": 0.5
},
{
"p": 0.05359423905611038,
"m": 0.5312957763671875
},
{
"p": 0.035251371562480927,
"m": 0.7887876033782959
},
{
"p": 0.0037260919343680143,
"m": 0.7344706654548645
},
{
"p": 0.09592898190021515,
"m": 0.9343560934066772
},
{
"p": 0.05861279368400574,
"m": 0.9158399105072021
},
{
"p": 0.07726489752531052,
"m": 0.5766027569770813
},
{
"p": 0.10001616179943085,
"m": 0.979291558265686
},
{
"p": 0.09996253997087479,
"m": 0.7626416683197021
},
{
"p": 0.1325940191745758,
"m": 0.9531025290489197
},
{
"p": 0.13601265847682953,
"m": 0.5
},
{
"p": 0.0007063692901283503,
"m": 0.5
}
]
},
{
"epoch": 14,
"train_loss": 2.741844892501831,
"val_loss": 1.2167155742645264,
"acc": 58.51,
"time": 310.6304042210104,
"param": [
{
"p": 0.14836621284484863,
"m": 0.5
},
{
"p": 0.0025567684788256884,
"m": 0.5
},
{
"p": 0.056669436395168304,
"m": 0.5
},
{
"p": 0.11797749996185303,
"m": 0.5846735239028931
},
{
"p": 0.007475864142179489,
"m": 0.8127532601356506
},
{
"p": 0.0021579170133918524,
"m": 0.6434596180915833
},
{
"p": 0.07575341314077377,
"m": 0.9937660694122314
},
{
"p": 0.06810347735881805,
"m": 0.9327989220619202
},
{
"p": 0.09642469137907028,
"m": 0.6931459903717041
},
{
"p": 0.07744347304105759,
"m": 0.9698901772499084
},
{
"p": 0.08399906009435654,
"m": 0.7204325795173645
},
{
"p": 0.1395435333251953,
"m": 0.9791096448898315
},
{
"p": 0.12280062586069107,
"m": 0.5
},
{
"p": 0.0007280218414962292,
"m": 0.5
}
]
},
{
"epoch": 15,
"train_loss": 2.3584718704223633,
"val_loss": 1.2502763271331787,
"acc": 56.46,
"time": 311.881310413999,
"param": [
{
"p": 0.10843940824270248,
"m": 0.5
},
{
"p": 0.010768408887088299,
"m": 0.5
},
{
"p": 0.09264504164457321,
"m": 0.5
},
{
"p": 0.10331369191408157,
"m": 0.6500951051712036
},
{
"p": 0.050075870007276535,
"m": 0.8489195108413696
},
{
"p": 0.01391554158180952,
"m": 0.6668043732643127
},
{
"p": 0.0894344225525856,
"m": 0.9248490929603577
},
{
"p": 0.05910864099860191,
"m": 0.9457439184188843
},
{
"p": 0.07348569482564926,
"m": 0.6620084047317505
},
{
"p": 0.09610020369291306,
"m": 0.8241228461265564
},
{
"p": 0.08572996407747269,
"m": 0.7842740416526794
},
{
"p": 0.1311550736427307,
"m": 0.979732871055603
},
{
"p": 0.08355376124382019,
"m": 0.5
},
{
"p": 0.0022741639986634254,
"m": 0.5
}
]
},
{
"epoch": 16,
"train_loss": 2.9989547729492188,
"val_loss": 1.1773114204406738,
"acc": 59.56,
"time": 309.4745535860129,
"param": [
{
"p": 0.10430359095335007,
"m": 0.5
},
{
"p": 0.007536564953625202,
"m": 0.5
},
{
"p": 0.07443828135728836,
"m": 0.5
},
{
"p": 0.07684505730867386,
"m": 0.6956380605697632
},
{
"p": 0.04989410564303398,
"m": 0.8420467972755432
},
{
"p": 0.023910868912935257,
"m": 0.7240515947341919
},
{
"p": 0.09834716469049454,
"m": 0.8247697353363037
},
{
"p": 0.061677899211645126,
"m": 1.0
},
{
"p": 0.06631295382976532,
"m": 0.7525638937950134
},
{
"p": 0.11031374335289001,
"m": 0.6719790101051331
},
{
"p": 0.08922754228115082,
"m": 0.8630951642990112
},
{
"p": 0.11587243527173996,
"m": 1.0
},
{
"p": 0.12062733620405197,
"m": 0.5
},
{
"p": 0.0006925174966454506,
"m": 0.5
}
]
},
{
"epoch": 17,
"train_loss": 2.9747366905212402,
"val_loss": 1.256879210472107,
"acc": 54.86,
"time": 306.0279184539977,
"param": [
{
"p": 0.10367370396852493,
"m": 0.5
},
{
"p": 0.012162362225353718,
"m": 0.5
},
{
"p": 0.08472505956888199,
"m": 0.5
},
{
"p": 0.07571385055780411,
"m": 0.7847651839256287
},
{
"p": 0.03963383659720421,
"m": 0.8282669186592102
},
{
"p": 0.05147392302751541,
"m": 0.6740127205848694
},
{
"p": 0.08935938030481339,
"m": 0.8024881482124329
},
{
"p": 0.06980691105127335,
"m": 0.8843160271644592
},
{
"p": 0.05852799490094185,
"m": 0.8037822842597961
},
{
"p": 0.08525105565786362,
"m": 0.5019477605819702
},
{
"p": 0.08336260169744492,
"m": 0.8829905986785889
},
{
"p": 0.12481657415628433,
"m": 0.9850934743881226
},
{
"p": 0.12078594416379929,
"m": 0.5
},
{
"p": 0.0007068611448630691,
"m": 0.5
}
]
},
{
"epoch": 18,
"train_loss": 2.876112461090088,
"val_loss": 1.1101300716400146,
"acc": 61.29,
"time": 307.48751206797897,
"param": [
{
"p": 0.09737749397754669,
"m": 0.5
},
{
"p": 0.011801079846918583,
"m": 0.5
},
{
"p": 0.10930310189723969,
"m": 0.5
},
{
"p": 0.08668610453605652,
"m": 0.6963729858398438
},
{
"p": 0.030364150181412697,
"m": 0.8435326218605042
},
{
"p": 0.06624475121498108,
"m": 0.7952970266342163
},
{
"p": 0.08426084369421005,
"m": 0.89178466796875
},
{
"p": 0.07790574431419373,
"m": 0.9458133578300476
},
{
"p": 0.0674414411187172,
"m": 0.7550482749938965
},
{
"p": 0.08431079238653183,
"m": 0.5192599892616272
},
{
"p": 0.048753175884485245,
"m": 0.8409270644187927
},
{
"p": 0.12867620587348938,
"m": 1.0
},
{
"p": 0.10539180785417557,
"m": 0.5
},
{
"p": 0.001483315834775567,
"m": 0.5
}
]
},
{
"epoch": 19,
"train_loss": 2.606703996658325,
"val_loss": 1.2424981594085693,
"acc": 57.13,
"time": 314.90425626400975,
"param": [
{
"p": 0.09897655993700027,
"m": 0.5
},
{
"p": 0.0006950910319574177,
"m": 0.5
},
{
"p": 0.10842858254909515,
"m": 0.5
},
{
"p": 0.07192686945199966,
"m": 0.7546754479408264
},
{
"p": 0.009298033080995083,
"m": 0.8272914290428162
},
{
"p": 0.03328793868422508,
"m": 0.7982786893844604
},
{
"p": 0.11025841534137726,
"m": 0.984238862991333
},
{
"p": 0.07276498526334763,
"m": 0.9683666229248047
},
{
"p": 0.07530362159013748,
"m": 0.8003329038619995
},
{
"p": 0.12464994937181473,
"m": 0.6107451915740967
},
{
"p": 0.08148407191038132,
"m": 0.859252393245697
},
{
"p": 0.12169346958398819,
"m": 0.9890778660774231
},
{
"p": 0.08362240344285965,
"m": 0.5
},
{
"p": 0.007609995547682047,
"m": 0.5
}
]
},
{
"epoch": 20,
"train_loss": 2.526820182800293,
"val_loss": 1.1454087495803833,
"acc": 59.74,
"time": 305.0034559770138,
"param": [
{
"p": 0.11536521464586258,
"m": 0.5
},
{
"p": 0.010576966218650341,
"m": 0.5
},
{
"p": 0.09779366850852966,
"m": 0.5
},
{
"p": 0.06498409807682037,
"m": 0.8577035069465637
},
{
"p": 0.07348427921533585,
"m": 0.705528199672699
},
{
"p": 0.02223360538482666,
"m": 0.8325091600418091
},
{
"p": 0.08220706135034561,
"m": 0.9754064679145813
},
{
"p": 0.08465863764286041,
"m": 1.0
},
{
"p": 0.08927440643310547,
"m": 0.8511183261871338
},
{
"p": 0.09224075824022293,
"m": 0.6846097707748413
},
{
"p": 0.06551455706357956,
"m": 0.8687047362327576
},
{
"p": 0.10921964049339294,
"m": 0.9312392473220825
},
{
"p": 0.0917518138885498,
"m": 0.5
},
{
"p": 0.0006953866104595363,
"m": 0.5
}
]
},
{
"epoch": 21,
"train_loss": 2.454216957092285,
"val_loss": 1.1236181259155273,
"acc": 60.47,
"time": 315.9286247199925,
"param": [
{
"p": 0.09688423573970795,
"m": 0.5
},
{
"p": 0.004052340053021908,
"m": 0.5
},
{
"p": 0.09356668591499329,
"m": 0.5
},
{
"p": 0.05677133426070213,
"m": 0.830460786819458
},
{
"p": 0.05626958981156349,
"m": 0.6520810127258301
},
{
"p": 0.04490571841597557,
"m": 0.7746982574462891
},
{
"p": 0.09828206896781921,
"m": 0.9570803642272949
},
{
"p": 0.08447212725877762,
"m": 0.9065826535224915
},
{
"p": 0.06076013669371605,
"m": 0.8246064782142639
},
{
"p": 0.0798785462975502,
"m": 0.7800286412239075
},
{
"p": 0.07336360216140747,
"m": 0.9611771702766418
},
{
"p": 0.12172632664442062,
"m": 0.9576482772827148
},
{
"p": 0.11330532282590866,
"m": 0.5
},
{
"p": 0.01576191745698452,
"m": 0.5
}
]
},
{
"epoch": 22,
"train_loss": 2.371507406234741,
"val_loss": 1.0982052087783813,
"acc": 62.16,
"time": 319.43428002201836,
"param": [
{
"p": 0.11918686330318451,
"m": 0.5
},
{
"p": 0.0013710728380829096,
"m": 0.5
},
{
"p": 0.09953001141548157,
"m": 0.5
},
{
"p": 0.0739673301577568,
"m": 0.8823338747024536
},
{
"p": 0.06829637289047241,
"m": 0.7560659646987915
},
{
"p": 0.04504881799221039,
"m": 0.708909273147583
},
{
"p": 0.08063890039920807,
"m": 0.9906800389289856
},
{
"p": 0.08130519837141037,
"m": 0.8870396614074707
},
{
"p": 0.08276370167732239,
"m": 0.877353847026825
},
{
"p": 0.04427032172679901,
"m": 0.8198017477989197
},
{
"p": 0.06719499081373215,
"m": 0.9798592925071716
},
{
"p": 0.1158398985862732,
"m": 1.0
},
{
"p": 0.09551717340946198,
"m": 0.5
},
{
"p": 0.02506927214562893,
"m": 0.5
}
]
},
{
"epoch": 23,
"train_loss": 3.033766984939575,
"val_loss": 0.948868453502655,
"acc": 63.51,
"time": 312.0180886820017,
"param": [
{
"p": 0.09726525098085403,
"m": 0.5
},
{
"p": 0.029074663296341896,
"m": 0.5
},
{
"p": 0.08182307332754135,
"m": 0.5
},
{
"p": 0.08953381329774857,
"m": 0.9814837574958801
},
{
"p": 0.058735206723213196,
"m": 0.7779256701469421
},
{
"p": 0.052137069404125214,
"m": 0.7843959927558899
},
{
"p": 0.0862557515501976,
"m": 0.9875959753990173
},
{
"p": 0.07684168964624405,
"m": 0.921258270740509
},
{
"p": 0.08454285562038422,
"m": 0.8120054602622986
},
{
"p": 0.0611393041908741,
"m": 0.8796179890632629
},
{
"p": 0.057099439203739166,
"m": 0.9777157306671143
},
{
"p": 0.10228157043457031,
"m": 0.9688686728477478
},
{
"p": 0.10896411538124084,
"m": 0.5
},
{
"p": 0.014306275174021721,
"m": 0.5
}
]
},
{
"epoch": 24,
"train_loss": 2.687074661254883,
"val_loss": 1.037468671798706,
"acc": 64.14,
"time": 308.9416013189766,
"param": [
{
"p": 0.09821277856826782,
"m": 0.5
},
{
"p": 0.03184491768479347,
"m": 0.5
},
{
"p": 0.08628379553556442,
"m": 0.5
},
{
"p": 0.09402482956647873,
"m": 1.0
},
{
"p": 0.0654083788394928,
"m": 0.8330596089363098
},
{
"p": 0.024497326463460922,
"m": 0.789124071598053
},
{
"p": 0.0903078094124794,
"m": 0.9857370853424072
},
{
"p": 0.0758562833070755,
"m": 0.943763017654419
},
{
"p": 0.07160987704992294,
"m": 0.804630696773529
},
{
"p": 0.098648302257061,
"m": 0.9388906955718994
},
{
"p": 0.06184456869959831,
"m": 0.9968108534812927
},
{
"p": 0.10778211802244186,
"m": 0.9636244177818298
},
{
"p": 0.0929698795080185,
"m": 0.5
},
{
"p": 0.000709080311935395,
"m": 0.5
}
]
},
{
"epoch": 25,
"train_loss": 2.2936511039733887,
"val_loss": 1.0178585052490234,
"acc": 63.99,
"time": 323.4737479700125,
"param": [
{
"p": 0.0714767798781395,
"m": 0.5
},
{
"p": 0.014901813119649887,
"m": 0.5
},
{
"p": 0.09519404917955399,
"m": 0.5
},
{
"p": 0.09789354354143143,
"m": 0.9534386396408081
},
{
"p": 0.029996013268828392,
"m": 0.7788469195365906
},
{
"p": 0.04676711931824684,
"m": 0.8060420155525208
},
{
"p": 0.0845322236418724,
"m": 0.9648197293281555
},
{
"p": 0.0937531441450119,
"m": 0.8850674033164978
},
{
"p": 0.06477969884872437,
"m": 0.8811861276626587
},
{
"p": 0.08683424443006516,
"m": 0.9988845586776733
},
{
"p": 0.07727669179439545,
"m": 0.9642317891120911
},
{
"p": 0.11650192737579346,
"m": 0.9239274263381958
},
{
"p": 0.11900430917739868,
"m": 0.5
},
{
"p": 0.0010884505463764071,
"m": 0.5
}
]
},
{
"epoch": 26,
"train_loss": 2.5113306045532227,
"val_loss": 1.0562599897384644,
"acc": 64.27,
"time": 316.16112199798226,
"param": [
{
"p": 0.10446152091026306,
"m": 0.5
},
{
"p": 0.0007079335628077388,
"m": 0.5
},
{
"p": 0.09687304496765137,
"m": 0.5
},
{
"p": 0.07948783040046692,
"m": 0.9104130268096924
},
{
"p": 0.05196578800678253,
"m": 0.7756350636482239
},
{
"p": 0.04164345562458038,
"m": 0.7923246026039124
},
{
"p": 0.09023255109786987,
"m": 0.9990847706794739
},
{
"p": 0.05531977489590645,
"m": 0.9510926604270935
},
{
"p": 0.05047403275966644,
"m": 0.8982874155044556
},
{
"p": 0.08885311335325241,
"m": 0.9477183818817139
},
{
"p": 0.10398498922586441,
"m": 0.9929835796356201
},
{
"p": 0.13239146769046783,
"m": 0.9972275495529175
},
{
"p": 0.10289657860994339,
"m": 0.5
},
{
"p": 0.0007079335628077388,
"m": 0.5
}
]
},
{
"epoch": 27,
"train_loss": 2.282588243484497,
"val_loss": 1.045249581336975,
"acc": 64.27,
"time": 310.73730970700854,
"param": [
{
"p": 0.09215773642063141,
"m": 0.5
},
{
"p": 0.03066015988588333,
"m": 0.5
},
{
"p": 0.07695893943309784,
"m": 0.5
},
{
"p": 0.09021489322185516,
"m": 0.9319700598716736
},
{
"p": 0.046528756618499756,
"m": 0.7140556573867798
},
{
"p": 0.030822155997157097,
"m": 0.8147876262664795
},
{
"p": 0.10060874372720718,
"m": 0.9887535572052002
},
{
"p": 0.08828895539045334,
"m": 1.0
},
{
"p": 0.08307433128356934,
"m": 0.9147644639015198
},
{
"p": 0.056867167353630066,
"m": 0.8544216752052307
},
{
"p": 0.09083593636751175,
"m": 0.9991374611854553
},
{
"p": 0.10997316986322403,
"m": 0.9911282658576965
},
{
"p": 0.10230352729558945,
"m": 0.5
},
{
"p": 0.0007055666064843535,
"m": 0.5
}
]
},
{
"epoch": 28,
"train_loss": 2.3851637840270996,
"val_loss": 0.9751977324485779,
"acc": 64.27,
"time": 318.2798188609886,
"param": [
{
"p": 0.10015115886926651,
"m": 0.5
},
{
"p": 0.0006962589104659855,
"m": 0.5
},
{
"p": 0.08952664583921432,
"m": 0.5
},
{
"p": 0.0868191048502922,
"m": 0.9012787342071533
},
{
"p": 0.045658208429813385,
"m": 0.8482064604759216
},
{
"p": 0.04264833778142929,
"m": 0.8618482351303101
},
{
"p": 0.09371944516897202,
"m": 0.9835081696510315
},
{
"p": 0.05588432028889656,
"m": 0.9538114070892334
},
{
"p": 0.07160985469818115,
"m": 0.869986891746521
},
{
"p": 0.08939403295516968,
"m": 0.9371767640113831
},
{
"p": 0.09253287315368652,
"m": 0.9590204954147339
},
{
"p": 0.11082441359758377,
"m": 0.999021053314209
},
{
"p": 0.11689125746488571,
"m": 0.5
},
{
"p": 0.0036440379917621613,
"m": 0.5
}
]
},
{
"epoch": 29,
"train_loss": 2.4796204566955566,
"val_loss": 0.9860638976097107,
"acc": 65.08,
"time": 306.6483442049939,
"param": [
{
"p": 0.10831201821565628,
"m": 0.5
},
{
"p": 0.01323781069368124,
"m": 0.5
},
{
"p": 0.09317383170127869,
"m": 0.5
},
{
"p": 0.07463637739419937,
"m": 1.0
},
{
"p": 0.033828288316726685,
"m": 0.8752545118331909
},
{
"p": 0.014670274220407009,
"m": 0.8013320565223694
},
{
"p": 0.0992683693766594,
"m": 0.9983665943145752
},
{
"p": 0.0979192852973938,
"m": 0.8965510725975037
},
{
"p": 0.08264066278934479,
"m": 0.9025710225105286
},
{
"p": 0.062095776200294495,
"m": 0.9793102145195007
},
{
"p": 0.0798620656132698,
"m": 0.9522743821144104
},
{
"p": 0.11992766708135605,
"m": 0.9990049004554749
},
{
"p": 0.10177520662546158,
"m": 0.5
},
{
"p": 0.018652385100722313,
"m": 0.5
}
]
},
{
"epoch": 30,
"train_loss": 2.2036643028259277,
"val_loss": 0.990874171257019,
"acc": 65.35,
"time": 318.9527943209978,
"param": [
{
"p": 0.09135012328624725,
"m": 0.5
},
{
"p": 0.025615332648158073,
"m": 0.5
},
{
"p": 0.06829006969928741,
"m": 0.5
},
{
"p": 0.08615609258413315,
"m": 0.999764621257782
},
{
"p": 0.05516931787133217,
"m": 0.886125385761261
},
{
"p": 0.055440813302993774,
"m": 0.7574459314346313
},
{
"p": 0.06855916976928711,
"m": 0.9765337705612183
},
{
"p": 0.09403049945831299,
"m": 0.8342853784561157
},
{
"p": 0.07125779986381531,
"m": 0.8880159258842468
},
{
"p": 0.08362872153520584,
"m": 0.9994757175445557
},
{
"p": 0.09032239019870758,
"m": 0.9316213726997375
},
{
"p": 0.10247944295406342,
"m": 0.9997124671936035
},
{
"p": 0.10220590978860855,
"m": 0.5
},
{
"p": 0.005494368262588978,
"m": 0.5
}
]
},
{
"epoch": 31,
"train_loss": 2.0891201496124268,
"val_loss": 1.0225977897644043,
"acc": 65.59,
"time": 322.8879087140085,
"param": [
{
"p": 0.08939677476882935,
"m": 0.5
},
{
"p": 0.006760511547327042,
"m": 0.5
},
{
"p": 0.08714956790208817,
"m": 0.5
},
{
"p": 0.07116295397281647,
"m": 1.0
},
{
"p": 0.051722269505262375,
"m": 0.8451651930809021
},
{
"p": 0.054510220885276794,
"m": 0.6886911988258362
},
{
"p": 0.08321823179721832,
"m": 0.9198325276374817
},
{
"p": 0.09686416387557983,
"m": 0.7843344211578369
},
{
"p": 0.05995282530784607,
"m": 0.885106086730957
},
{
"p": 0.0903288796544075,
"m": 1.0
},
{
"p": 0.10243579000234604,
"m": 0.8560323119163513
},
{
"p": 0.11116499453783035,
"m": 0.9944627285003662
},
{
"p": 0.09462988376617432,
"m": 0.5
},
{
"p": 0.0007028915570117533,
"m": 0.5
}
]
},
{
"epoch": 32,
"train_loss": 1.9684998989105225,
"val_loss": 0.9291786551475525,
"acc": 65.15,
"time": 316.9406757169927,
"param": [
{
"p": 0.129450261592865,
"m": 0.5
},
{
"p": 0.01773110032081604,
"m": 0.5
},
{
"p": 0.07557079195976257,
"m": 0.5
},
{
"p": 0.04982674866914749,
"m": 0.9993878602981567
},
{
"p": 0.029530584812164307,
"m": 0.9628021717071533
},
{
"p": 0.0491618849337101,
"m": 0.7047655582427979
},
{
"p": 0.09256432205438614,
"m": 0.8209184408187866
},
{
"p": 0.08461891859769821,
"m": 0.9981049299240112
},
{
"p": 0.0754401832818985,
"m": 0.8990735411643982
},
{
"p": 0.08984597027301788,
"m": 0.9459565281867981
},
{
"p": 0.08524850010871887,
"m": 0.9922037124633789
},
{
"p": 0.1267295926809311,
"m": 1.0
},
{
"p": 0.09356728196144104,
"m": 0.5
},
{
"p": 0.0007140198722481728,
"m": 0.5
}
]
},
{
"epoch": 33,
"train_loss": 1.7724707126617432,
"val_loss": 0.9448547959327698,
"acc": 66.94,
"time": 310.0019663790008,
"param": [
{
"p": 0.11875061690807343,
"m": 0.5
},
{
"p": 0.012973623350262642,
"m": 0.5
},
{
"p": 0.09690125286579132,
"m": 0.5
},
{
"p": 0.07826617360115051,
"m": 0.9906063079833984
},
{
"p": 0.03741077706217766,
"m": 0.9264302849769592
},
{
"p": 0.035810451954603195,
"m": 0.7492640614509583
},
{
"p": 0.08619911223649979,
"m": 0.7525531649589539
},
{
"p": 0.08806125074625015,
"m": 0.7887192368507385
},
{
"p": 0.07154254615306854,
"m": 0.8639999628067017
},
{
"p": 0.09252143651247025,
"m": 0.9640523195266724
},
{
"p": 0.08143588155508041,
"m": 0.9424059987068176
},
{
"p": 0.10358521342277527,
"m": 0.9933965802192688
},
{
"p": 0.08655626326799393,
"m": 0.5
},
{
"p": 0.009985416196286678,
"m": 0.5
}
]
},
{
"epoch": 34,
"train_loss": 1.85007643699646,
"val_loss": 0.9071961045265198,
"acc": 65.5,
"time": 307.39566405600635,
"param": [
{
"p": 0.11833851039409637,
"m": 0.5
},
{
"p": 0.0007073975866660476,
"m": 0.5
},
{
"p": 0.06398160010576248,
"m": 0.5
},
{
"p": 0.070824034512043,
"m": 0.9377692341804504
},
{
"p": 0.030842915177345276,
"m": 0.9534630179405212
},
{
"p": 0.04890846461057663,
"m": 0.765913724899292
},
{
"p": 0.12206417322158813,
"m": 0.7571532130241394
},
{
"p": 0.10240182280540466,
"m": 0.8010192513465881
},
{
"p": 0.0753953754901886,
"m": 0.9021026492118835
},
{
"p": 0.10456686466932297,
"m": 1.0
},
{
"p": 0.041756194084882736,
"m": 0.9199674725532532
},
{
"p": 0.09960684925317764,
"m": 1.0
},
{
"p": 0.10991071909666061,
"m": 0.5
},
{
"p": 0.010695193894207478,
"m": 0.5
}
]
},
{
"epoch": 35,
"train_loss": 2.177902936935425,
"val_loss": 0.9403886198997498,
"acc": 66.88,
"time": 318.2159986710176,
"param": [
{
"p": 0.09233036637306213,
"m": 0.5
},
{
"p": 0.02907905913889408,
"m": 0.5
},
{
"p": 0.059362560510635376,
"m": 0.5
},
{
"p": 0.08218037337064743,
"m": 0.8199548721313477
},
{
"p": 0.05392729863524437,
"m": 0.8546214699745178
},
{
"p": 0.027484698221087456,
"m": 0.7122933864593506
},
{
"p": 0.08269902318716049,
"m": 0.8672348260879517
},
{
"p": 0.08304307609796524,
"m": 0.7256423830986023
},
{
"p": 0.09095729142427444,
"m": 0.920353889465332
},
{
"p": 0.08433499187231064,
"m": 0.8969535827636719
},
{
"p": 0.08372610807418823,
"m": 0.8224084973335266
},
{
"p": 0.096006840467453,
"m": 0.9924136996269226
},
{
"p": 0.12196408957242966,
"m": 0.5
},
{
"p": 0.012904288247227669,
"m": 0.5
}
]
},
{
"epoch": 36,
"train_loss": 1.8044711351394653,
"val_loss": 1.0249428749084473,
"acc": 66.95,
"time": 308.7924928609864,
"param": [
{
"p": 0.10804983973503113,
"m": 0.5
},
{
"p": 0.0031827043276280165,
"m": 0.5
},
{
"p": 0.09341797977685928,
"m": 0.5
},
{
"p": 0.07676782459020615,
"m": 0.8212370872497559
},
{
"p": 0.0426512137055397,
"m": 0.8676223754882812
},
{
"p": 0.03898787498474121,
"m": 0.5404934883117676
},
{
"p": 0.10519446432590485,
"m": 0.8495417833328247
},
{
"p": 0.08599032461643219,
"m": 0.8139876127243042
},
{
"p": 0.0793934315443039,
"m": 0.9290013909339905
},
{
"p": 0.1032252311706543,
"m": 0.9077000617980957
},
{
"p": 0.0825149193406105,
"m": 0.8889108896255493
},
{
"p": 0.0832420364022255,
"m": 1.0
},
{
"p": 0.09668174386024475,
"m": 0.5
},
{
"p": 0.0007004209910519421,
"m": 0.5
}
]
},
{
"epoch": 37,
"train_loss": 1.794338345527649,
"val_loss": 0.8980134129524231,
"acc": 66.99,
"time": 312.71428022600594,
"param": [
{
"p": 0.10258360952138901,
"m": 0.5
},
{
"p": 0.01414061151444912,
"m": 0.5
},
{
"p": 0.10484959930181503,
"m": 0.5
},
{
"p": 0.0598490871489048,
"m": 0.8876058459281921
},
{
"p": 0.0495806485414505,
"m": 0.8289577960968018
},
{
"p": 0.04892086610198021,
"m": 0.4755167067050934
},
{
"p": 0.10773885250091553,
"m": 0.8722606301307678
},
{
"p": 0.05889490619301796,
"m": 0.7953358292579651
},
{
"p": 0.08625608682632446,
"m": 0.8571565747261047
},
{
"p": 0.08849091082811356,
"m": 0.9798353910446167
},
{
"p": 0.07139820605516434,
"m": 0.9359278678894043
},
{
"p": 0.1093798577785492,
"m": 1.0
},
{
"p": 0.08576071262359619,
"m": 0.5
},
{
"p": 0.012155978940427303,
"m": 0.5
}
]
},
{
"epoch": 38,
"train_loss": 2.160536289215088,
"val_loss": 0.9221097826957703,
"acc": 67.35,
"time": 319.3475542900269,
"param": [
{
"p": 0.11089116334915161,
"m": 0.5
},
{
"p": 0.013571564108133316,
"m": 0.5
},
{
"p": 0.1050548404455185,
"m": 0.5
},
{
"p": 0.05622546374797821,
"m": 0.9403582811355591
},
{
"p": 0.0648643746972084,
"m": 0.7906630039215088
},
{
"p": 0.006601601839065552,
"m": 0.528609037399292
},
{
"p": 0.10261685401201248,
"m": 0.8791079521179199
},
{
"p": 0.058644410222768784,
"m": 0.745201587677002
},
{
"p": 0.08536750823259354,
"m": 0.9804477691650391
},
{
"p": 0.09100760519504547,
"m": 0.9243463277816772
},
{
"p": 0.08598314225673676,
"m": 0.9416094422340393
},
{
"p": 0.11116112768650055,
"m": 0.9953729510307312
},
{
"p": 0.09644683450460434,
"m": 0.5
},
{
"p": 0.011563542298972607,
"m": 0.5
}
]
},
{
"epoch": 39,
"train_loss": 2.092240333557129,
"val_loss": 0.9205241203308105,
"acc": 67.75,
"time": 308.6175841669901,
"param": [
{
"p": 0.12533554434776306,
"m": 0.5
},
{
"p": 0.000939444696996361,
"m": 0.5
},
{
"p": 0.0688866451382637,
"m": 0.5
},
{
"p": 0.08487377315759659,
"m": 0.795025110244751
},
{
"p": 0.058017417788505554,
"m": 0.7647146582603455
},
{
"p": 0.04872575029730797,
"m": 0.5336910486221313
},
{
"p": 0.10053704679012299,
"m": 0.9365893602371216
},
{
"p": 0.07138454914093018,
"m": 0.6883814334869385
},
{
"p": 0.0805005356669426,
"m": 0.9973958134651184
},
{
"p": 0.10843852162361145,
"m": 0.8710293769836426
},
{
"p": 0.05780594423413277,
"m": 0.9390313029289246
},
{
"p": 0.09148942679166794,
"m": 1.0
},
{
"p": 0.09804853051900864,
"m": 0.5
},
{
"p": 0.005016843788325787,
"m": 0.5
}
]
},
{
"epoch": 40,
"train_loss": 2.167635917663574,
"val_loss": 0.8718293309211731,
"acc": 65.58,
"time": 307.63792214301066,
"param": [
{
"p": 0.10376615077257156,
"m": 0.5
},
{
"p": 0.040995415300130844,
"m": 0.5
},
{
"p": 0.09312594681978226,
"m": 0.5
},
{
"p": 0.08626990765333176,
"m": 0.8957812190055847
},
{
"p": 0.023751523345708847,
"m": 0.7125328183174133
},
{
"p": 0.03095540963113308,
"m": 0.46354392170906067
},
{
"p": 0.09106232225894928,
"m": 0.9903891682624817
},
{
"p": 0.08981255441904068,
"m": 0.7596681714057922
},
{
"p": 0.05980073660612106,
"m": 0.885595977306366
},
{
"p": 0.07358025759458542,
"m": 0.8257704377174377
},
{
"p": 0.0872088149189949,
"m": 0.9781538248062134
},
{
"p": 0.09741182625293732,
"m": 0.9874404668807983
},
{
"p": 0.08697343617677689,
"m": 0.5
},
{
"p": 0.035285718739032745,
"m": 0.5
}
]
},
{
"epoch": 41,
"train_loss": 2.403923988342285,
"val_loss": 0.9348574876785278,
"acc": 68.21,
"time": 317.0783724290086,
"param": [
{
"p": 0.0689656063914299,
"m": 0.5
},
{
"p": 0.055896732956171036,
"m": 0.5
},
{
"p": 0.08411818742752075,
"m": 0.5
},
{
"p": 0.10473626106977463,
"m": 0.9004208445549011
},
{
"p": 0.03687538206577301,
"m": 0.7539935111999512
},
{
"p": 0.04804074391722679,
"m": 0.5766215324401855
},
{
"p": 0.10049501061439514,
"m": 0.9574614763259888
},
{
"p": 0.07705245167016983,
"m": 0.8016633987426758
},
{
"p": 0.066472128033638,
"m": 0.9422175288200378
},
{
"p": 0.07649777084589005,
"m": 0.810674786567688
},
{
"p": 0.07875722646713257,
"m": 1.0
},
{
"p": 0.10508117824792862,
"m": 0.9801560640335083
},
{
"p": 0.065677210688591,
"m": 0.5
},
{
"p": 0.03133407607674599,
"m": 0.5
}
]
},
{
"epoch": 42,
"train_loss": 2.1731152534484863,
"val_loss": 0.8837124705314636,
"acc": 68.06,
"time": 324.2719325989892,
"param": [
{
"p": 0.0894181877374649,
"m": 0.5
},
{
"p": 0.02712905779480934,
"m": 0.5
},
{
"p": 0.09277646988630295,
"m": 0.5
},
{
"p": 0.06252357363700867,
"m": 0.9436510801315308
},
{
"p": 0.030724795535206795,
"m": 0.8546847105026245
},
{
"p": 0.06623007357120514,
"m": 0.5665132403373718
},
{
"p": 0.08222769945859909,
"m": 0.9792344570159912
},
{
"p": 0.07937917113304138,
"m": 0.8548697233200073
},
{
"p": 0.08613413572311401,
"m": 0.9890274405479431
},
{
"p": 0.07689347863197327,
"m": 0.8173763155937195
},
{
"p": 0.06852785497903824,
"m": 0.9841962456703186
},
{
"p": 0.10137588530778885,
"m": 1.0
},
{
"p": 0.11203239858150482,
"m": 0.5
},
{
"p": 0.024627145379781723,
"m": 0.5
}
]
},
{
"epoch": 43,
"train_loss": 1.8012566566467285,
"val_loss": 0.7887764573097229,
"acc": 66.79,
"time": 310.60284346999833,
"param": [
{
"p": 0.0705292746424675,
"m": 0.5
},
{
"p": 0.018455544486641884,
"m": 0.5
},
{
"p": 0.10170426219701767,
"m": 0.5
},
{
"p": 0.10457377880811691,
"m": 0.9438712000846863
},
{
"p": 0.03615217283368111,
"m": 0.8387842178344727
},
{
"p": 0.004027742892503738,
"m": 0.5316900014877319
},
{
"p": 0.061860937625169754,
"m": 0.9542436003684998
},
{
"p": 0.08574248105287552,
"m": 0.8516015410423279
},
{
"p": 0.07529956847429276,
"m": 0.9377841949462891
},
{
"p": 0.10428410768508911,
"m": 0.8741666078567505
},
{
"p": 0.12146363407373428,
"m": 0.9966992139816284
},
{
"p": 0.10647319257259369,
"m": 1.0
},
{
"p": 0.0882258489727974,
"m": 0.5
},
{
"p": 0.02120748534798622,
"m": 0.5
}
]
},
{
"epoch": 44,
"train_loss": 1.9146580696105957,
"val_loss": 0.930952787399292,
"acc": 66.58,
"time": 314.03574402601225,
"param": [
{
"p": 0.10151718556880951,
"m": 0.5
},
{
"p": 0.021705232560634613,
"m": 0.5
},
{
"p": 0.07714304327964783,
"m": 0.5
},
{
"p": 0.09211214631795883,
"m": 1.0
},
{
"p": 0.061333153396844864,
"m": 0.8679636120796204
},
{
"p": 0.04432936757802963,
"m": 0.4349495768547058
},
{
"p": 0.07627590745687485,
"m": 0.9046353101730347
},
{
"p": 0.0799381360411644,
"m": 0.9759246706962585
},
{
"p": 0.06734392791986465,
"m": 1.0
},
{
"p": 0.0577215738594532,
"m": 0.9639621376991272
},
{
"p": 0.09864320605993271,
"m": 0.9975872039794922
},
{
"p": 0.11785079538822174,
"m": 1.0
},
{
"p": 0.08962726593017578,
"m": 0.5
},
{
"p": 0.014459204860031605,
"m": 0.5
}
]
},
{
"epoch": 45,
"train_loss": 1.862653136253357,
"val_loss": 0.889813244342804,
"acc": 68.21,
"time": 314.6912230910093,
"param": [
{
"p": 0.09656541049480438,
"m": 0.5
},
{
"p": 0.02005387842655182,
"m": 0.5
},
{
"p": 0.09000606834888458,
"m": 0.5
},
{
"p": 0.07414694130420685,
"m": 0.9041796922683716
},
{
"p": 0.05231517553329468,
"m": 0.73238205909729
},
{
"p": 0.0680960863828659,
"m": 0.5950118899345398
},
{
"p": 0.06953577697277069,
"m": 0.9038569331169128
},
{
"p": 0.09128221124410629,
"m": 1.0
},
{
"p": 0.07646649330854416,
"m": 0.9821120500564575
},
{
"p": 0.07222115248441696,
"m": 0.9983454346656799
},
{
"p": 0.06607403606176376,
"m": 1.0
},
{
"p": 0.09812067449092865,
"m": 1.0
},
{
"p": 0.11304429918527603,
"m": 0.5
},
{
"p": 0.012071695178747177,
"m": 0.5
}
]
},
{
"epoch": 46,
"train_loss": 2.0448832511901855,
"val_loss": 0.883377194404602,
"acc": 69.08,
"time": 318.74197060399456,
"param": [
{
"p": 0.09170331805944443,
"m": 0.5
},
{
"p": 0.0505291223526001,
"m": 0.5
},
{
"p": 0.0996362715959549,
"m": 0.5
},
{
"p": 0.08764609694480896,
"m": 1.0
},
{
"p": 0.03137761354446411,
"m": 0.7806979417800903
},
{
"p": 0.02900707721710205,
"m": 0.590634822845459
},
{
"p": 0.06627079844474792,
"m": 0.9418019652366638
},
{
"p": 0.08037357032299042,
"m": 1.0
},
{
"p": 0.07489772140979767,
"m": 0.9609412550926208
},
{
"p": 0.09243685007095337,
"m": 1.0
},
{
"p": 0.0890011116862297,
"m": 0.9994223713874817
},
{
"p": 0.08530327677726746,
"m": 0.9935482740402222
},
{
"p": 0.10548809170722961,
"m": 0.5
},
{
"p": 0.016329046338796616,
"m": 0.5
}
]
},
{
"epoch": 47,
"train_loss": 2.1004743576049805,
"val_loss": 0.967787504196167,
"acc": 68.84,
"time": 317.9856518940069,
"param": [
{
"p": 0.0941426232457161,
"m": 0.5
},
{
"p": 0.03199252858757973,
"m": 0.5
},
{
"p": 0.07264652848243713,
"m": 0.5
},
{
"p": 0.07108261436223984,
"m": 1.0
},
{
"p": 0.06959593296051025,
"m": 0.8017658591270447
},
{
"p": 0.06180518865585327,
"m": 0.7160402536392212
},
{
"p": 0.0809505432844162,
"m": 0.9288418292999268
},
{
"p": 0.06102083623409271,
"m": 0.9824639558792114
},
{
"p": 0.0790783241391182,
"m": 0.9268897771835327
},
{
"p": 0.07187443226575851,
"m": 0.9755225777626038
},
{
"p": 0.0659276619553566,
"m": 0.9925534725189209
},
{
"p": 0.0874750167131424,
"m": 0.9954764246940613
},
{
"p": 0.12427498400211334,
"m": 0.5
},
{
"p": 0.028132813051342964,
"m": 0.5
}
]
},
{
"epoch": 48,
"train_loss": 1.7314796447753906,
"val_loss": 0.8188037872314453,
"acc": 69.47,
"time": 313.48092798597645,
"param": [
{
"p": 0.10410843044519424,
"m": 0.5
},
{
"p": 0.010043279267847538,
"m": 0.5
},
{
"p": 0.10421618074178696,
"m": 0.5
},
{
"p": 0.08850747346878052,
"m": 0.9811486005783081
},
{
"p": 0.06022632122039795,
"m": 0.7537833452224731
},
{
"p": 0.0010733670787885785,
"m": 0.8154369592666626
},
{
"p": 0.06452728807926178,
"m": 0.9996184706687927
},
{
"p": 0.08552317321300507,
"m": 0.9268314242362976
},
{
"p": 0.06461010128259659,
"m": 0.9063488841056824
},
{
"p": 0.11927638202905655,
"m": 0.9469460248947144
},
{
"p": 0.08011828362941742,
"m": 0.9695154428482056
},
{
"p": 0.10447332262992859,
"m": 0.9971742630004883
},
{
"p": 0.09829504042863846,
"m": 0.5
},
{
"p": 0.015001431107521057,
"m": 0.5
}
]
},
{
"epoch": 49,
"train_loss": 1.9014980792999268,
"val_loss": 0.818598210811615,
"acc": 67.87,
"time": 307.92231160300435,
"param": [
{
"p": 0.1059805154800415,
"m": 0.5
},
{
"p": 0.027282334864139557,
"m": 0.5
},
{
"p": 0.08491824567317963,
"m": 0.5
},
{
"p": 0.060600005090236664,
"m": 0.9283789396286011
},
{
"p": 0.04686224088072777,
"m": 0.5943746566772461
},
{
"p": 0.026665963232517242,
"m": 0.8393630981445312
},
{
"p": 0.08926965296268463,
"m": 0.9833087921142578
},
{
"p": 0.06229083985090256,
"m": 0.9378846883773804
},
{
"p": 0.08020154386758804,
"m": 0.9679230451583862
},
{
"p": 0.10185536742210388,
"m": 0.954098105430603
},
{
"p": 0.07917934656143188,
"m": 0.9990870356559753
},
{
"p": 0.0883108377456665,
"m": 1.0
},
{
"p": 0.10249802470207214,
"m": 0.5
},
{
"p": 0.044085148721933365,
"m": 0.5
}
]
},
{
"epoch": 50,
"train_loss": 2.161566734313965,
"val_loss": 0.8295735716819763,
"acc": 68.54,
"time": 314.35381848399993,
"param": [
{
"p": 0.08335156738758087,
"m": 0.5
},
{
"p": 0.03680597245693207,
"m": 0.5
},
{
"p": 0.09087909758090973,
"m": 0.5
},
{
"p": 0.07393945753574371,
"m": 1.0
},
{
"p": 0.057120975106954575,
"m": 0.4532735347747803
},
{
"p": 0.03290940821170807,
"m": 0.8222073316574097
},
{
"p": 0.09743448346853256,
"m": 1.0
},
{
"p": 0.07753174751996994,
"m": 1.0
},
{
"p": 0.07101717591285706,
"m": 0.8755976557731628
},
{
"p": 0.08174776285886765,
"m": 0.9635903835296631
},
{
"p": 0.07858429104089737,
"m": 0.9338951110839844
},
{
"p": 0.07263588905334473,
"m": 1.0
},
{
"p": 0.10865633189678192,
"m": 0.5
},
{
"p": 0.03738582134246826,
"m": 0.5
}
]
},
{
"epoch": 51,
"train_loss": 1.5819326639175415,
"val_loss": 0.9179138541221619,
"acc": 68.62,
"time": 319.9983076269855,
"param": [
{
"p": 0.10583265870809555,
"m": 0.5
},
{
"p": 0.016157042235136032,
"m": 0.5
},
{
"p": 0.0822262391448021,
"m": 0.5
},
{
"p": 0.07915157079696655,
"m": 0.9956268072128296
},
{
"p": 0.06611116230487823,
"m": 0.5883007049560547
},
{
"p": 0.03900677338242531,
"m": 0.870163083076477
},
{
"p": 0.08135195076465607,
"m": 0.8773145079612732
},
{
"p": 0.09655673056840897,
"m": 1.0
},
{
"p": 0.07937527447938919,
"m": 0.8418633341789246
},
{
"p": 0.06306317448616028,
"m": 0.9539597630500793
},
{
"p": 0.07415492087602615,
"m": 0.8632000684738159
},
{
"p": 0.082461878657341,
"m": 1.0
},
{
"p": 0.08920040726661682,
"m": 0.5
},
{
"p": 0.04535015672445297,
"m": 0.5
}
]
},
{
"epoch": 52,
"train_loss": 2.0031700134277344,
"val_loss": 0.8032225370407104,
"acc": 69.01,
"time": 302.9029631220037,
"param": [
{
"p": 0.11205793917179108,
"m": 0.5
},
{
"p": 0.030131971463561058,
"m": 0.5
},
{
"p": 0.08710823208093643,
"m": 0.5
},
{
"p": 0.06474451720714569,
"m": 1.0
},
{
"p": 0.04849876090884209,
"m": 0.6054639220237732
},
{
"p": 0.022552786394953728,
"m": 0.7363337278366089
},
{
"p": 0.06127067282795906,
"m": 0.8951234221458435
},
{
"p": 0.1029505580663681,
"m": 0.959973931312561
},
{
"p": 0.07582339644432068,
"m": 0.7809443473815918
},
{
"p": 0.0827125534415245,
"m": 0.9083843231201172
},
{
"p": 0.09109016507863998,
"m": 0.8733452558517456
},
{
"p": 0.0933992862701416,
"m": 1.0
},
{
"p": 0.11040517687797546,
"m": 0.5
},
{
"p": 0.017254050821065903,
"m": 0.5
}
]
},
{
"epoch": 53,
"train_loss": 2.0042359828948975,
"val_loss": 0.8788015246391296,
"acc": 69.1,
"time": 299.2415484350058,
"param": [
{
"p": 0.08566894382238388,
"m": 0.5
},
{
"p": 0.006038130726665258,
"m": 0.5
},
{
"p": 0.07497747242450714,
"m": 0.5
},
{
"p": 0.10719971358776093,
"m": 0.9342667460441589
},
{
"p": 0.058093443512916565,
"m": 0.5565963387489319
},
{
"p": 0.03608216345310211,
"m": 0.7188647389411926
},
{
"p": 0.09149289131164551,
"m": 1.0
},
{
"p": 0.10217152535915375,
"m": 1.0
},
{
"p": 0.07794474065303802,
"m": 0.9355319738388062
},
{
"p": 0.10721984505653381,
"m": 0.9861229658126831
},
{
"p": 0.08388075232505798,
"m": 0.9019590616226196
},
{
"p": 0.06469452381134033,
"m": 0.9832316040992737
},
{
"p": 0.0871972143650055,
"m": 0.5
},
{
"p": 0.01733870804309845,
"m": 0.5
}
]
},
{
"epoch": 54,
"train_loss": 1.9192136526107788,
"val_loss": 0.9085870981216431,
"acc": 69.55,
"time": 313.78219120798167,
"param": [
{
"p": 0.07984867691993713,
"m": 0.5
},
{
"p": 0.0007094274624250829,
"m": 0.5
},
{
"p": 0.09117874503135681,
"m": 0.5
},
{
"p": 0.08707679808139801,
"m": 0.8634644746780396
},
{
"p": 0.04965835064649582,
"m": 0.745003879070282
},
{
"p": 0.06628666818141937,
"m": 0.6156364679336548
},
{
"p": 0.0789768174290657,
"m": 0.991460382938385
},
{
"p": 0.05962589755654335,
"m": 0.9839168787002563
},
{
"p": 0.08407007157802582,
"m": 1.0
},
{
"p": 0.08110356330871582,
"m": 0.9950175285339355
},
{
"p": 0.10083980113267899,
"m": 0.9138360619544983
},
{
"p": 0.09512574970722198,
"m": 1.0
},
{
"p": 0.09943657368421555,
"m": 0.5
},
{
"p": 0.026062896475195885,
"m": 0.5
}
]
},
{
"epoch": 55,
"train_loss": 1.9098856449127197,
"val_loss": 0.857340931892395,
"acc": 69.52,
"time": 315.5260737319768,
"param": [
{
"p": 0.09063002467155457,
"m": 0.5
},
{
"p": 0.04027025029063225,
"m": 0.5
},
{
"p": 0.07090051472187042,
"m": 0.5
},
{
"p": 0.06980612874031067,
"m": 0.8166411519050598
},
{
"p": 0.06664600223302841,
"m": 0.7240536212921143
},
{
"p": 0.06252787262201309,
"m": 0.724202573299408
},
{
"p": 0.08901531249284744,
"m": 1.0
},
{
"p": 0.0830320492386818,
"m": 0.9740749001502991
},
{
"p": 0.0688667818903923,
"m": 0.981469988822937
},
{
"p": 0.08865480870008469,
"m": 0.9778697490692139
},
{
"p": 0.07659192383289337,
"m": 0.8817935585975647
},
{
"p": 0.09929300844669342,
"m": 1.0
},
{
"p": 0.08091572672128677,
"m": 0.5
},
{
"p": 0.012849576771259308,
"m": 0.5
}
]
},
{
"epoch": 56,
"train_loss": 1.8442835807800293,
"val_loss": 0.8772462606430054,
"acc": 70.39,
"time": 327.8336131319811,
"param": [
{
"p": 0.0798315703868866,
"m": 0.5
},
{
"p": 0.04920322075486183,
"m": 0.5
},
{
"p": 0.06786870211362839,
"m": 0.5
},
{
"p": 0.06908242404460907,
"m": 0.8371332883834839
},
{
"p": 0.025099987164139748,
"m": 0.49229422211647034
},
{
"p": 0.03536234050989151,
"m": 0.8407312035560608
},
{
"p": 0.10947135835886002,
"m": 0.9987581968307495
},
{
"p": 0.07757346332073212,
"m": 1.0
},
{
"p": 0.08969102799892426,
"m": 0.8621425628662109
},
{
"p": 0.06962314993143082,
"m": 0.999137818813324
},
{
"p": 0.09116700291633606,
"m": 0.9276924133300781
},
{
"p": 0.09653092920780182,
"m": 0.9919074177742004
},
{
"p": 0.0915784239768982,
"m": 0.5
},
{
"p": 0.047916438430547714,
"m": 0.5
}
]
},
{
"epoch": 57,
"train_loss": 1.9668335914611816,
"val_loss": 0.812973141670227,
"acc": 69.81,
"time": 308.26149264498963,
"param": [
{
"p": 0.09166495501995087,
"m": 0.5
},
{
"p": 0.013852621428668499,
"m": 0.5
},
{
"p": 0.09973108023405075,
"m": 0.5
},
{
"p": 0.05982550233602524,
"m": 0.9317019581794739
},
{
"p": 0.052348680794239044,
"m": 0.508241593837738
},
{
"p": 0.05672714486718178,
"m": 0.8501368761062622
},
{
"p": 0.08367500454187393,
"m": 0.9838481545448303
},
{
"p": 0.04614492505788803,
"m": 1.0
},
{
"p": 0.11673508584499359,
"m": 0.8836144208908081
},
{
"p": 0.05595488101243973,
"m": 0.981908917427063
},
{
"p": 0.06992457062005997,
"m": 0.9237107634544373
},
{
"p": 0.09255822002887726,
"m": 1.0
},
{
"p": 0.12298678606748581,
"m": 0.5
},
{
"p": 0.037870507687330246,
"m": 0.5
}
]
},
{
"epoch": 58,
"train_loss": 1.835108757019043,
"val_loss": 0.8782144784927368,
"acc": 69.31,
"time": 302.21657829300966,
"param": [
{
"p": 0.09417755156755447,
"m": 0.5
},
{
"p": 0.0018199784681200981,
"m": 0.5
},
{
"p": 0.08358550816774368,
"m": 0.5
},
{
"p": 0.09164179861545563,
"m": 0.9009551405906677
},
{
"p": 0.034250855445861816,
"m": 0.5301337242126465
},
{
"p": 0.03448805212974548,
"m": 0.9136028289794922
},
{
"p": 0.08690045028924942,
"m": 0.9706590175628662
},
{
"p": 0.05437508970499039,
"m": 0.9726312160491943
},
{
"p": 0.10703638195991516,
"m": 0.7441849708557129
},
{
"p": 0.07406824082136154,
"m": 0.9629726409912109
},
{
"p": 0.07766565680503845,
"m": 0.926507294178009
},
{
"p": 0.1256324052810669,
"m": 1.0
},
{
"p": 0.1151018738746643,
"m": 0.5
},
{
"p": 0.019256141036748886,
"m": 0.5
}
]
},
{
"epoch": 59,
"train_loss": 1.8073798418045044,
"val_loss": 0.8776399493217468,
"acc": 70.06,
"time": 309.9131168339809,
"param": [
{
"p": 0.09608910232782364,
"m": 0.5
},
{
"p": 0.046364717185497284,
"m": 0.5
},
{
"p": 0.11279086023569107,
"m": 0.5
},
{
"p": 0.07303626835346222,
"m": 0.8850962519645691
},
{
"p": 0.05520707741379738,
"m": 0.4358690083026886
},
{
"p": 0.01142683532088995,
"m": 0.8857743144035339
},
{
"p": 0.08104656636714935,
"m": 1.0
},
{
"p": 0.08992048352956772,
"m": 1.0
},
{
"p": 0.07808804512023926,
"m": 0.8648132085800171
},
{
"p": 0.09356635063886642,
"m": 0.9712826013565063
},
{
"p": 0.081045001745224,
"m": 0.9336032271385193
},
{
"p": 0.07450707256793976,
"m": 0.9830629229545593
},
{
"p": 0.0875978171825409,
"m": 0.5
},
{
"p": 0.019313795492053032,
"m": 0.5
}
]
},
{
"epoch": 60,
"train_loss": 1.7084665298461914,
"val_loss": 0.9342234134674072,
"acc": 70.02,
"time": 314.3250527380151,
"param": [
{
"p": 0.07769645750522614,
"m": 0.5
},
{
"p": 0.03968702629208565,
"m": 0.5
},
{
"p": 0.06123199313879013,
"m": 0.5
},
{
"p": 0.08859532326459885,
"m": 0.888619065284729
},
{
"p": 0.0561184361577034,
"m": 0.5270360112190247
},
{
"p": 0.0406554639339447,
"m": 0.9289854764938354
},
{
"p": 0.06521786749362946,
"m": 0.9994697570800781
},
{
"p": 0.10552380979061127,
"m": 1.0
},
{
"p": 0.097612664103508,
"m": 0.993556559085846
},
{
"p": 0.0881771668791771,
"m": 0.9771458506584167
},
{
"p": 0.0782577395439148,
"m": 0.8865029215812683
},
{
"p": 0.08783891052007675,
"m": 1.0
},
{
"p": 0.09661675989627838,
"m": 0.5
},
{
"p": 0.016770418733358383,
"m": 0.5
}
]
},
{
"epoch": 61,
"train_loss": 1.2103803157806396,
"val_loss": 0.8080824017524719,
"acc": 70.56,
"time": 317.4060619949887,
"param": [
{
"p": 0.0715751200914383,
"m": 0.5
},
{
"p": 0.0006933582480996847,
"m": 0.5
},
{
"p": 0.09618205577135086,
"m": 0.5
},
{
"p": 0.06441152840852737,
"m": 0.8250585794448853
},
{
"p": 0.076701320707798,
"m": 0.46042585372924805
},
{
"p": 0.059695690870285034,
"m": 0.888988196849823
},
{
"p": 0.08234509080648422,
"m": 0.9649282097816467
},
{
"p": 0.079718679189682,
"m": 0.9552462100982666
},
{
"p": 0.059479426592588425,
"m": 0.9644919037818909
},
{
"p": 0.1074199378490448,
"m": 1.0
},
{
"p": 0.07201745361089706,
"m": 0.8274962306022644
},
{
"p": 0.1107364222407341,
"m": 1.0
},
{
"p": 0.11833041161298752,
"m": 0.5
},
{
"p": 0.0006933582480996847,
"m": 0.5
}
]
},
{
"epoch": 62,
"train_loss": 1.5685566663742065,
"val_loss": 0.843395471572876,
"acc": 68.24,
"time": 308.5932569379802,
"param": [
{
"p": 0.08689932525157928,
"m": 0.5
},
{
"p": 0.039261266589164734,
"m": 0.5
},
{
"p": 0.0903812050819397,
"m": 0.5
},
{
"p": 0.07944872230291367,
"m": 0.8826654553413391
},
{
"p": 0.05684439837932587,
"m": 0.24430401623249054
},
{
"p": 0.004145118407905102,
"m": 0.9449253678321838
},
{
"p": 0.0809478685259819,
"m": 0.920924723148346
},
{
"p": 0.07595422863960266,
"m": 0.9838780164718628
},
{
"p": 0.09190376847982407,
"m": 0.9970561861991882
},
{
"p": 0.08765460550785065,
"m": 1.0
},
{
"p": 0.06892688572406769,
"m": 0.9171561002731323
},
{
"p": 0.10016610473394394,
"m": 0.9783477783203125
},
{
"p": 0.09642145037651062,
"m": 0.5
},
{
"p": 0.04104502499103546,
"m": 0.5
}
]
},
{
"epoch": 63,
"train_loss": 2.1403632164001465,
"val_loss": 0.9063552618026733,
"acc": 69.38,
"time": 321.4998807749944,
"param": [
{
"p": 0.07332667708396912,
"m": 0.5
},
{
"p": 0.015184985473752022,
"m": 0.5
},
{
"p": 0.07141317427158356,
"m": 0.5
},
{
"p": 0.08021640032529831,
"m": 0.9551816582679749
},
{
"p": 0.04570770263671875,
"m": 0.3675498366355896
},
{
"p": 0.04453114792704582,
"m": 0.9843137860298157
},
{
"p": 0.05173143371939659,
"m": 0.9865215420722961
},
{
"p": 0.07439064979553223,
"m": 0.9763897657394409
},
{
"p": 0.08858082443475723,
"m": 0.9559922814369202
},
{
"p": 0.09849902987480164,
"m": 1.0
},
{
"p": 0.11123950034379959,
"m": 0.9743898510932922
},
{
"p": 0.100596584379673,
"m": 1.0
},
{
"p": 0.11006190627813339,
"m": 0.5
},
{
"p": 0.034519877284765244,
"m": 0.5
}
]
},
{
"epoch": 64,
"train_loss": 1.8989571332931519,
"val_loss": 0.8531690835952759,
"acc": 69.02,
"time": 311.94892709399574,
"param": [
{
"p": 0.05810484290122986,
"m": 0.5
},
{
"p": 0.025704707950353622,
"m": 0.5
},
{
"p": 0.08445417135953903,
"m": 0.5
},
{
"p": 0.09187531471252441,
"m": 0.9641631245613098
},
{
"p": 0.06898315250873566,
"m": 0.42865610122680664
},
{
"p": 0.07316447794437408,
"m": 0.8966258764266968
},
{
"p": 0.07692786306142807,
"m": 0.9230173826217651
},
{
"p": 0.07629548758268356,
"m": 0.9865018129348755
},
{
"p": 0.0667433962225914,
"m": 0.9259354472160339
},
{
"p": 0.07115677744150162,
"m": 0.9950929880142212
},
{
"p": 0.06871572136878967,
"m": 0.9471693634986877
},
{
"p": 0.10510771721601486,
"m": 1.0
},
{
"p": 0.0848076343536377,
"m": 0.5
},
{
"p": 0.047958750277757645,
"m": 0.5
}
]
},
{
"epoch": 65,
"train_loss": 2.0132079124450684,
"val_loss": 0.8644440174102783,
"acc": 70.41,
"time": 311.6277473719965,
"param": [
{
"p": 0.09768425673246384,
"m": 0.5
},
{
"p": 0.02563812956213951,
"m": 0.5
},
{
"p": 0.09010976552963257,
"m": 0.5
},
{
"p": 0.08483398705720901,
"m": 0.8766060471534729
},
{
"p": 0.07370511442422867,
"m": 0.3565877377986908
},
{
"p": 0.02914596162736416,
"m": 0.9907500147819519
},
{
"p": 0.07887212187051773,
"m": 0.8791344165802002
},
{
"p": 0.08839985728263855,
"m": 0.9440706968307495
},
{
"p": 0.08085272461175919,
"m": 0.8257861733436584
},
{
"p": 0.06362693756818771,
"m": 1.0
},
{
"p": 0.08109668642282486,
"m": 0.8970751762390137
},
{
"p": 0.10071486979722977,
"m": 1.0
},
{
"p": 0.08821354061365128,
"m": 0.5
},
{
"p": 0.017105964943766594,
"m": 0.5
}
]
},
{
"epoch": 66,
"train_loss": 1.5963501930236816,
"val_loss": 0.8424412608146667,
"acc": 69.11,
"time": 310.13646611000877,
"param": [
{
"p": 0.09626220166683197,
"m": 0.5
},
{
"p": 0.03672558441758156,
"m": 0.5
},
{
"p": 0.09141561388969421,
"m": 0.5
},
{
"p": 0.07395866513252258,
"m": 0.9592316150665283
},
{
"p": 0.06735286116600037,
"m": 0.47770050168037415
},
{
"p": 0.0022371881641447544,
"m": 0.9280222058296204
},
{
"p": 0.08480587601661682,
"m": 0.9334405660629272
},
{
"p": 0.08899983763694763,
"m": 0.9991230368614197
},
{
"p": 0.06900622695684433,
"m": 0.9718009829521179
},
{
"p": 0.07201146334409714,
"m": 1.0
},
{
"p": 0.07854020595550537,
"m": 0.9778733849525452
},
{
"p": 0.09419411420822144,
"m": 1.0
},
{
"p": 0.11546314507722855,
"m": 0.5
},
{
"p": 0.029027162119746208,
"m": 0.5
}
]
},
{
"epoch": 67,
"train_loss": 2.0087244510650635,
"val_loss": 0.9095027446746826,
"acc": 70.1,
"time": 309.0479341640021,
"param": [
{
"p": 0.09667225182056427,
"m": 0.5
},
{
"p": 0.02741500921547413,
"m": 0.5
},
{
"p": 0.06286568194627762,
"m": 0.5
},
{
"p": 0.07451029866933823,
"m": 0.9520477056503296
},
{
"p": 0.05160006880760193,
"m": 0.4739735424518585
},
{
"p": 0.03862086683511734,
"m": 0.9617012143135071
},
{
"p": 0.08254831284284592,
"m": 0.91541987657547
},
{
"p": 0.06386029720306396,
"m": 0.8991503119468689
},
{
"p": 0.08338695764541626,
"m": 0.9005030989646912
},
{
"p": 0.09935184568166733,
"m": 1.0
},
{
"p": 0.09883075952529907,
"m": 0.9913600087165833
},
{
"p": 0.07618489861488342,
"m": 0.9999517202377319
},
{
"p": 0.09554754942655563,
"m": 0.5
},
{
"p": 0.04860521852970123,
"m": 0.5
}
]
},
{
"epoch": 68,
"train_loss": 1.7470312118530273,
"val_loss": 0.8327827453613281,
"acc": 70.19,
"time": 316.7903401439835,
"param": [
{
"p": 0.09239088743925095,
"m": 0.5
},
{
"p": 0.03504110500216484,
"m": 0.5
},
{
"p": 0.0629996806383133,
"m": 0.5
},
{
"p": 0.05921091139316559,
"m": 0.9999418258666992
},
{
"p": 0.05797379091382027,
"m": 0.4977594316005707
},
{
"p": 0.02922578528523445,
"m": 0.998058557510376
},
{
"p": 0.09455227106809616,
"m": 0.9326974153518677
},
{
"p": 0.08870949596166611,
"m": 0.9271252751350403
},
{
"p": 0.07919838279485703,
"m": 0.8825943470001221
},
{
"p": 0.09800129383802414,
"m": 0.9973453879356384
},
{
"p": 0.08801490813493729,
"m": 0.9991747736930847
},
{
"p": 0.09212102741003036,
"m": 1.0
},
{
"p": 0.09470956027507782,
"m": 0.5
},
{
"p": 0.027850857004523277,
"m": 0.5
}
]
},
{
"epoch": 69,
"train_loss": 1.4774492979049683,
"val_loss": 1.0074479579925537,
"acc": 68.45,
"time": 310.4927000440075,
"param": [
{
"p": 0.10198505967855453,
"m": 0.5
},
{
"p": 0.05801276117563248,
"m": 0.5
},
{
"p": 0.09692567586898804,
"m": 0.5
},
{
"p": 0.08027663826942444,
"m": 0.9817603230476379
},
{
"p": 0.0754941999912262,
"m": 0.45767250657081604
},
{
"p": 0.043993040919303894,
"m": 0.9796750545501709
},
{
"p": 0.08351676911115646,
"m": 0.9101983904838562
},
{
"p": 0.06202910095453262,
"m": 0.9553829431533813
},
{
"p": 0.04528052732348442,
"m": 0.8312435150146484
},
{
"p": 0.06587185710668564,
"m": 1.0
},
{
"p": 0.06147560477256775,
"m": 0.9312487244606018
},
{
"p": 0.08497557044029236,
"m": 1.0
},
{
"p": 0.11308997124433517,
"m": 0.5
},
{
"p": 0.027073189616203308,
"m": 0.5
}
]
},
{
"epoch": 70,
"train_loss": 1.5604345798492432,
"val_loss": 0.9056788682937622,
"acc": 70.34,
"time": 311.43402583300485,
"param": [
{
"p": 0.08244483172893524,
"m": 0.5
},
{
"p": 0.000701134791597724,
"m": 0.5
},
{
"p": 0.1044950857758522,
"m": 0.5
},
{
"p": 0.08036962896585464,
"m": 0.9977982044219971
},
{
"p": 0.09243354201316833,
"m": 0.424260675907135
},
{
"p": 0.000701134791597724,
"m": 1.0
},
{
"p": 0.10845021903514862,
"m": 0.8439139723777771
},
{
"p": 0.10216417163610458,
"m": 0.9585606455802917
},
{
"p": 0.07397741079330444,
"m": 0.9230121970176697
},
{
"p": 0.08344775438308716,
"m": 0.971674382686615
},
{
"p": 0.0779457539319992,
"m": 0.8179082274436951
},
{
"p": 0.07076118886470795,
"m": 1.0
},
{
"p": 0.08693820238113403,
"m": 0.5
},
{
"p": 0.03516996279358864,
"m": 0.5
}
]
},
{
"epoch": 71,
"train_loss": 1.9725435972213745,
"val_loss": 0.8837840557098389,
"acc": 69.84,
"time": 303.2360871589917,
"param": [
{
"p": 0.09306636452674866,
"m": 0.5
},
{
"p": 0.03444553166627884,
"m": 0.5
},
{
"p": 0.08404156565666199,
"m": 0.5
},
{
"p": 0.06735877692699432,
"m": 1.0
},
{
"p": 0.09203598648309708,
"m": 0.40777885913848877
},
{
"p": 0.022997019812464714,
"m": 0.9006900787353516
},
{
"p": 0.08040081709623337,
"m": 0.9786335825920105
},
{
"p": 0.08623825758695602,
"m": 0.9632184505462646
},
{
"p": 0.08677732199430466,
"m": 0.9917839169502258
},
{
"p": 0.09238171577453613,
"m": 0.9881935119628906
},
{
"p": 0.07025142759084702,
"m": 0.9339954853057861
},
{
"p": 0.09571229666471481,
"m": 1.0
},
{
"p": 0.09359325468540192,
"m": 0.5
},
{
"p": 0.0006996377487666905,
"m": 0.5
}
]
},
{
"epoch": 72,
"train_loss": 1.738101601600647,
"val_loss": 0.8508686423301697,
"acc": 69.99,
"time": 306.09834423899883,
"param": [
{
"p": 0.09230035543441772,
"m": 0.5
},
{
"p": 0.01912756823003292,
"m": 0.5
},
{
"p": 0.07568544894456863,
"m": 0.5
},
{
"p": 0.08243465423583984,
"m": 0.95804363489151
},
{
"p": 0.08591514080762863,
"m": 0.4510215222835541
},
{
"p": 0.055767759680747986,
"m": 0.7551079392433167
},
{
"p": 0.0791357085108757,
"m": 0.9761563539505005
},
{
"p": 0.08667383342981339,
"m": 0.9205337166786194
},
{
"p": 0.06906332075595856,
"m": 0.9602953195571899
},
{
"p": 0.06251613795757294,
"m": 1.0
},
{
"p": 0.06870678812265396,
"m": 0.9098930358886719
},
{
"p": 0.09590708464384079,
"m": 0.9991656541824341
},
{
"p": 0.09758442640304565,
"m": 0.5
},
{
"p": 0.029181785881519318,
"m": 0.5
}
]
},
{
"epoch": 73,
"train_loss": 1.8896934986114502,
"val_loss": 0.7534715533256531,
"acc": 71.17,
"time": 316.1936847139732,
"param": [
{
"p": 0.09094571322202682,
"m": 0.5
},
{
"p": 0.03482132777571678,
"m": 0.5
},
{
"p": 0.10921598970890045,
"m": 0.5
},
{
"p": 0.07622063159942627,
"m": 0.8907418847084045
},
{
"p": 0.09215547144412994,
"m": 0.3039473593235016
},
{
"p": 0.017394399270415306,
"m": 0.9355695247650146
},
{
"p": 0.06993070244789124,
"m": 0.9763349294662476
},
{
"p": 0.04350648075342178,
"m": 0.8484178781509399
},
{
"p": 0.09082454442977905,
"m": 0.9624202251434326
},
{
"p": 0.09270443022251129,
"m": 1.0
},
{
"p": 0.0696091279387474,
"m": 0.7566596865653992
},
{
"p": 0.09028583765029907,
"m": 1.0
},
{
"p": 0.08903471380472183,
"m": 0.5
},
{
"p": 0.033350590616464615,
"m": 0.5
}
]
},
{
"epoch": 74,
"train_loss": 1.893967866897583,
"val_loss": 0.8072420358657837,
"acc": 70.35,
"time": 314.87198464001995,
"param": [
{
"p": 0.10742627829313278,
"m": 0.5
},
{
"p": 0.03871171548962593,
"m": 0.5
},
{
"p": 0.0852118507027626,
"m": 0.5
},
{
"p": 0.053867094218730927,
"m": 0.7669734358787537
},
{
"p": 0.07014037668704987,
"m": 0.5363494753837585
},
{
"p": 0.053587790578603745,
"m": 0.9176047444343567
},
{
"p": 0.039670173078775406,
"m": 0.9381928443908691
},
{
"p": 0.08317016810178757,
"m": 0.7827184796333313
},
{
"p": 0.0691339522600174,
"m": 0.9345787763595581
},
{
"p": 0.10923416167497635,
"m": 0.9650847315788269
},
{
"p": 0.10063321143388748,
"m": 0.7454904913902283
},
{
"p": 0.07610733062028885,
"m": 1.0
},
{
"p": 0.09852980077266693,
"m": 0.5
},
{
"p": 0.0145760178565979,
"m": 0.5
}
]
},
{
"epoch": 75,
"train_loss": 1.5588855743408203,
"val_loss": 0.8648948073387146,
"acc": 69.79,
"time": 311.74018572998466,
"param": [
{
"p": 0.0776476189494133,
"m": 0.5
},
{
"p": 0.0006924819317646325,
"m": 0.5
},
{
"p": 0.08001641929149628,
"m": 0.5
},
{
"p": 0.08387787640094757,
"m": 0.8431683778762817
},
{
"p": 0.030671382322907448,
"m": 0.5831567645072937
},
{
"p": 0.05621197074651718,
"m": 0.763469398021698
},
{
"p": 0.07983390986919403,
"m": 0.8751078844070435
},
{
"p": 0.09382965415716171,
"m": 0.8076329231262207
},
{
"p": 0.0905805379152298,
"m": 1.0
},
{
"p": 0.09461814165115356,
"m": 1.0
},
{
"p": 0.10171438753604889,
"m": 0.7713552713394165
},
{
"p": 0.0991440862417221,
"m": 1.0
},
{
"p": 0.09302449226379395,
"m": 0.5
},
{
"p": 0.01813703402876854,
"m": 0.5
}
]
},
{
"epoch": 76,
"train_loss": 1.727218747138977,
"val_loss": 0.9009158611297607,
"acc": 69.37,
"time": 314.2121606889996,
"param": [
{
"p": 0.09405498206615448,
"m": 0.5
},
{
"p": 0.026027603074908257,
"m": 0.5
},
{
"p": 0.09009043127298355,
"m": 0.5
},
{
"p": 0.08095130324363708,
"m": 0.983923077583313
},
{
"p": 0.06645908206701279,
"m": 0.5522327423095703
},
{
"p": 0.031007055193185806,
"m": 0.7018159627914429
},
{
"p": 0.10534881800413132,
"m": 0.8566440939903259
},
{
"p": 0.04851696267724037,
"m": 0.8587156534194946
},
{
"p": 0.07181109488010406,
"m": 0.97466641664505
},
{
"p": 0.0795859694480896,
"m": 0.9352433085441589
},
{
"p": 0.0868297815322876,
"m": 0.7890735864639282
},
{
"p": 0.08378026634454727,
"m": 1.0
},
{
"p": 0.08961733430624008,
"m": 0.5
},
{
"p": 0.04591932147741318,
"m": 0.5
}
]
},
{
"epoch": 77,
"train_loss": 1.5870819091796875,
"val_loss": 0.7806604504585266,
"acc": 70.82,
"time": 310.2454125980148,
"param": [
{
"p": 0.08373372256755829,
"m": 0.5
},
{
"p": 0.048444557934999466,
"m": 0.5
},
{
"p": 0.06304187327623367,
"m": 0.5
},
{
"p": 0.08384189009666443,
"m": 0.9596269726753235
},
{
"p": 0.07936898618936539,
"m": 0.3132255971431732
},
{
"p": 0.04099524766206741,
"m": 0.5848625302314758
},
{
"p": 0.08586791902780533,
"m": 0.8397970795631409
},
{
"p": 0.06327928602695465,
"m": 0.8714070320129395
},
{
"p": 0.09013419598340988,
"m": 1.0
},
{
"p": 0.05454813316464424,
"m": 0.9841107130050659
},
{
"p": 0.08847837895154953,
"m": 0.956760585308075
},
{
"p": 0.07970956712961197,
"m": 1.0
},
{
"p": 0.08869187533855438,
"m": 0.5
},
{
"p": 0.049864307045936584,
"m": 0.5
}
]
},
{
"epoch": 78,
"train_loss": 1.4099133014678955,
"val_loss": 0.7538321614265442,
"acc": 70.74,
"time": 316.1325911610038,
"param": [
{
"p": 0.09014025330543518,
"m": 0.5
},
{
"p": 0.027821868658065796,
"m": 0.5
},
{
"p": 0.07693275809288025,
"m": 0.5
},
{
"p": 0.07657995074987411,
"m": 0.9994940161705017
},
{
"p": 0.07935182005167007,
"m": 0.3238525688648224
},
{
"p": 0.039817553013563156,
"m": 0.6545876860618591
},
{
"p": 0.08534558117389679,
"m": 0.861798882484436
},
{
"p": 0.054181963205337524,
"m": 0.8777603507041931
},
{
"p": 0.09112436324357986,
"m": 1.0
},
{
"p": 0.08086182922124863,
"m": 1.0
},
{
"p": 0.07587099075317383,
"m": 1.0
},
{
"p": 0.08988723158836365,
"m": 1.0
},
{
"p": 0.08671075850725174,
"m": 0.5
},
{
"p": 0.04537307843565941,
"m": 0.5
}
]
},
{
"epoch": 79,
"train_loss": 1.5533638000488281,
"val_loss": 0.8050106763839722,
"acc": 70.18,
"time": 327.94501531502465,
"param": [
{
"p": 0.07779663801193237,
"m": 0.5
},
{
"p": 0.046783141791820526,
"m": 0.5
},
{
"p": 0.07108955830335617,
"m": 0.5
},
{
"p": 0.07951193302869797,
"m": 1.0
},
{
"p": 0.06284026801586151,
"m": 0.4126228094100952
},
{
"p": 0.02692071720957756,
"m": 0.5240817070007324
},
{
"p": 0.07304330915212631,
"m": 0.976260244846344
},
{
"p": 0.06993652880191803,
"m": 0.9118900299072266
},
{
"p": 0.10067659616470337,
"m": 1.0
},
{
"p": 0.1010502278804779,
"m": 1.0
},
{
"p": 0.050276998430490494,
"m": 0.9525974988937378
},
{
"p": 0.09598005563020706,
"m": 0.9963660836219788
},
{
"p": 0.1005287691950798,
"m": 0.5
},
{
"p": 0.043565280735492706,
"m": 0.5
}
]
},
{
"epoch": 80,
"train_loss": 1.6480810642242432,
"val_loss": 0.7067374587059021,
"acc": 71.05,
"time": 319.0267312590149,
"param": [
{
"p": 0.09457571059465408,
"m": 0.5
},
{
"p": 0.029619265347719193,
"m": 0.5
},
{
"p": 0.08881201595067978,
"m": 0.5
},
{
"p": 0.09379421174526215,
"m": 0.9873815178871155
},
{
"p": 0.07681048661470413,
"m": 0.4173775017261505
},
{
"p": 0.041255831718444824,
"m": 0.7539297342300415
},
{
"p": 0.07642862200737,
"m": 1.0
},
{
"p": 0.08645500987768173,
"m": 0.8968744874000549
},
{
"p": 0.09173966944217682,
"m": 1.0
},
{
"p": 0.08300098776817322,
"m": 0.9992991089820862
},
{
"p": 0.07540683448314667,
"m": 0.9745219349861145
},
{
"p": 0.059008993208408356,
"m": 0.9978475570678711
},
{
"p": 0.08012055605649948,
"m": 0.5
},
{
"p": 0.022971726953983307,
"m": 0.5
}
]
},
{
"epoch": 81,
"train_loss": 1.7881144285202026,
"val_loss": 0.9346910715103149,
"acc": 71.05,
"time": 327.9874919480062,
"param": [
{
"p": 0.05086314305663109,
"m": 0.5
},
{
"p": 0.04091498628258705,
"m": 0.5
},
{
"p": 0.09023819863796234,
"m": 0.5
},
{
"p": 0.06220138072967529,
"m": 0.968452513217926
},
{
"p": 0.07565685361623764,
"m": 0.4257688522338867
},
{
"p": 0.03514152392745018,
"m": 0.7140448093414307
},
{
"p": 0.09218819439411163,
"m": 0.9790878295898438
},
{
"p": 0.06979895383119583,
"m": 0.8419501781463623
},
{
"p": 0.1089891791343689,
"m": 0.9235907196998596
},
{
"p": 0.05768090859055519,
"m": 0.9955734014511108
},
{
"p": 0.11225594580173492,
"m": 0.9278554916381836
},
{
"p": 0.07590411603450775,
"m": 0.987998902797699
},
{
"p": 0.10416745394468307,
"m": 0.5
},
{
"p": 0.023999154567718506,
"m": 0.5
}
]
},
{
"epoch": 82,
"train_loss": 1.6540460586547852,
"val_loss": 1.0567817687988281,
"acc": 70.3,
"time": 310.9512978179846,
"param": [
{
"p": 0.1057567298412323,
"m": 0.5
},
{
"p": 0.03312857076525688,
"m": 0.5
},
{
"p": 0.07937894016504288,
"m": 0.5
},
{
"p": 0.06995978206396103,
"m": 0.9912037253379822
},
{
"p": 0.05043020471930504,
"m": 0.35414156317710876
},
{
"p": 0.03712376579642296,
"m": 0.8856285214424133
},
{
"p": 0.06341739743947983,
"m": 0.9623351693153381
},
{
"p": 0.09192700684070587,
"m": 0.9210423231124878
},
{
"p": 0.07586948573589325,
"m": 0.9994606971740723
},
{
"p": 0.07266022264957428,
"m": 0.9934564828872681
},
{
"p": 0.08007875829935074,
"m": 0.9919928312301636
},
{
"p": 0.11305730044841766,
"m": 1.0
},
{
"p": 0.0813184455037117,
"m": 0.5
},
{
"p": 0.04589328542351723,
"m": 0.5
}
]
},
{
"epoch": 83,
"train_loss": 1.530425786972046,
"val_loss": 0.8483985662460327,
"acc": 70.76,
"time": 304.1812180809793,
"param": [
{
"p": 0.10269635170698166,
"m": 0.5
},
{
"p": 0.03835009038448334,
"m": 0.5
},
{
"p": 0.08535758405923843,
"m": 0.5
},
{
"p": 0.07303309440612793,
"m": 0.9900822639465332
},
{
"p": 0.08606613427400589,
"m": 0.3653255105018616
},
{
"p": 0.028983483090996742,
"m": 0.9113248586654663
},
{
"p": 0.08556380122900009,
"m": 0.9342305064201355
},
{
"p": 0.06402874737977982,
"m": 0.9865916967391968
},
{
"p": 0.06873389333486557,
"m": 0.9760331511497498
},
{
"p": 0.07625915110111237,
"m": 0.966569185256958
},
{
"p": 0.08354064077138901,
"m": 0.8980095982551575
},
{
"p": 0.07928111404180527,
"m": 1.0
},
{
"p": 0.08182980865240097,
"m": 0.5
},
{
"p": 0.04627609997987747,
"m": 0.5
}
]
},
{
"epoch": 84,
"train_loss": 1.3694490194320679,
"val_loss": 0.7313723564147949,
"acc": 70.83,
"time": 315.7918760860048,
"param": [
{
"p": 0.05277468264102936,
"m": 0.5
},
{
"p": 0.038448136299848557,
"m": 0.5
},
{
"p": 0.07570452988147736,
"m": 0.5
},
{
"p": 0.08181604743003845,
"m": 0.8828774690628052
},
{
"p": 0.07555590569972992,
"m": 0.44558006525039673
},
{
"p": 0.026726417243480682,
"m": 0.8033307790756226
},
{
"p": 0.09066534787416458,
"m": 0.9686659574508667
},
{
"p": 0.0684051439166069,
"m": 1.0
},
{
"p": 0.09904839843511581,
"m": 0.8994081616401672
},
{
"p": 0.07872661203145981,
"m": 0.9996083974838257
},
{
"p": 0.0993618443608284,
"m": 0.9162070155143738
},
{
"p": 0.11037708073854446,
"m": 0.9928703904151917
},
{
"p": 0.08083249628543854,
"m": 0.5
},
{
"p": 0.021557290107011795,
"m": 0.5
}
]
},
{
"epoch": 85,
"train_loss": 1.6253843307495117,
"val_loss": 0.8702322840690613,
"acc": 70.99,
"time": 319.5594225349778,
"param": [
{
"p": 0.1064208373427391,
"m": 0.5
},
{
"p": 0.04161958768963814,
"m": 0.5
},
{
"p": 0.08223184198141098,
"m": 0.5
},
{
"p": 0.07385396212339401,
"m": 0.8686943054199219
},
{
"p": 0.06187339499592781,
"m": 0.594835102558136
},
{
"p": 0.07053562998771667,
"m": 0.6867870092391968
},
{
"p": 0.08608200401067734,
"m": 0.9506285190582275
},
{
"p": 0.08003262430429459,
"m": 1.0
},
{
"p": 0.07622890174388885,
"m": 0.9722733497619629
},
{
"p": 0.027097415179014206,
"m": 0.983076810836792
},
{
"p": 0.08872126042842865,
"m": 0.9578255414962769
},
{
"p": 0.1031709685921669,
"m": 1.0
},
{
"p": 0.06404783576726913,
"m": 0.5
},
{
"p": 0.03808368369936943,
"m": 0.5
}
]
},
{
"epoch": 86,
"train_loss": 1.8651609420776367,
"val_loss": 0.7917490005493164,
"acc": 70.83,
"time": 312.9051399210002,
"param": [
{
"p": 0.0741518959403038,
"m": 0.5
},
{
"p": 0.0036566893104463816,
"m": 0.5
},
{
"p": 0.1040462777018547,
"m": 0.5
},
{
"p": 0.07000961899757385,
"m": 0.8941722512245178
},
{
"p": 0.05627146363258362,
"m": 0.5785613656044006
},
{
"p": 0.035037267953157425,
"m": 0.6525160670280457
},
{
"p": 0.08113615959882736,
"m": 0.952189564704895
},
{
"p": 0.09112612158060074,
"m": 0.8776479959487915
},
{
"p": 0.09471885114908218,
"m": 0.9549548625946045
},
{
"p": 0.08857441693544388,
"m": 1.0
},
{
"p": 0.0544978566467762,
"m": 0.8060311079025269
},
{
"p": 0.1041506975889206,
"m": 0.9996587038040161
},
{
"p": 0.09865066409111023,
"m": 0.5
},
{
"p": 0.04397207126021385,
"m": 0.5
}
]
},
{
"epoch": 87,
"train_loss": 1.732511281967163,
"val_loss": 0.7958623766899109,
"acc": 71.34,
"time": 309.90637237700867,
"param": [
{
"p": 0.088352270424366,
"m": 0.5
},
{
"p": 0.036207932978868484,
"m": 0.5
},
{
"p": 0.09404121339321136,
"m": 0.5
},
{
"p": 0.07295696437358856,
"m": 0.9824468493461609
},
{
"p": 0.04893352836370468,
"m": 0.6319991946220398
},
{
"p": 0.03888164460659027,
"m": 0.7326828241348267
},
{
"p": 0.09877647459506989,
"m": 1.0
},
{
"p": 0.10232236981391907,
"m": 0.9933537244796753
},
{
"p": 0.0850595086812973,
"m": 0.911212682723999
},
{
"p": 0.0853712186217308,
"m": 0.9417330622673035
},
{
"p": 0.10640014708042145,
"m": 0.7961850166320801
},
{
"p": 0.07390115410089493,
"m": 1.0
},
{
"p": 0.050385914742946625,
"m": 0.5
},
{
"p": 0.01840953342616558,
"m": 0.5
}
]
},
{
"epoch": 88,
"train_loss": 1.6343365907669067,
"val_loss": 0.8535745143890381,
"acc": 71.91,
"time": 301.06776133098174,
"param": [
{
"p": 0.09249220788478851,
"m": 0.5
},
{
"p": 0.037771087139844894,
"m": 0.5
},
{
"p": 0.06679169088602066,
"m": 0.5
},
{
"p": 0.05229699984192848,
"m": 0.9927089214324951
},
{
"p": 0.06882856786251068,
"m": 0.7110869288444519
},
{
"p": 0.06628185510635376,
"m": 0.8509613871574402
},
{
"p": 0.086729995906353,
"m": 0.9199672937393188
},
{
"p": 0.08215581625699997,
"m": 0.9558443427085876
},
{
"p": 0.07591333240270615,
"m": 0.8647029995918274
},
{
"p": 0.08185341209173203,
"m": 0.9899340271949768
},
{
"p": 0.06895475834608078,
"m": 0.8902649283409119
},
{
"p": 0.10215439647436142,
"m": 0.9824366569519043
},
{
"p": 0.0891195759177208,
"m": 0.5
},
{
"p": 0.02865639142692089,
"m": 0.5
}
]
},
{
"epoch": 89,
"train_loss": 1.6275966167449951,
"val_loss": 0.7053126692771912,
"acc": 71.64,
"time": 312.4109610739979,
"param": [
{
"p": 0.09941074997186661,
"m": 0.5
},
{
"p": 0.022112179547548294,
"m": 0.5
},
{
"p": 0.08895480632781982,
"m": 0.5
},
{
"p": 0.07559078931808472,
"m": 0.9775712490081787
},
{
"p": 0.06957661360502243,
"m": 0.5700624585151672
},
{
"p": 0.028892673552036285,
"m": 0.8471551537513733
},
{
"p": 0.08916615694761276,
"m": 0.8825310468673706
},
{
"p": 0.05701909586787224,
"m": 1.0
},
{
"p": 0.0857938677072525,
"m": 0.9047484993934631
},
{
"p": 0.06836173683404922,
"m": 1.0
},
{
"p": 0.09746509790420532,
"m": 0.8581743240356445
},
{
"p": 0.09214799106121063,
"m": 1.0
},
{
"p": 0.12452302873134613,
"m": 0.5
},
{
"p": 0.000985107384622097,
"m": 0.5
}
]
},
{
"epoch": 90,
"train_loss": 1.8641237020492554,
"val_loss": 0.7820250391960144,
"acc": 71.72,
"time": 305.68938594000065,
"param": [
{
"p": 0.06221238151192665,
"m": 0.5
},
{
"p": 0.020979629829525948,
"m": 0.5
},
{
"p": 0.1020364984869957,
"m": 0.5
},
{
"p": 0.07393770664930344,
"m": 1.0
},
{
"p": 0.041171446442604065,
"m": 0.6390184760093689
},
{
"p": 0.043178461492061615,
"m": 0.8730425238609314
},
{
"p": 0.0939168632030487,
"m": 0.9917550086975098
},
{
"p": 0.07346799969673157,
"m": 1.0
},
{
"p": 0.09350479394197464,
"m": 0.970881998538971
},
{
"p": 0.07075373083353043,
"m": 0.9985126852989197
},
{
"p": 0.0956583097577095,
"m": 0.8632502555847168
},
{
"p": 0.089128777384758,
"m": 0.9482343792915344
},
{
"p": 0.09934353083372116,
"m": 0.5
},
{
"p": 0.04070987552404404,
"m": 0.5
}
]
},
{
"epoch": 91,
"train_loss": 1.710964560508728,
"val_loss": 0.8185238242149353,
"acc": 71.67,
"time": 314.8688369279844,
"param": [
{
"p": 0.08755779266357422,
"m": 0.5
},
{
"p": 0.019089434295892715,
"m": 0.5
},
{
"p": 0.08126950263977051,
"m": 0.5
},
{
"p": 0.05672783777117729,
"m": 0.9907214045524597
},
{
"p": 0.04453203082084656,
"m": 0.710171103477478
},
{
"p": 0.04586474969983101,
"m": 0.8869343996047974
},
{
"p": 0.06695336103439331,
"m": 0.9126101732254028
},
{
"p": 0.09691599011421204,
"m": 0.9531561732292175
},
{
"p": 0.09184437990188599,
"m": 1.0
},
{
"p": 0.0710725411772728,
"m": 0.984175980091095
},
{
"p": 0.05834052711725235,
"m": 0.9315424561500549
},
{
"p": 0.12011689692735672,
"m": 1.0
},
{
"p": 0.11905185878276825,
"m": 0.5
},
{
"p": 0.04066304489970207,
"m": 0.5
}
]
},
{
"epoch": 92,
"train_loss": 1.725085735321045,
"val_loss": 0.7941022515296936,
"acc": 71.03,
"time": 309.8649585399835,
"param": [
{
"p": 0.09443914145231247,
"m": 0.5
},
{
"p": 0.035236261785030365,
"m": 0.5
},
{
"p": 0.0626063272356987,
"m": 0.5
},
{
"p": 0.09348669648170471,
"m": 1.0
},
{
"p": 0.07539590448141098,
"m": 0.7795893549919128
},
{
"p": 0.032742857933044434,
"m": 0.973196804523468
},
{
"p": 0.09341905266046524,
"m": 0.8157970905303955
},
{
"p": 0.07742735743522644,
"m": 0.9926912784576416
},
{
"p": 0.07261296361684799,
"m": 0.9781861901283264
},
{
"p": 0.08166880160570145,
"m": 0.9996076822280884
},
{
"p": 0.07522018253803253,
"m": 0.9572604894638062
},
{
"p": 0.07227324694395065,
"m": 0.9719375967979431
},
{
"p": 0.10189670324325562,
"m": 0.5
},
{
"p": 0.03157447651028633,
"m": 0.5
}
]
},
{
"epoch": 93,
"train_loss": 1.3575339317321777,
"val_loss": 0.7960103154182434,
"acc": 71.56,
"time": 306.8824954800075,
"param": [
{
"p": 0.10014655441045761,
"m": 0.5
},
{
"p": 0.05377583205699921,
"m": 0.5
},
{
"p": 0.07752448320388794,
"m": 0.5
},
{
"p": 0.07682780176401138,
"m": 1.0
},
{
"p": 0.046415023505687714,
"m": 0.6475285291671753
},
{
"p": 0.014583729207515717,
"m": 0.9260654449462891
},
{
"p": 0.09180545806884766,
"m": 0.8104358315467834
},
{
"p": 0.08911319822072983,
"m": 1.0
},
{
"p": 0.06815702468156815,
"m": 0.9582282304763794
},
{
"p": 0.07895664125680923,
"m": 0.8718261122703552
},
{
"p": 0.07632743567228317,
"m": 0.945562481880188
},
{
"p": 0.12748417258262634,
"m": 1.0
},
{
"p": 0.08615195006132126,
"m": 0.5
},
{
"p": 0.01273068692535162,
"m": 0.5
}
]
},
{
"epoch": 94,
"train_loss": 1.5244255065917969,
"val_loss": 0.9209453463554382,
"acc": 69.64,
"time": 315.4744129299943,
"param": [
{
"p": 0.1093338280916214,
"m": 0.5
},
{
"p": 0.024325229227542877,
"m": 0.5
},
{
"p": 0.09506643563508987,
"m": 0.5
},
{
"p": 0.09973401576280594,
"m": 0.9321739673614502
},
{
"p": 0.09175685793161392,
"m": 0.553475558757782
},
{
"p": 0.029622510075569153,
"m": 0.9655154943466187
},
{
"p": 0.028497299179434776,
"m": 0.8896843791007996
},
{
"p": 0.041145917028188705,
"m": 1.0
},
{
"p": 0.07936614006757736,
"m": 0.9764251112937927
},
{
"p": 0.08703454583883286,
"m": 0.8566907644271851
},
{
"p": 0.08374276757240295,
"m": 0.9190126657485962
},
{
"p": 0.09688886255025864,
"m": 0.9858772158622742
},
{
"p": 0.0888853669166565,
"m": 0.5
},
{
"p": 0.04460030049085617,
"m": 0.5
}
]
},
{
"epoch": 95,
"train_loss": 1.6193445920944214,
"val_loss": 0.7697831988334656,
"acc": 71.96,
"time": 306.7326543990057,
"param": [
{
"p": 0.05170980840921402,
"m": 0.5
},
{
"p": 0.01708598993718624,
"m": 0.5
},
{
"p": 0.0945451632142067,
"m": 0.5
},
{
"p": 0.08420941978693008,
"m": 0.9992049932479858
},
{
"p": 0.023452023044228554,
"m": 0.621237576007843
},
{
"p": 0.02580314688384533,
"m": 0.9900280833244324
},
{
"p": 0.06633497774600983,
"m": 0.9093912839889526
},
{
"p": 0.1176028624176979,
"m": 0.9623492360115051
},
{
"p": 0.08663839101791382,
"m": 0.9582507014274597
},
{
"p": 0.07819933444261551,
"m": 0.9484321475028992
},
{
"p": 0.09730088710784912,
"m": 0.9088417291641235
},
{
"p": 0.1101335659623146,
"m": 1.0
},
{
"p": 0.1267593950033188,
"m": 0.5
},
{
"p": 0.020224997773766518,
"m": 0.5
}
]
},
{
"epoch": 96,
"train_loss": 1.579803228378296,
"val_loss": 0.801159143447876,
"acc": 71.98,
"time": 316.1060127620003,
"param": [
{
"p": 0.08699136227369308,
"m": 0.5
},
{
"p": 0.04711708799004555,
"m": 0.5
},
{
"p": 0.06846911460161209,
"m": 0.5
},
{
"p": 0.0958278700709343,
"m": 0.9767394065856934
},
{
"p": 0.0618758425116539,
"m": 0.572435736656189
},
{
"p": 0.08398082852363586,
"m": 0.9109567403793335
},
{
"p": 0.05620742589235306,
"m": 0.9710602164268494
},
{
"p": 0.05800878256559372,
"m": 0.9952629804611206
},
{
"p": 0.032450225204229355,
"m": 0.9962677359580994
},
{
"p": 0.07114105671644211,
"m": 0.9594095945358276
},
{
"p": 0.07932853698730469,
"m": 0.9997543692588806
},
{
"p": 0.10657542198896408,
"m": 1.0
},
{
"p": 0.10808716714382172,
"m": 0.5
},
{
"p": 0.04393931105732918,
"m": 0.5
}
]
},
{
"epoch": 97,
"train_loss": 1.6391888856887817,
"val_loss": 0.8525633811950684,
"acc": 71.95,
"time": 314.8818715219968,
"param": [
{
"p": 0.08576244115829468,
"m": 0.5
},
{
"p": 0.012648075819015503,
"m": 0.5
},
{
"p": 0.11168894171714783,
"m": 0.5
},
{
"p": 0.09707900136709213,
"m": 0.919333279132843
},
{
"p": 0.09120534360408783,
"m": 0.5386300086975098
},
{
"p": 0.0038615847006440163,
"m": 0.8795351386070251
},
{
"p": 0.04948243126273155,
"m": 0.9925861358642578
},
{
"p": 0.067717544734478,
"m": 0.9670876264572144
},
{
"p": 0.08298614621162415,
"m": 0.8755421042442322
},
{
"p": 0.1210329458117485,
"m": 0.9112398028373718
},
{
"p": 0.10723405331373215,
"m": 0.9903298020362854
},
{
"p": 0.12114433944225311,
"m": 1.0
},
{
"p": 0.03809720277786255,
"m": 0.5
},
{
"p": 0.010059939697384834,
"m": 0.5
}
]
},
{
"epoch": 98,
"train_loss": 1.6590499877929688,
"val_loss": 0.7191355228424072,
"acc": 71.37,
"time": 315.8160078130022,
"param": [
{
"p": 0.05094273388385773,
"m": 0.5
},
{
"p": 0.02360314317047596,
"m": 0.5
},
{
"p": 0.08426396548748016,
"m": 0.5
},
{
"p": 0.08128490298986435,
"m": 0.8843738436698914
},
{
"p": 0.0498768649995327,
"m": 0.6330230832099915
},
{
"p": 0.031264156103134155,
"m": 0.8356688022613525
},
{
"p": 0.07122490555047989,
"m": 0.9583393931388855
},
{
"p": 0.08168932795524597,
"m": 1.0
},
{
"p": 0.09361489862203598,
"m": 0.8978280425071716
},
{
"p": 0.08518809080123901,
"m": 0.993848979473114
},
{
"p": 0.0817943811416626,
"m": 0.9609893560409546
},
{
"p": 0.09961388260126114,
"m": 1.0
},
{
"p": 0.11085496097803116,
"m": 0.5
},
{
"p": 0.054783787578344345,
"m": 0.5
}
]
},
{
"epoch": 99,
"train_loss": 1.33230721950531,
"val_loss": 0.8586707711219788,
"acc": 71.64,
"time": 319.8562571159855,
"param": [
{
"p": 0.04953320696949959,
"m": 0.5
},
{
"p": 0.03475427255034447,
"m": 0.5
},
{
"p": 0.08189263939857483,
"m": 0.5
},
{
"p": 0.06452889740467072,
"m": 1.0
},
{
"p": 0.05672408640384674,
"m": 0.6980529427528381
},
{
"p": 0.020734308287501335,
"m": 0.8513141870498657
},
{
"p": 0.08700598031282425,
"m": 1.0
},
{
"p": 0.08392960578203201,
"m": 0.9997294545173645
},
{
"p": 0.09863747656345367,
"m": 0.9199582934379578
},
{
"p": 0.0980314239859581,
"m": 1.0
},
{
"p": 0.0920494943857193,
"m": 0.9873947501182556
},
{
"p": 0.0844414234161377,
"m": 1.0
},
{
"p": 0.11589634418487549,
"m": 0.5
},
{
"p": 0.03184092044830322,
"m": 0.5
}
]
},
{
"epoch": 100,
"train_loss": 1.1388297080993652,
"val_loss": 0.885960042476654,
"acc": 71.95,
"time": 311.70468771999003,
"param": [
{
"p": 0.07782802730798721,
"m": 0.5
},
{
"p": 0.0552607960999012,
"m": 0.5
},
{
"p": 0.13382931053638458,
"m": 0.5
},
{
"p": 0.0543808788061142,
"m": 0.8914470672607422
},
{
"p": 0.012019701302051544,
"m": 0.6608695983886719
},
{
"p": 0.001428835792466998,
"m": 0.8523915410041809
},
{
"p": 0.0810077115893364,
"m": 1.0
},
{
"p": 0.08695147931575775,
"m": 0.9672307372093201
},
{
"p": 0.09151820838451385,
"m": 0.8116289973258972
},
{
"p": 0.08736635744571686,
"m": 0.9711238145828247
},
{
"p": 0.057743798941373825,
"m": 0.9967319965362549
},
{
"p": 0.11795967072248459,
"m": 1.0
},
{
"p": 0.10118041187524796,
"m": 0.5
},
{
"p": 0.04152481257915497,
"m": 0.5
}
]
},
{
"epoch": 101,
"train_loss": 1.922720193862915,
"val_loss": 0.7950218319892883,
"acc": 71.86,
"time": 313.5045797259954,
"param": [
{
"p": 0.08484707772731781,
"m": 0.5
},
{
"p": 0.021085381507873535,
"m": 0.5
},
{
"p": 0.08336745947599411,
"m": 0.5
},
{
"p": 0.0836513563990593,
"m": 0.9511247277259827
},
{
"p": 0.057265911251306534,
"m": 0.42947492003440857
},
{
"p": 0.06006588786840439,
"m": 0.8162930607795715
},
{
"p": 0.06147177517414093,
"m": 1.0
},
{
"p": 0.08814480900764465,
"m": 0.9339073896408081
},
{
"p": 0.06775785237550735,
"m": 0.8907772898674011
},
{
"p": 0.10220266133546829,
"m": 0.8291788101196289
},
{
"p": 0.06025012582540512,
"m": 1.0
},
{
"p": 0.09254324436187744,
"m": 1.0
},
{
"p": 0.09365825355052948,
"m": 0.5
},
{
"p": 0.04368821531534195,
"m": 0.5
}
]
},
{
"epoch": 102,
"train_loss": 1.6893424987792969,
"val_loss": 0.8365108370780945,
"acc": 70.87,
"time": 309.05991558299866,
"param": [
{
"p": 0.09495880454778671,
"m": 0.5
},
{
"p": 0.0006842472939752042,
"m": 0.5
},
{
"p": 0.05708732828497887,
"m": 0.5
},
{
"p": 0.08981636166572571,
"m": 0.9938558340072632
},
{
"p": 0.07196858525276184,
"m": 0.5615200400352478
},
{
"p": 0.051726967096328735,
"m": 0.9585055112838745
},
{
"p": 0.08845137059688568,
"m": 0.9732339978218079
},
{
"p": 0.059270795434713364,
"m": 0.904325544834137
},
{
"p": 0.06685218960046768,
"m": 0.8842476606369019
},
{
"p": 0.08906621485948563,
"m": 0.9145383238792419
},
{
"p": 0.09380848705768585,
"m": 0.9401907920837402
},
{
"p": 0.08537780493497849,
"m": 1.0
},
{
"p": 0.10493267327547073,
"m": 0.5
},
{
"p": 0.0459982194006443,
"m": 0.5
}
]
},
{
"epoch": 103,
"train_loss": 1.8586558103561401,
"val_loss": 0.7465201020240784,
"acc": 71.13,
"time": 305.87090169099974,
"param": [
{
"p": 0.08853932470083237,
"m": 0.5
},
{
"p": 0.04888933524489403,
"m": 0.5
},
{
"p": 0.10945335775613785,
"m": 0.5
},
{
"p": 0.08006016165018082,
"m": 1.0
},
{
"p": 0.07437825947999954,
"m": 0.48804837465286255
},
{
"p": 0.04336943477392197,
"m": 0.8612617254257202
},
{
"p": 0.0762958973646164,
"m": 0.9890705943107605
},
{
"p": 0.07163156569004059,
"m": 0.9159106016159058
},
{
"p": 0.07994618266820908,
"m": 0.9354357123374939
},
{
"p": 0.05802718549966812,
"m": 1.0
},
{
"p": 0.08634806424379349,
"m": 0.9061694145202637
},
{
"p": 0.08350836485624313,
"m": 1.0
},
{
"p": 0.0671233981847763,
"m": 0.5
},
{
"p": 0.03242945671081543,
"m": 0.5
}
]
},
{
"epoch": 104,
"train_loss": 1.6258916854858398,
"val_loss": 0.792955219745636,
"acc": 71.7,
"time": 313.584304975986,
"param": [
{
"p": 0.07275199145078659,
"m": 0.5
},
{
"p": 0.05168113857507706,
"m": 0.5
},
{
"p": 0.0880729928612709,
"m": 0.5
},
{
"p": 0.10286881029605865,
"m": 0.9573673009872437
},
{
"p": 0.06671745330095291,
"m": 0.4612046182155609
},
{
"p": 0.06153551861643791,
"m": 0.8941149115562439
},
{
"p": 0.05286572501063347,
"m": 1.0
},
{
"p": 0.06855044513940811,
"m": 1.0
},
{
"p": 0.0865878239274025,
"m": 0.9020324945449829
},
{
"p": 0.0722295269370079,
"m": 0.9974840879440308
},
{
"p": 0.07824833691120148,
"m": 0.9194356203079224
},
{
"p": 0.08352748304605484,
"m": 1.0
},
{
"p": 0.06937380880117416,
"m": 0.5
},
{
"p": 0.04498892277479172,
"m": 0.5
}
]
},
{
"epoch": 105,
"train_loss": 1.6051723957061768,
"val_loss": 0.9792918562889099,
"acc": 71.28,
"time": 307.0733183400007,
"param": [
{
"p": 0.07899961620569229,
"m": 0.5
},
{
"p": 0.05772506445646286,
"m": 0.5
},
{
"p": 0.09341327846050262,
"m": 0.5
},
{
"p": 0.0713142454624176,
"m": 0.9876289963722229
},
{
"p": 0.07346583157777786,
"m": 0.6283875703811646
},
{
"p": 0.05044567957520485,
"m": 0.8616839647293091
},
{
"p": 0.08426167815923691,
"m": 0.94206702709198
},
{
"p": 0.084368035197258,
"m": 0.9534804224967957
},
{
"p": 0.08548440039157867,
"m": 1.0
},
{
"p": 0.06751255691051483,
"m": 0.9161481261253357
},
{
"p": 0.07398474961519241,
"m": 0.9954637289047241
},
{
"p": 0.08483294397592545,
"m": 1.0
},
{
"p": 0.07741308212280273,
"m": 0.5
},
{
"p": 0.016778739169239998,
"m": 0.5
}
]
},
{
"epoch": 106,
"train_loss": 1.4928572177886963,
"val_loss": 0.7792288064956665,
"acc": 72.36,
"time": 321.1626486379828,
"param": [
{
"p": 0.10257910192012787,
"m": 0.5
},
{
"p": 0.03412170335650444,
"m": 0.5
},
{
"p": 0.07578573375940323,
"m": 0.5
},
{
"p": 0.06687504053115845,
"m": 0.952219545841217
},
{
"p": 0.06507062166929245,
"m": 0.6094622015953064
},
{
"p": 0.0319475494325161,
"m": 0.9150876998901367
},
{
"p": 0.093414306640625,
"m": 0.9344859719276428
},
{
"p": 0.08812429010868073,
"m": 0.9986218214035034
},
{
"p": 0.09157115966081619,
"m": 0.996338427066803
},
{
"p": 0.0665416270494461,
"m": 0.8915244936943054
},
{
"p": 0.059567395597696304,
"m": 0.9588031768798828
},
{
"p": 0.10258416831493378,
"m": 1.0
},
{
"p": 0.06961750239133835,
"m": 0.5
},
{
"p": 0.0521998330950737,
"m": 0.5
}
]
},
{
"epoch": 107,
"train_loss": 1.7295476198196411,
"val_loss": 0.7567527294158936,
"acc": 72.18,
"time": 310.6874201949977,
"param": [
{
"p": 0.08230901509523392,
"m": 0.5
},
{
"p": 0.051222413778305054,
"m": 0.5
},
{
"p": 0.06724238395690918,
"m": 0.5
},
{
"p": 0.1014697328209877,
"m": 0.9479904770851135
},
{
"p": 0.07068546861410141,
"m": 0.6577480435371399
},
{
"p": 0.03720179200172424,
"m": 0.8855907320976257
},
{
"p": 0.03914889693260193,
"m": 0.9891557693481445
},
{
"p": 0.09622865915298462,
"m": 0.9602318406105042
},
{
"p": 0.07333590090274811,
"m": 0.9368874430656433
},
{
"p": 0.07464534789323807,
"m": 0.9911478757858276
},
{
"p": 0.11331694573163986,
"m": 0.9777809977531433
},
{
"p": 0.07328332960605621,
"m": 1.0
},
{
"p": 0.10131057351827621,
"m": 0.5
},
{
"p": 0.01859956793487072,
"m": 0.5
}
]
},
{
"epoch": 108,
"train_loss": 1.5008037090301514,
"val_loss": 0.7950035929679871,
"acc": 72.32,
"time": 309.573976322019,
"param": [
{
"p": 0.1331343799829483,
"m": 0.5
},
{
"p": 0.02735498733818531,
"m": 0.5
},
{
"p": 0.08897391706705093,
"m": 0.5
},
{
"p": 0.09994199126958847,
"m": 0.9714828133583069
},
{
"p": 0.03783624246716499,
"m": 0.6581425666809082
},
{
"p": 0.03914378955960274,
"m": 0.8893262147903442
},
{
"p": 0.03601745516061783,
"m": 0.910677969455719
},
{
"p": 0.06618640571832657,
"m": 0.9040486812591553
},
{
"p": 0.10352250933647156,
"m": 0.8763509392738342
},
{
"p": 0.08642914891242981,
"m": 0.9871167540550232
},
{
"p": 0.09794934839010239,
"m": 0.9954302310943604
},
{
"p": 0.06286447495222092,
"m": 1.0
},
{
"p": 0.11993634700775146,
"m": 0.5
},
{
"p": 0.0007088853744789958,
"m": 0.5
}
]
},
{
"epoch": 109,
"train_loss": 1.5385913848876953,
"val_loss": 0.6576017737388611,
"acc": 71.95,
"time": 321.70322559500346,
"param": [
{
"p": 0.07782461494207382,
"m": 0.5
},
{
"p": 0.033866386860609055,
"m": 0.5
},
{
"p": 0.09523476660251617,
"m": 0.5
},
{
"p": 0.0764811635017395,
"m": 0.9414606094360352
},
{
"p": 0.06892901659011841,
"m": 0.4970000684261322
},
{
"p": 0.023168321698904037,
"m": 0.9625309109687805
},
{
"p": 0.07520239800214767,
"m": 0.8652154803276062
},
{
"p": 0.07768784463405609,
"m": 0.8358606100082397
},
{
"p": 0.07047753781080246,
"m": 0.8675238490104675
},
{
"p": 0.08987658470869064,
"m": 0.9942747950553894
},
{
"p": 0.08593082427978516,
"m": 1.0
},
{
"p": 0.07501305639743805,
"m": 0.99486243724823
},
{
"p": 0.11041051894426346,
"m": 0.5
},
{
"p": 0.039896950125694275,
"m": 0.5
}
]
},
{
"epoch": 110,
"train_loss": 1.5587317943572998,
"val_loss": 0.7525392770767212,
"acc": 72.41,
"time": 312.31464296701597,
"param": [
{
"p": 0.09087788313627243,
"m": 0.5
},
{
"p": 0.018201423808932304,
"m": 0.5
},
{
"p": 0.09075547009706497,
"m": 0.5
},
{
"p": 0.08391920477151871,
"m": 0.9947100281715393
},
{
"p": 0.06189269945025444,
"m": 0.422486811876297
},
{
"p": 0.03660169616341591,
"m": 0.9715906977653503
},
{
"p": 0.09238797426223755,
"m": 0.8444361090660095
},
{
"p": 0.07821068912744522,
"m": 0.9712972044944763
},
{
"p": 0.07436321675777435,
"m": 0.8688459992408752
},
{
"p": 0.07367575913667679,
"m": 1.0
},
{
"p": 0.07976444810628891,
"m": 1.0
},
{
"p": 0.09269977360963821,
"m": 1.0
},
{
"p": 0.09753786772489548,
"m": 0.5
},
{
"p": 0.029111988842487335,
"m": 0.5
}
]
},
{
"epoch": 111,
"train_loss": 1.4183521270751953,
"val_loss": 0.9368031024932861,
"acc": 71.58,
"time": 322.63229088601656,
"param": [
{
"p": 0.08950213342905045,
"m": 0.5
},
{
"p": 0.03476639837026596,
"m": 0.5
},
{
"p": 0.08317043632268906,
"m": 0.5
},
{
"p": 0.06498216837644577,
"m": 0.8746466040611267
},
{
"p": 0.08064860105514526,
"m": 0.3757987916469574
},
{
"p": 0.04838823154568672,
"m": 0.9149449467658997
},
{
"p": 0.0854574665427208,
"m": 0.8432890772819519
},
{
"p": 0.08180443942546844,
"m": 0.9127031564712524
},
{
"p": 0.08503801375627518,
"m": 0.9086971282958984
},
{
"p": 0.079649418592453,
"m": 0.9917841553688049
},
{
"p": 0.07589320093393326,
"m": 0.9749722480773926
},
{
"p": 0.083005890250206,
"m": 1.0
},
{
"p": 0.07729855179786682,
"m": 0.5
},
{
"p": 0.03039502166211605,
"m": 0.5
}
]
},
{
"epoch": 112,
"train_loss": 1.6435216665267944,
"val_loss": 0.8664752244949341,
"acc": 71.73,
"time": 311.1586146100017,
"param": [
{
"p": 0.09143441170454025,
"m": 0.5
},
{
"p": 0.015435715205967426,
"m": 0.5
},
{
"p": 0.0908690020442009,
"m": 0.5
},
{
"p": 0.07637842744588852,
"m": 0.8459336757659912
},
{
"p": 0.06273455917835236,
"m": 0.5889242887496948
},
{
"p": 0.028596747666597366,
"m": 0.693427324295044
},
{
"p": 0.08385201543569565,
"m": 0.872954249382019
},
{
"p": 0.06169072538614273,
"m": 0.9685199856758118
},
{
"p": 0.07081669569015503,
"m": 0.9971928000450134
},
{
"p": 0.09704194962978363,
"m": 0.9679218530654907
},
{
"p": 0.08207279443740845,
"m": 0.8308122158050537
},
{
"p": 0.0817500427365303,
"m": 1.0
},
{
"p": 0.11959829926490784,
"m": 0.5
},
{
"p": 0.03772858530282974,
"m": 0.5
}
]
},
{
"epoch": 113,
"train_loss": 1.7592145204544067,
"val_loss": 0.7234010696411133,
"acc": 72.51,
"time": 306.18421990799834,
"param": [
{
"p": 0.0856642797589302,
"m": 0.5
},
{
"p": 0.03624119982123375,
"m": 0.5
},
{
"p": 0.08537577837705612,
"m": 0.5
},
{
"p": 0.06413546949625015,
"m": 0.7899684309959412
},
{
"p": 0.05122118815779686,
"m": 0.46435725688934326
},
{
"p": 0.030495567247271538,
"m": 0.8257219791412354
},
{
"p": 0.0808115154504776,
"m": 0.7558508515357971
},
{
"p": 0.07462452352046967,
"m": 0.772487461566925
},
{
"p": 0.08658087253570557,
"m": 0.9973425269126892
},
{
"p": 0.07180724292993546,
"m": 0.9523197412490845
},
{
"p": 0.06536677479743958,
"m": 0.9407638311386108
},
{
"p": 0.10004159063100815,
"m": 1.0
},
{
"p": 0.11457523703575134,
"m": 0.5
},
{
"p": 0.05305866524577141,
"m": 0.5
}
]
},
{
"epoch": 114,
"train_loss": 1.3227883577346802,
"val_loss": 0.8134151101112366,
"acc": 72.52,
"time": 313.0009075530106,
"param": [
{
"p": 0.10001108050346375,
"m": 0.5
},
{
"p": 0.032033294439315796,
"m": 0.5
},
{
"p": 0.08861014246940613,
"m": 0.5
},
{
"p": 0.04962386563420296,
"m": 0.8699962496757507
},
{
"p": 0.06384348124265671,
"m": 0.5616565942764282
},
{
"p": 0.05184682086110115,
"m": 0.8523386716842651
},
{
"p": 0.06439125537872314,
"m": 0.86838299036026
},
{
"p": 0.08439288288354874,
"m": 0.648215115070343
},
{
"p": 0.07294502854347229,
"m": 0.9899969696998596
},
{
"p": 0.09863247722387314,
"m": 0.9933151602745056
},
{
"p": 0.052361831068992615,
"m": 1.0
},
{
"p": 0.07989876717329025,
"m": 1.0
},
{
"p": 0.12320168316364288,
"m": 0.5
},
{
"p": 0.03820742666721344,
"m": 0.5
}
]
},
{
"epoch": 115,
"train_loss": 1.4893851280212402,
"val_loss": 0.8493445515632629,
"acc": 72.91,
"time": 316.79976083899965,
"param": [
{
"p": 0.11388206481933594,
"m": 0.5
},
{
"p": 0.015810899436473846,
"m": 0.5
},
{
"p": 0.10118075460195541,
"m": 0.5
},
{
"p": 0.06021035090088844,
"m": 0.8208526968955994
},
{
"p": 0.0550096333026886,
"m": 0.5562856197357178
},
{
"p": 0.028014693409204483,
"m": 0.7919934391975403
},
{
"p": 0.05883508175611496,
"m": 0.8907526731491089
},
{
"p": 0.09478616714477539,
"m": 0.7065797448158264
},
{
"p": 0.08980478346347809,
"m": 0.9490925073623657
},
{
"p": 0.08289196342229843,
"m": 0.9987671375274658
},
{
"p": 0.08152652531862259,
"m": 1.0
},
{
"p": 0.06273292750120163,
"m": 1.0
},
{
"p": 0.11939524859189987,
"m": 0.5
},
{
"p": 0.03591883182525635,
"m": 0.5
}
]
},
{
"epoch": 116,
"train_loss": 1.7257121801376343,
"val_loss": 0.7871627807617188,
"acc": 71.68,
"time": 311.39022331600427,
"param": [
{
"p": 0.09963791072368622,
"m": 0.5
},
{
"p": 0.0595967136323452,
"m": 0.5
},
{
"p": 0.0750928446650505,
"m": 0.5
},
{
"p": 0.07127910852432251,
"m": 0.8939360976219177
},
{
"p": 0.04604152962565422,
"m": 0.564160943031311
},
{
"p": 0.042411237955093384,
"m": 0.6967917680740356
},
{
"p": 0.06661014258861542,
"m": 0.9717906713485718
},
{
"p": 0.062074363231658936,
"m": 0.7830981612205505
},
{
"p": 0.05417589098215103,
"m": 0.9864641427993774
},
{
"p": 0.07684078067541122,
"m": 0.9912250638008118
},
{
"p": 0.10101962089538574,
"m": 0.9828295111656189
},
{
"p": 0.0733484998345375,
"m": 1.0
},
{
"p": 0.1206880733370781,
"m": 0.5
},
{
"p": 0.051183152943849564,
"m": 0.5
}
]
},
{
"epoch": 117,
"train_loss": 1.3104853630065918,
"val_loss": 0.7481151819229126,
"acc": 72.22,
"time": 311.4481953870272,
"param": [
{
"p": 0.10534012317657471,
"m": 0.5
},
{
"p": 0.007691088132560253,
"m": 0.5
},
{
"p": 0.09963437914848328,
"m": 0.5
},
{
"p": 0.08213094621896744,
"m": 0.9514056444168091
},
{
"p": 0.06700623780488968,
"m": 0.532036304473877
},
{
"p": 0.09513271600008011,
"m": 0.6325095295906067
},
{
"p": 0.07586559653282166,
"m": 0.9995076060295105
},
{
"p": 0.039391595870256424,
"m": 0.8520753979682922
},
{
"p": 0.0976913645863533,
"m": 0.9243875741958618
},
{
"p": 0.08152873069047928,
"m": 0.9999059438705444
},
{
"p": 0.09332811087369919,
"m": 0.9944158792495728
},
{
"p": 0.0677516907453537,
"m": 1.0
},
{
"p": 0.08680939674377441,
"m": 0.5
},
{
"p": 0.0006979882600717247,
"m": 0.5
}
]
},
{
"epoch": 118,
"train_loss": 1.3851139545440674,
"val_loss": 0.9073149561882019,
"acc": 71.86,
"time": 313.10700984398136,
"param": [
{
"p": 0.10565215349197388,
"m": 0.5
},
{
"p": 0.007071090862154961,
"m": 0.5
},
{
"p": 0.08069293200969696,
"m": 0.5
},
{
"p": 0.04976428672671318,
"m": 0.9079933166503906
},
{
"p": 0.05195264145731926,
"m": 0.6749628186225891
},
{
"p": 0.04132469370961189,
"m": 0.4702543616294861
},
{
"p": 0.07003942877054214,
"m": 0.9327775239944458
},
{
"p": 0.07448004186153412,
"m": 0.94044429063797
},
{
"p": 0.11372701078653336,
"m": 0.8953254818916321
},
{
"p": 0.07422178983688354,
"m": 1.0
},
{
"p": 0.0831904336810112,
"m": 0.8844214677810669
},
{
"p": 0.10202119499444962,
"m": 1.0
},
{
"p": 0.09596636146306992,
"m": 0.5
},
{
"p": 0.049895938485860825,
"m": 0.5
}
]
},
{
"epoch": 119,
"train_loss": 1.3608323335647583,
"val_loss": 0.7381434440612793,
"acc": 71.95,
"time": 308.499999955995,
"param": [
{
"p": 0.0970037654042244,
"m": 0.5
},
{
"p": 0.041241321712732315,
"m": 0.5
},
{
"p": 0.08231221139431,
"m": 0.5
},
{
"p": 0.08541157841682434,
"m": 0.9003036022186279
},
{
"p": 0.0703171119093895,
"m": 0.6141356825828552
},
{
"p": 0.07161349803209305,
"m": 0.389207124710083
},
{
"p": 0.10643380880355835,
"m": 0.8326627016067505
},
{
"p": 0.07058686017990112,
"m": 0.9774109721183777
},
{
"p": 0.05032777786254883,
"m": 0.9514667391777039
},
{
"p": 0.04607494920492172,
"m": 1.0
},
{
"p": 0.07313770800828934,
"m": 0.9364599585533142
},
{
"p": 0.10044483840465546,
"m": 1.0
},
{
"p": 0.08735333383083344,
"m": 0.5
},
{
"p": 0.01774129830300808,
"m": 0.5
}
]
},
{
"epoch": 120,
"train_loss": 1.2281689643859863,
"val_loss": 0.8110178112983704,
"acc": 72.12,
"time": 305.719305933977,
"param": [
{
"p": 0.10815886408090591,
"m": 0.5
},
{
"p": 0.036934830248355865,
"m": 0.5
},
{
"p": 0.10141567140817642,
"m": 0.5
},
{
"p": 0.07639706134796143,
"m": 0.9851788282394409
},
{
"p": 0.0404805913567543,
"m": 0.6550295948982239
},
{
"p": 0.07029638439416885,
"m": 0.4973457157611847
},
{
"p": 0.057826295495033264,
"m": 1.0
},
{
"p": 0.04986640810966492,
"m": 0.9570401906967163
},
{
"p": 0.09526900202035904,
"m": 0.945674479007721
},
{
"p": 0.06893458217382431,
"m": 0.9670279026031494
},
{
"p": 0.0813092514872551,
"m": 0.9840086102485657
},
{
"p": 0.1165362149477005,
"m": 0.9289178848266602
},
{
"p": 0.09042564034461975,
"m": 0.5
},
{
"p": 0.006149220280349255,
"m": 0.5
}
]
},
{
"epoch": 121,
"train_loss": 1.721882700920105,
"val_loss": 0.8250512480735779,
"acc": 72.07,
"time": 312.3953789579973,
"param": [
{
"p": 0.06601276248693466,
"m": 0.5
},
{
"p": 0.05901862308382988,
"m": 0.5
},
{
"p": 0.08280716091394424,
"m": 0.5
},
{
"p": 0.05692844092845917,
"m": 1.0
},
{
"p": 0.027049154043197632,
"m": 0.6318853497505188
},
{
"p": 0.06969962269067764,
"m": 0.46195363998413086
},
{
"p": 0.07517153769731522,
"m": 0.9425171613693237
},
{
"p": 0.09048814326524734,
"m": 0.9879417419433594
},
{
"p": 0.07156610488891602,
"m": 0.9314501285552979
},
{
"p": 0.08249494433403015,
"m": 1.0
},
{
"p": 0.06680271774530411,
"m": 0.9336302280426025
},
{
"p": 0.09195008873939514,
"m": 1.0
},
{
"p": 0.1112738624215126,
"m": 0.5
},
{
"p": 0.04873686283826828,
"m": 0.5
}
]
},
{
"epoch": 122,
"train_loss": 1.4541420936584473,
"val_loss": 0.7667825818061829,
"acc": 72.02,
"time": 314.73101672399207,
"param": [
{
"p": 0.09083414077758789,
"m": 0.5
},
{
"p": 0.03890380635857582,
"m": 0.5
},
{
"p": 0.07073105126619339,
"m": 0.5
},
{
"p": 0.0717567428946495,
"m": 1.0
},
{
"p": 0.07415458559989929,
"m": 0.6433371901512146
},
{
"p": 0.08134393393993378,
"m": 0.279916375875473
},
{
"p": 0.07895298302173615,
"m": 1.0
},
{
"p": 0.0509943850338459,
"m": 0.9417130351066589
},
{
"p": 0.07793119549751282,
"m": 0.9667925834655762
},
{
"p": 0.0977020114660263,
"m": 0.9759180545806885
},
{
"p": 0.07569953054189682,
"m": 0.9380007982254028
},
{
"p": 0.06356588006019592,
"m": 1.0
},
{
"p": 0.08714377880096436,
"m": 0.5
},
{
"p": 0.04028598219156265,
"m": 0.5
}
]
},
{
"epoch": 123,
"train_loss": 1.773074984550476,
"val_loss": 0.7656627893447876,
"acc": 72.31,
"time": 303.3851120840118,
"param": [
{
"p": 0.07760123163461685,
"m": 0.5
},
{
"p": 0.06692851334810257,
"m": 0.5
},
{
"p": 0.07689555734395981,
"m": 0.5
},
{
"p": 0.08186838030815125,
"m": 0.9631461501121521
},
{
"p": 0.04057500883936882,
"m": 0.5665127038955688
},
{
"p": 0.06497477740049362,
"m": 0.2500971257686615
},
{
"p": 0.08649132400751114,
"m": 1.0
},
{
"p": 0.0881040021777153,
"m": 0.9646932482719421
},
{
"p": 0.06592870503664017,
"m": 1.0
},
{
"p": 0.042097996920347214,
"m": 1.0
},
{
"p": 0.09992498904466629,
"m": 0.9854102730751038
},
{
"p": 0.06759285926818848,
"m": 1.0
},
{
"p": 0.1027848869562149,
"m": 0.5
},
{
"p": 0.03823181986808777,
"m": 0.5
}
]
},
{
"epoch": 124,
"train_loss": 1.572167992591858,
"val_loss": 0.9063791632652283,
"acc": 72.11,
"time": 300.41794469600427,
"param": [
{
"p": 0.08514892309904099,
"m": 0.5
},
{
"p": 0.04512522369623184,
"m": 0.5
},
{
"p": 0.0769418254494667,
"m": 0.5
},
{
"p": 0.08727436512708664,
"m": 1.0
},
{
"p": 0.05633695423603058,
"m": 0.63777095079422
},
{
"p": 0.06534469127655029,
"m": 0.3891459107398987
},
{
"p": 0.06132432073354721,
"m": 0.9688692092895508
},
{
"p": 0.06809545308351517,
"m": 0.9935345649719238
},
{
"p": 0.07759629935026169,
"m": 0.9622412919998169
},
{
"p": 0.06962823867797852,
"m": 1.0
},
{
"p": 0.05664346367120743,
"m": 0.9913175106048584
},
{
"p": 0.10965271294116974,
"m": 1.0
},
{
"p": 0.11193151026964188,
"m": 0.5
},
{
"p": 0.028955945745110512,
"m": 0.5
}
]
},
{
"epoch": 125,
"train_loss": 1.2637879848480225,
"val_loss": 0.881174623966217,
"acc": 73.31,
"time": 302.25147430298966,
"param": [
{
"p": 0.0845550149679184,
"m": 0.5
},
{
"p": 0.017244311049580574,
"m": 0.5
},
{
"p": 0.07556715607643127,
"m": 0.5
},
{
"p": 0.07038971781730652,
"m": 0.9327427744865417
},
{
"p": 0.06417649984359741,
"m": 0.5500878691673279
},
{
"p": 0.0642707347869873,
"m": 0.44736266136169434
},
{
"p": 0.06534828245639801,
"m": 1.0
},
{
"p": 0.07936602830886841,
"m": 0.9900802373886108
},
{
"p": 0.07670409232378006,
"m": 0.9207078218460083
},
{
"p": 0.09657016396522522,
"m": 0.9904946088790894
},
{
"p": 0.07177899777889252,
"m": 0.9746402502059937
},
{
"p": 0.08976686745882034,
"m": 1.0
},
{
"p": 0.11272678524255753,
"m": 0.5
},
{
"p": 0.03153544291853905,
"m": 0.5
}
]
},
{
"epoch": 126,
"train_loss": 1.4596574306488037,
"val_loss": 0.8956115245819092,
"acc": 72.32,
"time": 311.74839993499336,
"param": [
{
"p": 0.1030425950884819,
"m": 0.5
},
{
"p": 0.01823846995830536,
"m": 0.5
},
{
"p": 0.06644107401371002,
"m": 0.5
},
{
"p": 0.07926993817090988,
"m": 0.9329522252082825
},
{
"p": 0.058436211198568344,
"m": 0.5537301301956177
},
{
"p": 0.09534123539924622,
"m": 0.6753445267677307
},
{
"p": 0.05019093304872513,
"m": 0.9978967308998108
},
{
"p": 0.04688136652112007,
"m": 0.9550530910491943
},
{
"p": 0.07094664871692657,
"m": 0.9773407578468323
},
{
"p": 0.058886803686618805,
"m": 1.0
},
{
"p": 0.10250261425971985,
"m": 0.9641167521476746
},
{
"p": 0.08478357642889023,
"m": 1.0
},
{
"p": 0.12178607285022736,
"m": 0.5
},
{
"p": 0.043252505362033844,
"m": 0.5
}
]
},
{
"epoch": 127,
"train_loss": 1.3491640090942383,
"val_loss": 0.7079175114631653,
"acc": 72.29,
"time": 313.93400741697405,
"param": [
{
"p": 0.09529481828212738,
"m": 0.5
},
{
"p": 0.021830707788467407,
"m": 0.5
},
{
"p": 0.09072224050760269,
"m": 0.5
},
{
"p": 0.03186863660812378,
"m": 0.9480687379837036
},
{
"p": 0.07744115591049194,
"m": 0.4599722921848297
},
{
"p": 0.031351182609796524,
"m": 0.6212731599807739
},
{
"p": 0.0866757333278656,
"m": 0.9754104018211365
},
{
"p": 0.06318289041519165,
"m": 0.885775089263916
},
{
"p": 0.0970727801322937,
"m": 0.9361507892608643
},
{
"p": 0.05104883387684822,
"m": 0.9162387847900391
},
{
"p": 0.09017539769411087,
"m": 1.0
},
{
"p": 0.10174693167209625,
"m": 1.0
},
{
"p": 0.12509800493717194,
"m": 0.5
},
{
"p": 0.03649071231484413,
"m": 0.5
}
]
},
{
"epoch": 128,
"train_loss": 1.5688903331756592,
"val_loss": 0.7446689009666443,
"acc": 72.97,
"time": 313.7410486419976,
"param": [
{
"p": 0.09172032028436661,
"m": 0.5
},
{
"p": 0.05938073247671127,
"m": 0.5
},
{
"p": 0.049596577882766724,
"m": 0.5
},
{
"p": 0.07916731387376785,
"m": 0.9563629627227783
},
{
"p": 0.0695946216583252,
"m": 0.45167794823646545
},
{
"p": 0.03675020486116409,
"m": 0.6357851624488831
},
{
"p": 0.07268059998750687,
"m": 1.0
},
{
"p": 0.07015840709209442,
"m": 0.9763125777244568
},
{
"p": 0.11851362138986588,
"m": 0.990726113319397
},
{
"p": 0.06434018909931183,
"m": 0.9646823406219482
},
{
"p": 0.08058974146842957,
"m": 0.9790268540382385
},
{
"p": 0.11505495011806488,
"m": 1.0
},
{
"p": 0.09175410866737366,
"m": 0.5
},
{
"p": 0.0006985013606026769,
"m": 0.5
}
]
},
{
"epoch": 129,
"train_loss": 1.667777419090271,
"val_loss": 0.6960758566856384,
"acc": 72.74,
"time": 315.0865126019926,
"param": [
{
"p": 0.07030326128005981,
"m": 0.5
},
{
"p": 0.02837645821273327,
"m": 0.5
},
{
"p": 0.09326055645942688,
"m": 0.5
},
{
"p": 0.05048055574297905,
"m": 0.9593079090118408
},
{
"p": 0.057716004550457,
"m": 0.6062024831771851
},
{
"p": 0.07548313587903976,
"m": 0.5706855654716492
},
{
"p": 0.06912682950496674,
"m": 0.9626566767692566
},
{
"p": 0.07418542355298996,
"m": 0.8357198238372803
},
{
"p": 0.07174154371023178,
"m": 0.978939950466156
},
{
"p": 0.07490172237157822,
"m": 0.9987409114837646
},
{
"p": 0.09604942053556442,
"m": 1.0
},
{
"p": 0.09434099495410919,
"m": 0.9980118274688721
},
{
"p": 0.10882962495088577,
"m": 0.5
},
{
"p": 0.03520450368523598,
"m": 0.5
}
]
},
{
"epoch": 130,
"train_loss": 1.3138198852539062,
"val_loss": 0.7675766944885254,
"acc": 73.06,
"time": 314.42056348198093,
"param": [
{
"p": 0.09925420582294464,
"m": 0.5
},
{
"p": 0.03568526357412338,
"m": 0.5
},
{
"p": 0.07626626640558243,
"m": 0.5
},
{
"p": 0.02354985661804676,
"m": 0.9961757063865662
},
{
"p": 0.041479792445898056,
"m": 0.5875762104988098
},
{
"p": 0.056823305785655975,
"m": 0.6718085408210754
},
{
"p": 0.1091369017958641,
"m": 0.9339371919631958
},
{
"p": 0.09325413405895233,
"m": 0.9403753280639648
},
{
"p": 0.07258763164281845,
"m": 0.9164989590644836
},
{
"p": 0.09621156752109528,
"m": 0.9907731413841248
},
{
"p": 0.09018615633249283,
"m": 0.8766700029373169
},
{
"p": 0.09249923378229141,
"m": 1.0
},
{
"p": 0.10810624808073044,
"m": 0.5
},
{
"p": 0.00495937978848815,
"m": 0.5
}
]
},
{
"epoch": 131,
"train_loss": 1.620497226715088,
"val_loss": 0.8057871460914612,
"acc": 71.85,
"time": 311.8188647250063,
"param": [
{
"p": 0.10533276200294495,
"m": 0.5
},
{
"p": 0.03240944817662239,
"m": 0.5
},
{
"p": 0.08904770761728287,
"m": 0.5
},
{
"p": 0.0740104541182518,
"m": 0.9724576473236084
},
{
"p": 0.05691440403461456,
"m": 0.5739316940307617
},
{
"p": 0.05646882951259613,
"m": 0.64714115858078
},
{
"p": 0.09019459038972855,
"m": 1.0
},
{
"p": 0.06342583894729614,
"m": 0.8686153888702393
},
{
"p": 0.08359666913747787,
"m": 0.9042131304740906
},
{
"p": 0.08425864577293396,
"m": 1.0
},
{
"p": 0.08774933964014053,
"m": 0.8896815776824951
},
{
"p": 0.0707760751247406,
"m": 1.0
},
{
"p": 0.06349844485521317,
"m": 0.5
},
{
"p": 0.042316876351833344,
"m": 0.5
}
]
},
{
"epoch": 132,
"train_loss": 1.5593024492263794,
"val_loss": 0.8230396509170532,
"acc": 72.69,
"time": 310.9429204740154,
"param": [
{
"p": 0.09458155184984207,
"m": 0.5
},
{
"p": 0.029030898585915565,
"m": 0.5
},
{
"p": 0.09322568029165268,
"m": 0.5
},
{
"p": 0.054652247577905655,
"m": 0.9194727540016174
},
{
"p": 0.04241757467389107,
"m": 0.4890628159046173
},
{
"p": 0.06725557893514633,
"m": 0.5696620345115662
},
{
"p": 0.0925753116607666,
"m": 0.9845539331436157
},
{
"p": 0.07242555171251297,
"m": 0.941911518573761
},
{
"p": 0.08337395638227463,
"m": 0.966860294342041
},
{
"p": 0.10382237285375595,
"m": 1.0
},
{
"p": 0.07347068190574646,
"m": 0.8861563801765442
},
{
"p": 0.060618337243795395,
"m": 0.9996680021286011
},
{
"p": 0.0790567621588707,
"m": 0.5
},
{
"p": 0.05349345505237579,
"m": 0.5
}
]
},
{
"epoch": 133,
"train_loss": 1.7707312107086182,
"val_loss": 0.8778925538063049,
"acc": 72.46,
"time": 306.15699913399294,
"param": [
{
"p": 0.08324533700942993,
"m": 0.5
},
{
"p": 0.06900936365127563,
"m": 0.5
},
{
"p": 0.08224780857563019,
"m": 0.5
},
{
"p": 0.08720473200082779,
"m": 0.8081110715866089
},
{
"p": 0.06027323380112648,
"m": 0.3226892948150635
},
{
"p": 0.0647127628326416,
"m": 0.6290793418884277
},
{
"p": 0.06546004116535187,
"m": 0.991868793964386
},
{
"p": 0.08532635122537613,
"m": 0.980344295501709
},
{
"p": 0.06267736107110977,
"m": 0.9565355181694031
},
{
"p": 0.07400940358638763,
"m": 0.9336591958999634
},
{
"p": 0.07055885344743729,
"m": 0.9675285816192627
},
{
"p": 0.08048702776432037,
"m": 1.0
},
{
"p": 0.08048456907272339,
"m": 0.5
},
{
"p": 0.03430306911468506,
"m": 0.5
}
]
},
{
"epoch": 134,
"train_loss": 1.5741558074951172,
"val_loss": 0.770315945148468,
"acc": 71.81,
"time": 305.42410435399506,
"param": [
{
"p": 0.11087366193532944,
"m": 0.5
},
{
"p": 0.04882420599460602,
"m": 0.5
},
{
"p": 0.08390453457832336,
"m": 0.5
},
{
"p": 0.05796113237738609,
"m": 0.7128443121910095
},
{
"p": 0.05800633504986763,
"m": 0.4870452880859375
},
{
"p": 0.047122351825237274,
"m": 0.5621480941772461
},
{
"p": 0.08100387454032898,
"m": 0.9851958751678467
},
{
"p": 0.06491720676422119,
"m": 0.9195975065231323
},
{
"p": 0.08246028423309326,
"m": 0.9434375762939453
},
{
"p": 0.06801313906908035,
"m": 0.9378622770309448
},
{
"p": 0.06995360553264618,
"m": 1.0
},
{
"p": 0.1010453924536705,
"m": 0.995512068271637
},
{
"p": 0.07998840510845184,
"m": 0.5
},
{
"p": 0.04592592641711235,
"m": 0.5
}
]
},
{
"epoch": 135,
"train_loss": 1.5435410737991333,
"val_loss": 0.760699450969696,
"acc": 72.62,
"time": 318.89561815201887,
"param": [
{
"p": 0.08940496295690536,
"m": 0.5
},
{
"p": 0.04601600021123886,
"m": 0.5
},
{
"p": 0.09185758978128433,
"m": 0.5
},
{
"p": 0.07939182221889496,
"m": 0.776130735874176
},
{
"p": 0.037342097610235214,
"m": 0.5897341370582581
},
{
"p": 0.03231314942240715,
"m": 0.5704079866409302
},
{
"p": 0.06418900936841965,
"m": 0.9862852692604065
},
{
"p": 0.0733909085392952,
"m": 0.8901568055152893
},
{
"p": 0.09106219559907913,
"m": 0.9957340359687805
},
{
"p": 0.08620613068342209,
"m": 1.0
},
{
"p": 0.0744168758392334,
"m": 0.9973646998405457
},
{
"p": 0.09336218237876892,
"m": 1.0
},
{
"p": 0.11273528635501862,
"m": 0.5
},
{
"p": 0.028311723843216896,
"m": 0.5
}
]
},
{
"epoch": 136,
"train_loss": 1.3614771366119385,
"val_loss": 0.7937819957733154,
"acc": 73.18,
"time": 317.5610206560232,
"param": [
{
"p": 0.09977472573518753,
"m": 0.5
},
{
"p": 0.03616416081786156,
"m": 0.5
},
{
"p": 0.07028396427631378,
"m": 0.5
},
{
"p": 0.06923980265855789,
"m": 0.795052170753479
},
{
"p": 0.03886546194553375,
"m": 0.7700157165527344
},
{
"p": 0.03188743814826012,
"m": 0.47040891647338867
},
{
"p": 0.08477722853422165,
"m": 0.9555010199546814
},
{
"p": 0.0883796438574791,
"m": 0.7859290838241577
},
{
"p": 0.07485288381576538,
"m": 0.97214275598526
},
{
"p": 0.09134406596422195,
"m": 1.0
},
{
"p": 0.08300049602985382,
"m": 0.9890264272689819
},
{
"p": 0.08128123730421066,
"m": 1.0
},
{
"p": 0.09961709380149841,
"m": 0.5
},
{
"p": 0.05053175985813141,
"m": 0.5
}
]
},
{
"epoch": 137,
"train_loss": 1.4267634153366089,
"val_loss": 0.8039350509643555,
"acc": 72.47,
"time": 315.13152003099094,
"param": [
{
"p": 0.055082015693187714,
"m": 0.5
},
{
"p": 0.06965988874435425,
"m": 0.5
},
{
"p": 0.08790230005979538,
"m": 0.5
},
{
"p": 0.06445049494504929,
"m": 0.9708356857299805
},
{
"p": 0.07193052023649216,
"m": 0.7996600866317749
},
{
"p": 0.05294647812843323,
"m": 0.4454626441001892
},
{
"p": 0.08785470575094223,
"m": 0.9107089042663574
},
{
"p": 0.06760015338659286,
"m": 0.9002240300178528
},
{
"p": 0.06408312171697617,
"m": 0.9542043209075928
},
{
"p": 0.08389092981815338,
"m": 0.9992145299911499
},
{
"p": 0.06196333467960358,
"m": 0.9464201331138611
},
{
"p": 0.10404376685619354,
"m": 1.0
},
{
"p": 0.10874217003583908,
"m": 0.5
},
{
"p": 0.0198502317070961,
"m": 0.5
}
]
},
{
"epoch": 138,
"train_loss": 1.4581278562545776,
"val_loss": 0.7778709530830383,
"acc": 72.64,
"time": 325.26972768100677,
"param": [
{
"p": 0.09429698437452316,
"m": 0.5
},
{
"p": 0.0006944155320525169,
"m": 0.5
},
{
"p": 0.08200307190418243,
"m": 0.5
},
{
"p": 0.05167345702648163,
"m": 0.995501697063446
},
{
"p": 0.07195594906806946,
"m": 0.7982427477836609
},
{
"p": 0.058172814548015594,
"m": 0.38866889476776123
},
{
"p": 0.07995299994945526,
"m": 0.8695234656333923
},
{
"p": 0.07061156630516052,
"m": 0.8540483117103577
},
{
"p": 0.07521265000104904,
"m": 0.9128267765045166
},
{
"p": 0.08088023960590363,
"m": 1.0
},
{
"p": 0.08946148306131363,
"m": 0.8928868770599365
},
{
"p": 0.10189427435398102,
"m": 1.0
},
{
"p": 0.093925341963768,
"m": 0.5
},
{
"p": 0.049264829605817795,
"m": 0.5
}
]
},
{
"epoch": 139,
"train_loss": 1.7894095182418823,
"val_loss": 0.8821349143981934,
"acc": 72.77,
"time": 322.60048429100425,
"param": [
{
"p": 0.10565360635519028,
"m": 0.5
},
{
"p": 0.05179257690906525,
"m": 0.5
},
{
"p": 0.0896177887916565,
"m": 0.5
},
{
"p": 0.05773923173546791,
"m": 0.9452154636383057
},
{
"p": 0.04074858874082565,
"m": 0.7976434826850891
},
{
"p": 0.03671696409583092,
"m": 0.46712806820869446
},
{
"p": 0.09371544420719147,
"m": 0.9315868020057678
},
{
"p": 0.09013461321592331,
"m": 0.9043239951133728
},
{
"p": 0.10132089257240295,
"m": 0.9718924164772034
},
{
"p": 0.08387110382318497,
"m": 0.9853143692016602
},
{
"p": 0.06308842450380325,
"m": 1.0
},
{
"p": 0.07238709926605225,
"m": 1.0
},
{
"p": 0.06947098672389984,
"m": 0.5
},
{
"p": 0.043742697685956955,
"m": 0.5
}
]
},
{
"epoch": 140,
"train_loss": 1.6474313735961914,
"val_loss": 0.9260216951370239,
"acc": 72.47,
"time": 310.67552662899834,
"param": [
{
"p": 0.07154679298400879,
"m": 0.5
},
{
"p": 0.03856784477829933,
"m": 0.5
},
{
"p": 0.0748870000243187,
"m": 0.5
},
{
"p": 0.054267290979623795,
"m": 0.7529537677764893
},
{
"p": 0.06942577660083771,
"m": 0.7801269292831421
},
{
"p": 0.06919950246810913,
"m": 0.5535962581634521
},
{
"p": 0.056324802339076996,
"m": 0.9983145594596863
},
{
"p": 0.09103171527385712,
"m": 0.9854373931884766
},
{
"p": 0.05588357895612717,
"m": 0.821729838848114
},
{
"p": 0.09696553647518158,
"m": 1.0
},
{
"p": 0.0910995677113533,
"m": 0.9602289199829102
},
{
"p": 0.0862642377614975,
"m": 1.0
},
{
"p": 0.09754277020692825,
"m": 0.5
},
{
"p": 0.046993598341941833,
"m": 0.5
}
]
},
{
"epoch": 141,
"train_loss": 1.8549293279647827,
"val_loss": 0.902847409248352,
"acc": 71.16,
"time": 314.90458317499724,
"param": [
{
"p": 0.10249535739421844,
"m": 0.5
},
{
"p": 0.03665952757000923,
"m": 0.5
},
{
"p": 0.08392999321222305,
"m": 0.5
},
{
"p": 0.05843157693743706,
"m": 0.8642052412033081
},
{
"p": 0.047389835119247437,
"m": 0.7290456891059875
},
{
"p": 0.0652003362774849,
"m": 0.6025537252426147
},
{
"p": 0.07649561017751694,
"m": 1.0
},
{
"p": 0.08172494173049927,
"m": 0.8943482637405396
},
{
"p": 0.0809088721871376,
"m": 0.8831876516342163
},
{
"p": 0.05410904064774513,
"m": 1.0
},
{
"p": 0.07523475587368011,
"m": 0.9855459332466125
},
{
"p": 0.09703155606985092,
"m": 1.0
},
{
"p": 0.09622304886579514,
"m": 0.5
},
{
"p": 0.044165607541799545,
"m": 0.5
}
]
},
{
"epoch": 142,
"train_loss": 1.3327927589416504,
"val_loss": 0.7751933336257935,
"acc": 73.16,
"time": 312.0006941250176,
"param": [
{
"p": 0.08977142721414566,
"m": 0.5
},
{
"p": 0.037441447377204895,
"m": 0.5
},
{
"p": 0.08317210525274277,
"m": 0.5
},
{
"p": 0.06183867156505585,
"m": 0.918883204460144
},
{
"p": 0.06411381810903549,
"m": 0.6572952270507812
},
{
"p": 0.0693279355764389,
"m": 0.5896062254905701
},
{
"p": 0.05401173606514931,
"m": 0.9623274207115173
},
{
"p": 0.0890377089381218,
"m": 0.9765993356704712
},
{
"p": 0.07172316312789917,
"m": 0.9161221385002136
},
{
"p": 0.08553460985422134,
"m": 1.0
},
{
"p": 0.08541963249444962,
"m": 0.833701491355896
},
{
"p": 0.06842701882123947,
"m": 1.0
},
{
"p": 0.09686213731765747,
"m": 0.5
},
{
"p": 0.043318625539541245,
"m": 0.5
}
]
},
{
"epoch": 143,
"train_loss": 1.5515862703323364,
"val_loss": 0.8696171641349792,
"acc": 73.17,
"time": 316.5534097700147,
"param": [
{
"p": 0.11567210406064987,
"m": 0.5
},
{
"p": 0.03745410591363907,
"m": 0.5
},
{
"p": 0.106599360704422,
"m": 0.5
},
{
"p": 0.06685324758291245,
"m": 0.8379702568054199
},
{
"p": 0.07760361582040787,
"m": 0.5858438611030579
},
{
"p": 0.04965527355670929,
"m": 0.5844283103942871
},
{
"p": 0.08031411468982697,
"m": 0.9700125455856323
},
{
"p": 0.06782110780477524,
"m": 0.9093949794769287
},
{
"p": 0.0835661068558693,
"m": 0.8992534279823303
},
{
"p": 0.0693267360329628,
"m": 1.0
},
{
"p": 0.05929683521389961,
"m": 0.8378470540046692
},
{
"p": 0.0638752430677414,
"m": 1.0
},
{
"p": 0.06653665006160736,
"m": 0.5
},
{
"p": 0.05542537197470665,
"m": 0.5
}
]
},
{
"epoch": 144,
"train_loss": 1.8058133125305176,
"val_loss": 0.8032923340797424,
"acc": 72.97,
"time": 306.10641946899705,
"param": [
{
"p": 0.06469061225652695,
"m": 0.5
},
{
"p": 0.053326547145843506,
"m": 0.5
},
{
"p": 0.0793289765715599,
"m": 0.5
},
{
"p": 0.055345647037029266,
"m": 1.0
},
{
"p": 0.049368616193532944,
"m": 0.613153338432312
},
{
"p": 0.053714580833911896,
"m": 0.6736644506454468
},
{
"p": 0.0830986350774765,
"m": 0.9225020408630371
},
{
"p": 0.07762358337640762,
"m": 0.9426060914993286
},
{
"p": 0.08661921322345734,
"m": 0.9701760411262512
},
{
"p": 0.07748687267303467,
"m": 1.0
},
{
"p": 0.0984446257352829,
"m": 0.8949312567710876
},
{
"p": 0.06968754529953003,
"m": 1.0
},
{
"p": 0.10872286558151245,
"m": 0.5
},
{
"p": 0.042541708797216415,
"m": 0.5
}
]
},
{
"epoch": 145,
"train_loss": 1.3876549005508423,
"val_loss": 0.7415580749511719,
"acc": 72.75,
"time": 319.2351083389949,
"param": [
{
"p": 0.08784747123718262,
"m": 0.5
},
{
"p": 0.058497354388237,
"m": 0.5
},
{
"p": 0.06190832331776619,
"m": 0.5
},
{
"p": 0.07467144727706909,
"m": 0.9265859127044678
},
{
"p": 0.04838832467794418,
"m": 0.6163315176963806
},
{
"p": 0.06526102125644684,
"m": 0.7841958403587341
},
{
"p": 0.07432717829942703,
"m": 1.0
},
{
"p": 0.06939917057752609,
"m": 0.9000905156135559
},
{
"p": 0.0894327461719513,
"m": 0.986190140247345
},
{
"p": 0.08792811632156372,
"m": 1.0
},
{
"p": 0.08890055119991302,
"m": 0.8722362518310547
},
{
"p": 0.06736060976982117,
"m": 1.0
},
{
"p": 0.09722869843244553,
"m": 0.5
},
{
"p": 0.028848884627223015,
"m": 0.5
}
]
},
{
"epoch": 146,
"train_loss": 1.5048973560333252,
"val_loss": 0.8333743214607239,
"acc": 72.28,
"time": 311.9914270770096,
"param": [
{
"p": 0.09984870254993439,
"m": 0.5
},
{
"p": 0.028259286656975746,
"m": 0.5
},
{
"p": 0.06362408399581909,
"m": 0.5
},
{
"p": 0.09834481030702591,
"m": 0.8375695943832397
},
{
"p": 0.06330133974552155,
"m": 0.6335278153419495
},
{
"p": 0.04234203323721886,
"m": 0.7030336260795593
},
{
"p": 0.0748317763209343,
"m": 0.9526439905166626
},
{
"p": 0.077308289706707,
"m": 0.8078710436820984
},
{
"p": 0.07773232460021973,
"m": 0.960106611251831
},
{
"p": 0.08071941137313843,
"m": 1.0
},
{
"p": 0.07187560200691223,
"m": 0.915876567363739
},
{
"p": 0.09113539755344391,
"m": 1.0
},
{
"p": 0.07351906597614288,
"m": 0.5
},
{
"p": 0.05715787038207054,
"m": 0.5
}
]
},
{
"epoch": 147,
"train_loss": 1.7081135511398315,
"val_loss": 0.8206931352615356,
"acc": 73.4,
"time": 312.65974731501774,
"param": [
{
"p": 0.04811890423297882,
"m": 0.5
},
{
"p": 0.05463579669594765,
"m": 0.5
},
{
"p": 0.05384848639369011,
"m": 0.5
},
{
"p": 0.03651968762278557,
"m": 0.8304653167724609
},
{
"p": 0.0414021834731102,
"m": 0.4448907673358917
},
{
"p": 0.04236981272697449,
"m": 0.6597525477409363
},
{
"p": 0.07851725071668625,
"m": 0.9989494681358337
},
{
"p": 0.08606241643428802,
"m": 0.7153494954109192
},
{
"p": 0.09473595768213272,
"m": 0.8085111975669861
},
{
"p": 0.08374593406915665,
"m": 0.9960595965385437
},
{
"p": 0.11724220961332321,
"m": 0.9961882829666138
},
{
"p": 0.09830651432275772,
"m": 1.0
},
{
"p": 0.10825617611408234,
"m": 0.5
},
{
"p": 0.05623864755034447,
"m": 0.5
}
]
},
{
"epoch": 148,
"train_loss": 1.2361260652542114,
"val_loss": 0.876492977142334,
"acc": 73.29,
"time": 316.8361047070066,
"param": [
{
"p": 0.06115987151861191,
"m": 0.5
},
{
"p": 0.0571063831448555,
"m": 0.5
},
{
"p": 0.08990801870822906,
"m": 0.5
},
{
"p": 0.07133416831493378,
"m": 0.750244140625
},
{
"p": 0.08595851063728333,
"m": 0.3285650312900543
},
{
"p": 0.06878669559955597,
"m": 0.6564852595329285
},
{
"p": 0.0759805217385292,
"m": 0.9120787382125854
},
{
"p": 0.08485966175794601,
"m": 0.7900232672691345
},
{
"p": 0.08639723062515259,
"m": 0.8202428221702576
},
{
"p": 0.04676671698689461,
"m": 0.9867255091667175
},
{
"p": 0.08214543759822845,
"m": 0.8141714930534363
},
{
"p": 0.07095610350370407,
"m": 1.0
},
{
"p": 0.07899556308984756,
"m": 0.5
},
{
"p": 0.03964509814977646,
"m": 0.5
}
]
},
{
"epoch": 149,
"train_loss": 0.9428642988204956,
"val_loss": 0.6567363142967224,
"acc": 73.58,
"time": 307.82611749198986,
"param": [
{
"p": 0.08065792918205261,
"m": 0.5
},
{
"p": 0.062248408794403076,
"m": 0.5
},
{
"p": 0.09881103038787842,
"m": 0.5
},
{
"p": 0.05658884346485138,
"m": 0.8293363451957703
},
{
"p": 0.06171959266066551,
"m": 0.20898056030273438
},
{
"p": 0.05851448327302933,
"m": 0.6033369302749634
},
{
"p": 0.08166364580392838,
"m": 0.8933987617492676
},
{
"p": 0.05123462527990341,
"m": 0.7525357007980347
},
{
"p": 0.09980517625808716,
"m": 1.0
},
{
"p": 0.06843142956495285,
"m": 0.988463819026947
},
{
"p": 0.0765477642416954,
"m": 0.8589475154876709
},
{
"p": 0.06783155351877213,
"m": 1.0
},
{
"p": 0.09152837097644806,
"m": 0.5
},
{
"p": 0.0444171242415905,
"m": 0.5
}
]
},
{
"epoch": 150,
"train_loss": 1.265181064605713,
"val_loss": 0.7784175276756287,
"acc": 73.55,
"time": 315.5197802360053,
"param": [
{
"p": 0.09013716131448746,
"m": 0.5
},
{
"p": 0.0652044489979744,
"m": 0.5
},
{
"p": 0.07347044348716736,
"m": 0.5
},
{
"p": 0.08920890092849731,
"m": 0.9842970967292786
},
{
"p": 0.05730853229761124,
"m": 0.31757816672325134
},
{
"p": 0.06163705512881279,
"m": 0.5258979797363281
},
{
"p": 0.0646435096859932,
"m": 1.0
},
{
"p": 0.05902910977602005,
"m": 0.695635974407196
},
{
"p": 0.07343830168247223,
"m": 0.988305926322937
},
{
"p": 0.066083163022995,
"m": 0.9982814788818359
},
{
"p": 0.08800394088029861,
"m": 0.8762921094894409
},
{
"p": 0.10104051977396011,
"m": 1.0
},
{
"p": 0.07486962527036667,
"m": 0.5
},
{
"p": 0.0359252393245697,
"m": 0.5
}
]
},
{
"epoch": 151,
"train_loss": 1.3428767919540405,
"val_loss": 0.8452020287513733,
"acc": 72.75,
"time": 308.41575789198396,
"param": [
{
"p": 0.09728504717350006,
"m": 0.5
},
{
"p": 0.022937055677175522,
"m": 0.5
},
{
"p": 0.08452323079109192,
"m": 0.5
},
{
"p": 0.07908203452825546,
"m": 0.9919312596321106
},
{
"p": 0.08459652960300446,
"m": 0.4061257243156433
},
{
"p": 0.038462426513433456,
"m": 0.4316817820072174
},
{
"p": 0.09736410528421402,
"m": 1.0
},
{
"p": 0.07141812145709991,
"m": 0.9385221004486084
},
{
"p": 0.06777886301279068,
"m": 0.9753490686416626
},
{
"p": 0.0886816754937172,
"m": 0.9979358315467834
},
{
"p": 0.09168915450572968,
"m": 0.8279989957809448
},
{
"p": 0.08539155125617981,
"m": 0.9983155727386475
},
{
"p": 0.06342624872922897,
"m": 0.5
},
{
"p": 0.027363957837224007,
"m": 0.5
}
]
},
{
"epoch": 152,
"train_loss": 1.0927709341049194,
"val_loss": 0.7945255041122437,
"acc": 73.27,
"time": 298.7667050420132,
"param": [
{
"p": 0.07175219804048538,
"m": 0.5
},
{
"p": 0.049613792449235916,
"m": 0.5
},
{
"p": 0.08310335874557495,
"m": 0.5
},
{
"p": 0.08215153217315674,
"m": 0.9039457440376282
},
{
"p": 0.08032560348510742,
"m": 0.5375151038169861
},
{
"p": 0.056799739599227905,
"m": 0.3909772038459778
},
{
"p": 0.0894811674952507,
"m": 1.0
},
{
"p": 0.08774598687887192,
"m": 0.8912262320518494
},
{
"p": 0.08234479278326035,
"m": 0.9015107750892639
},
{
"p": 0.089187853038311,
"m": 0.9302002191543579
},
{
"p": 0.05473940446972847,
"m": 0.8133296966552734
},
{
"p": 0.09201207756996155,
"m": 1.0
},
{
"p": 0.059123631566762924,
"m": 0.5
},
{
"p": 0.02161886729300022,
"m": 0.5
}
]
},
{
"epoch": 153,
"train_loss": 1.455143928527832,
"val_loss": 0.8952134847640991,
"acc": 72.37,
"time": 317.41490482800873,
"param": [
{
"p": 0.09798528254032135,
"m": 0.5
},
{
"p": 0.045244209468364716,
"m": 0.5
},
{
"p": 0.09753379225730896,
"m": 0.5
},
{
"p": 0.0813327208161354,
"m": 1.0
},
{
"p": 0.06117699295282364,
"m": 0.6485588550567627
},
{
"p": 0.05916483327746391,
"m": 0.4400043785572052
},
{
"p": 0.06201959773898125,
"m": 0.9593446254730225
},
{
"p": 0.07081826031208038,
"m": 0.9075847268104553
},
{
"p": 0.07578185945749283,
"m": 0.8253238797187805
},
{
"p": 0.084042988717556,
"m": 0.8268373012542725
},
{
"p": 0.05412674322724342,
"m": 0.878355860710144
},
{
"p": 0.06606406718492508,
"m": 1.0
},
{
"p": 0.09679575264453888,
"m": 0.5
},
{
"p": 0.04791280999779701,
"m": 0.5
}
]
},
{
"epoch": 154,
"train_loss": 1.8018803596496582,
"val_loss": 0.834325909614563,
"acc": 73.17,
"time": 316.06565154797863,
"param": [
{
"p": 0.08100325614213943,
"m": 0.5
},
{
"p": 0.04254501685500145,
"m": 0.5
},
{
"p": 0.07843183726072311,
"m": 0.5
},
{
"p": 0.052671611309051514,
"m": 0.9494971036911011
},
{
"p": 0.06980103999376297,
"m": 0.548732578754425
},
{
"p": 0.07094649225473404,
"m": 0.414519339799881
},
{
"p": 0.07892883569002151,
"m": 0.9919834733009338
},
{
"p": 0.05382038280367851,
"m": 0.9002187848091125
},
{
"p": 0.0762510597705841,
"m": 0.9359636306762695
},
{
"p": 0.10609252750873566,
"m": 0.9526327848434448
},
{
"p": 0.07154429703950882,
"m": 0.9272795915603638
},
{
"p": 0.09031632542610168,
"m": 1.0
},
{
"p": 0.08356575667858124,
"m": 0.5
},
{
"p": 0.04408150166273117,
"m": 0.5
}
]
},
{
"epoch": 155,
"train_loss": 1.2851567268371582,
"val_loss": 0.8359468579292297,
"acc": 73.33,
"time": 316.99060373500106,
"param": [
{
"p": 0.10193566232919693,
"m": 0.5
},
{
"p": 0.043716516345739365,
"m": 0.5
},
{
"p": 0.08887767046689987,
"m": 0.5
},
{
"p": 0.08609813451766968,
"m": 0.9553961753845215
},
{
"p": 0.052532486617565155,
"m": 0.4411485195159912
},
{
"p": 0.061605554074048996,
"m": 0.41243883967399597
},
{
"p": 0.08856479823589325,
"m": 1.0
},
{
"p": 0.058719780296087265,
"m": 0.8826438188552856
},
{
"p": 0.06802167743444443,
"m": 0.9328469038009644
},
{
"p": 0.08079462498426437,
"m": 1.0
},
{
"p": 0.0774165466427803,
"m": 0.8776640892028809
},
{
"p": 0.09646496176719666,
"m": 1.0
},
{
"p": 0.0637601688504219,
"m": 0.5
},
{
"p": 0.03149142116308212,
"m": 0.5
}
]
},
{
"epoch": 156,
"train_loss": 1.2145226001739502,
"val_loss": 0.7672486901283264,
"acc": 73.16,
"time": 317.32188200298697,
"param": [
{
"p": 0.08099465817213058,
"m": 0.5
},
{
"p": 0.040796469897031784,
"m": 0.5
},
{
"p": 0.10625066608190536,
"m": 0.5
},
{
"p": 0.06556471437215805,
"m": 0.7956346273422241
},
{
"p": 0.07711759209632874,
"m": 0.3961300253868103
},
{
"p": 0.06008429452776909,
"m": 0.29250016808509827
},
{
"p": 0.0668051466345787,
"m": 0.9121805429458618
},
{
"p": 0.03660986199975014,
"m": 0.8250921368598938
},
{
"p": 0.09437000006437302,
"m": 0.9017934799194336
},
{
"p": 0.09137886017560959,
"m": 1.0
},
{
"p": 0.069302998483181,
"m": 0.6957756280899048
},
{
"p": 0.09567849338054657,
"m": 1.0
},
{
"p": 0.07213519513607025,
"m": 0.5
},
{
"p": 0.042910996824502945,
"m": 0.5
}
]
},
{
"epoch": 157,
"train_loss": 1.6489895582199097,
"val_loss": 0.6924418210983276,
"acc": 72.81,
"time": 312.22872412900324,
"param": [
{
"p": 0.08045727759599686,
"m": 0.5
},
{
"p": 0.05501478910446167,
"m": 0.5
},
{
"p": 0.09287089109420776,
"m": 0.5
},
{
"p": 0.04691201448440552,
"m": 0.8606656789779663
},
{
"p": 0.05782106891274452,
"m": 0.3042101263999939
},
{
"p": 0.06631461530923843,
"m": 0.3722154200077057
},
{
"p": 0.08127643167972565,
"m": 0.8826228380203247
},
{
"p": 0.07957324385643005,
"m": 0.806091845035553
},
{
"p": 0.09619010984897614,
"m": 0.8533009886741638
},
{
"p": 0.048270922154188156,
"m": 0.9795429110527039
},
{
"p": 0.07185816764831543,
"m": 0.6878299117088318
},
{
"p": 0.08505623042583466,
"m": 0.982620894908905
},
{
"p": 0.09261657297611237,
"m": 0.5
},
{
"p": 0.04576771333813667,
"m": 0.5
}
]
},
{
"epoch": 158,
"train_loss": 1.1957842111587524,
"val_loss": 0.76492840051651,
"acc": 73.13,
"time": 307.94534876401303,
"param": [
{
"p": 0.07152052968740463,
"m": 0.5
},
{
"p": 0.0684548020362854,
"m": 0.5
},
{
"p": 0.06774083524942398,
"m": 0.5
},
{
"p": 0.03691037744283676,
"m": 0.8297802805900574
},
{
"p": 0.07204247266054153,
"m": 0.15396592020988464
},
{
"p": 0.06482981145381927,
"m": 0.42179983854293823
},
{
"p": 0.08240265399217606,
"m": 0.7407763600349426
},
{
"p": 0.07076869159936905,
"m": 0.9087338447570801
},
{
"p": 0.0777231976389885,
"m": 0.94770348072052
},
{
"p": 0.0880148783326149,
"m": 0.9705632328987122
},
{
"p": 0.07325813919305801,
"m": 0.6410396099090576
},
{
"p": 0.0857716053724289,
"m": 0.9839783906936646
},
{
"p": 0.08814813196659088,
"m": 0.5
},
{
"p": 0.05241378769278526,
"m": 0.5
}
]
},
{
"epoch": 159,
"train_loss": 1.2333914041519165,
"val_loss": 0.8422446846961975,
"acc": 72.2,
"time": 305.59701116898214,
"param": [
{
"p": 0.08736564218997955,
"m": 0.5
},
{
"p": 0.01627313159406185,
"m": 0.5
},
{
"p": 0.11495117843151093,
"m": 0.5
},
{
"p": 0.07783260196447372,
"m": 0.9305868744850159
},
{
"p": 0.08716566115617752,
"m": 0.26367202401161194
},
{
"p": 0.06592965126037598,
"m": 0.4649825096130371
},
{
"p": 0.09678051620721817,
"m": 0.8901581168174744
},
{
"p": 0.07308506220579147,
"m": 0.8649755120277405
},
{
"p": 0.06417984515428543,
"m": 0.9868046641349792
},
{
"p": 0.050386298447847366,
"m": 0.9683818221092224
},
{
"p": 0.06944871693849564,
"m": 0.715732991695404
},
{
"p": 0.07897687703371048,
"m": 0.9997809529304504
},
{
"p": 0.07800280302762985,
"m": 0.5
},
{
"p": 0.03962203860282898,
"m": 0.5
}
]
},
{
"epoch": 160,
"train_loss": 1.3020612001419067,
"val_loss": 0.8079066872596741,
"acc": 72.55,
"time": 309.78402967198053,
"param": [
{
"p": 0.0571126788854599,
"m": 0.5
},
{
"p": 0.05241665989160538,
"m": 0.5
},
{
"p": 0.08296962827444077,
"m": 0.5
},
{
"p": 0.053833723068237305,
"m": 0.9007766842842102
},
{
"p": 0.05129850655794144,
"m": 0.4838053584098816
},
{
"p": 0.07281403243541718,
"m": 0.37702828645706177
},
{
"p": 0.08244610577821732,
"m": 0.9023476243019104
},
{
"p": 0.07752717286348343,
"m": 0.9203999638557434
},
{
"p": 0.10924084484577179,
"m": 1.0
},
{
"p": 0.07902586460113525,
"m": 1.0
},
{
"p": 0.06607256829738617,
"m": 0.887810468673706
},
{
"p": 0.09883559495210648,
"m": 1.0
},
{
"p": 0.0664580911397934,
"m": 0.5
},
{
"p": 0.049948595464229584,
"m": 0.5
}
]
},
{
"epoch": 161,
"train_loss": 1.2605133056640625,
"val_loss": 0.7624226212501526,
"acc": 72.08,
"time": 320.7897902080149,
"param": [
{
"p": 0.0939955934882164,
"m": 0.5
},
{
"p": 0.0263162050396204,
"m": 0.5
},
{
"p": 0.07548712193965912,
"m": 0.5
},
{
"p": 0.059474531561136246,
"m": 0.9076604843139648
},
{
"p": 0.0599370151758194,
"m": 0.5690761208534241
},
{
"p": 0.08148551732301712,
"m": 0.26632630825042725
},
{
"p": 0.07083096355199814,
"m": 0.9007840752601624
},
{
"p": 0.07378463447093964,
"m": 1.0
},
{
"p": 0.08022542297840118,
"m": 0.8879558444023132
},
{
"p": 0.0929948017001152,
"m": 0.9946808815002441
},
{
"p": 0.06940577179193497,
"m": 0.9304832220077515
},
{
"p": 0.07813745737075806,
"m": 1.0
},
{
"p": 0.07801102846860886,
"m": 0.5
},
{
"p": 0.059914007782936096,
"m": 0.5
}
]
},
{
"epoch": 162,
"train_loss": 1.34095299243927,
"val_loss": 0.8663492798805237,
"acc": 73.0,
"time": 317.96926680899924,
"param": [
{
"p": 0.08787329494953156,
"m": 0.5
},
{
"p": 0.03293272480368614,
"m": 0.5
},
{
"p": 0.08994869142770767,
"m": 0.5
},
{
"p": 0.03207441791892052,
"m": 0.8910271525382996
},
{
"p": 0.06956058740615845,
"m": 0.5221825838088989
},
{
"p": 0.08117841929197311,
"m": 0.3798099160194397
},
{
"p": 0.07489936053752899,
"m": 0.9274035692214966
},
{
"p": 0.07269471883773804,
"m": 0.9637930393218994
},
{
"p": 0.07022733241319656,
"m": 0.8785325288772583
},
{
"p": 0.08958941698074341,
"m": 0.942683219909668
},
{
"p": 0.06135236844420433,
"m": 0.8427679538726807
},
{
"p": 0.0948730930685997,
"m": 1.0
},
{
"p": 0.08978962153196335,
"m": 0.5
},
{
"p": 0.053005848079919815,
"m": 0.5
}
]
},
{
"epoch": 163,
"train_loss": 1.3486192226409912,
"val_loss": 0.7148553729057312,
"acc": 72.86,
"time": 313.55688996601384,
"param": [
{
"p": 0.10141909122467041,
"m": 0.5
},
{
"p": 0.05081920325756073,
"m": 0.5
},
{
"p": 0.05758391693234444,
"m": 0.5
},
{
"p": 0.07061702758073807,
"m": 0.8556690812110901
},
{
"p": 0.05452537536621094,
"m": 0.5671430826187134
},
{
"p": 0.09115829318761826,
"m": 0.32936742901802063
},
{
"p": 0.0556706041097641,
"m": 0.9693735241889954
},
{
"p": 0.08802816271781921,
"m": 0.9703109860420227
},
{
"p": 0.09254637360572815,
"m": 0.9250268936157227
},
{
"p": 0.08747584372758865,
"m": 1.0
},
{
"p": 0.0762292891740799,
"m": 0.9036742448806763
},
{
"p": 0.05979697033762932,
"m": 1.0
},
{
"p": 0.07457126677036285,
"m": 0.5
},
{
"p": 0.039558541029691696,
"m": 0.5
}
]
},
{
"epoch": 164,
"train_loss": 1.6847363710403442,
"val_loss": 0.7628592252731323,
"acc": 73.49,
"time": 316.2907134440029,
"param": [
{
"p": 0.06370669603347778,
"m": 0.5
},
{
"p": 0.034510884433984756,
"m": 0.5
},
{
"p": 0.08631613105535507,
"m": 0.5
},
{
"p": 0.07041345536708832,
"m": 0.8134790062904358
},
{
"p": 0.065847247838974,
"m": 0.6066111326217651
},
{
"p": 0.06045321375131607,
"m": 0.4633317291736603
},
{
"p": 0.0910911038517952,
"m": 0.9252354502677917
},
{
"p": 0.07647369801998138,
"m": 0.7027295231819153
},
{
"p": 0.07749709486961365,
"m": 0.7746738195419312
},
{
"p": 0.08574087917804718,
"m": 1.0
},
{
"p": 0.07645229250192642,
"m": 0.8292447924613953
},
{
"p": 0.06872544437646866,
"m": 0.9987427592277527
},
{
"p": 0.0977412685751915,
"m": 0.5
},
{
"p": 0.045030586421489716,
"m": 0.5
}
]
},
{
"epoch": 165,
"train_loss": 1.0900219678878784,
"val_loss": 0.7571552395820618,
"acc": 73.49,
"time": 324.7029207199812,
"param": [
{
"p": 0.07002336531877518,
"m": 0.5
},
{
"p": 0.010855508036911488,
"m": 0.5
},
{
"p": 0.09639041870832443,
"m": 0.5
},
{
"p": 0.07201837748289108,
"m": 0.9389610886573792
},
{
"p": 0.08666786551475525,
"m": 0.6041285395622253
},
{
"p": 0.07125292718410492,
"m": 0.4366908371448517
},
{
"p": 0.07355903834104538,
"m": 0.8816758990287781
},
{
"p": 0.07718031108379364,
"m": 0.8599334955215454
},
{
"p": 0.06390653550624847,
"m": 0.8794940710067749
},
{
"p": 0.08238199353218079,
"m": 1.0
},
{
"p": 0.0955321416258812,
"m": 0.8575043082237244
},
{
"p": 0.04119127243757248,
"m": 1.0
},
{
"p": 0.10799717903137207,
"m": 0.5
},
{
"p": 0.05104312673211098,
"m": 0.5
}
]
},
{
"epoch": 166,
"train_loss": 1.8074147701263428,
"val_loss": 0.7732137441635132,
"acc": 72.75,
"time": 311.5415004690003,
"param": [
{
"p": 0.08046066015958786,
"m": 0.5
},
{
"p": 0.029742686077952385,
"m": 0.5
},
{
"p": 0.08273286372423172,
"m": 0.5
},
{
"p": 0.07987131178379059,
"m": 0.9028916954994202
},
{
"p": 0.09313862025737762,
"m": 0.4939962923526764
},
{
"p": 0.07282621413469315,
"m": 0.5848665237426758
},
{
"p": 0.08349988609552383,
"m": 0.8857026100158691
},
{
"p": 0.05832158029079437,
"m": 0.8913344144821167
},
{
"p": 0.062437523156404495,
"m": 0.9368837475776672
},
{
"p": 0.05567757040262222,
"m": 0.9775000214576721
},
{
"p": 0.07200714945793152,
"m": 0.8514344692230225
},
{
"p": 0.06820310652256012,
"m": 1.0
},
{
"p": 0.11067397147417068,
"m": 0.5
},
{
"p": 0.05040685832500458,
"m": 0.5
}
]
},
{
"epoch": 167,
"train_loss": 1.0868293046951294,
"val_loss": 0.7661675214767456,
"acc": 72.32,
"time": 310.68960125299054,
"param": [
{
"p": 0.07951605319976807,
"m": 0.5
},
{
"p": 0.05067626014351845,
"m": 0.5
},
{
"p": 0.0732608288526535,
"m": 0.5
},
{
"p": 0.06798957288265228,
"m": 0.8887584209442139
},
{
"p": 0.02817804180085659,
"m": 0.4459570050239563
},
{
"p": 0.0637812465429306,
"m": 0.7040623426437378
},
{
"p": 0.07442566752433777,
"m": 0.8600935935974121
},
{
"p": 0.08130539208650589,
"m": 1.0
},
{
"p": 0.07014153152704239,
"m": 0.9701436161994934
},
{
"p": 0.09469855576753616,
"m": 0.9717031717300415
},
{
"p": 0.08942887932062149,
"m": 0.9679086804389954
},
{
"p": 0.06963305920362473,
"m": 0.9914572238922119
},
{
"p": 0.10203404724597931,
"m": 0.5
},
{
"p": 0.054930903017520905,
"m": 0.5
}
]
},
{
"epoch": 168,
"train_loss": 1.216521143913269,
"val_loss": 0.748645544052124,
"acc": 73.97,
"time": 316.4606518410146,
"param": [
{
"p": 0.09997101128101349,
"m": 0.5
},
{
"p": 0.03053411841392517,
"m": 0.5
},
{
"p": 0.07183904200792313,
"m": 0.5
},
{
"p": 0.06838851422071457,
"m": 0.8266228437423706
},
{
"p": 0.07530733197927475,
"m": 0.46617981791496277
},
{
"p": 0.09177929162979126,
"m": 0.7284641861915588
},
{
"p": 0.08144170045852661,
"m": 0.9250972867012024
},
{
"p": 0.08838018774986267,
"m": 0.9985553026199341
},
{
"p": 0.07245279103517532,
"m": 0.9042123556137085
},
{
"p": 0.04341978579759598,
"m": 0.9553473591804504
},
{
"p": 0.07173272222280502,
"m": 0.95636385679245
},
{
"p": 0.0896558091044426,
"m": 0.9953926801681519
},
{
"p": 0.06623219698667526,
"m": 0.5
},
{
"p": 0.04886548966169357,
"m": 0.5
}
]
},
{
"epoch": 169,
"train_loss": 1.391638159751892,
"val_loss": 0.7517527341842651,
"acc": 73.02,
"time": 317.2131588050106,
"param": [
{
"p": 0.07648003846406937,
"m": 0.5
},
{
"p": 0.033768802881240845,
"m": 0.5
},
{
"p": 0.09637219458818436,
"m": 0.5
},
{
"p": 0.06218156963586807,
"m": 0.8434924483299255
},
{
"p": 0.05612853541970253,
"m": 0.4324098527431488
},
{
"p": 0.06685610115528107,
"m": 0.6925137639045715
},
{
"p": 0.07320350408554077,
"m": 0.9755048751831055
},
{
"p": 0.07623369991779327,
"m": 0.9052091836929321
},
{
"p": 0.09122039377689362,
"m": 1.0
},
{
"p": 0.08377084136009216,
"m": 0.998177170753479
},
{
"p": 0.03595467284321785,
"m": 0.8035029172897339
},
{
"p": 0.08615434169769287,
"m": 1.0
},
{
"p": 0.09323750436306,
"m": 0.5
},
{
"p": 0.06843779236078262,
"m": 0.5
}
]
},
{
"epoch": 170,
"train_loss": 1.526437520980835,
"val_loss": 0.7222722768783569,
"acc": 73.27,
"time": 324.18170894900686,
"param": [
{
"p": 0.08642573654651642,
"m": 0.5
},
{
"p": 0.052743032574653625,
"m": 0.5
},
{
"p": 0.07811121642589569,
"m": 0.5
},
{
"p": 0.06369845569133759,
"m": 0.89503014087677
},
{
"p": 0.07714713364839554,
"m": 0.48173266649246216
},
{
"p": 0.05808664485812187,
"m": 0.762846052646637
},
{
"p": 0.07714290916919708,
"m": 1.0
},
{
"p": 0.05116470158100128,
"m": 0.9665688872337341
},
{
"p": 0.06069723144173622,
"m": 0.9248199462890625
},
{
"p": 0.09617754071950912,
"m": 0.9801947474479675
},
{
"p": 0.07983226329088211,
"m": 0.9360133409500122
},
{
"p": 0.11067360639572144,
"m": 1.0
},
{
"p": 0.07073376327753067,
"m": 0.5
},
{
"p": 0.03736572340130806,
"m": 0.5
}
]
},
{
"epoch": 171,
"train_loss": 1.304586410522461,
"val_loss": 0.6563275456428528,
"acc": 72.83,
"time": 310.3420552399766,
"param": [
{
"p": 0.09545514732599258,
"m": 0.5
},
{
"p": 0.013269374147057533,
"m": 0.5
},
{
"p": 0.10692494362592697,
"m": 0.5
},
{
"p": 0.08612686395645142,
"m": 0.9988930821418762
},
{
"p": 0.04513903334736824,
"m": 0.5763630867004395
},
{
"p": 0.021206486970186234,
"m": 0.7607525587081909
},
{
"p": 0.061250947415828705,
"m": 0.966498851776123
},
{
"p": 0.05863318592309952,
"m": 0.999718964099884
},
{
"p": 0.07723789662122726,
"m": 0.9132871031761169
},
{
"p": 0.06597334891557693,
"m": 0.965509295463562
},
{
"p": 0.07513576000928879,
"m": 0.9905595183372498
},
{
"p": 0.0974416732788086,
"m": 1.0
},
{
"p": 0.128402441740036,
"m": 0.5
},
{
"p": 0.06780287623405457,
"m": 0.5
}
]
},
{
"epoch": 172,
"train_loss": 1.329508900642395,
"val_loss": 0.7502604722976685,
"acc": 73.44,
"time": 309.1169050849858,
"param": [
{
"p": 0.10911436378955841,
"m": 0.5
},
{
"p": 0.037677980959415436,
"m": 0.5
},
{
"p": 0.06923232972621918,
"m": 0.5
},
{
"p": 0.06535675376653671,
"m": 1.0
},
{
"p": 0.05341607704758644,
"m": 0.6155321598052979
},
{
"p": 0.03167552873492241,
"m": 0.8160366415977478
},
{
"p": 0.09809126704931259,
"m": 0.9828293323516846
},
{
"p": 0.07841263711452484,
"m": 0.9515506029129028
},
{
"p": 0.07619823515415192,
"m": 0.8408255577087402
},
{
"p": 0.054389990866184235,
"m": 1.0
},
{
"p": 0.08251795917749405,
"m": 0.8722290396690369
},
{
"p": 0.09366973489522934,
"m": 1.0
},
{
"p": 0.10789301991462708,
"m": 0.5
},
{
"p": 0.04235408082604408,
"m": 0.5
}
]
},
{
"epoch": 173,
"train_loss": 1.5884549617767334,
"val_loss": 0.7868525385856628,
"acc": 72.94,
"time": 320.91189325999585,
"param": [
{
"p": 0.10865972936153412,
"m": 0.5
},
{
"p": 0.08250432461500168,
"m": 0.5
},
{
"p": 0.10480552911758423,
"m": 0.5
},
{
"p": 0.06740310043096542,
"m": 0.9302929043769836
},
{
"p": 0.059952422976493835,
"m": 0.7404736280441284
},
{
"p": 0.06837951391935349,
"m": 0.788952648639679
},
{
"p": 0.07250194996595383,
"m": 0.9952764511108398
},
{
"p": 0.04390506446361542,
"m": 0.906229555606842
},
{
"p": 0.09040471911430359,
"m": 0.8650913238525391
},
{
"p": 0.057050686329603195,
"m": 0.9840927720069885
},
{
"p": 0.05145708844065666,
"m": 0.8303630948066711
},
{
"p": 0.0823749378323555,
"m": 1.0
},
{
"p": 0.0752827599644661,
"m": 0.5
},
{
"p": 0.035318225622177124,
"m": 0.5
}
]
},
{
"epoch": 174,
"train_loss": 1.389615535736084,
"val_loss": 0.815890908241272,
"acc": 73.52,
"time": 312.4660063549818,
"param": [
{
"p": 0.10238008201122284,
"m": 0.5
},
{
"p": 0.02063388004899025,
"m": 0.5
},
{
"p": 0.07113563269376755,
"m": 0.5
},
{
"p": 0.05101795494556427,
"m": 0.9996039271354675
},
{
"p": 0.0391596294939518,
"m": 0.7816934585571289
},
{
"p": 0.06305402517318726,
"m": 0.8495882749557495
},
{
"p": 0.07853291928768158,
"m": 0.9642515182495117
},
{
"p": 0.0804743766784668,
"m": 0.9949281215667725
},
{
"p": 0.10296040773391724,
"m": 0.8672153353691101
},
{
"p": 0.09385637938976288,
"m": 0.9969361424446106
},
{
"p": 0.07499834895133972,
"m": 0.8724709749221802
},
{
"p": 0.08430412411689758,
"m": 0.9998908638954163
},
{
"p": 0.08644432574510574,
"m": 0.5
},
{
"p": 0.05104784667491913,
"m": 0.5
}
]
},
{
"epoch": 175,
"train_loss": 1.4781359434127808,
"val_loss": 0.7799877524375916,
"acc": 73.74,
"time": 312.7653234390018,
"param": [
{
"p": 0.09346279501914978,
"m": 0.5
},
{
"p": 0.04221019521355629,
"m": 0.5
},
{
"p": 0.07148227095603943,
"m": 0.5
},
{
"p": 0.07474413514137268,
"m": 0.8785999417304993
},
{
"p": 0.042156320065259933,
"m": 0.8526132702827454
},
{
"p": 0.04023391753435135,
"m": 0.8241143226623535
},
{
"p": 0.0842461809515953,
"m": 0.9349159598350525
},
{
"p": 0.07867547869682312,
"m": 0.8820933103561401
},
{
"p": 0.08021827042102814,
"m": 0.9341769814491272
},
{
"p": 0.08414140343666077,
"m": 1.0
},
{
"p": 0.08395973592996597,
"m": 0.9114383459091187
},
{
"p": 0.0572299025952816,
"m": 1.0
},
{
"p": 0.10693299025297165,
"m": 0.5
},
{
"p": 0.06030626222491264,
"m": 0.5
}
]
},
{
"epoch": 176,
"train_loss": 1.1980607509613037,
"val_loss": 0.7201375961303711,
"acc": 74.26,
"time": 298.9969332079927,
"param": [
{
"p": 0.07769805938005447,
"m": 0.5
},
{
"p": 0.04123614355921745,
"m": 0.5
},
{
"p": 0.09585250914096832,
"m": 0.5
},
{
"p": 0.07760600000619888,
"m": 0.9458977580070496
},
{
"p": 0.03293484449386597,
"m": 0.8325886726379395
},
{
"p": 0.06275256723165512,
"m": 0.7577056884765625
},
{
"p": 0.061059363186359406,
"m": 0.9880917072296143
},
{
"p": 0.059331659227609634,
"m": 0.8714277148246765
},
{
"p": 0.08113057911396027,
"m": 0.9483368396759033
},
{
"p": 0.09226744621992111,
"m": 1.0
},
{
"p": 0.09197378158569336,
"m": 0.9480640292167664
},
{
"p": 0.09178806096315384,
"m": 1.0
},
{
"p": 0.08637624979019165,
"m": 0.5
},
{
"p": 0.0479927733540535,
"m": 0.5
}
]
},
{
"epoch": 177,
"train_loss": 1.377339243888855,
"val_loss": 0.6656976938247681,
"acc": 73.64,
"time": 312.09159594701487,
"param": [
{
"p": 0.08583894371986389,
"m": 0.5
},
{
"p": 0.054753657430410385,
"m": 0.5
},
{
"p": 0.09874841570854187,
"m": 0.5
},
{
"p": 0.04833046719431877,
"m": 0.9261371493339539
},
{
"p": 0.06719730794429779,
"m": 0.8612171411514282
},
{
"p": 0.06281837821006775,
"m": 0.6823250651359558
},
{
"p": 0.07807234674692154,
"m": 0.9353337287902832
},
{
"p": 0.0826546773314476,
"m": 0.7962155342102051
},
{
"p": 0.04562927782535553,
"m": 0.8982180953025818
},
{
"p": 0.08359874039888382,
"m": 1.0
},
{
"p": 0.08062781393527985,
"m": 0.8948144316673279
},
{
"p": 0.08498324453830719,
"m": 0.9617877006530762
},
{
"p": 0.07752226293087006,
"m": 0.5
},
{
"p": 0.04922451451420784,
"m": 0.5
}
]
},
{
"epoch": 178,
"train_loss": 1.7436347007751465,
"val_loss": 0.7530361413955688,
"acc": 72.99,
"time": 303.52719201199943,
"param": [
{
"p": 0.07316955924034119,
"m": 0.5
},
{
"p": 0.046948809176683426,
"m": 0.5
},
{
"p": 0.10110100358724594,
"m": 0.5
},
{
"p": 0.07536052912473679,
"m": 0.9661551713943481
},
{
"p": 0.05032244697213173,
"m": 0.8237940669059753
},
{
"p": 0.06641815602779388,
"m": 0.6947163939476013
},
{
"p": 0.08352623134851456,
"m": 1.0
},
{
"p": 0.06049175560474396,
"m": 0.8695084452629089
},
{
"p": 0.06925520300865173,
"m": 0.8179556131362915
},
{
"p": 0.08049581944942474,
"m": 0.9709923267364502
},
{
"p": 0.07822941988706589,
"m": 0.8700613975524902
},
{
"p": 0.09996870160102844,
"m": 1.0
},
{
"p": 0.04831238463521004,
"m": 0.5
},
{
"p": 0.06639999151229858,
"m": 0.5
}
]
},
{
"epoch": 179,
"train_loss": 1.557857871055603,
"val_loss": 0.7314335107803345,
"acc": 73.03,
"time": 308.4409774079977,
"param": [
{
"p": 0.06849199533462524,
"m": 0.5
},
{
"p": 0.04931439459323883,
"m": 0.5
},
{
"p": 0.09598080068826675,
"m": 0.5
},
{
"p": 0.06880578398704529,
"m": 0.924221396446228
},
{
"p": 0.058783650398254395,
"m": 0.7275386452674866
},
{
"p": 0.046578336507081985,
"m": 0.6143468618392944
},
{
"p": 0.0760614350438118,
"m": 0.8267933130264282
},
{
"p": 0.08846000581979752,
"m": 0.8157579302787781
},
{
"p": 0.09951654076576233,
"m": 0.9019646048545837
},
{
"p": 0.07908357679843903,
"m": 1.0
},
{
"p": 0.09398312866687775,
"m": 0.9070111513137817
},
{
"p": 0.06331874430179596,
"m": 1.0
},
{
"p": 0.0976366177201271,
"m": 0.5
},
{
"p": 0.013985038734972477,
"m": 0.5
}
]
},
{
"epoch": 180,
"train_loss": 1.444279432296753,
"val_loss": 0.8818838596343994,
"acc": 73.06,
"time": 309.16149375698296,
"param": [
{
"p": 0.09051679819822311,
"m": 0.5
},
{
"p": 0.0025979846250265837,
"m": 0.5
},
{
"p": 0.08929185569286346,
"m": 0.5
},
{
"p": 0.046323686838150024,
"m": 0.9910212755203247
},
{
"p": 0.08376707881689072,
"m": 0.8252910375595093
},
{
"p": 0.0353449322283268,
"m": 0.6688224673271179
},
{
"p": 0.07007282227277756,
"m": 1.0
},
{
"p": 0.08456827700138092,
"m": 0.6503186821937561
},
{
"p": 0.0827757939696312,
"m": 0.8124724626541138
},
{
"p": 0.09617926925420761,
"m": 0.9500529170036316
},
{
"p": 0.07499802112579346,
"m": 0.9300456047058105
},
{
"p": 0.08033403009176254,
"m": 1.0
},
{
"p": 0.09114887565374374,
"m": 0.5
},
{
"p": 0.07208055257797241,
"m": 0.5
}
]
},
{
"epoch": 181,
"train_loss": 1.1696535348892212,
"val_loss": 0.8597609400749207,
"acc": 72.67,
"time": 308.3192474069947,
"param": [
{
"p": 0.091556116938591,
"m": 0.5
},
{
"p": 0.01670696586370468,
"m": 0.5
},
{
"p": 0.12576083838939667,
"m": 0.5
},
{
"p": 0.07024650275707245,
"m": 0.9512176513671875
},
{
"p": 0.05363541841506958,
"m": 0.7199497222900391
},
{
"p": 0.07455017417669296,
"m": 0.6454939246177673
},
{
"p": 0.08508852869272232,
"m": 1.0
},
{
"p": 0.06329318881034851,
"m": 0.7779017090797424
},
{
"p": 0.09040075540542603,
"m": 0.7729943990707397
},
{
"p": 0.0691877231001854,
"m": 0.9152130484580994
},
{
"p": 0.08123508840799332,
"m": 0.9973707795143127
},
{
"p": 0.08173507452011108,
"m": 1.0
},
{
"p": 0.07905130088329315,
"m": 0.5
},
{
"p": 0.017552319914102554,
"m": 0.5
}
]
},
{
"epoch": 182,
"train_loss": 1.354796051979065,
"val_loss": 0.9069933295249939,
"acc": 73.08,
"time": 312.23590456999955,
"param": [
{
"p": 0.09233471006155014,
"m": 0.5
},
{
"p": 0.05255334451794624,
"m": 0.5
},
{
"p": 0.0984129086136818,
"m": 0.5
},
{
"p": 0.05450659990310669,
"m": 0.9450055360794067
},
{
"p": 0.04683743044734001,
"m": 0.6101799011230469
},
{
"p": 0.059183407574892044,
"m": 0.6075213551521301
},
{
"p": 0.0798560231924057,
"m": 1.0
},
{
"p": 0.07287599891424179,
"m": 0.6841851472854614
},
{
"p": 0.07448504120111465,
"m": 0.792857825756073
},
{
"p": 0.07432876527309418,
"m": 0.9995317459106445
},
{
"p": 0.08106621354818344,
"m": 0.9678436517715454
},
{
"p": 0.07115146517753601,
"m": 0.9930727481842041
},
{
"p": 0.09185540676116943,
"m": 0.5
},
{
"p": 0.0505526177585125,
"m": 0.5
}
]
},
{
"epoch": 183,
"train_loss": 1.5135983228683472,
"val_loss": 0.7031611800193787,
"acc": 72.55,
"time": 319.87103626001044,
"param": [
{
"p": 0.08746588230133057,
"m": 0.5
},
{
"p": 0.06820444017648697,
"m": 0.5
},
{
"p": 0.07497048377990723,
"m": 0.5
},
{
"p": 0.0370924137532711,
"m": 0.9513930678367615
},
{
"p": 0.06924820691347122,
"m": 0.5638552308082581
},
{
"p": 0.05092187225818634,
"m": 0.5302851796150208
},
{
"p": 0.0656043291091919,
"m": 0.9621002078056335
},
{
"p": 0.0978098213672638,
"m": 0.8378100991249084
},
{
"p": 0.05131818726658821,
"m": 0.8325217962265015
},
{
"p": 0.08301158249378204,
"m": 0.9535844326019287
},
{
"p": 0.09696803241968155,
"m": 0.9503850340843201
},
{
"p": 0.08774905651807785,
"m": 1.0
},
{
"p": 0.09251320362091064,
"m": 0.5
},
{
"p": 0.03712230920791626,
"m": 0.5
}
]
},
{
"epoch": 184,
"train_loss": 1.3454352617263794,
"val_loss": 0.5967008471488953,
"acc": 73.98,
"time": 317.84471575400676,
"param": [
{
"p": 0.09372881799936295,
"m": 0.5
},
{
"p": 0.025829654186964035,
"m": 0.5
},
{
"p": 0.0911056324839592,
"m": 0.5
},
{
"p": 0.09061656892299652,
"m": 0.896888017654419
},
{
"p": 0.053738515824079514,
"m": 0.6623683571815491
},
{
"p": 0.06120825558900833,
"m": 0.565455436706543
},
{
"p": 0.0746142566204071,
"m": 0.956298828125
},
{
"p": 0.05602717399597168,
"m": 0.8075141906738281
},
{
"p": 0.08331549167633057,
"m": 0.7480145692825317
},
{
"p": 0.0666719526052475,
"m": 0.998934268951416
},
{
"p": 0.07733763009309769,
"m": 0.9235475659370422
},
{
"p": 0.09593591839075089,
"m": 0.9852697253227234
},
{
"p": 0.08618771284818649,
"m": 0.5
},
{
"p": 0.04368237406015396,
"m": 0.5
}
]
},
{
"epoch": 185,
"train_loss": 1.3450953960418701,
"val_loss": 0.9094921350479126,
"acc": 73.04,
"time": 311.8011401290132,
"param": [
{
"p": 0.09655436873435974,
"m": 0.5
},
{
"p": 0.04395251348614693,
"m": 0.5
},
{
"p": 0.0870954692363739,
"m": 0.5
},
{
"p": 0.07585535943508148,
"m": 1.0
},
{
"p": 0.052827175706624985,
"m": 0.5862327814102173
},
{
"p": 0.0783744677901268,
"m": 0.6198053359985352
},
{
"p": 0.05525689199566841,
"m": 0.9316232800483704
},
{
"p": 0.05995645001530647,
"m": 0.9317644238471985
},
{
"p": 0.07798079401254654,
"m": 0.8313999176025391
},
{
"p": 0.07735520601272583,
"m": 1.0
},
{
"p": 0.08362272381782532,
"m": 0.9307337403297424
},
{
"p": 0.10235986858606339,
"m": 1.0
},
{
"p": 0.06230652332305908,
"m": 0.5
},
{
"p": 0.04650227352976799,
"m": 0.5
}
]
},
{
"epoch": 186,
"train_loss": 1.8919291496276855,
"val_loss": 0.8392384648323059,
"acc": 73.23,
"time": 310.2869988690072,
"param": [
{
"p": 0.07213631272315979,
"m": 0.5
},
{
"p": 0.03581138327717781,
"m": 0.5
},
{
"p": 0.06956851482391357,
"m": 0.5
},
{
"p": 0.05976817384362221,
"m": 0.9927569627761841
},
{
"p": 0.0788629800081253,
"m": 0.5748015642166138
},
{
"p": 0.05748054385185242,
"m": 0.5890291929244995
},
{
"p": 0.08034639805555344,
"m": 0.9988592863082886
},
{
"p": 0.07040615379810333,
"m": 0.9815191626548767
},
{
"p": 0.07955122739076614,
"m": 0.6520543098449707
},
{
"p": 0.09299209713935852,
"m": 0.9993109703063965
},
{
"p": 0.08810582011938095,
"m": 0.781234860420227
},
{
"p": 0.07447229325771332,
"m": 1.0
},
{
"p": 0.07771043479442596,
"m": 0.5
},
{
"p": 0.06278769671916962,
"m": 0.5
}
]
},
{
"epoch": 187,
"train_loss": 1.385678768157959,
"val_loss": 0.8173779845237732,
"acc": 74.06,
"time": 315.8001299230091,
"param": [
{
"p": 0.0756814181804657,
"m": 0.5
},
{
"p": 0.03791699931025505,
"m": 0.5
},
{
"p": 0.08317682147026062,
"m": 0.5
},
{
"p": 0.060555968433618546,
"m": 0.9717614054679871
},
{
"p": 0.06939373165369034,
"m": 0.4811843931674957
},
{
"p": 0.056632451713085175,
"m": 0.6287099123001099
},
{
"p": 0.08497504889965057,
"m": 0.9772629737854004
},
{
"p": 0.06032058596611023,
"m": 0.9885855317115784
},
{
"p": 0.07980387657880783,
"m": 0.40591511130332947
},
{
"p": 0.05471513792872429,
"m": 0.9906096458435059
},
{
"p": 0.08693575859069824,
"m": 0.7639744877815247
},
{
"p": 0.09540032595396042,
"m": 1.0
},
{
"p": 0.09436540305614471,
"m": 0.5
},
{
"p": 0.06012638658285141,
"m": 0.5
}
]
},
{
"epoch": 188,
"train_loss": 1.2363983392715454,
"val_loss": 0.915558934211731,
"acc": 73.67,
"time": 326.23781903402414,
"param": [
{
"p": 0.06870977580547333,
"m": 0.5
},
{
"p": 0.033664949238300323,
"m": 0.5
},
{
"p": 0.06761057674884796,
"m": 0.5
},
{
"p": 0.07243447005748749,
"m": 0.9800269603729248
},
{
"p": 0.09861578047275543,
"m": 0.6491897702217102
},
{
"p": 0.056589819490909576,
"m": 0.47635921835899353
},
{
"p": 0.086965411901474,
"m": 0.9247550964355469
},
{
"p": 0.06350695341825485,
"m": 0.9510643482208252
},
{
"p": 0.10771682858467102,
"m": 0.45502161979675293
},
{
"p": 0.08660817891359329,
"m": 0.995124340057373
},
{
"p": 0.06614886224269867,
"m": 0.787102222442627
},
{
"p": 0.0936870276927948,
"m": 1.0
},
{
"p": 0.07165925204753876,
"m": 0.5
},
{
"p": 0.026082204654812813,
"m": 0.5
}
]
},
{
"epoch": 189,
"train_loss": 1.4340440034866333,
"val_loss": 0.8032943606376648,
"acc": 73.51,
"time": 319.3738747019961,
"param": [
{
"p": 0.085550457239151,
"m": 0.5
},
{
"p": 0.042841698974370956,
"m": 0.5
},
{
"p": 0.09554798156023026,
"m": 0.5
},
{
"p": 0.06135699152946472,
"m": 0.9537760019302368
},
{
"p": 0.08278663456439972,
"m": 0.5801091194152832
},
{
"p": 0.07204308360815048,
"m": 0.4990762770175934
},
{
"p": 0.07845624536275864,
"m": 0.9408354759216309
},
{
"p": 0.07876315712928772,
"m": 0.9121919870376587
},
{
"p": 0.06617803871631622,
"m": 0.533553957939148
},
{
"p": 0.05452493578195572,
"m": 0.9891366958618164
},
{
"p": 0.07072311639785767,
"m": 0.8755729794502258
},
{
"p": 0.07760477066040039,
"m": 1.0
},
{
"p": 0.07216975092887878,
"m": 0.5
},
{
"p": 0.0614532046020031,
"m": 0.5
}
]
},
{
"epoch": 190,
"train_loss": 1.411907434463501,
"val_loss": 0.7442187070846558,
"acc": 73.11,
"time": 311.8434722009988,
"param": [
{
"p": 0.0576363205909729,
"m": 0.5
},
{
"p": 0.014357528649270535,
"m": 0.5
},
{
"p": 0.07519802451133728,
"m": 0.5
},
{
"p": 0.06606500595808029,
"m": 0.9798169136047363
},
{
"p": 0.07566991448402405,
"m": 0.5141642689704895
},
{
"p": 0.07626721262931824,
"m": 0.533172607421875
},
{
"p": 0.052919454872608185,
"m": 0.9699054956436157
},
{
"p": 0.09410405904054642,
"m": 0.9648509621620178
},
{
"p": 0.10131552815437317,
"m": 0.46561914682388306
},
{
"p": 0.07867888361215591,
"m": 1.0
},
{
"p": 0.07025839388370514,
"m": 0.8872257471084595
},
{
"p": 0.113227978348732,
"m": 1.0
},
{
"p": 0.09938645362854004,
"m": 0.5
},
{
"p": 0.024915345013141632,
"m": 0.5
}
]
},
{
"epoch": 191,
"train_loss": 1.0471057891845703,
"val_loss": 0.759147584438324,
"acc": 73.7,
"time": 313.1034887940041,
"param": [
{
"p": 0.08502408117055893,
"m": 0.5
},
{
"p": 0.03757983073592186,
"m": 0.5
},
{
"p": 0.09330706298351288,
"m": 0.5
},
{
"p": 0.06678227335214615,
"m": 0.897462785243988
},
{
"p": 0.060753826051950455,
"m": 0.469450443983078
},
{
"p": 0.06226610764861107,
"m": 0.379801869392395
},
{
"p": 0.05060425028204918,
"m": 0.9889891743659973
},
{
"p": 0.0915403664112091,
"m": 0.9603834748268127
},
{
"p": 0.08396108448505402,
"m": 0.6783926486968994
},
{
"p": 0.09102549403905869,
"m": 0.9570742249488831
},
{
"p": 0.056545987725257874,
"m": 0.9145094156265259
},
{
"p": 0.11017858237028122,
"m": 1.0
},
{
"p": 0.08589325845241547,
"m": 0.5
},
{
"p": 0.024537786841392517,
"m": 0.5
}
]
},
{
"epoch": 192,
"train_loss": 1.0195294618606567,
"val_loss": 0.7919315695762634,
"acc": 73.05,
"time": 321.47917260602117,
"param": [
{
"p": 0.09517752379179001,
"m": 0.5
},
{
"p": 0.07257609069347382,
"m": 0.5
},
{
"p": 0.08228465914726257,
"m": 0.5
},
{
"p": 0.07490185648202896,
"m": 0.98655766248703
},
{
"p": 0.07241424918174744,
"m": 0.4693784713745117
},
{
"p": 0.03943345695734024,
"m": 0.3362785279750824
},
{
"p": 0.0639733150601387,
"m": 0.9962959885597229
},
{
"p": 0.08064837753772736,
"m": 1.0
},
{
"p": 0.06572490185499191,
"m": 0.843807578086853
},
{
"p": 0.05683296173810959,
"m": 0.9995356798171997
},
{
"p": 0.07877249270677567,
"m": 0.9632614850997925
},
{
"p": 0.07596614956855774,
"m": 1.0
},
{
"p": 0.0996440052986145,
"m": 0.5
},
{
"p": 0.0416499488055706,
"m": 0.5
}
]
},
{
"epoch": 193,
"train_loss": 0.9485900402069092,
"val_loss": 0.6912202835083008,
"acc": 74.31,
"time": 318.1626350810111,
"param": [
{
"p": 0.06868340075016022,
"m": 0.5
},
{
"p": 0.05165356397628784,
"m": 0.5
},
{
"p": 0.0870506688952446,
"m": 0.5
},
{
"p": 0.051588527858257294,
"m": 0.8449174761772156
},
{
"p": 0.06772588938474655,
"m": 0.4313051700592041
},
{
"p": 0.04789241775870323,
"m": 0.28711310029029846
},
{
"p": 0.06476040929555893,
"m": 0.9954468607902527
},
{
"p": 0.06285768002271652,
"m": 0.9469597935676575
},
{
"p": 0.08112891018390656,
"m": 0.8241275548934937
},
{
"p": 0.07634402066469193,
"m": 0.9937594532966614
},
{
"p": 0.07276567071676254,
"m": 0.8395960330963135
},
{
"p": 0.08480313420295715,
"m": 1.0
},
{
"p": 0.11052026599645615,
"m": 0.5
},
{
"p": 0.07222537696361542,
"m": 0.5
}
]
},
{
"epoch": 194,
"train_loss": 1.3285154104232788,
"val_loss": 0.7596287727355957,
"acc": 74.07,
"time": 318.7367667919898,
"param": [
{
"p": 0.08352388441562653,
"m": 0.5
},
{
"p": 0.038645144551992416,
"m": 0.5
},
{
"p": 0.08806300163269043,
"m": 0.5
},
{
"p": 0.07364238053560257,
"m": 0.7397414445877075
},
{
"p": 0.08293937146663666,
"m": 0.5038487911224365
},
{
"p": 0.026116400957107544,
"m": 0.30880361795425415
},
{
"p": 0.08106730133295059,
"m": 0.9485175609588623
},
{
"p": 0.09876523166894913,
"m": 0.9993115663528442
},
{
"p": 0.08701764047145844,
"m": 0.8033475279808044
},
{
"p": 0.09361393004655838,
"m": 0.9834083318710327
},
{
"p": 0.07406125217676163,
"m": 0.8678470849990845
},
{
"p": 0.07113203406333923,
"m": 1.0
},
{
"p": 0.06784071028232574,
"m": 0.5
},
{
"p": 0.03357169032096863,
"m": 0.5
}
]
},
{
"epoch": 195,
"train_loss": 1.3002943992614746,
"val_loss": 0.7914263606071472,
"acc": 72.74,
"time": 328.0927985169983,
"param": [
{
"p": 0.0799691453576088,
"m": 0.5
},
{
"p": 0.06084176525473595,
"m": 0.5
},
{
"p": 0.07327389717102051,
"m": 0.5
},
{
"p": 0.07608611136674881,
"m": 0.7987346053123474
},
{
"p": 0.057095665484666824,
"m": 0.6706734299659729
},
{
"p": 0.08852872997522354,
"m": 0.2889735698699951
},
{
"p": 0.06198195740580559,
"m": 0.9006264805793762
},
{
"p": 0.0864730253815651,
"m": 0.999630331993103
},
{
"p": 0.06465885043144226,
"m": 0.8618150949478149
},
{
"p": 0.06767455488443375,
"m": 0.9850645661354065
},
{
"p": 0.0718536525964737,
"m": 0.8522785902023315
},
{
"p": 0.09348901361227036,
"m": 1.0
},
{
"p": 0.09648206830024719,
"m": 0.5
},
{
"p": 0.0215914323925972,
"m": 0.5
}
]
},
{
"epoch": 196,
"train_loss": 1.261380672454834,
"val_loss": 0.7392597794532776,
"acc": 73.72,
"time": 328.03797041700454,
"param": [
{
"p": 0.0989982858300209,
"m": 0.5
},
{
"p": 0.028886379674077034,
"m": 0.5
},
{
"p": 0.07641735672950745,
"m": 0.5
},
{
"p": 0.07046665996313095,
"m": 0.8841695189476013
},
{
"p": 0.07423330098390579,
"m": 0.6706860065460205
},
{
"p": 0.09135343134403229,
"m": 0.20540013909339905
},
{
"p": 0.046262774616479874,
"m": 0.939621090888977
},
{
"p": 0.05847438797354698,
"m": 0.9922308921813965
},
{
"p": 0.08445476740598679,
"m": 0.8804483413696289
},
{
"p": 0.07766350358724594,
"m": 0.9997941851615906
},
{
"p": 0.0753868967294693,
"m": 0.7185080647468567
},
{
"p": 0.09397980570793152,
"m": 1.0
},
{
"p": 0.08908999711275101,
"m": 0.5
},
{
"p": 0.034332484006881714,
"m": 0.5
}
]
},
{
"epoch": 197,
"train_loss": 1.061645269393921,
"val_loss": 0.8240817189216614,
"acc": 72.62,
"time": 330.7618956739898,
"param": [
{
"p": 0.07597258687019348,
"m": 0.5
},
{
"p": 0.0777885764837265,
"m": 0.5
},
{
"p": 0.06335019320249557,
"m": 0.5
},
{
"p": 0.05615835636854172,
"m": 0.9469700455665588
},
{
"p": 0.054423119872808456,
"m": 0.45148029923439026
},
{
"p": 0.06699352711439133,
"m": 0.10018160939216614
},
{
"p": 0.08031405508518219,
"m": 1.0
},
{
"p": 0.0809178277850151,
"m": 0.9761325120925903
},
{
"p": 0.0892396941781044,
"m": 0.9128437042236328
},
{
"p": 0.06236887723207474,
"m": 0.9370814561843872
},
{
"p": 0.07635445147752762,
"m": 0.9623756408691406
},
{
"p": 0.08663055300712585,
"m": 1.0
},
{
"p": 0.07787970453500748,
"m": 0.5
},
{
"p": 0.0516083799302578,
"m": 0.5
}
]
},
{
"epoch": 198,
"train_loss": 1.2810806035995483,
"val_loss": 0.9263404607772827,
"acc": 73.42,
"time": 337.2711734389886,
"param": [
{
"p": 0.0841471254825592,
"m": 0.5
},
{
"p": 0.050689447671175,
"m": 0.5
},
{
"p": 0.0879342183470726,
"m": 0.5
},
{
"p": 0.08476755768060684,
"m": 0.9634028077125549
},
{
"p": 0.07057656347751617,
"m": 0.49348172545433044
},
{
"p": 0.06076129525899887,
"m": 0.19216428697109222
},
{
"p": 0.08773119002580643,
"m": 0.9955194592475891
},
{
"p": 0.07340913265943527,
"m": 0.9732838273048401
},
{
"p": 0.07892868667840958,
"m": 0.9934467673301697
},
{
"p": 0.07388454675674438,
"m": 1.0
},
{
"p": 0.06070176884531975,
"m": 0.9888022541999817
},
{
"p": 0.08171461522579193,
"m": 0.9982967972755432
},
{
"p": 0.06450539827346802,
"m": 0.5
},
{
"p": 0.04024844989180565,
"m": 0.5
}
]
},
{
"epoch": 199,
"train_loss": 1.5512088537216187,
"val_loss": 0.8256752490997314,
"acc": 73.49,
"time": 335.0737120460253,
"param": [
{
"p": 0.07163583487272263,
"m": 0.5
},
{
"p": 0.05585118755698204,
"m": 0.5
},
{
"p": 0.06986988335847855,
"m": 0.5
},
{
"p": 0.08732635527849197,
"m": 0.9584180116653442
},
{
"p": 0.08064686506986618,
"m": 0.609893798828125
},
{
"p": 0.05483786389231682,
"m": 0.13379248976707458
},
{
"p": 0.10421229898929596,
"m": 0.9803444147109985
},
{
"p": 0.06756605952978134,
"m": 0.8179893493652344
},
{
"p": 0.04362071305513382,
"m": 0.9297653436660767
},
{
"p": 0.05871137976646423,
"m": 0.9231227040290833
},
{
"p": 0.06306459754705429,
"m": 1.0
},
{
"p": 0.09413769096136093,
"m": 0.9986072778701782
},
{
"p": 0.11060666292905807,
"m": 0.5
},
{
"p": 0.037912607192993164,
"m": 0.5
}
]
},
{
"epoch": 200,
"train_loss": 1.0801419019699097,
"val_loss": 0.8785615563392639,
"acc": 73.17,
"time": 337.44820505200187,
"param": [
{
"p": 0.07765550911426544,
"m": 0.5
},
{
"p": 0.07097078114748001,
"m": 0.5
},
{
"p": 0.09796668589115143,
"m": 0.5
},
{
"p": 0.06339461356401443,
"m": 0.8655979037284851
},
{
"p": 0.035620544105768204,
"m": 0.5101969242095947
},
{
"p": 0.07467544823884964,
"m": 0.14553873240947723
},
{
"p": 0.04579942300915718,
"m": 0.9777106046676636
},
{
"p": 0.10537020117044449,
"m": 0.99347323179245
},
{
"p": 0.07588854432106018,
"m": 0.9145183563232422
},
{
"p": 0.051898662000894547,
"m": 1.0
},
{
"p": 0.08307705074548721,
"m": 0.9173402786254883
},
{
"p": 0.06993920356035233,
"m": 1.0
},
{
"p": 0.09118220210075378,
"m": 0.5
},
{
"p": 0.056561026722192764,
"m": 0.5
}
]
}
]
}