AntoineH/smart_augmentation
1
0
Fork 0
mirror of https://github.com/AntoineHX/smart_augmentation.git synced 2025-05-04 12:10:45 +02:00
Code Issues Projects Releases Packages Wiki Activity
smart_augmentation/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it.json
Harle, Antoine (Contracteur) 4166922c34 Rangement
2020-02-28 16:46:37 -05:00

9938 lines
No EOL
164 KiB
JSON
Executable file
Raw Blame History

{
"Accuracy": 73.99,
"Time": [
116.04020718558667,
7.2394039229920555,
17654.861419399
],
"Optimizer": {
"Meta": {
"optim": "Adam",
"lr": 0.01
},
"Inner": {
"optim": "SGD",
"lr": 0.01,
"momentum": 0.9
}
},
"Device": "GeForce GTX 1080 Ti",
"Param_names": [
"Identity",
"FlipUD",
"FlipLR",
"Rotate",
"TranslateX",
"TranslateY",
"ShearX",
"ShearY",
"Contrast",
"Color",
"Brightness",
"Sharpness",
"Posterize",
"Solarize"
],
"Log": [
{
"epoch": 1,
"train_loss": 4.330484867095947,
"val_loss": 2.0627429485321045,
"acc": 27.87,
"time": 111.248667984,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07121136039495468,
"m": 1.0
},
{
"p": 0.07125532627105713,
"m": 1.0
},
{
"p": 0.07151506096124649,
"m": 1.0
},
{
"p": 0.0713101178407669,
"m": 1.0
},
{
"p": 0.0716027244925499,
"m": 0.9375153183937073
},
{
"p": 0.07149935513734818,
"m": 0.7352294921875
},
{
"p": 0.07154002785682678,
"m": 0.9986464977264404
},
{
"p": 0.07148465514183044,
"m": 0.911013126373291
},
{
"p": 0.0713973194360733,
"m": 1.0
},
{
"p": 0.07157804816961288,
"m": 0.9898533821105957
},
{
"p": 0.07148583978414536,
"m": 0.955095648765564
},
{
"p": 0.0714707151055336,
"m": 1.0
},
{
"p": 0.07150872051715851,
"m": 1.0
},
{
"p": 0.07114072144031525,
"m": 1.0
}
]
},
{
"epoch": 2,
"train_loss": 4.3042192459106445,
"val_loss": 1.7372938394546509,
"acc": 37.05,
"time": 109.19252815299998,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0716305747628212,
"m": 1.0
},
{
"p": 0.07122094184160233,
"m": 1.0
},
{
"p": 0.07158730179071426,
"m": 1.0
},
{
"p": 0.07162517309188843,
"m": 0.9547363519668579
},
{
"p": 0.07130169123411179,
"m": 0.8993129134178162
},
{
"p": 0.07108645141124725,
"m": 0.6226376295089722
},
{
"p": 0.07165789604187012,
"m": 0.8615579605102539
},
{
"p": 0.07142456620931625,
"m": 0.8990924954414368
},
{
"p": 0.07138551771640778,
"m": 0.9127659797668457
},
{
"p": 0.0714099258184433,
"m": 0.8928127288818359
},
{
"p": 0.0714980959892273,
"m": 0.9792732000350952
},
{
"p": 0.07142136991024017,
"m": 0.9993606209754944
},
{
"p": 0.07140229642391205,
"m": 1.0
},
{
"p": 0.07134823501110077,
"m": 1.0
}
]
},
{
"epoch": 3,
"train_loss": 3.5410971641540527,
"val_loss": 1.5948052406311035,
"acc": 40.65,
"time": 110.30457865599999,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07137393951416016,
"m": 1.0
},
{
"p": 0.07124269753694534,
"m": 1.0
},
{
"p": 0.07149752974510193,
"m": 1.0
},
{
"p": 0.07156368345022202,
"m": 0.8500028252601624
},
{
"p": 0.07138928025960922,
"m": 0.8221122622489929
},
{
"p": 0.07118651270866394,
"m": 0.7276614308357239
},
{
"p": 0.07142205536365509,
"m": 0.9026598930358887
},
{
"p": 0.07151169329881668,
"m": 0.9691928625106812
},
{
"p": 0.07150423526763916,
"m": 0.9821089506149292
},
{
"p": 0.0714661106467247,
"m": 0.8523356914520264
},
{
"p": 0.07147511839866638,
"m": 0.9377092719078064
},
{
"p": 0.07138390094041824,
"m": 1.0
},
{
"p": 0.07170065492391586,
"m": 1.0
},
{
"p": 0.07128256559371948,
"m": 1.0
}
]
},
{
"epoch": 4,
"train_loss": 3.659426689147949,
"val_loss": 1.624987006187439,
"acc": 43.44,
"time": 105.98987668299998,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07132349908351898,
"m": 1.0
},
{
"p": 0.07136457413434982,
"m": 1.0
},
{
"p": 0.07179457694292068,
"m": 1.0
},
{
"p": 0.07135728746652603,
"m": 0.8074645400047302
},
{
"p": 0.0713939517736435,
"m": 0.8367890119552612
},
{
"p": 0.07128346711397171,
"m": 0.9940761923789978
},
{
"p": 0.07119720429182053,
"m": 0.7937954068183899
},
{
"p": 0.07151328772306442,
"m": 0.9902949929237366
},
{
"p": 0.0715687945485115,
"m": 0.9151777029037476
},
{
"p": 0.07144903391599655,
"m": 0.9194525480270386
},
{
"p": 0.07172232866287231,
"m": 0.8671947717666626
},
{
"p": 0.07142272591590881,
"m": 1.0
},
{
"p": 0.07148239761590958,
"m": 1.0
},
{
"p": 0.07112689316272736,
"m": 1.0
}
]
},
{
"epoch": 5,
"train_loss": 3.304412841796875,
"val_loss": 1.5626609325408936,
"acc": 46.21,
"time": 110.138890242,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07166817784309387,
"m": 1.0
},
{
"p": 0.07104159146547318,
"m": 1.0
},
{
"p": 0.07156265527009964,
"m": 1.0
},
{
"p": 0.07160907238721848,
"m": 0.7403013110160828
},
{
"p": 0.07147547602653503,
"m": 0.720089316368103
},
{
"p": 0.07137925922870636,
"m": 0.9750614762306213
},
{
"p": 0.07114698737859726,
"m": 0.6225356459617615
},
{
"p": 0.07172879576683044,
"m": 0.9447993040084839
},
{
"p": 0.07146090269088745,
"m": 0.9862370491027832
},
{
"p": 0.07143773883581161,
"m": 0.947969377040863
},
{
"p": 0.07124920934438705,
"m": 1.0
},
{
"p": 0.07150713354349136,
"m": 0.9958232045173645
},
{
"p": 0.07148362696170807,
"m": 1.0
},
{
"p": 0.0712493285536766,
"m": 1.0
}
]
},
{
"epoch": 6,
"train_loss": 3.1480751037597656,
"val_loss": 1.5798949003219604,
"acc": 46.42,
"time": 105.64354662200003,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07171419262886047,
"m": 1.0
},
{
"p": 0.07154454290866852,
"m": 1.0
},
{
"p": 0.07131647318601608,
"m": 1.0
},
{
"p": 0.07156362384557724,
"m": 0.7371851205825806
},
{
"p": 0.07148617506027222,
"m": 0.5811193585395813
},
{
"p": 0.07109124958515167,
"m": 0.9970707893371582
},
{
"p": 0.07157383114099503,
"m": 0.6812578439712524
},
{
"p": 0.0712617039680481,
"m": 0.9856958985328674
},
{
"p": 0.07146447151899338,
"m": 0.9813547730445862
},
{
"p": 0.07133631408214569,
"m": 0.9022382497787476
},
{
"p": 0.0717305988073349,
"m": 1.0
},
{
"p": 0.071465402841568,
"m": 1.0
},
{
"p": 0.0713954046368599,
"m": 1.0
},
{
"p": 0.07105601578950882,
"m": 1.0
}
]
},
{
"epoch": 7,
"train_loss": 3.1952743530273438,
"val_loss": 1.46891450881958,
"acc": 47.64,
"time": 106.95626578300005,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07137013226747513,
"m": 1.0
},
{
"p": 0.07118918001651764,
"m": 1.0
},
{
"p": 0.0716051459312439,
"m": 1.0
},
{
"p": 0.07134348899126053,
"m": 0.7487944960594177
},
{
"p": 0.07143469899892807,
"m": 0.39429983496665955
},
{
"p": 0.07128141820430756,
"m": 0.9906283617019653
},
{
"p": 0.07149116694927216,
"m": 0.8044620156288147
},
{
"p": 0.07152654975652695,
"m": 0.9691148996353149
},
{
"p": 0.0715518370270729,
"m": 1.0
},
{
"p": 0.07146669179201126,
"m": 0.8367114067077637
},
{
"p": 0.07138911634683609,
"m": 0.9785802960395813
},
{
"p": 0.07139300554990768,
"m": 0.9991084933280945
},
{
"p": 0.07153736054897308,
"m": 1.0
},
{
"p": 0.07142020761966705,
"m": 1.0
}
]
},
{
"epoch": 8,
"train_loss": 2.8915038108825684,
"val_loss": 1.4450163841247559,
"acc": 52.73,
"time": 106.022438007,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07156442850828171,
"m": 1.0
},
{
"p": 0.07128610461950302,
"m": 1.0
},
{
"p": 0.07140441983938217,
"m": 1.0
},
{
"p": 0.07149850577116013,
"m": 0.7812609076499939
},
{
"p": 0.07148769497871399,
"m": 0.364601731300354
},
{
"p": 0.07132963836193085,
"m": 0.9285306334495544
},
{
"p": 0.07142022252082825,
"m": 0.8712671995162964
},
{
"p": 0.07139331102371216,
"m": 0.9567694664001465
},
{
"p": 0.0714951679110527,
"m": 0.9999029040336609
},
{
"p": 0.07155466824769974,
"m": 0.7992492914199829
},
{
"p": 0.0712800994515419,
"m": 0.9998986124992371
},
{
"p": 0.07152660936117172,
"m": 0.9994951486587524
},
{
"p": 0.07157895714044571,
"m": 1.0
},
{
"p": 0.07118012756109238,
"m": 1.0
}
]
},
{
"epoch": 9,
"train_loss": 2.699894905090332,
"val_loss": 1.3023874759674072,
"acc": 54.27,
"time": 111.54475218099992,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146073132753372,
"m": 1.0
},
{
"p": 0.07130736112594604,
"m": 1.0
},
{
"p": 0.07143033295869827,
"m": 1.0
},
{
"p": 0.0712464451789856,
"m": 0.7947803735733032
},
{
"p": 0.07150564342737198,
"m": 0.22744832932949066
},
{
"p": 0.0713457390666008,
"m": 0.9041016101837158
},
{
"p": 0.0715763047337532,
"m": 0.8750059008598328
},
{
"p": 0.07140539586544037,
"m": 1.0
},
{
"p": 0.07139536738395691,
"m": 0.9800756573677063
},
{
"p": 0.07155608385801315,
"m": 0.7813310027122498
},
{
"p": 0.07148026674985886,
"m": 1.0
},
{
"p": 0.0714602917432785,
"m": 0.9998036623001099
},
{
"p": 0.07156792283058167,
"m": 1.0
},
{
"p": 0.07126213610172272,
"m": 1.0
}
]
},
{
"epoch": 10,
"train_loss": 2.8430585861206055,
"val_loss": 1.3543795347213745,
"acc": 53.71,
"time": 107.96555877999992,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.071556955575943,
"m": 1.0
},
{
"p": 0.07125609368085861,
"m": 1.0
},
{
"p": 0.07157302647829056,
"m": 1.0
},
{
"p": 0.07119756191968918,
"m": 0.9725666046142578
},
{
"p": 0.07157782465219498,
"m": 0.2609383165836334
},
{
"p": 0.07144966721534729,
"m": 0.9629490971565247
},
{
"p": 0.0713844746351242,
"m": 0.8697435259819031
},
{
"p": 0.07121925055980682,
"m": 0.9982021450996399
},
{
"p": 0.07143770903348923,
"m": 0.960395097732544
},
{
"p": 0.07187974452972412,
"m": 0.751725435256958
},
{
"p": 0.07103791832923889,
"m": 0.9928518533706665
},
{
"p": 0.07150589674711227,
"m": 1.0
},
{
"p": 0.07151180505752563,
"m": 1.0
},
{
"p": 0.07141207903623581,
"m": 1.0
}
]
},
{
"epoch": 11,
"train_loss": 2.7767629623413086,
"val_loss": 1.2229995727539062,
"acc": 55.47,
"time": 108.47639230999994,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07139552384614944,
"m": 1.0
},
{
"p": 0.07135367393493652,
"m": 1.0
},
{
"p": 0.07136515527963638,
"m": 1.0
},
{
"p": 0.07143134623765945,
"m": 0.9496427774429321
},
{
"p": 0.07139725238084793,
"m": 0.25943052768707275
},
{
"p": 0.07130211591720581,
"m": 1.0
},
{
"p": 0.07153604179620743,
"m": 0.8704599142074585
},
{
"p": 0.07152339816093445,
"m": 1.0
},
{
"p": 0.07150977849960327,
"m": 0.9991185069084167
},
{
"p": 0.07150942087173462,
"m": 0.6439281702041626
},
{
"p": 0.07178599387407303,
"m": 1.0
},
{
"p": 0.07146381586790085,
"m": 1.0
},
{
"p": 0.07130918651819229,
"m": 1.0
},
{
"p": 0.07111726701259613,
"m": 1.0
}
]
},
{
"epoch": 12,
"train_loss": 2.9582161903381348,
"val_loss": 1.341941475868225,
"acc": 57.18,
"time": 105.39648162399999,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07128489762544632,
"m": 1.0
},
{
"p": 0.0712754875421524,
"m": 1.0
},
{
"p": 0.07163840532302856,
"m": 1.0
},
{
"p": 0.0715104416012764,
"m": 0.9499771595001221
},
{
"p": 0.07141757011413574,
"m": 0.28551721572875977
},
{
"p": 0.07122805714607239,
"m": 0.9666059017181396
},
{
"p": 0.07150569558143616,
"m": 0.9404250383377075
},
{
"p": 0.07146533578634262,
"m": 0.996906578540802
},
{
"p": 0.0716640055179596,
"m": 1.0
},
{
"p": 0.07141947746276855,
"m": 0.608191967010498
},
{
"p": 0.07135968655347824,
"m": 1.0
},
{
"p": 0.07154818624258041,
"m": 1.0
},
{
"p": 0.07157382369041443,
"m": 1.0
},
{
"p": 0.07110894471406937,
"m": 1.0
}
]
},
{
"epoch": 13,
"train_loss": 2.96000599861145,
"val_loss": 1.2662473917007446,
"acc": 58.93,
"time": 106.58315844799995,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0715198665857315,
"m": 1.0
},
{
"p": 0.07114212960004807,
"m": 1.0
},
{
"p": 0.07151718437671661,
"m": 1.0
},
{
"p": 0.07156617194414139,
"m": 0.9028300046920776
},
{
"p": 0.07139821350574493,
"m": 0.2893301546573639
},
{
"p": 0.07135459780693054,
"m": 0.8056429028511047
},
{
"p": 0.0714711844921112,
"m": 0.9035961031913757
},
{
"p": 0.07151700556278229,
"m": 1.0
},
{
"p": 0.07152067869901657,
"m": 0.9686552882194519
},
{
"p": 0.07154902815818787,
"m": 0.6545274257659912
},
{
"p": 0.07155164331197739,
"m": 1.0
},
{
"p": 0.07142926007509232,
"m": 1.0
},
{
"p": 0.07139591872692108,
"m": 1.0
},
{
"p": 0.07106713950634003,
"m": 1.0
}
]
},
{
"epoch": 14,
"train_loss": 2.7467169761657715,
"val_loss": 1.0828838348388672,
"acc": 60.54,
"time": 109.47840796600008,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07123827189207077,
"m": 1.0
},
{
"p": 0.07131543755531311,
"m": 1.0
},
{
"p": 0.0715605616569519,
"m": 1.0
},
{
"p": 0.07140549272298813,
"m": 0.9527646899223328
},
{
"p": 0.07161769270896912,
"m": 0.31322383880615234
},
{
"p": 0.07113451510667801,
"m": 0.889545202255249
},
{
"p": 0.07164491713047028,
"m": 0.9166372418403625
},
{
"p": 0.07158558070659637,
"m": 0.9897832274436951
},
{
"p": 0.07159889489412308,
"m": 0.9873982071876526
},
{
"p": 0.07127375155687332,
"m": 0.7224544882774353
},
{
"p": 0.07168439030647278,
"m": 1.0
},
{
"p": 0.07136300951242447,
"m": 0.9994081258773804
},
{
"p": 0.07167691737413406,
"m": 1.0
},
{
"p": 0.0709005668759346,
"m": 1.0
}
]
},
{
"epoch": 15,
"train_loss": 2.893125057220459,
"val_loss": 1.0876779556274414,
"acc": 59.46,
"time": 105.49554281699989,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07153656333684921,
"m": 1.0
},
{
"p": 0.07113051414489746,
"m": 1.0
},
{
"p": 0.07171321660280228,
"m": 1.0
},
{
"p": 0.07147424668073654,
"m": 1.0
},
{
"p": 0.07130856066942215,
"m": 0.3512102961540222
},
{
"p": 0.07142927497625351,
"m": 0.8236847519874573
},
{
"p": 0.07137613743543625,
"m": 0.9772137403488159
},
{
"p": 0.07135770469903946,
"m": 1.0
},
{
"p": 0.0716819241642952,
"m": 1.0
},
{
"p": 0.07161299884319305,
"m": 0.6357701420783997
},
{
"p": 0.07148367166519165,
"m": 0.9991146922111511
},
{
"p": 0.07149027287960052,
"m": 1.0
},
{
"p": 0.07142788171768188,
"m": 1.0
},
{
"p": 0.07097703963518143,
"m": 1.0
}
]
},
{
"epoch": 16,
"train_loss": 2.622447967529297,
"val_loss": 1.100515604019165,
"acc": 61.77,
"time": 107.14649996900016,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0715232565999031,
"m": 1.0
},
{
"p": 0.07147397845983505,
"m": 1.0
},
{
"p": 0.0714220255613327,
"m": 1.0
},
{
"p": 0.0714465081691742,
"m": 1.0
},
{
"p": 0.07156852632761002,
"m": 0.2524946928024292
},
{
"p": 0.07101242244243622,
"m": 0.719295084476471
},
{
"p": 0.07155958563089371,
"m": 0.974721372127533
},
{
"p": 0.07137317955493927,
"m": 0.9984718561172485
},
{
"p": 0.07146590203046799,
"m": 0.9838615655899048
},
{
"p": 0.07156574726104736,
"m": 0.6152465343475342
},
{
"p": 0.07150952517986298,
"m": 0.9855764508247375
},
{
"p": 0.07130564004182816,
"m": 0.9971755146980286
},
{
"p": 0.0716855376958847,
"m": 1.0
},
{
"p": 0.07108815014362335,
"m": 1.0
}
]
},
{
"epoch": 17,
"train_loss": 2.328498363494873,
"val_loss": 1.0584272146224976,
"acc": 63.68,
"time": 109.226421953,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0715293362736702,
"m": 1.0
},
{
"p": 0.07105860859155655,
"m": 1.0
},
{
"p": 0.07154766470193863,
"m": 1.0
},
{
"p": 0.07150329649448395,
"m": 0.9340839385986328
},
{
"p": 0.07141323387622833,
"m": 0.32762327790260315
},
{
"p": 0.07119600474834442,
"m": 0.6993471384048462
},
{
"p": 0.0714939683675766,
"m": 0.9583532810211182
},
{
"p": 0.07151719182729721,
"m": 0.9712821841239929
},
{
"p": 0.07144226878881454,
"m": 1.0
},
{
"p": 0.07138512283563614,
"m": 0.5469117760658264
},
{
"p": 0.07150443643331528,
"m": 0.8972931504249573
},
{
"p": 0.07148559391498566,
"m": 0.9944062232971191
},
{
"p": 0.07181885093450546,
"m": 1.0
},
{
"p": 0.07110437750816345,
"m": 1.0
}
]
},
{
"epoch": 18,
"train_loss": 2.3110759258270264,
"val_loss": 1.0269888639450073,
"acc": 61.34,
"time": 108.03830288200015,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07154566049575806,
"m": 1.0
},
{
"p": 0.07117930054664612,
"m": 1.0
},
{
"p": 0.07157851755619049,
"m": 1.0
},
{
"p": 0.07132215797901154,
"m": 0.9150258898735046
},
{
"p": 0.07150784879922867,
"m": 0.33831819891929626
},
{
"p": 0.07134886831045151,
"m": 0.5932050943374634
},
{
"p": 0.0713743045926094,
"m": 0.9328782558441162
},
{
"p": 0.07133064419031143,
"m": 0.9772561192512512
},
{
"p": 0.07146220654249191,
"m": 1.0
},
{
"p": 0.07152759283781052,
"m": 0.6806420087814331
},
{
"p": 0.07163769751787186,
"m": 1.0
},
{
"p": 0.07146032899618149,
"m": 1.0
},
{
"p": 0.07162221521139145,
"m": 1.0
},
{
"p": 0.07110269367694855,
"m": 1.0
}
]
},
{
"epoch": 19,
"train_loss": 2.5147762298583984,
"val_loss": 1.061171054840088,
"acc": 61.42,
"time": 105.87504868400015,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.071511410176754,
"m": 1.0
},
{
"p": 0.07123886048793793,
"m": 1.0
},
{
"p": 0.07171554863452911,
"m": 1.0
},
{
"p": 0.071439728140831,
"m": 0.9539633989334106
},
{
"p": 0.07134637236595154,
"m": 0.32324665784835815
},
{
"p": 0.0713183805346489,
"m": 0.5241882801055908
},
{
"p": 0.07151554524898529,
"m": 0.9830225110054016
},
{
"p": 0.0714629739522934,
"m": 0.9787699580192566
},
{
"p": 0.0712866336107254,
"m": 0.999443531036377
},
{
"p": 0.07166046649217606,
"m": 0.6063871383666992
},
{
"p": 0.07131731510162354,
"m": 1.0
},
{
"p": 0.07146408408880234,
"m": 1.0
},
{
"p": 0.07141711562871933,
"m": 1.0
},
{
"p": 0.07130556553602219,
"m": 1.0
}
]
},
{
"epoch": 20,
"train_loss": 2.2735204696655273,
"val_loss": 0.9770148396492004,
"acc": 63.17,
"time": 108.03897779599993,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07151933014392853,
"m": 1.0
},
{
"p": 0.07112050801515579,
"m": 1.0
},
{
"p": 0.07156582176685333,
"m": 1.0
},
{
"p": 0.07137049734592438,
"m": 0.8742324113845825
},
{
"p": 0.07139724493026733,
"m": 0.3216473162174225
},
{
"p": 0.0714147686958313,
"m": 0.5657954216003418
},
{
"p": 0.07150811702013016,
"m": 0.9450203776359558
},
{
"p": 0.07157193124294281,
"m": 0.941275417804718
},
{
"p": 0.07137329131364822,
"m": 1.0
},
{
"p": 0.07142504304647446,
"m": 0.6970697641372681
},
{
"p": 0.07157394289970398,
"m": 1.0
},
{
"p": 0.07139011472463608,
"m": 1.0
},
{
"p": 0.07144874334335327,
"m": 1.0
},
{
"p": 0.07132066041231155,
"m": 1.0
}
]
},
{
"epoch": 21,
"train_loss": 2.032200813293457,
"val_loss": 1.015183687210083,
"acc": 64.5,
"time": 106.55419018200018,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07132188230752945,
"m": 1.0
},
{
"p": 0.07132982462644577,
"m": 1.0
},
{
"p": 0.07156756520271301,
"m": 1.0
},
{
"p": 0.071601502597332,
"m": 0.7729247212409973
},
{
"p": 0.07143218070268631,
"m": 0.2929046154022217
},
{
"p": 0.07139259576797485,
"m": 0.5539965629577637
},
{
"p": 0.0714261457324028,
"m": 0.770495593547821
},
{
"p": 0.07145049422979355,
"m": 0.9960164427757263
},
{
"p": 0.07121328264474869,
"m": 0.9659748077392578
},
{
"p": 0.07160748541355133,
"m": 0.7784211039543152
},
{
"p": 0.07140899449586868,
"m": 0.9995409846305847
},
{
"p": 0.07147493213415146,
"m": 1.0
},
{
"p": 0.0716116651892662,
"m": 1.0
},
{
"p": 0.07116144895553589,
"m": 1.0
}
]
},
{
"epoch": 22,
"train_loss": 2.428417205810547,
"val_loss": 0.9379971027374268,
"acc": 66.35,
"time": 107.30054289000009,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07149744778871536,
"m": 1.0
},
{
"p": 0.07123836129903793,
"m": 1.0
},
{
"p": 0.07152227312326431,
"m": 1.0
},
{
"p": 0.07143028825521469,
"m": 0.8447383046150208
},
{
"p": 0.0714193657040596,
"m": 0.3329367935657501
},
{
"p": 0.0712827518582344,
"m": 0.6230771541595459
},
{
"p": 0.07139451056718826,
"m": 0.8318489789962769
},
{
"p": 0.07139426469802856,
"m": 0.9723280072212219
},
{
"p": 0.07134365290403366,
"m": 0.9992790222167969
},
{
"p": 0.0715918019413948,
"m": 0.7545956969261169
},
{
"p": 0.0715467780828476,
"m": 1.0
},
{
"p": 0.07167139649391174,
"m": 1.0
},
{
"p": 0.07163708657026291,
"m": 1.0
},
{
"p": 0.07103005051612854,
"m": 1.0
}
]
},
{
"epoch": 23,
"train_loss": 2.228257894515991,
"val_loss": 1.048568844795227,
"acc": 65.39,
"time": 105.92827342300006,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07154043018817902,
"m": 1.0
},
{
"p": 0.07126618921756744,
"m": 1.0
},
{
"p": 0.07151465117931366,
"m": 1.0
},
{
"p": 0.0714469850063324,
"m": 0.7419268488883972
},
{
"p": 0.07120172679424286,
"m": 0.3647192120552063
},
{
"p": 0.0715167373418808,
"m": 0.792682945728302
},
{
"p": 0.07151395082473755,
"m": 0.8907322287559509
},
{
"p": 0.0714227631688118,
"m": 0.9998608231544495
},
{
"p": 0.07133039087057114,
"m": 1.0
},
{
"p": 0.07149750739336014,
"m": 0.8053857684135437
},
{
"p": 0.07143484055995941,
"m": 1.0
},
{
"p": 0.07161669433116913,
"m": 1.0
},
{
"p": 0.07146656513214111,
"m": 1.0
},
{
"p": 0.07123056799173355,
"m": 1.0
}
]
},
{
"epoch": 24,
"train_loss": 1.9197289943695068,
"val_loss": 0.9244889616966248,
"acc": 65.72,
"time": 105.33523803300022,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07173822075128555,
"m": 1.0
},
{
"p": 0.07115484029054642,
"m": 1.0
},
{
"p": 0.07135823369026184,
"m": 1.0
},
{
"p": 0.07146933674812317,
"m": 0.7160038948059082
},
{
"p": 0.07145322859287262,
"m": 0.24228878319263458
},
{
"p": 0.07122895866632462,
"m": 0.8285479545593262
},
{
"p": 0.07159148901700974,
"m": 1.0
},
{
"p": 0.07142239809036255,
"m": 1.0
},
{
"p": 0.07155018299818039,
"m": 1.0
},
{
"p": 0.07151994109153748,
"m": 0.8975144624710083
},
{
"p": 0.07127583026885986,
"m": 0.9935531616210938
},
{
"p": 0.07157360762357712,
"m": 1.0
},
{
"p": 0.07148930430412292,
"m": 1.0
},
{
"p": 0.07117444276809692,
"m": 1.0
}
]
},
{
"epoch": 25,
"train_loss": 2.1600403785705566,
"val_loss": 0.9984773993492126,
"acc": 65.29,
"time": 109.59216448699999,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07132133096456528,
"m": 1.0
},
{
"p": 0.07140602171421051,
"m": 1.0
},
{
"p": 0.07128603756427765,
"m": 1.0
},
{
"p": 0.07136394083499908,
"m": 0.8357098698616028
},
{
"p": 0.071401447057724,
"m": 0.34343305230140686
},
{
"p": 0.07153564691543579,
"m": 0.8435638546943665
},
{
"p": 0.07140831649303436,
"m": 0.9934490323066711
},
{
"p": 0.07142531871795654,
"m": 1.0
},
{
"p": 0.07143013924360275,
"m": 1.0
},
{
"p": 0.07141830027103424,
"m": 0.9743541479110718
},
{
"p": 0.07146614044904709,
"m": 1.0
},
{
"p": 0.07154340296983719,
"m": 0.9971587061882019
},
{
"p": 0.07157426327466965,
"m": 1.0
},
{
"p": 0.07141964882612228,
"m": 1.0
}
]
},
{
"epoch": 26,
"train_loss": 2.1849071979522705,
"val_loss": 0.9360871315002441,
"acc": 65.7,
"time": 106.55119654800001,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07149345427751541,
"m": 1.0
},
{
"p": 0.0712602511048317,
"m": 1.0
},
{
"p": 0.07152875512838364,
"m": 1.0
},
{
"p": 0.07124382257461548,
"m": 0.7519091367721558
},
{
"p": 0.07138162106275558,
"m": 0.4501703083515167
},
{
"p": 0.0712108388543129,
"m": 0.8475325107574463
},
{
"p": 0.07152377814054489,
"m": 0.8593971729278564
},
{
"p": 0.071355439722538,
"m": 0.9317002296447754
},
{
"p": 0.07149051874876022,
"m": 0.9893642663955688
},
{
"p": 0.07149620354175568,
"m": 1.0
},
{
"p": 0.07141436636447906,
"m": 0.9995166659355164
},
{
"p": 0.07148092240095139,
"m": 0.999998152256012
},
{
"p": 0.07170747965574265,
"m": 1.0
},
{
"p": 0.07141254842281342,
"m": 1.0
}
]
},
{
"epoch": 27,
"train_loss": 2.0764145851135254,
"val_loss": 1.0233306884765625,
"acc": 66.87,
"time": 112.52533834199994,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07155626267194748,
"m": 1.0
},
{
"p": 0.07108905166387558,
"m": 1.0
},
{
"p": 0.07146304845809937,
"m": 1.0
},
{
"p": 0.07143919914960861,
"m": 0.7716717720031738
},
{
"p": 0.0713295117020607,
"m": 0.5638258457183838
},
{
"p": 0.07139107584953308,
"m": 0.828360378742218
},
{
"p": 0.0713747888803482,
"m": 0.885688066482544
},
{
"p": 0.071326844394207,
"m": 1.0
},
{
"p": 0.07161568105220795,
"m": 0.9831444025039673
},
{
"p": 0.07150893658399582,
"m": 0.9962284564971924
},
{
"p": 0.0714360922574997,
"m": 1.0
},
{
"p": 0.07148245722055435,
"m": 1.0
},
{
"p": 0.07164879143238068,
"m": 1.0
},
{
"p": 0.07133828848600388,
"m": 1.0
}
]
},
{
"epoch": 28,
"train_loss": 2.232974052429199,
"val_loss": 0.9490053653717041,
"acc": 65.24,
"time": 106.9954486509996,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07154596596956253,
"m": 1.0
},
{
"p": 0.07126789540052414,
"m": 1.0
},
{
"p": 0.0714748203754425,
"m": 1.0
},
{
"p": 0.07177405059337616,
"m": 0.675348162651062
},
{
"p": 0.07133457809686661,
"m": 0.5233145356178284
},
{
"p": 0.07154645770788193,
"m": 0.9192523956298828
},
{
"p": 0.07142084091901779,
"m": 0.993015468120575
},
{
"p": 0.0713752955198288,
"m": 1.0
},
{
"p": 0.07124952226877213,
"m": 0.9977606534957886
},
{
"p": 0.0713430866599083,
"m": 1.0
},
{
"p": 0.07102733850479126,
"m": 0.9775645732879639
},
{
"p": 0.07154419273138046,
"m": 1.0
},
{
"p": 0.07173386216163635,
"m": 1.0
},
{
"p": 0.07136208564043045,
"m": 1.0
}
]
},
{
"epoch": 29,
"train_loss": 2.0186166763305664,
"val_loss": 0.8732065558433533,
"acc": 67.24,
"time": 108.58558657600042,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07175207138061523,
"m": 1.0
},
{
"p": 0.0714198499917984,
"m": 1.0
},
{
"p": 0.07156500220298767,
"m": 1.0
},
{
"p": 0.07142117619514465,
"m": 0.7633223533630371
},
{
"p": 0.07149947434663773,
"m": 0.5317395925521851
},
{
"p": 0.07095292210578918,
"m": 0.9812506437301636
},
{
"p": 0.0716349259018898,
"m": 0.9303042888641357
},
{
"p": 0.0711166188120842,
"m": 1.0
},
{
"p": 0.07159783691167831,
"m": 0.9333497285842896
},
{
"p": 0.07146064937114716,
"m": 1.0
},
{
"p": 0.07131350785493851,
"m": 0.9983981847763062
},
{
"p": 0.07160232961177826,
"m": 1.0
},
{
"p": 0.07151862978935242,
"m": 1.0
},
{
"p": 0.07114503532648087,
"m": 1.0
}
]
},
{
"epoch": 30,
"train_loss": 1.893951177597046,
"val_loss": 0.9126749038696289,
"acc": 66.56,
"time": 107.95781747399997,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07131709158420563,
"m": 1.0
},
{
"p": 0.07119044661521912,
"m": 1.0
},
{
"p": 0.07159720361232758,
"m": 1.0
},
{
"p": 0.07136011123657227,
"m": 0.7811428904533386
},
{
"p": 0.07132133096456528,
"m": 0.5557096004486084
},
{
"p": 0.0713873952627182,
"m": 0.8902455568313599
},
{
"p": 0.07159382849931717,
"m": 0.948298990726471
},
{
"p": 0.07155453413724899,
"m": 0.9605394601821899
},
{
"p": 0.07153866440057755,
"m": 1.0
},
{
"p": 0.07172578573226929,
"m": 0.9965311884880066
},
{
"p": 0.0711839348077774,
"m": 0.9941110014915466
},
{
"p": 0.07147382944822311,
"m": 1.0
},
{
"p": 0.07158339023590088,
"m": 1.0
},
{
"p": 0.07117246091365814,
"m": 1.0
}
]
},
{
"epoch": 31,
"train_loss": 2.126586675643921,
"val_loss": 0.8661795258522034,
"acc": 67.94,
"time": 107.76995559899979,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07157618552446365,
"m": 1.0
},
{
"p": 0.07117144763469696,
"m": 1.0
},
{
"p": 0.07125359773635864,
"m": 1.0
},
{
"p": 0.07118938863277435,
"m": 0.6934770941734314
},
{
"p": 0.07134269922971725,
"m": 0.4811217188835144
},
{
"p": 0.07148834317922592,
"m": 0.8028498291969299
},
{
"p": 0.07164502888917923,
"m": 0.981500506401062
},
{
"p": 0.0712549239397049,
"m": 1.0
},
{
"p": 0.07160137593746185,
"m": 0.9989756941795349
},
{
"p": 0.07145416736602783,
"m": 0.988249659538269
},
{
"p": 0.07143135368824005,
"m": 0.9854635000228882
},
{
"p": 0.0716472640633583,
"m": 1.0
},
{
"p": 0.07147239148616791,
"m": 1.0
},
{
"p": 0.07147183269262314,
"m": 1.0
}
]
},
{
"epoch": 32,
"train_loss": 2.1381707191467285,
"val_loss": 0.8964025378227234,
"acc": 67.92,
"time": 111.60348447800015,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07176194339990616,
"m": 1.0
},
{
"p": 0.07114008069038391,
"m": 1.0
},
{
"p": 0.07152856141328812,
"m": 1.0
},
{
"p": 0.07138747721910477,
"m": 0.8513771295547485
},
{
"p": 0.0714612826704979,
"m": 0.5174762010574341
},
{
"p": 0.07097017765045166,
"m": 0.8826873302459717
},
{
"p": 0.0714288279414177,
"m": 0.9711088538169861
},
{
"p": 0.07128572463989258,
"m": 0.9774333238601685
},
{
"p": 0.07152070850133896,
"m": 1.0
},
{
"p": 0.07152276486158371,
"m": 0.957735538482666
},
{
"p": 0.07152024656534195,
"m": 0.9796872138977051
},
{
"p": 0.07153473049402237,
"m": 1.0
},
{
"p": 0.07160439342260361,
"m": 1.0
},
{
"p": 0.07133310288190842,
"m": 1.0
}
]
},
{
"epoch": 33,
"train_loss": 2.298156261444092,
"val_loss": 0.9112446308135986,
"acc": 68.56,
"time": 111.69767869899988,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07141850143671036,
"m": 1.0
},
{
"p": 0.07128041237592697,
"m": 1.0
},
{
"p": 0.07144681364297867,
"m": 1.0
},
{
"p": 0.07119225710630417,
"m": 0.9995977878570557
},
{
"p": 0.07139037549495697,
"m": 0.5892452597618103
},
{
"p": 0.07130327075719833,
"m": 0.9092531204223633
},
{
"p": 0.07145712524652481,
"m": 0.9757825136184692
},
{
"p": 0.07136423140764236,
"m": 1.0
},
{
"p": 0.07155518233776093,
"m": 1.0
},
{
"p": 0.07165667414665222,
"m": 0.9781555533409119
},
{
"p": 0.07165804505348206,
"m": 1.0
},
{
"p": 0.07151705771684647,
"m": 1.0
},
{
"p": 0.07156813889741898,
"m": 1.0
},
{
"p": 0.07119192183017731,
"m": 1.0
}
]
},
{
"epoch": 34,
"train_loss": 2.150691509246826,
"val_loss": 0.8696990013122559,
"acc": 67.42,
"time": 113.8813430690002,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146495580673218,
"m": 1.0
},
{
"p": 0.07130417227745056,
"m": 1.0
},
{
"p": 0.07136903703212738,
"m": 1.0
},
{
"p": 0.0711803287267685,
"m": 0.9860420227050781
},
{
"p": 0.07131071388721466,
"m": 0.522564172744751
},
{
"p": 0.07136241346597672,
"m": 0.8382486701011658
},
{
"p": 0.07160589098930359,
"m": 1.0
},
{
"p": 0.07140063494443893,
"m": 1.0
},
{
"p": 0.07158214598894119,
"m": 1.0
},
{
"p": 0.0713556781411171,
"m": 1.0
},
{
"p": 0.07161935418844223,
"m": 0.9948366284370422
},
{
"p": 0.071832075715065,
"m": 1.0
},
{
"p": 0.07142363488674164,
"m": 1.0
},
{
"p": 0.07118896394968033,
"m": 1.0
}
]
},
{
"epoch": 35,
"train_loss": 1.6706714630126953,
"val_loss": 0.9391334652900696,
"acc": 66.81,
"time": 109.81843524899978,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07159264385700226,
"m": 1.0
},
{
"p": 0.07129546999931335,
"m": 1.0
},
{
"p": 0.07152903825044632,
"m": 1.0
},
{
"p": 0.07159575819969177,
"m": 0.8213890790939331
},
{
"p": 0.07155908644199371,
"m": 0.5417196750640869
},
{
"p": 0.071225106716156,
"m": 0.9793986678123474
},
{
"p": 0.07151944935321808,
"m": 0.9925206899642944
},
{
"p": 0.07136113196611404,
"m": 0.9550974369049072
},
{
"p": 0.07143133133649826,
"m": 0.9978065490722656
},
{
"p": 0.07141806930303574,
"m": 1.0
},
{
"p": 0.0714479386806488,
"m": 0.9974583983421326
},
{
"p": 0.07136816531419754,
"m": 1.0
},
{
"p": 0.0714336708188057,
"m": 1.0
},
{
"p": 0.07122316211462021,
"m": 1.0
}
]
},
{
"epoch": 36,
"train_loss": 1.918994426727295,
"val_loss": 0.8890013694763184,
"acc": 68.42,
"time": 111.49922144399989,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0714632049202919,
"m": 1.0
},
{
"p": 0.07132608443498611,
"m": 1.0
},
{
"p": 0.07139846682548523,
"m": 1.0
},
{
"p": 0.07116138190031052,
"m": 0.7980143427848816
},
{
"p": 0.07120214402675629,
"m": 0.44130367040634155
},
{
"p": 0.07159919291734695,
"m": 0.971149742603302
},
{
"p": 0.07147097587585449,
"m": 0.9756761789321899
},
{
"p": 0.07142490148544312,
"m": 0.9489557147026062
},
{
"p": 0.07153470069169998,
"m": 1.0
},
{
"p": 0.07149249315261841,
"m": 1.0
},
{
"p": 0.07141687721014023,
"m": 0.9400984644889832
},
{
"p": 0.07149921357631683,
"m": 1.0
},
{
"p": 0.07155539840459824,
"m": 1.0
},
{
"p": 0.0714549720287323,
"m": 1.0
}
]
},
{
"epoch": 37,
"train_loss": 1.825201392173767,
"val_loss": 0.9110488891601562,
"acc": 68.97,
"time": 111.59859520700002,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07156743854284286,
"m": 1.0
},
{
"p": 0.0713263526558876,
"m": 1.0
},
{
"p": 0.07129798829555511,
"m": 1.0
},
{
"p": 0.0714273452758789,
"m": 0.7292366623878479
},
{
"p": 0.0712476596236229,
"m": 0.4426054358482361
},
{
"p": 0.0710655227303505,
"m": 1.0
},
{
"p": 0.0714346319437027,
"m": 0.9100726246833801
},
{
"p": 0.07142473012208939,
"m": 0.8965035080909729
},
{
"p": 0.07140646129846573,
"m": 0.9446464776992798
},
{
"p": 0.07160394638776779,
"m": 0.9553102850914001
},
{
"p": 0.07158718258142471,
"m": 0.9848783016204834
},
{
"p": 0.07152122259140015,
"m": 1.0
},
{
"p": 0.07175789028406143,
"m": 1.0
},
{
"p": 0.07133160531520844,
"m": 1.0
}
]
},
{
"epoch": 38,
"train_loss": 2.1895084381103516,
"val_loss": 1.004462718963623,
"acc": 69.35,
"time": 111.08429866899951,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07153820246458054,
"m": 1.0
},
{
"p": 0.07135023921728134,
"m": 1.0
},
{
"p": 0.07135584205389023,
"m": 1.0
},
{
"p": 0.07147036492824554,
"m": 0.8044196963310242
},
{
"p": 0.07122427970170975,
"m": 0.39171507954597473
},
{
"p": 0.07129095494747162,
"m": 0.9793004989624023
},
{
"p": 0.07152048498392105,
"m": 0.8679100275039673
},
{
"p": 0.07167152315378189,
"m": 0.9616033434867859
},
{
"p": 0.07141099870204926,
"m": 0.9896263480186462
},
{
"p": 0.07138795405626297,
"m": 0.9333852529525757
},
{
"p": 0.07147002220153809,
"m": 1.0
},
{
"p": 0.07148759067058563,
"m": 1.0
},
{
"p": 0.07147166132926941,
"m": 1.0
},
{
"p": 0.0713498443365097,
"m": 1.0
}
]
},
{
"epoch": 39,
"train_loss": 1.9234601259231567,
"val_loss": 0.9928034543991089,
"acc": 68.56,
"time": 112.9885476620002,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07154718041419983,
"m": 1.0
},
{
"p": 0.07134298980236053,
"m": 1.0
},
{
"p": 0.0714072436094284,
"m": 1.0
},
{
"p": 0.07145009189844131,
"m": 0.888508677482605
},
{
"p": 0.07109881937503815,
"m": 0.5790789723396301
},
{
"p": 0.07128982990980148,
"m": 0.9613139033317566
},
{
"p": 0.07119708508253098,
"m": 0.9151238799095154
},
{
"p": 0.07129296660423279,
"m": 1.0
},
{
"p": 0.07149657607078552,
"m": 1.0
},
{
"p": 0.07165073603391647,
"m": 1.0
},
{
"p": 0.071479931473732,
"m": 1.0
},
{
"p": 0.07151003181934357,
"m": 1.0
},
{
"p": 0.07164254039525986,
"m": 1.0
},
{
"p": 0.07159395515918732,
"m": 1.0
}
]
},
{
"epoch": 40,
"train_loss": 1.8797626495361328,
"val_loss": 0.8870087265968323,
"acc": 69.05,
"time": 113.31548440999995,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07158699631690979,
"m": 1.0
},
{
"p": 0.07115527987480164,
"m": 1.0
},
{
"p": 0.07152779400348663,
"m": 1.0
},
{
"p": 0.07121022045612335,
"m": 0.819398820400238
},
{
"p": 0.07131357491016388,
"m": 0.5357332229614258
},
{
"p": 0.07131693512201309,
"m": 0.9523221850395203
},
{
"p": 0.07139208912849426,
"m": 0.9963430166244507
},
{
"p": 0.07152910530567169,
"m": 0.9342021346092224
},
{
"p": 0.07123193889856339,
"m": 1.0
},
{
"p": 0.07156356424093246,
"m": 0.907772958278656
},
{
"p": 0.07145430892705917,
"m": 1.0
},
{
"p": 0.07162942737340927,
"m": 1.0
},
{
"p": 0.07167612016201019,
"m": 1.0
},
{
"p": 0.07141268253326416,
"m": 1.0
}
]
},
{
"epoch": 41,
"train_loss": 2.2017087936401367,
"val_loss": 0.952239990234375,
"acc": 69.59,
"time": 114.68811060199914,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0713215321302414,
"m": 1.0
},
{
"p": 0.07120802998542786,
"m": 1.0
},
{
"p": 0.0717148631811142,
"m": 1.0
},
{
"p": 0.07134517282247543,
"m": 0.7679796814918518
},
{
"p": 0.07155483961105347,
"m": 0.5220291614532471
},
{
"p": 0.07135966420173645,
"m": 0.9510724544525146
},
{
"p": 0.07130548357963562,
"m": 0.986594557762146
},
{
"p": 0.07132871448993683,
"m": 0.9730921983718872
},
{
"p": 0.07156965136528015,
"m": 1.0
},
{
"p": 0.07134963572025299,
"m": 1.0
},
{
"p": 0.07149922102689743,
"m": 1.0
},
{
"p": 0.07154364138841629,
"m": 1.0
},
{
"p": 0.07154049724340439,
"m": 1.0
},
{
"p": 0.07135909050703049,
"m": 1.0
}
]
},
{
"epoch": 42,
"train_loss": 1.3762733936309814,
"val_loss": 0.8871267437934875,
"acc": 68.38,
"time": 111.68866235699988,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07152944058179855,
"m": 1.0
},
{
"p": 0.07112275063991547,
"m": 1.0
},
{
"p": 0.07171507924795151,
"m": 1.0
},
{
"p": 0.07171548902988434,
"m": 0.7948188185691833
},
{
"p": 0.07127853482961655,
"m": 0.40620991587638855
},
{
"p": 0.07145121693611145,
"m": 0.8454906344413757
},
{
"p": 0.0713752806186676,
"m": 0.9786273837089539
},
{
"p": 0.07140494138002396,
"m": 0.9941422343254089
},
{
"p": 0.07140836864709854,
"m": 0.998937726020813
},
{
"p": 0.07137152552604675,
"m": 0.9998262524604797
},
{
"p": 0.07158628106117249,
"m": 0.9571390748023987
},
{
"p": 0.071529321372509,
"m": 1.0
},
{
"p": 0.07143684476613998,
"m": 1.0
},
{
"p": 0.07107484340667725,
"m": 1.0
}
]
},
{
"epoch": 43,
"train_loss": 1.603185772895813,
"val_loss": 0.8919832706451416,
"acc": 68.8,
"time": 116.34953443800077,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07153905183076859,
"m": 1.0
},
{
"p": 0.07079994678497314,
"m": 1.0
},
{
"p": 0.07151775062084198,
"m": 1.0
},
{
"p": 0.07146771252155304,
"m": 0.8106034398078918
},
{
"p": 0.07145638018846512,
"m": 0.3469504415988922
},
{
"p": 0.07116282731294632,
"m": 0.7274045348167419
},
{
"p": 0.07133067399263382,
"m": 0.9965518116950989
},
{
"p": 0.07138242572546005,
"m": 1.0
},
{
"p": 0.07187362760305405,
"m": 1.0
},
{
"p": 0.0715050995349884,
"m": 0.9808728694915771
},
{
"p": 0.07149530947208405,
"m": 0.9979907870292664
},
{
"p": 0.07154642045497894,
"m": 1.0
},
{
"p": 0.0715961754322052,
"m": 1.0
},
{
"p": 0.07132663577795029,
"m": 1.0
}
]
},
{
"epoch": 44,
"train_loss": 1.9919054508209229,
"val_loss": 0.8357508778572083,
"acc": 69.23,
"time": 110.44422984500034,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07165900617837906,
"m": 1.0
},
{
"p": 0.07137543708086014,
"m": 1.0
},
{
"p": 0.07151495665311813,
"m": 1.0
},
{
"p": 0.07133470475673676,
"m": 0.8417202234268188
},
{
"p": 0.0712508037686348,
"m": 0.37475356459617615
},
{
"p": 0.07171738892793655,
"m": 0.7490236163139343
},
{
"p": 0.07102153450250626,
"m": 0.900077760219574
},
{
"p": 0.07151135057210922,
"m": 0.8882715106010437
},
{
"p": 0.0718536302447319,
"m": 0.940976619720459
},
{
"p": 0.07124728709459305,
"m": 0.9907729029655457
},
{
"p": 0.07147353142499924,
"m": 0.9110113382339478
},
{
"p": 0.07138857990503311,
"m": 1.0
},
{
"p": 0.07132824510335922,
"m": 1.0
},
{
"p": 0.07132355868816376,
"m": 1.0
}
]
},
{
"epoch": 45,
"train_loss": 1.658441185951233,
"val_loss": 0.8828464150428772,
"acc": 70.2,
"time": 112.57332395199955,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0715709924697876,
"m": 1.0
},
{
"p": 0.0713687539100647,
"m": 1.0
},
{
"p": 0.07154904305934906,
"m": 1.0
},
{
"p": 0.07128308713436127,
"m": 0.874773383140564
},
{
"p": 0.07146087288856506,
"m": 0.19301411509513855
},
{
"p": 0.07141262292861938,
"m": 0.766639769077301
},
{
"p": 0.07167964428663254,
"m": 0.8293510675430298
},
{
"p": 0.07142693549394608,
"m": 0.9309834837913513
},
{
"p": 0.07125436514616013,
"m": 0.9610901474952698
},
{
"p": 0.07164786010980606,
"m": 1.0
},
{
"p": 0.07123979926109314,
"m": 0.927321195602417
},
{
"p": 0.07141368836164474,
"m": 1.0
},
{
"p": 0.07148030400276184,
"m": 1.0
},
{
"p": 0.07121200114488602,
"m": 1.0
}
]
},
{
"epoch": 46,
"train_loss": 1.340576410293579,
"val_loss": 0.8601401448249817,
"acc": 70.31,
"time": 113.37546673500037,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07151337713003159,
"m": 1.0
},
{
"p": 0.07133369892835617,
"m": 1.0
},
{
"p": 0.07142205536365509,
"m": 1.0
},
{
"p": 0.07133551687002182,
"m": 0.8405488729476929
},
{
"p": 0.07120880484580994,
"m": 0.2067623734474182
},
{
"p": 0.07141338288784027,
"m": 0.7817403078079224
},
{
"p": 0.07155656069517136,
"m": 0.8074990510940552
},
{
"p": 0.07146505266427994,
"m": 0.8914649486541748
},
{
"p": 0.0715007409453392,
"m": 0.9949039816856384
},
{
"p": 0.07146917283535004,
"m": 0.9984695911407471
},
{
"p": 0.07152436673641205,
"m": 1.0
},
{
"p": 0.07131307572126389,
"m": 1.0
},
{
"p": 0.07156406342983246,
"m": 1.0
},
{
"p": 0.07138016819953918,
"m": 1.0
}
]
},
{
"epoch": 47,
"train_loss": 1.1968803405761719,
"val_loss": 0.8681726455688477,
"acc": 69.92,
"time": 114.00064251899948,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0712866485118866,
"m": 1.0
},
{
"p": 0.0711754709482193,
"m": 1.0
},
{
"p": 0.07135219871997833,
"m": 1.0
},
{
"p": 0.07138123363256454,
"m": 0.9334560632705688
},
{
"p": 0.07143756747245789,
"m": 0.2385471612215042
},
{
"p": 0.07134587317705154,
"m": 0.9235036373138428
},
{
"p": 0.0714268609881401,
"m": 0.6663488745689392
},
{
"p": 0.07137015461921692,
"m": 0.8827266693115234
},
{
"p": 0.0715479627251625,
"m": 0.9385907649993896
},
{
"p": 0.07143798470497131,
"m": 0.9169483184814453
},
{
"p": 0.0715971291065216,
"m": 0.8692776560783386
},
{
"p": 0.07186209410429001,
"m": 1.0
},
{
"p": 0.07140640914440155,
"m": 1.0
},
{
"p": 0.07137240469455719,
"m": 1.0
}
]
},
{
"epoch": 48,
"train_loss": 1.8074880838394165,
"val_loss": 0.9108167886734009,
"acc": 71.0,
"time": 115.60624252300022,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07127919793128967,
"m": 1.0
},
{
"p": 0.07138948887586594,
"m": 1.0
},
{
"p": 0.0714435800909996,
"m": 1.0
},
{
"p": 0.07136453688144684,
"m": 0.9809929132461548
},
{
"p": 0.07129574567079544,
"m": 0.3146577477455139
},
{
"p": 0.07135220617055893,
"m": 0.8714486956596375
},
{
"p": 0.07137230038642883,
"m": 0.7157547473907471
},
{
"p": 0.0713261291384697,
"m": 0.7243237495422363
},
{
"p": 0.07147807627916336,
"m": 0.953338086605072
},
{
"p": 0.07151295244693756,
"m": 0.984678328037262
},
{
"p": 0.07152717560529709,
"m": 0.9739906191825867
},
{
"p": 0.07161959260702133,
"m": 1.0
},
{
"p": 0.07164018601179123,
"m": 1.0
},
{
"p": 0.07139885425567627,
"m": 1.0
}
]
},
{
"epoch": 49,
"train_loss": 1.5934154987335205,
"val_loss": 0.7249792218208313,
"acc": 70.29,
"time": 112.88849609499994,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143622636795044,
"m": 1.0
},
{
"p": 0.07113902270793915,
"m": 1.0
},
{
"p": 0.0714304968714714,
"m": 1.0
},
{
"p": 0.07131168991327286,
"m": 0.9330540299415588
},
{
"p": 0.07129466533660889,
"m": 0.25682294368743896
},
{
"p": 0.07147938758134842,
"m": 1.0
},
{
"p": 0.07146234065294266,
"m": 0.8203809261322021
},
{
"p": 0.07150499522686005,
"m": 0.7030878663063049
},
{
"p": 0.07140474021434784,
"m": 1.0
},
{
"p": 0.07159527391195297,
"m": 0.9412106275558472
},
{
"p": 0.0715130940079689,
"m": 1.0
},
{
"p": 0.07139462232589722,
"m": 1.0
},
{
"p": 0.07153298705816269,
"m": 1.0
},
{
"p": 0.0715005099773407,
"m": 1.0
}
]
},
{
"epoch": 50,
"train_loss": 1.6084742546081543,
"val_loss": 0.9189859628677368,
"acc": 69.96,
"time": 111.85071257100026,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07135166972875595,
"m": 1.0
},
{
"p": 0.07137817144393921,
"m": 1.0
},
{
"p": 0.07156287133693695,
"m": 1.0
},
{
"p": 0.071333147585392,
"m": 0.779758632183075
},
{
"p": 0.0712941512465477,
"m": 0.2260199785232544
},
{
"p": 0.0712355524301529,
"m": 0.9837927222251892
},
{
"p": 0.0714472308754921,
"m": 0.7633262872695923
},
{
"p": 0.07122419774532318,
"m": 0.8749015927314758
},
{
"p": 0.07164138555526733,
"m": 0.9814845323562622
},
{
"p": 0.07154017686843872,
"m": 0.9839199185371399
},
{
"p": 0.07153477519750595,
"m": 0.9943827986717224
},
{
"p": 0.07142326980829239,
"m": 1.0
},
{
"p": 0.0715574249625206,
"m": 1.0
},
{
"p": 0.07147601246833801,
"m": 1.0
}
]
},
{
"epoch": 51,
"train_loss": 1.7060942649841309,
"val_loss": 0.9006761908531189,
"acc": 69.71,
"time": 112.17708236100043,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07122240960597992,
"m": 1.0
},
{
"p": 0.07113593816757202,
"m": 1.0
},
{
"p": 0.07144416868686676,
"m": 1.0
},
{
"p": 0.07122475653886795,
"m": 0.7049747109413147
},
{
"p": 0.07169070839881897,
"m": 0.24439869821071625
},
{
"p": 0.07123803347349167,
"m": 0.9788942933082581
},
{
"p": 0.0713202953338623,
"m": 0.89853835105896
},
{
"p": 0.0709744244813919,
"m": 0.9292365312576294
},
{
"p": 0.07172288745641708,
"m": 0.980739176273346
},
{
"p": 0.07148683071136475,
"m": 0.9506198167800903
},
{
"p": 0.07162696868181229,
"m": 1.0
},
{
"p": 0.07178304344415665,
"m": 1.0
},
{
"p": 0.07154615223407745,
"m": 1.0
},
{
"p": 0.0715833529829979,
"m": 1.0
}
]
},
{
"epoch": 52,
"train_loss": 1.6693867444992065,
"val_loss": 0.8161022067070007,
"acc": 69.82,
"time": 111.64050195500022,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07155084609985352,
"m": 1.0
},
{
"p": 0.07130668312311172,
"m": 1.0
},
{
"p": 0.07170530408620834,
"m": 1.0
},
{
"p": 0.07147911190986633,
"m": 0.6255114078521729
},
{
"p": 0.07114911824464798,
"m": 0.1937999129295349
},
{
"p": 0.07104410976171494,
"m": 0.990562379360199
},
{
"p": 0.071646548807621,
"m": 0.9569011330604553
},
{
"p": 0.07121795415878296,
"m": 0.9629727602005005
},
{
"p": 0.07155675441026688,
"m": 0.9564968347549438
},
{
"p": 0.07143339514732361,
"m": 0.9405966997146606
},
{
"p": 0.07153073698282242,
"m": 0.9268186092376709
},
{
"p": 0.07143314927816391,
"m": 1.0
},
{
"p": 0.07154866307973862,
"m": 1.0
},
{
"p": 0.07139761000871658,
"m": 1.0
}
]
},
{
"epoch": 53,
"train_loss": 1.929593563079834,
"val_loss": 0.8615590333938599,
"acc": 70.49,
"time": 112.23368901400045,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07163327932357788,
"m": 1.0
},
{
"p": 0.07125483453273773,
"m": 1.0
},
{
"p": 0.07156170159578323,
"m": 1.0
},
{
"p": 0.07152977585792542,
"m": 0.6691888570785522
},
{
"p": 0.07111760973930359,
"m": 0.3656867444515228
},
{
"p": 0.07117357850074768,
"m": 0.9593601822853088
},
{
"p": 0.07163277268409729,
"m": 0.8899050354957581
},
{
"p": 0.07136315107345581,
"m": 1.0
},
{
"p": 0.07149594277143478,
"m": 1.0
},
{
"p": 0.07144162058830261,
"m": 1.0
},
{
"p": 0.07159595191478729,
"m": 0.971863329410553
},
{
"p": 0.07143127173185349,
"m": 1.0
},
{
"p": 0.07111838459968567,
"m": 1.0
},
{
"p": 0.07165013253688812,
"m": 1.0
}
]
},
{
"epoch": 54,
"train_loss": 1.8303837776184082,
"val_loss": 0.9469665288925171,
"acc": 70.36,
"time": 116.67034048599999,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07162458449602127,
"m": 1.0
},
{
"p": 0.07127108424901962,
"m": 1.0
},
{
"p": 0.07141219079494476,
"m": 1.0
},
{
"p": 0.0717286467552185,
"m": 0.48211023211479187
},
{
"p": 0.07111872732639313,
"m": 0.4287571310997009
},
{
"p": 0.0713532343506813,
"m": 0.9682259559631348
},
{
"p": 0.07158853113651276,
"m": 0.7309366464614868
},
{
"p": 0.07106460630893707,
"m": 0.9898929595947266
},
{
"p": 0.07136544585227966,
"m": 0.972247302532196
},
{
"p": 0.07150813192129135,
"m": 0.9967737793922424
},
{
"p": 0.07162602990865707,
"m": 0.9691287279129028
},
{
"p": 0.07171420007944107,
"m": 1.0
},
{
"p": 0.07119487226009369,
"m": 1.0
},
{
"p": 0.07142972201108932,
"m": 1.0
}
]
},
{
"epoch": 55,
"train_loss": 1.8047350645065308,
"val_loss": 0.9529156684875488,
"acc": 71.2,
"time": 113.97583612000017,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07158543169498444,
"m": 1.0
},
{
"p": 0.07119467109441757,
"m": 1.0
},
{
"p": 0.0715421661734581,
"m": 1.0
},
{
"p": 0.07130498439073563,
"m": 0.5432831048965454
},
{
"p": 0.07134656608104706,
"m": 0.5783592462539673
},
{
"p": 0.07140000909566879,
"m": 0.9724398255348206
},
{
"p": 0.07140399515628815,
"m": 0.8351022601127625
},
{
"p": 0.07138997316360474,
"m": 0.9686415791511536
},
{
"p": 0.07152027636766434,
"m": 0.9320902228355408
},
{
"p": 0.07144787907600403,
"m": 0.8953369855880737
},
{
"p": 0.07131175696849823,
"m": 0.9810967445373535
},
{
"p": 0.07151088118553162,
"m": 1.0
},
{
"p": 0.071749247610569,
"m": 1.0
},
{
"p": 0.07129217684268951,
"m": 1.0
}
]
},
{
"epoch": 56,
"train_loss": 1.8752402067184448,
"val_loss": 0.9190160036087036,
"acc": 70.79,
"time": 112.22409895599958,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142255455255508,
"m": 1.0
},
{
"p": 0.07146181911230087,
"m": 1.0
},
{
"p": 0.07120481133460999,
"m": 1.0
},
{
"p": 0.07152245193719864,
"m": 0.5820361375808716
},
{
"p": 0.07119572162628174,
"m": 0.6975468397140503
},
{
"p": 0.0713367834687233,
"m": 0.9844017624855042
},
{
"p": 0.07155314832925797,
"m": 0.9879852533340454
},
{
"p": 0.07150934636592865,
"m": 1.0
},
{
"p": 0.07140767574310303,
"m": 0.9853444695472717
},
{
"p": 0.07110817730426788,
"m": 0.957822322845459
},
{
"p": 0.07153420895338058,
"m": 0.8985515236854553
},
{
"p": 0.07173649966716766,
"m": 1.0
},
{
"p": 0.07173723727464676,
"m": 1.0
},
{
"p": 0.07126951962709427,
"m": 1.0
}
]
},
{
"epoch": 57,
"train_loss": 1.7862944602966309,
"val_loss": 0.8729878067970276,
"acc": 70.78,
"time": 109.60595276000004,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0713367685675621,
"m": 1.0
},
{
"p": 0.07128811627626419,
"m": 1.0
},
{
"p": 0.0713781863451004,
"m": 1.0
},
{
"p": 0.07148732990026474,
"m": 0.5290290713310242
},
{
"p": 0.07133791595697403,
"m": 0.6755983233451843
},
{
"p": 0.07155534625053406,
"m": 0.7634420990943909
},
{
"p": 0.07147681713104248,
"m": 0.8888628482818604
},
{
"p": 0.07138906419277191,
"m": 0.927007257938385
},
{
"p": 0.07126761227846146,
"m": 0.972399890422821
},
{
"p": 0.07163741439580917,
"m": 0.9479578733444214
},
{
"p": 0.07149531692266464,
"m": 0.9021769165992737
},
{
"p": 0.07150016725063324,
"m": 1.0
},
{
"p": 0.07134199142456055,
"m": 1.0
},
{
"p": 0.07150795310735703,
"m": 1.0
}
]
},
{
"epoch": 58,
"train_loss": 1.7362042665481567,
"val_loss": 0.8134119510650635,
"acc": 70.49,
"time": 114.7745969739999,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0716853067278862,
"m": 1.0
},
{
"p": 0.0714154839515686,
"m": 1.0
},
{
"p": 0.07158279418945312,
"m": 1.0
},
{
"p": 0.07155735790729523,
"m": 0.5413731336593628
},
{
"p": 0.07121043652296066,
"m": 0.6764304041862488
},
{
"p": 0.07133617252111435,
"m": 0.6544973254203796
},
{
"p": 0.07169084995985031,
"m": 0.9078826308250427
},
{
"p": 0.07137617468833923,
"m": 0.839023768901825
},
{
"p": 0.07131565362215042,
"m": 0.9427512288093567
},
{
"p": 0.07149828225374222,
"m": 0.9237513542175293
},
{
"p": 0.07112414389848709,
"m": 0.9345142245292664
},
{
"p": 0.07154671847820282,
"m": 1.0
},
{
"p": 0.07153338193893433,
"m": 1.0
},
{
"p": 0.07112722843885422,
"m": 1.0
}
]
},
{
"epoch": 59,
"train_loss": 1.5816609859466553,
"val_loss": 0.8543373942375183,
"acc": 70.35,
"time": 112.06021507699916,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144025713205338,
"m": 1.0
},
{
"p": 0.07114855945110321,
"m": 1.0
},
{
"p": 0.07161112129688263,
"m": 1.0
},
{
"p": 0.0713455006480217,
"m": 0.5972518920898438
},
{
"p": 0.07140608876943588,
"m": 0.6533581018447876
},
{
"p": 0.07134324312210083,
"m": 0.6139045357704163
},
{
"p": 0.07175552099943161,
"m": 0.9877927303314209
},
{
"p": 0.07153630256652832,
"m": 0.8443620800971985
},
{
"p": 0.0714336410164833,
"m": 0.9034755825996399
},
{
"p": 0.07145606726408005,
"m": 0.9996055960655212
},
{
"p": 0.07151253521442413,
"m": 0.922630786895752
},
{
"p": 0.07140332460403442,
"m": 1.0
},
{
"p": 0.07155878841876984,
"m": 1.0
},
{
"p": 0.07104906439781189,
"m": 1.0
}
]
},
{
"epoch": 60,
"train_loss": 1.5600659847259521,
"val_loss": 0.8573922514915466,
"acc": 71.68,
"time": 108.52778070000022,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07153430581092834,
"m": 1.0
},
{
"p": 0.07128338515758514,
"m": 1.0
},
{
"p": 0.07156959176063538,
"m": 1.0
},
{
"p": 0.07139960676431656,
"m": 0.6367486715316772
},
{
"p": 0.07140196114778519,
"m": 0.6504634022712708
},
{
"p": 0.07136047631502151,
"m": 0.6628885865211487
},
{
"p": 0.0715034231543541,
"m": 0.9995332956314087
},
{
"p": 0.07137607038021088,
"m": 0.8388577103614807
},
{
"p": 0.07117962837219238,
"m": 0.9990867376327515
},
{
"p": 0.07160323113203049,
"m": 0.9053813219070435
},
{
"p": 0.0714903399348259,
"m": 0.924777626991272
},
{
"p": 0.07151728868484497,
"m": 1.0
},
{
"p": 0.07134273648262024,
"m": 1.0
},
{
"p": 0.07143796980381012,
"m": 1.0
}
]
},
{
"epoch": 61,
"train_loss": 1.3998130559921265,
"val_loss": 0.7642942070960999,
"acc": 70.77,
"time": 107.20347101700008,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0716911181807518,
"m": 1.0
},
{
"p": 0.07134123891592026,
"m": 1.0
},
{
"p": 0.07145235687494278,
"m": 1.0
},
{
"p": 0.07119929045438766,
"m": 0.5964024662971497
},
{
"p": 0.07141023874282837,
"m": 0.6444457173347473
},
{
"p": 0.07146786898374557,
"m": 0.7930996417999268
},
{
"p": 0.07144243270158768,
"m": 0.9924901723861694
},
{
"p": 0.0712660551071167,
"m": 0.8140165209770203
},
{
"p": 0.07146020978689194,
"m": 0.9178486466407776
},
{
"p": 0.07153460383415222,
"m": 0.9848387837409973
},
{
"p": 0.07111897319555283,
"m": 0.8978210687637329
},
{
"p": 0.07148707658052444,
"m": 1.0
},
{
"p": 0.07160007953643799,
"m": 1.0
},
{
"p": 0.07152845710515976,
"m": 1.0
}
]
},
{
"epoch": 62,
"train_loss": 1.5893012285232544,
"val_loss": 0.8850505352020264,
"acc": 71.39,
"time": 107.25860938699952,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07172226905822754,
"m": 1.0
},
{
"p": 0.07137805223464966,
"m": 1.0
},
{
"p": 0.0714988186955452,
"m": 1.0
},
{
"p": 0.0713898241519928,
"m": 0.5916079878807068
},
{
"p": 0.07121209055185318,
"m": 0.4795611798763275
},
{
"p": 0.07149901241064072,
"m": 0.8389816284179688
},
{
"p": 0.07140637189149857,
"m": 0.7934033274650574
},
{
"p": 0.07139267772436142,
"m": 0.8114182353019714
},
{
"p": 0.07142320275306702,
"m": 0.8913180828094482
},
{
"p": 0.07130695879459381,
"m": 0.8882574439048767
},
{
"p": 0.07144622504711151,
"m": 0.9890641570091248
},
{
"p": 0.07157855480909348,
"m": 1.0
},
{
"p": 0.07153134793043137,
"m": 1.0
},
{
"p": 0.07121459394693375,
"m": 1.0
}
]
},
{
"epoch": 63,
"train_loss": 1.465662956237793,
"val_loss": 0.9772766828536987,
"acc": 71.16,
"time": 112.87645015399994,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07159024477005005,
"m": 1.0
},
{
"p": 0.07139211148023605,
"m": 1.0
},
{
"p": 0.071722611784935,
"m": 1.0
},
{
"p": 0.07107331603765488,
"m": 0.6209849715232849
},
{
"p": 0.07093270123004913,
"m": 0.46734562516212463
},
{
"p": 0.0709092989563942,
"m": 0.9223832488059998
},
{
"p": 0.07162372767925262,
"m": 0.8143986463546753
},
{
"p": 0.07143737375736237,
"m": 0.9264882206916809
},
{
"p": 0.07160110771656036,
"m": 0.8417454361915588
},
{
"p": 0.0714610293507576,
"m": 0.9509952664375305
},
{
"p": 0.07154248654842377,
"m": 0.8277358412742615
},
{
"p": 0.07196328043937683,
"m": 1.0
},
{
"p": 0.0716250017285347,
"m": 1.0
},
{
"p": 0.07112567126750946,
"m": 1.0
}
]
},
{
"epoch": 64,
"train_loss": 1.7214207649230957,
"val_loss": 0.7886949777603149,
"acc": 70.97,
"time": 113.1310775410002,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07152625918388367,
"m": 1.0
},
{
"p": 0.07124063372612,
"m": 1.0
},
{
"p": 0.07160507142543793,
"m": 1.0
},
{
"p": 0.0713246762752533,
"m": 0.5905428528785706
},
{
"p": 0.07127910107374191,
"m": 0.3645448088645935
},
{
"p": 0.0712946355342865,
"m": 0.9891488552093506
},
{
"p": 0.07157330960035324,
"m": 0.8390271067619324
},
{
"p": 0.07143021374940872,
"m": 1.0
},
{
"p": 0.0714462473988533,
"m": 0.9767399430274963
},
{
"p": 0.07157246768474579,
"m": 0.8621363043785095
},
{
"p": 0.07165833562612534,
"m": 0.9050225615501404
},
{
"p": 0.071490578353405,
"m": 1.0
},
{
"p": 0.07139605283737183,
"m": 1.0
},
{
"p": 0.07116236537694931,
"m": 1.0
}
]
},
{
"epoch": 65,
"train_loss": 1.6014800071716309,
"val_loss": 0.8798437714576721,
"acc": 70.89,
"time": 111.81328629199925,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07198560237884521,
"m": 1.0
},
{
"p": 0.07143615186214447,
"m": 1.0
},
{
"p": 0.07170770317316055,
"m": 1.0
},
{
"p": 0.07126963138580322,
"m": 0.6852267980575562
},
{
"p": 0.07110431045293808,
"m": 0.4884243309497833
},
{
"p": 0.07128110527992249,
"m": 0.9893844127655029
},
{
"p": 0.07127601653337479,
"m": 0.7312605381011963
},
{
"p": 0.07140502333641052,
"m": 0.946903645992279
},
{
"p": 0.07119899988174438,
"m": 0.9991857409477234
},
{
"p": 0.07156691700220108,
"m": 0.8242108821868896
},
{
"p": 0.07152342796325684,
"m": 0.9692239761352539
},
{
"p": 0.07147186994552612,
"m": 1.0
},
{
"p": 0.07164774090051651,
"m": 1.0
},
{
"p": 0.07112544029951096,
"m": 1.0
}
]
},
{
"epoch": 66,
"train_loss": 1.4034126996994019,
"val_loss": 0.8727822303771973,
"acc": 71.15,
"time": 108.9187247609998,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07139170914888382,
"m": 1.0
},
{
"p": 0.07142582535743713,
"m": 1.0
},
{
"p": 0.0716744139790535,
"m": 1.0
},
{
"p": 0.07136697322130203,
"m": 0.7077580094337463
},
{
"p": 0.07126583904027939,
"m": 0.3228980004787445
},
{
"p": 0.07131187617778778,
"m": 0.9827618598937988
},
{
"p": 0.07137343287467957,
"m": 0.8146159648895264
},
{
"p": 0.07129746675491333,
"m": 0.9898810386657715
},
{
"p": 0.07160892337560654,
"m": 0.9804039001464844
},
{
"p": 0.07137893885374069,
"m": 0.9315641522407532
},
{
"p": 0.07149269431829453,
"m": 0.9766419529914856
},
{
"p": 0.07161980867385864,
"m": 1.0
},
{
"p": 0.07151379436254501,
"m": 1.0
},
{
"p": 0.07127834111452103,
"m": 1.0
}
]
},
{
"epoch": 67,
"train_loss": 1.1531294584274292,
"val_loss": 0.8943650722503662,
"acc": 70.6,
"time": 112.0553078009998,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07170844078063965,
"m": 1.0
},
{
"p": 0.07133793830871582,
"m": 1.0
},
{
"p": 0.07188647985458374,
"m": 1.0
},
{
"p": 0.07124095410108566,
"m": 0.5996087193489075
},
{
"p": 0.07142613083124161,
"m": 0.10816862434148788
},
{
"p": 0.07126007229089737,
"m": 0.9621719121932983
},
{
"p": 0.07133815437555313,
"m": 0.8855531215667725
},
{
"p": 0.07121576368808746,
"m": 0.8466023802757263
},
{
"p": 0.07125172764062881,
"m": 0.885575532913208
},
{
"p": 0.0716390609741211,
"m": 0.857781171798706
},
{
"p": 0.07149264216423035,
"m": 0.9145954251289368
},
{
"p": 0.07150764763355255,
"m": 1.0
},
{
"p": 0.07132519781589508,
"m": 1.0
},
{
"p": 0.07136982679367065,
"m": 1.0
}
]
},
{
"epoch": 68,
"train_loss": 1.6786534786224365,
"val_loss": 0.8720272779464722,
"acc": 71.08,
"time": 112.42280639900036,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07152031362056732,
"m": 1.0
},
{
"p": 0.07140059024095535,
"m": 1.0
},
{
"p": 0.07146383076906204,
"m": 1.0
},
{
"p": 0.071476511657238,
"m": 0.6260009407997131
},
{
"p": 0.07139978557825089,
"m": 0.1752551645040512
},
{
"p": 0.071197010576725,
"m": 0.8612648844718933
},
{
"p": 0.07141660153865814,
"m": 0.9617491364479065
},
{
"p": 0.07150764018297195,
"m": 0.9118730425834656
},
{
"p": 0.07144103199243546,
"m": 0.9071973562240601
},
{
"p": 0.07166007906198502,
"m": 0.8442914485931396
},
{
"p": 0.07139993458986282,
"m": 0.9360109567642212
},
{
"p": 0.07147524505853653,
"m": 1.0
},
{
"p": 0.07161387801170349,
"m": 1.0
},
{
"p": 0.07102756947278976,
"m": 1.0
}
]
},
{
"epoch": 69,
"train_loss": 1.555722713470459,
"val_loss": 0.7778889536857605,
"acc": 70.71,
"time": 109.53705731100035,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07148236036300659,
"m": 1.0
},
{
"p": 0.0716266930103302,
"m": 1.0
},
{
"p": 0.07151900231838226,
"m": 1.0
},
{
"p": 0.07109691202640533,
"m": 0.6587978005409241
},
{
"p": 0.07137187570333481,
"m": 0.21034453809261322
},
{
"p": 0.07138046622276306,
"m": 0.7436482310295105
},
{
"p": 0.0713764950633049,
"m": 0.8897131681442261
},
{
"p": 0.07142860442399979,
"m": 0.8548358082771301
},
{
"p": 0.07136525213718414,
"m": 0.9599003195762634
},
{
"p": 0.07161788642406464,
"m": 0.9811716675758362
},
{
"p": 0.07154098898172379,
"m": 0.9905787110328674
},
{
"p": 0.07135645300149918,
"m": 1.0
},
{
"p": 0.07132060825824738,
"m": 1.0
},
{
"p": 0.07151641696691513,
"m": 1.0
}
]
},
{
"epoch": 70,
"train_loss": 1.4367728233337402,
"val_loss": 0.8158168792724609,
"acc": 70.93,
"time": 113.20214409300024,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07154475897550583,
"m": 1.0
},
{
"p": 0.07135780155658722,
"m": 1.0
},
{
"p": 0.07141832262277603,
"m": 1.0
},
{
"p": 0.07151280343532562,
"m": 0.6501388549804688
},
{
"p": 0.07139969617128372,
"m": 0.22787730395793915
},
{
"p": 0.07150112092494965,
"m": 0.5824054479598999
},
{
"p": 0.07123309373855591,
"m": 1.0
},
{
"p": 0.07140108942985535,
"m": 0.8303363919258118
},
{
"p": 0.07147256284952164,
"m": 0.9517685174942017
},
{
"p": 0.07138372212648392,
"m": 0.872435986995697
},
{
"p": 0.07139817625284195,
"m": 0.8809731006622314
},
{
"p": 0.071629099547863,
"m": 1.0
},
{
"p": 0.07130397111177444,
"m": 1.0
},
{
"p": 0.07144378870725632,
"m": 1.0
}
]
},
{
"epoch": 71,
"train_loss": 1.1310402154922485,
"val_loss": 0.8806536793708801,
"acc": 71.48,
"time": 109.29611383300016,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07151030004024506,
"m": 1.0
},
{
"p": 0.0711914598941803,
"m": 1.0
},
{
"p": 0.07149534672498703,
"m": 1.0
},
{
"p": 0.07143259793519974,
"m": 0.706613302230835
},
{
"p": 0.07123905420303345,
"m": 0.36509233713150024
},
{
"p": 0.07125876098871231,
"m": 0.4644474387168884
},
{
"p": 0.07170434296131134,
"m": 0.939479649066925
},
{
"p": 0.07140570878982544,
"m": 0.6844193935394287
},
{
"p": 0.0717809796333313,
"m": 0.8881790041923523
},
{
"p": 0.07145825773477554,
"m": 0.9141667485237122
},
{
"p": 0.07163825631141663,
"m": 0.9373335838317871
},
{
"p": 0.07117986679077148,
"m": 1.0
},
{
"p": 0.07147999107837677,
"m": 1.0
},
{
"p": 0.07122508436441422,
"m": 1.0
}
]
},
{
"epoch": 72,
"train_loss": 0.9800733327865601,
"val_loss": 0.9535843729972839,
"acc": 71.73,
"time": 113.33401553599924,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07137022167444229,
"m": 1.0
},
{
"p": 0.07150424271821976,
"m": 1.0
},
{
"p": 0.07118425518274307,
"m": 1.0
},
{
"p": 0.07140953838825226,
"m": 0.6863870024681091
},
{
"p": 0.07152856886386871,
"m": 0.322356253862381
},
{
"p": 0.07139555364847183,
"m": 0.3043527901172638
},
{
"p": 0.07161597907543182,
"m": 0.9703840613365173
},
{
"p": 0.07121188938617706,
"m": 0.7237740159034729
},
{
"p": 0.07178124785423279,
"m": 0.8158513903617859
},
{
"p": 0.07128424197435379,
"m": 0.9088447690010071
},
{
"p": 0.07127421349287033,
"m": 0.8945947885513306
},
{
"p": 0.07140757143497467,
"m": 1.0
},
{
"p": 0.07158796489238739,
"m": 1.0
},
{
"p": 0.0714445635676384,
"m": 1.0
}
]
},
{
"epoch": 73,
"train_loss": 1.2731186151504517,
"val_loss": 0.9789023995399475,
"acc": 71.76,
"time": 113.8290901169994,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07157203555107117,
"m": 1.0
},
{
"p": 0.07129697501659393,
"m": 1.0
},
{
"p": 0.07159852981567383,
"m": 1.0
},
{
"p": 0.07151484489440918,
"m": 0.603787899017334
},
{
"p": 0.07137418538331985,
"m": 0.3024817109107971
},
{
"p": 0.07125543057918549,
"m": 0.25156548619270325
},
{
"p": 0.07115624099969864,
"m": 1.0
},
{
"p": 0.07139609009027481,
"m": 0.8548673391342163
},
{
"p": 0.07145953178405762,
"m": 0.86939936876297
},
{
"p": 0.07120995223522186,
"m": 0.9346798062324524
},
{
"p": 0.07140663266181946,
"m": 0.8954033255577087
},
{
"p": 0.07177890837192535,
"m": 1.0
},
{
"p": 0.07138900458812714,
"m": 1.0
},
{
"p": 0.07159163057804108,
"m": 1.0
}
]
},
{
"epoch": 74,
"train_loss": 1.0836708545684814,
"val_loss": 0.8518044948577881,
"acc": 71.86,
"time": 114.14168720399903,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144585251808167,
"m": 1.0
},
{
"p": 0.07141794264316559,
"m": 1.0
},
{
"p": 0.07132433354854584,
"m": 1.0
},
{
"p": 0.07121238857507706,
"m": 0.5831798911094666
},
{
"p": 0.07164699584245682,
"m": 0.26627787947654724
},
{
"p": 0.0714966207742691,
"m": 0.19068367779254913
},
{
"p": 0.07139203697443008,
"m": 0.8968458771705627
},
{
"p": 0.07136908918619156,
"m": 0.8635181784629822
},
{
"p": 0.07174726575613022,
"m": 0.83575838804245
},
{
"p": 0.07142173498868942,
"m": 0.8892754316329956
},
{
"p": 0.07148249447345734,
"m": 0.8001550436019897
},
{
"p": 0.07147184014320374,
"m": 1.0
},
{
"p": 0.07119598239660263,
"m": 1.0
},
{
"p": 0.07137536257505417,
"m": 1.0
}
]
},
{
"epoch": 75,
"train_loss": 1.2379379272460938,
"val_loss": 0.7558998465538025,
"acc": 71.54,
"time": 111.07779945000038,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07137367129325867,
"m": 1.0
},
{
"p": 0.07132599502801895,
"m": 1.0
},
{
"p": 0.07159415632486343,
"m": 1.0
},
{
"p": 0.07148794084787369,
"m": 0.5913138389587402
},
{
"p": 0.07131252437829971,
"m": 0.16827237606048584
},
{
"p": 0.0713384672999382,
"m": 0.267460435628891
},
{
"p": 0.07150229066610336,
"m": 0.9084398746490479
},
{
"p": 0.07135690748691559,
"m": 0.9421592354774475
},
{
"p": 0.07147128134965897,
"m": 0.8737241625785828
},
{
"p": 0.07135417312383652,
"m": 0.9525855779647827
},
{
"p": 0.07147000730037689,
"m": 0.794218122959137
},
{
"p": 0.0714915543794632,
"m": 1.0
},
{
"p": 0.07162053883075714,
"m": 1.0
},
{
"p": 0.07130049914121628,
"m": 1.0
}
]
},
{
"epoch": 76,
"train_loss": 1.1765058040618896,
"val_loss": 0.8487568497657776,
"acc": 71.21,
"time": 111.21917242699965,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0715077668428421,
"m": 1.0
},
{
"p": 0.07136519998311996,
"m": 1.0
},
{
"p": 0.0713961273431778,
"m": 1.0
},
{
"p": 0.0712655633687973,
"m": 0.6200822591781616
},
{
"p": 0.07153207808732986,
"m": 0.3398773968219757
},
{
"p": 0.07153820991516113,
"m": 0.11288497596979141
},
{
"p": 0.07161137461662292,
"m": 0.8298119902610779
},
{
"p": 0.07144876569509506,
"m": 0.9550617933273315
},
{
"p": 0.07123146206140518,
"m": 0.9944594502449036
},
{
"p": 0.07130442559719086,
"m": 0.9211860299110413
},
{
"p": 0.07151532918214798,
"m": 0.8435856103897095
},
{
"p": 0.07154283672571182,
"m": 1.0
},
{
"p": 0.07135584205389023,
"m": 1.0
},
{
"p": 0.07138503342866898,
"m": 1.0
}
]
},
{
"epoch": 77,
"train_loss": 1.0244274139404297,
"val_loss": 0.8504423499107361,
"acc": 71.13,
"time": 110.76075074300024,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0713934376835823,
"m": 1.0
},
{
"p": 0.0714103952050209,
"m": 1.0
},
{
"p": 0.0711904764175415,
"m": 1.0
},
{
"p": 0.07132415473461151,
"m": 0.5353849530220032
},
{
"p": 0.07154097408056259,
"m": 0.13024967908859253
},
{
"p": 0.07151196151971817,
"m": 0.19454938173294067
},
{
"p": 0.07099777460098267,
"m": 0.8560853004455566
},
{
"p": 0.07159760594367981,
"m": 0.9985060691833496
},
{
"p": 0.071474090218544,
"m": 0.9998096227645874
},
{
"p": 0.07167893648147583,
"m": 0.8567999601364136
},
{
"p": 0.07141919434070587,
"m": 0.8485597968101501
},
{
"p": 0.07170190662145615,
"m": 1.0
},
{
"p": 0.07158433645963669,
"m": 1.0
},
{
"p": 0.07117471843957901,
"m": 1.0
}
]
},
{
"epoch": 78,
"train_loss": 0.9739760160446167,
"val_loss": 0.7484498620033264,
"acc": 71.95,
"time": 112.70425307299956,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07178261131048203,
"m": 1.0
},
{
"p": 0.07113262265920639,
"m": 1.0
},
{
"p": 0.07144523411989212,
"m": 1.0
},
{
"p": 0.0714283138513565,
"m": 0.6968169808387756
},
{
"p": 0.07123254239559174,
"m": 0.10572561621665955
},
{
"p": 0.0712808147072792,
"m": 0.10000000149011612
},
{
"p": 0.07123953849077225,
"m": 0.8481034636497498
},
{
"p": 0.07118967175483704,
"m": 0.9953437447547913
},
{
"p": 0.07143907994031906,
"m": 0.899337112903595
},
{
"p": 0.07123951613903046,
"m": 0.8318262696266174
},
{
"p": 0.0717395469546318,
"m": 0.727105975151062
},
{
"p": 0.07175318896770477,
"m": 1.0
},
{
"p": 0.07163888961076736,
"m": 1.0
},
{
"p": 0.07145844399929047,
"m": 1.0
}
]
},
{
"epoch": 79,
"train_loss": 1.3100284337997437,
"val_loss": 0.8209736347198486,
"acc": 71.86,
"time": 109.07999809799912,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07132839411497116,
"m": 1.0
},
{
"p": 0.07146501541137695,
"m": 1.0
},
{
"p": 0.07159703224897385,
"m": 1.0
},
{
"p": 0.07125421613454819,
"m": 0.6818996667861938
},
{
"p": 0.07142727077007294,
"m": 0.11412709206342697
},
{
"p": 0.07127083837985992,
"m": 0.15579381585121155
},
{
"p": 0.0714070051908493,
"m": 0.8154183030128479
},
{
"p": 0.07157458364963531,
"m": 0.8928259015083313
},
{
"p": 0.07143714278936386,
"m": 0.8124193549156189
},
{
"p": 0.07158143073320389,
"m": 0.8448234796524048
},
{
"p": 0.07159595936536789,
"m": 0.7522802352905273
},
{
"p": 0.0713956207036972,
"m": 1.0
},
{
"p": 0.07144191116094589,
"m": 1.0
},
{
"p": 0.07122357934713364,
"m": 1.0
}
]
},
{
"epoch": 80,
"train_loss": 0.8565539121627808,
"val_loss": 0.7330020070075989,
"acc": 72.31,
"time": 111.5781333039995,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07140283286571503,
"m": 1.0
},
{
"p": 0.07123009860515594,
"m": 1.0
},
{
"p": 0.07149983942508698,
"m": 1.0
},
{
"p": 0.0715547725558281,
"m": 0.6383718252182007
},
{
"p": 0.0716637447476387,
"m": 0.1452428698539734
},
{
"p": 0.07136641442775726,
"m": 0.20385655760765076
},
{
"p": 0.07125361263751984,
"m": 0.6632470488548279
},
{
"p": 0.07122918218374252,
"m": 0.823350727558136
},
{
"p": 0.07146257907152176,
"m": 0.7414047122001648
},
{
"p": 0.0714489296078682,
"m": 0.7814134359359741
},
{
"p": 0.07150831073522568,
"m": 0.8172270655632019
},
{
"p": 0.07156918197870255,
"m": 1.0
},
{
"p": 0.07148635387420654,
"m": 1.0
},
{
"p": 0.07132413983345032,
"m": 1.0
}
]
},
{
"epoch": 81,
"train_loss": 1.0160038471221924,
"val_loss": 0.9334912300109863,
"acc": 71.99,
"time": 111.57068927799992,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07171488553285599,
"m": 1.0
},
{
"p": 0.07136164605617523,
"m": 1.0
},
{
"p": 0.07151998579502106,
"m": 1.0
},
{
"p": 0.07140566408634186,
"m": 0.6008262038230896
},
{
"p": 0.07143685221672058,
"m": 0.10000000149011612
},
{
"p": 0.07135885208845139,
"m": 0.15210454165935516
},
{
"p": 0.07142794877290726,
"m": 0.7216092944145203
},
{
"p": 0.07127983868122101,
"m": 0.8632069826126099
},
{
"p": 0.07159874588251114,
"m": 0.6754089593887329
},
{
"p": 0.07165752351284027,
"m": 0.7062067985534668
},
{
"p": 0.07125937193632126,
"m": 0.8317856788635254
},
{
"p": 0.0712437555193901,
"m": 1.0
},
{
"p": 0.07137307524681091,
"m": 1.0
},
{
"p": 0.07136183977127075,
"m": 1.0
}
]
},
{
"epoch": 82,
"train_loss": 1.1326676607131958,
"val_loss": 0.8228169083595276,
"acc": 71.36,
"time": 114.00757326500025,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07141868770122528,
"m": 1.0
},
{
"p": 0.07151925563812256,
"m": 1.0
},
{
"p": 0.07147283852100372,
"m": 1.0
},
{
"p": 0.07143381983041763,
"m": 0.7059367895126343
},
{
"p": 0.07146807014942169,
"m": 0.14347290992736816
},
{
"p": 0.07131366431713104,
"m": 0.1633557230234146
},
{
"p": 0.0715058222413063,
"m": 0.7458928823471069
},
{
"p": 0.07151735574007034,
"m": 0.8539381623268127
},
{
"p": 0.0714864581823349,
"m": 0.7024890184402466
},
{
"p": 0.07104779034852982,
"m": 0.7215847969055176
},
{
"p": 0.07165949791669846,
"m": 0.7861737012863159
},
{
"p": 0.07135710120201111,
"m": 1.0
},
{
"p": 0.07163645327091217,
"m": 1.0
},
{
"p": 0.07116319239139557,
"m": 1.0
}
]
},
{
"epoch": 83,
"train_loss": 1.195252537727356,
"val_loss": 0.9239509105682373,
"acc": 71.99,
"time": 120.44389941600093,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07160349190235138,
"m": 1.0
},
{
"p": 0.07135146856307983,
"m": 1.0
},
{
"p": 0.07172408699989319,
"m": 1.0
},
{
"p": 0.07109855860471725,
"m": 0.674135148525238
},
{
"p": 0.07162034511566162,
"m": 0.10000000149011612
},
{
"p": 0.07159905135631561,
"m": 0.25857654213905334
},
{
"p": 0.07135192304849625,
"m": 0.8628977537155151
},
{
"p": 0.07127004116773605,
"m": 0.7829542756080627
},
{
"p": 0.07143745571374893,
"m": 0.7654605507850647
},
{
"p": 0.07150804996490479,
"m": 0.7239272594451904
},
{
"p": 0.0712517723441124,
"m": 0.9945679903030396
},
{
"p": 0.07129638642072678,
"m": 1.0
},
{
"p": 0.07133454084396362,
"m": 1.0
},
{
"p": 0.07155287265777588,
"m": 1.0
}
]
},
{
"epoch": 84,
"train_loss": 1.252957820892334,
"val_loss": 0.7849062085151672,
"acc": 71.84,
"time": 127.3845169239994,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07141765207052231,
"m": 1.0
},
{
"p": 0.07115344703197479,
"m": 1.0
},
{
"p": 0.0714498907327652,
"m": 1.0
},
{
"p": 0.07139293849468231,
"m": 0.7137474417686462
},
{
"p": 0.07141170650720596,
"m": 0.1814117133617401
},
{
"p": 0.0714249312877655,
"m": 0.4240363836288452
},
{
"p": 0.07163053750991821,
"m": 0.9623091220855713
},
{
"p": 0.07165385782718658,
"m": 0.6338530778884888
},
{
"p": 0.07133063673973083,
"m": 0.7555226683616638
},
{
"p": 0.07143347710371017,
"m": 0.9113585948944092
},
{
"p": 0.07152187824249268,
"m": 0.9922171235084534
},
{
"p": 0.07156895101070404,
"m": 1.0
},
{
"p": 0.07135418057441711,
"m": 1.0
},
{
"p": 0.07125594466924667,
"m": 1.0
}
]
},
{
"epoch": 85,
"train_loss": 0.9447781443595886,
"val_loss": 0.9113861322402954,
"acc": 71.22,
"time": 123.95348049000131,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0715484693646431,
"m": 1.0
},
{
"p": 0.07111162692308426,
"m": 1.0
},
{
"p": 0.07173945754766464,
"m": 1.0
},
{
"p": 0.0711933895945549,
"m": 0.555660605430603
},
{
"p": 0.07141640782356262,
"m": 0.3264966905117035
},
{
"p": 0.07151999324560165,
"m": 0.43168962001800537
},
{
"p": 0.0712820515036583,
"m": 0.8019340634346008
},
{
"p": 0.07139451056718826,
"m": 0.6478362083435059
},
{
"p": 0.07163016498088837,
"m": 0.8284846544265747
},
{
"p": 0.07146583497524261,
"m": 0.8986184597015381
},
{
"p": 0.07156068086624146,
"m": 0.9105039834976196
},
{
"p": 0.0713624507188797,
"m": 1.0
},
{
"p": 0.07137970626354218,
"m": 1.0
},
{
"p": 0.07139526307582855,
"m": 1.0
}
]
},
{
"epoch": 86,
"train_loss": 1.044419527053833,
"val_loss": 1.0075093507766724,
"acc": 71.46,
"time": 129.84863880000012,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07153322547674179,
"m": 1.0
},
{
"p": 0.07146172970533371,
"m": 1.0
},
{
"p": 0.07163491100072861,
"m": 1.0
},
{
"p": 0.07112057507038116,
"m": 0.5746645927429199
},
{
"p": 0.07114475965499878,
"m": 0.4011112153530121
},
{
"p": 0.07137615233659744,
"m": 0.5716124176979065
},
{
"p": 0.07131146639585495,
"m": 0.8050827980041504
},
{
"p": 0.0714847594499588,
"m": 0.6165622472763062
},
{
"p": 0.0716610699892044,
"m": 0.8777657747268677
},
{
"p": 0.07124579697847366,
"m": 0.9387643337249756
},
{
"p": 0.07135221362113953,
"m": 0.8510871529579163
},
{
"p": 0.07174261659383774,
"m": 1.0
},
{
"p": 0.07149758189916611,
"m": 1.0
},
{
"p": 0.0714331567287445,
"m": 1.0
}
]
},
{
"epoch": 87,
"train_loss": 1.171013355255127,
"val_loss": 0.8460806012153625,
"acc": 72.33,
"time": 133.3240971310006,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07162148505449295,
"m": 1.0
},
{
"p": 0.07140135765075684,
"m": 1.0
},
{
"p": 0.07135661691427231,
"m": 1.0
},
{
"p": 0.07140450924634933,
"m": 0.47151288390159607
},
{
"p": 0.07140229642391205,
"m": 0.31503015756607056
},
{
"p": 0.07109704613685608,
"m": 0.5705640912055969
},
{
"p": 0.0714813768863678,
"m": 0.9087945818901062
},
{
"p": 0.07137642800807953,
"m": 0.571937084197998
},
{
"p": 0.07163769751787186,
"m": 0.9143319129943848
},
{
"p": 0.0713212713599205,
"m": 0.9811553955078125
},
{
"p": 0.0715029239654541,
"m": 0.8532276749610901
},
{
"p": 0.07142706215381622,
"m": 1.0
},
{
"p": 0.07152450829744339,
"m": 1.0
},
{
"p": 0.07144547253847122,
"m": 1.0
}
]
},
{
"epoch": 88,
"train_loss": 1.3263697624206543,
"val_loss": 0.8029376864433289,
"acc": 72.11,
"time": 122.06607908700062,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07154042273759842,
"m": 1.0
},
{
"p": 0.07151257991790771,
"m": 1.0
},
{
"p": 0.07165466994047165,
"m": 1.0
},
{
"p": 0.07121182233095169,
"m": 0.4792878329753876
},
{
"p": 0.07140670716762543,
"m": 0.24714778363704681
},
{
"p": 0.07145415246486664,
"m": 0.5734004974365234
},
{
"p": 0.07129750400781631,
"m": 0.7916116118431091
},
{
"p": 0.07145152986049652,
"m": 0.5945027470588684
},
{
"p": 0.07137275487184525,
"m": 0.8837289810180664
},
{
"p": 0.07152163982391357,
"m": 0.9726172089576721
},
{
"p": 0.07163817435503006,
"m": 0.865997314453125
},
{
"p": 0.07123013585805893,
"m": 1.0
},
{
"p": 0.07129856199026108,
"m": 1.0
},
{
"p": 0.07140938192605972,
"m": 1.0
}
]
},
{
"epoch": 89,
"train_loss": 1.0626732110977173,
"val_loss": 0.9752594828605652,
"acc": 72.31,
"time": 124.39237137300006,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07154227048158646,
"m": 1.0
},
{
"p": 0.07126603275537491,
"m": 1.0
},
{
"p": 0.07167111337184906,
"m": 1.0
},
{
"p": 0.07141097635030746,
"m": 0.5097771883010864
},
{
"p": 0.07138451933860779,
"m": 0.21212024986743927
},
{
"p": 0.0712718665599823,
"m": 0.6389611959457397
},
{
"p": 0.0718114897608757,
"m": 0.8237370252609253
},
{
"p": 0.07133621722459793,
"m": 0.5459342002868652
},
{
"p": 0.07140610367059708,
"m": 0.8047505021095276
},
{
"p": 0.0710172951221466,
"m": 0.9342594146728516
},
{
"p": 0.0714617446064949,
"m": 0.8257864117622375
},
{
"p": 0.07131586968898773,
"m": 1.0
},
{
"p": 0.07167969644069672,
"m": 1.0
},
{
"p": 0.07142478227615356,
"m": 1.0
}
]
},
{
"epoch": 90,
"train_loss": 1.4315314292907715,
"val_loss": 0.7121944427490234,
"acc": 72.37,
"time": 129.58642844399947,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0717950314283371,
"m": 1.0
},
{
"p": 0.07137859612703323,
"m": 1.0
},
{
"p": 0.07121550291776657,
"m": 1.0
},
{
"p": 0.07152421027421951,
"m": 0.49587899446487427
},
{
"p": 0.07112984359264374,
"m": 0.11051991581916809
},
{
"p": 0.07144603133201599,
"m": 0.8142060041427612
},
{
"p": 0.07141175866127014,
"m": 0.9058563113212585
},
{
"p": 0.07135027647018433,
"m": 0.616466760635376
},
{
"p": 0.07163076847791672,
"m": 0.9000918865203857
},
{
"p": 0.0711689442396164,
"m": 0.8977287411689758
},
{
"p": 0.07134200632572174,
"m": 0.9217720031738281
},
{
"p": 0.07147376984357834,
"m": 1.0
},
{
"p": 0.071562260389328,
"m": 1.0
},
{
"p": 0.0715709999203682,
"m": 1.0
}
]
},
{
"epoch": 91,
"train_loss": 1.0844969749450684,
"val_loss": 0.9866729378700256,
"acc": 71.33,
"time": 122.92373914899872,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.071466825902462,
"m": 1.0
},
{
"p": 0.07129587978124619,
"m": 1.0
},
{
"p": 0.07123170793056488,
"m": 1.0
},
{
"p": 0.07145191729068756,
"m": 0.5914517641067505
},
{
"p": 0.07143636047840118,
"m": 0.14404956996440887
},
{
"p": 0.07146264612674713,
"m": 0.7318567633628845
},
{
"p": 0.07137005031108856,
"m": 0.8368646502494812
},
{
"p": 0.07143162935972214,
"m": 0.7126492261886597
},
{
"p": 0.07144156843423843,
"m": 0.8945215344429016
},
{
"p": 0.07143449783325195,
"m": 0.8026442527770996
},
{
"p": 0.07166789472103119,
"m": 1.0
},
{
"p": 0.0714632123708725,
"m": 1.0
},
{
"p": 0.07128679752349854,
"m": 1.0
},
{
"p": 0.07155898958444595,
"m": 1.0
}
]
},
{
"epoch": 92,
"train_loss": 1.3502033948898315,
"val_loss": 0.9174684286117554,
"acc": 72.0,
"time": 121.46883913400052,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0716954916715622,
"m": 1.0
},
{
"p": 0.0711895152926445,
"m": 1.0
},
{
"p": 0.07164456695318222,
"m": 1.0
},
{
"p": 0.07137201726436615,
"m": 0.50401371717453
},
{
"p": 0.07169821113348007,
"m": 0.10393743962049484
},
{
"p": 0.07106409221887589,
"m": 0.5756332874298096
},
{
"p": 0.07149364054203033,
"m": 0.9557005167007446
},
{
"p": 0.07150711119174957,
"m": 0.7678806781768799
},
{
"p": 0.07137905061244965,
"m": 0.919775664806366
},
{
"p": 0.07147342711687088,
"m": 0.8533449172973633
},
{
"p": 0.07146403193473816,
"m": 1.0
},
{
"p": 0.07137152552604675,
"m": 1.0
},
{
"p": 0.07146278768777847,
"m": 1.0
},
{
"p": 0.07118451595306396,
"m": 1.0
}
]
},
{
"epoch": 93,
"train_loss": 1.1406241655349731,
"val_loss": 0.7345544099807739,
"acc": 72.5,
"time": 121.51366947300085,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07148721814155579,
"m": 1.0
},
{
"p": 0.07148262113332748,
"m": 1.0
},
{
"p": 0.07156679034233093,
"m": 1.0
},
{
"p": 0.07109980285167694,
"m": 0.3965938687324524
},
{
"p": 0.07142260670661926,
"m": 0.14138221740722656
},
{
"p": 0.07126995176076889,
"m": 0.4950870871543884
},
{
"p": 0.07148801535367966,
"m": 0.8338660597801208
},
{
"p": 0.07146621495485306,
"m": 0.7765052318572998
},
{
"p": 0.07139547169208527,
"m": 0.9806463122367859
},
{
"p": 0.07153883576393127,
"m": 0.6848063468933105
},
{
"p": 0.07157595455646515,
"m": 0.9000043869018555
},
{
"p": 0.07120753824710846,
"m": 1.0
},
{
"p": 0.07146956771612167,
"m": 1.0
},
{
"p": 0.07152939587831497,
"m": 1.0
}
]
},
{
"epoch": 94,
"train_loss": 1.1242941617965698,
"val_loss": 0.934971272945404,
"acc": 72.95,
"time": 121.25996554599988,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07154465466737747,
"m": 1.0
},
{
"p": 0.07138746976852417,
"m": 1.0
},
{
"p": 0.07159947603940964,
"m": 1.0
},
{
"p": 0.07142438739538193,
"m": 0.43855753540992737
},
{
"p": 0.07114332914352417,
"m": 0.10904139280319214
},
{
"p": 0.07152256369590759,
"m": 0.5172925591468811
},
{
"p": 0.07133323699235916,
"m": 0.764884889125824
},
{
"p": 0.0715741440653801,
"m": 0.8386492729187012
},
{
"p": 0.07130484282970428,
"m": 0.9999119639396667
},
{
"p": 0.07146763801574707,
"m": 0.6642667651176453
},
{
"p": 0.07165444642305374,
"m": 0.8909149169921875
},
{
"p": 0.07125965505838394,
"m": 1.0
},
{
"p": 0.07143926620483398,
"m": 1.0
},
{
"p": 0.07134491205215454,
"m": 1.0
}
]
},
{
"epoch": 95,
"train_loss": 0.9661372303962708,
"val_loss": 0.8329437971115112,
"acc": 72.64,
"time": 123.2821247360007,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07144083082675934,
"m": 1.0
},
{
"p": 0.07175562530755997,
"m": 1.0
},
{
"p": 0.07145131379365921,
"m": 1.0
},
{
"p": 0.07136881351470947,
"m": 0.5811348557472229
},
{
"p": 0.07107510417699814,
"m": 0.15731151401996613
},
{
"p": 0.07124625146389008,
"m": 0.5867668986320496
},
{
"p": 0.07151079922914505,
"m": 0.694510281085968
},
{
"p": 0.07126671820878983,
"m": 0.7190101742744446
},
{
"p": 0.0716618150472641,
"m": 0.8802241086959839
},
{
"p": 0.07137630879878998,
"m": 0.6380274891853333
},
{
"p": 0.07143191248178482,
"m": 0.8656114339828491
},
{
"p": 0.07155252248048782,
"m": 1.0
},
{
"p": 0.07146276533603668,
"m": 1.0
},
{
"p": 0.07139919698238373,
"m": 1.0
}
]
},
{
"epoch": 96,
"train_loss": 1.002311110496521,
"val_loss": 0.7324489951133728,
"acc": 73.09,
"time": 121.28075886400075,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07152849435806274,
"m": 1.0
},
{
"p": 0.07120226323604584,
"m": 1.0
},
{
"p": 0.07161350548267365,
"m": 1.0
},
{
"p": 0.07121432572603226,
"m": 0.5672719478607178
},
{
"p": 0.07131988555192947,
"m": 0.304541677236557
},
{
"p": 0.07125560939311981,
"m": 0.6096616983413696
},
{
"p": 0.07161583006381989,
"m": 0.6271347999572754
},
{
"p": 0.07143399864435196,
"m": 0.6426001787185669
},
{
"p": 0.07123374193906784,
"m": 0.8379313349723816
},
{
"p": 0.07134313881397247,
"m": 0.7074078917503357
},
{
"p": 0.0714324340224266,
"m": 0.9343725442886353
},
{
"p": 0.07144385576248169,
"m": 1.0
},
{
"p": 0.07175858318805695,
"m": 1.0
},
{
"p": 0.07160428911447525,
"m": 1.0
}
]
},
{
"epoch": 97,
"train_loss": 1.3265050649642944,
"val_loss": 0.7504245638847351,
"acc": 72.47,
"time": 120.46569513100076,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0716746598482132,
"m": 1.0
},
{
"p": 0.0712246522307396,
"m": 1.0
},
{
"p": 0.07149229198694229,
"m": 1.0
},
{
"p": 0.07136473059654236,
"m": 0.5469672679901123
},
{
"p": 0.07139987498521805,
"m": 0.15515823662281036
},
{
"p": 0.07128429412841797,
"m": 0.5988245010375977
},
{
"p": 0.0711481124162674,
"m": 0.7106223702430725
},
{
"p": 0.071158267557621,
"m": 0.8587517738342285
},
{
"p": 0.07134812325239182,
"m": 0.9486006498336792
},
{
"p": 0.0716719999909401,
"m": 0.7438368797302246
},
{
"p": 0.07183496654033661,
"m": 0.9065049886703491
},
{
"p": 0.07143982499837875,
"m": 1.0
},
{
"p": 0.07145875692367554,
"m": 1.0
},
{
"p": 0.07149940729141235,
"m": 1.0
}
]
},
{
"epoch": 98,
"train_loss": 1.1302729845046997,
"val_loss": 0.7854135632514954,
"acc": 73.19,
"time": 119.5878306529994,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145964354276657,
"m": 1.0
},
{
"p": 0.07130120694637299,
"m": 1.0
},
{
"p": 0.07136529684066772,
"m": 1.0
},
{
"p": 0.07125253975391388,
"m": 0.640155017375946
},
{
"p": 0.07132915407419205,
"m": 0.20143170654773712
},
{
"p": 0.0714452862739563,
"m": 0.6467536091804504
},
{
"p": 0.07119113206863403,
"m": 0.8677021265029907
},
{
"p": 0.0715763047337532,
"m": 0.8996743559837341
},
{
"p": 0.07128681242465973,
"m": 0.8384620547294617
},
{
"p": 0.07185888290405273,
"m": 0.8640978932380676
},
{
"p": 0.0714590921998024,
"m": 0.9298396706581116
},
{
"p": 0.07135681062936783,
"m": 1.0
},
{
"p": 0.07151751220226288,
"m": 1.0
},
{
"p": 0.07160038501024246,
"m": 1.0
}
]
},
{
"epoch": 99,
"train_loss": 1.3509474992752075,
"val_loss": 0.7483678460121155,
"acc": 72.26,
"time": 121.77875332700023,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07145636528730392,
"m": 1.0
},
{
"p": 0.0710444450378418,
"m": 1.0
},
{
"p": 0.07146772742271423,
"m": 1.0
},
{
"p": 0.07134699821472168,
"m": 0.5715822577476501
},
{
"p": 0.07160981744527817,
"m": 0.15845702588558197
},
{
"p": 0.07144200801849365,
"m": 0.6394972801208496
},
{
"p": 0.07147681713104248,
"m": 0.8144278526306152
},
{
"p": 0.07153933495283127,
"m": 0.8494845032691956
},
{
"p": 0.07134117186069489,
"m": 0.7969737648963928
},
{
"p": 0.07145293056964874,
"m": 0.8452931642532349
},
{
"p": 0.07142907381057739,
"m": 0.7925872206687927
},
{
"p": 0.07150603830814362,
"m": 1.0
},
{
"p": 0.07151249796152115,
"m": 1.0
},
{
"p": 0.0713747888803482,
"m": 1.0
}
]
},
{
"epoch": 100,
"train_loss": 0.8659394383430481,
"val_loss": 0.7821795344352722,
"acc": 72.39,
"time": 120.25568392800051,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07195716351270676,
"m": 1.0
},
{
"p": 0.07133569568395615,
"m": 1.0
},
{
"p": 0.0713375136256218,
"m": 1.0
},
{
"p": 0.07143499702215195,
"m": 0.6173954010009766
},
{
"p": 0.07131343334913254,
"m": 0.12978723645210266
},
{
"p": 0.07138212025165558,
"m": 0.6296836733818054
},
{
"p": 0.0712972953915596,
"m": 0.7219120264053345
},
{
"p": 0.07131202518939972,
"m": 0.7435482740402222
},
{
"p": 0.07128404825925827,
"m": 0.7893465757369995
},
{
"p": 0.07141255587339401,
"m": 0.7555875182151794
},
{
"p": 0.07143905758857727,
"m": 0.8897393345832825
},
{
"p": 0.07148250937461853,
"m": 1.0
},
{
"p": 0.07147911936044693,
"m": 1.0
},
{
"p": 0.07153242826461792,
"m": 1.0
}
]
},
{
"epoch": 101,
"train_loss": 1.1844720840454102,
"val_loss": 0.8416584134101868,
"acc": 71.91,
"time": 122.87273068200011,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07133706659078598,
"m": 1.0
},
{
"p": 0.07111137360334396,
"m": 1.0
},
{
"p": 0.07132420688867569,
"m": 1.0
},
{
"p": 0.07158451527357101,
"m": 0.5533623695373535
},
{
"p": 0.07142972946166992,
"m": 0.1348353624343872
},
{
"p": 0.07122683525085449,
"m": 0.6360395550727844
},
{
"p": 0.07148479670286179,
"m": 0.7593414783477783
},
{
"p": 0.07138942182064056,
"m": 0.6784837245941162
},
{
"p": 0.0713484063744545,
"m": 0.8180032968521118
},
{
"p": 0.07160842418670654,
"m": 0.7846226692199707
},
{
"p": 0.07137452065944672,
"m": 0.8985518217086792
},
{
"p": 0.07168132066726685,
"m": 1.0
},
{
"p": 0.0715830996632576,
"m": 1.0
},
{
"p": 0.0715162605047226,
"m": 1.0
}
]
},
{
"epoch": 102,
"train_loss": 1.2919145822525024,
"val_loss": 0.8627517819404602,
"acc": 72.88,
"time": 121.73030273300174,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07163316756486893,
"m": 1.0
},
{
"p": 0.07145571708679199,
"m": 1.0
},
{
"p": 0.07135410606861115,
"m": 1.0
},
{
"p": 0.0713210478425026,
"m": 0.6296011805534363
},
{
"p": 0.07136328518390656,
"m": 0.11903268843889236
},
{
"p": 0.07136643677949905,
"m": 0.7978769540786743
},
{
"p": 0.07138119637966156,
"m": 0.8277671337127686
},
{
"p": 0.07133021205663681,
"m": 0.7274829149246216
},
{
"p": 0.07132193446159363,
"m": 0.8491742014884949
},
{
"p": 0.07139536738395691,
"m": 0.8024857044219971
},
{
"p": 0.07153795659542084,
"m": 0.8856881260871887
},
{
"p": 0.07147625088691711,
"m": 1.0
},
{
"p": 0.07152993232011795,
"m": 1.0
},
{
"p": 0.07153338193893433,
"m": 1.0
}
]
},
{
"epoch": 103,
"train_loss": 1.178072452545166,
"val_loss": 0.8335216045379639,
"acc": 72.43,
"time": 126.83204492699952,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143256068229675,
"m": 1.0
},
{
"p": 0.0714057981967926,
"m": 1.0
},
{
"p": 0.07148148119449615,
"m": 1.0
},
{
"p": 0.07120583206415176,
"m": 0.5796687602996826
},
{
"p": 0.07153459638357162,
"m": 0.11412391811609268
},
{
"p": 0.07108339667320251,
"m": 0.8054554462432861
},
{
"p": 0.07151993364095688,
"m": 0.8266028761863708
},
{
"p": 0.07135795801877975,
"m": 0.47483018040657043
},
{
"p": 0.07140342146158218,
"m": 0.8578692078590393
},
{
"p": 0.07186248153448105,
"m": 0.8525563478469849
},
{
"p": 0.07127203047275543,
"m": 0.7779322862625122
},
{
"p": 0.0717354491353035,
"m": 1.0
},
{
"p": 0.07134204357862473,
"m": 1.0
},
{
"p": 0.07136304676532745,
"m": 1.0
}
]
},
{
"epoch": 104,
"train_loss": 0.9103094935417175,
"val_loss": 0.7966235280036926,
"acc": 72.82,
"time": 125.75683158299944,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07131601125001907,
"m": 1.0
},
{
"p": 0.07113958150148392,
"m": 1.0
},
{
"p": 0.07137229293584824,
"m": 1.0
},
{
"p": 0.07121586054563522,
"m": 0.492763489484787
},
{
"p": 0.07156796753406525,
"m": 0.192914679646492
},
{
"p": 0.0714813768863678,
"m": 0.8094691038131714
},
{
"p": 0.07164926081895828,
"m": 0.8820306062698364
},
{
"p": 0.07132090628147125,
"m": 0.5043904781341553
},
{
"p": 0.0714959055185318,
"m": 0.8903191685676575
},
{
"p": 0.0713663175702095,
"m": 0.8314068913459778
},
{
"p": 0.07160233706235886,
"m": 0.8052514791488647
},
{
"p": 0.0715375691652298,
"m": 1.0
},
{
"p": 0.07144486904144287,
"m": 1.0
},
{
"p": 0.07148974388837814,
"m": 1.0
}
]
},
{
"epoch": 105,
"train_loss": 1.190545678138733,
"val_loss": 0.8404812812805176,
"acc": 71.47,
"time": 121.68145612199987,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07160337269306183,
"m": 1.0
},
{
"p": 0.07112569361925125,
"m": 1.0
},
{
"p": 0.07156278938055038,
"m": 1.0
},
{
"p": 0.07142521440982819,
"m": 0.5845540165901184
},
{
"p": 0.07150065898895264,
"m": 0.16522932052612305
},
{
"p": 0.07108791172504425,
"m": 0.766812801361084
},
{
"p": 0.07121257483959198,
"m": 0.96433424949646
},
{
"p": 0.07175016403198242,
"m": 0.5761969685554504
},
{
"p": 0.07140417397022247,
"m": 0.9319530725479126
},
{
"p": 0.07124102860689163,
"m": 0.8109189867973328
},
{
"p": 0.07146751880645752,
"m": 0.8330180644989014
},
{
"p": 0.07174497842788696,
"m": 1.0
},
{
"p": 0.07157473266124725,
"m": 1.0
},
{
"p": 0.07129914313554764,
"m": 1.0
}
]
},
{
"epoch": 106,
"train_loss": 1.0831488370895386,
"val_loss": 0.9711666107177734,
"acc": 72.71,
"time": 119.75040146299943,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07125537097454071,
"m": 1.0
},
{
"p": 0.07143627107143402,
"m": 1.0
},
{
"p": 0.07152500003576279,
"m": 1.0
},
{
"p": 0.07157039642333984,
"m": 0.6740263104438782
},
{
"p": 0.07140455394983292,
"m": 0.12374509125947952
},
{
"p": 0.07140751928091049,
"m": 0.6965466737747192
},
{
"p": 0.07159071415662766,
"m": 0.9736855030059814
},
{
"p": 0.07141141593456268,
"m": 0.6980358958244324
},
{
"p": 0.07111521065235138,
"m": 0.8858448266983032
},
{
"p": 0.07157112658023834,
"m": 0.7828367352485657
},
{
"p": 0.07142418622970581,
"m": 0.795375406742096
},
{
"p": 0.07152940332889557,
"m": 1.0
},
{
"p": 0.07139890640974045,
"m": 1.0
},
{
"p": 0.07135993987321854,
"m": 1.0
}
]
},
{
"epoch": 107,
"train_loss": 0.8352258801460266,
"val_loss": 0.8761715888977051,
"acc": 73.25,
"time": 129.97854659299992,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07128571718931198,
"m": 1.0
},
{
"p": 0.07157617807388306,
"m": 1.0
},
{
"p": 0.07147114723920822,
"m": 1.0
},
{
"p": 0.07113447785377502,
"m": 0.5436161756515503
},
{
"p": 0.07141666859388351,
"m": 0.11826066672801971
},
{
"p": 0.07136475294828415,
"m": 0.7073143124580383
},
{
"p": 0.07123280316591263,
"m": 0.8865933418273926
},
{
"p": 0.07187668979167938,
"m": 0.6366531848907471
},
{
"p": 0.0715399906039238,
"m": 0.8834716081619263
},
{
"p": 0.07160421460866928,
"m": 0.8694076538085938
},
{
"p": 0.07127758860588074,
"m": 0.8016366958618164
},
{
"p": 0.07141610234975815,
"m": 1.0
},
{
"p": 0.07136422395706177,
"m": 1.0
},
{
"p": 0.0714394673705101,
"m": 1.0
}
]
},
{
"epoch": 108,
"train_loss": 0.939034104347229,
"val_loss": 0.8404672145843506,
"acc": 73.44,
"time": 125.71925819699936,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07139730453491211,
"m": 1.0
},
{
"p": 0.07148343324661255,
"m": 1.0
},
{
"p": 0.07166961580514908,
"m": 1.0
},
{
"p": 0.07115285098552704,
"m": 0.4874078631401062
},
{
"p": 0.07147151976823807,
"m": 0.24819070100784302
},
{
"p": 0.07136610150337219,
"m": 0.6335022449493408
},
{
"p": 0.07139337807893753,
"m": 0.7526675462722778
},
{
"p": 0.07134822010993958,
"m": 0.6542220711708069
},
{
"p": 0.07143256068229675,
"m": 0.8226094245910645
},
{
"p": 0.07125594466924667,
"m": 0.8286172151565552
},
{
"p": 0.07140232622623444,
"m": 0.8381217122077942
},
{
"p": 0.0716947466135025,
"m": 1.0
},
{
"p": 0.07146651297807693,
"m": 1.0
},
{
"p": 0.07146545499563217,
"m": 1.0
}
]
},
{
"epoch": 109,
"train_loss": 1.1893572807312012,
"val_loss": 0.9639178514480591,
"acc": 73.07,
"time": 125.44945677100077,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07160171866416931,
"m": 1.0
},
{
"p": 0.07129809260368347,
"m": 1.0
},
{
"p": 0.07135458290576935,
"m": 1.0
},
{
"p": 0.07143505662679672,
"m": 0.5215198397636414
},
{
"p": 0.07142535597085953,
"m": 0.10000000149011612
},
{
"p": 0.07119008153676987,
"m": 0.49327510595321655
},
{
"p": 0.07144749164581299,
"m": 0.7218157649040222
},
{
"p": 0.07137138396501541,
"m": 0.6910540461540222
},
{
"p": 0.07163387537002563,
"m": 0.778249979019165
},
{
"p": 0.07137694209814072,
"m": 0.7414275407791138
},
{
"p": 0.0713510662317276,
"m": 0.8413130640983582
},
{
"p": 0.07135318964719772,
"m": 1.0
},
{
"p": 0.07161958515644073,
"m": 1.0
},
{
"p": 0.07154161483049393,
"m": 1.0
}
]
},
{
"epoch": 110,
"train_loss": 1.067352056503296,
"val_loss": 0.9033779501914978,
"acc": 72.72,
"time": 125.57735076099925,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07143780589103699,
"m": 1.0
},
{
"p": 0.07121513783931732,
"m": 1.0
},
{
"p": 0.07128197699785233,
"m": 1.0
},
{
"p": 0.07148916274309158,
"m": 0.5638337135314941
},
{
"p": 0.07149788737297058,
"m": 0.22253555059432983
},
{
"p": 0.07149456441402435,
"m": 0.36332935094833374
},
{
"p": 0.0715741291642189,
"m": 0.5605005621910095
},
{
"p": 0.07144920527935028,
"m": 0.7277159690856934
},
{
"p": 0.0713302493095398,
"m": 0.783509373664856
},
{
"p": 0.07134619355201721,
"m": 0.7362928986549377
},
{
"p": 0.07125938683748245,
"m": 0.7907844185829163
},
{
"p": 0.0712444856762886,
"m": 1.0
},
{
"p": 0.071746326982975,
"m": 1.0
},
{
"p": 0.07163350284099579,
"m": 1.0
}
]
},
{
"epoch": 111,
"train_loss": 1.1581493616104126,
"val_loss": 0.7571355104446411,
"acc": 72.67,
"time": 123.75376696700005,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07137700170278549,
"m": 1.0
},
{
"p": 0.07117574661970139,
"m": 1.0
},
{
"p": 0.07138600945472717,
"m": 1.0
},
{
"p": 0.07132009416818619,
"m": 0.5826846957206726
},
{
"p": 0.07174605876207352,
"m": 0.4212098717689514
},
{
"p": 0.07137801498174667,
"m": 0.4632071256637573
},
{
"p": 0.07151616364717484,
"m": 0.5817861557006836
},
{
"p": 0.0713498443365097,
"m": 0.7058624029159546
},
{
"p": 0.07152673602104187,
"m": 0.8812322020530701
},
{
"p": 0.07126085460186005,
"m": 0.7235309481620789
},
{
"p": 0.0714864656329155,
"m": 0.8001964688301086
},
{
"p": 0.07142524421215057,
"m": 1.0
},
{
"p": 0.07153788954019547,
"m": 1.0
},
{
"p": 0.07151389122009277,
"m": 1.0
}
]
},
{
"epoch": 112,
"train_loss": 1.4452892541885376,
"val_loss": 0.8907322287559509,
"acc": 72.54,
"time": 128.68925865500023,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0713248923420906,
"m": 1.0
},
{
"p": 0.07141456753015518,
"m": 1.0
},
{
"p": 0.07161134481430054,
"m": 1.0
},
{
"p": 0.07133607566356659,
"m": 0.5741783380508423
},
{
"p": 0.0713721215724945,
"m": 0.3317524790763855
},
{
"p": 0.07126723974943161,
"m": 0.550848662853241
},
{
"p": 0.07134091109037399,
"m": 0.7093770503997803
},
{
"p": 0.0713600441813469,
"m": 0.5464635491371155
},
{
"p": 0.07149720191955566,
"m": 0.9082404971122742
},
{
"p": 0.07134765386581421,
"m": 0.7049152255058289
},
{
"p": 0.07162068039178848,
"m": 0.7624108791351318
},
{
"p": 0.07152064889669418,
"m": 1.0
},
{
"p": 0.07165011763572693,
"m": 1.0
},
{
"p": 0.071336530148983,
"m": 1.0
}
]
},
{
"epoch": 113,
"train_loss": 0.8980520367622375,
"val_loss": 0.8441587090492249,
"acc": 72.99,
"time": 121.16980626000077,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07147767394781113,
"m": 1.0
},
{
"p": 0.07110007107257843,
"m": 1.0
},
{
"p": 0.07148908823728561,
"m": 1.0
},
{
"p": 0.07119344919919968,
"m": 0.5849176049232483
},
{
"p": 0.07157273590564728,
"m": 0.33384501934051514
},
{
"p": 0.07130599766969681,
"m": 0.43178310990333557
},
{
"p": 0.071492999792099,
"m": 0.734164297580719
},
{
"p": 0.07130566984415054,
"m": 0.5458218455314636
},
{
"p": 0.07167161256074905,
"m": 0.9486472010612488
},
{
"p": 0.0715491771697998,
"m": 0.7443859577178955
},
{
"p": 0.0715460330247879,
"m": 0.9013903737068176
},
{
"p": 0.07144614309072495,
"m": 1.0
},
{
"p": 0.07161659002304077,
"m": 1.0
},
{
"p": 0.07123272120952606,
"m": 1.0
}
]
},
{
"epoch": 114,
"train_loss": 1.0533015727996826,
"val_loss": 0.8167999982833862,
"acc": 72.8,
"time": 121.43597050700009,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07169216871261597,
"m": 1.0
},
{
"p": 0.07119380682706833,
"m": 1.0
},
{
"p": 0.07138241827487946,
"m": 1.0
},
{
"p": 0.07137568295001984,
"m": 0.6295573711395264
},
{
"p": 0.07102645188570023,
"m": 0.3851065933704376
},
{
"p": 0.07132979482412338,
"m": 0.5005084276199341
},
{
"p": 0.07138967514038086,
"m": 0.8409306406974792
},
{
"p": 0.0715750902891159,
"m": 0.5660569071769714
},
{
"p": 0.07145387679338455,
"m": 0.9103096127510071
},
{
"p": 0.07139824330806732,
"m": 0.7381026744842529
},
{
"p": 0.07132530212402344,
"m": 0.9086284041404724
},
{
"p": 0.07191579788923264,
"m": 1.0
},
{
"p": 0.07156890630722046,
"m": 1.0
},
{
"p": 0.07137279957532883,
"m": 1.0
}
]
},
{
"epoch": 115,
"train_loss": 0.8758795261383057,
"val_loss": 0.8427942991256714,
"acc": 73.43,
"time": 120.2083883560008,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07159539312124252,
"m": 1.0
},
{
"p": 0.07117518782615662,
"m": 1.0
},
{
"p": 0.07118812203407288,
"m": 1.0
},
{
"p": 0.07146942615509033,
"m": 0.573239803314209
},
{
"p": 0.07160478085279465,
"m": 0.2669478952884674
},
{
"p": 0.07133209705352783,
"m": 0.4076194763183594
},
{
"p": 0.07156676054000854,
"m": 0.7887186408042908
},
{
"p": 0.07114317268133163,
"m": 0.5558757185935974
},
{
"p": 0.0714242160320282,
"m": 0.8703592419624329
},
{
"p": 0.07129886001348495,
"m": 0.8212519884109497
},
{
"p": 0.07158538699150085,
"m": 0.896077036857605
},
{
"p": 0.07149170339107513,
"m": 1.0
},
{
"p": 0.0715530514717102,
"m": 1.0
},
{
"p": 0.07157185673713684,
"m": 1.0
}
]
},
{
"epoch": 116,
"train_loss": 1.1055773496627808,
"val_loss": 0.9798806309700012,
"acc": 72.81,
"time": 120.94551071599926,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07139930129051208,
"m": 1.0
},
{
"p": 0.07121574133634567,
"m": 1.0
},
{
"p": 0.07143617421388626,
"m": 1.0
},
{
"p": 0.07145904004573822,
"m": 0.6339406967163086
},
{
"p": 0.07151838392019272,
"m": 0.16859202086925507
},
{
"p": 0.07137797772884369,
"m": 0.2356349676847458
},
{
"p": 0.0713740885257721,
"m": 0.8616383075714111
},
{
"p": 0.07146832346916199,
"m": 0.5055808424949646
},
{
"p": 0.07136990875005722,
"m": 0.7584056854248047
},
{
"p": 0.07169197499752045,
"m": 0.7899972200393677
},
{
"p": 0.07149038463830948,
"m": 0.9858428239822388
},
{
"p": 0.07135330140590668,
"m": 1.0
},
{
"p": 0.07144128531217575,
"m": 1.0
},
{
"p": 0.07140413671731949,
"m": 1.0
}
]
},
{
"epoch": 117,
"train_loss": 0.9083338975906372,
"val_loss": 0.7673268914222717,
"acc": 72.86,
"time": 120.67165700100122,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07156987488269806,
"m": 1.0
},
{
"p": 0.07150863856077194,
"m": 1.0
},
{
"p": 0.0714389830827713,
"m": 1.0
},
{
"p": 0.07086455821990967,
"m": 0.5991922616958618
},
{
"p": 0.07137525826692581,
"m": 0.19466514885425568
},
{
"p": 0.07155125588178635,
"m": 0.36446613073349
},
{
"p": 0.07145713269710541,
"m": 0.7387515902519226
},
{
"p": 0.07146167755126953,
"m": 0.6350618004798889
},
{
"p": 0.07147303968667984,
"m": 0.9225346446037292
},
{
"p": 0.0711904838681221,
"m": 0.8407936692237854
},
{
"p": 0.07152372598648071,
"m": 0.8614211082458496
},
{
"p": 0.07156679779291153,
"m": 1.0
},
{
"p": 0.0714874118566513,
"m": 1.0
},
{
"p": 0.07153115421533585,
"m": 1.0
}
]
},
{
"epoch": 118,
"train_loss": 0.9370121955871582,
"val_loss": 0.8939549326896667,
"acc": 72.74,
"time": 121.45538837499953,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07166025787591934,
"m": 1.0
},
{
"p": 0.07148980349302292,
"m": 1.0
},
{
"p": 0.07140102982521057,
"m": 1.0
},
{
"p": 0.07139969617128372,
"m": 0.554138720035553
},
{
"p": 0.07151777297258377,
"m": 0.3085070848464966
},
{
"p": 0.07140067219734192,
"m": 0.4587722718715668
},
{
"p": 0.07123403251171112,
"m": 0.6695595979690552
},
{
"p": 0.07144017517566681,
"m": 0.5466440320014954
},
{
"p": 0.07153888046741486,
"m": 0.8029545545578003
},
{
"p": 0.0711422711610794,
"m": 0.864942193031311
},
{
"p": 0.07140588015317917,
"m": 0.9139648079872131
},
{
"p": 0.07126320898532867,
"m": 1.0
},
{
"p": 0.07147352397441864,
"m": 1.0
},
{
"p": 0.07163282483816147,
"m": 1.0
}
]
},
{
"epoch": 119,
"train_loss": 0.9323617815971375,
"val_loss": 0.7549957633018494,
"acc": 72.7,
"time": 121.69475073600006,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07135774940252304,
"m": 1.0
},
{
"p": 0.07137605547904968,
"m": 1.0
},
{
"p": 0.07143247872591019,
"m": 1.0
},
{
"p": 0.07150822132825851,
"m": 0.6072984337806702
},
{
"p": 0.07148487120866776,
"m": 0.23773397505283356
},
{
"p": 0.07130257040262222,
"m": 0.22016657888889313
},
{
"p": 0.07146643102169037,
"m": 0.6437574625015259
},
{
"p": 0.07144620269536972,
"m": 0.4703311324119568
},
{
"p": 0.07146494835615158,
"m": 0.8247299194335938
},
{
"p": 0.07136806100606918,
"m": 0.8641148209571838
},
{
"p": 0.07146737724542618,
"m": 0.882648229598999
},
{
"p": 0.07145904004573822,
"m": 1.0
},
{
"p": 0.07146744430065155,
"m": 1.0
},
{
"p": 0.07139852643013,
"m": 1.0
}
]
},
{
"epoch": 120,
"train_loss": 0.9027007818222046,
"val_loss": 0.7710309028625488,
"acc": 72.97,
"time": 121.6320283189998,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07132745534181595,
"m": 1.0
},
{
"p": 0.07156457006931305,
"m": 1.0
},
{
"p": 0.07114160805940628,
"m": 1.0
},
{
"p": 0.07166560739278793,
"m": 0.5563758015632629
},
{
"p": 0.0713861882686615,
"m": 0.12136990576982498
},
{
"p": 0.07117235660552979,
"m": 0.20776595175266266
},
{
"p": 0.07127416133880615,
"m": 0.6484217047691345
},
{
"p": 0.07188574224710464,
"m": 0.6179698705673218
},
{
"p": 0.07135302573442459,
"m": 0.9218977689743042
},
{
"p": 0.07152029871940613,
"m": 0.719770073890686
},
{
"p": 0.07149238139390945,
"m": 0.8252090215682983
},
{
"p": 0.07125506550073624,
"m": 0.9804063439369202
},
{
"p": 0.0713370144367218,
"m": 1.0
},
{
"p": 0.07162454724311829,
"m": 1.0
}
]
},
{
"epoch": 121,
"train_loss": 0.5943574905395508,
"val_loss": 0.9218711853027344,
"acc": 72.94,
"time": 121.20504104000065,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07166533917188644,
"m": 1.0
},
{
"p": 0.07142290472984314,
"m": 1.0
},
{
"p": 0.07126307487487793,
"m": 1.0
},
{
"p": 0.07123047113418579,
"m": 0.57118821144104
},
{
"p": 0.07140907645225525,
"m": 0.10994689166545868
},
{
"p": 0.0714028999209404,
"m": 0.10000000149011612
},
{
"p": 0.07129798829555511,
"m": 0.6843129396438599
},
{
"p": 0.07142473012208939,
"m": 0.5222556591033936
},
{
"p": 0.07136951386928558,
"m": 0.9085831046104431
},
{
"p": 0.07159396260976791,
"m": 0.8918192982673645
},
{
"p": 0.07137016206979752,
"m": 0.7221267223358154
},
{
"p": 0.07146556675434113,
"m": 0.9808645844459534
},
{
"p": 0.07148625701665878,
"m": 1.0
},
{
"p": 0.07159800827503204,
"m": 1.0
}
]
},
{
"epoch": 122,
"train_loss": 0.7861366271972656,
"val_loss": 0.9107999801635742,
"acc": 73.06,
"time": 120.79225707099977,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142292708158493,
"m": 1.0
},
{
"p": 0.07115251570940018,
"m": 1.0
},
{
"p": 0.07163479924201965,
"m": 1.0
},
{
"p": 0.07148366421461105,
"m": 0.6311602592468262
},
{
"p": 0.07132373005151749,
"m": 0.14585234224796295
},
{
"p": 0.07124853134155273,
"m": 0.12561331689357758
},
{
"p": 0.07131801545619965,
"m": 0.8124487996101379
},
{
"p": 0.07126099616289139,
"m": 0.6288325190544128
},
{
"p": 0.071492038667202,
"m": 0.7791380882263184
},
{
"p": 0.07144205272197723,
"m": 0.8360616564750671
},
{
"p": 0.07167704403400421,
"m": 0.728729248046875
},
{
"p": 0.07159611582756042,
"m": 1.0
},
{
"p": 0.07138314098119736,
"m": 1.0
},
{
"p": 0.07156442850828171,
"m": 1.0
}
]
},
{
"epoch": 123,
"train_loss": 0.7579272389411926,
"val_loss": 0.7874860167503357,
"acc": 71.99,
"time": 123.10987398699945,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07147436589002609,
"m": 1.0
},
{
"p": 0.07127323001623154,
"m": 1.0
},
{
"p": 0.07137059420347214,
"m": 1.0
},
{
"p": 0.07121139019727707,
"m": 0.6245850920677185
},
{
"p": 0.07125169783830643,
"m": 0.1081751361489296
},
{
"p": 0.0715017318725586,
"m": 0.13626639544963837
},
{
"p": 0.07151626795530319,
"m": 0.8658068776130676
},
{
"p": 0.0712990015745163,
"m": 0.6534488797187805
},
{
"p": 0.07147719711065292,
"m": 0.7280435562133789
},
{
"p": 0.07128103822469711,
"m": 0.8212530016899109
},
{
"p": 0.07165165990591049,
"m": 0.8554220795631409
},
{
"p": 0.07161962985992432,
"m": 1.0
},
{
"p": 0.07183561474084854,
"m": 1.0
},
{
"p": 0.07123654335737228,
"m": 1.0
}
]
},
{
"epoch": 124,
"train_loss": 0.8462532758712769,
"val_loss": 0.698123574256897,
"acc": 72.75,
"time": 107.71400353700119,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07155749946832657,
"m": 1.0
},
{
"p": 0.071287602186203,
"m": 1.0
},
{
"p": 0.07120224833488464,
"m": 1.0
},
{
"p": 0.07144411653280258,
"m": 0.6695114970207214
},
{
"p": 0.07151129096746445,
"m": 0.1959839165210724
},
{
"p": 0.07152173668146133,
"m": 0.15838214755058289
},
{
"p": 0.07126982510089874,
"m": 0.6840609312057495
},
{
"p": 0.07148110121488571,
"m": 0.6102556586265564
},
{
"p": 0.07161509990692139,
"m": 0.8423162698745728
},
{
"p": 0.07132588326931,
"m": 0.7335546016693115
},
{
"p": 0.07146020978689194,
"m": 0.9091740250587463
},
{
"p": 0.071349136531353,
"m": 1.0
},
{
"p": 0.07153847068548203,
"m": 1.0
},
{
"p": 0.07143581658601761,
"m": 1.0
}
]
},
{
"epoch": 125,
"train_loss": 0.9976460337638855,
"val_loss": 0.9670173525810242,
"acc": 73.25,
"time": 119.55975999699876,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07128612697124481,
"m": 1.0
},
{
"p": 0.07125306129455566,
"m": 1.0
},
{
"p": 0.07157721370458603,
"m": 1.0
},
{
"p": 0.07136289775371552,
"m": 0.6954978704452515
},
{
"p": 0.07139314711093903,
"m": 0.16027596592903137
},
{
"p": 0.07129904627799988,
"m": 0.14432013034820557
},
{
"p": 0.0717233344912529,
"m": 0.6901353597640991
},
{
"p": 0.07136086374521255,
"m": 0.692962646484375
},
{
"p": 0.07166323065757751,
"m": 0.8184998631477356
},
{
"p": 0.0715145692229271,
"m": 0.8483193516731262
},
{
"p": 0.07158565521240234,
"m": 0.928439736366272
},
{
"p": 0.07125690579414368,
"m": 1.0
},
{
"p": 0.07142092287540436,
"m": 1.0
},
{
"p": 0.07130298763513565,
"m": 1.0
}
]
},
{
"epoch": 126,
"train_loss": 0.8818588256835938,
"val_loss": 0.9749083518981934,
"acc": 72.25,
"time": 109.84695127299892,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07135602831840515,
"m": 1.0
},
{
"p": 0.07150423526763916,
"m": 1.0
},
{
"p": 0.07133601605892181,
"m": 1.0
},
{
"p": 0.07141613960266113,
"m": 0.47000110149383545
},
{
"p": 0.07170625030994415,
"m": 0.22417286038398743
},
{
"p": 0.07159379124641418,
"m": 0.27120867371559143
},
{
"p": 0.07140985876321793,
"m": 0.6396756768226624
},
{
"p": 0.07108551263809204,
"m": 0.8702250719070435
},
{
"p": 0.07156281173229218,
"m": 0.76932293176651
},
{
"p": 0.07158233970403671,
"m": 0.7132300734519958
},
{
"p": 0.0713445171713829,
"m": 0.8845331072807312
},
{
"p": 0.07140219211578369,
"m": 1.0
},
{
"p": 0.07160539925098419,
"m": 1.0
},
{
"p": 0.07109498232603073,
"m": 1.0
}
]
},
{
"epoch": 127,
"train_loss": 1.0008093118667603,
"val_loss": 0.6837800741195679,
"acc": 72.96,
"time": 120.66490568100016,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0715995728969574,
"m": 1.0
},
{
"p": 0.07167990505695343,
"m": 1.0
},
{
"p": 0.07150281965732574,
"m": 1.0
},
{
"p": 0.07101718336343765,
"m": 0.5580136179924011
},
{
"p": 0.07127019017934799,
"m": 0.11256024241447449
},
{
"p": 0.07095629721879959,
"m": 0.3712625205516815
},
{
"p": 0.07109593600034714,
"m": 0.7488095164299011
},
{
"p": 0.07154344022274017,
"m": 0.9985713362693787
},
{
"p": 0.07179811596870422,
"m": 0.8717730641365051
},
{
"p": 0.0717121809720993,
"m": 0.738909125328064
},
{
"p": 0.07178343087434769,
"m": 0.6989826560020447
},
{
"p": 0.0714573860168457,
"m": 0.9917848706245422
},
{
"p": 0.07119853794574738,
"m": 1.0
},
{
"p": 0.07138499617576599,
"m": 1.0
}
]
},
{
"epoch": 128,
"train_loss": 0.8488864302635193,
"val_loss": 0.8179879188537598,
"acc": 72.71,
"time": 102.46921378400111,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07138551771640778,
"m": 1.0
},
{
"p": 0.07142215222120285,
"m": 1.0
},
{
"p": 0.07146810740232468,
"m": 1.0
},
{
"p": 0.07145272195339203,
"m": 0.6451992392539978
},
{
"p": 0.07144571095705032,
"m": 0.2260085493326187
},
{
"p": 0.07130943983793259,
"m": 0.2834455072879791
},
{
"p": 0.07152446359395981,
"m": 0.67061847448349
},
{
"p": 0.0712694525718689,
"m": 1.0
},
{
"p": 0.07136429101228714,
"m": 0.8228887915611267
},
{
"p": 0.0713765025138855,
"m": 0.7105196118354797
},
{
"p": 0.07158849388360977,
"m": 0.7515562772750854
},
{
"p": 0.07134979963302612,
"m": 1.0
},
{
"p": 0.07133196294307709,
"m": 1.0
},
{
"p": 0.07171134650707245,
"m": 1.0
}
]
},
{
"epoch": 129,
"train_loss": 0.9328469038009644,
"val_loss": 0.7191286087036133,
"acc": 72.89,
"time": 114.21256052299941,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07167519629001617,
"m": 1.0
},
{
"p": 0.07121749967336655,
"m": 1.0
},
{
"p": 0.0715261846780777,
"m": 1.0
},
{
"p": 0.07129213958978653,
"m": 0.7354812622070312
},
{
"p": 0.07122787088155746,
"m": 0.1447506695985794
},
{
"p": 0.07167424261569977,
"m": 0.3699887692928314
},
{
"p": 0.07135387510061264,
"m": 0.6756702065467834
},
{
"p": 0.07137788832187653,
"m": 0.9125514030456543
},
{
"p": 0.07131439447402954,
"m": 0.7429362535476685
},
{
"p": 0.07152719795703888,
"m": 0.74663245677948
},
{
"p": 0.07139765471220016,
"m": 0.7603094577789307
},
{
"p": 0.07165350019931793,
"m": 1.0
},
{
"p": 0.07141701877117157,
"m": 1.0
},
{
"p": 0.07134532183408737,
"m": 1.0
}
]
},
{
"epoch": 130,
"train_loss": 0.7966315746307373,
"val_loss": 0.8874695897102356,
"acc": 72.96,
"time": 120.41348414700042,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0712706595659256,
"m": 1.0
},
{
"p": 0.07103963941335678,
"m": 1.0
},
{
"p": 0.07109429687261581,
"m": 1.0
},
{
"p": 0.07169854640960693,
"m": 0.7025338411331177
},
{
"p": 0.07167036086320877,
"m": 0.11766725778579712
},
{
"p": 0.07151976972818375,
"m": 0.31606927514076233
},
{
"p": 0.07138210535049438,
"m": 0.686832070350647
},
{
"p": 0.07123994082212448,
"m": 0.8786370754241943
},
{
"p": 0.07123088836669922,
"m": 0.7191091179847717
},
{
"p": 0.07177741825580597,
"m": 0.7367036938667297
},
{
"p": 0.07176684588193893,
"m": 0.7694887518882751
},
{
"p": 0.07122358679771423,
"m": 1.0
},
{
"p": 0.07158318907022476,
"m": 1.0
},
{
"p": 0.07150278240442276,
"m": 1.0
}
]
},
{
"epoch": 131,
"train_loss": 0.7181330323219299,
"val_loss": 0.9481130838394165,
"acc": 72.88,
"time": 121.88686407299974,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07133521139621735,
"m": 1.0
},
{
"p": 0.07116122543811798,
"m": 1.0
},
{
"p": 0.07151374965906143,
"m": 1.0
},
{
"p": 0.07124969363212585,
"m": 0.5841536521911621
},
{
"p": 0.07110809534788132,
"m": 0.2652153968811035
},
{
"p": 0.07148441672325134,
"m": 0.30211204290390015
},
{
"p": 0.0712428167462349,
"m": 0.7826846837997437
},
{
"p": 0.07139037549495697,
"m": 0.8295090198516846
},
{
"p": 0.07193894684314728,
"m": 0.7952932715415955
},
{
"p": 0.07167578488588333,
"m": 0.6655485033988953
},
{
"p": 0.07186476141214371,
"m": 0.780905544757843
},
{
"p": 0.07155264914035797,
"m": 1.0
},
{
"p": 0.07111136615276337,
"m": 1.0
},
{
"p": 0.0713709220290184,
"m": 1.0
}
]
},
{
"epoch": 132,
"train_loss": 1.0213170051574707,
"val_loss": 0.7676100730895996,
"acc": 72.54,
"time": 120.73998896599915,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07132226228713989,
"m": 1.0
},
{
"p": 0.07135830074548721,
"m": 1.0
},
{
"p": 0.07141377031803131,
"m": 1.0
},
{
"p": 0.07142741233110428,
"m": 0.4873240888118744
},
{
"p": 0.07168662548065186,
"m": 0.29636678099632263
},
{
"p": 0.07136241346597672,
"m": 0.2818652093410492
},
{
"p": 0.07139796018600464,
"m": 0.9811684489250183
},
{
"p": 0.07139990478754044,
"m": 0.8523821234703064
},
{
"p": 0.07163892686367035,
"m": 0.8121520280838013
},
{
"p": 0.0712989941239357,
"m": 0.6036027073860168
},
{
"p": 0.07140658795833588,
"m": 0.7839088439941406
},
{
"p": 0.07141243666410446,
"m": 1.0
},
{
"p": 0.07131745666265488,
"m": 1.0
},
{
"p": 0.071556955575943,
"m": 1.0
}
]
},
{
"epoch": 133,
"train_loss": 1.3627111911773682,
"val_loss": 0.855396568775177,
"acc": 73.02,
"time": 124.09195484800148,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07165773957967758,
"m": 1.0
},
{
"p": 0.07166377454996109,
"m": 1.0
},
{
"p": 0.07145091146230698,
"m": 1.0
},
{
"p": 0.07148170471191406,
"m": 0.7178024053573608
},
{
"p": 0.07146689295768738,
"m": 0.3424718379974365
},
{
"p": 0.07157684862613678,
"m": 0.33464354276657104
},
{
"p": 0.07098028808832169,
"m": 0.942459762096405
},
{
"p": 0.07129355520009995,
"m": 0.7873955368995667
},
{
"p": 0.07143840193748474,
"m": 0.8035627007484436
},
{
"p": 0.07128402590751648,
"m": 0.6185857057571411
},
{
"p": 0.07149448990821838,
"m": 0.9645839333534241
},
{
"p": 0.07162205874919891,
"m": 1.0
},
{
"p": 0.07120657712221146,
"m": 1.0
},
{
"p": 0.07138267904520035,
"m": 1.0
}
]
},
{
"epoch": 134,
"train_loss": 1.4191973209381104,
"val_loss": 0.8821576833724976,
"acc": 72.89,
"time": 123.72305175300062,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07131087779998779,
"m": 1.0
},
{
"p": 0.07159054279327393,
"m": 1.0
},
{
"p": 0.07143831998109818,
"m": 1.0
},
{
"p": 0.07157222926616669,
"m": 0.6256536841392517
},
{
"p": 0.07141686230897903,
"m": 0.37671032547950745
},
{
"p": 0.07140298932790756,
"m": 0.4454040825366974
},
{
"p": 0.07149998843669891,
"m": 0.9549428224563599
},
{
"p": 0.07119005173444748,
"m": 0.7249997854232788
},
{
"p": 0.07144317775964737,
"m": 0.8272079229354858
},
{
"p": 0.07140162587165833,
"m": 0.7351862788200378
},
{
"p": 0.0713985487818718,
"m": 1.0
},
{
"p": 0.07145249843597412,
"m": 1.0
},
{
"p": 0.07140383124351501,
"m": 1.0
},
{
"p": 0.0714784637093544,
"m": 1.0
}
]
},
{
"epoch": 135,
"train_loss": 0.8140580654144287,
"val_loss": 0.790884792804718,
"acc": 72.91,
"time": 124.95315138999831,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07141541689634323,
"m": 1.0
},
{
"p": 0.07134507596492767,
"m": 1.0
},
{
"p": 0.07164182513952255,
"m": 1.0
},
{
"p": 0.07147284597158432,
"m": 0.5191588401794434
},
{
"p": 0.07131126523017883,
"m": 0.31905871629714966
},
{
"p": 0.07166314125061035,
"m": 0.5182897448539734
},
{
"p": 0.07158990204334259,
"m": 0.8253995180130005
},
{
"p": 0.07140232622623444,
"m": 0.6517577767372131
},
{
"p": 0.07149945944547653,
"m": 0.857469379901886
},
{
"p": 0.0712270736694336,
"m": 0.7776447534561157
},
{
"p": 0.07147928327322006,
"m": 0.9432006478309631
},
{
"p": 0.07129586488008499,
"m": 1.0
},
{
"p": 0.0712815374135971,
"m": 1.0
},
{
"p": 0.07137498259544373,
"m": 1.0
}
]
},
{
"epoch": 136,
"train_loss": 0.8260511159896851,
"val_loss": 0.905087947845459,
"acc": 73.34,
"time": 124.12383828399834,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142326235771179,
"m": 1.0
},
{
"p": 0.07166274636983871,
"m": 1.0
},
{
"p": 0.07157787680625916,
"m": 1.0
},
{
"p": 0.0713091641664505,
"m": 0.5627070665359497
},
{
"p": 0.0715467631816864,
"m": 0.36419546604156494
},
{
"p": 0.07130055874586105,
"m": 0.6640499234199524
},
{
"p": 0.07110098004341125,
"m": 0.9245522022247314
},
{
"p": 0.07143068313598633,
"m": 0.7526123523712158
},
{
"p": 0.07143998146057129,
"m": 0.8719853758811951
},
{
"p": 0.07145226746797562,
"m": 0.8410883545875549
},
{
"p": 0.0713256448507309,
"m": 0.9468081593513489
},
{
"p": 0.07131204009056091,
"m": 1.0
},
{
"p": 0.0715930312871933,
"m": 1.0
},
{
"p": 0.07152494788169861,
"m": 1.0
}
]
},
{
"epoch": 137,
"train_loss": 1.3982551097869873,
"val_loss": 0.8137820363044739,
"acc": 73.91,
"time": 121.6776776480001,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07146985828876495,
"m": 1.0
},
{
"p": 0.07139046490192413,
"m": 1.0
},
{
"p": 0.07149291038513184,
"m": 1.0
},
{
"p": 0.07129095494747162,
"m": 0.5179795622825623
},
{
"p": 0.07147226482629776,
"m": 0.2871989905834198
},
{
"p": 0.07144876569509506,
"m": 0.6720251441001892
},
{
"p": 0.071548692882061,
"m": 0.7977990508079529
},
{
"p": 0.07153616100549698,
"m": 0.8794567584991455
},
{
"p": 0.07123783975839615,
"m": 0.8722190856933594
},
{
"p": 0.07155970484018326,
"m": 0.897590696811676
},
{
"p": 0.0712537169456482,
"m": 0.8745899200439453
},
{
"p": 0.07137522846460342,
"m": 1.0
},
{
"p": 0.07139518111944199,
"m": 1.0
},
{
"p": 0.07152827084064484,
"m": 1.0
}
]
},
{
"epoch": 138,
"train_loss": 0.993574857711792,
"val_loss": 0.8008579611778259,
"acc": 72.27,
"time": 125.175822444,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07199613749980927,
"m": 1.0
},
{
"p": 0.07121451944112778,
"m": 1.0
},
{
"p": 0.0718182772397995,
"m": 1.0
},
{
"p": 0.07140693068504333,
"m": 0.5829249024391174
},
{
"p": 0.07125555723905563,
"m": 0.2522645592689514
},
{
"p": 0.0713084414601326,
"m": 0.717596173286438
},
{
"p": 0.07140828669071198,
"m": 0.7433601021766663
},
{
"p": 0.07133891433477402,
"m": 0.9774911999702454
},
{
"p": 0.07136120647192001,
"m": 0.9087212681770325
},
{
"p": 0.07134691625833511,
"m": 0.9013363122940063
},
{
"p": 0.07131019234657288,
"m": 0.8516440391540527
},
{
"p": 0.07140897959470749,
"m": 1.0
},
{
"p": 0.07155749946832657,
"m": 1.0
},
{
"p": 0.07126811891794205,
"m": 1.0
}
]
},
{
"epoch": 139,
"train_loss": 0.849158763885498,
"val_loss": 0.8558422327041626,
"acc": 72.93,
"time": 124.64096997600063,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07161252200603485,
"m": 1.0
},
{
"p": 0.07146549224853516,
"m": 1.0
},
{
"p": 0.07159682363271713,
"m": 1.0
},
{
"p": 0.07125972211360931,
"m": 0.7163316011428833
},
{
"p": 0.07153739035129547,
"m": 0.30306142568588257
},
{
"p": 0.07143630087375641,
"m": 0.7819482684135437
},
{
"p": 0.07109858095645905,
"m": 0.7829696536064148
},
{
"p": 0.0713106021285057,
"m": 0.7505437135696411
},
{
"p": 0.07149041444063187,
"m": 0.8297933340072632
},
{
"p": 0.07125367969274521,
"m": 0.908379077911377
},
{
"p": 0.07147583365440369,
"m": 0.8677686452865601
},
{
"p": 0.07142613083124161,
"m": 1.0
},
{
"p": 0.07148854434490204,
"m": 1.0
},
{
"p": 0.0715479627251625,
"m": 1.0
}
]
},
{
"epoch": 140,
"train_loss": 1.070716381072998,
"val_loss": 0.7451497316360474,
"acc": 73.48,
"time": 123.11106588800067,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07154271751642227,
"m": 1.0
},
{
"p": 0.07157351821660995,
"m": 1.0
},
{
"p": 0.0715484768152237,
"m": 1.0
},
{
"p": 0.07122759521007538,
"m": 0.6434172987937927
},
{
"p": 0.07136015594005585,
"m": 0.31677624583244324
},
{
"p": 0.07137182354927063,
"m": 0.8139699697494507
},
{
"p": 0.07133877277374268,
"m": 0.694918692111969
},
{
"p": 0.07108579576015472,
"m": 0.8560635447502136
},
{
"p": 0.07113020122051239,
"m": 0.7291098237037659
},
{
"p": 0.0715993195772171,
"m": 0.7489200830459595
},
{
"p": 0.07148301601409912,
"m": 0.8630856275558472
},
{
"p": 0.0717121958732605,
"m": 1.0
},
{
"p": 0.07149523496627808,
"m": 1.0
},
{
"p": 0.07153115421533585,
"m": 1.0
}
]
},
{
"epoch": 141,
"train_loss": 1.3186508417129517,
"val_loss": 0.8135519027709961,
"acc": 72.77,
"time": 121.98523100899911,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07125679403543472,
"m": 1.0
},
{
"p": 0.07117681205272675,
"m": 1.0
},
{
"p": 0.07158469408750534,
"m": 1.0
},
{
"p": 0.07120935618877411,
"m": 0.746160089969635
},
{
"p": 0.07193674147129059,
"m": 0.43163594603538513
},
{
"p": 0.0711168721318245,
"m": 0.8467162251472473
},
{
"p": 0.07131443172693253,
"m": 0.6509154438972473
},
{
"p": 0.07144757360219955,
"m": 0.8760696649551392
},
{
"p": 0.07166322320699692,
"m": 0.8120942711830139
},
{
"p": 0.07134044915437698,
"m": 0.7126166224479675
},
{
"p": 0.07127095758914948,
"m": 0.8954702019691467
},
{
"p": 0.07163105905056,
"m": 1.0
},
{
"p": 0.07155296951532364,
"m": 1.0
},
{
"p": 0.07149799168109894,
"m": 1.0
}
]
},
{
"epoch": 142,
"train_loss": 1.1021571159362793,
"val_loss": 0.9250796437263489,
"acc": 73.4,
"time": 129.29172162800023,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.0715535506606102,
"m": 1.0
},
{
"p": 0.07131604850292206,
"m": 1.0
},
{
"p": 0.07146063446998596,
"m": 1.0
},
{
"p": 0.07144170254468918,
"m": 0.7006688117980957
},
{
"p": 0.07146919518709183,
"m": 0.40087032318115234
},
{
"p": 0.07113505154848099,
"m": 0.8813700675964355
},
{
"p": 0.07146207243204117,
"m": 0.7559621930122375
},
{
"p": 0.07159289717674255,
"m": 0.7791158556938171
},
{
"p": 0.07129655033349991,
"m": 0.7911340594291687
},
{
"p": 0.07161428779363632,
"m": 0.8084914088249207
},
{
"p": 0.07131896913051605,
"m": 0.8120231628417969
},
{
"p": 0.07143380492925644,
"m": 1.0
},
{
"p": 0.07122204452753067,
"m": 1.0
},
{
"p": 0.07168321311473846,
"m": 1.0
}
]
},
{
"epoch": 143,
"train_loss": 1.217006802558899,
"val_loss": 0.8620923161506653,
"acc": 73.19,
"time": 130.88937940100004,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07125076651573181,
"m": 1.0
},
{
"p": 0.07161492109298706,
"m": 1.0
},
{
"p": 0.0714690163731575,
"m": 1.0
},
{
"p": 0.0715809017419815,
"m": 0.7562984824180603
},
{
"p": 0.07129563391208649,
"m": 0.4571371376514435
},
{
"p": 0.07120629400014877,
"m": 0.91550612449646
},
{
"p": 0.07143444567918777,
"m": 0.8599998950958252
},
{
"p": 0.0713011771440506,
"m": 0.6651239991188049
},
{
"p": 0.07155303657054901,
"m": 0.8945541381835938
},
{
"p": 0.07164527475833893,
"m": 0.8068706393241882
},
{
"p": 0.07159239053726196,
"m": 0.8280103802680969
},
{
"p": 0.07134455442428589,
"m": 1.0
},
{
"p": 0.07139421999454498,
"m": 1.0
},
{
"p": 0.07131733745336533,
"m": 1.0
}
]
},
{
"epoch": 144,
"train_loss": 1.2249799966812134,
"val_loss": 0.7619900703430176,
"acc": 73.68,
"time": 129.1155531780023,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07153400778770447,
"m": 1.0
},
{
"p": 0.0713353231549263,
"m": 1.0
},
{
"p": 0.0713801458477974,
"m": 1.0
},
{
"p": 0.07130928337574005,
"m": 0.7247122526168823
},
{
"p": 0.07144932448863983,
"m": 0.5214433073997498
},
{
"p": 0.07131049782037735,
"m": 0.9031264185905457
},
{
"p": 0.07149641215801239,
"m": 0.8129463791847229
},
{
"p": 0.07139336317777634,
"m": 0.68850177526474
},
{
"p": 0.07140166312456131,
"m": 0.8830369710922241
},
{
"p": 0.07144878059625626,
"m": 0.8963068723678589
},
{
"p": 0.07146723568439484,
"m": 0.8400879502296448
},
{
"p": 0.07137526571750641,
"m": 1.0
},
{
"p": 0.07143501192331314,
"m": 1.0
},
{
"p": 0.07166370749473572,
"m": 1.0
}
]
},
{
"epoch": 145,
"train_loss": 1.1377549171447754,
"val_loss": 0.7526066303253174,
"acc": 73.73,
"time": 125.50346473000172,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07189641892910004,
"m": 1.0
},
{
"p": 0.07141054421663284,
"m": 1.0
},
{
"p": 0.0713585689663887,
"m": 1.0
},
{
"p": 0.07116362452507019,
"m": 0.800689697265625
},
{
"p": 0.07120474427938461,
"m": 0.5144280195236206
},
{
"p": 0.07129891216754913,
"m": 0.8633304834365845
},
{
"p": 0.07134982943534851,
"m": 0.7592592835426331
},
{
"p": 0.07152317464351654,
"m": 0.6590000987052917
},
{
"p": 0.07137482613325119,
"m": 0.8530079126358032
},
{
"p": 0.07129041105508804,
"m": 0.7890575528144836
},
{
"p": 0.07154027372598648,
"m": 0.8226574659347534
},
{
"p": 0.07113710045814514,
"m": 1.0
},
{
"p": 0.07180140167474747,
"m": 1.0
},
{
"p": 0.0716501921415329,
"m": 1.0
}
]
},
{
"epoch": 146,
"train_loss": 1.2308099269866943,
"val_loss": 0.896712601184845,
"acc": 73.53,
"time": 122.76466905599955,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07140477746725082,
"m": 1.0
},
{
"p": 0.07139819860458374,
"m": 1.0
},
{
"p": 0.07138782739639282,
"m": 1.0
},
{
"p": 0.07119221985340118,
"m": 0.6700840592384338
},
{
"p": 0.07129375636577606,
"m": 0.4933381676673889
},
{
"p": 0.07157797366380692,
"m": 0.9385380148887634
},
{
"p": 0.07125555723905563,
"m": 0.7443164587020874
},
{
"p": 0.07162521779537201,
"m": 0.6298425197601318
},
{
"p": 0.07141773402690887,
"m": 0.7545984387397766
},
{
"p": 0.07127068936824799,
"m": 0.7909274101257324
},
{
"p": 0.07171662151813507,
"m": 0.8426251411437988
},
{
"p": 0.07161281257867813,
"m": 1.0
},
{
"p": 0.07164474576711655,
"m": 1.0
},
{
"p": 0.0712018683552742,
"m": 1.0
}
]
},
{
"epoch": 147,
"train_loss": 0.857651948928833,
"val_loss": 0.8324949741363525,
"acc": 73.99,
"time": 131.9136329159992,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07155913859605789,
"m": 1.0
},
{
"p": 0.07142205536365509,
"m": 1.0
},
{
"p": 0.07160375267267227,
"m": 1.0
},
{
"p": 0.07135321944952011,
"m": 0.459427148103714
},
{
"p": 0.0714714452624321,
"m": 0.5894164443016052
},
{
"p": 0.07139018177986145,
"m": 0.9038371443748474
},
{
"p": 0.07148381322622299,
"m": 0.736939013004303
},
{
"p": 0.07139243185520172,
"m": 0.6306105852127075
},
{
"p": 0.07149142771959305,
"m": 0.8597654104232788
},
{
"p": 0.07149411737918854,
"m": 0.7622678875923157
},
{
"p": 0.07138562947511673,
"m": 0.8962867856025696
},
{
"p": 0.07109839469194412,
"m": 1.0
},
{
"p": 0.07142651081085205,
"m": 1.0
},
{
"p": 0.07142789661884308,
"m": 1.0
}
]
},
{
"epoch": 148,
"train_loss": 1.213549017906189,
"val_loss": 0.8522040843963623,
"acc": 73.11,
"time": 122.66152009500001,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07162564992904663,
"m": 1.0
},
{
"p": 0.07102477550506592,
"m": 1.0
},
{
"p": 0.07153421640396118,
"m": 1.0
},
{
"p": 0.07115582376718521,
"m": 0.42944204807281494
},
{
"p": 0.07148780673742294,
"m": 0.4799278676509857
},
{
"p": 0.07109200209379196,
"m": 0.9897208213806152
},
{
"p": 0.07106320559978485,
"m": 0.7677677273750305
},
{
"p": 0.07150465250015259,
"m": 0.6354561448097229
},
{
"p": 0.07168831676244736,
"m": 0.8542606234550476
},
{
"p": 0.07176276296377182,
"m": 0.7841411232948303
},
{
"p": 0.07158342003822327,
"m": 0.8375670313835144
},
{
"p": 0.07140686362981796,
"m": 1.0
},
{
"p": 0.07142560184001923,
"m": 1.0
},
{
"p": 0.0716448500752449,
"m": 1.0
}
]
},
{
"epoch": 149,
"train_loss": 1.0972272157669067,
"val_loss": 0.8897262215614319,
"acc": 72.96,
"time": 123.35188326499701,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142727077007294,
"m": 1.0
},
{
"p": 0.0714576467871666,
"m": 1.0
},
{
"p": 0.07163278013467789,
"m": 1.0
},
{
"p": 0.07144241780042648,
"m": 0.41432538628578186
},
{
"p": 0.07144550234079361,
"m": 0.46368569135665894
},
{
"p": 0.07103322446346283,
"m": 1.0
},
{
"p": 0.07162410765886307,
"m": 0.7905889749526978
},
{
"p": 0.07129970192909241,
"m": 0.5443307757377625
},
{
"p": 0.07115508615970612,
"m": 0.9609375596046448
},
{
"p": 0.07155205309391022,
"m": 0.8445058465003967
},
{
"p": 0.07146318256855011,
"m": 0.9204801917076111
},
{
"p": 0.07143297791481018,
"m": 1.0
},
{
"p": 0.07166670262813568,
"m": 1.0
},
{
"p": 0.0713672935962677,
"m": 1.0
}
]
},
{
"epoch": 150,
"train_loss": 1.0602543354034424,
"val_loss": 0.6973738670349121,
"acc": 73.54,
"time": 122.90120316400134,
"mix_dist": 0.800000011920929,
"param": [
{
"p": 0.07142241299152374,
"m": 1.0
},
{
"p": 0.07137855142354965,
"m": 1.0
},
{
"p": 0.07141442596912384,
"m": 1.0
},
{
"p": 0.07139678299427032,
"m": 0.5557488799095154
},
{
"p": 0.07118683308362961,
"m": 0.33576667308807373
},
{
"p": 0.0713411420583725,
"m": 0.9332036375999451
},
{
"p": 0.07130053639411926,
"m": 0.6845806241035461
},
{
"p": 0.07136453688144684,
"m": 0.6055763363838196
},
{
"p": 0.07159265875816345,
"m": 0.9680142998695374
},
{
"p": 0.07135585695505142,
"m": 0.7416824102401733
},
{
"p": 0.07137414813041687,
"m": 0.8941571116447449
},
{
"p": 0.07143808901309967,
"m": 1.0
},
{
"p": 0.07173308730125427,
"m": 1.0
},
{
"p": 0.07170091569423676,
"m": 1.0
}
]
}
]
}
Reference in a new issue View git blame Copy permalink