sweeps/000001/EfficientAD/optuna_trials.csv

number,value,datetime_start,datetime_complete,duration,params_lr,params_model_size,params_weight_decay,user_attrs_metrics,system_attrs_fixed_params,state
0,0.3923311233520508,2026-07-17 01:14:39.572364,2026-07-17 01:31:51.973868,0 days 00:17:12.401504,0.0001,small,1e-05,"{'val_image_AUROC': 0.9125683307647705, 'val_pixel_AUROC': 0.7533298134803772, 'val_pixel_academic_AUPRO': 0.48017096519470215, 'val_pixel_academic_AUPRO_smoothed': 0.3923311233520508, 'val_pixel_industrial_AUPRO': 0.05362170189619064, 'val_precision_efficiency_ratio': 0.19323019357646226}","{'model_size': 'small', 'lr': 0.0001, 'weight_decay': 1e-05}",COMPLETE
1,0.36273924708366395,2026-07-17 01:31:52.320632,2026-07-17 01:45:32.592907,0 days 00:13:40.272275,4.1512233575212494e-05,small,9.956212869150325e-06,"{'val_image_AUROC': 0.8925318717956543, 'val_pixel_AUROC': 0.7609606385231018, 'val_pixel_academic_AUPRO': 0.433515727519989, 'val_pixel_academic_AUPRO_smoothed': 0.36273924708366395, 'val_pixel_industrial_AUPRO': 0.07592644542455673, 'val_precision_efficiency_ratio': 0.21748820113957124}",,COMPLETE
2,0.3780802130699158,2026-07-17 01:45:32.883058,2026-07-17 01:58:36.539725,0 days 00:13:03.656667,2.8814750283242743e-05,small,1.651047891072111e-05,"{'val_image_AUROC': 0.8961749076843262, 'val_pixel_AUROC': 0.7396350502967834, 'val_pixel_academic_AUPRO': 0.40015909075737, 'val_pixel_academic_AUPRO_smoothed': 0.3780802130699158, 'val_pixel_industrial_AUPRO': 0.05850788205862045, 'val_precision_efficiency_ratio': 0.18697399838797682}",,COMPLETE
3,0.4418230950832367,2026-07-17 01:58:36.892612,2026-07-17 02:11:02.286173,0 days 00:12:25.393561,3.9743052403980415e-05,small,5.386598148512389e-06,"{'val_image_AUROC': 0.8998178243637085, 'val_pixel_AUROC': 0.7423371076583862, 'val_pixel_academic_AUPRO': 0.4760582447052002, 'val_pixel_academic_AUPRO_smoothed': 0.4418230950832367, 'val_pixel_industrial_AUPRO': 0.06473773717880249, 'val_precision_efficiency_ratio': 0.1927603865788869}",,COMPLETE
4,0.4197632968425751,2026-07-17 02:11:02.628765,2026-07-17 02:23:25.982980,0 days 00:12:23.354215,0.00012360165595952,small,1.8536064218505954e-05,"{'val_image_AUROC': 0.9162112474441528, 'val_pixel_AUROC': 0.7661795020103455, 'val_pixel_academic_AUPRO': 0.4197632968425751, 'val_pixel_academic_AUPRO_smoothed': 0.4197632968425751, 'val_pixel_industrial_AUPRO': 0.05364394560456276, 'val_precision_efficiency_ratio': 0.15535722608459238}",,COMPLETE
5,0.35985974669456483,2026-07-17 02:23:26.320851,2026-07-17 02:44:53.804165,0 days 00:21:27.483314,0.0002029292941503936,medium,4.1956591927127454e-05,"{'val_image_AUROC': 0.9307832717895508, 'val_pixel_AUROC': 0.77506023645401, 'val_pixel_academic_AUPRO': 0.38718530535697937, 'val_pixel_academic_AUPRO_smoothed': 0.35985974669456483, 'val_pixel_industrial_AUPRO': 0.04779158905148506, 'val_precision_efficiency_ratio': 0.15955331439199846}",,COMPLETE
6,0.4102528512477875,2026-07-17 02:44:54.135350,2026-07-17 03:06:27.246870,0 days 00:21:33.111520,0.00017653112163355512,medium,4.454843035079744e-05,"{'val_image_AUROC': 0.9344261884689331, 'val_pixel_AUROC': 0.7856592535972595, 'val_pixel_academic_AUPRO': 0.4887385964393616, 'val_pixel_academic_AUPRO_smoothed': 0.4102528512477875, 'val_pixel_industrial_AUPRO': 0.05293573811650276, 'val_precision_efficiency_ratio': 0.1610243588705704}",,COMPLETE
7,0.3538503348827362,2026-07-17 03:06:27.580300,2026-07-17 03:27:44.396504,0 days 00:21:16.816204,0.0003298161397964727,medium,3.8930900171876765e-05,"{'val_image_AUROC': 0.9927140474319458, 'val_pixel_AUROC': 0.7625538110733032, 'val_pixel_academic_AUPRO': 0.4157019853591919, 'val_pixel_academic_AUPRO_smoothed': 0.3538503348827362, 'val_pixel_industrial_AUPRO': 0.06038569658994675, 'val_precision_efficiency_ratio': 0.19487590005449426}",,COMPLETE
8,0.3537453770637512,2026-07-17 03:27:44.735620,2026-07-17 03:49:49.052538,0 days 00:22:04.316918,6.212715999054904e-05,medium,3.058802970529027e-05,"{'val_image_AUROC': 0.9307832717895508, 'val_pixel_AUROC': 0.7647051811218262, 'val_pixel_academic_AUPRO': 0.38958683609962463, 'val_pixel_academic_AUPRO_smoothed': 0.3537453770637512, 'val_pixel_industrial_AUPRO': 0.06310860812664032, 'val_precision_efficiency_ratio': 0.20833974482587633}",,COMPLETE
9,0.3740780591964722,2026-07-17 03:49:49.381484,2026-07-17 04:12:36.441835,0 days 00:22:47.060351,2.4208353352259954e-05,medium,8.456662090325057e-06,"{'val_image_AUROC': 0.9089252948760986, 'val_pixel_AUROC': 0.7803841233253479, 'val_pixel_academic_AUPRO': 0.41380470991134644, 'val_pixel_academic_AUPRO_smoothed': 0.3740780591964722, 'val_pixel_industrial_AUPRO': 0.07549750804901123, 'val_precision_efficiency_ratio': 0.20028243625063427}",,COMPLETE
10,0.41296687722206116,2026-07-17 04:12:36.779416,2026-07-17 04:25:12.201025,0 days 00:12:35.421609,1.2552817182242445e-05,small,5.05456730566113e-06,"{'val_image_AUROC': 0.8998178839683533, 'val_pixel_AUROC': 0.7296801209449768, 'val_pixel_academic_AUPRO': 0.4444228410720825, 'val_pixel_academic_AUPRO_smoothed': 0.41296687722206116, 'val_pixel_industrial_AUPRO': 0.07617827504873276, 'val_precision_efficiency_ratio': 0.23040684117882057}",,COMPLETE
11,0.38747226595878603,2026-07-17 04:25:12.547721,2026-07-17 04:37:36.839448,0 days 00:12:24.291727,9.73686774355956e-05,small,1.8823246530757515e-05,"{'val_image_AUROC': 0.8961749076843262, 'val_pixel_AUROC': 0.7573001384735107, 'val_pixel_academic_AUPRO': 0.4007149040699005, 'val_pixel_academic_AUPRO_smoothed': 0.38747226595878603, 'val_pixel_industrial_AUPRO': 0.05647752061486244, 'val_precision_efficiency_ratio': 0.17482768817925964}",,COMPLETE
12,0.3812409281730652,2026-07-17 04:37:37.291280,2026-07-17 04:49:56.720079,0 days 00:12:19.428799,0.0004978202029886427,small,5.448667159905809e-06,"{'val_image_AUROC': 0.8506374955177307, 'val_pixel_AUROC': 0.7355692386627197, 'val_pixel_academic_AUPRO': 0.41222524642944336, 'val_pixel_academic_AUPRO_smoothed': 0.3812409281730652, 'val_pixel_industrial_AUPRO': 0.05315287038683891, 'val_precision_efficiency_ratio': 0.15504805581650247}",,COMPLETE
13,0.4275495707988739,2026-07-17 04:49:57.050218,2026-07-17 05:02:24.583318,0 days 00:12:27.533100,1.104969621568741e-05,small,2.0345831465023344e-05,"{'val_image_AUROC': 0.9089252948760986, 'val_pixel_AUROC': 0.7461236715316772, 'val_pixel_academic_AUPRO': 0.43249914050102234, 'val_pixel_academic_AUPRO_smoothed': 0.4275495707988739, 'val_pixel_industrial_AUPRO': 0.08915864676237106, 'val_precision_efficiency_ratio': 0.24621602456705569}",,COMPLETE
14,0.46458107233047485,2026-07-17 05:02:24.871727,2026-07-17 05:14:50.819753,0 days 00:12:25.948026,1.1159277925361457e-05,small,1.3858558484053735e-05,"{'val_image_AUROC': 0.9125683307647705, 'val_pixel_AUROC': 0.731857419013977, 'val_pixel_academic_AUPRO': 0.46458107233047485, 'val_pixel_academic_AUPRO_smoothed': 0.46458107233047485, 'val_pixel_industrial_AUPRO': 0.05677404627203941, 'val_precision_efficiency_ratio': 0.17634518427869825}",,COMPLETE
15,0.3942013204097748,2026-07-17 05:14:51.159300,2026-07-17 05:27:17.856338,0 days 00:12:26.697038,1.9723270179467934e-05,small,7.211174772460209e-06,"{'val_image_AUROC': 0.8925318717956543, 'val_pixel_AUROC': 0.7399564981460571, 'val_pixel_academic_AUPRO': 0.40809324383735657, 'val_pixel_academic_AUPRO_smoothed': 0.3942013204097748, 'val_pixel_industrial_AUPRO': 0.057736653834581375, 'val_precision_efficiency_ratio': 0.18123083218800434}",,COMPLETE
16,0.41359866261482237,2026-07-17 05:27:18.193925,2026-07-17 05:39:44.094224,0 days 00:12:25.900299,4.893564096295902e-05,small,1.274198975732098e-05,"{'val_image_AUROC': 0.8979964256286621, 'val_pixel_AUROC': 0.7509764432907104, 'val_pixel_academic_AUPRO': 0.4451642334461212, 'val_pixel_academic_AUPRO_smoothed': 0.41359866261482237, 'val_pixel_industrial_AUPRO': 0.0561518594622612, 'val_precision_efficiency_ratio': 0.15825260042771977}",,COMPLETE
17,0.43543514609336853,2026-07-17 05:39:44.401505,2026-07-17 05:52:17.061455,0 days 00:12:32.659950,1.630578766786012e-05,small,2.487533188408564e-05,"{'val_image_AUROC': 0.8925318717956543, 'val_pixel_AUROC': 0.7454701662063599, 'val_pixel_academic_AUPRO': 0.4428173899650574, 'val_pixel_academic_AUPRO_smoothed': 0.43543514609336853, 'val_pixel_industrial_AUPRO': 0.07408823072910309, 'val_precision_efficiency_ratio': 0.22654554716561595}",,COMPLETE
18,0.4210721254348755,2026-07-17 05:52:17.424048,2026-07-17 06:04:59.402409,0 days 00:12:41.978361,3.185144555156557e-05,small,1.297475798590215e-05,"{'val_image_AUROC': 0.9016393423080444, 'val_pixel_AUROC': 0.747639536857605, 'val_pixel_academic_AUPRO': 0.4476536214351654, 'val_pixel_academic_AUPRO_smoothed': 0.4210721254348755, 'val_pixel_industrial_AUPRO': 0.0766768828034401, 'val_precision_efficiency_ratio': 0.23254686821547918}",,COMPLETE
19,0.40326082706451416,2026-07-17 06:04:59.744084,2026-07-17 06:17:44.790824,0 days 00:12:45.046740,6.514312245059557e-05,small,1.3630217258398275e-05,"{'val_image_AUROC': 0.9052823185920715, 'val_pixel_AUROC': 0.7678979635238647, 'val_pixel_academic_AUPRO': 0.4087944030761719, 'val_pixel_academic_AUPRO_smoothed': 0.40326082706451416, 'val_pixel_industrial_AUPRO': 0.0671568438410759, 'val_precision_efficiency_ratio': 0.18334832344899699}",,COMPLETE