sweeps/000006/Dinomaly/optuna_trials.csv

number,value,datetime_start,datetime_complete,duration,params_bottleneck_dropout,params_encoder_name,params_lr,params_weight_decay,user_attrs_metrics,system_attrs_fixed_params,state
0,0.2816409766674042,2026-07-20 19:41:28.482864,2026-07-20 19:46:44.398484,0 days 00:05:15.915620,0.2,dinov2_vit_small_14,0.002,0.0001,"{'val_image_AUROC': 0.0, 'val_pixel_AUROC': 0.7438095808029175, 'val_pixel_academic_AUPRO': 0.2816409766674042, 'val_pixel_academic_AUPRO_smoothed': 0.2816409766674042, 'val_pixel_industrial_AUPRO': 0.042512524873018265, 'val_precision_efficiency_ratio': 0.15094582427101272}","{'encoder_name': 'dinov2_vit_small_14', 'bottleneck_dropout': 0.2, 'lr': 0.002, 'weight_decay': 0.0001}",COMPLETE
1,0.2816409766674042,2026-07-20 19:46:44.862102,2026-07-20 19:51:56.901843,0 days 00:05:12.039741,0.3289721896332073,dinov2_vit_small_14,0.0011891399509372104,0.00011422481363117138,"{'val_image_AUROC': 0.0, 'val_pixel_AUROC': 0.7438095808029175, 'val_pixel_academic_AUPRO': 0.2816409766674042, 'val_pixel_academic_AUPRO_smoothed': 0.2816409766674042, 'val_pixel_industrial_AUPRO': 0.042512524873018265, 'val_precision_efficiency_ratio': 0.15094582427101272}",,COMPLETE
2,0.2816409766674042,2026-07-20 19:51:57.265223,2026-07-20 19:57:08.897199,0 days 00:05:11.631976,0.21768766045688404,dinov2_vit_small_14,0.00028943242619025974,8.71728997003618e-05,"{'val_image_AUROC': 0.0, 'val_pixel_AUROC': 0.7438095808029175, 'val_pixel_academic_AUPRO': 0.2816409766674042, 'val_pixel_academic_AUPRO_smoothed': 0.2816409766674042, 'val_pixel_industrial_AUPRO': 0.042512524873018265, 'val_precision_efficiency_ratio': 0.15094582427101272}",,COMPLETE
3,0.6688108444213867,2026-07-20 19:57:09.333563,2026-07-20 20:02:22.127245,0 days 00:05:12.793682,0.37482431356141044,dinov2_vit_small_14,0.0002822088572845987,0.00010272806558018647,"{'val_image_AUROC': 0.0, 'val_pixel_AUROC': 0.7438095808029175, 'val_pixel_academic_AUPRO': 0.6825569272041321, 'val_pixel_academic_AUPRO_smoothed': 0.6688108444213867, 'val_pixel_industrial_AUPRO': 0.042512524873018265, 'val_precision_efficiency_ratio': 0.15094580829842175}",,COMPLETE
4,0.2816409766674042,2026-07-20 20:02:22.598095,2026-07-20 20:07:33.330089,0 days 00:05:10.731994,0.22707208317051927,dinov2_vit_small_14,0.0005268249479711466,5.558429115556414e-05,"{'val_image_AUROC': 0.0, 'val_pixel_AUROC': 0.7438095808029175, 'val_pixel_academic_AUPRO': 0.2816409766674042, 'val_pixel_academic_AUPRO_smoothed': 0.2816409766674042, 'val_pixel_industrial_AUPRO': 0.042512524873018265, 'val_precision_efficiency_ratio': 0.15094582427101272}",,COMPLETE
5,0.6904622316360474,2026-07-20 20:07:33.675745,2026-07-20 20:12:49.606308,0 days 00:05:15.930563,0.27013135671221944,dinov2_vit_small_14,0.00010551633072428106,0.00011524548523801898,"{'val_image_AUROC': 0.07142859697341919, 'val_pixel_AUROC': 0.36317330598831177, 'val_pixel_academic_AUPRO': 0.7023029327392578, 'val_pixel_academic_AUPRO_smoothed': 0.6904622316360474, 'val_pixel_industrial_AUPRO': 0.029888231307268143, 'val_precision_efficiency_ratio': 0.16965112651889785}",,COMPLETE
6,0.6884037852287292,2026-07-20 20:12:49.962555,2026-07-20 20:18:05.859030,0 days 00:05:15.896475,0.20829668128389578,dinov2_vit_small_14,0.0001114424855175217,8.651524618358293e-05,"{'val_image_AUROC': 0.0, 'val_pixel_AUROC': 0.7438095808029175, 'val_pixel_academic_AUPRO': 0.6966724991798401, 'val_pixel_academic_AUPRO_smoothed': 0.6884037852287292, 'val_pixel_industrial_AUPRO': 0.042512524873018265, 'val_precision_efficiency_ratio': 0.15094582427101272}",,COMPLETE
7,0.2816409766674042,2026-07-20 20:18:06.231437,2026-07-20 20:23:14.006999,0 days 00:05:07.775562,0.23132196544214415,dinov2_vit_small_14,0.0008407818964975918,6.902831425243396e-05,"{'val_image_AUROC': 0.0, 'val_pixel_AUROC': 0.7438095808029175, 'val_pixel_academic_AUPRO': 0.2816409766674042, 'val_pixel_academic_AUPRO_smoothed': 0.2816409766674042, 'val_pixel_industrial_AUPRO': 0.042512524873018265, 'val_precision_efficiency_ratio': 0.15094582427101272}",,COMPLETE
8,0.2816409766674042,2026-07-20 20:23:14.359031,2026-07-20 20:28:25.594546,0 days 00:05:11.235515,0.2874047652032002,dinov2_vit_small_14,0.0006123594800679077,5.1819633172729206e-05,"{'val_image_AUROC': 0.0, 'val_pixel_AUROC': 0.7438095808029175, 'val_pixel_academic_AUPRO': 0.2816409766674042, 'val_pixel_academic_AUPRO_smoothed': 0.2816409766674042, 'val_pixel_industrial_AUPRO': 0.042512524873018265, 'val_precision_efficiency_ratio': 0.15094582427101272}",,COMPLETE
9,0.2816409766674042,2026-07-20 20:28:25.956077,2026-07-20 20:33:34.791673,0 days 00:05:08.835596,0.24717405095288722,dinov2_vit_small_14,0.0014049382140301034,0.0003395114523308098,"{'val_image_AUROC': 0.0, 'val_pixel_AUROC': 0.7438095808029175, 'val_pixel_academic_AUPRO': 0.2816409766674042, 'val_pixel_academic_AUPRO_smoothed': 0.2816409766674042, 'val_pixel_industrial_AUPRO': 0.042512524873018265, 'val_precision_efficiency_ratio': 0.15094582427101272}",,COMPLETE
10,0.6545260548591614,2026-07-20 20:33:35.167291,2026-07-20 20:38:48.825465,0 days 00:05:13.658174,0.3929559273947002,dinov2_vit_small_14,0.00010019698564692649,0.00020480560003152863,"{'val_image_AUROC': 0.0, 'val_pixel_AUROC': 0.7438095808029175, 'val_pixel_academic_AUPRO': 0.6734473705291748, 'val_pixel_academic_AUPRO_smoothed': 0.6545260548591614, 'val_pixel_industrial_AUPRO': 0.042512524873018265, 'val_precision_efficiency_ratio': 0.15094582427101272}",,COMPLETE
11,0.6793730556964874,2026-07-20 20:38:49.252713,2026-07-20 20:44:02.631697,0 days 00:05:13.378984,0.2807156467351326,dinov2_vit_small_14,6.506975500012692e-05,0.0001636905825144748,"{'val_image_AUROC': 0.0, 'val_pixel_AUROC': 0.7438095808029175, 'val_pixel_academic_AUPRO': 0.6888007521629333, 'val_pixel_academic_AUPRO_smoothed': 0.6793730556964874, 'val_pixel_industrial_AUPRO': 0.042512524873018265, 'val_precision_efficiency_ratio': 0.15094582427101272}",,COMPLETE
12,0.6790744066238403,2026-07-20 20:44:02.975359,2026-07-20 20:49:19.033602,0 days 00:05:16.058243,0.27202904412847173,dinov2_vit_small_14,0.00013849194654522675,0.00015481884433075866,"{'val_image_AUROC': 0.0, 'val_pixel_AUROC': 0.7438095808029175, 'val_pixel_academic_AUPRO': 0.6926161646842957, 'val_pixel_academic_AUPRO_smoothed': 0.6790744066238403, 'val_pixel_industrial_AUPRO': 0.042512524873018265, 'val_precision_efficiency_ratio': 0.15094582427101272}",,COMPLETE
13,0.6726921796798706,2026-07-20 20:49:19.396347,2026-07-20 20:54:33.154306,0 days 00:05:13.757959,0.257704316828111,dinov2_vit_small_14,0.00016281260601006917,0.00027291291346072144,"{'val_image_AUROC': 0.0, 'val_pixel_AUROC': 0.7438095808029175, 'val_pixel_academic_AUPRO': 0.6726921796798706, 'val_pixel_academic_AUPRO_smoothed': 0.6726921796798706, 'val_pixel_industrial_AUPRO': 0.042512524873018265, 'val_precision_efficiency_ratio': 0.15094582427101272}",,COMPLETE
14,0.6537050604820251,2026-07-20 20:54:33.522566,2026-07-20 20:59:47.796730,0 days 00:05:14.274164,0.30722474577376935,dinov2_vit_small_14,6.458620050269983e-05,0.0001459517827925029,"{'val_image_AUROC': 0.4151785671710968, 'val_pixel_AUROC': 0.5942534804344177, 'val_pixel_academic_AUPRO': 0.663467526435852, 'val_pixel_academic_AUPRO_smoothed': 0.6537050604820251, 'val_pixel_industrial_AUPRO': 0.011306424625217915, 'val_precision_efficiency_ratio': 0.11489313243070193}",,COMPLETE
15,0.6727681756019592,2026-07-20 20:59:48.133543,2026-07-20 21:04:39.483785,0 days 00:04:51.350242,0.33949824633790004,dinov2_vit_small_14,0.00022609976401271275,7.047936131884865e-05,"{'val_image_AUROC': 0.0, 'val_pixel_AUROC': 0.7438095808029175, 'val_pixel_academic_AUPRO': 0.6897352933883667, 'val_pixel_academic_AUPRO_smoothed': 0.6727681756019592, 'val_pixel_industrial_AUPRO': 0.042512524873018265, 'val_precision_efficiency_ratio': 0.15094582427101272}",,COMPLETE
16,0.6625543832778931,2026-07-20 21:04:39.801952,2026-07-20 21:09:55.728175,0 days 00:05:15.926223,0.20377338639899994,dinov2_vit_small_14,0.00010660425905075091,0.00022701717683289876,"{'val_image_AUROC': 0.0, 'val_pixel_AUROC': 0.5040717124938965, 'val_pixel_academic_AUPRO': 0.7077771425247192, 'val_pixel_academic_AUPRO_smoothed': 0.6625543832778931, 'val_pixel_industrial_AUPRO': 0.026901476085186005, 'val_precision_efficiency_ratio': 0.2548276851601305}",,COMPLETE
17,0.6844316919644674,2026-07-20 21:09:56.128406,2026-07-20 21:15:10.731390,0 days 00:05:14.602984,0.2475482904745773,dinov2_vit_small_14,0.00019531587958806205,7.457225292306929e-05,"{'val_image_AUROC': 0.0, 'val_pixel_AUROC': 0.7438095808029175, 'val_pixel_academic_AUPRO': 0.7194711565971375, 'val_pixel_academic_AUPRO_smoothed': 0.6844316919644674, 'val_pixel_industrial_AUPRO': 0.042512524873018265, 'val_precision_efficiency_ratio': 0.15094582427101272}",,COMPLETE
18,0.6569156646728516,2026-07-20 21:15:11.092914,2026-07-20 21:20:30.082000,0 days 00:05:18.989086,0.30489153586242135,dinov2_vit_small_14,9.674587916785226e-05,0.00046591565768679176,"{'val_image_AUROC': 0.0, 'val_pixel_AUROC': 0.7438095808029175, 'val_pixel_academic_AUPRO': 0.6569156646728516, 'val_pixel_academic_AUPRO_smoothed': 0.6569156646728516, 'val_pixel_industrial_AUPRO': 0.042512524873018265, 'val_precision_efficiency_ratio': 0.15094582427101272}",,COMPLETE
19,0.2816409766674042,2026-07-20 21:20:30.553981,2026-07-20 21:25:42.027075,0 days 00:05:11.473094,0.338904256283584,dinov2_vit_small_14,0.0003989828129692562,0.00013085073136885633,"{'val_image_AUROC': 0.0, 'val_pixel_AUROC': 0.7438095808029175, 'val_pixel_academic_AUPRO': 0.2816409766674042, 'val_pixel_academic_AUPRO_smoothed': 0.2816409766674042, 'val_pixel_industrial_AUPRO': 0.042512524873018265, 'val_precision_efficiency_ratio': 0.15094582427101272}",,COMPLETE