sweeps/000003/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
0,0.19039607048034668,2026-07-18 09:16:00.903276,2026-07-18 09:19:16.691029,0 days 00:03:15.787753,0.2,dinov2_vit_small_14,0.002,0.0001,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.6011567115783691, 'val_pixel_academic_AUPRO': 0.19039607048034668, 'val_pixel_academic_AUPRO_smoothed': 0.19039607048034668, 'val_pixel_industrial_AUPRO': 0.02834073267877102, 'val_precision_efficiency_ratio': 0.14885145794905702}","{'encoder_name': 'dinov2_vit_small_14', 'bottleneck_dropout': 0.2, 'lr': 0.002, 'weight_decay': 0.0001}",COMPLETE
1,0.19039606750011445,2026-07-18 09:19:17.071744,2026-07-18 09:23:09.384540,0 days 00:03:52.312796,0.2520821886822512,dinov2_vit_small_14,0.002549069967863349,0.00036600863687463454,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.6011567115783691, 'val_pixel_academic_AUPRO': 0.19039607048034668, 'val_pixel_academic_AUPRO_smoothed': 0.19039606750011445, 'val_pixel_industrial_AUPRO': 0.02834073267877102, 'val_precision_efficiency_ratio': 0.14885146959877088}",,COMPLETE
2,0.19039606750011445,2026-07-18 09:23:09.793774,2026-07-18 09:26:59.705596,0 days 00:03:49.911822,0.2688196641231438,dinov2_vit_small_14,0.0004320501736838639,0.00016597067221946503,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.6011567115783691, 'val_pixel_academic_AUPRO': 0.19039607048034668, 'val_pixel_academic_AUPRO_smoothed': 0.19039606750011445, 'val_pixel_industrial_AUPRO': 0.02834073267877102, 'val_precision_efficiency_ratio': 0.14885146959877088}",,COMPLETE
3,0.536021602153778,2026-07-18 09:27:00.127434,2026-07-18 09:30:56.995268,0 days 00:03:56.867834,0.28432521943072653,dinov2_vit_small_14,0.00014309825571872612,0.0004154099242522768,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.6011567115783691, 'val_pixel_academic_AUPRO': 0.5398415327072144, 'val_pixel_academic_AUPRO_smoothed': 0.536021602153778, 'val_pixel_industrial_AUPRO': 0.02834073267877102, 'val_precision_efficiency_ratio': 0.14885146959877088}",,COMPLETE
4,0.19039606750011445,2026-07-18 09:30:57.385021,2026-07-18 09:34:49.422608,0 days 00:03:52.037587,0.22006498755320547,dinov2_vit_small_14,0.000919862597701924,8.680021849124405e-05,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.6011567115783691, 'val_pixel_academic_AUPRO': 0.19039607048034668, 'val_pixel_academic_AUPRO_smoothed': 0.19039606750011445, 'val_pixel_industrial_AUPRO': 0.02834073267877102, 'val_precision_efficiency_ratio': 0.14885145794905702}",,COMPLETE
5,0.19039606750011445,2026-07-18 09:34:49.857623,2026-07-18 09:38:40.109561,0 days 00:03:50.251938,0.2553335374063042,dinov2_vit_small_14,0.002084508579029936,0.00018031564928928327,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.6011567115783691, 'val_pixel_academic_AUPRO': 0.19039607048034668, 'val_pixel_academic_AUPRO_smoothed': 0.19039606750011445, 'val_pixel_industrial_AUPRO': 0.02834073267877102, 'val_precision_efficiency_ratio': 0.14885145794905702}",,COMPLETE
6,0.19039607048034668,2026-07-18 09:38:40.497817,2026-07-18 09:42:34.768594,0 days 00:03:54.270777,0.29835320566067336,dinov2_vit_small_14,0.0007460653681546797,5.00356503202072e-05,"{'val_image_AUROC': 0.9830509424209595, 'val_pixel_AUROC': 0.6019198298454285, 'val_pixel_academic_AUPRO': 0.19039607048034668, 'val_pixel_academic_AUPRO_smoothed': 0.19039607048034668, 'val_pixel_industrial_AUPRO': 0.02834073267877102, 'val_precision_efficiency_ratio': 0.14885145794905702}",,COMPLETE
7,0.5469721754391988,2026-07-18 09:42:35.159556,2026-07-18 09:46:36.308248,0 days 00:04:01.148692,0.2376098971936121,dinov2_vit_small_14,7.736226194570702e-05,0.00011234316887663538,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.6011567115783691, 'val_pixel_academic_AUPRO': 0.585988461971283, 'val_pixel_academic_AUPRO_smoothed': 0.5469721754391988, 'val_pixel_industrial_AUPRO': 0.02834073267877102, 'val_precision_efficiency_ratio': 0.14885145794905702}",,COMPLETE
8,0.5143810907999674,2026-07-18 09:46:36.691861,2026-07-18 09:50:33.600708,0 days 00:03:56.908847,0.21242933076775986,dinov2_vit_small_14,0.0004490717961753799,5.977815895654705e-05,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.6011567115783691, 'val_pixel_academic_AUPRO': 0.5143811106681824, 'val_pixel_academic_AUPRO_smoothed': 0.5143810907999674, 'val_pixel_industrial_AUPRO': 0.02834073267877102, 'val_precision_efficiency_ratio': 0.14885146959877088}",,COMPLETE
9,0.5303900837898254,2026-07-18 09:50:33.966719,2026-07-18 09:55:00.640390,0 days 00:04:26.673671,0.3825663338931406,dinov2_vit_small_14,0.00010254619928433775,6.148819211804557e-05,"{'val_image_AUROC': 0.334140419960022, 'val_pixel_AUROC': 0.44919654726982117, 'val_pixel_academic_AUPRO': 0.5525902509689331, 'val_pixel_academic_AUPRO_smoothed': 0.5303900837898254, 'val_pixel_industrial_AUPRO': 4.251958307577297e-05, 'val_precision_efficiency_ratio': 0.00171101155149717}",,COMPLETE
10,0.5131476124127706,2026-07-18 09:55:01.031787,2026-07-18 09:59:06.945393,0 days 00:04:05.913606,0.33805903616408256,dinov2_vit_small_14,6.822894016555788e-05,0.00023900707392707565,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.7684493660926819, 'val_pixel_academic_AUPRO': 0.54951012134552, 'val_pixel_academic_AUPRO_smoothed': 0.5131476124127706, 'val_pixel_industrial_AUPRO': 0.06672565639019012, 'val_precision_efficiency_ratio': 0.154071163331674}",,COMPLETE
11,0.5455525994300843,2026-07-18 09:59:07.318119,2026-07-18 10:03:37.315704,0 days 00:04:29.997585,0.30053874003057907,dinov2_vit_small_14,0.00015665588833700707,0.0004452327045103303,"{'val_image_AUROC': 0.851089596748352, 'val_pixel_AUROC': 0.40225303173065186, 'val_pixel_academic_AUPRO': 0.5590000748634338, 'val_pixel_academic_AUPRO_smoothed': 0.5455525994300843, 'val_pixel_industrial_AUPRO': 8.784821693552658e-05, 'val_precision_efficiency_ratio': 0.0052600749570528415}",,COMPLETE
12,0.5180749595165253,2026-07-18 10:03:37.697982,2026-07-18 10:07:35.142936,0 days 00:03:57.444954,0.32629171657661094,dinov2_vit_small_14,0.0002112488597972427,0.0002725647579653578,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.6011567115783691, 'val_pixel_academic_AUPRO': 0.5190181732177734, 'val_pixel_academic_AUPRO_smoothed': 0.5180749595165253, 'val_pixel_industrial_AUPRO': 0.02834073267877102, 'val_precision_efficiency_ratio': 0.14885146959877088}",,COMPLETE
13,0.54631507396698,2026-07-18 10:07:35.567683,2026-07-18 10:11:36.451044,0 days 00:04:00.883361,0.3136588066336984,dinov2_vit_small_14,6.117425713324236e-05,0.00013027412559702203,"{'val_image_AUROC': 0.952784538269043, 'val_pixel_AUROC': 0.8023234605789185, 'val_pixel_academic_AUPRO': 0.54631507396698, 'val_pixel_academic_AUPRO_smoothed': 0.54631507396698, 'val_pixel_industrial_AUPRO': 0.12909777462482452, 'val_precision_efficiency_ratio': 0.25282757225554303}",,COMPLETE
14,0.5470614830652872,2026-07-18 10:11:36.938770,2026-07-18 10:15:42.135608,0 days 00:04:05.196838,0.39451985460618433,dinov2_vit_small_14,6.556450718989368e-05,0.00011179990407651263,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.6011567115783691, 'val_pixel_academic_AUPRO': 0.5764985680580139, 'val_pixel_academic_AUPRO_smoothed': 0.5470614830652872, 'val_pixel_industrial_AUPRO': 0.02834073267877102, 'val_precision_efficiency_ratio': 0.14885146959877088}",,COMPLETE
15,0.5311616460482279,2026-07-18 10:15:42.533712,2026-07-18 10:19:46.691952,0 days 00:04:04.158240,0.39397766131521855,dinov2_vit_small_14,9.748522223746329e-05,0.00012645198536881286,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.6011567115783691, 'val_pixel_academic_AUPRO': 0.563986599445343, 'val_pixel_academic_AUPRO_smoothed': 0.5311616460482279, 'val_pixel_industrial_AUPRO': 0.02834073267877102, 'val_precision_efficiency_ratio': 0.14885146959877088}",,COMPLETE
16,0.5206990122795105,2026-07-18 10:19:47.021731,2026-07-18 10:23:46.691119,0 days 00:03:59.669388,0.35854133404863786,dinov2_vit_small_14,0.00021963249596163042,8.922312049817014e-05,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.6011567115783691, 'val_pixel_academic_AUPRO': 0.5206990242004395, 'val_pixel_academic_AUPRO_smoothed': 0.5206990122795105, 'val_pixel_industrial_AUPRO': 0.02834073267877102, 'val_precision_efficiency_ratio': 0.14885145794905702}",,COMPLETE
17,0.5309216380119324,2026-07-18 10:23:47.092259,2026-07-18 10:27:47.222841,0 days 00:04:00.130582,0.36778408034400734,dinov2_vit_small_14,9.420023582154667e-05,0.00011474926883355592,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.6011567115783691, 'val_pixel_academic_AUPRO': 0.5309216380119324, 'val_pixel_academic_AUPRO_smoothed': 0.5309216380119324, 'val_pixel_industrial_AUPRO': 0.02834073267877102, 'val_precision_efficiency_ratio': 0.14885145794905702}",,COMPLETE
18,0.5001568794250488,2026-07-18 10:27:47.585202,2026-07-18 10:31:48.646233,0 days 00:04:01.061031,0.34922511099299264,dinov2_vit_small_14,6.068810764428468e-05,0.00016711276776009733,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.6011567115783691, 'val_pixel_academic_AUPRO': 0.5034006834030151, 'val_pixel_academic_AUPRO_smoothed': 0.5001568794250488, 'val_pixel_industrial_AUPRO': 0.02834073267877102, 'val_precision_efficiency_ratio': 0.14885145794905702}",,COMPLETE
19,0.19039607048034668,2026-07-18 10:31:49.007901,2026-07-18 10:35:40.807205,0 days 00:03:51.799304,0.23709178397503541,dinov2_vit_small_14,0.0003009289760950586,7.282542924722451e-05,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.6011567115783691, 'val_pixel_academic_AUPRO': 0.19039607048034668, 'val_pixel_academic_AUPRO_smoothed': 0.19039607048034668, 'val_pixel_industrial_AUPRO': 0.02834073267877102, 'val_precision_efficiency_ratio': 0.14885146959877088}",,COMPLETE