sweeps/000005/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
0,0.14965584129095078,2026-07-18 10:35:44.809778,2026-07-18 10:39:13.143005,0 days 00:03:28.333227,0.2,dinov2_vit_small_14,0.002,0.0001,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.49601906538009644, 'val_pixel_academic_AUPRO': 0.14965584874153137, 'val_pixel_academic_AUPRO_smoothed': 0.14965584129095078, 'val_pixel_industrial_AUPRO': 0.013422677293419838, 'val_precision_efficiency_ratio': 0.0896903044069574}","{'encoder_name': 'dinov2_vit_small_14', 'bottleneck_dropout': 0.2, 'lr': 0.002, 'weight_decay': 0.0001}",COMPLETE
1,0.3807052969932556,2026-07-18 10:39:13.493211,2026-07-18 10:42:46.685477,0 days 00:03:33.192266,0.3355974519329594,dinov2_vit_small_14,0.0007377003899469846,8.996508235312261e-05,"{'val_image_AUROC': 0.7212499976158142, 'val_pixel_AUROC': 0.7138379812240601, 'val_pixel_academic_AUPRO': 0.3807052969932556, 'val_pixel_academic_AUPRO_smoothed': 0.3807052969932556, 'val_pixel_industrial_AUPRO': 0.014861579053103924, 'val_precision_efficiency_ratio': 0.039047665801232166}",,COMPLETE
2,0.14965583384037018,2026-07-18 10:42:47.145975,2026-07-18 10:46:14.746500,0 days 00:03:27.600525,0.2467756174135616,dinov2_vit_small_14,0.0010585794058304164,0.00017647316956063465,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.49601906538009644, 'val_pixel_academic_AUPRO': 0.14965583384037018, 'val_pixel_academic_AUPRO_smoothed': 0.14965583384037018, 'val_pixel_industrial_AUPRO': 0.013422677293419838, 'val_precision_efficiency_ratio': 0.0896903044069574}",,COMPLETE
3,0.1496558368206024,2026-07-18 10:46:15.096121,2026-07-18 10:49:43.124099,0 days 00:03:28.027978,0.374011599580449,dinov2_vit_small_14,0.0016538164348951095,0.0002392304350673785,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.49601906538009644, 'val_pixel_academic_AUPRO': 0.14965584874153137, 'val_pixel_academic_AUPRO_smoothed': 0.1496558368206024, 'val_pixel_industrial_AUPRO': 0.013422677293419838, 'val_precision_efficiency_ratio': 0.0896903044069574}",,COMPLETE
4,0.14965583384037018,2026-07-18 10:49:43.486869,2026-07-18 10:53:11.859756,0 days 00:03:28.372887,0.27067387427248024,dinov2_vit_small_14,0.002325307178415375,0.0002545020186130887,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.49601906538009644, 'val_pixel_academic_AUPRO': 0.14965583384037018, 'val_pixel_academic_AUPRO_smoothed': 0.14965583384037018, 'val_pixel_industrial_AUPRO': 0.013422677293419838, 'val_precision_efficiency_ratio': 0.08969029547653674}",,COMPLETE
5,0.1496558368206024,2026-07-18 10:53:12.221169,2026-07-18 10:56:19.280059,0 days 00:03:07.058890,0.2263403597138668,dinov2_vit_small_14,0.0009687103418995235,8.6231969163151e-05,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.49601906538009644, 'val_pixel_academic_AUPRO': 0.14965584874153137, 'val_pixel_academic_AUPRO_smoothed': 0.1496558368206024, 'val_pixel_industrial_AUPRO': 0.013422677293419838, 'val_precision_efficiency_ratio': 0.0896903044069574}",,COMPLETE
6,0.4675387144088745,2026-07-18 10:56:19.598218,2026-07-18 10:59:32.080000,0 days 00:03:12.481782,0.23380218045328052,dinov2_vit_small_14,0.0002683895786966393,0.0003027040250078383,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.49601906538009644, 'val_pixel_academic_AUPRO': 0.4675387144088745, 'val_pixel_academic_AUPRO_smoothed': 0.4675387144088745, 'val_pixel_industrial_AUPRO': 0.013422677293419838, 'val_precision_efficiency_ratio': 0.0896903044069574}",,COMPLETE
7,0.4349079728126526,2026-07-18 10:59:32.448232,2026-07-18 11:03:04.815089,0 days 00:03:32.366857,0.24278566939764287,dinov2_vit_small_14,0.00018188497243574743,5.654201648940098e-05,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.49601906538009644, 'val_pixel_academic_AUPRO': 0.43724802136421204, 'val_pixel_academic_AUPRO_smoothed': 0.4349079728126526, 'val_pixel_industrial_AUPRO': 0.013422677293419838, 'val_precision_efficiency_ratio': 0.0896903044069574}",,COMPLETE
8,0.14965583980083466,2026-07-18 11:03:05.147641,2026-07-18 11:06:31.544468,0 days 00:03:26.396827,0.2595738469481188,dinov2_vit_small_14,0.002563329494229886,9.551250538965527e-05,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.49601906538009644, 'val_pixel_academic_AUPRO': 0.14965584874153137, 'val_pixel_academic_AUPRO_smoothed': 0.14965583980083466, 'val_pixel_industrial_AUPRO': 0.013422677293419838, 'val_precision_efficiency_ratio': 0.0896903044069574}",,COMPLETE
9,0.1496558368206024,2026-07-18 11:06:31.888212,2026-07-18 11:10:00.613303,0 days 00:03:28.725091,0.32794420398213164,dinov2_vit_small_14,0.0003821484483841343,6.031729824192194e-05,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.49601906538009644, 'val_pixel_academic_AUPRO': 0.14965584874153137, 'val_pixel_academic_AUPRO_smoothed': 0.1496558368206024, 'val_pixel_industrial_AUPRO': 0.013422677293419838, 'val_precision_efficiency_ratio': 0.0896903044069574}",,COMPLETE
10,0.48924290388822556,2026-07-18 11:10:00.966993,2026-07-18 11:14:08.009398,0 days 00:04:07.042405,0.2970973785330903,dinov2_vit_small_14,6.030807589389403e-05,0.0004746775206787618,"{'val_image_AUROC': 0.5212500095367432, 'val_pixel_AUROC': 0.5540579557418823, 'val_pixel_academic_AUPRO': 0.5405142903327942, 'val_pixel_academic_AUPRO_smoothed': 0.48924290388822556, 'val_pixel_industrial_AUPRO': 0.015029196627438068, 'val_precision_efficiency_ratio': 0.12994808382449685}",,COMPLETE
11,0.4902985319495201,2026-07-18 11:14:08.385812,2026-07-18 11:17:50.589344,0 days 00:03:42.203532,0.29490504179956467,dinov2_vit_small_14,7.307077643600985e-05,0.0004975499503372655,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.49601906538009644, 'val_pixel_academic_AUPRO': 0.5288981795310974, 'val_pixel_academic_AUPRO_smoothed': 0.4902985319495201, 'val_pixel_industrial_AUPRO': 0.013422677293419838, 'val_precision_efficiency_ratio': 0.0896903044069574}",,COMPLETE
12,0.4703168720006943,2026-07-18 11:17:50.931563,2026-07-18 11:21:47.381007,0 days 00:03:56.449444,0.30104953927730316,dinov2_vit_small_14,7.589533987417632e-05,0.0004959824825792644,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.49601906538009644, 'val_pixel_academic_AUPRO': 0.508793830871582, 'val_pixel_academic_AUPRO_smoothed': 0.4703168720006943, 'val_pixel_industrial_AUPRO': 0.013422677293419838, 'val_precision_efficiency_ratio': 0.0896903044069574}",,COMPLETE
13,0.534497606754303,2026-07-18 11:21:47.734096,2026-07-18 11:25:46.180800,0 days 00:03:58.446704,0.2935283143612788,dinov2_vit_small_14,6.457370922179493e-05,0.00044001929319508246,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.49601906538009644, 'val_pixel_academic_AUPRO': 0.5445510149002075, 'val_pixel_academic_AUPRO_smoothed': 0.534497606754303, 'val_pixel_industrial_AUPRO': 0.013422677293419838, 'val_precision_efficiency_ratio': 0.0896903044069574}",,COMPLETE
14,0.48271380364894867,2026-07-18 11:25:46.535057,2026-07-18 11:29:43.880759,0 days 00:03:57.345702,0.2950359113496153,dinov2_vit_small_14,0.00011576040910929751,0.00037225174465829297,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.49601906538009644, 'val_pixel_academic_AUPRO': 0.550021767616272, 'val_pixel_academic_AUPRO_smoothed': 0.48271380364894867, 'val_pixel_industrial_AUPRO': 0.013422677293419838, 'val_precision_efficiency_ratio': 0.0896903044069574}",,COMPLETE
15,0.45295044779777527,2026-07-18 11:29:44.228991,2026-07-18 11:33:38.532625,0 days 00:03:54.303634,0.34676385500549717,dinov2_vit_small_14,0.00011989992158601712,0.00037692701763503855,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.49601906538009644, 'val_pixel_academic_AUPRO': 0.45295047760009766, 'val_pixel_academic_AUPRO_smoothed': 0.45295044779777527, 'val_pixel_industrial_AUPRO': 0.013422677293419838, 'val_precision_efficiency_ratio': 0.0896903044069574}",,COMPLETE
16,0.5131175458431244,2026-07-18 11:33:38.901407,2026-07-18 11:37:38.439215,0 days 00:03:59.537808,0.39398428024905896,dinov2_vit_small_14,9.486775491778902e-05,0.0001785557272661037,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.49601906538009644, 'val_pixel_academic_AUPRO': 0.5699905157089233, 'val_pixel_academic_AUPRO_smoothed': 0.5131175458431244, 'val_pixel_industrial_AUPRO': 0.013422677293419838, 'val_precision_efficiency_ratio': 0.0896903044069574}",,COMPLETE
17,0.5022255718708039,2026-07-18 11:37:38.820842,2026-07-18 11:42:18.747951,0 days 00:04:39.927109,0.39472680624243267,dinov2_vit_small_14,0.0001300870579226949,0.00016004011108205777,"{'val_image_AUROC': 0.875, 'val_pixel_AUROC': 0.7645726799964905, 'val_pixel_academic_AUPRO': 0.5443626642227173, 'val_pixel_academic_AUPRO_smoothed': 0.5022255718708039, 'val_pixel_industrial_AUPRO': 0.11537200957536697, 'val_precision_efficiency_ratio': 0.2690976284327264}",,COMPLETE
18,0.4467391312122345,2026-07-18 11:42:19.117378,2026-07-18 11:46:15.231632,0 days 00:03:56.114254,0.37266580403077665,dinov2_vit_small_14,0.0002626002756938262,0.00015268385581448018,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.49601906538009644, 'val_pixel_academic_AUPRO': 0.4477102756500244, 'val_pixel_academic_AUPRO_smoothed': 0.4467391312122345, 'val_pixel_industrial_AUPRO': 0.013422677293419838, 'val_precision_efficiency_ratio': 0.0896903044069574}",,COMPLETE
19,0.4814094454050064,2026-07-18 11:46:15.739119,2026-07-18 11:50:05.709747,0 days 00:03:49.970628,0.36112138082216994,dinov2_vit_small_14,9.989127020335238e-05,0.00020950468339436698,"{'val_image_AUROC': 1.0, 'val_pixel_AUROC': 0.49601906538009644, 'val_pixel_academic_AUPRO': 0.5446369647979736, 'val_pixel_academic_AUPRO_smoothed': 0.4814094454050064, 'val_pixel_industrial_AUPRO': 0.013422677293419838, 'val_precision_efficiency_ratio': 0.0896903044069574}",,COMPLETE