sweeps/000003/AnomalyDINO/optuna_trials.csv

number,value,datetime_start,datetime_complete,duration,params_backbone,params_coreset_subsampling,params_masking,params_num_neighbors,params_sampling_ratio,user_attrs_metrics,system_attrs_fixed_params,state
0,,2026-07-17 10:19:56.461100,2026-07-17 10:19:56.774740,0 days 00:00:00.313640,vit_base_patch14,,False,3,,,"{'backbone': 'vit_base_patch14', 'num_neighbors': 3, 'masking': False, 'coreset_subsampling': False}",FAIL
1,0.38801202178001404,2026-07-17 11:47:04.771093,2026-07-17 11:47:46.866421,0 days 00:00:42.095328,vit_base_patch14,True,False,3,1.0,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7427900433540344, 'val_pixel_academic_AUPRO': 0.38801202178001404, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.15171563625335693, 'val_precision_efficiency_ratio': 0.3910075660990038}","{'backbone': 'vit_base_patch14', 'num_neighbors': 3, 'masking': False, 'coreset_subsampling': True, 'sampling_ratio': 1.0}",COMPLETE
2,0.5191860198974609,2026-07-17 11:47:47.189538,2026-07-17 11:48:00.968156,0 days 00:00:13.778618,vit_base_patch14,True,True,5,0.08182736020668999,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7553289532661438, 'val_pixel_academic_AUPRO': 0.5191860198974609, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.21701227128505707, 'val_precision_efficiency_ratio': 0.41798558314015644}",,COMPLETE
3,0.38683509826660156,2026-07-17 11:48:01.309088,2026-07-17 11:48:26.509154,0 days 00:00:25.200066,vit_base_patch14,True,False,5,0.3853915148678912,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7433375716209412, 'val_pixel_academic_AUPRO': 0.38683509826660156, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.15289518237113953, 'val_precision_efficiency_ratio': 0.39524640617218815}",,COMPLETE
4,0.5033080577850342,2026-07-17 11:48:26.849023,2026-07-17 11:48:40.837193,0 days 00:00:13.988170,vit_base_patch14,True,True,3,0.09279334291831443,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7522165775299072, 'val_pixel_academic_AUPRO': 0.5033080577850342, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.21383515000343323, 'val_precision_efficiency_ratio': 0.4248593812395578}",,COMPLETE
5,0.5236197710037231,2026-07-17 11:48:41.178178,2026-07-17 11:48:57.280974,0 days 00:00:16.102796,vit_base_patch14,True,True,3,0.35822384158849,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7580737471580505, 'val_pixel_academic_AUPRO': 0.5236197710037231, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.21911020576953888, 'val_precision_efficiency_ratio': 0.4184528887240603}",,COMPLETE
6,0.38282713294029236,2026-07-17 11:48:57.625117,2026-07-17 11:49:15.631716,0 days 00:00:18.006599,vit_base_patch14,True,False,3,0.1238427513777069,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7467096447944641, 'val_pixel_academic_AUPRO': 0.38282713294029236, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.14819708466529846, 'val_precision_efficiency_ratio': 0.387112281010688}",,COMPLETE
7,0.5098894238471985,2026-07-17 11:49:16.021650,2026-07-17 11:49:30.284375,0 days 00:00:14.262725,vit_base_patch14,True,True,1,0.11288612279076833,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.754676103591919, 'val_pixel_academic_AUPRO': 0.5098894238471985, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.21444527804851532, 'val_precision_efficiency_ratio': 0.42057212410975475}",,COMPLETE
8,0.501097559928894,2026-07-17 11:49:30.622197,2026-07-17 11:49:44.529014,0 days 00:00:13.906817,vit_base_patch14,True,True,1,0.07053122676633518,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7535364627838135, 'val_pixel_academic_AUPRO': 0.501097559928894, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.21012555062770844, 'val_precision_efficiency_ratio': 0.4193306202838532}",,COMPLETE
9,0.38904595375061035,2026-07-17 11:49:44.863099,2026-07-17 11:50:18.323819,0 days 00:00:33.460720,vit_base_patch14,True,False,5,0.6939754934082559,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7433255910873413, 'val_pixel_academic_AUPRO': 0.38904595375061035, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.15163201093673706, 'val_precision_efficiency_ratio': 0.38975347121573595}",,COMPLETE
10,0.38840436935424805,2026-07-17 11:50:18.720270,2026-07-17 11:50:44.550621,0 days 00:00:25.830351,vit_base_patch14,True,False,1,0.41125667993848214,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7431575059890747, 'val_pixel_academic_AUPRO': 0.38840436935424805, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.15385223925113678, 'val_precision_efficiency_ratio': 0.3961135646000273}",,COMPLETE
11,0.5172604322433472,2026-07-17 11:50:44.988038,2026-07-17 11:50:59.491911,0 days 00:00:14.503873,vit_base_patch14,True,True,3,0.19364147617399488,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7569458484649658, 'val_pixel_academic_AUPRO': 0.5172604322433472, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.21328730881214142, 'val_precision_efficiency_ratio': 0.4123402748729862}",,COMPLETE
12,0.5040242671966553,2026-07-17 11:50:59.829376,2026-07-17 11:51:13.270066,0 days 00:00:13.440690,vit_base_patch14,True,True,5,0.051141663099813786,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7535792589187622, 'val_pixel_academic_AUPRO': 0.5040242671966553, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.21992090344429016, 'val_precision_efficiency_ratio': 0.43632998995757394}",,COMPLETE
13,0.5198531746864319,2026-07-17 11:51:13.596218,2026-07-17 11:51:28.256229,0 days 00:00:14.660011,vit_base_patch14,True,True,5,0.240404983234159,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7558651566505432, 'val_pixel_academic_AUPRO': 0.5198531746864319, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.21589502692222595, 'val_precision_efficiency_ratio': 0.4153000066844851}",,COMPLETE
14,0.5206097364425659,2026-07-17 11:51:28.606777,2026-07-17 11:51:43.467310,0 days 00:00:14.860533,vit_base_patch14,True,True,5,0.24694366234715615,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7573785781860352, 'val_pixel_academic_AUPRO': 0.5206097364425659, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.21784813702106476, 'val_precision_efficiency_ratio': 0.4184480653582589}",,COMPLETE
15,0.5208975672721863,2026-07-17 11:51:43.808668,2026-07-17 11:51:59.294091,0 days 00:00:15.485423,vit_base_patch14,True,True,3,0.2956969269590196,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7562360763549805, 'val_pixel_academic_AUPRO': 0.5208975672721863, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.21780888736248016, 'val_precision_efficiency_ratio': 0.41814149469557377}",,COMPLETE
16,0.5240395665168762,2026-07-17 11:51:59.761811,2026-07-17 11:52:16.137677,0 days 00:00:16.375866,vit_base_patch14,True,True,3,0.4114760666509301,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7569602727890015, 'val_pixel_academic_AUPRO': 0.5240395665168762, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.22056706249713898, 'val_precision_efficiency_ratio': 0.42089772717578916}",,COMPLETE
17,0.5263010263442993,2026-07-17 11:52:16.473799,2026-07-17 11:52:33.540009,0 days 00:00:17.066210,vit_base_patch14,True,True,3,0.5555080300349395,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7573785781860352, 'val_pixel_academic_AUPRO': 0.5263010263442993, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.21855458617210388, 'val_precision_efficiency_ratio': 0.41526536189790425}",,COMPLETE
18,0.5261358618736267,2026-07-17 11:52:33.977151,2026-07-17 11:52:51.790472,0 days 00:00:17.813321,vit_base_patch14,True,True,3,0.6276993199295569,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7570332288742065, 'val_pixel_academic_AUPRO': 0.5261358618736267, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.2178879827260971, 'val_precision_efficiency_ratio': 0.4141287422419267}",,COMPLETE
19,0.5273587107658386,2026-07-17 11:52:52.126449,2026-07-17 11:53:10.350806,0 days 00:00:18.224357,vit_base_patch14,True,True,3,0.6076237825470114,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7570871114730835, 'val_pixel_academic_AUPRO': 0.5273587107658386, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.22011536359786987, 'val_precision_efficiency_ratio': 0.41739210731574883}",,COMPLETE
20,0.5269595980644226,2026-07-17 11:53:10.693703,2026-07-17 11:53:28.352691,0 days 00:00:17.658988,vit_base_patch14,True,True,3,0.5882951514325808,"{'val_image_AUROC': 0.9999999403953552, 'val_pixel_AUROC': 0.7571450471878052, 'val_pixel_academic_AUPRO': 0.5269595980644226, 'val_pixel_academic_AUPRO_smoothed': 0.0, 'val_pixel_industrial_AUPRO': 0.22026962041854858, 'val_precision_efficiency_ratio': 0.41800096483226}",,COMPLETE