File size: 12,473 Bytes
caa6c1a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 | number,value,datetime_start,datetime_complete,duration,params_lr,params_model_size,params_weight_decay,user_attrs_metrics,system_attrs_fixed_params,state
0,0.34734871983528137,2026-07-17 10:19:58.625354,2026-07-17 10:32:43.651253,0 days 00:12:45.025899,0.0001,small,1e-05,"{'val_image_AUROC': 0.9200968146324158, 'val_pixel_AUROC': 0.6174753904342651, 'val_pixel_academic_AUPRO': 0.36817893385887146, 'val_pixel_academic_AUPRO_smoothed': 0.34734871983528137, 'val_pixel_industrial_AUPRO': 0.037862278521060944, 'val_precision_efficiency_ratio': 0.11327712515774083}","{'model_size': 'small', 'lr': 0.0001, 'weight_decay': 1e-05}",COMPLETE
1,0.3068496823310852,2026-07-17 10:32:44.001379,2026-07-17 10:46:11.281274,0 days 00:13:27.279895,0.0003349736365770185,small,2.718074745787541e-05,"{'val_image_AUROC': 0.9225181341171265, 'val_pixel_AUROC': 0.6741971373558044, 'val_pixel_academic_AUPRO': 0.38455307483673096, 'val_pixel_academic_AUPRO_smoothed': 0.3068496823310852, 'val_pixel_industrial_AUPRO': 0.030218100175261497, 'val_precision_efficiency_ratio': 0.13097829576116263}",,COMPLETE
2,,2026-07-17 10:46:11.634499,,,0.00031505283915919435,small,2.9355013760209165e-05,,,RUNNING
3,0.5160471141338349,2026-07-17 11:53:28.775878,2026-07-17 12:16:35.303722,0 days 00:23:06.527844,0.00011137751891062462,medium,4.7695618638302955e-05,"{'val_image_AUROC': 0.9975786805152893, 'val_pixel_AUROC': 0.6807558536529541, 'val_pixel_academic_AUPRO': 0.5528607368469238, 'val_pixel_academic_AUPRO_smoothed': 0.5160471141338349, 'val_pixel_industrial_AUPRO': 0.07413069903850555, 'val_precision_efficiency_ratio': 0.19092220280995062}",,COMPLETE
4,0.37454894185066223,2026-07-17 12:16:35.663290,2026-07-17 12:39:55.249934,0 days 00:23:19.586644,6.224065442274185e-05,medium,3.4209313461107376e-05,"{'val_image_AUROC': 0.9564164876937866, 'val_pixel_AUROC': 0.7042334675788879, 'val_pixel_academic_AUPRO': 0.3951394259929657, 'val_pixel_academic_AUPRO_smoothed': 0.37454894185066223, 'val_pixel_industrial_AUPRO': 0.04082578048110008, 'val_precision_efficiency_ratio': 0.13311164430382882}",,COMPLETE
5,0.28755539655685425,2026-07-17 12:39:55.599700,2026-07-17 12:53:27.485065,0 days 00:13:31.885365,3.144548574509423e-05,small,2.5941969545567286e-05,"{'val_image_AUROC': 0.9225181341171265, 'val_pixel_AUROC': 0.5940399169921875, 'val_pixel_academic_AUPRO': 0.2981759011745453, 'val_pixel_academic_AUPRO_smoothed': 0.28755539655685425, 'val_pixel_industrial_AUPRO': 0.024867774918675423, 'val_precision_efficiency_ratio': 0.11296442061814693}",,COMPLETE
6,0.47182636260986327,2026-07-17 12:53:27.842833,2026-07-17 13:16:15.209882,0 days 00:22:47.367049,0.000299871599858231,medium,2.6237830462107132e-05,"{'val_image_AUROC': 0.8934624195098877, 'val_pixel_AUROC': 0.6667283177375793, 'val_pixel_academic_AUPRO': 0.5079843401908875, 'val_pixel_academic_AUPRO_smoothed': 0.47182636260986327, 'val_pixel_industrial_AUPRO': 0.042942434549331665, 'val_precision_efficiency_ratio': 0.12342992742016103}",,COMPLETE
7,,2026-07-17 13:16:15.722644,,,8.059486909934912e-05,medium,3.8845711575852574e-05,,,RUNNING
8,,2026-07-17 22:17:03.333414,,,0.0002549832107459969,small,8.220976839218129e-06,,,RUNNING
9,0.49577239751815794,2026-07-17 22:24:40.458758,2026-07-17 22:47:21.949130,0 days 00:22:41.490372,0.00021903232821142614,medium,2.5973955664328865e-05,"{'val_image_AUROC': 0.8208231925964355, 'val_pixel_AUROC': 0.6838054060935974, 'val_pixel_academic_AUPRO': 0.5304893851280212, 'val_pixel_academic_AUPRO_smoothed': 0.49577239751815794, 'val_pixel_industrial_AUPRO': 0.039375144988298416, 'val_precision_efficiency_ratio': 0.10568451450346715}",,COMPLETE
10,0.36267232298851015,2026-07-17 22:47:22.400295,2026-07-17 23:10:34.778759,0 days 00:23:12.378464,0.00011245498681048118,medium,7.935858488965022e-06,"{'val_image_AUROC': 0.5593219995498657, 'val_pixel_AUROC': 0.6733776330947876, 'val_pixel_academic_AUPRO': 0.42790064215660095, 'val_pixel_academic_AUPRO_smoothed': 0.36267232298851015, 'val_pixel_industrial_AUPRO': 0.041868820786476135, 'val_precision_efficiency_ratio': 0.15915273710836145}",,COMPLETE
11,,2026-07-17 22:49:21.926344,,,1.1198769836198729e-05,medium,1.0411038238180269e-05,,,RUNNING
12,,2026-07-17 22:50:55.475263,,,0.00033950546838926426,medium,6.986401642734468e-06,,,RUNNING
13,0.40226258635520934,2026-07-17 23:10:35.157716,2026-07-17 23:42:59.589823,0 days 00:32:24.432107,1.9240647012219797e-05,medium,4.4812255230803896e-05,"{'val_image_AUROC': 0.9491525292396545, 'val_pixel_AUROC': 0.6733638048171997, 'val_pixel_academic_AUPRO': 0.41567423939704895, 'val_pixel_academic_AUPRO_smoothed': 0.40226258635520934, 'val_pixel_industrial_AUPRO': 0.059516314417123795, 'val_precision_efficiency_ratio': 0.14725604531540318}",,COMPLETE
14,0.3794902265071869,2026-07-17 23:42:59.969974,2026-07-18 00:01:21.762076,0 days 00:18:21.792102,3.671421218230376e-05,small,3.0013265873565777e-05,"{'val_image_AUROC': 0.9055689573287964, 'val_pixel_AUROC': 0.6440562009811401, 'val_pixel_academic_AUPRO': 0.3794902265071869, 'val_pixel_academic_AUPRO_smoothed': 0.3794902265071869, 'val_pixel_industrial_AUPRO': 0.03132341429591179, 'val_precision_efficiency_ratio': 0.1319961293051449}",,COMPLETE
15,0.3769726395606995,2026-07-18 00:01:22.139348,2026-07-18 00:36:00.152693,0 days 00:34:38.013345,1.0365190346840766e-05,medium,1.3858316133862925e-05,"{'val_image_AUROC': 0.9322034120559692, 'val_pixel_AUROC': 0.7030529379844666, 'val_pixel_academic_AUPRO': 0.38801753520965576, 'val_pixel_academic_AUPRO_smoothed': 0.3769726395606995, 'val_pixel_industrial_AUPRO': 0.05452748015522957, 'val_precision_efficiency_ratio': 0.13425253273767246}",,COMPLETE
16,0.434778618812561,2026-07-18 00:36:00.587775,2026-07-18 00:59:41.995277,0 days 00:23:41.407502,0.000172051271293415,medium,1.6490093055330822e-05,"{'val_image_AUROC': 0.980629563331604, 'val_pixel_AUROC': 0.6463852524757385, 'val_pixel_academic_AUPRO': 0.5110024213790894, 'val_pixel_academic_AUPRO_smoothed': 0.434778618812561, 'val_pixel_industrial_AUPRO': 0.03562936186790466, 'val_precision_efficiency_ratio': 0.15158890134459496}",,COMPLETE
17,0.5272992372512817,2026-07-18 00:59:42.437048,2026-07-18 01:22:13.348767,0 days 00:22:30.911719,0.00019667702591201453,medium,4.938325598516156e-05,"{'val_image_AUROC': 0.9854722023010254, 'val_pixel_AUROC': 0.710877537727356, 'val_pixel_academic_AUPRO': 0.5527140498161316, 'val_pixel_academic_AUPRO_smoothed': 0.5272992372512817, 'val_pixel_industrial_AUPRO': 0.07001744210720062, 'val_precision_efficiency_ratio': 0.1479160257946299}",,COMPLETE
18,0.5242877125740051,2026-07-18 01:22:13.720673,2026-07-18 01:44:53.087542,0 days 00:22:39.366869,0.00011671619074124724,medium,4.897341671819942e-05,"{'val_image_AUROC': 0.9346247315406799, 'val_pixel_AUROC': 0.7004645466804504, 'val_pixel_academic_AUPRO': 0.548679530620575, 'val_pixel_academic_AUPRO_smoothed': 0.5242877125740051, 'val_pixel_industrial_AUPRO': 0.054611582309007645, 'val_precision_efficiency_ratio': 0.1449031638595441}",,COMPLETE
19,0.3767450153827667,2026-07-18 01:44:53.441797,2026-07-18 02:07:59.200918,0 days 00:23:05.759121,6.816950406076808e-05,medium,4.735573293575513e-05,"{'val_image_AUROC': 0.5690072774887085, 'val_pixel_AUROC': 0.7054527997970581, 'val_pixel_academic_AUPRO': 0.4154745042324066, 'val_pixel_academic_AUPRO_smoothed': 0.3767450153827667, 'val_pixel_industrial_AUPRO': 0.03333598002791405, 'val_precision_efficiency_ratio': 0.10236150443069053}",,COMPLETE
20,0.4831415593624115,2026-07-18 02:07:59.544999,2026-07-18 02:30:48.613536,0 days 00:22:49.068537,0.0003971595174180812,medium,3.7302140679833074e-05,"{'val_image_AUROC': 0.9733655452728271, 'val_pixel_AUROC': 0.7067350149154663, 'val_pixel_academic_AUPRO': 0.5098015666007996, 'val_pixel_academic_AUPRO_smoothed': 0.4831415593624115, 'val_pixel_industrial_AUPRO': 0.05176081135869026, 'val_precision_efficiency_ratio': 0.13038271104931978}",,COMPLETE
21,0.42019176483154297,2026-07-18 02:30:48.994325,2026-07-18 02:53:51.464587,0 days 00:23:02.470262,0.00017304895204357955,medium,5.3899662086648195e-06,"{'val_image_AUROC': 0.9685229659080505, 'val_pixel_AUROC': 0.6855759024620056, 'val_pixel_academic_AUPRO': 0.42019176483154297, 'val_pixel_academic_AUPRO_smoothed': 0.42019176483154297, 'val_pixel_industrial_AUPRO': 0.02937893383204937, 'val_precision_efficiency_ratio': 0.10323354556495976}",,COMPLETE
22,0.32774431705474855,2026-07-18 02:53:51.832363,2026-07-18 03:17:11.749860,0 days 00:23:19.917497,5.976854240733507e-05,medium,1.887751066454341e-05,"{'val_image_AUROC': 0.881355881690979, 'val_pixel_AUROC': 0.6371507048606873, 'val_pixel_academic_AUPRO': 0.3560503125190735, 'val_pixel_academic_AUPRO_smoothed': 0.32774431705474855, 'val_pixel_industrial_AUPRO': 0.031406939029693604, 'val_precision_efficiency_ratio': 0.11007433533961875}",,COMPLETE
23,0.4617281138896942,2026-07-18 03:17:12.160038,2026-07-18 03:30:36.301200,0 days 00:13:24.141162,0.00022074357124262864,small,3.5317078128815315e-05,"{'val_image_AUROC': 0.9007263779640198, 'val_pixel_AUROC': 0.5873618125915527, 'val_pixel_academic_AUPRO': 0.4983690083026886, 'val_pixel_academic_AUPRO_smoothed': 0.4617281138896942, 'val_pixel_industrial_AUPRO': 0.0411100909113884, 'val_precision_efficiency_ratio': 0.12857126013421158}",,COMPLETE
24,0.5513856053352356,2026-07-18 03:30:36.705972,2026-07-18 03:53:38.818353,0 days 00:23:02.112381,0.00014741900695417517,medium,3.971523775924349e-05,"{'val_image_AUROC': 0.95157390832901, 'val_pixel_AUROC': 0.7077380418777466, 'val_pixel_academic_AUPRO': 0.5686248540878296, 'val_pixel_academic_AUPRO_smoothed': 0.5513856053352356, 'val_pixel_industrial_AUPRO': 0.06606961786746979, 'val_precision_efficiency_ratio': 0.14104578804416115}",,COMPLETE
25,0.5224383652210236,2026-07-18 03:53:39.184370,2026-07-18 04:16:27.949966,0 days 00:22:48.765596,0.0004133207607278579,medium,2.1375692711319466e-05,"{'val_image_AUROC': 0.9176754951477051, 'val_pixel_AUROC': 0.6932321786880493, 'val_pixel_academic_AUPRO': 0.5587096214294434, 'val_pixel_academic_AUPRO_smoothed': 0.5224383652210236, 'val_pixel_industrial_AUPRO': 0.04994774982333183, 'val_precision_efficiency_ratio': 0.12547488197764123}",,COMPLETE
26,0.4068996787071228,2026-07-18 04:16:28.313297,2026-07-18 04:39:37.179956,0 days 00:23:08.866659,0.00015049863392105917,medium,3.905493318752648e-05,"{'val_image_AUROC': 0.9903147220611572, 'val_pixel_AUROC': 0.7209392189979553, 'val_pixel_academic_AUPRO': 0.44535818696022034, 'val_pixel_academic_AUPRO_smoothed': 0.4068996787071228, 'val_pixel_industrial_AUPRO': 0.05716115981340408, 'val_precision_efficiency_ratio': 0.15266980086488013}",,COMPLETE
27,0.4619290828704834,2026-07-18 04:39:37.527865,2026-07-18 05:03:47.905086,0 days 00:24:10.377221,8.474516059504958e-05,medium,4.791399504242516e-05,"{'val_image_AUROC': 0.9467312097549438, 'val_pixel_AUROC': 0.7634128332138062, 'val_pixel_academic_AUPRO': 0.4886811673641205, 'val_pixel_academic_AUPRO_smoothed': 0.4619290828704834, 'val_pixel_industrial_AUPRO': 0.04258643463253975, 'val_precision_efficiency_ratio': 0.12662573999077353}",,COMPLETE
28,0.4480290114879608,2026-07-18 05:03:48.369651,2026-07-18 05:26:46.149962,0 days 00:22:57.780311,0.00024479989091780093,medium,3.912960515781708e-05,"{'val_image_AUROC': 0.9782082438468933, 'val_pixel_AUROC': 0.6985359787940979, 'val_pixel_academic_AUPRO': 0.4480290114879608, 'val_pixel_academic_AUPRO_smoothed': 0.4480290114879608, 'val_pixel_industrial_AUPRO': 0.037188898772001266, 'val_precision_efficiency_ratio': 0.1537172343687849}",,COMPLETE
29,0.5314777255058288,2026-07-18 05:26:46.456114,2026-07-18 05:49:53.122909,0 days 00:23:06.666795,0.00013864693610088553,medium,3.266817249215023e-05,"{'val_image_AUROC': 0.9636803865432739, 'val_pixel_AUROC': 0.7140243053436279, 'val_pixel_academic_AUPRO': 0.5400457978248596, 'val_pixel_academic_AUPRO_smoothed': 0.5314777255058288, 'val_pixel_industrial_AUPRO': 0.06981807947158813, 'val_precision_efficiency_ratio': 0.1581980259837921}",,COMPLETE
30,0.362219899892807,2026-07-18 05:49:53.485783,2026-07-18 06:12:48.311349,0 days 00:22:54.825566,0.0001636154340609093,medium,3.129506971387578e-05,"{'val_image_AUROC': 0.9757869243621826, 'val_pixel_AUROC': 0.7222537398338318, 'val_pixel_academic_AUPRO': 0.44020864367485046, 'val_pixel_academic_AUPRO_smoothed': 0.362219899892807, 'val_pixel_industrial_AUPRO': 0.036679692566394806, 'val_precision_efficiency_ratio': 0.12116631684856552}",,COMPLETE
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