File size: 9,867 Bytes
caa6c1a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 | number,value,datetime_start,datetime_complete,duration,params_backbone,params_layers,params_lr,params_weight_decay,user_attrs_metrics,system_attrs_fixed_params,state
0,0.5508993029594421,2026-07-18 09:18:28.158197,2026-07-18 09:23:11.594405,0 days 00:04:43.436208,resnet18,"['layer1', 'layer2', 'layer3']",0.4,0.001,"{'val_image_AUROC': 0.9125000238418579, 'val_pixel_AUROC': 0.77828049659729, 'val_pixel_academic_AUPRO': 0.590811550617218, 'val_pixel_academic_AUPRO_smoothed': 0.5508993029594421, 'val_pixel_industrial_AUPRO': 0.11932548135519028, 'val_precision_efficiency_ratio': 0.2321620229222307}","{'backbone': 'resnet18', 'layers': ['layer1', 'layer2', 'layer3'], 'lr': 0.4, 'weight_decay': 0.001}",COMPLETE
1,0.446025413274765,2026-07-18 09:23:11.963236,2026-07-18 09:27:49.245039,0 days 00:04:37.281803,resnet18,"['layer2', 'layer3']",0.16388081655548334,0.0017591380329600194,"{'val_image_AUROC': 0.8550000190734863, 'val_pixel_AUROC': 0.7971022725105286, 'val_pixel_academic_AUPRO': 0.47278353571891785, 'val_pixel_academic_AUPRO_smoothed': 0.446025413274765, 'val_pixel_industrial_AUPRO': 0.08173828572034836, 'val_precision_efficiency_ratio': 0.19730974036909907}",,COMPLETE
2,0.44848836660385133,2026-07-18 09:27:49.688218,2026-07-18 09:32:27.870832,0 days 00:04:38.182614,resnet18,"['layer2', 'layer3']",0.19720525060021227,0.0008102725472719757,"{'val_image_AUROC': 0.9275000095367432, 'val_pixel_AUROC': 0.79683917760849, 'val_pixel_academic_AUPRO': 0.47283652424812317, 'val_pixel_academic_AUPRO_smoothed': 0.44848836660385133, 'val_pixel_industrial_AUPRO': 0.06145479530096054, 'val_precision_efficiency_ratio': 0.15043881254000663}",,COMPLETE
3,0.569468331336975,2026-07-18 09:32:28.256457,2026-07-18 09:37:10.739400,0 days 00:04:42.482943,resnet18,"['layer1', 'layer2', 'layer3']",0.08237883296019634,0.0036402576416659366,"{'val_image_AUROC': 0.9075000286102295, 'val_pixel_AUROC': 0.7921640872955322, 'val_pixel_academic_AUPRO': 0.5926918983459473, 'val_pixel_academic_AUPRO_smoothed': 0.569468331336975, 'val_pixel_industrial_AUPRO': 0.1190660297870636, 'val_precision_efficiency_ratio': 0.23592546697994324}",,COMPLETE
4,0.5417022705078125,2026-07-18 09:37:11.166171,2026-07-18 09:41:57.144234,0 days 00:04:45.978063,resnet18,"['layer1', 'layer2', 'layer3']",0.22579139428672634,0.0005146378598958834,"{'val_image_AUROC': 0.9099999666213989, 'val_pixel_AUROC': 0.8127282857894897, 'val_pixel_academic_AUPRO': 0.5643405318260193, 'val_pixel_academic_AUPRO_smoothed': 0.5417022705078125, 'val_pixel_industrial_AUPRO': 0.16164638102054596, 'val_precision_efficiency_ratio': 0.29401274977073416}",,COMPLETE
5,0.5668447852134705,2026-07-18 09:41:57.544446,2026-07-18 09:46:38.109099,0 days 00:04:40.564653,resnet18,"['layer1', 'layer2', 'layer3']",0.4607584768970211,0.0009631846491484238,"{'val_image_AUROC': 0.8700000047683716, 'val_pixel_AUROC': 0.7813432216644287, 'val_pixel_academic_AUPRO': 0.5853478908538818, 'val_pixel_academic_AUPRO_smoothed': 0.5668447852134705, 'val_pixel_industrial_AUPRO': 0.11817710101604462, 'val_precision_efficiency_ratio': 0.22077065518579492}",,COMPLETE
6,0.532021164894104,2026-07-18 09:46:38.527122,2026-07-18 09:51:19.309055,0 days 00:04:40.781933,resnet18,"['layer1', 'layer2', 'layer3']",0.5153183013294477,0.0015416607629431542,"{'val_image_AUROC': 0.7250000238418579, 'val_pixel_AUROC': 0.6999826431274414, 'val_pixel_academic_AUPRO': 0.5652809739112854, 'val_pixel_academic_AUPRO_smoothed': 0.532021164894104, 'val_pixel_industrial_AUPRO': 0.13600875437259674, 'val_precision_efficiency_ratio': 0.33087469977141737}",,COMPLETE
7,0.48350709676742554,2026-07-18 09:51:19.696780,2026-07-18 09:56:02.881989,0 days 00:04:43.185209,resnet18,"['layer2', 'layer3']",0.39924999827323604,0.0017385582000059257,"{'val_image_AUROC': 0.8025000095367432, 'val_pixel_AUROC': 0.7649969458580017, 'val_pixel_academic_AUPRO': 0.5431265234947205, 'val_pixel_academic_AUPRO_smoothed': 0.48350709676742554, 'val_pixel_industrial_AUPRO': 0.09595868736505508, 'val_precision_efficiency_ratio': 0.23993908298305075}",,COMPLETE
8,0.5426289916038514,2026-07-18 09:56:03.258662,2026-07-18 10:00:47.273575,0 days 00:04:44.014913,resnet18,"['layer1', 'layer2', 'layer3']",0.14907600965116563,0.002907334527253455,"{'val_image_AUROC': 0.8675000071525574, 'val_pixel_AUROC': 0.7769213914871216, 'val_pixel_academic_AUPRO': 0.5675510168075562, 'val_pixel_academic_AUPRO_smoothed': 0.5426289916038514, 'val_pixel_industrial_AUPRO': 0.20383316278457642, 'val_precision_efficiency_ratio': 0.3659551321584041}",,COMPLETE
9,0.548729133605957,2026-07-18 10:00:47.689824,2026-07-18 10:05:34.055826,0 days 00:04:46.366002,resnet18,"['layer1', 'layer2', 'layer3']",0.0775855630442149,0.0011011571319766746,"{'val_image_AUROC': 0.9075000286102295, 'val_pixel_AUROC': 0.8028213977813721, 'val_pixel_academic_AUPRO': 0.5738841891288757, 'val_pixel_academic_AUPRO_smoothed': 0.548729133605957, 'val_pixel_industrial_AUPRO': 0.12140430510044098, 'val_precision_efficiency_ratio': 0.2245613266234815}",,COMPLETE
10,0.4583896577358246,2026-07-18 10:05:34.434685,2026-07-18 10:10:10.881517,0 days 00:04:36.446832,resnet18,"['layer2', 'layer3']",0.05039837624567236,0.0042610446245625495,"{'val_image_AUROC': 0.9049999713897705, 'val_pixel_AUROC': 0.7934901714324951, 'val_pixel_academic_AUPRO': 0.4791472256183624, 'val_pixel_academic_AUPRO_smoothed': 0.4583896577358246, 'val_pixel_industrial_AUPRO': 0.06403078138828278, 'val_precision_efficiency_ratio': 0.14888026065244464}",,COMPLETE
11,0.553147292137146,2026-07-18 10:10:11.245528,2026-07-18 10:14:54.855486,0 days 00:04:43.609958,resnet18,"['layer1', 'layer2', 'layer3']",0.08616406251354841,0.004448802530961355,"{'val_image_AUROC': 0.8949999809265137, 'val_pixel_AUROC': 0.7735533714294434, 'val_pixel_academic_AUPRO': 0.5915102362632751, 'val_pixel_academic_AUPRO_smoothed': 0.553147292137146, 'val_pixel_industrial_AUPRO': 0.10853324085474014, 'val_precision_efficiency_ratio': 0.20374306855215624}",,COMPLETE
12,0.5389981985092163,2026-07-18 10:14:55.250373,2026-07-18 10:19:39.720815,0 days 00:04:44.470442,resnet18,"['layer1', 'layer2', 'layer3']",0.2822613920425603,0.00266973727881509,"{'val_image_AUROC': 0.6524999737739563, 'val_pixel_AUROC': 0.7254323959350586, 'val_pixel_academic_AUPRO': 0.5730901956558228, 'val_pixel_academic_AUPRO_smoothed': 0.5389981985092163, 'val_pixel_industrial_AUPRO': 0.17544688284397125, 'val_precision_efficiency_ratio': 0.35932107169959376}",,COMPLETE
13,0.5445457577705384,2026-07-18 10:19:40.087912,2026-07-18 10:24:22.600434,0 days 00:04:42.512522,resnet18,"['layer1', 'layer2', 'layer3']",0.10911697558159761,0.0005252138582665365,"{'val_image_AUROC': 0.9075000286102295, 'val_pixel_AUROC': 0.7680449485778809, 'val_pixel_academic_AUPRO': 0.5806549191474915, 'val_pixel_academic_AUPRO_smoothed': 0.5445457577705384, 'val_pixel_industrial_AUPRO': 0.112680584192276, 'val_precision_efficiency_ratio': 0.2210563629462512}",,COMPLETE
14,0.5532221078872681,2026-07-18 10:24:23.038907,2026-07-18 10:29:05.386763,0 days 00:04:42.347856,resnet18,"['layer1', 'layer2', 'layer3']",0.05154218694817953,0.002621515966029595,"{'val_image_AUROC': 0.9075000286102295, 'val_pixel_AUROC': 0.7827455401420593, 'val_pixel_academic_AUPRO': 0.5730717182159424, 'val_pixel_academic_AUPRO_smoothed': 0.5532221078872681, 'val_pixel_industrial_AUPRO': 0.10192599147558212, 'val_precision_efficiency_ratio': 0.2099166402179063}",,COMPLETE
15,0.5449827432632446,2026-07-18 10:29:05.785514,2026-07-18 10:33:46.852808,0 days 00:04:41.067294,resnet18,"['layer1', 'layer2', 'layer3']",0.5771716700324252,0.0007665094572992456,"{'val_image_AUROC': 0.872499942779541, 'val_pixel_AUROC': 0.8017402291297913, 'val_pixel_academic_AUPRO': 0.5650841593742371, 'val_pixel_academic_AUPRO_smoothed': 0.5449827432632446, 'val_pixel_industrial_AUPRO': 0.12465266138315201, 'val_precision_efficiency_ratio': 0.23154930658924017}",,COMPLETE
16,0.5447664380073547,2026-07-18 10:33:47.260985,2026-07-18 10:38:26.231573,0 days 00:04:38.970588,resnet18,"['layer1', 'layer2', 'layer3']",0.27566301550673195,0.003569293360053436,"{'val_image_AUROC': 0.8924999833106995, 'val_pixel_AUROC': 0.7376604080200195, 'val_pixel_academic_AUPRO': 0.5890889763832092, 'val_pixel_academic_AUPRO_smoothed': 0.5447664380073547, 'val_pixel_industrial_AUPRO': 0.17159733176231384, 'val_precision_efficiency_ratio': 0.34072563775276216}",,COMPLETE
17,0.5510199666023254,2026-07-18 10:38:26.738899,2026-07-18 10:42:59.613524,0 days 00:04:32.874625,resnet18,"['layer1', 'layer2', 'layer3']",0.12061247685384603,0.0013304896849816487,"{'val_image_AUROC': 0.9074999690055847, 'val_pixel_AUROC': 0.7956472635269165, 'val_pixel_academic_AUPRO': 0.5703011751174927, 'val_pixel_academic_AUPRO_smoothed': 0.5510199666023254, 'val_pixel_industrial_AUPRO': 0.14809703826904297, 'val_precision_efficiency_ratio': 0.2665383672613387}",,COMPLETE
18,0.4640295922756195,2026-07-18 10:42:59.967338,2026-07-18 10:47:30.309200,0 days 00:04:30.341862,resnet18,"['layer2', 'layer3']",0.06495293405878547,0.0019703365665362928,"{'val_image_AUROC': 0.9150000214576721, 'val_pixel_AUROC': 0.7914571762084961, 'val_pixel_academic_AUPRO': 0.4848845601081848, 'val_pixel_academic_AUPRO_smoothed': 0.4640295922756195, 'val_pixel_industrial_AUPRO': 0.07308010756969452, 'val_precision_efficiency_ratio': 0.17187675229845484}",,COMPLETE
19,0.5511698722839355,2026-07-18 10:47:30.676959,2026-07-18 10:52:06.635621,0 days 00:04:35.958662,resnet18,"['layer1', 'layer2', 'layer3']",0.35434998311970184,0.0021901545463085662,"{'val_image_AUROC': 0.7950000166893005, 'val_pixel_AUROC': 0.6924058198928833, 'val_pixel_academic_AUPRO': 0.5680489540100098, 'val_pixel_academic_AUPRO_smoothed': 0.5511698722839355, 'val_pixel_industrial_AUPRO': 0.08269879966974258, 'val_precision_efficiency_ratio': 0.22865135551742655}",,COMPLETE
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