-
Notifications
You must be signed in to change notification settings - Fork 51
/
r50_dc5_e50.txt
50 lines (50 loc) · 215 KB
/
r50_dc5_e50.txt
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
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
{"train_lr": 9.99999999999901e-05, "train_class_error": 33.92988927580742, "train_loss": 16.413786064670646, "train_loss_bbox": 0.5997164206337207, "train_loss_bbox_0": 0.7989497288071898, "train_loss_bbox_1": 0.6536494313856269, "train_loss_bbox_2": 0.6131445788442645, "train_loss_bbox_3": 0.6030773917629048, "train_loss_bbox_4": 0.6017276944654826, "train_loss_ce": 0.9731243677597544, "train_loss_ce_0": 1.0560269450788229, "train_loss_ce_1": 0.997006037319753, "train_loss_ce_2": 0.9849024063015797, "train_loss_ce_3": 0.9783329795665578, "train_loss_ce_4": 0.9733332356491705, "train_loss_giou": 1.0356966888394228, "train_loss_giou_0": 1.2945278302010415, "train_loss_giou_1": 1.1149748573179223, "train_loss_giou_2": 1.0559057963566836, "train_loss_giou_3": 1.0406035664869906, "train_loss_giou_4": 1.0390861230246933, "train_cardinality_error_unscaled": 292.64141755714866, "train_cardinality_error_0_unscaled": 292.50465812254834, "train_cardinality_error_1_unscaled": 292.6608447179765, "train_cardinality_error_2_unscaled": 292.61534559718655, "train_cardinality_error_3_unscaled": 292.7364905992155, "train_cardinality_error_4_unscaled": 292.6551890301637, "train_class_error_unscaled": 33.92988927580742, "train_loss_bbox_unscaled": 0.1199432840868357, "train_loss_bbox_0_unscaled": 0.1597899457412822, "train_loss_bbox_1_unscaled": 0.13072988626316753, "train_loss_bbox_2_unscaled": 0.12262891581208703, "train_loss_bbox_3_unscaled": 0.12061547835258093, "train_loss_bbox_4_unscaled": 0.12034553890307363, "train_loss_ce_unscaled": 0.4865621838798772, "train_loss_ce_0_unscaled": 0.5280134725394114, "train_loss_ce_1_unscaled": 0.4985030186598765, "train_loss_ce_2_unscaled": 0.49245120315078983, "train_loss_ce_3_unscaled": 0.4891664897832789, "train_loss_ce_4_unscaled": 0.48666661782458526, "train_loss_giou_unscaled": 0.5178483444197114, "train_loss_giou_0_unscaled": 0.6472639151005207, "train_loss_giou_1_unscaled": 0.5574874286589612, "train_loss_giou_2_unscaled": 0.5279528981783418, "train_loss_giou_3_unscaled": 0.5203017832434953, "train_loss_giou_4_unscaled": 0.5195430615123466, "test_class_error": 19.969682649230958, "test_loss": 12.677442135620117, "test_loss_bbox": 0.37399864926338194, "test_loss_bbox_0": 0.5664466062545777, "test_loss_bbox_1": 0.4200128659725189, "test_loss_bbox_2": 0.383825337266922, "test_loss_bbox_3": 0.37437052717208863, "test_loss_bbox_4": 0.3757720046520233, "test_loss_ce": 0.7679094696044921, "test_loss_ce_0": 0.8950209286689759, "test_loss_ce_1": 0.821972400379181, "test_loss_ce_2": 0.8052953657150268, "test_loss_ce_3": 0.7875847606658936, "test_loss_ce_4": 0.7723688413619995, "test_loss_giou": 0.8124556357383728, "test_loss_giou_0": 1.1476950426101684, "test_loss_giou_1": 0.9082663730621338, "test_loss_giou_2": 0.8332361101150513, "test_loss_giou_3": 0.8149775383472443, "test_loss_giou_4": 0.8162337112426757, "test_cardinality_error_unscaled": 292.0958, "test_cardinality_error_0_unscaled": 291.1638, "test_cardinality_error_1_unscaled": 291.8142, "test_cardinality_error_2_unscaled": 292.2348, "test_cardinality_error_3_unscaled": 292.1502, "test_cardinality_error_4_unscaled": 291.8826, "test_class_error_unscaled": 19.969682649230958, "test_loss_bbox_unscaled": 0.07479972977638244, "test_loss_bbox_0_unscaled": 0.11328932113647461, "test_loss_bbox_1_unscaled": 0.08400257338881492, "test_loss_bbox_2_unscaled": 0.07676506758332252, "test_loss_bbox_3_unscaled": 0.0748741054713726, "test_loss_bbox_4_unscaled": 0.07515440101027489, "test_loss_ce_unscaled": 0.38395473480224607, "test_loss_ce_0_unscaled": 0.44751046433448793, "test_loss_ce_1_unscaled": 0.4109862001895905, "test_loss_ce_2_unscaled": 0.4026476828575134, "test_loss_ce_3_unscaled": 0.3937923803329468, "test_loss_ce_4_unscaled": 0.38618442068099973, "test_loss_giou_unscaled": 0.4062278178691864, "test_loss_giou_0_unscaled": 0.5738475213050842, "test_loss_giou_1_unscaled": 0.4541331865310669, "test_loss_giou_2_unscaled": 0.41661805505752564, "test_loss_giou_3_unscaled": 0.40748876917362215, "test_loss_giou_4_unscaled": 0.40811685562133787, "test_coco_eval_bbox": [0.13280518398335514, 0.25380438257040405, 0.12505798825846337, 0.06347954573089973, 0.163573244739297, 0.19032552261553634, 0.17566323245852108, 0.3007080400278832, 0.347370228992154, 0.1332437679293278, 0.365462930733114, 0.5487407353952976], "epoch": 0, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 18.96039774691028, "train_loss": 12.418329656970657, "train_loss_bbox": 0.3992911409276773, "train_loss_bbox_0": 0.5783815299418142, "train_loss_bbox_1": 0.4316238186186227, "train_loss_bbox_2": 0.39916035513400255, "train_loss_bbox_3": 0.3970308781323213, "train_loss_bbox_4": 0.4002287591965389, "train_loss_ce": 0.7241458903242799, "train_loss_ce_0": 0.8603090217426957, "train_loss_ce_1": 0.8067730766267943, "train_loss_ce_2": 0.7838805113821702, "train_loss_ce_3": 0.7540045255566101, "train_loss_ce_4": 0.7306912899174549, "train_loss_giou": 0.7998573429913768, "train_loss_giou_0": 1.0771102902794278, "train_loss_giou_1": 0.8639201294899341, "train_loss_giou_2": 0.80843934547985, "train_loss_giou_3": 0.8001442390709338, "train_loss_giou_4": 0.8033375177866516, "train_cardinality_error_unscaled": 292.45792472609224, "train_cardinality_error_0_unscaled": 292.0437068848911, "train_cardinality_error_1_unscaled": 292.4827285946165, "train_cardinality_error_2_unscaled": 292.43484546192343, "train_cardinality_error_3_unscaled": 292.52198870553224, "train_cardinality_error_4_unscaled": 292.43546259975653, "train_class_error_unscaled": 18.96039774691028, "train_loss_bbox_unscaled": 0.07985822819138064, "train_loss_bbox_0_unscaled": 0.11567630600216955, "train_loss_bbox_1_unscaled": 0.08632476374468655, "train_loss_bbox_2_unscaled": 0.07983207105748767, "train_loss_bbox_3_unscaled": 0.0794061756120025, "train_loss_bbox_4_unscaled": 0.0800457518549285, "train_loss_ce_unscaled": 0.36207294516213995, "train_loss_ce_0_unscaled": 0.4301545108713479, "train_loss_ce_1_unscaled": 0.40338653831339716, "train_loss_ce_2_unscaled": 0.3919402556910851, "train_loss_ce_3_unscaled": 0.37700226277830506, "train_loss_ce_4_unscaled": 0.36534564495872746, "train_loss_giou_unscaled": 0.3999286714956884, "train_loss_giou_0_unscaled": 0.5385551451397139, "train_loss_giou_1_unscaled": 0.43196006474496706, "train_loss_giou_2_unscaled": 0.404219672739925, "train_loss_giou_3_unscaled": 0.4000721195354669, "train_loss_giou_4_unscaled": 0.4016687588933258, "test_class_error": 14.807023867034912, "test_loss": 11.45235161819458, "test_loss_bbox": 0.34126528849601745, "test_loss_bbox_0": 0.5135215942382813, "test_loss_bbox_1": 0.3737343791246414, "test_loss_bbox_2": 0.33883249423503875, "test_loss_bbox_3": 0.33965000612735746, "test_loss_bbox_4": 0.34337291221618654, "test_loss_ce": 0.6385923231124878, "test_loss_ce_0": 0.8070511903762817, "test_loss_ce_1": 0.7515516890525817, "test_loss_ce_2": 0.7173312596321106, "test_loss_ce_3": 0.6728908663749695, "test_loss_ce_4": 0.6486650120735169, "test_loss_giou": 0.7591773100376129, "test_loss_giou_0": 1.072662742948532, "test_loss_giou_1": 0.835813383769989, "test_loss_giou_2": 0.769065234041214, "test_loss_giou_3": 0.7621457719802857, "test_loss_giou_4": 0.7670281720161438, "test_cardinality_error_unscaled": 290.732, "test_cardinality_error_0_unscaled": 290.1518, "test_cardinality_error_1_unscaled": 291.2404, "test_cardinality_error_2_unscaled": 290.4596, "test_cardinality_error_3_unscaled": 290.7946, "test_cardinality_error_4_unscaled": 290.3888, "test_class_error_unscaled": 14.807023867034912, "test_loss_bbox_unscaled": 0.06825305759310722, "test_loss_bbox_0_unscaled": 0.1027043188214302, "test_loss_bbox_1_unscaled": 0.07474687584638595, "test_loss_bbox_2_unscaled": 0.06776649889945983, "test_loss_bbox_3_unscaled": 0.06793000118136405, "test_loss_bbox_4_unscaled": 0.06867458247542381, "test_loss_ce_unscaled": 0.3192961615562439, "test_loss_ce_0_unscaled": 0.40352559518814085, "test_loss_ce_1_unscaled": 0.37577584452629087, "test_loss_ce_2_unscaled": 0.3586656298160553, "test_loss_ce_3_unscaled": 0.33644543318748477, "test_loss_ce_4_unscaled": 0.32433250603675845, "test_loss_giou_unscaled": 0.37958865501880645, "test_loss_giou_0_unscaled": 0.536331371474266, "test_loss_giou_1_unscaled": 0.4179066918849945, "test_loss_giou_2_unscaled": 0.384532617020607, "test_loss_giou_3_unscaled": 0.38107288599014283, "test_loss_giou_4_unscaled": 0.3835140860080719, "test_coco_eval_bbox": [0.21241494764001792, 0.3830741441863016, 0.21176976927791888, 0.09276637681078251, 0.24166844995727943, 0.3069486726475541, 0.22113379603277558, 0.36700574557450827, 0.41417375868761624, 0.17649178070912006, 0.45271122318330326, 0.6307712487293466], "epoch": 1, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 16.180786944267698, "train_loss": 11.466757323766744, "train_loss_bbox": 0.3661592373689698, "train_loss_bbox_0": 0.5272087657159774, "train_loss_bbox_1": 0.3912989388192424, "train_loss_bbox_2": 0.36499177052286824, "train_loss_bbox_3": 0.3637064735357403, "train_loss_bbox_4": 0.36708367088360894, "train_loss_ce": 0.6449049791931123, "train_loss_ce_0": 0.7990983144309481, "train_loss_ce_1": 0.7545266400795416, "train_loss_ce_2": 0.7186785023097626, "train_loss_ce_3": 0.6804275504572537, "train_loss_ce_4": 0.6525869215335347, "train_loss_giou": 0.7488108590329902, "train_loss_giou_0": 1.0194728029495033, "train_loss_giou_1": 0.8063032251281215, "train_loss_giou_2": 0.7577418724011217, "train_loss_giou_3": 0.7502635641434946, "train_loss_giou_4": 0.753493241883132, "train_cardinality_error_unscaled": 292.61980082510485, "train_cardinality_error_0_unscaled": 292.29290376031383, "train_cardinality_error_1_unscaled": 292.6519934397403, "train_cardinality_error_2_unscaled": 292.6012528743406, "train_cardinality_error_3_unscaled": 292.60689165426754, "train_cardinality_error_4_unscaled": 292.59059245231975, "train_class_error_unscaled": 16.180786944267698, "train_loss_bbox_unscaled": 0.0732318474755576, "train_loss_bbox_0_unscaled": 0.1054417531288345, "train_loss_bbox_1_unscaled": 0.07825978775291398, "train_loss_bbox_2_unscaled": 0.07299835409190071, "train_loss_bbox_3_unscaled": 0.07274129468973851, "train_loss_bbox_4_unscaled": 0.07341673415296317, "train_loss_ce_unscaled": 0.32245248959655615, "train_loss_ce_0_unscaled": 0.39954915721547407, "train_loss_ce_1_unscaled": 0.3772633200397708, "train_loss_ce_2_unscaled": 0.3593392511548813, "train_loss_ce_3_unscaled": 0.34021377522862684, "train_loss_ce_4_unscaled": 0.32629346076676735, "train_loss_giou_unscaled": 0.3744054295164951, "train_loss_giou_0_unscaled": 0.5097364014747516, "train_loss_giou_1_unscaled": 0.40315161256406074, "train_loss_giou_2_unscaled": 0.37887093620056084, "train_loss_giou_3_unscaled": 0.3751317820717473, "train_loss_giou_4_unscaled": 0.376746620941566, "test_class_error": 13.845927365875244, "test_loss": 10.803540118408202, "test_loss_bbox": 0.31538174953460696, "test_loss_bbox_0": 0.4665624760627747, "test_loss_bbox_1": 0.33702626435756683, "test_loss_bbox_2": 0.3137260708093643, "test_loss_bbox_3": 0.3117696149587631, "test_loss_bbox_4": 0.3154478656291962, "test_loss_ce": 0.5918605640411377, "test_loss_ce_0": 0.7564725167751313, "test_loss_ce_1": 0.7204570429801941, "test_loss_ce_2": 0.672271649312973, "test_loss_ce_3": 0.6330913930416108, "test_loss_ce_4": 0.602790435886383, "test_loss_giou": 0.7298769087314606, "test_loss_giou_0": 1.0316986087799072, "test_loss_giou_1": 0.797868781709671, "test_loss_giou_2": 0.7397163744449615, "test_loss_giou_3": 0.7338415214061738, "test_loss_giou_4": 0.7336802810668945, "test_cardinality_error_unscaled": 292.1832, "test_cardinality_error_0_unscaled": 291.8968, "test_cardinality_error_1_unscaled": 292.3618, "test_cardinality_error_2_unscaled": 292.1804, "test_cardinality_error_3_unscaled": 292.3368, "test_cardinality_error_4_unscaled": 292.3932, "test_class_error_unscaled": 13.845927365875244, "test_loss_bbox_unscaled": 0.06307635005414486, "test_loss_bbox_0_unscaled": 0.09331249525547028, "test_loss_bbox_1_unscaled": 0.06740525269508361, "test_loss_bbox_2_unscaled": 0.0627452141880989, "test_loss_bbox_3_unscaled": 0.06235392285883427, "test_loss_bbox_4_unscaled": 0.0630895731717348, "test_loss_ce_unscaled": 0.29593028202056887, "test_loss_ce_0_unscaled": 0.37823625838756564, "test_loss_ce_1_unscaled": 0.36022852149009704, "test_loss_ce_2_unscaled": 0.3361358246564865, "test_loss_ce_3_unscaled": 0.3165456965208054, "test_loss_ce_4_unscaled": 0.3013952179431915, "test_loss_giou_unscaled": 0.3649384543657303, "test_loss_giou_0_unscaled": 0.5158493043899536, "test_loss_giou_1_unscaled": 0.3989343908548355, "test_loss_giou_2_unscaled": 0.36985818722248076, "test_loss_giou_3_unscaled": 0.3669207607030869, "test_loss_giou_4_unscaled": 0.36684014053344727, "test_coco_eval_bbox": [0.24441433988125094, 0.427708266088113, 0.24394076490951377, 0.10142495942264491, 0.27219310032442995, 0.36717836157427536, 0.24067596909331002, 0.39574271209955325, 0.43863543778828856, 0.19384254860940633, 0.4721382507401305, 0.6623828284341959], "epoch": 2, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 14.643073575770469, "train_loss": 10.895232801167774, "train_loss_bbox": 0.34495000100504253, "train_loss_bbox_0": 0.49937364903270964, "train_loss_bbox_1": 0.3690265033373439, "train_loss_bbox_2": 0.3456740616425826, "train_loss_bbox_3": 0.34382241428196714, "train_loss_bbox_4": 0.34624710254372176, "train_loss_ce": 0.5999744847289896, "train_loss_ce_0": 0.7634838158072017, "train_loss_ce_1": 0.7199775120688117, "train_loss_ce_2": 0.6764028990109879, "train_loss_ce_3": 0.6361242275885118, "train_loss_ce_4": 0.6075318967592211, "train_loss_giou": 0.7163737980961542, "train_loss_giou_0": 0.9864624526412662, "train_loss_giou_1": 0.7731674846544424, "train_loss_giou_2": 0.7264180337128628, "train_loss_giou_3": 0.7187888757468689, "train_loss_giou_4": 0.7214335851521448, "train_cardinality_error_unscaled": 292.6409187745164, "train_cardinality_error_0_unscaled": 292.32330413905044, "train_cardinality_error_1_unscaled": 292.6468365345597, "train_cardinality_error_2_unscaled": 292.5403591234952, "train_cardinality_error_3_unscaled": 292.6466336399297, "train_cardinality_error_4_unscaled": 292.560411876099, "train_class_error_unscaled": 14.643073575770469, "train_loss_bbox_unscaled": 0.0689900002157474, "train_loss_bbox_0_unscaled": 0.09987472982725198, "train_loss_bbox_1_unscaled": 0.07380530067633731, "train_loss_bbox_2_unscaled": 0.06913481230951969, "train_loss_bbox_3_unscaled": 0.06876448284805398, "train_loss_bbox_4_unscaled": 0.06924942048624547, "train_loss_ce_unscaled": 0.2999872423644948, "train_loss_ce_0_unscaled": 0.38174190790360085, "train_loss_ce_1_unscaled": 0.35998875603440583, "train_loss_ce_2_unscaled": 0.33820144950549397, "train_loss_ce_3_unscaled": 0.3180621137942559, "train_loss_ce_4_unscaled": 0.3037659483796106, "train_loss_giou_unscaled": 0.3581868990480771, "train_loss_giou_0_unscaled": 0.4932312263206331, "train_loss_giou_1_unscaled": 0.3865837423272212, "train_loss_giou_2_unscaled": 0.3632090168564314, "train_loss_giou_3_unscaled": 0.35939443787343445, "train_loss_giou_4_unscaled": 0.3607167925760724, "test_class_error": 12.810905422210693, "test_loss": 10.372443646240235, "test_loss_bbox": 0.29929188632965087, "test_loss_bbox_0": 0.45432680168151857, "test_loss_bbox_1": 0.32896783463954926, "test_loss_bbox_2": 0.30274225358963014, "test_loss_bbox_3": 0.2983181796073914, "test_loss_bbox_4": 0.30028078236579897, "test_loss_ce": 0.5604168827533722, "test_loss_ce_0": 0.7378692546367646, "test_loss_ce_1": 0.6887699261188507, "test_loss_ce_2": 0.6380907252311706, "test_loss_ce_3": 0.6027762318134308, "test_loss_ce_4": 0.5697507046222686, "test_loss_giou": 0.6937060567855835, "test_loss_giou_0": 1.0216033271312714, "test_loss_giou_1": 0.7694422673225403, "test_loss_giou_2": 0.7110267200946808, "test_loss_giou_3": 0.6965649998664856, "test_loss_giou_4": 0.6984988000869751, "test_cardinality_error_unscaled": 292.0558, "test_cardinality_error_0_unscaled": 292.1516, "test_cardinality_error_1_unscaled": 292.3042, "test_cardinality_error_2_unscaled": 292.119, "test_cardinality_error_3_unscaled": 292.1772, "test_cardinality_error_4_unscaled": 292.1808, "test_class_error_unscaled": 12.810905422210693, "test_loss_bbox_unscaled": 0.05985837734043598, "test_loss_bbox_0_unscaled": 0.09086536036729813, "test_loss_bbox_1_unscaled": 0.06579356689453125, "test_loss_bbox_2_unscaled": 0.06054845070838928, "test_loss_bbox_3_unscaled": 0.05966363582909107, "test_loss_bbox_4_unscaled": 0.06005615644454956, "test_loss_ce_unscaled": 0.2802084413766861, "test_loss_ce_0_unscaled": 0.3689346273183823, "test_loss_ce_1_unscaled": 0.34438496305942534, "test_loss_ce_2_unscaled": 0.3190453626155853, "test_loss_ce_3_unscaled": 0.3013881159067154, "test_loss_ce_4_unscaled": 0.2848753523111343, "test_loss_giou_unscaled": 0.34685302839279175, "test_loss_giou_0_unscaled": 0.5108016635656357, "test_loss_giou_1_unscaled": 0.38472113366127014, "test_loss_giou_2_unscaled": 0.3555133600473404, "test_loss_giou_3_unscaled": 0.3482824999332428, "test_loss_giou_4_unscaled": 0.34924940004348753, "test_coco_eval_bbox": [0.2697741517125905, 0.4603254046708663, 0.27036474635918495, 0.12030785636128082, 0.2969105806945232, 0.4049020130519778, 0.25472816173949775, 0.413768529232405, 0.45653912421918436, 0.21414737589327895, 0.49107480607876675, 0.6820070025549976], "epoch": 3, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 13.529184640671296, "train_loss": 10.510719781958427, "train_loss_bbox": 0.3307683180725883, "train_loss_bbox_0": 0.4800408414888653, "train_loss_bbox_1": 0.35436983578170117, "train_loss_bbox_2": 0.33248665793494636, "train_loss_bbox_3": 0.330348050163601, "train_loss_bbox_4": 0.3322555825495194, "train_loss_ce": 0.5695068903975858, "train_loss_ce_0": 0.7368666623500725, "train_loss_ce_1": 0.695025362784866, "train_loss_ce_2": 0.6471258501661947, "train_loss_ce_3": 0.6062928640953698, "train_loss_ce_4": 0.5770816643052554, "train_loss_giou": 0.6960296175066857, "train_loss_giou_0": 0.9641248916988684, "train_loss_giou_1": 0.7513367125166619, "train_loss_giou_2": 0.7065250601986821, "train_loss_giou_3": 0.6992760095178444, "train_loss_giou_4": 0.7012589087582047, "train_cardinality_error_unscaled": 292.50974739618556, "train_cardinality_error_0_unscaled": 292.16478425537673, "train_cardinality_error_1_unscaled": 292.57595022318407, "train_cardinality_error_2_unscaled": 292.5491850399026, "train_cardinality_error_3_unscaled": 292.6127502367104, "train_cardinality_error_4_unscaled": 292.35694237792507, "train_class_error_unscaled": 13.529184640671296, "train_loss_bbox_unscaled": 0.066153663629055, "train_loss_bbox_0_unscaled": 0.09600816827141939, "train_loss_bbox_1_unscaled": 0.07087396715331687, "train_loss_bbox_2_unscaled": 0.06649733160470116, "train_loss_bbox_3_unscaled": 0.0660696099965154, "train_loss_bbox_4_unscaled": 0.06645111651113843, "train_loss_ce_unscaled": 0.2847534451987929, "train_loss_ce_0_unscaled": 0.36843333117503624, "train_loss_ce_1_unscaled": 0.347512681392433, "train_loss_ce_2_unscaled": 0.32356292508309736, "train_loss_ce_3_unscaled": 0.3031464320476849, "train_loss_ce_4_unscaled": 0.2885408321526277, "train_loss_giou_unscaled": 0.34801480875334284, "train_loss_giou_0_unscaled": 0.4820624458494342, "train_loss_giou_1_unscaled": 0.37566835625833095, "train_loss_giou_2_unscaled": 0.35326253009934105, "train_loss_giou_3_unscaled": 0.3496380047589222, "train_loss_giou_4_unscaled": 0.35062945437910237, "test_class_error": 12.401154964447022, "test_loss": 10.128707801055908, "test_loss_bbox": 0.290206956577301, "test_loss_bbox_0": 0.43737437944412233, "test_loss_bbox_1": 0.31899255676269533, "test_loss_bbox_2": 0.29640310344696047, "test_loss_bbox_3": 0.29026217975616453, "test_loss_bbox_4": 0.29144472689628603, "test_loss_ce": 0.5513094482421875, "test_loss_ce_0": 0.7161701424598694, "test_loss_ce_1": 0.6761185613632202, "test_loss_ce_2": 0.6248155074596405, "test_loss_ce_3": 0.5884465583801269, "test_loss_ce_4": 0.5582565867424011, "test_loss_giou": 0.6747606695175171, "test_loss_giou_0": 1.007276080274582, "test_loss_giou_1": 0.7514913393497467, "test_loss_giou_2": 0.6932178562641144, "test_loss_giou_3": 0.6812014667272568, "test_loss_giou_4": 0.6809596411705017, "test_cardinality_error_unscaled": 290.698, "test_cardinality_error_0_unscaled": 288.8158, "test_cardinality_error_1_unscaled": 290.6196, "test_cardinality_error_2_unscaled": 290.3162, "test_cardinality_error_3_unscaled": 290.6242, "test_cardinality_error_4_unscaled": 289.2204, "test_class_error_unscaled": 12.401154964447022, "test_loss_bbox_unscaled": 0.058041391345858576, "test_loss_bbox_0_unscaled": 0.08747487589716911, "test_loss_bbox_1_unscaled": 0.06379851141571999, "test_loss_bbox_2_unscaled": 0.05928062068521976, "test_loss_bbox_3_unscaled": 0.05805243588089943, "test_loss_bbox_4_unscaled": 0.05828894537091255, "test_loss_ce_unscaled": 0.27565472412109376, "test_loss_ce_0_unscaled": 0.3580850712299347, "test_loss_ce_1_unscaled": 0.3380592806816101, "test_loss_ce_2_unscaled": 0.31240775372982027, "test_loss_ce_3_unscaled": 0.29422327919006347, "test_loss_ce_4_unscaled": 0.27912829337120054, "test_loss_giou_unscaled": 0.33738033475875856, "test_loss_giou_0_unscaled": 0.503638040137291, "test_loss_giou_1_unscaled": 0.37574566967487333, "test_loss_giou_2_unscaled": 0.3466089281320572, "test_loss_giou_3_unscaled": 0.3406007333636284, "test_loss_giou_4_unscaled": 0.34047982058525084, "test_coco_eval_bbox": [0.2819158496358163, 0.4723936239089865, 0.2909225603617587, 0.12275898471094653, 0.31763072071455223, 0.4262842462008688, 0.26455429812459086, 0.42876502707456937, 0.47160594671967393, 0.22948738726768916, 0.5132235083377915, 0.6919104724465118], "epoch": 4, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 12.809951604275295, "train_loss": 10.227702440467977, "train_loss_bbox": 0.3210234866231523, "train_loss_bbox_0": 0.4676975778228582, "train_loss_bbox_1": 0.34495681911469084, "train_loss_bbox_2": 0.3237669963808371, "train_loss_bbox_3": 0.32107168051579094, "train_loss_bbox_4": 0.3225215914257724, "train_loss_ce": 0.54668433591925, "train_loss_ce_0": 0.7169432839920149, "train_loss_ce_1": 0.675210360588296, "train_loss_ce_2": 0.6248324787301897, "train_loss_ce_3": 0.5836994499814667, "train_loss_ce_4": 0.5543017669152692, "train_loss_giou": 0.6804117852725954, "train_loss_giou_0": 0.9470250611837833, "train_loss_giou_1": 0.7357233188614042, "train_loss_giou_2": 0.6917051454013584, "train_loss_giou_3": 0.6842013998648705, "train_loss_giou_4": 0.6859258994405685, "train_cardinality_error_unscaled": 292.569702759367, "train_cardinality_error_0_unscaled": 292.46205870417964, "train_cardinality_error_1_unscaled": 292.60187001217366, "train_cardinality_error_2_unscaled": 292.5671750304342, "train_cardinality_error_3_unscaled": 292.586187948059, "train_cardinality_error_4_unscaled": 292.46688590558637, "train_class_error_unscaled": 12.809951604275295, "train_loss_bbox_unscaled": 0.06420469732863641, "train_loss_bbox_0_unscaled": 0.09353951556033893, "train_loss_bbox_1_unscaled": 0.06899136383475449, "train_loss_bbox_2_unscaled": 0.06475339928042533, "train_loss_bbox_3_unscaled": 0.06421433609968132, "train_loss_bbox_4_unscaled": 0.06450431829339316, "train_loss_ce_unscaled": 0.273342167959625, "train_loss_ce_0_unscaled": 0.35847164199600745, "train_loss_ce_1_unscaled": 0.337605180294148, "train_loss_ce_2_unscaled": 0.3124162393650948, "train_loss_ce_3_unscaled": 0.29184972499073336, "train_loss_ce_4_unscaled": 0.2771508834576346, "train_loss_giou_unscaled": 0.3402058926362977, "train_loss_giou_0_unscaled": 0.47351253059189163, "train_loss_giou_1_unscaled": 0.3678616594307021, "train_loss_giou_2_unscaled": 0.3458525727006792, "train_loss_giou_3_unscaled": 0.34210069993243525, "train_loss_giou_4_unscaled": 0.34296294972028424, "test_class_error": 12.141598223876953, "test_loss": 9.819011759185791, "test_loss_bbox": 0.2820353226900101, "test_loss_bbox_0": 0.4288462271213532, "test_loss_bbox_1": 0.30522147469520566, "test_loss_bbox_2": 0.28399412455558776, "test_loss_bbox_3": 0.28080899953842164, "test_loss_bbox_4": 0.2840250623464584, "test_loss_ce": 0.5221198002815246, "test_loss_ce_0": 0.7067249736785889, "test_loss_ce_1": 0.6630706597805023, "test_loss_ce_2": 0.605887429189682, "test_loss_ce_3": 0.5633705173492431, "test_loss_ce_4": 0.5300405796527863, "test_loss_giou": 0.6611803033113479, "test_loss_giou_0": 0.9669275597572327, "test_loss_giou_1": 0.7257571907997131, "test_loss_giou_2": 0.6766543496370315, "test_loss_giou_3": 0.665316874575615, "test_loss_giou_4": 0.667030333018303, "test_cardinality_error_unscaled": 291.8556, "test_cardinality_error_0_unscaled": 292.0404, "test_cardinality_error_1_unscaled": 292.1882, "test_cardinality_error_2_unscaled": 291.96, "test_cardinality_error_3_unscaled": 291.9826, "test_cardinality_error_4_unscaled": 291.7694, "test_class_error_unscaled": 12.141598223876953, "test_loss_bbox_unscaled": 0.0564070644646883, "test_loss_bbox_0_unscaled": 0.08576924531459808, "test_loss_bbox_1_unscaled": 0.061044294953346255, "test_loss_bbox_2_unscaled": 0.05679882487058639, "test_loss_bbox_3_unscaled": 0.05616179996728897, "test_loss_bbox_4_unscaled": 0.05680501256287098, "test_loss_ce_unscaled": 0.2610599001407623, "test_loss_ce_0_unscaled": 0.35336248683929444, "test_loss_ce_1_unscaled": 0.33153532989025114, "test_loss_ce_2_unscaled": 0.302943714594841, "test_loss_ce_3_unscaled": 0.2816852586746216, "test_loss_ce_4_unscaled": 0.26502028982639314, "test_loss_giou_unscaled": 0.33059015165567396, "test_loss_giou_0_unscaled": 0.48346377987861633, "test_loss_giou_1_unscaled": 0.36287859539985656, "test_loss_giou_2_unscaled": 0.33832717481851576, "test_loss_giou_3_unscaled": 0.3326584372878075, "test_loss_giou_4_unscaled": 0.3335151665091515, "test_coco_eval_bbox": [0.30748582243357225, 0.5020672715634976, 0.31996739923939027, 0.1475805750352557, 0.3427909812389473, 0.438131099097473, 0.27839800237567525, 0.4515861068084506, 0.4922981844634377, 0.24927138064440044, 0.5426558403985542, 0.715054788247906], "epoch": 5, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 12.185542121076073, "train_loss": 9.996881324416421, "train_loss_bbox": 0.31261199213696417, "train_loss_bbox_0": 0.45529474956763866, "train_loss_bbox_1": 0.3368658712568374, "train_loss_bbox_2": 0.3167935743440186, "train_loss_bbox_3": 0.3136124161467506, "train_loss_bbox_4": 0.3147425559791147, "train_loss_ce": 0.5288870538934213, "train_loss_ce_0": 0.7033863884479867, "train_loss_ce_1": 0.6596358482197208, "train_loss_ce_2": 0.6066208402193497, "train_loss_ce_3": 0.5653298970528051, "train_loss_ce_4": 0.5360783868603208, "train_loss_giou": 0.6679433170102872, "train_loss_giou_0": 0.9314359609250785, "train_loss_giou_1": 0.7220110132963767, "train_loss_giou_2": 0.6795777117494123, "train_loss_giou_3": 0.6723959933743173, "train_loss_giou_4": 0.6736577575932848, "train_cardinality_error_unscaled": 292.57195996212636, "train_cardinality_error_0_unscaled": 292.47029284458273, "train_cardinality_error_1_unscaled": 292.7443443121872, "train_cardinality_error_2_unscaled": 292.58938353848237, "train_cardinality_error_3_unscaled": 292.50666170702016, "train_cardinality_error_4_unscaled": 292.44121128094145, "train_class_error_unscaled": 12.185542121076073, "train_loss_bbox_unscaled": 0.06252239841487106, "train_loss_bbox_0_unscaled": 0.09105894992592353, "train_loss_bbox_1_unscaled": 0.0673731742394, "train_loss_bbox_2_unscaled": 0.06335871484348303, "train_loss_bbox_3_unscaled": 0.06272248323275141, "train_loss_bbox_4_unscaled": 0.0629485111817643, "train_loss_ce_unscaled": 0.26444352694671064, "train_loss_ce_0_unscaled": 0.35169319422399337, "train_loss_ce_1_unscaled": 0.3298179241098604, "train_loss_ce_2_unscaled": 0.30331042010967485, "train_loss_ce_3_unscaled": 0.28266494852640256, "train_loss_ce_4_unscaled": 0.2680391934301604, "train_loss_giou_unscaled": 0.3339716585051436, "train_loss_giou_0_unscaled": 0.46571798046253926, "train_loss_giou_1_unscaled": 0.36100550664818837, "train_loss_giou_2_unscaled": 0.33978885587470614, "train_loss_giou_3_unscaled": 0.33619799668715866, "train_loss_giou_4_unscaled": 0.3368288787966424, "test_class_error": 11.583995951843262, "test_loss": 9.72151451034546, "test_loss_bbox": 0.2791253047943115, "test_loss_bbox_0": 0.422077374124527, "test_loss_bbox_1": 0.3086733531713486, "test_loss_bbox_2": 0.2865989111185074, "test_loss_bbox_3": 0.28281115911006927, "test_loss_bbox_4": 0.28258089032173156, "test_loss_ce": 0.5183610310077668, "test_loss_ce_0": 0.691619737148285, "test_loss_ce_1": 0.6475117153167724, "test_loss_ce_2": 0.5992763411521912, "test_loss_ce_3": 0.5566402508735657, "test_loss_ce_4": 0.5256762608528137, "test_loss_giou": 0.6530437560558319, "test_loss_giou_0": 0.9591558615207673, "test_loss_giou_1": 0.7179331612586975, "test_loss_giou_2": 0.6676491918802261, "test_loss_giou_3": 0.66211491959095, "test_loss_giou_4": 0.6606652704954147, "test_cardinality_error_unscaled": 292.1078, "test_cardinality_error_0_unscaled": 292.2982, "test_cardinality_error_1_unscaled": 292.3132, "test_cardinality_error_2_unscaled": 292.1758, "test_cardinality_error_3_unscaled": 292.1752, "test_cardinality_error_4_unscaled": 292.1266, "test_class_error_unscaled": 11.583995951843262, "test_loss_bbox_unscaled": 0.05582506088614464, "test_loss_bbox_0_unscaled": 0.08441547476053238, "test_loss_bbox_1_unscaled": 0.06173467064201832, "test_loss_bbox_2_unscaled": 0.05731978217661381, "test_loss_bbox_3_unscaled": 0.05656223188042641, "test_loss_bbox_4_unscaled": 0.05651617812216282, "test_loss_ce_unscaled": 0.2591805155038834, "test_loss_ce_0_unscaled": 0.3458098685741425, "test_loss_ce_1_unscaled": 0.3237558576583862, "test_loss_ce_2_unscaled": 0.2996381705760956, "test_loss_ce_3_unscaled": 0.27832012543678286, "test_loss_ce_4_unscaled": 0.26283813042640686, "test_loss_giou_unscaled": 0.32652187802791593, "test_loss_giou_0_unscaled": 0.47957793076038363, "test_loss_giou_1_unscaled": 0.3589665806293488, "test_loss_giou_2_unscaled": 0.33382459594011304, "test_loss_giou_3_unscaled": 0.331057459795475, "test_loss_giou_4_unscaled": 0.33033263524770734, "test_coco_eval_bbox": [0.30557709378932385, 0.4983777027984523, 0.3167732572552462, 0.14397647862771804, 0.3404332223476393, 0.4497248529141742, 0.27672669054740057, 0.4494999679770396, 0.49034518889585227, 0.2496367948076318, 0.5317225295672501, 0.7082150904633481], "epoch": 6, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 11.677008492172966, "train_loss": 9.816474357671026, "train_loss_bbox": 0.30536924193636034, "train_loss_bbox_0": 0.44653527597871184, "train_loss_bbox_1": 0.330497355387673, "train_loss_bbox_2": 0.31063515827085947, "train_loss_bbox_3": 0.30699030707891234, "train_loss_bbox_4": 0.3079373595363617, "train_loss_ce": 0.5145016890525592, "train_loss_ce_0": 0.691334666607426, "train_loss_ce_1": 0.6445344418698455, "train_loss_ce_2": 0.5902232887311797, "train_loss_ce_3": 0.5496366518216673, "train_loss_ce_4": 0.5207746036811286, "train_loss_giou": 0.6588587662071316, "train_loss_giou_0": 0.9234500105924734, "train_loss_giou_1": 0.7146873062076675, "train_loss_giou_2": 0.6718876753916974, "train_loss_giou_3": 0.6638870618488636, "train_loss_giou_4": 0.6647335053060642, "train_cardinality_error_unscaled": 292.4093821858515, "train_cardinality_error_0_unscaled": 292.5192834437982, "train_cardinality_error_1_unscaled": 292.7280282023536, "train_cardinality_error_2_unscaled": 292.50773535777085, "train_cardinality_error_3_unscaled": 292.60070336805086, "train_cardinality_error_4_unscaled": 292.4347524685513, "train_class_error_unscaled": 11.677008492172966, "train_loss_bbox_unscaled": 0.06107384839354555, "train_loss_bbox_0_unscaled": 0.08930705521237088, "train_loss_bbox_1_unscaled": 0.06609947106088089, "train_loss_bbox_2_unscaled": 0.06212703165485215, "train_loss_bbox_3_unscaled": 0.061398061396105395, "train_loss_bbox_4_unscaled": 0.06158747190558429, "train_loss_ce_unscaled": 0.2572508445262796, "train_loss_ce_0_unscaled": 0.345667333303713, "train_loss_ce_1_unscaled": 0.32226722093492277, "train_loss_ce_2_unscaled": 0.29511164436558984, "train_loss_ce_3_unscaled": 0.27481832591083366, "train_loss_ce_4_unscaled": 0.2603873018405643, "train_loss_giou_unscaled": 0.3294293831035658, "train_loss_giou_0_unscaled": 0.4617250052962367, "train_loss_giou_1_unscaled": 0.35734365310383376, "train_loss_giou_2_unscaled": 0.3359438376958487, "train_loss_giou_3_unscaled": 0.3319435309244318, "train_loss_giou_4_unscaled": 0.3323667526530321, "test_class_error": 11.11645297012329, "test_loss": 9.5038745803833, "test_loss_bbox": 0.27667821254730224, "test_loss_bbox_0": 0.42071244225502014, "test_loss_bbox_1": 0.30116439599990846, "test_loss_bbox_2": 0.2837401615381241, "test_loss_bbox_3": 0.2803030917406082, "test_loss_bbox_4": 0.27891393744945525, "test_loss_ce": 0.4945058785200119, "test_loss_ce_0": 0.6890503174304962, "test_loss_ce_1": 0.6334580590724945, "test_loss_ce_2": 0.5669326518535615, "test_loss_ce_3": 0.5235841702461242, "test_loss_ce_4": 0.4994763142824173, "test_loss_giou": 0.6470956802129746, "test_loss_giou_0": 0.9430966725349427, "test_loss_giou_1": 0.7061910145282745, "test_loss_giou_2": 0.6570746461153031, "test_loss_giou_3": 0.6509214741945266, "test_loss_giou_4": 0.6509754351139069, "test_cardinality_error_unscaled": 292.2712, "test_cardinality_error_0_unscaled": 292.3358, "test_cardinality_error_1_unscaled": 292.3768, "test_cardinality_error_2_unscaled": 292.4194, "test_cardinality_error_3_unscaled": 292.4052, "test_cardinality_error_4_unscaled": 292.3148, "test_class_error_unscaled": 11.11645297012329, "test_loss_bbox_unscaled": 0.0553356425434351, "test_loss_bbox_0_unscaled": 0.08414248834848403, "test_loss_bbox_1_unscaled": 0.06023287919163704, "test_loss_bbox_2_unscaled": 0.05674803231358528, "test_loss_bbox_3_unscaled": 0.056060618489980694, "test_loss_bbox_4_unscaled": 0.05578278760313988, "test_loss_ce_unscaled": 0.24725293926000594, "test_loss_ce_0_unscaled": 0.3445251587152481, "test_loss_ce_1_unscaled": 0.31672902953624726, "test_loss_ce_2_unscaled": 0.2834663259267807, "test_loss_ce_3_unscaled": 0.2617920851230621, "test_loss_ce_4_unscaled": 0.24973815714120864, "test_loss_giou_unscaled": 0.3235478401064873, "test_loss_giou_0_unscaled": 0.47154833626747134, "test_loss_giou_1_unscaled": 0.35309550726413724, "test_loss_giou_2_unscaled": 0.32853732305765154, "test_loss_giou_3_unscaled": 0.3254607370972633, "test_loss_giou_4_unscaled": 0.32548771755695344, "test_coco_eval_bbox": [0.3252571827040147, 0.5261803857678993, 0.3406735670992576, 0.1590902348577377, 0.36271290960534774, 0.46845937837021384, 0.28778735526717364, 0.46879061689541, 0.5088797872888418, 0.26402880365355436, 0.5606751928878483, 0.7358724850503623], "epoch": 7, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 11.242902356008063, "train_loss": 9.633172312979928, "train_loss_bbox": 0.2997634993601793, "train_loss_bbox_0": 0.439366760054606, "train_loss_bbox_1": 0.32551535820805394, "train_loss_bbox_2": 0.30546670783465824, "train_loss_bbox_3": 0.30171827989470795, "train_loss_bbox_4": 0.30221166241101255, "train_loss_ce": 0.501317947526496, "train_loss_ce_0": 0.6775899989774581, "train_loss_ce_1": 0.631180013945795, "train_loss_ce_2": 0.5761813870140491, "train_loss_ce_3": 0.5357745112703873, "train_loss_ce_4": 0.5076124783704604, "train_loss_giou": 0.6479597107305605, "train_loss_giou_0": 0.9103180607882853, "train_loss_giou_1": 0.7029103326655186, "train_loss_giou_2": 0.6608162102874393, "train_loss_giou_3": 0.6534763690717614, "train_loss_giou_4": 0.6539930289392782, "train_cardinality_error_unscaled": 292.4436967401596, "train_cardinality_error_0_unscaled": 292.69690923846883, "train_cardinality_error_1_unscaled": 292.7459928310564, "train_cardinality_error_2_unscaled": 292.7264473150277, "train_cardinality_error_3_unscaled": 292.6122514540782, "train_cardinality_error_4_unscaled": 292.49412450967134, "train_class_error_unscaled": 11.242902356008063, "train_loss_bbox_unscaled": 0.059952699875462354, "train_loss_bbox_0_unscaled": 0.08787335201127393, "train_loss_bbox_1_unscaled": 0.06510307164992504, "train_loss_bbox_2_unscaled": 0.06109334157176903, "train_loss_bbox_3_unscaled": 0.060343655954124796, "train_loss_bbox_4_unscaled": 0.060442332484218084, "train_loss_ce_unscaled": 0.250658973763248, "train_loss_ce_0_unscaled": 0.33879499948872904, "train_loss_ce_1_unscaled": 0.3155900069728975, "train_loss_ce_2_unscaled": 0.28809069350702454, "train_loss_ce_3_unscaled": 0.26788725563519367, "train_loss_ce_4_unscaled": 0.2538062391852302, "train_loss_giou_unscaled": 0.32397985536528023, "train_loss_giou_0_unscaled": 0.4551590303941426, "train_loss_giou_1_unscaled": 0.3514551663327593, "train_loss_giou_2_unscaled": 0.33040810514371965, "train_loss_giou_3_unscaled": 0.3267381845358807, "train_loss_giou_4_unscaled": 0.3269965144696391, "test_class_error": 10.947449517822266, "test_loss": 9.481945372772216, "test_loss_bbox": 0.26921974420547484, "test_loss_bbox_0": 0.41106704635620117, "test_loss_bbox_1": 0.3039163839101791, "test_loss_bbox_2": 0.27840278342962266, "test_loss_bbox_3": 0.2714403355002403, "test_loss_bbox_4": 0.27111044878959656, "test_loss_ce": 0.49689221634864805, "test_loss_ce_0": 0.66836223320961, "test_loss_ce_1": 0.6214722475528717, "test_loss_ce_2": 0.5668762781143188, "test_loss_ce_3": 0.5316892717838287, "test_loss_ce_4": 0.5025031715393067, "test_loss_giou": 0.6422635773181915, "test_loss_giou_0": 0.9632261866569519, "test_loss_giou_1": 0.7219856182575226, "test_loss_giou_2": 0.6628351373672485, "test_loss_giou_3": 0.6505757660150528, "test_loss_giou_4": 0.6481069211959839, "test_cardinality_error_unscaled": 292.4426, "test_cardinality_error_0_unscaled": 292.436, "test_cardinality_error_1_unscaled": 292.514, "test_cardinality_error_2_unscaled": 292.5016, "test_cardinality_error_3_unscaled": 292.4732, "test_cardinality_error_4_unscaled": 292.4658, "test_class_error_unscaled": 10.947449517822266, "test_loss_bbox_unscaled": 0.05384394878745079, "test_loss_bbox_0_unscaled": 0.08221340928077697, "test_loss_bbox_1_unscaled": 0.060783276870846746, "test_loss_bbox_2_unscaled": 0.0556805565983057, "test_loss_bbox_3_unscaled": 0.05428806711733341, "test_loss_bbox_4_unscaled": 0.05422208971381187, "test_loss_ce_unscaled": 0.24844610817432403, "test_loss_ce_0_unscaled": 0.334181116604805, "test_loss_ce_1_unscaled": 0.31073612377643584, "test_loss_ce_2_unscaled": 0.2834381390571594, "test_loss_ce_3_unscaled": 0.26584463589191437, "test_loss_ce_4_unscaled": 0.25125158576965334, "test_loss_giou_unscaled": 0.32113178865909575, "test_loss_giou_0_unscaled": 0.48161309332847596, "test_loss_giou_1_unscaled": 0.3609928091287613, "test_loss_giou_2_unscaled": 0.33141756868362426, "test_loss_giou_3_unscaled": 0.3252878830075264, "test_loss_giou_4_unscaled": 0.32405346059799195, "test_coco_eval_bbox": [0.3282590371371536, 0.5290553500955932, 0.339762298782722, 0.1587346886896455, 0.3628031640455809, 0.47879583538220444, 0.2898615610525764, 0.4697404345895248, 0.5091431740861356, 0.2583286578692106, 0.5537861639224382, 0.7401793571715517], "epoch": 8, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 10.897917402205021, "train_loss": 9.507876623729787, "train_loss_bbox": 0.2948756006119394, "train_loss_bbox_0": 0.43464644994381624, "train_loss_bbox_1": 0.3219352395590065, "train_loss_bbox_2": 0.3011474922691415, "train_loss_bbox_3": 0.2971225932102419, "train_loss_bbox_4": 0.2975208104688744, "train_loss_ce": 0.49079976230859756, "train_loss_ce_0": 0.6670914899044361, "train_loss_ce_1": 0.6191105253517781, "train_loss_ce_2": 0.5643016601929431, "train_loss_ce_3": 0.5240194679251885, "train_loss_ce_4": 0.4966614518924816, "train_loss_giou": 0.6423940402530582, "train_loss_giou_0": 0.9050017908159087, "train_loss_giou_1": 0.698400203781055, "train_loss_giou_2": 0.6561010027500559, "train_loss_giou_3": 0.6482981658739326, "train_loss_giou_4": 0.6484488722616695, "train_cardinality_error_unscaled": 292.5690179899905, "train_cardinality_error_0_unscaled": 292.5917844582713, "train_cardinality_error_1_unscaled": 292.7241647504396, "train_cardinality_error_2_unscaled": 292.6928006222102, "train_cardinality_error_3_unscaled": 292.5376284999324, "train_cardinality_error_4_unscaled": 292.4373224671987, "train_class_error_unscaled": 10.897917402205021, "train_loss_bbox_unscaled": 0.0589751201289637, "train_loss_bbox_0_unscaled": 0.0869292899727898, "train_loss_bbox_1_unscaled": 0.0643870479165379, "train_loss_bbox_2_unscaled": 0.06022949845690205, "train_loss_bbox_3_unscaled": 0.059424518624059355, "train_loss_bbox_4_unscaled": 0.05950416209979642, "train_loss_ce_unscaled": 0.24539988115429878, "train_loss_ce_0_unscaled": 0.33354574495221806, "train_loss_ce_1_unscaled": 0.30955526267588906, "train_loss_ce_2_unscaled": 0.28215083009647157, "train_loss_ce_3_unscaled": 0.26200973396259425, "train_loss_ce_4_unscaled": 0.2483307259462408, "train_loss_giou_unscaled": 0.3211970201265291, "train_loss_giou_0_unscaled": 0.45250089540795435, "train_loss_giou_1_unscaled": 0.3492001018905275, "train_loss_giou_2_unscaled": 0.32805050137502795, "train_loss_giou_3_unscaled": 0.3241490829369663, "train_loss_giou_4_unscaled": 0.32422443613083474, "test_class_error": 10.447349319458008, "test_loss": 9.42427611541748, "test_loss_bbox": 0.27071407256126406, "test_loss_bbox_0": 0.4288990460395813, "test_loss_bbox_1": 0.30142812108993533, "test_loss_bbox_2": 0.2790412495851517, "test_loss_bbox_3": 0.27263235001564023, "test_loss_bbox_4": 0.27499865601062773, "test_loss_ce": 0.48877241473197935, "test_loss_ce_0": 0.6725607795715332, "test_loss_ce_1": 0.6267446305274963, "test_loss_ce_2": 0.5674434408187866, "test_loss_ce_3": 0.5262505467414856, "test_loss_ce_4": 0.4921500683784485, "test_loss_giou": 0.6306198791980744, "test_loss_giou_0": 0.9594028872013092, "test_loss_giou_1": 0.7085484476566315, "test_loss_giou_2": 0.6492717261791229, "test_loss_giou_3": 0.636728936290741, "test_loss_giou_4": 0.6380689069271087, "test_cardinality_error_unscaled": 292.098, "test_cardinality_error_0_unscaled": 292.3728, "test_cardinality_error_1_unscaled": 292.0956, "test_cardinality_error_2_unscaled": 292.1156, "test_cardinality_error_3_unscaled": 292.072, "test_cardinality_error_4_unscaled": 292.095, "test_class_error_unscaled": 10.447349319458008, "test_loss_bbox_unscaled": 0.05414281449019909, "test_loss_bbox_0_unscaled": 0.08577980911135674, "test_loss_bbox_1_unscaled": 0.06028562417626381, "test_loss_bbox_2_unscaled": 0.05580824989676476, "test_loss_bbox_3_unscaled": 0.054526470124721525, "test_loss_bbox_4_unscaled": 0.05499973115026951, "test_loss_ce_unscaled": 0.24438620736598968, "test_loss_ce_0_unscaled": 0.3362803897857666, "test_loss_ce_1_unscaled": 0.31337231526374815, "test_loss_ce_2_unscaled": 0.2837217204093933, "test_loss_ce_3_unscaled": 0.2631252733707428, "test_loss_ce_4_unscaled": 0.24607503418922425, "test_loss_giou_unscaled": 0.3153099395990372, "test_loss_giou_0_unscaled": 0.4797014436006546, "test_loss_giou_1_unscaled": 0.35427422382831575, "test_loss_giou_2_unscaled": 0.32463586308956144, "test_loss_giou_3_unscaled": 0.3183644681453705, "test_loss_giou_4_unscaled": 0.31903445346355436, "test_coco_eval_bbox": [0.3357642738190513, 0.5346418062236243, 0.35507823749854184, 0.17326907986915388, 0.37066313585218846, 0.48825869561820917, 0.2948440026911668, 0.47856632265256593, 0.5175058365604113, 0.2733086949848772, 0.5694357900531988, 0.745412197318706], "epoch": 9, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 10.586066888340687, "train_loss": 9.383443738939183, "train_loss_bbox": 0.2914557464508473, "train_loss_bbox_0": 0.4288587794957505, "train_loss_bbox_1": 0.3185939249762353, "train_loss_bbox_2": 0.29814055874282624, "train_loss_bbox_3": 0.29369601383845584, "train_loss_bbox_4": 0.2940848079291721, "train_loss_ce": 0.48122645629955113, "train_loss_ce_0": 0.6562732630668175, "train_loss_ce_1": 0.6073508547173291, "train_loss_ce_2": 0.5527057004806541, "train_loss_ce_3": 0.5144365232754798, "train_loss_ce_4": 0.48730133534340453, "train_loss_giou": 0.6362169623540216, "train_loss_giou_0": 0.8963108408153582, "train_loss_giou_1": 0.692405150687035, "train_loss_giou_2": 0.6500332450755439, "train_loss_giou_3": 0.642183003197596, "train_loss_giou_4": 0.6421705717824315, "train_cardinality_error_unscaled": 292.539336196402, "train_cardinality_error_0_unscaled": 292.55196638712295, "train_cardinality_error_1_unscaled": 292.65144393345054, "train_cardinality_error_2_unscaled": 292.6113722440146, "train_cardinality_error_3_unscaled": 292.62844920871095, "train_cardinality_error_4_unscaled": 292.5243727174354, "train_class_error_unscaled": 10.586066888340687, "train_loss_bbox_unscaled": 0.05829114927931054, "train_loss_bbox_0_unscaled": 0.08577175591184824, "train_loss_bbox_1_unscaled": 0.0637187849969351, "train_loss_bbox_2_unscaled": 0.05962811176065871, "train_loss_bbox_3_unscaled": 0.0587392027489715, "train_loss_bbox_4_unscaled": 0.05881696159591231, "train_loss_ce_unscaled": 0.24061322814977557, "train_loss_ce_0_unscaled": 0.3281366315334088, "train_loss_ce_1_unscaled": 0.30367542735866454, "train_loss_ce_2_unscaled": 0.2763528502403271, "train_loss_ce_3_unscaled": 0.2572182616377399, "train_loss_ce_4_unscaled": 0.24365066767170226, "train_loss_giou_unscaled": 0.3181084811770108, "train_loss_giou_0_unscaled": 0.4481554204076791, "train_loss_giou_1_unscaled": 0.3462025753435175, "train_loss_giou_2_unscaled": 0.32501662253777197, "train_loss_giou_3_unscaled": 0.321091501598798, "train_loss_giou_4_unscaled": 0.32108528589121577, "test_class_error": 10.796540340423585, "test_loss": 9.195233030700683, "test_loss_bbox": 0.26953173391819, "test_loss_bbox_0": 0.4022782769203186, "test_loss_bbox_1": 0.2933452205181122, "test_loss_bbox_2": 0.27085888419151305, "test_loss_bbox_3": 0.26825681195259093, "test_loss_bbox_4": 0.2708069968700409, "test_loss_ce": 0.4734703848600388, "test_loss_ce_0": 0.6544751215457916, "test_loss_ce_1": 0.603039436864853, "test_loss_ce_2": 0.5490178882598877, "test_loss_ce_3": 0.5080667829990387, "test_loss_ce_4": 0.4794523570537567, "test_loss_giou": 0.6292649375677108, "test_loss_giou_0": 0.9238560500144959, "test_loss_giou_1": 0.6900602308273316, "test_loss_giou_2": 0.6402161468982697, "test_loss_giou_3": 0.6342365747213363, "test_loss_giou_4": 0.6349991923570633, "test_cardinality_error_unscaled": 291.8176, "test_cardinality_error_0_unscaled": 291.7456, "test_cardinality_error_1_unscaled": 291.9566, "test_cardinality_error_2_unscaled": 292.045, "test_cardinality_error_3_unscaled": 291.775, "test_cardinality_error_4_unscaled": 291.7282, "test_class_error_unscaled": 10.796540340423585, "test_loss_bbox_unscaled": 0.05390634682476521, "test_loss_bbox_0_unscaled": 0.08045565549135208, "test_loss_bbox_1_unscaled": 0.05866904402375221, "test_loss_bbox_2_unscaled": 0.054171776854991915, "test_loss_bbox_3_unscaled": 0.05365136236846447, "test_loss_bbox_4_unscaled": 0.05416139943003655, "test_loss_ce_unscaled": 0.2367351924300194, "test_loss_ce_0_unscaled": 0.3272375607728958, "test_loss_ce_1_unscaled": 0.3015197184324265, "test_loss_ce_2_unscaled": 0.27450894412994387, "test_loss_ce_3_unscaled": 0.25403339149951937, "test_loss_ce_4_unscaled": 0.23972617852687836, "test_loss_giou_unscaled": 0.3146324687838554, "test_loss_giou_0_unscaled": 0.46192802500724794, "test_loss_giou_1_unscaled": 0.3450301154136658, "test_loss_giou_2_unscaled": 0.32010807344913483, "test_loss_giou_3_unscaled": 0.31711828736066816, "test_loss_giou_4_unscaled": 0.31749959617853163, "test_coco_eval_bbox": [0.34004645004581713, 0.5459881678789603, 0.3583168039578466, 0.16469428213725268, 0.37391586290328394, 0.4965997930140916, 0.2963346619601258, 0.4796092327736304, 0.5166962359590318, 0.2793275712853313, 0.5658189758770322, 0.724563674371438], "epoch": 10, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 10.249681024739727, "train_loss": 9.24426885917289, "train_loss_bbox": 0.2856289670153511, "train_loss_bbox_0": 0.4213762285310539, "train_loss_bbox_1": 0.3130184863814317, "train_loss_bbox_2": 0.2922138692774599, "train_loss_bbox_3": 0.2878139679078665, "train_loss_bbox_4": 0.2883179075713613, "train_loss_ce": 0.4715249416766438, "train_loss_ce_0": 0.644978959086653, "train_loss_ce_1": 0.5956219082435446, "train_loss_ce_2": 0.5429263749956907, "train_loss_ce_3": 0.50504677598102, "train_loss_ce_4": 0.47711798622468543, "train_loss_giou": 0.629626668819342, "train_loss_giou_0": 0.8890084714165047, "train_loss_giou_1": 0.685364171806166, "train_loss_giou_2": 0.6432121077492726, "train_loss_giou_3": 0.6355870906291304, "train_loss_giou_4": 0.6358839736884314, "train_cardinality_error_unscaled": 292.465465643176, "train_cardinality_error_0_unscaled": 292.62707121601517, "train_cardinality_error_1_unscaled": 292.6221087515217, "train_cardinality_error_2_unscaled": 292.5495316515623, "train_cardinality_error_3_unscaled": 292.5461585283376, "train_cardinality_error_4_unscaled": 292.38333558771814, "train_class_error_unscaled": 10.249681024739727, "train_loss_bbox_unscaled": 0.05712579340274269, "train_loss_bbox_0_unscaled": 0.08427524570908297, "train_loss_bbox_1_unscaled": 0.06260369729450212, "train_loss_bbox_2_unscaled": 0.05844277385057901, "train_loss_bbox_3_unscaled": 0.057562793579960844, "train_loss_bbox_4_unscaled": 0.057663581515456405, "train_loss_ce_unscaled": 0.2357624708383219, "train_loss_ce_0_unscaled": 0.3224894795433265, "train_loss_ce_1_unscaled": 0.2978109541217723, "train_loss_ce_2_unscaled": 0.27146318749784537, "train_loss_ce_3_unscaled": 0.25252338799051, "train_loss_ce_4_unscaled": 0.23855899311234272, "train_loss_giou_unscaled": 0.314813334409671, "train_loss_giou_0_unscaled": 0.44450423570825237, "train_loss_giou_1_unscaled": 0.342682085903083, "train_loss_giou_2_unscaled": 0.3216060538746363, "train_loss_giou_3_unscaled": 0.3177935453145652, "train_loss_giou_4_unscaled": 0.3179419868442157, "test_class_error": 10.50130343399048, "test_loss": 9.086114628601074, "test_loss_bbox": 0.2582891645312309, "test_loss_bbox_0": 0.40320010232925413, "test_loss_bbox_1": 0.29233672313690184, "test_loss_bbox_2": 0.2667508203983307, "test_loss_bbox_3": 0.2615876741886139, "test_loss_bbox_4": 0.261142285490036, "test_loss_ce": 0.4729563584089279, "test_loss_ce_0": 0.642447808933258, "test_loss_ce_1": 0.5910995876312256, "test_loss_ce_2": 0.5430014848709106, "test_loss_ce_3": 0.5050704563617706, "test_loss_ce_4": 0.47680581867694855, "test_loss_giou": 0.6155403700351715, "test_loss_giou_0": 0.92795562748909, "test_loss_giou_1": 0.6860729079246521, "test_loss_giou_2": 0.6349144251823425, "test_loss_giou_3": 0.624678057217598, "test_loss_giou_4": 0.6222649177789689, "test_cardinality_error_unscaled": 291.9168, "test_cardinality_error_0_unscaled": 292.2084, "test_cardinality_error_1_unscaled": 292.3052, "test_cardinality_error_2_unscaled": 292.0576, "test_cardinality_error_3_unscaled": 291.878, "test_cardinality_error_4_unscaled": 291.7766, "test_class_error_unscaled": 10.50130343399048, "test_loss_bbox_unscaled": 0.051657833006978036, "test_loss_bbox_0_unscaled": 0.08064002044796943, "test_loss_bbox_1_unscaled": 0.058467344731092455, "test_loss_bbox_2_unscaled": 0.0533501640856266, "test_loss_bbox_3_unscaled": 0.05231753479242325, "test_loss_bbox_4_unscaled": 0.05222845711410046, "test_loss_ce_unscaled": 0.23647817920446396, "test_loss_ce_0_unscaled": 0.321223904466629, "test_loss_ce_1_unscaled": 0.2955497938156128, "test_loss_ce_2_unscaled": 0.2715007424354553, "test_loss_ce_3_unscaled": 0.2525352281808853, "test_loss_ce_4_unscaled": 0.23840290933847427, "test_loss_giou_unscaled": 0.30777018501758574, "test_loss_giou_0_unscaled": 0.463977813744545, "test_loss_giou_1_unscaled": 0.34303645396232607, "test_loss_giou_2_unscaled": 0.31745721259117127, "test_loss_giou_3_unscaled": 0.312339028608799, "test_loss_giou_4_unscaled": 0.31113245888948443, "test_coco_eval_bbox": [0.3486813758907809, 0.5468811111350746, 0.3659924369932772, 0.17146976152974286, 0.38640526182691726, 0.4961412976451513, 0.3015534176405497, 0.4917573249655984, 0.5313745420166051, 0.28330830340390056, 0.5853686412323134, 0.7465213654594001], "epoch": 11, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 10.045654632170274, "train_loss": 9.154010076702132, "train_loss_bbox": 0.28240407805753287, "train_loss_bbox_0": 0.41776232415351433, "train_loss_bbox_1": 0.31046224027634245, "train_loss_bbox_2": 0.2901058023011678, "train_loss_bbox_3": 0.2852369028846643, "train_loss_bbox_4": 0.2853603996472512, "train_loss_ce": 0.4660143045358079, "train_loss_ce_0": 0.6386288639400384, "train_loss_ce_1": 0.5871832128405071, "train_loss_ce_2": 0.5364770709150105, "train_loss_ce_3": 0.49923753660702824, "train_loss_ce_4": 0.4719399327353544, "train_loss_giou": 0.6234252281949563, "train_loss_giou_0": 0.8822724697482807, "train_loss_giou_1": 0.679908981302119, "train_loss_giou_2": 0.6379874135624181, "train_loss_giou_3": 0.6299034167646991, "train_loss_giou_4": 0.6296998920199046, "train_cardinality_error_unscaled": 292.57275463276073, "train_cardinality_error_0_unscaled": 292.7131239009874, "train_cardinality_error_1_unscaled": 292.72636277559855, "train_cardinality_error_2_unscaled": 292.5783257811443, "train_cardinality_error_3_unscaled": 292.62339375084537, "train_cardinality_error_4_unscaled": 292.5463191532531, "train_class_error_unscaled": 10.045654632170274, "train_loss_bbox_unscaled": 0.05648081560742504, "train_loss_bbox_0_unscaled": 0.08355246483901711, "train_loss_bbox_1_unscaled": 0.06209244805111137, "train_loss_bbox_2_unscaled": 0.05802116046139252, "train_loss_bbox_3_unscaled": 0.05704738061228105, "train_loss_bbox_4_unscaled": 0.057072079927661404, "train_loss_ce_unscaled": 0.23300715226790394, "train_loss_ce_0_unscaled": 0.3193144319700192, "train_loss_ce_1_unscaled": 0.29359160642025356, "train_loss_ce_2_unscaled": 0.26823853545750526, "train_loss_ce_3_unscaled": 0.24961876830351412, "train_loss_ce_4_unscaled": 0.2359699663676772, "train_loss_giou_unscaled": 0.31171261409747814, "train_loss_giou_0_unscaled": 0.44113623487414033, "train_loss_giou_1_unscaled": 0.3399544906510595, "train_loss_giou_2_unscaled": 0.31899370678120903, "train_loss_giou_3_unscaled": 0.31495170838234954, "train_loss_giou_4_unscaled": 0.3148499460099523, "test_class_error": 10.26593293914795, "test_loss": 9.134257345581055, "test_loss_bbox": 0.26564668800830843, "test_loss_bbox_0": 0.4111365550518036, "test_loss_bbox_1": 0.30045369284152984, "test_loss_bbox_2": 0.2787427401661873, "test_loss_bbox_3": 0.27022429933547976, "test_loss_bbox_4": 0.26892709445953367, "test_loss_ce": 0.46196193442344663, "test_loss_ce_0": 0.628286430978775, "test_loss_ce_1": 0.5786049031734467, "test_loss_ce_2": 0.5220054817676544, "test_loss_ce_3": 0.49255442957878115, "test_loss_ce_4": 0.4657242984056473, "test_loss_giou": 0.6281253511667252, "test_loss_giou_0": 0.9326008283615113, "test_loss_giou_1": 0.7023404472351075, "test_loss_giou_2": 0.6522397670269012, "test_loss_giou_3": 0.6380528115510941, "test_loss_giou_4": 0.636629558801651, "test_cardinality_error_unscaled": 292.2548, "test_cardinality_error_0_unscaled": 292.195, "test_cardinality_error_1_unscaled": 292.1466, "test_cardinality_error_2_unscaled": 292.0358, "test_cardinality_error_3_unscaled": 291.9598, "test_cardinality_error_4_unscaled": 292.1496, "test_class_error_unscaled": 10.26593293914795, "test_loss_bbox_unscaled": 0.053129337653517725, "test_loss_bbox_0_unscaled": 0.08222731105089187, "test_loss_bbox_1_unscaled": 0.06009073861539364, "test_loss_bbox_2_unscaled": 0.05574854801595211, "test_loss_bbox_3_unscaled": 0.05404485984146595, "test_loss_bbox_4_unscaled": 0.053785418993234635, "test_loss_ce_unscaled": 0.23098096721172331, "test_loss_ce_0_unscaled": 0.3141432154893875, "test_loss_ce_1_unscaled": 0.28930245158672335, "test_loss_ce_2_unscaled": 0.2610027408838272, "test_loss_ce_3_unscaled": 0.24627721478939057, "test_loss_ce_4_unscaled": 0.23286214920282364, "test_loss_giou_unscaled": 0.3140626755833626, "test_loss_giou_0_unscaled": 0.46630041418075563, "test_loss_giou_1_unscaled": 0.35117022361755373, "test_loss_giou_2_unscaled": 0.3261198835134506, "test_loss_giou_3_unscaled": 0.31902640577554703, "test_loss_giou_4_unscaled": 0.3183147794008255, "test_coco_eval_bbox": [0.3522875863047014, 0.5538534085151512, 0.36969009223118615, 0.17232312583061316, 0.3855836626320779, 0.5133619193077597, 0.3045982702433187, 0.4930923038890393, 0.5281176928130492, 0.283427556518263, 0.5783141851548662, 0.757606171422706], "epoch": 12, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 9.792136301291935, "train_loss": 9.078716336898772, "train_loss_bbox": 0.2793974938549088, "train_loss_bbox_0": 0.4154988915226012, "train_loss_bbox_1": 0.30827121256655277, "train_loss_bbox_2": 0.28770762023975927, "train_loss_bbox_3": 0.2826469380639813, "train_loss_bbox_4": 0.2824076306184203, "train_loss_ce": 0.4592340480706035, "train_loss_ce_0": 0.6337514311401734, "train_loss_ce_1": 0.5796079986370837, "train_loss_ce_2": 0.52781527158466, "train_loss_ce_3": 0.4915472755910788, "train_loss_ce_4": 0.4649255832710883, "train_loss_giou": 0.6201148605314027, "train_loss_giou_0": 0.8793689781349179, "train_loss_giou_1": 0.677004896875294, "train_loss_giou_2": 0.6355629327267219, "train_loss_giou_3": 0.6272815284525188, "train_loss_giou_4": 0.6265717467201687, "train_cardinality_error_unscaled": 292.67158967942646, "train_cardinality_error_0_unscaled": 292.61325747328556, "train_cardinality_error_1_unscaled": 292.72093534424454, "train_cardinality_error_2_unscaled": 292.65166373596645, "train_cardinality_error_3_unscaled": 292.70156736101717, "train_cardinality_error_4_unscaled": 292.6309346679291, "train_class_error_unscaled": 9.792136301291935, "train_loss_bbox_unscaled": 0.05587949877788512, "train_loss_bbox_0_unscaled": 0.08309977829212445, "train_loss_bbox_1_unscaled": 0.06165424250413967, "train_loss_bbox_2_unscaled": 0.05754152404974068, "train_loss_bbox_3_unscaled": 0.056529387631263986, "train_loss_bbox_4_unscaled": 0.05648152612113939, "train_loss_ce_unscaled": 0.22961702403530174, "train_loss_ce_0_unscaled": 0.3168757155700867, "train_loss_ce_1_unscaled": 0.28980399931854184, "train_loss_ce_2_unscaled": 0.26390763579233, "train_loss_ce_3_unscaled": 0.2457736377955394, "train_loss_ce_4_unscaled": 0.23246279163554415, "train_loss_giou_unscaled": 0.3100574302657014, "train_loss_giou_0_unscaled": 0.43968448906745894, "train_loss_giou_1_unscaled": 0.338502448437647, "train_loss_giou_2_unscaled": 0.31778146636336096, "train_loss_giou_3_unscaled": 0.3136407642262594, "train_loss_giou_4_unscaled": 0.31328587336008434, "test_class_error": 10.307434879302978, "test_loss": 9.089147887420655, "test_loss_bbox": 0.26537424335479737, "test_loss_bbox_0": 0.4037552788734436, "test_loss_bbox_1": 0.2981153087615967, "test_loss_bbox_2": 0.2744060718297958, "test_loss_bbox_3": 0.2689006317615509, "test_loss_bbox_4": 0.26856833556890486, "test_loss_ce": 0.4605444767475128, "test_loss_ce_0": 0.6279769415378571, "test_loss_ce_1": 0.5765084379673004, "test_loss_ce_2": 0.5252751987457276, "test_loss_ce_3": 0.4887700244665146, "test_loss_ce_4": 0.46580218527317047, "test_loss_giou": 0.6280809762716293, "test_loss_giou_0": 0.9260871553421021, "test_loss_giou_1": 0.6928861793041229, "test_loss_giou_2": 0.6451010334730148, "test_loss_giou_3": 0.6371269665002823, "test_loss_giou_4": 0.6358684238910675, "test_cardinality_error_unscaled": 292.0034, "test_cardinality_error_0_unscaled": 292.3798, "test_cardinality_error_1_unscaled": 292.1646, "test_cardinality_error_2_unscaled": 292.0052, "test_cardinality_error_3_unscaled": 291.9156, "test_cardinality_error_4_unscaled": 291.7138, "test_class_error_unscaled": 10.307434879302978, "test_loss_bbox_unscaled": 0.05307484873533249, "test_loss_bbox_0_unscaled": 0.08075105583071708, "test_loss_bbox_1_unscaled": 0.059623061776161196, "test_loss_bbox_2_unscaled": 0.05488121431171894, "test_loss_bbox_3_unscaled": 0.05378012638688087, "test_loss_bbox_4_unscaled": 0.05371366706192494, "test_loss_ce_unscaled": 0.2302722383737564, "test_loss_ce_0_unscaled": 0.31398847076892855, "test_loss_ce_1_unscaled": 0.2882542189836502, "test_loss_ce_2_unscaled": 0.2626375993728638, "test_loss_ce_3_unscaled": 0.2443850122332573, "test_loss_ce_4_unscaled": 0.23290109263658523, "test_loss_giou_unscaled": 0.31404048813581464, "test_loss_giou_0_unscaled": 0.46304357767105103, "test_loss_giou_1_unscaled": 0.34644308965206144, "test_loss_giou_2_unscaled": 0.3225505167365074, "test_loss_giou_3_unscaled": 0.31856348325014117, "test_loss_giou_4_unscaled": 0.31793421194553373, "test_coco_eval_bbox": [0.3508997211062559, 0.5542505407036997, 0.36574799910649136, 0.17566386174211326, 0.3852882082041556, 0.5103756762519018, 0.3031291652502888, 0.490367643399537, 0.5270441406436538, 0.2745035122939848, 0.5795478055306182, 0.757333700450383], "epoch": 13, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 9.562914279451167, "train_loss": 8.966362969310651, "train_loss_bbox": 0.27584284111347473, "train_loss_bbox_0": 0.40901180788679115, "train_loss_bbox_1": 0.3041130934955181, "train_loss_bbox_2": 0.2839769548820285, "train_loss_bbox_3": 0.27892223868786636, "train_loss_bbox_4": 0.2787643993608719, "train_loss_ce": 0.4535147431972311, "train_loss_ce_0": 0.6273329295394354, "train_loss_ce_1": 0.5721677784347798, "train_loss_ce_2": 0.5206065245388922, "train_loss_ce_3": 0.48546269552344545, "train_loss_ce_4": 0.4590034585450654, "train_loss_giou": 0.6124647446102708, "train_loss_giou_0": 0.8706775368243581, "train_loss_giou_1": 0.6688236782515499, "train_loss_giou_2": 0.6274391927321886, "train_loss_giou_3": 0.6194091221877224, "train_loss_giou_4": 0.6188292231949405, "train_cardinality_error_unscaled": 292.5989364939808, "train_cardinality_error_0_unscaled": 292.70243811713783, "train_cardinality_error_1_unscaled": 292.70794163397807, "train_cardinality_error_2_unscaled": 292.67973082645744, "train_cardinality_error_3_unscaled": 292.6262089138374, "train_cardinality_error_4_unscaled": 292.5114043689977, "train_class_error_unscaled": 9.562914279451167, "train_loss_bbox_unscaled": 0.055168568205159425, "train_loss_bbox_0_unscaled": 0.08180236156355153, "train_loss_bbox_1_unscaled": 0.060822618687236915, "train_loss_bbox_2_unscaled": 0.05679539097446571, "train_loss_bbox_3_unscaled": 0.055784447742083125, "train_loss_bbox_4_unscaled": 0.055752879880513834, "train_loss_ce_unscaled": 0.22675737159861556, "train_loss_ce_0_unscaled": 0.3136664647697177, "train_loss_ce_1_unscaled": 0.2860838892173899, "train_loss_ce_2_unscaled": 0.2603032622694461, "train_loss_ce_3_unscaled": 0.24273134776172273, "train_loss_ce_4_unscaled": 0.2295017292725327, "train_loss_giou_unscaled": 0.3062323723051354, "train_loss_giou_0_unscaled": 0.43533876841217906, "train_loss_giou_1_unscaled": 0.33441183912577493, "train_loss_giou_2_unscaled": 0.3137195963660943, "train_loss_giou_3_unscaled": 0.3097045610938612, "train_loss_giou_4_unscaled": 0.30941461159747025, "test_class_error": 10.13018052520752, "test_loss": 8.887994931793212, "test_loss_bbox": 0.26137991797924043, "test_loss_bbox_0": 0.3845669697523117, "test_loss_bbox_1": 0.28231649758815763, "test_loss_bbox_2": 0.26383592048883436, "test_loss_bbox_3": 0.25974980070590975, "test_loss_bbox_4": 0.2639739668726921, "test_loss_ce": 0.4468820671796799, "test_loss_ce_0": 0.6242878255844116, "test_loss_ce_1": 0.5686280615329743, "test_loss_ce_2": 0.5135864696502686, "test_loss_ce_3": 0.477902126455307, "test_loss_ce_4": 0.4525391371965408, "test_loss_giou": 0.6190214657783508, "test_loss_giou_0": 0.9124891981601715, "test_loss_giou_1": 0.6792198288440704, "test_loss_giou_2": 0.6308825080871582, "test_loss_giou_3": 0.6201897935152054, "test_loss_giou_4": 0.6265433630228042, "test_cardinality_error_unscaled": 291.5936, "test_cardinality_error_0_unscaled": 292.0652, "test_cardinality_error_1_unscaled": 291.9138, "test_cardinality_error_2_unscaled": 291.6628, "test_cardinality_error_3_unscaled": 291.6288, "test_cardinality_error_4_unscaled": 291.4894, "test_class_error_unscaled": 10.13018052520752, "test_loss_bbox_unscaled": 0.05227598353624344, "test_loss_bbox_0_unscaled": 0.07691339405179023, "test_loss_bbox_1_unscaled": 0.05646329952180386, "test_loss_bbox_2_unscaled": 0.0527671841353178, "test_loss_bbox_3_unscaled": 0.05194996025264263, "test_loss_bbox_4_unscaled": 0.05279479339420796, "test_loss_ce_unscaled": 0.22344103358983994, "test_loss_ce_0_unscaled": 0.3121439127922058, "test_loss_ce_1_unscaled": 0.28431403076648715, "test_loss_ce_2_unscaled": 0.2567932348251343, "test_loss_ce_3_unscaled": 0.2389510632276535, "test_loss_ce_4_unscaled": 0.2262695685982704, "test_loss_giou_unscaled": 0.3095107328891754, "test_loss_giou_0_unscaled": 0.45624459908008574, "test_loss_giou_1_unscaled": 0.3396099144220352, "test_loss_giou_2_unscaled": 0.3154412540435791, "test_loss_giou_3_unscaled": 0.3100948967576027, "test_loss_giou_4_unscaled": 0.3132716815114021, "test_coco_eval_bbox": [0.3535071886548743, 0.565358877922193, 0.3674899242421995, 0.18047708655529673, 0.38693987891948367, 0.517015362592912, 0.30562438825103977, 0.49529837021722356, 0.5320581350574806, 0.2870053795129248, 0.5830971148320501, 0.7540723895287226], "epoch": 14, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 9.402793677688758, "train_loss": 8.887241380262742, "train_loss_bbox": 0.27368433571859124, "train_loss_bbox_0": 0.40541706577167125, "train_loss_bbox_1": 0.3012702122600753, "train_loss_bbox_2": 0.28180964581893114, "train_loss_bbox_3": 0.2765724108688333, "train_loss_bbox_4": 0.27675152716289736, "train_loss_ce": 0.44729880410228035, "train_loss_ce_0": 0.621243588143654, "train_loss_ce_1": 0.5655478012407809, "train_loss_ce_2": 0.5146205282358037, "train_loss_ce_3": 0.4799955521838584, "train_loss_ce_4": 0.4530129986871213, "train_loss_giou": 0.6088610110673678, "train_loss_giou_0": 0.8639871665166612, "train_loss_giou_1": 0.6635279753655458, "train_loss_giou_2": 0.6233554690699366, "train_loss_giou_3": 0.6152311634682003, "train_loss_giou_4": 0.6150541231096653, "train_cardinality_error_unscaled": 292.5955971865278, "train_cardinality_error_0_unscaled": 292.80833220614096, "train_cardinality_error_1_unscaled": 292.80442648451236, "train_cardinality_error_2_unscaled": 292.67492053293654, "train_cardinality_error_3_unscaled": 292.63935479507643, "train_cardinality_error_4_unscaled": 292.61743372108754, "train_class_error_unscaled": 9.402793677688758, "train_loss_bbox_unscaled": 0.054736867140140595, "train_loss_bbox_0_unscaled": 0.08108341315352802, "train_loss_bbox_1_unscaled": 0.06025404245002468, "train_loss_bbox_2_unscaled": 0.05636192918371524, "train_loss_bbox_3_unscaled": 0.055314482165905905, "train_loss_bbox_4_unscaled": 0.05535030543948283, "train_loss_ce_unscaled": 0.22364940205114017, "train_loss_ce_0_unscaled": 0.310621794071827, "train_loss_ce_1_unscaled": 0.28277390062039043, "train_loss_ce_2_unscaled": 0.25731026411790187, "train_loss_ce_3_unscaled": 0.2399977760919292, "train_loss_ce_4_unscaled": 0.22650649934356065, "train_loss_giou_unscaled": 0.3044305055336839, "train_loss_giou_0_unscaled": 0.4319935832583306, "train_loss_giou_1_unscaled": 0.3317639876827729, "train_loss_giou_2_unscaled": 0.3116777345349683, "train_loss_giou_3_unscaled": 0.30761558173410014, "train_loss_giou_4_unscaled": 0.30752706155483267, "test_class_error": 10.016588316345215, "test_loss": 8.905539176940918, "test_loss_bbox": 0.25794235591888426, "test_loss_bbox_0": 0.38915948729515076, "test_loss_bbox_1": 0.2835639503002167, "test_loss_bbox_2": 0.26549394409656524, "test_loss_bbox_3": 0.2598001569032669, "test_loss_bbox_4": 0.2614239448189735, "test_loss_ce": 0.45127968909740446, "test_loss_ce_0": 0.6271254215240478, "test_loss_ce_1": 0.5747177627086639, "test_loss_ce_2": 0.5213855828285218, "test_loss_ce_3": 0.48563041017055514, "test_loss_ce_4": 0.45625252301692965, "test_loss_giou": 0.6124526309013367, "test_loss_giou_0": 0.9144723566532135, "test_loss_giou_1": 0.6748538145065308, "test_loss_giou_2": 0.6301498230457306, "test_loss_giou_3": 0.6192162371397019, "test_loss_giou_4": 0.6206190999746323, "test_cardinality_error_unscaled": 292.2168, "test_cardinality_error_0_unscaled": 292.2864, "test_cardinality_error_1_unscaled": 292.3784, "test_cardinality_error_2_unscaled": 292.2844, "test_cardinality_error_3_unscaled": 292.2816, "test_cardinality_error_4_unscaled": 292.2108, "test_class_error_unscaled": 10.016588316345215, "test_loss_bbox_unscaled": 0.051588471084833144, "test_loss_bbox_0_unscaled": 0.07783189744949341, "test_loss_bbox_1_unscaled": 0.05671279000639916, "test_loss_bbox_2_unscaled": 0.0530987888276577, "test_loss_bbox_3_unscaled": 0.05196003140211106, "test_loss_bbox_4_unscaled": 0.05228478899002075, "test_loss_ce_unscaled": 0.22563984454870223, "test_loss_ce_0_unscaled": 0.3135627107620239, "test_loss_ce_1_unscaled": 0.28735888135433196, "test_loss_ce_2_unscaled": 0.2606927914142609, "test_loss_ce_3_unscaled": 0.24281520508527757, "test_loss_ce_4_unscaled": 0.22812626150846482, "test_loss_giou_unscaled": 0.30622631545066836, "test_loss_giou_0_unscaled": 0.45723617832660673, "test_loss_giou_1_unscaled": 0.3374269072532654, "test_loss_giou_2_unscaled": 0.3150749115228653, "test_loss_giou_3_unscaled": 0.30960811856985093, "test_loss_giou_4_unscaled": 0.31030954998731614, "test_coco_eval_bbox": [0.35746180643249953, 0.5651655072273378, 0.3748249084866064, 0.19693103243061794, 0.39032801514181675, 0.5131783050193917, 0.30616693452055344, 0.4968417364557767, 0.5336454343044649, 0.3043893644802184, 0.5824371209063292, 0.7443889127056539], "epoch": 15, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 9.197303291297839, "train_loss": 8.805407874287182, "train_loss_bbox": 0.2702446338724021, "train_loss_bbox_0": 0.40156152964557407, "train_loss_bbox_1": 0.29808604300130964, "train_loss_bbox_2": 0.27893265994082006, "train_loss_bbox_3": 0.2734712810362287, "train_loss_bbox_4": 0.2735015335095343, "train_loss_ce": 0.4432296284086308, "train_loss_ce_0": 0.6190623540013532, "train_loss_ce_1": 0.5623356859093507, "train_loss_ce_2": 0.5095997692287234, "train_loss_ce_3": 0.4753713216085879, "train_loss_ce_4": 0.44819923963492975, "train_loss_giou": 0.6027635308218134, "train_loss_giou_0": 0.8559031322987464, "train_loss_giou_1": 0.6568454667375582, "train_loss_giou_2": 0.6175411299554321, "train_loss_giou_3": 0.609553644102811, "train_loss_giou_4": 0.6092052823719936, "train_cardinality_error_unscaled": 292.5593635871771, "train_cardinality_error_0_unscaled": 292.7988130664142, "train_cardinality_error_1_unscaled": 292.8758792100636, "train_cardinality_error_2_unscaled": 292.73727681590697, "train_cardinality_error_3_unscaled": 292.7639659137021, "train_cardinality_error_4_unscaled": 292.5084793047477, "train_class_error_unscaled": 9.197303291297839, "train_loss_bbox_unscaled": 0.05404892677196095, "train_loss_bbox_0_unscaled": 0.08031230592961872, "train_loss_bbox_1_unscaled": 0.05961720860451984, "train_loss_bbox_2_unscaled": 0.05578653197322355, "train_loss_bbox_3_unscaled": 0.05469425619212891, "train_loss_bbox_4_unscaled": 0.054700306704149194, "train_loss_ce_unscaled": 0.2216148142043154, "train_loss_ce_0_unscaled": 0.3095311770006766, "train_loss_ce_1_unscaled": 0.28116784295467534, "train_loss_ce_2_unscaled": 0.2547998846143617, "train_loss_ce_3_unscaled": 0.23768566080429396, "train_loss_ce_4_unscaled": 0.22409961981746487, "train_loss_giou_unscaled": 0.3013817654109067, "train_loss_giou_0_unscaled": 0.4279515661493732, "train_loss_giou_1_unscaled": 0.3284227333687791, "train_loss_giou_2_unscaled": 0.30877056497771604, "train_loss_giou_3_unscaled": 0.3047768220514055, "train_loss_giou_4_unscaled": 0.3046026411859968, "test_class_error": 9.874590228271485, "test_loss": 8.80354878768921, "test_loss_bbox": 0.2507049901008606, "test_loss_bbox_0": 0.3764971801280975, "test_loss_bbox_1": 0.2802160068273544, "test_loss_bbox_2": 0.258765194773674, "test_loss_bbox_3": 0.2545991354942322, "test_loss_bbox_4": 0.2530806519269943, "test_loss_ce": 0.4542420525074005, "test_loss_ce_0": 0.6184883100032806, "test_loss_ce_1": 0.5695154747962952, "test_loss_ce_2": 0.5212180394172669, "test_loss_ce_3": 0.47975567073822023, "test_loss_ce_4": 0.4595246731996536, "test_loss_giou": 0.6026622487783432, "test_loss_giou_0": 0.9069047397136688, "test_loss_giou_1": 0.6730062653779983, "test_loss_giou_2": 0.6189877301216126, "test_loss_giou_3": 0.6146337986469269, "test_loss_giou_4": 0.610746613407135, "test_cardinality_error_unscaled": 292.0208, "test_cardinality_error_0_unscaled": 292.203, "test_cardinality_error_1_unscaled": 292.3466, "test_cardinality_error_2_unscaled": 292.2692, "test_cardinality_error_3_unscaled": 292.215, "test_cardinality_error_4_unscaled": 292.1206, "test_class_error_unscaled": 9.874590228271485, "test_loss_bbox_unscaled": 0.050140998142957686, "test_loss_bbox_0_unscaled": 0.07529943609833717, "test_loss_bbox_1_unscaled": 0.056043201413750646, "test_loss_bbox_2_unscaled": 0.05175303898155689, "test_loss_bbox_3_unscaled": 0.050919827085733414, "test_loss_bbox_4_unscaled": 0.050616130438446996, "test_loss_ce_unscaled": 0.22712102625370026, "test_loss_ce_0_unscaled": 0.3092441550016403, "test_loss_ce_1_unscaled": 0.2847577373981476, "test_loss_ce_2_unscaled": 0.2606090197086334, "test_loss_ce_3_unscaled": 0.23987783536911012, "test_loss_ce_4_unscaled": 0.2297623365998268, "test_loss_giou_unscaled": 0.3013311243891716, "test_loss_giou_0_unscaled": 0.4534523698568344, "test_loss_giou_1_unscaled": 0.3365031326889992, "test_loss_giou_2_unscaled": 0.3094938650608063, "test_loss_giou_3_unscaled": 0.30731689932346345, "test_loss_giou_4_unscaled": 0.3053733067035675, "test_coco_eval_bbox": [0.3596514491540787, 0.5658881241712146, 0.37730619295913354, 0.18446184673088417, 0.3931443934134957, 0.5226439705713404, 0.3088671199239819, 0.5007571905891559, 0.540270135585426, 0.2976418109040133, 0.5861864769825378, 0.7679553146674233], "epoch": 16, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 9.09617075883986, "train_loss": 8.75289156423053, "train_loss_bbox": 0.2687805638102222, "train_loss_bbox_0": 0.3975040862430227, "train_loss_bbox_1": 0.29648274070904895, "train_loss_bbox_2": 0.2778569081777788, "train_loss_bbox_3": 0.27243905603970303, "train_loss_bbox_4": 0.2720544863561284, "train_loss_ce": 0.43919457859729666, "train_loss_ce_0": 0.6140479452834471, "train_loss_ce_1": 0.5554577740110597, "train_loss_ce_2": 0.5031528249423284, "train_loss_ce_3": 0.46999088022542973, "train_loss_ce_4": 0.4442894946983827, "train_loss_giou": 0.6011578981133109, "train_loss_giou_0": 0.8516834318621723, "train_loss_giou_1": 0.6552627579871266, "train_loss_giou_2": 0.6170540105545939, "train_loss_giou_3": 0.6085922017322654, "train_loss_giou_4": 0.6078899248625217, "train_cardinality_error_unscaled": 292.57801298525635, "train_cardinality_error_0_unscaled": 292.6179916813202, "train_cardinality_error_1_unscaled": 292.81083457324496, "train_cardinality_error_2_unscaled": 292.64467232517245, "train_cardinality_error_3_unscaled": 292.68858210469364, "train_cardinality_error_4_unscaled": 292.52929291221426, "train_class_error_unscaled": 9.09617075883986, "train_loss_bbox_unscaled": 0.053756112765672485, "train_loss_bbox_0_unscaled": 0.07950081727767924, "train_loss_bbox_1_unscaled": 0.05929654812228389, "train_loss_bbox_2_unscaled": 0.0555713816277454, "train_loss_bbox_3_unscaled": 0.054487811213155914, "train_loss_bbox_4_unscaled": 0.054410897278985654, "train_loss_ce_unscaled": 0.21959728929864833, "train_loss_ce_0_unscaled": 0.30702397264172354, "train_loss_ce_1_unscaled": 0.27772888700552983, "train_loss_ce_2_unscaled": 0.2515764124711642, "train_loss_ce_3_unscaled": 0.23499544011271487, "train_loss_ce_4_unscaled": 0.22214474734919135, "train_loss_giou_unscaled": 0.30057894905665544, "train_loss_giou_0_unscaled": 0.42584171593108616, "train_loss_giou_1_unscaled": 0.3276313789935633, "train_loss_giou_2_unscaled": 0.30852700527729693, "train_loss_giou_3_unscaled": 0.3042961008661327, "train_loss_giou_4_unscaled": 0.30394496243126085, "test_class_error": 10.047364376831055, "test_loss": 8.763599336242676, "test_loss_bbox": 0.25253881014585494, "test_loss_bbox_0": 0.37566410088539126, "test_loss_bbox_1": 0.2800762486934662, "test_loss_bbox_2": 0.26034624294042585, "test_loss_bbox_3": 0.25490794723033905, "test_loss_bbox_4": 0.25554840989112854, "test_loss_ce": 0.4503432200670242, "test_loss_ce_0": 0.6091631505966186, "test_loss_ce_1": 0.5573094485759735, "test_loss_ce_2": 0.5083175954580307, "test_loss_ce_3": 0.47838691146373746, "test_loss_ce_4": 0.45483643486499786, "test_loss_giou": 0.6044528211832046, "test_loss_giou_0": 0.9040952237606048, "test_loss_giou_1": 0.6742984678983688, "test_loss_giou_2": 0.6220409785032273, "test_loss_giou_3": 0.6111436217546463, "test_loss_giou_4": 0.610129717540741, "test_cardinality_error_unscaled": 292.3606, "test_cardinality_error_0_unscaled": 292.405, "test_cardinality_error_1_unscaled": 292.4522, "test_cardinality_error_2_unscaled": 292.3922, "test_cardinality_error_3_unscaled": 292.298, "test_cardinality_error_4_unscaled": 292.0974, "test_class_error_unscaled": 10.047364376831055, "test_loss_bbox_unscaled": 0.05050776206254959, "test_loss_bbox_0_unscaled": 0.07513282014727593, "test_loss_bbox_1_unscaled": 0.056015249583125114, "test_loss_bbox_2_unscaled": 0.05206924856901169, "test_loss_bbox_3_unscaled": 0.05098158947825432, "test_loss_bbox_4_unscaled": 0.05110968200862408, "test_loss_ce_unscaled": 0.2251716100335121, "test_loss_ce_0_unscaled": 0.3045815752983093, "test_loss_ce_1_unscaled": 0.27865472428798677, "test_loss_ce_2_unscaled": 0.25415879772901534, "test_loss_ce_3_unscaled": 0.23919345573186873, "test_loss_ce_4_unscaled": 0.22741821743249893, "test_loss_giou_unscaled": 0.3022264105916023, "test_loss_giou_0_unscaled": 0.4520476118803024, "test_loss_giou_1_unscaled": 0.3371492339491844, "test_loss_giou_2_unscaled": 0.31102048925161363, "test_loss_giou_3_unscaled": 0.30557181087732316, "test_loss_giou_4_unscaled": 0.3050648587703705, "test_coco_eval_bbox": [0.3680106103572888, 0.5774898706190329, 0.38744487194490457, 0.19352657271920734, 0.4015913142220427, 0.53133061212426, 0.31241364777352276, 0.5101945481144976, 0.5468658268731176, 0.30265876258077673, 0.5963677640493267, 0.7730945803395473], "epoch": 17, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 8.917255223402067, "train_loss": 8.685664445964019, "train_loss_bbox": 0.2663661244756295, "train_loss_bbox_0": 0.39487109007559495, "train_loss_bbox_1": 0.2938120536099029, "train_loss_bbox_2": 0.2747278384411833, "train_loss_bbox_3": 0.2698278167482426, "train_loss_bbox_4": 0.2696432294509222, "train_loss_ce": 0.4339478783955452, "train_loss_ce_0": 0.6114051266285268, "train_loss_ce_1": 0.5497065859582352, "train_loss_ce_2": 0.4986206815332017, "train_loss_ce_3": 0.46413604592750507, "train_loss_ce_4": 0.43874400290152255, "train_loss_giou": 0.5975741913914278, "train_loss_giou_0": 0.8493081915206037, "train_loss_giou_1": 0.6512876760829822, "train_loss_giou_2": 0.6126225235601506, "train_loss_giou_3": 0.6049289400669778, "train_loss_giou_4": 0.6041344533308214, "train_cardinality_error_unscaled": 292.66525767618015, "train_cardinality_error_0_unscaled": 292.67612099283104, "train_cardinality_error_1_unscaled": 292.7707544298661, "train_cardinality_error_2_unscaled": 292.65839307452995, "train_cardinality_error_3_unscaled": 292.5824597592317, "train_cardinality_error_4_unscaled": 292.4818240227242, "train_class_error_unscaled": 8.917255223402067, "train_loss_bbox_unscaled": 0.05327322490560691, "train_loss_bbox_0_unscaled": 0.07897421804817445, "train_loss_bbox_1_unscaled": 0.0587624107557667, "train_loss_bbox_2_unscaled": 0.05494556768551564, "train_loss_bbox_3_unscaled": 0.053965563337882584, "train_loss_bbox_4_unscaled": 0.053928645901748805, "train_loss_ce_unscaled": 0.2169739391977726, "train_loss_ce_0_unscaled": 0.3057025633142634, "train_loss_ce_1_unscaled": 0.2748532929791176, "train_loss_ce_2_unscaled": 0.24931034076660086, "train_loss_ce_3_unscaled": 0.23206802296375253, "train_loss_ce_4_unscaled": 0.21937200145076127, "train_loss_giou_unscaled": 0.2987870956957139, "train_loss_giou_0_unscaled": 0.42465409576030183, "train_loss_giou_1_unscaled": 0.3256438380414911, "train_loss_giou_2_unscaled": 0.3063112617800753, "train_loss_giou_3_unscaled": 0.3024644700334889, "train_loss_giou_4_unscaled": 0.3020672266654107, "test_class_error": 9.713329499816895, "test_loss": 8.757183097076416, "test_loss_bbox": 0.2516973253488541, "test_loss_bbox_0": 0.3845648646354675, "test_loss_bbox_1": 0.2803895751953125, "test_loss_bbox_2": 0.26219439420700075, "test_loss_bbox_3": 0.25605331007242205, "test_loss_bbox_4": 0.25463093888759614, "test_loss_ce": 0.4492288860082626, "test_loss_ce_0": 0.6204869591712951, "test_loss_ce_1": 0.568047631072998, "test_loss_ce_2": 0.5195893005132676, "test_loss_ce_3": 0.47679637544155123, "test_loss_ce_4": 0.45084506590366363, "test_loss_giou": 0.5973753976583481, "test_loss_giou_0": 0.8964549513816833, "test_loss_giou_1": 0.6629461052179336, "test_loss_giou_2": 0.6149099375486374, "test_loss_giou_3": 0.606068589091301, "test_loss_giou_4": 0.6049034650325775, "test_cardinality_error_unscaled": 292.1468, "test_cardinality_error_0_unscaled": 292.1612, "test_cardinality_error_1_unscaled": 292.3914, "test_cardinality_error_2_unscaled": 292.2926, "test_cardinality_error_3_unscaled": 292.1032, "test_cardinality_error_4_unscaled": 292.1508, "test_class_error_unscaled": 9.713329499816895, "test_loss_bbox_unscaled": 0.05033946506679058, "test_loss_bbox_0_unscaled": 0.07691297298669815, "test_loss_bbox_1_unscaled": 0.05607791504263878, "test_loss_bbox_2_unscaled": 0.05243887890875339, "test_loss_bbox_3_unscaled": 0.05121066202223301, "test_loss_bbox_4_unscaled": 0.05092618778049946, "test_loss_ce_unscaled": 0.2246144430041313, "test_loss_ce_0_unscaled": 0.3102434795856476, "test_loss_ce_1_unscaled": 0.284023815536499, "test_loss_ce_2_unscaled": 0.2597946502566338, "test_loss_ce_3_unscaled": 0.23839818772077562, "test_loss_ce_4_unscaled": 0.22542253295183182, "test_loss_giou_unscaled": 0.29868769882917406, "test_loss_giou_0_unscaled": 0.44822747569084165, "test_loss_giou_1_unscaled": 0.3314730526089668, "test_loss_giou_2_unscaled": 0.3074549687743187, "test_loss_giou_3_unscaled": 0.3030342945456505, "test_loss_giou_4_unscaled": 0.30245173251628876, "test_coco_eval_bbox": [0.3691943505487343, 0.5750680200012327, 0.38717831097997835, 0.18627797650926806, 0.402474539551337, 0.5279213178820954, 0.31210974774303146, 0.5072982501225745, 0.5453845133248978, 0.304674286921411, 0.5922616935270143, 0.7598709709038767], "epoch": 18, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 8.806326814647877, "train_loss": 8.62830195884235, "train_loss_bbox": 0.2655735219921123, "train_loss_bbox_0": 0.39115143706398503, "train_loss_bbox_1": 0.29280855697231367, "train_loss_bbox_2": 0.274121705147385, "train_loss_bbox_3": 0.2688521663341497, "train_loss_bbox_4": 0.2685452390940356, "train_loss_ce": 0.42915820200527843, "train_loss_ce_0": 0.6032431136444362, "train_loss_ce_1": 0.541973084075298, "train_loss_ce_2": 0.49137528862889335, "train_loss_ce_3": 0.45848867648588404, "train_loss_ce_4": 0.4341007060153783, "train_loss_giou": 0.5966006094098785, "train_loss_giou_0": 0.8443582104855359, "train_loss_giou_1": 0.6497617242279595, "train_loss_giou_2": 0.6119877783342013, "train_loss_giou_3": 0.6034928617771449, "train_loss_giou_4": 0.6027090790864581, "train_cardinality_error_unscaled": 292.52188725821725, "train_cardinality_error_0_unscaled": 292.58032936561614, "train_cardinality_error_1_unscaled": 292.5351345867713, "train_cardinality_error_2_unscaled": 292.60126978222644, "train_cardinality_error_3_unscaled": 292.4193578384959, "train_cardinality_error_4_unscaled": 292.4244471121331, "train_class_error_unscaled": 8.806326814647877, "train_loss_bbox_unscaled": 0.05311470438990665, "train_loss_bbox_0_unscaled": 0.07823028739395135, "train_loss_bbox_1_unscaled": 0.05856171140418789, "train_loss_bbox_2_unscaled": 0.05482434101357913, "train_loss_bbox_3_unscaled": 0.053770433271239024, "train_loss_bbox_4_unscaled": 0.05370904783755198, "train_loss_ce_unscaled": 0.21457910100263922, "train_loss_ce_0_unscaled": 0.3016215568222181, "train_loss_ce_1_unscaled": 0.270986542037649, "train_loss_ce_2_unscaled": 0.24568764431444667, "train_loss_ce_3_unscaled": 0.22924433824294202, "train_loss_ce_4_unscaled": 0.21705035300768916, "train_loss_giou_unscaled": 0.29830030470493923, "train_loss_giou_0_unscaled": 0.42217910524276797, "train_loss_giou_1_unscaled": 0.32488086211397976, "train_loss_giou_2_unscaled": 0.30599388916710063, "train_loss_giou_3_unscaled": 0.30174643088857245, "train_loss_giou_4_unscaled": 0.30135453954322905, "test_class_error": 9.444025142669677, "test_loss": 8.586759716796875, "test_loss_bbox": 0.24692372413873673, "test_loss_bbox_0": 0.36941519694328306, "test_loss_bbox_1": 0.27400241160392763, "test_loss_bbox_2": 0.2555506449460983, "test_loss_bbox_3": 0.25033006193637847, "test_loss_bbox_4": 0.24974434291124345, "test_loss_ce": 0.4381085671186447, "test_loss_ce_0": 0.6089983477592468, "test_loss_ce_1": 0.5479041886806488, "test_loss_ce_2": 0.49885649914741514, "test_loss_ce_3": 0.4629252394914627, "test_loss_ce_4": 0.4399302807569504, "test_loss_giou": 0.5916672436475754, "test_loss_giou_0": 0.8813629568576813, "test_loss_giou_1": 0.6569171592950821, "test_loss_giou_2": 0.612762119460106, "test_loss_giou_3": 0.6026069922447205, "test_loss_giou_4": 0.5987537572860718, "test_cardinality_error_unscaled": 292.0974, "test_cardinality_error_0_unscaled": 291.8148, "test_cardinality_error_1_unscaled": 291.8956, "test_cardinality_error_2_unscaled": 292.0764, "test_cardinality_error_3_unscaled": 292.1282, "test_cardinality_error_4_unscaled": 292.1212, "test_class_error_unscaled": 9.444025142669677, "test_loss_bbox_unscaled": 0.04938474490940571, "test_loss_bbox_0_unscaled": 0.07388303943872451, "test_loss_bbox_1_unscaled": 0.054800482323765755, "test_loss_bbox_2_unscaled": 0.05111012896895409, "test_loss_bbox_3_unscaled": 0.05006601241528988, "test_loss_bbox_4_unscaled": 0.049948868563771245, "test_loss_ce_unscaled": 0.21905428355932235, "test_loss_ce_0_unscaled": 0.3044991738796234, "test_loss_ce_1_unscaled": 0.2739520943403244, "test_loss_ce_2_unscaled": 0.24942824957370757, "test_loss_ce_3_unscaled": 0.23146261974573135, "test_loss_ce_4_unscaled": 0.2199651403784752, "test_loss_giou_unscaled": 0.2958336218237877, "test_loss_giou_0_unscaled": 0.44068147842884065, "test_loss_giou_1_unscaled": 0.32845857964754105, "test_loss_giou_2_unscaled": 0.306381059730053, "test_loss_giou_3_unscaled": 0.30130349612236024, "test_loss_giou_4_unscaled": 0.2993768786430359, "test_coco_eval_bbox": [0.37016550670262816, 0.5800928961237747, 0.3867693841705386, 0.20340569464676994, 0.40504733094619244, 0.5301660240174483, 0.31297564108155074, 0.5105710575956228, 0.5465264700658788, 0.31949392993659914, 0.5969546386932132, 0.7644793570515455], "epoch": 19, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 8.605792026501716, "train_loss": 8.545524776892943, "train_loss_bbox": 0.26218604407101026, "train_loss_bbox_0": 0.3870368311341651, "train_loss_bbox_1": 0.2896107326425591, "train_loss_bbox_2": 0.2713510722388527, "train_loss_bbox_3": 0.2657749609270656, "train_loss_bbox_4": 0.26532662091641934, "train_loss_ce": 0.42416009814681904, "train_loss_ce_0": 0.5979000672478323, "train_loss_ce_1": 0.535019509106306, "train_loss_ce_2": 0.4838609857728835, "train_loss_ce_3": 0.4516647115876843, "train_loss_ce_4": 0.4285888197020162, "train_loss_giou": 0.5929268836616325, "train_loss_giou_0": 0.8388079765155644, "train_loss_giou_1": 0.6450320067992475, "train_loss_giou_2": 0.6075420443749139, "train_loss_giou_3": 0.5998396580913111, "train_loss_giou_4": 0.5988957574803936, "train_cardinality_error_unscaled": 292.73226362775597, "train_cardinality_error_0_unscaled": 292.8000557960233, "train_cardinality_error_1_unscaled": 292.76899600973894, "train_cardinality_error_2_unscaled": 292.7633487758691, "train_cardinality_error_3_unscaled": 292.75300114973624, "train_cardinality_error_4_unscaled": 292.7349435276613, "train_class_error_unscaled": 8.605792026501716, "train_loss_bbox_unscaled": 0.0524372088144792, "train_loss_bbox_0_unscaled": 0.07740736622365849, "train_loss_bbox_1_unscaled": 0.05792214653730477, "train_loss_bbox_2_unscaled": 0.05427021441390884, "train_loss_bbox_3_unscaled": 0.05315499215986568, "train_loss_bbox_4_unscaled": 0.053065324175851435, "train_loss_ce_unscaled": 0.21208004907340952, "train_loss_ce_0_unscaled": 0.29895003362391614, "train_loss_ce_1_unscaled": 0.267509754553153, "train_loss_ce_2_unscaled": 0.24193049288644175, "train_loss_ce_3_unscaled": 0.22583235579384214, "train_loss_ce_4_unscaled": 0.2142944098510081, "train_loss_giou_unscaled": 0.29646344183081624, "train_loss_giou_0_unscaled": 0.4194039882577822, "train_loss_giou_1_unscaled": 0.3225160033996238, "train_loss_giou_2_unscaled": 0.30377102218745694, "train_loss_giou_3_unscaled": 0.29991982904565556, "train_loss_giou_4_unscaled": 0.2994478787401968, "test_class_error": 9.817841481781006, "test_loss": 8.700724794006348, "test_loss_bbox": 0.2517224620580673, "test_loss_bbox_0": 0.3663972100734711, "test_loss_bbox_1": 0.2770765495538712, "test_loss_bbox_2": 0.2619302770256996, "test_loss_bbox_3": 0.25534366151094434, "test_loss_bbox_4": 0.2544833968758583, "test_loss_ce": 0.44897551310062406, "test_loss_ce_0": 0.6200821533203125, "test_loss_ce_1": 0.5619535266399384, "test_loss_ce_2": 0.5089695309877396, "test_loss_ce_3": 0.47211976013183593, "test_loss_ce_4": 0.4519167284011841, "test_loss_giou": 0.5968745634555817, "test_loss_giou_0": 0.8843403083324433, "test_loss_giou_1": 0.659512456035614, "test_loss_giou_2": 0.6163763056755066, "test_loss_giou_3": 0.60754524371624, "test_loss_giou_4": 0.6051051683425903, "test_cardinality_error_unscaled": 292.2194, "test_cardinality_error_0_unscaled": 292.2624, "test_cardinality_error_1_unscaled": 292.2972, "test_cardinality_error_2_unscaled": 292.147, "test_cardinality_error_3_unscaled": 292.2866, "test_cardinality_error_4_unscaled": 292.1878, "test_class_error_unscaled": 9.817841481781006, "test_loss_bbox_unscaled": 0.05034449241161346, "test_loss_bbox_0_unscaled": 0.07327944205403328, "test_loss_bbox_1_unscaled": 0.05541530990600586, "test_loss_bbox_2_unscaled": 0.052386055451631545, "test_loss_bbox_3_unscaled": 0.05106873227655888, "test_loss_bbox_4_unscaled": 0.050896679332852364, "test_loss_ce_unscaled": 0.22448775655031203, "test_loss_ce_0_unscaled": 0.31004107666015623, "test_loss_ce_1_unscaled": 0.2809767633199692, "test_loss_ce_2_unscaled": 0.2544847654938698, "test_loss_ce_3_unscaled": 0.23605988006591797, "test_loss_ce_4_unscaled": 0.22595836420059204, "test_loss_giou_unscaled": 0.2984372817277908, "test_loss_giou_0_unscaled": 0.44217015416622163, "test_loss_giou_1_unscaled": 0.329756228017807, "test_loss_giou_2_unscaled": 0.3081881528377533, "test_loss_giou_3_unscaled": 0.30377262185812, "test_loss_giou_4_unscaled": 0.30255258417129516, "test_coco_eval_bbox": [0.3678274045509146, 0.5742944094977598, 0.38548811657682336, 0.19062874049719264, 0.40082095424103104, 0.5285506189728961, 0.3132279953182168, 0.5082454012043958, 0.5439608305292406, 0.30494476543033266, 0.5907796084453742, 0.7721418303295003], "epoch": 20, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 8.501841083005722, "train_loss": 8.5106667612203, "train_loss_bbox": 0.2608617784909679, "train_loss_bbox_0": 0.3851998116658293, "train_loss_bbox_1": 0.28806451300125585, "train_loss_bbox_2": 0.269504732037754, "train_loss_bbox_3": 0.26428169538790375, "train_loss_bbox_4": 0.2641546440423019, "train_loss_ce": 0.42340387457680123, "train_loss_ce_0": 0.5953078939875843, "train_loss_ce_1": 0.5346531709375199, "train_loss_ce_2": 0.484314756350783, "train_loss_ce_3": 0.4515826827028269, "train_loss_ce_4": 0.4273465636361279, "train_loss_giou": 0.5895951951987589, "train_loss_giou_0": 0.8341545096398142, "train_loss_giou_1": 0.6416552669903945, "train_loss_giou_2": 0.6039807671200079, "train_loss_giou_3": 0.5965941133874285, "train_loss_giou_4": 0.5960107891592737, "train_cardinality_error_unscaled": 292.67741444609766, "train_cardinality_error_0_unscaled": 292.58057452996076, "train_cardinality_error_1_unscaled": 292.7883048153659, "train_cardinality_error_2_unscaled": 292.74112335993505, "train_cardinality_error_3_unscaled": 292.7553513458677, "train_cardinality_error_4_unscaled": 292.71347896659, "train_class_error_unscaled": 8.501841083005722, "train_loss_bbox_unscaled": 0.05217235569219724, "train_loss_bbox_0_unscaled": 0.07703996233286352, "train_loss_bbox_1_unscaled": 0.05761290260211559, "train_loss_bbox_2_unscaled": 0.053900946414277784, "train_loss_bbox_3_unscaled": 0.052856339082141, "train_loss_bbox_4_unscaled": 0.05283092880495831, "train_loss_ce_unscaled": 0.21170193728840062, "train_loss_ce_0_unscaled": 0.29765394699379216, "train_loss_ce_1_unscaled": 0.2673265854687599, "train_loss_ce_2_unscaled": 0.2421573781753915, "train_loss_ce_3_unscaled": 0.22579134135141346, "train_loss_ce_4_unscaled": 0.21367328181806394, "train_loss_giou_unscaled": 0.29479759759937946, "train_loss_giou_0_unscaled": 0.4170772548199071, "train_loss_giou_1_unscaled": 0.3208276334951973, "train_loss_giou_2_unscaled": 0.30199038356000396, "train_loss_giou_3_unscaled": 0.29829705669371426, "train_loss_giou_4_unscaled": 0.2980053945796369, "test_class_error": 9.185647096252442, "test_loss": 8.493808395385742, "test_loss_bbox": 0.24111454919576644, "test_loss_bbox_0": 0.3625644891023636, "test_loss_bbox_1": 0.2679700521707535, "test_loss_bbox_2": 0.24916407957077027, "test_loss_bbox_3": 0.24318137120008468, "test_loss_bbox_4": 0.2450603621006012, "test_loss_ce": 0.4355436749219894, "test_loss_ce_0": 0.6124831593513489, "test_loss_ce_1": 0.5443187004566192, "test_loss_ce_2": 0.4967649041175842, "test_loss_ce_3": 0.4646339657306671, "test_loss_ce_4": 0.43897461066246035, "test_loss_giou": 0.5835311152458191, "test_loss_giou_0": 0.880715940618515, "test_loss_giou_1": 0.6498081321239472, "test_loss_giou_2": 0.5989622325181961, "test_loss_giou_3": 0.5900297048330307, "test_loss_giou_4": 0.5889873494625092, "test_cardinality_error_unscaled": 291.3544, "test_cardinality_error_0_unscaled": 291.3154, "test_cardinality_error_1_unscaled": 291.8596, "test_cardinality_error_2_unscaled": 291.4202, "test_cardinality_error_3_unscaled": 291.6004, "test_cardinality_error_4_unscaled": 291.2968, "test_class_error_unscaled": 9.185647096252442, "test_loss_bbox_unscaled": 0.04822290985584259, "test_loss_bbox_0_unscaled": 0.07251289783120156, "test_loss_bbox_1_unscaled": 0.053594010517001155, "test_loss_bbox_2_unscaled": 0.04983281593322754, "test_loss_bbox_3_unscaled": 0.04863627423942089, "test_loss_bbox_4_unscaled": 0.04901207244694233, "test_loss_ce_unscaled": 0.2177718374609947, "test_loss_ce_0_unscaled": 0.30624157967567445, "test_loss_ce_1_unscaled": 0.2721593502283096, "test_loss_ce_2_unscaled": 0.2483824520587921, "test_loss_ce_3_unscaled": 0.23231698286533356, "test_loss_ce_4_unscaled": 0.21948730533123018, "test_loss_giou_unscaled": 0.29176555762290957, "test_loss_giou_0_unscaled": 0.4403579703092575, "test_loss_giou_1_unscaled": 0.3249040660619736, "test_loss_giou_2_unscaled": 0.29948111625909807, "test_loss_giou_3_unscaled": 0.29501485241651537, "test_loss_giou_4_unscaled": 0.2944936747312546, "test_coco_eval_bbox": [0.37075434426462994, 0.5796815784391227, 0.39369361715992834, 0.19962246271548187, 0.4055470126527689, 0.538978171650644, 0.3161516561344364, 0.5138653635461721, 0.5505780484869218, 0.31673089623081946, 0.6006150797332417, 0.7709548141818218], "epoch": 21, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 8.281869923941066, "train_loss": 8.428605500632365, "train_loss_bbox": 0.25810912036813516, "train_loss_bbox_0": 0.3803648098781211, "train_loss_bbox_1": 0.2850967643559019, "train_loss_bbox_2": 0.26693861886766224, "train_loss_bbox_3": 0.2616534012911624, "train_loss_bbox_4": 0.261146004942742, "train_loss_ce": 0.4187148610550956, "train_loss_ce_0": 0.5913276884160119, "train_loss_ce_1": 0.529321932305297, "train_loss_ce_2": 0.47860451958328787, "train_loss_ce_3": 0.44653617871032586, "train_loss_ce_4": 0.4233589025276545, "train_loss_giou": 0.584110934299907, "train_loss_giou_0": 0.8270386227002312, "train_loss_giou_1": 0.6356914596077587, "train_loss_giou_2": 0.5990470916468156, "train_loss_giou_3": 0.591208836376409, "train_loss_giou_4": 0.5903357545448772, "train_cardinality_error_unscaled": 292.3261446638712, "train_cardinality_error_0_unscaled": 292.5901866630596, "train_cardinality_error_1_unscaled": 292.7233109022048, "train_cardinality_error_2_unscaled": 292.60061037467875, "train_cardinality_error_3_unscaled": 292.5366901122684, "train_cardinality_error_4_unscaled": 292.3914260110916, "train_class_error_unscaled": 8.281869923941066, "train_loss_bbox_unscaled": 0.05162182405914007, "train_loss_bbox_0_unscaled": 0.07607296195541806, "train_loss_bbox_1_unscaled": 0.057019352889219804, "train_loss_bbox_2_unscaled": 0.053387723775069326, "train_loss_bbox_3_unscaled": 0.05233068027831266, "train_loss_bbox_4_unscaled": 0.052229200967006915, "train_loss_ce_unscaled": 0.2093574305275478, "train_loss_ce_0_unscaled": 0.29566384420800595, "train_loss_ce_1_unscaled": 0.2646609661526485, "train_loss_ce_2_unscaled": 0.23930225979164393, "train_loss_ce_3_unscaled": 0.22326808935516293, "train_loss_ce_4_unscaled": 0.21167945126382726, "train_loss_giou_unscaled": 0.2920554671499535, "train_loss_giou_0_unscaled": 0.4135193113501156, "train_loss_giou_1_unscaled": 0.3178457298038794, "train_loss_giou_2_unscaled": 0.2995235458234078, "train_loss_giou_3_unscaled": 0.2956044181882045, "train_loss_giou_4_unscaled": 0.2951678772724386, "test_class_error": 9.13732308807373, "test_loss": 8.566692399597168, "test_loss_bbox": 0.25214991657733915, "test_loss_bbox_0": 0.37075400092601773, "test_loss_bbox_1": 0.2758156938314438, "test_loss_bbox_2": 0.2569722329139709, "test_loss_bbox_3": 0.25262919214963914, "test_loss_bbox_4": 0.2533401891708374, "test_loss_ce": 0.4357750203609467, "test_loss_ce_0": 0.6067535041809082, "test_loss_ce_1": 0.553432111120224, "test_loss_ce_2": 0.5000469156265259, "test_loss_ce_3": 0.46305175483226774, "test_loss_ce_4": 0.4422258688688278, "test_loss_giou": 0.5923787981033325, "test_loss_giou_0": 0.8713015367031097, "test_loss_giou_1": 0.6435002496242523, "test_loss_giou_2": 0.6035053593158722, "test_loss_giou_3": 0.5974218415021897, "test_loss_giou_4": 0.595638197016716, "test_cardinality_error_unscaled": 291.3292, "test_cardinality_error_0_unscaled": 291.278, "test_cardinality_error_1_unscaled": 291.5996, "test_cardinality_error_2_unscaled": 291.6204, "test_cardinality_error_3_unscaled": 291.4254, "test_cardinality_error_4_unscaled": 291.2836, "test_class_error_unscaled": 9.13732308807373, "test_loss_bbox_unscaled": 0.05042998331785202, "test_loss_bbox_0_unscaled": 0.07415080006122589, "test_loss_bbox_1_unscaled": 0.05516313881576061, "test_loss_bbox_2_unscaled": 0.05139444661438465, "test_loss_bbox_3_unscaled": 0.05052583842873573, "test_loss_bbox_4_unscaled": 0.05066803774535656, "test_loss_ce_unscaled": 0.21788751018047334, "test_loss_ce_0_unscaled": 0.3033767520904541, "test_loss_ce_1_unscaled": 0.276716055560112, "test_loss_ce_2_unscaled": 0.25002345781326296, "test_loss_ce_3_unscaled": 0.23152587741613387, "test_loss_ce_4_unscaled": 0.2211129344344139, "test_loss_giou_unscaled": 0.29618939905166625, "test_loss_giou_0_unscaled": 0.43565076835155486, "test_loss_giou_1_unscaled": 0.32175012481212617, "test_loss_giou_2_unscaled": 0.3017526796579361, "test_loss_giou_3_unscaled": 0.29871092075109484, "test_loss_giou_4_unscaled": 0.297819098508358, "test_coco_eval_bbox": [0.3775692010823771, 0.5883819031610945, 0.395889302186911, 0.19967193319473922, 0.41473386712994387, 0.5395766061454602, 0.31779493101050077, 0.516374284703073, 0.5517758390085065, 0.31131205200796697, 0.6039073257179823, 0.7750625000085443], "epoch": 22, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 8.150939625428265, "train_loss": 8.38077292288493, "train_loss_bbox": 0.25644023743206523, "train_loss_bbox_0": 0.3789816746934412, "train_loss_bbox_1": 0.28329165583814286, "train_loss_bbox_2": 0.2652907133753448, "train_loss_bbox_3": 0.26009392463367187, "train_loss_bbox_4": 0.25968598403277454, "train_loss_ce": 0.4145262024532784, "train_loss_ce_0": 0.5881135050561614, "train_loss_ce_1": 0.5236362528620772, "train_loss_ce_2": 0.472515996236666, "train_loss_ce_3": 0.440704109061781, "train_loss_ce_4": 0.4180267669470122, "train_loss_giou": 0.5829795181084095, "train_loss_giou_0": 0.8257793870569485, "train_loss_giou_1": 0.6337283003335068, "train_loss_giou_2": 0.597508386932399, "train_loss_giou_3": 0.5901028721019007, "train_loss_giou_4": 0.5893674351161087, "train_cardinality_error_unscaled": 292.4123664277019, "train_cardinality_error_0_unscaled": 292.6628567563912, "train_cardinality_error_1_unscaled": 292.67424421750303, "train_cardinality_error_2_unscaled": 292.64200087921006, "train_cardinality_error_3_unscaled": 292.54036757743813, "train_cardinality_error_4_unscaled": 292.37987792506425, "train_class_error_unscaled": 8.150939625428265, "train_loss_bbox_unscaled": 0.051288047473488155, "train_loss_bbox_0_unscaled": 0.07579633495702999, "train_loss_bbox_1_unscaled": 0.056658331152360575, "train_loss_bbox_2_unscaled": 0.05305814267504377, "train_loss_bbox_3_unscaled": 0.05201878494825066, "train_loss_bbox_4_unscaled": 0.05193719680509362, "train_loss_ce_unscaled": 0.2072631012266392, "train_loss_ce_0_unscaled": 0.2940567525280807, "train_loss_ce_1_unscaled": 0.2618181264310386, "train_loss_ce_2_unscaled": 0.236257998118333, "train_loss_ce_3_unscaled": 0.2203520545308905, "train_loss_ce_4_unscaled": 0.2090133834735061, "train_loss_giou_unscaled": 0.29148975905420477, "train_loss_giou_0_unscaled": 0.41288969352847427, "train_loss_giou_1_unscaled": 0.3168641501667534, "train_loss_giou_2_unscaled": 0.2987541934661995, "train_loss_giou_3_unscaled": 0.29505143605095036, "train_loss_giou_4_unscaled": 0.29468371755805434, "test_class_error": 9.431251725769043, "test_loss": 8.481447444915771, "test_loss_bbox": 0.24758925567865372, "test_loss_bbox_0": 0.3687528538942337, "test_loss_bbox_1": 0.26788398028612137, "test_loss_bbox_2": 0.2509741198301315, "test_loss_bbox_3": 0.24886457189321518, "test_loss_bbox_4": 0.25111345525979994, "test_loss_ce": 0.43684609127044677, "test_loss_ce_0": 0.6011409081459046, "test_loss_ce_1": 0.5467320358753205, "test_loss_ce_2": 0.4967923141002655, "test_loss_ce_3": 0.4664278682231903, "test_loss_ce_4": 0.441456654381752, "test_loss_giou": 0.5812449116230011, "test_loss_giou_0": 0.8696027158737183, "test_loss_giou_1": 0.6373214184045791, "test_loss_giou_2": 0.5936186434030533, "test_loss_giou_3": 0.5867750587463378, "test_loss_giou_4": 0.588310592007637, "test_cardinality_error_unscaled": 292.0146, "test_cardinality_error_0_unscaled": 292.3188, "test_cardinality_error_1_unscaled": 292.3732, "test_cardinality_error_2_unscaled": 292.241, "test_cardinality_error_3_unscaled": 292.2856, "test_cardinality_error_4_unscaled": 291.9712, "test_class_error_unscaled": 9.431251725769043, "test_loss_bbox_unscaled": 0.04951785108447075, "test_loss_bbox_0_unscaled": 0.07375057079195976, "test_loss_bbox_1_unscaled": 0.0535767961114645, "test_loss_bbox_2_unscaled": 0.050194823923707006, "test_loss_bbox_3_unscaled": 0.04977291433215141, "test_loss_bbox_4_unscaled": 0.050222691044211384, "test_loss_ce_unscaled": 0.21842304563522338, "test_loss_ce_0_unscaled": 0.3005704540729523, "test_loss_ce_1_unscaled": 0.27336601793766024, "test_loss_ce_2_unscaled": 0.24839615705013274, "test_loss_ce_3_unscaled": 0.23321393411159516, "test_loss_ce_4_unscaled": 0.220728327190876, "test_loss_giou_unscaled": 0.29062245581150054, "test_loss_giou_0_unscaled": 0.43480135793685915, "test_loss_giou_1_unscaled": 0.31866070920228956, "test_loss_giou_2_unscaled": 0.29680932170152663, "test_loss_giou_3_unscaled": 0.2933875293731689, "test_loss_giou_4_unscaled": 0.2941552960038185, "test_coco_eval_bbox": [0.37803077886789815, 0.5889982503324875, 0.39663659838463705, 0.20699439600665592, 0.4132788982535833, 0.5338046977787341, 0.320212246289937, 0.5187318179964653, 0.5558582984995267, 0.3242796548646528, 0.6024075438594246, 0.7658656095700593], "epoch": 23, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 8.010291405142071, "train_loss": 8.323348032191435, "train_loss_bbox": 0.25421217290628395, "train_loss_bbox_0": 0.37548878002469893, "train_loss_bbox_1": 0.2812620520518167, "train_loss_bbox_2": 0.2633730533934528, "train_loss_bbox_3": 0.2577039497244, "train_loss_bbox_4": 0.25767400050776407, "train_loss_ce": 0.4108684147536416, "train_loss_ce_0": 0.5831777195710863, "train_loss_ce_1": 0.5173751533738932, "train_loss_ce_2": 0.4670095756603613, "train_loss_ce_3": 0.43706198603350177, "train_loss_ce_4": 0.4140549363037069, "train_loss_giou": 0.5799850777757034, "train_loss_giou_0": 0.8236332847795353, "train_loss_giou_1": 0.6315000545151354, "train_loss_giou_2": 0.5951114063831816, "train_loss_giou_3": 0.5870238275936229, "train_loss_giou_4": 0.5868325875007573, "train_cardinality_error_unscaled": 292.5152847287975, "train_cardinality_error_0_unscaled": 292.3640859596916, "train_cardinality_error_1_unscaled": 292.6556032733667, "train_cardinality_error_2_unscaled": 292.6536504125524, "train_cardinality_error_3_unscaled": 292.41694846476395, "train_cardinality_error_4_unscaled": 292.3269308805627, "train_class_error_unscaled": 8.010291405142071, "train_loss_bbox_unscaled": 0.05084243457664616, "train_loss_bbox_0_unscaled": 0.07509775602469243, "train_loss_bbox_1_unscaled": 0.056252410411749054, "train_loss_bbox_2_unscaled": 0.05267461067037631, "train_loss_bbox_3_unscaled": 0.05154078994571143, "train_loss_bbox_4_unscaled": 0.051534800092356746, "train_loss_ce_unscaled": 0.2054342073768208, "train_loss_ce_0_unscaled": 0.29158885978554316, "train_loss_ce_1_unscaled": 0.2586875766869466, "train_loss_ce_2_unscaled": 0.23350478783018064, "train_loss_ce_3_unscaled": 0.21853099301675089, "train_loss_ce_4_unscaled": 0.20702746815185344, "train_loss_giou_unscaled": 0.2899925388878517, "train_loss_giou_0_unscaled": 0.4118166423897677, "train_loss_giou_1_unscaled": 0.3157500272575677, "train_loss_giou_2_unscaled": 0.2975557031915908, "train_loss_giou_3_unscaled": 0.29351191379681146, "train_loss_giou_4_unscaled": 0.29341629375037864, "test_class_error": 9.211594583892822, "test_loss": 8.367261106872558, "test_loss_bbox": 0.2381866003870964, "test_loss_bbox_0": 0.35546102266311647, "test_loss_bbox_1": 0.26139749062061307, "test_loss_bbox_2": 0.245363613820076, "test_loss_bbox_3": 0.23973989181518554, "test_loss_bbox_4": 0.24177182376384734, "test_loss_ce": 0.44025607223510743, "test_loss_ce_0": 0.6081650181770325, "test_loss_ce_1": 0.544847108411789, "test_loss_ce_2": 0.492983470082283, "test_loss_ce_3": 0.465426663851738, "test_loss_ce_4": 0.4436884740114212, "test_loss_giou": 0.569943544960022, "test_loss_giou_0": 0.8551069013118744, "test_loss_giou_1": 0.6261998746633529, "test_loss_giou_2": 0.5877112800836564, "test_loss_giou_3": 0.5754104393005371, "test_loss_giou_4": 0.5756018312692642, "test_cardinality_error_unscaled": 291.389, "test_cardinality_error_0_unscaled": 291.9236, "test_cardinality_error_1_unscaled": 291.9212, "test_cardinality_error_2_unscaled": 291.8712, "test_cardinality_error_3_unscaled": 291.7032, "test_cardinality_error_4_unscaled": 291.6244, "test_class_error_unscaled": 9.211594583892822, "test_loss_bbox_unscaled": 0.04763732006847859, "test_loss_bbox_0_unscaled": 0.07109220463633538, "test_loss_bbox_1_unscaled": 0.052279498100280763, "test_loss_bbox_2_unscaled": 0.04907272272408009, "test_loss_bbox_3_unscaled": 0.04794797835946083, "test_loss_bbox_4_unscaled": 0.04835436477661133, "test_loss_ce_unscaled": 0.22012803611755372, "test_loss_ce_0_unscaled": 0.30408250908851625, "test_loss_ce_1_unscaled": 0.2724235542058945, "test_loss_ce_2_unscaled": 0.2464917350411415, "test_loss_ce_3_unscaled": 0.232713331925869, "test_loss_ce_4_unscaled": 0.2218442370057106, "test_loss_giou_unscaled": 0.284971772480011, "test_loss_giou_0_unscaled": 0.4275534506559372, "test_loss_giou_1_unscaled": 0.31309993733167646, "test_loss_giou_2_unscaled": 0.2938556400418282, "test_loss_giou_3_unscaled": 0.2877052196502686, "test_loss_giou_4_unscaled": 0.2878009156346321, "test_coco_eval_bbox": [0.3831766140982318, 0.5934722967218913, 0.40435498135955733, 0.20725552288271312, 0.41955154567448993, 0.5488921265193484, 0.3230786050175105, 0.5262838890039143, 0.5658887309291522, 0.3275543120358805, 0.6144559403772423, 0.7836229158086715], "epoch": 24, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 7.97819998485865, "train_loss": 8.265881153303022, "train_loss_bbox": 0.25349244229716233, "train_loss_bbox_0": 0.37316794174962803, "train_loss_bbox_1": 0.2800913766453799, "train_loss_bbox_2": 0.26229575783292447, "train_loss_bbox_3": 0.25691558978015555, "train_loss_bbox_4": 0.2566740525278972, "train_loss_ce": 0.40717504402184446, "train_loss_ce_0": 0.5783007267716933, "train_loss_ce_1": 0.51254315241359, "train_loss_ce_2": 0.46354276029828695, "train_loss_ce_3": 0.4334016606487796, "train_loss_ce_4": 0.4111567043920912, "train_loss_giou": 0.5766648582395594, "train_loss_giou_0": 0.8167360411047629, "train_loss_giou_1": 0.6267954154927966, "train_loss_giou_2": 0.5908469929071751, "train_loss_giou_3": 0.5833386349312011, "train_loss_giou_4": 0.5827419972028314, "train_cardinality_error_unscaled": 292.315213715677, "train_cardinality_error_0_unscaled": 292.62188894900584, "train_cardinality_error_1_unscaled": 292.4669873529014, "train_cardinality_error_2_unscaled": 292.5247700527526, "train_cardinality_error_3_unscaled": 292.37884654402814, "train_cardinality_error_4_unscaled": 292.2139692952793, "train_class_error_unscaled": 7.97819998485865, "train_loss_bbox_unscaled": 0.05069848845817273, "train_loss_bbox_0_unscaled": 0.07463358834977443, "train_loss_bbox_1_unscaled": 0.0560182753409175, "train_loss_bbox_2_unscaled": 0.052459151566458924, "train_loss_bbox_3_unscaled": 0.05138311796124642, "train_loss_bbox_4_unscaled": 0.05133481050898073, "train_loss_ce_unscaled": 0.20358752201092223, "train_loss_ce_0_unscaled": 0.28915036338584665, "train_loss_ce_1_unscaled": 0.256271576206795, "train_loss_ce_2_unscaled": 0.23177138014914347, "train_loss_ce_3_unscaled": 0.2167008303243898, "train_loss_ce_4_unscaled": 0.2055783521960456, "train_loss_giou_unscaled": 0.2883324291197797, "train_loss_giou_0_unscaled": 0.40836802055238147, "train_loss_giou_1_unscaled": 0.3133977077463983, "train_loss_giou_2_unscaled": 0.29542349645358756, "train_loss_giou_3_unscaled": 0.29166931746560054, "train_loss_giou_4_unscaled": 0.2913709986014157, "test_class_error": 9.138848192596436, "test_loss": 8.444747034454346, "test_loss_bbox": 0.2465926596879959, "test_loss_bbox_0": 0.3674396039247513, "test_loss_bbox_1": 0.2721734743475914, "test_loss_bbox_2": 0.2528899748802185, "test_loss_bbox_3": 0.24822985430955888, "test_loss_bbox_4": 0.24912945108413695, "test_loss_ce": 0.43272229449748995, "test_loss_ce_0": 0.6025474985122681, "test_loss_ce_1": 0.5353118243694306, "test_loss_ce_2": 0.4849431089401245, "test_loss_ce_3": 0.45712722113132476, "test_loss_ce_4": 0.43719997606277466, "test_loss_giou": 0.5820602919816971, "test_loss_giou_0": 0.8623317775249482, "test_loss_giou_1": 0.6404482451438904, "test_loss_giou_2": 0.5981098356723785, "test_loss_giou_3": 0.5882586534738541, "test_loss_giou_4": 0.587231301355362, "test_cardinality_error_unscaled": 291.7824, "test_cardinality_error_0_unscaled": 292.0702, "test_cardinality_error_1_unscaled": 292.0686, "test_cardinality_error_2_unscaled": 292.2184, "test_cardinality_error_3_unscaled": 292.2226, "test_cardinality_error_4_unscaled": 292.0464, "test_class_error_unscaled": 9.138848192596436, "test_loss_bbox_unscaled": 0.04931853198409081, "test_loss_bbox_0_unscaled": 0.07348792077302933, "test_loss_bbox_1_unscaled": 0.0544346948325634, "test_loss_bbox_2_unscaled": 0.05057799504995346, "test_loss_bbox_3_unscaled": 0.04964597084820271, "test_loss_bbox_4_unscaled": 0.04982589023113251, "test_loss_ce_unscaled": 0.21636114724874497, "test_loss_ce_0_unscaled": 0.30127374925613404, "test_loss_ce_1_unscaled": 0.2676559121847153, "test_loss_ce_2_unscaled": 0.24247155447006224, "test_loss_ce_3_unscaled": 0.22856361056566238, "test_loss_ce_4_unscaled": 0.21859998803138733, "test_loss_giou_unscaled": 0.29103014599084853, "test_loss_giou_0_unscaled": 0.4311658887624741, "test_loss_giou_1_unscaled": 0.3202241225719452, "test_loss_giou_2_unscaled": 0.29905491783618926, "test_loss_giou_3_unscaled": 0.29412932673692704, "test_loss_giou_4_unscaled": 0.293615650677681, "test_coco_eval_bbox": [0.37875531138105667, 0.5846769454179666, 0.40103491350245496, 0.20480973914410733, 0.4118862527340051, 0.5402722977632164, 0.32287834143722577, 0.5232750373048068, 0.5600858008661813, 0.3234791035041096, 0.60871599510059, 0.7749946479639985], "epoch": 25, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 7.918042158767688, "train_loss": 8.25883644526598, "train_loss_bbox": 0.2530564638231356, "train_loss_bbox_0": 0.3737104410449481, "train_loss_bbox_1": 0.2798893467240851, "train_loss_bbox_2": 0.2622368317865864, "train_loss_bbox_3": 0.25683355623377235, "train_loss_bbox_4": 0.25646850942555566, "train_loss_ce": 0.4050500903429254, "train_loss_ce_0": 0.577795984027722, "train_loss_ce_1": 0.5098349610614419, "train_loss_ce_2": 0.4600952063357977, "train_loss_ce_3": 0.4299104048951253, "train_loss_ce_4": 0.40839963818358727, "train_loss_giou": 0.5773216984620859, "train_loss_giou_0": 0.8181925112164651, "train_loss_giou_1": 0.6286375881134295, "train_loss_giou_2": 0.592703076306996, "train_loss_giou_3": 0.5848276190370035, "train_loss_giou_4": 0.5838725168827856, "train_cardinality_error_unscaled": 292.57971222778303, "train_cardinality_error_0_unscaled": 292.6131560259705, "train_cardinality_error_1_unscaled": 292.7120417962938, "train_cardinality_error_2_unscaled": 292.74983937508455, "train_cardinality_error_3_unscaled": 292.6424827539565, "train_cardinality_error_4_unscaled": 292.58685580954955, "train_class_error_unscaled": 7.918042158767688, "train_loss_bbox_unscaled": 0.05061129273386438, "train_loss_bbox_0_unscaled": 0.07474208820949352, "train_loss_bbox_1_unscaled": 0.055977869332673166, "train_loss_bbox_2_unscaled": 0.052447366367974646, "train_loss_bbox_3_unscaled": 0.05136671126262714, "train_loss_bbox_4_unscaled": 0.05129370187435299, "train_loss_ce_unscaled": 0.2025250451714627, "train_loss_ce_0_unscaled": 0.288897992013861, "train_loss_ce_1_unscaled": 0.25491748053072094, "train_loss_ce_2_unscaled": 0.23004760316789885, "train_loss_ce_3_unscaled": 0.21495520244756264, "train_loss_ce_4_unscaled": 0.20419981909179363, "train_loss_giou_unscaled": 0.28866084923104296, "train_loss_giou_0_unscaled": 0.40909625560823254, "train_loss_giou_1_unscaled": 0.31431879405671476, "train_loss_giou_2_unscaled": 0.296351538153498, "train_loss_giou_3_unscaled": 0.29241380951850177, "train_loss_giou_4_unscaled": 0.2919362584413928, "test_class_error": 8.917732586669922, "test_loss": 8.39067621459961, "test_loss_bbox": 0.2428355478167534, "test_loss_bbox_0": 0.36299716877937316, "test_loss_bbox_1": 0.2665558454036713, "test_loss_bbox_2": 0.24968560878038407, "test_loss_bbox_3": 0.24555755122900008, "test_loss_bbox_4": 0.24543840606212616, "test_loss_ce": 0.43148744297027586, "test_loss_ce_0": 0.6027839859485626, "test_loss_ce_1": 0.5353934662342071, "test_loss_ce_2": 0.48532192289829257, "test_loss_ce_3": 0.4531506185770035, "test_loss_ce_4": 0.433067059803009, "test_loss_giou": 0.5797921187162399, "test_loss_giou_0": 0.852290414237976, "test_loss_giou_1": 0.636147058391571, "test_loss_giou_2": 0.5955087282657623, "test_loss_giou_3": 0.5864298838376999, "test_loss_giou_4": 0.5862333565950394, "test_cardinality_error_unscaled": 292.065, "test_cardinality_error_0_unscaled": 292.3336, "test_cardinality_error_1_unscaled": 292.245, "test_cardinality_error_2_unscaled": 292.2932, "test_cardinality_error_3_unscaled": 292.25, "test_cardinality_error_4_unscaled": 292.1914, "test_class_error_unscaled": 8.917732586669922, "test_loss_bbox_unscaled": 0.0485671096354723, "test_loss_bbox_0_unscaled": 0.07259943379163743, "test_loss_bbox_1_unscaled": 0.053311169043183324, "test_loss_bbox_2_unscaled": 0.04993712177872658, "test_loss_bbox_3_unscaled": 0.04911151029765606, "test_loss_bbox_4_unscaled": 0.04908768130242824, "test_loss_ce_unscaled": 0.21574372148513793, "test_loss_ce_0_unscaled": 0.3013919929742813, "test_loss_ce_1_unscaled": 0.26769673311710357, "test_loss_ce_2_unscaled": 0.24266096144914628, "test_loss_ce_3_unscaled": 0.22657530928850175, "test_loss_ce_4_unscaled": 0.2165335299015045, "test_loss_giou_unscaled": 0.28989605935811996, "test_loss_giou_0_unscaled": 0.426145207118988, "test_loss_giou_1_unscaled": 0.3180735291957855, "test_loss_giou_2_unscaled": 0.29775436413288114, "test_loss_giou_3_unscaled": 0.29321494191884995, "test_loss_giou_4_unscaled": 0.2931166782975197, "test_coco_eval_bbox": [0.3827096384043993, 0.5908406589027807, 0.4041946320144277, 0.2145694523231099, 0.4218291564691033, 0.5403352299509461, 0.3189067062197504, 0.5229241966448359, 0.5586439474126722, 0.3238770013281516, 0.6191974122603805, 0.777218876987619], "epoch": 26, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 7.736915197195711, "train_loss": 8.190199990725946, "train_loss_bbox": 0.25107857021095625, "train_loss_bbox_0": 0.36926857402517205, "train_loss_bbox_1": 0.2786321938229352, "train_loss_bbox_2": 0.2606377098469995, "train_loss_bbox_3": 0.2551580515783242, "train_loss_bbox_4": 0.25437820722695037, "train_loss_ce": 0.4004961667154335, "train_loss_ce_0": 0.5730634866879206, "train_loss_ce_1": 0.5029693058237532, "train_loss_ce_2": 0.4532192394340956, "train_loss_ce_3": 0.42445875705245883, "train_loss_ce_4": 0.40394929099571525, "train_loss_giou": 0.5740433305508993, "train_loss_giou_0": 0.8117204435722972, "train_loss_giou_1": 0.6252241010766189, "train_loss_giou_2": 0.5897403386749411, "train_loss_giou_3": 0.5817294361307385, "train_loss_giou_4": 0.5804327826064655, "train_cardinality_error_unscaled": 292.2634417692412, "train_cardinality_error_0_unscaled": 292.8095664818071, "train_cardinality_error_1_unscaled": 292.66529149195185, "train_cardinality_error_2_unscaled": 292.60363688624375, "train_cardinality_error_3_unscaled": 292.344117746517, "train_cardinality_error_4_unscaled": 292.2530687812796, "train_class_error_unscaled": 7.736915197195711, "train_loss_bbox_unscaled": 0.050215714032894404, "train_loss_bbox_0_unscaled": 0.07385371478639031, "train_loss_bbox_1_unscaled": 0.055726438769575594, "train_loss_bbox_2_unscaled": 0.05212754193337146, "train_loss_bbox_3_unscaled": 0.05103161032380274, "train_loss_bbox_4_unscaled": 0.05087564142863559, "train_loss_ce_unscaled": 0.20024808335771674, "train_loss_ce_0_unscaled": 0.2865317433439603, "train_loss_ce_1_unscaled": 0.2514846529118766, "train_loss_ce_2_unscaled": 0.2266096197170478, "train_loss_ce_3_unscaled": 0.21222937852622942, "train_loss_ce_4_unscaled": 0.20197464549785762, "train_loss_giou_unscaled": 0.28702166527544964, "train_loss_giou_0_unscaled": 0.4058602217861486, "train_loss_giou_1_unscaled": 0.3126120505383094, "train_loss_giou_2_unscaled": 0.29487016933747057, "train_loss_giou_3_unscaled": 0.29086471806536923, "train_loss_giou_4_unscaled": 0.29021639130323273, "test_class_error": 9.100170516967774, "test_loss": 8.37195276184082, "test_loss_bbox": 0.2420765223622322, "test_loss_bbox_0": 0.3632914238214493, "test_loss_bbox_1": 0.2702671993732452, "test_loss_bbox_2": 0.2510028282523155, "test_loss_bbox_3": 0.24513271349668503, "test_loss_bbox_4": 0.2449599305987358, "test_loss_ce": 0.43349716563224794, "test_loss_ce_0": 0.5900953801631927, "test_loss_ce_1": 0.5266216388702393, "test_loss_ce_2": 0.4801337906122208, "test_loss_ce_3": 0.4568503236055374, "test_loss_ce_4": 0.4373938467025757, "test_loss_giou": 0.5764138096570969, "test_loss_giou_0": 0.8562508567333221, "test_loss_giou_1": 0.6374574301481247, "test_loss_giou_2": 0.5943262921094894, "test_loss_giou_3": 0.5838060347318649, "test_loss_giou_4": 0.5823755392789841, "test_cardinality_error_unscaled": 291.482, "test_cardinality_error_0_unscaled": 292.08, "test_cardinality_error_1_unscaled": 292.0748, "test_cardinality_error_2_unscaled": 292.0082, "test_cardinality_error_3_unscaled": 291.4458, "test_cardinality_error_4_unscaled": 291.2904, "test_class_error_unscaled": 9.100170516967774, "test_loss_bbox_unscaled": 0.0484153044372797, "test_loss_bbox_0_unscaled": 0.07265828474760055, "test_loss_bbox_1_unscaled": 0.05405343988239765, "test_loss_bbox_2_unscaled": 0.05020056567788124, "test_loss_bbox_3_unscaled": 0.049026542681455614, "test_loss_bbox_4_unscaled": 0.04899198608696461, "test_loss_ce_unscaled": 0.21674858281612397, "test_loss_ce_0_unscaled": 0.29504769008159637, "test_loss_ce_1_unscaled": 0.26331081943511964, "test_loss_ce_2_unscaled": 0.2400668953061104, "test_loss_ce_3_unscaled": 0.2284251618027687, "test_loss_ce_4_unscaled": 0.21869692335128785, "test_loss_giou_unscaled": 0.28820690482854844, "test_loss_giou_0_unscaled": 0.42812542836666106, "test_loss_giou_1_unscaled": 0.31872871507406236, "test_loss_giou_2_unscaled": 0.2971631460547447, "test_loss_giou_3_unscaled": 0.29190301736593244, "test_loss_giou_4_unscaled": 0.29118776963949206, "test_coco_eval_bbox": [0.388075385283406, 0.5965107442968712, 0.41266083832045575, 0.21641038897180928, 0.4254797493089417, 0.5454830466309596, 0.3225618013295564, 0.5264048611603879, 0.563991315481494, 0.3244635462004291, 0.621605726744614, 0.7805926995876029], "epoch": 27, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 7.667998235570422, "train_loss": 8.186033704470157, "train_loss_bbox": 0.25034453305098986, "train_loss_bbox_0": 0.36969041100647876, "train_loss_bbox_1": 0.2774452322238146, "train_loss_bbox_2": 0.2595646228330369, "train_loss_bbox_3": 0.25424252910622397, "train_loss_bbox_4": 0.2537531236656001, "train_loss_ce": 0.4002592519145365, "train_loss_ce_0": 0.5740819815715079, "train_loss_ce_1": 0.50573036155463, "train_loss_ce_2": 0.45598018265142987, "train_loss_ce_3": 0.4264653202669838, "train_loss_ce_4": 0.40469662267722295, "train_loss_giou": 0.5728224872661979, "train_loss_giou_0": 0.8108468466902817, "train_loss_giou_1": 0.6230957605449609, "train_loss_giou_2": 0.587833557853869, "train_loss_giou_3": 0.579947986178343, "train_loss_giou_4": 0.5792328884602641, "train_cardinality_error_unscaled": 292.3835469362911, "train_cardinality_error_0_unscaled": 292.61160895441634, "train_cardinality_error_1_unscaled": 292.61242053293654, "train_cardinality_error_2_unscaled": 292.4968804950629, "train_cardinality_error_3_unscaled": 292.3289091032057, "train_cardinality_error_4_unscaled": 292.29065501149734, "train_class_error_unscaled": 7.667998235570422, "train_loss_bbox_unscaled": 0.05006890662201429, "train_loss_bbox_0_unscaled": 0.0739380822034625, "train_loss_bbox_1_unscaled": 0.055489046459073516, "train_loss_bbox_2_unscaled": 0.051912924568824514, "train_loss_bbox_3_unscaled": 0.05084850580678303, "train_loss_bbox_4_unscaled": 0.05075062472631745, "train_loss_ce_unscaled": 0.20012962595726824, "train_loss_ce_0_unscaled": 0.28704099078575396, "train_loss_ce_1_unscaled": 0.252865180777315, "train_loss_ce_2_unscaled": 0.22799009132571493, "train_loss_ce_3_unscaled": 0.2132326601334919, "train_loss_ce_4_unscaled": 0.20234831133861148, "train_loss_giou_unscaled": 0.28641124363309894, "train_loss_giou_0_unscaled": 0.40542342334514087, "train_loss_giou_1_unscaled": 0.3115478802724804, "train_loss_giou_2_unscaled": 0.2939167789269345, "train_loss_giou_3_unscaled": 0.2899739930891715, "train_loss_giou_4_unscaled": 0.28961644423013205, "test_class_error": 9.238966275024413, "test_loss": 8.486664678955078, "test_loss_bbox": 0.24193204437494278, "test_loss_bbox_0": 0.36136223430633546, "test_loss_bbox_1": 0.2680561904668808, "test_loss_bbox_2": 0.2518578233718872, "test_loss_bbox_3": 0.2474525223016739, "test_loss_bbox_4": 0.24503411157131194, "test_loss_ce": 0.43728387763500215, "test_loss_ce_0": 0.6056989815711975, "test_loss_ce_1": 0.5413748820304871, "test_loss_ce_2": 0.49038001658916475, "test_loss_ce_3": 0.4612684762477875, "test_loss_ce_4": 0.44170858018398285, "test_loss_giou": 0.5849025717020034, "test_loss_giou_0": 0.8701358931541443, "test_loss_giou_1": 0.6496170589208603, "test_loss_giou_2": 0.6042345998764038, "test_loss_giou_3": 0.5941425318241119, "test_loss_giou_4": 0.5902222737789155, "test_cardinality_error_unscaled": 291.3624, "test_cardinality_error_0_unscaled": 292.0572, "test_cardinality_error_1_unscaled": 292.1432, "test_cardinality_error_2_unscaled": 291.8388, "test_cardinality_error_3_unscaled": 291.7378, "test_cardinality_error_4_unscaled": 291.2386, "test_class_error_unscaled": 9.238966275024413, "test_loss_bbox_unscaled": 0.048386408817768095, "test_loss_bbox_0_unscaled": 0.07227244682312012, "test_loss_bbox_1_unscaled": 0.05361123813390732, "test_loss_bbox_2_unscaled": 0.05037156461775303, "test_loss_bbox_3_unscaled": 0.049490504440665245, "test_loss_bbox_4_unscaled": 0.049006822362542155, "test_loss_ce_unscaled": 0.21864193881750107, "test_loss_ce_0_unscaled": 0.30284949078559875, "test_loss_ce_1_unscaled": 0.27068744101524356, "test_loss_ce_2_unscaled": 0.24519000829458237, "test_loss_ce_3_unscaled": 0.23063423812389375, "test_loss_ce_4_unscaled": 0.22085429009199142, "test_loss_giou_unscaled": 0.2924512858510017, "test_loss_giou_0_unscaled": 0.43506794657707215, "test_loss_giou_1_unscaled": 0.32480852946043015, "test_loss_giou_2_unscaled": 0.3021172999382019, "test_loss_giou_3_unscaled": 0.29707126591205596, "test_loss_giou_4_unscaled": 0.2951111368894577, "test_coco_eval_bbox": [0.38123438492523504, 0.5927299706336456, 0.40333235028239683, 0.20755837955552503, 0.4180998310204239, 0.5371748818394916, 0.3203887285310646, 0.5206492869749076, 0.5582159302582038, 0.32441253751080285, 0.6115159624013634, 0.7688440422455313], "epoch": 28, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 7.637232569546559, "train_loss": 8.150339416265648, "train_loss_bbox": 0.24919452018059268, "train_loss_bbox_0": 0.370150428885627, "train_loss_bbox_1": 0.27633191564572723, "train_loss_bbox_2": 0.25858779019985667, "train_loss_bbox_3": 0.25336014183713573, "train_loss_bbox_4": 0.2528447169902746, "train_loss_ce": 0.39797294954860646, "train_loss_ce_0": 0.5729119294847959, "train_loss_ce_1": 0.5023187908307313, "train_loss_ce_2": 0.4518639050181222, "train_loss_ce_3": 0.42250600387049386, "train_loss_ce_4": 0.4015024066088278, "train_loss_giou": 0.5698575110007297, "train_loss_giou_0": 0.8105521344548389, "train_loss_giou_1": 0.6208332612864642, "train_loss_giou_2": 0.5853922885441899, "train_loss_giou_3": 0.5776287266533848, "train_loss_giou_4": 0.5765299925530987, "train_cardinality_error_unscaled": 292.61297849316924, "train_cardinality_error_0_unscaled": 292.6994200595158, "train_cardinality_error_1_unscaled": 292.63429088326797, "train_cardinality_error_2_unscaled": 292.57547680238065, "train_cardinality_error_3_unscaled": 292.5556353983498, "train_cardinality_error_4_unscaled": 292.573557757338, "train_class_error_unscaled": 7.637232569546559, "train_loss_bbox_unscaled": 0.0498389040515377, "train_loss_bbox_0_unscaled": 0.07403008577430359, "train_loss_bbox_1_unscaled": 0.055266383124056115, "train_loss_bbox_2_unscaled": 0.05171755804173496, "train_loss_bbox_3_unscaled": 0.050672028362010284, "train_loss_bbox_4_unscaled": 0.050568943391756244, "train_loss_ce_unscaled": 0.19898647477430323, "train_loss_ce_0_unscaled": 0.28645596474239793, "train_loss_ce_1_unscaled": 0.25115939541536564, "train_loss_ce_2_unscaled": 0.2259319525090611, "train_loss_ce_3_unscaled": 0.21125300193524693, "train_loss_ce_4_unscaled": 0.2007512033044139, "train_loss_giou_unscaled": 0.28492875550036484, "train_loss_giou_0_unscaled": 0.40527606722741943, "train_loss_giou_1_unscaled": 0.3104166306432321, "train_loss_giou_2_unscaled": 0.29269614427209495, "train_loss_giou_3_unscaled": 0.2888143633266924, "train_loss_giou_4_unscaled": 0.28826499627654933, "test_class_error": 9.099690336608887, "test_loss": 8.31254804763794, "test_loss_bbox": 0.23881787015199663, "test_loss_bbox_0": 0.3609531952857971, "test_loss_bbox_1": 0.2646562793970108, "test_loss_bbox_2": 0.2469778752207756, "test_loss_bbox_3": 0.2415937059402466, "test_loss_bbox_4": 0.2426471179485321, "test_loss_ce": 0.42984654564857483, "test_loss_ce_0": 0.5908150094985962, "test_loss_ce_1": 0.5290743409395218, "test_loss_ce_2": 0.4866141997098923, "test_loss_ce_3": 0.457336262011528, "test_loss_ce_4": 0.4346365802288055, "test_loss_giou": 0.5701075562953949, "test_loss_giou_0": 0.8519322691917419, "test_loss_giou_1": 0.6265884628772735, "test_loss_giou_2": 0.5855474940061569, "test_loss_giou_3": 0.5773816071271897, "test_loss_giou_4": 0.5770216668605804, "test_cardinality_error_unscaled": 291.8642, "test_cardinality_error_0_unscaled": 292.3374, "test_cardinality_error_1_unscaled": 292.0938, "test_cardinality_error_2_unscaled": 291.4052, "test_cardinality_error_3_unscaled": 291.4328, "test_cardinality_error_4_unscaled": 292.046, "test_class_error_unscaled": 9.099690336608887, "test_loss_bbox_unscaled": 0.047763574010133744, "test_loss_bbox_0_unscaled": 0.07219063919782638, "test_loss_bbox_1_unscaled": 0.052931255894899366, "test_loss_bbox_2_unscaled": 0.04939557509422302, "test_loss_bbox_3_unscaled": 0.04831874131858349, "test_loss_bbox_4_unscaled": 0.04852942353487015, "test_loss_ce_unscaled": 0.21492327282428741, "test_loss_ce_0_unscaled": 0.2954075047492981, "test_loss_ce_1_unscaled": 0.2645371704697609, "test_loss_ce_2_unscaled": 0.24330709985494614, "test_loss_ce_3_unscaled": 0.228668131005764, "test_loss_ce_4_unscaled": 0.21731829011440276, "test_loss_giou_unscaled": 0.28505377814769745, "test_loss_giou_0_unscaled": 0.42596613459587096, "test_loss_giou_1_unscaled": 0.31329423143863677, "test_loss_giou_2_unscaled": 0.29277374700307846, "test_loss_giou_3_unscaled": 0.28869080356359483, "test_loss_giou_4_unscaled": 0.2885108334302902, "test_coco_eval_bbox": [0.3879134357956827, 0.5952212875343247, 0.4134935006567349, 0.21051758368127063, 0.42370899937005374, 0.5487443518894997, 0.32509170856703945, 0.5240347491085247, 0.5624114738484778, 0.32289931551118983, 0.6136479280211442, 0.7853715595817715], "epoch": 29, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 7.60513962010126, "train_loss": 8.11490036395411, "train_loss_bbox": 0.24879880846211863, "train_loss_bbox_0": 0.3672378992221682, "train_loss_bbox_1": 0.2758937890351778, "train_loss_bbox_2": 0.2580824956992241, "train_loss_bbox_3": 0.2531608412384656, "train_loss_bbox_4": 0.2524087634277726, "train_loss_ce": 0.3937660191174363, "train_loss_ce_0": 0.5685495783979381, "train_loss_ce_1": 0.4978051055724125, "train_loss_ce_2": 0.44781989142869105, "train_loss_ce_3": 0.41766523493331165, "train_loss_ce_4": 0.3970257810831078, "train_loss_giou": 0.5696777874284147, "train_loss_giou_0": 0.8074068971291682, "train_loss_giou_1": 0.6203709068667432, "train_loss_giou_2": 0.5848802864273395, "train_loss_giou_3": 0.5777508964608152, "train_loss_giou_4": 0.5765993806738726, "train_cardinality_error_unscaled": 292.61572602461786, "train_cardinality_error_0_unscaled": 292.8358836061139, "train_cardinality_error_1_unscaled": 292.70602258893547, "train_cardinality_error_2_unscaled": 292.6372920330042, "train_cardinality_error_3_unscaled": 292.52228459353444, "train_cardinality_error_4_unscaled": 292.46833998376843, "train_class_error_unscaled": 7.60513962010126, "train_loss_bbox_unscaled": 0.049759761680380654, "train_loss_bbox_0_unscaled": 0.07344757983868924, "train_loss_bbox_1_unscaled": 0.05517875779474054, "train_loss_bbox_2_unscaled": 0.05161649913646872, "train_loss_bbox_3_unscaled": 0.05063216825038896, "train_loss_bbox_4_unscaled": 0.050481752676786756, "train_loss_ce_unscaled": 0.19688300955871815, "train_loss_ce_0_unscaled": 0.28427478919896904, "train_loss_ce_1_unscaled": 0.24890255278620624, "train_loss_ce_2_unscaled": 0.22390994571434553, "train_loss_ce_3_unscaled": 0.20883261746665582, "train_loss_ce_4_unscaled": 0.1985128905415539, "train_loss_giou_unscaled": 0.28483889371420734, "train_loss_giou_0_unscaled": 0.4037034485645841, "train_loss_giou_1_unscaled": 0.3101854534333716, "train_loss_giou_2_unscaled": 0.29244014321366973, "train_loss_giou_3_unscaled": 0.2888754482304076, "train_loss_giou_4_unscaled": 0.2882996903369363, "test_class_error": 9.148065245819092, "test_loss": 8.31190499343872, "test_loss_bbox": 0.24024768735170365, "test_loss_bbox_0": 0.36325762798786165, "test_loss_bbox_1": 0.2687206682920456, "test_loss_bbox_2": 0.25047030876874926, "test_loss_bbox_3": 0.244213410115242, "test_loss_bbox_4": 0.24305608011484145, "test_loss_ce": 0.42774115245342254, "test_loss_ce_0": 0.5852432214736939, "test_loss_ce_1": 0.5179499567985535, "test_loss_ce_2": 0.4722492665290833, "test_loss_ce_3": 0.4459430568933487, "test_loss_ce_4": 0.4298897525072098, "test_loss_giou": 0.5738767579078674, "test_loss_giou_0": 0.8532058424472809, "test_loss_giou_1": 0.6347043000936509, "test_loss_giou_2": 0.5946763651371002, "test_loss_giou_3": 0.585077695941925, "test_loss_giou_4": 0.5813818619728088, "test_cardinality_error_unscaled": 292.3924, "test_cardinality_error_0_unscaled": 292.5488, "test_cardinality_error_1_unscaled": 292.453, "test_cardinality_error_2_unscaled": 292.3802, "test_cardinality_error_3_unscaled": 292.3328, "test_cardinality_error_4_unscaled": 292.297, "test_class_error_unscaled": 9.148065245819092, "test_loss_bbox_unscaled": 0.048049537327885625, "test_loss_bbox_0_unscaled": 0.07265152566432953, "test_loss_bbox_1_unscaled": 0.05374413371384144, "test_loss_bbox_2_unscaled": 0.0500940617531538, "test_loss_bbox_3_unscaled": 0.04884268203675747, "test_loss_bbox_4_unscaled": 0.04861121609210968, "test_loss_ce_unscaled": 0.21387057622671127, "test_loss_ce_0_unscaled": 0.29262161073684695, "test_loss_ce_1_unscaled": 0.25897497839927675, "test_loss_ce_2_unscaled": 0.23612463326454164, "test_loss_ce_3_unscaled": 0.22297152844667434, "test_loss_ce_4_unscaled": 0.2149448762536049, "test_loss_giou_unscaled": 0.2869383789539337, "test_loss_giou_0_unscaled": 0.42660292122364046, "test_loss_giou_1_unscaled": 0.31735215004682543, "test_loss_giou_2_unscaled": 0.2973381825685501, "test_loss_giou_3_unscaled": 0.2925388479709625, "test_loss_giou_4_unscaled": 0.2906909309864044, "test_coco_eval_bbox": [0.3871580670988943, 0.5929261402980065, 0.4091721604557284, 0.21497214316598154, 0.41994366388899673, 0.5449175994746512, 0.32807625888818615, 0.5278743986527599, 0.563809852226438, 0.3233885873205074, 0.6164205326715245, 0.7899073944310099], "epoch": 30, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 7.492628728845164, "train_loss": 8.07092404433263, "train_loss_bbox": 0.24765331668424764, "train_loss_bbox_0": 0.36480719526106237, "train_loss_bbox_1": 0.27399061986213846, "train_loss_bbox_2": 0.2568276379054371, "train_loss_bbox_3": 0.25187882670172007, "train_loss_bbox_4": 0.25121099642737055, "train_loss_ce": 0.3908674825848572, "train_loss_ce_0": 0.5659031817027169, "train_loss_ce_1": 0.49423655026476293, "train_loss_ce_2": 0.4430319941817432, "train_loss_ce_3": 0.41425153034292367, "train_loss_ce_4": 0.39365179590774046, "train_loss_giou": 0.5672639271660875, "train_loss_giou_0": 0.8048207513876153, "train_loss_giou_1": 0.6179944172352412, "train_loss_giou_2": 0.5830995369131665, "train_loss_giou_3": 0.5752802145345259, "train_loss_giou_4": 0.5741540655286131, "train_cardinality_error_unscaled": 292.4577641011768, "train_cardinality_error_0_unscaled": 292.6731790206953, "train_cardinality_error_1_unscaled": 292.66243405924524, "train_cardinality_error_2_unscaled": 292.6809904639524, "train_cardinality_error_3_unscaled": 292.52799945894765, "train_cardinality_error_4_unscaled": 292.5183281482483, "train_class_error_unscaled": 7.492628728845164, "train_loss_bbox_unscaled": 0.04953066334450872, "train_loss_bbox_0_unscaled": 0.0729614390629958, "train_loss_bbox_1_unscaled": 0.05479812397081523, "train_loss_bbox_2_unscaled": 0.05136552758388404, "train_loss_bbox_3_unscaled": 0.05037576533578378, "train_loss_bbox_4_unscaled": 0.05024219929063903, "train_loss_ce_unscaled": 0.1954337412924286, "train_loss_ce_0_unscaled": 0.28295159085135846, "train_loss_ce_1_unscaled": 0.24711827513238147, "train_loss_ce_2_unscaled": 0.2215159970908716, "train_loss_ce_3_unscaled": 0.20712576517146183, "train_loss_ce_4_unscaled": 0.19682589795387023, "train_loss_giou_unscaled": 0.28363196358304377, "train_loss_giou_0_unscaled": 0.40241037569380766, "train_loss_giou_1_unscaled": 0.3089972086176206, "train_loss_giou_2_unscaled": 0.29154976845658326, "train_loss_giou_3_unscaled": 0.28764010726726297, "train_loss_giou_4_unscaled": 0.28707703276430657, "test_class_error": 9.182655115509034, "test_loss": 8.334065829467773, "test_loss_bbox": 0.24249932017326356, "test_loss_bbox_0": 0.3522876295089722, "test_loss_bbox_1": 0.26467395304441454, "test_loss_bbox_2": 0.24871656928062438, "test_loss_bbox_3": 0.24274071645736695, "test_loss_bbox_4": 0.2455782166838646, "test_loss_ce": 0.4329839246749878, "test_loss_ce_0": 0.5849216170787811, "test_loss_ce_1": 0.5243058933019638, "test_loss_ce_2": 0.4798050611972809, "test_loss_ce_3": 0.45408394331932067, "test_loss_ce_4": 0.4381548593044281, "test_loss_giou": 0.5766061371564866, "test_loss_giou_0": 0.8522163136959076, "test_loss_giou_1": 0.6358072202682495, "test_loss_giou_2": 0.5932562306880951, "test_loss_giou_3": 0.5825058895349503, "test_loss_giou_4": 0.5829223226547241, "test_cardinality_error_unscaled": 291.3304, "test_cardinality_error_0_unscaled": 292.1746, "test_cardinality_error_1_unscaled": 291.874, "test_cardinality_error_2_unscaled": 292.0104, "test_cardinality_error_3_unscaled": 291.841, "test_cardinality_error_4_unscaled": 291.4628, "test_class_error_unscaled": 9.182655115509034, "test_loss_bbox_unscaled": 0.048499863958358765, "test_loss_bbox_0_unscaled": 0.07045752591490746, "test_loss_bbox_1_unscaled": 0.05293479060232639, "test_loss_bbox_2_unscaled": 0.04974331386089325, "test_loss_bbox_3_unscaled": 0.0485481432557106, "test_loss_bbox_4_unscaled": 0.04911564336419105, "test_loss_ce_unscaled": 0.2164919623374939, "test_loss_ce_0_unscaled": 0.29246080853939055, "test_loss_ce_1_unscaled": 0.2621529466509819, "test_loss_ce_2_unscaled": 0.23990253059864045, "test_loss_ce_3_unscaled": 0.22704197165966034, "test_loss_ce_4_unscaled": 0.21907742965221405, "test_loss_giou_unscaled": 0.2883030685782433, "test_loss_giou_0_unscaled": 0.4261081568479538, "test_loss_giou_1_unscaled": 0.31790361013412477, "test_loss_giou_2_unscaled": 0.29662811534404754, "test_loss_giou_3_unscaled": 0.29125294476747515, "test_loss_giou_4_unscaled": 0.29146116132736205, "test_coco_eval_bbox": [0.3886794596197012, 0.6003598800970874, 0.40985617613046393, 0.2068094129138865, 0.42332472909666746, 0.5416764022253235, 0.32462587940803156, 0.5274743776019599, 0.5631388849321872, 0.3207273547220335, 0.6110528356147951, 0.7780210213495945], "epoch": 31, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 7.309637326825283, "train_loss": 8.033730920025771, "train_loss_bbox": 0.24603938374627543, "train_loss_bbox_0": 0.3638202272719368, "train_loss_bbox_1": 0.2724102107480715, "train_loss_bbox_2": 0.2551847817556398, "train_loss_bbox_3": 0.25032565118909994, "train_loss_bbox_4": 0.2495092025303065, "train_loss_ce": 0.3892964318961038, "train_loss_ce_0": 0.566403825440185, "train_loss_ce_1": 0.49287872105719965, "train_loss_ce_2": 0.4409964106005478, "train_loss_ce_3": 0.4118240243747345, "train_loss_ce_4": 0.39186429855273025, "train_loss_giou": 0.5642711875843579, "train_loss_giou_0": 0.8024963926703814, "train_loss_giou_1": 0.6137975344390794, "train_loss_giou_2": 0.5795114020642257, "train_loss_giou_3": 0.5721288394874767, "train_loss_giou_4": 0.5709723931374818, "train_cardinality_error_unscaled": 292.70520255647233, "train_cardinality_error_0_unscaled": 292.9427245367239, "train_cardinality_error_1_unscaled": 292.86397605843365, "train_cardinality_error_2_unscaled": 292.80668368727174, "train_cardinality_error_3_unscaled": 292.70418808332204, "train_cardinality_error_4_unscaled": 292.73645678344377, "train_class_error_unscaled": 7.309637326825283, "train_loss_bbox_unscaled": 0.049207876759282586, "train_loss_bbox_0_unscaled": 0.07276404545670527, "train_loss_bbox_1_unscaled": 0.0544820421505213, "train_loss_bbox_2_unscaled": 0.05103695636946971, "train_loss_bbox_3_unscaled": 0.050065130233310134, "train_loss_bbox_4_unscaled": 0.04990184052518409, "train_loss_ce_unscaled": 0.1946482159480519, "train_loss_ce_0_unscaled": 0.2832019127200925, "train_loss_ce_1_unscaled": 0.24643936052859983, "train_loss_ce_2_unscaled": 0.2204982053002739, "train_loss_ce_3_unscaled": 0.20591201218736724, "train_loss_ce_4_unscaled": 0.19593214927636513, "train_loss_giou_unscaled": 0.28213559379217895, "train_loss_giou_0_unscaled": 0.4012481963351907, "train_loss_giou_1_unscaled": 0.3068987672195397, "train_loss_giou_2_unscaled": 0.28975570103211284, "train_loss_giou_3_unscaled": 0.28606441974373836, "train_loss_giou_4_unscaled": 0.2854861965687409, "test_class_error": 9.175941757965088, "test_loss": 8.335685851287842, "test_loss_bbox": 0.24069839695692063, "test_loss_bbox_0": 0.3540541305541992, "test_loss_bbox_1": 0.26234484423398974, "test_loss_bbox_2": 0.24586683057546616, "test_loss_bbox_3": 0.244792562520504, "test_loss_bbox_4": 0.24395606764554978, "test_loss_ce": 0.43269236118793486, "test_loss_ce_0": 0.6052989914894104, "test_loss_ce_1": 0.5301784367561341, "test_loss_ce_2": 0.4821230174541473, "test_loss_ce_3": 0.45496879580020905, "test_loss_ce_4": 0.4368653637170792, "test_loss_giou": 0.5761496392250061, "test_loss_giou_0": 0.8412417516708374, "test_loss_giou_1": 0.6298491351127624, "test_loss_giou_2": 0.5879673327922821, "test_loss_giou_3": 0.5841925933599472, "test_loss_giou_4": 0.5824455835342407, "test_cardinality_error_unscaled": 291.7572, "test_cardinality_error_0_unscaled": 292.279, "test_cardinality_error_1_unscaled": 291.8702, "test_cardinality_error_2_unscaled": 291.5494, "test_cardinality_error_3_unscaled": 291.9154, "test_cardinality_error_4_unscaled": 292.0528, "test_class_error_unscaled": 9.175941757965088, "test_loss_bbox_unscaled": 0.04813967941701412, "test_loss_bbox_0_unscaled": 0.07081082608699799, "test_loss_bbox_1_unscaled": 0.052468968859314916, "test_loss_bbox_2_unscaled": 0.049173366126418115, "test_loss_bbox_3_unscaled": 0.04895851250588894, "test_loss_bbox_4_unscaled": 0.04879121356904507, "test_loss_ce_unscaled": 0.21634618059396743, "test_loss_ce_0_unscaled": 0.3026494957447052, "test_loss_ce_1_unscaled": 0.26508921837806704, "test_loss_ce_2_unscaled": 0.24106150872707366, "test_loss_ce_3_unscaled": 0.22748439790010452, "test_loss_ce_4_unscaled": 0.2184326818585396, "test_loss_giou_unscaled": 0.28807481961250303, "test_loss_giou_0_unscaled": 0.4206208758354187, "test_loss_giou_1_unscaled": 0.3149245675563812, "test_loss_giou_2_unscaled": 0.29398366639614104, "test_loss_giou_3_unscaled": 0.2920962966799736, "test_loss_giou_4_unscaled": 0.29122279176712035, "test_coco_eval_bbox": [0.39035456330875146, 0.5950040517964368, 0.4131114942746534, 0.21027157807464242, 0.42451566454477185, 0.5534935173662807, 0.33017575573588176, 0.5319058604132678, 0.5690245166847105, 0.31856965734730575, 0.6262094428153332, 0.7918765525603773], "epoch": 32, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 7.290867618112913, "train_loss": 7.999481761873163, "train_loss_bbox": 0.2453947893591908, "train_loss_bbox_0": 0.36090924738870167, "train_loss_bbox_1": 0.2715385690654959, "train_loss_bbox_2": 0.25459095195689624, "train_loss_bbox_3": 0.24947341601506035, "train_loss_bbox_4": 0.2490497812710377, "train_loss_ce": 0.38648416438281946, "train_loss_ce_0": 0.5640498955711273, "train_loss_ce_1": 0.48942394893332747, "train_loss_ce_2": 0.4378577101233443, "train_loss_ce_3": 0.4094462972635727, "train_loss_ce_4": 0.3895514281893654, "train_loss_giou": 0.5627876906704229, "train_loss_giou_0": 0.7979160638048138, "train_loss_giou_1": 0.6125960449092156, "train_loss_giou_2": 0.5780894855730438, "train_loss_giou_3": 0.5708659062111401, "train_loss_giou_4": 0.5694563694975501, "train_cardinality_error_unscaled": 292.5702945353713, "train_cardinality_error_0_unscaled": 292.86700256999865, "train_cardinality_error_1_unscaled": 292.8031753009604, "train_cardinality_error_2_unscaled": 292.61847355606653, "train_cardinality_error_3_unscaled": 292.48951711078047, "train_cardinality_error_4_unscaled": 292.4593788042743, "train_class_error_unscaled": 7.290867618112913, "train_loss_bbox_unscaled": 0.04907895785581432, "train_loss_bbox_0_unscaled": 0.07218184947905046, "train_loss_bbox_1_unscaled": 0.054307713812141785, "train_loss_bbox_2_unscaled": 0.05091819037711904, "train_loss_bbox_3_unscaled": 0.049894683188751864, "train_loss_bbox_4_unscaled": 0.04980995624841275, "train_loss_ce_unscaled": 0.19324208219140973, "train_loss_ce_0_unscaled": 0.28202494778556364, "train_loss_ce_1_unscaled": 0.24471197446666373, "train_loss_ce_2_unscaled": 0.21892885506167215, "train_loss_ce_3_unscaled": 0.20472314863178634, "train_loss_ce_4_unscaled": 0.1947757140946827, "train_loss_giou_unscaled": 0.28139384533521145, "train_loss_giou_0_unscaled": 0.3989580319024069, "train_loss_giou_1_unscaled": 0.3062980224546078, "train_loss_giou_2_unscaled": 0.2890447427865219, "train_loss_giou_3_unscaled": 0.28543295310557004, "train_loss_giou_4_unscaled": 0.28472818474877504, "test_class_error": 8.835086659240723, "test_loss": 8.282011527252198, "test_loss_bbox": 0.23623749905824662, "test_loss_bbox_0": 0.3536451470851898, "test_loss_bbox_1": 0.26214341127872465, "test_loss_bbox_2": 0.24511337858438492, "test_loss_bbox_3": 0.24049796981811525, "test_loss_bbox_4": 0.2410450367450714, "test_loss_ce": 0.4306772193431854, "test_loss_ce_0": 0.5924085206031799, "test_loss_ce_1": 0.5296116676807403, "test_loss_ce_2": 0.48183661110401155, "test_loss_ce_3": 0.45086511895656584, "test_loss_ce_4": 0.4316091197013855, "test_loss_giou": 0.5665200786113739, "test_loss_giou_0": 0.850683664226532, "test_loss_giou_1": 0.6312806237697601, "test_loss_giou_2": 0.5858144706010818, "test_loss_giou_3": 0.5767559672832488, "test_loss_giou_4": 0.5752660042524338, "test_cardinality_error_unscaled": 291.3078, "test_cardinality_error_0_unscaled": 292.1226, "test_cardinality_error_1_unscaled": 291.9958, "test_cardinality_error_2_unscaled": 291.908, "test_cardinality_error_3_unscaled": 291.666, "test_cardinality_error_4_unscaled": 291.777, "test_class_error_unscaled": 8.835086659240723, "test_loss_bbox_unscaled": 0.04724749983549118, "test_loss_bbox_0_unscaled": 0.07072902936339379, "test_loss_bbox_1_unscaled": 0.05242868213653564, "test_loss_bbox_2_unscaled": 0.049022675785422326, "test_loss_bbox_3_unscaled": 0.04809959395825863, "test_loss_bbox_4_unscaled": 0.04820900741815567, "test_loss_ce_unscaled": 0.2153386096715927, "test_loss_ce_0_unscaled": 0.29620426030158997, "test_loss_ce_1_unscaled": 0.26480583384037015, "test_loss_ce_2_unscaled": 0.24091830555200577, "test_loss_ce_3_unscaled": 0.22543255947828292, "test_loss_ce_4_unscaled": 0.21580455985069275, "test_loss_giou_unscaled": 0.28326003930568694, "test_loss_giou_0_unscaled": 0.425341832113266, "test_loss_giou_1_unscaled": 0.31564031188488006, "test_loss_giou_2_unscaled": 0.2929072353005409, "test_loss_giou_3_unscaled": 0.2883779836416244, "test_loss_giou_4_unscaled": 0.2876330021262169, "test_coco_eval_bbox": [0.39067574935888266, 0.5959575131611043, 0.41483336275184324, 0.21232178009326202, 0.42486664481458736, 0.5573885709289763, 0.32800922096534285, 0.5287400094156782, 0.5648063330953323, 0.3181459413282662, 0.615286251046558, 0.7844297244213145], "epoch": 33, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 7.251049848946347, "train_loss": 7.9943177244199815, "train_loss_bbox": 0.2459974282233597, "train_loss_bbox_0": 0.3612213773743864, "train_loss_bbox_1": 0.271324776533785, "train_loss_bbox_2": 0.25472508522498094, "train_loss_bbox_3": 0.2502351655833545, "train_loss_bbox_4": 0.24973018908736896, "train_loss_ce": 0.383767886627725, "train_loss_ce_0": 0.5624554862870297, "train_loss_ce_1": 0.4863825405224902, "train_loss_ce_2": 0.43424095104168964, "train_loss_ce_3": 0.40511842975114537, "train_loss_ce_4": 0.3862641084441394, "train_loss_giou": 0.5645591663573344, "train_loss_giou_0": 0.7998818837304762, "train_loss_giou_1": 0.613830836183177, "train_loss_giou_2": 0.5798229736947536, "train_loss_giou_3": 0.573245229179121, "train_loss_giou_4": 0.5715142015443835, "train_cardinality_error_unscaled": 292.55756289733534, "train_cardinality_error_0_unscaled": 292.91372751251185, "train_cardinality_error_1_unscaled": 292.72997260922494, "train_cardinality_error_2_unscaled": 292.6674472473962, "train_cardinality_error_3_unscaled": 292.50649262816177, "train_cardinality_error_4_unscaled": 292.42194474502907, "train_class_error_unscaled": 7.251049848946347, "train_loss_bbox_unscaled": 0.049199485649332964, "train_loss_bbox_0_unscaled": 0.07224427547341598, "train_loss_bbox_1_unscaled": 0.054264955311166076, "train_loss_bbox_2_unscaled": 0.05094501706290963, "train_loss_bbox_3_unscaled": 0.05004703311077534, "train_loss_bbox_4_unscaled": 0.049946037826065194, "train_loss_ce_unscaled": 0.1918839433138625, "train_loss_ce_0_unscaled": 0.28122774314351484, "train_loss_ce_1_unscaled": 0.2431912702612451, "train_loss_ce_2_unscaled": 0.21712047552084482, "train_loss_ce_3_unscaled": 0.20255921487557269, "train_loss_ce_4_unscaled": 0.1931320542220697, "train_loss_giou_unscaled": 0.2822795831786672, "train_loss_giou_0_unscaled": 0.3999409418652381, "train_loss_giou_1_unscaled": 0.3069154180915885, "train_loss_giou_2_unscaled": 0.2899114868473768, "train_loss_giou_3_unscaled": 0.2866226145895605, "train_loss_giou_4_unscaled": 0.28575710077219174, "test_class_error": 8.865891486358642, "test_loss": 8.291558185577392, "test_loss_bbox": 0.23978316643238068, "test_loss_bbox_0": 0.35836274495124815, "test_loss_bbox_1": 0.26231467863321306, "test_loss_bbox_2": 0.24716808742284774, "test_loss_bbox_3": 0.24370520615577698, "test_loss_bbox_4": 0.24216386725902558, "test_loss_ce": 0.4334082479476929, "test_loss_ce_0": 0.5877622988700867, "test_loss_ce_1": 0.5253508835315704, "test_loss_ce_2": 0.4801855338573456, "test_loss_ce_3": 0.4523694468021393, "test_loss_ce_4": 0.4365290647983551, "test_loss_giou": 0.5717723783016205, "test_loss_giou_0": 0.8429929893970489, "test_loss_giou_1": 0.6253201880216599, "test_loss_giou_2": 0.5861547240257263, "test_loss_giou_3": 0.5792901023387909, "test_loss_giou_4": 0.5769245813369751, "test_cardinality_error_unscaled": 292.3932, "test_cardinality_error_0_unscaled": 292.5254, "test_cardinality_error_1_unscaled": 292.482, "test_cardinality_error_2_unscaled": 292.4592, "test_cardinality_error_3_unscaled": 292.4732, "test_cardinality_error_4_unscaled": 292.4088, "test_class_error_unscaled": 8.865891486358642, "test_loss_bbox_unscaled": 0.04795663329064846, "test_loss_bbox_0_unscaled": 0.07167254890799522, "test_loss_bbox_1_unscaled": 0.05246293572485447, "test_loss_bbox_2_unscaled": 0.04943361748456955, "test_loss_bbox_3_unscaled": 0.04874104112684727, "test_loss_bbox_4_unscaled": 0.04843277340531349, "test_loss_ce_unscaled": 0.21670412397384645, "test_loss_ce_0_unscaled": 0.29388114943504334, "test_loss_ce_1_unscaled": 0.2626754417657852, "test_loss_ce_2_unscaled": 0.2400927669286728, "test_loss_ce_3_unscaled": 0.22618472340106965, "test_loss_ce_4_unscaled": 0.21826453239917756, "test_loss_giou_unscaled": 0.28588618915081027, "test_loss_giou_0_unscaled": 0.42149649469852446, "test_loss_giou_1_unscaled": 0.31266009401082995, "test_loss_giou_2_unscaled": 0.29307736201286316, "test_loss_giou_3_unscaled": 0.28964505116939543, "test_loss_giou_4_unscaled": 0.28846229066848755, "test_coco_eval_bbox": [0.3917258701072372, 0.5985554216025701, 0.4130485008684155, 0.20938025082770192, 0.4323926943145626, 0.5515952439401648, 0.3234854451496861, 0.5238413517992968, 0.5585135662651594, 0.3146552163947509, 0.6150871417471977, 0.7737458199408632], "epoch": 34, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 7.10802881230396, "train_loss": 7.956012605443692, "train_loss_bbox": 0.24388976005115998, "train_loss_bbox_0": 0.35992596452143943, "train_loss_bbox_1": 0.2703458542314375, "train_loss_bbox_2": 0.25335115152447063, "train_loss_bbox_3": 0.24865235063115992, "train_loss_bbox_4": 0.2474622165540607, "train_loss_ce": 0.38300328614812784, "train_loss_ce_0": 0.5645160679261384, "train_loss_ce_1": 0.4859643989001626, "train_loss_ce_2": 0.4329699246807687, "train_loss_ce_3": 0.4040573623964086, "train_loss_ce_4": 0.3855283390264517, "train_loss_giou": 0.5598540996869878, "train_loss_giou_0": 0.7953685912486667, "train_loss_giou_1": 0.6097893494864237, "train_loss_giou_2": 0.5760323270645417, "train_loss_giou_3": 0.5686711313581654, "train_loss_giou_4": 0.5666304262898924, "train_cardinality_error_unscaled": 292.66762478019746, "train_cardinality_error_0_unscaled": 292.9753652103341, "train_cardinality_error_1_unscaled": 292.7636277559854, "train_cardinality_error_2_unscaled": 292.83105640470717, "train_cardinality_error_3_unscaled": 292.7496787501691, "train_cardinality_error_4_unscaled": 292.6774229000406, "train_class_error_unscaled": 7.10802881230396, "train_loss_bbox_unscaled": 0.04877795199372945, "train_loss_bbox_0_unscaled": 0.07198519291915277, "train_loss_bbox_1_unscaled": 0.05406917086916429, "train_loss_bbox_2_unscaled": 0.050670230295194164, "train_loss_bbox_3_unscaled": 0.04973047012638315, "train_loss_bbox_4_unscaled": 0.04949244331411264, "train_loss_ce_unscaled": 0.19150164307406392, "train_loss_ce_0_unscaled": 0.2822580339630692, "train_loss_ce_1_unscaled": 0.2429821994500813, "train_loss_ce_2_unscaled": 0.21648496234038436, "train_loss_ce_3_unscaled": 0.2020286811982043, "train_loss_ce_4_unscaled": 0.19276416951322586, "train_loss_giou_unscaled": 0.2799270498434939, "train_loss_giou_0_unscaled": 0.39768429562433333, "train_loss_giou_1_unscaled": 0.30489467474321186, "train_loss_giou_2_unscaled": 0.28801616353227083, "train_loss_giou_3_unscaled": 0.2843355656790827, "train_loss_giou_4_unscaled": 0.2833152131449462, "test_class_error": 9.005814879608154, "test_loss": 8.241769333648682, "test_loss_bbox": 0.23638972433805466, "test_loss_bbox_0": 0.3481884905576706, "test_loss_bbox_1": 0.2591560726761818, "test_loss_bbox_2": 0.24363258216381073, "test_loss_bbox_3": 0.24062647595405579, "test_loss_bbox_4": 0.23887829699516297, "test_loss_ce": 0.42462398009300234, "test_loss_ce_0": 0.5972109767436982, "test_loss_ce_1": 0.5295970458984375, "test_loss_ce_2": 0.4722958787202835, "test_loss_ce_3": 0.4462548174858093, "test_loss_ce_4": 0.4276862641096115, "test_loss_giou": 0.569680186510086, "test_loss_giou_0": 0.8424191597938537, "test_loss_giou_1": 0.6239885352373123, "test_loss_giou_2": 0.5867309389352798, "test_loss_giou_3": 0.5791149579763413, "test_loss_giou_4": 0.5752949781179428, "test_cardinality_error_unscaled": 291.8054, "test_cardinality_error_0_unscaled": 292.4158, "test_cardinality_error_1_unscaled": 292.2126, "test_cardinality_error_2_unscaled": 292.1114, "test_cardinality_error_3_unscaled": 291.9048, "test_cardinality_error_4_unscaled": 292.1696, "test_class_error_unscaled": 9.005814879608154, "test_loss_bbox_unscaled": 0.04727794484645128, "test_loss_bbox_0_unscaled": 0.06963769817352294, "test_loss_bbox_1_unscaled": 0.051831214445829395, "test_loss_bbox_2_unscaled": 0.048726516443490984, "test_loss_bbox_3_unscaled": 0.04812529515326023, "test_loss_bbox_4_unscaled": 0.04777565933167934, "test_loss_ce_unscaled": 0.21231199004650117, "test_loss_ce_0_unscaled": 0.2986054883718491, "test_loss_ce_1_unscaled": 0.26479852294921874, "test_loss_ce_2_unscaled": 0.23614793936014175, "test_loss_ce_3_unscaled": 0.22312740874290465, "test_loss_ce_4_unscaled": 0.21384313205480576, "test_loss_giou_unscaled": 0.284840093255043, "test_loss_giou_0_unscaled": 0.42120957989692687, "test_loss_giou_1_unscaled": 0.3119942676186562, "test_loss_giou_2_unscaled": 0.2933654694676399, "test_loss_giou_3_unscaled": 0.28955747898817064, "test_loss_giou_4_unscaled": 0.2876474890589714, "test_coco_eval_bbox": [0.39786703584888455, 0.6051209151564606, 0.4202104772053954, 0.21493767414119225, 0.4333577316852138, 0.5620609172818861, 0.32930622350657685, 0.5278608858757238, 0.562876790914954, 0.3239409294373559, 0.6118419358698916, 0.7760929774392012], "epoch": 35, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 7.1029543724754065, "train_loss": 7.935157793906227, "train_loss_bbox": 0.24404391516481252, "train_loss_bbox_0": 0.3588742950494567, "train_loss_bbox_1": 0.2691854557525591, "train_loss_bbox_2": 0.25255169705197417, "train_loss_bbox_3": 0.24813378832445213, "train_loss_bbox_4": 0.24728442663164354, "train_loss_ce": 0.3808248607018764, "train_loss_ce_0": 0.5612047863102533, "train_loss_ce_1": 0.4843691573480171, "train_loss_ce_2": 0.43230797166787577, "train_loss_ce_3": 0.40271489127228827, "train_loss_ce_4": 0.384008870517411, "train_loss_giou": 0.5595555673051668, "train_loss_giou_0": 0.7934388743574171, "train_loss_giou_1": 0.6082004902318239, "train_loss_giou_2": 0.5745488592847652, "train_loss_giou_3": 0.5678398561170487, "train_loss_giou_4": 0.5660700273279181, "train_cardinality_error_unscaled": 292.74128398485055, "train_cardinality_error_0_unscaled": 292.9001673880698, "train_cardinality_error_1_unscaled": 292.8060750033816, "train_cardinality_error_2_unscaled": 292.7834015284729, "train_cardinality_error_3_unscaled": 292.72728425537673, "train_cardinality_error_4_unscaled": 292.72903422156094, "train_class_error_unscaled": 7.1029543724754065, "train_loss_bbox_unscaled": 0.048808783023186954, "train_loss_bbox_0_unscaled": 0.07177485899850333, "train_loss_bbox_1_unscaled": 0.05383709115242662, "train_loss_bbox_2_unscaled": 0.0505103393996115, "train_loss_bbox_3_unscaled": 0.04962675767486753, "train_loss_bbox_4_unscaled": 0.04945688534426734, "train_loss_ce_unscaled": 0.1904124303509382, "train_loss_ce_0_unscaled": 0.28060239315512664, "train_loss_ce_1_unscaled": 0.24218457867400855, "train_loss_ce_2_unscaled": 0.21615398583393788, "train_loss_ce_3_unscaled": 0.20135744563614413, "train_loss_ce_4_unscaled": 0.1920044352587055, "train_loss_giou_unscaled": 0.2797777836525834, "train_loss_giou_0_unscaled": 0.39671943717870856, "train_loss_giou_1_unscaled": 0.30410024511591194, "train_loss_giou_2_unscaled": 0.2872744296423826, "train_loss_giou_3_unscaled": 0.28391992805852434, "train_loss_giou_4_unscaled": 0.28303501366395906, "test_class_error": 8.973911888122558, "test_loss": 8.191917256927491, "test_loss_bbox": 0.23843654203414916, "test_loss_bbox_0": 0.3495020761013031, "test_loss_bbox_1": 0.26138214457035064, "test_loss_bbox_2": 0.24437801122665406, "test_loss_bbox_3": 0.24073881751298903, "test_loss_bbox_4": 0.24148687673807145, "test_loss_ce": 0.4268226036787033, "test_loss_ce_0": 0.5863500014781952, "test_loss_ce_1": 0.5152280980110169, "test_loss_ce_2": 0.470196737241745, "test_loss_ce_3": 0.4440711754798889, "test_loss_ce_4": 0.4288269405603409, "test_loss_giou": 0.5652641947031021, "test_loss_giou_0": 0.833669530916214, "test_loss_giou_1": 0.6196437341451645, "test_loss_giou_2": 0.5808701993703842, "test_loss_giou_3": 0.5736074748277664, "test_loss_giou_4": 0.5714420796632766, "test_cardinality_error_unscaled": 291.873, "test_cardinality_error_0_unscaled": 292.217, "test_cardinality_error_1_unscaled": 291.978, "test_cardinality_error_2_unscaled": 292.2034, "test_cardinality_error_3_unscaled": 291.9676, "test_cardinality_error_4_unscaled": 291.4486, "test_class_error_unscaled": 8.973911888122558, "test_loss_bbox_unscaled": 0.047687308409810066, "test_loss_bbox_0_unscaled": 0.06990041536688804, "test_loss_bbox_1_unscaled": 0.052276428842544555, "test_loss_bbox_2_unscaled": 0.048875602304935456, "test_loss_bbox_3_unscaled": 0.048147763496637346, "test_loss_bbox_4_unscaled": 0.048297375351190566, "test_loss_ce_unscaled": 0.21341130183935164, "test_loss_ce_0_unscaled": 0.2931750007390976, "test_loss_ce_1_unscaled": 0.25761404900550844, "test_loss_ce_2_unscaled": 0.2350983686208725, "test_loss_ce_3_unscaled": 0.22203558773994445, "test_loss_ce_4_unscaled": 0.21441347028017044, "test_loss_giou_unscaled": 0.28263209735155104, "test_loss_giou_0_unscaled": 0.416834765458107, "test_loss_giou_1_unscaled": 0.30982186707258225, "test_loss_giou_2_unscaled": 0.2904350996851921, "test_loss_giou_3_unscaled": 0.2868037374138832, "test_loss_giou_4_unscaled": 0.2857210398316383, "test_coco_eval_bbox": [0.3960199008485769, 0.6058108955797025, 0.41966996709469023, 0.21587085637364803, 0.43699366529425293, 0.5526369744000763, 0.32787649102951905, 0.5325640735719331, 0.5694682158772842, 0.3281882188579142, 0.6261828386148841, 0.7903549701978716], "epoch": 36, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 7.035594230831419, "train_loss": 7.9080162049952305, "train_loss_bbox": 0.2433943778012403, "train_loss_bbox_0": 0.3582340921346493, "train_loss_bbox_1": 0.26864042392699206, "train_loss_bbox_2": 0.25180648147392687, "train_loss_bbox_3": 0.24777812873331148, "train_loss_bbox_4": 0.2468896417636825, "train_loss_ce": 0.3784285258044736, "train_loss_ce_0": 0.5609530557355651, "train_loss_ce_1": 0.4820212427137202, "train_loss_ce_2": 0.4293970407183166, "train_loss_ce_3": 0.3999562226024231, "train_loss_ce_4": 0.3810507327025429, "train_loss_giou": 0.5581458361760683, "train_loss_giou_0": 0.7910043050375163, "train_loss_giou_1": 0.6064238302146616, "train_loss_giou_2": 0.5727447208108316, "train_loss_giou_3": 0.5662070893856761, "train_loss_giou_4": 0.5649404587846687, "train_cardinality_error_unscaled": 292.72757168943593, "train_cardinality_error_0_unscaled": 292.6485695928581, "train_cardinality_error_1_unscaled": 292.7689706479102, "train_cardinality_error_2_unscaled": 292.7879582037062, "train_cardinality_error_3_unscaled": 292.6359732179088, "train_cardinality_error_4_unscaled": 292.5285489652374, "train_class_error_unscaled": 7.035594230831419, "train_loss_bbox_unscaled": 0.0486788755533699, "train_loss_bbox_0_unscaled": 0.07164681840969667, "train_loss_bbox_1_unscaled": 0.05372808480817443, "train_loss_bbox_2_unscaled": 0.05036129628231399, "train_loss_bbox_3_unscaled": 0.049555625751902796, "train_loss_bbox_4_unscaled": 0.04937792835895959, "train_loss_ce_unscaled": 0.1892142629022368, "train_loss_ce_0_unscaled": 0.28047652786778254, "train_loss_ce_1_unscaled": 0.2410106213568601, "train_loss_ce_2_unscaled": 0.2146985203591583, "train_loss_ce_3_unscaled": 0.19997811130121154, "train_loss_ce_4_unscaled": 0.19052536635127146, "train_loss_giou_unscaled": 0.27907291808803414, "train_loss_giou_0_unscaled": 0.39550215251875814, "train_loss_giou_1_unscaled": 0.3032119151073308, "train_loss_giou_2_unscaled": 0.2863723604054158, "train_loss_giou_3_unscaled": 0.28310354469283805, "train_loss_giou_4_unscaled": 0.28247022939233435, "test_class_error": 8.53337848892212, "test_loss": 8.239634120941162, "test_loss_bbox": 0.23508377383947374, "test_loss_bbox_0": 0.3474261612176895, "test_loss_bbox_1": 0.2650521595835686, "test_loss_bbox_2": 0.24697257540225984, "test_loss_bbox_3": 0.2408078159093857, "test_loss_bbox_4": 0.23952765127420425, "test_loss_ce": 0.4232992980480194, "test_loss_ce_0": 0.5924894804477692, "test_loss_ce_1": 0.5226342785835266, "test_loss_ce_2": 0.46647526109218596, "test_loss_ce_3": 0.4386761548280716, "test_loss_ce_4": 0.4263845440149307, "test_loss_giou": 0.5726002812147141, "test_loss_giou_0": 0.8463393373012543, "test_loss_giou_1": 0.6307924058198929, "test_loss_giou_2": 0.5883731744527817, "test_loss_giou_3": 0.5790201466560364, "test_loss_giou_4": 0.577679610490799, "test_cardinality_error_unscaled": 292.3266, "test_cardinality_error_0_unscaled": 292.5062, "test_cardinality_error_1_unscaled": 292.5076, "test_cardinality_error_2_unscaled": 292.4522, "test_cardinality_error_3_unscaled": 292.273, "test_cardinality_error_4_unscaled": 292.369, "test_class_error_unscaled": 8.53337848892212, "test_loss_bbox_unscaled": 0.047016754752397534, "test_loss_bbox_0_unscaled": 0.06948523233532905, "test_loss_bbox_1_unscaled": 0.05301043193340302, "test_loss_bbox_2_unscaled": 0.0493945150077343, "test_loss_bbox_3_unscaled": 0.048161563247442245, "test_loss_bbox_4_unscaled": 0.047905530297756196, "test_loss_ce_unscaled": 0.2116496490240097, "test_loss_ce_0_unscaled": 0.2962447402238846, "test_loss_ce_1_unscaled": 0.2613171392917633, "test_loss_ce_2_unscaled": 0.23323763054609298, "test_loss_ce_3_unscaled": 0.2193380774140358, "test_loss_ce_4_unscaled": 0.21319227200746535, "test_loss_giou_unscaled": 0.28630014060735703, "test_loss_giou_0_unscaled": 0.42316966865062716, "test_loss_giou_1_unscaled": 0.31539620290994647, "test_loss_giou_2_unscaled": 0.29418658722639085, "test_loss_giou_3_unscaled": 0.2895100733280182, "test_loss_giou_4_unscaled": 0.2888398052453995, "test_coco_eval_bbox": [0.39285769985459523, 0.6030572036814924, 0.4171588322847004, 0.2082315075485709, 0.4288931104893395, 0.5585611035150965, 0.32512789882107646, 0.526920930352358, 0.5627398928251808, 0.3244201705032288, 0.6146563328339372, 0.7799618829540849], "epoch": 37, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 6.989407857119368, "train_loss": 7.890065184662472, "train_loss_bbox": 0.24138588365532704, "train_loss_bbox_0": 0.35722038471922896, "train_loss_bbox_1": 0.2674117137518107, "train_loss_bbox_2": 0.2506013843297039, "train_loss_bbox_3": 0.24599807532387047, "train_loss_bbox_4": 0.24502833312495498, "train_loss_ce": 0.37834740036272896, "train_loss_ce_0": 0.5561282120117973, "train_loss_ce_1": 0.4802526296309781, "train_loss_ce_2": 0.42820113652430997, "train_loss_ce_3": 0.39952153495030296, "train_loss_ce_4": 0.3807975281048584, "train_loss_giou": 0.5573416397955088, "train_loss_giou_0": 0.7928712029646476, "train_loss_giou_1": 0.6061185941001357, "train_loss_giou_2": 0.5727769953231359, "train_loss_giou_3": 0.5657563471719955, "train_loss_giou_4": 0.5643061848510251, "train_cardinality_error_unscaled": 292.65384485323955, "train_cardinality_error_0_unscaled": 292.79029149195185, "train_cardinality_error_1_unscaled": 292.85345089949953, "train_cardinality_error_2_unscaled": 292.7600601920736, "train_cardinality_error_3_unscaled": 292.72414784255375, "train_cardinality_error_4_unscaled": 292.53953909103205, "train_class_error_unscaled": 6.989407857119368, "train_loss_bbox_unscaled": 0.048277176713529886, "train_loss_bbox_0_unscaled": 0.07144407692444586, "train_loss_bbox_1_unscaled": 0.05348234276626001, "train_loss_bbox_2_unscaled": 0.05012027685372135, "train_loss_bbox_3_unscaled": 0.04919961506714239, "train_loss_bbox_4_unscaled": 0.04900566661466116, "train_loss_ce_unscaled": 0.18917370018136448, "train_loss_ce_0_unscaled": 0.27806410600589865, "train_loss_ce_1_unscaled": 0.24012631481548904, "train_loss_ce_2_unscaled": 0.21410056826215498, "train_loss_ce_3_unscaled": 0.19976076747515148, "train_loss_ce_4_unscaled": 0.1903987640524292, "train_loss_giou_unscaled": 0.2786708198977544, "train_loss_giou_0_unscaled": 0.3964356014823238, "train_loss_giou_1_unscaled": 0.30305929705006784, "train_loss_giou_2_unscaled": 0.28638849766156793, "train_loss_giou_3_unscaled": 0.28287817358599776, "train_loss_giou_4_unscaled": 0.28215309242551256, "test_class_error": 9.055031127166748, "test_loss": 8.353695174407958, "test_loss_bbox": 0.24770734490156174, "test_loss_bbox_0": 0.3557004898786545, "test_loss_bbox_1": 0.27138923325538633, "test_loss_bbox_2": 0.256200826716423, "test_loss_bbox_3": 0.25359555673599243, "test_loss_bbox_4": 0.25258601590394975, "test_loss_ce": 0.4261513537287712, "test_loss_ce_0": 0.585521160030365, "test_loss_ce_1": 0.5159348483085633, "test_loss_ce_2": 0.4639459148168564, "test_loss_ce_3": 0.4401885728597641, "test_loss_ce_4": 0.42957132250070573, "test_loss_giou": 0.5839616668462754, "test_loss_giou_0": 0.8439906580448151, "test_loss_giou_1": 0.6372848442077637, "test_loss_giou_2": 0.6010836512088775, "test_loss_giou_3": 0.5957159579277038, "test_loss_giou_4": 0.5931657120466233, "test_cardinality_error_unscaled": 292.3556, "test_cardinality_error_0_unscaled": 292.461, "test_cardinality_error_1_unscaled": 292.4096, "test_cardinality_error_2_unscaled": 292.3212, "test_cardinality_error_3_unscaled": 292.3666, "test_cardinality_error_4_unscaled": 292.335, "test_class_error_unscaled": 9.055031127166748, "test_loss_bbox_unscaled": 0.04954146904349327, "test_loss_bbox_0_unscaled": 0.0711400980591774, "test_loss_bbox_1_unscaled": 0.054277846631407736, "test_loss_bbox_2_unscaled": 0.051240165269374846, "test_loss_bbox_3_unscaled": 0.05071911135911941, "test_loss_bbox_4_unscaled": 0.05051720323264599, "test_loss_ce_unscaled": 0.2130756768643856, "test_loss_ce_0_unscaled": 0.2927605800151825, "test_loss_ce_1_unscaled": 0.25796742415428164, "test_loss_ce_2_unscaled": 0.2319729574084282, "test_loss_ce_3_unscaled": 0.22009428642988205, "test_loss_ce_4_unscaled": 0.21478566125035287, "test_loss_giou_unscaled": 0.2919808334231377, "test_loss_giou_0_unscaled": 0.42199532902240755, "test_loss_giou_1_unscaled": 0.31864242210388183, "test_loss_giou_2_unscaled": 0.30054182560443876, "test_loss_giou_3_unscaled": 0.2978579789638519, "test_loss_giou_4_unscaled": 0.29658285602331164, "test_coco_eval_bbox": [0.38598555849179045, 0.5938445516083364, 0.4095103063897647, 0.21142828361254307, 0.4192588886077962, 0.5486578905607886, 0.32525407361583136, 0.5287490047069441, 0.5638548517367465, 0.3371318063557739, 0.6118006439118193, 0.7866773680143284], "epoch": 38, "n_parameters": 58073546}
{"train_lr": 9.99999999999901e-05, "train_class_error": 6.979295296645142, "train_loss": 7.869346576776715, "train_loss_bbox": 0.2415725301483052, "train_loss_bbox_0": 0.3560602669240689, "train_loss_bbox_1": 0.26784124937229464, "train_loss_bbox_2": 0.25114970851725354, "train_loss_bbox_3": 0.24636233391246035, "train_loss_bbox_4": 0.2452945004744022, "train_loss_ce": 0.3755396880233633, "train_loss_ce_0": 0.5560285076750933, "train_loss_ce_1": 0.4782092955699635, "train_loss_ce_2": 0.42649677534542707, "train_loss_ce_3": 0.39690759389973795, "train_loss_ce_4": 0.3779650681697353, "train_loss_giou": 0.5560334922999535, "train_loss_giou_0": 0.789535902802344, "train_loss_giou_1": 0.6049407596789209, "train_loss_giou_2": 0.5714746464502903, "train_loss_giou_3": 0.5648323596939777, "train_loss_giou_4": 0.5631019042755203, "train_cardinality_error_unscaled": 292.83416745570133, "train_cardinality_error_0_unscaled": 292.9455819694305, "train_cardinality_error_1_unscaled": 292.82756492628164, "train_cardinality_error_2_unscaled": 292.7704669958068, "train_cardinality_error_3_unscaled": 292.7953469498174, "train_cardinality_error_4_unscaled": 292.73562829703775, "train_class_error_unscaled": 6.979295296645142, "train_loss_bbox_unscaled": 0.048314506030694024, "train_loss_bbox_0_unscaled": 0.07121205336395256, "train_loss_bbox_1_unscaled": 0.05356824986312131, "train_loss_bbox_2_unscaled": 0.050229941698588125, "train_loss_bbox_3_unscaled": 0.04927246678261804, "train_loss_bbox_4_unscaled": 0.0490589001065204, "train_loss_ce_unscaled": 0.18776984401168165, "train_loss_ce_0_unscaled": 0.27801425383754663, "train_loss_ce_1_unscaled": 0.23910464778498175, "train_loss_ce_2_unscaled": 0.21324838767271354, "train_loss_ce_3_unscaled": 0.19845379694986898, "train_loss_ce_4_unscaled": 0.18898253408486765, "train_loss_giou_unscaled": 0.27801674614997673, "train_loss_giou_0_unscaled": 0.394767951401172, "train_loss_giou_1_unscaled": 0.30247037983946046, "train_loss_giou_2_unscaled": 0.28573732322514517, "train_loss_giou_3_unscaled": 0.28241617984698886, "train_loss_giou_4_unscaled": 0.28155095213776016, "test_class_error": 8.84977066268921, "test_loss": 8.177882739639282, "test_loss_bbox": 0.23579222459793092, "test_loss_bbox_0": 0.3533066113233566, "test_loss_bbox_1": 0.26054378941059114, "test_loss_bbox_2": 0.24381503715515138, "test_loss_bbox_3": 0.2404785211801529, "test_loss_bbox_4": 0.2403998526930809, "test_loss_ce": 0.425466726398468, "test_loss_ce_0": 0.5795746520996093, "test_loss_ce_1": 0.5197704638242722, "test_loss_ce_2": 0.4703420855045319, "test_loss_ce_3": 0.4428107481718063, "test_loss_ce_4": 0.4267454321861267, "test_loss_giou": 0.5647304760694504, "test_loss_giou_0": 0.8343627425193787, "test_loss_giou_1": 0.61608546500206, "test_loss_giou_2": 0.578868134188652, "test_loss_giou_3": 0.5721716077327729, "test_loss_giou_4": 0.5726181787252426, "test_cardinality_error_unscaled": 291.681, "test_cardinality_error_0_unscaled": 291.8612, "test_cardinality_error_1_unscaled": 291.401, "test_cardinality_error_2_unscaled": 291.664, "test_cardinality_error_3_unscaled": 291.837, "test_cardinality_error_4_unscaled": 291.7234, "test_class_error_unscaled": 8.84977066268921, "test_loss_bbox_unscaled": 0.04715844483673572, "test_loss_bbox_0_unscaled": 0.07066132230162621, "test_loss_bbox_1_unscaled": 0.05210875782072544, "test_loss_bbox_2_unscaled": 0.048763007479906084, "test_loss_bbox_3_unscaled": 0.04809570428431034, "test_loss_bbox_4_unscaled": 0.048079970559477804, "test_loss_ce_unscaled": 0.212733363199234, "test_loss_ce_0_unscaled": 0.28978732604980467, "test_loss_ce_1_unscaled": 0.2598852319121361, "test_loss_ce_2_unscaled": 0.23517104275226594, "test_loss_ce_3_unscaled": 0.22140537408590316, "test_loss_ce_4_unscaled": 0.21337271609306335, "test_loss_giou_unscaled": 0.2823652380347252, "test_loss_giou_0_unscaled": 0.41718137125968935, "test_loss_giou_1_unscaled": 0.30804273250103, "test_loss_giou_2_unscaled": 0.289434067094326, "test_loss_giou_3_unscaled": 0.28608580386638643, "test_loss_giou_4_unscaled": 0.2863090893626213, "test_coco_eval_bbox": [0.39632179560218117, 0.6027952490508384, 0.4216292014692809, 0.21407630067613673, 0.4300409200906073, 0.5639823479727185, 0.32867396598437937, 0.5333421789383006, 0.5688219261628983, 0.33301476322061446, 0.6160582151959998, 0.783433121443221], "epoch": 39, "n_parameters": 58073546}
{"train_lr": 1.000000000000048e-05, "train_class_error": 5.649283878989976, "train_loss": 7.346133249837653, "train_loss_bbox": 0.22585010644308967, "train_loss_bbox_0": 0.32983310157845086, "train_loss_bbox_1": 0.2487520729049881, "train_loss_bbox_2": 0.23457448999589567, "train_loss_bbox_3": 0.2300541600244956, "train_loss_bbox_4": 0.22921472284668243, "train_loss_ce": 0.3399027163210949, "train_loss_ce_0": 0.5109384427849598, "train_loss_ce_1": 0.43386230647289814, "train_loss_ce_2": 0.384392042586752, "train_loss_ce_3": 0.3584642443424485, "train_loss_ce_4": 0.34187429468188396, "train_loss_giou": 0.5313719509701824, "train_loss_giou_0": 0.750612101272851, "train_loss_giou_1": 0.574062639688923, "train_loss_giou_2": 0.5453902951250351, "train_loss_giou_3": 0.5392858923911589, "train_loss_giou_4": 0.537697666530138, "train_cardinality_error_unscaled": 292.6749036250507, "train_cardinality_error_0_unscaled": 292.84442208846207, "train_cardinality_error_1_unscaled": 292.6652323143514, "train_cardinality_error_2_unscaled": 292.7199293250372, "train_cardinality_error_3_unscaled": 292.739043689977, "train_cardinality_error_4_unscaled": 292.7412417151359, "train_class_error_unscaled": 5.649283878989976, "train_loss_bbox_unscaled": 0.04517002128786209, "train_loss_bbox_0_unscaled": 0.06596662034063294, "train_loss_bbox_1_unscaled": 0.04975041458462566, "train_loss_bbox_2_unscaled": 0.04691489799943108, "train_loss_bbox_3_unscaled": 0.04601083199855005, "train_loss_bbox_4_unscaled": 0.045842944556336016, "train_loss_ce_unscaled": 0.16995135816054746, "train_loss_ce_0_unscaled": 0.2554692213924799, "train_loss_ce_1_unscaled": 0.21693115323644907, "train_loss_ce_2_unscaled": 0.192196021293376, "train_loss_ce_3_unscaled": 0.17923212217122425, "train_loss_ce_4_unscaled": 0.17093714734094198, "train_loss_giou_unscaled": 0.2656859754850912, "train_loss_giou_0_unscaled": 0.3753060506364255, "train_loss_giou_1_unscaled": 0.2870313198444615, "train_loss_giou_2_unscaled": 0.27269514756251756, "train_loss_giou_3_unscaled": 0.26964294619557944, "train_loss_giou_4_unscaled": 0.268848833265069, "test_class_error": 7.512534458160401, "test_loss": 7.728992831039429, "test_loss_bbox": 0.22148476572036743, "test_loss_bbox_0": 0.32213335592746734, "test_loss_bbox_1": 0.24445471730232238, "test_loss_bbox_2": 0.23036582292318344, "test_loss_bbox_3": 0.22617137182950975, "test_loss_bbox_4": 0.22502651122808456, "test_loss_ce": 0.3995045729637146, "test_loss_ce_0": 0.5451088996887207, "test_loss_ce_1": 0.47814538407325746, "test_loss_ce_2": 0.43550405225753785, "test_loss_ce_3": 0.41365059988498687, "test_loss_ce_4": 0.4018904367923737, "test_loss_giou": 0.5424837706327439, "test_loss_giou_0": 0.7922048494338989, "test_loss_giou_1": 0.5933769296646119, "test_loss_giou_2": 0.5580643467426301, "test_loss_giou_3": 0.5504378923892975, "test_loss_giou_4": 0.5489845856428146, "test_cardinality_error_unscaled": 292.1066, "test_cardinality_error_0_unscaled": 292.3654, "test_cardinality_error_1_unscaled": 292.174, "test_cardinality_error_2_unscaled": 292.1516, "test_cardinality_error_3_unscaled": 292.1272, "test_cardinality_error_4_unscaled": 292.1256, "test_class_error_unscaled": 7.512534458160401, "test_loss_bbox_unscaled": 0.044296953128278256, "test_loss_bbox_0_unscaled": 0.06442667118906975, "test_loss_bbox_1_unscaled": 0.04889094342887402, "test_loss_bbox_2_unscaled": 0.04607316461801529, "test_loss_bbox_3_unscaled": 0.045234274369478224, "test_loss_bbox_4_unscaled": 0.04500530222356319, "test_loss_ce_unscaled": 0.1997522864818573, "test_loss_ce_0_unscaled": 0.27255444984436034, "test_loss_ce_1_unscaled": 0.23907269203662873, "test_loss_ce_2_unscaled": 0.21775202612876893, "test_loss_ce_3_unscaled": 0.20682529994249343, "test_loss_ce_4_unscaled": 0.20094521839618684, "test_loss_giou_unscaled": 0.27124188531637194, "test_loss_giou_0_unscaled": 0.39610242471694945, "test_loss_giou_1_unscaled": 0.29668846483230593, "test_loss_giou_2_unscaled": 0.27903217337131503, "test_loss_giou_3_unscaled": 0.27521894619464876, "test_loss_giou_4_unscaled": 0.2744922928214073, "test_coco_eval_bbox": [0.42069702248214913, 0.6326554059884045, 0.44479693232953327, 0.2403983332499488, 0.4537388852147212, 0.5997905928705373, 0.3415001601300386, 0.5527674566146252, 0.5887049871957228, 0.3608359956954981, 0.6401584293368973, 0.809955053190832], "epoch": 40, "n_parameters": 58073546}
{"train_lr": 1.000000000000048e-05, "train_class_error": 5.259886057115965, "train_loss": 7.166397228157764, "train_loss_bbox": 0.22065362072931838, "train_loss_bbox_0": 0.32033284143949736, "train_loss_bbox_1": 0.243022556771054, "train_loss_bbox_2": 0.22911572936167982, "train_loss_bbox_3": 0.22473618154318636, "train_loss_bbox_4": 0.22360709498941406, "train_loss_ce": 0.32844194207790456, "train_loss_ce_0": 0.49739900112039226, "train_loss_ce_1": 0.4179772731104691, "train_loss_ce_2": 0.3700873078192609, "train_loss_ce_3": 0.34581435416294387, "train_loss_ce_4": 0.33070332083907034, "train_loss_giou": 0.5221197504686774, "train_loss_giou_0": 0.7353065769021443, "train_loss_giou_1": 0.5637616206887174, "train_loss_giou_2": 0.5358287092244353, "train_loss_giou_3": 0.5295183304110238, "train_loss_giou_4": 0.5279710158165537, "train_cardinality_error_unscaled": 292.5845056134181, "train_cardinality_error_0_unscaled": 292.88740193426213, "train_cardinality_error_1_unscaled": 292.6670330041932, "train_cardinality_error_2_unscaled": 292.67194474502907, "train_cardinality_error_3_unscaled": 292.6746246449344, "train_cardinality_error_4_unscaled": 292.6383656837549, "train_class_error_unscaled": 5.259886057115965, "train_loss_bbox_unscaled": 0.04413072415838545, "train_loss_bbox_0_unscaled": 0.06406656828976388, "train_loss_bbox_1_unscaled": 0.048604511351640935, "train_loss_bbox_2_unscaled": 0.045823145879239316, "train_loss_bbox_3_unscaled": 0.04494723629639264, "train_loss_bbox_4_unscaled": 0.04472141899155894, "train_loss_ce_unscaled": 0.16422097103895228, "train_loss_ce_0_unscaled": 0.24869950056019613, "train_loss_ce_1_unscaled": 0.20898863655523456, "train_loss_ce_2_unscaled": 0.18504365390963046, "train_loss_ce_3_unscaled": 0.17290717708147194, "train_loss_ce_4_unscaled": 0.16535166041953517, "train_loss_giou_unscaled": 0.2610598752343387, "train_loss_giou_0_unscaled": 0.36765328845107215, "train_loss_giou_1_unscaled": 0.2818808103443587, "train_loss_giou_2_unscaled": 0.26791435461221763, "train_loss_giou_3_unscaled": 0.2647591652055119, "train_loss_giou_4_unscaled": 0.26398550790827685, "test_class_error": 7.292962239837647, "test_loss": 7.634228023147583, "test_loss_bbox": 0.21962911052703857, "test_loss_bbox_0": 0.31372506704330444, "test_loss_bbox_1": 0.24071622859239578, "test_loss_bbox_2": 0.227053727209568, "test_loss_bbox_3": 0.22178052755594255, "test_loss_bbox_4": 0.2217462972521782, "test_loss_ce": 0.39461967138051984, "test_loss_ce_0": 0.5445183023452759, "test_loss_ce_1": 0.4739224562168121, "test_loss_ce_2": 0.4300032614946365, "test_loss_ce_3": 0.4095241184473038, "test_loss_ce_4": 0.39750590586662293, "test_loss_giou": 0.536761011505127, "test_loss_giou_0": 0.7801467112064362, "test_loss_giou_1": 0.5860490148067474, "test_loss_giou_2": 0.5513235142707825, "test_loss_giou_3": 0.543186750793457, "test_loss_giou_4": 0.5420163500547409, "test_cardinality_error_unscaled": 291.8038, "test_cardinality_error_0_unscaled": 292.2858, "test_cardinality_error_1_unscaled": 291.9142, "test_cardinality_error_2_unscaled": 291.9326, "test_cardinality_error_3_unscaled": 291.9834, "test_cardinality_error_4_unscaled": 291.821, "test_class_error_unscaled": 7.292962239837647, "test_loss_bbox_unscaled": 0.04392582206428051, "test_loss_bbox_0_unscaled": 0.06274501339197158, "test_loss_bbox_1_unscaled": 0.04814324577450752, "test_loss_bbox_2_unscaled": 0.04541074543148279, "test_loss_bbox_3_unscaled": 0.044356105470657346, "test_loss_bbox_4_unscaled": 0.044349259473383425, "test_loss_ce_unscaled": 0.19730983569025992, "test_loss_ce_0_unscaled": 0.27225915117263794, "test_loss_ce_1_unscaled": 0.23696122810840606, "test_loss_ce_2_unscaled": 0.21500163074731826, "test_loss_ce_3_unscaled": 0.2047620592236519, "test_loss_ce_4_unscaled": 0.19875295293331147, "test_loss_giou_unscaled": 0.2683805057525635, "test_loss_giou_0_unscaled": 0.3900733556032181, "test_loss_giou_1_unscaled": 0.2930245074033737, "test_loss_giou_2_unscaled": 0.27566175713539126, "test_loss_giou_3_unscaled": 0.2715933753967285, "test_loss_giou_4_unscaled": 0.27100817502737046, "test_coco_eval_bbox": [0.426879734948488, 0.6361648791329609, 0.454778681961466, 0.240076878090122, 0.4604807516496751, 0.6056140580444649, 0.3448207835571738, 0.5570771493269823, 0.5934539866404891, 0.3654405526016944, 0.6460335236610909, 0.8115730620553725], "epoch": 41, "n_parameters": 58073546}
{"train_lr": 1.000000000000048e-05, "train_class_error": 5.171618950733003, "train_loss": 7.094103981641379, "train_loss_bbox": 0.21848206687504476, "train_loss_bbox_0": 0.3165258050970678, "train_loss_bbox_1": 0.24039915917461657, "train_loss_bbox_2": 0.2266907441615857, "train_loss_bbox_3": 0.22262445072700524, "train_loss_bbox_4": 0.22157552141943626, "train_loss_ce": 0.32423052258172774, "train_loss_ce_0": 0.4907953168616862, "train_loss_ce_1": 0.4115398389848001, "train_loss_ce_2": 0.36447208622352334, "train_loss_ce_3": 0.3401105184411363, "train_loss_ce_4": 0.3258057329093214, "train_loss_giou": 0.5182359064788726, "train_loss_giou_0": 0.7297840846686584, "train_loss_giou_1": 0.559786196255392, "train_loss_giou_2": 0.5323261022718917, "train_loss_giou_3": 0.5263938328109397, "train_loss_giou_4": 0.5243260971178919, "train_cardinality_error_unscaled": 292.62555796023264, "train_cardinality_error_0_unscaled": 292.9133893547951, "train_cardinality_error_1_unscaled": 292.6689858650074, "train_cardinality_error_2_unscaled": 292.7155586365481, "train_cardinality_error_3_unscaled": 292.7541001623157, "train_cardinality_error_4_unscaled": 292.6419332476667, "train_class_error_unscaled": 5.171618950733003, "train_loss_bbox_unscaled": 0.043696413373068954, "train_loss_bbox_0_unscaled": 0.06330516101230864, "train_loss_bbox_1_unscaled": 0.048079831821343365, "train_loss_bbox_2_unscaled": 0.04533814884148801, "train_loss_bbox_3_unscaled": 0.04452489014303275, "train_loss_bbox_4_unscaled": 0.04431510427957896, "train_loss_ce_unscaled": 0.16211526129086387, "train_loss_ce_0_unscaled": 0.2453976584308431, "train_loss_ce_1_unscaled": 0.20576991949240006, "train_loss_ce_2_unscaled": 0.18223604311176167, "train_loss_ce_3_unscaled": 0.17005525922056816, "train_loss_ce_4_unscaled": 0.1629028664546607, "train_loss_giou_unscaled": 0.2591179532394363, "train_loss_giou_0_unscaled": 0.3648920423343292, "train_loss_giou_1_unscaled": 0.279893098127696, "train_loss_giou_2_unscaled": 0.26616305113594585, "train_loss_giou_3_unscaled": 0.2631969164054698, "train_loss_giou_4_unscaled": 0.26216304855894595, "test_class_error": 7.024663059997558, "test_loss": 7.624878256607055, "test_loss_bbox": 0.21949202069044113, "test_loss_bbox_0": 0.3141904109954834, "test_loss_bbox_1": 0.2409829458117485, "test_loss_bbox_2": 0.22812764041423797, "test_loss_bbox_3": 0.22236713696718216, "test_loss_bbox_4": 0.22191053425073623, "test_loss_ce": 0.3957445343852043, "test_loss_ce_0": 0.5361530815124512, "test_loss_ce_1": 0.46990580959320066, "test_loss_ce_2": 0.42905212540626525, "test_loss_ce_3": 0.4107283694267273, "test_loss_ce_4": 0.39797064151763917, "test_loss_giou": 0.5351590094566345, "test_loss_giou_0": 0.7822951799869537, "test_loss_giou_1": 0.5856564512491226, "test_loss_giou_2": 0.5511610205411911, "test_loss_giou_3": 0.5432814035654068, "test_loss_giou_4": 0.540699944138527, "test_cardinality_error_unscaled": 291.9822, "test_cardinality_error_0_unscaled": 292.3782, "test_cardinality_error_1_unscaled": 292.1456, "test_cardinality_error_2_unscaled": 292.1186, "test_cardinality_error_3_unscaled": 292.136, "test_cardinality_error_4_unscaled": 291.8956, "test_class_error_unscaled": 7.024663059997558, "test_loss_bbox_unscaled": 0.04389840416610241, "test_loss_bbox_0_unscaled": 0.06283808223605156, "test_loss_bbox_1_unscaled": 0.04819658920168877, "test_loss_bbox_2_unscaled": 0.04562552800327539, "test_loss_bbox_3_unscaled": 0.04447342748194933, "test_loss_bbox_4_unscaled": 0.044382106824219225, "test_loss_ce_unscaled": 0.19787226719260215, "test_loss_ce_0_unscaled": 0.2680765407562256, "test_loss_ce_1_unscaled": 0.23495290479660033, "test_loss_ce_2_unscaled": 0.21452606270313263, "test_loss_ce_3_unscaled": 0.20536418471336365, "test_loss_ce_4_unscaled": 0.19898532075881958, "test_loss_giou_unscaled": 0.26757950472831726, "test_loss_giou_0_unscaled": 0.3911475899934769, "test_loss_giou_1_unscaled": 0.2928282256245613, "test_loss_giou_2_unscaled": 0.27558051027059555, "test_loss_giou_3_unscaled": 0.2716407017827034, "test_loss_giou_4_unscaled": 0.2703499720692635, "test_coco_eval_bbox": [0.4283730628041386, 0.6387972851471013, 0.45541323523054517, 0.24166430262555152, 0.4633727481321298, 0.6095548190573219, 0.34470071781513184, 0.5585859843246833, 0.5942950761507323, 0.3634093025794081, 0.6485903454279327, 0.8146421561985444], "epoch": 42, "n_parameters": 58073546}
{"train_lr": 1.000000000000048e-05, "train_class_error": 5.046400317187305, "train_loss": 7.040872530711128, "train_loss_bbox": 0.21684636053891623, "train_loss_bbox_0": 0.3142378016838714, "train_loss_bbox_1": 0.2388167618066536, "train_loss_bbox_2": 0.2250595795695859, "train_loss_bbox_3": 0.22053628597077474, "train_loss_bbox_4": 0.21963402105705207, "train_loss_ce": 0.3217552925172695, "train_loss_ce_0": 0.4866214819009614, "train_loss_ce_1": 0.4067597645970436, "train_loss_ce_2": 0.3611323301718556, "train_loss_ce_3": 0.3379993963065516, "train_loss_ce_4": 0.3235214723815294, "train_loss_giou": 0.514942197378306, "train_loss_giou_0": 0.7257057951089818, "train_loss_giou_1": 0.5556769104109845, "train_loss_giou_2": 0.5285951358973012, "train_loss_giou_3": 0.52244603471929, "train_loss_giou_4": 0.5205859132685512, "train_cardinality_error_unscaled": 292.570953942919, "train_cardinality_error_0_unscaled": 292.941879142432, "train_cardinality_error_1_unscaled": 292.7521219396727, "train_cardinality_error_2_unscaled": 292.70898992290006, "train_cardinality_error_3_unscaled": 292.7226853104288, "train_cardinality_error_4_unscaled": 292.52563235493034, "train_class_error_unscaled": 5.046400317187305, "train_loss_bbox_unscaled": 0.04336927209317031, "train_loss_bbox_0_unscaled": 0.06284756032578938, "train_loss_bbox_1_unscaled": 0.047763352341804816, "train_loss_bbox_2_unscaled": 0.045011915911246536, "train_loss_bbox_3_unscaled": 0.04410725719843805, "train_loss_bbox_4_unscaled": 0.04392680420453225, "train_loss_ce_unscaled": 0.16087764625863474, "train_loss_ce_0_unscaled": 0.2433107409504807, "train_loss_ce_1_unscaled": 0.2033798822985218, "train_loss_ce_2_unscaled": 0.1805661650859278, "train_loss_ce_3_unscaled": 0.1689996981532758, "train_loss_ce_4_unscaled": 0.1617607361907647, "train_loss_giou_unscaled": 0.257471098689153, "train_loss_giou_0_unscaled": 0.3628528975544909, "train_loss_giou_1_unscaled": 0.2778384552054923, "train_loss_giou_2_unscaled": 0.2642975679486506, "train_loss_giou_3_unscaled": 0.261223017359645, "train_loss_giou_4_unscaled": 0.2602929566342756, "test_class_error": 7.122509890747071, "test_loss": 7.6039622768402095, "test_loss_bbox": 0.2192164123415947, "test_loss_bbox_0": 0.3127759952783585, "test_loss_bbox_1": 0.240372935628891, "test_loss_bbox_2": 0.22749707688093185, "test_loss_bbox_3": 0.2218686141371727, "test_loss_bbox_4": 0.22109232695102693, "test_loss_ce": 0.3946310757637024, "test_loss_ce_0": 0.5338152613639832, "test_loss_ce_1": 0.46883694632053374, "test_loss_ce_2": 0.4283333382606506, "test_loss_ce_3": 0.40853399772644045, "test_loss_ce_4": 0.39714707770347596, "test_loss_giou": 0.5345352048397064, "test_loss_giou_0": 0.7791288873672485, "test_loss_giou_1": 0.5826925217151642, "test_loss_giou_2": 0.5501636167526245, "test_loss_giou_3": 0.5431887382268905, "test_loss_giou_4": 0.5401322495698929, "test_cardinality_error_unscaled": 292.0152, "test_cardinality_error_0_unscaled": 292.3816, "test_cardinality_error_1_unscaled": 292.252, "test_cardinality_error_2_unscaled": 292.2074, "test_cardinality_error_3_unscaled": 292.1784, "test_cardinality_error_4_unscaled": 291.958, "test_class_error_unscaled": 7.122509890747071, "test_loss_bbox_unscaled": 0.04384328247904778, "test_loss_bbox_0_unscaled": 0.06255519914627075, "test_loss_bbox_1_unscaled": 0.04807458713054657, "test_loss_bbox_2_unscaled": 0.045499415469169614, "test_loss_bbox_3_unscaled": 0.04437372279465199, "test_loss_bbox_4_unscaled": 0.04421846546679735, "test_loss_ce_unscaled": 0.1973155378818512, "test_loss_ce_0_unscaled": 0.2669076306819916, "test_loss_ce_1_unscaled": 0.23441847316026687, "test_loss_ce_2_unscaled": 0.2141666691303253, "test_loss_ce_3_unscaled": 0.20426699886322022, "test_loss_ce_4_unscaled": 0.19857353885173798, "test_loss_giou_unscaled": 0.2672676024198532, "test_loss_giou_0_unscaled": 0.38956444368362425, "test_loss_giou_1_unscaled": 0.2913462608575821, "test_loss_giou_2_unscaled": 0.27508180837631224, "test_loss_giou_3_unscaled": 0.27159436911344526, "test_loss_giou_4_unscaled": 0.27006612478494646, "test_coco_eval_bbox": [0.42851000498030184, 0.6384600592040498, 0.454233465616859, 0.24414816883039595, 0.4641698109084272, 0.6070779724464855, 0.34533849156155294, 0.5598152877641043, 0.5953965377490482, 0.36857132576849083, 0.6485046879395943, 0.8163323942998372], "epoch": 43, "n_parameters": 58073546}
{"train_lr": 1.000000000000048e-05, "train_class_error": 4.949230843623598, "train_loss": 7.006186133967383, "train_loss_bbox": 0.2155304253695944, "train_loss_bbox_0": 0.31365023675515397, "train_loss_bbox_1": 0.2373808438705887, "train_loss_bbox_2": 0.22413600491500668, "train_loss_bbox_3": 0.21956941292665413, "train_loss_bbox_4": 0.21834000297385558, "train_loss_ce": 0.3196929108168052, "train_loss_ce_0": 0.4824010180575219, "train_loss_ce_1": 0.4039880026695726, "train_loss_ce_2": 0.35817819791629935, "train_loss_ce_3": 0.33534105448650664, "train_loss_ce_4": 0.3216138370322505, "train_loss_giou": 0.5128706676174238, "train_loss_giou_0": 0.7241238324254062, "train_loss_giou_1": 0.5534212861769935, "train_loss_giou_2": 0.5266744024849028, "train_loss_giou_3": 0.5206882832613435, "train_loss_giou_4": 0.5185857120285083, "train_cardinality_error_unscaled": 292.62596374949277, "train_cardinality_error_0_unscaled": 292.940526511565, "train_cardinality_error_1_unscaled": 292.80320066278915, "train_cardinality_error_2_unscaled": 292.72679392668744, "train_cardinality_error_3_unscaled": 292.74681286351955, "train_cardinality_error_4_unscaled": 292.59125185986744, "train_class_error_unscaled": 4.949230843623598, "train_loss_bbox_unscaled": 0.043106085083921185, "train_loss_bbox_0_unscaled": 0.06273004737814031, "train_loss_bbox_1_unscaled": 0.0474761687847751, "train_loss_bbox_2_unscaled": 0.04482720098481536, "train_loss_bbox_3_unscaled": 0.04391388258868172, "train_loss_bbox_4_unscaled": 0.043668000608275484, "train_loss_ce_unscaled": 0.1598464554084026, "train_loss_ce_0_unscaled": 0.24120050902876095, "train_loss_ce_1_unscaled": 0.2019940013347863, "train_loss_ce_2_unscaled": 0.17908909895814967, "train_loss_ce_3_unscaled": 0.16767052724325332, "train_loss_ce_4_unscaled": 0.16080691851612525, "train_loss_giou_unscaled": 0.2564353338087119, "train_loss_giou_0_unscaled": 0.3620619162127031, "train_loss_giou_1_unscaled": 0.27671064308849674, "train_loss_giou_2_unscaled": 0.2633372012424514, "train_loss_giou_3_unscaled": 0.26034414163067177, "train_loss_giou_4_unscaled": 0.25929285601425417, "test_class_error": 7.0685454383850095, "test_loss": 7.596827778244019, "test_loss_bbox": 0.21963836961984634, "test_loss_bbox_0": 0.31200266025066375, "test_loss_bbox_1": 0.23896490947008134, "test_loss_bbox_2": 0.22674658477306367, "test_loss_bbox_3": 0.2226316272854805, "test_loss_bbox_4": 0.22146299360990523, "test_loss_ce": 0.39601368741989135, "test_loss_ce_0": 0.5359325442790985, "test_loss_ce_1": 0.46931142177581786, "test_loss_ce_2": 0.42945442252159116, "test_loss_ce_3": 0.40840488251447676, "test_loss_ce_4": 0.39790198326110837, "test_loss_giou": 0.5319572172403335, "test_loss_giou_0": 0.7795152252197266, "test_loss_giou_1": 0.5817876923561096, "test_loss_giou_2": 0.5470800672054291, "test_loss_giou_3": 0.5406365619421005, "test_loss_giou_4": 0.5373849205493927, "test_cardinality_error_unscaled": 292.0308, "test_cardinality_error_0_unscaled": 292.3882, "test_cardinality_error_1_unscaled": 292.2846, "test_cardinality_error_2_unscaled": 292.228, "test_cardinality_error_3_unscaled": 292.2232, "test_cardinality_error_4_unscaled": 291.995, "test_class_error_unscaled": 7.0685454383850095, "test_loss_bbox_unscaled": 0.04392767385095358, "test_loss_bbox_0_unscaled": 0.06240053207278252, "test_loss_bbox_1_unscaled": 0.04779298184812069, "test_loss_bbox_2_unscaled": 0.045349316868185996, "test_loss_bbox_3_unscaled": 0.04452632542848587, "test_loss_bbox_4_unscaled": 0.04429259873777628, "test_loss_ce_unscaled": 0.19800684370994567, "test_loss_ce_0_unscaled": 0.26796627213954927, "test_loss_ce_1_unscaled": 0.23465571088790893, "test_loss_ce_2_unscaled": 0.21472721126079558, "test_loss_ce_3_unscaled": 0.20420244125723838, "test_loss_ce_4_unscaled": 0.19895099163055419, "test_loss_giou_unscaled": 0.26597860862016676, "test_loss_giou_0_unscaled": 0.3897576126098633, "test_loss_giou_1_unscaled": 0.2908938461780548, "test_loss_giou_2_unscaled": 0.27354003360271456, "test_loss_giou_3_unscaled": 0.27031828097105026, "test_loss_giou_4_unscaled": 0.26869246027469634, "test_coco_eval_bbox": [0.42958228548125804, 0.6399075171843934, 0.45792414225424305, 0.24237991374064718, 0.4635764190775246, 0.6094146306295517, 0.3446957355967116, 0.5593356394036522, 0.5960047349791731, 0.3692657503686692, 0.6485356524332597, 0.8167935584928161], "epoch": 44, "n_parameters": 58073546}
{"train_lr": 1.000000000000048e-05, "train_class_error": 4.9525855208352665, "train_loss": 6.976709265420615, "train_loss_bbox": 0.214465005231834, "train_loss_bbox_0": 0.31156706350244434, "train_loss_bbox_1": 0.23620520997981442, "train_loss_bbox_2": 0.22289240821121703, "train_loss_bbox_3": 0.21825452267631826, "train_loss_bbox_4": 0.21723091681588008, "train_loss_ce": 0.3173964831234335, "train_loss_ce_0": 0.4795230422589722, "train_loss_ce_1": 0.40094010492346616, "train_loss_ce_2": 0.3551227662409495, "train_loss_ce_3": 0.3325933108823549, "train_loss_ce_4": 0.3189841602783689, "train_loss_giou": 0.5122859579294691, "train_loss_giou_0": 0.7224417452318862, "train_loss_giou_1": 0.5526739705057182, "train_loss_giou_2": 0.5259747198391965, "train_loss_giou_3": 0.5200357739369569, "train_loss_giou_4": 0.5181220993681801, "train_cardinality_error_unscaled": 292.6033409982416, "train_cardinality_error_0_unscaled": 292.9338140808873, "train_cardinality_error_1_unscaled": 292.84268057622074, "train_cardinality_error_2_unscaled": 292.77145610712836, "train_cardinality_error_3_unscaled": 292.7866562964967, "train_cardinality_error_4_unscaled": 292.6095292844583, "train_class_error_unscaled": 4.9525855208352665, "train_loss_bbox_unscaled": 0.04289300104089955, "train_loss_bbox_0_unscaled": 0.062313412687135666, "train_loss_bbox_1_unscaled": 0.04724104200329455, "train_loss_bbox_2_unscaled": 0.044578481647735854, "train_loss_bbox_3_unscaled": 0.043650904546399714, "train_loss_bbox_4_unscaled": 0.04344618334233999, "train_loss_ce_unscaled": 0.15869824156171675, "train_loss_ce_0_unscaled": 0.2397615211294861, "train_loss_ce_1_unscaled": 0.20047005246173308, "train_loss_ce_2_unscaled": 0.17756138312047476, "train_loss_ce_3_unscaled": 0.16629665544117744, "train_loss_ce_4_unscaled": 0.15949208013918445, "train_loss_giou_unscaled": 0.25614297896473454, "train_loss_giou_0_unscaled": 0.3612208726159431, "train_loss_giou_1_unscaled": 0.2763369852528591, "train_loss_giou_2_unscaled": 0.26298735991959826, "train_loss_giou_3_unscaled": 0.26001788696847844, "train_loss_giou_4_unscaled": 0.25906104968409005, "test_class_error": 7.044108055877685, "test_loss": 7.579401475143433, "test_loss_bbox": 0.2198537562608719, "test_loss_bbox_0": 0.31084325935840607, "test_loss_bbox_1": 0.23890523377656936, "test_loss_bbox_2": 0.2262101224899292, "test_loss_bbox_3": 0.22261597561836244, "test_loss_bbox_4": 0.2224183555841446, "test_loss_ce": 0.39542038300037385, "test_loss_ce_0": 0.5333277746677398, "test_loss_ce_1": 0.4669603730678558, "test_loss_ce_2": 0.429015492773056, "test_loss_ce_3": 0.4072957461357117, "test_loss_ce_4": 0.39612044479846953, "test_loss_giou": 0.5321759572029113, "test_loss_giou_0": 0.7744590298175812, "test_loss_giou_1": 0.5792853347063065, "test_loss_giou_2": 0.5468957251787185, "test_loss_giou_3": 0.5400449745416641, "test_loss_giou_4": 0.5375535169124603, "test_cardinality_error_unscaled": 291.9074, "test_cardinality_error_0_unscaled": 292.3846, "test_cardinality_error_1_unscaled": 292.1926, "test_cardinality_error_2_unscaled": 292.0134, "test_cardinality_error_3_unscaled": 292.0624, "test_cardinality_error_4_unscaled": 291.7756, "test_class_error_unscaled": 7.044108055877685, "test_loss_bbox_unscaled": 0.043970751228928566, "test_loss_bbox_0_unscaled": 0.06216865190267563, "test_loss_bbox_1_unscaled": 0.047781046879291536, "test_loss_bbox_2_unscaled": 0.04524202457368374, "test_loss_bbox_3_unscaled": 0.044523195099830624, "test_loss_bbox_4_unscaled": 0.04448367111831904, "test_loss_ce_unscaled": 0.19771019150018693, "test_loss_ce_0_unscaled": 0.2666638873338699, "test_loss_ce_1_unscaled": 0.2334801865339279, "test_loss_ce_2_unscaled": 0.214507746386528, "test_loss_ce_3_unscaled": 0.20364787306785584, "test_loss_ce_4_unscaled": 0.19806022239923476, "test_loss_giou_unscaled": 0.26608797860145567, "test_loss_giou_0_unscaled": 0.3872295149087906, "test_loss_giou_1_unscaled": 0.28964266735315325, "test_loss_giou_2_unscaled": 0.27344786258935927, "test_loss_giou_3_unscaled": 0.27002248727083206, "test_loss_giou_4_unscaled": 0.26877675845623017, "test_coco_eval_bbox": [0.4303188487993615, 0.6416149722974227, 0.4572285584565782, 0.24730132269342722, 0.46456933864091704, 0.613210056486789, 0.34536218367327065, 0.5593403331911235, 0.5958320128493879, 0.3712022573835509, 0.6467104858997413, 0.8159442141395173], "epoch": 45, "n_parameters": 58073546}
{"train_lr": 1.000000000000048e-05, "train_class_error": 4.871302364354009, "train_loss": 6.945984358766897, "train_loss_bbox": 0.2137790692882731, "train_loss_bbox_0": 0.30946941825125485, "train_loss_bbox_1": 0.23495645473961754, "train_loss_bbox_2": 0.22182413742266696, "train_loss_bbox_3": 0.21732944250509928, "train_loss_bbox_4": 0.2165153101731601, "train_loss_ce": 0.3153406845252766, "train_loss_ce_0": 0.47763969645510823, "train_loss_ce_1": 0.3986149366779247, "train_loss_ce_2": 0.3530399264634486, "train_loss_ce_3": 0.3310753377871259, "train_loss_ce_4": 0.3170388744937161, "train_loss_giou": 0.5108319895958507, "train_loss_giou_0": 0.7197512023722337, "train_loss_giou_1": 0.5502154826704727, "train_loss_giou_2": 0.5242053394086319, "train_loss_giou_3": 0.5179305748214592, "train_loss_giou_4": 0.5164264850575417, "train_cardinality_error_unscaled": 292.5839307452996, "train_cardinality_error_0_unscaled": 292.967029622616, "train_cardinality_error_1_unscaled": 292.82383673745437, "train_cardinality_error_2_unscaled": 292.777652847288, "train_cardinality_error_3_unscaled": 292.79467063438386, "train_cardinality_error_4_unscaled": 292.58880867036385, "train_class_error_unscaled": 4.871302364354009, "train_loss_bbox_unscaled": 0.04275581387085665, "train_loss_bbox_0_unscaled": 0.06189388365166187, "train_loss_bbox_1_unscaled": 0.04699129093628355, "train_loss_bbox_2_unscaled": 0.04436482750290034, "train_loss_bbox_3_unscaled": 0.043465888491496255, "train_loss_bbox_4_unscaled": 0.043303062028988405, "train_loss_ce_unscaled": 0.1576703422626383, "train_loss_ce_0_unscaled": 0.23881984822755412, "train_loss_ce_1_unscaled": 0.19930746833896235, "train_loss_ce_2_unscaled": 0.1765199632317243, "train_loss_ce_3_unscaled": 0.16553766889356294, "train_loss_ce_4_unscaled": 0.15851943724685805, "train_loss_giou_unscaled": 0.25541599479792537, "train_loss_giou_0_unscaled": 0.35987560118611683, "train_loss_giou_1_unscaled": 0.27510774133523636, "train_loss_giou_2_unscaled": 0.26210266970431595, "train_loss_giou_3_unscaled": 0.2589652874107296, "train_loss_giou_4_unscaled": 0.25821324252877087, "test_class_error": 7.0684987251281735, "test_loss": 7.571303606033325, "test_loss_bbox": 0.21686055179834365, "test_loss_bbox_0": 0.30993909690380095, "test_loss_bbox_1": 0.2381290144920349, "test_loss_bbox_2": 0.22570292328596114, "test_loss_bbox_3": 0.2200643495440483, "test_loss_bbox_4": 0.21894874792098998, "test_loss_ce": 0.39511128418445585, "test_loss_ce_0": 0.5302326411247253, "test_loss_ce_1": 0.4661936095714569, "test_loss_ce_2": 0.42598982157707216, "test_loss_ce_3": 0.4099269527673721, "test_loss_ce_4": 0.3984739777803421, "test_loss_giou": 0.5325464639186859, "test_loss_giou_0": 0.7743314882278443, "test_loss_giou_1": 0.5823809051275254, "test_loss_giou_2": 0.5486163802623749, "test_loss_giou_3": 0.5399140373945236, "test_loss_giou_4": 0.5379413470029831, "test_cardinality_error_unscaled": 291.8064, "test_cardinality_error_0_unscaled": 292.3836, "test_cardinality_error_1_unscaled": 292.1872, "test_cardinality_error_2_unscaled": 292.1874, "test_cardinality_error_3_unscaled": 292.2074, "test_cardinality_error_4_unscaled": 291.8382, "test_class_error_unscaled": 7.0684987251281735, "test_loss_bbox_unscaled": 0.04337211031466723, "test_loss_bbox_0_unscaled": 0.06198781924247742, "test_loss_bbox_1_unscaled": 0.04762580294013023, "test_loss_bbox_2_unscaled": 0.04514058468341827, "test_loss_bbox_3_unscaled": 0.044012869921326636, "test_loss_bbox_4_unscaled": 0.0437897495880723, "test_loss_ce_unscaled": 0.19755564209222792, "test_loss_ce_0_unscaled": 0.2651163205623627, "test_loss_ce_1_unscaled": 0.23309680478572845, "test_loss_ce_2_unscaled": 0.21299491078853608, "test_loss_ce_3_unscaled": 0.20496347638368606, "test_loss_ce_4_unscaled": 0.19923698889017105, "test_loss_giou_unscaled": 0.26627323195934294, "test_loss_giou_0_unscaled": 0.38716574411392213, "test_loss_giou_1_unscaled": 0.2911904525637627, "test_loss_giou_2_unscaled": 0.27430819013118746, "test_loss_giou_3_unscaled": 0.2699570186972618, "test_loss_giou_4_unscaled": 0.26897067350149156, "test_coco_eval_bbox": [0.4299423765126325, 0.639859973282609, 0.4563333301125522, 0.24528129010141714, 0.46628093436293405, 0.6078481606106337, 0.34488496408954444, 0.5591268310434931, 0.5950349200535657, 0.3635091103229316, 0.649309190182374, 0.8124380499874991], "epoch": 46, "n_parameters": 58073546}
{"train_lr": 1.000000000000048e-05, "train_class_error": 4.837918638554185, "train_loss": 6.916397449048885, "train_loss_bbox": 0.21296755294658795, "train_loss_bbox_0": 0.3079109410584642, "train_loss_bbox_1": 0.23476843179898818, "train_loss_bbox_2": 0.22132375583870958, "train_loss_bbox_3": 0.216638865566868, "train_loss_bbox_4": 0.21563719447118157, "train_loss_ce": 0.3136769418518884, "train_loss_ce_0": 0.47544382226256704, "train_loss_ce_1": 0.3947347587748735, "train_loss_ce_2": 0.3505161738469864, "train_loss_ce_3": 0.3290157329077454, "train_loss_ce_4": 0.31550609490869574, "train_loss_giou": 0.5089455469268698, "train_loss_giou_0": 0.7164898185896145, "train_loss_giou_1": 0.5491520000303467, "train_loss_giou_2": 0.5227728852538356, "train_loss_giou_3": 0.5164984963112709, "train_loss_giou_4": 0.5143984321413626, "train_cardinality_error_unscaled": 292.55756289733534, "train_cardinality_error_0_unscaled": 292.9455481536589, "train_cardinality_error_1_unscaled": 292.8332290680373, "train_cardinality_error_2_unscaled": 292.79233734613825, "train_cardinality_error_3_unscaled": 292.7785574191803, "train_cardinality_error_4_unscaled": 292.58440416610307, "train_class_error_unscaled": 4.837918638554185, "train_loss_bbox_unscaled": 0.04259351059848847, "train_loss_bbox_0_unscaled": 0.061582188219226064, "train_loss_bbox_1_unscaled": 0.0469536863628462, "train_loss_bbox_2_unscaled": 0.044264751176207345, "train_loss_bbox_3_unscaled": 0.04332777311987384, "train_loss_bbox_4_unscaled": 0.04312743889738565, "train_loss_ce_unscaled": 0.1568384709259442, "train_loss_ce_0_unscaled": 0.23772191113128352, "train_loss_ce_1_unscaled": 0.19736737938743676, "train_loss_ce_2_unscaled": 0.1752580869234932, "train_loss_ce_3_unscaled": 0.1645078664538727, "train_loss_ce_4_unscaled": 0.15775304745434787, "train_loss_giou_unscaled": 0.2544727734634349, "train_loss_giou_0_unscaled": 0.35824490929480723, "train_loss_giou_1_unscaled": 0.27457600001517335, "train_loss_giou_2_unscaled": 0.2613864426269178, "train_loss_giou_3_unscaled": 0.25824924815563544, "train_loss_giou_4_unscaled": 0.2571992160706813, "test_class_error": 7.056838500213623, "test_loss": 7.526155675506592, "test_loss_bbox": 0.21612785991430283, "test_loss_bbox_0": 0.3074122635602951, "test_loss_bbox_1": 0.23755554463863374, "test_loss_bbox_2": 0.2239021420240402, "test_loss_bbox_3": 0.2191184173941612, "test_loss_bbox_4": 0.21901742471456528, "test_loss_ce": 0.39466880271434784, "test_loss_ce_0": 0.5287253115653991, "test_loss_ce_1": 0.46254443378448484, "test_loss_ce_2": 0.42636618530750275, "test_loss_ce_3": 0.40842871098518374, "test_loss_ce_4": 0.39661502945423127, "test_loss_giou": 0.5293096842527389, "test_loss_giou_0": 0.7684641488552093, "test_loss_giou_1": 0.576038601064682, "test_loss_giou_2": 0.5428820326089859, "test_loss_giou_3": 0.5346073730707168, "test_loss_giou_4": 0.5343717044591904, "test_cardinality_error_unscaled": 291.6104, "test_cardinality_error_0_unscaled": 292.3758, "test_cardinality_error_1_unscaled": 292.2198, "test_cardinality_error_2_unscaled": 292.1374, "test_cardinality_error_3_unscaled": 292.098, "test_cardinality_error_4_unscaled": 291.5764, "test_class_error_unscaled": 7.056838500213623, "test_loss_bbox_unscaled": 0.04322557204514742, "test_loss_bbox_0_unscaled": 0.061482452726364135, "test_loss_bbox_1_unscaled": 0.04751110899448395, "test_loss_bbox_2_unscaled": 0.044780428424477575, "test_loss_bbox_3_unscaled": 0.043823683415353296, "test_loss_bbox_4_unscaled": 0.04380348491370678, "test_loss_ce_unscaled": 0.19733440135717392, "test_loss_ce_0_unscaled": 0.2643626557826996, "test_loss_ce_1_unscaled": 0.23127221689224242, "test_loss_ce_2_unscaled": 0.21318309265375138, "test_loss_ce_3_unscaled": 0.20421435549259187, "test_loss_ce_4_unscaled": 0.19830751472711564, "test_loss_giou_unscaled": 0.26465484212636947, "test_loss_giou_0_unscaled": 0.38423207442760465, "test_loss_giou_1_unscaled": 0.288019300532341, "test_loss_giou_2_unscaled": 0.27144101630449297, "test_loss_giou_3_unscaled": 0.2673036865353584, "test_loss_giou_4_unscaled": 0.2671858522295952, "test_coco_eval_bbox": [0.4329938982571059, 0.6439197107028308, 0.46180018904271036, 0.2486562814225644, 0.4695631690670022, 0.6137460187365589, 0.34695196864819083, 0.563327471428281, 0.5997160805598003, 0.3712699017375421, 0.6557369958345699, 0.8201765480247871], "epoch": 47, "n_parameters": 58073546}
{"train_lr": 1.000000000000048e-05, "train_class_error": 4.753790570808234, "train_loss": 6.894464288515086, "train_loss_bbox": 0.21241819329512437, "train_loss_bbox_0": 0.3074363473443528, "train_loss_bbox_1": 0.23378044566328288, "train_loss_bbox_2": 0.22063934254923243, "train_loss_bbox_3": 0.216516139119537, "train_loss_bbox_4": 0.2152727205841931, "train_loss_ce": 0.3114310940963162, "train_loss_ce_0": 0.47248908834844067, "train_loss_ce_1": 0.39232706085117536, "train_loss_ce_2": 0.34780460097531607, "train_loss_ce_3": 0.32531111097361615, "train_loss_ce_4": 0.3128149948961782, "train_loss_giou": 0.5086097365491375, "train_loss_giou_0": 0.715517841816658, "train_loss_giou_1": 0.5488574559514745, "train_loss_giou_2": 0.522313905084962, "train_loss_giou_3": 0.5165192331429926, "train_loss_giou_4": 0.514404969375309, "train_cardinality_error_unscaled": 292.53371432436086, "train_cardinality_error_0_unscaled": 292.95217604490733, "train_cardinality_error_1_unscaled": 292.8424776815907, "train_cardinality_error_2_unscaled": 292.780256661707, "train_cardinality_error_3_unscaled": 292.71580380089273, "train_cardinality_error_4_unscaled": 292.5075240091979, "train_class_error_unscaled": 4.753790570808234, "train_loss_bbox_unscaled": 0.04248363864728414, "train_loss_bbox_0_unscaled": 0.06148726943337122, "train_loss_bbox_1_unscaled": 0.0467560891415755, "train_loss_bbox_2_unscaled": 0.04412786850631922, "train_loss_bbox_3_unscaled": 0.0433032278186417, "train_loss_bbox_4_unscaled": 0.043054544127924296, "train_loss_ce_unscaled": 0.1557155470481581, "train_loss_ce_0_unscaled": 0.23624454417422033, "train_loss_ce_1_unscaled": 0.19616353042558768, "train_loss_ce_2_unscaled": 0.17390230048765803, "train_loss_ce_3_unscaled": 0.16265555548680807, "train_loss_ce_4_unscaled": 0.1564074974480891, "train_loss_giou_unscaled": 0.2543048682745688, "train_loss_giou_0_unscaled": 0.357758920908329, "train_loss_giou_1_unscaled": 0.27442872797573725, "train_loss_giou_2_unscaled": 0.261156952542481, "train_loss_giou_3_unscaled": 0.2582596165714963, "train_loss_giou_4_unscaled": 0.2572024846876545, "test_class_error": 6.962046979522705, "test_loss": 7.555675017929077, "test_loss_bbox": 0.21754472481012344, "test_loss_bbox_0": 0.30988810169696807, "test_loss_bbox_1": 0.23723110917806625, "test_loss_bbox_2": 0.22590748291015625, "test_loss_bbox_3": 0.22106919807195663, "test_loss_bbox_4": 0.22045730370283126, "test_loss_ce": 0.3955371667742729, "test_loss_ce_0": 0.5265124851226807, "test_loss_ce_1": 0.46120244245529174, "test_loss_ce_2": 0.4264274918079376, "test_loss_ce_3": 0.4059134848833084, "test_loss_ce_4": 0.3969103892207146, "test_loss_giou": 0.5321898986577988, "test_loss_giou_0": 0.7710569818496704, "test_loss_giou_1": 0.5813070536136627, "test_loss_giou_2": 0.5474428566932679, "test_loss_giou_3": 0.5404021093130111, "test_loss_giou_4": 0.5386747288227082, "test_cardinality_error_unscaled": 291.9182, "test_cardinality_error_0_unscaled": 292.3928, "test_cardinality_error_1_unscaled": 292.2548, "test_cardinality_error_2_unscaled": 292.2238, "test_cardinality_error_3_unscaled": 292.1194, "test_cardinality_error_4_unscaled": 291.88, "test_class_error_unscaled": 6.962046979522705, "test_loss_bbox_unscaled": 0.043508945015072825, "test_loss_bbox_0_unscaled": 0.061977620339393615, "test_loss_bbox_1_unscaled": 0.04744622187316418, "test_loss_bbox_2_unscaled": 0.045181496553123, "test_loss_bbox_3_unscaled": 0.04421383972316981, "test_loss_bbox_4_unscaled": 0.04409146066755056, "test_loss_ce_unscaled": 0.19776858338713646, "test_loss_ce_0_unscaled": 0.26325624256134034, "test_loss_ce_1_unscaled": 0.23060122122764587, "test_loss_ce_2_unscaled": 0.2132137459039688, "test_loss_ce_3_unscaled": 0.2029567424416542, "test_loss_ce_4_unscaled": 0.1984551946103573, "test_loss_giou_unscaled": 0.2660949493288994, "test_loss_giou_0_unscaled": 0.3855284909248352, "test_loss_giou_1_unscaled": 0.2906535268068314, "test_loss_giou_2_unscaled": 0.27372142834663393, "test_loss_giou_3_unscaled": 0.27020105465650557, "test_loss_giou_4_unscaled": 0.2693373644113541, "test_coco_eval_bbox": [0.4324697435176856, 0.6434569530887448, 0.46233915115369034, 0.2481574676024033, 0.4680759232095777, 0.6125058669395234, 0.3476564831408963, 0.562538512262537, 0.5991927671904028, 0.36998249925259785, 0.6556683595078089, 0.8180582894564339], "epoch": 48, "n_parameters": 58073546}
{"train_lr": 1.000000000000048e-05, "train_class_error": 4.69490797532906, "train_loss": 6.8675887940234075, "train_loss_bbox": 0.21117184464587307, "train_loss_bbox_0": 0.30613731869027655, "train_loss_bbox_1": 0.23241896063581172, "train_loss_bbox_2": 0.219437859732248, "train_loss_bbox_3": 0.21506285756608717, "train_loss_bbox_4": 0.21389475011366413, "train_loss_ce": 0.31084864005274104, "train_loss_ce_0": 0.4714195361577834, "train_loss_ce_1": 0.3920579636231393, "train_loss_ce_2": 0.34748536692956183, "train_loss_ce_3": 0.32554493152586716, "train_loss_ce_4": 0.3124898167524321, "train_loss_giou": 0.5062734586202202, "train_loss_giou_0": 0.7127474964765513, "train_loss_giou_1": 0.54579302301031, "train_loss_giou_2": 0.5194986093818061, "train_loss_giou_3": 0.5135997522863712, "train_loss_giou_4": 0.511706605848909, "train_cardinality_error_unscaled": 292.55789260110913, "train_cardinality_error_0_unscaled": 292.94145644528606, "train_cardinality_error_1_unscaled": 292.83279791694844, "train_cardinality_error_2_unscaled": 292.80072365751386, "train_cardinality_error_3_unscaled": 292.74923914513727, "train_cardinality_error_4_unscaled": 292.52554781550117, "train_class_error_unscaled": 4.69490797532906, "train_loss_bbox_unscaled": 0.04223436892665514, "train_loss_bbox_0_unscaled": 0.061227463738307265, "train_loss_bbox_1_unscaled": 0.04648379212827091, "train_loss_bbox_2_unscaled": 0.0438875719402517, "train_loss_bbox_3_unscaled": 0.04301257150680538, "train_loss_bbox_4_unscaled": 0.042778950018361545, "train_loss_ce_unscaled": 0.15542432002637052, "train_loss_ce_0_unscaled": 0.2357097680788917, "train_loss_ce_1_unscaled": 0.19602898181156966, "train_loss_ce_2_unscaled": 0.17374268346478092, "train_loss_ce_3_unscaled": 0.16277246576293358, "train_loss_ce_4_unscaled": 0.15624490837621605, "train_loss_giou_unscaled": 0.2531367293101101, "train_loss_giou_0_unscaled": 0.35637374823827567, "train_loss_giou_1_unscaled": 0.272896511505155, "train_loss_giou_2_unscaled": 0.25974930469090307, "train_loss_giou_3_unscaled": 0.2567998761431856, "train_loss_giou_4_unscaled": 0.2558533029244545, "test_class_error": 6.979368351745605, "test_loss": 7.556467486953736, "test_loss_bbox": 0.21871574076414108, "test_loss_bbox_0": 0.3089853297710419, "test_loss_bbox_1": 0.23972941533327102, "test_loss_bbox_2": 0.22657389204502107, "test_loss_bbox_3": 0.22216301609277725, "test_loss_bbox_4": 0.2210867158770561, "test_loss_ce": 0.39591496976614, "test_loss_ce_0": 0.5300898244857788, "test_loss_ce_1": 0.46295029866695403, "test_loss_ce_2": 0.4260632816791534, "test_loss_ce_3": 0.40675607273578646, "test_loss_ce_4": 0.3973699497461319, "test_loss_giou": 0.5307689697980881, "test_loss_giou_0": 0.76781049451828, "test_loss_giou_1": 0.5796775976657867, "test_loss_giou_2": 0.5459787763118744, "test_loss_giou_3": 0.5388847530364991, "test_loss_giou_4": 0.5369483866691589, "test_cardinality_error_unscaled": 292.0482, "test_cardinality_error_0_unscaled": 292.4232, "test_cardinality_error_1_unscaled": 292.271, "test_cardinality_error_2_unscaled": 292.2558, "test_cardinality_error_3_unscaled": 292.2054, "test_cardinality_error_4_unscaled": 291.8376, "test_class_error_unscaled": 6.979368351745605, "test_loss_bbox_unscaled": 0.04374314810931683, "test_loss_bbox_0_unscaled": 0.061797065931558606, "test_loss_bbox_1_unscaled": 0.04794588293433189, "test_loss_bbox_2_unscaled": 0.04531477840095759, "test_loss_bbox_3_unscaled": 0.044432603254914285, "test_loss_bbox_4_unscaled": 0.04421734318286181, "test_loss_ce_unscaled": 0.19795748488307, "test_loss_ce_0_unscaled": 0.2650449122428894, "test_loss_ce_1_unscaled": 0.23147514933347701, "test_loss_ce_2_unscaled": 0.2130316408395767, "test_loss_ce_3_unscaled": 0.20337803636789323, "test_loss_ce_4_unscaled": 0.19868497487306594, "test_loss_giou_unscaled": 0.26538448489904404, "test_loss_giou_0_unscaled": 0.38390524725914, "test_loss_giou_1_unscaled": 0.2898387988328934, "test_loss_giou_2_unscaled": 0.2729893881559372, "test_loss_giou_3_unscaled": 0.26944237651824954, "test_loss_giou_4_unscaled": 0.26847419333457945, "test_coco_eval_bbox": [0.43326989168299196, 0.6441207872512666, 0.4623532451535863, 0.25055827697589755, 0.46886823879048983, 0.6098450757191456, 0.3474322423860838, 0.5638529737651374, 0.6000969727266413, 0.3735458509620863, 0.6570167567735933, 0.814812247618396], "epoch": 49, "n_parameters": 58073546}