-
Notifications
You must be signed in to change notification settings - Fork 51
/
r50_smca_e50.txt
50 lines (50 loc) · 218 KB
/
r50_smca_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": 9.99999999999912e-05, "train_class_error": 31.311234826214754, "train_loss": 16.63797412466232, "train_loss_bbox": 0.6122524148312051, "train_loss_bbox_0": 0.7578759845137096, "train_loss_bbox_1": 0.6522655730300386, "train_loss_bbox_2": 0.6234112429381804, "train_loss_bbox_3": 0.6183649917408657, "train_loss_bbox_4": 0.6166609440260387, "train_loss_ce": 0.9488707590890031, "train_loss_ce_0": 1.0004845095893358, "train_loss_ce_1": 0.972991631993031, "train_loss_ce_2": 0.9598131456346742, "train_loss_ce_3": 0.9508586970795222, "train_loss_ce_4": 0.9457509785741427, "train_loss_giou": 1.1196553798791247, "train_loss_giou_0": 1.3002786566694196, "train_loss_giou_1": 1.171325371574359, "train_loss_giou_2": 1.1343314900024808, "train_loss_giou_3": 1.1270418171064789, "train_loss_giou_4": 1.1257405300335812, "train_cardinality_error_unscaled": 292.76017854727445, "train_cardinality_error_0_unscaled": 292.76025463276073, "train_cardinality_error_1_unscaled": 292.7444542134451, "train_cardinality_error_2_unscaled": 292.7359664547545, "train_cardinality_error_3_unscaled": 292.72783376166643, "train_cardinality_error_4_unscaled": 292.72459590152846, "train_class_error_unscaled": 31.311234826214754, "train_loss_bbox_unscaled": 0.12245048294830238, "train_loss_bbox_0_unscaled": 0.151575196878555, "train_loss_bbox_1_unscaled": 0.13045311462495415, "train_loss_bbox_2_unscaled": 0.12468224856889121, "train_loss_bbox_3_unscaled": 0.12367299838344573, "train_loss_bbox_4_unscaled": 0.12333218883745696, "train_loss_ce_unscaled": 0.47443537954450155, "train_loss_ce_0_unscaled": 0.5002422547946679, "train_loss_ce_1_unscaled": 0.4864958159965155, "train_loss_ce_2_unscaled": 0.4799065728173371, "train_loss_ce_3_unscaled": 0.4754293485397611, "train_loss_ce_4_unscaled": 0.47287548928707135, "train_loss_giou_unscaled": 0.5598276899395623, "train_loss_giou_0_unscaled": 0.6501393283347098, "train_loss_giou_1_unscaled": 0.5856626857871795, "train_loss_giou_2_unscaled": 0.5671657450012404, "train_loss_giou_3_unscaled": 0.5635209085532394, "train_loss_giou_4_unscaled": 0.5628702650167906, "test_class_error": 20.63743714402659, "test_loss": 13.193409855754231, "test_loss_bbox": 0.3948816615171707, "test_loss_bbox_0": 0.5493852528520285, "test_loss_bbox_1": 0.4330084351495432, "test_loss_bbox_2": 0.4022672157318066, "test_loss_bbox_3": 0.3989748056894674, "test_loss_bbox_4": 0.4002338928726915, "test_loss_ce": 0.7751911495821163, "test_loss_ce_0": 0.8421591765964374, "test_loss_ce_1": 0.8185979145022627, "test_loss_ce_2": 0.808684384289641, "test_loss_ce_3": 0.790734879696331, "test_loss_ce_4": 0.773921620160246, "test_loss_giou": 0.9084977911303218, "test_loss_giou_0": 1.151889529281531, "test_loss_giou_1": 0.9743761646861847, "test_loss_giou_2": 0.9289683973827301, "test_loss_giou_3": 0.9197964902503041, "test_loss_giou_4": 0.9218411611291928, "test_cardinality_error_unscaled": 291.78194888178916, "test_cardinality_error_0_unscaled": 291.83346645367413, "test_cardinality_error_1_unscaled": 292.1102236421725, "test_cardinality_error_2_unscaled": 292.03753993610223, "test_cardinality_error_3_unscaled": 292.1421725239617, "test_cardinality_error_4_unscaled": 291.81749201277955, "test_class_error_unscaled": 20.63743714402659, "test_loss_bbox_unscaled": 0.07897633217727415, "test_loss_bbox_0_unscaled": 0.10987705068466382, "test_loss_bbox_1_unscaled": 0.08660168712512373, "test_loss_bbox_2_unscaled": 0.08045344302258171, "test_loss_bbox_3_unscaled": 0.07979496116169725, "test_loss_bbox_4_unscaled": 0.08004677853883264, "test_loss_ce_unscaled": 0.38759557479105816, "test_loss_ce_0_unscaled": 0.4210795882982187, "test_loss_ce_1_unscaled": 0.40929895725113136, "test_loss_ce_2_unscaled": 0.4043421921448205, "test_loss_ce_3_unscaled": 0.3953674398481655, "test_loss_ce_4_unscaled": 0.386960810080123, "test_loss_giou_unscaled": 0.4542488955651609, "test_loss_giou_0_unscaled": 0.5759447646407655, "test_loss_giou_1_unscaled": 0.48718808234309235, "test_loss_giou_2_unscaled": 0.46448419869136504, "test_loss_giou_3_unscaled": 0.45989824512515204, "test_loss_giou_4_unscaled": 0.4609205805645964, "test_coco_eval_bbox": [0.11128654475465366, 0.21009247111821533, 0.10608099760203109, 0.02597502516906599, 0.12029423023786888, 0.19240421432500024, 0.16250320362980566, 0.28137888222996776, 0.3276232427257693, 0.08878602911159651, 0.3354877479644128, 0.5663503428626462], "epoch": 0, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 19.779425341109373, "train_loss": 12.906585463744836, "train_loss_bbox": 0.4193522932825981, "train_loss_bbox_0": 0.5456967917779262, "train_loss_bbox_1": 0.44328804029335467, "train_loss_bbox_2": 0.4189525751562543, "train_loss_bbox_3": 0.41958287203890793, "train_loss_bbox_4": 0.42261557919350556, "train_loss_ce": 0.7438316723417723, "train_loss_ce_0": 0.8297530651398897, "train_loss_ce_1": 0.8096207765028148, "train_loss_ce_2": 0.7945509054059994, "train_loss_ce_3": 0.7644784880977642, "train_loss_ce_4": 0.7449669670658764, "train_loss_giou": 0.8837796937229345, "train_loss_giou_0": 1.0704194203404118, "train_loss_giou_1": 0.9272611003097494, "train_loss_giou_2": 0.890505400502793, "train_loss_giou_3": 0.8880256502816662, "train_loss_giou_4": 0.8899041799760132, "train_cardinality_error_unscaled": 292.5380004734208, "train_cardinality_error_0_unscaled": 292.40615277965645, "train_cardinality_error_1_unscaled": 292.51601176788853, "train_cardinality_error_2_unscaled": 292.45824597592315, "train_cardinality_error_3_unscaled": 292.5412467875017, "train_cardinality_error_4_unscaled": 292.53861761125387, "train_class_error_unscaled": 19.779425341109373, "train_loss_bbox_unscaled": 0.08387045863999189, "train_loss_bbox_0_unscaled": 0.1091393582985444, "train_loss_bbox_1_unscaled": 0.08865760805343044, "train_loss_bbox_2_unscaled": 0.08379051497642716, "train_loss_bbox_3_unscaled": 0.08391657439861071, "train_loss_bbox_4_unscaled": 0.08452311582056092, "train_loss_ce_unscaled": 0.37191583617088614, "train_loss_ce_0_unscaled": 0.41487653256994483, "train_loss_ce_1_unscaled": 0.4048103882514074, "train_loss_ce_2_unscaled": 0.3972754527029997, "train_loss_ce_3_unscaled": 0.3822392440488821, "train_loss_ce_4_unscaled": 0.3724834835329382, "train_loss_giou_unscaled": 0.44188984686146726, "train_loss_giou_0_unscaled": 0.5352097101702059, "train_loss_giou_1_unscaled": 0.4636305501548747, "train_loss_giou_2_unscaled": 0.4452527002513965, "train_loss_giou_3_unscaled": 0.4440128251408331, "train_loss_giou_4_unscaled": 0.4449520899880066, "test_class_error": 16.04576546544084, "test_loss": 11.547756981164122, "test_loss_bbox": 0.34655397287763345, "test_loss_bbox_0": 0.45837705527631617, "test_loss_bbox_1": 0.3661193228758181, "test_loss_bbox_2": 0.3472991495753249, "test_loss_bbox_3": 0.34649436851850335, "test_loss_bbox_4": 0.34917105729587544, "test_loss_ce": 0.6523381163137028, "test_loss_ce_0": 0.7487096247581628, "test_loss_ce_1": 0.7404506364569496, "test_loss_ce_2": 0.7140532372096857, "test_loss_ce_3": 0.6756965005740571, "test_loss_ce_4": 0.655347903886923, "test_loss_giou": 0.8117316236701636, "test_loss_giou_0": 1.0244524962604997, "test_loss_giou_1": 0.8578977427733973, "test_loss_giou_2": 0.8201733818069433, "test_loss_giou_3": 0.8150225803494072, "test_loss_giou_4": 0.8178682477710346, "test_cardinality_error_unscaled": 291.10982428115017, "test_cardinality_error_0_unscaled": 291.6563498402556, "test_cardinality_error_1_unscaled": 291.80850638977637, "test_cardinality_error_2_unscaled": 291.53753993610223, "test_cardinality_error_3_unscaled": 291.5549121405751, "test_cardinality_error_4_unscaled": 291.4640575079872, "test_class_error_unscaled": 16.04576546544084, "test_loss_bbox_unscaled": 0.06931079480166252, "test_loss_bbox_0_unscaled": 0.09167541123141115, "test_loss_bbox_1_unscaled": 0.07322386468942173, "test_loss_bbox_2_unscaled": 0.06945982996743327, "test_loss_bbox_3_unscaled": 0.0692988738250999, "test_loss_bbox_4_unscaled": 0.06983421151392376, "test_loss_ce_unscaled": 0.3261690581568514, "test_loss_ce_0_unscaled": 0.3743548123790814, "test_loss_ce_1_unscaled": 0.3702253182284748, "test_loss_ce_2_unscaled": 0.35702661860484286, "test_loss_ce_3_unscaled": 0.33784825028702853, "test_loss_ce_4_unscaled": 0.3276739519434615, "test_loss_giou_unscaled": 0.4058658118350818, "test_loss_giou_0_unscaled": 0.5122262481302499, "test_loss_giou_1_unscaled": 0.4289488713866986, "test_loss_giou_2_unscaled": 0.41008669090347166, "test_loss_giou_3_unscaled": 0.4075112901747036, "test_loss_giou_4_unscaled": 0.4089341238855173, "test_coco_eval_bbox": [0.1969440817267399, 0.35584698830103345, 0.19217807571668685, 0.060744358771528784, 0.21656990872633214, 0.3169426576458669, 0.21015866489338905, 0.35112252316434445, 0.39812827644427146, 0.1300765617332993, 0.42272609253876664, 0.6549679596254748], "epoch": 1, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 16.877074431134677, "train_loss": 11.839525962575724, "train_loss_bbox": 0.37946621690086046, "train_loss_bbox_0": 0.48714916606999437, "train_loss_bbox_1": 0.3955372700962278, "train_loss_bbox_2": 0.3772187645841996, "train_loss_bbox_3": 0.37886409151300954, "train_loss_bbox_4": 0.3825738143105799, "train_loss_ce": 0.664730442726417, "train_loss_ce_0": 0.7657797261840772, "train_loss_ce_1": 0.7551314650909933, "train_loss_ce_2": 0.7289124252217944, "train_loss_ce_3": 0.6925845569329447, "train_loss_ce_4": 0.6684389307109361, "train_loss_giou": 0.8234395940644355, "train_loss_giou_0": 0.9954419198167448, "train_loss_giou_1": 0.8596274190554999, "train_loss_giou_2": 0.8281063459310708, "train_loss_giou_3": 0.8267744988360264, "train_loss_giou_4": 0.8297493274900727, "train_cardinality_error_unscaled": 292.4590152847288, "train_cardinality_error_0_unscaled": 292.40456343838764, "train_cardinality_error_1_unscaled": 292.4819339239821, "train_cardinality_error_2_unscaled": 292.45742594346, "train_cardinality_error_3_unscaled": 292.52332442851343, "train_cardinality_error_4_unscaled": 292.4110307047207, "train_class_error_unscaled": 16.877074431134677, "train_loss_bbox_unscaled": 0.07589324337190823, "train_loss_bbox_0_unscaled": 0.09742983321984405, "train_loss_bbox_1_unscaled": 0.07910745403123824, "train_loss_bbox_2_unscaled": 0.07544375292328977, "train_loss_bbox_3_unscaled": 0.07577281824142913, "train_loss_bbox_4_unscaled": 0.0765147628548599, "train_loss_ce_unscaled": 0.3323652213632085, "train_loss_ce_0_unscaled": 0.3828898630920386, "train_loss_ce_1_unscaled": 0.37756573254549664, "train_loss_ce_2_unscaled": 0.3644562126108972, "train_loss_ce_3_unscaled": 0.34629227846647237, "train_loss_ce_4_unscaled": 0.33421946535546804, "train_loss_giou_unscaled": 0.4117197970322177, "train_loss_giou_0_unscaled": 0.4977209599083724, "train_loss_giou_1_unscaled": 0.42981370952774994, "train_loss_giou_2_unscaled": 0.4140531729655354, "train_loss_giou_3_unscaled": 0.4133872494180132, "train_loss_giou_4_unscaled": 0.41487466374503634, "test_class_error": 14.659189205961868, "test_loss": 10.971611556153709, "test_loss_bbox": 0.3247067269901879, "test_loss_bbox_0": 0.4276240920296873, "test_loss_bbox_1": 0.34173128104057554, "test_loss_bbox_2": 0.32243690708765205, "test_loss_bbox_3": 0.3233455300521546, "test_loss_bbox_4": 0.32724804866809054, "test_loss_ce": 0.5944747870532088, "test_loss_ce_0": 0.7327875978649615, "test_loss_ce_1": 0.7212945895073132, "test_loss_ce_2": 0.6707575694440653, "test_loss_ce_3": 0.6233438564756046, "test_loss_ce_4": 0.5946995500748912, "test_loss_giou": 0.7913663574872306, "test_loss_giou_0": 0.9805882363654554, "test_loss_giou_1": 0.824137030032496, "test_loss_giou_2": 0.7898595765375862, "test_loss_giou_3": 0.7884102601784105, "test_loss_giou_4": 0.7927995746889815, "test_cardinality_error_unscaled": 292.4033546325879, "test_cardinality_error_0_unscaled": 292.50738817891374, "test_cardinality_error_1_unscaled": 292.4245207667732, "test_cardinality_error_2_unscaled": 292.39476837060704, "test_cardinality_error_3_unscaled": 292.41433706070285, "test_cardinality_error_4_unscaled": 292.3502396166134, "test_class_error_unscaled": 14.659189205961868, "test_loss_bbox_unscaled": 0.06494134538375532, "test_loss_bbox_0_unscaled": 0.08552481831548313, "test_loss_bbox_1_unscaled": 0.06834625619383285, "test_loss_bbox_2_unscaled": 0.06448738144847532, "test_loss_bbox_3_unscaled": 0.06466910615563393, "test_loss_bbox_4_unscaled": 0.06544960967410868, "test_loss_ce_unscaled": 0.2972373935266044, "test_loss_ce_0_unscaled": 0.36639379893248075, "test_loss_ce_1_unscaled": 0.3606472947536566, "test_loss_ce_2_unscaled": 0.33537878472203264, "test_loss_ce_3_unscaled": 0.3116719282378023, "test_loss_ce_4_unscaled": 0.2973497750374456, "test_loss_giou_unscaled": 0.3956831787436153, "test_loss_giou_0_unscaled": 0.4902941181827277, "test_loss_giou_1_unscaled": 0.412068515016248, "test_loss_giou_2_unscaled": 0.3949297882687931, "test_loss_giou_3_unscaled": 0.39420513008920527, "test_loss_giou_4_unscaled": 0.3963997873444908, "test_coco_eval_bbox": [0.22759032100208101, 0.4074036563074527, 0.2215023036800981, 0.06677210536327098, 0.2481916726965714, 0.3752855686829428, 0.22814956116929402, 0.3697053707010373, 0.41072781548899806, 0.14202303279591835, 0.4473671067122414, 0.6592438517669464], "epoch": 2, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 15.278737414404034, "train_loss": 11.276246875931667, "train_loss_bbox": 0.3598295208260701, "train_loss_bbox_0": 0.4601085758831639, "train_loss_bbox_1": 0.3744303556505566, "train_loss_bbox_2": 0.3583968431442819, "train_loss_bbox_3": 0.35957882386953116, "train_loss_bbox_4": 0.36346070538164715, "train_loss_ce": 0.6185798845891941, "train_loss_ce_0": 0.7297767303671386, "train_loss_ce_1": 0.7177000431074078, "train_loss_ce_2": 0.6862617872265377, "train_loss_ce_3": 0.6483584677682876, "train_loss_ce_4": 0.6229712230683857, "train_loss_giou": 0.7938545624732197, "train_loss_giou_0": 0.9580650753868815, "train_loss_giou_1": 0.8279089556605603, "train_loss_giou_2": 0.7986980882642977, "train_loss_giou_3": 0.7975874417216436, "train_loss_giou_4": 0.8006798094411866, "train_cardinality_error_unscaled": 292.4293842147978, "train_cardinality_error_0_unscaled": 292.2164885702692, "train_cardinality_error_1_unscaled": 292.403067090491, "train_cardinality_error_2_unscaled": 292.35172629514403, "train_cardinality_error_3_unscaled": 292.49260279994587, "train_cardinality_error_4_unscaled": 292.4741309346679, "train_class_error_unscaled": 15.278737414404034, "train_loss_bbox_unscaled": 0.0719659041734779, "train_loss_bbox_0_unscaled": 0.09202171516655488, "train_loss_bbox_1_unscaled": 0.07488607109574573, "train_loss_bbox_2_unscaled": 0.0716793686201894, "train_loss_bbox_3_unscaled": 0.07191576474961853, "train_loss_bbox_4_unscaled": 0.07269214108298083, "train_loss_ce_unscaled": 0.30928994229459705, "train_loss_ce_0_unscaled": 0.3648883651835693, "train_loss_ce_1_unscaled": 0.3588500215537039, "train_loss_ce_2_unscaled": 0.3431308936132689, "train_loss_ce_3_unscaled": 0.3241792338841438, "train_loss_ce_4_unscaled": 0.31148561153419285, "train_loss_giou_unscaled": 0.39692728123660986, "train_loss_giou_0_unscaled": 0.47903253769344073, "train_loss_giou_1_unscaled": 0.41395447783028017, "train_loss_giou_2_unscaled": 0.39934904413214883, "train_loss_giou_3_unscaled": 0.3987937208608218, "train_loss_giou_4_unscaled": 0.4003399047205933, "test_class_error": 13.335636739151926, "test_loss": 10.551162738007859, "test_loss_bbox": 0.3064605882183051, "test_loss_bbox_0": 0.4056107627507597, "test_loss_bbox_1": 0.322866502423256, "test_loss_bbox_2": 0.30431942660778094, "test_loss_bbox_3": 0.30519648862722965, "test_loss_bbox_4": 0.309547166188304, "test_loss_ce": 0.5631836229048598, "test_loss_ce_0": 0.69407634498974, "test_loss_ce_1": 0.6703035502007213, "test_loss_ce_2": 0.6340624197793845, "test_loss_ce_3": 0.5966518045233461, "test_loss_ce_4": 0.5694815419352474, "test_loss_giou": 0.7711602299929426, "test_loss_giou_0": 0.9594376940315905, "test_loss_giou_1": 0.8096546423130523, "test_loss_giou_2": 0.7756187790118086, "test_loss_giou_3": 0.7733251956133796, "test_loss_giou_4": 0.780205929907747, "test_cardinality_error_unscaled": 292.1876996805112, "test_cardinality_error_0_unscaled": 291.8919728434505, "test_cardinality_error_1_unscaled": 292.0099840255591, "test_cardinality_error_2_unscaled": 291.9936102236422, "test_cardinality_error_3_unscaled": 292.1371805111821, "test_cardinality_error_4_unscaled": 292.25139776357827, "test_class_error_unscaled": 13.335636739151926, "test_loss_bbox_unscaled": 0.06129211758653196, "test_loss_bbox_0_unscaled": 0.08112215253110892, "test_loss_bbox_1_unscaled": 0.06457330050845496, "test_loss_bbox_2_unscaled": 0.060863885326316945, "test_loss_bbox_3_unscaled": 0.06103929777305347, "test_loss_bbox_4_unscaled": 0.06190943326384496, "test_loss_ce_unscaled": 0.2815918114524299, "test_loss_ce_0_unscaled": 0.34703817249487, "test_loss_ce_1_unscaled": 0.33515177510036065, "test_loss_ce_2_unscaled": 0.31703120988969224, "test_loss_ce_3_unscaled": 0.29832590226167305, "test_loss_ce_4_unscaled": 0.2847407709676237, "test_loss_giou_unscaled": 0.3855801149964713, "test_loss_giou_0_unscaled": 0.47971884701579526, "test_loss_giou_1_unscaled": 0.40482732115652614, "test_loss_giou_2_unscaled": 0.3878093895059043, "test_loss_giou_3_unscaled": 0.3866625978066898, "test_loss_giou_4_unscaled": 0.3901029649538735, "test_coco_eval_bbox": [0.2516411319970819, 0.44093218615121044, 0.24872280533741606, 0.08011618387728384, 0.27428539365520305, 0.41259134730709246, 0.24481734879405953, 0.3896102903900867, 0.4304409112202967, 0.15374637861533827, 0.47013029979218574, 0.6928125906973945], "epoch": 3, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 14.20515918125404, "train_loss": 10.890632089477874, "train_loss_bbox": 0.3449978100262652, "train_loss_bbox_0": 0.44081612006908144, "train_loss_bbox_1": 0.3598070764785914, "train_loss_bbox_2": 0.34452821252859767, "train_loss_bbox_3": 0.3452064441147893, "train_loss_bbox_4": 0.34834717235875745, "train_loss_ce": 0.5893320739954553, "train_loss_ce_0": 0.7049463709200829, "train_loss_ce_1": 0.692246614258102, "train_loss_ce_2": 0.6583304118355475, "train_loss_ce_3": 0.6196574273547059, "train_loss_ce_4": 0.5945334919376495, "train_loss_giou": 0.7728827740671056, "train_loss_giou_0": 0.9327890414048737, "train_loss_giou_1": 0.8065613580422457, "train_loss_giou_2": 0.7784687409813085, "train_loss_giou_3": 0.7770356081197376, "train_loss_giou_4": 0.7801453382014648, "train_cardinality_error_unscaled": 292.4803953063709, "train_cardinality_error_0_unscaled": 292.4951727985933, "train_cardinality_error_1_unscaled": 292.5366140267821, "train_cardinality_error_2_unscaled": 292.49017651832816, "train_cardinality_error_3_unscaled": 292.61876944406873, "train_cardinality_error_4_unscaled": 292.46081597457055, "train_class_error_unscaled": 14.20515918125404, "train_loss_bbox_unscaled": 0.06899956200283434, "train_loss_bbox_0_unscaled": 0.08816322400847501, "train_loss_bbox_1_unscaled": 0.0719614153085172, "train_loss_bbox_2_unscaled": 0.0689056424806256, "train_loss_bbox_3_unscaled": 0.06904128882829913, "train_loss_bbox_4_unscaled": 0.06966943447094526, "train_loss_ce_unscaled": 0.29466603699772764, "train_loss_ce_0_unscaled": 0.35247318546004147, "train_loss_ce_1_unscaled": 0.346123307129051, "train_loss_ce_2_unscaled": 0.32916520591777376, "train_loss_ce_3_unscaled": 0.30982871367735293, "train_loss_ce_4_unscaled": 0.29726674596882474, "train_loss_giou_unscaled": 0.3864413870335528, "train_loss_giou_0_unscaled": 0.46639452070243687, "train_loss_giou_1_unscaled": 0.40328067902112286, "train_loss_giou_2_unscaled": 0.38923437049065424, "train_loss_giou_3_unscaled": 0.3885178040598688, "train_loss_giou_4_unscaled": 0.3900726691007324, "test_class_error": 12.811320338386317, "test_loss": 10.290235144642596, "test_loss_bbox": 0.29629686074896744, "test_loss_bbox_0": 0.3950544944205604, "test_loss_bbox_1": 0.31414256190149165, "test_loss_bbox_2": 0.2994223099927933, "test_loss_bbox_3": 0.2985166758774949, "test_loss_bbox_4": 0.3008893903928062, "test_loss_ce": 0.5485600008370396, "test_loss_ce_0": 0.6742316920536394, "test_loss_ce_1": 0.6550943868609663, "test_loss_ce_2": 0.6149945723743865, "test_loss_ce_3": 0.5756894732816532, "test_loss_ce_4": 0.5532505364654163, "test_loss_giou": 0.744156335870298, "test_loss_giou_0": 0.9574099765798916, "test_loss_giou_1": 0.7973837438292397, "test_loss_giou_2": 0.757100232016926, "test_loss_giou_3": 0.753138220157867, "test_loss_giou_4": 0.7549036468941563, "test_cardinality_error_unscaled": 292.3184904153355, "test_cardinality_error_0_unscaled": 292.48202875399363, "test_cardinality_error_1_unscaled": 292.3660143769968, "test_cardinality_error_2_unscaled": 292.4634584664537, "test_cardinality_error_3_unscaled": 292.3905750798722, "test_cardinality_error_4_unscaled": 292.3560303514377, "test_class_error_unscaled": 12.811320338386317, "test_loss_bbox_unscaled": 0.05925937223072631, "test_loss_bbox_0_unscaled": 0.079010898788897, "test_loss_bbox_1_unscaled": 0.06282851229698513, "test_loss_bbox_2_unscaled": 0.0598844619937979, "test_loss_bbox_3_unscaled": 0.059703335094566164, "test_loss_bbox_4_unscaled": 0.06017787795002087, "test_loss_ce_unscaled": 0.2742800004185198, "test_loss_ce_0_unscaled": 0.3371158460268197, "test_loss_ce_1_unscaled": 0.32754719343048316, "test_loss_ce_2_unscaled": 0.30749728618719324, "test_loss_ce_3_unscaled": 0.2878447366408266, "test_loss_ce_4_unscaled": 0.27662526823270817, "test_loss_giou_unscaled": 0.372078167935149, "test_loss_giou_0_unscaled": 0.4787049882899458, "test_loss_giou_1_unscaled": 0.39869187191461986, "test_loss_giou_2_unscaled": 0.378550116008463, "test_loss_giou_3_unscaled": 0.3765691100789335, "test_loss_giou_4_unscaled": 0.37745182344707817, "test_coco_eval_bbox": [0.2662034856186941, 0.4600081240021196, 0.26442016631973186, 0.09781566627726383, 0.29117056352482334, 0.41811336834954066, 0.2524993497288123, 0.4071147572300927, 0.44761520311324615, 0.1803490075999933, 0.48484201854813364, 0.6969310802378631], "epoch": 4, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 13.30634732029039, "train_loss": 10.593710180066136, "train_loss_bbox": 0.33513224655811447, "train_loss_bbox_0": 0.4279443568948253, "train_loss_bbox_1": 0.3510515026987026, "train_loss_bbox_2": 0.33605052427366433, "train_loss_bbox_3": 0.33582492617152787, "train_loss_bbox_4": 0.338897464242869, "train_loss_ce": 0.5646077779581626, "train_loss_ce_0": 0.684922799389433, "train_loss_ce_1": 0.6666898935182676, "train_loss_ce_2": 0.6330204474801835, "train_loss_ce_3": 0.5946975278302908, "train_loss_ce_4": 0.569588339269911, "train_loss_giou": 0.7568940790656067, "train_loss_giou_0": 0.9144419342436649, "train_loss_giou_1": 0.7925811133977445, "train_loss_giou_2": 0.7645212777788353, "train_loss_giou_3": 0.7619739689580903, "train_loss_giou_4": 0.7648700022913518, "train_cardinality_error_unscaled": 292.4584826863249, "train_cardinality_error_0_unscaled": 292.3296192344109, "train_cardinality_error_1_unscaled": 292.5343568240227, "train_cardinality_error_2_unscaled": 292.38183078587855, "train_cardinality_error_3_unscaled": 292.5705143378872, "train_cardinality_error_4_unscaled": 292.5050808196943, "train_class_error_unscaled": 13.30634732029039, "train_loss_bbox_unscaled": 0.06702644933742227, "train_loss_bbox_0_unscaled": 0.08558887135941395, "train_loss_bbox_1_unscaled": 0.07021030054820594, "train_loss_bbox_2_unscaled": 0.06721010482137506, "train_loss_bbox_3_unscaled": 0.06716498524861618, "train_loss_bbox_4_unscaled": 0.06777949282569701, "train_loss_ce_unscaled": 0.2823038889790813, "train_loss_ce_0_unscaled": 0.3424613996947165, "train_loss_ce_1_unscaled": 0.3333449467591338, "train_loss_ce_2_unscaled": 0.31651022374009175, "train_loss_ce_3_unscaled": 0.2973487639151454, "train_loss_ce_4_unscaled": 0.2847941696349555, "train_loss_giou_unscaled": 0.37844703953280334, "train_loss_giou_0_unscaled": 0.45722096712183247, "train_loss_giou_1_unscaled": 0.39629055669887225, "train_loss_giou_2_unscaled": 0.38226063888941764, "train_loss_giou_3_unscaled": 0.38098698447904517, "train_loss_giou_4_unscaled": 0.3824350011456759, "test_class_error": 12.247907053548307, "test_loss": 10.014158946637528, "test_loss_bbox": 0.2910507519405109, "test_loss_bbox_0": 0.3890864919549741, "test_loss_bbox_1": 0.3077291276413031, "test_loss_bbox_2": 0.29272912171321175, "test_loss_bbox_3": 0.29258314255898754, "test_loss_bbox_4": 0.2952642064220227, "test_loss_ce": 0.532342579418097, "test_loss_ce_0": 0.656913974033758, "test_loss_ce_1": 0.645986269742917, "test_loss_ce_2": 0.6104666385978175, "test_loss_ce_3": 0.5670840303166605, "test_loss_ce_4": 0.5369574007706139, "test_loss_giou": 0.7224984691737178, "test_loss_giou_0": 0.9209849225065578, "test_loss_giou_1": 0.7636800835879085, "test_loss_giou_2": 0.7293086068127483, "test_loss_giou_3": 0.7277528338919813, "test_loss_giou_4": 0.7317402796052135, "test_cardinality_error_unscaled": 291.885982428115, "test_cardinality_error_0_unscaled": 292.35403354632587, "test_cardinality_error_1_unscaled": 292.198482428115, "test_cardinality_error_2_unscaled": 292.11541533546324, "test_cardinality_error_3_unscaled": 292.12699680511184, "test_cardinality_error_4_unscaled": 291.989017571885, "test_class_error_unscaled": 12.247907053548307, "test_loss_bbox_unscaled": 0.05821015039524331, "test_loss_bbox_0_unscaled": 0.07781729828149747, "test_loss_bbox_1_unscaled": 0.06154582545922968, "test_loss_bbox_2_unscaled": 0.058545824295034805, "test_loss_bbox_3_unscaled": 0.05851662850465637, "test_loss_bbox_4_unscaled": 0.05905284130344757, "test_loss_ce_unscaled": 0.2661712897090485, "test_loss_ce_0_unscaled": 0.328456987016879, "test_loss_ce_1_unscaled": 0.3229931348714585, "test_loss_ce_2_unscaled": 0.30523331929890873, "test_loss_ce_3_unscaled": 0.2835420151583303, "test_loss_ce_4_unscaled": 0.26847870038530697, "test_loss_giou_unscaled": 0.3612492345868589, "test_loss_giou_0_unscaled": 0.4604924612532789, "test_loss_giou_1_unscaled": 0.38184004179395425, "test_loss_giou_2_unscaled": 0.36465430340637417, "test_loss_giou_3_unscaled": 0.36387641694599066, "test_loss_giou_4_unscaled": 0.36587013980260674, "test_coco_eval_bbox": [0.28743381559067754, 0.4849064032461436, 0.2886126489544216, 0.11643290184992441, 0.31449430052142907, 0.4541539710661004, 0.2672473321626498, 0.4308338575476535, 0.47105147647496537, 0.20132294710458917, 0.513050954771899, 0.7403430767106047], "epoch": 5, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 12.648397489666666, "train_loss": 10.322417033149186, "train_loss_bbox": 0.325138097753161, "train_loss_bbox_0": 0.4167229943204181, "train_loss_bbox_1": 0.34209409951317155, "train_loss_bbox_2": 0.32762858154090674, "train_loss_bbox_3": 0.32691129631503063, "train_loss_bbox_4": 0.32923714648672714, "train_loss_ce": 0.5451843945878164, "train_loss_ce_0": 0.6677561172504766, "train_loss_ce_1": 0.6453109612512311, "train_loss_ce_2": 0.6100212922200094, "train_loss_ce_3": 0.5733084127510512, "train_loss_ce_4": 0.5496831284345898, "train_loss_giou": 0.7416434595722896, "train_loss_giou_0": 0.8973669066982858, "train_loss_giou_1": 0.7773604335843606, "train_loss_giou_2": 0.7501903475177445, "train_loss_giou_3": 0.7472633196281093, "train_loss_giou_4": 0.7495960391182127, "train_cardinality_error_unscaled": 292.51071959962127, "train_cardinality_error_0_unscaled": 292.3831157852022, "train_cardinality_error_1_unscaled": 292.6250760854863, "train_cardinality_error_2_unscaled": 292.6044315568781, "train_cardinality_error_3_unscaled": 292.6349671987015, "train_cardinality_error_4_unscaled": 292.53245468686595, "train_class_error_unscaled": 12.648397489666666, "train_loss_bbox_unscaled": 0.06502761956403579, "train_loss_bbox_0_unscaled": 0.0833445988408037, "train_loss_bbox_1_unscaled": 0.06841881988308321, "train_loss_bbox_2_unscaled": 0.0655257162807695, "train_loss_bbox_3_unscaled": 0.06538225926663417, "train_loss_bbox_4_unscaled": 0.06584742930439995, "train_loss_ce_unscaled": 0.2725921972939082, "train_loss_ce_0_unscaled": 0.3338780586252383, "train_loss_ce_1_unscaled": 0.32265548062561555, "train_loss_ce_2_unscaled": 0.3050106461100047, "train_loss_ce_3_unscaled": 0.2866542063755256, "train_loss_ce_4_unscaled": 0.2748415642172949, "train_loss_giou_unscaled": 0.3708217297861448, "train_loss_giou_0_unscaled": 0.4486834533491429, "train_loss_giou_1_unscaled": 0.3886802167921803, "train_loss_giou_2_unscaled": 0.37509517375887225, "train_loss_giou_3_unscaled": 0.37363165981405466, "train_loss_giou_4_unscaled": 0.37479801955910635, "test_class_error": 12.132489688861103, "test_loss": 9.694394551907866, "test_loss_bbox": 0.28552052621452956, "test_loss_bbox_0": 0.37340246050502546, "test_loss_bbox_1": 0.3012366176794131, "test_loss_bbox_2": 0.2851124343018943, "test_loss_bbox_3": 0.2852789696317892, "test_loss_bbox_4": 0.2876835056006337, "test_loss_ce": 0.5129680322191585, "test_loss_ce_0": 0.6269592703721775, "test_loss_ce_1": 0.612053730617316, "test_loss_ce_2": 0.5741193201214361, "test_loss_ce_3": 0.5379721406168831, "test_loss_ce_4": 0.5138672980637596, "test_loss_giou": 0.7086946649101976, "test_loss_giou_0": 0.8879114941667063, "test_loss_giou_1": 0.7528867664428565, "test_loss_giou_2": 0.7169925774248264, "test_loss_giou_3": 0.7139477238487512, "test_loss_giou_4": 0.7177869628983945, "test_cardinality_error_unscaled": 292.28314696485626, "test_cardinality_error_0_unscaled": 292.0081869009585, "test_cardinality_error_1_unscaled": 292.20686900958464, "test_cardinality_error_2_unscaled": 292.36761182108626, "test_cardinality_error_3_unscaled": 292.32627795527156, "test_cardinality_error_4_unscaled": 292.3242811501597, "test_class_error_unscaled": 12.132489688861103, "test_loss_bbox_unscaled": 0.05710410514769082, "test_loss_bbox_0_unscaled": 0.07468049210338547, "test_loss_bbox_1_unscaled": 0.060247323585870545, "test_loss_bbox_2_unscaled": 0.057022486774685285, "test_loss_bbox_3_unscaled": 0.057055793857326904, "test_loss_bbox_4_unscaled": 0.05753670122248296, "test_loss_ce_unscaled": 0.25648401610957927, "test_loss_ce_0_unscaled": 0.31347963518608873, "test_loss_ce_1_unscaled": 0.306026865308658, "test_loss_ce_2_unscaled": 0.28705966006071804, "test_loss_ce_3_unscaled": 0.26898607030844157, "test_loss_ce_4_unscaled": 0.2569336490318798, "test_loss_giou_unscaled": 0.3543473324550988, "test_loss_giou_0_unscaled": 0.44395574708335317, "test_loss_giou_1_unscaled": 0.37644338322142823, "test_loss_giou_2_unscaled": 0.3584962887124132, "test_loss_giou_3_unscaled": 0.3569738619243756, "test_loss_giou_4_unscaled": 0.35889348144919725, "test_coco_eval_bbox": [0.28912827787809053, 0.49076286452598883, 0.2913362482867862, 0.11975717274833646, 0.31673047209490934, 0.4544608413514604, 0.27020992494110224, 0.4317478033212035, 0.46886141523944713, 0.20563619137016126, 0.5129914346296732, 0.7235973319040258], "epoch": 6, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 12.09741670501969, "train_loss": 10.104993939835085, "train_loss_bbox": 0.3181895630278704, "train_loss_bbox_0": 0.4076497712034375, "train_loss_bbox_1": 0.3357700075882142, "train_loss_bbox_2": 0.3209814592887532, "train_loss_bbox_3": 0.31969991815512644, "train_loss_bbox_4": 0.32191809875409144, "train_loss_ce": 0.5284329103178702, "train_loss_ce_0": 0.6533837797764946, "train_loss_ce_1": 0.6279559107299556, "train_loss_ce_2": 0.5924142274396371, "train_loss_ce_3": 0.5563700959604422, "train_loss_ce_4": 0.5331485418349113, "train_loss_giou": 0.7288375661214472, "train_loss_giou_0": 0.883286210127456, "train_loss_giou_1": 0.7663904622058076, "train_loss_giou_2": 0.7387057963330901, "train_loss_giou_3": 0.7349292658653372, "train_loss_giou_4": 0.7369303471274874, "train_cardinality_error_unscaled": 292.5643260516705, "train_cardinality_error_0_unscaled": 292.43217401596104, "train_cardinality_error_1_unscaled": 292.7262190585689, "train_cardinality_error_2_unscaled": 292.6595681725957, "train_cardinality_error_3_unscaled": 292.6564317597728, "train_cardinality_error_4_unscaled": 292.54668267279857, "train_class_error_unscaled": 12.09741670501969, "train_loss_bbox_unscaled": 0.06363791262462129, "train_loss_bbox_0_unscaled": 0.08152995419060041, "train_loss_bbox_1_unscaled": 0.06715400150101433, "train_loss_bbox_2_unscaled": 0.06419629183779643, "train_loss_bbox_3_unscaled": 0.06393998363868449, "train_loss_bbox_4_unscaled": 0.06438361974850038, "train_loss_ce_unscaled": 0.2642164551589351, "train_loss_ce_0_unscaled": 0.3266918898882473, "train_loss_ce_1_unscaled": 0.3139779553649778, "train_loss_ce_2_unscaled": 0.29620711371981856, "train_loss_ce_3_unscaled": 0.2781850479802211, "train_loss_ce_4_unscaled": 0.26657427091745567, "train_loss_giou_unscaled": 0.3644187830607236, "train_loss_giou_0_unscaled": 0.441643105063728, "train_loss_giou_1_unscaled": 0.3831952311029038, "train_loss_giou_2_unscaled": 0.36935289816654504, "train_loss_giou_3_unscaled": 0.3674646329326686, "train_loss_giou_4_unscaled": 0.3684651735637437, "test_class_error": 11.671583105580876, "test_loss": 9.594011873482897, "test_loss_bbox": 0.2831493989347269, "test_loss_bbox_0": 0.37193721399520535, "test_loss_bbox_1": 0.2979844329646601, "test_loss_bbox_2": 0.2838631794570734, "test_loss_bbox_3": 0.28356235714766165, "test_loss_bbox_4": 0.28626848414492684, "test_loss_ce": 0.4991456177859261, "test_loss_ce_0": 0.6287613292090809, "test_loss_ce_1": 0.6010326484140878, "test_loss_ce_2": 0.5702419929420606, "test_loss_ce_3": 0.5314244106173897, "test_loss_ce_4": 0.5016631674461852, "test_loss_giou": 0.701253188113435, "test_loss_giou_0": 0.885534974808891, "test_loss_giou_1": 0.742980664340071, "test_loss_giou_2": 0.710239199689402, "test_loss_giou_3": 0.7060157133938786, "test_loss_giou_4": 0.7089539129322711, "test_cardinality_error_unscaled": 292.43590255591056, "test_cardinality_error_0_unscaled": 292.3672124600639, "test_cardinality_error_1_unscaled": 292.4492811501597, "test_cardinality_error_2_unscaled": 292.49261182108626, "test_cardinality_error_3_unscaled": 292.50958466453676, "test_cardinality_error_4_unscaled": 292.4488817891374, "test_class_error_unscaled": 11.671583105580876, "test_loss_bbox_unscaled": 0.05662987996547367, "test_loss_bbox_0_unscaled": 0.07438744280856258, "test_loss_bbox_1_unscaled": 0.05959688666196296, "test_loss_bbox_2_unscaled": 0.05677263589855581, "test_loss_bbox_3_unscaled": 0.05671247137716403, "test_loss_bbox_4_unscaled": 0.05725369684564801, "test_loss_ce_unscaled": 0.24957280889296304, "test_loss_ce_0_unscaled": 0.31438066460454045, "test_loss_ce_1_unscaled": 0.3005163242070439, "test_loss_ce_2_unscaled": 0.2851209964710303, "test_loss_ce_3_unscaled": 0.2657122053086948, "test_loss_ce_4_unscaled": 0.2508315837230926, "test_loss_giou_unscaled": 0.3506265940567175, "test_loss_giou_0_unscaled": 0.4427674874044455, "test_loss_giou_1_unscaled": 0.3714903321700355, "test_loss_giou_2_unscaled": 0.355119599844701, "test_loss_giou_3_unscaled": 0.3530078566969393, "test_loss_giou_4_unscaled": 0.35447695646613553, "test_coco_eval_bbox": [0.3034942287864594, 0.5057089609215796, 0.3088293434183557, 0.12350166769019845, 0.3339769931453175, 0.47637213472699685, 0.2791318682175669, 0.44833232029101294, 0.4856194647308793, 0.2079353484134984, 0.528322964296549, 0.7595592525651514], "epoch": 7, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 11.642943132138132, "train_loss": 9.913562440040161, "train_loss_bbox": 0.3107046229452657, "train_loss_bbox_0": 0.3998949430186549, "train_loss_bbox_1": 0.3294541349406012, "train_loss_bbox_2": 0.31452343548310074, "train_loss_bbox_3": 0.3125877268829059, "train_loss_bbox_4": 0.31456886681574503, "train_loss_ce": 0.515786213314809, "train_loss_ce_0": 0.6431850105318474, "train_loss_ce_1": 0.6139577505441153, "train_loss_ce_2": 0.5775276225336863, "train_loss_ce_3": 0.5428073191681461, "train_loss_ce_4": 0.5201545027915444, "train_loss_giou": 0.7168428860650113, "train_loss_giou_0": 0.8710188555746493, "train_loss_giou_1": 0.7553170036595583, "train_loss_giou_2": 0.7269724011622761, "train_loss_giou_3": 0.7231158694741401, "train_loss_giou_4": 0.7251432688878319, "train_cardinality_error_unscaled": 292.5925791289057, "train_cardinality_error_0_unscaled": 292.40322771540644, "train_cardinality_error_1_unscaled": 292.6102647774922, "train_cardinality_error_2_unscaled": 292.63795989449477, "train_cardinality_error_3_unscaled": 292.682182469904, "train_cardinality_error_4_unscaled": 292.5739297308265, "train_class_error_unscaled": 11.642943132138132, "train_loss_bbox_unscaled": 0.06214092459026248, "train_loss_bbox_0_unscaled": 0.079978988605545, "train_loss_bbox_1_unscaled": 0.065890827006462, "train_loss_bbox_2_unscaled": 0.06290468708563525, "train_loss_bbox_3_unscaled": 0.06251754536851888, "train_loss_bbox_4_unscaled": 0.06291377335589293, "train_loss_ce_unscaled": 0.2578931066574045, "train_loss_ce_0_unscaled": 0.3215925052659237, "train_loss_ce_1_unscaled": 0.30697887527205764, "train_loss_ce_2_unscaled": 0.28876381126684314, "train_loss_ce_3_unscaled": 0.27140365958407303, "train_loss_ce_4_unscaled": 0.2600772513957722, "train_loss_giou_unscaled": 0.35842144303250567, "train_loss_giou_0_unscaled": 0.43550942778732465, "train_loss_giou_1_unscaled": 0.37765850182977917, "train_loss_giou_2_unscaled": 0.36348620058113806, "train_loss_giou_3_unscaled": 0.36155793473707004, "train_loss_giou_4_unscaled": 0.36257163444391594, "test_class_error": 11.37709052722675, "test_loss": 9.403939545725862, "test_loss_bbox": 0.27323194533681716, "test_loss_bbox_0": 0.36621357200625604, "test_loss_bbox_1": 0.29595100922515977, "test_loss_bbox_2": 0.2775817989541319, "test_loss_bbox_3": 0.27470385395109465, "test_loss_bbox_4": 0.27590218648171655, "test_loss_ce": 0.4947257118103222, "test_loss_ce_0": 0.616968392564085, "test_loss_ce_1": 0.5959227825886906, "test_loss_ce_2": 0.5515007971765135, "test_loss_ce_3": 0.5178610732951484, "test_loss_ce_4": 0.49757726038225925, "test_loss_giou": 0.6861806566151567, "test_loss_giou_0": 0.8626260376585939, "test_loss_giou_1": 0.732084362270733, "test_loss_giou_2": 0.6993266543069967, "test_loss_giou_3": 0.6927645340704689, "test_loss_giou_4": 0.6928169193168798, "test_cardinality_error_unscaled": 292.0223642172524, "test_cardinality_error_0_unscaled": 291.80990415335464, "test_cardinality_error_1_unscaled": 291.8035143769968, "test_cardinality_error_2_unscaled": 291.99321086261983, "test_cardinality_error_3_unscaled": 292.1649361022364, "test_cardinality_error_4_unscaled": 291.97484025559106, "test_class_error_unscaled": 11.37709052722675, "test_loss_bbox_unscaled": 0.05464638916019814, "test_loss_bbox_0_unscaled": 0.07324271445599989, "test_loss_bbox_1_unscaled": 0.05919020188549837, "test_loss_bbox_2_unscaled": 0.05551635975035996, "test_loss_bbox_3_unscaled": 0.05494077081164232, "test_loss_bbox_4_unscaled": 0.05518043716066181, "test_loss_ce_unscaled": 0.2473628559051611, "test_loss_ce_0_unscaled": 0.3084841962820425, "test_loss_ce_1_unscaled": 0.2979613912943453, "test_loss_ce_2_unscaled": 0.27575039858825673, "test_loss_ce_3_unscaled": 0.2589305366475742, "test_loss_ce_4_unscaled": 0.24878863019112962, "test_loss_giou_unscaled": 0.34309032830757835, "test_loss_giou_0_unscaled": 0.43131301882929696, "test_loss_giou_1_unscaled": 0.3660421811353665, "test_loss_giou_2_unscaled": 0.34966332715349835, "test_loss_giou_3_unscaled": 0.34638226703523445, "test_loss_giou_4_unscaled": 0.3464084596584399, "test_coco_eval_bbox": [0.31201717617605507, 0.510575544971051, 0.3202629926729193, 0.1293291215962653, 0.34421507335191665, 0.4849294229042668, 0.2817967587982568, 0.4566809272682855, 0.49593777290026275, 0.2184702896479496, 0.5461562124496795, 0.7590890661001023], "epoch": 8, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 11.218142997197848, "train_loss": 9.757297321406266, "train_loss_bbox": 0.30496720746149475, "train_loss_bbox_0": 0.39373137830204463, "train_loss_bbox_1": 0.3243471632851294, "train_loss_bbox_2": 0.30961526036625314, "train_loss_bbox_3": 0.30762148186832516, "train_loss_bbox_4": 0.3091506329309016, "train_loss_ce": 0.5038488463976217, "train_loss_ce_0": 0.631504843304513, "train_loss_ce_1": 0.5991802623972395, "train_loss_ce_2": 0.5620657567861486, "train_loss_ce_3": 0.5290830910012345, "train_loss_ce_4": 0.5076904980558739, "train_loss_giou": 0.709287179882143, "train_loss_giou_0": 0.8624128832008267, "train_loss_giou_1": 0.748249147175517, "train_loss_giou_2": 0.7207651392832735, "train_loss_giou_3": 0.716116783342551, "train_loss_giou_4": 0.7176597675160692, "train_cardinality_error_unscaled": 292.54946402001895, "train_cardinality_error_0_unscaled": 292.48731908562155, "train_cardinality_error_1_unscaled": 292.7308856350602, "train_cardinality_error_2_unscaled": 292.6354659813337, "train_cardinality_error_3_unscaled": 292.7134958744759, "train_cardinality_error_4_unscaled": 292.56649871500065, "train_class_error_unscaled": 11.218142997197848, "train_loss_bbox_unscaled": 0.06099344151396641, "train_loss_bbox_0_unscaled": 0.07874627562735347, "train_loss_bbox_1_unscaled": 0.06486943264422697, "train_loss_bbox_2_unscaled": 0.06192305208111138, "train_loss_bbox_3_unscaled": 0.0615242963771923, "train_loss_bbox_4_unscaled": 0.061830126597669115, "train_loss_ce_unscaled": 0.25192442319881087, "train_loss_ce_0_unscaled": 0.3157524216522565, "train_loss_ce_1_unscaled": 0.29959013119861977, "train_loss_ce_2_unscaled": 0.2810328783930743, "train_loss_ce_3_unscaled": 0.26454154550061726, "train_loss_ce_4_unscaled": 0.2538452490279369, "train_loss_giou_unscaled": 0.3546435899410715, "train_loss_giou_0_unscaled": 0.4312064416004133, "train_loss_giou_1_unscaled": 0.3741245735877585, "train_loss_giou_2_unscaled": 0.36038256964163673, "train_loss_giou_3_unscaled": 0.3580583916712755, "train_loss_giou_4_unscaled": 0.3588298837580346, "test_class_error": 10.718732087376019, "test_loss": 9.276851233582908, "test_loss_bbox": 0.26154867595377057, "test_loss_bbox_0": 0.35212357375568476, "test_loss_bbox_1": 0.2787941515731355, "test_loss_bbox_2": 0.26449601223674446, "test_loss_bbox_3": 0.26490549652721174, "test_loss_bbox_4": 0.26562282347831484, "test_loss_ce": 0.48609069818124984, "test_loss_ce_0": 0.6211211945111759, "test_loss_ce_1": 0.59122677466359, "test_loss_ce_2": 0.5442954475125565, "test_loss_ce_3": 0.5082147406122555, "test_loss_ce_4": 0.48664506384359, "test_loss_giou": 0.6814759825936522, "test_loss_giou_0": 0.8730710563949122, "test_loss_giou_1": 0.7237164743792135, "test_loss_giou_2": 0.6926899837990539, "test_loss_giou_3": 0.6894745465856009, "test_loss_giou_4": 0.6913385468359572, "test_cardinality_error_unscaled": 291.9540734824281, "test_cardinality_error_0_unscaled": 291.90415335463257, "test_cardinality_error_1_unscaled": 292.0345447284345, "test_cardinality_error_2_unscaled": 292.00279552715654, "test_cardinality_error_3_unscaled": 291.955071884984, "test_cardinality_error_4_unscaled": 291.76617412140575, "test_class_error_unscaled": 10.718732087376019, "test_loss_bbox_unscaled": 0.05230973507411564, "test_loss_bbox_0_unscaled": 0.07042471475351733, "test_loss_bbox_1_unscaled": 0.0557588301360988, "test_loss_bbox_2_unscaled": 0.0528992025401836, "test_loss_bbox_3_unscaled": 0.05298109936971253, "test_loss_bbox_4_unscaled": 0.05312456466709844, "test_loss_ce_unscaled": 0.24304534909062492, "test_loss_ce_0_unscaled": 0.31056059725558793, "test_loss_ce_1_unscaled": 0.295613387331795, "test_loss_ce_2_unscaled": 0.27214772375627827, "test_loss_ce_3_unscaled": 0.25410737030612773, "test_loss_ce_4_unscaled": 0.243322531921795, "test_loss_giou_unscaled": 0.3407379912968261, "test_loss_giou_0_unscaled": 0.4365355281974561, "test_loss_giou_1_unscaled": 0.36185823718960675, "test_loss_giou_2_unscaled": 0.34634499189952694, "test_loss_giou_3_unscaled": 0.34473727329280046, "test_loss_giou_4_unscaled": 0.3456692734179786, "test_coco_eval_bbox": [0.32244964999775677, 0.5259619642764802, 0.329631356191837, 0.130671525361729, 0.3560617253872824, 0.501843228900646, 0.28575310922360536, 0.46204022794277505, 0.5025249121907541, 0.22789511237328702, 0.5504373247320661, 0.762110410203106], "epoch": 9, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 10.861270620489773, "train_loss": 9.613568167942521, "train_loss_bbox": 0.30017514494594794, "train_loss_bbox_0": 0.38563423158431365, "train_loss_bbox_1": 0.31924337450398266, "train_loss_bbox_2": 0.3046444685202272, "train_loss_bbox_3": 0.30281889359416975, "train_loss_bbox_4": 0.3046058598091005, "train_loss_ce": 0.4943569556360362, "train_loss_ce_0": 0.6225867119126337, "train_loss_ce_1": 0.5896499405109752, "train_loss_ce_2": 0.5539266731618755, "train_loss_ce_3": 0.5197618574077377, "train_loss_ce_4": 0.49756637070089654, "train_loss_giou": 0.7006500742278402, "train_loss_giou_0": 0.8507139808944899, "train_loss_giou_1": 0.7389738383359907, "train_loss_giou_2": 0.7116149714072728, "train_loss_giou_3": 0.7074203730177754, "train_loss_giou_4": 0.70922445243127, "train_cardinality_error_unscaled": 292.59525902881103, "train_cardinality_error_0_unscaled": 292.6555440957663, "train_cardinality_error_1_unscaled": 292.7147132422562, "train_cardinality_error_2_unscaled": 292.6020306370891, "train_cardinality_error_3_unscaled": 292.6435141349926, "train_cardinality_error_4_unscaled": 292.5505968483701, "train_class_error_unscaled": 10.861270620489773, "train_loss_bbox_unscaled": 0.06003502898808102, "train_loss_bbox_0_unscaled": 0.07712684626919433, "train_loss_bbox_1_unscaled": 0.06384867490502924, "train_loss_bbox_2_unscaled": 0.060928893669982186, "train_loss_bbox_3_unscaled": 0.06056377871863239, "train_loss_bbox_4_unscaled": 0.060921171969580065, "train_loss_ce_unscaled": 0.2471784778180181, "train_loss_ce_0_unscaled": 0.31129335595631685, "train_loss_ce_1_unscaled": 0.2948249702554876, "train_loss_ce_2_unscaled": 0.27696333658093775, "train_loss_ce_3_unscaled": 0.25988092870386886, "train_loss_ce_4_unscaled": 0.24878318535044827, "train_loss_giou_unscaled": 0.3503250371139201, "train_loss_giou_0_unscaled": 0.42535699044724495, "train_loss_giou_1_unscaled": 0.36948691916799536, "train_loss_giou_2_unscaled": 0.3558074857036364, "train_loss_giou_3_unscaled": 0.3537101865088877, "train_loss_giou_4_unscaled": 0.354612226215635, "test_class_error": 10.590608036175322, "test_loss": 9.19111534124746, "test_loss_bbox": 0.2651806334241891, "test_loss_bbox_0": 0.348765995174932, "test_loss_bbox_1": 0.2808439108415153, "test_loss_bbox_2": 0.26876703099892163, "test_loss_bbox_3": 0.2669015726723229, "test_loss_bbox_4": 0.26915825951023226, "test_loss_ce": 0.47484086315852764, "test_loss_ce_0": 0.6046359005827493, "test_loss_ce_1": 0.5809173124095502, "test_loss_ce_2": 0.5303659303881489, "test_loss_ce_3": 0.49692723869134825, "test_loss_ce_4": 0.4761215225576212, "test_loss_giou": 0.6832399956715374, "test_loss_giou_0": 0.8476869302054945, "test_loss_giou_1": 0.7229320720171395, "test_loss_giou_2": 0.6931891705091007, "test_loss_giou_3": 0.6892648785830305, "test_loss_giou_4": 0.6913761389902986, "test_cardinality_error_unscaled": 292.0041932907348, "test_cardinality_error_0_unscaled": 291.997803514377, "test_cardinality_error_1_unscaled": 292.18350638977637, "test_cardinality_error_2_unscaled": 292.149161341853, "test_cardinality_error_3_unscaled": 292.06110223642173, "test_cardinality_error_4_unscaled": 291.8716054313099, "test_class_error_unscaled": 10.590608036175322, "test_loss_bbox_unscaled": 0.05303612660866576, "test_loss_bbox_0_unscaled": 0.0697531990659313, "test_loss_bbox_1_unscaled": 0.05616878226589852, "test_loss_bbox_2_unscaled": 0.05375340629737979, "test_loss_bbox_3_unscaled": 0.0533803145225627, "test_loss_bbox_4_unscaled": 0.053831651878242674, "test_loss_ce_unscaled": 0.23742043157926382, "test_loss_ce_0_unscaled": 0.30231795029137465, "test_loss_ce_1_unscaled": 0.2904586562047751, "test_loss_ce_2_unscaled": 0.26518296519407447, "test_loss_ce_3_unscaled": 0.24846361934567412, "test_loss_ce_4_unscaled": 0.2380607612788106, "test_loss_giou_unscaled": 0.3416199978357687, "test_loss_giou_0_unscaled": 0.42384346510274723, "test_loss_giou_1_unscaled": 0.36146603600856975, "test_loss_giou_2_unscaled": 0.34659458525455034, "test_loss_giou_3_unscaled": 0.34463243929151527, "test_loss_giou_4_unscaled": 0.3456880694951493, "test_coco_eval_bbox": [0.3229975999261191, 0.5267194245970271, 0.32803616847662487, 0.13821250693751044, 0.3576449551129491, 0.5069779302677636, 0.29013077160089135, 0.4608036394195705, 0.49843538911307644, 0.2230663804361729, 0.549083488210195, 0.7606147627642373], "epoch": 10, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 10.45627880160934, "train_loss": 9.48731641822298, "train_loss_bbox": 0.2954005802111456, "train_loss_bbox_0": 0.38023412195381384, "train_loss_bbox_1": 0.316380882833995, "train_loss_bbox_2": 0.3009149146171927, "train_loss_bbox_3": 0.29810571000352853, "train_loss_bbox_4": 0.29963697863136274, "train_loss_ce": 0.48472209675667105, "train_loss_ce_0": 0.61204461624573, "train_loss_ce_1": 0.5761477533759629, "train_loss_ce_2": 0.5423930937183189, "train_loss_ce_3": 0.5098889964843948, "train_loss_ce_4": 0.4883589913271671, "train_loss_giou": 0.6943589471503296, "train_loss_giou_0": 0.8429834120661871, "train_loss_giou_1": 0.734675366082276, "train_loss_giou_2": 0.7064869112588227, "train_loss_giou_3": 0.7015932617467423, "train_loss_giou_4": 0.7029897932889867, "train_cardinality_error_unscaled": 292.5322517922359, "train_cardinality_error_0_unscaled": 292.6363113756256, "train_cardinality_error_1_unscaled": 292.66662721493304, "train_cardinality_error_2_unscaled": 292.549455566076, "train_cardinality_error_3_unscaled": 292.6315856215339, "train_cardinality_error_4_unscaled": 292.5461416204518, "train_class_error_unscaled": 10.45627880160934, "train_loss_bbox_unscaled": 0.05908011603658551, "train_loss_bbox_0_unscaled": 0.0760468244048718, "train_loss_bbox_1_unscaled": 0.06327617656901614, "train_loss_bbox_2_unscaled": 0.06018298290328278, "train_loss_bbox_3_unscaled": 0.059621142018644345, "train_loss_bbox_4_unscaled": 0.059927395704302756, "train_loss_ce_unscaled": 0.24236104837833553, "train_loss_ce_0_unscaled": 0.306022308122865, "train_loss_ce_1_unscaled": 0.28807387668798146, "train_loss_ce_2_unscaled": 0.27119654685915945, "train_loss_ce_3_unscaled": 0.2549444982421974, "train_loss_ce_4_unscaled": 0.24417949566358355, "train_loss_giou_unscaled": 0.3471794735751648, "train_loss_giou_0_unscaled": 0.42149170603309355, "train_loss_giou_1_unscaled": 0.367337683041138, "train_loss_giou_2_unscaled": 0.35324345562941134, "train_loss_giou_3_unscaled": 0.35079663087337115, "train_loss_giou_4_unscaled": 0.35149489664449335, "test_class_error": 10.88309898010839, "test_loss": 9.155988542416607, "test_loss_bbox": 0.26550224961373753, "test_loss_bbox_0": 0.3545051474159899, "test_loss_bbox_1": 0.28916496138412734, "test_loss_bbox_2": 0.2727746913989131, "test_loss_bbox_3": 0.2691576775080099, "test_loss_bbox_4": 0.27034708357657106, "test_loss_ce": 0.4724900581585333, "test_loss_ce_0": 0.5863942478221065, "test_loss_ce_1": 0.5546229116071146, "test_loss_ce_2": 0.521693263476649, "test_loss_ce_3": 0.49406845491534224, "test_loss_ce_4": 0.4740732826363926, "test_loss_giou": 0.6792993121825087, "test_loss_giou_0": 0.8571940378640026, "test_loss_giou_1": 0.7272657044588948, "test_loss_giou_2": 0.6933254403428147, "test_loss_giou_3": 0.6862300078328044, "test_loss_giou_4": 0.68788002521847, "test_cardinality_error_unscaled": 292.0607028753994, "test_cardinality_error_0_unscaled": 292.1609424920128, "test_cardinality_error_1_unscaled": 292.10543130990413, "test_cardinality_error_2_unscaled": 292.2364217252396, "test_cardinality_error_3_unscaled": 292.24720447284346, "test_cardinality_error_4_unscaled": 292.15774760383385, "test_class_error_unscaled": 10.88309898010839, "test_loss_bbox_unscaled": 0.05310044997035505, "test_loss_bbox_0_unscaled": 0.07090102956175043, "test_loss_bbox_1_unscaled": 0.05783299238870319, "test_loss_bbox_2_unscaled": 0.05455493830596677, "test_loss_bbox_3_unscaled": 0.05383153546589632, "test_loss_bbox_4_unscaled": 0.05406941649631951, "test_loss_ce_unscaled": 0.23624502907926664, "test_loss_ce_0_unscaled": 0.29319712391105324, "test_loss_ce_1_unscaled": 0.2773114558035573, "test_loss_ce_2_unscaled": 0.2608466317383245, "test_loss_ce_3_unscaled": 0.24703422745767112, "test_loss_ce_4_unscaled": 0.2370366413181963, "test_loss_giou_unscaled": 0.33964965609125436, "test_loss_giou_0_unscaled": 0.4285970189320013, "test_loss_giou_1_unscaled": 0.3636328522294474, "test_loss_giou_2_unscaled": 0.34666272017140737, "test_loss_giou_3_unscaled": 0.3431150039164022, "test_loss_giou_4_unscaled": 0.343940012609235, "test_coco_eval_bbox": [0.3276179549250613, 0.5325184272955399, 0.3361369079870034, 0.14044327835802303, 0.36147794360358954, 0.5033358710276501, 0.289600011000948, 0.46877224756047325, 0.5046662772724241, 0.23199184369966416, 0.5571404548343968, 0.7620016460907264], "epoch": 11, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 10.197151975736201, "train_loss": 9.38702485404317, "train_loss_bbox": 0.29211329973414774, "train_loss_bbox_0": 0.37545384185273545, "train_loss_bbox_1": 0.31236360375385847, "train_loss_bbox_2": 0.29748026850491854, "train_loss_bbox_3": 0.29504935746745686, "train_loss_bbox_4": 0.29655808178526805, "train_loss_ce": 0.4779195810233436, "train_loss_ce_0": 0.6057441514270095, "train_loss_ce_1": 0.5698349555193709, "train_loss_ce_2": 0.5351632996379773, "train_loss_ce_3": 0.5029421937605952, "train_loss_ce_4": 0.4815331076867813, "train_loss_giou": 0.6881566255555075, "train_loss_giou_0": 0.8356612307058205, "train_loss_giou_1": 0.727982103026447, "train_loss_giou_2": 0.7006630208396176, "train_loss_giou_3": 0.6954933179339101, "train_loss_giou_4": 0.6969128129294578, "train_cardinality_error_unscaled": 292.63835722981196, "train_cardinality_error_0_unscaled": 292.53500777762747, "train_cardinality_error_1_unscaled": 292.6585367915596, "train_cardinality_error_2_unscaled": 292.6436663059651, "train_cardinality_error_3_unscaled": 292.7324496145002, "train_cardinality_error_4_unscaled": 292.6245942107399, "train_class_error_unscaled": 10.197151975736201, "train_loss_bbox_unscaled": 0.05842265995499263, "train_loss_bbox_0_unscaled": 0.07509076833144489, "train_loss_bbox_1_unscaled": 0.062472720773446934, "train_loss_bbox_2_unscaled": 0.05949605371005381, "train_loss_bbox_3_unscaled": 0.059009871491072674, "train_loss_bbox_4_unscaled": 0.059311616344960155, "train_loss_ce_unscaled": 0.2389597905116718, "train_loss_ce_0_unscaled": 0.3028720757135048, "train_loss_ce_1_unscaled": 0.28491747775968546, "train_loss_ce_2_unscaled": 0.26758164981898863, "train_loss_ce_3_unscaled": 0.2514710968802976, "train_loss_ce_4_unscaled": 0.24076655384339066, "train_loss_giou_unscaled": 0.34407831277775375, "train_loss_giou_0_unscaled": 0.4178306153529103, "train_loss_giou_1_unscaled": 0.3639910515132235, "train_loss_giou_2_unscaled": 0.3503315104198088, "train_loss_giou_3_unscaled": 0.34774665896695506, "train_loss_giou_4_unscaled": 0.3484564064647289, "test_class_error": 10.10064349006921, "test_loss": 8.978372424555282, "test_loss_bbox": 0.25744485345701823, "test_loss_bbox_0": 0.3430926776922549, "test_loss_bbox_1": 0.2750915587900546, "test_loss_bbox_2": 0.26179021611190834, "test_loss_bbox_3": 0.26051678834631803, "test_loss_bbox_4": 0.26157791922077206, "test_loss_ce": 0.4680327500779027, "test_loss_ce_0": 0.5931947170355069, "test_loss_ce_1": 0.5626746278982193, "test_loss_ce_2": 0.522706255554772, "test_loss_ce_3": 0.49028623599213916, "test_loss_ce_4": 0.4701304409069756, "test_loss_giou": 0.6601598615082689, "test_loss_giou_0": 0.8378033618957471, "test_loss_giou_1": 0.7079622332280436, "test_loss_giou_2": 0.671313554905474, "test_loss_giou_3": 0.6669012935588154, "test_loss_giou_4": 0.6676930596653264, "test_cardinality_error_unscaled": 291.8572284345048, "test_cardinality_error_0_unscaled": 292.03194888178916, "test_cardinality_error_1_unscaled": 292.01277955271564, "test_cardinality_error_2_unscaled": 291.842052715655, "test_cardinality_error_3_unscaled": 291.96785143769966, "test_cardinality_error_4_unscaled": 291.609624600639, "test_class_error_unscaled": 10.10064349006921, "test_loss_bbox_unscaled": 0.05148897078423835, "test_loss_bbox_0_unscaled": 0.06861853536468344, "test_loss_bbox_1_unscaled": 0.05501831178895582, "test_loss_bbox_2_unscaled": 0.052358043305694865, "test_loss_bbox_3_unscaled": 0.052103357609754174, "test_loss_bbox_4_unscaled": 0.05231558369657102, "test_loss_ce_unscaled": 0.23401637503895134, "test_loss_ce_0_unscaled": 0.29659735851775343, "test_loss_ce_1_unscaled": 0.28133731394910966, "test_loss_ce_2_unscaled": 0.261353127777386, "test_loss_ce_3_unscaled": 0.24514311799606958, "test_loss_ce_4_unscaled": 0.2350652204534878, "test_loss_giou_unscaled": 0.33007993075413444, "test_loss_giou_0_unscaled": 0.41890168094787356, "test_loss_giou_1_unscaled": 0.3539811166140218, "test_loss_giou_2_unscaled": 0.335656777452737, "test_loss_giou_3_unscaled": 0.3334506467794077, "test_loss_giou_4_unscaled": 0.3338465298326632, "test_coco_eval_bbox": [0.33945752455272904, 0.5440441161279659, 0.3498829816476397, 0.1449728393207437, 0.374703792816013, 0.5201252258492481, 0.2989143652421845, 0.476853909052477, 0.5147400645450785, 0.2489848596285934, 0.566013995282581, 0.7595795654590386], "epoch": 12, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 9.919416014048142, "train_loss": 9.287532376965698, "train_loss_bbox": 0.289012529134315, "train_loss_bbox_0": 0.37295807236532197, "train_loss_bbox_1": 0.31023370350115065, "train_loss_bbox_2": 0.29552439467503516, "train_loss_bbox_3": 0.29261714791463095, "train_loss_bbox_4": 0.29360936652028996, "train_loss_ce": 0.4706020335330864, "train_loss_ce_0": 0.5990282945343981, "train_loss_ce_1": 0.5597996069205302, "train_loss_ce_2": 0.5241806603697048, "train_loss_ce_3": 0.49330307199218737, "train_loss_ce_4": 0.47345379462555587, "train_loss_giou": 0.6825896150669484, "train_loss_giou_0": 0.8295795901587928, "train_loss_giou_1": 0.7231820925685238, "train_loss_giou_2": 0.6959539840488429, "train_loss_giou_3": 0.6905222298706173, "train_loss_giou_4": 0.6913821853643887, "train_cardinality_error_unscaled": 292.6071790883268, "train_cardinality_error_0_unscaled": 292.61388306506154, "train_cardinality_error_1_unscaled": 292.686147369133, "train_cardinality_error_2_unscaled": 292.66196063844177, "train_cardinality_error_3_unscaled": 292.6674134316245, "train_cardinality_error_4_unscaled": 292.5676738130664, "train_class_error_unscaled": 9.919416014048142, "train_loss_bbox_unscaled": 0.05780250583502609, "train_loss_bbox_0_unscaled": 0.0745916145216398, "train_loss_bbox_1_unscaled": 0.062046740699423904, "train_loss_bbox_2_unscaled": 0.05910487891595982, "train_loss_bbox_3_unscaled": 0.058523429571034284, "train_loss_bbox_4_unscaled": 0.05872187332673323, "train_loss_ce_unscaled": 0.2353010167665432, "train_loss_ce_0_unscaled": 0.29951414726719905, "train_loss_ce_1_unscaled": 0.2798998034602651, "train_loss_ce_2_unscaled": 0.2620903301848524, "train_loss_ce_3_unscaled": 0.24665153599609368, "train_loss_ce_4_unscaled": 0.23672689731277793, "train_loss_giou_unscaled": 0.3412948075334742, "train_loss_giou_0_unscaled": 0.4147897950793964, "train_loss_giou_1_unscaled": 0.3615910462842619, "train_loss_giou_2_unscaled": 0.34797699202442145, "train_loss_giou_3_unscaled": 0.34526111493530864, "train_loss_giou_4_unscaled": 0.34569109268219433, "test_class_error": 9.917810546704375, "test_loss": 8.894132160150205, "test_loss_bbox": 0.25520990350947215, "test_loss_bbox_0": 0.3373147493448501, "test_loss_bbox_1": 0.27714687681045774, "test_loss_bbox_2": 0.2625185594486352, "test_loss_bbox_3": 0.2593625399251335, "test_loss_bbox_4": 0.2602671989427207, "test_loss_ce": 0.4608079101711797, "test_loss_ce_0": 0.5783833196749703, "test_loss_ce_1": 0.5417759357549893, "test_loss_ce_2": 0.51305653968939, "test_loss_ce_3": 0.4835932968904416, "test_loss_ce_4": 0.46405721786684884, "test_loss_giou": 0.657566491026467, "test_loss_giou_0": 0.832001276480885, "test_loss_giou_1": 0.7076888745204328, "test_loss_giou_2": 0.6716895033947576, "test_loss_giou_3": 0.6659401456197611, "test_loss_giou_4": 0.6657518140805034, "test_cardinality_error_unscaled": 291.97384185303514, "test_cardinality_error_0_unscaled": 292.0283546325879, "test_cardinality_error_1_unscaled": 291.64416932907346, "test_cardinality_error_2_unscaled": 291.75, "test_cardinality_error_3_unscaled": 291.80411341853033, "test_cardinality_error_4_unscaled": 291.8047124600639, "test_class_error_unscaled": 9.917810546704375, "test_loss_bbox_unscaled": 0.051041980699514045, "test_loss_bbox_0_unscaled": 0.06746294992133832, "test_loss_bbox_1_unscaled": 0.055429375328766274, "test_loss_bbox_2_unscaled": 0.052503711892107424, "test_loss_bbox_3_unscaled": 0.05187250814213159, "test_loss_bbox_4_unscaled": 0.052053439826630174, "test_loss_ce_unscaled": 0.23040395508558986, "test_loss_ce_0_unscaled": 0.2891916598374851, "test_loss_ce_1_unscaled": 0.27088796787749464, "test_loss_ce_2_unscaled": 0.256528269844695, "test_loss_ce_3_unscaled": 0.2417966484452208, "test_loss_ce_4_unscaled": 0.23202860893342442, "test_loss_giou_unscaled": 0.3287832455132335, "test_loss_giou_0_unscaled": 0.4160006382404425, "test_loss_giou_1_unscaled": 0.3538444372602164, "test_loss_giou_2_unscaled": 0.3358447516973788, "test_loss_giou_3_unscaled": 0.33297007280988056, "test_loss_giou_4_unscaled": 0.3328759070402517, "test_coco_eval_bbox": [0.34212002673352093, 0.5494968625482826, 0.3515886981269907, 0.1545546593433633, 0.37537355747979234, 0.5263042958499116, 0.2999864930640477, 0.47850682986254767, 0.5128378867356417, 0.23802079125823838, 0.5677312174354602, 0.7663772763061705], "epoch": 13, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 9.667059167995838, "train_loss": 9.172777762581365, "train_loss_bbox": 0.28480544570220206, "train_loss_bbox_0": 0.3669130170875806, "train_loss_bbox_1": 0.3058530351845705, "train_loss_bbox_2": 0.29128782057309044, "train_loss_bbox_3": 0.2881688997562661, "train_loss_bbox_4": 0.28915668102065684, "train_loss_ce": 0.4638679698865468, "train_loss_ce_0": 0.59195150510555, "train_loss_ce_1": 0.5516854673362014, "train_loss_ce_2": 0.5160328931194447, "train_loss_ce_3": 0.48629816639782947, "train_loss_ce_4": 0.46677569758580856, "train_loss_giou": 0.6753717115166287, "train_loss_giou_0": 0.8214517019323256, "train_loss_giou_1": 0.7164353046344031, "train_loss_giou_2": 0.6891628411647255, "train_loss_giou_3": 0.683402469834439, "train_loss_giou_4": 0.6841571451797547, "train_cardinality_error_unscaled": 292.5775057486812, "train_cardinality_error_0_unscaled": 292.62878736642773, "train_cardinality_error_1_unscaled": 292.66925639118085, "train_cardinality_error_2_unscaled": 292.64573752198027, "train_cardinality_error_3_unscaled": 292.62421378330856, "train_cardinality_error_4_unscaled": 292.5891130123089, "train_class_error_unscaled": 9.667059167995838, "train_loss_bbox_unscaled": 0.0569610891514253, "train_loss_bbox_0_unscaled": 0.07338260341146939, "train_loss_bbox_1_unscaled": 0.061170607064023615, "train_loss_bbox_2_unscaled": 0.05825756411371108, "train_loss_bbox_3_unscaled": 0.057633779926864734, "train_loss_bbox_4_unscaled": 0.05783133621894586, "train_loss_ce_unscaled": 0.2319339849432734, "train_loss_ce_0_unscaled": 0.295975752552775, "train_loss_ce_1_unscaled": 0.2758427336681007, "train_loss_ce_2_unscaled": 0.25801644655972233, "train_loss_ce_3_unscaled": 0.24314908319891473, "train_loss_ce_4_unscaled": 0.23338784879290428, "train_loss_giou_unscaled": 0.33768585575831433, "train_loss_giou_0_unscaled": 0.4107258509661628, "train_loss_giou_1_unscaled": 0.35821765231720154, "train_loss_giou_2_unscaled": 0.34458142058236274, "train_loss_giou_3_unscaled": 0.3417012349172195, "train_loss_giou_4_unscaled": 0.34207857258987734, "test_class_error": 9.895366001433839, "test_loss": 8.819435794513446, "test_loss_bbox": 0.2527685620533392, "test_loss_bbox_0": 0.3381083795723443, "test_loss_bbox_1": 0.2788074415046186, "test_loss_bbox_2": 0.2613013981820676, "test_loss_bbox_3": 0.25500145102270877, "test_loss_bbox_4": 0.25642405621731246, "test_loss_ce": 0.45952649438343107, "test_loss_ce_0": 0.5800561982031447, "test_loss_ce_1": 0.5426721995630965, "test_loss_ce_2": 0.5129734958513096, "test_loss_ce_3": 0.48131448287552536, "test_loss_ce_4": 0.46798019611035674, "test_loss_giou": 0.6476763759177333, "test_loss_giou_0": 0.8146933778025471, "test_loss_giou_1": 0.6947230928050824, "test_loss_giou_2": 0.6646358790679481, "test_loss_giou_3": 0.6556947253192195, "test_loss_giou_4": 0.6550779514990676, "test_cardinality_error_unscaled": 291.9544728434505, "test_cardinality_error_0_unscaled": 291.55810702875397, "test_cardinality_error_1_unscaled": 291.94948083067095, "test_cardinality_error_2_unscaled": 292.1072284345048, "test_cardinality_error_3_unscaled": 292.0688897763578, "test_cardinality_error_4_unscaled": 291.81050319488816, "test_class_error_unscaled": 9.895366001433839, "test_loss_bbox_unscaled": 0.05055371237496217, "test_loss_bbox_0_unscaled": 0.06762167603110734, "test_loss_bbox_1_unscaled": 0.05576148836281353, "test_loss_bbox_2_unscaled": 0.05226027961975088, "test_loss_bbox_3_unscaled": 0.05100029015455383, "test_loss_bbox_4_unscaled": 0.051284811153008154, "test_loss_ce_unscaled": 0.22976324719171554, "test_loss_ce_0_unscaled": 0.29002809910157235, "test_loss_ce_1_unscaled": 0.27133609978154827, "test_loss_ce_2_unscaled": 0.2564867479256548, "test_loss_ce_3_unscaled": 0.24065724143776268, "test_loss_ce_4_unscaled": 0.23399009805517837, "test_loss_giou_unscaled": 0.32383818795886665, "test_loss_giou_0_unscaled": 0.40734668890127357, "test_loss_giou_1_unscaled": 0.3473615464025412, "test_loss_giou_2_unscaled": 0.33231793953397404, "test_loss_giou_3_unscaled": 0.32784736265960973, "test_loss_giou_4_unscaled": 0.3275389757495338, "test_coco_eval_bbox": [0.3433166173578089, 0.551195736969624, 0.3537978468280991, 0.15533764829551489, 0.3776777903567499, 0.5213375739722833, 0.30096552092068907, 0.4864890099523752, 0.5229086939974187, 0.2541757703542427, 0.5786942380601636, 0.771228795033351], "epoch": 14, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 9.5147601359432, "train_loss": 9.077796481320972, "train_loss_bbox": 0.28092633596328315, "train_loss_bbox_0": 0.3628623856370897, "train_loss_bbox_1": 0.3028982597162997, "train_loss_bbox_2": 0.28774857705683987, "train_loss_bbox_3": 0.2841126037239787, "train_loss_bbox_4": 0.2852044203567453, "train_loss_ce": 0.45795553983725185, "train_loss_ce_0": 0.5843944186676053, "train_loss_ce_1": 0.5434700480562641, "train_loss_ce_2": 0.5103293989711825, "train_loss_ce_3": 0.48162243020529677, "train_loss_ce_4": 0.4614727028237295, "train_loss_giou": 0.6697693257278314, "train_loss_giou_0": 0.8142447043308527, "train_loss_giou_1": 0.711294527045287, "train_loss_giou_2": 0.6837541267979247, "train_loss_giou_3": 0.6773777782401035, "train_loss_giou_4": 0.6783588919251952, "train_cardinality_error_unscaled": 292.6046767212228, "train_cardinality_error_0_unscaled": 292.6769410252942, "train_cardinality_error_1_unscaled": 292.5122751251184, "train_cardinality_error_2_unscaled": 292.66822501014474, "train_cardinality_error_3_unscaled": 292.6606756391181, "train_cardinality_error_4_unscaled": 292.5923086027323, "train_class_error_unscaled": 9.5147601359432, "train_loss_bbox_unscaled": 0.0561852672156342, "train_loss_bbox_0_unscaled": 0.07257247712157276, "train_loss_bbox_1_unscaled": 0.06057965197903643, "train_loss_bbox_2_unscaled": 0.05754971543162452, "train_loss_bbox_3_unscaled": 0.05682252078238624, "train_loss_bbox_4_unscaled": 0.057040884053813544, "train_loss_ce_unscaled": 0.22897776991862592, "train_loss_ce_0_unscaled": 0.29219720933380267, "train_loss_ce_1_unscaled": 0.27173502402813204, "train_loss_ce_2_unscaled": 0.25516469948559123, "train_loss_ce_3_unscaled": 0.24081121510264838, "train_loss_ce_4_unscaled": 0.23073635141186474, "train_loss_giou_unscaled": 0.3348846628639157, "train_loss_giou_0_unscaled": 0.40712235216542636, "train_loss_giou_1_unscaled": 0.3556472635226435, "train_loss_giou_2_unscaled": 0.34187706339896234, "train_loss_giou_3_unscaled": 0.33868888912005174, "train_loss_giou_4_unscaled": 0.3391794459625976, "test_class_error": 9.77474174255761, "test_loss": 8.636087065687576, "test_loss_bbox": 0.24951020854349715, "test_loss_bbox_0": 0.32776116363156715, "test_loss_bbox_1": 0.2731976283434481, "test_loss_bbox_2": 0.2582564629114474, "test_loss_bbox_3": 0.2529443703329982, "test_loss_bbox_4": 0.25448847321656565, "test_loss_ce": 0.44523337483406067, "test_loss_ce_0": 0.5672714978742143, "test_loss_ce_1": 0.5210879904012711, "test_loss_ce_2": 0.4913688364882058, "test_loss_ce_3": 0.46653257153285577, "test_loss_ce_4": 0.44675412240881507, "test_loss_giou": 0.6413734042035124, "test_loss_giou_0": 0.7994530526593852, "test_loss_giou_1": 0.6855801382956033, "test_loss_giou_2": 0.6558900538343972, "test_loss_giou_3": 0.6491712638364432, "test_loss_giou_4": 0.6502125222271624, "test_cardinality_error_unscaled": 292.14556709265173, "test_cardinality_error_0_unscaled": 292.28075079872207, "test_cardinality_error_1_unscaled": 292.14576677316296, "test_cardinality_error_2_unscaled": 292.1781150159744, "test_cardinality_error_3_unscaled": 292.26857028753994, "test_cardinality_error_4_unscaled": 292.2064696485623, "test_class_error_unscaled": 9.77474174255761, "test_loss_bbox_unscaled": 0.04990204172536207, "test_loss_bbox_0_unscaled": 0.06555223263823948, "test_loss_bbox_1_unscaled": 0.05463952580675149, "test_loss_bbox_2_unscaled": 0.0516512926322774, "test_loss_bbox_3_unscaled": 0.05058887396186305, "test_loss_bbox_4_unscaled": 0.05089769469568143, "test_loss_ce_unscaled": 0.22261668741703033, "test_loss_ce_0_unscaled": 0.28363574893710713, "test_loss_ce_1_unscaled": 0.26054399520063554, "test_loss_ce_2_unscaled": 0.2456844182441029, "test_loss_ce_3_unscaled": 0.23326628576642788, "test_loss_ce_4_unscaled": 0.22337706120440753, "test_loss_giou_unscaled": 0.3206867021017562, "test_loss_giou_0_unscaled": 0.3997265263296926, "test_loss_giou_1_unscaled": 0.34279006914780163, "test_loss_giou_2_unscaled": 0.3279450269171986, "test_loss_giou_3_unscaled": 0.3245856319182216, "test_loss_giou_4_unscaled": 0.3251062611135812, "test_coco_eval_bbox": [0.3527425707858705, 0.5595218702754974, 0.36658705461657903, 0.16028162262401022, 0.38708181929297575, 0.5366135816391909, 0.3051066863924294, 0.4931554279624566, 0.5290550087107191, 0.2586364981142639, 0.5851939216887142, 0.7732510290394807], "epoch": 15, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 9.236522253643558, "train_loss": 8.996713495312566, "train_loss_bbox": 0.27859817894550293, "train_loss_bbox_0": 0.3600628238060986, "train_loss_bbox_1": 0.30133622142413335, "train_loss_bbox_2": 0.28600121300678105, "train_loss_bbox_3": 0.28237231797138734, "train_loss_bbox_4": 0.2831159016263835, "train_loss_ce": 0.4526659825746961, "train_loss_ce_0": 0.578210063688845, "train_loss_ce_1": 0.5346136578934031, "train_loss_ce_2": 0.5021483487146368, "train_loss_ce_3": 0.4743546373536489, "train_loss_ce_4": 0.4555268556718073, "train_loss_giou": 0.6650122773392539, "train_loss_giou_0": 0.808886253223454, "train_loss_giou_1": 0.7075525020958041, "train_loss_giou_2": 0.6795453599739926, "train_loss_giou_3": 0.6730331240407543, "train_loss_giou_4": 0.6736777782415999, "train_cardinality_error_unscaled": 292.75861456783446, "train_cardinality_error_0_unscaled": 292.73937339375084, "train_cardinality_error_1_unscaled": 292.62367273096174, "train_cardinality_error_2_unscaled": 292.6615717570675, "train_cardinality_error_3_unscaled": 292.7682267009333, "train_cardinality_error_4_unscaled": 292.7442090491005, "train_class_error_unscaled": 9.236522253643558, "train_loss_bbox_unscaled": 0.05571963576692924, "train_loss_bbox_0_unscaled": 0.07201256475567688, "train_loss_bbox_1_unscaled": 0.060267244292183525, "train_loss_bbox_2_unscaled": 0.057200242583216016, "train_loss_bbox_3_unscaled": 0.056474463616851926, "train_loss_bbox_4_unscaled": 0.05662318030300457, "train_loss_ce_unscaled": 0.22633299128734805, "train_loss_ce_0_unscaled": 0.2891050318444225, "train_loss_ce_1_unscaled": 0.26730682894670155, "train_loss_ce_2_unscaled": 0.2510741743573184, "train_loss_ce_3_unscaled": 0.23717731867682446, "train_loss_ce_4_unscaled": 0.22776342783590364, "train_loss_giou_unscaled": 0.33250613866962697, "train_loss_giou_0_unscaled": 0.404443126611727, "train_loss_giou_1_unscaled": 0.35377625104790206, "train_loss_giou_2_unscaled": 0.3397726799869963, "train_loss_giou_3_unscaled": 0.33651656202037716, "train_loss_giou_4_unscaled": 0.33683888912079996, "test_class_error": 9.652933276118562, "test_loss": 8.624190712889163, "test_loss_bbox": 0.24608019556100377, "test_loss_bbox_0": 0.3257329952412139, "test_loss_bbox_1": 0.2655489123857821, "test_loss_bbox_2": 0.25288562733715714, "test_loss_bbox_3": 0.248890165608531, "test_loss_bbox_4": 0.24986499643173463, "test_loss_ce": 0.45200391689809366, "test_loss_ce_0": 0.5688731512322593, "test_loss_ce_1": 0.5302880572053952, "test_loss_ce_2": 0.4936290211951771, "test_loss_ce_3": 0.4737634922559269, "test_loss_ce_4": 0.4551628318647988, "test_loss_giou": 0.636134648284973, "test_loss_giou_0": 0.8034941260807049, "test_loss_giou_1": 0.6817729157952074, "test_loss_giou_2": 0.6500723005864567, "test_loss_giou_3": 0.6438819229983674, "test_loss_giou_4": 0.646111464157653, "test_cardinality_error_unscaled": 292.20487220447285, "test_cardinality_error_0_unscaled": 292.24840255591056, "test_cardinality_error_1_unscaled": 292.03394568690095, "test_cardinality_error_2_unscaled": 292.1355830670926, "test_cardinality_error_3_unscaled": 292.21685303514374, "test_cardinality_error_4_unscaled": 292.2470047923323, "test_class_error_unscaled": 9.652933276118562, "test_loss_bbox_unscaled": 0.04921603913362415, "test_loss_bbox_0_unscaled": 0.06514659901253712, "test_loss_bbox_1_unscaled": 0.05310978256046962, "test_loss_bbox_2_unscaled": 0.050577125419823885, "test_loss_bbox_3_unscaled": 0.04977803314312959, "test_loss_bbox_4_unscaled": 0.04997299936489937, "test_loss_ce_unscaled": 0.22600195844904683, "test_loss_ce_0_unscaled": 0.28443657561612967, "test_loss_ce_1_unscaled": 0.2651440286026976, "test_loss_ce_2_unscaled": 0.24681451059758855, "test_loss_ce_3_unscaled": 0.23688174612796345, "test_loss_ce_4_unscaled": 0.2275814159323994, "test_loss_giou_unscaled": 0.3180673241424865, "test_loss_giou_0_unscaled": 0.40174706304035246, "test_loss_giou_1_unscaled": 0.3408864578976037, "test_loss_giou_2_unscaled": 0.32503615029322835, "test_loss_giou_3_unscaled": 0.3219409614991837, "test_loss_giou_4_unscaled": 0.3230557320788265, "test_coco_eval_bbox": [0.35985601276524515, 0.5644636462681241, 0.37327907557570705, 0.15761669876840964, 0.39743121585626895, 0.5453118050362812, 0.31133888377459096, 0.49593984037524946, 0.5324538830903898, 0.266323544207547, 0.5828583537370404, 0.7839275830808162], "epoch": 16, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 9.066660562936047, "train_loss": 8.916197900889482, "train_loss_bbox": 0.2759548314233183, "train_loss_bbox_0": 0.35684205258100615, "train_loss_bbox_1": 0.29834824289139433, "train_loss_bbox_2": 0.28352211476234984, "train_loss_bbox_3": 0.27981697330693506, "train_loss_bbox_4": 0.2804780112488512, "train_loss_ce": 0.44577072923792627, "train_loss_ce_0": 0.5728779796913547, "train_loss_ce_1": 0.5287363848069613, "train_loss_ce_2": 0.49458670890671497, "train_loss_ce_3": 0.4672092430794431, "train_loss_ce_4": 0.44859934277226826, "train_loss_giou": 0.6612821278714947, "train_loss_giou_0": 0.8041642833776731, "train_loss_giou_1": 0.7028591770265061, "train_loss_giou_2": 0.6757590977398708, "train_loss_giou_3": 0.6693382078516423, "train_loss_giou_4": 0.670052398078322, "train_cardinality_error_unscaled": 292.750414243203, "train_cardinality_error_0_unscaled": 292.8549810631679, "train_cardinality_error_1_unscaled": 292.7748545921818, "train_cardinality_error_2_unscaled": 292.666525767618, "train_cardinality_error_3_unscaled": 292.7152627485459, "train_cardinality_error_4_unscaled": 292.6731113891519, "train_class_error_unscaled": 9.066660562936047, "train_loss_bbox_unscaled": 0.05519096627120968, "train_loss_bbox_0_unscaled": 0.07136841051368176, "train_loss_bbox_1_unscaled": 0.059669648583720925, "train_loss_bbox_2_unscaled": 0.056704422958617474, "train_loss_bbox_3_unscaled": 0.05596339469555104, "train_loss_bbox_4_unscaled": 0.05609560225410373, "train_loss_ce_unscaled": 0.22288536461896313, "train_loss_ce_0_unscaled": 0.28643898984567734, "train_loss_ce_1_unscaled": 0.26436819240348064, "train_loss_ce_2_unscaled": 0.24729335445335748, "train_loss_ce_3_unscaled": 0.23360462153972156, "train_loss_ce_4_unscaled": 0.22429967138613413, "train_loss_giou_unscaled": 0.3306410639357473, "train_loss_giou_0_unscaled": 0.40208214168883655, "train_loss_giou_1_unscaled": 0.35142958851325307, "train_loss_giou_2_unscaled": 0.3378795488699354, "train_loss_giou_3_unscaled": 0.33466910392582117, "train_loss_giou_4_unscaled": 0.335026199039161, "test_class_error": 9.638719080355221, "test_loss": 8.587435656843095, "test_loss_bbox": 0.24187044251841097, "test_loss_bbox_0": 0.32044145322074524, "test_loss_bbox_1": 0.2625822209702513, "test_loss_bbox_2": 0.24832331391569143, "test_loss_bbox_3": 0.24310892991745434, "test_loss_bbox_4": 0.24537776720028714, "test_loss_ce": 0.4529501801481643, "test_loss_ce_0": 0.5713326860540591, "test_loss_ce_1": 0.5352415313926367, "test_loss_ce_2": 0.5006378215913194, "test_loss_ce_3": 0.47573262757767504, "test_loss_ce_4": 0.45333003912109154, "test_loss_giou": 0.6301741421984407, "test_loss_giou_0": 0.8079498397846954, "test_loss_giou_1": 0.6771888330150336, "test_loss_giou_2": 0.6471558048511846, "test_loss_giou_3": 0.6355865592012009, "test_loss_giou_4": 0.6384514558810396, "test_cardinality_error_unscaled": 292.1739217252396, "test_cardinality_error_0_unscaled": 292.16673322683704, "test_cardinality_error_1_unscaled": 292.16793130990413, "test_cardinality_error_2_unscaled": 292.1763178913738, "test_cardinality_error_3_unscaled": 292.24500798722045, "test_cardinality_error_4_unscaled": 292.4017571884984, "test_class_error_unscaled": 9.638719080355221, "test_loss_bbox_unscaled": 0.04837408864174407, "test_loss_bbox_0_unscaled": 0.06408829059892188, "test_loss_bbox_1_unscaled": 0.05251644404170612, "test_loss_bbox_2_unscaled": 0.04966466271648773, "test_loss_bbox_3_unscaled": 0.048621785901367856, "test_loss_bbox_4_unscaled": 0.04907555340792234, "test_loss_ce_unscaled": 0.22647509007408215, "test_loss_ce_0_unscaled": 0.28566634302702953, "test_loss_ce_1_unscaled": 0.2676207656963184, "test_loss_ce_2_unscaled": 0.2503189107956597, "test_loss_ce_3_unscaled": 0.23786631378883752, "test_loss_ce_4_unscaled": 0.22666501956054577, "test_loss_giou_unscaled": 0.31508707109922035, "test_loss_giou_0_unscaled": 0.4039749198923477, "test_loss_giou_1_unscaled": 0.3385944165075168, "test_loss_giou_2_unscaled": 0.3235779024255923, "test_loss_giou_3_unscaled": 0.31779327960060044, "test_loss_giou_4_unscaled": 0.3192257279405198, "test_coco_eval_bbox": [0.35832644278771436, 0.5626414806555339, 0.37453295034685125, 0.16066030131041253, 0.3932931702284279, 0.5479345832038901, 0.3085948304864897, 0.4998919977055784, 0.5381880217090758, 0.27416946113456225, 0.5891217546162791, 0.7917912468572246], "epoch": 17, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 8.87907318892828, "train_loss": 8.840149381527409, "train_loss_bbox": 0.27334474717290413, "train_loss_bbox_0": 0.35313999998735573, "train_loss_bbox_1": 0.2954564891159978, "train_loss_bbox_2": 0.2810165532125795, "train_loss_bbox_3": 0.277128063040513, "train_loss_bbox_4": 0.2777116895669306, "train_loss_ce": 0.44263462156529004, "train_loss_ce_0": 0.5688579399821466, "train_loss_ce_1": 0.5227690621793278, "train_loss_ce_2": 0.48939554451944767, "train_loss_ce_3": 0.4629229091568405, "train_loss_ce_4": 0.44526639872985296, "train_loss_giou": 0.6556358488731869, "train_loss_giou_0": 0.7985605571333843, "train_loss_giou_1": 0.6977169269898191, "train_loss_giou_2": 0.670436030224794, "train_loss_giou_3": 0.6639011893811929, "train_loss_giou_4": 0.6642548046914422, "train_cardinality_error_unscaled": 292.71385939402137, "train_cardinality_error_0_unscaled": 292.68030569457596, "train_cardinality_error_1_unscaled": 292.7183653455972, "train_cardinality_error_2_unscaled": 292.75776917354256, "train_cardinality_error_3_unscaled": 292.69299506289735, "train_cardinality_error_4_unscaled": 292.7189993913161, "train_class_error_unscaled": 8.87907318892828, "train_loss_bbox_unscaled": 0.054668949436495626, "train_loss_bbox_0_unscaled": 0.07062799997509824, "train_loss_bbox_1_unscaled": 0.059091297855952685, "train_loss_bbox_2_unscaled": 0.05620331059897944, "train_loss_bbox_3_unscaled": 0.05542561260638936, "train_loss_bbox_4_unscaled": 0.05554233792144843, "train_loss_ce_unscaled": 0.22131731078264502, "train_loss_ce_0_unscaled": 0.2844289699910733, "train_loss_ce_1_unscaled": 0.2613845310896639, "train_loss_ce_2_unscaled": 0.24469777225972383, "train_loss_ce_3_unscaled": 0.23146145457842024, "train_loss_ce_4_unscaled": 0.22263319936492648, "train_loss_giou_unscaled": 0.32781792443659347, "train_loss_giou_0_unscaled": 0.3992802785666921, "train_loss_giou_1_unscaled": 0.34885846349490957, "train_loss_giou_2_unscaled": 0.335218015112397, "train_loss_giou_3_unscaled": 0.33195059469059646, "train_loss_giou_4_unscaled": 0.3321274023457211, "test_class_error": 9.449233627928713, "test_loss": 8.622905364051794, "test_loss_bbox": 0.24603192950970829, "test_loss_bbox_0": 0.3381349597685634, "test_loss_bbox_1": 0.2710458026907315, "test_loss_bbox_2": 0.25428394811412397, "test_loss_bbox_3": 0.24937270110407575, "test_loss_bbox_4": 0.24958872004819754, "test_loss_ce": 0.44574846170199944, "test_loss_ce_0": 0.567714870261689, "test_loss_ce_1": 0.5231720202456648, "test_loss_ce_2": 0.4900513182813748, "test_loss_ce_3": 0.4662255454368104, "test_loss_ce_4": 0.4485350775832947, "test_loss_giou": 0.636308200728779, "test_loss_giou_0": 0.8169898461229124, "test_loss_giou_1": 0.6841029399119246, "test_loss_giou_2": 0.6506907025846048, "test_loss_giou_3": 0.6422106664592084, "test_loss_giou_4": 0.6426975977496979, "test_cardinality_error_unscaled": 292.2717651757188, "test_cardinality_error_0_unscaled": 292.44369009584665, "test_cardinality_error_1_unscaled": 292.3937699680511, "test_cardinality_error_2_unscaled": 292.2713658146965, "test_cardinality_error_3_unscaled": 292.260982428115, "test_cardinality_error_4_unscaled": 292.26317891373805, "test_class_error_unscaled": 9.449233627928713, "test_loss_bbox_unscaled": 0.049206385930506184, "test_loss_bbox_0_unscaled": 0.06762699200846135, "test_loss_bbox_1_unscaled": 0.054209160621459494, "test_loss_bbox_2_unscaled": 0.05085678956807612, "test_loss_bbox_3_unscaled": 0.049874540346975145, "test_loss_bbox_4_unscaled": 0.049917743966792716, "test_loss_ce_unscaled": 0.22287423085099972, "test_loss_ce_0_unscaled": 0.2838574351308445, "test_loss_ce_1_unscaled": 0.2615860101228324, "test_loss_ce_2_unscaled": 0.2450256591406874, "test_loss_ce_3_unscaled": 0.2331127727184052, "test_loss_ce_4_unscaled": 0.22426753879164735, "test_loss_giou_unscaled": 0.3181541003643895, "test_loss_giou_0_unscaled": 0.4084949230614562, "test_loss_giou_1_unscaled": 0.3420514699559623, "test_loss_giou_2_unscaled": 0.3253453512923024, "test_loss_giou_3_unscaled": 0.3211053332296042, "test_loss_giou_4_unscaled": 0.32134879887484896, "test_coco_eval_bbox": [0.3563415846138854, 0.5671802613204895, 0.36696601578590315, 0.15488956726194825, 0.3932746941250682, 0.5459475679957572, 0.30494183388917273, 0.4918558563689158, 0.5300841346637623, 0.2641044580088032, 0.5867084135105904, 0.778759702541616], "epoch": 18, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 8.67071218386113, "train_loss": 8.778013927308017, "train_loss_bbox": 0.27105405142040256, "train_loss_bbox_0": 0.35143998588766534, "train_loss_bbox_1": 0.2934524083123806, "train_loss_bbox_2": 0.2788034256229732, "train_loss_bbox_3": 0.27494175739593407, "train_loss_bbox_4": 0.27541450574645393, "train_loss_ce": 0.437380749207702, "train_loss_ce_0": 0.5639793623466058, "train_loss_ce_1": 0.5183693108427401, "train_loss_ce_2": 0.4844281342433332, "train_loss_ce_3": 0.4574985953261271, "train_loss_ce_4": 0.44028570850179594, "train_loss_giou": 0.652605505690158, "train_loss_giou_0": 0.7950115751691267, "train_loss_giou_1": 0.6943734812588165, "train_loss_giou_2": 0.6671361798816358, "train_loss_giou_3": 0.6608302272875384, "train_loss_giou_4": 0.6610089693987916, "train_cardinality_error_unscaled": 292.6253550656026, "train_cardinality_error_0_unscaled": 292.8539834979034, "train_cardinality_error_1_unscaled": 292.71354659813335, "train_cardinality_error_2_unscaled": 292.6818950358447, "train_cardinality_error_3_unscaled": 292.6894105910997, "train_cardinality_error_4_unscaled": 292.70614094413634, "train_class_error_unscaled": 8.67071218386113, "train_loss_bbox_unscaled": 0.05421081030343006, "train_loss_bbox_0_unscaled": 0.07028799716886609, "train_loss_bbox_1_unscaled": 0.05869048162811054, "train_loss_bbox_2_unscaled": 0.0557606851181448, "train_loss_bbox_3_unscaled": 0.05498835149722623, "train_loss_bbox_4_unscaled": 0.05508290112056881, "train_loss_ce_unscaled": 0.218690374603851, "train_loss_ce_0_unscaled": 0.2819896811733029, "train_loss_ce_1_unscaled": 0.25918465542137004, "train_loss_ce_2_unscaled": 0.2422140671216666, "train_loss_ce_3_unscaled": 0.22874929766306354, "train_loss_ce_4_unscaled": 0.22014285425089797, "train_loss_giou_unscaled": 0.326302752845079, "train_loss_giou_0_unscaled": 0.39750578758456334, "train_loss_giou_1_unscaled": 0.34718674062940824, "train_loss_giou_2_unscaled": 0.3335680899408179, "train_loss_giou_3_unscaled": 0.3304151136437692, "train_loss_giou_4_unscaled": 0.3305044846993958, "test_class_error": 9.522758176151555, "test_loss": 8.492218386250943, "test_loss_bbox": 0.241673091396737, "test_loss_bbox_0": 0.3179818867875364, "test_loss_bbox_1": 0.2612756494992076, "test_loss_bbox_2": 0.24609859230609749, "test_loss_bbox_3": 0.2428612627160435, "test_loss_bbox_4": 0.2447342208970469, "test_loss_ce": 0.4415721595287323, "test_loss_ce_0": 0.55883850542882, "test_loss_ce_1": 0.516117768832289, "test_loss_ce_2": 0.48744406410680413, "test_loss_ce_3": 0.46184638133064243, "test_loss_ce_4": 0.4444078755454895, "test_loss_giou": 0.6318819646637279, "test_loss_giou_0": 0.7958099396464924, "test_loss_giou_1": 0.6779798240707324, "test_loss_giou_2": 0.6440729774034823, "test_loss_giou_3": 0.6385362850972258, "test_loss_giou_4": 0.6390858609645892, "test_cardinality_error_unscaled": 292.16433706070285, "test_cardinality_error_0_unscaled": 292.4622603833866, "test_cardinality_error_1_unscaled": 292.26317891373805, "test_cardinality_error_2_unscaled": 292.3490415335463, "test_cardinality_error_3_unscaled": 292.28334664536743, "test_cardinality_error_4_unscaled": 292.3071086261981, "test_class_error_unscaled": 9.522758176151555, "test_loss_bbox_unscaled": 0.04833461827458665, "test_loss_bbox_0_unscaled": 0.06359637733370352, "test_loss_bbox_1_unscaled": 0.05225512986413587, "test_loss_bbox_2_unscaled": 0.049219718470741004, "test_loss_bbox_3_unscaled": 0.04857225247179738, "test_loss_bbox_4_unscaled": 0.04894684411037844, "test_loss_ce_unscaled": 0.22078607976436615, "test_loss_ce_0_unscaled": 0.27941925271441, "test_loss_ce_1_unscaled": 0.2580588844161445, "test_loss_ce_2_unscaled": 0.24372203205340207, "test_loss_ce_3_unscaled": 0.23092319066532122, "test_loss_ce_4_unscaled": 0.22220393777274475, "test_loss_giou_unscaled": 0.31594098233186396, "test_loss_giou_0_unscaled": 0.3979049698232462, "test_loss_giou_1_unscaled": 0.3389899120353662, "test_loss_giou_2_unscaled": 0.3220364887017412, "test_loss_giou_3_unscaled": 0.3192681425486129, "test_loss_giou_4_unscaled": 0.3195429304822946, "test_coco_eval_bbox": [0.36052338391515476, 0.5680820036794331, 0.37411312681780673, 0.1642906899029144, 0.4008446211999377, 0.534927900702365, 0.30987749517168933, 0.4990766121203589, 0.533730357225566, 0.2674110312461632, 0.5912049992259258, 0.7809289049563543], "epoch": 19, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 8.51655065244192, "train_loss": 8.725903180557225, "train_loss_bbox": 0.2691188091340382, "train_loss_bbox_0": 0.34873940815311893, "train_loss_bbox_1": 0.2916981370430039, "train_loss_bbox_2": 0.27711854414931497, "train_loss_bbox_3": 0.27316278761816365, "train_loss_bbox_4": 0.2735104377454694, "train_loss_ce": 0.4346435242813107, "train_loss_ce_0": 0.5606902732902977, "train_loss_ce_1": 0.5139430305978111, "train_loss_ce_2": 0.4801295006184879, "train_loss_ce_3": 0.4542604097168065, "train_loss_ce_4": 0.43700916021477787, "train_loss_giou": 0.6491521874614776, "train_loss_giou_0": 0.7914350912001109, "train_loss_giou_1": 0.6913708230002105, "train_loss_giou_2": 0.6644040972627291, "train_loss_giou_3": 0.6576604378347579, "train_loss_giou_4": 0.6578565212091347, "train_cardinality_error_unscaled": 292.52179426484514, "train_cardinality_error_0_unscaled": 292.78734106587314, "train_cardinality_error_1_unscaled": 292.6105437576085, "train_cardinality_error_2_unscaled": 292.5734140403084, "train_cardinality_error_3_unscaled": 292.5211264033545, "train_cardinality_error_4_unscaled": 292.56104592181794, "train_class_error_unscaled": 8.51655065244192, "train_loss_bbox_unscaled": 0.053823761824388944, "train_loss_bbox_0_unscaled": 0.06974788166478782, "train_loss_bbox_1_unscaled": 0.05833962743067135, "train_loss_bbox_2_unscaled": 0.05542370878602419, "train_loss_bbox_3_unscaled": 0.05463255750438397, "train_loss_bbox_4_unscaled": 0.0547020875318607, "train_loss_ce_unscaled": 0.21732176214065535, "train_loss_ce_0_unscaled": 0.2803451366451489, "train_loss_ce_1_unscaled": 0.25697151529890555, "train_loss_ce_2_unscaled": 0.24006475030924396, "train_loss_ce_3_unscaled": 0.22713020485840324, "train_loss_ce_4_unscaled": 0.21850458010738893, "train_loss_giou_unscaled": 0.3245760937307388, "train_loss_giou_0_unscaled": 0.39571754560005545, "train_loss_giou_1_unscaled": 0.34568541150010523, "train_loss_giou_2_unscaled": 0.33220204863136454, "train_loss_giou_3_unscaled": 0.32883021891737896, "train_loss_giou_4_unscaled": 0.32892826060456737, "test_class_error": 9.504696544366903, "test_loss": 8.497751168930492, "test_loss_bbox": 0.2458466481381712, "test_loss_bbox_0": 0.318817613652339, "test_loss_bbox_1": 0.26235574583847304, "test_loss_bbox_2": 0.2511964302283887, "test_loss_bbox_3": 0.24805971265981752, "test_loss_bbox_4": 0.2494976578143458, "test_loss_ce": 0.43774331063508226, "test_loss_ce_0": 0.5571330229695232, "test_loss_ce_1": 0.519098658816883, "test_loss_ce_2": 0.4809676782010843, "test_loss_ce_3": 0.45738269488651534, "test_loss_ce_4": 0.44054724961614455, "test_loss_giou": 0.6340157530559137, "test_loss_giou_0": 0.7879814935949283, "test_loss_giou_1": 0.6728268278102143, "test_loss_giou_2": 0.6478801341102527, "test_loss_giou_3": 0.6430825751048689, "test_loss_giou_4": 0.6433179542279472, "test_cardinality_error_unscaled": 291.6102236421725, "test_cardinality_error_0_unscaled": 292.2494009584665, "test_cardinality_error_1_unscaled": 291.89456869009587, "test_cardinality_error_2_unscaled": 291.61461661341855, "test_cardinality_error_3_unscaled": 291.98482428115017, "test_cardinality_error_4_unscaled": 292.0133785942492, "test_class_error_unscaled": 9.504696544366903, "test_loss_bbox_unscaled": 0.04916932965857914, "test_loss_bbox_0_unscaled": 0.06376352282568289, "test_loss_bbox_1_unscaled": 0.052471149046295365, "test_loss_bbox_2_unscaled": 0.050239286019493595, "test_loss_bbox_3_unscaled": 0.049611942574810296, "test_loss_bbox_4_unscaled": 0.04989953157001029, "test_loss_ce_unscaled": 0.21887165531754113, "test_loss_ce_0_unscaled": 0.2785665114847616, "test_loss_ce_1_unscaled": 0.2595493294084415, "test_loss_ce_2_unscaled": 0.24048383910054216, "test_loss_ce_3_unscaled": 0.22869134744325767, "test_loss_ce_4_unscaled": 0.22027362480807228, "test_loss_giou_unscaled": 0.31700787652795687, "test_loss_giou_0_unscaled": 0.39399074679746415, "test_loss_giou_1_unscaled": 0.33641341390510715, "test_loss_giou_2_unscaled": 0.32394006705512635, "test_loss_giou_3_unscaled": 0.32154128755243444, "test_loss_giou_4_unscaled": 0.3216589771139736, "test_coco_eval_bbox": [0.3652537384307003, 0.5728979350253117, 0.38071864824445767, 0.16241970734673736, 0.40029700991636613, 0.5522257168788027, 0.3158467234333097, 0.5061732300449396, 0.5401178342034662, 0.26979875757711896, 0.5949892899857578, 0.79353244685525], "epoch": 20, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 8.424952983017722, "train_loss": 8.679918363293307, "train_loss_bbox": 0.26741986699481946, "train_loss_bbox_0": 0.34593048860453374, "train_loss_bbox_1": 0.29043304807324216, "train_loss_bbox_2": 0.27546021542021215, "train_loss_bbox_3": 0.2714898075485655, "train_loss_bbox_4": 0.27219590389098075, "train_loss_ce": 0.43119183601956396, "train_loss_ce_0": 0.5561463903924472, "train_loss_ce_1": 0.5094574455292255, "train_loss_ce_2": 0.4779341964603647, "train_loss_ce_3": 0.45205375920624913, "train_loss_ce_4": 0.43354731018949905, "train_loss_giou": 0.6467628050855028, "train_loss_giou_0": 0.7871664327374173, "train_loss_giou_1": 0.6891880272512876, "train_loss_giou_2": 0.6622443646898003, "train_loss_giou_3": 0.655549644714406, "train_loss_giou_4": 0.6557468328164908, "train_cardinality_error_unscaled": 292.3433315298255, "train_cardinality_error_0_unscaled": 292.72495096713106, "train_cardinality_error_1_unscaled": 292.6428209116732, "train_cardinality_error_2_unscaled": 292.47897504396053, "train_cardinality_error_3_unscaled": 292.5078198972001, "train_cardinality_error_4_unscaled": 292.45871094278374, "train_class_error_unscaled": 8.424952983017722, "train_loss_bbox_unscaled": 0.05348397338636654, "train_loss_bbox_0_unscaled": 0.0691860977378376, "train_loss_bbox_1_unscaled": 0.05808660961525311, "train_loss_bbox_2_unscaled": 0.055092043097345236, "train_loss_bbox_3_unscaled": 0.05429796153526054, "train_loss_bbox_4_unscaled": 0.05443918076957956, "train_loss_ce_unscaled": 0.21559591800978198, "train_loss_ce_0_unscaled": 0.2780731951962236, "train_loss_ce_1_unscaled": 0.2547287227646127, "train_loss_ce_2_unscaled": 0.23896709823018236, "train_loss_ce_3_unscaled": 0.22602687960312456, "train_loss_ce_4_unscaled": 0.21677365509474952, "train_loss_giou_unscaled": 0.3233814025427514, "train_loss_giou_0_unscaled": 0.39358321636870863, "train_loss_giou_1_unscaled": 0.3445940136256438, "train_loss_giou_2_unscaled": 0.33112218234490015, "train_loss_giou_3_unscaled": 0.327774822357203, "train_loss_giou_4_unscaled": 0.3278734164082454, "test_class_error": 9.45039846036381, "test_loss": 8.42583425509663, "test_loss_bbox": 0.24011977459675968, "test_loss_bbox_0": 0.31667497677924916, "test_loss_bbox_1": 0.26186151826343596, "test_loss_bbox_2": 0.24682608727639477, "test_loss_bbox_3": 0.24190679873330906, "test_loss_bbox_4": 0.24340112388324434, "test_loss_ce": 0.43984744762079403, "test_loss_ce_0": 0.5592914045618745, "test_loss_ce_1": 0.5123442570431925, "test_loss_ce_2": 0.4833643020341952, "test_loss_ce_3": 0.460552472561693, "test_loss_ce_4": 0.4429316133165512, "test_loss_giou": 0.6261753493223708, "test_loss_giou_0": 0.7801567370327898, "test_loss_giou_1": 0.6675188663287666, "test_loss_giou_2": 0.6371667483172858, "test_loss_giou_3": 0.6321869537281913, "test_loss_giou_4": 0.6335078652103108, "test_cardinality_error_unscaled": 291.9422923322684, "test_cardinality_error_0_unscaled": 292.303714057508, "test_cardinality_error_1_unscaled": 292.2517971246006, "test_cardinality_error_2_unscaled": 291.93710063897765, "test_cardinality_error_3_unscaled": 292.0724840255591, "test_cardinality_error_4_unscaled": 292.04053514376994, "test_class_error_unscaled": 9.45039846036381, "test_loss_bbox_unscaled": 0.04802395495029684, "test_loss_bbox_0_unscaled": 0.06333499530348154, "test_loss_bbox_1_unscaled": 0.05237230359793852, "test_loss_bbox_2_unscaled": 0.04936521752073932, "test_loss_bbox_3_unscaled": 0.04838135965858786, "test_loss_bbox_4_unscaled": 0.04868022474451377, "test_loss_ce_unscaled": 0.21992372381039701, "test_loss_ce_0_unscaled": 0.27964570228093727, "test_loss_ce_1_unscaled": 0.25617212852159627, "test_loss_ce_2_unscaled": 0.2416821510170976, "test_loss_ce_3_unscaled": 0.2302762362808465, "test_loss_ce_4_unscaled": 0.2214658066582756, "test_loss_giou_unscaled": 0.3130876746611854, "test_loss_giou_0_unscaled": 0.3900783685163949, "test_loss_giou_1_unscaled": 0.3337594331643833, "test_loss_giou_2_unscaled": 0.3185833741586429, "test_loss_giou_3_unscaled": 0.31609347686409567, "test_loss_giou_4_unscaled": 0.3167539326051554, "test_coco_eval_bbox": [0.35821369278066884, 0.5698291660562077, 0.3702883735754487, 0.1617349346921298, 0.3930482190903462, 0.5435781860302209, 0.3074288332998486, 0.49832135800157945, 0.5328325986948811, 0.26176743905278255, 0.5859367415100013, 0.7850756838823824], "epoch": 21, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 8.184992623558133, "train_loss": 8.612503417141621, "train_loss_bbox": 0.26578532887959566, "train_loss_bbox_0": 0.34433728557477605, "train_loss_bbox_1": 0.2884452521909836, "train_loss_bbox_2": 0.2737102241521273, "train_loss_bbox_3": 0.2699593527402024, "train_loss_bbox_4": 0.27041119528360175, "train_loss_ce": 0.4257931663777821, "train_loss_ce_0": 0.5526845424936022, "train_loss_ce_1": 0.5027795713881138, "train_loss_ce_2": 0.47035863059114963, "train_loss_ce_3": 0.4447235777504499, "train_loss_ce_4": 0.4276769715628991, "train_loss_giou": 0.64324545987675, "train_loss_giou_0": 0.7835885192969647, "train_loss_giou_1": 0.6857439978921203, "train_loss_giou_2": 0.6587508256793684, "train_loss_giou_3": 0.6521459457541486, "train_loss_giou_4": 0.6523635801702363, "train_cardinality_error_unscaled": 292.6538279453537, "train_cardinality_error_0_unscaled": 292.88461213309887, "train_cardinality_error_1_unscaled": 292.79145813607465, "train_cardinality_error_2_unscaled": 292.72780839983767, "train_cardinality_error_3_unscaled": 292.7753787366428, "train_cardinality_error_4_unscaled": 292.6878043419451, "train_class_error_unscaled": 8.184992623558133, "train_loss_bbox_unscaled": 0.05315706576186049, "train_loss_bbox_0_unscaled": 0.06886745710014071, "train_loss_bbox_1_unscaled": 0.05768905044454579, "train_loss_bbox_2_unscaled": 0.05474204484745709, "train_loss_bbox_3_unscaled": 0.053991870567390014, "train_loss_bbox_4_unscaled": 0.05408223904744869, "train_loss_ce_unscaled": 0.21289658318889104, "train_loss_ce_0_unscaled": 0.2763422712468011, "train_loss_ce_1_unscaled": 0.2513897856940569, "train_loss_ce_2_unscaled": 0.23517931529557481, "train_loss_ce_3_unscaled": 0.22236178887522495, "train_loss_ce_4_unscaled": 0.21383848578144954, "train_loss_giou_unscaled": 0.321622729938375, "train_loss_giou_0_unscaled": 0.39179425964848236, "train_loss_giou_1_unscaled": 0.34287199894606013, "train_loss_giou_2_unscaled": 0.3293754128396842, "train_loss_giou_3_unscaled": 0.3260729728770743, "train_loss_giou_4_unscaled": 0.32618179008511816, "test_class_error": 9.2522440139478, "test_loss": 8.38835779775065, "test_loss_bbox": 0.2416902238758989, "test_loss_bbox_0": 0.31312637940382426, "test_loss_bbox_1": 0.26013943462516553, "test_loss_bbox_2": 0.24719694889962865, "test_loss_bbox_3": 0.2452756812968574, "test_loss_bbox_4": 0.24567260847876246, "test_loss_ce": 0.4387116024669367, "test_loss_ce_0": 0.5495882152368466, "test_loss_ce_1": 0.5043862371589429, "test_loss_ce_2": 0.47599587006309924, "test_loss_ce_3": 0.4543466349950614, "test_loss_ce_4": 0.4410346572201092, "test_loss_giou": 0.6220773106185011, "test_loss_giou_0": 0.7831225598010773, "test_loss_giou_1": 0.6669745572839683, "test_loss_giou_2": 0.6371245983119209, "test_loss_giou_3": 0.6317995780001814, "test_loss_giou_4": 0.6300946861600724, "test_cardinality_error_unscaled": 292.07048722044726, "test_cardinality_error_0_unscaled": 292.22783546325877, "test_cardinality_error_1_unscaled": 292.1204073482428, "test_cardinality_error_2_unscaled": 292.1172124600639, "test_cardinality_error_3_unscaled": 292.1908945686901, "test_cardinality_error_4_unscaled": 292.1255990415335, "test_class_error_unscaled": 9.2522440139478, "test_loss_bbox_unscaled": 0.04833804497037071, "test_loss_bbox_0_unscaled": 0.0626252757284207, "test_loss_bbox_1_unscaled": 0.05202788700715612, "test_loss_bbox_2_unscaled": 0.04943938975850233, "test_loss_bbox_3_unscaled": 0.04905513621652469, "test_loss_bbox_4_unscaled": 0.049134521771924566, "test_loss_ce_unscaled": 0.21935580123346834, "test_loss_ce_0_unscaled": 0.2747941076184233, "test_loss_ce_1_unscaled": 0.25219311857947146, "test_loss_ce_2_unscaled": 0.23799793503154962, "test_loss_ce_3_unscaled": 0.2271733174975307, "test_loss_ce_4_unscaled": 0.2205173286100546, "test_loss_giou_unscaled": 0.31103865530925057, "test_loss_giou_0_unscaled": 0.39156127990053863, "test_loss_giou_1_unscaled": 0.33348727864198413, "test_loss_giou_2_unscaled": 0.31856229915596046, "test_loss_giou_3_unscaled": 0.3158997890000907, "test_loss_giou_4_unscaled": 0.3150473430800362, "test_coco_eval_bbox": [0.36835973648997616, 0.5770425120206403, 0.382976120954553, 0.17079347006621465, 0.4017854731423316, 0.5612486904457475, 0.31453804337580776, 0.5054880421700552, 0.5419187605856778, 0.2801744473346132, 0.5948720146308392, 0.7980624670226019], "epoch": 22, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 8.05361417174162, "train_loss": 8.55350045314197, "train_loss_bbox": 0.26326092447590216, "train_loss_bbox_0": 0.3412535817003469, "train_loss_bbox_1": 0.28582008207592513, "train_loss_bbox_2": 0.2713822474055437, "train_loss_bbox_3": 0.26756169720244605, "train_loss_bbox_4": 0.2679685330186954, "train_loss_ce": 0.423108892613813, "train_loss_ce_0": 0.5496879988911186, "train_loss_ce_1": 0.5007868339740326, "train_loss_ce_2": 0.4672196278081249, "train_loss_ce_3": 0.4415435173704839, "train_loss_ce_4": 0.42490308336035804, "train_loss_giou": 0.6387692389594803, "train_loss_giou_0": 0.7794237217302656, "train_loss_giou_1": 0.681035673748926, "train_loss_giou_2": 0.6544031596314386, "train_loss_giou_3": 0.6476658637390139, "train_loss_giou_4": 0.6477057701169469, "train_cardinality_error_unscaled": 292.54737589611796, "train_cardinality_error_0_unscaled": 292.7573633842824, "train_cardinality_error_1_unscaled": 292.61450020289465, "train_cardinality_error_2_unscaled": 292.4917912214257, "train_cardinality_error_3_unscaled": 292.67068510753415, "train_cardinality_error_4_unscaled": 292.58929054511026, "train_class_error_unscaled": 8.05361417174162, "train_loss_bbox_unscaled": 0.05265218488258308, "train_loss_bbox_0_unscaled": 0.06825071632313855, "train_loss_bbox_1_unscaled": 0.05716401641115387, "train_loss_bbox_2_unscaled": 0.05427644946851137, "train_loss_bbox_3_unscaled": 0.05351233942416304, "train_loss_bbox_4_unscaled": 0.053593706602630506, "train_loss_ce_unscaled": 0.2115544463069065, "train_loss_ce_0_unscaled": 0.2748439994455593, "train_loss_ce_1_unscaled": 0.2503934169870163, "train_loss_ce_2_unscaled": 0.23360981390406246, "train_loss_ce_3_unscaled": 0.22077175868524196, "train_loss_ce_4_unscaled": 0.21245154168017902, "train_loss_giou_unscaled": 0.3193846194797402, "train_loss_giou_0_unscaled": 0.3897118608651328, "train_loss_giou_1_unscaled": 0.340517836874463, "train_loss_giou_2_unscaled": 0.3272015798157193, "train_loss_giou_3_unscaled": 0.32383293186950696, "train_loss_giou_4_unscaled": 0.3238528850584734, "test_class_error": 9.342617933742535, "test_loss": 8.427396492455333, "test_loss_bbox": 0.2463995472501261, "test_loss_bbox_0": 0.31697847482304986, "test_loss_bbox_1": 0.2611865702147682, "test_loss_bbox_2": 0.24957161118237736, "test_loss_bbox_3": 0.2476731703018609, "test_loss_bbox_4": 0.24971287342877432, "test_loss_ce": 0.4392499717089315, "test_loss_ce_0": 0.5548972038986584, "test_loss_ce_1": 0.5186856886068472, "test_loss_ce_2": 0.4799651889184032, "test_loss_ce_3": 0.45801654172400696, "test_loss_ce_4": 0.440573841047744, "test_loss_giou": 0.6226083440140794, "test_loss_giou_0": 0.784255607630879, "test_loss_giou_1": 0.6645598758142978, "test_loss_giou_2": 0.6351830147135372, "test_loss_giou_3": 0.6276688848059779, "test_loss_giou_4": 0.6302101081743027, "test_cardinality_error_unscaled": 292.1148162939297, "test_cardinality_error_0_unscaled": 292.21904952076676, "test_cardinality_error_1_unscaled": 292.07627795527156, "test_cardinality_error_2_unscaled": 291.9652555910543, "test_cardinality_error_3_unscaled": 292.1204073482428, "test_cardinality_error_4_unscaled": 291.9333067092652, "test_class_error_unscaled": 9.342617933742535, "test_loss_bbox_unscaled": 0.04927990941431957, "test_loss_bbox_0_unscaled": 0.06339569504078203, "test_loss_bbox_1_unscaled": 0.05223731408580043, "test_loss_bbox_2_unscaled": 0.04991432228170264, "test_loss_bbox_3_unscaled": 0.049534634207955563, "test_loss_bbox_4_unscaled": 0.04994257470479788, "test_loss_ce_unscaled": 0.21962498585446574, "test_loss_ce_0_unscaled": 0.2774486019493292, "test_loss_ce_1_unscaled": 0.2593428443034236, "test_loss_ce_2_unscaled": 0.2399825944592016, "test_loss_ce_3_unscaled": 0.22900827086200348, "test_loss_ce_4_unscaled": 0.220286920523872, "test_loss_giou_unscaled": 0.3113041720070397, "test_loss_giou_0_unscaled": 0.3921278038154395, "test_loss_giou_1_unscaled": 0.3322799379071489, "test_loss_giou_2_unscaled": 0.3175915073567686, "test_loss_giou_3_unscaled": 0.31383444240298897, "test_loss_giou_4_unscaled": 0.31510505408715134, "test_coco_eval_bbox": [0.3676492532238258, 0.5750822735619512, 0.3834263722527966, 0.17332727056006367, 0.4038898955304679, 0.552260486921713, 0.31328372481624117, 0.503686871227449, 0.5392124849997569, 0.2750610132338712, 0.594450126617468, 0.7888136716154935], "epoch": 23, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 7.945773959046979, "train_loss": 8.519853024074452, "train_loss_bbox": 0.26233528638489106, "train_loss_bbox_0": 0.3396927835443709, "train_loss_bbox_1": 0.28539402035742606, "train_loss_bbox_2": 0.2705100676183141, "train_loss_bbox_3": 0.2665807157190537, "train_loss_bbox_4": 0.2670452317151652, "train_loss_ce": 0.41907984194084125, "train_loss_ce_0": 0.546343907985993, "train_loss_ce_1": 0.49701074019314295, "train_loss_ce_2": 0.4639558105084662, "train_loss_ce_3": 0.4381702281952904, "train_loss_ce_4": 0.42102099464087367, "train_loss_giou": 0.6375661301069454, "train_loss_giou_0": 0.7782312369864219, "train_loss_giou_1": 0.680665807969577, "train_loss_giou_2": 0.6530957909941625, "train_loss_giou_3": 0.6465949219299172, "train_loss_giou_4": 0.6465594986045247, "train_cardinality_error_unscaled": 292.61788178006225, "train_cardinality_error_0_unscaled": 292.7580058839443, "train_cardinality_error_1_unscaled": 292.7029707155417, "train_cardinality_error_2_unscaled": 292.6549269579332, "train_cardinality_error_3_unscaled": 292.64239821452725, "train_cardinality_error_4_unscaled": 292.6263357229812, "train_class_error_unscaled": 7.945773959046979, "train_loss_bbox_unscaled": 0.05246705729723476, "train_loss_bbox_0_unscaled": 0.06793855669788929, "train_loss_bbox_1_unscaled": 0.057078804079547525, "train_loss_bbox_2_unscaled": 0.05410201354744662, "train_loss_bbox_3_unscaled": 0.05331614315933067, "train_loss_bbox_4_unscaled": 0.053409046325799854, "train_loss_ce_unscaled": 0.20953992097042062, "train_loss_ce_0_unscaled": 0.2731719539929965, "train_loss_ce_1_unscaled": 0.24850537009657148, "train_loss_ce_2_unscaled": 0.2319779052542331, "train_loss_ce_3_unscaled": 0.2190851140976452, "train_loss_ce_4_unscaled": 0.21051049732043683, "train_loss_giou_unscaled": 0.3187830650534727, "train_loss_giou_0_unscaled": 0.38911561849321097, "train_loss_giou_1_unscaled": 0.3403329039847885, "train_loss_giou_2_unscaled": 0.32654789549708124, "train_loss_giou_3_unscaled": 0.3232974609649586, "train_loss_giou_4_unscaled": 0.32327974930226233, "test_class_error": 9.19658004894805, "test_loss": 8.304625978865943, "test_loss_bbox": 0.23755042074016108, "test_loss_bbox_0": 0.31220530416257086, "test_loss_bbox_1": 0.259007653013205, "test_loss_bbox_2": 0.24639591707970007, "test_loss_bbox_3": 0.2430508389545325, "test_loss_bbox_4": 0.24295631436684642, "test_loss_ce": 0.43468794902673547, "test_loss_ce_0": 0.542420326996916, "test_loss_ce_1": 0.49999515336161604, "test_loss_ce_2": 0.4687417206672815, "test_loss_ce_3": 0.44818536161233824, "test_loss_ce_4": 0.4361783448880473, "test_loss_giou": 0.6156222470842612, "test_loss_giou_0": 0.7731284533445828, "test_loss_giou_1": 0.6617238718671159, "test_loss_giou_2": 0.6332020201622107, "test_loss_giou_3": 0.6251547132818082, "test_loss_giou_4": 0.6244193612577055, "test_cardinality_error_unscaled": 290.74281150159743, "test_cardinality_error_0_unscaled": 291.9674520766773, "test_cardinality_error_1_unscaled": 291.31689297124603, "test_cardinality_error_2_unscaled": 291.46605431309905, "test_cardinality_error_3_unscaled": 291.39696485623006, "test_cardinality_error_4_unscaled": 291.20487220447285, "test_class_error_unscaled": 9.19658004894805, "test_loss_bbox_unscaled": 0.04751008418730844, "test_loss_bbox_0_unscaled": 0.06244106078966738, "test_loss_bbox_1_unscaled": 0.05180153066215043, "test_loss_bbox_2_unscaled": 0.04927918350639435, "test_loss_bbox_3_unscaled": 0.0486101677385382, "test_loss_bbox_4_unscaled": 0.04859126282457155, "test_loss_ce_unscaled": 0.21734397451336773, "test_loss_ce_0_unscaled": 0.271210163498458, "test_loss_ce_1_unscaled": 0.24999757668080802, "test_loss_ce_2_unscaled": 0.23437086033364074, "test_loss_ce_3_unscaled": 0.22409268080616912, "test_loss_ce_4_unscaled": 0.21808917244402365, "test_loss_giou_unscaled": 0.3078111235421306, "test_loss_giou_0_unscaled": 0.3865642266722914, "test_loss_giou_1_unscaled": 0.33086193593355795, "test_loss_giou_2_unscaled": 0.31660101008110536, "test_loss_giou_3_unscaled": 0.3125773566409041, "test_loss_giou_4_unscaled": 0.31220968062885274, "test_coco_eval_bbox": [0.36817875273403683, 0.5759103800944821, 0.38682739362980784, 0.1721330070027529, 0.4038253041342223, 0.5549577489500648, 0.31532222491925715, 0.5097740935794408, 0.5472932934249043, 0.2778160984946906, 0.6057160653039692, 0.7967418848796022], "epoch": 24, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 7.775730028182135, "train_loss": 8.455289639076037, "train_loss_bbox": 0.2602073999657677, "train_loss_bbox_0": 0.3378489084867313, "train_loss_bbox_1": 0.28342482048943063, "train_loss_bbox_2": 0.26869206419135244, "train_loss_bbox_3": 0.2645551198054179, "train_loss_bbox_4": 0.26480954220342356, "train_loss_ce": 0.4149885934401023, "train_loss_ce_0": 0.5400419094098786, "train_loss_ce_1": 0.4896265399499561, "train_loss_ce_2": 0.45765585053536273, "train_loss_ce_3": 0.4329714887191845, "train_loss_ce_4": 0.41672417042978754, "train_loss_giou": 0.6344307073757676, "train_loss_giou_0": 0.7744820385740008, "train_loss_giou_1": 0.6772909600236783, "train_loss_giou_2": 0.6506241232289781, "train_loss_giou_3": 0.6434474960080377, "train_loss_giou_4": 0.643467906172666, "train_cardinality_error_unscaled": 292.560411876099, "train_cardinality_error_0_unscaled": 292.88624374408226, "train_cardinality_error_1_unscaled": 292.69023907750574, "train_cardinality_error_2_unscaled": 292.6879057892601, "train_cardinality_error_3_unscaled": 292.6819373055593, "train_cardinality_error_4_unscaled": 292.65322771540644, "train_class_error_unscaled": 7.775730028182135, "train_loss_bbox_unscaled": 0.052041479977583203, "train_loss_bbox_0_unscaled": 0.067569781683338, "train_loss_bbox_1_unscaled": 0.05668496410957648, "train_loss_bbox_2_unscaled": 0.0537384128434606, "train_loss_bbox_3_unscaled": 0.05291102394934285, "train_loss_bbox_4_unscaled": 0.052961908424459324, "train_loss_ce_unscaled": 0.20749429672005115, "train_loss_ce_0_unscaled": 0.2700209547049393, "train_loss_ce_1_unscaled": 0.24481326997497804, "train_loss_ce_2_unscaled": 0.22882792526768136, "train_loss_ce_3_unscaled": 0.21648574435959225, "train_loss_ce_4_unscaled": 0.20836208521489377, "train_loss_giou_unscaled": 0.3172153536878838, "train_loss_giou_0_unscaled": 0.3872410192870004, "train_loss_giou_1_unscaled": 0.33864548001183914, "train_loss_giou_2_unscaled": 0.32531206161448906, "train_loss_giou_3_unscaled": 0.3217237480040189, "train_loss_giou_4_unscaled": 0.321733953086333, "test_class_error": 8.825859590841178, "test_loss": 8.262570440578765, "test_loss_bbox": 0.2365405345305848, "test_loss_bbox_0": 0.3129734836352138, "test_loss_bbox_1": 0.25610658864434155, "test_loss_bbox_2": 0.24373668475082508, "test_loss_bbox_3": 0.2404531909825322, "test_loss_bbox_4": 0.24042480498457108, "test_loss_ce": 0.4267665534354627, "test_loss_ce_0": 0.5429074729022126, "test_loss_ce_1": 0.499161191546498, "test_loss_ce_2": 0.47223350300956457, "test_loss_ce_3": 0.445391036070193, "test_loss_ce_4": 0.4296628684281541, "test_loss_giou": 0.6138545969804636, "test_loss_giou_0": 0.770948703201434, "test_loss_giou_1": 0.656934487172209, "test_loss_giou_2": 0.630332400814032, "test_loss_giou_3": 0.6226929126265711, "test_loss_giou_4": 0.6214494458593118, "test_cardinality_error_unscaled": 292.1711261980831, "test_cardinality_error_0_unscaled": 292.46126198083067, "test_cardinality_error_1_unscaled": 292.32767571884983, "test_cardinality_error_2_unscaled": 292.3620207667732, "test_cardinality_error_3_unscaled": 292.33326677316296, "test_cardinality_error_4_unscaled": 292.24141373801916, "test_class_error_unscaled": 8.825859590841178, "test_loss_bbox_unscaled": 0.04730810688588376, "test_loss_bbox_0_unscaled": 0.06259469681987748, "test_loss_bbox_1_unscaled": 0.051221317781236606, "test_loss_bbox_2_unscaled": 0.048747337057281986, "test_loss_bbox_3_unscaled": 0.048090638313144925, "test_loss_bbox_4_unscaled": 0.048084961054043265, "test_loss_ce_unscaled": 0.21338327671773136, "test_loss_ce_0_unscaled": 0.2714537364511063, "test_loss_ce_1_unscaled": 0.249580595773249, "test_loss_ce_2_unscaled": 0.23611675150478229, "test_loss_ce_3_unscaled": 0.2226955180350965, "test_loss_ce_4_unscaled": 0.21483143421407705, "test_loss_giou_unscaled": 0.3069272984902318, "test_loss_giou_0_unscaled": 0.385474351600717, "test_loss_giou_1_unscaled": 0.3284672435861045, "test_loss_giou_2_unscaled": 0.315166200407016, "test_loss_giou_3_unscaled": 0.31134645631328556, "test_loss_giou_4_unscaled": 0.3107247229296559, "test_coco_eval_bbox": [0.3754028261611324, 0.5838780136763664, 0.3931650304592068, 0.17815171825074264, 0.4143044266871374, 0.5605257681101914, 0.320152158600907, 0.5112608412790213, 0.5464352086887366, 0.27325461874378487, 0.6060532709212487, 0.7976342176620055], "epoch": 25, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 7.633799077047799, "train_loss": 8.41060692677394, "train_loss_bbox": 0.2585216339682107, "train_loss_bbox_0": 0.3358985021575352, "train_loss_bbox_1": 0.28175521092624156, "train_loss_bbox_2": 0.26751806406485895, "train_loss_bbox_3": 0.2630481626206058, "train_loss_bbox_4": 0.2630503517952853, "train_loss_ce": 0.41137590556107306, "train_loss_ce_0": 0.5366129786255845, "train_loss_ce_1": 0.4852390263628189, "train_loss_ce_2": 0.45237373989481056, "train_loss_ce_3": 0.42873326883608864, "train_loss_ce_4": 0.4133583865177965, "train_loss_giou": 0.6329424415883718, "train_loss_giou_0": 0.7715658071712537, "train_loss_giou_1": 0.6754779021576779, "train_loss_giou_2": 0.6491874998555557, "train_loss_giou_3": 0.6421609630156447, "train_loss_giou_4": 0.641787087153021, "train_cardinality_error_unscaled": 292.3026511564994, "train_cardinality_error_0_unscaled": 292.81337075612066, "train_cardinality_error_1_unscaled": 292.49737927769513, "train_cardinality_error_2_unscaled": 292.6102055998918, "train_cardinality_error_3_unscaled": 292.5343061003652, "train_cardinality_error_4_unscaled": 292.35211517651834, "train_class_error_unscaled": 7.633799077047799, "train_loss_bbox_unscaled": 0.051704326799235374, "train_loss_bbox_0_unscaled": 0.06717970039270718, "train_loss_bbox_1_unscaled": 0.05635104218696155, "train_loss_bbox_2_unscaled": 0.05350361281675099, "train_loss_bbox_3_unscaled": 0.052609632547804194, "train_loss_bbox_4_unscaled": 0.05261007036187886, "train_loss_ce_unscaled": 0.20568795278053653, "train_loss_ce_0_unscaled": 0.2683064893127923, "train_loss_ce_1_unscaled": 0.24261951318140945, "train_loss_ce_2_unscaled": 0.22618686994740528, "train_loss_ce_3_unscaled": 0.21436663441804432, "train_loss_ce_4_unscaled": 0.20667919325889825, "train_loss_giou_unscaled": 0.3164712207941859, "train_loss_giou_0_unscaled": 0.38578290358562684, "train_loss_giou_1_unscaled": 0.33773895107883894, "train_loss_giou_2_unscaled": 0.32459374992777784, "train_loss_giou_3_unscaled": 0.32108048150782237, "train_loss_giou_4_unscaled": 0.3208935435765105, "test_class_error": 9.249649355586726, "test_loss": 8.327872357048546, "test_loss_bbox": 0.23924740511007583, "test_loss_bbox_0": 0.3116756047303684, "test_loss_bbox_1": 0.25639652710753125, "test_loss_bbox_2": 0.24622246208853615, "test_loss_bbox_3": 0.24096131115294875, "test_loss_bbox_4": 0.24213676611645915, "test_loss_ce": 0.43056878314231534, "test_loss_ce_0": 0.5427522148948889, "test_loss_ce_1": 0.5020208359716799, "test_loss_ce_2": 0.4689946633558304, "test_loss_ce_3": 0.44969130847781613, "test_loss_ce_4": 0.4338223194352354, "test_loss_giou": 0.6221185174232093, "test_loss_giou_0": 0.7827753591270873, "test_loss_giou_1": 0.663255951275079, "test_loss_giou_2": 0.6357865278332379, "test_loss_giou_3": 0.6297616535863175, "test_loss_giou_4": 0.6296841698332717, "test_cardinality_error_unscaled": 292.1461661341853, "test_cardinality_error_0_unscaled": 292.3224840255591, "test_cardinality_error_1_unscaled": 292.2398162939297, "test_cardinality_error_2_unscaled": 292.3560303514377, "test_cardinality_error_3_unscaled": 292.31409744408944, "test_cardinality_error_4_unscaled": 292.27735623003196, "test_class_error_unscaled": 9.249649355586726, "test_loss_bbox_unscaled": 0.047849481116040066, "test_loss_bbox_0_unscaled": 0.06233512097225783, "test_loss_bbox_1_unscaled": 0.051279305316769656, "test_loss_bbox_2_unscaled": 0.049244492365338934, "test_loss_bbox_3_unscaled": 0.0481922623400871, "test_loss_bbox_4_unscaled": 0.048427353312555974, "test_loss_ce_unscaled": 0.21528439157115767, "test_loss_ce_0_unscaled": 0.27137610744744445, "test_loss_ce_1_unscaled": 0.25101041798583995, "test_loss_ce_2_unscaled": 0.2344973316779152, "test_loss_ce_3_unscaled": 0.22484565423890807, "test_loss_ce_4_unscaled": 0.2169111597176177, "test_loss_giou_unscaled": 0.31105925871160467, "test_loss_giou_0_unscaled": 0.39138767956354364, "test_loss_giou_1_unscaled": 0.3316279756375395, "test_loss_giou_2_unscaled": 0.31789326391661893, "test_loss_giou_3_unscaled": 0.31488082679315876, "test_loss_giou_4_unscaled": 0.31484208491663584, "test_coco_eval_bbox": [0.3761432002486172, 0.5874975112250862, 0.38982268260762976, 0.1786352947646772, 0.4127138888412153, 0.565755265664111, 0.3198404722131452, 0.5137684151951661, 0.5476812725901165, 0.2837289457159794, 0.6080349255738577, 0.8057919665688064], "epoch": 26, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 7.582801895342837, "train_loss": 8.37021529908337, "train_loss_bbox": 0.25698118794436836, "train_loss_bbox_0": 0.3343504847656095, "train_loss_bbox_1": 0.2805517381753777, "train_loss_bbox_2": 0.2659206356418386, "train_loss_bbox_3": 0.261402947354765, "train_loss_bbox_4": 0.2615729659295898, "train_loss_ce": 0.4097996117595276, "train_loss_ce_0": 0.5337099667558421, "train_loss_ce_1": 0.48248093939353176, "train_loss_ce_2": 0.4508395769124294, "train_loss_ce_3": 0.4272057274012577, "train_loss_ce_4": 0.41150876250227364, "train_loss_giou": 0.6291578606942115, "train_loss_giou_0": 0.7695348230416698, "train_loss_giou_1": 0.6729823227593368, "train_loss_giou_2": 0.645740905065877, "train_loss_giou_3": 0.6383856081412737, "train_loss_giou_4": 0.6380892305755976, "train_cardinality_error_unscaled": 292.5322940619505, "train_cardinality_error_0_unscaled": 292.79226126065197, "train_cardinality_error_1_unscaled": 292.6599063303125, "train_cardinality_error_2_unscaled": 292.6325578249696, "train_cardinality_error_3_unscaled": 292.56933923982143, "train_cardinality_error_4_unscaled": 292.63559279047746, "train_class_error_unscaled": 7.582801895342837, "train_loss_bbox_unscaled": 0.051396237610188404, "train_loss_bbox_0_unscaled": 0.0668700969212758, "train_loss_bbox_1_unscaled": 0.05611034759405855, "train_loss_bbox_2_unscaled": 0.05318412712040619, "train_loss_bbox_3_unscaled": 0.05228058941764098, "train_loss_bbox_4_unscaled": 0.05231459318722809, "train_loss_ce_unscaled": 0.2048998058797638, "train_loss_ce_0_unscaled": 0.2668549833779211, "train_loss_ce_1_unscaled": 0.24124046969676588, "train_loss_ce_2_unscaled": 0.2254197884562147, "train_loss_ce_3_unscaled": 0.21360286370062884, "train_loss_ce_4_unscaled": 0.20575438125113682, "train_loss_giou_unscaled": 0.31457893034710577, "train_loss_giou_0_unscaled": 0.3847674115208349, "train_loss_giou_1_unscaled": 0.3364911613796684, "train_loss_giou_2_unscaled": 0.3228704525329385, "train_loss_giou_3_unscaled": 0.3191928040706368, "train_loss_giou_4_unscaled": 0.3190446152877988, "test_class_error": 9.013147859908521, "test_loss": 8.280834496592561, "test_loss_bbox": 0.23664936256675292, "test_loss_bbox_0": 0.31208156791929237, "test_loss_bbox_1": 0.25961973201543, "test_loss_bbox_2": 0.24641697284893488, "test_loss_bbox_3": 0.24152406183675454, "test_loss_bbox_4": 0.24116747624005752, "test_loss_ce": 0.4318879719930716, "test_loss_ce_0": 0.5399172643122201, "test_loss_ce_1": 0.48999107626680366, "test_loss_ce_2": 0.464460033768663, "test_loss_ce_3": 0.4459747576865906, "test_loss_ce_4": 0.4314448216471809, "test_loss_giou": 0.6133359205989412, "test_loss_giou_0": 0.7802792952273981, "test_loss_giou_1": 0.6655764432189564, "test_loss_giou_2": 0.6329419638592595, "test_loss_giou_3": 0.6240855179274806, "test_loss_giou_4": 0.6234802232382778, "test_cardinality_error_unscaled": 291.7581869009585, "test_cardinality_error_0_unscaled": 291.8506389776358, "test_cardinality_error_1_unscaled": 291.5169728434505, "test_cardinality_error_2_unscaled": 291.6597444089457, "test_cardinality_error_3_unscaled": 291.573482428115, "test_cardinality_error_4_unscaled": 291.54972044728436, "test_class_error_unscaled": 9.013147859908521, "test_loss_bbox_unscaled": 0.047329872513350586, "test_loss_bbox_0_unscaled": 0.06241631375762601, "test_loss_bbox_1_unscaled": 0.051923946403085994, "test_loss_bbox_2_unscaled": 0.04928339463762772, "test_loss_bbox_3_unscaled": 0.048304812244761484, "test_loss_bbox_4_unscaled": 0.048233495233729246, "test_loss_ce_unscaled": 0.2159439859965358, "test_loss_ce_0_unscaled": 0.26995863215611005, "test_loss_ce_1_unscaled": 0.24499553813340183, "test_loss_ce_2_unscaled": 0.2322300168843315, "test_loss_ce_3_unscaled": 0.2229873788432953, "test_loss_ce_4_unscaled": 0.21572241082359045, "test_loss_giou_unscaled": 0.3066679602994706, "test_loss_giou_0_unscaled": 0.39013964761369907, "test_loss_giou_1_unscaled": 0.3327882216094782, "test_loss_giou_2_unscaled": 0.31647098192962975, "test_loss_giou_3_unscaled": 0.3120427589637403, "test_loss_giou_4_unscaled": 0.3117401116191389, "test_coco_eval_bbox": [0.37690411075828356, 0.5855423237082705, 0.39211977807399045, 0.17532949731491557, 0.4179670447725949, 0.5590468760847233, 0.3202087604980254, 0.5143573509926517, 0.5493648168091642, 0.277798941266827, 0.606842216880042, 0.7969924608852554], "epoch": 27, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 7.521910092609105, "train_loss": 8.327978475352158, "train_loss_bbox": 0.2555918446009462, "train_loss_bbox_0": 0.33194568351537984, "train_loss_bbox_1": 0.2792200578552258, "train_loss_bbox_2": 0.26453016463545714, "train_loss_bbox_3": 0.26017887233462333, "train_loss_bbox_4": 0.2602559073592464, "train_loss_ce": 0.4074431490881201, "train_loss_ce_0": 0.5317409738190809, "train_loss_ce_1": 0.4792346507008531, "train_loss_ce_2": 0.44884316654049233, "train_loss_ce_3": 0.4252793736222728, "train_loss_ce_4": 0.4092429612891593, "train_loss_giou": 0.6264414401269163, "train_loss_giou_0": 0.7650569468256941, "train_loss_giou_1": 0.6698461787982511, "train_loss_giou_2": 0.6424670042494033, "train_loss_giou_3": 0.6353517714411677, "train_loss_giou_4": 0.6353083274554097, "train_cardinality_error_unscaled": 292.59677228459356, "train_cardinality_error_0_unscaled": 292.6957933180035, "train_cardinality_error_1_unscaled": 292.7082121601515, "train_cardinality_error_2_unscaled": 292.5295127147302, "train_cardinality_error_3_unscaled": 292.57983903692684, "train_cardinality_error_4_unscaled": 292.53476261328285, "train_class_error_unscaled": 7.521910092609105, "train_loss_bbox_unscaled": 0.05111836891051447, "train_loss_bbox_0_unscaled": 0.06638913670216896, "train_loss_bbox_1_unscaled": 0.05584401154383487, "train_loss_bbox_2_unscaled": 0.052906032924269625, "train_loss_bbox_3_unscaled": 0.052035774439764766, "train_loss_bbox_4_unscaled": 0.052051181451340786, "train_loss_ce_unscaled": 0.20372157454406006, "train_loss_ce_0_unscaled": 0.26587048690954046, "train_loss_ce_1_unscaled": 0.23961732535042654, "train_loss_ce_2_unscaled": 0.22442158327024617, "train_loss_ce_3_unscaled": 0.2126396868111364, "train_loss_ce_4_unscaled": 0.20462148064457966, "train_loss_giou_unscaled": 0.31322072006345814, "train_loss_giou_0_unscaled": 0.38252847341284707, "train_loss_giou_1_unscaled": 0.3349230893991256, "train_loss_giou_2_unscaled": 0.32123350212470164, "train_loss_giou_3_unscaled": 0.31767588572058386, "train_loss_giou_4_unscaled": 0.31765416372770483, "test_class_error": 9.11727186513785, "test_loss": 8.264977339357614, "test_loss_bbox": 0.2380315103469946, "test_loss_bbox_0": 0.309618619398568, "test_loss_bbox_1": 0.2598921150064316, "test_loss_bbox_2": 0.24530753598045618, "test_loss_bbox_3": 0.24128087074421464, "test_loss_bbox_4": 0.24127803604823714, "test_loss_ce": 0.4296338713397614, "test_loss_ce_0": 0.5413433940837178, "test_loss_ce_1": 0.497071064413546, "test_loss_ce_2": 0.47119702974828287, "test_loss_ce_3": 0.44840007315809355, "test_loss_ce_4": 0.4312774637065376, "test_loss_giou": 0.6167165600834563, "test_loss_giou_0": 0.7619726257964065, "test_loss_giou_1": 0.6574694879900533, "test_loss_giou_2": 0.6295195388527343, "test_loss_giou_3": 0.6224850590427082, "test_loss_giou_4": 0.6224824630985626, "test_cardinality_error_unscaled": 292.19668530351436, "test_cardinality_error_0_unscaled": 292.1886980830671, "test_cardinality_error_1_unscaled": 292.0371405750799, "test_cardinality_error_2_unscaled": 291.88997603833866, "test_cardinality_error_3_unscaled": 292.10523162939296, "test_cardinality_error_4_unscaled": 292.21026357827475, "test_class_error_unscaled": 9.11727186513785, "test_loss_bbox_unscaled": 0.047606302252687964, "test_loss_bbox_0_unscaled": 0.061923724096327924, "test_loss_bbox_1_unscaled": 0.05197842303699198, "test_loss_bbox_2_unscaled": 0.04906150726036142, "test_loss_bbox_3_unscaled": 0.048256174075051235, "test_loss_bbox_4_unscaled": 0.0482556071287146, "test_loss_ce_unscaled": 0.2148169356698807, "test_loss_ce_0_unscaled": 0.2706716970418589, "test_loss_ce_1_unscaled": 0.248535532206773, "test_loss_ce_2_unscaled": 0.23559851487414143, "test_loss_ce_3_unscaled": 0.22420003657904677, "test_loss_ce_4_unscaled": 0.2156387318532688, "test_loss_giou_unscaled": 0.30835828004172816, "test_loss_giou_0_unscaled": 0.3809863128982032, "test_loss_giou_1_unscaled": 0.32873474399502667, "test_loss_giou_2_unscaled": 0.31475976942636713, "test_loss_giou_3_unscaled": 0.3112425295213541, "test_loss_giou_4_unscaled": 0.3112412315492813, "test_coco_eval_bbox": [0.3744929948637923, 0.5828690632562558, 0.3915640448298824, 0.18281912501042805, 0.41760354374886355, 0.5687686905552597, 0.3173992121143514, 0.5120039801049601, 0.5480078164533486, 0.28415963263399574, 0.6067047786596445, 0.8032041531821322], "epoch": 28, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 7.37140967354761, "train_loss": 8.30416664766972, "train_loss_bbox": 0.2546883230842725, "train_loss_bbox_0": 0.3305330243675663, "train_loss_bbox_1": 0.2783445056427578, "train_loss_bbox_2": 0.263168505448523, "train_loss_bbox_3": 0.25895391712810484, "train_loss_bbox_4": 0.2593992619287592, "train_loss_ce": 0.4052765837694301, "train_loss_ce_0": 0.5292757689856102, "train_loss_ce_1": 0.4785164514591548, "train_loss_ce_2": 0.4491116745226376, "train_loss_ce_3": 0.4255447078183299, "train_loss_ce_4": 0.40766999693671824, "train_loss_giou": 0.6248054066651506, "train_loss_giou_0": 0.7625110892164002, "train_loss_giou_1": 0.6681060665687043, "train_loss_giou_2": 0.6408365776352448, "train_loss_giou_3": 0.633578752428918, "train_loss_giou_4": 0.6338460360870751, "train_cardinality_error_unscaled": 292.6625946841607, "train_cardinality_error_0_unscaled": 292.88910963073175, "train_cardinality_error_1_unscaled": 292.69705295549846, "train_cardinality_error_2_unscaled": 292.67438793453266, "train_cardinality_error_3_unscaled": 292.6171209251995, "train_cardinality_error_4_unscaled": 292.6355589747058, "train_class_error_unscaled": 7.37140967354761, "train_loss_bbox_unscaled": 0.05093766461483893, "train_loss_bbox_0_unscaled": 0.06610660489165346, "train_loss_bbox_1_unscaled": 0.05566890110587632, "train_loss_bbox_2_unscaled": 0.052633701090611607, "train_loss_bbox_3_unscaled": 0.05179078340098054, "train_loss_bbox_4_unscaled": 0.05187985238131757, "train_loss_ce_unscaled": 0.20263829188471505, "train_loss_ce_0_unscaled": 0.2646378844928051, "train_loss_ce_1_unscaled": 0.2392582257295774, "train_loss_ce_2_unscaled": 0.2245558372613188, "train_loss_ce_3_unscaled": 0.21277235390916496, "train_loss_ce_4_unscaled": 0.20383499846835912, "train_loss_giou_unscaled": 0.3124027033325753, "train_loss_giou_0_unscaled": 0.3812555446082001, "train_loss_giou_1_unscaled": 0.33405303328435215, "train_loss_giou_2_unscaled": 0.3204182888176224, "train_loss_giou_3_unscaled": 0.316789376214459, "train_loss_giou_4_unscaled": 0.31692301804353756, "test_class_error": 9.18158345329114, "test_loss": 8.278199075509946, "test_loss_bbox": 0.23905826057679355, "test_loss_bbox_0": 0.31124726994730795, "test_loss_bbox_1": 0.2579013671452245, "test_loss_bbox_2": 0.2450529837284606, "test_loss_bbox_3": 0.24272016990489473, "test_loss_bbox_4": 0.24358355003995255, "test_loss_ce": 0.42946338939209716, "test_loss_ce_0": 0.5426178021362414, "test_loss_ce_1": 0.49301707773162917, "test_loss_ce_2": 0.4665824573832198, "test_loss_ce_3": 0.4433346893459844, "test_loss_ce_4": 0.43220613463618124, "test_loss_giou": 0.6172801501834735, "test_loss_giou_0": 0.7719930521786784, "test_loss_giou_1": 0.6595869793678625, "test_loss_giou_2": 0.630801293130119, "test_loss_giou_3": 0.6257916831741699, "test_loss_giou_4": 0.6259607487974076, "test_cardinality_error_unscaled": 292.26857028753994, "test_cardinality_error_0_unscaled": 292.36641373801916, "test_cardinality_error_1_unscaled": 292.18370607028754, "test_cardinality_error_2_unscaled": 292.25199680511184, "test_cardinality_error_3_unscaled": 292.32627795527156, "test_cardinality_error_4_unscaled": 292.21485623003196, "test_class_error_unscaled": 9.18158345329114, "test_loss_bbox_unscaled": 0.04781165214987418, "test_loss_bbox_0_unscaled": 0.062249453958516686, "test_loss_bbox_1_unscaled": 0.051580273424284145, "test_loss_bbox_2_unscaled": 0.049010596859950226, "test_loss_bbox_3_unscaled": 0.04854403406429215, "test_loss_bbox_4_unscaled": 0.04871670995800259, "test_loss_ce_unscaled": 0.21473169469604858, "test_loss_ce_0_unscaled": 0.2713089010681207, "test_loss_ce_1_unscaled": 0.24650853886581459, "test_loss_ce_2_unscaled": 0.2332912286916099, "test_loss_ce_3_unscaled": 0.2216673446729922, "test_loss_ce_4_unscaled": 0.21610306731809062, "test_loss_giou_unscaled": 0.30864007509173674, "test_loss_giou_0_unscaled": 0.3859965260893392, "test_loss_giou_1_unscaled": 0.32979348968393124, "test_loss_giou_2_unscaled": 0.3154006465650595, "test_loss_giou_3_unscaled": 0.31289584158708494, "test_loss_giou_4_unscaled": 0.3129803743987038, "test_coco_eval_bbox": [0.3718017103275995, 0.5821298434899588, 0.38843157476231216, 0.18046645196418631, 0.4099592236653355, 0.5643395520764719, 0.31947159750670706, 0.5130464657437693, 0.5487022574841093, 0.2848908516128456, 0.6078496642653612, 0.7997770481420252], "epoch": 29, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 7.230895652058933, "train_loss": 8.255789958526103, "train_loss_bbox": 0.25362754817238264, "train_loss_bbox_0": 0.3292775182069823, "train_loss_bbox_1": 0.27676218332077546, "train_loss_bbox_2": 0.2624744193170642, "train_loss_bbox_3": 0.25815743175480727, "train_loss_bbox_4": 0.25830431497380807, "train_loss_ce": 0.40239816296976183, "train_loss_ce_0": 0.52588489173182, "train_loss_ce_1": 0.4730181046788657, "train_loss_ce_2": 0.44221244140880994, "train_loss_ce_3": 0.4193972971375508, "train_loss_ce_4": 0.4038845666743544, "train_loss_giou": 0.6222239867866596, "train_loss_giou_0": 0.7605074636510175, "train_loss_giou_1": 0.6654660587710359, "train_loss_giou_2": 0.6391720647428446, "train_loss_giou_3": 0.6316162042473966, "train_loss_giou_4": 0.6314052972792934, "train_cardinality_error_unscaled": 292.6285168402543, "train_cardinality_error_0_unscaled": 292.90166373596645, "train_cardinality_error_1_unscaled": 292.72137494927637, "train_cardinality_error_2_unscaled": 292.689900919789, "train_cardinality_error_3_unscaled": 292.59726261328285, "train_cardinality_error_4_unscaled": 292.61955566076017, "train_class_error_unscaled": 7.230895652058933, "train_loss_bbox_unscaled": 0.050725509643244286, "train_loss_bbox_0_unscaled": 0.06585550365671486, "train_loss_bbox_1_unscaled": 0.05535243663684403, "train_loss_bbox_2_unscaled": 0.05249488389102625, "train_loss_bbox_3_unscaled": 0.051631486371369176, "train_loss_bbox_4_unscaled": 0.05166086298347439, "train_loss_ce_unscaled": 0.20119908148488092, "train_loss_ce_0_unscaled": 0.26294244586591, "train_loss_ce_1_unscaled": 0.23650905233943284, "train_loss_ce_2_unscaled": 0.22110622070440497, "train_loss_ce_3_unscaled": 0.2096986485687754, "train_loss_ce_4_unscaled": 0.2019422833371772, "train_loss_giou_unscaled": 0.3111119933933298, "train_loss_giou_0_unscaled": 0.38025373182550876, "train_loss_giou_1_unscaled": 0.33273302938551796, "train_loss_giou_2_unscaled": 0.3195860323714223, "train_loss_giou_3_unscaled": 0.3158081021236983, "train_loss_giou_4_unscaled": 0.3157026486396467, "test_class_error": 8.909387128421674, "test_loss": 8.13285718101282, "test_loss_bbox": 0.23196306781837353, "test_loss_bbox_0": 0.30303369272059905, "test_loss_bbox_1": 0.25287345837289915, "test_loss_bbox_2": 0.2393788780076816, "test_loss_bbox_3": 0.23530383312854522, "test_loss_bbox_4": 0.23697598768880193, "test_loss_ce": 0.42587807174688713, "test_loss_ce_0": 0.5371863695379263, "test_loss_ce_1": 0.48721077809699426, "test_loss_ce_2": 0.4582517466986903, "test_loss_ce_3": 0.4389134664981129, "test_loss_ce_4": 0.42668398015034464, "test_loss_giou": 0.6065528948847859, "test_loss_giou_0": 0.7540302546070026, "test_loss_giou_1": 0.6484432886012446, "test_loss_giou_2": 0.6199687974521527, "test_loss_giou_3": 0.614383763208176, "test_loss_giou_4": 0.6158249177300511, "test_cardinality_error_unscaled": 292.5059904153355, "test_cardinality_error_0_unscaled": 292.5561102236422, "test_cardinality_error_1_unscaled": 292.46066293929715, "test_cardinality_error_2_unscaled": 292.43789936102235, "test_cardinality_error_3_unscaled": 292.49960063897765, "test_cardinality_error_4_unscaled": 292.4954073482428, "test_class_error_unscaled": 8.909387128421674, "test_loss_bbox_unscaled": 0.04639261355177282, "test_loss_bbox_0_unscaled": 0.0606067385345983, "test_loss_bbox_1_unscaled": 0.05057469179954963, "test_loss_bbox_2_unscaled": 0.04787577561938915, "test_loss_bbox_3_unscaled": 0.04706076656977018, "test_loss_bbox_4_unscaled": 0.047395197502054724, "test_loss_ce_unscaled": 0.21293903587344357, "test_loss_ce_0_unscaled": 0.26859318476896316, "test_loss_ce_1_unscaled": 0.24360538904849713, "test_loss_ce_2_unscaled": 0.22912587334934514, "test_loss_ce_3_unscaled": 0.21945673324905646, "test_loss_ce_4_unscaled": 0.21334199007517232, "test_loss_giou_unscaled": 0.30327644744239296, "test_loss_giou_0_unscaled": 0.3770151273035013, "test_loss_giou_1_unscaled": 0.3242216443006223, "test_loss_giou_2_unscaled": 0.30998439872607636, "test_loss_giou_3_unscaled": 0.307191881604088, "test_loss_giou_4_unscaled": 0.30791245886502555, "test_coco_eval_bbox": [0.3778617102862222, 0.589335599980034, 0.39277493208569325, 0.19071404875150197, 0.4159587666601771, 0.5606069726797761, 0.3210150438367765, 0.5115428392681727, 0.5454214300053735, 0.2912289409288409, 0.5988505450891032, 0.7923559945262472], "epoch": 30, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 7.182918147016536, "train_loss": 8.226323709909735, "train_loss_bbox": 0.2526765680133321, "train_loss_bbox_0": 0.3283829458443863, "train_loss_bbox_1": 0.27643877284566815, "train_loss_bbox_2": 0.26162040411587517, "train_loss_bbox_3": 0.2573505990518602, "train_loss_bbox_4": 0.2573658411378356, "train_loss_ce": 0.39978245367712634, "train_loss_ce_0": 0.5239373639570624, "train_loss_ce_1": 0.4707881058042852, "train_loss_ce_2": 0.44099193174695833, "train_loss_ce_3": 0.417965175853794, "train_loss_ce_4": 0.4017688004421185, "train_loss_giou": 0.620535744033904, "train_loss_giou_0": 0.7575280535580678, "train_loss_giou_1": 0.6634347633597623, "train_loss_giou_2": 0.6366920138097142, "train_loss_giou_3": 0.6296891354585749, "train_loss_giou_4": 0.6293750380721544, "train_cardinality_error_unscaled": 292.6577252130394, "train_cardinality_error_0_unscaled": 292.93850601920735, "train_cardinality_error_1_unscaled": 292.82521473015015, "train_cardinality_error_2_unscaled": 292.8009265521439, "train_cardinality_error_3_unscaled": 292.7396185580955, "train_cardinality_error_4_unscaled": 292.6919721358041, "train_class_error_unscaled": 7.182918147016536, "train_loss_bbox_unscaled": 0.0505353135817548, "train_loss_bbox_0_unscaled": 0.0656765891944751, "train_loss_bbox_1_unscaled": 0.05528775458112631, "train_loss_bbox_2_unscaled": 0.05232408080725197, "train_loss_bbox_3_unscaled": 0.05147011980921308, "train_loss_bbox_4_unscaled": 0.05147316824933535, "train_loss_ce_unscaled": 0.19989122683856317, "train_loss_ce_0_unscaled": 0.2619686819785312, "train_loss_ce_1_unscaled": 0.2353940529021426, "train_loss_ce_2_unscaled": 0.22049596587347917, "train_loss_ce_3_unscaled": 0.208982587926897, "train_loss_ce_4_unscaled": 0.20088440022105924, "train_loss_giou_unscaled": 0.310267872016952, "train_loss_giou_0_unscaled": 0.3787640267790339, "train_loss_giou_1_unscaled": 0.33171738167988113, "train_loss_giou_2_unscaled": 0.3183460069048571, "train_loss_giou_3_unscaled": 0.31484456772928743, "train_loss_giou_4_unscaled": 0.3146875190360772, "test_class_error": 8.763543068029628, "test_loss": 8.188628786288131, "test_loss_bbox": 0.23662457517541635, "test_loss_bbox_0": 0.3036760059884562, "test_loss_bbox_1": 0.25343989859373806, "test_loss_bbox_2": 0.24093150640257632, "test_loss_bbox_3": 0.23907112432554506, "test_loss_bbox_4": 0.23960408844506018, "test_loss_ce": 0.4219019736725682, "test_loss_ce_0": 0.5281139683609192, "test_loss_ce_1": 0.4860660479472468, "test_loss_ce_2": 0.46375318161976603, "test_loss_ce_3": 0.43863978363073675, "test_loss_ce_4": 0.42484828049001605, "test_loss_giou": 0.6124987646984977, "test_loss_giou_0": 0.7726239959081522, "test_loss_giou_1": 0.6583322056185323, "test_loss_giou_2": 0.626082043678235, "test_loss_giou_3": 0.6212685243390239, "test_loss_giou_4": 0.6211528180125422, "test_cardinality_error_unscaled": 292.06170127795525, "test_cardinality_error_0_unscaled": 292.42591853035145, "test_cardinality_error_1_unscaled": 292.366214057508, "test_cardinality_error_2_unscaled": 292.2823482428115, "test_cardinality_error_3_unscaled": 292.2446086261981, "test_cardinality_error_4_unscaled": 292.1549520766773, "test_class_error_unscaled": 8.763543068029628, "test_loss_bbox_unscaled": 0.04732491517552553, "test_loss_bbox_0_unscaled": 0.06073520114770332, "test_loss_bbox_1_unscaled": 0.05068797960925026, "test_loss_bbox_2_unscaled": 0.048186301304319036, "test_loss_bbox_3_unscaled": 0.047814224837734676, "test_loss_bbox_4_unscaled": 0.04792081772947845, "test_loss_ce_unscaled": 0.2109509868362841, "test_loss_ce_0_unscaled": 0.2640569841804596, "test_loss_ce_1_unscaled": 0.2430330239736234, "test_loss_ce_2_unscaled": 0.23187659080988302, "test_loss_ce_3_unscaled": 0.21931989181536837, "test_loss_ce_4_unscaled": 0.21242414024500803, "test_loss_giou_unscaled": 0.30624938234924887, "test_loss_giou_0_unscaled": 0.3863119979540761, "test_loss_giou_1_unscaled": 0.32916610280926617, "test_loss_giou_2_unscaled": 0.3130410218391175, "test_loss_giou_3_unscaled": 0.31063426216951195, "test_loss_giou_4_unscaled": 0.3105764090062711, "test_coco_eval_bbox": [0.38065803847456103, 0.5912613483218178, 0.39698965415569964, 0.17895598414752514, 0.42078503105940507, 0.5660434618562971, 0.3219035871376319, 0.5174595965890768, 0.5517387403435514, 0.2865322305789396, 0.609882114582957, 0.7957649347930382], "epoch": 31, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 7.071739148532491, "train_loss": 8.179657892624226, "train_loss_bbox": 0.2512602113619654, "train_loss_bbox_0": 0.32567459668968685, "train_loss_bbox_1": 0.27514706860210386, "train_loss_bbox_2": 0.2605032357080499, "train_loss_bbox_3": 0.2558653972237742, "train_loss_bbox_4": 0.2559132478092192, "train_loss_ce": 0.39598528480483025, "train_loss_ce_0": 0.5198290483741627, "train_loss_ce_1": 0.46426711401080917, "train_loss_ce_2": 0.4349281845376728, "train_loss_ce_3": 0.413017049593047, "train_loss_ce_4": 0.39740370484475884, "train_loss_giou": 0.6192557150426228, "train_loss_giou_0": 0.7549096542460564, "train_loss_giou_1": 0.6627632380096222, "train_loss_giou_2": 0.6359693905053693, "train_loss_giou_3": 0.6286465004479532, "train_loss_giou_4": 0.6283192588385493, "train_cardinality_error_unscaled": 292.60821892330586, "train_cardinality_error_0_unscaled": 292.8616765859597, "train_cardinality_error_1_unscaled": 292.73747125659406, "train_cardinality_error_2_unscaled": 292.69696841606924, "train_cardinality_error_3_unscaled": 292.6702962261599, "train_cardinality_error_4_unscaled": 292.5790781820641, "train_class_error_unscaled": 7.071739148532491, "train_loss_bbox_unscaled": 0.050252042259543786, "train_loss_bbox_0_unscaled": 0.06513491938721823, "train_loss_bbox_1_unscaled": 0.05502941371210652, "train_loss_bbox_2_unscaled": 0.05210064713984635, "train_loss_bbox_3_unscaled": 0.05117307945125507, "train_loss_bbox_4_unscaled": 0.05118264956658044, "train_loss_ce_unscaled": 0.19799264240241513, "train_loss_ce_0_unscaled": 0.25991452418708133, "train_loss_ce_1_unscaled": 0.23213355700540458, "train_loss_ce_2_unscaled": 0.2174640922688364, "train_loss_ce_3_unscaled": 0.2065085247965235, "train_loss_ce_4_unscaled": 0.19870185242237942, "train_loss_giou_unscaled": 0.3096278575213114, "train_loss_giou_0_unscaled": 0.3774548271230282, "train_loss_giou_1_unscaled": 0.3313816190048111, "train_loss_giou_2_unscaled": 0.31798469525268463, "train_loss_giou_3_unscaled": 0.3143232502239766, "train_loss_giou_4_unscaled": 0.31415962941927467, "test_class_error": 8.700101224759136, "test_loss": 8.125870707697763, "test_loss_bbox": 0.2311395033003804, "test_loss_bbox_0": 0.30481307927411966, "test_loss_bbox_1": 0.25166349098705254, "test_loss_bbox_2": 0.23878487754172792, "test_loss_bbox_3": 0.23593102766873356, "test_loss_bbox_4": 0.2350182965064582, "test_loss_ce": 0.42412372228627004, "test_loss_ce_0": 0.5269380290858662, "test_loss_ce_1": 0.4820450186348571, "test_loss_ce_2": 0.45965131022297917, "test_loss_ce_3": 0.4366432379800291, "test_loss_ce_4": 0.42578456696039574, "test_loss_giou": 0.6094513654518432, "test_loss_giou_0": 0.7599396692297329, "test_loss_giou_1": 0.6502071529531631, "test_loss_giou_2": 0.6215255200482024, "test_loss_giou_3": 0.6164073982177832, "test_loss_giou_4": 0.6158034439665822, "test_cardinality_error_unscaled": 290.9121405750799, "test_cardinality_error_0_unscaled": 291.3115015974441, "test_cardinality_error_1_unscaled": 290.8077076677316, "test_cardinality_error_2_unscaled": 290.7689696485623, "test_cardinality_error_3_unscaled": 291.19468849840257, "test_cardinality_error_4_unscaled": 291.205071884984, "test_class_error_unscaled": 8.700101224759136, "test_loss_bbox_unscaled": 0.04622790068626023, "test_loss_bbox_0_unscaled": 0.06096261593337638, "test_loss_bbox_1_unscaled": 0.05033269816170485, "test_loss_bbox_2_unscaled": 0.047756975576186335, "test_loss_bbox_3_unscaled": 0.04718620565752633, "test_loss_bbox_4_unscaled": 0.047003659303672014, "test_loss_ce_unscaled": 0.21206186114313502, "test_loss_ce_0_unscaled": 0.2634690145429331, "test_loss_ce_1_unscaled": 0.24102250931742855, "test_loss_ce_2_unscaled": 0.22982565511148959, "test_loss_ce_3_unscaled": 0.21832161899001454, "test_loss_ce_4_unscaled": 0.21289228348019787, "test_loss_giou_unscaled": 0.3047256827259216, "test_loss_giou_0_unscaled": 0.37996983461486644, "test_loss_giou_1_unscaled": 0.32510357647658156, "test_loss_giou_2_unscaled": 0.3107627600241012, "test_loss_giou_3_unscaled": 0.3082036991088916, "test_loss_giou_4_unscaled": 0.3079017219832911, "test_coco_eval_bbox": [0.3786455885197517, 0.5906403064586986, 0.39457301673858763, 0.17095478017399024, 0.41643564866492266, 0.5732436501853853, 0.3208794918650904, 0.515300230938468, 0.5490702744316178, 0.28151757399345706, 0.6041176360412118, 0.8019191039589663], "epoch": 32, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 6.992205477399399, "train_loss": 8.14958862076105, "train_loss_bbox": 0.2506351047736551, "train_loss_bbox_0": 0.32470109169511885, "train_loss_bbox_1": 0.2747879638213775, "train_loss_bbox_2": 0.25970753638360267, "train_loss_bbox_3": 0.2556298681094297, "train_loss_bbox_4": 0.25562613146135454, "train_loss_ce": 0.3949096311872905, "train_loss_ce_0": 0.5184778340708076, "train_loss_ce_1": 0.4640870283965118, "train_loss_ce_2": 0.4356823933232577, "train_loss_ce_3": 0.41194281471601185, "train_loss_ce_4": 0.39608279979956196, "train_loss_giou": 0.6154315545761938, "train_loss_giou_0": 0.7509314788906787, "train_loss_giou_1": 0.6589992950866562, "train_loss_giou_2": 0.6318029964303158, "train_loss_giou_3": 0.6252620895886379, "train_loss_giou_4": 0.6248910052518666, "train_cardinality_error_unscaled": 292.62130562694443, "train_cardinality_error_0_unscaled": 292.79230353036655, "train_cardinality_error_1_unscaled": 292.5289293926687, "train_cardinality_error_2_unscaled": 292.62354592181794, "train_cardinality_error_3_unscaled": 292.61356181523064, "train_cardinality_error_4_unscaled": 292.5390403083998, "train_class_error_unscaled": 6.992205477399399, "train_loss_bbox_unscaled": 0.050127020924547745, "train_loss_bbox_0_unscaled": 0.06494021832431006, "train_loss_bbox_1_unscaled": 0.05495759276286459, "train_loss_bbox_2_unscaled": 0.0519415072768717, "train_loss_bbox_3_unscaled": 0.051125973598102135, "train_loss_bbox_4_unscaled": 0.05112522628965065, "train_loss_ce_unscaled": 0.19745481559364525, "train_loss_ce_0_unscaled": 0.2592389170354038, "train_loss_ce_1_unscaled": 0.2320435141982559, "train_loss_ce_2_unscaled": 0.21784119666162885, "train_loss_ce_3_unscaled": 0.20597140735800593, "train_loss_ce_4_unscaled": 0.19804139989978098, "train_loss_giou_unscaled": 0.3077157772880969, "train_loss_giou_0_unscaled": 0.37546573944533934, "train_loss_giou_1_unscaled": 0.3294996475433281, "train_loss_giou_2_unscaled": 0.3159014982151579, "train_loss_giou_3_unscaled": 0.31263104479431897, "train_loss_giou_4_unscaled": 0.3124455026259333, "test_class_error": 8.71975081873397, "test_loss": 8.087611297448984, "test_loss_bbox": 0.23143795475411338, "test_loss_bbox_0": 0.30167502245773525, "test_loss_bbox_1": 0.2504145026968691, "test_loss_bbox_2": 0.23734794300013837, "test_loss_bbox_3": 0.23278654983249336, "test_loss_bbox_4": 0.23523085547712283, "test_loss_ce": 0.42601766363500404, "test_loss_ce_0": 0.5290561258412017, "test_loss_ce_1": 0.48720631517541296, "test_loss_ce_2": 0.4642507476738086, "test_loss_ce_3": 0.4443140948732821, "test_loss_ce_4": 0.42706438956169274, "test_loss_giou": 0.6009226486134452, "test_loss_giou_0": 0.74925504248744, "test_loss_giou_1": 0.6421041869507811, "test_loss_giou_2": 0.6138312794720403, "test_loss_giou_3": 0.6064651623701516, "test_loss_giou_4": 0.6082308469488978, "test_cardinality_error_unscaled": 292.30970447284346, "test_cardinality_error_0_unscaled": 292.28314696485626, "test_cardinality_error_1_unscaled": 292.3115015974441, "test_cardinality_error_2_unscaled": 292.37659744408944, "test_cardinality_error_3_unscaled": 292.34325079872207, "test_cardinality_error_4_unscaled": 292.37819488817894, "test_class_error_unscaled": 8.71975081873397, "test_loss_bbox_unscaled": 0.04628759089964457, "test_loss_bbox_0_unscaled": 0.060335004339202906, "test_loss_bbox_1_unscaled": 0.050082900415594205, "test_loss_bbox_2_unscaled": 0.04746958856194164, "test_loss_bbox_3_unscaled": 0.0465573099629281, "test_loss_bbox_4_unscaled": 0.047046171132320416, "test_loss_ce_unscaled": 0.21300883181750202, "test_loss_ce_0_unscaled": 0.2645280629206008, "test_loss_ce_1_unscaled": 0.24360315758770648, "test_loss_ce_2_unscaled": 0.2321253738369043, "test_loss_ce_3_unscaled": 0.22215704743664105, "test_loss_ce_4_unscaled": 0.21353219478084637, "test_loss_giou_unscaled": 0.3004613243067226, "test_loss_giou_0_unscaled": 0.37462752124372, "test_loss_giou_1_unscaled": 0.32105209347539054, "test_loss_giou_2_unscaled": 0.30691563973602015, "test_loss_giou_3_unscaled": 0.3032325811850758, "test_loss_giou_4_unscaled": 0.3041154234744489, "test_coco_eval_bbox": [0.3865982761636745, 0.5934662801553415, 0.4050712174392971, 0.18777241798493616, 0.428509429305941, 0.571923798283036, 0.3240233829538711, 0.5233085875422075, 0.5588640545106678, 0.29192150331696587, 0.6185702903420373, 0.8001777509884158], "epoch": 33, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 6.873847077409808, "train_loss": 8.115613085675689, "train_loss_bbox": 0.2494590420950641, "train_loss_bbox_0": 0.3239340762594274, "train_loss_bbox_1": 0.27321113578508593, "train_loss_bbox_2": 0.2585607229994128, "train_loss_bbox_3": 0.2539490980703228, "train_loss_bbox_4": 0.2541680463423317, "train_loss_ce": 0.3918090110563319, "train_loss_ce_0": 0.5139638646544195, "train_loss_ce_1": 0.4595993439189865, "train_loss_ce_2": 0.4310486998812652, "train_loss_ce_3": 0.4090986127933533, "train_loss_ce_4": 0.39337758157978225, "train_loss_giou": 0.614883923287097, "train_loss_giou_0": 0.7507369331315101, "train_loss_giou_1": 0.6582785677792141, "train_loss_giou_2": 0.6315730526130287, "train_loss_giou_3": 0.6242273835699371, "train_loss_giou_4": 0.6237339892987871, "train_cardinality_error_unscaled": 292.4641890977952, "train_cardinality_error_0_unscaled": 292.7365582307588, "train_cardinality_error_1_unscaled": 292.48751352630865, "train_cardinality_error_2_unscaled": 292.51120992831056, "train_cardinality_error_3_unscaled": 292.3504159339916, "train_cardinality_error_4_unscaled": 292.37729947247396, "train_class_error_unscaled": 6.873847077409808, "train_loss_bbox_unscaled": 0.049891808408733376, "train_loss_bbox_0_unscaled": 0.06478681521993858, "train_loss_bbox_1_unscaled": 0.054642227153691485, "train_loss_bbox_2_unscaled": 0.05171214461469705, "train_loss_bbox_3_unscaled": 0.05078981963754603, "train_loss_bbox_4_unscaled": 0.0508336092610087, "train_loss_ce_unscaled": 0.19590450552816596, "train_loss_ce_0_unscaled": 0.25698193232720973, "train_loss_ce_1_unscaled": 0.22979967195949325, "train_loss_ce_2_unscaled": 0.2155243499406326, "train_loss_ce_3_unscaled": 0.20454930639667665, "train_loss_ce_4_unscaled": 0.19668879078989113, "train_loss_giou_unscaled": 0.3074419616435485, "train_loss_giou_0_unscaled": 0.37536846656575507, "train_loss_giou_1_unscaled": 0.32913928388960706, "train_loss_giou_2_unscaled": 0.3157865263065143, "train_loss_giou_3_unscaled": 0.31211369178496856, "train_loss_giou_4_unscaled": 0.31186699464939355, "test_class_error": 8.773502660635561, "test_loss": 8.116523217088499, "test_loss_bbox": 0.2341281460306515, "test_loss_bbox_0": 0.3048246534773336, "test_loss_bbox_1": 0.25360105784175496, "test_loss_bbox_2": 0.24166164811426838, "test_loss_bbox_3": 0.23762499129238981, "test_loss_bbox_4": 0.2382724878791803, "test_loss_ce": 0.42404323449721354, "test_loss_ce_0": 0.5291910168652336, "test_loss_ce_1": 0.4813077054655971, "test_loss_ce_2": 0.4570818791469446, "test_loss_ce_3": 0.4373837032923683, "test_loss_ce_4": 0.4254855376462967, "test_loss_giou": 0.6073289644032621, "test_loss_giou_0": 0.7504086974329842, "test_loss_giou_1": 0.6471397009330054, "test_loss_giou_2": 0.6189176379301297, "test_loss_giou_3": 0.613671248237165, "test_loss_giou_4": 0.6144509125536624, "test_cardinality_error_unscaled": 292.2629792332268, "test_cardinality_error_0_unscaled": 292.4492811501597, "test_cardinality_error_1_unscaled": 292.2310303514377, "test_cardinality_error_2_unscaled": 292.1717252396166, "test_cardinality_error_3_unscaled": 292.2410143769968, "test_cardinality_error_4_unscaled": 292.1705271565495, "test_class_error_unscaled": 8.773502660635561, "test_loss_bbox_unscaled": 0.04682562919779898, "test_loss_bbox_0_unscaled": 0.060964930659761066, "test_loss_bbox_1_unscaled": 0.05072021167784834, "test_loss_bbox_2_unscaled": 0.04833232973235103, "test_loss_bbox_3_unscaled": 0.04752499834536173, "test_loss_bbox_4_unscaled": 0.04765449755322248, "test_loss_ce_unscaled": 0.21202161724860677, "test_loss_ce_0_unscaled": 0.2645955084326168, "test_loss_ce_1_unscaled": 0.24065385273279855, "test_loss_ce_2_unscaled": 0.2285409395734723, "test_loss_ce_3_unscaled": 0.21869185164618415, "test_loss_ce_4_unscaled": 0.21274276882314835, "test_loss_giou_unscaled": 0.30366448220163106, "test_loss_giou_0_unscaled": 0.3752043487164921, "test_loss_giou_1_unscaled": 0.3235698504665027, "test_loss_giou_2_unscaled": 0.30945881896506483, "test_loss_giou_3_unscaled": 0.3068356241185825, "test_loss_giou_4_unscaled": 0.3072254562768312, "test_coco_eval_bbox": [0.3749719171379554, 0.5861382010940713, 0.3886555210255855, 0.17533666729504815, 0.4152702510036175, 0.5623466720666773, 0.32001964634703556, 0.5147258236915151, 0.5492517514281129, 0.2901461180499498, 0.6073244228287268, 0.7875105156844248], "epoch": 34, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 6.801873410262453, "train_loss": 8.071585681592275, "train_loss_bbox": 0.24792755405151132, "train_loss_bbox_0": 0.3218461620086877, "train_loss_bbox_1": 0.2714115483208888, "train_loss_bbox_2": 0.2572478030880201, "train_loss_bbox_3": 0.2526847292823687, "train_loss_bbox_4": 0.25253348777907864, "train_loss_ce": 0.38884272917663715, "train_loss_ce_0": 0.5124153818778445, "train_loss_ce_1": 0.4557415854055311, "train_loss_ce_2": 0.4261613364239338, "train_loss_ce_3": 0.4044531271351411, "train_loss_ce_4": 0.39010634660583765, "train_loss_giou": 0.6132384756877041, "train_loss_giou_0": 0.7474457439325924, "train_loss_giou_1": 0.6555593394425311, "train_loss_giou_2": 0.6295017447722195, "train_loss_giou_3": 0.6224626832977129, "train_loss_giou_4": 0.6220059080204847, "train_cardinality_error_unscaled": 292.6731959285811, "train_cardinality_error_0_unscaled": 292.8655484918166, "train_cardinality_error_1_unscaled": 292.6225060868389, "train_cardinality_error_2_unscaled": 292.49730319220885, "train_cardinality_error_3_unscaled": 292.5358278100906, "train_cardinality_error_4_unscaled": 292.6117104017314, "train_class_error_unscaled": 6.801873410262453, "train_loss_bbox_unscaled": 0.04958551083262478, "train_loss_bbox_0_unscaled": 0.0643692324148388, "train_loss_bbox_1_unscaled": 0.0542823096630692, "train_loss_bbox_2_unscaled": 0.05144956063650005, "train_loss_bbox_3_unscaled": 0.050536945868617594, "train_loss_bbox_4_unscaled": 0.05050669756528894, "train_loss_ce_unscaled": 0.19442136458831857, "train_loss_ce_0_unscaled": 0.25620769093892226, "train_loss_ce_1_unscaled": 0.22787079270276556, "train_loss_ce_2_unscaled": 0.2130806682119669, "train_loss_ce_3_unscaled": 0.20222656356757054, "train_loss_ce_4_unscaled": 0.19505317330291883, "train_loss_giou_unscaled": 0.30661923784385203, "train_loss_giou_0_unscaled": 0.3737228719662962, "train_loss_giou_1_unscaled": 0.32777966972126554, "train_loss_giou_2_unscaled": 0.31475087238610977, "train_loss_giou_3_unscaled": 0.31123134164885646, "train_loss_giou_4_unscaled": 0.31100295401024236, "test_class_error": 8.852942311344817, "test_loss": 8.072377133293275, "test_loss_bbox": 0.23241486507482803, "test_loss_bbox_0": 0.3024468642358963, "test_loss_bbox_1": 0.24989890833251394, "test_loss_bbox_2": 0.2367197306582722, "test_loss_bbox_3": 0.23334356704459022, "test_loss_bbox_4": 0.23420202679717883, "test_loss_ce": 0.4237439757147536, "test_loss_ce_0": 0.5317961154654384, "test_loss_ce_1": 0.4798972884686991, "test_loss_ce_2": 0.45612911703868414, "test_loss_ce_3": 0.4368888339676415, "test_loss_ce_4": 0.4252764667851475, "test_loss_giou": 0.5990509325132584, "test_loss_giou_0": 0.7586165998880856, "test_loss_giou_1": 0.6452525282820193, "test_loss_giou_2": 0.6134011921600793, "test_loss_giou_3": 0.6076181926095067, "test_loss_giou_4": 0.6056799451573588, "test_cardinality_error_unscaled": 292.3674121405751, "test_cardinality_error_0_unscaled": 292.4149361022364, "test_cardinality_error_1_unscaled": 292.3134984025559, "test_cardinality_error_2_unscaled": 292.2330271565495, "test_cardinality_error_3_unscaled": 292.16653354632587, "test_cardinality_error_4_unscaled": 292.3550319488818, "test_class_error_unscaled": 8.852942311344817, "test_loss_bbox_unscaled": 0.04648297299116183, "test_loss_bbox_0_unscaled": 0.06048937287098303, "test_loss_bbox_1_unscaled": 0.04997978171411033, "test_loss_bbox_2_unscaled": 0.04734394606500388, "test_loss_bbox_3_unscaled": 0.04666871337678295, "test_loss_bbox_4_unscaled": 0.04684040534158294, "test_loss_ce_unscaled": 0.2118719878573768, "test_loss_ce_0_unscaled": 0.2658980577327192, "test_loss_ce_1_unscaled": 0.23994864423434956, "test_loss_ce_2_unscaled": 0.22806455851934207, "test_loss_ce_3_unscaled": 0.21844441698382075, "test_loss_ce_4_unscaled": 0.21263823339257376, "test_loss_giou_unscaled": 0.2995254662566292, "test_loss_giou_0_unscaled": 0.3793082999440428, "test_loss_giou_1_unscaled": 0.32262626414100964, "test_loss_giou_2_unscaled": 0.30670059608003963, "test_loss_giou_3_unscaled": 0.30380909630475333, "test_loss_giou_4_unscaled": 0.3028399725786794, "test_coco_eval_bbox": [0.3829154233182736, 0.5945884528624865, 0.3993803601170554, 0.18480533726564893, 0.4184030839450303, 0.5664478398032569, 0.3211192490053918, 0.5162021371517928, 0.5520136903795883, 0.2842386422872945, 0.6092052941341543, 0.7937212756011907], "epoch": 35, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 6.748992567631254, "train_loss": 8.042968318569761, "train_loss_bbox": 0.2469403682732379, "train_loss_bbox_0": 0.3204669212151748, "train_loss_bbox_1": 0.2709181791134395, "train_loss_bbox_2": 0.25585583295387426, "train_loss_bbox_3": 0.25145883052779294, "train_loss_bbox_4": 0.2515024633005606, "train_loss_ce": 0.38685522996515026, "train_loss_ce_0": 0.5095262048524399, "train_loss_ce_1": 0.45249145777827265, "train_loss_ce_2": 0.42489002732088643, "train_loss_ce_3": 0.4029232341265559, "train_loss_ce_4": 0.38806776107204116, "train_loss_giou": 0.6115142751792989, "train_loss_giou_0": 0.7462350511670226, "train_loss_giou_1": 0.6548809377980719, "train_loss_giou_2": 0.6274738451285822, "train_loss_giou_3": 0.6205569368128394, "train_loss_giou_4": 0.6204107563751695, "train_cardinality_error_unscaled": 292.7275463276072, "train_cardinality_error_0_unscaled": 292.8521912620046, "train_cardinality_error_1_unscaled": 292.6049218855674, "train_cardinality_error_2_unscaled": 292.6869589476532, "train_cardinality_error_3_unscaled": 292.5701508183417, "train_cardinality_error_4_unscaled": 292.7238857703233, "train_class_error_unscaled": 6.748992567631254, "train_loss_bbox_unscaled": 0.04938807363771673, "train_loss_bbox_0_unscaled": 0.06409338419687824, "train_loss_bbox_1_unscaled": 0.054183635826920616, "train_loss_bbox_2_unscaled": 0.05117116657817749, "train_loss_bbox_3_unscaled": 0.05029176611110143, "train_loss_bbox_4_unscaled": 0.05030049267820193, "train_loss_ce_unscaled": 0.19342761498257513, "train_loss_ce_0_unscaled": 0.25476310242621997, "train_loss_ce_1_unscaled": 0.22624572888913633, "train_loss_ce_2_unscaled": 0.21244501366044322, "train_loss_ce_3_unscaled": 0.20146161706327795, "train_loss_ce_4_unscaled": 0.19403388053602058, "train_loss_giou_unscaled": 0.30575713758964945, "train_loss_giou_0_unscaled": 0.3731175255835113, "train_loss_giou_1_unscaled": 0.32744046889903594, "train_loss_giou_2_unscaled": 0.3137369225642911, "train_loss_giou_3_unscaled": 0.3102784684064197, "train_loss_giou_4_unscaled": 0.31020537818758476, "test_class_error": 8.934887194404968, "test_loss": 8.041862899122147, "test_loss_bbox": 0.22568113825762995, "test_loss_bbox_0": 0.2970110364615346, "test_loss_bbox_1": 0.24511914297985954, "test_loss_bbox_2": 0.23108304389559042, "test_loss_bbox_3": 0.22963359923408436, "test_loss_bbox_4": 0.229183629155159, "test_loss_ce": 0.4298425535329234, "test_loss_ce_0": 0.5359268814039687, "test_loss_ce_1": 0.4853392585207479, "test_loss_ce_2": 0.46365107991063176, "test_loss_ce_3": 0.4409467486527781, "test_loss_ce_4": 0.43188802431376216, "test_loss_giou": 0.5953013720794227, "test_loss_giou_0": 0.745115529138821, "test_loss_giou_1": 0.6400735441107339, "test_loss_giou_2": 0.6091157786381511, "test_loss_giou_3": 0.6036551454768013, "test_loss_giou_4": 0.6032954154494471, "test_cardinality_error_unscaled": 291.9756389776358, "test_cardinality_error_0_unscaled": 291.8791932907348, "test_cardinality_error_1_unscaled": 291.8170926517572, "test_cardinality_error_2_unscaled": 291.946285942492, "test_cardinality_error_3_unscaled": 291.64816293929715, "test_cardinality_error_4_unscaled": 292.0289536741214, "test_class_error_unscaled": 8.934887194404968, "test_loss_bbox_unscaled": 0.04513622758487543, "test_loss_bbox_0_unscaled": 0.0594022071685273, "test_loss_bbox_1_unscaled": 0.04902382854360361, "test_loss_bbox_2_unscaled": 0.04621660883148638, "test_loss_bbox_3_unscaled": 0.045926719773025176, "test_loss_bbox_4_unscaled": 0.045836725935768395, "test_loss_ce_unscaled": 0.2149212767664617, "test_loss_ce_0_unscaled": 0.26796344070198436, "test_loss_ce_1_unscaled": 0.24266962926037394, "test_loss_ce_2_unscaled": 0.23182553995531588, "test_loss_ce_3_unscaled": 0.22047337432638905, "test_loss_ce_4_unscaled": 0.21594401215688108, "test_loss_giou_unscaled": 0.29765068603971134, "test_loss_giou_0_unscaled": 0.3725577645694105, "test_loss_giou_1_unscaled": 0.32003677205536696, "test_loss_giou_2_unscaled": 0.30455788931907557, "test_loss_giou_3_unscaled": 0.30182757273840066, "test_loss_giou_4_unscaled": 0.30164770772472355, "test_coco_eval_bbox": [0.38022810332247803, 0.5882735561836469, 0.39712799530487636, 0.17754770475731174, 0.4202132441302547, 0.5714845406801894, 0.32007969755870674, 0.5173867676945617, 0.5539424213278495, 0.28641628083179876, 0.6099145748525396, 0.7973097077949249], "epoch": 36, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 6.663272171660332, "train_loss": 8.005486523687445, "train_loss_bbox": 0.24546424749254553, "train_loss_bbox_0": 0.31980388941404286, "train_loss_bbox_1": 0.26989357454212726, "train_loss_bbox_2": 0.2547925560900569, "train_loss_bbox_3": 0.2500320694112139, "train_loss_bbox_4": 0.25006670615564386, "train_loss_ce": 0.38570057252344125, "train_loss_ce_0": 0.5077187945487034, "train_loss_ce_1": 0.44915198783550087, "train_loss_ce_2": 0.4222368764410512, "train_loss_ce_3": 0.4012058337035012, "train_loss_ce_4": 0.38682798746593844, "train_loss_giou": 0.6082130957505191, "train_loss_giou_0": 0.7431006421179213, "train_loss_giou_1": 0.6518731723896918, "train_loss_giou_2": 0.6247660217089404, "train_loss_giou_3": 0.6175123209255434, "train_loss_giou_4": 0.6171261732381235, "train_cardinality_error_unscaled": 292.6413921953199, "train_cardinality_error_0_unscaled": 292.70499120789935, "train_cardinality_error_1_unscaled": 292.31928851616397, "train_cardinality_error_2_unscaled": 292.6170110239416, "train_cardinality_error_3_unscaled": 292.4260533612877, "train_cardinality_error_4_unscaled": 292.64929663194914, "train_class_error_unscaled": 6.663272171660332, "train_loss_bbox_unscaled": 0.04909284949407483, "train_loss_bbox_0_unscaled": 0.06396077785438893, "train_loss_bbox_1_unscaled": 0.05397871492238332, "train_loss_bbox_2_unscaled": 0.050958511232271596, "train_loss_bbox_3_unscaled": 0.05000641385926521, "train_loss_bbox_4_unscaled": 0.050013341225535544, "train_loss_ce_unscaled": 0.19285028626172063, "train_loss_ce_0_unscaled": 0.2538593972743517, "train_loss_ce_1_unscaled": 0.22457599391775043, "train_loss_ce_2_unscaled": 0.2111184382205256, "train_loss_ce_3_unscaled": 0.2006029168517506, "train_loss_ce_4_unscaled": 0.19341399373296922, "train_loss_giou_unscaled": 0.30410654787525954, "train_loss_giou_0_unscaled": 0.37155032105896063, "train_loss_giou_1_unscaled": 0.3259365861948459, "train_loss_giou_2_unscaled": 0.3123830108544702, "train_loss_giou_3_unscaled": 0.3087561604627717, "train_loss_giou_4_unscaled": 0.30856308661906173, "test_class_error": 8.898966560729395, "test_loss": 8.05575829801468, "test_loss_bbox": 0.22793721467161332, "test_loss_bbox_0": 0.29570529526605394, "test_loss_bbox_1": 0.24742916269233814, "test_loss_bbox_2": 0.23610633968735656, "test_loss_bbox_3": 0.2308134695592399, "test_loss_bbox_4": 0.23115677983996968, "test_loss_ce": 0.4256826616323794, "test_loss_ce_0": 0.5359417827555928, "test_loss_ce_1": 0.483346590790124, "test_loss_ce_2": 0.4584367775117246, "test_loss_ce_3": 0.4416160758691855, "test_loss_ce_4": 0.428596347284774, "test_loss_giou": 0.5971408704408823, "test_loss_giou_0": 0.7457417845726013, "test_loss_giou_1": 0.6423828711334508, "test_loss_giou_2": 0.6158202738998035, "test_loss_giou_3": 0.60528998091198, "test_loss_giou_4": 0.6066139861227224, "test_cardinality_error_unscaled": 292.4049520766773, "test_cardinality_error_0_unscaled": 292.2557907348243, "test_cardinality_error_1_unscaled": 292.31329872204475, "test_cardinality_error_2_unscaled": 292.41673322683704, "test_cardinality_error_3_unscaled": 292.3436501597444, "test_cardinality_error_4_unscaled": 292.33166932907346, "test_class_error_unscaled": 8.898966560729395, "test_loss_bbox_unscaled": 0.04558744282720569, "test_loss_bbox_0_unscaled": 0.0591410590936772, "test_loss_bbox_1_unscaled": 0.049485832583694794, "test_loss_bbox_2_unscaled": 0.04722126773870981, "test_loss_bbox_3_unscaled": 0.046162693948743824, "test_loss_bbox_4_unscaled": 0.046231356071540344, "test_loss_ce_unscaled": 0.2128413308161897, "test_loss_ce_0_unscaled": 0.2679708913777964, "test_loss_ce_1_unscaled": 0.241673295395062, "test_loss_ce_2_unscaled": 0.2292183887558623, "test_loss_ce_3_unscaled": 0.22080803793459275, "test_loss_ce_4_unscaled": 0.214298173642387, "test_loss_giou_unscaled": 0.29857043522044113, "test_loss_giou_0_unscaled": 0.37287089228630066, "test_loss_giou_1_unscaled": 0.3211914355667254, "test_loss_giou_2_unscaled": 0.30791013694990177, "test_loss_giou_3_unscaled": 0.30264499045599, "test_loss_giou_4_unscaled": 0.3033069930613612, "test_coco_eval_bbox": [0.3858908877123719, 0.597090518801913, 0.40406423226479293, 0.18555715079496304, 0.4263472693196413, 0.5756620375124819, 0.3236389727417272, 0.524070250185861, 0.5606861240733869, 0.2920134651120181, 0.6240202522584397, 0.8051980048223857], "epoch": 37, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 6.561670242587172, "train_loss": 8.001463449809156, "train_loss_bbox": 0.2457299524278001, "train_loss_bbox_0": 0.31880927199353454, "train_loss_bbox_1": 0.2693467183109389, "train_loss_bbox_2": 0.25439704738755875, "train_loss_bbox_3": 0.2501464554067234, "train_loss_bbox_4": 0.25031925173496244, "train_loss_ce": 0.38278412771945747, "train_loss_ce_0": 0.5073124932796146, "train_loss_ce_1": 0.4497145502997496, "train_loss_ce_2": 0.42144785304845434, "train_loss_ce_3": 0.3998499540487388, "train_loss_ce_4": 0.38431739858929237, "train_loss_giou": 0.6094311113715833, "train_loss_giou_0": 0.7433413396535667, "train_loss_giou_1": 0.6521103097309557, "train_loss_giou_2": 0.6255476948745063, "train_loss_giou_3": 0.6185079383725938, "train_loss_giou_4": 0.6183499755144087, "train_cardinality_error_unscaled": 292.60952083051535, "train_cardinality_error_0_unscaled": 292.79563438387663, "train_cardinality_error_1_unscaled": 292.6708457324496, "train_cardinality_error_2_unscaled": 292.73074191803056, "train_cardinality_error_3_unscaled": 292.60875152170973, "train_cardinality_error_4_unscaled": 292.6108311916678, "train_class_error_unscaled": 6.561670242587172, "train_loss_bbox_unscaled": 0.049145990500424896, "train_loss_bbox_0_unscaled": 0.06376185442309538, "train_loss_bbox_1_unscaled": 0.053869343675037096, "train_loss_bbox_2_unscaled": 0.05087940946037934, "train_loss_bbox_3_unscaled": 0.0500292910831587, "train_loss_bbox_4_unscaled": 0.05006385033368967, "train_loss_ce_unscaled": 0.19139206385972873, "train_loss_ce_0_unscaled": 0.2536562466398073, "train_loss_ce_1_unscaled": 0.2248572751498748, "train_loss_ce_2_unscaled": 0.21072392652422717, "train_loss_ce_3_unscaled": 0.1999249770243694, "train_loss_ce_4_unscaled": 0.19215869929464618, "train_loss_giou_unscaled": 0.3047155556857917, "train_loss_giou_0_unscaled": 0.3716706698267834, "train_loss_giou_1_unscaled": 0.32605515486547787, "train_loss_giou_2_unscaled": 0.31277384743725317, "train_loss_giou_3_unscaled": 0.3092539691862969, "train_loss_giou_4_unscaled": 0.30917498775720437, "test_class_error": 8.789381121675046, "test_loss": 8.0586107028559, "test_loss_bbox": 0.2307271756017551, "test_loss_bbox_0": 0.2993540331578483, "test_loss_bbox_1": 0.2515110521080395, "test_loss_bbox_2": 0.2371817655837574, "test_loss_bbox_3": 0.23635611809290255, "test_loss_bbox_4": 0.23543005805617323, "test_loss_ce": 0.42299287568646876, "test_loss_ce_0": 0.5254435504968173, "test_loss_ce_1": 0.4771106577338502, "test_loss_ce_2": 0.45624117700817485, "test_loss_ce_3": 0.4349358925423302, "test_loss_ce_4": 0.4225606324192815, "test_loss_giou": 0.6016512362720867, "test_loss_giou_0": 0.751328913453288, "test_loss_giou_1": 0.6428502545760463, "test_loss_giou_2": 0.6138044271987086, "test_loss_giou_3": 0.6100432058683218, "test_loss_giou_4": 0.6090877039935261, "test_cardinality_error_unscaled": 291.810303514377, "test_cardinality_error_0_unscaled": 291.9640575079872, "test_cardinality_error_1_unscaled": 291.8805910543131, "test_cardinality_error_2_unscaled": 291.7282348242812, "test_cardinality_error_3_unscaled": 291.7370207667732, "test_cardinality_error_4_unscaled": 291.9782348242812, "test_class_error_unscaled": 8.789381121675046, "test_loss_bbox_unscaled": 0.04614543506560234, "test_loss_bbox_0_unscaled": 0.059870806579201366, "test_loss_bbox_1_unscaled": 0.05030221035019658, "test_loss_bbox_2_unscaled": 0.047436353110800536, "test_loss_bbox_3_unscaled": 0.04727122375069145, "test_loss_bbox_4_unscaled": 0.047086011749296525, "test_loss_ce_unscaled": 0.21149643784323438, "test_loss_ce_0_unscaled": 0.2627217752484087, "test_loss_ce_1_unscaled": 0.2385553288669251, "test_loss_ce_2_unscaled": 0.22812058850408742, "test_loss_ce_3_unscaled": 0.2174679462711651, "test_loss_ce_4_unscaled": 0.21128031620964074, "test_loss_giou_unscaled": 0.30082561813604336, "test_loss_giou_0_unscaled": 0.375664456726644, "test_loss_giou_1_unscaled": 0.32142512728802314, "test_loss_giou_2_unscaled": 0.3069022135993543, "test_loss_giou_3_unscaled": 0.3050216029341609, "test_loss_giou_4_unscaled": 0.30454385199676304, "test_coco_eval_bbox": [0.38267790515958344, 0.5938725707252688, 0.4009334423771935, 0.18274544199291737, 0.4232818071948391, 0.5736950122634795, 0.3257698808985711, 0.5226980189132086, 0.5572553301995764, 0.29421262714572505, 0.6158640038611565, 0.8007804810875442], "epoch": 38, "n_parameters": 58122794}
{"train_lr": 9.99999999999912e-05, "train_class_error": 6.481216418796345, "train_loss": 7.976584163293229, "train_loss_bbox": 0.24474826575043107, "train_loss_bbox_0": 0.3181394055640925, "train_loss_bbox_1": 0.2684639974950889, "train_loss_bbox_2": 0.25396036478126066, "train_loss_bbox_3": 0.2495873304386028, "train_loss_bbox_4": 0.24940844444941235, "train_loss_ce": 0.3810638695185326, "train_loss_ce_0": 0.5047339851359915, "train_loss_ce_1": 0.4472006863724084, "train_loss_ce_2": 0.41898390641074434, "train_loss_ce_3": 0.39713882782793686, "train_loss_ce_4": 0.38243163155837, "train_loss_giou": 0.6080808422186693, "train_loss_giou_0": 0.7422850506119939, "train_loss_giou_1": 0.6512862557360627, "train_loss_giou_2": 0.6245812303873517, "train_loss_giou_3": 0.6175285166938976, "train_loss_giou_4": 0.6169615505485174, "train_cardinality_error_unscaled": 292.5399448802922, "train_cardinality_error_0_unscaled": 292.7466099688895, "train_cardinality_error_1_unscaled": 292.6544112674151, "train_cardinality_error_2_unscaled": 292.61704483971323, "train_cardinality_error_3_unscaled": 292.59558027864193, "train_cardinality_error_4_unscaled": 292.6112623427567, "train_class_error_unscaled": 6.481216418796345, "train_loss_bbox_unscaled": 0.04894965316434642, "train_loss_bbox_0_unscaled": 0.06362788112128392, "train_loss_bbox_1_unscaled": 0.053692799511010476, "train_loss_bbox_2_unscaled": 0.0507920729682952, "train_loss_bbox_3_unscaled": 0.04991746609598442, "train_loss_bbox_4_unscaled": 0.04988168887708356, "train_loss_ce_unscaled": 0.1905319347592663, "train_loss_ce_0_unscaled": 0.2523669925679958, "train_loss_ce_1_unscaled": 0.2236003431862042, "train_loss_ce_2_unscaled": 0.20949195320537217, "train_loss_ce_3_unscaled": 0.19856941391396843, "train_loss_ce_4_unscaled": 0.191215815779185, "train_loss_giou_unscaled": 0.30404042110933466, "train_loss_giou_0_unscaled": 0.37114252530599695, "train_loss_giou_1_unscaled": 0.32564312786803135, "train_loss_giou_2_unscaled": 0.31229061519367585, "train_loss_giou_3_unscaled": 0.3087642583469488, "train_loss_giou_4_unscaled": 0.3084807752742587, "test_class_error": 9.212734758663482, "test_loss": 8.06443871781468, "test_loss_bbox": 0.23060026550635743, "test_loss_bbox_0": 0.2952392701142893, "test_loss_bbox_1": 0.249120882620065, "test_loss_bbox_2": 0.23686467382473686, "test_loss_bbox_3": 0.23352825156035134, "test_loss_bbox_4": 0.2341394159264458, "test_loss_ce": 0.42993781665643566, "test_loss_ce_0": 0.5314126209900402, "test_loss_ce_1": 0.48409543726771787, "test_loss_ce_2": 0.459748379719524, "test_loss_ce_3": 0.4414699318976448, "test_loss_ce_4": 0.4287938793627218, "test_loss_giou": 0.5983774347808033, "test_loss_giou_0": 0.7472114344945731, "test_loss_giou_1": 0.6417576088882483, "test_loss_giou_2": 0.6131993399831814, "test_loss_giou_3": 0.604231322916171, "test_loss_giou_4": 0.6047107829643895, "test_cardinality_error_unscaled": 291.96026357827475, "test_cardinality_error_0_unscaled": 292.2533945686901, "test_cardinality_error_1_unscaled": 292.16833067092654, "test_cardinality_error_2_unscaled": 292.09524760383385, "test_cardinality_error_3_unscaled": 292.1884984025559, "test_cardinality_error_4_unscaled": 291.93250798722045, "test_class_error_unscaled": 9.212734758663482, "test_loss_bbox_unscaled": 0.046120053246474495, "test_loss_bbox_0_unscaled": 0.05904785403237937, "test_loss_bbox_1_unscaled": 0.04982417667159638, "test_loss_bbox_2_unscaled": 0.04737293485778209, "test_loss_bbox_3_unscaled": 0.04670565037396007, "test_loss_bbox_4_unscaled": 0.04682788319481067, "test_loss_ce_unscaled": 0.21496890832821783, "test_loss_ce_0_unscaled": 0.2657063104950201, "test_loss_ce_1_unscaled": 0.24204771863385893, "test_loss_ce_2_unscaled": 0.229874189859762, "test_loss_ce_3_unscaled": 0.2207349659488224, "test_loss_ce_4_unscaled": 0.2143969396813609, "test_loss_giou_unscaled": 0.29918871739040165, "test_loss_giou_0_unscaled": 0.37360571724728653, "test_loss_giou_1_unscaled": 0.32087880444412414, "test_loss_giou_2_unscaled": 0.3065996699915907, "test_loss_giou_3_unscaled": 0.3021156614580855, "test_loss_giou_4_unscaled": 0.30235539148219476, "test_coco_eval_bbox": [0.38492956561952735, 0.5940839077709582, 0.4043683483534851, 0.18767172657270295, 0.42149148322323365, 0.5739202352437248, 0.32265246502454575, 0.5177066197204482, 0.5535123447156218, 0.29123418534006196, 0.6091391305359536, 0.7996496713187281], "epoch": 39, "n_parameters": 58122794}
{"train_lr": 1.0000000000000546e-05, "train_class_error": 5.383737741844686, "train_loss": 7.555193184806548, "train_loss_bbox": 0.23220002683262275, "train_loss_bbox_0": 0.2983367493897414, "train_loss_bbox_1": 0.25362717609685764, "train_loss_bbox_2": 0.2409737302222433, "train_loss_bbox_3": 0.2366501875176379, "train_loss_bbox_4": 0.2363175277690289, "train_loss_ce": 0.35251957225481906, "train_loss_ce_0": 0.4743365539107096, "train_loss_ce_1": 0.4148365810491325, "train_loss_ce_2": 0.3867694110496593, "train_loss_ce_3": 0.3671235141961513, "train_loss_ce_4": 0.3537691053515533, "train_loss_giou": 0.585251361180042, "train_loss_giou_0": 0.7098599272830132, "train_loss_giou_1": 0.6248348498842672, "train_loss_giou_2": 0.6007189160066997, "train_loss_giou_3": 0.5938179778799578, "train_loss_giou_4": 0.5932500095029943, "train_cardinality_error_unscaled": 292.5291407412417, "train_cardinality_error_0_unscaled": 292.76677262275126, "train_cardinality_error_1_unscaled": 292.6627214933045, "train_cardinality_error_2_unscaled": 292.60519241174086, "train_cardinality_error_3_unscaled": 292.6629920194779, "train_cardinality_error_4_unscaled": 292.50309414310834, "train_class_error_unscaled": 5.383737741844686, "train_loss_bbox_unscaled": 0.046440005359117305, "train_loss_bbox_0_unscaled": 0.05966734983572195, "train_loss_bbox_1_unscaled": 0.05072543522965097, "train_loss_bbox_2_unscaled": 0.04819474605336759, "train_loss_bbox_3_unscaled": 0.04733003749430631, "train_loss_bbox_4_unscaled": 0.047263505568670656, "train_loss_ce_unscaled": 0.17625978612740953, "train_loss_ce_0_unscaled": 0.2371682769553548, "train_loss_ce_1_unscaled": 0.20741829052456626, "train_loss_ce_2_unscaled": 0.19338470552482964, "train_loss_ce_3_unscaled": 0.18356175709807565, "train_loss_ce_4_unscaled": 0.17688455267577666, "train_loss_giou_unscaled": 0.292625680590021, "train_loss_giou_0_unscaled": 0.3549299636415066, "train_loss_giou_1_unscaled": 0.3124174249421336, "train_loss_giou_2_unscaled": 0.30035945800334984, "train_loss_giou_3_unscaled": 0.2969089889399789, "train_loss_giou_4_unscaled": 0.29662500475149717, "test_class_error": 7.656769249766779, "test_loss": 7.679897701397491, "test_loss_bbox": 0.2186208656325508, "test_loss_bbox_0": 0.27963035975020534, "test_loss_bbox_1": 0.23633893229329167, "test_loss_bbox_2": 0.2256756917165872, "test_loss_bbox_3": 0.22120809807373693, "test_loss_bbox_4": 0.2220459174805175, "test_loss_ce": 0.40552895994612964, "test_loss_ce_0": 0.49904619552456914, "test_loss_ce_1": 0.4518177281743802, "test_loss_ce_2": 0.4318942334324407, "test_loss_ce_3": 0.417214498447534, "test_loss_ce_4": 0.4058028381948654, "test_loss_giou": 0.5775362771159163, "test_loss_giou_0": 0.7105198507301342, "test_loss_giou_1": 0.616447860345292, "test_loss_giou_2": 0.5918265174562558, "test_loss_giou_3": 0.5842812571662683, "test_loss_giou_4": 0.5844616184409815, "test_cardinality_error_unscaled": 292.12639776357827, "test_cardinality_error_0_unscaled": 292.2575878594249, "test_cardinality_error_1_unscaled": 292.1467651757188, "test_cardinality_error_2_unscaled": 292.11341853035145, "test_cardinality_error_3_unscaled": 292.18130990415335, "test_cardinality_error_4_unscaled": 292.0670926517572, "test_class_error_unscaled": 7.656769249766779, "test_loss_bbox_unscaled": 0.04372417323362713, "test_loss_bbox_0_unscaled": 0.05592607205715804, "test_loss_bbox_1_unscaled": 0.047267786337259095, "test_loss_bbox_2_unscaled": 0.04513513821120651, "test_loss_bbox_3_unscaled": 0.044241619698060584, "test_loss_bbox_4_unscaled": 0.04440918339850804, "test_loss_ce_unscaled": 0.20276447997306482, "test_loss_ce_0_unscaled": 0.24952309776228457, "test_loss_ce_1_unscaled": 0.2259088640871901, "test_loss_ce_2_unscaled": 0.21594711671622036, "test_loss_ce_3_unscaled": 0.208607249223767, "test_loss_ce_4_unscaled": 0.2029014190974327, "test_loss_giou_unscaled": 0.28876813855795813, "test_loss_giou_0_unscaled": 0.3552599253650671, "test_loss_giou_1_unscaled": 0.308223930172646, "test_loss_giou_2_unscaled": 0.2959132587281279, "test_loss_giou_3_unscaled": 0.29214062858313417, "test_loss_giou_4_unscaled": 0.2922308092204908, "test_coco_eval_bbox": [0.4086286391026117, 0.6235664770296169, 0.42957964771313467, 0.20311048804315404, 0.4503436380062397, 0.6006746185736846, 0.3363044717746172, 0.5417683778587059, 0.5767627911638032, 0.31999468997527836, 0.6383451168876776, 0.8228622418629263], "epoch": 40, "n_parameters": 58122794}
{"train_lr": 1.0000000000000546e-05, "train_class_error": 5.079686995209206, "train_loss": 7.432573845756404, "train_loss_bbox": 0.22858071005019479, "train_loss_bbox_0": 0.29311004803078466, "train_loss_bbox_1": 0.24967885173400683, "train_loss_bbox_2": 0.2370477526992999, "train_loss_bbox_3": 0.23274605599192083, "train_loss_bbox_4": 0.23238545417358342, "train_loss_ce": 0.34422777282938527, "train_loss_ce_0": 0.46277382174509557, "train_loss_ce_1": 0.40322314060082637, "train_loss_ce_2": 0.37686177347060484, "train_loss_ce_3": 0.3583084801875834, "train_loss_ce_4": 0.3454872266528378, "train_loss_giou": 0.5792737576259451, "train_loss_giou_0": 0.7019492768070685, "train_loss_giou_1": 0.6180840449131311, "train_loss_giou_2": 0.5943229423676392, "train_loss_giou_3": 0.587554836142584, "train_loss_giou_4": 0.5869578939885098, "train_cardinality_error_unscaled": 292.592756661707, "train_cardinality_error_0_unscaled": 292.81553496550794, "train_cardinality_error_1_unscaled": 292.6361253888814, "train_cardinality_error_2_unscaled": 292.6070353712972, "train_cardinality_error_3_unscaled": 292.63105302313, "train_cardinality_error_4_unscaled": 292.5645289463005, "train_class_error_unscaled": 5.079686995209206, "train_loss_bbox_unscaled": 0.04571614201029091, "train_loss_bbox_0_unscaled": 0.058622009641530304, "train_loss_bbox_1_unscaled": 0.04993577034287099, "train_loss_bbox_2_unscaled": 0.04740955055729472, "train_loss_bbox_3_unscaled": 0.04654921119510885, "train_loss_bbox_4_unscaled": 0.046477090853058435, "train_loss_ce_unscaled": 0.17211388641469264, "train_loss_ce_0_unscaled": 0.23138691087254779, "train_loss_ce_1_unscaled": 0.20161157030041318, "train_loss_ce_2_unscaled": 0.18843088673530242, "train_loss_ce_3_unscaled": 0.1791542400937917, "train_loss_ce_4_unscaled": 0.1727436133264189, "train_loss_giou_unscaled": 0.28963687881297256, "train_loss_giou_0_unscaled": 0.35097463840353427, "train_loss_giou_1_unscaled": 0.30904202245656553, "train_loss_giou_2_unscaled": 0.2971614711838196, "train_loss_giou_3_unscaled": 0.293777418071292, "train_loss_giou_4_unscaled": 0.2934789469942549, "test_class_error": 7.479106235808839, "test_loss": 7.61837734277256, "test_loss_bbox": 0.21666572150140526, "test_loss_bbox_0": 0.27533937262270014, "test_loss_bbox_1": 0.23484401066844074, "test_loss_bbox_2": 0.2226247315208752, "test_loss_bbox_3": 0.21876540042150516, "test_loss_bbox_4": 0.21924625970304204, "test_loss_ce": 0.40135917943506577, "test_loss_ce_0": 0.49891659655510046, "test_loss_ce_1": 0.4486576416812385, "test_loss_ce_2": 0.43072119916970736, "test_loss_ce_3": 0.41456318615724486, "test_loss_ce_4": 0.4028291087657118, "test_loss_giou": 0.5732486812641826, "test_loss_giou_0": 0.7043566942786257, "test_loss_giou_1": 0.6125877818550927, "test_loss_giou_2": 0.5855464522069255, "test_loss_giou_3": 0.5787058845876505, "test_loss_giou_4": 0.5793994107185462, "test_cardinality_error_unscaled": 292.2222444089457, "test_cardinality_error_0_unscaled": 292.34464856230034, "test_cardinality_error_1_unscaled": 292.23162939297123, "test_cardinality_error_2_unscaled": 292.1851038338658, "test_cardinality_error_3_unscaled": 292.1926916932907, "test_cardinality_error_4_unscaled": 292.20786741214056, "test_class_error_unscaled": 7.479106235808839, "test_loss_bbox_unscaled": 0.04333314437645312, "test_loss_bbox_0_unscaled": 0.055067874574527956, "test_loss_bbox_1_unscaled": 0.046968801976583256, "test_loss_bbox_2_unscaled": 0.04452494643152522, "test_loss_bbox_3_unscaled": 0.0437530801295282, "test_loss_bbox_4_unscaled": 0.0438492519203752, "test_loss_ce_unscaled": 0.20067958971753289, "test_loss_ce_0_unscaled": 0.24945829827755023, "test_loss_ce_1_unscaled": 0.22432882084061925, "test_loss_ce_2_unscaled": 0.21536059958485368, "test_loss_ce_3_unscaled": 0.20728159307862243, "test_loss_ce_4_unscaled": 0.2014145543828559, "test_loss_giou_unscaled": 0.2866243406320913, "test_loss_giou_0_unscaled": 0.35217834713931284, "test_loss_giou_1_unscaled": 0.30629389092754633, "test_loss_giou_2_unscaled": 0.29277322610346274, "test_loss_giou_3_unscaled": 0.28935294229382524, "test_loss_giou_4_unscaled": 0.2896997053592731, "test_coco_eval_bbox": [0.4122711725626403, 0.6259193855302291, 0.4329886662540885, 0.2181869697357097, 0.45418498779323874, 0.6022022577839411, 0.3390123168913594, 0.543828554971583, 0.5800059500546371, 0.3351880396882318, 0.6418043676094931, 0.8249802872379347], "epoch": 41, "n_parameters": 58122794}
{"train_lr": 1.0000000000000546e-05, "train_class_error": 4.980434607866087, "train_loss": 7.3787458321891135, "train_loss_bbox": 0.22702851618608505, "train_loss_bbox_0": 0.2908685262029393, "train_loss_bbox_1": 0.24805138100190074, "train_loss_bbox_2": 0.2354073761144156, "train_loss_bbox_3": 0.2310438078266188, "train_loss_bbox_4": 0.23079649620508932, "train_loss_ce": 0.34053259750156206, "train_loss_ce_0": 0.45926890897844375, "train_loss_ce_1": 0.39854653660360667, "train_loss_ce_2": 0.37296199736302654, "train_loss_ce_3": 0.35455942980317257, "train_loss_ce_4": 0.34173902777112675, "train_loss_giou": 0.5761820826199257, "train_loss_giou_0": 0.6980607861613415, "train_loss_giou_1": 0.6149001026103578, "train_loss_giou_2": 0.5908919434944574, "train_loss_giou_3": 0.584220749046263, "train_loss_giou_4": 0.583685560855623, "train_cardinality_error_unscaled": 292.68249526579194, "train_cardinality_error_0_unscaled": 292.8307097930475, "train_cardinality_error_1_unscaled": 292.6578182064115, "train_cardinality_error_2_unscaled": 292.67718618963886, "train_cardinality_error_3_unscaled": 292.6719701068578, "train_cardinality_error_4_unscaled": 292.6666187609901, "train_class_error_unscaled": 4.980434607866087, "train_loss_bbox_unscaled": 0.04540570324820191, "train_loss_bbox_0_unscaled": 0.05817370526779815, "train_loss_bbox_1_unscaled": 0.04961027622164449, "train_loss_bbox_2_unscaled": 0.04708147521023537, "train_loss_bbox_3_unscaled": 0.046208761535946725, "train_loss_bbox_4_unscaled": 0.046159299240665135, "train_loss_ce_unscaled": 0.17026629875078103, "train_loss_ce_0_unscaled": 0.22963445448922187, "train_loss_ce_1_unscaled": 0.19927326830180334, "train_loss_ce_2_unscaled": 0.18648099868151327, "train_loss_ce_3_unscaled": 0.17727971490158628, "train_loss_ce_4_unscaled": 0.17086951388556337, "train_loss_giou_unscaled": 0.2880910413099628, "train_loss_giou_0_unscaled": 0.34903039308067074, "train_loss_giou_1_unscaled": 0.3074500513051789, "train_loss_giou_2_unscaled": 0.2954459717472287, "train_loss_giou_3_unscaled": 0.2921103745231315, "train_loss_giou_4_unscaled": 0.2918427804278115, "test_class_error": 7.41792142581635, "test_loss": 7.622889998621834, "test_loss_bbox": 0.2187917145867698, "test_loss_bbox_0": 0.2763173315471735, "test_loss_bbox_1": 0.23561967666537617, "test_loss_bbox_2": 0.22475807963849637, "test_loss_bbox_3": 0.22059010088253325, "test_loss_bbox_4": 0.2216846401603839, "test_loss_ce": 0.40119038536525764, "test_loss_ce_0": 0.49798515372382945, "test_loss_ce_1": 0.44680364901265396, "test_loss_ce_2": 0.42804382108270933, "test_loss_ce_3": 0.4134418969146741, "test_loss_ce_4": 0.4017836489140416, "test_loss_giou": 0.5746048840280539, "test_loss_giou_0": 0.7005604223702282, "test_loss_giou_1": 0.6122292943846304, "test_loss_giou_2": 0.5871429416699151, "test_loss_giou_3": 0.579965747012117, "test_loss_giou_4": 0.5813766170424014, "test_cardinality_error_unscaled": 292.19069488817894, "test_cardinality_error_0_unscaled": 292.2901357827476, "test_cardinality_error_1_unscaled": 292.116214057508, "test_cardinality_error_2_unscaled": 292.18250798722045, "test_cardinality_error_3_unscaled": 292.09564696485626, "test_cardinality_error_4_unscaled": 292.1303913738019, "test_class_error_unscaled": 7.41792142581635, "test_loss_bbox_unscaled": 0.04375834301256905, "test_loss_bbox_0_unscaled": 0.055263466347520725, "test_loss_bbox_1_unscaled": 0.04712393524619147, "test_loss_bbox_2_unscaled": 0.044951615950312857, "test_loss_bbox_3_unscaled": 0.04411802026101004, "test_loss_bbox_4_unscaled": 0.04433692809634696, "test_loss_ce_unscaled": 0.20059519268262882, "test_loss_ce_0_unscaled": 0.24899257686191473, "test_loss_ce_1_unscaled": 0.22340182450632698, "test_loss_ce_2_unscaled": 0.21402191054135467, "test_loss_ce_3_unscaled": 0.20672094845733704, "test_loss_ce_4_unscaled": 0.2008918244570208, "test_loss_giou_unscaled": 0.28730244201402694, "test_loss_giou_0_unscaled": 0.3502802111851141, "test_loss_giou_1_unscaled": 0.3061146471923152, "test_loss_giou_2_unscaled": 0.29357147083495755, "test_loss_giou_3_unscaled": 0.2899828735060585, "test_loss_giou_4_unscaled": 0.2906883085212007, "test_coco_eval_bbox": [0.41296036541983344, 0.6271020778092911, 0.43583722015279364, 0.20620165884838684, 0.45333701279524286, 0.606159694902812, 0.33819034902872047, 0.5433107695691396, 0.5792342130489314, 0.31476093764855234, 0.6405509131602752, 0.8194103631311651], "epoch": 42, "n_parameters": 58122794}
{"train_lr": 1.0000000000000546e-05, "train_class_error": 4.8478751933963276, "train_loss": 7.3291443334966715, "train_loss_bbox": 0.2256858699173884, "train_loss_bbox_0": 0.2896733400920207, "train_loss_bbox_1": 0.2468759628181833, "train_loss_bbox_2": 0.234141500545551, "train_loss_bbox_3": 0.22972598497968846, "train_loss_bbox_4": 0.22950196330471226, "train_loss_ce": 0.3371409749599363, "train_loss_ce_0": 0.4550839260403945, "train_loss_ce_1": 0.394572052080222, "train_loss_ce_2": 0.3689600600189952, "train_loss_ce_3": 0.3510460340592143, "train_loss_ce_4": 0.33822016319418474, "train_loss_giou": 0.5731214744549199, "train_loss_giou_0": 0.6941804433730012, "train_loss_giou_1": 0.611349883388154, "train_loss_giou_2": 0.5878546025785916, "train_loss_giou_3": 0.5812408062242033, "train_loss_giou_4": 0.5807692917071643, "train_cardinality_error_unscaled": 292.6840676991749, "train_cardinality_error_0_unscaled": 292.8463495874476, "train_cardinality_error_1_unscaled": 292.6043301095631, "train_cardinality_error_2_unscaled": 292.66893514134995, "train_cardinality_error_3_unscaled": 292.599435276613, "train_cardinality_error_4_unscaled": 292.6291170702015, "train_class_error_unscaled": 4.8478751933963276, "train_loss_bbox_unscaled": 0.045137173990129086, "train_loss_bbox_0_unscaled": 0.057934668044606646, "train_loss_bbox_1_unscaled": 0.04937519256419094, "train_loss_bbox_2_unscaled": 0.046828300128913244, "train_loss_bbox_3_unscaled": 0.0459451970006743, "train_loss_bbox_4_unscaled": 0.04590039269314129, "train_loss_ce_unscaled": 0.16857048747996814, "train_loss_ce_0_unscaled": 0.22754196302019725, "train_loss_ce_1_unscaled": 0.197286026040111, "train_loss_ce_2_unscaled": 0.1844800300094976, "train_loss_ce_3_unscaled": 0.17552301702960715, "train_loss_ce_4_unscaled": 0.16911008159709237, "train_loss_giou_unscaled": 0.28656073722745995, "train_loss_giou_0_unscaled": 0.3470902216865006, "train_loss_giou_1_unscaled": 0.305674941694077, "train_loss_giou_2_unscaled": 0.2939273012892958, "train_loss_giou_3_unscaled": 0.29062040311210163, "train_loss_giou_4_unscaled": 0.29038464585358215, "test_class_error": 7.396713089257384, "test_loss": 7.595468447992977, "test_loss_bbox": 0.2160606264782409, "test_loss_bbox_0": 0.2742865270795152, "test_loss_bbox_1": 0.23296144947457237, "test_loss_bbox_2": 0.22220505274141938, "test_loss_bbox_3": 0.2182004314641983, "test_loss_bbox_4": 0.21936659819592302, "test_loss_ce": 0.40265349591501987, "test_loss_ce_0": 0.49401957358415133, "test_loss_ce_1": 0.44722332779210977, "test_loss_ce_2": 0.4280493951167542, "test_loss_ce_3": 0.4140681025985712, "test_loss_ce_4": 0.4019983542708162, "test_loss_giou": 0.5698451669261859, "test_loss_giou_0": 0.7072075581588684, "test_loss_giou_1": 0.61096541255046, "test_loss_giou_2": 0.5841855660985453, "test_loss_giou_3": 0.5755999423444461, "test_loss_giou_4": 0.5765718949107698, "test_cardinality_error_unscaled": 292.19788338658145, "test_cardinality_error_0_unscaled": 292.2845447284345, "test_cardinality_error_1_unscaled": 292.1016373801917, "test_cardinality_error_2_unscaled": 292.11242012779553, "test_cardinality_error_3_unscaled": 292.0489217252396, "test_cardinality_error_4_unscaled": 292.1240015974441, "test_class_error_unscaled": 7.396713089257384, "test_loss_bbox_unscaled": 0.04321212522661724, "test_loss_bbox_0_unscaled": 0.054857305313546816, "test_loss_bbox_1_unscaled": 0.04659228992109862, "test_loss_bbox_2_unscaled": 0.04444101042212389, "test_loss_bbox_3_unscaled": 0.04364008637377249, "test_loss_bbox_4_unscaled": 0.043873319765344594, "test_loss_ce_unscaled": 0.20132674795750993, "test_loss_ce_0_unscaled": 0.24700978679207566, "test_loss_ce_1_unscaled": 0.22361166389605489, "test_loss_ce_2_unscaled": 0.2140246975583771, "test_loss_ce_3_unscaled": 0.2070340512992856, "test_loss_ce_4_unscaled": 0.2009991771354081, "test_loss_giou_unscaled": 0.28492258346309296, "test_loss_giou_0_unscaled": 0.3536037790794342, "test_loss_giou_1_unscaled": 0.30548270627523, "test_loss_giou_2_unscaled": 0.29209278304927266, "test_loss_giou_3_unscaled": 0.28779997117222306, "test_loss_giou_4_unscaled": 0.2882859474553849, "test_coco_eval_bbox": [0.41378180644184964, 0.628762351981165, 0.4375284151809207, 0.21617361279465516, 0.4546548585481509, 0.6080249340103754, 0.3396941599663264, 0.5443364235729462, 0.5803781712252202, 0.33090746505472884, 0.6417982087953271, 0.8215097913487216], "epoch": 43, "n_parameters": 58122794}
{"train_lr": 1.0000000000000546e-05, "train_class_error": 4.789763876183437, "train_loss": 7.312067359867299, "train_loss_bbox": 0.22510339068464283, "train_loss_bbox_0": 0.2888950374993777, "train_loss_bbox_1": 0.2460621584538886, "train_loss_bbox_2": 0.23344095612425259, "train_loss_bbox_3": 0.22948221371724675, "train_loss_bbox_4": 0.22895021070070523, "train_loss_ce": 0.336670035315708, "train_loss_ce_0": 0.4536986571718872, "train_loss_ce_1": 0.3936721926453503, "train_loss_ce_2": 0.36822160908136803, "train_loss_ce_3": 0.3498534721228003, "train_loss_ce_4": 0.33758423194121917, "train_loss_giou": 0.5719119041662295, "train_loss_giou_0": 0.692637131510996, "train_loss_giou_1": 0.6098545688052921, "train_loss_giou_2": 0.5863525496656447, "train_loss_giou_3": 0.5801660576894482, "train_loss_giou_4": 0.5795109831083939, "train_cardinality_error_unscaled": 292.6704483971324, "train_cardinality_error_0_unscaled": 292.81934769376437, "train_cardinality_error_1_unscaled": 292.5974824157987, "train_cardinality_error_2_unscaled": 292.6151173407277, "train_cardinality_error_3_unscaled": 292.5691363451914, "train_cardinality_error_4_unscaled": 292.6314080887326, "train_class_error_unscaled": 4.789763876183437, "train_loss_bbox_unscaled": 0.04502067813718051, "train_loss_bbox_0_unscaled": 0.05777900749292181, "train_loss_bbox_1_unscaled": 0.04921243170216573, "train_loss_bbox_2_unscaled": 0.04668819123820371, "train_loss_bbox_3_unscaled": 0.04589644275695372, "train_loss_bbox_4_unscaled": 0.04579004212300864, "train_loss_ce_unscaled": 0.168335017657854, "train_loss_ce_0_unscaled": 0.2268493285859436, "train_loss_ce_1_unscaled": 0.19683609632267515, "train_loss_ce_2_unscaled": 0.18411080454068401, "train_loss_ce_3_unscaled": 0.17492673606140016, "train_loss_ce_4_unscaled": 0.16879211597060959, "train_loss_giou_unscaled": 0.28595595208311475, "train_loss_giou_0_unscaled": 0.346318565755498, "train_loss_giou_1_unscaled": 0.30492728440264605, "train_loss_giou_2_unscaled": 0.2931762748328223, "train_loss_giou_3_unscaled": 0.2900830288447241, "train_loss_giou_4_unscaled": 0.28975549155419694, "test_class_error": 7.395950689102514, "test_loss": 7.570406281529143, "test_loss_bbox": 0.21562241055904485, "test_loss_bbox_0": 0.2721798065752267, "test_loss_bbox_1": 0.23215104115847202, "test_loss_bbox_2": 0.22207939067778115, "test_loss_bbox_3": 0.21837005585717698, "test_loss_bbox_4": 0.21841733786054313, "test_loss_ce": 0.40301298004941055, "test_loss_ce_0": 0.49480091554288286, "test_loss_ce_1": 0.4470836043167419, "test_loss_ce_2": 0.429232796779075, "test_loss_ce_3": 0.4143039990252199, "test_loss_ce_4": 0.40374961723915687, "test_loss_giou": 0.5670488690987182, "test_loss_giou_0": 0.6989982772749453, "test_loss_giou_1": 0.6061459386501068, "test_loss_giou_2": 0.5805691543478555, "test_loss_giou_3": 0.5732468809373081, "test_loss_giou_4": 0.5733932125301787, "test_cardinality_error_unscaled": 292.2008785942492, "test_cardinality_error_0_unscaled": 292.29812300319486, "test_cardinality_error_1_unscaled": 292.11002396166134, "test_cardinality_error_2_unscaled": 292.0760782747604, "test_cardinality_error_3_unscaled": 292.0714856230032, "test_cardinality_error_4_unscaled": 292.122803514377, "test_class_error_unscaled": 7.395950689102514, "test_loss_bbox_unscaled": 0.04312448211299916, "test_loss_bbox_0_unscaled": 0.054435961353131376, "test_loss_bbox_1_unscaled": 0.04643020822931403, "test_loss_bbox_2_unscaled": 0.044415878155789436, "test_loss_bbox_3_unscaled": 0.043674011188098036, "test_loss_bbox_4_unscaled": 0.04368346764709051, "test_loss_ce_unscaled": 0.20150649002470528, "test_loss_ce_0_unscaled": 0.24740045777144143, "test_loss_ce_1_unscaled": 0.22354180215837094, "test_loss_ce_2_unscaled": 0.2146163983895375, "test_loss_ce_3_unscaled": 0.20715199951260996, "test_loss_ce_4_unscaled": 0.20187480861957843, "test_loss_giou_unscaled": 0.2835244345493591, "test_loss_giou_0_unscaled": 0.3494991386374727, "test_loss_giou_1_unscaled": 0.3030729693250534, "test_loss_giou_2_unscaled": 0.29028457717392775, "test_loss_giou_3_unscaled": 0.28662344046865407, "test_loss_giou_4_unscaled": 0.28669660626508936, "test_coco_eval_bbox": [0.4155338419327831, 0.6295345903415472, 0.43888725283422064, 0.21859385932472516, 0.4572296164614247, 0.6061226427451566, 0.3401712352780567, 0.5448202778076667, 0.5816967060186152, 0.3335816930671068, 0.6450639586173332, 0.8239035077552181], "epoch": 44, "n_parameters": 58122794}
{"train_lr": 1.0000000000000546e-05, "train_class_error": 4.7653880719804445, "train_loss": 7.291645224968668, "train_loss_bbox": 0.22445831150239784, "train_loss_bbox_0": 0.2875187158520096, "train_loss_bbox_1": 0.2453750128955169, "train_loss_bbox_2": 0.2329436613345814, "train_loss_bbox_3": 0.22870876157854594, "train_loss_bbox_4": 0.22826185286141823, "train_loss_ce": 0.3350331442117949, "train_loss_ce_0": 0.4510288701785622, "train_loss_ce_1": 0.39076266113764924, "train_loss_ce_2": 0.3660259458401296, "train_loss_ce_3": 0.34815177846491846, "train_loss_ce_4": 0.33598301591633556, "train_loss_giou": 0.5713811050760363, "train_loss_giou_0": 0.6921161091587273, "train_loss_giou_1": 0.6095584896417685, "train_loss_giou_2": 0.5859778979731464, "train_loss_giou_3": 0.5795198779346075, "train_loss_giou_4": 0.5788400116388295, "train_cardinality_error_unscaled": 292.6346966725281, "train_cardinality_error_0_unscaled": 292.8354440010821, "train_cardinality_error_1_unscaled": 292.58102258893547, "train_cardinality_error_2_unscaled": 292.55367408359257, "train_cardinality_error_3_unscaled": 292.53144021371565, "train_cardinality_error_4_unscaled": 292.6062998782632, "train_class_error_unscaled": 4.7653880719804445, "train_loss_bbox_unscaled": 0.04489166233333348, "train_loss_bbox_0_unscaled": 0.05750374317251828, "train_loss_bbox_1_unscaled": 0.04907500258389037, "train_loss_bbox_2_unscaled": 0.04658873225996253, "train_loss_bbox_3_unscaled": 0.04574175229822406, "train_loss_bbox_4_unscaled": 0.04565237055222865, "train_loss_ce_unscaled": 0.16751657210589746, "train_loss_ce_0_unscaled": 0.2255144350892811, "train_loss_ce_1_unscaled": 0.19538133056882462, "train_loss_ce_2_unscaled": 0.1830129729200648, "train_loss_ce_3_unscaled": 0.17407588923245923, "train_loss_ce_4_unscaled": 0.16799150795816778, "train_loss_giou_unscaled": 0.28569055253801817, "train_loss_giou_0_unscaled": 0.34605805457936367, "train_loss_giou_1_unscaled": 0.30477924482088425, "train_loss_giou_2_unscaled": 0.2929889489865732, "train_loss_giou_3_unscaled": 0.28975993896730373, "train_loss_giou_4_unscaled": 0.28942000581941474, "test_class_error": 7.4125008963929195, "test_loss": 7.577048699314982, "test_loss_bbox": 0.21585879548670003, "test_loss_bbox_0": 0.27290883646034203, "test_loss_bbox_1": 0.23258441020124637, "test_loss_bbox_2": 0.22178092898842625, "test_loss_bbox_3": 0.2178440796205411, "test_loss_bbox_4": 0.21814448726824678, "test_loss_ce": 0.40354571574793074, "test_loss_ce_0": 0.49399775457077516, "test_loss_ce_1": 0.44445373446415787, "test_loss_ce_2": 0.4273529752089193, "test_loss_ce_3": 0.414337907926724, "test_loss_ce_4": 0.40512656479978715, "test_loss_giou": 0.5696621770485522, "test_loss_giou_0": 0.6974419851463062, "test_loss_giou_1": 0.6082695143672224, "test_loss_giou_2": 0.5831907242060469, "test_loss_giou_3": 0.5752135723734054, "test_loss_giou_4": 0.5753345324779852, "test_cardinality_error_unscaled": 292.18250798722045, "test_cardinality_error_0_unscaled": 292.2747603833866, "test_cardinality_error_1_unscaled": 292.13238817891374, "test_cardinality_error_2_unscaled": 292.0670926517572, "test_cardinality_error_3_unscaled": 292.064696485623, "test_cardinality_error_4_unscaled": 292.14876198083067, "test_class_error_unscaled": 7.4125008963929195, "test_loss_bbox_unscaled": 0.04317175905211284, "test_loss_bbox_0_unscaled": 0.05458176738252274, "test_loss_bbox_1_unscaled": 0.046516881970028144, "test_loss_bbox_2_unscaled": 0.044356185829820344, "test_loss_bbox_3_unscaled": 0.04356881597052557, "test_loss_bbox_4_unscaled": 0.04362889756552708, "test_loss_ce_unscaled": 0.20177285787396537, "test_loss_ce_0_unscaled": 0.24699887728538758, "test_loss_ce_1_unscaled": 0.22222686723207893, "test_loss_ce_2_unscaled": 0.21367648760445965, "test_loss_ce_3_unscaled": 0.207168953963362, "test_loss_ce_4_unscaled": 0.20256328239989357, "test_loss_giou_unscaled": 0.2848310885242761, "test_loss_giou_0_unscaled": 0.3487209925731531, "test_loss_giou_1_unscaled": 0.3041347571836112, "test_loss_giou_2_unscaled": 0.29159536210302345, "test_loss_giou_3_unscaled": 0.2876067861867027, "test_loss_giou_4_unscaled": 0.2876672662389926, "test_coco_eval_bbox": [0.4145455573413135, 0.6289563173796321, 0.4365374897608803, 0.21580421724782184, 0.4553507372997616, 0.6105650285957516, 0.3403121878865163, 0.5453971043768935, 0.5808682261125155, 0.3232937177200905, 0.6438528948208713, 0.8254522992369673], "epoch": 45, "n_parameters": 58122794}
{"train_lr": 1.0000000000000546e-05, "train_class_error": 4.748126754673025, "train_loss": 7.261041492663136, "train_loss_bbox": 0.22388968003182358, "train_loss_bbox_0": 0.2862920245160983, "train_loss_bbox_1": 0.24437647581455205, "train_loss_bbox_2": 0.23197438184010166, "train_loss_bbox_3": 0.22780150380280348, "train_loss_bbox_4": 0.22741539896655177, "train_loss_ce": 0.33262817274406703, "train_loss_ce_0": 0.44988016047497714, "train_loss_ce_1": 0.3886978907545155, "train_loss_ce_2": 0.36360511484462804, "train_loss_ce_3": 0.34602794667332254, "train_loss_ce_4": 0.33393449176757434, "train_loss_giou": 0.5696047138118879, "train_loss_giou_0": 0.6889249456843068, "train_loss_giou_1": 0.607389642500384, "train_loss_giou_2": 0.584090140868262, "train_loss_giou_3": 0.577564292439069, "train_loss_giou_4": 0.576944522177691, "train_cardinality_error_unscaled": 292.70284390639796, "train_cardinality_error_0_unscaled": 292.8275142026241, "train_cardinality_error_1_unscaled": 292.6415190044637, "train_cardinality_error_2_unscaled": 292.63668334911404, "train_cardinality_error_3_unscaled": 292.58613722440145, "train_cardinality_error_4_unscaled": 292.68561477072905, "train_class_error_unscaled": 4.748126754673025, "train_loss_bbox_unscaled": 0.044777935999410975, "train_loss_bbox_0_unscaled": 0.05725840492942216, "train_loss_bbox_1_unscaled": 0.048875295151320844, "train_loss_bbox_2_unscaled": 0.046394876350938315, "train_loss_bbox_3_unscaled": 0.04556030075708383, "train_loss_bbox_4_unscaled": 0.045483079785399214, "train_loss_ce_unscaled": 0.16631408637203351, "train_loss_ce_0_unscaled": 0.22494008023748857, "train_loss_ce_1_unscaled": 0.19434894537725775, "train_loss_ce_2_unscaled": 0.18180255742231402, "train_loss_ce_3_unscaled": 0.17301397333666127, "train_loss_ce_4_unscaled": 0.16696724588378717, "train_loss_giou_unscaled": 0.28480235690594397, "train_loss_giou_0_unscaled": 0.3444624728421534, "train_loss_giou_1_unscaled": 0.303694821250192, "train_loss_giou_2_unscaled": 0.292045070434131, "train_loss_giou_3_unscaled": 0.2887821462195345, "train_loss_giou_4_unscaled": 0.2884722610888455, "test_class_error": 7.311184048271788, "test_loss": 7.5515801365763995, "test_loss_bbox": 0.21421246720959966, "test_loss_bbox_0": 0.27124840825700913, "test_loss_bbox_1": 0.2318460270524406, "test_loss_bbox_2": 0.2211108401941415, "test_loss_bbox_3": 0.2168476697735893, "test_loss_bbox_4": 0.21705776629166101, "test_loss_ce": 0.40263325680559053, "test_loss_ce_0": 0.49381306377081824, "test_loss_ce_1": 0.4460357182894271, "test_loss_ce_2": 0.42647025270012623, "test_loss_ce_3": 0.41377614852719413, "test_loss_ce_4": 0.4031630499294391, "test_loss_giou": 0.566951577179729, "test_loss_giou_0": 0.6940165126856904, "test_loss_giou_1": 0.604985429741704, "test_loss_giou_2": 0.5806152140751434, "test_loss_giou_3": 0.5732851117944565, "test_loss_giou_4": 0.5735116008752451, "test_cardinality_error_unscaled": 292.31649361022363, "test_cardinality_error_0_unscaled": 292.37879392971246, "test_cardinality_error_1_unscaled": 292.26976837060704, "test_cardinality_error_2_unscaled": 292.2523961661342, "test_cardinality_error_3_unscaled": 292.1886980830671, "test_cardinality_error_4_unscaled": 292.2859424920128, "test_class_error_unscaled": 7.311184048271788, "test_loss_bbox_unscaled": 0.04284249346096295, "test_loss_bbox_0_unscaled": 0.05424968177042069, "test_loss_bbox_1_unscaled": 0.046369205493801316, "test_loss_bbox_2_unscaled": 0.04422216803525774, "test_loss_bbox_3_unscaled": 0.0433695339820922, "test_loss_bbox_4_unscaled": 0.04341155320953447, "test_loss_ce_unscaled": 0.20131662840279527, "test_loss_ce_0_unscaled": 0.24690653188540912, "test_loss_ce_1_unscaled": 0.22301785914471356, "test_loss_ce_2_unscaled": 0.21323512635006311, "test_loss_ce_3_unscaled": 0.20688807426359707, "test_loss_ce_4_unscaled": 0.20158152496471954, "test_loss_giou_unscaled": 0.2834757885898645, "test_loss_giou_0_unscaled": 0.3470082563428452, "test_loss_giou_1_unscaled": 0.302492714870852, "test_loss_giou_2_unscaled": 0.2903076070375717, "test_loss_giou_3_unscaled": 0.28664255589722826, "test_loss_giou_4_unscaled": 0.28675580043762255, "test_coco_eval_bbox": [0.41807355174013044, 0.6311531207585027, 0.44086486526026225, 0.211466720403752, 0.46010549123781586, 0.6126772815718007, 0.3420798311819832, 0.5483808979781043, 0.5841786451525668, 0.3200712085367675, 0.647455925260478, 0.8270438260862712], "epoch": 46, "n_parameters": 58122794}
{"train_lr": 1.0000000000000546e-05, "train_class_error": 4.644865999746819, "train_loss": 7.238237735529513, "train_loss_bbox": 0.22256404743551902, "train_loss_bbox_0": 0.28519373150771904, "train_loss_bbox_1": 0.24302837723657242, "train_loss_bbox_2": 0.23108186290105465, "train_loss_bbox_3": 0.22653863974188687, "train_loss_bbox_4": 0.2263864210445117, "train_loss_ce": 0.3315319845685452, "train_loss_ce_0": 0.448249073993139, "train_loss_ce_1": 0.3877331138898761, "train_loss_ce_2": 0.36220651466727466, "train_loss_ce_3": 0.3449918727872821, "train_loss_ce_4": 0.33225647570613465, "train_loss_giou": 0.5680836628496155, "train_loss_giou_0": 0.6880768434202882, "train_loss_giou_1": 0.6054747635386526, "train_loss_giou_2": 0.58286605133395, "train_loss_giou_3": 0.5762069136807291, "train_loss_giou_4": 0.5757673948450952, "train_cardinality_error_unscaled": 292.70521101041527, "train_cardinality_error_0_unscaled": 292.8333981468957, "train_cardinality_error_1_unscaled": 292.6579872852698, "train_cardinality_error_2_unscaled": 292.65153692682264, "train_cardinality_error_3_unscaled": 292.54912586230216, "train_cardinality_error_4_unscaled": 292.67809076153117, "train_class_error_unscaled": 4.644865999746819, "train_loss_bbox_unscaled": 0.04451280950101128, "train_loss_bbox_0_unscaled": 0.057038746326234624, "train_loss_bbox_1_unscaled": 0.048605675434817905, "train_loss_bbox_2_unscaled": 0.04621637259880462, "train_loss_bbox_3_unscaled": 0.04530772795336593, "train_loss_bbox_4_unscaled": 0.04527728422044152, "train_loss_ce_unscaled": 0.1657659922842726, "train_loss_ce_0_unscaled": 0.2241245369965695, "train_loss_ce_1_unscaled": 0.19386655694493804, "train_loss_ce_2_unscaled": 0.18110325733363733, "train_loss_ce_3_unscaled": 0.17249593639364105, "train_loss_ce_4_unscaled": 0.16612823785306732, "train_loss_giou_unscaled": 0.28404183142480777, "train_loss_giou_0_unscaled": 0.3440384217101441, "train_loss_giou_1_unscaled": 0.3027373817693263, "train_loss_giou_2_unscaled": 0.291433025666975, "train_loss_giou_3_unscaled": 0.28810345684036454, "train_loss_giou_4_unscaled": 0.2878836974225476, "test_class_error": 7.335198694905534, "test_loss": 7.528736553253077, "test_loss_bbox": 0.214434577253299, "test_loss_bbox_0": 0.27064220535869415, "test_loss_bbox_1": 0.2301434095675191, "test_loss_bbox_2": 0.21992253428830888, "test_loss_bbox_3": 0.21622363537454758, "test_loss_bbox_4": 0.21697237402105485, "test_loss_ce": 0.4005262664141366, "test_loss_ce_0": 0.4918329089213484, "test_loss_ce_1": 0.44498852219063634, "test_loss_ce_2": 0.4249614801841041, "test_loss_ce_3": 0.4111383247394531, "test_loss_ce_4": 0.3999529773244462, "test_loss_giou": 0.5666906915533657, "test_loss_giou_0": 0.6930580652369478, "test_loss_giou_1": 0.6028859613421625, "test_loss_giou_2": 0.5788574775758262, "test_loss_giou_3": 0.5723453066981258, "test_loss_giou_4": 0.5731598463492652, "test_cardinality_error_unscaled": 292.00499201277955, "test_cardinality_error_0_unscaled": 292.20007987220447, "test_cardinality_error_1_unscaled": 291.9345047923323, "test_cardinality_error_2_unscaled": 291.9175319488818, "test_cardinality_error_3_unscaled": 291.7823482428115, "test_cardinality_error_4_unscaled": 291.88119009584665, "test_class_error_unscaled": 7.335198694905534, "test_loss_bbox_unscaled": 0.04288691553635338, "test_loss_bbox_0_unscaled": 0.054128441066978075, "test_loss_bbox_1_unscaled": 0.04602868186708647, "test_loss_bbox_2_unscaled": 0.043984506773158384, "test_loss_bbox_3_unscaled": 0.04324472705110574, "test_loss_bbox_4_unscaled": 0.043394474848247946, "test_loss_ce_unscaled": 0.2002631332070683, "test_loss_ce_0_unscaled": 0.2459164544606742, "test_loss_ce_1_unscaled": 0.22249426109531817, "test_loss_ce_2_unscaled": 0.21248074009205206, "test_loss_ce_3_unscaled": 0.20556916236972655, "test_loss_ce_4_unscaled": 0.1999764886622231, "test_loss_giou_unscaled": 0.28334534577668286, "test_loss_giou_0_unscaled": 0.3465290326184739, "test_loss_giou_1_unscaled": 0.3014429806710813, "test_loss_giou_2_unscaled": 0.2894287387879131, "test_loss_giou_3_unscaled": 0.2861726533490629, "test_loss_giou_4_unscaled": 0.2865799231746326, "test_coco_eval_bbox": [0.4178800043046853, 0.6312979484596405, 0.4414609799610335, 0.21356348033292877, 0.46017559571476563, 0.6111131666081061, 0.3411804511092822, 0.5481365970271419, 0.5833817953266168, 0.328100435387641, 0.6457702333527972, 0.8299337449917804], "epoch": 47, "n_parameters": 58122794}
{"train_lr": 1.0000000000000546e-05, "train_class_error": 4.619795649102943, "train_loss": 7.218565500525907, "train_loss_bbox": 0.22193307510175161, "train_loss_bbox_0": 0.2845902437913342, "train_loss_bbox_1": 0.2427352891531233, "train_loss_bbox_2": 0.2300989186507382, "train_loss_bbox_3": 0.22583903556108378, "train_loss_bbox_4": 0.22559484692503826, "train_loss_ce": 0.33018166130141835, "train_loss_ce_0": 0.44693304483242, "train_loss_ce_1": 0.38563629051441917, "train_loss_ce_2": 0.36122956652691607, "train_loss_ce_3": 0.34367407619223517, "train_loss_ce_4": 0.3313062382126538, "train_loss_giou": 0.5668738906101818, "train_loss_giou_0": 0.6869627042655514, "train_loss_giou_1": 0.6047178913272154, "train_loss_giou_2": 0.581247315677451, "train_loss_giou_3": 0.5748311791306465, "train_loss_giou_4": 0.5741802409047383, "train_cardinality_error_unscaled": 292.67858109022046, "train_cardinality_error_0_unscaled": 292.8145289463005, "train_cardinality_error_1_unscaled": 292.5734055863655, "train_cardinality_error_2_unscaled": 292.57545989449477, "train_cardinality_error_3_unscaled": 292.48292303530366, "train_cardinality_error_4_unscaled": 292.60471053699445, "train_class_error_unscaled": 4.619795649102943, "train_loss_bbox_unscaled": 0.04438661502407914, "train_loss_bbox_0_unscaled": 0.056918048746677274, "train_loss_bbox_1_unscaled": 0.04854705784508643, "train_loss_bbox_2_unscaled": 0.046019783732314384, "train_loss_bbox_3_unscaled": 0.04516780712758553, "train_loss_bbox_4_unscaled": 0.04511896940168655, "train_loss_ce_unscaled": 0.16509083065070917, "train_loss_ce_0_unscaled": 0.22346652241621, "train_loss_ce_1_unscaled": 0.19281814525720958, "train_loss_ce_2_unscaled": 0.18061478326345803, "train_loss_ce_3_unscaled": 0.17183703809611758, "train_loss_ce_4_unscaled": 0.1656531191063269, "train_loss_giou_unscaled": 0.2834369453050909, "train_loss_giou_0_unscaled": 0.3434813521327757, "train_loss_giou_1_unscaled": 0.3023589456636077, "train_loss_giou_2_unscaled": 0.2906236578387255, "train_loss_giou_3_unscaled": 0.28741558956532326, "train_loss_giou_4_unscaled": 0.28709012045236915, "test_class_error": 7.305881807979303, "test_loss": 7.550691111019244, "test_loss_bbox": 0.21378614722539824, "test_loss_bbox_0": 0.27069961867583825, "test_loss_bbox_1": 0.23118003174519766, "test_loss_bbox_2": 0.22045306880443621, "test_loss_bbox_3": 0.2172870646936063, "test_loss_bbox_4": 0.21698915568022684, "test_loss_ce": 0.403056031551224, "test_loss_ce_0": 0.4948703173440866, "test_loss_ce_1": 0.44497905643032, "test_loss_ce_2": 0.42647516636993177, "test_loss_ce_3": 0.412410920706039, "test_loss_ce_4": 0.40211200809326414, "test_loss_giou": 0.5677362499526515, "test_loss_giou_0": 0.6954707927025926, "test_loss_giou_1": 0.6050485064998602, "test_loss_giou_2": 0.5796810496158112, "test_loss_giou_3": 0.573813791663502, "test_loss_giou_4": 0.5746421294090466, "test_cardinality_error_unscaled": 292.1651357827476, "test_cardinality_error_0_unscaled": 292.27915335463257, "test_cardinality_error_1_unscaled": 292.05411341853033, "test_cardinality_error_2_unscaled": 292.0135782747604, "test_cardinality_error_3_unscaled": 292.0055910543131, "test_cardinality_error_4_unscaled": 292.1431709265176, "test_class_error_unscaled": 7.305881807979303, "test_loss_bbox_unscaled": 0.04275722933796267, "test_loss_bbox_0_unscaled": 0.05413992344714201, "test_loss_bbox_1_unscaled": 0.046236006352610104, "test_loss_bbox_2_unscaled": 0.04409061374660498, "test_loss_bbox_3_unscaled": 0.043457412919678244, "test_loss_bbox_4_unscaled": 0.04339783109676914, "test_loss_ce_unscaled": 0.201528015775612, "test_loss_ce_0_unscaled": 0.2474351586720433, "test_loss_ce_1_unscaled": 0.22248952821516, "test_loss_ce_2_unscaled": 0.21323758318496588, "test_loss_ce_3_unscaled": 0.2062054603530195, "test_loss_ce_4_unscaled": 0.20105600404663207, "test_loss_giou_unscaled": 0.28386812497632574, "test_loss_giou_0_unscaled": 0.3477353963512963, "test_loss_giou_1_unscaled": 0.3025242532499301, "test_loss_giou_2_unscaled": 0.2898405248079056, "test_loss_giou_3_unscaled": 0.286906895831751, "test_loss_giou_4_unscaled": 0.2873210647045233, "test_coco_eval_bbox": [0.4169522249516412, 0.6305667137141802, 0.439485637405735, 0.21884527056516148, 0.45808587448914906, 0.6073560326814686, 0.34047519245566554, 0.5490399041741555, 0.5840763383805789, 0.32926541182803876, 0.6449106237048405, 0.8274449948194195], "epoch": 48, "n_parameters": 58122794}
{"train_lr": 1.0000000000000546e-05, "train_class_error": 4.558651264958979, "train_loss": 7.20380304918453, "train_loss_bbox": 0.22206673548320915, "train_loss_bbox_0": 0.2842314279617193, "train_loss_bbox_1": 0.2422791779037259, "train_loss_bbox_2": 0.23000881968558148, "train_loss_bbox_3": 0.22593904563563288, "train_loss_bbox_4": 0.22566411047609544, "train_loss_ce": 0.32930764226787357, "train_loss_ce_0": 0.44547024912236266, "train_loss_ce_1": 0.38561116408087576, "train_loss_ce_2": 0.3601733275845266, "train_loss_ce_3": 0.3428211972857141, "train_loss_ce_4": 0.330371829306831, "train_loss_giou": 0.5654848172190418, "train_loss_giou_0": 0.685265912833724, "train_loss_giou_1": 0.6026744405108764, "train_loss_giou_2": 0.5800051544066712, "train_loss_giou_3": 0.5735289661540531, "train_loss_giou_4": 0.5728990273003679, "train_cardinality_error_unscaled": 292.7220089949953, "train_cardinality_error_0_unscaled": 292.83246821317465, "train_cardinality_error_1_unscaled": 292.6489162045178, "train_cardinality_error_2_unscaled": 292.62399398079265, "train_cardinality_error_3_unscaled": 292.5440450426079, "train_cardinality_error_4_unscaled": 292.6847524685513, "train_class_error_unscaled": 4.558651264958979, "train_loss_bbox_unscaled": 0.0444133471096423, "train_loss_bbox_0_unscaled": 0.05684628557873872, "train_loss_bbox_1_unscaled": 0.048455835598079144, "train_loss_bbox_2_unscaled": 0.04600176394936093, "train_loss_bbox_3_unscaled": 0.045187809121231014, "train_loss_bbox_4_unscaled": 0.04513282209622688, "train_loss_ce_unscaled": 0.16465382113393678, "train_loss_ce_0_unscaled": 0.22273512456118133, "train_loss_ce_1_unscaled": 0.19280558204043788, "train_loss_ce_2_unscaled": 0.1800866637922633, "train_loss_ce_3_unscaled": 0.17141059864285704, "train_loss_ce_4_unscaled": 0.1651859146534155, "train_loss_giou_unscaled": 0.2827424086095209, "train_loss_giou_0_unscaled": 0.342632956416862, "train_loss_giou_1_unscaled": 0.3013372202554382, "train_loss_giou_2_unscaled": 0.2900025772033356, "train_loss_giou_3_unscaled": 0.28676448307702657, "train_loss_giou_4_unscaled": 0.28644951365018395, "test_class_error": 7.1859324123151005, "test_loss": 7.5234580420838375, "test_loss_bbox": 0.2144685967471272, "test_loss_bbox_0": 0.26808484198567206, "test_loss_bbox_1": 0.23038337929561115, "test_loss_bbox_2": 0.2206535060851338, "test_loss_bbox_3": 0.21715146693558737, "test_loss_bbox_4": 0.21743440113890286, "test_loss_ce": 0.40083257277933554, "test_loss_ce_0": 0.49377693592930755, "test_loss_ce_1": 0.4427493007038348, "test_loss_ce_2": 0.42533381240436446, "test_loss_ce_3": 0.4113396097200747, "test_loss_ce_4": 0.40138630854626434, "test_loss_giou": 0.5661648474752713, "test_loss_giou_0": 0.6874336699327341, "test_loss_giou_1": 0.602611807302926, "test_loss_giou_2": 0.5788866669986956, "test_loss_giou_3": 0.5722968156535786, "test_loss_giou_4": 0.5724694584124386, "test_cardinality_error_unscaled": 292.3200878594249, "test_cardinality_error_0_unscaled": 292.3284744408946, "test_cardinality_error_1_unscaled": 292.1815095846645, "test_cardinality_error_2_unscaled": 292.23841853035145, "test_cardinality_error_3_unscaled": 292.13937699680514, "test_cardinality_error_4_unscaled": 292.30750798722045, "test_class_error_unscaled": 7.1859324123151005, "test_loss_bbox_unscaled": 0.042893719427977886, "test_loss_bbox_0_unscaled": 0.05361696842093818, "test_loss_bbox_1_unscaled": 0.046076675775809026, "test_loss_bbox_2_unscaled": 0.04413070127415581, "test_loss_bbox_3_unscaled": 0.04343029340139974, "test_loss_bbox_4_unscaled": 0.043486880156369256, "test_loss_ce_unscaled": 0.20041628638966777, "test_loss_ce_0_unscaled": 0.24688846796465377, "test_loss_ce_1_unscaled": 0.2213746503519174, "test_loss_ce_2_unscaled": 0.21266690620218223, "test_loss_ce_3_unscaled": 0.20566980486003736, "test_loss_ce_4_unscaled": 0.20069315427313217, "test_loss_giou_unscaled": 0.28308242373763565, "test_loss_giou_0_unscaled": 0.34371683496636707, "test_loss_giou_1_unscaled": 0.301305903651463, "test_loss_giou_2_unscaled": 0.2894433334993478, "test_loss_giou_3_unscaled": 0.2861484078267893, "test_loss_giou_4_unscaled": 0.2862347292062193, "test_coco_eval_bbox": [0.417965164561609, 0.6321254782314203, 0.4390019116746989, 0.22068675569445015, 0.4591425845679964, 0.6094106670622405, 0.33974211312489905, 0.5494644345291093, 0.5849903189449834, 0.3312141539503436, 0.6477457589224686, 0.827495157811502], "epoch": 49, "n_parameters": 58122794}