1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253545556575859606162636465666768697071727374757677787980818283848586878889909192939495969798991001011021031041051061071081091101111121131141151161171181191201211221231241251261271281291301311321331341351361371381391401411421431441451461471481491501511521531541551561571581591601611621631641651661671681691701711721731741751761771781791801811821831841851861871881891901911921931941951961971981992002012022032042052062072082092102112122132142152162172182192202212222232242252262272282292302312322332342352362372382392402412422432442452462472482492502512522532542552562572582592602612622632642652662672682692702712722732742752762772782792802812822832842852862872882892902912922932942952962972982993003013023033043053063073083093103113123133143153163173183193203213223233243253263273283293303313323333343353363373383393403413423433443453463473483493503513523533543553563573583593603613623633643653663673683693703713723733743753763773783793803813823833843853863873883893903913923933943953963973983994004014024034044054064074084094104114124134144154164174184194204214224234244254264274284294304314324334344354364374384394404414424434444454464474484494504514524534544554564574584594604614624634644654664674684694704714724734744754764774784794804814824834844854864874884894904914924934944954964974984995005015025035045055065075085095105115125135145155165175185195205215225235245255265275285295305315325335345355365375385395405415425435445455465475485495505515525535545555565575585595605615625635645655665675685695705715725735745755765775785795805815825835845855865875885895905915925935945955965975985996006016026036046056066076086096106116126136146156166176186196206216226236246256266276286296306316326336346356366376386396406416426436446456466476486496506516526536546556566576586596606616626636646656666676686696706716726736746756766776786796806816826836846856866876886896906916926936946956966976986997007017027037047057067077087097107117127137147157167177187197207217227237247257267277287297307317327337347357367377387397407417427437447457467477487497507517527537547557567577587597607617627637647657667677687697707717727737747757767777787797807817827837847857867877887897907917927937947957967977987998008018028038048058068078088098108118128138148158168178188198208218228238248258268278288298308318328338348358368378388398408418428438448458468478488498508518528538548558568578588598608618628638648658668678688698708718728738748758768778788798808818828838848858868878888898908918928938948958968978988999009019029039049059069079089099109119129139149159169179189199209219229239249259269279289299309319329339349359369379389399409419429439449459469479489499509519529539549559569579589599609619629639649659669679689699709719729739749759769779789799809819829839849859869879889899909919929939949959969979989991000 |
- {"base_lr": 1.0195097548774385e-05, "lr": 1.0195097548774378e-06, "data_time": 0.25384815692901613, "loss": 1134.3609582519532, "loss_cls": 71.80237203598023, "loss_bbox": 2.4138017201423647, "loss_iou": 3.504229440689087, "d0.loss_cls": 130.24960105895997, "d0.loss_bbox": 2.370750665664673, "d0.loss_iou": 3.494491791725159, "d1.loss_cls": 111.51215049743652, "d1.loss_bbox": 2.3552540707588197, "d1.loss_iou": 3.4927375507354737, "enc_loss_cls": 770.6760848999023, "enc_loss_bbox": 1.66680734872818, "enc_loss_iou": 2.760613045692444, "dn_loss_cls": 17.714085779190064, "dn_loss_bbox": 0.21725196063518523, "dn_loss_iou": 1.3866108059883118, "d0.dn_loss_cls": 2.0097593522071837, "d0.dn_loss_bbox": 0.2176106509566307, "d0.dn_loss_iou": 1.3867546010017395, "d1.dn_loss_cls": 3.5258609366416933, "d1.dn_loss_bbox": 0.21742873668670654, "d1.dn_loss_iou": 1.3867022466659547, "time": 0.6181376314163208, "epoch": 1, "iter": 50, "memory": 7298, "step": 50}
- {"coco/bbox_mAP": 0.0, "coco/bbox_mAP_50": 0.0, "coco/bbox_mAP_75": 0.0, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.003, "coco/bbox_mAP_l": 0.0, "data_time": 0.026860499382019044, "time": 0.05180988311767578, "step": 1}
- {"base_lr": 2.4987693846923462e-05, "lr": 2.4987693846923457e-06, "data_time": 0.26721094608306883, "loss": 92.64205581665038, "loss_cls": 3.336625566482544, "loss_bbox": 1.8954444587230683, "loss_iou": 3.1463278913497925, "d0.loss_cls": 20.506771936416627, "d0.loss_bbox": 2.6181854486465452, "d0.loss_iou": 3.5910740327835082, "d1.loss_cls": 3.507809920310974, "d1.loss_bbox": 1.862677505016327, "d1.loss_iou": 3.2334828186035156, "enc_loss_cls": 34.477317581176756, "enc_loss_bbox": 1.5329915046691895, "enc_loss_iou": 2.5839332914352418, "dn_loss_cls": 2.773434805870056, "dn_loss_bbox": 0.20880372554063797, "dn_loss_iou": 1.379438464641571, "d0.dn_loss_cls": 1.6752353501319885, "d0.dn_loss_bbox": 0.21241734206676482, "d0.dn_loss_iou": 1.3825706100463868, "d1.dn_loss_cls": 1.1262437558174134, "d1.dn_loss_bbox": 0.21025930851697922, "d1.dn_loss_iou": 1.3810081171989441, "time": 0.6534264183044434, "epoch": 2, "iter": 124, "memory": 7298, "step": 124}
- {"coco/bbox_mAP": 0.0, "coco/bbox_mAP_50": 0.001, "coco/bbox_mAP_75": 0.0, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.0, "coco/bbox_mAP_l": 0.001, "data_time": 0.030570268630981445, "time": 0.049347270618785515, "step": 2}
- {"base_lr": 3.978029014507252e-05, "lr": 3.978029014507252e-06, "data_time": 0.29576189994812013, "loss": 26.5570157623291, "loss_cls": 0.32963991925120356, "loss_bbox": 0.9996071815490722, "loss_iou": 2.706423840522766, "d0.loss_cls": 0.27401109859347345, "d0.loss_bbox": 1.0544918763637543, "d0.loss_iou": 2.816122727394104, "d1.loss_cls": 0.12791689328849315, "d1.loss_bbox": 1.1599041295051575, "d1.loss_iou": 2.9677371263504027, "enc_loss_cls": 2.7788449811935423, "enc_loss_bbox": 0.7812481486797332, "enc_loss_iou": 2.2838352346420288, "dn_loss_cls": 1.5436375522613526, "dn_loss_bbox": 0.215256230533123, "dn_loss_iou": 1.3801260423660278, "d0.dn_loss_cls": 1.0744262385368346, "d0.dn_loss_bbox": 0.21566042721271514, "d0.dn_loss_iou": 1.379499831199646, "d1.dn_loss_cls": 0.8786395359039306, "d1.dn_loss_bbox": 0.21493397384881974, "d1.dn_loss_iou": 1.3750528573989869, "time": 0.6446505832672119, "epoch": 3, "iter": 198, "memory": 7298, "step": 198}
- {"coco/bbox_mAP": 0.001, "coco/bbox_mAP_50": 0.007, "coco/bbox_mAP_75": 0.0, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.0, "coco/bbox_mAP_l": 0.002, "data_time": 0.024720733815973454, "time": 0.04098320007324219, "step": 3}
- {"base_lr": 5.457288644322163e-05, "lr": 5.457288644322164e-06, "data_time": 0.2704786205291748, "loss": 22.54068492889404, "loss_cls": 0.2274177585542202, "loss_bbox": 0.9156195008754731, "loss_iou": 2.6037720108032225, "d0.loss_cls": 0.1573204106837511, "d0.loss_bbox": 0.968654432296753, "d0.loss_iou": 2.785773096084595, "d1.loss_cls": 0.13198486637324094, "d1.loss_bbox": 1.0361265575885772, "d1.loss_iou": 2.852273817062378, "enc_loss_cls": 1.0222934019565582, "enc_loss_bbox": 0.5731479430198669, "enc_loss_iou": 2.115267837047577, "dn_loss_cls": 0.9222576224803924, "dn_loss_bbox": 0.21286230474710466, "dn_loss_iou": 1.365877161026001, "d0.dn_loss_cls": 0.7486634695529938, "d0.dn_loss_bbox": 0.21009110569953918, "d0.dn_loss_iou": 1.3653401684761048, "d1.dn_loss_cls": 0.7502444136142731, "d1.dn_loss_bbox": 0.21214534044265748, "d1.dn_loss_iou": 1.3635515880584717, "time": 0.6501654815673829, "epoch": 4, "iter": 272, "memory": 7298, "step": 272}
- {"coco/bbox_mAP": 0.0, "coco/bbox_mAP_50": 0.0, "coco/bbox_mAP_75": 0.0, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.0, "coco/bbox_mAP_l": 0.0, "data_time": 0.02412191304293546, "time": 0.040538419376720085, "step": 4}
- {"base_lr": 6.936548274137069e-05, "lr": 6.936548274137074e-06, "data_time": 0.26655646800994875, "loss": 20.880604362487794, "loss_cls": 0.1922040930390358, "loss_bbox": 0.8460925799608231, "loss_iou": 2.5258249139785764, "d0.loss_cls": 0.17205708742141723, "d0.loss_bbox": 0.935181941986084, "d0.loss_iou": 2.7214090967178346, "d1.loss_cls": 0.14573162741959095, "d1.loss_bbox": 0.9296269118785858, "d1.loss_iou": 2.675741353034973, "enc_loss_cls": 0.542308891415596, "enc_loss_bbox": 0.5030407726764679, "enc_loss_iou": 2.0257240414619444, "dn_loss_cls": 0.7009751844406128, "dn_loss_bbox": 0.2163063842058182, "dn_loss_iou": 1.3527445268630982, "d0.dn_loss_cls": 0.6081851035356521, "d0.dn_loss_bbox": 0.21657425105571748, "d0.dn_loss_iou": 1.3518343138694764, "d1.dn_loss_cls": 0.6495181965827942, "d1.dn_loss_bbox": 0.21770533114671708, "d1.dn_loss_iou": 1.35181804895401, "time": 0.6451303768157959, "epoch": 5, "iter": 346, "memory": 7298, "step": 346}
- {"coco/bbox_mAP": 0.0, "coco/bbox_mAP_50": 0.0, "coco/bbox_mAP_75": 0.0, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.0, "coco/bbox_mAP_l": 0.0, "data_time": 0.028233614834872158, "time": 0.048487945036454635, "step": 5}
- {"base_lr": 8.415807903951979e-05, "lr": 8.415807903951988e-06, "data_time": 0.2801745700836182, "loss": 19.46603469848633, "loss_cls": 0.18529628798365594, "loss_bbox": 0.7727658402919769, "loss_iou": 2.3378780627250673, "d0.loss_cls": 0.17518004573881626, "d0.loss_bbox": 0.8768196451663971, "d0.loss_iou": 2.559723024368286, "d1.loss_cls": 0.16342905312776565, "d1.loss_bbox": 0.8606456422805786, "d1.loss_iou": 2.4520294570922854, "enc_loss_cls": 0.37300154626369475, "enc_loss_bbox": 0.4570804214477539, "enc_loss_iou": 1.930371811389923, "dn_loss_cls": 0.561583799123764, "dn_loss_bbox": 0.2045067337155342, "dn_loss_iou": 1.365397448539734, "d0.dn_loss_cls": 0.5126304262876511, "d0.dn_loss_bbox": 0.20875584781169892, "d0.dn_loss_iou": 1.3612943887710571, "d1.dn_loss_cls": 0.541180373430252, "d1.dn_loss_bbox": 0.2060215377807617, "d1.dn_loss_iou": 1.3604436588287354, "time": 0.6360922574996948, "epoch": 6, "iter": 420, "memory": 7298, "step": 420}
- {"coco/bbox_mAP": 0.0, "coco/bbox_mAP_50": 0.0, "coco/bbox_mAP_75": 0.0, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.0, "coco/bbox_mAP_l": 0.0, "data_time": 0.02576964551752264, "time": 0.04397591677579013, "step": 6}
- {"base_lr": 9.895067533766882e-05, "lr": 9.895067533766903e-06, "data_time": 0.29864671707153323, "loss": 18.596786918640138, "loss_cls": 0.21523318350315093, "loss_bbox": 0.6969504070281982, "loss_iou": 2.236305332183838, "d0.loss_cls": 0.18825689025223255, "d0.loss_bbox": 0.8202502310276032, "d0.loss_iou": 2.4184504628181456, "d1.loss_cls": 0.18209975346922874, "d1.loss_bbox": 0.7697282212972641, "d1.loss_iou": 2.337414946556091, "enc_loss_cls": 0.32099679052829744, "enc_loss_bbox": 0.44824290454387666, "enc_loss_iou": 1.8784819412231446, "dn_loss_cls": 0.4811356699466705, "dn_loss_bbox": 0.2009615856409073, "dn_loss_iou": 1.3500404715538026, "d0.dn_loss_cls": 0.45532818913459777, "d0.dn_loss_bbox": 0.20528871893882752, "d0.dn_loss_iou": 1.3500642991065979, "d1.dn_loss_cls": 0.4922653043270111, "d1.dn_loss_bbox": 0.20226045906543733, "d1.dn_loss_iou": 1.3470315885543824, "time": 0.6771396827697754, "epoch": 7, "iter": 494, "memory": 7298, "step": 494}
- {"coco/bbox_mAP": 0.0, "coco/bbox_mAP_50": 0.0, "coco/bbox_mAP_75": 0.0, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.0, "coco/bbox_mAP_l": 0.0, "data_time": 0.02412516420537775, "time": 0.03949581493030895, "step": 7}
- {"base_lr": 0.00011374327163581781, "lr": 1.1374327163581811e-05, "data_time": 0.26890380859375, "loss": 17.973124389648437, "loss_cls": 0.24177867025136948, "loss_bbox": 0.6391500228643417, "loss_iou": 2.121166625022888, "d0.loss_cls": 0.19235314503312112, "d0.loss_bbox": 0.7477114534378052, "d0.loss_iou": 2.3222388315200804, "d1.loss_cls": 0.19721961691975592, "d1.loss_bbox": 0.7209492695331573, "d1.loss_iou": 2.270530254840851, "enc_loss_cls": 0.30753552585840227, "enc_loss_bbox": 0.41534939587116243, "enc_loss_iou": 1.8214926052093505, "dn_loss_cls": 0.4544180923700333, "dn_loss_bbox": 0.20226545840501786, "dn_loss_iou": 1.3628884363174438, "d0.dn_loss_cls": 0.40931529104709624, "d0.dn_loss_bbox": 0.20413850963115693, "d0.dn_loss_iou": 1.3524370074272156, "d1.dn_loss_cls": 0.43181643426418304, "d1.dn_loss_bbox": 0.20288452804088591, "d1.dn_loss_iou": 1.3554850459098815, "time": 0.6348300504684449, "epoch": 8, "iter": 568, "memory": 7298, "step": 568}
- {"coco/bbox_mAP": 0.0, "coco/bbox_mAP_50": 0.0, "coco/bbox_mAP_75": 0.0, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.003, "coco/bbox_mAP_l": 0.0, "data_time": 0.024226665496826172, "time": 0.0419190146706321, "step": 8}
- {"base_lr": 0.0001285358679339668, "lr": 1.2853586793396714e-05, "data_time": 0.293626594543457, "loss": 17.286521015167235, "loss_cls": 0.23870668113231658, "loss_bbox": 0.586604825258255, "loss_iou": 2.0258408427238463, "d0.loss_cls": 0.22217100203037263, "d0.loss_bbox": 0.6755310916900634, "d0.loss_iou": 2.2162942552566527, "d1.loss_cls": 0.22505659207701684, "d1.loss_bbox": 0.6700364238023758, "d1.loss_iou": 2.171934094429016, "enc_loss_cls": 0.3096437355875969, "enc_loss_bbox": 0.3894639921188354, "enc_loss_iou": 1.7556021118164062, "dn_loss_cls": 0.41213427126407626, "dn_loss_bbox": 0.19636798083782195, "dn_loss_iou": 1.3245093512535095, "d0.dn_loss_cls": 0.3907909816503525, "d0.dn_loss_bbox": 0.20027619749307632, "d0.dn_loss_iou": 1.3337696671485901, "d1.dn_loss_cls": 0.4184173858165741, "d1.dn_loss_bbox": 0.19837506741285324, "d1.dn_loss_iou": 1.3249944281578063, "time": 0.6821339988708496, "epoch": 9, "iter": 642, "memory": 7298, "step": 642}
- {"coco/bbox_mAP": 0.0, "coco/bbox_mAP_50": 0.0, "coco/bbox_mAP_75": 0.0, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.0, "coco/bbox_mAP_l": 0.0, "data_time": 0.023392764004794033, "time": 0.04028266126459295, "step": 9}
- {"base_lr": 0.00014332846423211558, "lr": 1.4332846423211617e-05, "data_time": 0.28289365768432617, "loss": 16.827901592254637, "loss_cls": 0.25854046642780304, "loss_bbox": 0.5560409843921661, "loss_iou": 1.9602537178993225, "d0.loss_cls": 0.2190116372704506, "d0.loss_bbox": 0.6197256934642792, "d0.loss_iou": 2.1103730988502503, "d1.loss_cls": 0.23627260491251945, "d1.loss_bbox": 0.6198213362693786, "d1.loss_iou": 2.090950298309326, "enc_loss_cls": 0.3014477026462555, "enc_loss_bbox": 0.3881878519058228, "enc_loss_iou": 1.7226122212409973, "dn_loss_cls": 0.37934154629707334, "dn_loss_bbox": 0.2013467112183571, "dn_loss_iou": 1.3337877988815308, "d0.dn_loss_cls": 0.36979720056056975, "d0.dn_loss_bbox": 0.20503059446811675, "d0.dn_loss_iou": 1.3339524459838867, "d1.dn_loss_cls": 0.38847522795200345, "d1.dn_loss_bbox": 0.20256174832582474, "d1.dn_loss_iou": 1.3303707480430602, "time": 0.6546093320846558, "epoch": 10, "iter": 716, "memory": 7298, "step": 716}
- {"coco/bbox_mAP": 0.006, "coco/bbox_mAP_50": 0.031, "coco/bbox_mAP_75": 0.0, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.006, "coco/bbox_mAP_l": 0.0, "data_time": 0.026882973584261807, "time": 0.045104048468849876, "step": 10}
- {"base_lr": 0.00015812106053026448, "lr": 1.5812106053026533e-05, "data_time": 0.29338058948516843, "loss": 16.143555603027345, "loss_cls": 0.3151570776104927, "loss_bbox": 0.4515267693996429, "loss_iou": 1.828703022003174, "d0.loss_cls": 0.25433333456516266, "d0.loss_bbox": 0.5264570021629333, "d0.loss_iou": 2.0043009185791014, "d1.loss_cls": 0.2882806786894798, "d1.loss_bbox": 0.5185204422473908, "d1.loss_iou": 1.949336040019989, "enc_loss_cls": 0.3640578353404999, "enc_loss_bbox": 0.3355351722240448, "enc_loss_iou": 1.6245011043548585, "dn_loss_cls": 0.3661356520652771, "dn_loss_bbox": 0.1952323615550995, "dn_loss_iou": 1.3279163479804992, "d0.dn_loss_cls": 0.3702794027328491, "d0.dn_loss_bbox": 0.19756214410066605, "d0.dn_loss_iou": 1.328902578353882, "d1.dn_loss_cls": 0.3767672109603882, "d1.dn_loss_bbox": 0.1960868701338768, "d1.dn_loss_iou": 1.3239636158943175, "time": 0.6657741928100586, "epoch": 11, "iter": 790, "memory": 7298, "step": 790}
- {"coco/bbox_mAP": 0.002, "coco/bbox_mAP_50": 0.018, "coco/bbox_mAP_75": 0.0, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.003, "coco/bbox_mAP_l": 0.001, "data_time": 0.024433937939730557, "time": 0.042407686060125176, "step": 11}
- {"base_lr": 0.0001729136568284134, "lr": 1.729136568284144e-05, "data_time": 0.28979103088378905, "loss": 15.606315307617187, "loss_cls": 0.339632288813591, "loss_bbox": 0.3995670223236084, "loss_iou": 1.7155489897727967, "d0.loss_cls": 0.26767279773950575, "d0.loss_bbox": 0.4702857381105423, "d0.loss_iou": 1.9011692905426025, "d1.loss_cls": 0.30660880625247955, "d1.loss_bbox": 0.46934265285730364, "d1.loss_iou": 1.8642397689819337, "enc_loss_cls": 0.36947953164577485, "enc_loss_bbox": 0.3190425729751587, "enc_loss_iou": 1.5833632373809814, "dn_loss_cls": 0.3531099838018417, "dn_loss_bbox": 0.19231899589300155, "dn_loss_iou": 1.3094727110862732, "d0.dn_loss_cls": 0.3532095754146576, "d0.dn_loss_bbox": 0.19897938013076782, "d0.dn_loss_iou": 1.3210223746299743, "d1.dn_loss_cls": 0.36690333783626555, "d1.dn_loss_bbox": 0.19465722084045411, "d1.dn_loss_iou": 1.310688977241516, "time": 0.6626374626159668, "epoch": 12, "iter": 864, "memory": 7298, "step": 864}
- {"coco/bbox_mAP": 0.005, "coco/bbox_mAP_50": 0.014, "coco/bbox_mAP_75": 0.0, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.027, "coco/bbox_mAP_l": 0.001, "data_time": 0.025332732634110885, "time": 0.04089587385004217, "step": 12}
- {"base_lr": 0.00018770625312656219, "lr": 1.8770625312656342e-05, "data_time": 0.2992815446853638, "loss": 15.311465339660645, "loss_cls": 0.3885981422662735, "loss_bbox": 0.38787533819675446, "loss_iou": 1.6335522055625915, "d0.loss_cls": 0.2932882389426231, "d0.loss_bbox": 0.449258428812027, "d0.loss_iou": 1.8217015767097473, "d1.loss_cls": 0.3508529633283615, "d1.loss_bbox": 0.43471003413200376, "d1.loss_iou": 1.7634620261192322, "enc_loss_cls": 0.3898078525066376, "enc_loss_bbox": 0.30869802802801133, "enc_loss_iou": 1.5396325778961182, "dn_loss_cls": 0.3532936584949493, "dn_loss_bbox": 0.19774755865335464, "dn_loss_iou": 1.291817672252655, "d0.dn_loss_cls": 0.344649453163147, "d0.dn_loss_bbox": 0.2023793151974678, "d0.dn_loss_iou": 1.3104012775421143, "d1.dn_loss_cls": 0.35821624398231505, "d1.dn_loss_bbox": 0.1982183662056923, "d1.dn_loss_iou": 1.2933043313026429, "time": 0.6693159818649292, "epoch": 13, "iter": 938, "memory": 7298, "step": 938}
- {"coco/bbox_mAP": 0.004, "coco/bbox_mAP_50": 0.026, "coco/bbox_mAP_75": 0.0, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.033, "coco/bbox_mAP_l": 0.003, "data_time": 0.030755844983187588, "time": 0.050273223356767135, "step": 13}
- {"base_lr": 0.0002024988494247112, "lr": 2.024988494247124e-05, "data_time": 0.29065350532531736, "loss": 14.722686748504639, "loss_cls": 0.45001563549041745, "loss_bbox": 0.31326735198497774, "loss_iou": 1.4826583695411681, "d0.loss_cls": 0.3136861905455589, "d0.loss_bbox": 0.401333147585392, "d0.loss_iou": 1.7278477358818054, "d1.loss_cls": 0.37208545714616775, "d1.loss_bbox": 0.3746257722377777, "d1.loss_iou": 1.6572622179985046, "enc_loss_cls": 0.43098365485668183, "enc_loss_bbox": 0.2745155093073845, "enc_loss_iou": 1.4493564748764038, "dn_loss_cls": 0.35853873670101166, "dn_loss_bbox": 0.18735219538211823, "dn_loss_iou": 1.2787388682365417, "d0.dn_loss_cls": 0.34496419787406923, "d0.dn_loss_bbox": 0.19269577115774156, "d0.dn_loss_iou": 1.2915492248535156, "d1.dn_loss_cls": 0.3562694442272186, "d1.dn_loss_bbox": 0.18771063297986984, "d1.dn_loss_iou": 1.2772301197052003, "time": 0.6498514699935913, "epoch": 14, "iter": 1012, "memory": 7298, "step": 1012}
- {"coco/bbox_mAP": 0.027, "coco/bbox_mAP_50": 0.08, "coco/bbox_mAP_75": 0.0, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.05, "coco/bbox_mAP_l": 0.024, "data_time": 0.02744457938454368, "time": 0.04839485341852361, "step": 14}
- {"base_lr": 0.00021729144572285992, "lr": 2.172914457228614e-05, "data_time": 0.30426275730133057, "loss": 14.333766059875488, "loss_cls": 0.5024106687307358, "loss_bbox": 0.2623994469642639, "loss_iou": 1.3375933456420899, "d0.loss_cls": 0.4302962225675583, "d0.loss_bbox": 0.3191836658120155, "d0.loss_iou": 1.536506667137146, "d1.loss_cls": 0.5734421169757843, "d1.loss_bbox": 0.31857196778059005, "d1.loss_iou": 1.4960019063949586, "enc_loss_cls": 0.5123831462860108, "enc_loss_bbox": 0.2308272162079811, "enc_loss_iou": 1.2990869355201722, "dn_loss_cls": 0.36049855351448057, "dn_loss_bbox": 0.18894653290510177, "dn_loss_iou": 1.2465600705146789, "d0.dn_loss_cls": 0.36978193402290344, "d0.dn_loss_bbox": 0.1927746769785881, "d0.dn_loss_iou": 1.2697462964057922, "d1.dn_loss_cls": 0.45298373520374297, "d1.dn_loss_bbox": 0.1887906837463379, "d1.dn_loss_iou": 1.2449802136421204, "time": 0.6695659971237182, "epoch": 15, "iter": 1086, "memory": 7298, "step": 1086}
- {"coco/bbox_mAP": 0.048, "coco/bbox_mAP_50": 0.143, "coco/bbox_mAP_75": 0.003, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.083, "coco/bbox_mAP_l": 0.032, "data_time": 0.022967642003839665, "time": 0.04026150703430176, "step": 15}
- {"base_lr": 0.00023208404202100906, "lr": 2.3208404202101076e-05, "data_time": 0.2589389657974243, "loss": 13.624760074615478, "loss_cls": 0.5349250996112823, "loss_bbox": 0.23367830991744995, "loss_iou": 1.2581979191303254, "d0.loss_cls": 0.43260773599147795, "d0.loss_bbox": 0.27898081839084626, "d0.loss_iou": 1.4498464107513427, "d1.loss_cls": 0.48070755988359454, "d1.loss_bbox": 0.2733443531394005, "d1.loss_iou": 1.38274258852005, "enc_loss_cls": 0.5444829595088959, "enc_loss_bbox": 0.21183977007865906, "enc_loss_iou": 1.2342944157123565, "dn_loss_cls": 0.3614910811185837, "dn_loss_bbox": 0.1828020241856575, "dn_loss_iou": 1.21710782289505, "d0.dn_loss_cls": 0.3559143817424774, "d0.dn_loss_bbox": 0.1872348541021347, "d0.dn_loss_iou": 1.2415497970581055, "d1.dn_loss_cls": 0.36498788356781003, "d1.dn_loss_bbox": 0.18217902183532714, "d1.dn_loss_iou": 1.2158451318740844, "time": 0.6237998294830323, "epoch": 16, "iter": 1160, "memory": 7298, "step": 1160}
- {"coco/bbox_mAP": 0.058, "coco/bbox_mAP_50": 0.232, "coco/bbox_mAP_75": 0.007, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.107, "coco/bbox_mAP_l": 0.064, "data_time": 0.025025779550725765, "time": 0.04033142870122736, "step": 16}
- {"base_lr": 0.0002468766383191581, "lr": 2.4687663831915987e-05, "data_time": 0.2938577795028687, "loss": 13.479811954498292, "loss_cls": 0.5330076086521148, "loss_bbox": 0.23599459618330001, "loss_iou": 1.2354940056800843, "d0.loss_cls": 0.4216799736022949, "d0.loss_bbox": 0.28169973820447924, "d0.loss_iou": 1.4073112297058106, "d1.loss_cls": 0.4945009690523148, "d1.loss_bbox": 0.26285753548145296, "d1.loss_iou": 1.3356320667266846, "enc_loss_cls": 0.5462543541193008, "enc_loss_bbox": 0.21992117226123808, "enc_loss_iou": 1.2201195311546327, "dn_loss_cls": 0.3612270194292069, "dn_loss_bbox": 0.18827152937650682, "dn_loss_iou": 1.198735375404358, "d0.dn_loss_cls": 0.35596627831459043, "d0.dn_loss_bbox": 0.19418561697006226, "d0.dn_loss_iou": 1.2286806154251098, "d1.dn_loss_cls": 0.3727383863925934, "d1.dn_loss_bbox": 0.18777528196573257, "d1.dn_loss_iou": 1.1977590942382812, "time": 0.6501116943359375, "epoch": 17, "iter": 1234, "memory": 7298, "step": 1234}
- {"coco/bbox_mAP": 0.034, "coco/bbox_mAP_50": 0.146, "coco/bbox_mAP_75": 0.0, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.062, "coco/bbox_mAP_l": 0.026, "data_time": 0.02424023368141868, "time": 0.041135852987116035, "step": 17}
- {"base_lr": 0.00026166923461730694, "lr": 2.6166923461730895e-05, "data_time": 0.28892693519592283, "loss": 18.75864345550537, "loss_cls": 1.1919233296300435, "loss_bbox": 0.8559953233599663, "loss_iou": 2.057833180427551, "d0.loss_cls": 0.4464392560720444, "d0.loss_bbox": 0.2514560666680336, "d0.loss_iou": 1.3515341079235077, "d1.loss_cls": 1.0806665182113648, "d1.loss_bbox": 0.2516663625836372, "d1.loss_iou": 1.2857593774795533, "enc_loss_cls": 0.5834219491481781, "enc_loss_bbox": 0.1887274432182312, "enc_loss_iou": 1.1444946455955505, "dn_loss_cls": 2.8784046560525893, "dn_loss_bbox": 0.1740734964609146, "dn_loss_iou": 1.1741551399230956, "d0.dn_loss_cls": 0.3670069819688797, "d0.dn_loss_bbox": 0.177993004322052, "d0.dn_loss_iou": 1.1943589496612548, "d1.dn_loss_cls": 0.759892703294754, "d1.dn_loss_bbox": 0.1731602182984352, "d1.dn_loss_iou": 1.1696807050704956, "time": 0.6736187314987183, "epoch": 18, "iter": 1308, "memory": 7298, "step": 1308}
- {"coco/bbox_mAP": 0.046, "coco/bbox_mAP_50": 0.154, "coco/bbox_mAP_75": 0.003, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.098, "coco/bbox_mAP_l": 0.077, "data_time": 0.028621088374744762, "time": 0.045742251656272194, "step": 18}
- {"base_lr": 0.00027646183091545567, "lr": 2.7646183091545813e-05, "data_time": 0.3011054706573486, "loss": 12.845019989013672, "loss_cls": 0.669381822347641, "loss_bbox": 0.20083322763442993, "loss_iou": 1.0657713532447814, "d0.loss_cls": 0.5065596038103104, "d0.loss_bbox": 0.22924135893583297, "d0.loss_iou": 1.231320263147354, "d1.loss_cls": 0.5824385273456574, "d1.loss_bbox": 0.2131510603427887, "d1.loss_iou": 1.1574249458312988, "enc_loss_cls": 0.5970345371961594, "enc_loss_bbox": 0.19026683300733566, "enc_loss_iou": 1.0829439079761505, "dn_loss_cls": 0.4182061582803726, "dn_loss_bbox": 0.17060438573360442, "dn_loss_iou": 1.1199515342712403, "d0.dn_loss_cls": 0.3864779037237167, "d0.dn_loss_bbox": 0.17692993342876434, "d0.dn_loss_iou": 1.1547186732292176, "d1.dn_loss_cls": 0.4031137502193451, "d1.dn_loss_bbox": 0.1701969400048256, "d1.dn_loss_iou": 1.1184531784057616, "time": 0.699207158088684, "epoch": 19, "iter": 1382, "memory": 7298, "step": 1382}
- {"coco/bbox_mAP": 0.048, "coco/bbox_mAP_50": 0.177, "coco/bbox_mAP_75": 0.003, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.123, "coco/bbox_mAP_l": 0.05, "data_time": 0.02625686472112482, "time": 0.045899911360307175, "step": 19}
- {"base_lr": 0.00029125442721360424, "lr": 2.9125442721360714e-05, "data_time": 0.29489009857177734, "loss": 12.402378158569336, "loss_cls": 0.6579953229427338, "loss_bbox": 0.17961944743990899, "loss_iou": 0.9967295682430267, "d0.loss_cls": 0.5070183432102203, "d0.loss_bbox": 0.21185080617666244, "d0.loss_iou": 1.1986217951774598, "d1.loss_cls": 0.5679101085662842, "d1.loss_bbox": 0.1880582831799984, "d1.loss_iou": 1.10016921043396, "enc_loss_cls": 0.5985543149709701, "enc_loss_bbox": 0.17098967760801315, "enc_loss_iou": 1.045416671037674, "dn_loss_cls": 0.3922521561384201, "dn_loss_bbox": 0.16219584435224532, "dn_loss_iou": 1.0929341435432434, "d0.dn_loss_cls": 0.38586326539516447, "d0.dn_loss_bbox": 0.1684731960296631, "d0.dn_loss_iou": 1.1284415340423584, "d1.dn_loss_cls": 0.3958715492486954, "d1.dn_loss_bbox": 0.1616487455368042, "d1.dn_loss_iou": 1.0917641770839692, "time": 0.6868634462356568, "epoch": 20, "iter": 1456, "memory": 7298, "step": 1456}
- {"coco/bbox_mAP": 0.059, "coco/bbox_mAP_50": 0.21, "coco/bbox_mAP_75": 0.014, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.141, "coco/bbox_mAP_l": 0.084, "data_time": 0.023193857886574486, "time": 0.04001261971213601, "step": 20}
- {"base_lr": 0.0003060470235117528, "lr": 3.0604702351175625e-05, "data_time": 0.28922497749328613, "loss": 12.185134811401367, "loss_cls": 0.6702687096595764, "loss_bbox": 0.1672278881072998, "loss_iou": 0.9619656431674958, "d0.loss_cls": 0.5184596908092499, "d0.loss_bbox": 0.19501958832144736, "d0.loss_iou": 1.1313091313838959, "d1.loss_cls": 0.5748967969417572, "d1.loss_bbox": 0.18118327245116234, "d1.loss_iou": 1.0709942734241487, "enc_loss_cls": 0.6025701707601547, "enc_loss_bbox": 0.17295226112008094, "enc_loss_iou": 1.0411046075820922, "dn_loss_cls": 0.39986200153827667, "dn_loss_bbox": 0.15931931823492052, "dn_loss_iou": 1.062328304052353, "d0.dn_loss_cls": 0.3879412251710892, "d0.dn_loss_bbox": 0.16508192092180252, "d0.dn_loss_iou": 1.1015782618522645, "d1.dn_loss_cls": 0.40087933659553526, "d1.dn_loss_bbox": 0.15918545544147492, "d1.dn_loss_iou": 1.0610069167613982, "time": 0.6751169395446778, "epoch": 21, "iter": 1530, "memory": 7298, "step": 1530}
- {"coco/bbox_mAP": 0.079, "coco/bbox_mAP_50": 0.211, "coco/bbox_mAP_75": 0.051, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.156, "coco/bbox_mAP_l": 0.098, "data_time": 0.02172708511352539, "time": 0.04130651734092019, "step": 21}
- {"base_lr": 0.0003208396198099012, "lr": 3.2083961980990516e-05, "data_time": 0.2765854024887085, "loss": 12.716124668121338, "loss_cls": 0.6931217563152313, "loss_bbox": 0.14900787085294723, "loss_iou": 0.8979445242881775, "d0.loss_cls": 0.5530388134717942, "d0.loss_bbox": 0.1826591157913208, "d0.loss_iou": 1.069094319343567, "d1.loss_cls": 1.1092376005649567, "d1.loss_bbox": 0.18505188837647438, "d1.loss_iou": 1.0226139295101166, "enc_loss_cls": 0.5975672858953476, "enc_loss_bbox": 0.16449873194098472, "enc_loss_iou": 1.0118654346466065, "dn_loss_cls": 0.4085973316431046, "dn_loss_bbox": 0.1504906089603901, "dn_loss_iou": 1.0111261999607086, "d0.dn_loss_cls": 0.3988934594392777, "d0.dn_loss_bbox": 0.15617011323571206, "d0.dn_loss_iou": 1.0601435446739196, "d1.dn_loss_cls": 0.7361694765090943, "d1.dn_loss_bbox": 0.14977116867899895, "d1.dn_loss_iou": 1.009061448574066, "time": 0.6636495590209961, "epoch": 22, "iter": 1604, "memory": 7298, "step": 1604}
- {"coco/bbox_mAP": 0.086, "coco/bbox_mAP_50": 0.25, "coco/bbox_mAP_75": 0.03, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.143, "coco/bbox_mAP_l": 0.092, "data_time": 0.025398557836359196, "time": 0.04182971607555042, "step": 22}
- {"base_lr": 0.00033563221610805017, "lr": 3.356322161080543e-05, "data_time": 0.28921053409576414, "loss": 11.761624946594239, "loss_cls": 0.6853692126274109, "loss_bbox": 0.15019268974661826, "loss_iou": 0.889432841539383, "d0.loss_cls": 0.60000823199749, "d0.loss_bbox": 0.18035894632339478, "d0.loss_iou": 1.0441086959838868, "d1.loss_cls": 0.6145789253711701, "d1.loss_bbox": 0.160925040692091, "d1.loss_iou": 0.965779834985733, "enc_loss_cls": 0.6107197219133377, "enc_loss_bbox": 0.15979979306459427, "enc_loss_iou": 0.9814577639102936, "dn_loss_cls": 0.41336473226547243, "dn_loss_bbox": 0.14657783403992652, "dn_loss_iou": 0.9883407831192017, "d0.dn_loss_cls": 0.4268198597431183, "d0.dn_loss_bbox": 0.15307605162262916, "d0.dn_loss_iou": 1.0396564757823945, "d1.dn_loss_cls": 0.41740943133831027, "d1.dn_loss_bbox": 0.14639038622379302, "d1.dn_loss_iou": 0.9872576546669006, "time": 0.673756833076477, "epoch": 23, "iter": 1678, "memory": 7298, "step": 1678}
- {"coco/bbox_mAP": 0.095, "coco/bbox_mAP_50": 0.26, "coco/bbox_mAP_75": 0.038, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.172, "coco/bbox_mAP_l": 0.122, "data_time": 0.025755036960948597, "time": 0.04470862041820179, "step": 23}
- {"base_lr": 0.0003504248124061992, "lr": 3.504248124062034e-05, "data_time": 0.29299705505371093, "loss": 11.48715045928955, "loss_cls": 0.7095654785633088, "loss_bbox": 0.13493873342871665, "loss_iou": 0.8421795308589936, "d0.loss_cls": 0.5719940781593322, "d0.loss_bbox": 0.1667521722614765, "d0.loss_iou": 0.9982156133651734, "d1.loss_cls": 0.6561790502071381, "d1.loss_bbox": 0.14695214465260506, "d1.loss_iou": 0.9178944826126099, "enc_loss_cls": 0.6192283064126969, "enc_loss_bbox": 0.15513067603111266, "enc_loss_iou": 0.957321172952652, "dn_loss_cls": 0.421607580780983, "dn_loss_bbox": 0.14020229309797286, "dn_loss_iou": 0.9521343171596527, "d0.dn_loss_cls": 0.4084599232673645, "d0.dn_loss_bbox": 0.15009999468922616, "d0.dn_loss_iou": 1.0130181467533113, "d1.dn_loss_cls": 0.43297705829143524, "d1.dn_loss_bbox": 0.14008871868252754, "d1.dn_loss_iou": 0.9522110378742218, "time": 0.672565016746521, "epoch": 24, "iter": 1752, "memory": 7298, "step": 1752}
- {"coco/bbox_mAP": 0.099, "coco/bbox_mAP_50": 0.295, "coco/bbox_mAP_75": 0.028, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.153, "coco/bbox_mAP_l": 0.145, "data_time": 0.025919545780528675, "time": 0.04434331980618564, "step": 24}
- {"base_lr": 0.0003652174087043482, "lr": 3.652174087043526e-05, "data_time": 0.29199734687805173, "loss": 11.193174743652344, "loss_cls": 0.6896938288211822, "loss_bbox": 0.12426857098937034, "loss_iou": 0.818347225189209, "d0.loss_cls": 0.6067639666795731, "d0.loss_bbox": 0.15971528396010398, "d0.loss_iou": 0.9426497840881347, "d1.loss_cls": 0.6261702769994736, "d1.loss_bbox": 0.13606236681342124, "d1.loss_iou": 0.8761176145076752, "enc_loss_cls": 0.5949542838335037, "enc_loss_bbox": 0.15500600039958953, "enc_loss_iou": 0.94277916431427, "dn_loss_cls": 0.41928413689136507, "dn_loss_bbox": 0.1390131589770317, "dn_loss_iou": 0.9282585823535919, "d0.dn_loss_cls": 0.42376400232315065, "d0.dn_loss_bbox": 0.14612037539482117, "d0.dn_loss_iou": 0.983090009689331, "d1.dn_loss_cls": 0.4166429495811462, "d1.dn_loss_bbox": 0.13817639648914337, "d1.dn_loss_iou": 0.9262967431545257, "time": 0.6717649126052856, "epoch": 25, "iter": 1826, "memory": 7298, "step": 1826}
- {"coco/bbox_mAP": 0.131, "coco/bbox_mAP_50": 0.399, "coco/bbox_mAP_75": 0.058, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.194, "coco/bbox_mAP_l": 0.198, "data_time": 0.02621225877241655, "time": 0.04316295276988636, "step": 25}
- {"base_lr": 0.00038001000500249664, "lr": 3.800100050025011e-05, "data_time": 0.2720873737335205, "loss": 11.075836200714111, "loss_cls": 0.7277131640911102, "loss_bbox": 0.11787814885377884, "loss_iou": 0.7982195955514908, "d0.loss_cls": 0.6279906022548676, "d0.loss_bbox": 0.14458633452653885, "d0.loss_iou": 0.9121299314498902, "d1.loss_cls": 0.6508034598827362, "d1.loss_bbox": 0.1265562032163143, "d1.loss_iou": 0.8462597167491913, "enc_loss_cls": 0.6310206162929535, "enc_loss_bbox": 0.14229632988572122, "enc_loss_iou": 0.919011355638504, "dn_loss_cls": 0.4407496166229248, "dn_loss_bbox": 0.13036366373300554, "dn_loss_iou": 0.8888034033775329, "d0.dn_loss_cls": 0.4218811398744583, "d0.dn_loss_bbox": 0.140895866304636, "d0.dn_loss_iou": 0.9647404074668884, "d1.dn_loss_cls": 0.42575725734233855, "d1.dn_loss_bbox": 0.13014843985438346, "d1.dn_loss_iou": 0.8880310118198395, "time": 0.657980694770813, "epoch": 26, "iter": 1900, "memory": 7298, "step": 1900}
- {"coco/bbox_mAP": 0.147, "coco/bbox_mAP_50": 0.36, "coco/bbox_mAP_75": 0.054, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.161, "coco/bbox_mAP_l": 0.213, "data_time": 0.025405038486827503, "time": 0.04376853596080433, "step": 26}
- {"base_lr": 0.0003948026013006452, "lr": 3.9480260130064985e-05, "data_time": 0.29587961673736574, "loss": 10.992138729095458, "loss_cls": 0.6856175726652145, "loss_bbox": 0.11797714278101921, "loss_iou": 0.8102618265151977, "d0.loss_cls": 0.6030420696735382, "d0.loss_bbox": 0.14342765867710114, "d0.loss_iou": 0.9103884935379029, "d1.loss_cls": 0.63403579890728, "d1.loss_bbox": 0.12850744694471358, "d1.loss_iou": 0.8618858754634857, "enc_loss_cls": 0.6077706116437912, "enc_loss_bbox": 0.14755884945392608, "enc_loss_iou": 0.9189033472537994, "dn_loss_cls": 0.4373486536741257, "dn_loss_bbox": 0.13018650576472282, "dn_loss_iou": 0.88708291888237, "d0.dn_loss_cls": 0.42209483742713927, "d0.dn_loss_bbox": 0.1393180325627327, "d0.dn_loss_iou": 0.9527266383171081, "d1.dn_loss_cls": 0.4380609971284866, "d1.dn_loss_bbox": 0.12993361100554465, "d1.dn_loss_iou": 0.8860098505020142, "time": 0.6543239736557007, "epoch": 27, "iter": 1974, "memory": 7298, "step": 1974}
- {"coco/bbox_mAP": 0.144, "coco/bbox_mAP_50": 0.358, "coco/bbox_mAP_75": 0.134, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.196, "coco/bbox_mAP_l": 0.158, "data_time": 0.023845325816761364, "time": 0.04066649350253018, "step": 27}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28257410049438475, "loss": 10.885618629455566, "loss_cls": 0.6830111426115036, "loss_bbox": 0.11290978521108627, "loss_iou": 0.7724348390102387, "d0.loss_cls": 0.6563072448968887, "d0.loss_bbox": 0.13693286046385766, "d0.loss_iou": 0.8859278082847595, "d1.loss_cls": 0.6475540596246719, "d1.loss_bbox": 0.1240880036354065, "d1.loss_iou": 0.8298490250110626, "enc_loss_cls": 0.6369950091838836, "enc_loss_bbox": 0.13720125898718835, "enc_loss_iou": 0.8870908522605896, "dn_loss_cls": 0.430118653178215, "dn_loss_bbox": 0.12477995455265045, "dn_loss_iou": 0.8667799580097199, "d0.dn_loss_cls": 0.4437482088804245, "d0.dn_loss_bbox": 0.13633739277720452, "d0.dn_loss_iou": 0.9424299430847168, "d1.dn_loss_cls": 0.44113189458847046, "d1.dn_loss_bbox": 0.12440018400549889, "d1.dn_loss_iou": 0.8655906224250793, "time": 0.656151065826416, "epoch": 28, "iter": 2048, "memory": 7298, "step": 2048}
- {"coco/bbox_mAP": 0.119, "coco/bbox_mAP_50": 0.306, "coco/bbox_mAP_75": 0.015, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.163, "coco/bbox_mAP_l": 0.199, "data_time": 0.026687188581986862, "time": 0.04403489286249334, "step": 28}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30875568866729736, "loss": 10.673715572357178, "loss_cls": 0.6721744740009308, "loss_bbox": 0.10925577178597451, "loss_iou": 0.7591483926773072, "d0.loss_cls": 0.6213012385368347, "d0.loss_bbox": 0.1362079718708992, "d0.loss_iou": 0.8712386453151703, "d1.loss_cls": 0.6617541474103927, "d1.loss_bbox": 0.11901933670043946, "d1.loss_iou": 0.7976593577861786, "enc_loss_cls": 0.6311767578125, "enc_loss_bbox": 0.13693460837006569, "enc_loss_iou": 0.8727298152446746, "dn_loss_cls": 0.43351818740367887, "dn_loss_bbox": 0.12239616230130196, "dn_loss_iou": 0.8406846797466279, "d0.dn_loss_cls": 0.42878635346889493, "d0.dn_loss_bbox": 0.1349010567367077, "d0.dn_loss_iou": 0.9197696566581726, "d1.dn_loss_cls": 0.4440119057893753, "d1.dn_loss_bbox": 0.12214629665017128, "d1.dn_loss_iou": 0.838900796175003, "time": 0.6878101253509521, "epoch": 29, "iter": 2122, "memory": 7298, "step": 2122}
- {"coco/bbox_mAP": 0.189, "coco/bbox_mAP_50": 0.427, "coco/bbox_mAP_75": 0.172, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.22, "coco/bbox_mAP_l": 0.272, "data_time": 0.023452151905406605, "time": 0.04022780331698331, "step": 29}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27720773696899415, "loss": 10.691120071411133, "loss_cls": 0.6769077694416046, "loss_bbox": 0.11107248947024345, "loss_iou": 0.7604253315925598, "d0.loss_cls": 0.6302894103527069, "d0.loss_bbox": 0.13221702009439468, "d0.loss_iou": 0.8509770715236664, "d1.loss_cls": 0.684409785270691, "d1.loss_bbox": 0.11886387631297111, "d1.loss_iou": 0.7927925443649292, "enc_loss_cls": 0.6312932252883912, "enc_loss_bbox": 0.137021826505661, "enc_loss_iou": 0.8743578839302063, "dn_loss_cls": 0.4365083020925522, "dn_loss_bbox": 0.12635788470506668, "dn_loss_iou": 0.8335681939125061, "d0.dn_loss_cls": 0.42576658248901367, "d0.dn_loss_bbox": 0.13936740309000015, "d0.dn_loss_iou": 0.9189423882961273, "d1.dn_loss_cls": 0.451197646856308, "d1.dn_loss_bbox": 0.126131079941988, "d1.dn_loss_iou": 0.8326524364948272, "time": 0.6467988395690918, "epoch": 30, "iter": 2196, "memory": 7298, "step": 2196}
- {"coco/bbox_mAP": 0.173, "coco/bbox_mAP_50": 0.429, "coco/bbox_mAP_75": 0.148, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.229, "coco/bbox_mAP_l": 0.232, "data_time": 0.023244749416004528, "time": 0.04036402702331543, "step": 30}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.274253249168396, "loss": 10.378279838562012, "loss_cls": 0.6667082530260086, "loss_bbox": 0.10451217293739319, "loss_iou": 0.7355130153894425, "d0.loss_cls": 0.6198449283838272, "d0.loss_bbox": 0.1239498895406723, "d0.loss_iou": 0.8272439980506897, "d1.loss_cls": 0.6789755976200104, "d1.loss_bbox": 0.11017100781202316, "d1.loss_iou": 0.7604181659221649, "enc_loss_cls": 0.6294181108474731, "enc_loss_bbox": 0.12923020228743554, "enc_loss_iou": 0.8502730071544647, "dn_loss_cls": 0.4389500266313553, "dn_loss_bbox": 0.11213653415441513, "dn_loss_iou": 0.7898807489871978, "d0.dn_loss_cls": 0.43258115828037264, "d0.dn_loss_bbox": 0.1267895767092705, "d0.dn_loss_iou": 0.8852125012874603, "d1.dn_loss_cls": 0.4555423474311829, "d1.dn_loss_bbox": 0.11206595346331596, "d1.dn_loss_iou": 0.7888626492023468, "time": 0.6640886974334717, "epoch": 31, "iter": 2270, "memory": 7298, "step": 2270}
- {"coco/bbox_mAP": 0.202, "coco/bbox_mAP_50": 0.455, "coco/bbox_mAP_75": 0.176, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.234, "coco/bbox_mAP_l": 0.312, "data_time": 0.026942296461625534, "time": 0.04608321189880371, "step": 31}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2716618919372559, "loss": 10.401818389892577, "loss_cls": 0.6829906356334686, "loss_bbox": 0.10207544773817062, "loss_iou": 0.7225704526901245, "d0.loss_cls": 0.6270637118816376, "d0.loss_bbox": 0.12504291236400605, "d0.loss_iou": 0.821803299188614, "d1.loss_cls": 0.6835391908884049, "d1.loss_bbox": 0.10918969720602036, "d1.loss_iou": 0.7531100380420684, "enc_loss_cls": 0.656299894452095, "enc_loss_bbox": 0.13360835120081901, "enc_loss_iou": 0.8555269956588745, "dn_loss_cls": 0.43698908627033234, "dn_loss_bbox": 0.11443433284759522, "dn_loss_iou": 0.790889835357666, "d0.dn_loss_cls": 0.42718693256378176, "d0.dn_loss_bbox": 0.12916587561368942, "d0.dn_loss_iou": 0.8756002104282379, "d1.dn_loss_cls": 0.45116703867912294, "d1.dn_loss_bbox": 0.11437819927930831, "d1.dn_loss_iou": 0.7891863334178925, "time": 0.6505446004867553, "epoch": 32, "iter": 2344, "memory": 7298, "step": 2344}
- {"coco/bbox_mAP": 0.206, "coco/bbox_mAP_50": 0.456, "coco/bbox_mAP_75": 0.189, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.232, "coco/bbox_mAP_l": 0.254, "data_time": 0.024218082427978516, "time": 0.041769547895951706, "step": 32}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2775912952423096, "loss": 10.087217044830322, "loss_cls": 0.6728335934877395, "loss_bbox": 0.09364333599805832, "loss_iou": 0.7019418579339981, "d0.loss_cls": 0.6304480588436127, "d0.loss_bbox": 0.11363713458180427, "d0.loss_iou": 0.7897945153713226, "d1.loss_cls": 0.6668230187892914, "d1.loss_bbox": 0.1018899892270565, "d1.loss_iou": 0.7266872119903565, "enc_loss_cls": 0.641355152130127, "enc_loss_bbox": 0.11954703509807586, "enc_loss_iou": 0.8275402975082398, "dn_loss_cls": 0.4420907074213028, "dn_loss_bbox": 0.10273252725601197, "dn_loss_iou": 0.7525648736953735, "d0.dn_loss_cls": 0.43385422229766846, "d0.dn_loss_bbox": 0.11909365564584733, "d0.dn_loss_iou": 0.8477541446685791, "d1.dn_loss_cls": 0.44884214460849764, "d1.dn_loss_bbox": 0.10267171591520309, "d1.dn_loss_iou": 0.7514720904827118, "time": 0.6685371923446656, "epoch": 33, "iter": 2418, "memory": 7298, "step": 2418}
- {"coco/bbox_mAP": 0.21, "coco/bbox_mAP_50": 0.443, "coco/bbox_mAP_75": 0.128, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.226, "coco/bbox_mAP_l": 0.315, "data_time": 0.024554360996593128, "time": 0.041874083605679596, "step": 33}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.32173924922943115, "loss": 10.099813823699952, "loss_cls": 0.6551283746957779, "loss_bbox": 0.0983159988373518, "loss_iou": 0.7123962569236756, "d0.loss_cls": 0.6344287502765655, "d0.loss_bbox": 0.1208939728140831, "d0.loss_iou": 0.7954179990291596, "d1.loss_cls": 0.6607929515838623, "d1.loss_bbox": 0.10309405371546745, "d1.loss_iou": 0.7335190904140473, "enc_loss_cls": 0.6363506209850311, "enc_loss_bbox": 0.12639046162366868, "enc_loss_iou": 0.8284869408607483, "dn_loss_cls": 0.4384181272983551, "dn_loss_bbox": 0.10389872223138809, "dn_loss_iou": 0.7490005326271058, "d0.dn_loss_cls": 0.4354958599805832, "d0.dn_loss_bbox": 0.1210206213593483, "d0.dn_loss_iou": 0.8509079277515411, "d1.dn_loss_cls": 0.44370386958122254, "d1.dn_loss_bbox": 0.10387209966778756, "d1.dn_loss_iou": 0.7482807075977326, "time": 0.7189099025726319, "epoch": 34, "iter": 2492, "memory": 7298, "step": 2492}
- {"coco/bbox_mAP": 0.227, "coco/bbox_mAP_50": 0.486, "coco/bbox_mAP_75": 0.168, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.225, "coco/bbox_mAP_l": 0.373, "data_time": 0.02509552782232111, "time": 0.04374319856817072, "step": 34}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28340179920196534, "loss": 9.973956661224365, "loss_cls": 0.6733035910129547, "loss_bbox": 0.09086345128715038, "loss_iou": 0.6655775165557861, "d0.loss_cls": 0.6853838551044464, "d0.loss_bbox": 0.11340484276413917, "d0.loss_iou": 0.7513920950889588, "d1.loss_cls": 0.7094279062747956, "d1.loss_bbox": 0.09521224066615104, "d1.loss_iou": 0.6821173226833344, "enc_loss_cls": 0.6523222923278809, "enc_loss_bbox": 0.12217970862984658, "enc_loss_iou": 0.8016261529922485, "dn_loss_cls": 0.44214044988155365, "dn_loss_bbox": 0.10053717836737633, "dn_loss_iou": 0.7149454283714295, "d0.dn_loss_cls": 0.45627822041511534, "d0.dn_loss_bbox": 0.11981690257787704, "d0.dn_loss_iou": 0.8256161057949066, "d1.dn_loss_cls": 0.4578246623277664, "d1.dn_loss_bbox": 0.10044454641640187, "d1.dn_loss_iou": 0.7135421323776245, "time": 0.6643852281570435, "epoch": 35, "iter": 2566, "memory": 7298, "step": 2566}
- {"coco/bbox_mAP": 0.265, "coco/bbox_mAP_50": 0.501, "coco/bbox_mAP_75": 0.21, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.273, "coco/bbox_mAP_l": 0.414, "data_time": 0.022713141007856888, "time": 0.04318696802312678, "step": 35}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31102943420410156, "loss": 9.798424797058106, "loss_cls": 0.6678634065389634, "loss_bbox": 0.09077074736356736, "loss_iou": 0.6750042164325714, "d0.loss_cls": 0.6553733813762664, "d0.loss_bbox": 0.10729215696454047, "d0.loss_iou": 0.737044392824173, "d1.loss_cls": 0.6516616475582123, "d1.loss_bbox": 0.09262752704322338, "d1.loss_iou": 0.6874013471603394, "enc_loss_cls": 0.6577333146333695, "enc_loss_bbox": 0.11293874219059945, "enc_loss_iou": 0.7797471916675568, "dn_loss_cls": 0.44268934428691864, "dn_loss_bbox": 0.09792596116662025, "dn_loss_iou": 0.7137382471561432, "d0.dn_loss_cls": 0.43820386290550234, "d0.dn_loss_bbox": 0.11542691335082055, "d0.dn_loss_iou": 0.8193188452720642, "d1.dn_loss_cls": 0.444952574968338, "d1.dn_loss_bbox": 0.09785084933042526, "d1.dn_loss_iou": 0.7128601408004761, "time": 0.711441478729248, "epoch": 36, "iter": 2640, "memory": 7298, "step": 2640}
- {"coco/bbox_mAP": 0.232, "coco/bbox_mAP_50": 0.499, "coco/bbox_mAP_75": 0.144, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.248, "coco/bbox_mAP_l": 0.348, "data_time": 0.024916648864746094, "time": 0.04494942318309437, "step": 36}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2942777585983276, "loss": 9.680139999389649, "loss_cls": 0.6561381804943085, "loss_bbox": 0.0873283764719963, "loss_iou": 0.6596449625492096, "d0.loss_cls": 0.641843444108963, "d0.loss_bbox": 0.10400066629052163, "d0.loss_iou": 0.7221022140979767, "d1.loss_cls": 0.689529926776886, "d1.loss_bbox": 0.09114351317286491, "d1.loss_iou": 0.67754927277565, "enc_loss_cls": 0.6395188611745835, "enc_loss_bbox": 0.11345761746168137, "enc_loss_iou": 0.7794812297821045, "dn_loss_cls": 0.4445042061805725, "dn_loss_bbox": 0.09257566437125206, "dn_loss_iou": 0.690066989660263, "d0.dn_loss_cls": 0.44133725166320803, "d0.dn_loss_bbox": 0.11092196017503739, "d0.dn_loss_iou": 0.7961864256858826, "d1.dn_loss_cls": 0.4615691524744034, "d1.dn_loss_bbox": 0.0924820664525032, "d1.dn_loss_iou": 0.6887580609321594, "time": 0.6856725072860718, "epoch": 37, "iter": 2714, "memory": 7298, "step": 2714}
- {"coco/bbox_mAP": 0.27, "coco/bbox_mAP_50": 0.526, "coco/bbox_mAP_75": 0.204, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.222, "coco/bbox_mAP_l": 0.503, "data_time": 0.024828065525401722, "time": 0.043152440677989616, "step": 37}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2949937200546265, "loss": 10.079651985168457, "loss_cls": 0.6683824539184571, "loss_bbox": 0.08980778113007545, "loss_iou": 0.6658836567401886, "d0.loss_cls": 0.666401983499527, "d0.loss_bbox": 0.11118668481707573, "d0.loss_iou": 0.7507541179656982, "d1.loss_cls": 0.8266316974163055, "d1.loss_bbox": 0.10148228086531162, "d1.loss_iou": 0.7047079449892044, "enc_loss_cls": 0.6357624632120132, "enc_loss_bbox": 0.11909832388162613, "enc_loss_iou": 0.7915362930297851, "dn_loss_cls": 0.4432210248708725, "dn_loss_bbox": 0.09794036984443664, "dn_loss_iou": 0.705567272901535, "d0.dn_loss_cls": 0.45037912964820864, "d0.dn_loss_bbox": 0.1161890073120594, "d0.dn_loss_iou": 0.8127343893051148, "d1.dn_loss_cls": 0.5194345784187316, "d1.dn_loss_bbox": 0.09784747317433357, "d1.dn_loss_iou": 0.7047029972076416, "time": 0.653558325767517, "epoch": 38, "iter": 2788, "memory": 7298, "step": 2788}
- {"coco/bbox_mAP": 0.255, "coco/bbox_mAP_50": 0.543, "coco/bbox_mAP_75": 0.109, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.248, "coco/bbox_mAP_l": 0.406, "data_time": 0.026711919090964577, "time": 0.04391414468938654, "step": 38}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30877540588378904, "loss": 9.74881046295166, "loss_cls": 0.6390523362159729, "loss_bbox": 0.09071659237146378, "loss_iou": 0.6870829677581787, "d0.loss_cls": 0.6382096993923188, "d0.loss_bbox": 0.10324018083512783, "d0.loss_iou": 0.7464569002389908, "d1.loss_cls": 0.6526610982418061, "d1.loss_bbox": 0.09254967674612999, "d1.loss_iou": 0.69417331635952, "enc_loss_cls": 0.629660724401474, "enc_loss_bbox": 0.11252193719148636, "enc_loss_iou": 0.7914052176475525, "dn_loss_cls": 0.4379102206230164, "dn_loss_bbox": 0.0940797832608223, "dn_loss_iou": 0.7202331078052521, "d0.dn_loss_cls": 0.4369335675239563, "d0.dn_loss_bbox": 0.11036215767264367, "d0.dn_loss_iou": 0.8188709127902984, "d1.dn_loss_cls": 0.4390380185842514, "d1.dn_loss_bbox": 0.09402546904981136, "d1.dn_loss_iou": 0.7196265649795532, "time": 0.6656854963302612, "epoch": 39, "iter": 2862, "memory": 7293, "step": 2862}
- {"coco/bbox_mAP": 0.269, "coco/bbox_mAP_50": 0.54, "coco/bbox_mAP_75": 0.252, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.273, "coco/bbox_mAP_l": 0.404, "data_time": 0.027115821838378906, "time": 0.04489549723538486, "step": 39}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2938305950164795, "loss": 10.151023178100585, "loss_cls": 0.7023282337188721, "loss_bbox": 0.09051647171378135, "loss_iou": 0.65517040848732, "d0.loss_cls": 0.7777369874715805, "d0.loss_bbox": 0.10737672202289104, "d0.loss_iou": 0.7403502041101455, "d1.loss_cls": 0.8049533820152283, "d1.loss_bbox": 0.09481549724936485, "d1.loss_iou": 0.6802099293470383, "enc_loss_cls": 0.6759286952018738, "enc_loss_bbox": 0.11337177112698554, "enc_loss_iou": 0.7670364284515381, "dn_loss_cls": 0.457532759308815, "dn_loss_bbox": 0.09231699958443641, "dn_loss_iou": 0.688924857378006, "d0.dn_loss_cls": 0.4997379857301712, "d0.dn_loss_bbox": 0.11078547224402428, "d0.dn_loss_iou": 0.798494656085968, "d1.dn_loss_cls": 0.514050943851471, "d1.dn_loss_bbox": 0.09213803812861443, "d1.dn_loss_iou": 0.687246916294098, "time": 0.6704030561447144, "epoch": 40, "iter": 2936, "memory": 7298, "step": 2936}
- {"coco/bbox_mAP": 0.267, "coco/bbox_mAP_50": 0.54, "coco/bbox_mAP_75": 0.203, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.259, "coco/bbox_mAP_l": 0.427, "data_time": 0.02758101983503862, "time": 0.046692761507901276, "step": 40}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2763723945617676, "loss": 9.45901029586792, "loss_cls": 0.6681653928756713, "loss_bbox": 0.08382618017494678, "loss_iou": 0.631004324555397, "d0.loss_cls": 0.6454222071170806, "d0.loss_bbox": 0.1009020633995533, "d0.loss_iou": 0.7060045343637467, "d1.loss_cls": 0.6627172493934631, "d1.loss_bbox": 0.08679034888744354, "d1.loss_iou": 0.6419086325168609, "enc_loss_cls": 0.6683297204971314, "enc_loss_bbox": 0.11156316787004471, "enc_loss_iou": 0.7617154896259308, "dn_loss_cls": 0.45577924251556395, "dn_loss_bbox": 0.08577129453420639, "dn_loss_iou": 0.647781640291214, "d0.dn_loss_cls": 0.44199469923973084, "d0.dn_loss_bbox": 0.1054850298166275, "d0.dn_loss_iou": 0.7660820817947388, "d1.dn_loss_cls": 0.45468630254268644, "d1.dn_loss_bbox": 0.08572107061743736, "d1.dn_loss_iou": 0.6473595154285431, "time": 0.6459748601913452, "epoch": 41, "iter": 3010, "memory": 7298, "step": 3010}
- {"coco/bbox_mAP": 0.273, "coco/bbox_mAP_50": 0.54, "coco/bbox_mAP_75": 0.214, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.248, "coco/bbox_mAP_l": 0.465, "data_time": 0.026734135367653587, "time": 0.046394304795698685, "step": 41}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2825219297409058, "loss": 9.324249687194824, "loss_cls": 0.6502906620502472, "loss_bbox": 0.08161287277936935, "loss_iou": 0.6198919385671615, "d0.loss_cls": 0.637528291940689, "d0.loss_bbox": 0.09582659728825092, "d0.loss_iou": 0.6889508485794067, "d1.loss_cls": 0.6707100021839142, "d1.loss_bbox": 0.08391751617193222, "d1.loss_iou": 0.6314481174945832, "enc_loss_cls": 0.6410609477758408, "enc_loss_bbox": 0.11007079839706421, "enc_loss_iou": 0.7547136569023132, "dn_loss_cls": 0.43796866536140444, "dn_loss_bbox": 0.08359463259577751, "dn_loss_iou": 0.6456231355667115, "d0.dn_loss_cls": 0.44266703248023986, "d0.dn_loss_bbox": 0.10293039068579674, "d0.dn_loss_iou": 0.7641580498218536, "d1.dn_loss_cls": 0.45312590539455416, "d1.dn_loss_bbox": 0.08353729203343391, "d1.dn_loss_iou": 0.644622250199318, "time": 0.6655794715881348, "epoch": 42, "iter": 3084, "memory": 7298, "step": 3084}
- {"coco/bbox_mAP": 0.293, "coco/bbox_mAP_50": 0.559, "coco/bbox_mAP_75": 0.246, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.293, "coco/bbox_mAP_l": 0.421, "data_time": 0.022441690618341618, "time": 0.042820648713545365, "step": 42}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28625754356384275, "loss": 9.32950909614563, "loss_cls": 0.663820834159851, "loss_bbox": 0.08279193796217442, "loss_iou": 0.6067244404554367, "d0.loss_cls": 0.6673000288009644, "d0.loss_bbox": 0.09755102470517159, "d0.loss_iou": 0.6728071600198746, "d1.loss_cls": 0.6602052092552185, "d1.loss_bbox": 0.08609531126916409, "d1.loss_iou": 0.6202941089868546, "enc_loss_cls": 0.6420648419857025, "enc_loss_bbox": 0.11633210793137551, "enc_loss_iou": 0.7581699621677399, "dn_loss_cls": 0.4477370649576187, "dn_loss_bbox": 0.08848010137677192, "dn_loss_iou": 0.635303670167923, "d0.dn_loss_cls": 0.4484431183338165, "d0.dn_loss_bbox": 0.10900644570589066, "d0.dn_loss_iou": 0.7552822756767273, "d1.dn_loss_cls": 0.4478969818353653, "d1.dn_loss_bbox": 0.08846684992313385, "d1.dn_loss_iou": 0.6347356611490249, "time": 0.6719237899780274, "epoch": 43, "iter": 3158, "memory": 7298, "step": 3158}
- {"coco/bbox_mAP": 0.316, "coco/bbox_mAP_50": 0.572, "coco/bbox_mAP_75": 0.241, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.268, "coco/bbox_mAP_l": 0.533, "data_time": 0.027276559309525925, "time": 0.045102509585293854, "step": 43}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28361584186553956, "loss": 9.62299485206604, "loss_cls": 0.7302149116992951, "loss_bbox": 0.08445993833243846, "loss_iou": 0.6423009812831879, "d0.loss_cls": 0.6290187829732895, "d0.loss_bbox": 0.09576890662312508, "d0.loss_iou": 0.6951086324453354, "d1.loss_cls": 0.7158606600761414, "d1.loss_bbox": 0.09037207156419753, "d1.loss_iou": 0.6642906659841538, "enc_loss_cls": 0.6743703079223633, "enc_loss_bbox": 0.1058687649667263, "enc_loss_iou": 0.7663118135929108, "dn_loss_cls": 0.48782657384872435, "dn_loss_bbox": 0.080834494009614, "dn_loss_iou": 0.6439594864845276, "d0.dn_loss_cls": 0.44346536934375763, "d0.dn_loss_bbox": 0.09945041343569755, "d0.dn_loss_iou": 0.7615884935855866, "d1.dn_loss_cls": 0.48832662642002106, "d1.dn_loss_bbox": 0.0807106389850378, "d1.dn_loss_iou": 0.6428862905502319, "time": 0.6622570848464966, "epoch": 44, "iter": 3232, "memory": 7298, "step": 3232}
- {"coco/bbox_mAP": 0.342, "coco/bbox_mAP_50": 0.607, "coco/bbox_mAP_75": 0.307, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.305, "coco/bbox_mAP_l": 0.578, "data_time": 0.025448018854314632, "time": 0.04286495122042569, "step": 44}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30117183685302734, "loss": 9.200080299377442, "loss_cls": 0.6172189223766327, "loss_bbox": 0.08198360837996006, "loss_iou": 0.6174255508184433, "d0.loss_cls": 0.6292639803886414, "d0.loss_bbox": 0.09340557046234607, "d0.loss_iou": 0.6730875468254089, "d1.loss_cls": 0.6555766046047211, "d1.loss_bbox": 0.0852761323004961, "d1.loss_iou": 0.631407088637352, "enc_loss_cls": 0.6130893462896347, "enc_loss_bbox": 0.11351015374064445, "enc_loss_iou": 0.764229165315628, "dn_loss_cls": 0.4375410169363022, "dn_loss_bbox": 0.0835655789077282, "dn_loss_iou": 0.6373281383514404, "d0.dn_loss_cls": 0.44176615118980406, "d0.dn_loss_bbox": 0.10109419837594032, "d0.dn_loss_iou": 0.7457482862472534, "d1.dn_loss_cls": 0.4581394553184509, "d1.dn_loss_bbox": 0.08344123981893063, "d1.dn_loss_iou": 0.6359826427698135, "time": 0.6642609167099, "epoch": 45, "iter": 3306, "memory": 7298, "step": 3306}
- {"coco/bbox_mAP": 0.322, "coco/bbox_mAP_50": 0.58, "coco/bbox_mAP_75": 0.272, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.28, "coco/bbox_mAP_l": 0.531, "data_time": 0.0309808687730269, "time": 0.05299182371659712, "step": 45}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29395752906799316, "loss": 9.200320177078247, "loss_cls": 0.6296830904483796, "loss_bbox": 0.08182104289531708, "loss_iou": 0.6264861679077148, "d0.loss_cls": 0.619188826084137, "d0.loss_bbox": 0.0946020708233118, "d0.loss_iou": 0.6766727411746979, "d1.loss_cls": 0.6354074537754059, "d1.loss_bbox": 0.08378008149564266, "d1.loss_iou": 0.637626251578331, "enc_loss_cls": 0.662967380285263, "enc_loss_bbox": 0.10639390602707863, "enc_loss_iou": 0.7464684879779816, "dn_loss_cls": 0.43944242894649505, "dn_loss_bbox": 0.08237677246332169, "dn_loss_iou": 0.6300364542007446, "d0.dn_loss_cls": 0.43674540996551514, "d0.dn_loss_bbox": 0.10200262725353242, "d0.dn_loss_iou": 0.7508799540996551, "d1.dn_loss_cls": 0.446374232172966, "d1.dn_loss_bbox": 0.08232303805649281, "d1.dn_loss_iou": 0.6290416610240936, "time": 0.6667355060577392, "epoch": 46, "iter": 3380, "memory": 7298, "step": 3380}
- {"coco/bbox_mAP": 0.334, "coco/bbox_mAP_50": 0.573, "coco/bbox_mAP_75": 0.359, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.298, "coco/bbox_mAP_l": 0.544, "data_time": 0.02476139502091841, "time": 0.04114673354408958, "step": 46}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.26402949810028076, "loss": 9.120725860595703, "loss_cls": 0.6496974247694015, "loss_bbox": 0.07831798508763313, "loss_iou": 0.5942993646860123, "d0.loss_cls": 0.6700803726911545, "d0.loss_bbox": 0.0865753197669983, "d0.loss_iou": 0.6404994797706604, "d1.loss_cls": 0.7036923748254776, "d1.loss_bbox": 0.0791353639960289, "d1.loss_iou": 0.603367970585823, "enc_loss_cls": 0.6775730395317078, "enc_loss_bbox": 0.10339474901556969, "enc_loss_iou": 0.7218835437297821, "dn_loss_cls": 0.4357368952035904, "dn_loss_bbox": 0.07648069433867931, "dn_loss_iou": 0.6015895557403564, "d0.dn_loss_cls": 0.45143705010414126, "d0.dn_loss_bbox": 0.09507095351815224, "d0.dn_loss_iou": 0.7128148639202118, "d1.dn_loss_cls": 0.46189201951026915, "d1.dn_loss_bbox": 0.07645366586744785, "d1.dn_loss_iou": 0.600733090043068, "time": 0.6451379489898682, "epoch": 47, "iter": 3454, "memory": 7298, "step": 3454}
- {"coco/bbox_mAP": 0.331, "coco/bbox_mAP_50": 0.565, "coco/bbox_mAP_75": 0.352, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.288, "coco/bbox_mAP_l": 0.547, "data_time": 0.026621428402987393, "time": 0.04566788673400879, "step": 47}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2814158391952515, "loss": 9.099786491394044, "loss_cls": 0.6363686513900757, "loss_bbox": 0.0776252318918705, "loss_iou": 0.5959594690799713, "d0.loss_cls": 0.6320550584793091, "d0.loss_bbox": 0.09219910457730293, "d0.loss_iou": 0.6522047573328018, "d1.loss_cls": 0.6818146598339081, "d1.loss_bbox": 0.07949327707290649, "d1.loss_iou": 0.6016786444187164, "enc_loss_cls": 0.6666790688037872, "enc_loss_bbox": 0.10696154311299325, "enc_loss_iou": 0.7362560534477234, "dn_loss_cls": 0.43719353795051574, "dn_loss_bbox": 0.07759051226079464, "dn_loss_iou": 0.6091601556539535, "d0.dn_loss_cls": 0.44350682854652407, "d0.dn_loss_bbox": 0.09722794651985169, "d0.dn_loss_iou": 0.7299584913253784, "d1.dn_loss_cls": 0.4616889548301697, "d1.dn_loss_bbox": 0.07736894711852074, "d1.dn_loss_iou": 0.6067955666780471, "time": 0.651326732635498, "epoch": 48, "iter": 3528, "memory": 7298, "step": 3528}
- {"coco/bbox_mAP": 0.331, "coco/bbox_mAP_50": 0.576, "coco/bbox_mAP_75": 0.339, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.271, "coco/bbox_mAP_l": 0.55, "data_time": 0.02626789699901234, "time": 0.04366831345991655, "step": 48}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2855323171615601, "loss": 9.172939434051514, "loss_cls": 0.6724586534500122, "loss_bbox": 0.0764586327970028, "loss_iou": 0.5707534617185592, "d0.loss_cls": 0.6533057034015656, "d0.loss_bbox": 0.08829723231494427, "d0.loss_iou": 0.622608522772789, "d1.loss_cls": 0.7809891867637634, "d1.loss_bbox": 0.07874166205525399, "d1.loss_iou": 0.5778951060771942, "enc_loss_cls": 0.6788464605808258, "enc_loss_bbox": 0.108303352445364, "enc_loss_iou": 0.7151158213615417, "dn_loss_cls": 0.44448740243911744, "dn_loss_bbox": 0.08011980801820755, "dn_loss_iou": 0.5931641608476639, "d0.dn_loss_cls": 0.44366022408008576, "d0.dn_loss_bbox": 0.10183939605951309, "d0.dn_loss_iou": 0.7161965084075927, "d1.dn_loss_cls": 0.4971908473968506, "d1.dn_loss_bbox": 0.0800915563851595, "d1.dn_loss_iou": 0.5924159276485443, "time": 0.6600612592697144, "epoch": 49, "iter": 3602, "memory": 7298, "step": 3602}
- {"coco/bbox_mAP": 0.354, "coco/bbox_mAP_50": 0.601, "coco/bbox_mAP_75": 0.403, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.288, "coco/bbox_mAP_l": 0.619, "data_time": 0.02454788034612482, "time": 0.04460972005670721, "step": 49}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28287428855895996, "loss": 8.63153796195984, "loss_cls": 0.6227702605724335, "loss_bbox": 0.07224923856556416, "loss_iou": 0.5607945275306702, "d0.loss_cls": 0.6245975077152253, "d0.loss_bbox": 0.08285065621137619, "d0.loss_iou": 0.6041184157133103, "d1.loss_cls": 0.6151929795742035, "d1.loss_bbox": 0.07582526221871376, "d1.loss_iou": 0.5711918598413468, "enc_loss_cls": 0.6487885689735413, "enc_loss_bbox": 0.09515731051564216, "enc_loss_iou": 0.684094603061676, "dn_loss_cls": 0.432068852186203, "dn_loss_bbox": 0.07124256365001201, "dn_loss_iou": 0.5734534275531769, "d0.dn_loss_cls": 0.4415072214603424, "d0.dn_loss_bbox": 0.09033776901662349, "d0.dn_loss_iou": 0.6909302353858948, "d1.dn_loss_cls": 0.4306703221797943, "d1.dn_loss_bbox": 0.07118463508784771, "d1.dn_loss_iou": 0.57251180768013, "time": 0.6730508136749268, "epoch": 50, "iter": 3676, "memory": 7298, "step": 3676}
- {"coco/bbox_mAP": 0.371, "coco/bbox_mAP_50": 0.616, "coco/bbox_mAP_75": 0.395, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.337, "coco/bbox_mAP_l": 0.587, "data_time": 0.029948776418512516, "time": 0.051002675836736504, "step": 50}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29000100135803225, "loss": 8.702247171401977, "loss_cls": 0.6228335857391357, "loss_bbox": 0.07116468764841556, "loss_iou": 0.5669274246692657, "d0.loss_cls": 0.6309432673454285, "d0.loss_bbox": 0.08029792413115501, "d0.loss_iou": 0.6161702227592468, "d1.loss_cls": 0.6197335243225097, "d1.loss_bbox": 0.07444689586758614, "d1.loss_iou": 0.5777732795476913, "enc_loss_cls": 0.6432443153858185, "enc_loss_bbox": 0.1009890791773796, "enc_loss_iou": 0.7031566965579986, "dn_loss_cls": 0.4322583317756653, "dn_loss_bbox": 0.07349807403981685, "dn_loss_iou": 0.5769888204336167, "d0.dn_loss_cls": 0.4418888032436371, "d0.dn_loss_bbox": 0.09311690181493759, "d0.dn_loss_iou": 0.6932999765872956, "d1.dn_loss_cls": 0.43451262533664703, "d1.dn_loss_bbox": 0.07339981324970722, "d1.dn_loss_iou": 0.5756030458211899, "time": 0.6523507928848267, "epoch": 51, "iter": 3750, "memory": 7298, "step": 3750}
- {"coco/bbox_mAP": 0.367, "coco/bbox_mAP_50": 0.645, "coco/bbox_mAP_75": 0.401, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.317, "coco/bbox_mAP_l": 0.606, "data_time": 0.023537809198552914, "time": 0.04077631776983088, "step": 51}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2936556816101074, "loss": 8.970149116516113, "loss_cls": 0.6371576905250549, "loss_bbox": 0.07634024605154992, "loss_iou": 0.5818979948759079, "d0.loss_cls": 0.6628140902519226, "d0.loss_bbox": 0.09053240776062012, "d0.loss_iou": 0.6417208927869796, "d1.loss_cls": 0.6375631678104401, "d1.loss_bbox": 0.0786856497079134, "d1.loss_iou": 0.5945637780427933, "enc_loss_cls": 0.6464488017559051, "enc_loss_bbox": 0.10674105182290078, "enc_loss_iou": 0.7234947073459626, "dn_loss_cls": 0.4344331467151642, "dn_loss_bbox": 0.07979146018624306, "dn_loss_iou": 0.5945198005437851, "d0.dn_loss_cls": 0.45345000565052035, "d0.dn_loss_bbox": 0.1008153223991394, "d0.dn_loss_iou": 0.7166842198371888, "d1.dn_loss_cls": 0.4394280225038528, "d1.dn_loss_bbox": 0.07972695559263229, "d1.dn_loss_iou": 0.5933398348093033, "time": 0.6658831357955932, "epoch": 52, "iter": 3824, "memory": 7298, "step": 3824}
- {"coco/bbox_mAP": 0.37, "coco/bbox_mAP_50": 0.639, "coco/bbox_mAP_75": 0.415, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.338, "coco/bbox_mAP_l": 0.555, "data_time": 0.02620918100530451, "time": 0.045018586245450104, "step": 52}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29693886280059817, "loss": 8.60261474609375, "loss_cls": 0.6143604874610901, "loss_bbox": 0.06941686935722828, "loss_iou": 0.5584773117303848, "d0.loss_cls": 0.6347363340854645, "d0.loss_bbox": 0.07838968589901923, "d0.loss_iou": 0.6093980395793914, "d1.loss_cls": 0.615044891834259, "d1.loss_bbox": 0.07130361124873161, "d1.loss_iou": 0.5688009339571, "enc_loss_cls": 0.636125762462616, "enc_loss_bbox": 0.09802681431174279, "enc_loss_iou": 0.702915358543396, "dn_loss_cls": 0.4307673758268356, "dn_loss_bbox": 0.06990798823535442, "dn_loss_iou": 0.5613707119226455, "d0.dn_loss_cls": 0.4462981158494949, "d0.dn_loss_bbox": 0.09023094311356544, "d0.dn_loss_iou": 0.6827118277549744, "d1.dn_loss_cls": 0.43391527473926544, "d1.dn_loss_bbox": 0.06987797483801841, "d1.dn_loss_iou": 0.5605382716655731, "time": 0.6848596048355102, "epoch": 53, "iter": 3898, "memory": 7298, "step": 3898}
- {"coco/bbox_mAP": 0.398, "coco/bbox_mAP_50": 0.662, "coco/bbox_mAP_75": 0.469, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.342, "coco/bbox_mAP_l": 0.643, "data_time": 0.024632518941705876, "time": 0.041399132121693, "step": 53}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2932416772842407, "loss": 8.52842402458191, "loss_cls": 0.609415864944458, "loss_bbox": 0.06641739748418331, "loss_iou": 0.5483052933216095, "d0.loss_cls": 0.6537890756130218, "d0.loss_bbox": 0.07339376896619797, "d0.loss_iou": 0.5872249692678452, "d1.loss_cls": 0.6113082301616669, "d1.loss_bbox": 0.06786216758191585, "d1.loss_iou": 0.5557732474803925, "enc_loss_cls": 0.6261104887723923, "enc_loss_bbox": 0.09416670069098472, "enc_loss_iou": 0.6830345237255097, "dn_loss_cls": 0.43046365201473236, "dn_loss_bbox": 0.06931029498577118, "dn_loss_iou": 0.565882677435875, "d0.dn_loss_cls": 0.44798877120018005, "d0.dn_loss_bbox": 0.08839739635586738, "d0.dn_loss_iou": 0.684651666879654, "d1.dn_loss_cls": 0.43101170361042024, "d1.dn_loss_bbox": 0.06921002522110939, "d1.dn_loss_iou": 0.5647062599658966, "time": 0.6683169889450074, "epoch": 54, "iter": 3972, "memory": 7298, "step": 3972}
- {"coco/bbox_mAP": 0.398, "coco/bbox_mAP_50": 0.679, "coco/bbox_mAP_75": 0.402, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.372, "coco/bbox_mAP_l": 0.595, "data_time": 0.027865128083662552, "time": 0.04589360410516912, "step": 54}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3111482572555542, "loss": 8.593286256790162, "loss_cls": 0.5982891929149627, "loss_bbox": 0.07153407528996468, "loss_iou": 0.5682859343290328, "d0.loss_cls": 0.6147346073389053, "d0.loss_bbox": 0.08311497420072556, "d0.loss_iou": 0.6142740321159362, "d1.loss_cls": 0.6113006603717804, "d1.loss_bbox": 0.07247760631144047, "d1.loss_iou": 0.572874019742012, "enc_loss_cls": 0.6360917192697525, "enc_loss_bbox": 0.10112958170473575, "enc_loss_iou": 0.7005018955469131, "dn_loss_cls": 0.42880398452281954, "dn_loss_bbox": 0.0696828868240118, "dn_loss_iou": 0.5633620899915696, "d0.dn_loss_cls": 0.44984320282936097, "d0.dn_loss_bbox": 0.089702567756176, "d0.dn_loss_iou": 0.6783733999729157, "d1.dn_loss_cls": 0.43711947977542875, "d1.dn_loss_bbox": 0.06959015376865864, "d1.dn_loss_iou": 0.5622002452611923, "time": 0.6871679067611695, "epoch": 55, "iter": 4046, "memory": 7298, "step": 4046}
- {"coco/bbox_mAP": 0.402, "coco/bbox_mAP_50": 0.687, "coco/bbox_mAP_75": 0.472, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.357, "coco/bbox_mAP_l": 0.634, "data_time": 0.023653593930331143, "time": 0.04290693456476385, "step": 55}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31462045669555666, "loss": 8.427897939682007, "loss_cls": 0.6121025669574738, "loss_bbox": 0.06795090429484844, "loss_iou": 0.5449033010005951, "d0.loss_cls": 0.5999181205034256, "d0.loss_bbox": 0.07810689993202687, "d0.loss_iou": 0.5939611470699311, "d1.loss_cls": 0.6102724874019623, "d1.loss_bbox": 0.06841163739562034, "d1.loss_iou": 0.5508798640966416, "enc_loss_cls": 0.6360658299922943, "enc_loss_bbox": 0.09455701127648354, "enc_loss_iou": 0.6918979668617249, "dn_loss_cls": 0.43363516390323636, "dn_loss_bbox": 0.06634712785482406, "dn_loss_iou": 0.5468974030017852, "d0.dn_loss_cls": 0.4404245090484619, "d0.dn_loss_bbox": 0.0856469976902008, "d0.dn_loss_iou": 0.661225254535675, "d1.dn_loss_cls": 0.43210168182849884, "d1.dn_loss_bbox": 0.06630577556788922, "d1.dn_loss_iou": 0.5462862026691436, "time": 0.6919459676742554, "epoch": 56, "iter": 4120, "memory": 7298, "step": 4120}
- {"coco/bbox_mAP": 0.367, "coco/bbox_mAP_50": 0.653, "coco/bbox_mAP_75": 0.42, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.327, "coco/bbox_mAP_l": 0.581, "data_time": 0.029495152560147373, "time": 0.049261613325639206, "step": 56}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3085732936859131, "loss": 8.758098325729371, "loss_cls": 0.618830943107605, "loss_bbox": 0.0701826737076044, "loss_iou": 0.5754704850912095, "d0.loss_cls": 0.6560545009374619, "d0.loss_bbox": 0.0808688785135746, "d0.loss_iou": 0.6211166232824326, "d1.loss_cls": 0.6392706823348999, "d1.loss_bbox": 0.07310749381780625, "d1.loss_iou": 0.590604977607727, "enc_loss_cls": 0.6193830573558807, "enc_loss_bbox": 0.09096827894449235, "enc_loss_iou": 0.6900064468383789, "dn_loss_cls": 0.43749518036842344, "dn_loss_bbox": 0.07047068364918233, "dn_loss_iou": 0.578161072731018, "d0.dn_loss_cls": 0.4625387465953827, "d0.dn_loss_bbox": 0.08944081008434296, "d0.dn_loss_iou": 0.6937916529178619, "d1.dn_loss_cls": 0.4524344754219055, "d1.dn_loss_bbox": 0.07041319884359837, "d1.dn_loss_iou": 0.5774874484539032, "time": 0.6685306262969971, "epoch": 57, "iter": 4194, "memory": 7298, "step": 4194}
- {"coco/bbox_mAP": 0.365, "coco/bbox_mAP_50": 0.686, "coco/bbox_mAP_75": 0.305, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.337, "coco/bbox_mAP_l": 0.549, "data_time": 0.027299837632612747, "time": 0.047535484487360176, "step": 57}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3065514612197876, "loss": 8.488782901763916, "loss_cls": 0.6274486768245697, "loss_bbox": 0.06946669697761536, "loss_iou": 0.5343755722045899, "d0.loss_cls": 0.6191708362102508, "d0.loss_bbox": 0.07638127222657204, "d0.loss_iou": 0.5788260900974274, "d1.loss_cls": 0.653739322423935, "d1.loss_bbox": 0.07051258474588394, "d1.loss_iou": 0.5438879257440568, "enc_loss_cls": 0.6267178213596344, "enc_loss_bbox": 0.0988381527364254, "enc_loss_iou": 0.6926393210887909, "dn_loss_cls": 0.4361095380783081, "dn_loss_bbox": 0.06894244879484177, "dn_loss_iou": 0.5424560046195984, "d0.dn_loss_cls": 0.4393828129768372, "d0.dn_loss_bbox": 0.08821270644664764, "d0.dn_loss_iou": 0.6593581330776215, "d1.dn_loss_cls": 0.45251480996608734, "d1.dn_loss_bbox": 0.06881102278828621, "d1.dn_loss_iou": 0.540991091132164, "time": 0.6840299654006958, "epoch": 58, "iter": 4268, "memory": 7298, "step": 4268}
- {"coco/bbox_mAP": 0.381, "coco/bbox_mAP_50": 0.658, "coco/bbox_mAP_75": 0.408, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.345, "coco/bbox_mAP_l": 0.592, "data_time": 0.02375065196644176, "time": 0.04328807917508212, "step": 58}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2770841646194458, "loss": 8.238136482238769, "loss_cls": 0.5951103127002716, "loss_bbox": 0.0644441694766283, "loss_iou": 0.5201710486412048, "d0.loss_cls": 0.6029073989391327, "d0.loss_bbox": 0.07258337497711181, "d0.loss_iou": 0.5618365198373795, "d1.loss_cls": 0.6047009575366974, "d1.loss_bbox": 0.0653710874170065, "d1.loss_iou": 0.5237252819538116, "enc_loss_cls": 0.6353536474704743, "enc_loss_bbox": 0.09111293457448483, "enc_loss_iou": 0.6718859678506851, "dn_loss_cls": 0.4253693038225174, "dn_loss_bbox": 0.06536318577826022, "dn_loss_iou": 0.5339730548858642, "d0.dn_loss_cls": 0.44008941769599913, "d0.dn_loss_bbox": 0.08383808210492134, "d0.dn_loss_iou": 0.6542446780204773, "d1.dn_loss_cls": 0.42930259585380554, "d1.dn_loss_bbox": 0.06517183177173137, "d1.dn_loss_iou": 0.5315816032886506, "time": 0.6463719415664673, "epoch": 59, "iter": 4342, "memory": 7298, "step": 4342}
- {"coco/bbox_mAP": 0.398, "coco/bbox_mAP_50": 0.704, "coco/bbox_mAP_75": 0.498, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.326, "coco/bbox_mAP_l": 0.66, "data_time": 0.025086901404640892, "time": 0.041851260445334694, "step": 59}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28301985263824464, "loss": 8.35443684577942, "loss_cls": 0.5945039629936218, "loss_bbox": 0.06653350211679936, "loss_iou": 0.5387460136413574, "d0.loss_cls": 0.6126315522193909, "d0.loss_bbox": 0.07394869424402714, "d0.loss_iou": 0.5805274498462677, "d1.loss_cls": 0.6040379118919372, "d1.loss_bbox": 0.06648799762129784, "d1.loss_iou": 0.5421729171276093, "enc_loss_cls": 0.6068134307861328, "enc_loss_bbox": 0.09693487100303173, "enc_loss_iou": 0.7091852271556854, "dn_loss_cls": 0.42686654925346373, "dn_loss_bbox": 0.06596961505711078, "dn_loss_iou": 0.544306817650795, "d0.dn_loss_cls": 0.4446479260921478, "d0.dn_loss_bbox": 0.08412868469953537, "d0.dn_loss_iou": 0.6565906345844269, "d1.dn_loss_cls": 0.430634446144104, "d1.dn_loss_bbox": 0.06585154145956039, "d1.dn_loss_iou": 0.5429168844223022, "time": 0.6576455497741699, "epoch": 60, "iter": 4416, "memory": 7298, "step": 4416}
- {"coco/bbox_mAP": 0.407, "coco/bbox_mAP_50": 0.692, "coco/bbox_mAP_75": 0.481, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.347, "coco/bbox_mAP_l": 0.625, "data_time": 0.02792113477533514, "time": 0.04746944254094904, "step": 60}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.296260142326355, "loss": 8.408744306564332, "loss_cls": 0.62121577501297, "loss_bbox": 0.06546584732830524, "loss_iou": 0.5269019162654877, "d0.loss_cls": 0.640824835896492, "d0.loss_bbox": 0.07446238830685616, "d0.loss_iou": 0.5675125443935394, "d1.loss_cls": 0.6380484390258789, "d1.loss_bbox": 0.06793062403798103, "d1.loss_iou": 0.5376672285795212, "enc_loss_cls": 0.667858316898346, "enc_loss_bbox": 0.09157204531133174, "enc_loss_iou": 0.6679255878925323, "dn_loss_cls": 0.42407587051391604, "dn_loss_bbox": 0.06487837418913842, "dn_loss_iou": 0.5348120999336242, "d0.dn_loss_cls": 0.45087154507637023, "d0.dn_loss_bbox": 0.08296839654445648, "d0.dn_loss_iou": 0.6491483330726624, "d1.dn_loss_cls": 0.43575884878635407, "d1.dn_loss_bbox": 0.06480483137071133, "d1.dn_loss_iou": 0.534040419459343, "time": 0.6716051721572875, "epoch": 61, "iter": 4490, "memory": 7298, "step": 4490}
- {"coco/bbox_mAP": 0.414, "coco/bbox_mAP_50": 0.701, "coco/bbox_mAP_75": 0.541, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.383, "coco/bbox_mAP_l": 0.573, "data_time": 0.025603316046974876, "time": 0.043706655502319336, "step": 61}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.295930290222168, "loss": 8.161618385314942, "loss_cls": 0.5893307840824127, "loss_bbox": 0.06414151221513748, "loss_iou": 0.5146429777145386, "d0.loss_cls": 0.6176127737760544, "d0.loss_bbox": 0.0743500705063343, "d0.loss_iou": 0.5632592099905014, "d1.loss_cls": 0.5978668642044067, "d1.loss_bbox": 0.06550323031842709, "d1.loss_iou": 0.518447345495224, "enc_loss_cls": 0.6587865614891052, "enc_loss_bbox": 0.09058586172759533, "enc_loss_iou": 0.66050999045372, "dn_loss_cls": 0.42247180104255677, "dn_loss_bbox": 0.06173316948115826, "dn_loss_iou": 0.5096156823635102, "d0.dn_loss_cls": 0.4469643688201904, "d0.dn_loss_bbox": 0.08037627205252647, "d0.dn_loss_iou": 0.6299356985092163, "d1.dn_loss_cls": 0.4248959547281265, "d1.dn_loss_bbox": 0.061689123362302783, "d1.dn_loss_iou": 0.5088991504907608, "time": 0.667616138458252, "epoch": 62, "iter": 4564, "memory": 7298, "step": 4564}
- {"coco/bbox_mAP": 0.45, "coco/bbox_mAP_50": 0.721, "coco/bbox_mAP_75": 0.48, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.392, "coco/bbox_mAP_l": 0.701, "data_time": 0.02330095117742365, "time": 0.040569457140835846, "step": 62}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2729577827453613, "loss": 8.229179191589356, "loss_cls": 0.6180482017993927, "loss_bbox": 0.06411114152520896, "loss_iou": 0.5016191697120667, "d0.loss_cls": 0.6617201673984527, "d0.loss_bbox": 0.07553420752286912, "d0.loss_iou": 0.5467482799291611, "d1.loss_cls": 0.641209329366684, "d1.loss_bbox": 0.06430692277848721, "d1.loss_iou": 0.5031288123130798, "enc_loss_cls": 0.654125097990036, "enc_loss_bbox": 0.09556202933192254, "enc_loss_iou": 0.6547367024421692, "dn_loss_cls": 0.42183336079120637, "dn_loss_bbox": 0.06330421917140484, "dn_loss_iou": 0.5024886494874954, "d0.dn_loss_cls": 0.45169914603233335, "d0.dn_loss_bbox": 0.0841548676788807, "d0.dn_loss_iou": 0.6290666723251342, "d1.dn_loss_cls": 0.43113862097263334, "d1.dn_loss_bbox": 0.06323986962437629, "d1.dn_loss_iou": 0.5014036649465561, "time": 0.6634169912338257, "epoch": 63, "iter": 4638, "memory": 7298, "step": 4638}
- {"coco/bbox_mAP": 0.432, "coco/bbox_mAP_50": 0.672, "coco/bbox_mAP_75": 0.518, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.355, "coco/bbox_mAP_l": 0.696, "data_time": 0.023742827502163975, "time": 0.04151569713245739, "step": 63}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28355531215667723, "loss": 8.077600793838501, "loss_cls": 0.5912428325414658, "loss_bbox": 0.06402087762951851, "loss_iou": 0.5035373026132584, "d0.loss_cls": 0.6134722417593003, "d0.loss_bbox": 0.07045756667852401, "d0.loss_iou": 0.544845945239067, "d1.loss_cls": 0.5875430309772491, "d1.loss_bbox": 0.06553447999060154, "d1.loss_iou": 0.5070510786771775, "enc_loss_cls": 0.6271214842796325, "enc_loss_bbox": 0.08953268855810165, "enc_loss_iou": 0.6492238968610764, "dn_loss_cls": 0.41940738797187804, "dn_loss_bbox": 0.06411535494029522, "dn_loss_iou": 0.5163322043418884, "d0.dn_loss_cls": 0.4375263977050781, "d0.dn_loss_bbox": 0.08484533429145813, "d0.dn_loss_iou": 0.6427068281173706, "d1.dn_loss_cls": 0.41975931406021116, "d1.dn_loss_bbox": 0.06406324341893196, "d1.dn_loss_iou": 0.5152612495422363, "time": 0.6590699195861817, "epoch": 64, "iter": 4712, "memory": 7298, "step": 4712}
- {"coco/bbox_mAP": 0.456, "coco/bbox_mAP_50": 0.727, "coco/bbox_mAP_75": 0.601, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.387, "coco/bbox_mAP_l": 0.697, "data_time": 0.025509639219804245, "time": 0.042520999908447266, "step": 64}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30083972454071045, "loss": 8.187338943481445, "loss_cls": 0.5806861788034439, "loss_bbox": 0.06606537871062755, "loss_iou": 0.5294107413291931, "d0.loss_cls": 0.6002802562713623, "d0.loss_bbox": 0.07333261020481587, "d0.loss_iou": 0.5698312371969223, "d1.loss_cls": 0.5878851670026779, "d1.loss_bbox": 0.06759859278798103, "d1.loss_iou": 0.5356094068288804, "enc_loss_cls": 0.6221258264780044, "enc_loss_bbox": 0.09152233369648456, "enc_loss_iou": 0.6618611693382264, "dn_loss_cls": 0.4264326280355453, "dn_loss_bbox": 0.06426751255989074, "dn_loss_iou": 0.5297279834747315, "d0.dn_loss_cls": 0.43818334460258485, "d0.dn_loss_bbox": 0.0828842892497778, "d0.dn_loss_iou": 0.6373169040679931, "d1.dn_loss_cls": 0.42915412068367004, "d1.dn_loss_bbox": 0.06418460726737976, "d1.dn_loss_iou": 0.5289785504341126, "time": 0.6637625455856323, "epoch": 65, "iter": 4786, "memory": 7298, "step": 4786}
- {"coco/bbox_mAP": 0.446, "coco/bbox_mAP_50": 0.767, "coco/bbox_mAP_75": 0.435, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.389, "coco/bbox_mAP_l": 0.658, "data_time": 0.025714787569912998, "time": 0.0467531681060791, "step": 65}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3062723541259766, "loss": 8.078749799728394, "loss_cls": 0.5699716782569886, "loss_bbox": 0.06228536538779736, "loss_iou": 0.5158812147378922, "d0.loss_cls": 0.6008740574121475, "d0.loss_bbox": 0.06777379058301448, "d0.loss_iou": 0.5511802470684052, "d1.loss_cls": 0.6153106284141541, "d1.loss_bbox": 0.06434838689863681, "d1.loss_iou": 0.5192280477285385, "enc_loss_cls": 0.6150855731964111, "enc_loss_bbox": 0.08562912866473198, "enc_loss_iou": 0.6543842321634292, "dn_loss_cls": 0.4251790934801102, "dn_loss_bbox": 0.05993179179728031, "dn_loss_iou": 0.5112984573841095, "d0.dn_loss_cls": 0.44618026077747347, "d0.dn_loss_bbox": 0.07718451708555221, "d0.dn_loss_iou": 0.6244264626502991, "d1.dn_loss_cls": 0.4425533676147461, "d1.dn_loss_bbox": 0.05983573257923126, "d1.dn_loss_iou": 0.5102077132463455, "time": 0.6647222471237183, "epoch": 66, "iter": 4860, "memory": 7298, "step": 4860}
- {"coco/bbox_mAP": 0.474, "coco/bbox_mAP_50": 0.796, "coco/bbox_mAP_75": 0.561, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.413, "coco/bbox_mAP_l": 0.696, "data_time": 0.025519392707131126, "time": 0.04260095683011142, "step": 66}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2865883731842041, "loss": 7.9793109035491945, "loss_cls": 0.584740880727768, "loss_bbox": 0.059159385710954665, "loss_iou": 0.49079034984111786, "d0.loss_cls": 0.6005138075351715, "d0.loss_bbox": 0.0659423553943634, "d0.loss_iou": 0.5323105531930924, "d1.loss_cls": 0.5942784136533737, "d1.loss_bbox": 0.05987344220280647, "d1.loss_iou": 0.4954546982049942, "enc_loss_cls": 0.6317921149730682, "enc_loss_bbox": 0.09012502521276473, "enc_loss_iou": 0.6504660826921463, "dn_loss_cls": 0.42114055216312407, "dn_loss_bbox": 0.060489308908581736, "dn_loss_iou": 0.5035076546669006, "d0.dn_loss_cls": 0.43688575029373167, "d0.dn_loss_bbox": 0.08139917187392712, "d0.dn_loss_iou": 0.6329100370407105, "d1.dn_loss_cls": 0.42436603784561155, "d1.dn_loss_bbox": 0.06043004535138607, "d1.dn_loss_iou": 0.5027352011203766, "time": 0.6656474208831787, "epoch": 67, "iter": 4934, "memory": 7298, "step": 4934}
- {"coco/bbox_mAP": 0.488, "coco/bbox_mAP_50": 0.775, "coco/bbox_mAP_75": 0.566, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.431, "coco/bbox_mAP_l": 0.724, "data_time": 0.025191328742287376, "time": 0.04198256405917081, "step": 67}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2915117931365967, "loss": 8.008100709915162, "loss_cls": 0.5747666221857071, "loss_bbox": 0.06164866797626019, "loss_iou": 0.5021508127450943, "d0.loss_cls": 0.6131089103221893, "d0.loss_bbox": 0.06945404790341854, "d0.loss_iou": 0.5436238634586334, "d1.loss_cls": 0.5804773849248887, "d1.loss_bbox": 0.06369544245302677, "d1.loss_iou": 0.5050309598445892, "enc_loss_cls": 0.6377688997983932, "enc_loss_bbox": 0.0911504504084587, "enc_loss_iou": 0.6527783280611038, "dn_loss_cls": 0.41763009190559386, "dn_loss_bbox": 0.059651995226740834, "dn_loss_iou": 0.5038634866476059, "d0.dn_loss_cls": 0.4459993237257004, "d0.dn_loss_bbox": 0.0794743500649929, "d0.dn_loss_iou": 0.6228262597322464, "d1.dn_loss_cls": 0.42041146516799927, "d1.dn_loss_bbox": 0.05959168896079063, "d1.dn_loss_iou": 0.5029975998401642, "time": 0.6677359247207642, "epoch": 68, "iter": 5008, "memory": 7298, "step": 5008}
- {"coco/bbox_mAP": 0.484, "coco/bbox_mAP_50": 0.786, "coco/bbox_mAP_75": 0.571, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.417, "coco/bbox_mAP_l": 0.734, "data_time": 0.02470419623635032, "time": 0.04149083657698198, "step": 68}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27945408821105955, "loss": 7.811233491897583, "loss_cls": 0.5609534186124802, "loss_bbox": 0.05792687930166721, "loss_iou": 0.49313479840755464, "d0.loss_cls": 0.5978394973278046, "d0.loss_bbox": 0.06680041752755642, "d0.loss_iou": 0.5323858773708343, "d1.loss_cls": 0.5638773721456528, "d1.loss_bbox": 0.05823246873915196, "d1.loss_iou": 0.4932951688766479, "enc_loss_cls": 0.6119461500644684, "enc_loss_bbox": 0.08736489042639732, "enc_loss_iou": 0.6405077576637268, "dn_loss_cls": 0.4142152887582779, "dn_loss_bbox": 0.05759822875261307, "dn_loss_iou": 0.4894298046827316, "d0.dn_loss_cls": 0.4431015121936798, "d0.dn_loss_bbox": 0.0769023835659027, "d0.dn_loss_iou": 0.6063682758808135, "d1.dn_loss_cls": 0.4138188636302948, "d1.dn_loss_bbox": 0.05754604555666447, "d1.dn_loss_iou": 0.48798837840557097, "time": 0.6547709894180298, "epoch": 69, "iter": 5082, "memory": 7298, "step": 5082}
- {"coco/bbox_mAP": 0.483, "coco/bbox_mAP_50": 0.781, "coco/bbox_mAP_75": 0.597, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.424, "coco/bbox_mAP_l": 0.719, "data_time": 0.02438155087557706, "time": 0.04139542579650879, "step": 69}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28257265090942385, "loss": 8.069057893753051, "loss_cls": 0.5690943670272827, "loss_bbox": 0.06321055516600609, "loss_iou": 0.516640049815178, "d0.loss_cls": 0.6042189627885819, "d0.loss_bbox": 0.07099029950797558, "d0.loss_iou": 0.5525147914886475, "d1.loss_cls": 0.5794883984327316, "d1.loss_bbox": 0.06401259183883667, "d1.loss_iou": 0.52005262196064, "enc_loss_cls": 0.5989702790975571, "enc_loss_bbox": 0.09430054292082786, "enc_loss_iou": 0.6746976000070571, "dn_loss_cls": 0.4237776637077332, "dn_loss_bbox": 0.0625325408577919, "dn_loss_iou": 0.5156274324655533, "d0.dn_loss_cls": 0.4450943076610565, "d0.dn_loss_bbox": 0.08039595767855644, "d0.dn_loss_iou": 0.6289155459403992, "d1.dn_loss_cls": 0.42796057760715484, "d1.dn_loss_bbox": 0.062430986985564235, "d1.dn_loss_iou": 0.5141319179534912, "time": 0.653919849395752, "epoch": 70, "iter": 5156, "memory": 7298, "step": 5156}
- {"coco/bbox_mAP": 0.475, "coco/bbox_mAP_50": 0.754, "coco/bbox_mAP_75": 0.559, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.415, "coco/bbox_mAP_l": 0.707, "data_time": 0.022798646580089222, "time": 0.03972125053405762, "step": 70}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28190627574920657, "loss": 7.627371473312378, "loss_cls": 0.5607903081178666, "loss_bbox": 0.05726015836000443, "loss_iou": 0.4622638487815857, "d0.loss_cls": 0.589739264845848, "d0.loss_bbox": 0.06347355969250203, "d0.loss_iou": 0.5012223559617996, "d1.loss_cls": 0.5622156172990799, "d1.loss_bbox": 0.05855671614408493, "d1.loss_iou": 0.46619310915470125, "enc_loss_cls": 0.6036185133457184, "enc_loss_bbox": 0.08586899019777774, "enc_loss_iou": 0.6253992062807083, "dn_loss_cls": 0.4133781737089157, "dn_loss_bbox": 0.05675217539072037, "dn_loss_iou": 0.4710479474067688, "d0.dn_loss_cls": 0.4387499439716339, "d0.dn_loss_bbox": 0.07590261995792388, "d0.dn_loss_iou": 0.5933551746606827, "d1.dn_loss_cls": 0.4148081851005554, "d1.dn_loss_bbox": 0.056677565798163416, "d1.dn_loss_iou": 0.47009789109230044, "time": 0.662170033454895, "epoch": 71, "iter": 5230, "memory": 7298, "step": 5230}
- {"coco/bbox_mAP": 0.493, "coco/bbox_mAP_50": 0.768, "coco/bbox_mAP_75": 0.581, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.431, "coco/bbox_mAP_l": 0.719, "data_time": 0.02434431422840465, "time": 0.040688146244395866, "step": 71}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3085551929473877, "loss": 7.653452777862549, "loss_cls": 0.5442906349897385, "loss_bbox": 0.054593264162540435, "loss_iou": 0.4734642577171326, "d0.loss_cls": 0.5759970337152481, "d0.loss_bbox": 0.06369183644652367, "d0.loss_iou": 0.5128223121166229, "d1.loss_cls": 0.5547080421447754, "d1.loss_bbox": 0.0565525671094656, "d1.loss_iou": 0.47813210666179656, "enc_loss_cls": 0.5965167498588562, "enc_loss_bbox": 0.08678050972521305, "enc_loss_iou": 0.6546998208761216, "dn_loss_cls": 0.41078472793102266, "dn_loss_bbox": 0.05510722041130066, "dn_loss_iou": 0.4802308905124664, "d0.dn_loss_cls": 0.4332519620656967, "d0.dn_loss_bbox": 0.07326682694256306, "d0.dn_loss_iou": 0.5981261378526688, "d1.dn_loss_cls": 0.41614359557628633, "d1.dn_loss_bbox": 0.055005183219909666, "d1.dn_loss_iou": 0.47928713023662567, "time": 0.694193983078003, "epoch": 72, "iter": 5304, "memory": 7298, "step": 5304}
- {"coco/bbox_mAP": 0.471, "coco/bbox_mAP_50": 0.793, "coco/bbox_mAP_75": 0.482, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.448, "coco/bbox_mAP_l": 0.634, "data_time": 0.025032932108098812, "time": 0.04042092236605557, "step": 72}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2958761405944824, "loss": 7.494784564971924, "loss_cls": 0.555668688416481, "loss_bbox": 0.052593920677900315, "loss_iou": 0.4522843867540359, "d0.loss_cls": 0.5908679068088531, "d0.loss_bbox": 0.062006628811359404, "d0.loss_iou": 0.4958836215734482, "d1.loss_cls": 0.5587002629041672, "d1.loss_bbox": 0.05358973652124405, "d1.loss_iou": 0.4567925924062729, "enc_loss_cls": 0.6110227692127228, "enc_loss_bbox": 0.08227702215313912, "enc_loss_iou": 0.602319643497467, "dn_loss_cls": 0.40858460366725924, "dn_loss_bbox": 0.05297478873282671, "dn_loss_iou": 0.4556845360994339, "d0.dn_loss_cls": 0.43886335611343386, "d0.dn_loss_bbox": 0.0712983874976635, "d0.dn_loss_iou": 0.574494634270668, "d1.dn_loss_cls": 0.4111063754558563, "d1.dn_loss_bbox": 0.05290282804518938, "d1.dn_loss_iou": 0.4548679393529892, "time": 0.6709075021743774, "epoch": 73, "iter": 5378, "memory": 7298, "step": 5378}
- {"coco/bbox_mAP": 0.503, "coco/bbox_mAP_50": 0.784, "coco/bbox_mAP_75": 0.617, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.438, "coco/bbox_mAP_l": 0.734, "data_time": 0.02514494549144398, "time": 0.04087840427051891, "step": 73}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31421091079711916, "loss": 7.757786874771118, "loss_cls": 0.5706030678749084, "loss_bbox": 0.05766025148332119, "loss_iou": 0.4666479510068893, "d0.loss_cls": 0.6081448602676391, "d0.loss_bbox": 0.06807641282677651, "d0.loss_iou": 0.5183848065137863, "d1.loss_cls": 0.5816640383005143, "d1.loss_bbox": 0.05928329832851887, "d1.loss_iou": 0.47145326137542726, "enc_loss_cls": 0.6185072708129883, "enc_loss_bbox": 0.08545086510479451, "enc_loss_iou": 0.6286219507455826, "dn_loss_cls": 0.41454676806926727, "dn_loss_bbox": 0.056253913566470144, "dn_loss_iou": 0.4758837515115738, "d0.dn_loss_cls": 0.44543217420578, "d0.dn_loss_bbox": 0.07651064611971378, "d0.dn_loss_iou": 0.6039947324991226, "d1.dn_loss_cls": 0.4200826686620712, "d1.dn_loss_bbox": 0.056136382222175596, "d1.dn_loss_iou": 0.4744478088617325, "time": 0.698076171875, "epoch": 74, "iter": 5452, "memory": 7293, "step": 5452}
- {"coco/bbox_mAP": 0.5, "coco/bbox_mAP_50": 0.783, "coco/bbox_mAP_75": 0.577, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.441, "coco/bbox_mAP_l": 0.719, "data_time": 0.029375314712524414, "time": 0.048686851154674186, "step": 74}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2840483570098877, "loss": 7.831849479675293, "loss_cls": 0.5965557897090912, "loss_bbox": 0.055769967138767244, "loss_iou": 0.4760791671276092, "d0.loss_cls": 0.6136084008216858, "d0.loss_bbox": 0.06611108414828777, "d0.loss_iou": 0.512466910481453, "d1.loss_cls": 0.5941485667228699, "d1.loss_bbox": 0.056445071175694465, "d1.loss_iou": 0.47574851870536805, "enc_loss_cls": 0.6461624956130981, "enc_loss_bbox": 0.08679983489215375, "enc_loss_iou": 0.6365889608860016, "dn_loss_cls": 0.41866172432899473, "dn_loss_bbox": 0.05571648195385933, "dn_loss_iou": 0.4789521300792694, "d0.dn_loss_cls": 0.43633743822574617, "d0.dn_loss_bbox": 0.07437594011425971, "d0.dn_loss_iou": 0.5992523795366287, "d1.dn_loss_cls": 0.41890417873859404, "d1.dn_loss_bbox": 0.055600728318095205, "d1.dn_loss_iou": 0.477563738822937, "time": 0.6444432210922241, "epoch": 75, "iter": 5526, "memory": 7298, "step": 5526}
- {"coco/bbox_mAP": 0.494, "coco/bbox_mAP_50": 0.785, "coco/bbox_mAP_75": 0.618, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.462, "coco/bbox_mAP_l": 0.673, "data_time": 0.03044063394719904, "time": 0.054266171021894974, "step": 75}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29587425708770754, "loss": 7.709209871292114, "loss_cls": 0.578237710595131, "loss_bbox": 0.057000155374407765, "loss_iou": 0.4697290802001953, "d0.loss_cls": 0.5709093582630157, "d0.loss_bbox": 0.06584224201738835, "d0.loss_iou": 0.5175717091560363, "d1.loss_cls": 0.5870154374837875, "d1.loss_bbox": 0.05749020040035248, "d1.loss_iou": 0.4722926265001297, "enc_loss_cls": 0.6368177664279938, "enc_loss_bbox": 0.08140992380678654, "enc_loss_iou": 0.617750752568245, "dn_loss_cls": 0.42225915014743803, "dn_loss_bbox": 0.05456488132476807, "dn_loss_iou": 0.47052821159362795, "d0.dn_loss_cls": 0.43911646485328676, "d0.dn_loss_bbox": 0.07290669940412045, "d0.dn_loss_iou": 0.5908329737186432, "d1.dn_loss_cls": 0.4226605772972107, "d1.dn_loss_bbox": 0.054510987401008605, "d1.dn_loss_iou": 0.46976293861866, "time": 0.670497317314148, "epoch": 76, "iter": 5600, "memory": 7298, "step": 5600}
- {"coco/bbox_mAP": 0.485, "coco/bbox_mAP_50": 0.784, "coco/bbox_mAP_75": 0.617, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.447, "coco/bbox_mAP_l": 0.664, "data_time": 0.024303674697875977, "time": 0.04367819699374112, "step": 76}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3231753969192505, "loss": 7.351621809005738, "loss_cls": 0.5438859504461289, "loss_bbox": 0.05075496006757021, "loss_iou": 0.43696255385875704, "d0.loss_cls": 0.5718203550577163, "d0.loss_bbox": 0.06193534020334482, "d0.loss_iou": 0.4780327206850052, "d1.loss_cls": 0.5482772439718246, "d1.loss_bbox": 0.05184885710477829, "d1.loss_iou": 0.4404262775182724, "enc_loss_cls": 0.583398015499115, "enc_loss_bbox": 0.07984512634575366, "enc_loss_iou": 0.5949392312765122, "dn_loss_cls": 0.40791979610919954, "dn_loss_bbox": 0.05233714926987886, "dn_loss_iou": 0.4519320040941238, "d0.dn_loss_cls": 0.43644144117832184, "d0.dn_loss_bbox": 0.07140350334346295, "d0.dn_loss_iou": 0.5767884862422943, "d1.dn_loss_cls": 0.4096262466907501, "d1.dn_loss_bbox": 0.05224921159446239, "d1.dn_loss_iou": 0.4507973885536194, "time": 0.7040686321258545, "epoch": 77, "iter": 5674, "memory": 7298, "step": 5674}
- {"coco/bbox_mAP": 0.488, "coco/bbox_mAP_50": 0.78, "coco/bbox_mAP_75": 0.567, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.438, "coco/bbox_mAP_l": 0.685, "data_time": 0.02908737009221857, "time": 0.05152492089705034, "step": 77}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3128582763671875, "loss": 7.437978715896606, "loss_cls": 0.541024683713913, "loss_bbox": 0.052860634475946425, "loss_iou": 0.4406036627292633, "d0.loss_cls": 0.5862711054086686, "d0.loss_bbox": 0.05927696235477924, "d0.loss_iou": 0.47799909234046933, "d1.loss_cls": 0.5487714242935181, "d1.loss_bbox": 0.0546411669254303, "d1.loss_iou": 0.4431403160095215, "enc_loss_cls": 0.6087313348054886, "enc_loss_bbox": 0.08808678008615971, "enc_loss_iou": 0.6311587399244308, "dn_loss_cls": 0.40490211725234987, "dn_loss_bbox": 0.053437278047204016, "dn_loss_iou": 0.4485864681005478, "d0.dn_loss_cls": 0.43781976878643036, "d0.dn_loss_bbox": 0.07368115663528442, "d0.dn_loss_iou": 0.5757525116205215, "d1.dn_loss_cls": 0.41018267810344694, "d1.dn_loss_bbox": 0.05336762711405754, "d1.dn_loss_iou": 0.4476832050085068, "time": 0.6861857843399047, "epoch": 78, "iter": 5748, "memory": 7298, "step": 5748}
- {"coco/bbox_mAP": 0.495, "coco/bbox_mAP_50": 0.772, "coco/bbox_mAP_75": 0.528, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.435, "coco/bbox_mAP_l": 0.736, "data_time": 0.031115401874889027, "time": 0.05292708223516291, "step": 78}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27796752452850343, "loss": 7.477540016174316, "loss_cls": 0.553289914727211, "loss_bbox": 0.05113955937325954, "loss_iou": 0.43904419124126437, "d0.loss_cls": 0.5883468425273896, "d0.loss_bbox": 0.059113312736153605, "d0.loss_iou": 0.480660896897316, "d1.loss_cls": 0.5681491035223007, "d1.loss_bbox": 0.052702225595712665, "d1.loss_iou": 0.4453435498476028, "enc_loss_cls": 0.6019622039794922, "enc_loss_bbox": 0.0843124520033598, "enc_loss_iou": 0.60881911277771, "dn_loss_cls": 0.40678188383579256, "dn_loss_bbox": 0.05405991442501545, "dn_loss_iou": 0.4569868993759155, "d0.dn_loss_cls": 0.436062154173851, "d0.dn_loss_bbox": 0.07449708066880703, "d0.dn_loss_iou": 0.592055469751358, "d1.dn_loss_cls": 0.41402029573917387, "d1.dn_loss_bbox": 0.05399773918092251, "d1.dn_loss_iou": 0.45619514882564544, "time": 0.6461562633514404, "epoch": 79, "iter": 5822, "memory": 7298, "step": 5822}
- {"coco/bbox_mAP": 0.513, "coco/bbox_mAP_50": 0.785, "coco/bbox_mAP_75": 0.617, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.452, "coco/bbox_mAP_l": 0.728, "data_time": 0.025003043088045986, "time": 0.041533795270052826, "step": 79}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3130931901931763, "loss": 7.42627857208252, "loss_cls": 0.5289435404539108, "loss_bbox": 0.0552956086397171, "loss_iou": 0.4617394137382507, "d0.loss_cls": 0.5781708353757858, "d0.loss_bbox": 0.06376503959298134, "d0.loss_iou": 0.49881364941596984, "d1.loss_cls": 0.5388850700855256, "d1.loss_bbox": 0.055654866360127925, "d1.loss_iou": 0.46295587956905365, "enc_loss_cls": 0.5816522061824798, "enc_loss_bbox": 0.0809608545154333, "enc_loss_iou": 0.6046839505434036, "dn_loss_cls": 0.40589049994945525, "dn_loss_bbox": 0.053075588047504424, "dn_loss_iou": 0.45700208604335785, "d0.dn_loss_cls": 0.4376667493581772, "d0.dn_loss_bbox": 0.07077926240861415, "d0.dn_loss_iou": 0.5713945686817169, "d1.dn_loss_cls": 0.41010491669178006, "d1.dn_loss_bbox": 0.05297100946307182, "d1.dn_loss_iou": 0.45587298572063445, "time": 0.704540376663208, "epoch": 80, "iter": 5896, "memory": 7298, "step": 5896}
- {"coco/bbox_mAP": 0.526, "coco/bbox_mAP_50": 0.786, "coco/bbox_mAP_75": 0.653, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.472, "coco/bbox_mAP_l": 0.721, "data_time": 0.024299903349442917, "time": 0.03968379714272239, "step": 80}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28106108188629153, "loss": 7.457590665817261, "loss_cls": 0.5377924174070359, "loss_bbox": 0.05488849751651287, "loss_iou": 0.45260641515254973, "d0.loss_cls": 0.5769727897644042, "d0.loss_bbox": 0.06267895244061947, "d0.loss_iou": 0.49189436256885527, "d1.loss_cls": 0.53857739508152, "d1.loss_bbox": 0.05622197337448597, "d1.loss_iou": 0.4564424830675125, "enc_loss_cls": 0.6055406558513642, "enc_loss_bbox": 0.08565170109272004, "enc_loss_iou": 0.6196632021665573, "dn_loss_cls": 0.4040672528743744, "dn_loss_bbox": 0.055318579524755475, "dn_loss_iou": 0.45901465475559233, "d0.dn_loss_cls": 0.4304120457172394, "d0.dn_loss_bbox": 0.07361455403268337, "d0.dn_loss_iou": 0.579481703042984, "d1.dn_loss_cls": 0.40415461599826813, "d1.dn_loss_bbox": 0.05520964980125427, "d1.dn_loss_iou": 0.45738684713840483, "time": 0.653472785949707, "epoch": 81, "iter": 5970, "memory": 7298, "step": 5970}
- {"coco/bbox_mAP": 0.537, "coco/bbox_mAP_50": 0.821, "coco/bbox_mAP_75": 0.668, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.477, "coco/bbox_mAP_l": 0.749, "data_time": 0.02634263038635254, "time": 0.04397160356695002, "step": 81}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2874767351150513, "loss": 7.2695089626312255, "loss_cls": 0.526933736205101, "loss_bbox": 0.05035799950361252, "loss_iou": 0.43210087954998017, "d0.loss_cls": 0.5553673297166825, "d0.loss_bbox": 0.058001256808638574, "d0.loss_iou": 0.476751424074173, "d1.loss_cls": 0.5418100166320801, "d1.loss_bbox": 0.05068757876753807, "d1.loss_iou": 0.4338081681728363, "enc_loss_cls": 0.5838993936777115, "enc_loss_bbox": 0.0800466651469469, "enc_loss_iou": 0.6023665773868561, "dn_loss_cls": 0.4045316970348358, "dn_loss_bbox": 0.051914862021803856, "dn_loss_iou": 0.44631305694580076, "d0.dn_loss_cls": 0.4323829048871994, "d0.dn_loss_bbox": 0.06986610881984234, "d0.dn_loss_iou": 0.5680480617284774, "d1.dn_loss_cls": 0.4070402556657791, "d1.dn_loss_bbox": 0.05185058657079935, "d1.dn_loss_iou": 0.44543050587177274, "time": 0.6472404479980469, "epoch": 82, "iter": 6044, "memory": 7298, "step": 6044}
- {"coco/bbox_mAP": 0.538, "coco/bbox_mAP_50": 0.803, "coco/bbox_mAP_75": 0.667, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.481, "coco/bbox_mAP_l": 0.727, "data_time": 0.024301073767922142, "time": 0.03986146233298562, "step": 82}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29900742530822755, "loss": 7.311402530670166, "loss_cls": 0.5429914855957031, "loss_bbox": 0.050404305309057235, "loss_iou": 0.4318693220615387, "d0.loss_cls": 0.5824002319574356, "d0.loss_bbox": 0.05664284393191338, "d0.loss_iou": 0.4611452043056488, "d1.loss_cls": 0.5513143479824066, "d1.loss_bbox": 0.05125594139099121, "d1.loss_iou": 0.43244808495044706, "enc_loss_cls": 0.6107476782798767, "enc_loss_bbox": 0.08189314372837543, "enc_loss_iou": 0.5962374120950699, "dn_loss_cls": 0.40541391909122465, "dn_loss_bbox": 0.05139471765607596, "dn_loss_iou": 0.4429305225610733, "d0.dn_loss_cls": 0.4300315141677856, "d0.dn_loss_bbox": 0.07000921338796616, "d0.dn_loss_iou": 0.561244679093361, "d1.dn_loss_cls": 0.4079874569177628, "d1.dn_loss_bbox": 0.051299149692058565, "d1.dn_loss_iou": 0.441741338968277, "time": 0.6786434268951416, "epoch": 83, "iter": 6118, "memory": 7298, "step": 6118}
- {"coco/bbox_mAP": 0.526, "coco/bbox_mAP_50": 0.804, "coco/bbox_mAP_75": 0.641, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.478, "coco/bbox_mAP_l": 0.701, "data_time": 0.025106581774624912, "time": 0.04042805324901234, "step": 83}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29594486236572265, "loss": 7.1303951454162595, "loss_cls": 0.527315913438797, "loss_bbox": 0.048349797390401364, "loss_iou": 0.42097260653972624, "d0.loss_cls": 0.5588481384515762, "d0.loss_bbox": 0.05463666200637817, "d0.loss_iou": 0.4523274976015091, "d1.loss_cls": 0.5308382171392441, "d1.loss_bbox": 0.04842607725411654, "d1.loss_iou": 0.4222833961248398, "enc_loss_cls": 0.5919889903068543, "enc_loss_bbox": 0.07726875036954879, "enc_loss_iou": 0.5894818758964538, "dn_loss_cls": 0.4019650775194168, "dn_loss_bbox": 0.04855692736804485, "dn_loss_iou": 0.4290705847740173, "d0.dn_loss_cls": 0.4283694672584534, "d0.dn_loss_bbox": 0.066643211171031, "d0.dn_loss_iou": 0.5537641882896424, "d1.dn_loss_cls": 0.4025510001182556, "d1.dn_loss_bbox": 0.04847541853785515, "d1.dn_loss_iou": 0.4282613229751587, "time": 0.6787893867492676, "epoch": 84, "iter": 6192, "memory": 7298, "step": 6192}
- {"coco/bbox_mAP": 0.555, "coco/bbox_mAP_50": 0.829, "coco/bbox_mAP_75": 0.664, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.494, "coco/bbox_mAP_l": 0.75, "data_time": 0.024869853799993343, "time": 0.04030971093611284, "step": 84}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2932192325592041, "loss": 7.371595144271851, "loss_cls": 0.5391155880689621, "loss_bbox": 0.05210177857428789, "loss_iou": 0.4400317215919495, "d0.loss_cls": 0.6015087366104126, "d0.loss_bbox": 0.060542120337486266, "d0.loss_iou": 0.48279084503650666, "d1.loss_cls": 0.5433322566747666, "d1.loss_bbox": 0.05367755092680454, "d1.loss_iou": 0.4414531296491623, "enc_loss_cls": 0.5951745373010635, "enc_loss_bbox": 0.07857284091413021, "enc_loss_iou": 0.5928076505661011, "dn_loss_cls": 0.409757159948349, "dn_loss_bbox": 0.05270593840628862, "dn_loss_iou": 0.4420486921072006, "d0.dn_loss_cls": 0.4495318293571472, "d0.dn_loss_bbox": 0.07117570281028747, "d0.dn_loss_iou": 0.5609939181804657, "d1.dn_loss_cls": 0.4106227260828018, "d1.dn_loss_bbox": 0.052623853385448456, "d1.dn_loss_iou": 0.44102662801742554, "time": 0.66135826587677, "epoch": 85, "iter": 6266, "memory": 7298, "step": 6266}
- {"coco/bbox_mAP": 0.559, "coco/bbox_mAP_50": 0.811, "coco/bbox_mAP_75": 0.66, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.479, "coco/bbox_mAP_l": 0.797, "data_time": 0.0228490179235285, "time": 0.039400252428921784, "step": 85}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2861726999282837, "loss": 7.334428825378418, "loss_cls": 0.5449938851594925, "loss_bbox": 0.052157397605478766, "loss_iou": 0.437794953584671, "d0.loss_cls": 0.5625062388181686, "d0.loss_bbox": 0.05944353878498077, "d0.loss_iou": 0.47934076249599455, "d1.loss_cls": 0.5397914409637451, "d1.loss_bbox": 0.05357353884726763, "d1.loss_iou": 0.4413218683004379, "enc_loss_cls": 0.5895978796482086, "enc_loss_bbox": 0.0848250562697649, "enc_loss_iou": 0.6117833465337753, "dn_loss_cls": 0.406804655790329, "dn_loss_bbox": 0.051549588926136494, "dn_loss_iou": 0.4439443564414978, "d0.dn_loss_cls": 0.4345783269405365, "d0.dn_loss_bbox": 0.07092836029827594, "d0.dn_loss_iou": 0.5682259184122086, "d1.dn_loss_cls": 0.40694751501083376, "d1.dn_loss_bbox": 0.051467337161302563, "d1.dn_loss_iou": 0.4428528487682343, "time": 0.6755586957931519, "epoch": 86, "iter": 6340, "memory": 7298, "step": 6340}
- {"coco/bbox_mAP": 0.53, "coco/bbox_mAP_50": 0.782, "coco/bbox_mAP_75": 0.644, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.486, "coco/bbox_mAP_l": 0.732, "data_time": 0.0281069278717041, "time": 0.047686555168845436, "step": 86}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2870759391784668, "loss": 7.34878568649292, "loss_cls": 0.5434718871116638, "loss_bbox": 0.0503858956694603, "loss_iou": 0.4332873070240021, "d0.loss_cls": 0.5680869275331497, "d0.loss_bbox": 0.057396969869732854, "d0.loss_iou": 0.46940564215183256, "d1.loss_cls": 0.5603686720132828, "d1.loss_bbox": 0.05040163468569517, "d1.loss_iou": 0.4326386266946793, "enc_loss_cls": 0.5882959479093551, "enc_loss_bbox": 0.07903563976287842, "enc_loss_iou": 0.5878948640823364, "dn_loss_cls": 0.40867135643959046, "dn_loss_bbox": 0.05277809150516987, "dn_loss_iou": 0.4550804805755615, "d0.dn_loss_cls": 0.43553164184093474, "d0.dn_loss_bbox": 0.07227058313786984, "d0.dn_loss_iou": 0.5794858813285828, "d1.dn_loss_cls": 0.4176977962255478, "d1.dn_loss_bbox": 0.052705479487776756, "d1.dn_loss_iou": 0.4538943511247635, "time": 0.6420405960083008, "epoch": 87, "iter": 6414, "memory": 7298, "step": 6414}
- {"coco/bbox_mAP": 0.56, "coco/bbox_mAP_50": 0.819, "coco/bbox_mAP_75": 0.676, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.497, "coco/bbox_mAP_l": 0.769, "data_time": 0.026325811039317738, "time": 0.04570835286920721, "step": 87}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29570635795593264, "loss": 7.342270536422729, "loss_cls": 0.5281519943475723, "loss_bbox": 0.05734589025378227, "loss_iou": 0.44765258848667144, "d0.loss_cls": 0.5653924274444581, "d0.loss_bbox": 0.06327680148184299, "d0.loss_iou": 0.47927230179309843, "d1.loss_cls": 0.5293877774477005, "d1.loss_bbox": 0.056993719562888144, "d1.loss_iou": 0.4475339674949646, "enc_loss_cls": 0.5872063136100769, "enc_loss_bbox": 0.08593489438295364, "enc_loss_iou": 0.6114325362443924, "dn_loss_cls": 0.4052425718307495, "dn_loss_bbox": 0.05133017495274544, "dn_loss_iou": 0.4440147989988327, "d0.dn_loss_cls": 0.4373252880573273, "d0.dn_loss_bbox": 0.07053821973502636, "d0.dn_loss_iou": 0.5741943728923797, "d1.dn_loss_cls": 0.4060776364803314, "d1.dn_loss_bbox": 0.05123168803751468, "d1.dn_loss_iou": 0.4427346473932266, "time": 0.6549694395065307, "epoch": 88, "iter": 6488, "memory": 7298, "step": 6488}
- {"coco/bbox_mAP": 0.55, "coco/bbox_mAP_50": 0.823, "coco/bbox_mAP_75": 0.654, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.488, "coco/bbox_mAP_l": 0.76, "data_time": 0.026374123313210228, "time": 0.04350855133750222, "step": 88}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2854016304016113, "loss": 7.3400696182250975, "loss_cls": 0.5499858903884888, "loss_bbox": 0.05371908295899629, "loss_iou": 0.4367499026656151, "d0.loss_cls": 0.5843397587537765, "d0.loss_bbox": 0.06135687373578549, "d0.loss_iou": 0.4785774731636047, "d1.loss_cls": 0.5583070331811905, "d1.loss_bbox": 0.05446750432252884, "d1.loss_iou": 0.43957149386405947, "enc_loss_cls": 0.5928946948051452, "enc_loss_bbox": 0.08270718269050122, "enc_loss_iou": 0.6030872243642807, "dn_loss_cls": 0.4004604721069336, "dn_loss_bbox": 0.049716226533055304, "dn_loss_iou": 0.4382326090335846, "d0.dn_loss_cls": 0.43514324247837066, "d0.dn_loss_bbox": 0.06842024683952332, "d0.dn_loss_iou": 0.5613050925731659, "d1.dn_loss_cls": 0.4038956767320633, "d1.dn_loss_bbox": 0.049661441817879674, "d1.dn_loss_iou": 0.4374704658985138, "time": 0.6536407613754273, "epoch": 89, "iter": 6562, "memory": 7298, "step": 6562}
- {"coco/bbox_mAP": 0.532, "coco/bbox_mAP_50": 0.784, "coco/bbox_mAP_75": 0.685, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.492, "coco/bbox_mAP_l": 0.713, "data_time": 0.02375208247791637, "time": 0.04002072594382546, "step": 89}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2892466402053833, "loss": 7.169387798309327, "loss_cls": 0.5397285282611847, "loss_bbox": 0.04848772745579481, "loss_iou": 0.41753083646297456, "d0.loss_cls": 0.565282188653946, "d0.loss_bbox": 0.055589235499501226, "d0.loss_iou": 0.45533634126186373, "d1.loss_cls": 0.5478853511810303, "d1.loss_bbox": 0.04878460917621851, "d1.loss_iou": 0.4175662225484848, "enc_loss_cls": 0.5919750201702118, "enc_loss_bbox": 0.0789075729995966, "enc_loss_iou": 0.5800962650775909, "dn_loss_cls": 0.40394592404365537, "dn_loss_bbox": 0.050244010984897614, "dn_loss_iou": 0.4303993606567383, "d0.dn_loss_cls": 0.43229534566402433, "d0.dn_loss_bbox": 0.06844978258013726, "d0.dn_loss_iou": 0.5511858820915222, "d1.dn_loss_cls": 0.4066012459993362, "d1.dn_loss_bbox": 0.05013903014361858, "d1.dn_loss_iou": 0.4289572948217392, "time": 0.6553222846984863, "epoch": 90, "iter": 6636, "memory": 7298, "step": 6636}
- {"coco/bbox_mAP": 0.542, "coco/bbox_mAP_50": 0.815, "coco/bbox_mAP_75": 0.665, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.478, "coco/bbox_mAP_l": 0.745, "data_time": 0.02467305010015314, "time": 0.04021709615534002, "step": 90}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2943044853210449, "loss": 6.9247935771942135, "loss_cls": 0.5178033638000489, "loss_bbox": 0.04550328481942415, "loss_iou": 0.4035326799750328, "d0.loss_cls": 0.555108095407486, "d0.loss_bbox": 0.05036329809576273, "d0.loss_iou": 0.43400213301181795, "d1.loss_cls": 0.5236445814371109, "d1.loss_bbox": 0.04552694957703352, "d1.loss_iou": 0.4040157377719879, "enc_loss_cls": 0.6016095113754273, "enc_loss_bbox": 0.07402273565530777, "enc_loss_iou": 0.5714475959539413, "dn_loss_cls": 0.39396618723869326, "dn_loss_bbox": 0.044622728899121285, "dn_loss_iou": 0.4071462708711624, "d0.dn_loss_cls": 0.42239983737468717, "d0.dn_loss_bbox": 0.0616864313185215, "d0.dn_loss_iou": 0.52165900349617, "d1.dn_loss_cls": 0.3955873614549637, "d1.dn_loss_bbox": 0.04456978350877762, "d1.dn_loss_iou": 0.4065760487318039, "time": 0.6635298919677735, "epoch": 91, "iter": 6710, "memory": 7298, "step": 6710}
- {"coco/bbox_mAP": 0.571, "coco/bbox_mAP_50": 0.846, "coco/bbox_mAP_75": 0.693, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.528, "coco/bbox_mAP_l": 0.739, "data_time": 0.027636636387218128, "time": 0.04625632546164773, "step": 91}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30856086730957033, "loss": 7.111983871459961, "loss_cls": 0.5381311315298081, "loss_bbox": 0.04760486975312233, "loss_iou": 0.41223579049110415, "d0.loss_cls": 0.565473684668541, "d0.loss_bbox": 0.05491584826260805, "d0.loss_iou": 0.4538344830274582, "d1.loss_cls": 0.5399296069145203, "d1.loss_bbox": 0.04853797364979982, "d1.loss_iou": 0.41704372346401214, "enc_loss_cls": 0.5986140394210815, "enc_loss_bbox": 0.07699994534254075, "enc_loss_iou": 0.5784484994411468, "dn_loss_cls": 0.398333780169487, "dn_loss_bbox": 0.04783362939953804, "dn_loss_iou": 0.42310560584068296, "d0.dn_loss_cls": 0.43219593942165374, "d0.dn_loss_bbox": 0.06524376131594181, "d0.dn_loss_iou": 0.541789540052414, "d1.dn_loss_cls": 0.4015820437669754, "d1.dn_loss_bbox": 0.047778657600283624, "d1.dn_loss_iou": 0.422351233959198, "time": 0.689850344657898, "epoch": 92, "iter": 6784, "memory": 7298, "step": 6784}
- {"coco/bbox_mAP": 0.552, "coco/bbox_mAP_50": 0.824, "coco/bbox_mAP_75": 0.719, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.505, "coco/bbox_mAP_l": 0.724, "data_time": 0.027047157287597656, "time": 0.04693295738913796, "step": 92}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30171852588653564, "loss": 7.13532808303833, "loss_cls": 0.5334541255235672, "loss_bbox": 0.04607091449201107, "loss_iou": 0.41054588824510574, "d0.loss_cls": 0.5805816531181336, "d0.loss_bbox": 0.05273261591792107, "d0.loss_iou": 0.4494541150331497, "d1.loss_cls": 0.5422916579246521, "d1.loss_bbox": 0.04661516085267067, "d1.loss_iou": 0.4109672740101814, "enc_loss_cls": 0.5973333024978638, "enc_loss_bbox": 0.07659178644418717, "enc_loss_iou": 0.5718860006332398, "dn_loss_cls": 0.4006931263208389, "dn_loss_bbox": 0.04853307038545609, "dn_loss_iou": 0.428548264503479, "d0.dn_loss_cls": 0.4327782738208771, "d0.dn_loss_bbox": 0.06846050143241883, "d0.dn_loss_iou": 0.5584821289777756, "d1.dn_loss_cls": 0.4030706864595413, "d1.dn_loss_bbox": 0.04845568031072617, "d1.dn_loss_iou": 0.42778189897537233, "time": 0.6922136878967285, "epoch": 93, "iter": 6858, "memory": 7298, "step": 6858}
- {"coco/bbox_mAP": 0.546, "coco/bbox_mAP_50": 0.821, "coco/bbox_mAP_75": 0.697, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.496, "coco/bbox_mAP_l": 0.744, "data_time": 0.024788336320356888, "time": 0.043578603050925514, "step": 93}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2994502115249634, "loss": 6.858105421066284, "loss_cls": 0.5199311137199402, "loss_bbox": 0.04473024252802134, "loss_iou": 0.3873084402084351, "d0.loss_cls": 0.5509287267923355, "d0.loss_bbox": 0.05189177732914686, "d0.loss_iou": 0.4273897856473923, "d1.loss_cls": 0.5238574421405793, "d1.loss_bbox": 0.0450233955681324, "d1.loss_iou": 0.38883311331272125, "enc_loss_cls": 0.5796147429943085, "enc_loss_bbox": 0.07304501555860042, "enc_loss_iou": 0.5473987567424774, "dn_loss_cls": 0.39308508574962614, "dn_loss_bbox": 0.04786836452782154, "dn_loss_iou": 0.40704881727695463, "d0.dn_loss_cls": 0.4241413879394531, "d0.dn_loss_bbox": 0.06641526311635972, "d0.dn_loss_iou": 0.5298788261413574, "d1.dn_loss_cls": 0.3955808091163635, "d1.dn_loss_bbox": 0.04780705723911524, "d1.dn_loss_iou": 0.4063273012638092, "time": 0.6818360042572021, "epoch": 94, "iter": 6932, "memory": 7293, "step": 6932}
- {"coco/bbox_mAP": 0.557, "coco/bbox_mAP_50": 0.808, "coco/bbox_mAP_75": 0.69, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.513, "coco/bbox_mAP_l": 0.741, "data_time": 0.022592154416170986, "time": 0.04371697252446955, "step": 94}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2911464548110962, "loss": 6.825505800247193, "loss_cls": 0.5033099907636642, "loss_bbox": 0.04636353977024555, "loss_iou": 0.39363473176956176, "d0.loss_cls": 0.5408004069328308, "d0.loss_bbox": 0.05367665454745293, "d0.loss_iou": 0.4349924302101135, "d1.loss_cls": 0.509971312880516, "d1.loss_bbox": 0.046211298145353796, "d1.loss_iou": 0.3922018873691559, "enc_loss_cls": 0.5900491601228715, "enc_loss_bbox": 0.07411867529153823, "enc_loss_iou": 0.5498852419853211, "dn_loss_cls": 0.39031393110752105, "dn_loss_bbox": 0.045654725730419156, "dn_loss_iou": 0.40444142460823057, "d0.dn_loss_cls": 0.4244615685939789, "d0.dn_loss_bbox": 0.06281840309500694, "d0.dn_loss_iou": 0.5221025049686432, "d1.dn_loss_cls": 0.39099871456623075, "d1.dn_loss_bbox": 0.04561772208660841, "d1.dn_loss_iou": 0.4038815075159073, "time": 0.6739410829544067, "epoch": 95, "iter": 7006, "memory": 7298, "step": 7006}
- {"coco/bbox_mAP": 0.563, "coco/bbox_mAP_50": 0.842, "coco/bbox_mAP_75": 0.696, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.518, "coco/bbox_mAP_l": 0.745, "data_time": 0.024618994105945934, "time": 0.041370478543368255, "step": 95}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30179012298583985, "loss": 7.140789613723755, "loss_cls": 0.5275655323266983, "loss_bbox": 0.050918700955808166, "loss_iou": 0.42667965948581693, "d0.loss_cls": 0.5657240968942642, "d0.loss_bbox": 0.056287060268223284, "d0.loss_iou": 0.46173767030239105, "d1.loss_cls": 0.5206087613105774, "d1.loss_bbox": 0.05114838145673275, "d1.loss_iou": 0.42658537209033964, "enc_loss_cls": 0.5964922279119491, "enc_loss_bbox": 0.0771453283727169, "enc_loss_iou": 0.5806909322738647, "dn_loss_cls": 0.40606256484985354, "dn_loss_bbox": 0.04764407571405172, "dn_loss_iou": 0.42718742430210116, "d0.dn_loss_cls": 0.4312987864017487, "d0.dn_loss_bbox": 0.06496430434286594, "d0.dn_loss_iou": 0.545766550898552, "d1.dn_loss_cls": 0.40285627722740175, "d1.dn_loss_bbox": 0.04754724871367216, "d1.dn_loss_iou": 0.4258785319328308, "time": 0.6823933553695679, "epoch": 96, "iter": 7080, "memory": 7298, "step": 7080}
- {"coco/bbox_mAP": 0.554, "coco/bbox_mAP_50": 0.825, "coco/bbox_mAP_75": 0.679, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.498, "coco/bbox_mAP_l": 0.738, "data_time": 0.02457484331997958, "time": 0.040756789120760833, "step": 96}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28383359909057615, "loss": 7.156187667846679, "loss_cls": 0.561889111995697, "loss_bbox": 0.0482472163811326, "loss_iou": 0.41010619163513184, "d0.loss_cls": 0.5689351338148118, "d0.loss_bbox": 0.05617725871503353, "d0.loss_iou": 0.44687813937664034, "d1.loss_cls": 0.5526387202739715, "d1.loss_bbox": 0.048838792964816094, "d1.loss_iou": 0.41002229154109954, "enc_loss_cls": 0.6193315279483795, "enc_loss_bbox": 0.07628651790320873, "enc_loss_iou": 0.5749047899246216, "dn_loss_cls": 0.4164646714925766, "dn_loss_bbox": 0.046633542031049725, "dn_loss_iou": 0.41192787647247314, "d0.dn_loss_cls": 0.43337235510349276, "d0.dn_loss_bbox": 0.06507139921188354, "d0.dn_loss_iou": 0.5357631623744965, "d1.dn_loss_cls": 0.41517229974269865, "d1.dn_loss_bbox": 0.046570818349719045, "d1.dn_loss_iou": 0.4109557694196701, "time": 0.6642538595199585, "epoch": 97, "iter": 7154, "memory": 7298, "step": 7154}
- {"coco/bbox_mAP": 0.562, "coco/bbox_mAP_50": 0.826, "coco/bbox_mAP_75": 0.682, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.514, "coco/bbox_mAP_l": 0.756, "data_time": 0.0263355862010609, "time": 0.044012806632302025, "step": 97}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3158561182022095, "loss": 6.975586528778076, "loss_cls": 0.5120062273740769, "loss_bbox": 0.04747305888682604, "loss_iou": 0.402522651553154, "d0.loss_cls": 0.553246523141861, "d0.loss_bbox": 0.054149570725858215, "d0.loss_iou": 0.44410590052604676, "d1.loss_cls": 0.5157650059461594, "d1.loss_bbox": 0.04726227283477783, "d1.loss_iou": 0.40254696130752565, "enc_loss_cls": 0.5915052253007889, "enc_loss_bbox": 0.07895052209496498, "enc_loss_iou": 0.5790778762102127, "dn_loss_cls": 0.3937388414144516, "dn_loss_bbox": 0.04808065742254257, "dn_loss_iou": 0.4139294934272766, "d0.dn_loss_cls": 0.428967627286911, "d0.dn_loss_bbox": 0.06706151433289051, "d0.dn_loss_iou": 0.5392316031455994, "d1.dn_loss_cls": 0.39498538434505465, "d1.dn_loss_bbox": 0.048009279370307925, "d1.dn_loss_iou": 0.4129702740907669, "time": 0.7018084716796875, "epoch": 98, "iter": 7228, "memory": 7298, "step": 7228}
- {"coco/bbox_mAP": 0.558, "coco/bbox_mAP_50": 0.837, "coco/bbox_mAP_75": 0.678, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.504, "coco/bbox_mAP_l": 0.759, "data_time": 0.028131983496926048, "time": 0.04783699729225852, "step": 98}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28410279273986816, "loss": 6.983993167877197, "loss_cls": 0.4998648017644882, "loss_bbox": 0.05068671096116304, "loss_iou": 0.4117725509405136, "d0.loss_cls": 0.5506971198320388, "d0.loss_bbox": 0.06016018189489841, "d0.loss_iou": 0.44777492821216586, "d1.loss_cls": 0.508591684103012, "d1.loss_bbox": 0.05403702694922686, "d1.loss_iou": 0.412909237742424, "enc_loss_cls": 0.6049510258436203, "enc_loss_bbox": 0.07891502819955348, "enc_loss_iou": 0.5799868762493133, "dn_loss_cls": 0.3911741703748703, "dn_loss_bbox": 0.046726756542921064, "dn_loss_iou": 0.4093987226486206, "d0.dn_loss_cls": 0.4275399303436279, "d0.dn_loss_bbox": 0.06475956812500953, "d0.dn_loss_iou": 0.5364075481891633, "d1.dn_loss_cls": 0.39240172028541564, "d1.dn_loss_bbox": 0.04665822368115187, "d1.dn_loss_iou": 0.40857930064201353, "time": 0.6862328958511352, "epoch": 99, "iter": 7302, "memory": 7298, "step": 7302}
- {"coco/bbox_mAP": 0.557, "coco/bbox_mAP_50": 0.828, "coco/bbox_mAP_75": 0.684, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.506, "coco/bbox_mAP_l": 0.744, "data_time": 0.023616053841330788, "time": 0.04481928998773748, "step": 99}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.290671763420105, "loss": 6.765606660842895, "loss_cls": 0.5002378958463669, "loss_bbox": 0.04247583799064159, "loss_iou": 0.3854361918568611, "d0.loss_cls": 0.546296124458313, "d0.loss_bbox": 0.049595472551882264, "d0.loss_iou": 0.421606770157814, "d1.loss_cls": 0.5084843081235886, "d1.loss_bbox": 0.044020408540964125, "d1.loss_iou": 0.3881636077165604, "enc_loss_cls": 0.5675024783611298, "enc_loss_bbox": 0.07398331709206105, "enc_loss_iou": 0.5626437282562256, "dn_loss_cls": 0.3886402416229248, "dn_loss_bbox": 0.044203858636319635, "dn_loss_iou": 0.39968523383140564, "d0.dn_loss_cls": 0.42364110589027404, "d0.dn_loss_bbox": 0.062403636649250985, "d0.dn_loss_iou": 0.5220051503181458, "d1.dn_loss_cls": 0.39203547716140746, "d1.dn_loss_bbox": 0.04411640003323555, "d1.dn_loss_iou": 0.3984294027090073, "time": 0.6791813135147095, "epoch": 100, "iter": 7376, "memory": 7298, "step": 7376}
- {"coco/bbox_mAP": 0.546, "coco/bbox_mAP_50": 0.856, "coco/bbox_mAP_75": 0.597, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.503, "coco/bbox_mAP_l": 0.736, "data_time": 0.022526589306918057, "time": 0.040179230950095436, "step": 100}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2733129024505615, "loss": 6.5821624183654786, "loss_cls": 0.49100242972373964, "loss_bbox": 0.038984042070806024, "loss_iou": 0.3665376979112625, "d0.loss_cls": 0.534970121383667, "d0.loss_bbox": 0.04647560067474842, "d0.loss_iou": 0.4104803830385208, "d1.loss_cls": 0.4953650188446045, "d1.loss_bbox": 0.03924217227846384, "d1.loss_iou": 0.36741881966590884, "enc_loss_cls": 0.5652200996875762, "enc_loss_bbox": 0.06635289594531059, "enc_loss_iou": 0.5395535850524902, "dn_loss_cls": 0.38682741701602935, "dn_loss_bbox": 0.04135795786976814, "dn_loss_iou": 0.3821641403436661, "d0.dn_loss_cls": 0.4256575846672058, "d0.dn_loss_bbox": 0.06007659047842026, "d0.dn_loss_iou": 0.5132110029458999, "d1.dn_loss_cls": 0.3887534934282303, "d1.dn_loss_bbox": 0.04129120666533709, "d1.dn_loss_iou": 0.3812201380729675, "time": 0.6622325658798218, "epoch": 101, "iter": 7450, "memory": 7298, "step": 7450}
- {"coco/bbox_mAP": 0.552, "coco/bbox_mAP_50": 0.839, "coco/bbox_mAP_75": 0.666, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.481, "coco/bbox_mAP_l": 0.76, "data_time": 0.027353850277987393, "time": 0.04635500907897949, "step": 101}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2909442949295044, "loss": 6.754532852172852, "loss_cls": 0.510176602602005, "loss_bbox": 0.04281578931957483, "loss_iou": 0.3798069602251053, "d0.loss_cls": 0.566378247141838, "d0.loss_bbox": 0.049514789432287216, "d0.loss_iou": 0.4184545761346817, "d1.loss_cls": 0.512091521024704, "d1.loss_bbox": 0.04295963186770677, "d1.loss_iou": 0.3801988089084625, "enc_loss_cls": 0.5663811588287353, "enc_loss_bbox": 0.07597928367555142, "enc_loss_iou": 0.570493277311325, "dn_loss_cls": 0.38456010818481445, "dn_loss_bbox": 0.04359856825321913, "dn_loss_iou": 0.3879680562019348, "d0.dn_loss_cls": 0.42890742659568787, "d0.dn_loss_bbox": 0.061710125282406804, "d0.dn_loss_iou": 0.5146405220031738, "d1.dn_loss_cls": 0.3867624485492706, "d1.dn_loss_bbox": 0.043569047525525095, "d1.dn_loss_iou": 0.38756600379943845, "time": 0.6901083421707154, "epoch": 102, "iter": 7524, "memory": 7298, "step": 7524}
- {"coco/bbox_mAP": 0.574, "coco/bbox_mAP_50": 0.83, "coco/bbox_mAP_75": 0.719, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.516, "coco/bbox_mAP_l": 0.746, "data_time": 0.027309396050193092, "time": 0.04674399982799183, "step": 102}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31221857070922854, "loss": 6.797248029708863, "loss_cls": 0.4854371279478073, "loss_bbox": 0.04515008319169283, "loss_iou": 0.4037268823385239, "d0.loss_cls": 0.520138795375824, "d0.loss_bbox": 0.05670295152813196, "d0.loss_iou": 0.4428704088926315, "d1.loss_cls": 0.49105707705020907, "d1.loss_bbox": 0.048308578953146934, "d1.loss_iou": 0.4038578832149506, "enc_loss_cls": 0.5686168199777604, "enc_loss_bbox": 0.07334575586020947, "enc_loss_iou": 0.5676656484603881, "dn_loss_cls": 0.39182776749134063, "dn_loss_bbox": 0.0434968850761652, "dn_loss_iou": 0.401104696393013, "d0.dn_loss_cls": 0.42648892760276796, "d0.dn_loss_bbox": 0.061920689642429354, "d0.dn_loss_iou": 0.5292395228147506, "d1.dn_loss_cls": 0.3925954633951187, "d1.dn_loss_bbox": 0.04342837125062943, "d1.dn_loss_iou": 0.4002676910161972, "time": 0.7068153953552246, "epoch": 103, "iter": 7598, "memory": 7298, "step": 7598}
- {"coco/bbox_mAP": 0.566, "coco/bbox_mAP_50": 0.861, "coco/bbox_mAP_75": 0.642, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.522, "coco/bbox_mAP_l": 0.728, "data_time": 0.025293415242975407, "time": 0.042215152220292526, "step": 103}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2816782522201538, "loss": 6.741214895248413, "loss_cls": 0.49392259180545806, "loss_bbox": 0.04338412567973137, "loss_iou": 0.3904006046056747, "d0.loss_cls": 0.5348822337388992, "d0.loss_bbox": 0.04999409481883049, "d0.loss_iou": 0.42665823400020597, "d1.loss_cls": 0.4976974838972092, "d1.loss_bbox": 0.04351042244583368, "d1.loss_iou": 0.3907863587141037, "enc_loss_cls": 0.5707224446535111, "enc_loss_bbox": 0.07014757424592971, "enc_loss_iou": 0.5464072608947754, "dn_loss_cls": 0.38895200490951537, "dn_loss_bbox": 0.04445227235555649, "dn_loss_iou": 0.4021442770957947, "d0.dn_loss_cls": 0.4270415443181992, "d0.dn_loss_bbox": 0.06135414019227028, "d0.dn_loss_iou": 0.5220529919862748, "d1.dn_loss_cls": 0.391233451962471, "d1.dn_loss_bbox": 0.04437148820608854, "d1.dn_loss_iou": 0.4010993617773056, "time": 0.6567909669876099, "epoch": 104, "iter": 7672, "memory": 7298, "step": 7672}
- {"coco/bbox_mAP": 0.545, "coco/bbox_mAP_50": 0.805, "coco/bbox_mAP_75": 0.68, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.488, "coco/bbox_mAP_l": 0.745, "data_time": 0.026956103064797142, "time": 0.04514746232466264, "step": 104}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29636038780212404, "loss": 6.677797260284424, "loss_cls": 0.49316562235355377, "loss_bbox": 0.04343726523220539, "loss_iou": 0.3818861070275307, "d0.loss_cls": 0.5343477475643158, "d0.loss_bbox": 0.04954055525362491, "d0.loss_iou": 0.4193117171525955, "d1.loss_cls": 0.4999459809064865, "d1.loss_bbox": 0.04367947209626436, "d1.loss_iou": 0.3825025111436844, "enc_loss_cls": 0.5657000517845154, "enc_loss_bbox": 0.07354138404130936, "enc_loss_iou": 0.5527304929494857, "dn_loss_cls": 0.3840882569551468, "dn_loss_bbox": 0.04410507239401341, "dn_loss_iou": 0.39250265538692475, "d0.dn_loss_cls": 0.42045420229434965, "d0.dn_loss_bbox": 0.06196619644761085, "d0.dn_loss_iou": 0.512876205444336, "d1.dn_loss_cls": 0.3862068766355515, "d1.dn_loss_bbox": 0.0440488500893116, "d1.dn_loss_iou": 0.3917600572109222, "time": 0.6880522489547729, "epoch": 105, "iter": 7746, "memory": 7298, "step": 7746}
- {"coco/bbox_mAP": 0.543, "coco/bbox_mAP_50": 0.834, "coco/bbox_mAP_75": 0.704, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.48, "coco/bbox_mAP_l": 0.756, "data_time": 0.02177262306213379, "time": 0.04176616668701172, "step": 105}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2894916009902954, "loss": 6.754163732528687, "loss_cls": 0.49697317063808444, "loss_bbox": 0.04354491554200649, "loss_iou": 0.39421788036823274, "d0.loss_cls": 0.5275070083141327, "d0.loss_bbox": 0.049734146632254124, "d0.loss_iou": 0.42989695847034454, "d1.loss_cls": 0.5027824848890304, "d1.loss_bbox": 0.04359997600317001, "d1.loss_iou": 0.3945786294341087, "enc_loss_cls": 0.5802011525630951, "enc_loss_bbox": 0.07191123329102993, "enc_loss_iou": 0.5572267359495163, "dn_loss_cls": 0.38805561304092406, "dn_loss_bbox": 0.043486029021441934, "dn_loss_iou": 0.4009820622205734, "d0.dn_loss_cls": 0.42037330448627475, "d0.dn_loss_bbox": 0.06031847573816776, "d0.dn_loss_iou": 0.5163521045446395, "d1.dn_loss_cls": 0.3890622049570084, "d1.dn_loss_bbox": 0.04341529566794634, "d1.dn_loss_iou": 0.3999442732334137, "time": 0.6559961891174316, "epoch": 106, "iter": 7820, "memory": 7298, "step": 7820}
- {"coco/bbox_mAP": 0.565, "coco/bbox_mAP_50": 0.847, "coco/bbox_mAP_75": 0.678, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.515, "coco/bbox_mAP_l": 0.75, "data_time": 0.025984113866632633, "time": 0.041175495494495735, "step": 106}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27490475177764895, "loss": 6.805145483016968, "loss_cls": 0.505164270401001, "loss_bbox": 0.043329698219895366, "loss_iou": 0.38591330498456955, "d0.loss_cls": 0.5538768523931503, "d0.loss_bbox": 0.05067102942615748, "d0.loss_iou": 0.42041888773441316, "d1.loss_cls": 0.5106548345088959, "d1.loss_bbox": 0.04454322211444378, "d1.loss_iou": 0.38922686249017713, "enc_loss_cls": 0.6048215794563293, "enc_loss_bbox": 0.07361142337322235, "enc_loss_iou": 0.5517264825105667, "dn_loss_cls": 0.3852554041147232, "dn_loss_bbox": 0.04473736844956875, "dn_loss_iou": 0.4006030994653702, "d0.dn_loss_cls": 0.4220182907581329, "d0.dn_loss_bbox": 0.06321380816400052, "d0.dn_loss_iou": 0.5220208495855332, "d1.dn_loss_cls": 0.3888478273153305, "d1.dn_loss_bbox": 0.044659830443561074, "d1.dn_loss_iou": 0.3998306465148926, "time": 0.6487276935577393, "epoch": 107, "iter": 7894, "memory": 7298, "step": 7894}
- {"coco/bbox_mAP": 0.59, "coco/bbox_mAP_50": 0.851, "coco/bbox_mAP_75": 0.716, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.539, "coco/bbox_mAP_l": 0.783, "data_time": 0.024876551194624466, "time": 0.04060025648637251, "step": 107}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30747475624084475, "loss": 6.686880140304566, "loss_cls": 0.4928708863258362, "loss_bbox": 0.043668057434260846, "loss_iou": 0.3786353197693825, "d0.loss_cls": 0.5465009254217148, "d0.loss_bbox": 0.04976104289293289, "d0.loss_iou": 0.4085986489057541, "d1.loss_cls": 0.5050244742631912, "d1.loss_bbox": 0.04372980810701847, "d1.loss_iou": 0.3778339758515358, "enc_loss_cls": 0.5945025765895844, "enc_loss_bbox": 0.07613879807293415, "enc_loss_iou": 0.555921021103859, "dn_loss_cls": 0.38510770559310914, "dn_loss_bbox": 0.0426396743953228, "dn_loss_iou": 0.38343828946352004, "d0.dn_loss_cls": 0.42353314876556397, "d0.dn_loss_bbox": 0.060628132596611976, "d0.dn_loss_iou": 0.5056071752309799, "d1.dn_loss_cls": 0.38757342636585235, "d1.dn_loss_bbox": 0.04258430384099483, "d1.dn_loss_iou": 0.3825827050209045, "time": 0.6777973318099976, "epoch": 108, "iter": 7968, "memory": 7298, "step": 7968}
- {"coco/bbox_mAP": 0.587, "coco/bbox_mAP_50": 0.843, "coco/bbox_mAP_75": 0.705, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.546, "coco/bbox_mAP_l": 0.75, "data_time": 0.027480190450494938, "time": 0.04581646485762163, "step": 108}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2990063571929932, "loss": 6.817530832290649, "loss_cls": 0.512256333231926, "loss_bbox": 0.04944310177117586, "loss_iou": 0.3893827176094055, "d0.loss_cls": 0.5453011059761047, "d0.loss_bbox": 0.05417673528194428, "d0.loss_iou": 0.4259940576553345, "d1.loss_cls": 0.516684638261795, "d1.loss_bbox": 0.049432228542864325, "d1.loss_iou": 0.388261741399765, "enc_loss_cls": 0.5820383512973786, "enc_loss_bbox": 0.07975554585456848, "enc_loss_iou": 0.5692543810606003, "dn_loss_cls": 0.3900842785835266, "dn_loss_bbox": 0.04394747480750084, "dn_loss_iou": 0.39079476833343507, "d0.dn_loss_cls": 0.4266405063867569, "d0.dn_loss_bbox": 0.06257660530507564, "d0.dn_loss_iou": 0.5168106478452682, "d1.dn_loss_cls": 0.3913647896051407, "d1.dn_loss_bbox": 0.043845640793442726, "d1.dn_loss_iou": 0.38948519229888917, "time": 0.6889727592468262, "epoch": 109, "iter": 8042, "memory": 7298, "step": 8042}
- {"coco/bbox_mAP": 0.56, "coco/bbox_mAP_50": 0.818, "coco/bbox_mAP_75": 0.676, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.519, "coco/bbox_mAP_l": 0.723, "data_time": 0.024912704120982777, "time": 0.040572253140536224, "step": 109}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28836520671844484, "loss": 6.8722454452514645, "loss_cls": 0.5228933668136597, "loss_bbox": 0.04770815201103687, "loss_iou": 0.40029765993356703, "d0.loss_cls": 0.5492988109588623, "d0.loss_bbox": 0.05269872963428497, "d0.loss_iou": 0.43307763278484346, "d1.loss_cls": 0.5003878712654114, "d1.loss_bbox": 0.04625350907444954, "d1.loss_iou": 0.40006355702877044, "enc_loss_cls": 0.5911616593599319, "enc_loss_bbox": 0.07478131465613842, "enc_loss_iou": 0.559444077014923, "dn_loss_cls": 0.39849100112915037, "dn_loss_bbox": 0.044767750054597856, "dn_loss_iou": 0.3979042553901672, "d0.dn_loss_cls": 0.4331305783987045, "d0.dn_loss_bbox": 0.06310093238949775, "d0.dn_loss_iou": 0.5238627445697784, "d1.dn_loss_cls": 0.3912637907266617, "d1.dn_loss_bbox": 0.044701772406697274, "d1.dn_loss_iou": 0.39695636212825774, "time": 0.6650722742080688, "epoch": 110, "iter": 8116, "memory": 7298, "step": 8116}
- {"coco/bbox_mAP": 0.584, "coco/bbox_mAP_50": 0.834, "coco/bbox_mAP_75": 0.717, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.53, "coco/bbox_mAP_l": 0.76, "data_time": 0.028326034545898438, "time": 0.04989036646756259, "step": 110}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2899810743331909, "loss": 6.609541606903076, "loss_cls": 0.5078379201889038, "loss_bbox": 0.04220331523567438, "loss_iou": 0.3678090554475784, "d0.loss_cls": 0.5472108340263366, "d0.loss_bbox": 0.04862570192664862, "d0.loss_iou": 0.4024732619524002, "d1.loss_cls": 0.517558326125145, "d1.loss_bbox": 0.042391563020646575, "d1.loss_iou": 0.3671257793903351, "enc_loss_cls": 0.5643086451292038, "enc_loss_bbox": 0.07290812894701958, "enc_loss_iou": 0.5354280853271485, "dn_loss_cls": 0.3827683418989182, "dn_loss_bbox": 0.04231351006776094, "dn_loss_iou": 0.3761072266101837, "d0.dn_loss_cls": 0.4237817710638046, "d0.dn_loss_bbox": 0.06224631406366825, "d0.dn_loss_iou": 0.5025636887550354, "d1.dn_loss_cls": 0.3866232281923294, "d1.dn_loss_bbox": 0.0422293121740222, "d1.dn_loss_iou": 0.37502760827541354, "time": 0.6686266660690308, "epoch": 111, "iter": 8190, "memory": 7298, "step": 8190}
- {"coco/bbox_mAP": 0.581, "coco/bbox_mAP_50": 0.847, "coco/bbox_mAP_75": 0.706, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.527, "coco/bbox_mAP_l": 0.755, "data_time": 0.026301644065163353, "time": 0.04415085098960183, "step": 111}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28659384727478027, "loss": 6.561276502609253, "loss_cls": 0.4951661401987076, "loss_bbox": 0.04024576459079981, "loss_iou": 0.36479516327381134, "d0.loss_cls": 0.5401897835731506, "d0.loss_bbox": 0.04625535577535629, "d0.loss_iou": 0.40190224051475526, "d1.loss_cls": 0.49417161762714384, "d1.loss_bbox": 0.04022785101085901, "d1.loss_iou": 0.36406898438930513, "enc_loss_cls": 0.5832637351751327, "enc_loss_bbox": 0.07100857101380825, "enc_loss_iou": 0.5371602267026901, "dn_loss_cls": 0.3841228574514389, "dn_loss_bbox": 0.041253314055502414, "dn_loss_iou": 0.37368140459060667, "d0.dn_loss_cls": 0.4224611973762512, "d0.dn_loss_bbox": 0.058969608768820764, "d0.dn_loss_iou": 0.5016161352396011, "d1.dn_loss_cls": 0.3867484402656555, "d1.dn_loss_bbox": 0.04118071235716343, "d1.dn_loss_iou": 0.37278755962848664, "time": 0.6837162256240845, "epoch": 112, "iter": 8264, "memory": 7298, "step": 8264}
- {"coco/bbox_mAP": 0.579, "coco/bbox_mAP_50": 0.863, "coco/bbox_mAP_75": 0.695, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.529, "coco/bbox_mAP_l": 0.734, "data_time": 0.024429061196067116, "time": 0.0408122106031938, "step": 112}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28092044830322266, "loss": 6.685657987594604, "loss_cls": 0.4993813157081604, "loss_bbox": 0.0408857236802578, "loss_iou": 0.3770474562048912, "d0.loss_cls": 0.5417841815948486, "d0.loss_bbox": 0.04747091818600893, "d0.loss_iou": 0.4122379392385483, "d1.loss_cls": 0.5026073390245438, "d1.loss_bbox": 0.04120807573199272, "d1.loss_iou": 0.3783971118927002, "enc_loss_cls": 0.5675796175003052, "enc_loss_bbox": 0.07271149896085262, "enc_loss_iou": 0.545536767244339, "dn_loss_cls": 0.39010696053504945, "dn_loss_bbox": 0.04335718739777803, "dn_loss_iou": 0.3944742393493652, "d0.dn_loss_cls": 0.42545651018619535, "d0.dn_loss_bbox": 0.06179207973182201, "d0.dn_loss_iou": 0.5140230935811997, "d1.dn_loss_cls": 0.39299086570739744, "d1.dn_loss_bbox": 0.04328565672039986, "d1.dn_loss_iou": 0.3933234596252441, "time": 0.6576465702056885, "epoch": 113, "iter": 8338, "memory": 7298, "step": 8338}
- {"coco/bbox_mAP": 0.559, "coco/bbox_mAP_50": 0.835, "coco/bbox_mAP_75": 0.687, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.499, "coco/bbox_mAP_l": 0.731, "data_time": 0.023970257152210583, "time": 0.04159060391512784, "step": 113}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28178629875183103, "loss": 6.813087768554688, "loss_cls": 0.5001383471488953, "loss_bbox": 0.04427536867558956, "loss_iou": 0.3958038705587387, "d0.loss_cls": 0.5383931016921997, "d0.loss_bbox": 0.050981235653162, "d0.loss_iou": 0.428268461227417, "d1.loss_cls": 0.5042703711986541, "d1.loss_bbox": 0.04476258415728807, "d1.loss_iou": 0.3960489338636398, "enc_loss_cls": 0.5553226566314697, "enc_loss_bbox": 0.07620433166623115, "enc_loss_iou": 0.5706946408748627, "dn_loss_cls": 0.38931514739990236, "dn_loss_bbox": 0.045588768385350704, "dn_loss_iou": 0.40769031465053557, "d0.dn_loss_cls": 0.42761010468006133, "d0.dn_loss_bbox": 0.06389171034097671, "d0.dn_loss_iou": 0.5314429396390915, "d1.dn_loss_cls": 0.39062627136707306, "d1.dn_loss_bbox": 0.045487248338758945, "d1.dn_loss_iou": 0.40627134442329405, "time": 0.6600366735458374, "epoch": 114, "iter": 8412, "memory": 7298, "step": 8412}
- {"coco/bbox_mAP": 0.583, "coco/bbox_mAP_50": 0.847, "coco/bbox_mAP_75": 0.682, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.542, "coco/bbox_mAP_l": 0.731, "data_time": 0.023977713151411575, "time": 0.042641553011807526, "step": 114}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27622443199157715, "loss": 6.38423602104187, "loss_cls": 0.4803847503662109, "loss_bbox": 0.039674493037164214, "loss_iou": 0.35101606279611586, "d0.loss_cls": 0.5376637732982635, "d0.loss_bbox": 0.04332844253629446, "d0.loss_iou": 0.3785540384054184, "d1.loss_cls": 0.4916214245557785, "d1.loss_bbox": 0.04033561337739229, "d1.loss_iou": 0.35290903568267823, "enc_loss_cls": 0.5556660264730453, "enc_loss_bbox": 0.06444922611117362, "enc_loss_iou": 0.5013593244552612, "dn_loss_cls": 0.3846335381269455, "dn_loss_bbox": 0.0399612695723772, "dn_loss_iou": 0.3666158366203308, "d0.dn_loss_cls": 0.42025249063968656, "d0.dn_loss_bbox": 0.05639643304049969, "d0.dn_loss_iou": 0.48447674691677095, "d1.dn_loss_cls": 0.38919459879398344, "d1.dn_loss_bbox": 0.039905657060444355, "d1.dn_loss_iou": 0.3658372265100479, "time": 0.6645147275924682, "epoch": 115, "iter": 8486, "memory": 7298, "step": 8486}
- {"coco/bbox_mAP": 0.606, "coco/bbox_mAP_50": 0.854, "coco/bbox_mAP_75": 0.699, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.555, "coco/bbox_mAP_l": 0.767, "data_time": 0.023785612799904564, "time": 0.04287470470775257, "step": 115}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2737932014465332, "loss": 6.398611345291138, "loss_cls": 0.4805779492855072, "loss_bbox": 0.040210923627018925, "loss_iou": 0.3540423130989075, "d0.loss_cls": 0.5241582560539245, "d0.loss_bbox": 0.046306311786174774, "d0.loss_iou": 0.3935035488009453, "d1.loss_cls": 0.48471555709838865, "d1.loss_bbox": 0.04028878413140774, "d1.loss_iou": 0.35480173885822297, "enc_loss_cls": 0.5629413777589798, "enc_loss_bbox": 0.07102272711694241, "enc_loss_iou": 0.5324274504184723, "dn_loss_cls": 0.3738876461982727, "dn_loss_bbox": 0.040440001077950004, "dn_loss_iou": 0.3601901525259018, "d0.dn_loss_cls": 0.4174424737691879, "d0.dn_loss_bbox": 0.05937694996595383, "d0.dn_loss_iou": 0.48624214947223665, "d1.dn_loss_cls": 0.37642262876033783, "d1.dn_loss_bbox": 0.04036914747208357, "d1.dn_loss_iou": 0.3592432916164398, "time": 0.6584704160690308, "epoch": 116, "iter": 8560, "memory": 7298, "step": 8560}
- {"coco/bbox_mAP": 0.616, "coco/bbox_mAP_50": 0.857, "coco/bbox_mAP_75": 0.745, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.561, "coco/bbox_mAP_l": 0.782, "data_time": 0.026560956781560726, "time": 0.04493477127768777, "step": 116}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28071810722351076, "loss": 6.425151071548462, "loss_cls": 0.47933059215545654, "loss_bbox": 0.042411958165466786, "loss_iou": 0.36256685584783555, "d0.loss_cls": 0.5183094710111618, "d0.loss_bbox": 0.04678311642259359, "d0.loss_iou": 0.3950918054580688, "d1.loss_cls": 0.4877548736333847, "d1.loss_bbox": 0.04208021186292171, "d1.loss_iou": 0.360961899459362, "enc_loss_cls": 0.5709512490034103, "enc_loss_bbox": 0.06745050989091396, "enc_loss_iou": 0.521008295416832, "dn_loss_cls": 0.3754814916849136, "dn_loss_bbox": 0.03899326417595148, "dn_loss_iou": 0.3668877172470093, "d0.dn_loss_cls": 0.41931629478931426, "d0.dn_loss_bbox": 0.057111831456422804, "d0.dn_loss_iou": 0.4905848878622055, "d1.dn_loss_cls": 0.3774243712425232, "d1.dn_loss_bbox": 0.03892788041383028, "d1.dn_loss_iou": 0.3657225060462952, "time": 0.6607608890533447, "epoch": 117, "iter": 8634, "memory": 7298, "step": 8634}
- {"coco/bbox_mAP": 0.609, "coco/bbox_mAP_50": 0.864, "coco/bbox_mAP_75": 0.735, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.553, "coco/bbox_mAP_l": 0.774, "data_time": 0.027030684731223366, "time": 0.04498811201615767, "step": 117}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3085544681549072, "loss": 6.662789602279663, "loss_cls": 0.49709783732891083, "loss_bbox": 0.04157908465713263, "loss_iou": 0.37586737632751466, "d0.loss_cls": 0.5485991889238357, "d0.loss_bbox": 0.04688286688178778, "d0.loss_iou": 0.40510994374752046, "d1.loss_cls": 0.5068602949380875, "d1.loss_bbox": 0.042175407707691195, "d1.loss_iou": 0.3759783041477203, "enc_loss_cls": 0.5919530373811722, "enc_loss_bbox": 0.0707026071101427, "enc_loss_iou": 0.5475641149282455, "dn_loss_cls": 0.3834575653076172, "dn_loss_bbox": 0.04190509609878063, "dn_loss_iou": 0.38236869871616364, "d0.dn_loss_cls": 0.42864669442176817, "d0.dn_loss_bbox": 0.05995861157774925, "d0.dn_loss_iou": 0.5067254501581192, "d1.dn_loss_cls": 0.3860192149877548, "d1.dn_loss_bbox": 0.04184067070484161, "d1.dn_loss_iou": 0.38149747550487517, "time": 0.6945547389984131, "epoch": 118, "iter": 8708, "memory": 7298, "step": 8708}
- {"coco/bbox_mAP": 0.594, "coco/bbox_mAP_50": 0.854, "coco/bbox_mAP_75": 0.7, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.535, "coco/bbox_mAP_l": 0.778, "data_time": 0.024867426265369762, "time": 0.041131323034113106, "step": 118}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2802970027923584, "loss": 6.449524431228638, "loss_cls": 0.4828618496656418, "loss_bbox": 0.03994640752673149, "loss_iou": 0.36281376719474795, "d0.loss_cls": 0.5282319003343582, "d0.loss_bbox": 0.04488965418189764, "d0.loss_iou": 0.39512295335531233, "d1.loss_cls": 0.4895281583070755, "d1.loss_bbox": 0.03990986857563257, "d1.loss_iou": 0.3615740448236465, "enc_loss_cls": 0.5552704745531082, "enc_loss_bbox": 0.06952923014760018, "enc_loss_iou": 0.535215328335762, "dn_loss_cls": 0.37535651922225954, "dn_loss_bbox": 0.04096478052437305, "dn_loss_iou": 0.3721533113718033, "d0.dn_loss_cls": 0.41679316699504854, "d0.dn_loss_bbox": 0.05831075474619865, "d0.dn_loss_iou": 0.4916486930847168, "d1.dn_loss_cls": 0.3773600172996521, "d1.dn_loss_bbox": 0.04087642151862383, "d1.dn_loss_iou": 0.3711671930551529, "time": 0.6678070259094239, "epoch": 119, "iter": 8782, "memory": 7298, "step": 8782}
- {"coco/bbox_mAP": 0.605, "coco/bbox_mAP_50": 0.843, "coco/bbox_mAP_75": 0.703, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.541, "coco/bbox_mAP_l": 0.802, "data_time": 0.0243569937619296, "time": 0.04513209516351873, "step": 119}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29546011924743654, "loss": 6.524564142227173, "loss_cls": 0.4842607480287552, "loss_bbox": 0.03918255217373371, "loss_iou": 0.3685917168855667, "d0.loss_cls": 0.5301451456546783, "d0.loss_bbox": 0.04496328797191382, "d0.loss_iou": 0.3997989326715469, "d1.loss_cls": 0.4886462289094925, "d1.loss_bbox": 0.03968494463711977, "d1.loss_iou": 0.36918887436389924, "enc_loss_cls": 0.555734578371048, "enc_loss_bbox": 0.06744477987289428, "enc_loss_iou": 0.5345578932762146, "dn_loss_cls": 0.38009815633296967, "dn_loss_bbox": 0.04061721295118332, "dn_loss_iou": 0.38198972046375274, "d0.dn_loss_cls": 0.4235944128036499, "d0.dn_loss_bbox": 0.06006346851587296, "d0.dn_loss_iou": 0.5133234649896622, "d1.dn_loss_cls": 0.3815858566761017, "d1.dn_loss_bbox": 0.04049603562802076, "d1.dn_loss_iou": 0.38059608995914457, "time": 0.6900885725021362, "epoch": 120, "iter": 8856, "memory": 7298, "step": 8856}
- {"coco/bbox_mAP": 0.607, "coco/bbox_mAP_50": 0.848, "coco/bbox_mAP_75": 0.715, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.542, "coco/bbox_mAP_l": 0.788, "data_time": 0.023966854268854313, "time": 0.042367414994673294, "step": 120}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27349177360534666, "loss": 6.476117792129517, "loss_cls": 0.48710196077823636, "loss_bbox": 0.04093406118452549, "loss_iou": 0.35512554496526716, "d0.loss_cls": 0.5188992708921433, "d0.loss_bbox": 0.048492574505507945, "d0.loss_iou": 0.3941614758968353, "d1.loss_cls": 0.4864765530824661, "d1.loss_bbox": 0.040986429527401926, "d1.loss_iou": 0.3554345986247063, "enc_loss_cls": 0.5869830816984176, "enc_loss_bbox": 0.0704591404646635, "enc_loss_iou": 0.5260398405790329, "dn_loss_cls": 0.38511849999427794, "dn_loss_bbox": 0.04175980545580387, "dn_loss_iou": 0.3674644163250923, "d0.dn_loss_cls": 0.42532411754131316, "d0.dn_loss_bbox": 0.06029371283948422, "d0.dn_loss_iou": 0.4957024699449539, "d1.dn_loss_cls": 0.381174681186676, "d1.dn_loss_bbox": 0.04168871253728867, "d1.dn_loss_iou": 0.3664967465400696, "time": 0.6546439123153687, "epoch": 121, "iter": 8930, "memory": 7298, "step": 8930}
- {"coco/bbox_mAP": 0.624, "coco/bbox_mAP_50": 0.839, "coco/bbox_mAP_75": 0.746, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.561, "coco/bbox_mAP_l": 0.814, "data_time": 0.025163433768532494, "time": 0.045648899945345794, "step": 121}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30846868991851806, "loss": 6.518625907897949, "loss_cls": 0.5114648193120956, "loss_bbox": 0.03946057487279177, "loss_iou": 0.3530953773856163, "d0.loss_cls": 0.5333663630485534, "d0.loss_bbox": 0.04661471012979746, "d0.loss_iou": 0.3915373557806015, "d1.loss_cls": 0.5103317153453827, "d1.loss_bbox": 0.039860884137451646, "d1.loss_iou": 0.35493064284324644, "enc_loss_cls": 0.609691156744957, "enc_loss_bbox": 0.06715482920408249, "enc_loss_iou": 0.5183828926086426, "dn_loss_cls": 0.38303966879844664, "dn_loss_bbox": 0.04000561982393265, "dn_loss_iou": 0.3634520447254181, "d0.dn_loss_cls": 0.42331550240516663, "d0.dn_loss_bbox": 0.05755265466868877, "d0.dn_loss_iou": 0.4873581624031067, "d1.dn_loss_cls": 0.3857249236106873, "d1.dn_loss_bbox": 0.039924311488866805, "d1.dn_loss_iou": 0.3623616904020309, "time": 0.7124022483825684, "epoch": 122, "iter": 9004, "memory": 7298, "step": 9004}
- {"coco/bbox_mAP": 0.602, "coco/bbox_mAP_50": 0.863, "coco/bbox_mAP_75": 0.701, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.547, "coco/bbox_mAP_l": 0.77, "data_time": 0.02513187581842596, "time": 0.044884595003995026, "step": 122}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2867341184616089, "loss": 6.424941682815552, "loss_cls": 0.4740700626373291, "loss_bbox": 0.042958704084157945, "loss_iou": 0.3560697188973427, "d0.loss_cls": 0.5234396457672119, "d0.loss_bbox": 0.05145921800285578, "d0.loss_iou": 0.3949396789073944, "d1.loss_cls": 0.4793038785457611, "d1.loss_bbox": 0.045170396454632285, "d1.loss_iou": 0.35892598479986193, "enc_loss_cls": 0.547727022767067, "enc_loss_bbox": 0.07308315813541412, "enc_loss_iou": 0.5302543008327484, "dn_loss_cls": 0.37623859167099, "dn_loss_bbox": 0.0409255849942565, "dn_loss_iou": 0.3674998927116394, "d0.dn_loss_cls": 0.4208454740047455, "d0.dn_loss_bbox": 0.05993054293096065, "d0.dn_loss_iou": 0.4945290505886078, "d1.dn_loss_cls": 0.3801017987728119, "d1.dn_loss_bbox": 0.040854686610400676, "d1.dn_loss_iou": 0.36661428153514863, "time": 0.6612143182754516, "epoch": 123, "iter": 9078, "memory": 7298, "step": 9078}
- {"coco/bbox_mAP": 0.605, "coco/bbox_mAP_50": 0.874, "coco/bbox_mAP_75": 0.725, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.545, "coco/bbox_mAP_l": 0.767, "data_time": 0.030402118509466, "time": 0.048458641225641426, "step": 123}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.281553316116333, "loss": 6.381118688583374, "loss_cls": 0.47312098562717436, "loss_bbox": 0.04125095583498478, "loss_iou": 0.3552245298027992, "d0.loss_cls": 0.5185035371780395, "d0.loss_bbox": 0.04586205400526524, "d0.loss_iou": 0.3860202693939209, "d1.loss_cls": 0.4826230478286743, "d1.loss_bbox": 0.040403915494680406, "d1.loss_iou": 0.3570025184750557, "enc_loss_cls": 0.5646640658378601, "enc_loss_bbox": 0.06829680159687995, "enc_loss_iou": 0.5123196494579315, "dn_loss_cls": 0.3733378630876541, "dn_loss_bbox": 0.04195599421858787, "dn_loss_iou": 0.3689822533726692, "d0.dn_loss_cls": 0.41645451486110685, "d0.dn_loss_bbox": 0.05929111823439598, "d0.dn_loss_iou": 0.4889121526479721, "d1.dn_loss_cls": 0.37718132555484774, "d1.dn_loss_bbox": 0.041854935772717, "d1.dn_loss_iou": 0.3678562948107719, "time": 0.6633436203002929, "epoch": 124, "iter": 9152, "memory": 7298, "step": 9152}
- {"coco/bbox_mAP": 0.606, "coco/bbox_mAP_50": 0.887, "coco/bbox_mAP_75": 0.714, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.549, "coco/bbox_mAP_l": 0.782, "data_time": 0.027575644579800693, "time": 0.046605587005615234, "step": 124}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3076356077194214, "loss": 6.248084259033203, "loss_cls": 0.45713325560092927, "loss_bbox": 0.040849201418459415, "loss_iou": 0.3516588628292084, "d0.loss_cls": 0.5046714746952057, "d0.loss_bbox": 0.04694818876683712, "d0.loss_iou": 0.3858345729112625, "d1.loss_cls": 0.4552083170413971, "d1.loss_bbox": 0.04102675803005695, "d1.loss_iou": 0.35369203746318817, "enc_loss_cls": 0.5371359372138977, "enc_loss_bbox": 0.06854601807892323, "enc_loss_iou": 0.5072087049484253, "dn_loss_cls": 0.3731997960805893, "dn_loss_bbox": 0.0401071248203516, "dn_loss_iou": 0.3581059211492538, "d0.dn_loss_cls": 0.41756251752376555, "d0.dn_loss_bbox": 0.058079029098153115, "d0.dn_loss_iou": 0.4797970646619797, "d1.dn_loss_cls": 0.37452857434749603, "d1.dn_loss_bbox": 0.03999790046364069, "d1.dn_loss_iou": 0.35679305970668795, "time": 0.6975588178634644, "epoch": 125, "iter": 9226, "memory": 7298, "step": 9226}
- {"coco/bbox_mAP": 0.602, "coco/bbox_mAP_50": 0.87, "coco/bbox_mAP_75": 0.706, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.547, "coco/bbox_mAP_l": 0.777, "data_time": 0.032158158042214134, "time": 0.054740710691972214, "step": 125}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2899200487136841, "loss": 6.2801476573944095, "loss_cls": 0.4651036548614502, "loss_bbox": 0.03893568214029074, "loss_iou": 0.34997769713401794, "d0.loss_cls": 0.5079854792356491, "d0.loss_bbox": 0.045821557082235814, "d0.loss_iou": 0.38401999056339264, "d1.loss_cls": 0.471741161942482, "d1.loss_bbox": 0.03888368293642998, "d1.loss_iou": 0.34904184490442275, "enc_loss_cls": 0.5508612596988678, "enc_loss_bbox": 0.06831492722034455, "enc_loss_iou": 0.516118335723877, "dn_loss_cls": 0.3743354791402817, "dn_loss_bbox": 0.03939235344529152, "dn_loss_iou": 0.3574402779340744, "d0.dn_loss_cls": 0.41591147720813754, "d0.dn_loss_bbox": 0.056813802123069766, "d0.dn_loss_iou": 0.4784649479389191, "d1.dn_loss_cls": 0.3752875888347626, "d1.dn_loss_bbox": 0.0393304942548275, "d1.dn_loss_iou": 0.35636594831943513, "time": 0.6568488931655884, "epoch": 126, "iter": 9300, "memory": 7298, "step": 9300}
- {"coco/bbox_mAP": 0.616, "coco/bbox_mAP_50": 0.881, "coco/bbox_mAP_75": 0.7, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.556, "coco/bbox_mAP_l": 0.798, "data_time": 0.02696015618064187, "time": 0.045372572812167083, "step": 126}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29863168239593507, "loss": 6.330986032485962, "loss_cls": 0.4751289623975754, "loss_bbox": 0.038189371675252916, "loss_iou": 0.3451637780666351, "d0.loss_cls": 0.5276087683439254, "d0.loss_bbox": 0.044745792150497433, "d0.loss_iou": 0.379004448056221, "d1.loss_cls": 0.48409206807613375, "d1.loss_bbox": 0.03882224749773741, "d1.loss_iou": 0.3457967478036881, "enc_loss_cls": 0.5659886723756791, "enc_loss_bbox": 0.06648170918226243, "enc_loss_iou": 0.5254660475254059, "dn_loss_cls": 0.37124563217163087, "dn_loss_bbox": 0.03790638525038958, "dn_loss_iou": 0.36174948811531066, "d0.dn_loss_cls": 0.4157017117738724, "d0.dn_loss_bbox": 0.054591812938451764, "d0.dn_loss_iou": 0.4799828255176544, "d1.dn_loss_cls": 0.3745288211107254, "d1.dn_loss_bbox": 0.03785418674349785, "d1.dn_loss_iou": 0.36093646109104155, "time": 0.6907236862182617, "epoch": 127, "iter": 9374, "memory": 7298, "step": 9374}
- {"coco/bbox_mAP": 0.62, "coco/bbox_mAP_50": 0.855, "coco/bbox_mAP_75": 0.704, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.544, "coco/bbox_mAP_l": 0.813, "data_time": 0.02869064157659357, "time": 0.04884119467301802, "step": 127}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2727792501449585, "loss": 6.330972661972046, "loss_cls": 0.47392904222011567, "loss_bbox": 0.03881826225668192, "loss_iou": 0.3576048749685288, "d0.loss_cls": 0.5165241926908493, "d0.loss_bbox": 0.04412581950426102, "d0.loss_iou": 0.3899263280630112, "d1.loss_cls": 0.4725449693202972, "d1.loss_bbox": 0.03840788446366787, "d1.loss_iou": 0.3562109607458115, "enc_loss_cls": 0.5473715281486511, "enc_loss_bbox": 0.06605580359697343, "enc_loss_iou": 0.5241652435064316, "dn_loss_cls": 0.37417854487895963, "dn_loss_bbox": 0.03867959558963776, "dn_loss_iou": 0.36475157737731934, "d0.dn_loss_cls": 0.4154008400440216, "d0.dn_loss_bbox": 0.05615318238735199, "d0.dn_loss_iou": 0.4819634997844696, "d1.dn_loss_cls": 0.37196098506450653, "d1.dn_loss_bbox": 0.03859888080507517, "d1.dn_loss_iou": 0.36360062658786774, "time": 0.6452520275115967, "epoch": 128, "iter": 9448, "memory": 7298, "step": 9448}
- {"coco/bbox_mAP": 0.617, "coco/bbox_mAP_50": 0.891, "coco/bbox_mAP_75": 0.712, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.571, "coco/bbox_mAP_l": 0.777, "data_time": 0.024036645889282227, "time": 0.04127277027476917, "step": 128}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28858107566833496, "loss": 6.2083801174163815, "loss_cls": 0.46628924667835236, "loss_bbox": 0.036978241950273515, "loss_iou": 0.3376306211948395, "d0.loss_cls": 0.5119972330331802, "d0.loss_bbox": 0.04325340185314417, "d0.loss_iou": 0.37349521189928053, "d1.loss_cls": 0.4734851861000061, "d1.loss_bbox": 0.036891662925481794, "d1.loss_iou": 0.33592200607061384, "enc_loss_cls": 0.5503233730792999, "enc_loss_bbox": 0.06656121723353862, "enc_loss_iou": 0.5149074959754943, "dn_loss_cls": 0.36613740026950836, "dn_loss_bbox": 0.03966093260794878, "dn_loss_iou": 0.3544348853826523, "d0.dn_loss_cls": 0.4112092846632004, "d0.dn_loss_bbox": 0.056913799345493316, "d0.dn_loss_iou": 0.4719406777620316, "d1.dn_loss_cls": 0.3674775397777557, "d1.dn_loss_bbox": 0.03958222541958094, "d1.dn_loss_iou": 0.353288459777832, "time": 0.6700549840927124, "epoch": 129, "iter": 9522, "memory": 7298, "step": 9522}
- {"coco/bbox_mAP": 0.607, "coco/bbox_mAP_50": 0.868, "coco/bbox_mAP_75": 0.691, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.557, "coco/bbox_mAP_l": 0.774, "data_time": 0.0295354886488481, "time": 0.04882194779135964, "step": 129}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3083485555648804, "loss": 6.127281455993653, "loss_cls": 0.4542190283536911, "loss_bbox": 0.03776371318846941, "loss_iou": 0.3376877599954605, "d0.loss_cls": 0.5005643433332443, "d0.loss_bbox": 0.042808757834136485, "d0.loss_iou": 0.36875414550304414, "d1.loss_cls": 0.46233109414577483, "d1.loss_bbox": 0.03855464063584804, "d1.loss_iou": 0.33938622623682024, "enc_loss_cls": 0.5387321102619171, "enc_loss_bbox": 0.06348832622170449, "enc_loss_iou": 0.49429336726665496, "dn_loss_cls": 0.3673346084356308, "dn_loss_bbox": 0.03730213843286037, "dn_loss_iou": 0.3486533409357071, "d0.dn_loss_cls": 0.4160139483213425, "d0.dn_loss_bbox": 0.054161353036761284, "d0.dn_loss_iou": 0.47160711586475373, "d1.dn_loss_cls": 0.36891537249088285, "d1.dn_loss_bbox": 0.03721552841365337, "d1.dn_loss_iou": 0.34749453455209733, "time": 0.7103721857070923, "epoch": 130, "iter": 9596, "memory": 7298, "step": 9596}
- {"coco/bbox_mAP": 0.618, "coco/bbox_mAP_50": 0.876, "coco/bbox_mAP_75": 0.711, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.574, "coco/bbox_mAP_l": 0.778, "data_time": 0.025425065647472034, "time": 0.043571060354059395, "step": 130}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2906948137283325, "loss": 6.151661376953125, "loss_cls": 0.4651004821062088, "loss_bbox": 0.03590322222560644, "loss_iou": 0.3378297978639603, "d0.loss_cls": 0.5123369598388672, "d0.loss_bbox": 0.040258720070123676, "d0.loss_iou": 0.36939738661050797, "d1.loss_cls": 0.47025194942951204, "d1.loss_bbox": 0.03597093742340803, "d1.loss_iou": 0.33826340347528455, "enc_loss_cls": 0.5611604797840118, "enc_loss_bbox": 0.06050058782100678, "enc_loss_iou": 0.4909169727563858, "dn_loss_cls": 0.36394556939601896, "dn_loss_bbox": 0.03709629699587822, "dn_loss_iou": 0.34970005869865417, "d0.dn_loss_cls": 0.4095513135194778, "d0.dn_loss_bbox": 0.05363942489027977, "d0.dn_loss_iou": 0.4686971765756607, "d1.dn_loss_cls": 0.3650984483957291, "d1.dn_loss_bbox": 0.03704824596643448, "d1.dn_loss_iou": 0.34899387657642367, "time": 0.6850488138198852, "epoch": 131, "iter": 9670, "memory": 7298, "step": 9670}
- {"coco/bbox_mAP": 0.605, "coco/bbox_mAP_50": 0.869, "coco/bbox_mAP_75": 0.716, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.562, "coco/bbox_mAP_l": 0.766, "data_time": 0.02698627385226163, "time": 0.046535621989857064, "step": 131}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29365660667419435, "loss": 6.305690269470215, "loss_cls": 0.4781614434719086, "loss_bbox": 0.03848174411803484, "loss_iou": 0.3427697080373764, "d0.loss_cls": 0.5208401548862457, "d0.loss_bbox": 0.04510280728340149, "d0.loss_iou": 0.37983240485191344, "d1.loss_cls": 0.48345936596393585, "d1.loss_bbox": 0.038726356886327265, "d1.loss_iou": 0.3425252914428711, "enc_loss_cls": 0.5651597023010254, "enc_loss_bbox": 0.07048286475241185, "enc_loss_iou": 0.5229976272583008, "dn_loss_cls": 0.36727268517017364, "dn_loss_bbox": 0.03897064000368118, "dn_loss_iou": 0.35498785465955734, "d0.dn_loss_cls": 0.41563894629478454, "d0.dn_loss_bbox": 0.05721845030784607, "d0.dn_loss_iou": 0.4799919080734253, "d1.dn_loss_cls": 0.36996737599372864, "d1.dn_loss_bbox": 0.03891844052821398, "d1.dn_loss_iou": 0.35418447345495224, "time": 0.6855525541305542, "epoch": 132, "iter": 9744, "memory": 7298, "step": 9744}
- {"coco/bbox_mAP": 0.632, "coco/bbox_mAP_50": 0.886, "coco/bbox_mAP_75": 0.769, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.585, "coco/bbox_mAP_l": 0.777, "data_time": 0.026559634642167526, "time": 0.04692673683166504, "step": 132}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3083548069000244, "loss": 6.363437623977661, "loss_cls": 0.4750954109430313, "loss_bbox": 0.039669346809387204, "loss_iou": 0.35513892233371736, "d0.loss_cls": 0.5335936725139618, "d0.loss_bbox": 0.04518516287207604, "d0.loss_iou": 0.38445655137300494, "d1.loss_cls": 0.47443860650062564, "d1.loss_bbox": 0.040440254025161264, "d1.loss_iou": 0.35853777438402173, "enc_loss_cls": 0.5379734134674072, "enc_loss_bbox": 0.06680411219596863, "enc_loss_iou": 0.5212143033742904, "dn_loss_cls": 0.3764966434240341, "dn_loss_bbox": 0.04134225137531757, "dn_loss_iou": 0.36745861291885373, "d0.dn_loss_cls": 0.42079326033592224, "d0.dn_loss_bbox": 0.058088181018829343, "d0.dn_loss_iou": 0.4822205799818039, "d1.dn_loss_cls": 0.37647753477096557, "d1.dn_loss_bbox": 0.04127259690314531, "d1.dn_loss_iou": 0.366740405857563, "time": 0.6613186693191528, "epoch": 133, "iter": 9818, "memory": 7298, "step": 9818}
- {"coco/bbox_mAP": 0.636, "coco/bbox_mAP_50": 0.891, "coco/bbox_mAP_75": 0.735, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.587, "coco/bbox_mAP_l": 0.791, "data_time": 0.025478709827769886, "time": 0.04146968234669079, "step": 133}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2974210691452026, "loss": 5.983761930465699, "loss_cls": 0.45530534148216245, "loss_bbox": 0.03685284186154604, "loss_iou": 0.3330614671111107, "d0.loss_cls": 0.495638073682785, "d0.loss_bbox": 0.04072696089744568, "d0.loss_iou": 0.36285056948661804, "d1.loss_cls": 0.455121710896492, "d1.loss_bbox": 0.03745795648545027, "d1.loss_iou": 0.3338519212603569, "enc_loss_cls": 0.5250748521089554, "enc_loss_bbox": 0.05688709430396557, "enc_loss_iou": 0.4759862732887268, "dn_loss_cls": 0.36317812323570253, "dn_loss_bbox": 0.035071696378290655, "dn_loss_iou": 0.33540850669145583, "d0.dn_loss_cls": 0.41117977023124697, "d0.dn_loss_bbox": 0.04986480060964823, "d0.dn_loss_iou": 0.4485686391592026, "d1.dn_loss_cls": 0.36240564703941347, "d1.dn_loss_bbox": 0.03499140586704016, "d1.dn_loss_iou": 0.33427831262350083, "time": 0.6979613542556763, "epoch": 134, "iter": 9892, "memory": 7298, "step": 9892}
- {"coco/bbox_mAP": 0.643, "coco/bbox_mAP_50": 0.9, "coco/bbox_mAP_75": 0.738, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.591, "coco/bbox_mAP_l": 0.799, "data_time": 0.02703634175387296, "time": 0.0474390983581543, "step": 134}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2753276252746582, "loss": 6.172070608139038, "loss_cls": 0.4684809708595276, "loss_bbox": 0.04003117684274912, "loss_iou": 0.3375516512989998, "d0.loss_cls": 0.5026079952716828, "d0.loss_bbox": 0.045977227687835694, "d0.loss_iou": 0.37249535918235777, "d1.loss_cls": 0.4726139724254608, "d1.loss_bbox": 0.0401285009086132, "d1.loss_iou": 0.3380271330475807, "enc_loss_cls": 0.5775390535593032, "enc_loss_bbox": 0.0660092281550169, "enc_loss_iou": 0.4937634783983231, "dn_loss_cls": 0.3703906124830246, "dn_loss_bbox": 0.03716573808342218, "dn_loss_iou": 0.3398193457722664, "d0.dn_loss_cls": 0.41055637478828433, "d0.dn_loss_bbox": 0.053994768634438514, "d0.dn_loss_iou": 0.461170602440834, "d1.dn_loss_cls": 0.3674642533063889, "d1.dn_loss_bbox": 0.03710349649190903, "d1.dn_loss_iou": 0.33917961418628695, "time": 0.6519810009002686, "epoch": 135, "iter": 9966, "memory": 7298, "step": 9966}
- {"coco/bbox_mAP": 0.64, "coco/bbox_mAP_50": 0.893, "coco/bbox_mAP_75": 0.732, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.591, "coco/bbox_mAP_l": 0.802, "data_time": 0.023115353150801224, "time": 0.041221055117520417, "step": 135}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28169983863830567, "loss": 6.12666051864624, "loss_cls": 0.451162776350975, "loss_bbox": 0.038480088338255884, "loss_iou": 0.3417763790488243, "d0.loss_cls": 0.5018090206384659, "d0.loss_bbox": 0.04386531461030245, "d0.loss_iou": 0.3676875466108322, "d1.loss_cls": 0.45627824068069456, "d1.loss_bbox": 0.03905976478010416, "d1.loss_iou": 0.3435752695798874, "enc_loss_cls": 0.5363989716768265, "enc_loss_bbox": 0.0680979111045599, "enc_loss_iou": 0.5015988337993622, "dn_loss_cls": 0.3665710550546646, "dn_loss_bbox": 0.03886939104646445, "dn_loss_iou": 0.3460771325230598, "d0.dn_loss_cls": 0.4145359718799591, "d0.dn_loss_bbox": 0.05590150326490402, "d0.dn_loss_iou": 0.4627241224050522, "d1.dn_loss_cls": 0.3680992943048477, "d1.dn_loss_bbox": 0.03880729634314775, "d1.dn_loss_iou": 0.34528472006320954, "time": 0.6512176513671875, "epoch": 136, "iter": 10040, "memory": 7298, "step": 10040}
- {"coco/bbox_mAP": 0.629, "coco/bbox_mAP_50": 0.887, "coco/bbox_mAP_75": 0.712, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.588, "coco/bbox_mAP_l": 0.785, "data_time": 0.025288148359818893, "time": 0.0447305982763117, "step": 136}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2895015048980713, "loss": 6.1063904953002925, "loss_cls": 0.4458476114273071, "loss_bbox": 0.03792899288237095, "loss_iou": 0.34549891591072085, "d0.loss_cls": 0.4968301665782928, "d0.loss_bbox": 0.04344084829092026, "d0.loss_iou": 0.3782251015305519, "d1.loss_cls": 0.45554685831069947, "d1.loss_bbox": 0.03791004817932844, "d1.loss_iou": 0.3446608343720436, "enc_loss_cls": 0.5237881708145141, "enc_loss_bbox": 0.06317021392285824, "enc_loss_iou": 0.5081841766834259, "dn_loss_cls": 0.3630925065279007, "dn_loss_bbox": 0.036134620159864426, "dn_loss_iou": 0.3452779573202133, "d0.dn_loss_cls": 0.41258758068084717, "d0.dn_loss_bbox": 0.053504711240530016, "d0.dn_loss_iou": 0.46781443178653714, "d1.dn_loss_cls": 0.36651465654373167, "d1.dn_loss_bbox": 0.03607086956501007, "d1.dn_loss_iou": 0.34436128586530684, "time": 0.6831890153884888, "epoch": 137, "iter": 10114, "memory": 7298, "step": 10114}
- {"coco/bbox_mAP": 0.636, "coco/bbox_mAP_50": 0.891, "coco/bbox_mAP_75": 0.726, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.588, "coco/bbox_mAP_l": 0.788, "data_time": 0.026434399864890358, "time": 0.04594458233226429, "step": 137}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2938498306274414, "loss": 6.085628700256348, "loss_cls": 0.46945933640003207, "loss_bbox": 0.039947440773248674, "loss_iou": 0.3316734379529953, "d0.loss_cls": 0.5052768445014953, "d0.loss_bbox": 0.043824737109243866, "d0.loss_iou": 0.36186832427978516, "d1.loss_cls": 0.47281248211860655, "d1.loss_bbox": 0.04044014915823937, "d1.loss_iou": 0.3329519993066788, "enc_loss_cls": 0.5325336700677872, "enc_loss_bbox": 0.06608991593122482, "enc_loss_iou": 0.4868625968694687, "dn_loss_cls": 0.36827111899852755, "dn_loss_bbox": 0.036806030049920085, "dn_loss_iou": 0.338258712887764, "d0.dn_loss_cls": 0.40999010145664216, "d0.dn_loss_bbox": 0.053353045284748074, "d0.dn_loss_iou": 0.4525606977939606, "d1.dn_loss_cls": 0.3685038810968399, "d1.dn_loss_bbox": 0.036736665144562725, "d1.dn_loss_iou": 0.33740748703479767, "time": 0.6945130443572998, "epoch": 138, "iter": 10188, "memory": 7298, "step": 10188}
- {"coco/bbox_mAP": 0.637, "coco/bbox_mAP_50": 0.889, "coco/bbox_mAP_75": 0.747, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.581, "coco/bbox_mAP_l": 0.8, "data_time": 0.02560489827936346, "time": 0.04326196150346236, "step": 138}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.294095983505249, "loss": 6.021079044342041, "loss_cls": 0.4409788227081299, "loss_bbox": 0.03695501521229744, "loss_iou": 0.32808265507221224, "d0.loss_cls": 0.5002658611536026, "d0.loss_bbox": 0.04174967724829912, "d0.loss_iou": 0.35793940246105194, "d1.loss_cls": 0.45460003435611723, "d1.loss_bbox": 0.036725911237299444, "d1.loss_iou": 0.3280679240822792, "enc_loss_cls": 0.5285351729393005, "enc_loss_bbox": 0.06364872969686985, "enc_loss_iou": 0.49997548401355746, "dn_loss_cls": 0.36221222698688504, "dn_loss_bbox": 0.036574931368231776, "dn_loss_iou": 0.3384102886915207, "d0.dn_loss_cls": 0.4133261209726334, "d0.dn_loss_bbox": 0.05418932504951954, "d0.dn_loss_iou": 0.4596036696434021, "d1.dn_loss_cls": 0.3651004582643509, "d1.dn_loss_bbox": 0.03650980021804571, "d1.dn_loss_iou": 0.33762751519680023, "time": 0.67842041015625, "epoch": 139, "iter": 10262, "memory": 7298, "step": 10262}
- {"coco/bbox_mAP": 0.641, "coco/bbox_mAP_50": 0.904, "coco/bbox_mAP_75": 0.756, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.593, "coco/bbox_mAP_l": 0.796, "data_time": 0.02464227242903276, "time": 0.04085031422701749, "step": 139}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2804271602630615, "loss": 6.064798307418823, "loss_cls": 0.45017758309841155, "loss_bbox": 0.03835920419543982, "loss_iou": 0.3269096317887306, "d0.loss_cls": 0.5029518795013428, "d0.loss_bbox": 0.043779405131936074, "d0.loss_iou": 0.36205610424280166, "d1.loss_cls": 0.4592411857843399, "d1.loss_bbox": 0.038611363247036935, "d1.loss_iou": 0.3278152024745941, "enc_loss_cls": 0.5612741422653198, "enc_loss_bbox": 0.06473507143557072, "enc_loss_iou": 0.491462966799736, "dn_loss_cls": 0.36267502784729005, "dn_loss_bbox": 0.03670240931212902, "dn_loss_iou": 0.33678878754377367, "d0.dn_loss_cls": 0.4126337671279907, "d0.dn_loss_bbox": 0.054210767596960065, "d0.dn_loss_iou": 0.4576482194662094, "d1.dn_loss_cls": 0.3644163328409195, "d1.dn_loss_bbox": 0.03662414520978927, "d1.dn_loss_iou": 0.33572511583566667, "time": 0.6695887231826783, "epoch": 140, "iter": 10336, "memory": 7298, "step": 10336}
- {"coco/bbox_mAP": 0.644, "coco/bbox_mAP_50": 0.902, "coco/bbox_mAP_75": 0.766, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.594, "coco/bbox_mAP_l": 0.798, "data_time": 0.024715250188654118, "time": 0.04257169636813077, "step": 140}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28330866813659666, "loss": 5.961559171676636, "loss_cls": 0.4421941918134689, "loss_bbox": 0.034900699742138386, "loss_iou": 0.3161739656329155, "d0.loss_cls": 0.498680065870285, "d0.loss_bbox": 0.04022201500833034, "d0.loss_iou": 0.3497012171149254, "d1.loss_cls": 0.4536883556842804, "d1.loss_bbox": 0.03494027465581894, "d1.loss_iou": 0.3164205047488213, "enc_loss_cls": 0.5245464915037155, "enc_loss_bbox": 0.06273178167641164, "enc_loss_iou": 0.4841264832019806, "dn_loss_cls": 0.36251966178417205, "dn_loss_bbox": 0.03674856960773468, "dn_loss_iou": 0.3366787919402123, "d0.dn_loss_cls": 0.4113671392202377, "d0.dn_loss_bbox": 0.055176813006401065, "d0.dn_loss_iou": 0.4633804720640182, "d1.dn_loss_cls": 0.36491290032863616, "d1.dn_loss_bbox": 0.036677002869546414, "d1.dn_loss_iou": 0.33577181994915006, "time": 0.6873676156997681, "epoch": 141, "iter": 10410, "memory": 7298, "step": 10410}
- {"coco/bbox_mAP": 0.631, "coco/bbox_mAP_50": 0.902, "coco/bbox_mAP_75": 0.729, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.583, "coco/bbox_mAP_l": 0.783, "data_time": 0.026856010610407047, "time": 0.045253970406272194, "step": 141}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2878603172302246, "loss": 5.978741760253906, "loss_cls": 0.43820818066596984, "loss_bbox": 0.0374751216173172, "loss_iou": 0.3205923721194267, "d0.loss_cls": 0.4969063913822174, "d0.loss_bbox": 0.04243867706507445, "d0.loss_iou": 0.3544552528858185, "d1.loss_cls": 0.4480968689918518, "d1.loss_bbox": 0.03749357182532549, "d1.loss_iou": 0.3195154720544815, "enc_loss_cls": 0.5322418934106827, "enc_loss_bbox": 0.06448857970535755, "enc_loss_iou": 0.49285965263843534, "dn_loss_cls": 0.3616532564163208, "dn_loss_bbox": 0.035830242969095705, "dn_loss_iou": 0.3364254748821259, "d0.dn_loss_cls": 0.41124066948890686, "d0.dn_loss_bbox": 0.05363501884043217, "d0.dn_loss_iou": 0.4628322494029999, "d1.dn_loss_cls": 0.3620745837688446, "d1.dn_loss_bbox": 0.035710996799170974, "d1.dn_loss_iou": 0.3345672255754471, "time": 0.6912311506271362, "epoch": 142, "iter": 10484, "memory": 7298, "step": 10484}
- {"coco/bbox_mAP": 0.635, "coco/bbox_mAP_50": 0.902, "coco/bbox_mAP_75": 0.767, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.595, "coco/bbox_mAP_l": 0.772, "data_time": 0.026404705914584072, "time": 0.04380390860817649, "step": 142}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2902667951583862, "loss": 5.994859237670898, "loss_cls": 0.44186935424804685, "loss_bbox": 0.03608122777193785, "loss_iou": 0.32479749649763107, "d0.loss_cls": 0.49789986670017244, "d0.loss_bbox": 0.04170727472752333, "d0.loss_iou": 0.35848100811243055, "d1.loss_cls": 0.45679984986782074, "d1.loss_bbox": 0.03660133130848408, "d1.loss_iou": 0.3258373376727104, "enc_loss_cls": 0.528435105085373, "enc_loss_bbox": 0.06565136961638927, "enc_loss_iou": 0.5107100975513458, "dn_loss_cls": 0.3568738681077957, "dn_loss_bbox": 0.03570674724876881, "dn_loss_iou": 0.33605533838272095, "d0.dn_loss_cls": 0.4077774405479431, "d0.dn_loss_bbox": 0.05194553032517433, "d0.dn_loss_iou": 0.45055755496025085, "d1.dn_loss_cls": 0.35990215361118316, "d1.dn_loss_bbox": 0.035675378330051896, "d1.dn_loss_iou": 0.3354938742518425, "time": 0.6832349824905396, "epoch": 143, "iter": 10558, "memory": 7298, "step": 10558}
- {"coco/bbox_mAP": 0.635, "coco/bbox_mAP_50": 0.909, "coco/bbox_mAP_75": 0.746, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.596, "coco/bbox_mAP_l": 0.774, "data_time": 0.025146202607588333, "time": 0.04409027099609375, "step": 143}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2626336717605591, "loss": 5.920994119644165, "loss_cls": 0.45434765160083773, "loss_bbox": 0.03710561886429787, "loss_iou": 0.3172444674372673, "d0.loss_cls": 0.49756952702999113, "d0.loss_bbox": 0.041780434064567086, "d0.loss_iou": 0.3456145331263542, "d1.loss_cls": 0.4652682685852051, "d1.loss_bbox": 0.037352760508656505, "d1.loss_iou": 0.3181653767824173, "enc_loss_cls": 0.5465083700418473, "enc_loss_bbox": 0.061421599835157395, "enc_loss_iou": 0.4698826307058334, "dn_loss_cls": 0.3609720486402512, "dn_loss_bbox": 0.03343455094844103, "dn_loss_iou": 0.32331961393356323, "d0.dn_loss_cls": 0.4071941781044006, "d0.dn_loss_bbox": 0.04944958560168743, "d0.dn_loss_iou": 0.4385159981250763, "d1.dn_loss_cls": 0.3604396450519562, "d1.dn_loss_bbox": 0.03334700152277947, "d1.dn_loss_iou": 0.32206033617258073, "time": 0.6509166622161865, "epoch": 144, "iter": 10632, "memory": 7298, "step": 10632}
- {"coco/bbox_mAP": 0.634, "coco/bbox_mAP_50": 0.894, "coco/bbox_mAP_75": 0.763, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.592, "coco/bbox_mAP_l": 0.779, "data_time": 0.02385997772216797, "time": 0.0406241850419478, "step": 144}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2970128917694092, "loss": 6.024840440750122, "loss_cls": 0.4344187486171722, "loss_bbox": 0.03691278778016567, "loss_iou": 0.3390555194020271, "d0.loss_cls": 0.4886437541246414, "d0.loss_bbox": 0.04253972452133894, "d0.loss_iou": 0.3727551555633545, "d1.loss_cls": 0.4488749313354492, "d1.loss_bbox": 0.03828567005693913, "d1.loss_iou": 0.3430380010604858, "enc_loss_cls": 0.5308533775806427, "enc_loss_bbox": 0.06210237890481949, "enc_loss_iou": 0.49093746185302733, "dn_loss_cls": 0.3596920347213745, "dn_loss_bbox": 0.03674530565738678, "dn_loss_iou": 0.3419053199887276, "d0.dn_loss_cls": 0.40959119379520414, "d0.dn_loss_bbox": 0.053144426420331, "d0.dn_loss_iou": 0.4559582245349884, "d1.dn_loss_cls": 0.361781113743782, "d1.dn_loss_bbox": 0.036682334616780284, "d1.dn_loss_iou": 0.3409230062365532, "time": 0.6752287578582764, "epoch": 145, "iter": 10706, "memory": 7298, "step": 10706}
- {"coco/bbox_mAP": 0.639, "coco/bbox_mAP_50": 0.899, "coco/bbox_mAP_75": 0.753, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.592, "coco/bbox_mAP_l": 0.786, "data_time": 0.022755297747525303, "time": 0.04344628073952415, "step": 145}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27088369846343996, "loss": 5.938791427612305, "loss_cls": 0.44030068516731263, "loss_bbox": 0.045008505843579766, "loss_iou": 0.32386545091867447, "d0.loss_cls": 0.4944205528497696, "d0.loss_bbox": 0.05007725600153208, "d0.loss_iou": 0.35419707030057906, "d1.loss_cls": 0.4522294634580612, "d1.loss_bbox": 0.044704073816537855, "d1.loss_iou": 0.32168136566877364, "enc_loss_cls": 0.5490514826774597, "enc_loss_bbox": 0.06842520371079445, "enc_loss_iou": 0.48722495436668395, "dn_loss_cls": 0.3528631854057312, "dn_loss_bbox": 0.0337283431738615, "dn_loss_iou": 0.31875763297080995, "d0.dn_loss_cls": 0.4072432255744934, "d0.dn_loss_bbox": 0.05032297566533089, "d0.dn_loss_iou": 0.4377912026643753, "d1.dn_loss_cls": 0.35539084434509277, "d1.dn_loss_bbox": 0.033666668869554994, "d1.dn_loss_iou": 0.3178412663936615, "time": 0.6656897354125977, "epoch": 146, "iter": 10780, "memory": 7298, "step": 10780}
- {"coco/bbox_mAP": 0.641, "coco/bbox_mAP_50": 0.903, "coco/bbox_mAP_75": 0.761, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.588, "coco/bbox_mAP_l": 0.799, "data_time": 0.022676012732765892, "time": 0.04323267936706543, "step": 146}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2745756435394287, "loss": 5.92911392211914, "loss_cls": 0.4319262766838074, "loss_bbox": 0.0381719022244215, "loss_iou": 0.3241651028394699, "d0.loss_cls": 0.4997056758403778, "d0.loss_bbox": 0.04401944149285555, "d0.loss_iou": 0.3556034514307976, "d1.loss_cls": 0.45104935228824616, "d1.loss_bbox": 0.03832403745502234, "d1.loss_iou": 0.3231584060192108, "enc_loss_cls": 0.5535116410255432, "enc_loss_bbox": 0.06369336478412152, "enc_loss_iou": 0.476102289557457, "dn_loss_cls": 0.35524610221385955, "dn_loss_bbox": 0.03490744601935148, "dn_loss_iou": 0.3237146979570389, "d0.dn_loss_cls": 0.41006672501564023, "d0.dn_loss_bbox": 0.05195088431239128, "d0.dn_loss_iou": 0.440553782582283, "d1.dn_loss_cls": 0.3562511920928955, "d1.dn_loss_bbox": 0.03481559433043003, "d1.dn_loss_iou": 0.3221765464544296, "time": 0.6601228523254394, "epoch": 147, "iter": 10854, "memory": 7298, "step": 10854}
- {"coco/bbox_mAP": 0.649, "coco/bbox_mAP_50": 0.897, "coco/bbox_mAP_75": 0.757, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.593, "coco/bbox_mAP_l": 0.815, "data_time": 0.02584496411410245, "time": 0.04493182355707342, "step": 147}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29781299114227294, "loss": 5.917983703613281, "loss_cls": 0.44141558289527894, "loss_bbox": 0.03448912251740694, "loss_iou": 0.3241560885310173, "d0.loss_cls": 0.4920123106241226, "d0.loss_bbox": 0.039232436530292035, "d0.loss_iou": 0.3491852033138275, "d1.loss_cls": 0.45543657541275023, "d1.loss_bbox": 0.035068320333957674, "d1.loss_iou": 0.323875435590744, "enc_loss_cls": 0.5653586661815644, "enc_loss_bbox": 0.05988906919956207, "enc_loss_iou": 0.47132967054843905, "dn_loss_cls": 0.3589668416976929, "dn_loss_bbox": 0.033710792809724804, "dn_loss_iou": 0.32751824021339415, "d0.dn_loss_cls": 0.40509175300598144, "d0.dn_loss_bbox": 0.0490619233250618, "d0.dn_loss_iou": 0.43434512078762055, "d1.dn_loss_cls": 0.35806385695934295, "d1.dn_loss_bbox": 0.033625145256519315, "d1.dn_loss_iou": 0.32615153372287753, "time": 0.6796854448318481, "epoch": 148, "iter": 10928, "memory": 7298, "step": 10928}
- {"coco/bbox_mAP": 0.648, "coco/bbox_mAP_50": 0.895, "coco/bbox_mAP_75": 0.756, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.606, "coco/bbox_mAP_l": 0.803, "data_time": 0.02560810609297319, "time": 0.042502554980191315, "step": 148}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2955746078491211, "loss": 6.002613716125488, "loss_cls": 0.438302286863327, "loss_bbox": 0.036902053244411946, "loss_iou": 0.33629894942045213, "d0.loss_cls": 0.495634326338768, "d0.loss_bbox": 0.04167392734438181, "d0.loss_iou": 0.3624687397480011, "d1.loss_cls": 0.444585702419281, "d1.loss_bbox": 0.03706295948475599, "d1.loss_iou": 0.3350649207830429, "enc_loss_cls": 0.526362315416336, "enc_loss_bbox": 0.0614950767159462, "enc_loss_iou": 0.4872837173938751, "dn_loss_cls": 0.3631551682949066, "dn_loss_bbox": 0.03663395829498768, "dn_loss_iou": 0.3429066514968872, "d0.dn_loss_cls": 0.409814418554306, "d0.dn_loss_bbox": 0.05256027981638908, "d0.dn_loss_iou": 0.45605864107608796, "d1.dn_loss_cls": 0.361265549659729, "d1.dn_loss_bbox": 0.03648567732423544, "d1.dn_loss_iou": 0.34059835493564605, "time": 0.6848606491088867, "epoch": 149, "iter": 11002, "memory": 7298, "step": 11002}
- {"coco/bbox_mAP": 0.658, "coco/bbox_mAP_50": 0.893, "coco/bbox_mAP_75": 0.782, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.61, "coco/bbox_mAP_l": 0.814, "data_time": 0.027911229567094284, "time": 0.04576594179326838, "step": 149}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2834977865219116, "loss": 5.743207941055298, "loss_cls": 0.4208795577287674, "loss_bbox": 0.03801621254533529, "loss_iou": 0.3151959404349327, "d0.loss_cls": 0.4763082879781723, "d0.loss_bbox": 0.043447536639869215, "d0.loss_iou": 0.3474405139684677, "d1.loss_cls": 0.43718578219413756, "d1.loss_bbox": 0.038446482978761194, "d1.loss_iou": 0.31528090000152587, "enc_loss_cls": 0.5100046187639237, "enc_loss_bbox": 0.06303839825093746, "enc_loss_iou": 0.47234172582626344, "dn_loss_cls": 0.3469486778974533, "dn_loss_bbox": 0.03417962495237589, "dn_loss_iou": 0.31014899611473085, "d0.dn_loss_cls": 0.4017340153455734, "d0.dn_loss_bbox": 0.05044937163591385, "d0.dn_loss_iou": 0.42762135088443753, "d1.dn_loss_cls": 0.3510994440317154, "d1.dn_loss_bbox": 0.03410858329385519, "d1.dn_loss_iou": 0.30933193415403365, "time": 0.6680950117111206, "epoch": 150, "iter": 11076, "memory": 7298, "step": 11076}
- {"coco/bbox_mAP": 0.664, "coco/bbox_mAP_50": 0.895, "coco/bbox_mAP_75": 0.801, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.617, "coco/bbox_mAP_l": 0.813, "data_time": 0.025190851905129173, "time": 0.044567238200794564, "step": 150}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31068524837493894, "loss": 5.920893115997314, "loss_cls": 0.4270465701818466, "loss_bbox": 0.037693779803812506, "loss_iou": 0.3195132991671562, "d0.loss_cls": 0.49097875237464905, "d0.loss_bbox": 0.0448463686183095, "d0.loss_iou": 0.35002971947193146, "d1.loss_cls": 0.4407285797595978, "d1.loss_bbox": 0.03850422494113445, "d1.loss_iou": 0.3206579178571701, "enc_loss_cls": 0.5525971257686615, "enc_loss_bbox": 0.0669724077731371, "enc_loss_iou": 0.4869979482889175, "dn_loss_cls": 0.35888988852500914, "dn_loss_bbox": 0.03524511687457561, "dn_loss_iou": 0.32377027332782743, "d0.dn_loss_cls": 0.4112680983543396, "d0.dn_loss_bbox": 0.052652996554970743, "d0.dn_loss_iou": 0.44436308920383455, "d1.dn_loss_cls": 0.3602886581420898, "d1.dn_loss_bbox": 0.035156847536563875, "d1.dn_loss_iou": 0.32269144237041475, "time": 0.6985907554626465, "epoch": 151, "iter": 11150, "memory": 7298, "step": 11150}
- {"coco/bbox_mAP": 0.669, "coco/bbox_mAP_50": 0.9, "coco/bbox_mAP_75": 0.79, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.623, "coco/bbox_mAP_l": 0.815, "data_time": 0.024275888096202503, "time": 0.04169388250871138, "step": 151}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3195768737792969, "loss": 6.04266324043274, "loss_cls": 0.4449647092819214, "loss_bbox": 0.04072571907192469, "loss_iou": 0.32497392535209657, "d0.loss_cls": 0.511342933177948, "d0.loss_bbox": 0.045455800145864485, "d0.loss_iou": 0.3606439620256424, "d1.loss_cls": 0.467974733710289, "d1.loss_bbox": 0.03946065295487642, "d1.loss_iou": 0.32529685020446775, "enc_loss_cls": 0.578454475402832, "enc_loss_bbox": 0.07073240056633949, "enc_loss_iou": 0.5082773792743683, "dn_loss_cls": 0.3585395455360413, "dn_loss_bbox": 0.03356642972677946, "dn_loss_iou": 0.3197369721531868, "d0.dn_loss_cls": 0.4077640497684479, "d0.dn_loss_bbox": 0.05133805483579636, "d0.dn_loss_iou": 0.4419453078508377, "d1.dn_loss_cls": 0.35927908718585966, "d1.dn_loss_bbox": 0.033494031354784966, "d1.dn_loss_iou": 0.31869626194238665, "time": 0.7137353992462159, "epoch": 152, "iter": 11224, "memory": 7298, "step": 11224}
- {"coco/bbox_mAP": 0.672, "coco/bbox_mAP_50": 0.894, "coco/bbox_mAP_75": 0.781, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.625, "coco/bbox_mAP_l": 0.822, "data_time": 0.07785547863353383, "time": 0.09329548749056729, "step": 152}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28492509365081786, "loss": 5.725188837051392, "loss_cls": 0.4291399401426315, "loss_bbox": 0.031580850481987, "loss_iou": 0.30676932126283646, "d0.loss_cls": 0.48422104835510255, "d0.loss_bbox": 0.0382311237975955, "d0.loss_iou": 0.3358802980184555, "d1.loss_cls": 0.4456480824947357, "d1.loss_bbox": 0.03413909465074539, "d1.loss_iou": 0.3061357098817825, "enc_loss_cls": 0.5014447611570358, "enc_loss_bbox": 0.05580356128513813, "enc_loss_iou": 0.45799017906188966, "dn_loss_cls": 0.35241282820701597, "dn_loss_bbox": 0.03314033970236778, "dn_loss_iou": 0.31907695293426513, "d0.dn_loss_cls": 0.40630272328853606, "d0.dn_loss_bbox": 0.04960392601788044, "d0.dn_loss_iou": 0.43428421080112456, "d1.dn_loss_cls": 0.35252519726753234, "d1.dn_loss_bbox": 0.03306414719671011, "d1.dn_loss_iou": 0.31779457211494444, "time": 0.663308744430542, "epoch": 153, "iter": 11298, "memory": 7298, "step": 11298}
- {"coco/bbox_mAP": 0.663, "coco/bbox_mAP_50": 0.892, "coco/bbox_mAP_75": 0.746, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.612, "coco/bbox_mAP_l": 0.823, "data_time": 0.025452830574729225, "time": 0.04379274628379128, "step": 153}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3020363426208496, "loss": 5.768361692428589, "loss_cls": 0.42067630410194395, "loss_bbox": 0.03539367575198412, "loss_iou": 0.3082469630241394, "d0.loss_cls": 0.49982843935489657, "d0.loss_bbox": 0.03856442987918854, "d0.loss_iou": 0.3368515273928642, "d1.loss_cls": 0.4506812685728073, "d1.loss_bbox": 0.03640061050653458, "d1.loss_iou": 0.30819864839315414, "enc_loss_cls": 0.5144911849498749, "enc_loss_bbox": 0.0577813221514225, "enc_loss_iou": 0.45943795025348666, "dn_loss_cls": 0.3527705532312393, "dn_loss_bbox": 0.03361908357590437, "dn_loss_iou": 0.3154116502404213, "d0.dn_loss_cls": 0.41039351403713226, "d0.dn_loss_bbox": 0.05014078870415688, "d0.dn_loss_iou": 0.43502193689346313, "d1.dn_loss_cls": 0.35668405771255496, "d1.dn_loss_bbox": 0.033532365970313546, "d1.dn_loss_iou": 0.3142354646325111, "time": 0.6923346614837647, "epoch": 154, "iter": 11372, "memory": 7298, "step": 11372}
- {"coco/bbox_mAP": 0.669, "coco/bbox_mAP_50": 0.901, "coco/bbox_mAP_75": 0.771, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.62, "coco/bbox_mAP_l": 0.825, "data_time": 0.02433878725225275, "time": 0.04073286056518555, "step": 154}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29414918899536135, "loss": 5.730156936645508, "loss_cls": 0.40979148328304293, "loss_bbox": 0.036049846187233926, "loss_iou": 0.320019111931324, "d0.loss_cls": 0.4611024022102356, "d0.loss_bbox": 0.038747020624578, "d0.loss_iou": 0.3470472702383995, "d1.loss_cls": 0.42507682263851165, "d1.loss_bbox": 0.03578494023531675, "d1.loss_iou": 0.3193085131049156, "enc_loss_cls": 0.49773159325122834, "enc_loss_bbox": 0.0580018474906683, "enc_loss_iou": 0.46709460258483887, "dn_loss_cls": 0.35403131067752835, "dn_loss_bbox": 0.03427757583558559, "dn_loss_iou": 0.3250114139914513, "d0.dn_loss_cls": 0.40425951302051544, "d0.dn_loss_bbox": 0.049377612844109534, "d0.dn_loss_iou": 0.43308703660964964, "d1.dn_loss_cls": 0.35586555302143097, "d1.dn_loss_bbox": 0.03421985350549221, "d1.dn_loss_iou": 0.3242716953158379, "time": 0.6696910762786865, "epoch": 155, "iter": 11446, "memory": 7298, "step": 11446}
- {"coco/bbox_mAP": 0.676, "coco/bbox_mAP_50": 0.903, "coco/bbox_mAP_75": 0.765, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.625, "coco/bbox_mAP_l": 0.832, "data_time": 0.026835246519608932, "time": 0.047175255688754, "step": 155}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28191164970397947, "loss": 5.818235177993774, "loss_cls": 0.4105395609140396, "loss_bbox": 0.036606802977621554, "loss_iou": 0.33043664664030076, "d0.loss_cls": 0.4655692034959793, "d0.loss_bbox": 0.04173774644732475, "d0.loss_iou": 0.3588593581318855, "d1.loss_cls": 0.43227857172489165, "d1.loss_bbox": 0.03661621872335672, "d1.loss_iou": 0.3307346996665001, "enc_loss_cls": 0.505484344959259, "enc_loss_bbox": 0.05881654821336269, "enc_loss_iou": 0.47040426135063174, "dn_loss_cls": 0.35543067336082457, "dn_loss_bbox": 0.03409647822380066, "dn_loss_iou": 0.33009170114994046, "d0.dn_loss_cls": 0.40597825109958646, "d0.dn_loss_bbox": 0.05011896811425686, "d0.dn_loss_iou": 0.4449564218521118, "d1.dn_loss_cls": 0.35703222692012787, "d1.dn_loss_bbox": 0.03400617029517889, "d1.dn_loss_iou": 0.32844029933214186, "time": 0.6488616991043091, "epoch": 156, "iter": 11520, "memory": 7298, "step": 11520}
- {"coco/bbox_mAP": 0.678, "coco/bbox_mAP_50": 0.904, "coco/bbox_mAP_75": 0.772, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.631, "coco/bbox_mAP_l": 0.832, "data_time": 0.02803382006558505, "time": 0.04743450338190252, "step": 156}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28854726314544676, "loss": 5.672142705917358, "loss_cls": 0.40881025314331054, "loss_bbox": 0.03294493854045868, "loss_iou": 0.31040559768676756, "d0.loss_cls": 0.48224886894226077, "d0.loss_bbox": 0.03708554748445749, "d0.loss_iou": 0.33646915763616564, "d1.loss_cls": 0.4299124026298523, "d1.loss_bbox": 0.033406663499772546, "d1.loss_iou": 0.3113985347747803, "enc_loss_cls": 0.5164581024646759, "enc_loss_bbox": 0.0590311186760664, "enc_loss_iou": 0.4608112144470215, "dn_loss_cls": 0.34424793004989623, "dn_loss_bbox": 0.033592414371669294, "dn_loss_iou": 0.3137549650669098, "d0.dn_loss_cls": 0.3992409163713455, "d0.dn_loss_bbox": 0.04853883504867554, "d0.dn_loss_iou": 0.4216617977619171, "d1.dn_loss_cls": 0.34575258135795595, "d1.dn_loss_bbox": 0.03351183883845806, "d1.dn_loss_iou": 0.3128589853644371, "time": 0.6724002695083618, "epoch": 157, "iter": 11594, "memory": 7298, "step": 11594}
- {"coco/bbox_mAP": 0.681, "coco/bbox_mAP_50": 0.902, "coco/bbox_mAP_75": 0.776, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.63, "coco/bbox_mAP_l": 0.838, "data_time": 0.026687990535389294, "time": 0.04449055411598899, "step": 157}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2931370449066162, "loss": 5.737438678741455, "loss_cls": 0.4154752945899963, "loss_bbox": 0.03514602951705456, "loss_iou": 0.3102022582292557, "d0.loss_cls": 0.476145858168602, "d0.loss_bbox": 0.03768517266958952, "d0.loss_iou": 0.33672343820333483, "d1.loss_cls": 0.4409924411773682, "d1.loss_bbox": 0.03664226002991199, "d1.loss_iou": 0.31032719314098356, "enc_loss_cls": 0.5264162933826446, "enc_loss_bbox": 0.058676605075597764, "enc_loss_iou": 0.46835617780685423, "dn_loss_cls": 0.35451911747455594, "dn_loss_bbox": 0.03310493711382151, "dn_loss_iou": 0.31778197050094603, "d0.dn_loss_cls": 0.4029132515192032, "d0.dn_loss_bbox": 0.048090359196066856, "d0.dn_loss_iou": 0.42373875439167025, "d1.dn_loss_cls": 0.3550373208522797, "d1.dn_loss_bbox": 0.03301411148160696, "d1.dn_loss_iou": 0.31644983470439914, "time": 0.6668303394317627, "epoch": 158, "iter": 11668, "memory": 7298, "step": 11668}
- {"coco/bbox_mAP": 0.687, "coco/bbox_mAP_50": 0.903, "coco/bbox_mAP_75": 0.789, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.638, "coco/bbox_mAP_l": 0.842, "data_time": 0.02809814973310991, "time": 0.046677350997924805, "step": 158}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.277151141166687, "loss": 5.729691276550293, "loss_cls": 0.42430355966091154, "loss_bbox": 0.033231905736029146, "loss_iou": 0.30460701644420624, "d0.loss_cls": 0.4945403069257736, "d0.loss_bbox": 0.03981007568538189, "d0.loss_iou": 0.3361431810259819, "d1.loss_cls": 0.44368618428707124, "d1.loss_bbox": 0.0340334115922451, "d1.loss_iou": 0.3061728367209435, "enc_loss_cls": 0.5130669230222702, "enc_loss_bbox": 0.059437323063611984, "enc_loss_iou": 0.46429472029209135, "dn_loss_cls": 0.35074759781360626, "dn_loss_bbox": 0.034517760202288625, "dn_loss_iou": 0.315257069170475, "d0.dn_loss_cls": 0.4038108241558075, "d0.dn_loss_bbox": 0.05086829766631126, "d0.dn_loss_iou": 0.42308859765529633, "d1.dn_loss_cls": 0.3496354579925537, "d1.dn_loss_bbox": 0.03444962248206138, "d1.dn_loss_iou": 0.31398849219083785, "time": 0.6489442873001099, "epoch": 159, "iter": 11742, "memory": 7298, "step": 11742}
- {"coco/bbox_mAP": 0.678, "coco/bbox_mAP_50": 0.901, "coco/bbox_mAP_75": 0.775, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.63, "coco/bbox_mAP_l": 0.835, "data_time": 0.02687473730607466, "time": 0.04478146813132546, "step": 159}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29890642166137693, "loss": 5.62545524597168, "loss_cls": 0.4070228236913681, "loss_bbox": 0.03551456052809954, "loss_iou": 0.3067458161711693, "d0.loss_cls": 0.47143118977546694, "d0.loss_bbox": 0.04016410730779171, "d0.loss_iou": 0.3343200582265854, "d1.loss_cls": 0.43815658092498777, "d1.loss_bbox": 0.036449551582336426, "d1.loss_iou": 0.3068231076002121, "enc_loss_cls": 0.5041124415397644, "enc_loss_bbox": 0.05559206821024418, "enc_loss_iou": 0.4483262985944748, "dn_loss_cls": 0.34444561719894407, "dn_loss_bbox": 0.03269640490412712, "dn_loss_iou": 0.31123338907957077, "d0.dn_loss_cls": 0.39616711258888243, "d0.dn_loss_bbox": 0.04756356261670589, "d0.dn_loss_iou": 0.4183618080615997, "d1.dn_loss_cls": 0.3471425777673721, "d1.dn_loss_bbox": 0.03264393415302038, "d1.dn_loss_iou": 0.3105422976613045, "time": 0.6852049732208252, "epoch": 160, "iter": 11816, "memory": 7298, "step": 11816}
- {"coco/bbox_mAP": 0.688, "coco/bbox_mAP_50": 0.904, "coco/bbox_mAP_75": 0.788, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.631, "coco/bbox_mAP_l": 0.844, "data_time": 0.02314879677512429, "time": 0.040502591566606, "step": 160}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.26793829917907713, "loss": 5.553484687805176, "loss_cls": 0.40937679052352904, "loss_bbox": 0.031614901572465895, "loss_iou": 0.2960068291425705, "d0.loss_cls": 0.46824824571609497, "d0.loss_bbox": 0.03819228421896696, "d0.loss_iou": 0.3292800083756447, "d1.loss_cls": 0.42659584879875184, "d1.loss_bbox": 0.03207228258252144, "d1.loss_iou": 0.29741365820169446, "enc_loss_cls": 0.5151615023612977, "enc_loss_bbox": 0.05836284108459949, "enc_loss_iou": 0.4541761523485184, "dn_loss_cls": 0.34207056343555453, "dn_loss_bbox": 0.03106311809271574, "dn_loss_iou": 0.29854922741651535, "d0.dn_loss_cls": 0.39683660864830017, "d0.dn_loss_bbox": 0.04685989104211331, "d0.dn_loss_iou": 0.410227974653244, "d1.dn_loss_cls": 0.3424073952436447, "d1.dn_loss_bbox": 0.03101114436984062, "d1.dn_loss_iou": 0.29795735359191894, "time": 0.655574107170105, "epoch": 161, "iter": 11890, "memory": 7298, "step": 11890}
- {"coco/bbox_mAP": 0.685, "coco/bbox_mAP_50": 0.904, "coco/bbox_mAP_75": 0.791, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.634, "coco/bbox_mAP_l": 0.836, "data_time": 0.026530482552268288, "time": 0.045433998107910156, "step": 161}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28072534084320067, "loss": 5.761369113922119, "loss_cls": 0.43902621388435364, "loss_bbox": 0.036827789098024366, "loss_iou": 0.31565627723932266, "d0.loss_cls": 0.48908167243003847, "d0.loss_bbox": 0.04167179092764854, "d0.loss_iou": 0.3430122864246368, "d1.loss_cls": 0.4490108197927475, "d1.loss_bbox": 0.038146867752075195, "d1.loss_iou": 0.31575244963169097, "enc_loss_cls": 0.5119128626585007, "enc_loss_bbox": 0.05962682992219925, "enc_loss_iou": 0.4565831220149994, "dn_loss_cls": 0.35322441041469577, "dn_loss_bbox": 0.03347934667021036, "dn_loss_iou": 0.3141581004858017, "d0.dn_loss_cls": 0.3987664008140564, "d0.dn_loss_bbox": 0.04852825947105885, "d0.dn_loss_iou": 0.4175810295343399, "d1.dn_loss_cls": 0.35301452457904814, "d1.dn_loss_bbox": 0.033383367210626604, "d1.dn_loss_iou": 0.3129248023033142, "time": 0.6803753757476807, "epoch": 162, "iter": 11964, "memory": 7298, "step": 11964}
- {"coco/bbox_mAP": 0.68, "coco/bbox_mAP_50": 0.903, "coco/bbox_mAP_75": 0.788, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.625, "coco/bbox_mAP_l": 0.835, "data_time": 0.024324677207253197, "time": 0.04145568067377264, "step": 162}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27796473026275637, "loss": 5.649080877304077, "loss_cls": 0.4121557891368866, "loss_bbox": 0.03501583863049745, "loss_iou": 0.30954981058835984, "d0.loss_cls": 0.4649553257226944, "d0.loss_bbox": 0.04268117174506188, "d0.loss_iou": 0.339469376206398, "d1.loss_cls": 0.4328609174489975, "d1.loss_bbox": 0.035916861444711685, "d1.loss_iou": 0.30907995522022247, "enc_loss_cls": 0.49950586080551146, "enc_loss_bbox": 0.05973023563623428, "enc_loss_iou": 0.46312916100025175, "dn_loss_cls": 0.3466488993167877, "dn_loss_bbox": 0.03249584283679724, "dn_loss_iou": 0.30792931765317916, "d0.dn_loss_cls": 0.4027386599779129, "d0.dn_loss_bbox": 0.04850757040083408, "d0.dn_loss_iou": 0.4204637223482132, "d1.dn_loss_cls": 0.3468705189228058, "d1.dn_loss_bbox": 0.032410730198025706, "d1.dn_loss_iou": 0.3069653654098511, "time": 0.6614932823181152, "epoch": 163, "iter": 12038, "memory": 7298, "step": 12038}
- {"coco/bbox_mAP": 0.679, "coco/bbox_mAP_50": 0.904, "coco/bbox_mAP_75": 0.783, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.627, "coco/bbox_mAP_l": 0.83, "data_time": 0.026014501398259945, "time": 0.04509980028325861, "step": 163}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.294101824760437, "loss": 5.753036594390869, "loss_cls": 0.4237253707647324, "loss_bbox": 0.03315230656415224, "loss_iou": 0.3150478956103325, "d0.loss_cls": 0.4661227476596832, "d0.loss_bbox": 0.03732337564229965, "d0.loss_iou": 0.34426086604595185, "d1.loss_cls": 0.4357788246870041, "d1.loss_bbox": 0.032982373237609865, "d1.loss_iou": 0.3131256750226021, "enc_loss_cls": 0.4981080734729767, "enc_loss_bbox": 0.0555231561511755, "enc_loss_iou": 0.46445505678653715, "dn_loss_cls": 0.36061370372772217, "dn_loss_bbox": 0.03432877354323864, "dn_loss_iou": 0.3241134634613991, "d0.dn_loss_cls": 0.41128454625606536, "d0.dn_loss_bbox": 0.049585580863058566, "d0.dn_loss_iou": 0.4341584432125092, "d1.dn_loss_cls": 0.3625355368852615, "d1.dn_loss_bbox": 0.034225946180522444, "d1.dn_loss_iou": 0.3225849774479866, "time": 0.6719893884658813, "epoch": 164, "iter": 12112, "memory": 7298, "step": 12112}
- {"coco/bbox_mAP": 0.681, "coco/bbox_mAP_50": 0.904, "coco/bbox_mAP_75": 0.774, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.627, "coco/bbox_mAP_l": 0.831, "data_time": 0.02363198453729803, "time": 0.04144092039628462, "step": 164}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2873880434036255, "loss": 5.606534004211426, "loss_cls": 0.4125849497318268, "loss_bbox": 0.0333555156737566, "loss_iou": 0.30238590240478513, "d0.loss_cls": 0.4831189686059952, "d0.loss_bbox": 0.03731944002211094, "d0.loss_iou": 0.328165545463562, "d1.loss_cls": 0.4321468847990036, "d1.loss_bbox": 0.03327477253973484, "d1.loss_iou": 0.3004093781113625, "enc_loss_cls": 0.4987021172046661, "enc_loss_bbox": 0.05759039700031281, "enc_loss_iou": 0.45522591829299924, "dn_loss_cls": 0.3452766895294189, "dn_loss_bbox": 0.0334768470749259, "dn_loss_iou": 0.3076405644416809, "d0.dn_loss_cls": 0.3966398972272873, "d0.dn_loss_bbox": 0.04871915385127067, "d0.dn_loss_iou": 0.41437728583812716, "d1.dn_loss_cls": 0.3458773052692413, "d1.dn_loss_bbox": 0.033404452726244926, "d1.dn_loss_iou": 0.30684196323156354, "time": 0.6777173852920533, "epoch": 165, "iter": 12186, "memory": 7298, "step": 12186}
- {"coco/bbox_mAP": 0.687, "coco/bbox_mAP_50": 0.905, "coco/bbox_mAP_75": 0.773, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.634, "coco/bbox_mAP_l": 0.835, "data_time": 0.028851855884898792, "time": 0.05027539079839533, "step": 165}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28523248195648193, "loss": 5.595519304275513, "loss_cls": 0.39737081944942476, "loss_bbox": 0.036112646460533145, "loss_iou": 0.30578603118658065, "d0.loss_cls": 0.47037936210632325, "d0.loss_bbox": 0.041088079810142515, "d0.loss_iou": 0.331786582171917, "d1.loss_cls": 0.4213804978132248, "d1.loss_bbox": 0.03685458354651928, "d1.loss_iou": 0.306885122358799, "enc_loss_cls": 0.5095320147275925, "enc_loss_bbox": 0.05752166423946619, "enc_loss_iou": 0.457570253610611, "dn_loss_cls": 0.341873020529747, "dn_loss_bbox": 0.03337403018027544, "dn_loss_iou": 0.30568595975637436, "d0.dn_loss_cls": 0.39615472078323366, "d0.dn_loss_bbox": 0.04978283766657114, "d0.dn_loss_iou": 0.4151932007074356, "d1.dn_loss_cls": 0.3429629594087601, "d1.dn_loss_bbox": 0.03331233538687229, "d1.dn_loss_iou": 0.30491253882646563, "time": 0.6714401721954346, "epoch": 166, "iter": 12260, "memory": 7298, "step": 12260}
- {"coco/bbox_mAP": 0.682, "coco/bbox_mAP_50": 0.907, "coco/bbox_mAP_75": 0.774, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.636, "coco/bbox_mAP_l": 0.819, "data_time": 0.024387251247059216, "time": 0.043279691175981, "step": 166}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28561628818511964, "loss": 5.534987230300903, "loss_cls": 0.40154967188835144, "loss_bbox": 0.030621096082031726, "loss_iou": 0.2922718748450279, "d0.loss_cls": 0.46465910971164703, "d0.loss_bbox": 0.036359883584082126, "d0.loss_iou": 0.31869429886341094, "d1.loss_cls": 0.42221733391284944, "d1.loss_bbox": 0.032883083783090114, "d1.loss_iou": 0.2938107642531395, "enc_loss_cls": 0.5206906634569168, "enc_loss_bbox": 0.05771901287138462, "enc_loss_iou": 0.45448245882987975, "dn_loss_cls": 0.34463996171951294, "dn_loss_bbox": 0.031412233226001264, "dn_loss_iou": 0.3010696157813072, "d0.dn_loss_cls": 0.3962512117624283, "d0.dn_loss_bbox": 0.04703771285712719, "d0.dn_loss_iou": 0.4112410944700241, "d1.dn_loss_cls": 0.345909184217453, "d1.dn_loss_bbox": 0.03134515259414911, "d1.dn_loss_iou": 0.3001218348741531, "time": 0.6799800300598144, "epoch": 167, "iter": 12334, "memory": 7298, "step": 12334}
- {"coco/bbox_mAP": 0.687, "coco/bbox_mAP_50": 0.907, "coco/bbox_mAP_75": 0.804, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.643, "coco/bbox_mAP_l": 0.821, "data_time": 0.028705315156416458, "time": 0.05101028355685147, "step": 167}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3075572681427002, "loss": 5.465719890594483, "loss_cls": 0.41375175714492796, "loss_bbox": 0.029846247024834155, "loss_iou": 0.2906604444980621, "d0.loss_cls": 0.47468590259552, "d0.loss_bbox": 0.034445875585079194, "d0.loss_iou": 0.3183444818854332, "d1.loss_cls": 0.4296678602695465, "d1.loss_bbox": 0.031385546512901784, "d1.loss_iou": 0.29185954600572583, "enc_loss_cls": 0.4947809320688248, "enc_loss_bbox": 0.05380382888019085, "enc_loss_iou": 0.43739844620227813, "dn_loss_cls": 0.3402369111776352, "dn_loss_bbox": 0.030507182851433754, "dn_loss_iou": 0.29364162057638166, "d0.dn_loss_cls": 0.39315057277679444, "d0.dn_loss_bbox": 0.04553819350898266, "d0.dn_loss_iou": 0.396649027466774, "d1.dn_loss_cls": 0.3423171138763428, "d1.dn_loss_bbox": 0.030427410788834094, "d1.dn_loss_iou": 0.2926208734512329, "time": 0.6938448905944824, "epoch": 168, "iter": 12408, "memory": 7298, "step": 12408}
- {"coco/bbox_mAP": 0.687, "coco/bbox_mAP_50": 0.908, "coco/bbox_mAP_75": 0.829, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.647, "coco/bbox_mAP_l": 0.82, "data_time": 0.027478001334450462, "time": 0.04657940431074663, "step": 168}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29272812366485595, "loss": 5.334068756103516, "loss_cls": 0.38984064638614657, "loss_bbox": 0.030376334302127363, "loss_iou": 0.28182852894067767, "d0.loss_cls": 0.44966647803783416, "d0.loss_bbox": 0.033943318128585816, "d0.loss_iou": 0.31527046918869017, "d1.loss_cls": 0.41021151006221773, "d1.loss_bbox": 0.029285804741084574, "d1.loss_iou": 0.2818536797165871, "enc_loss_cls": 0.48200536012649536, "enc_loss_bbox": 0.051975373178720474, "enc_loss_iou": 0.4317995631694794, "dn_loss_cls": 0.33634523570537567, "dn_loss_bbox": 0.030197233818471433, "dn_loss_iou": 0.2901669263839722, "d0.dn_loss_cls": 0.3934651553630829, "d0.dn_loss_bbox": 0.044849304109811784, "d0.dn_loss_iou": 0.39215938925743105, "d1.dn_loss_cls": 0.33900331020355223, "d1.dn_loss_bbox": 0.03015724055469036, "d1.dn_loss_iou": 0.28966774880886076, "time": 0.6833550024032593, "epoch": 169, "iter": 12482, "memory": 7298, "step": 12482}
- {"coco/bbox_mAP": 0.689, "coco/bbox_mAP_50": 0.909, "coco/bbox_mAP_75": 0.839, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.648, "coco/bbox_mAP_l": 0.82, "data_time": 0.024022340774536133, "time": 0.040376533161510124, "step": 169}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2913281536102295, "loss": 5.463562870025635, "loss_cls": 0.39227082312107087, "loss_bbox": 0.033247179351747036, "loss_iou": 0.29094055742025376, "d0.loss_cls": 0.46988302409648897, "d0.loss_bbox": 0.03865112777799368, "d0.loss_iou": 0.31959958642721176, "d1.loss_cls": 0.4150633543729782, "d1.loss_bbox": 0.03272680975496769, "d1.loss_iou": 0.2913861083984375, "enc_loss_cls": 0.5119237732887268, "enc_loss_bbox": 0.056083021759986876, "enc_loss_iou": 0.44762695133686065, "dn_loss_cls": 0.33770573139190674, "dn_loss_bbox": 0.030955068096518518, "dn_loss_iou": 0.29556301444768907, "d0.dn_loss_cls": 0.39328554034233093, "d0.dn_loss_bbox": 0.045655249170959, "d0.dn_loss_iou": 0.3970697218179703, "d1.dn_loss_cls": 0.3387946081161499, "d1.dn_loss_bbox": 0.03088062260299921, "d1.dn_loss_iou": 0.29425094693899156, "time": 0.6716341352462769, "epoch": 170, "iter": 12556, "memory": 7298, "step": 12556}
- {"coco/bbox_mAP": 0.701, "coco/bbox_mAP_50": 0.91, "coco/bbox_mAP_75": 0.846, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.666, "coco/bbox_mAP_l": 0.818, "data_time": 0.029713132164695046, "time": 0.051142064007845794, "step": 170}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2619312620162964, "loss": 5.616500549316406, "loss_cls": 0.4053641748428345, "loss_bbox": 0.03189634811133146, "loss_iou": 0.29723459273576736, "d0.loss_cls": 0.481406215429306, "d0.loss_bbox": 0.03651717144995928, "d0.loss_iou": 0.3248335409164429, "d1.loss_cls": 0.44060478150844573, "d1.loss_bbox": 0.03233626287430525, "d1.loss_iou": 0.2979665848612785, "enc_loss_cls": 0.5037152874469757, "enc_loss_bbox": 0.05889899741858244, "enc_loss_iou": 0.46690170109272006, "dn_loss_cls": 0.34742969572544097, "dn_loss_bbox": 0.03335839230567217, "dn_loss_iou": 0.31006457716226576, "d0.dn_loss_cls": 0.4012299484014511, "d0.dn_loss_bbox": 0.04741501726210117, "d0.dn_loss_iou": 0.40732323586940766, "d1.dn_loss_cls": 0.349879692196846, "d1.dn_loss_bbox": 0.0332637533172965, "d1.dn_loss_iou": 0.3088606318831444, "time": 0.646465072631836, "epoch": 171, "iter": 12630, "memory": 7298, "step": 12630}
- {"coco/bbox_mAP": 0.704, "coco/bbox_mAP_50": 0.911, "coco/bbox_mAP_75": 0.836, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.663, "coco/bbox_mAP_l": 0.832, "data_time": 0.02509906075217507, "time": 0.041912750764326615, "step": 171}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3066193962097168, "loss": 5.5293001937866215, "loss_cls": 0.40651089906692506, "loss_bbox": 0.031772141344845295, "loss_iou": 0.29389212280511856, "d0.loss_cls": 0.4699129700660706, "d0.loss_bbox": 0.03535641025751829, "d0.loss_iou": 0.3240100148320198, "d1.loss_cls": 0.42740863740444185, "d1.loss_bbox": 0.032026144564151766, "d1.loss_iou": 0.2918146526813507, "enc_loss_cls": 0.5112605780363083, "enc_loss_bbox": 0.05493953924626112, "enc_loss_iou": 0.4460700327157974, "dn_loss_cls": 0.3435722839832306, "dn_loss_bbox": 0.030734791494905947, "dn_loss_iou": 0.3023769611120224, "d0.dn_loss_cls": 0.39863027930259703, "d0.dn_loss_bbox": 0.045263252407312396, "d0.dn_loss_iou": 0.40849782824516295, "d1.dn_loss_cls": 0.34301255106925965, "d1.dn_loss_bbox": 0.030681391544640065, "d1.dn_loss_iou": 0.30155677676200865, "time": 0.7132104825973511, "epoch": 172, "iter": 12704, "memory": 7298, "step": 12704}
- {"coco/bbox_mAP": 0.703, "coco/bbox_mAP_50": 0.911, "coco/bbox_mAP_75": 0.839, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.66, "coco/bbox_mAP_l": 0.832, "data_time": 0.023292801596901634, "time": 0.04121472618796609, "step": 172}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27683554649353026, "loss": 5.435801305770874, "loss_cls": 0.3920463961362839, "loss_bbox": 0.029966744109988213, "loss_iou": 0.2853619322180748, "d0.loss_cls": 0.4586854898929596, "d0.loss_bbox": 0.03550393138080835, "d0.loss_iou": 0.31503572076559067, "d1.loss_cls": 0.41355579137802123, "d1.loss_bbox": 0.03169614646583795, "d1.loss_iou": 0.28616063386201857, "enc_loss_cls": 0.5186451643705368, "enc_loss_bbox": 0.05270886391401291, "enc_loss_iou": 0.4327619963884354, "dn_loss_cls": 0.33863235533237457, "dn_loss_bbox": 0.03124768130481243, "dn_loss_iou": 0.2970245087146759, "d0.dn_loss_cls": 0.39604243874549866, "d0.dn_loss_bbox": 0.04635743409395218, "d0.dn_loss_iou": 0.4049034732580185, "d1.dn_loss_cls": 0.34228880286216734, "d1.dn_loss_bbox": 0.03117608655244112, "d1.dn_loss_iou": 0.29599970668554304, "time": 0.6600366497039795, "epoch": 173, "iter": 12778, "memory": 7298, "step": 12778}
- {"coco/bbox_mAP": 0.705, "coco/bbox_mAP_50": 0.911, "coco/bbox_mAP_75": 0.849, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.663, "coco/bbox_mAP_l": 0.835, "data_time": 0.023512450131503018, "time": 0.041193398562344635, "step": 173}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2704938936233521, "loss": 5.412069454193115, "loss_cls": 0.3959552150964737, "loss_bbox": 0.03341399654746056, "loss_iou": 0.2868596288561821, "d0.loss_cls": 0.4656948792934418, "d0.loss_bbox": 0.03749079965054989, "d0.loss_iou": 0.30857970207929614, "d1.loss_cls": 0.4207077538967133, "d1.loss_bbox": 0.03366830814629793, "d1.loss_iou": 0.284482969045639, "enc_loss_cls": 0.5064233875274659, "enc_loss_bbox": 0.05354044310748577, "enc_loss_iou": 0.4203151649236679, "dn_loss_cls": 0.33874732851982114, "dn_loss_bbox": 0.030309046767652035, "dn_loss_iou": 0.29326518207788466, "d0.dn_loss_cls": 0.3984039318561554, "d0.dn_loss_bbox": 0.04485327325761318, "d0.dn_loss_iou": 0.3969382047653198, "d1.dn_loss_cls": 0.34042009472846985, "d1.dn_loss_bbox": 0.03021659068763256, "d1.dn_loss_iou": 0.2917836409807205, "time": 0.667563157081604, "epoch": 174, "iter": 12852, "memory": 7298, "step": 12852}
- {"coco/bbox_mAP": 0.704, "coco/bbox_mAP_50": 0.911, "coco/bbox_mAP_75": 0.843, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.661, "coco/bbox_mAP_l": 0.832, "data_time": 0.02431555227799849, "time": 0.04068615219809792, "step": 174}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28292534828186033, "loss": 5.584656400680542, "loss_cls": 0.3967755085229874, "loss_bbox": 0.03602497581392527, "loss_iou": 0.30744450658559797, "d0.loss_cls": 0.46465384781360625, "d0.loss_bbox": 0.04193733684718609, "d0.loss_iou": 0.3301239624619484, "d1.loss_cls": 0.4263135355710983, "d1.loss_bbox": 0.03698659438639879, "d1.loss_iou": 0.3059179872274399, "enc_loss_cls": 0.5316472870111465, "enc_loss_bbox": 0.05539189964532852, "enc_loss_iou": 0.43181447088718417, "dn_loss_cls": 0.3436787122488022, "dn_loss_bbox": 0.03182777643203735, "dn_loss_iou": 0.3070607328414917, "d0.dn_loss_cls": 0.39814781546592715, "d0.dn_loss_bbox": 0.046455252096056936, "d0.dn_loss_iou": 0.4094702070951462, "d1.dn_loss_cls": 0.34570161283016204, "d1.dn_loss_bbox": 0.031729765199124814, "d1.dn_loss_iou": 0.3055525362491608, "time": 0.6631734466552734, "epoch": 175, "iter": 12926, "memory": 7298, "step": 12926}
- {"coco/bbox_mAP": 0.711, "coco/bbox_mAP_50": 0.909, "coco/bbox_mAP_75": 0.84, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.668, "coco/bbox_mAP_l": 0.84, "data_time": 0.026588309894908558, "time": 0.045198917388916016, "step": 175}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28645896911621094, "loss": 5.3901887798309325, "loss_cls": 0.3902214819192886, "loss_bbox": 0.027694220729172228, "loss_iou": 0.2789120128750801, "d0.loss_cls": 0.4643447822332382, "d0.loss_bbox": 0.031824100911617276, "d0.loss_iou": 0.30766988784074784, "d1.loss_cls": 0.4205889767408371, "d1.loss_bbox": 0.027760907635092737, "d1.loss_iou": 0.2786347442865372, "enc_loss_cls": 0.49832155227661135, "enc_loss_bbox": 0.055048803091049196, "enc_loss_iou": 0.4509110015630722, "dn_loss_cls": 0.3369720762968063, "dn_loss_bbox": 0.02978862963616848, "dn_loss_iou": 0.2911869674921036, "d0.dn_loss_cls": 0.39533103406429293, "d0.dn_loss_bbox": 0.04569735951721668, "d0.dn_loss_iou": 0.40262907385826113, "d1.dn_loss_cls": 0.3364984339475632, "d1.dn_loss_bbox": 0.02973173398524523, "d1.dn_loss_iou": 0.29042093753814696, "time": 0.6818819332122803, "epoch": 176, "iter": 13000, "memory": 7298, "step": 13000}
- {"coco/bbox_mAP": 0.711, "coco/bbox_mAP_50": 0.909, "coco/bbox_mAP_75": 0.862, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.669, "coco/bbox_mAP_l": 0.843, "data_time": 0.029003555124456234, "time": 0.05024951154535467, "step": 176}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28894580841064454, "loss": 5.498859796524048, "loss_cls": 0.3945097482204437, "loss_bbox": 0.030678601637482643, "loss_iou": 0.2909814736247063, "d0.loss_cls": 0.46404313802719116, "d0.loss_bbox": 0.034684610813856126, "d0.loss_iou": 0.3162312749028206, "d1.loss_cls": 0.41915942132472994, "d1.loss_bbox": 0.03026728264987469, "d1.loss_iou": 0.2874598032236099, "enc_loss_cls": 0.5001021242141723, "enc_loss_bbox": 0.05391410432755947, "enc_loss_iou": 0.4335897946357727, "dn_loss_cls": 0.34984592378139495, "dn_loss_bbox": 0.03255794279277325, "dn_loss_iou": 0.3081279242038727, "d0.dn_loss_cls": 0.4014503699541092, "d0.dn_loss_bbox": 0.048245900347828864, "d0.dn_loss_iou": 0.4165742081403732, "d1.dn_loss_cls": 0.3480411446094513, "d1.dn_loss_bbox": 0.03241150945425034, "d1.dn_loss_iou": 0.30598350286483766, "time": 0.6722654104232788, "epoch": 177, "iter": 13074, "memory": 7298, "step": 13074}
- {"coco/bbox_mAP": 0.713, "coco/bbox_mAP_50": 0.909, "coco/bbox_mAP_75": 0.859, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.67, "coco/bbox_mAP_l": 0.842, "data_time": 0.028843923048539596, "time": 0.049753427505493164, "step": 177}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2883272647857666, "loss": 5.551083087921143, "loss_cls": 0.3971855914592743, "loss_bbox": 0.033649445585906504, "loss_iou": 0.3035895544290543, "d0.loss_cls": 0.4719376242160797, "d0.loss_bbox": 0.03816402975469828, "d0.loss_iou": 0.32892750203609467, "d1.loss_cls": 0.4256486761569977, "d1.loss_bbox": 0.03544430777430534, "d1.loss_iou": 0.3042035213112831, "enc_loss_cls": 0.4908892905712128, "enc_loss_bbox": 0.05760074034333229, "enc_loss_iou": 0.44551545202732085, "dn_loss_cls": 0.3450147461891174, "dn_loss_bbox": 0.03137636750936508, "dn_loss_iou": 0.3034815460443497, "d0.dn_loss_cls": 0.4022480767965317, "d0.dn_loss_bbox": 0.0465455112606287, "d0.dn_loss_iou": 0.4113093101978302, "d1.dn_loss_cls": 0.34564850449562073, "d1.dn_loss_bbox": 0.031244767270982264, "d1.dn_loss_iou": 0.30145848959684374, "time": 0.6669573497772217, "epoch": 178, "iter": 13148, "memory": 7298, "step": 13148}
- {"coco/bbox_mAP": 0.709, "coco/bbox_mAP_50": 0.909, "coco/bbox_mAP_75": 0.84, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.667, "coco/bbox_mAP_l": 0.839, "data_time": 0.02441473440690474, "time": 0.04318146272139116, "step": 178}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28448846817016604, "loss": 5.3343133544921875, "loss_cls": 0.38184896886348724, "loss_bbox": 0.03407363768666983, "loss_iou": 0.28527028918266295, "d0.loss_cls": 0.4366384243965149, "d0.loss_bbox": 0.03891517207026482, "d0.loss_iou": 0.31259730845689776, "d1.loss_cls": 0.408086274266243, "d1.loss_bbox": 0.03455661699175835, "d1.loss_iou": 0.28538272976875306, "enc_loss_cls": 0.4839589923620224, "enc_loss_bbox": 0.05827426202595234, "enc_loss_iou": 0.4347460287809372, "dn_loss_cls": 0.3342809015512466, "dn_loss_bbox": 0.03127255771309137, "dn_loss_iou": 0.29021920770406723, "d0.dn_loss_cls": 0.38909555196762086, "d0.dn_loss_bbox": 0.046327533200383186, "d0.dn_loss_iou": 0.3921206623315811, "d1.dn_loss_cls": 0.3358823698759079, "d1.dn_loss_bbox": 0.031221664622426034, "d1.dn_loss_iou": 0.2895441034436226, "time": 0.6719263124465943, "epoch": 179, "iter": 13222, "memory": 7298, "step": 13222}
- {"coco/bbox_mAP": 0.709, "coco/bbox_mAP_50": 0.909, "coco/bbox_mAP_75": 0.846, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.668, "coco/bbox_mAP_l": 0.84, "data_time": 0.024670969356190075, "time": 0.04032247716730291, "step": 179}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2879098701477051, "loss": 5.194464702606201, "loss_cls": 0.37806304812431335, "loss_bbox": 0.028782931976020335, "loss_iou": 0.27579410910606383, "d0.loss_cls": 0.4498774600028992, "d0.loss_bbox": 0.033228716738522054, "d0.loss_iou": 0.3010314556956291, "d1.loss_cls": 0.3990995371341705, "d1.loss_bbox": 0.029706019163131713, "d1.loss_iou": 0.274825756251812, "enc_loss_cls": 0.47604393064975736, "enc_loss_bbox": 0.04943924844264984, "enc_loss_iou": 0.40802173733711244, "dn_loss_cls": 0.3325494414567947, "dn_loss_bbox": 0.02884791322052479, "dn_loss_iou": 0.2779512795805931, "d0.dn_loss_cls": 0.39204916179180144, "d0.dn_loss_bbox": 0.04294681530445814, "d0.dn_loss_iou": 0.3782787609100342, "d1.dn_loss_cls": 0.33230396687984465, "d1.dn_loss_bbox": 0.02877146240323782, "d1.dn_loss_iou": 0.2768519812822342, "time": 0.6748339414596558, "epoch": 180, "iter": 13296, "memory": 7298, "step": 13296}
- {"coco/bbox_mAP": 0.714, "coco/bbox_mAP_50": 0.914, "coco/bbox_mAP_75": 0.863, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.677, "coco/bbox_mAP_l": 0.839, "data_time": 0.02372895587574352, "time": 0.03988595442338423, "step": 180}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27792389869689943, "loss": 5.47073203086853, "loss_cls": 0.40772282898426054, "loss_bbox": 0.02844608884304762, "loss_iou": 0.2861045837402344, "d0.loss_cls": 0.4804588079452515, "d0.loss_bbox": 0.03277831204235554, "d0.loss_iou": 0.3107559213042259, "d1.loss_cls": 0.4297752982378006, "d1.loss_bbox": 0.028204491287469866, "d1.loss_iou": 0.2838380271196365, "enc_loss_cls": 0.5145876199007035, "enc_loss_bbox": 0.052909962683916095, "enc_loss_iou": 0.4396820592880249, "dn_loss_cls": 0.34191875874996186, "dn_loss_bbox": 0.02972517251968384, "dn_loss_iou": 0.2941313382983208, "d0.dn_loss_cls": 0.39971792459487915, "d0.dn_loss_bbox": 0.044192336201667785, "d0.dn_loss_iou": 0.40114074409008027, "d1.dn_loss_cls": 0.34230235099792483, "d1.dn_loss_bbox": 0.029638210721313955, "d1.dn_loss_iou": 0.29270114719867707, "time": 0.6667488145828248, "epoch": 181, "iter": 13370, "memory": 7298, "step": 13370}
- {"coco/bbox_mAP": 0.709, "coco/bbox_mAP_50": 0.914, "coco/bbox_mAP_75": 0.87, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.677, "coco/bbox_mAP_l": 0.826, "data_time": 0.023789492520419033, "time": 0.04036521911621094, "step": 181}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28528775691986086, "loss": 5.416489944458008, "loss_cls": 0.3814136642217636, "loss_bbox": 0.03177767354995012, "loss_iou": 0.2935152885317802, "d0.loss_cls": 0.4513381552696228, "d0.loss_bbox": 0.03848708666861057, "d0.loss_iou": 0.31844196379184725, "d1.loss_cls": 0.40550162315368654, "d1.loss_bbox": 0.034322195425629615, "d1.loss_iou": 0.2950891318917275, "enc_loss_cls": 0.48467771351337435, "enc_loss_bbox": 0.05950321037322283, "enc_loss_iou": 0.4510669595003128, "dn_loss_cls": 0.34054195642471313, "dn_loss_bbox": 0.030721655339002608, "dn_loss_iou": 0.2982487004995346, "d0.dn_loss_cls": 0.3916951322555542, "d0.dn_loss_bbox": 0.04473694317042828, "d0.dn_loss_iou": 0.39571119666099547, "d1.dn_loss_cls": 0.3414264136552811, "d1.dn_loss_bbox": 0.0306709510833025, "d1.dn_loss_iou": 0.29760230213403704, "time": 0.6589640903472901, "epoch": 182, "iter": 13444, "memory": 7298, "step": 13444}
- {"coco/bbox_mAP": 0.703, "coco/bbox_mAP_50": 0.913, "coco/bbox_mAP_75": 0.865, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.667, "coco/bbox_mAP_l": 0.826, "data_time": 0.026124910874800247, "time": 0.04295546358281916, "step": 182}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.289240288734436, "loss": 5.2494056510925295, "loss_cls": 0.38063229858875275, "loss_bbox": 0.0297322741150856, "loss_iou": 0.2778418397903442, "d0.loss_cls": 0.44984778881072995, "d0.loss_bbox": 0.03576294172555208, "d0.loss_iou": 0.30369852989912033, "d1.loss_cls": 0.39741351068019865, "d1.loss_bbox": 0.030438897125422956, "d1.loss_iou": 0.27918930262327196, "enc_loss_cls": 0.47781190097332, "enc_loss_bbox": 0.054752964600920676, "enc_loss_iou": 0.4235780096054077, "dn_loss_cls": 0.33464093029499054, "dn_loss_bbox": 0.030126606598496437, "dn_loss_iou": 0.28277191787958145, "d0.dn_loss_cls": 0.388435919880867, "d0.dn_loss_bbox": 0.0444957709684968, "d0.dn_loss_iou": 0.38172789514064787, "d1.dn_loss_cls": 0.33472717881202696, "d1.dn_loss_bbox": 0.030046533234417437, "d1.dn_loss_iou": 0.28173260688781737, "time": 0.692899284362793, "epoch": 183, "iter": 13518, "memory": 7298, "step": 13518}
- {"coco/bbox_mAP": 0.704, "coco/bbox_mAP_50": 0.909, "coco/bbox_mAP_75": 0.866, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.67, "coco/bbox_mAP_l": 0.824, "data_time": 0.027375004508278587, "time": 0.04653289101340554, "step": 183}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29494997024536135, "loss": 5.425502090454102, "loss_cls": 0.385906879901886, "loss_bbox": 0.02995385218411684, "loss_iou": 0.2928198617696762, "d0.loss_cls": 0.4609560400247574, "d0.loss_bbox": 0.03555751264095306, "d0.loss_iou": 0.32101489752531054, "d1.loss_cls": 0.40683026432991026, "d1.loss_bbox": 0.030040102452039717, "d1.loss_iou": 0.29250385880470275, "enc_loss_cls": 0.5013098728656769, "enc_loss_bbox": 0.05272944137454033, "enc_loss_iou": 0.4419930386543274, "dn_loss_cls": 0.3397845423221588, "dn_loss_bbox": 0.03055401049554348, "dn_loss_iou": 0.2978103098273277, "d0.dn_loss_cls": 0.3969553166627884, "d0.dn_loss_bbox": 0.04442832186818123, "d0.dn_loss_iou": 0.395641593337059, "d1.dn_loss_cls": 0.3423387116193771, "d1.dn_loss_bbox": 0.0304373986274004, "d1.dn_loss_iou": 0.2959362906217575, "time": 0.6726397848129273, "epoch": 184, "iter": 13592, "memory": 7298, "step": 13592}
- {"coco/bbox_mAP": 0.706, "coco/bbox_mAP_50": 0.906, "coco/bbox_mAP_75": 0.864, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.672, "coco/bbox_mAP_l": 0.824, "data_time": 0.024785648692737926, "time": 0.04395903240550648, "step": 184}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.299790096282959, "loss": 5.315928316116333, "loss_cls": 0.37272006034851074, "loss_bbox": 0.028692675493657588, "loss_iou": 0.27969480186700824, "d0.loss_cls": 0.4480894869565964, "d0.loss_bbox": 0.03411199424415827, "d0.loss_iou": 0.3019432187080383, "d1.loss_cls": 0.3986741149425507, "d1.loss_bbox": 0.0305850924924016, "d1.loss_iou": 0.279499334692955, "enc_loss_cls": 0.5058535534143448, "enc_loss_bbox": 0.05351845674216747, "enc_loss_iou": 0.4386203253269196, "dn_loss_cls": 0.33181866228580476, "dn_loss_bbox": 0.029696542359888552, "dn_loss_iou": 0.29007083028554914, "d0.dn_loss_cls": 0.39551553606987, "d0.dn_loss_bbox": 0.0449018357694149, "d0.dn_loss_iou": 0.3980614376068115, "d1.dn_loss_cls": 0.33504434406757355, "d1.dn_loss_bbox": 0.029629123359918595, "d1.dn_loss_iou": 0.28918683737516404, "time": 0.6998226833343506, "epoch": 185, "iter": 13666, "memory": 7298, "step": 13666}
- {"coco/bbox_mAP": 0.706, "coco/bbox_mAP_50": 0.906, "coco/bbox_mAP_75": 0.863, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.669, "coco/bbox_mAP_l": 0.824, "data_time": 0.02461884238503196, "time": 0.0428677038712935, "step": 185}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27912072658538817, "loss": 5.226111984252929, "loss_cls": 0.37508704662323, "loss_bbox": 0.029724172577261926, "loss_iou": 0.27821748703718185, "d0.loss_cls": 0.4445711827278137, "d0.loss_bbox": 0.03314934886991978, "d0.loss_iou": 0.3017291742563248, "d1.loss_cls": 0.39577676117420196, "d1.loss_bbox": 0.029719586968421936, "d1.loss_iou": 0.27778634905815125, "enc_loss_cls": 0.49428775370121003, "enc_loss_bbox": 0.052456389963626865, "enc_loss_iou": 0.42488342881202695, "dn_loss_cls": 0.3283391672372818, "dn_loss_bbox": 0.029115505069494247, "dn_loss_iou": 0.2821993061900139, "d0.dn_loss_cls": 0.3862995535135269, "d0.dn_loss_bbox": 0.04373320370912552, "d0.dn_loss_iou": 0.3788912856578827, "d1.dn_loss_cls": 0.3297638702392578, "d1.dn_loss_bbox": 0.02905468411743641, "d1.dn_loss_iou": 0.2813267207145691, "time": 0.6826282501220703, "epoch": 186, "iter": 13740, "memory": 7298, "step": 13740}
- {"coco/bbox_mAP": 0.706, "coco/bbox_mAP_50": 0.912, "coco/bbox_mAP_75": 0.863, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.668, "coco/bbox_mAP_l": 0.825, "data_time": 0.024133357134732334, "time": 0.04321455955505371, "step": 186}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2791064691543579, "loss": 5.371081447601318, "loss_cls": 0.39691009521484377, "loss_bbox": 0.03018259406089783, "loss_iou": 0.28626827329397203, "d0.loss_cls": 0.4571516662836075, "d0.loss_bbox": 0.03827097821980715, "d0.loss_iou": 0.3080184069275856, "d1.loss_cls": 0.4048854845762253, "d1.loss_bbox": 0.030745983049273493, "d1.loss_iou": 0.28454222619533537, "enc_loss_cls": 0.492941113114357, "enc_loss_bbox": 0.05507816474884748, "enc_loss_iou": 0.43056303322315215, "dn_loss_cls": 0.34313018679618834, "dn_loss_bbox": 0.030393367931246758, "dn_loss_iou": 0.2908520972728729, "d0.dn_loss_cls": 0.3926060885190964, "d0.dn_loss_bbox": 0.045238646417856215, "d0.dn_loss_iou": 0.39146216452121735, "d1.dn_loss_cls": 0.3423106497526169, "d1.dn_loss_bbox": 0.03028622895479202, "d1.dn_loss_iou": 0.2892440414428711, "time": 0.6637879991531372, "epoch": 187, "iter": 13814, "memory": 7298, "step": 13814}
- {"coco/bbox_mAP": 0.703, "coco/bbox_mAP_50": 0.907, "coco/bbox_mAP_75": 0.862, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.665, "coco/bbox_mAP_l": 0.824, "data_time": 0.024759205904873936, "time": 0.04234970699657093, "step": 187}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27675255298614504, "loss": 5.568156805038452, "loss_cls": 0.3783767819404602, "loss_bbox": 0.03563483648002148, "loss_iou": 0.3107616427540779, "d0.loss_cls": 0.4560568553209305, "d0.loss_bbox": 0.04195992153137922, "d0.loss_iou": 0.33610517263412476, "d1.loss_cls": 0.39590871512889864, "d1.loss_bbox": 0.03445387836545706, "d1.loss_iou": 0.3075878965854645, "enc_loss_cls": 0.509021127820015, "enc_loss_bbox": 0.05652887880802154, "enc_loss_iou": 0.45912920773029325, "dn_loss_cls": 0.34348163366317747, "dn_loss_bbox": 0.03155140809714794, "dn_loss_iou": 0.3102638828754425, "d0.dn_loss_cls": 0.40245559692382815, "d0.dn_loss_bbox": 0.04736526224762201, "d0.dn_loss_iou": 0.4288101828098297, "d1.dn_loss_cls": 0.3429482489824295, "d1.dn_loss_bbox": 0.031416664719581607, "d1.dn_loss_iou": 0.3083389979600906, "time": 0.6644742584228516, "epoch": 188, "iter": 13888, "memory": 7298, "step": 13888}
- {"coco/bbox_mAP": 0.704, "coco/bbox_mAP_50": 0.909, "coco/bbox_mAP_75": 0.863, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.665, "coco/bbox_mAP_l": 0.827, "data_time": 0.024954709139737217, "time": 0.04063983397050337, "step": 188}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2770496654510498, "loss": 5.15775689125061, "loss_cls": 0.368063223361969, "loss_bbox": 0.02894704457372427, "loss_iou": 0.2726173496246338, "d0.loss_cls": 0.4426009625196457, "d0.loss_bbox": 0.033116546757519245, "d0.loss_iou": 0.29550488740205766, "d1.loss_cls": 0.3933521229028702, "d1.loss_bbox": 0.028859564363956453, "d1.loss_iou": 0.2713093566894531, "enc_loss_cls": 0.4714602255821228, "enc_loss_bbox": 0.051854810826480385, "enc_loss_iou": 0.412546426653862, "dn_loss_cls": 0.3297289872169495, "dn_loss_bbox": 0.029158529229462146, "dn_loss_iou": 0.2761340370774269, "d0.dn_loss_cls": 0.3916565907001495, "d0.dn_loss_bbox": 0.04364207282662392, "d0.dn_loss_iou": 0.3801713943481445, "d1.dn_loss_cls": 0.3329553234577179, "d1.dn_loss_bbox": 0.02908477645367384, "d1.dn_loss_iou": 0.2749926623702049, "time": 0.6676951313018799, "epoch": 189, "iter": 13962, "memory": 7298, "step": 13962}
- {"coco/bbox_mAP": 0.701, "coco/bbox_mAP_50": 0.906, "coco/bbox_mAP_75": 0.862, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.66, "coco/bbox_mAP_l": 0.828, "data_time": 0.026256279511885208, "time": 0.04452176527543501, "step": 189}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28378079414367674, "loss": 5.330762624740601, "loss_cls": 0.3871553081274033, "loss_bbox": 0.030089148990809916, "loss_iou": 0.28619596391916274, "d0.loss_cls": 0.4450446271896362, "d0.loss_bbox": 0.03503007717430592, "d0.loss_iou": 0.31600025832653045, "d1.loss_cls": 0.41037177085876464, "d1.loss_bbox": 0.030246109031140805, "d1.loss_iou": 0.2857052248716354, "enc_loss_cls": 0.4830912208557129, "enc_loss_bbox": 0.053704016283154486, "enc_loss_iou": 0.43218258559703826, "dn_loss_cls": 0.3352522087097168, "dn_loss_bbox": 0.02959044001996517, "dn_loss_iou": 0.28947700768709184, "d0.dn_loss_cls": 0.390726820230484, "d0.dn_loss_bbox": 0.04405386209487915, "d0.dn_loss_iou": 0.39331364512443545, "d1.dn_loss_cls": 0.33542978286743164, "d1.dn_loss_bbox": 0.02952412120997906, "d1.dn_loss_iou": 0.288578439950943, "time": 0.672775764465332, "epoch": 190, "iter": 14036, "memory": 7298, "step": 14036}
- {"coco/bbox_mAP": 0.705, "coco/bbox_mAP_50": 0.91, "coco/bbox_mAP_75": 0.866, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.668, "coco/bbox_mAP_l": 0.828, "data_time": 0.02747123891657049, "time": 0.04783619533885609, "step": 190}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.26898004531860353, "loss": 5.102663526535034, "loss_cls": 0.37041036546230316, "loss_bbox": 0.028116881400346756, "loss_iou": 0.2633423838019371, "d0.loss_cls": 0.4418748778104782, "d0.loss_bbox": 0.034446929953992365, "d0.loss_iou": 0.29155423402786257, "d1.loss_cls": 0.38962936520576474, "d1.loss_bbox": 0.028314501643180848, "d1.loss_iou": 0.26352191865444186, "enc_loss_cls": 0.48357647478580473, "enc_loss_bbox": 0.05365937128663063, "enc_loss_iou": 0.4204721528291702, "dn_loss_cls": 0.3237924873828888, "dn_loss_bbox": 0.028393441773951054, "dn_loss_iou": 0.26844330281019213, "d0.dn_loss_cls": 0.38130356967449186, "d0.dn_loss_bbox": 0.0426854408159852, "d0.dn_loss_iou": 0.36664958655834196, "d1.dn_loss_cls": 0.3264684844017029, "d1.dn_loss_bbox": 0.028342594355344773, "d1.dn_loss_iou": 0.26766512900590894, "time": 0.6539690065383911, "epoch": 191, "iter": 14110, "memory": 7298, "step": 14110}
- {"coco/bbox_mAP": 0.708, "coco/bbox_mAP_50": 0.913, "coco/bbox_mAP_75": 0.875, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.673, "coco/bbox_mAP_l": 0.825, "data_time": 0.02726665410128507, "time": 0.04706352407282049, "step": 191}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3005607318878174, "loss": 5.243066358566284, "loss_cls": 0.382176975607872, "loss_bbox": 0.03389645457267761, "loss_iou": 0.27401393324136736, "d0.loss_cls": 0.45178249597549436, "d0.loss_bbox": 0.036276333034038544, "d0.loss_iou": 0.29479516685009005, "d1.loss_cls": 0.40430884182453153, "d1.loss_bbox": 0.03338618870824575, "d1.loss_iou": 0.2725843808054924, "enc_loss_cls": 0.4908248960971832, "enc_loss_bbox": 0.05555926073342562, "enc_loss_iou": 0.4259774661064148, "dn_loss_cls": 0.3282713747024536, "dn_loss_bbox": 0.028959163017570972, "dn_loss_iou": 0.28015951365232467, "d0.dn_loss_cls": 0.38773779332637787, "d0.dn_loss_bbox": 0.043294728733599186, "d0.dn_loss_iou": 0.3795695960521698, "d1.dn_loss_cls": 0.33117427110672, "d1.dn_loss_bbox": 0.028920389115810394, "d1.dn_loss_iou": 0.2793970537185669, "time": 0.6925216245651246, "epoch": 192, "iter": 14184, "memory": 7298, "step": 14184}
- {"coco/bbox_mAP": 0.703, "coco/bbox_mAP_50": 0.909, "coco/bbox_mAP_75": 0.863, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.663, "coco/bbox_mAP_l": 0.825, "data_time": 0.026916482231833717, "time": 0.04527401924133301, "step": 192}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3020046234130859, "loss": 5.272774038314819, "loss_cls": 0.3787830984592438, "loss_bbox": 0.02670583475381136, "loss_iou": 0.27521772623062135, "d0.loss_cls": 0.45037448465824126, "d0.loss_bbox": 0.03269481431692839, "d0.loss_iou": 0.30145990759134295, "d1.loss_cls": 0.39820603251457215, "d1.loss_bbox": 0.02776996824890375, "d1.loss_iou": 0.27761572152376174, "enc_loss_cls": 0.5030358427762985, "enc_loss_bbox": 0.0500077560544014, "enc_loss_iou": 0.4206413245201111, "dn_loss_cls": 0.33628593266010287, "dn_loss_bbox": 0.028972316049039364, "dn_loss_iou": 0.28683678597211837, "d0.dn_loss_cls": 0.39374186873435973, "d0.dn_loss_bbox": 0.043541141301393506, "d0.dn_loss_iou": 0.3895646280050278, "d1.dn_loss_cls": 0.3369752138853073, "d1.dn_loss_bbox": 0.02887634824961424, "d1.dn_loss_iou": 0.28546723395586016, "time": 0.6891540431976318, "epoch": 193, "iter": 14258, "memory": 7298, "step": 14258}
- {"coco/bbox_mAP": 0.705, "coco/bbox_mAP_50": 0.909, "coco/bbox_mAP_75": 0.874, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.665, "coco/bbox_mAP_l": 0.825, "data_time": 0.024698409167203037, "time": 0.042801488529552116, "step": 193}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2785641050338745, "loss": 5.2004416847229, "loss_cls": 0.3664045566320419, "loss_bbox": 0.02693261630833149, "loss_iou": 0.27455454885959624, "d0.loss_cls": 0.4418970447778702, "d0.loss_bbox": 0.032262047231197355, "d0.loss_iou": 0.29931687206029894, "d1.loss_cls": 0.37958852529525755, "d1.loss_bbox": 0.028769550770521166, "d1.loss_iou": 0.27485320419073106, "enc_loss_cls": 0.48792784512042997, "enc_loss_bbox": 0.04811654023826122, "enc_loss_iou": 0.42228993892669675, "dn_loss_cls": 0.3313457405567169, "dn_loss_bbox": 0.02886400733143091, "dn_loss_iou": 0.2859324237704277, "d0.dn_loss_cls": 0.39311084389686585, "d0.dn_loss_bbox": 0.04373619087040424, "d0.dn_loss_iou": 0.38977665960788727, "d1.dn_loss_cls": 0.33154845237731934, "d1.dn_loss_bbox": 0.028774449490010737, "d1.dn_loss_iou": 0.2844396641850471, "time": 0.6639238834381104, "epoch": 194, "iter": 14332, "memory": 7298, "step": 14332}
- {"coco/bbox_mAP": 0.701, "coco/bbox_mAP_50": 0.909, "coco/bbox_mAP_75": 0.863, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.661, "coco/bbox_mAP_l": 0.82, "data_time": 0.02521538734436035, "time": 0.042388720945878464, "step": 194}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.272319655418396, "loss": 5.087313318252564, "loss_cls": 0.3622583919763565, "loss_bbox": 0.0274226744286716, "loss_iou": 0.27029939234256745, "d0.loss_cls": 0.43092784404754636, "d0.loss_bbox": 0.031125048547983168, "d0.loss_iou": 0.28725830346345904, "d1.loss_cls": 0.38506334722042085, "d1.loss_bbox": 0.027869368325918912, "d1.loss_iou": 0.2715255904197693, "enc_loss_cls": 0.4654833567142487, "enc_loss_bbox": 0.049908056072890755, "enc_loss_iou": 0.40436730563640594, "dn_loss_cls": 0.3273243916034698, "dn_loss_bbox": 0.029205210879445075, "dn_loss_iou": 0.2797608608007431, "d0.dn_loss_cls": 0.38393871784210204, "d0.dn_loss_bbox": 0.04282185908406973, "d0.dn_loss_iou": 0.37354296684265137, "d1.dn_loss_cls": 0.3295078241825104, "d1.dn_loss_bbox": 0.029113298021256923, "d1.dn_loss_iou": 0.27858944207429887, "time": 0.6522162771224975, "epoch": 195, "iter": 14406, "memory": 7298, "step": 14406}
- {"coco/bbox_mAP": 0.705, "coco/bbox_mAP_50": 0.909, "coco/bbox_mAP_75": 0.863, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.673, "coco/bbox_mAP_l": 0.82, "data_time": 0.023887265812266956, "time": 0.04031959446993741, "step": 195}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29320813179016114, "loss": 5.160605869293213, "loss_cls": 0.37292340874671936, "loss_bbox": 0.029538934156298637, "loss_iou": 0.2684409734606743, "d0.loss_cls": 0.4402776300907135, "d0.loss_bbox": 0.03400367204099894, "d0.loss_iou": 0.29352490067481996, "d1.loss_cls": 0.39189997255802156, "d1.loss_bbox": 0.030003339014947415, "d1.loss_iou": 0.2708860051631927, "enc_loss_cls": 0.4830698424577713, "enc_loss_bbox": 0.05215402480214834, "enc_loss_iou": 0.41160799443721774, "dn_loss_cls": 0.3296025550365448, "dn_loss_bbox": 0.029516609124839305, "dn_loss_iou": 0.2778987118601799, "d0.dn_loss_cls": 0.3895783287286758, "d0.dn_loss_bbox": 0.04366674043238163, "d0.dn_loss_iou": 0.37453648805618284, "d1.dn_loss_cls": 0.3312860286235809, "d1.dn_loss_bbox": 0.029439007379114628, "d1.dn_loss_iou": 0.2767506504058838, "time": 0.6872962379455566, "epoch": 196, "iter": 14480, "memory": 7298, "step": 14480}
- {"coco/bbox_mAP": 0.706, "coco/bbox_mAP_50": 0.908, "coco/bbox_mAP_75": 0.864, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.673, "coco/bbox_mAP_l": 0.823, "data_time": 0.02649534832347523, "time": 0.044802709059281784, "step": 196}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2773654842376709, "loss": 5.191951446533203, "loss_cls": 0.3725052338838577, "loss_bbox": 0.02870520044118166, "loss_iou": 0.27398065745830535, "d0.loss_cls": 0.4438322389125824, "d0.loss_bbox": 0.03355427933856845, "d0.loss_iou": 0.3018422120809555, "d1.loss_cls": 0.3888968020677567, "d1.loss_bbox": 0.028709912318736316, "d1.loss_iou": 0.27227469682693484, "enc_loss_cls": 0.4828350841999054, "enc_loss_bbox": 0.0533031140267849, "enc_loss_iou": 0.4184436523914337, "dn_loss_cls": 0.3297435957193375, "dn_loss_bbox": 0.02933425849303603, "dn_loss_iou": 0.28132483989000323, "d0.dn_loss_cls": 0.3880128937959671, "d0.dn_loss_bbox": 0.04351409509778023, "d0.dn_loss_iou": 0.3803982090950012, "d1.dn_loss_cls": 0.3309655052423477, "d1.dn_loss_bbox": 0.029283662550151347, "d1.dn_loss_iou": 0.28049132525920867, "time": 0.6544689273834229, "epoch": 197, "iter": 14554, "memory": 7298, "step": 14554}
- {"coco/bbox_mAP": 0.703, "coco/bbox_mAP_50": 0.908, "coco/bbox_mAP_75": 0.857, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.667, "coco/bbox_mAP_l": 0.823, "data_time": 0.027554013512351296, "time": 0.04857191172513095, "step": 197}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3115336561203003, "loss": 4.988104076385498, "loss_cls": 0.35406661629676817, "loss_bbox": 0.02991266068071127, "loss_iou": 0.25835229963064194, "d0.loss_cls": 0.42199884057044984, "d0.loss_bbox": 0.03347089793533087, "d0.loss_iou": 0.2834092304110527, "d1.loss_cls": 0.37929886400699614, "d1.loss_bbox": 0.030058221109211445, "d1.loss_iou": 0.25967818349599836, "enc_loss_cls": 0.4685022282600403, "enc_loss_bbox": 0.051147463731467724, "enc_loss_iou": 0.4027577829360962, "dn_loss_cls": 0.32226056754589083, "dn_loss_bbox": 0.027678074948489666, "dn_loss_iou": 0.26425753116607664, "d0.dn_loss_cls": 0.3832283437252045, "d0.dn_loss_bbox": 0.04103110820055008, "d0.dn_loss_iou": 0.35890920877456667, "d1.dn_loss_cls": 0.32720609068870543, "d1.dn_loss_bbox": 0.027596550919115545, "d1.dn_loss_iou": 0.2632833015918732, "time": 0.7105453014373779, "epoch": 198, "iter": 14628, "memory": 7298, "step": 14628}
- {"coco/bbox_mAP": 0.708, "coco/bbox_mAP_50": 0.908, "coco/bbox_mAP_75": 0.857, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.674, "coco/bbox_mAP_l": 0.826, "data_time": 0.025082154707475143, "time": 0.04154658317565918, "step": 198}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28859675884246827, "loss": 5.039132118225098, "loss_cls": 0.3652833181619644, "loss_bbox": 0.027112347409129142, "loss_iou": 0.2601013258099556, "d0.loss_cls": 0.42963589668273927, "d0.loss_bbox": 0.029429045133292676, "d0.loss_iou": 0.28015595108270647, "d1.loss_cls": 0.38090260803699494, "d1.loss_bbox": 0.027277174554765225, "d1.loss_iou": 0.2588101649284363, "enc_loss_cls": 0.4869819241762161, "enc_loss_bbox": 0.04968994218856096, "enc_loss_iou": 0.40801777839660647, "dn_loss_cls": 0.32242813110351565, "dn_loss_bbox": 0.028283264711499213, "dn_loss_iou": 0.272844010591507, "d0.dn_loss_cls": 0.38097710490226744, "d0.dn_loss_bbox": 0.040858702808618544, "d0.dn_loss_iou": 0.3662927520275116, "d1.dn_loss_cls": 0.32383774042129515, "d1.dn_loss_bbox": 0.028219827525317667, "d1.dn_loss_iou": 0.27199315905570987, "time": 0.6671726894378662, "epoch": 199, "iter": 14702, "memory": 7298, "step": 14702}
- {"coco/bbox_mAP": 0.71, "coco/bbox_mAP_50": 0.908, "coco/bbox_mAP_75": 0.866, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.677, "coco/bbox_mAP_l": 0.826, "data_time": 0.028372872959483753, "time": 0.04919509454206987, "step": 199}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30167164325714113, "loss": 5.246366167068482, "loss_cls": 0.373088818192482, "loss_bbox": 0.03189121481031179, "loss_iou": 0.2879092484712601, "d0.loss_cls": 0.4395126360654831, "d0.loss_bbox": 0.03699102140963077, "d0.loss_iou": 0.3134345942735672, "d1.loss_cls": 0.3874435687065125, "d1.loss_bbox": 0.034153748415410516, "d1.loss_iou": 0.2870673570036888, "enc_loss_cls": 0.4782050317525864, "enc_loss_bbox": 0.05533518508076668, "enc_loss_iou": 0.4267893332242966, "dn_loss_cls": 0.32811089396476745, "dn_loss_bbox": 0.029880293793976307, "dn_loss_iou": 0.2838828879594803, "d0.dn_loss_cls": 0.38843574702739714, "d0.dn_loss_bbox": 0.04307403981685638, "d0.dn_loss_iou": 0.3802945786714554, "d1.dn_loss_cls": 0.3286215513944626, "d1.dn_loss_bbox": 0.02978467885404825, "d1.dn_loss_iou": 0.2824596527218819, "time": 0.6623066425323486, "epoch": 200, "iter": 14776, "memory": 7298, "step": 14776}
- {"coco/bbox_mAP": 0.708, "coco/bbox_mAP_50": 0.909, "coco/bbox_mAP_75": 0.845, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.674, "coco/bbox_mAP_l": 0.826, "data_time": 0.022534327073530716, "time": 0.042134241624311966, "step": 200}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2825665235519409, "loss": 5.079340801239014, "loss_cls": 0.36063000619411467, "loss_bbox": 0.027856652289628983, "loss_iou": 0.2606119802594185, "d0.loss_cls": 0.4335514688491821, "d0.loss_bbox": 0.03359733808785677, "d0.loss_iou": 0.2875173568725586, "d1.loss_cls": 0.37327948451042176, "d1.loss_bbox": 0.028031124584376812, "d1.loss_iou": 0.2601174405217171, "enc_loss_cls": 0.48781981706619265, "enc_loss_bbox": 0.050904715061187746, "enc_loss_iou": 0.409638803601265, "dn_loss_cls": 0.3249008113145828, "dn_loss_bbox": 0.02867787703871727, "dn_loss_iou": 0.271128816306591, "d0.dn_loss_cls": 0.39110500514507296, "d0.dn_loss_bbox": 0.043455054722726344, "d0.dn_loss_iou": 0.38178507804870604, "d1.dn_loss_cls": 0.32608458936214446, "d1.dn_loss_bbox": 0.028602316938340665, "d1.dn_loss_iou": 0.2700450351834297, "time": 0.6663869333267212, "epoch": 201, "iter": 14850, "memory": 7298, "step": 14850}
- {"coco/bbox_mAP": 0.71, "coco/bbox_mAP_50": 0.909, "coco/bbox_mAP_75": 0.845, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.676, "coco/bbox_mAP_l": 0.829, "data_time": 0.03042977506464178, "time": 0.051648963581432, "step": 201}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2945079326629639, "loss": 5.081774449348449, "loss_cls": 0.35194412112236023, "loss_bbox": 0.027539038471877574, "loss_iou": 0.2702048796415329, "d0.loss_cls": 0.42601399183273314, "d0.loss_bbox": 0.03405644632875919, "d0.loss_iou": 0.2920522066950798, "d1.loss_cls": 0.37017402291297913, "d1.loss_bbox": 0.02711542069911957, "d1.loss_iou": 0.2678075957298279, "enc_loss_cls": 0.47918400466442107, "enc_loss_bbox": 0.051782879456877706, "enc_loss_iou": 0.40991085171699526, "dn_loss_cls": 0.32542350113391877, "dn_loss_bbox": 0.028631894700229168, "dn_loss_iou": 0.27674090236425397, "d0.dn_loss_cls": 0.3898096567392349, "d0.dn_loss_bbox": 0.04293344337493181, "d0.dn_loss_iou": 0.37799989759922026, "d1.dn_loss_cls": 0.32806281089782713, "d1.dn_loss_bbox": 0.02856163155287504, "d1.dn_loss_iou": 0.2758252057433128, "time": 0.6849075078964233, "epoch": 202, "iter": 14924, "memory": 7298, "step": 14924}
- {"coco/bbox_mAP": 0.71, "coco/bbox_mAP_50": 0.908, "coco/bbox_mAP_75": 0.851, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.676, "coco/bbox_mAP_l": 0.829, "data_time": 0.030353004282171078, "time": 0.0534386851570823, "step": 202}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2751182794570923, "loss": 4.844386758804322, "loss_cls": 0.34995432555675504, "loss_bbox": 0.025314316004514694, "loss_iou": 0.24691592484712602, "d0.loss_cls": 0.4177457720041275, "d0.loss_bbox": 0.02975986748933792, "d0.loss_iou": 0.2689596888422966, "d1.loss_cls": 0.36514655709266663, "d1.loss_bbox": 0.025264461133629082, "d1.loss_iou": 0.24583884388208388, "enc_loss_cls": 0.47084742665290835, "enc_loss_bbox": 0.04818393096327782, "enc_loss_iou": 0.38963968336582183, "dn_loss_cls": 0.3168982356786728, "dn_loss_bbox": 0.026242921855300666, "dn_loss_iou": 0.2550520458817482, "d0.dn_loss_cls": 0.3778149616718292, "d0.dn_loss_bbox": 0.038996563479304316, "d0.dn_loss_iou": 0.34678403317928314, "d1.dn_loss_cls": 0.319089018702507, "d1.dn_loss_bbox": 0.02615290954709053, "d1.dn_loss_iou": 0.2537853181362152, "time": 0.6651584911346435, "epoch": 203, "iter": 14998, "memory": 7298, "step": 14998}
- {"coco/bbox_mAP": 0.709, "coco/bbox_mAP_50": 0.909, "coco/bbox_mAP_75": 0.836, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.675, "coco/bbox_mAP_l": 0.829, "data_time": 0.02853738177906383, "time": 0.052188569849187676, "step": 203}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2922913646697998, "loss": 5.099388437271118, "loss_cls": 0.36645990490913394, "loss_bbox": 0.02787652626633644, "loss_iou": 0.26819385558366776, "d0.loss_cls": 0.4258319514989853, "d0.loss_bbox": 0.031179057769477367, "d0.loss_iou": 0.2902773439884186, "d1.loss_cls": 0.3789313745498657, "d1.loss_bbox": 0.027806923240423203, "d1.loss_iou": 0.26812627077102663, "enc_loss_cls": 0.4621096587181091, "enc_loss_bbox": 0.051645318418741225, "enc_loss_iou": 0.4198965722322464, "dn_loss_cls": 0.33052986264228823, "dn_loss_bbox": 0.028236611932516097, "dn_loss_iou": 0.2761160671710968, "d0.dn_loss_cls": 0.38993830561637877, "d0.dn_loss_bbox": 0.04274680186063051, "d0.dn_loss_iou": 0.3771068042516708, "d1.dn_loss_cls": 0.3335453689098358, "d1.dn_loss_bbox": 0.028154144696891308, "d1.dn_loss_iou": 0.27467969059944153, "time": 0.6732458305358887, "epoch": 204, "iter": 15072, "memory": 7298, "step": 15072}
- {"coco/bbox_mAP": 0.709, "coco/bbox_mAP_50": 0.909, "coco/bbox_mAP_75": 0.836, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.675, "coco/bbox_mAP_l": 0.828, "data_time": 0.0299945744601163, "time": 0.05214795199307529, "step": 204}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2920245170593262, "loss": 5.109889430999756, "loss_cls": 0.35450558722019193, "loss_bbox": 0.028046305105090142, "loss_iou": 0.27648462682962416, "d0.loss_cls": 0.42743340373039246, "d0.loss_bbox": 0.0317782423645258, "d0.loss_iou": 0.2940758329629898, "d1.loss_cls": 0.38050620675086977, "d1.loss_bbox": 0.028179703019559382, "d1.loss_iou": 0.2756995099782944, "enc_loss_cls": 0.4717408037185669, "enc_loss_bbox": 0.049297121465206144, "enc_loss_iou": 0.41215612828731535, "dn_loss_cls": 0.32677850425243377, "dn_loss_bbox": 0.028420640155673027, "dn_loss_iou": 0.28105656802654266, "d0.dn_loss_cls": 0.3873427820205688, "d0.dn_loss_bbox": 0.04124113004654646, "d0.dn_loss_iou": 0.37467714071273805, "d1.dn_loss_cls": 0.3321220451593399, "d1.dn_loss_bbox": 0.028331356346607207, "d1.dn_loss_iou": 0.28001582890748977, "time": 0.671670093536377, "epoch": 205, "iter": 15146, "memory": 7298, "step": 15146}
- {"coco/bbox_mAP": 0.712, "coco/bbox_mAP_50": 0.91, "coco/bbox_mAP_75": 0.843, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.675, "coco/bbox_mAP_l": 0.833, "data_time": 0.031015352769331497, "time": 0.05266978523947976, "step": 205}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3024540185928345, "loss": 5.175795583724976, "loss_cls": 0.373645698428154, "loss_bbox": 0.03317685414105654, "loss_iou": 0.27950546264648435, "d0.loss_cls": 0.42968850016593935, "d0.loss_bbox": 0.0374869280308485, "d0.loss_iou": 0.3010761600732803, "d1.loss_cls": 0.3823823684453964, "d1.loss_bbox": 0.032653524987399575, "d1.loss_iou": 0.2789666837453842, "enc_loss_cls": 0.4728065693378449, "enc_loss_bbox": 0.0497556584328413, "enc_loss_iou": 0.40490411579608915, "dn_loss_cls": 0.33177804708480835, "dn_loss_bbox": 0.0285399017855525, "dn_loss_iou": 0.283300045132637, "d0.dn_loss_cls": 0.38782675325870514, "d0.dn_loss_bbox": 0.042192852199077605, "d0.dn_loss_iou": 0.38459244668483733, "d1.dn_loss_cls": 0.33140375137329103, "d1.dn_loss_bbox": 0.028431211449205875, "d1.dn_loss_iou": 0.28168205469846724, "time": 0.6778452157974243, "epoch": 206, "iter": 15220, "memory": 7298, "step": 15220}
- {"coco/bbox_mAP": 0.717, "coco/bbox_mAP_50": 0.91, "coco/bbox_mAP_75": 0.844, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.683, "coco/bbox_mAP_l": 0.835, "data_time": 0.02338374744762074, "time": 0.04152828996831721, "step": 206}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28303542613983157, "loss": 5.113409929275512, "loss_cls": 0.36332617223262786, "loss_bbox": 0.02929044384509325, "loss_iou": 0.27010770052671434, "d0.loss_cls": 0.43489707350730894, "d0.loss_bbox": 0.03225043516606092, "d0.loss_iou": 0.2974235007166863, "d1.loss_cls": 0.3773315554857254, "d1.loss_bbox": 0.028028110228478908, "d1.loss_iou": 0.2699614953994751, "enc_loss_cls": 0.4764230626821518, "enc_loss_bbox": 0.05042457167059183, "enc_loss_iou": 0.4192865341901779, "dn_loss_cls": 0.32502544462680816, "dn_loss_bbox": 0.027964852973818777, "dn_loss_iou": 0.27766081333160403, "d0.dn_loss_cls": 0.38629715502262113, "d0.dn_loss_bbox": 0.04183346711099148, "d0.dn_loss_iou": 0.3757287561893463, "d1.dn_loss_cls": 0.325717511177063, "d1.dn_loss_bbox": 0.02789123199880123, "d1.dn_loss_iou": 0.2765400817990303, "time": 0.6728956174850463, "epoch": 207, "iter": 15294, "memory": 7298, "step": 15294}
- {"coco/bbox_mAP": 0.718, "coco/bbox_mAP_50": 0.91, "coco/bbox_mAP_75": 0.844, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.685, "coco/bbox_mAP_l": 0.833, "data_time": 0.029442960565740414, "time": 0.04829536784778942, "step": 207}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29852632045745847, "loss": 5.160499649047852, "loss_cls": 0.3769866007566452, "loss_bbox": 0.03126890603452921, "loss_iou": 0.27342435240745544, "d0.loss_cls": 0.4467103999853134, "d0.loss_bbox": 0.03350785303860903, "d0.loss_iou": 0.28955502569675445, "d1.loss_cls": 0.39349748969078063, "d1.loss_bbox": 0.03033984497189522, "d1.loss_iou": 0.2714854171872139, "enc_loss_cls": 0.4816406458616257, "enc_loss_bbox": 0.049603437259793284, "enc_loss_iou": 0.40946702420711517, "dn_loss_cls": 0.32916188657283785, "dn_loss_bbox": 0.028815809451043606, "dn_loss_iou": 0.2791053935885429, "d0.dn_loss_cls": 0.38381695449352266, "d0.dn_loss_bbox": 0.041796193197369574, "d0.dn_loss_iou": 0.3740794497728348, "d1.dn_loss_cls": 0.329552840590477, "d1.dn_loss_bbox": 0.02873722154647112, "d1.dn_loss_iou": 0.2779469707608223, "time": 0.6847376823425293, "epoch": 208, "iter": 15368, "memory": 7298, "step": 15368}
- {"coco/bbox_mAP": 0.72, "coco/bbox_mAP_50": 0.91, "coco/bbox_mAP_75": 0.865, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.688, "coco/bbox_mAP_l": 0.834, "data_time": 0.027108755978670986, "time": 0.0470172491940585, "step": 208}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2908985280990601, "loss": 5.077290802001953, "loss_cls": 0.3614532482624054, "loss_bbox": 0.027240089848637582, "loss_iou": 0.26735291749238965, "d0.loss_cls": 0.43734146416187286, "d0.loss_bbox": 0.030648476257920266, "d0.loss_iou": 0.29247391521930693, "d1.loss_cls": 0.38123425006866457, "d1.loss_bbox": 0.027126713097095488, "d1.loss_iou": 0.26665675312280657, "enc_loss_cls": 0.4776757675409317, "enc_loss_bbox": 0.050577979944646356, "enc_loss_iou": 0.41809399604797365, "dn_loss_cls": 0.3225626528263092, "dn_loss_bbox": 0.02808194573968649, "dn_loss_iou": 0.27256104052066804, "d0.dn_loss_cls": 0.38262337148189546, "d0.dn_loss_bbox": 0.04123622205108404, "d0.dn_loss_iou": 0.3684442365169525, "d1.dn_loss_cls": 0.3244671654701233, "d1.dn_loss_bbox": 0.027994049638509752, "d1.dn_loss_iou": 0.2714445522427559, "time": 0.6736980152130126, "epoch": 209, "iter": 15442, "memory": 7298, "step": 15442}
- {"coco/bbox_mAP": 0.72, "coco/bbox_mAP_50": 0.911, "coco/bbox_mAP_75": 0.866, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.688, "coco/bbox_mAP_l": 0.833, "data_time": 0.02438705617731268, "time": 0.04213406822898171, "step": 209}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29337372303009035, "loss": 5.00388352394104, "loss_cls": 0.3596152067184448, "loss_bbox": 0.025453698486089707, "loss_iou": 0.2577997523546219, "d0.loss_cls": 0.42902769029140475, "d0.loss_bbox": 0.029363072589039804, "d0.loss_iou": 0.2815799844264984, "d1.loss_cls": 0.3738027381896973, "d1.loss_bbox": 0.02537649143487215, "d1.loss_iou": 0.25654955238103866, "enc_loss_cls": 0.47136487245559694, "enc_loss_bbox": 0.04682988680899143, "enc_loss_iou": 0.40221587657928465, "dn_loss_cls": 0.32208103716373443, "dn_loss_bbox": 0.02765000458806753, "dn_loss_iou": 0.27282843112945554, "d0.dn_loss_cls": 0.3837019568681717, "d0.dn_loss_bbox": 0.041008271649479865, "d0.dn_loss_iou": 0.375221951007843, "d1.dn_loss_cls": 0.3231894779205322, "d1.dn_loss_bbox": 0.027580880783498286, "d1.dn_loss_iou": 0.2716427132487297, "time": 0.6797737121582031, "epoch": 210, "iter": 15516, "memory": 7298, "step": 15516}
- {"coco/bbox_mAP": 0.721, "coco/bbox_mAP_50": 0.91, "coco/bbox_mAP_75": 0.871, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.688, "coco/bbox_mAP_l": 0.836, "data_time": 0.030154033140702682, "time": 0.0534762902693315, "step": 210}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2884728574752808, "loss": 5.023018636703491, "loss_cls": 0.363120037317276, "loss_bbox": 0.0308036520332098, "loss_iou": 0.2676316976547241, "d0.loss_cls": 0.4233344161510468, "d0.loss_bbox": 0.033634365051984784, "d0.loss_iou": 0.29186436146497724, "d1.loss_cls": 0.3770257079601288, "d1.loss_bbox": 0.03110104039311409, "d1.loss_iou": 0.26866569370031357, "enc_loss_cls": 0.46980234384536745, "enc_loss_bbox": 0.046524226441979406, "enc_loss_iou": 0.3887841337919235, "dn_loss_cls": 0.32478745222091676, "dn_loss_bbox": 0.027888309322297574, "dn_loss_iou": 0.2704601627588272, "d0.dn_loss_cls": 0.38032172977924344, "d0.dn_loss_bbox": 0.04030465606600046, "d0.dn_loss_iou": 0.36465037941932676, "d1.dn_loss_cls": 0.32504804313182833, "d1.dn_loss_bbox": 0.0278276389464736, "d1.dn_loss_iou": 0.26943857461214066, "time": 0.6722630643844605, "epoch": 211, "iter": 15590, "memory": 7298, "step": 15590}
- {"coco/bbox_mAP": 0.726, "coco/bbox_mAP_50": 0.911, "coco/bbox_mAP_75": 0.872, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.694, "coco/bbox_mAP_l": 0.837, "data_time": 0.027257919311523438, "time": 0.04759541424837979, "step": 211}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2944437837600708, "loss": 4.911118965148926, "loss_cls": 0.35244580984115603, "loss_bbox": 0.029644120931625367, "loss_iou": 0.26297015100717547, "d0.loss_cls": 0.41259650588035585, "d0.loss_bbox": 0.03326819397509098, "d0.loss_iou": 0.28188827097415925, "d1.loss_cls": 0.35975472927093505, "d1.loss_bbox": 0.030028054025024176, "d1.loss_iou": 0.26159764647483824, "enc_loss_cls": 0.45608101606369017, "enc_loss_bbox": 0.04486368086189032, "enc_loss_iou": 0.39195123136043547, "dn_loss_cls": 0.32127000629901886, "dn_loss_bbox": 0.02633853891864419, "dn_loss_iou": 0.26551987379789355, "d0.dn_loss_cls": 0.3770152539014816, "d0.dn_loss_bbox": 0.03826528698205948, "d0.dn_loss_iou": 0.35318307220935824, "d1.dn_loss_cls": 0.3217126697301865, "d1.dn_loss_bbox": 0.02627616124227643, "d1.dn_loss_iou": 0.26444868743419647, "time": 0.6694798278808594, "epoch": 212, "iter": 15664, "memory": 7298, "step": 15664}
- {"coco/bbox_mAP": 0.725, "coco/bbox_mAP_50": 0.912, "coco/bbox_mAP_75": 0.872, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.695, "coco/bbox_mAP_l": 0.834, "data_time": 0.026722712950272995, "time": 0.0450336066159335, "step": 212}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30374008655548096, "loss": 5.101660385131836, "loss_cls": 0.3725933772325516, "loss_bbox": 0.02967500042170286, "loss_iou": 0.2722583994269371, "d0.loss_cls": 0.43895717680454255, "d0.loss_bbox": 0.03510054249316454, "d0.loss_iou": 0.29262056171894074, "d1.loss_cls": 0.378011434674263, "d1.loss_bbox": 0.02974413700401783, "d1.loss_iou": 0.26933465868234635, "enc_loss_cls": 0.4706929552555084, "enc_loss_bbox": 0.049146281220018864, "enc_loss_iou": 0.4045457357168198, "dn_loss_cls": 0.3284044408798218, "dn_loss_bbox": 0.027819700986146927, "dn_loss_iou": 0.2745151978731155, "d0.dn_loss_cls": 0.38705797255039215, "d0.dn_loss_bbox": 0.04164003573358059, "d0.dn_loss_iou": 0.3702996981143951, "d1.dn_loss_cls": 0.32887331366539, "d1.dn_loss_bbox": 0.027709606625139712, "d1.dn_loss_iou": 0.2726602193713188, "time": 0.6901214218139649, "epoch": 213, "iter": 15738, "memory": 7298, "step": 15738}
- {"coco/bbox_mAP": 0.725, "coco/bbox_mAP_50": 0.913, "coco/bbox_mAP_75": 0.868, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.696, "coco/bbox_mAP_l": 0.834, "data_time": 0.026265447789972477, "time": 0.04395190152254971, "step": 213}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.284469952583313, "loss": 4.957317705154419, "loss_cls": 0.3504232269525528, "loss_bbox": 0.03409880373626947, "loss_iou": 0.2673294577002525, "d0.loss_cls": 0.4190200626850128, "d0.loss_bbox": 0.04017218351364136, "d0.loss_iou": 0.28586810916662214, "d1.loss_cls": 0.3605787020921707, "d1.loss_bbox": 0.0337274931371212, "d1.loss_iou": 0.2653238397836685, "enc_loss_cls": 0.4655200743675232, "enc_loss_bbox": 0.05332566749304533, "enc_loss_iou": 0.4053657639026642, "dn_loss_cls": 0.31723214983940123, "dn_loss_bbox": 0.027276615090668203, "dn_loss_iou": 0.25821639329195023, "d0.dn_loss_cls": 0.377289263010025, "d0.dn_loss_bbox": 0.0415069879591465, "d0.dn_loss_iou": 0.3526864004135132, "d1.dn_loss_cls": 0.3184609377384186, "d1.dn_loss_bbox": 0.027174444422125816, "d1.dn_loss_iou": 0.2567210963368416, "time": 0.6727629899978638, "epoch": 214, "iter": 15812, "memory": 7298, "step": 15812}
- {"coco/bbox_mAP": 0.724, "coco/bbox_mAP_50": 0.913, "coco/bbox_mAP_75": 0.868, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.695, "coco/bbox_mAP_l": 0.831, "data_time": 0.025963544845581055, "time": 0.04298758506774902, "step": 214}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29193787574768065, "loss": 4.919671759605408, "loss_cls": 0.3542366147041321, "loss_bbox": 0.03214631412178278, "loss_iou": 0.261734636425972, "d0.loss_cls": 0.41654449999332427, "d0.loss_bbox": 0.036332505531609056, "d0.loss_iou": 0.2827193647623062, "d1.loss_cls": 0.3678119421005249, "d1.loss_bbox": 0.03377301130443811, "d1.loss_iou": 0.2613937771320343, "enc_loss_cls": 0.47512962043285367, "enc_loss_bbox": 0.048712283298373224, "enc_loss_iou": 0.3882286822795868, "dn_loss_cls": 0.3132484483718872, "dn_loss_bbox": 0.027062325440347194, "dn_loss_iou": 0.2575781977176666, "d0.dn_loss_cls": 0.37477255403995513, "d0.dn_loss_bbox": 0.04024508938193321, "d0.dn_loss_iou": 0.3503746783733368, "d1.dn_loss_cls": 0.3138306033611298, "d1.dn_loss_bbox": 0.02700480479747057, "d1.dn_loss_iou": 0.256791906952858, "time": 0.6746416139602661, "epoch": 215, "iter": 15886, "memory": 7298, "step": 15886}
- {"coco/bbox_mAP": 0.723, "coco/bbox_mAP_50": 0.912, "coco/bbox_mAP_75": 0.868, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.693, "coco/bbox_mAP_l": 0.83, "data_time": 0.03312524882229892, "time": 0.055279536680741745, "step": 215}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2920366621017456, "loss": 4.957828993797302, "loss_cls": 0.35323957800865174, "loss_bbox": 0.026863447092473507, "loss_iou": 0.2600546380877495, "d0.loss_cls": 0.4208780473470688, "d0.loss_bbox": 0.03016096856445074, "d0.loss_iou": 0.28110878974199294, "d1.loss_cls": 0.3659516227245331, "d1.loss_bbox": 0.026931944899261, "d1.loss_iou": 0.2604170453548431, "enc_loss_cls": 0.4654156798124313, "enc_loss_bbox": 0.049861852638423444, "enc_loss_iou": 0.4004853242635727, "dn_loss_cls": 0.3195324492454529, "dn_loss_bbox": 0.02779835298657417, "dn_loss_iou": 0.2680620750784874, "d0.dn_loss_cls": 0.3799928891658783, "d0.dn_loss_bbox": 0.04136938940733671, "d0.dn_loss_iou": 0.3622727799415588, "d1.dn_loss_cls": 0.3222804456949234, "d1.dn_loss_bbox": 0.0277598612755537, "d1.dn_loss_iou": 0.26739191710948945, "time": 0.6620240068435669, "epoch": 216, "iter": 15960, "memory": 7298, "step": 15960}
- {"coco/bbox_mAP": 0.723, "coco/bbox_mAP_50": 0.913, "coco/bbox_mAP_75": 0.867, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.696, "coco/bbox_mAP_l": 0.827, "data_time": 0.0262477614662864, "time": 0.04312452402981845, "step": 216}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2988287973403931, "loss": 4.929359006881714, "loss_cls": 0.3516380661725998, "loss_bbox": 0.026787924244999886, "loss_iou": 0.2588147160410881, "d0.loss_cls": 0.41981120586395265, "d0.loss_bbox": 0.0318806292489171, "d0.loss_iou": 0.2795924988389015, "d1.loss_cls": 0.36534378945827484, "d1.loss_bbox": 0.02861918680369854, "d1.loss_iou": 0.25933185368776324, "enc_loss_cls": 0.4676710641384125, "enc_loss_bbox": 0.0487716244161129, "enc_loss_iou": 0.39339358747005465, "dn_loss_cls": 0.32172202348709106, "dn_loss_bbox": 0.02703336637467146, "dn_loss_iou": 0.26257570058107377, "d0.dn_loss_cls": 0.38019687712192535, "d0.dn_loss_bbox": 0.040594443045556546, "d0.dn_loss_iou": 0.35649347186088565, "d1.dn_loss_cls": 0.3203371161222458, "d1.dn_loss_bbox": 0.026978637613356112, "d1.dn_loss_iou": 0.2617712140083313, "time": 0.6763146448135376, "epoch": 217, "iter": 16034, "memory": 7298, "step": 16034}
- {"coco/bbox_mAP": 0.723, "coco/bbox_mAP_50": 0.914, "coco/bbox_mAP_75": 0.856, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.696, "coco/bbox_mAP_l": 0.83, "data_time": 0.026227365840565075, "time": 0.04416227340698242, "step": 217}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29254612445831296, "loss": 4.911929407119751, "loss_cls": 0.3493455308675766, "loss_bbox": 0.028282716237008572, "loss_iou": 0.25783193200826643, "d0.loss_cls": 0.4206283617019653, "d0.loss_bbox": 0.030644499212503434, "d0.loss_iou": 0.27614134818315506, "d1.loss_cls": 0.3658736133575439, "d1.loss_bbox": 0.028499728478491308, "d1.loss_iou": 0.2576960030198097, "enc_loss_cls": 0.46464949965476987, "enc_loss_bbox": 0.04976026512682438, "enc_loss_iou": 0.3924829292297363, "dn_loss_cls": 0.31855217754840853, "dn_loss_bbox": 0.027171217612922193, "dn_loss_iou": 0.2612058106064796, "d0.dn_loss_cls": 0.3777617061138153, "d0.dn_loss_bbox": 0.041273535788059236, "d0.dn_loss_iou": 0.35645294964313506, "d1.dn_loss_cls": 0.3203630840778351, "d1.dn_loss_bbox": 0.027088302075862884, "d1.dn_loss_iou": 0.2602241909503937, "time": 0.6768096303939819, "epoch": 218, "iter": 16108, "memory": 7298, "step": 16108}
- {"coco/bbox_mAP": 0.727, "coco/bbox_mAP_50": 0.914, "coco/bbox_mAP_75": 0.87, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.697, "coco/bbox_mAP_l": 0.833, "data_time": 0.02355436845259233, "time": 0.04149783741344105, "step": 218}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2846825361251831, "loss": 4.787889194488526, "loss_cls": 0.34367102265357974, "loss_bbox": 0.02545899122953415, "loss_iou": 0.24852356135845186, "d0.loss_cls": 0.41846309781074525, "d0.loss_bbox": 0.02847683820873499, "d0.loss_iou": 0.2659961089491844, "d1.loss_cls": 0.3584663563966751, "d1.loss_bbox": 0.02753348633646965, "d1.loss_iou": 0.24984701216220856, "enc_loss_cls": 0.45258675158023837, "enc_loss_bbox": 0.042762582376599315, "enc_loss_iou": 0.3612727791070938, "dn_loss_cls": 0.3138261497020721, "dn_loss_bbox": 0.02640656743198633, "dn_loss_iou": 0.25708748430013656, "d0.dn_loss_cls": 0.3780112707614899, "d0.dn_loss_bbox": 0.03966724764555693, "d0.dn_loss_iou": 0.3515606966614723, "d1.dn_loss_cls": 0.3156025630235672, "d1.dn_loss_bbox": 0.026342168115079403, "d1.dn_loss_iou": 0.25632658511400225, "time": 0.6771939849853515, "epoch": 219, "iter": 16182, "memory": 7298, "step": 16182}
- {"coco/bbox_mAP": 0.726, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.871, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.701, "coco/bbox_mAP_l": 0.827, "data_time": 0.028124722567471592, "time": 0.048108057542280716, "step": 219}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31298436641693117, "loss": 4.995966725349426, "loss_cls": 0.3560694986581802, "loss_bbox": 0.026012986414134503, "loss_iou": 0.25750585824251176, "d0.loss_cls": 0.42851431787014005, "d0.loss_bbox": 0.0301517653465271, "d0.loss_iou": 0.28364988952875136, "d1.loss_cls": 0.37403435349464415, "d1.loss_bbox": 0.025891857966780663, "d1.loss_iou": 0.2562997356057167, "enc_loss_cls": 0.4677927964925766, "enc_loss_bbox": 0.04774644125252962, "enc_loss_iou": 0.4030828714370728, "dn_loss_cls": 0.3237863364815712, "dn_loss_bbox": 0.02762990918010473, "dn_loss_iou": 0.27001734465360644, "d0.dn_loss_cls": 0.38511607646942136, "d0.dn_loss_bbox": 0.04160437636077404, "d0.dn_loss_iou": 0.37024232625961306, "d1.dn_loss_cls": 0.3245262885093689, "d1.dn_loss_bbox": 0.02755696017295122, "d1.dn_loss_iou": 0.26873472571372986, "time": 0.7025350141525268, "epoch": 220, "iter": 16256, "memory": 7298, "step": 16256}
- {"coco/bbox_mAP": 0.73, "coco/bbox_mAP_50": 0.916, "coco/bbox_mAP_75": 0.876, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.702, "coco/bbox_mAP_l": 0.832, "data_time": 0.02370320666920055, "time": 0.04254616390575062, "step": 220}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2922338819503784, "loss": 4.849847416877747, "loss_cls": 0.34239802122116086, "loss_bbox": 0.02844281755387783, "loss_iou": 0.2570886304974556, "d0.loss_cls": 0.412215313911438, "d0.loss_bbox": 0.031602607630193236, "d0.loss_iou": 0.2760176730155945, "d1.loss_cls": 0.3509861707687378, "d1.loss_bbox": 0.028456762507557867, "d1.loss_iou": 0.2564756554365158, "enc_loss_cls": 0.4489311587810516, "enc_loss_bbox": 0.04800863463431597, "enc_loss_iou": 0.3801729965209961, "dn_loss_cls": 0.3195261293649673, "dn_loss_bbox": 0.026413499861955642, "dn_loss_iou": 0.261315321624279, "d0.dn_loss_cls": 0.3792822915315628, "d0.dn_loss_bbox": 0.03964781012386084, "d0.dn_loss_iou": 0.3560242974758148, "d1.dn_loss_cls": 0.321009059548378, "d1.dn_loss_bbox": 0.026305792555212974, "d1.dn_loss_iou": 0.25952677726745604, "time": 0.6961062097549439, "epoch": 221, "iter": 16330, "memory": 7298, "step": 16330}
- {"coco/bbox_mAP": 0.732, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.876, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.704, "coco/bbox_mAP_l": 0.832, "data_time": 0.02499168569391424, "time": 0.0418274619362571, "step": 221}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2801062822341919, "loss": 4.727525787353516, "loss_cls": 0.3453980129957199, "loss_bbox": 0.0240034150891006, "loss_iou": 0.24245870292186736, "d0.loss_cls": 0.41132232069969177, "d0.loss_bbox": 0.026883294861763714, "d0.loss_iou": 0.26257889837026593, "d1.loss_cls": 0.3514227694272995, "d1.loss_bbox": 0.02394020026549697, "d1.loss_iou": 0.24171878784894943, "enc_loss_cls": 0.458999011516571, "enc_loss_bbox": 0.04603392321616411, "enc_loss_iou": 0.3801905703544617, "dn_loss_cls": 0.30776913583278653, "dn_loss_bbox": 0.02487422913312912, "dn_loss_iou": 0.2487906137108803, "d0.dn_loss_cls": 0.37066442787647247, "d0.dn_loss_bbox": 0.03720572307705879, "d0.dn_loss_iou": 0.3408882981538773, "d1.dn_loss_cls": 0.309851713180542, "d1.dn_loss_bbox": 0.024809331707656382, "d1.dn_loss_iou": 0.24772244334220886, "time": 0.6710370016098023, "epoch": 222, "iter": 16404, "memory": 7298, "step": 16404}
- {"coco/bbox_mAP": 0.73, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.876, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.699, "coco/bbox_mAP_l": 0.833, "data_time": 0.025664849714799362, "time": 0.04366293820467862, "step": 222}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2864579916000366, "loss": 4.755605144500732, "loss_cls": 0.34750686943531034, "loss_bbox": 0.02441738162189722, "loss_iou": 0.2436473536491394, "d0.loss_cls": 0.4096331959962845, "d0.loss_bbox": 0.027659727074205876, "d0.loss_iou": 0.2622227481007576, "d1.loss_cls": 0.35775322914123536, "d1.loss_bbox": 0.02453169647604227, "d1.loss_iou": 0.24332867860794066, "enc_loss_cls": 0.45505447447299957, "enc_loss_bbox": 0.04420079041272402, "enc_loss_iou": 0.3760198146104813, "dn_loss_cls": 0.31630676090717313, "dn_loss_bbox": 0.026239025816321374, "dn_loss_iou": 0.2531648090481758, "d0.dn_loss_cls": 0.3724100559949875, "d0.dn_loss_bbox": 0.03851934261620045, "d0.dn_loss_iou": 0.33741902351379394, "d1.dn_loss_cls": 0.3171470445394516, "d1.dn_loss_bbox": 0.026158558614552022, "d1.dn_loss_iou": 0.2522645244002342, "time": 0.6777948236465454, "epoch": 223, "iter": 16478, "memory": 7298, "step": 16478}
- {"coco/bbox_mAP": 0.732, "coco/bbox_mAP_50": 0.914, "coco/bbox_mAP_75": 0.875, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.701, "coco/bbox_mAP_l": 0.833, "data_time": 0.0236398306759921, "time": 0.04120213335210627, "step": 223}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27605677604675294, "loss": 4.979458541870117, "loss_cls": 0.35427003145217895, "loss_bbox": 0.02589566521346569, "loss_iou": 0.2589156001806259, "d0.loss_cls": 0.423459067940712, "d0.loss_bbox": 0.02957236908376217, "d0.loss_iou": 0.2835227364301682, "d1.loss_cls": 0.37399147868156435, "d1.loss_bbox": 0.029057376161217688, "d1.loss_iou": 0.26061702221632005, "enc_loss_cls": 0.4623194456100464, "enc_loss_bbox": 0.048123663514852526, "enc_loss_iou": 0.3947117358446121, "dn_loss_cls": 0.3240298914909363, "dn_loss_bbox": 0.027289598546922207, "dn_loss_iou": 0.268283896446228, "d0.dn_loss_cls": 0.3842226666212082, "d0.dn_loss_bbox": 0.041465719752013686, "d0.dn_loss_iou": 0.36929214656353, "d1.dn_loss_cls": 0.32605350196361543, "d1.dn_loss_bbox": 0.027207199074327944, "d1.dn_loss_iou": 0.26715776026248933, "time": 0.6665554141998291, "epoch": 224, "iter": 16552, "memory": 7298, "step": 16552}
- {"coco/bbox_mAP": 0.727, "coco/bbox_mAP_50": 0.913, "coco/bbox_mAP_75": 0.875, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.699, "coco/bbox_mAP_l": 0.829, "data_time": 0.025691639293323864, "time": 0.04381238330494274, "step": 224}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27833555698394774, "loss": 4.806283092498779, "loss_cls": 0.3436622887849808, "loss_bbox": 0.02567565243691206, "loss_iou": 0.2508630061149597, "d0.loss_cls": 0.3957710462808609, "d0.loss_bbox": 0.029107661321759223, "d0.loss_iou": 0.27277727037668226, "d1.loss_cls": 0.36052433013916013, "d1.loss_bbox": 0.025516573525965213, "d1.loss_iou": 0.2492966929078102, "enc_loss_cls": 0.456566144824028, "enc_loss_bbox": 0.046897524669766426, "enc_loss_iou": 0.3925736856460571, "dn_loss_cls": 0.3159517282247543, "dn_loss_bbox": 0.025619686618447303, "dn_loss_iou": 0.25511360079050066, "d0.dn_loss_cls": 0.37461689710617063, "d0.dn_loss_bbox": 0.03788636602461338, "d0.dn_loss_iou": 0.3491106355190277, "d1.dn_loss_cls": 0.3189525401592255, "d1.dn_loss_bbox": 0.02555970545858145, "d1.dn_loss_iou": 0.2542400333285332, "time": 0.6748019552230835, "epoch": 225, "iter": 16626, "memory": 7298, "step": 16626}
- {"coco/bbox_mAP": 0.726, "coco/bbox_mAP_50": 0.914, "coco/bbox_mAP_75": 0.871, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.697, "coco/bbox_mAP_l": 0.829, "data_time": 0.027356104417280716, "time": 0.04724810340187766, "step": 225}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3165443563461304, "loss": 4.703596587181091, "loss_cls": 0.33922157883644105, "loss_bbox": 0.025392882339656354, "loss_iou": 0.24122001796960832, "d0.loss_cls": 0.4134786540269852, "d0.loss_bbox": 0.02860982459038496, "d0.loss_iou": 0.2583872029185295, "d1.loss_cls": 0.3573663228750229, "d1.loss_bbox": 0.025858523957431316, "d1.loss_iou": 0.23994779735803604, "enc_loss_cls": 0.447094766497612, "enc_loss_bbox": 0.046002421639859674, "enc_loss_iou": 0.3817312180995941, "dn_loss_cls": 0.310704830288887, "dn_loss_bbox": 0.0245534598082304, "dn_loss_iou": 0.2454291898012161, "d0.dn_loss_cls": 0.3694541174173355, "d0.dn_loss_bbox": 0.03657964799553156, "d0.dn_loss_iou": 0.3312295079231262, "d1.dn_loss_cls": 0.31281149566173555, "d1.dn_loss_bbox": 0.02446884084492922, "d1.dn_loss_iou": 0.24405426949262618, "time": 0.6998910856246948, "epoch": 226, "iter": 16700, "memory": 7298, "step": 16700}
- {"coco/bbox_mAP": 0.725, "coco/bbox_mAP_50": 0.914, "coco/bbox_mAP_75": 0.871, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.695, "coco/bbox_mAP_l": 0.829, "data_time": 0.028813643888993698, "time": 0.04770651730624112, "step": 226}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2948375463485718, "loss": 4.640796060562134, "loss_cls": 0.3376813107728958, "loss_bbox": 0.02632154420018196, "loss_iou": 0.23989629596471787, "d0.loss_cls": 0.39386305391788484, "d0.loss_bbox": 0.029443620555102825, "d0.loss_iou": 0.2578249782323837, "d1.loss_cls": 0.34354542315006253, "d1.loss_bbox": 0.026299119740724564, "d1.loss_iou": 0.23868742913007737, "enc_loss_cls": 0.4436399477720261, "enc_loss_bbox": 0.04406705070286989, "enc_loss_iou": 0.36325292944908144, "dn_loss_cls": 0.3100015777349472, "dn_loss_bbox": 0.024809917695820333, "dn_loss_iou": 0.24575810581445695, "d0.dn_loss_cls": 0.36770140290260317, "d0.dn_loss_bbox": 0.037005823366343976, "d0.dn_loss_iou": 0.3324305033683777, "d1.dn_loss_cls": 0.30941025614738465, "d1.dn_loss_bbox": 0.024730786457657816, "d1.dn_loss_iou": 0.24442496478557588, "time": 0.6709253072738648, "epoch": 227, "iter": 16774, "memory": 7298, "step": 16774}
- {"coco/bbox_mAP": 0.724, "coco/bbox_mAP_50": 0.913, "coco/bbox_mAP_75": 0.871, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.694, "coco/bbox_mAP_l": 0.829, "data_time": 0.02750793370333585, "time": 0.045341231606223366, "step": 227}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29579259872436525, "loss": 4.718087606430053, "loss_cls": 0.33690172493457793, "loss_bbox": 0.02341416832059622, "loss_iou": 0.24431719481945038, "d0.loss_cls": 0.4049689692258835, "d0.loss_bbox": 0.026690967753529547, "d0.loss_iou": 0.2668007746338844, "d1.loss_cls": 0.34495087563991544, "d1.loss_bbox": 0.023259203657507898, "d1.loss_iou": 0.24245285362005234, "enc_loss_cls": 0.43997158408164977, "enc_loss_bbox": 0.042294892705976965, "enc_loss_iou": 0.374466227889061, "dn_loss_cls": 0.31428189635276793, "dn_loss_bbox": 0.02539667960256338, "dn_loss_iou": 0.25376774340867997, "d0.dn_loss_cls": 0.37565689742565156, "d0.dn_loss_bbox": 0.0379328191652894, "d0.dn_loss_iou": 0.3477555066347122, "d1.dn_loss_cls": 0.3146870905160904, "d1.dn_loss_bbox": 0.025339781939983368, "d1.dn_loss_iou": 0.2527797272801399, "time": 0.678432445526123, "epoch": 228, "iter": 16848, "memory": 7298, "step": 16848}
- {"coco/bbox_mAP": 0.724, "coco/bbox_mAP_50": 0.913, "coco/bbox_mAP_75": 0.871, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.693, "coco/bbox_mAP_l": 0.829, "data_time": 0.02506210587241433, "time": 0.043893987482244316, "step": 228}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28785892963409426, "loss": 4.814220657348633, "loss_cls": 0.340090901851654, "loss_bbox": 0.02390036903321743, "loss_iou": 0.25017687886953355, "d0.loss_cls": 0.40813089728355406, "d0.loss_bbox": 0.027297143004834653, "d0.loss_iou": 0.26833594441413877, "d1.loss_cls": 0.34765628337860105, "d1.loss_bbox": 0.0237445617839694, "d1.loss_iou": 0.2479550540447235, "enc_loss_cls": 0.45004177212715146, "enc_loss_bbox": 0.0430964507907629, "enc_loss_iou": 0.37909346699714663, "dn_loss_cls": 0.32125486493110655, "dn_loss_bbox": 0.026228472180664538, "dn_loss_iou": 0.26512817084789275, "d0.dn_loss_cls": 0.3810382676124573, "d0.dn_loss_bbox": 0.03907294809818268, "d0.dn_loss_iou": 0.3615304642915726, "d1.dn_loss_cls": 0.3213672834634781, "d1.dn_loss_bbox": 0.026086046136915685, "d1.dn_loss_iou": 0.2629943805932999, "time": 0.6762412929534912, "epoch": 229, "iter": 16922, "memory": 7298, "step": 16922}
- {"coco/bbox_mAP": 0.726, "coco/bbox_mAP_50": 0.912, "coco/bbox_mAP_75": 0.869, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.695, "coco/bbox_mAP_l": 0.829, "data_time": 0.028127540241588245, "time": 0.04824677380648526, "step": 229}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.306318097114563, "loss": 4.783401660919189, "loss_cls": 0.3360208350419998, "loss_bbox": 0.026848144698888063, "loss_iou": 0.2541880989074707, "d0.loss_cls": 0.40285367012023926, "d0.loss_bbox": 0.029757352210581303, "d0.loss_iou": 0.27519537568092345, "d1.loss_cls": 0.34114150643348695, "d1.loss_bbox": 0.02658522017300129, "d1.loss_iou": 0.2543312054872513, "enc_loss_cls": 0.44484950602054596, "enc_loss_bbox": 0.04571998216211796, "enc_loss_iou": 0.3851790988445282, "dn_loss_cls": 0.31644031941890716, "dn_loss_bbox": 0.02547701954841614, "dn_loss_iou": 0.25816276639699937, "d0.dn_loss_cls": 0.3756022959947586, "d0.dn_loss_bbox": 0.0381432818993926, "d0.dn_loss_iou": 0.3490989136695862, "d1.dn_loss_cls": 0.3155088645219803, "d1.dn_loss_bbox": 0.025403536930680273, "d1.dn_loss_iou": 0.2568945890665054, "time": 0.695422158241272, "epoch": 230, "iter": 16996, "memory": 7298, "step": 16996}
- {"coco/bbox_mAP": 0.726, "coco/bbox_mAP_50": 0.912, "coco/bbox_mAP_75": 0.869, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.69, "coco/bbox_mAP_l": 0.835, "data_time": 0.023759104988791725, "time": 0.04053011807528409, "step": 230}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29539748668670657, "loss": 4.839260802268982, "loss_cls": 0.3482133686542511, "loss_bbox": 0.02774505838751793, "loss_iou": 0.25157762706279757, "d0.loss_cls": 0.42260040163993834, "d0.loss_bbox": 0.030703030694276094, "d0.loss_iou": 0.2723174229264259, "d1.loss_cls": 0.3581895744800568, "d1.loss_bbox": 0.026325048767030238, "d1.loss_iou": 0.25026931434869765, "enc_loss_cls": 0.4630418956279755, "enc_loss_bbox": 0.048069786168634894, "enc_loss_iou": 0.4018426787853241, "dn_loss_cls": 0.3116638845205307, "dn_loss_bbox": 0.024179925732314585, "dn_loss_iou": 0.2505041766166687, "d0.dn_loss_cls": 0.3773981088399887, "d0.dn_loss_bbox": 0.03745540250092745, "d0.dn_loss_iou": 0.3519483643770218, "d1.dn_loss_cls": 0.31206062853336336, "d1.dn_loss_bbox": 0.024095718935132026, "d1.dn_loss_iou": 0.24905946642160415, "time": 0.67865562915802, "epoch": 231, "iter": 17070, "memory": 7298, "step": 17070}
- {"coco/bbox_mAP": 0.731, "coco/bbox_mAP_50": 0.913, "coco/bbox_mAP_75": 0.87, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.697, "coco/bbox_mAP_l": 0.835, "data_time": 0.02488697658885609, "time": 0.041089989922263405, "step": 231}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2884009838104248, "loss": 4.732520313262939, "loss_cls": 0.34210526943206787, "loss_bbox": 0.023899283930659293, "loss_iou": 0.24630746901035308, "d0.loss_cls": 0.411051110625267, "d0.loss_bbox": 0.026711635254323483, "d0.loss_iou": 0.2655080845952034, "d1.loss_cls": 0.3489860683679581, "d1.loss_bbox": 0.023789079897105693, "d1.loss_iou": 0.24432950407266618, "enc_loss_cls": 0.44614943087100983, "enc_loss_bbox": 0.04372437335550785, "enc_loss_iou": 0.37450536727905276, "dn_loss_cls": 0.3146117752790451, "dn_loss_bbox": 0.02503863546997309, "dn_loss_iou": 0.2538783970475197, "d0.dn_loss_cls": 0.37401618182659147, "d0.dn_loss_bbox": 0.03701074507087469, "d0.dn_loss_iou": 0.3392712700366974, "d1.dn_loss_cls": 0.31449438393115997, "d1.dn_loss_bbox": 0.024931999556720257, "d1.dn_loss_iou": 0.2522002422809601, "time": 0.6645355796813965, "epoch": 232, "iter": 17144, "memory": 7298, "step": 17144}
- {"coco/bbox_mAP": 0.73, "coco/bbox_mAP_50": 0.913, "coco/bbox_mAP_75": 0.871, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.698, "coco/bbox_mAP_l": 0.833, "data_time": 0.02759718894958496, "time": 0.04837859760631214, "step": 232}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3021796083450317, "loss": 4.706029725074768, "loss_cls": 0.3359244471788406, "loss_bbox": 0.025520467292517425, "loss_iou": 0.24164504289627076, "d0.loss_cls": 0.4104101687669754, "d0.loss_bbox": 0.02798451479524374, "d0.loss_iou": 0.26318623751401904, "d1.loss_cls": 0.34209539771080016, "d1.loss_bbox": 0.024786313399672508, "d1.loss_iou": 0.24008205085992812, "enc_loss_cls": 0.4581062865257263, "enc_loss_bbox": 0.04291620869189501, "enc_loss_iou": 0.3703669571876526, "dn_loss_cls": 0.3103752970695496, "dn_loss_bbox": 0.02522413106635213, "dn_loss_iou": 0.24771540760993957, "d0.dn_loss_cls": 0.3751966834068298, "d0.dn_loss_bbox": 0.038019910342991355, "d0.dn_loss_iou": 0.3427555114030838, "d1.dn_loss_cls": 0.3117663532495499, "d1.dn_loss_bbox": 0.02515425603836775, "d1.dn_loss_iou": 0.24679813921451568, "time": 0.6840424394607544, "epoch": 233, "iter": 17218, "memory": 7298, "step": 17218}
- {"coco/bbox_mAP": 0.73, "coco/bbox_mAP_50": 0.913, "coco/bbox_mAP_75": 0.871, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.696, "coco/bbox_mAP_l": 0.834, "data_time": 0.024198683825406162, "time": 0.042265458540482956, "step": 233}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27557538509368895, "loss": 4.784873275756836, "loss_cls": 0.3427473664283752, "loss_bbox": 0.02590436201542616, "loss_iou": 0.24630921721458435, "d0.loss_cls": 0.4047801631689072, "d0.loss_bbox": 0.029176978431642055, "d0.loss_iou": 0.26629690736532213, "d1.loss_cls": 0.3493475031852722, "d1.loss_bbox": 0.025776867493987082, "d1.loss_iou": 0.245996433198452, "enc_loss_cls": 0.4561818820238113, "enc_loss_bbox": 0.047185173444449904, "enc_loss_iou": 0.38942953646183015, "dn_loss_cls": 0.3150353050231934, "dn_loss_bbox": 0.027460430040955542, "dn_loss_iou": 0.25774585604667666, "d0.dn_loss_cls": 0.372815712094307, "d0.dn_loss_bbox": 0.03996369145810604, "d0.dn_loss_iou": 0.3438766396045685, "d1.dn_loss_cls": 0.31475078999996187, "d1.dn_loss_bbox": 0.02739949360489845, "d1.dn_loss_iou": 0.25669290840625764, "time": 0.6538031435012818, "epoch": 234, "iter": 17292, "memory": 7298, "step": 17292}
- {"coco/bbox_mAP": 0.729, "coco/bbox_mAP_50": 0.913, "coco/bbox_mAP_75": 0.871, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.696, "coco/bbox_mAP_l": 0.833, "data_time": 0.027223717082630505, "time": 0.04587078094482422, "step": 234}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2856805419921875, "loss": 4.741959848403931, "loss_cls": 0.3342920345067978, "loss_bbox": 0.026567978262901307, "loss_iou": 0.2433619263768196, "d0.loss_cls": 0.4055133354663849, "d0.loss_bbox": 0.030155549198389052, "d0.loss_iou": 0.2628798609972, "d1.loss_cls": 0.34545408248901366, "d1.loss_bbox": 0.026376823224127294, "d1.loss_iou": 0.24086260348558425, "enc_loss_cls": 0.45217770636081694, "enc_loss_bbox": 0.04764701969921589, "enc_loss_iou": 0.38992491841316224, "dn_loss_cls": 0.3118328660726547, "dn_loss_bbox": 0.025779417268931865, "dn_loss_iou": 0.2498565074801445, "d0.dn_loss_cls": 0.37545147657394407, "d0.dn_loss_bbox": 0.039504393152892586, "d0.dn_loss_iou": 0.3474050176143646, "d1.dn_loss_cls": 0.31299396574497224, "d1.dn_loss_bbox": 0.025661990419030188, "d1.dn_loss_iou": 0.24826039284467696, "time": 0.674786639213562, "epoch": 235, "iter": 17366, "memory": 7298, "step": 17366}
- {"coco/bbox_mAP": 0.73, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.872, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.698, "coco/bbox_mAP_l": 0.834, "data_time": 0.023327285593206234, "time": 0.04037460413846103, "step": 235}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28518717288970946, "loss": 4.603548316955567, "loss_cls": 0.33428300321102145, "loss_bbox": 0.02276077516376972, "loss_iou": 0.23202919065952302, "d0.loss_cls": 0.4038195240497589, "d0.loss_bbox": 0.025716963224112988, "d0.loss_iou": 0.2490504178404808, "d1.loss_cls": 0.3511668634414673, "d1.loss_bbox": 0.02276768285781145, "d1.loss_iou": 0.23149407058954238, "enc_loss_cls": 0.4452368915081024, "enc_loss_bbox": 0.040988223664462566, "enc_loss_iou": 0.354161239862442, "dn_loss_cls": 0.30643115103244783, "dn_loss_bbox": 0.024900620095431803, "dn_loss_iou": 0.24436530768871306, "d0.dn_loss_cls": 0.36735992789268496, "d0.dn_loss_bbox": 0.03712546531111002, "d0.dn_loss_iou": 0.3313250923156738, "d1.dn_loss_cls": 0.3105470758676529, "d1.dn_loss_bbox": 0.024832013063132763, "d1.dn_loss_iou": 0.2431868028640747, "time": 0.6677323341369629, "epoch": 236, "iter": 17440, "memory": 7298, "step": 17440}
- {"coco/bbox_mAP": 0.732, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.7, "coco/bbox_mAP_l": 0.834, "data_time": 0.023454124277288265, "time": 0.040823871439153496, "step": 236}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2649475955963135, "loss": 4.675162558555603, "loss_cls": 0.34476993620395663, "loss_bbox": 0.026154259517788887, "loss_iou": 0.23679940283298492, "d0.loss_cls": 0.41330136120319366, "d0.loss_bbox": 0.03062481038272381, "d0.loss_iou": 0.25817496597766876, "d1.loss_cls": 0.35131988525390623, "d1.loss_bbox": 0.027446866128593685, "d1.loss_iou": 0.23723478734493256, "enc_loss_cls": 0.4521974128484726, "enc_loss_bbox": 0.0481712069362402, "enc_loss_iou": 0.3758317130804062, "dn_loss_cls": 0.3046406900882721, "dn_loss_bbox": 0.024607758074998855, "dn_loss_iou": 0.238793885409832, "d0.dn_loss_cls": 0.36803268373012543, "d0.dn_loss_bbox": 0.03787587393075228, "d0.dn_loss_iou": 0.331543402671814, "d1.dn_loss_cls": 0.30511566817760466, "d1.dn_loss_bbox": 0.024557236805558203, "d1.dn_loss_iou": 0.23796880304813384, "time": 0.6630348539352418, "epoch": 237, "iter": 17514, "memory": 7298, "step": 17514}
- {"coco/bbox_mAP": 0.732, "coco/bbox_mAP_50": 0.914, "coco/bbox_mAP_75": 0.876, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.7, "coco/bbox_mAP_l": 0.834, "data_time": 0.02349751645868475, "time": 0.04450650648637251, "step": 237}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2847902011871338, "loss": 4.609824585914612, "loss_cls": 0.3321888056397438, "loss_bbox": 0.024055960308760404, "loss_iou": 0.2376536473631859, "d0.loss_cls": 0.3979672300815582, "d0.loss_bbox": 0.02892074402421713, "d0.loss_iou": 0.2575212186574936, "d1.loss_cls": 0.34268508076667786, "d1.loss_bbox": 0.023578222636133433, "d1.loss_iou": 0.23549841463565827, "enc_loss_cls": 0.44691125094890594, "enc_loss_bbox": 0.04293658331036568, "enc_loss_iou": 0.35592444002628326, "dn_loss_cls": 0.30773297101259234, "dn_loss_bbox": 0.023904364574700594, "dn_loss_iou": 0.24299967020750046, "d0.dn_loss_cls": 0.36949066281318665, "d0.dn_loss_bbox": 0.03591106198728085, "d0.dn_loss_iou": 0.3296021464467049, "d1.dn_loss_cls": 0.3086129856109619, "d1.dn_loss_bbox": 0.023836418837308884, "d1.dn_loss_iou": 0.24189272075891494, "time": 0.6750293397903442, "epoch": 238, "iter": 17588, "memory": 7298, "step": 17588}
- {"coco/bbox_mAP": 0.728, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.876, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.7, "coco/bbox_mAP_l": 0.826, "data_time": 0.026450937444513493, "time": 0.048032197085293854, "step": 238}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2981419134140015, "loss": 4.725632810592652, "loss_cls": 0.3366377204656601, "loss_bbox": 0.025381368584930897, "loss_iou": 0.24530263423919677, "d0.loss_cls": 0.3976040905714035, "d0.loss_bbox": 0.028088517747819425, "d0.loss_iou": 0.2647886377573013, "d1.loss_cls": 0.3433705198764801, "d1.loss_bbox": 0.025429318193346262, "d1.loss_iou": 0.24440978795289994, "enc_loss_cls": 0.44578153431415557, "enc_loss_bbox": 0.044027593098580835, "enc_loss_iou": 0.37403722763061525, "dn_loss_cls": 0.3115427127480507, "dn_loss_bbox": 0.02633945893496275, "dn_loss_iou": 0.253098201751709, "d0.dn_loss_cls": 0.37598077178001404, "d0.dn_loss_bbox": 0.04015547592192888, "d0.dn_loss_iou": 0.3540353399515152, "d1.dn_loss_cls": 0.3112671774625778, "d1.dn_loss_bbox": 0.026255843192338944, "d1.dn_loss_iou": 0.25209889143705366, "time": 0.7008105850219727, "epoch": 239, "iter": 17662, "memory": 7298, "step": 17662}
- {"coco/bbox_mAP": 0.73, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.877, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.703, "coco/bbox_mAP_l": 0.829, "data_time": 0.026965769854458897, "time": 0.046582243659279564, "step": 239}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3007020902633667, "loss": 4.689722881317139, "loss_cls": 0.3303695923089981, "loss_bbox": 0.02462264636531472, "loss_iou": 0.24888153076171876, "d0.loss_cls": 0.3985496759414673, "d0.loss_bbox": 0.02692477257922292, "d0.loss_iou": 0.2660044926404953, "d1.loss_cls": 0.338133659362793, "d1.loss_bbox": 0.024876080602407456, "d1.loss_iou": 0.24694223314523697, "enc_loss_cls": 0.4471561962366104, "enc_loss_bbox": 0.041996443681418895, "enc_loss_iou": 0.3770000684261322, "dn_loss_cls": 0.311970534324646, "dn_loss_bbox": 0.02569658722728491, "dn_loss_iou": 0.2522857463359833, "d0.dn_loss_cls": 0.3677116596698761, "d0.dn_loss_bbox": 0.03695912647992373, "d0.dn_loss_iou": 0.33428368747234344, "d1.dn_loss_cls": 0.3120975112915039, "d1.dn_loss_bbox": 0.025654192976653577, "d1.dn_loss_iou": 0.25160648465156554, "time": 0.6824639701843261, "epoch": 240, "iter": 17736, "memory": 7298, "step": 17736}
- {"coco/bbox_mAP": 0.729, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.876, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.701, "coco/bbox_mAP_l": 0.829, "data_time": 0.02357385375282981, "time": 0.04042733799327503, "step": 240}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2773550415039063, "loss": 4.677379961013794, "loss_cls": 0.33981491506099704, "loss_bbox": 0.026212315782904626, "loss_iou": 0.23992127180099487, "d0.loss_cls": 0.40257265567779543, "d0.loss_bbox": 0.028978718370199205, "d0.loss_iou": 0.25917043805122375, "d1.loss_cls": 0.3498092728853226, "d1.loss_bbox": 0.026145252231508494, "d1.loss_iou": 0.23871549546718598, "enc_loss_cls": 0.44426690220832826, "enc_loss_bbox": 0.04525807220488787, "enc_loss_iou": 0.3816745746135712, "dn_loss_cls": 0.3107649353146553, "dn_loss_bbox": 0.025294434819370507, "dn_loss_iou": 0.24397965759038925, "d0.dn_loss_cls": 0.366803195476532, "d0.dn_loss_bbox": 0.037606594152748585, "d0.dn_loss_iou": 0.332684833407402, "d1.dn_loss_cls": 0.30953593730926515, "d1.dn_loss_bbox": 0.02522091433405876, "d1.dn_loss_iou": 0.24294955909252167, "time": 0.6577012634277344, "epoch": 241, "iter": 17810, "memory": 7298, "step": 17810}
- {"coco/bbox_mAP": 0.729, "coco/bbox_mAP_50": 0.914, "coco/bbox_mAP_75": 0.875, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.699, "coco/bbox_mAP_l": 0.829, "data_time": 0.025095874612981624, "time": 0.042002872987227005, "step": 241}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27283440589904784, "loss": 4.6957428884506225, "loss_cls": 0.3334932100772858, "loss_bbox": 0.027405951637774706, "loss_iou": 0.2380731812119484, "d0.loss_cls": 0.4052650845050812, "d0.loss_bbox": 0.031364819444715974, "d0.loss_iou": 0.26265894770622256, "d1.loss_cls": 0.34530183792114255, "d1.loss_bbox": 0.027497352585196495, "d1.loss_iou": 0.2378166601061821, "enc_loss_cls": 0.44422420144081115, "enc_loss_bbox": 0.048530542813241484, "enc_loss_iou": 0.38590595483779905, "dn_loss_cls": 0.3056583535671234, "dn_loss_bbox": 0.025239732265472412, "dn_loss_iou": 0.24401874244213104, "d0.dn_loss_cls": 0.37344773948192594, "d0.dn_loss_bbox": 0.03912121061235666, "d0.dn_loss_iou": 0.3451187950372696, "d1.dn_loss_cls": 0.30738477170467376, "d1.dn_loss_bbox": 0.025168674476444722, "d1.dn_loss_iou": 0.24304711252450942, "time": 0.6658298349380494, "epoch": 242, "iter": 17884, "memory": 7298, "step": 17884}
- {"coco/bbox_mAP": 0.731, "coco/bbox_mAP_50": 0.914, "coco/bbox_mAP_75": 0.876, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.703, "coco/bbox_mAP_l": 0.829, "data_time": 0.02430558204650879, "time": 0.0406476150859486, "step": 242}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27866015434265134, "loss": 4.538031592369079, "loss_cls": 0.32560296475887296, "loss_bbox": 0.02173250462859869, "loss_iou": 0.2268308299779892, "d0.loss_cls": 0.3927791863679886, "d0.loss_bbox": 0.024758082740008833, "d0.loss_iou": 0.2470454528927803, "d1.loss_cls": 0.33381461799144746, "d1.loss_bbox": 0.021650330685079096, "d1.loss_iou": 0.22539498060941696, "enc_loss_cls": 0.4355241757631302, "enc_loss_bbox": 0.04175038367509842, "enc_loss_iou": 0.36371938765048983, "dn_loss_cls": 0.3045021110773087, "dn_loss_bbox": 0.024114618748426436, "dn_loss_iou": 0.2398181676864624, "d0.dn_loss_cls": 0.37411628663539886, "d0.dn_loss_bbox": 0.03618031848222017, "d0.dn_loss_iou": 0.32944190859794614, "d1.dn_loss_cls": 0.3064028525352478, "d1.dn_loss_bbox": 0.024058880507946013, "d1.dn_loss_iou": 0.23879347175359725, "time": 0.6679862022399903, "epoch": 243, "iter": 17958, "memory": 7298, "step": 17958}
- {"coco/bbox_mAP": 0.731, "coco/bbox_mAP_50": 0.914, "coco/bbox_mAP_75": 0.876, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.704, "coco/bbox_mAP_l": 0.829, "data_time": 0.02469303391196511, "time": 0.042232665148648346, "step": 243}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2938167858123779, "loss": 4.6667295265197755, "loss_cls": 0.3329557555913925, "loss_bbox": 0.025748226307332516, "loss_iou": 0.23930878758430482, "d0.loss_cls": 0.40001356959342954, "d0.loss_bbox": 0.029823493361473084, "d0.loss_iou": 0.2576940444111824, "d1.loss_cls": 0.3415802961587906, "d1.loss_bbox": 0.025654404964298008, "d1.loss_iou": 0.23812074661254884, "enc_loss_cls": 0.4462368422746658, "enc_loss_bbox": 0.0451958030089736, "enc_loss_iou": 0.3766378879547119, "dn_loss_cls": 0.3072226673364639, "dn_loss_bbox": 0.025814311765134334, "dn_loss_iou": 0.24841273963451385, "d0.dn_loss_cls": 0.3688499981164932, "d0.dn_loss_bbox": 0.038389591202139854, "d0.dn_loss_iou": 0.33736351191997527, "d1.dn_loss_cls": 0.30838617086410525, "d1.dn_loss_bbox": 0.02575317919254303, "d1.dn_loss_iou": 0.2475675040483475, "time": 0.6765839958190918, "epoch": 244, "iter": 18032, "memory": 7298, "step": 18032}
- {"coco/bbox_mAP": 0.732, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.877, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.706, "coco/bbox_mAP_l": 0.829, "data_time": 0.027961882677945225, "time": 0.048525008288296784, "step": 244}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31648837089538573, "loss": 4.6681627702713016, "loss_cls": 0.3490389662981033, "loss_bbox": 0.023574866876006125, "loss_iou": 0.23526709109544755, "d0.loss_cls": 0.40559871673583986, "d0.loss_bbox": 0.02933060159906745, "d0.loss_iou": 0.25984120875597, "d1.loss_cls": 0.35848343789577486, "d1.loss_bbox": 0.02360360698774457, "d1.loss_iou": 0.23444333791732788, "enc_loss_cls": 0.448878875374794, "enc_loss_bbox": 0.04519322089850902, "enc_loss_iou": 0.37011305093765257, "dn_loss_cls": 0.3092540085315704, "dn_loss_bbox": 0.024253578148782252, "dn_loss_iou": 0.2426505845785141, "d0.dn_loss_cls": 0.3672448939085007, "d0.dn_loss_bbox": 0.03636315926909447, "d0.dn_loss_iou": 0.3299690932035446, "d1.dn_loss_cls": 0.30936056554317476, "d1.dn_loss_bbox": 0.02418596189469099, "d1.dn_loss_iou": 0.24151388555765152, "time": 0.7022516107559205, "epoch": 245, "iter": 18106, "memory": 7298, "step": 18106}
- {"coco/bbox_mAP": 0.732, "coco/bbox_mAP_50": 0.918, "coco/bbox_mAP_75": 0.877, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.706, "coco/bbox_mAP_l": 0.828, "data_time": 0.027293725447221237, "time": 0.04629778861999512, "step": 245}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30263805389404297, "loss": 4.761406025886536, "loss_cls": 0.3414156210422516, "loss_bbox": 0.02484416024759412, "loss_iou": 0.24399712860584258, "d0.loss_cls": 0.41665957927703856, "d0.loss_bbox": 0.02868384838104248, "d0.loss_iou": 0.2637709033489227, "d1.loss_cls": 0.35171634137630464, "d1.loss_bbox": 0.024809258133172987, "d1.loss_iou": 0.2426285108923912, "enc_loss_cls": 0.4463354957103729, "enc_loss_bbox": 0.045571006163954736, "enc_loss_iou": 0.3782518661022186, "dn_loss_cls": 0.31673611760139464, "dn_loss_bbox": 0.025946099516004323, "dn_loss_iou": 0.25542399793863296, "d0.dn_loss_cls": 0.3780143350362778, "d0.dn_loss_bbox": 0.038199830800294876, "d0.dn_loss_iou": 0.34063091993331907, "d1.dn_loss_cls": 0.31765715301036834, "d1.dn_loss_bbox": 0.02586218520998955, "d1.dn_loss_iou": 0.2542516964673996, "time": 0.673028359413147, "epoch": 246, "iter": 18180, "memory": 7298, "step": 18180}
- {"coco/bbox_mAP": 0.734, "coco/bbox_mAP_50": 0.914, "coco/bbox_mAP_75": 0.876, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.706, "coco/bbox_mAP_l": 0.834, "data_time": 0.02522353692488237, "time": 0.04091507738286799, "step": 246}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2993809413909912, "loss": 4.717719783782959, "loss_cls": 0.3361691090464592, "loss_bbox": 0.026443786211311816, "loss_iou": 0.24509581923484802, "d0.loss_cls": 0.40259933650493623, "d0.loss_bbox": 0.031065290290862323, "d0.loss_iou": 0.2634550124406815, "d1.loss_cls": 0.3479405310750008, "d1.loss_bbox": 0.026575455665588377, "d1.loss_iou": 0.2449735662341118, "enc_loss_cls": 0.4435613703727722, "enc_loss_bbox": 0.047926020435988904, "enc_loss_iou": 0.3811651879549027, "dn_loss_cls": 0.31130369573831557, "dn_loss_bbox": 0.025632285811007023, "dn_loss_iou": 0.24928737103939055, "d0.dn_loss_cls": 0.3710101264715195, "d0.dn_loss_bbox": 0.03886154796928167, "d0.dn_loss_iou": 0.3393956470489502, "d1.dn_loss_cls": 0.31152930587530137, "d1.dn_loss_bbox": 0.025557941738516093, "d1.dn_loss_iou": 0.2481713378429413, "time": 0.7005652952194213, "epoch": 247, "iter": 18254, "memory": 7298, "step": 18254}
- {"coco/bbox_mAP": 0.735, "coco/bbox_mAP_50": 0.914, "coco/bbox_mAP_75": 0.876, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.834, "data_time": 0.024293617768721146, "time": 0.04084105925126509, "step": 247}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31385241985321044, "loss": 4.675728235244751, "loss_cls": 0.3461357605457306, "loss_bbox": 0.022992029767483473, "loss_iou": 0.24060406118631364, "d0.loss_cls": 0.39885607302188875, "d0.loss_bbox": 0.02603153921663761, "d0.loss_iou": 0.2591808301210403, "d1.loss_cls": 0.3535578978061676, "d1.loss_bbox": 0.022905778661370276, "d1.loss_iou": 0.2393228977918625, "enc_loss_cls": 0.43746698439121245, "enc_loss_bbox": 0.042389924339950084, "enc_loss_iou": 0.3704766833782196, "dn_loss_cls": 0.314511148929596, "dn_loss_bbox": 0.024798504635691644, "dn_loss_iou": 0.25029266595840455, "d0.dn_loss_cls": 0.36690297842025754, "d0.dn_loss_bbox": 0.036916179545223714, "d0.dn_loss_iou": 0.33867720007896424, "d1.dn_loss_cls": 0.309806706905365, "d1.dn_loss_bbox": 0.024722513929009437, "d1.dn_loss_iou": 0.24917989939451218, "time": 0.7014700603485108, "epoch": 248, "iter": 18328, "memory": 7298, "step": 18328}
- {"coco/bbox_mAP": 0.735, "coco/bbox_mAP_50": 0.914, "coco/bbox_mAP_75": 0.876, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.834, "data_time": 0.027577291835438122, "time": 0.04564824971285733, "step": 248}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30175349235534665, "loss": 4.72019323348999, "loss_cls": 0.33882206320762637, "loss_bbox": 0.023142763674259187, "loss_iou": 0.240971859395504, "d0.loss_cls": 0.40725793719291686, "d0.loss_bbox": 0.026323581486940383, "d0.loss_iou": 0.25906899482011797, "d1.loss_cls": 0.34819624066352844, "d1.loss_bbox": 0.023430356495082377, "d1.loss_iou": 0.24032208621501921, "enc_loss_cls": 0.4463101714849472, "enc_loss_bbox": 0.043658670857548716, "enc_loss_iou": 0.3767352759838104, "dn_loss_cls": 0.313829146027565, "dn_loss_bbox": 0.025294148735702036, "dn_loss_iou": 0.25386290580034254, "d0.dn_loss_cls": 0.37430075645446775, "d0.dn_loss_bbox": 0.03863474115729332, "d0.dn_loss_iou": 0.347777456343174, "d1.dn_loss_cls": 0.3142632567882538, "d1.dn_loss_bbox": 0.02521502409130335, "d1.dn_loss_iou": 0.2527757865190506, "time": 0.6997961044311524, "epoch": 249, "iter": 18402, "memory": 7298, "step": 18402}
- {"coco/bbox_mAP": 0.733, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.876, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.705, "coco/bbox_mAP_l": 0.834, "data_time": 0.027409271760420365, "time": 0.045506282286210495, "step": 249}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2858641719818115, "loss": 4.525139937400818, "loss_cls": 0.32221254110336306, "loss_bbox": 0.027990619409829377, "loss_iou": 0.23419121772050858, "d0.loss_cls": 0.3872093731164932, "d0.loss_bbox": 0.03009844683110714, "d0.loss_iou": 0.2501828116178513, "d1.loss_cls": 0.3367732679843903, "d1.loss_bbox": 0.028297895174473522, "d1.loss_iou": 0.23292338490486145, "enc_loss_cls": 0.4357347351312637, "enc_loss_bbox": 0.04381281029433012, "enc_loss_iou": 0.3589608174562454, "dn_loss_cls": 0.3010957998037338, "dn_loss_bbox": 0.023580897338688372, "dn_loss_iou": 0.23562774658203126, "d0.dn_loss_cls": 0.361796977519989, "d0.dn_loss_bbox": 0.03515499498695135, "d0.dn_loss_iou": 0.31950534135103226, "d1.dn_loss_cls": 0.3019030052423477, "d1.dn_loss_bbox": 0.02349762635305524, "d1.dn_loss_iou": 0.23458963483572007, "time": 0.6831487703323365, "epoch": 250, "iter": 18476, "memory": 7298, "step": 18476}
- {"coco/bbox_mAP": 0.735, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.876, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.835, "data_time": 0.023039492693814365, "time": 0.0403141975402832, "step": 250}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3029173707962036, "loss": 4.476509046554566, "loss_cls": 0.3217784881591797, "loss_bbox": 0.024996343664824963, "loss_iou": 0.23170506417751313, "d0.loss_cls": 0.3850990319252014, "d0.loss_bbox": 0.030132573414593935, "d0.loss_iou": 0.24544757813215257, "d1.loss_cls": 0.3322466242313385, "d1.loss_bbox": 0.02716552859172225, "d1.loss_iou": 0.2312225219607353, "enc_loss_cls": 0.41965549886226655, "enc_loss_bbox": 0.04330886635929346, "enc_loss_iou": 0.35347720205783845, "dn_loss_cls": 0.30315379321575164, "dn_loss_bbox": 0.023639468662440776, "dn_loss_iou": 0.23512532472610473, "d0.dn_loss_cls": 0.35991158068180085, "d0.dn_loss_bbox": 0.03437693495303393, "d0.dn_loss_iou": 0.31234716057777406, "d1.dn_loss_cls": 0.3037955147027969, "d1.dn_loss_bbox": 0.023584446385502816, "d1.dn_loss_iou": 0.23433944195508957, "time": 0.687448935508728, "epoch": 251, "iter": 18550, "memory": 7298, "step": 18550}
- {"coco/bbox_mAP": 0.733, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.875, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.705, "coco/bbox_mAP_l": 0.834, "data_time": 0.026877663352272728, "time": 0.04446417635137385, "step": 251}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2998534393310547, "loss": 4.725794658660889, "loss_cls": 0.34085045337677, "loss_bbox": 0.023647744078189134, "loss_iou": 0.24518646836280822, "d0.loss_cls": 0.40119261026382447, "d0.loss_bbox": 0.026898638866841792, "d0.loss_iou": 0.26513965874910356, "d1.loss_cls": 0.34584116518497465, "d1.loss_bbox": 0.02347296869382262, "d1.loss_iou": 0.24299586564302444, "enc_loss_cls": 0.44295033395290373, "enc_loss_bbox": 0.04215992003679275, "enc_loss_iou": 0.3763266897201538, "dn_loss_cls": 0.3161703270673752, "dn_loss_bbox": 0.02572982747107744, "dn_loss_iou": 0.25763828456401827, "d0.dn_loss_cls": 0.37299741625785826, "d0.dn_loss_bbox": 0.03744138672947884, "d0.dn_loss_iou": 0.3433432060480118, "d1.dn_loss_cls": 0.31461306154727936, "d1.dn_loss_bbox": 0.025616345293819905, "d1.dn_loss_iou": 0.2555822440981865, "time": 0.699794921875, "epoch": 252, "iter": 18624, "memory": 7298, "step": 18624}
- {"coco/bbox_mAP": 0.734, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.876, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.834, "data_time": 0.025058291175148704, "time": 0.04358163746920499, "step": 252}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2979934549331665, "loss": 4.717681913375855, "loss_cls": 0.33932547450065614, "loss_bbox": 0.024371982328593732, "loss_iou": 0.24159499436616896, "d0.loss_cls": 0.4023812037706375, "d0.loss_bbox": 0.02771767698228359, "d0.loss_iou": 0.2632077831029892, "d1.loss_cls": 0.344954754114151, "d1.loss_bbox": 0.024474748335778715, "d1.loss_iou": 0.2413497930765152, "enc_loss_cls": 0.4577834278345108, "enc_loss_bbox": 0.04441972874104977, "enc_loss_iou": 0.37350416123867036, "dn_loss_cls": 0.31077299892902377, "dn_loss_bbox": 0.026379348374903203, "dn_loss_iou": 0.25178993463516236, "d0.dn_loss_cls": 0.37178962290287015, "d0.dn_loss_bbox": 0.03846766706556082, "d0.dn_loss_iou": 0.3450158578157425, "d1.dn_loss_cls": 0.31157527446746824, "d1.dn_loss_bbox": 0.026305435858666897, "d1.dn_loss_iou": 0.250499929189682, "time": 0.6967892026901246, "epoch": 253, "iter": 18698, "memory": 7298, "step": 18698}
- {"coco/bbox_mAP": 0.732, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.875, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.704, "coco/bbox_mAP_l": 0.834, "data_time": 0.02476989139210094, "time": 0.04308704896406694, "step": 253}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2982261323928833, "loss": 4.697903652191162, "loss_cls": 0.3364258849620819, "loss_bbox": 0.026215515453368424, "loss_iou": 0.24423383802175522, "d0.loss_cls": 0.40724724769592285, "d0.loss_bbox": 0.0306643757969141, "d0.loss_iou": 0.2660776069760323, "d1.loss_cls": 0.34998375236988066, "d1.loss_bbox": 0.02662737011909485, "d1.loss_iou": 0.24534741759300233, "enc_loss_cls": 0.44605510354042055, "enc_loss_bbox": 0.04534935679286718, "enc_loss_iou": 0.3772703182697296, "dn_loss_cls": 0.3052811878919601, "dn_loss_bbox": 0.024285086654126643, "dn_loss_iou": 0.24625503063201903, "d0.dn_loss_cls": 0.37115584790706635, "d0.dn_loss_bbox": 0.03571443323045969, "d0.dn_loss_iou": 0.3350294929742813, "d1.dn_loss_cls": 0.30934072613716124, "d1.dn_loss_bbox": 0.024221136942505838, "d1.dn_loss_iou": 0.2451229441165924, "time": 0.6672369575500489, "epoch": 254, "iter": 18772, "memory": 7298, "step": 18772}
- {"coco/bbox_mAP": 0.732, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.876, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.704, "coco/bbox_mAP_l": 0.834, "data_time": 0.028194189071655273, "time": 0.048202471299604935, "step": 254}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28009638309478757, "loss": 4.4576379013061525, "loss_cls": 0.33026168078184126, "loss_bbox": 0.022415554020553827, "loss_iou": 0.21466641128063202, "d0.loss_cls": 0.3935453706979752, "d0.loss_bbox": 0.0260175846144557, "d0.loss_iou": 0.2345360568165779, "d1.loss_cls": 0.3378047907352448, "d1.loss_bbox": 0.02225362488999963, "d1.loss_iou": 0.21313803106546403, "enc_loss_cls": 0.45261568903923033, "enc_loss_bbox": 0.04486087214201689, "enc_loss_iou": 0.36121933937072753, "dn_loss_cls": 0.29728933215141295, "dn_loss_bbox": 0.022641941085457803, "dn_loss_iou": 0.22253068715333937, "d0.dn_loss_cls": 0.365146262049675, "d0.dn_loss_bbox": 0.03651649624109268, "d0.dn_loss_iou": 0.32154722094535826, "d1.dn_loss_cls": 0.29464280486106875, "d1.dn_loss_bbox": 0.02257409330457449, "d1.dn_loss_iou": 0.22141408443450927, "time": 0.6653409051895142, "epoch": 255, "iter": 18846, "memory": 7298, "step": 18846}
- {"coco/bbox_mAP": 0.73, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.876, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.701, "coco/bbox_mAP_l": 0.833, "data_time": 0.023364847356622868, "time": 0.04165387153625488, "step": 255}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2995782899856567, "loss": 4.4988705968856815, "loss_cls": 0.32137239038944243, "loss_bbox": 0.021893417723476888, "loss_iou": 0.2241884136199951, "d0.loss_cls": 0.3948705315589905, "d0.loss_bbox": 0.02641465000808239, "d0.loss_iou": 0.2425137108564377, "d1.loss_cls": 0.32983375906944273, "d1.loss_bbox": 0.021961855217814446, "d1.loss_iou": 0.22356800884008407, "enc_loss_cls": 0.450783885717392, "enc_loss_bbox": 0.04292529944330454, "enc_loss_iou": 0.35437903344631194, "dn_loss_cls": 0.3018220621347427, "dn_loss_bbox": 0.024227588996291162, "dn_loss_iou": 0.23601172506809234, "d0.dn_loss_cls": 0.36259717762470245, "d0.dn_loss_bbox": 0.03595556814223528, "d0.dn_loss_iou": 0.32193431079387663, "d1.dn_loss_cls": 0.30247803568840026, "d1.dn_loss_bbox": 0.024163701236248017, "d1.dn_loss_iou": 0.2349754622578621, "time": 0.6911674261093139, "epoch": 256, "iter": 18920, "memory": 7298, "step": 18920}
- {"coco/bbox_mAP": 0.732, "coco/bbox_mAP_50": 0.918, "coco/bbox_mAP_75": 0.876, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.704, "coco/bbox_mAP_l": 0.833, "data_time": 0.023683612996881657, "time": 0.042077498002485794, "step": 256}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29804028511047365, "loss": 4.703174023628235, "loss_cls": 0.3309227651357651, "loss_bbox": 0.024433335363864897, "loss_iou": 0.24304270207881928, "d0.loss_cls": 0.4019645136594772, "d0.loss_bbox": 0.02936297405511141, "d0.loss_iou": 0.2671773308515549, "d1.loss_cls": 0.34434703290462493, "d1.loss_bbox": 0.024451320134103297, "d1.loss_iou": 0.24134621798992156, "enc_loss_cls": 0.43519466817379, "enc_loss_bbox": 0.0472557533532381, "enc_loss_iou": 0.3828150993585587, "dn_loss_cls": 0.3106158059835434, "dn_loss_bbox": 0.025589867495000362, "dn_loss_iou": 0.24867771238088607, "d0.dn_loss_cls": 0.37704274713993075, "d0.dn_loss_bbox": 0.03920327294617891, "d0.dn_loss_iou": 0.3472925716638565, "d1.dn_loss_cls": 0.31009655803442, "d1.dn_loss_bbox": 0.025448600016534328, "d1.dn_loss_iou": 0.24689323782920838, "time": 0.6882906866073608, "epoch": 257, "iter": 18994, "memory": 7298, "step": 18994}
- {"coco/bbox_mAP": 0.733, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.871, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.704, "coco/bbox_mAP_l": 0.833, "data_time": 0.024847789244218307, "time": 0.04037854888222434, "step": 257}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27517486572265626, "loss": 4.459349045753479, "loss_cls": 0.3189083474874497, "loss_bbox": 0.025551281608641147, "loss_iou": 0.22128921747207642, "d0.loss_cls": 0.3775628066062927, "d0.loss_bbox": 0.028760491255670786, "d0.loss_iou": 0.24011863112449647, "d1.loss_cls": 0.32722650468349457, "d1.loss_bbox": 0.025489576105028392, "d1.loss_iou": 0.22075425058603287, "enc_loss_cls": 0.439277263879776, "enc_loss_bbox": 0.04514872413128614, "enc_loss_iou": 0.3624768126010895, "dn_loss_cls": 0.2967849028110504, "dn_loss_bbox": 0.024215440191328527, "dn_loss_iou": 0.23175766468048095, "d0.dn_loss_cls": 0.36316588819026946, "d0.dn_loss_bbox": 0.03661843121051788, "d0.dn_loss_iou": 0.3211770963668823, "d1.dn_loss_cls": 0.2981384140253067, "d1.dn_loss_bbox": 0.02414161030203104, "d1.dn_loss_iou": 0.23078573882579803, "time": 0.6607805871963501, "epoch": 258, "iter": 19068, "memory": 7298, "step": 19068}
- {"coco/bbox_mAP": 0.737, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.871, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.708, "coco/bbox_mAP_l": 0.835, "data_time": 0.024047721516002308, "time": 0.044967022809115326, "step": 258}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29594149589538576, "loss": 4.520144128799439, "loss_cls": 0.3265100425481796, "loss_bbox": 0.023598099034279583, "loss_iou": 0.23053845882415772, "d0.loss_cls": 0.3810395014286041, "d0.loss_bbox": 0.0267135675996542, "d0.loss_iou": 0.2496413254737854, "d1.loss_cls": 0.33842613458633425, "d1.loss_bbox": 0.02377524070441723, "d1.loss_iou": 0.22993525236845017, "enc_loss_cls": 0.4357050883769989, "enc_loss_bbox": 0.044482637643814084, "enc_loss_iou": 0.366154705286026, "dn_loss_cls": 0.3016274446249008, "dn_loss_bbox": 0.024665611945092678, "dn_loss_iou": 0.2388750383257866, "d0.dn_loss_cls": 0.35845044553279876, "d0.dn_loss_bbox": 0.03585270620882511, "d0.dn_loss_iou": 0.3196122819185257, "d1.dn_loss_cls": 0.30230924248695373, "d1.dn_loss_bbox": 0.024570647403597833, "d1.dn_loss_iou": 0.23766065686941146, "time": 0.6804519367218017, "epoch": 259, "iter": 19142, "memory": 7298, "step": 19142}
- {"coco/bbox_mAP": 0.734, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.871, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.706, "coco/bbox_mAP_l": 0.835, "data_time": 0.02384597604924982, "time": 0.040636387738314544, "step": 259}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2689800310134888, "loss": 4.4701231527328495, "loss_cls": 0.32054646909236906, "loss_bbox": 0.02335997508838773, "loss_iou": 0.2256933918595314, "d0.loss_cls": 0.3886863648891449, "d0.loss_bbox": 0.02643706267699599, "d0.loss_iou": 0.245422340631485, "d1.loss_cls": 0.3276999443769455, "d1.loss_bbox": 0.023270390033721923, "d1.loss_iou": 0.22427693992853165, "enc_loss_cls": 0.44021633982658387, "enc_loss_bbox": 0.04367071710526943, "enc_loss_iou": 0.363825763463974, "dn_loss_cls": 0.2986602205038071, "dn_loss_bbox": 0.023740556836128236, "dn_loss_iou": 0.230678029358387, "d0.dn_loss_cls": 0.35914490282535555, "d0.dn_loss_bbox": 0.03548962403088808, "d0.dn_loss_iou": 0.3168895986676216, "d1.dn_loss_cls": 0.29922919631004335, "d1.dn_loss_bbox": 0.023678752090781928, "d1.dn_loss_iou": 0.22950654625892639, "time": 0.6648861169815063, "epoch": 260, "iter": 19216, "memory": 7298, "step": 19216}
- {"coco/bbox_mAP": 0.738, "coco/bbox_mAP_50": 0.915, "coco/bbox_mAP_75": 0.871, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.709, "coco/bbox_mAP_l": 0.837, "data_time": 0.02745686877857555, "time": 0.04884119467301802, "step": 260}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2804449701309204, "loss": 4.506943717002868, "loss_cls": 0.32937848329544067, "loss_bbox": 0.0221233282238245, "loss_iou": 0.23374349653720855, "d0.loss_cls": 0.3841652601957321, "d0.loss_bbox": 0.023326809629797936, "d0.loss_iou": 0.2455265900492668, "d1.loss_cls": 0.3414326614141464, "d1.loss_bbox": 0.022024071775376797, "d1.loss_iou": 0.23226576238870622, "enc_loss_cls": 0.42091976940631864, "enc_loss_bbox": 0.03730220600962639, "enc_loss_iou": 0.34792381405830386, "dn_loss_cls": 0.30756109476089477, "dn_loss_bbox": 0.023283496461808682, "dn_loss_iou": 0.24332741200923919, "d0.dn_loss_cls": 0.3629664444923401, "d0.dn_loss_bbox": 0.034121676534414294, "d0.dn_loss_iou": 0.323569455742836, "d1.dn_loss_cls": 0.3068562787771225, "d1.dn_loss_bbox": 0.023190800063312055, "d1.dn_loss_iou": 0.24193483889102935, "time": 0.6514044475555419, "epoch": 261, "iter": 19290, "memory": 7298, "step": 19290}
- {"coco/bbox_mAP": 0.739, "coco/bbox_mAP_50": 0.919, "coco/bbox_mAP_75": 0.871, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.712, "coco/bbox_mAP_l": 0.837, "data_time": 0.023340463638305664, "time": 0.04421557079661976, "step": 261}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2811553764343262, "loss": 4.64792998790741, "loss_cls": 0.32784848630428315, "loss_bbox": 0.024564024452120067, "loss_iou": 0.24016955852508545, "d0.loss_cls": 0.39294337332248686, "d0.loss_bbox": 0.027346697561442854, "d0.loss_iou": 0.258320974111557, "d1.loss_cls": 0.33725530326366426, "d1.loss_bbox": 0.024750358536839486, "d1.loss_iou": 0.24002716660499573, "enc_loss_cls": 0.43261469781398776, "enc_loss_bbox": 0.04536109928041696, "enc_loss_iou": 0.39220878183841706, "dn_loss_cls": 0.306731076836586, "dn_loss_bbox": 0.025243401564657687, "dn_loss_iou": 0.24642007052898407, "d0.dn_loss_cls": 0.37009321093559266, "d0.dn_loss_bbox": 0.038235425651073456, "d0.dn_loss_iou": 0.3396043246984482, "d1.dn_loss_cls": 0.3076334601640701, "d1.dn_loss_bbox": 0.025176838673651218, "d1.dn_loss_iou": 0.2453816846013069, "time": 0.6682732391357422, "epoch": 262, "iter": 19364, "memory": 7298, "step": 19364}
- {"coco/bbox_mAP": 0.738, "coco/bbox_mAP_50": 0.919, "coco/bbox_mAP_75": 0.871, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.708, "coco/bbox_mAP_l": 0.837, "data_time": 0.02441880919716575, "time": 0.04047920487143777, "step": 262}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3004966354370117, "loss": 4.549807147979736, "loss_cls": 0.32683773815631867, "loss_bbox": 0.023540190178900956, "loss_iou": 0.2320087257027626, "d0.loss_cls": 0.3929590129852295, "d0.loss_bbox": 0.026443048268556594, "d0.loss_iou": 0.2501171687245369, "d1.loss_cls": 0.3359490329027176, "d1.loss_bbox": 0.023429408743977545, "d1.loss_iou": 0.23068785279989243, "enc_loss_cls": 0.44582673370838166, "enc_loss_bbox": 0.04458437021821737, "enc_loss_iou": 0.3750547015666962, "dn_loss_cls": 0.30071100473403933, "dn_loss_bbox": 0.024209972508251666, "dn_loss_iou": 0.23557254523038865, "d0.dn_loss_cls": 0.36386116087436676, "d0.dn_loss_bbox": 0.035733633637428285, "d0.dn_loss_iou": 0.3211608824133873, "d1.dn_loss_cls": 0.30241660952568056, "d1.dn_loss_bbox": 0.02415147449821234, "d1.dn_loss_iou": 0.23455184280872346, "time": 0.6721131515502929, "epoch": 263, "iter": 19438, "memory": 7298, "step": 19438}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.917, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.713, "coco/bbox_mAP_l": 0.837, "data_time": 0.02477099678733132, "time": 0.043839302929964935, "step": 263}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3034414005279541, "loss": 4.509513492584229, "loss_cls": 0.3283842569589615, "loss_bbox": 0.02418148659169674, "loss_iou": 0.232282811999321, "d0.loss_cls": 0.3796295189857483, "d0.loss_bbox": 0.02733786765486002, "d0.loss_iou": 0.2526584795117378, "d1.loss_cls": 0.3319304382801056, "d1.loss_bbox": 0.024478025343269108, "d1.loss_iou": 0.23211604505777358, "enc_loss_cls": 0.43740001499652864, "enc_loss_bbox": 0.043679151982069016, "enc_loss_iou": 0.36159043073654173, "dn_loss_cls": 0.30026655554771425, "dn_loss_bbox": 0.023866757974028586, "dn_loss_iou": 0.23501393646001817, "d0.dn_loss_cls": 0.3608611625432968, "d0.dn_loss_bbox": 0.036012385562062266, "d0.dn_loss_iou": 0.3202367106080055, "d1.dn_loss_cls": 0.2996635389328003, "d1.dn_loss_bbox": 0.023797560557723044, "d1.dn_loss_iou": 0.23412638336420058, "time": 0.6765773344039917, "epoch": 264, "iter": 19512, "memory": 7298, "step": 19512}
- {"coco/bbox_mAP": 0.746, "coco/bbox_mAP_50": 0.916, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.713, "coco/bbox_mAP_l": 0.853, "data_time": 0.024828303943980824, "time": 0.04146439378911799, "step": 264}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.32541110038757326, "loss": 4.652131595611572, "loss_cls": 0.33355457544326783, "loss_bbox": 0.022977137565612794, "loss_iou": 0.23687402427196502, "d0.loss_cls": 0.400164230465889, "d0.loss_bbox": 0.025486428961157798, "d0.loss_iou": 0.25541843503713607, "d1.loss_cls": 0.34688287913799287, "d1.loss_bbox": 0.02281815905123949, "d1.loss_iou": 0.23510389745235444, "enc_loss_cls": 0.44869755148887636, "enc_loss_bbox": 0.04159091252833605, "enc_loss_iou": 0.3743972444534302, "dn_loss_cls": 0.30983365535736085, "dn_loss_bbox": 0.025544754303991793, "dn_loss_iou": 0.24993020713329314, "d0.dn_loss_cls": 0.36798886835575106, "d0.dn_loss_bbox": 0.03717086941003799, "d0.dn_loss_iou": 0.33523395895957947, "d1.dn_loss_cls": 0.3088352817296982, "d1.dn_loss_bbox": 0.025420217700302603, "d1.dn_loss_iou": 0.24820832997560502, "time": 0.7180291557312012, "epoch": 265, "iter": 19586, "memory": 7298, "step": 19586}
- {"coco/bbox_mAP": 0.746, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.712, "coco/bbox_mAP_l": 0.853, "data_time": 0.023279753598299893, "time": 0.039555137807672676, "step": 265}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2907978916168213, "loss": 4.497247948646545, "loss_cls": 0.32749895125627515, "loss_bbox": 0.022223574705421925, "loss_iou": 0.21996921211481094, "d0.loss_cls": 0.3871630173921585, "d0.loss_bbox": 0.026740519534796475, "d0.loss_iou": 0.24592418491840362, "d1.loss_cls": 0.3342535474896431, "d1.loss_bbox": 0.022263343408703805, "d1.loss_iou": 0.21928514212369918, "enc_loss_cls": 0.441508612036705, "enc_loss_bbox": 0.046122141554951666, "enc_loss_iou": 0.3622849529981613, "dn_loss_cls": 0.30013690412044525, "dn_loss_bbox": 0.024215412233024834, "dn_loss_iou": 0.23263101935386657, "d0.dn_loss_cls": 0.3642792063951492, "d0.dn_loss_bbox": 0.037971747145056724, "d0.dn_loss_iou": 0.32710158556699753, "d1.dn_loss_cls": 0.3002647918462753, "d1.dn_loss_bbox": 0.024135223645716904, "d1.dn_loss_iou": 0.23127488285303116, "time": 0.6654675769805908, "epoch": 266, "iter": 19660, "memory": 7298, "step": 19660}
- {"coco/bbox_mAP": 0.746, "coco/bbox_mAP_50": 0.917, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.714, "coco/bbox_mAP_l": 0.854, "data_time": 0.029999256134033203, "time": 0.05032274939797141, "step": 266}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28604424953460694, "loss": 4.5173926401138305, "loss_cls": 0.31720788657665255, "loss_bbox": 0.026088741570711137, "loss_iou": 0.23087574690580367, "d0.loss_cls": 0.3848674464225769, "d0.loss_bbox": 0.030085455309599638, "d0.loss_iou": 0.24935386717319488, "d1.loss_cls": 0.3301332229375839, "d1.loss_bbox": 0.026820003651082516, "d1.loss_iou": 0.22964252918958664, "enc_loss_cls": 0.42834554314613343, "enc_loss_bbox": 0.04747439820319414, "enc_loss_iou": 0.3706555500626564, "dn_loss_cls": 0.30031759351491927, "dn_loss_bbox": 0.0234676668420434, "dn_loss_iou": 0.23457984119653702, "d0.dn_loss_cls": 0.36744441151618956, "d0.dn_loss_bbox": 0.03614117443561554, "d0.dn_loss_iou": 0.3253828239440918, "d1.dn_loss_cls": 0.3015735730528831, "d1.dn_loss_bbox": 0.023393299244344235, "d1.dn_loss_iou": 0.23354189574718476, "time": 0.6656360673904419, "epoch": 267, "iter": 19734, "memory": 7298, "step": 19734}
- {"coco/bbox_mAP": 0.746, "coco/bbox_mAP_50": 0.917, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.714, "coco/bbox_mAP_l": 0.854, "data_time": 0.023567004637284714, "time": 0.04223374886946245, "step": 267}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2742762565612793, "loss": 4.4205999755859375, "loss_cls": 0.3208170640468597, "loss_bbox": 0.02168152004480362, "loss_iou": 0.22341351807117463, "d0.loss_cls": 0.3794330769777298, "d0.loss_bbox": 0.02480435473844409, "d0.loss_iou": 0.2390944653749466, "d1.loss_cls": 0.32648171961307526, "d1.loss_bbox": 0.021734595987945794, "d1.loss_iou": 0.2225028732419014, "enc_loss_cls": 0.4275652313232422, "enc_loss_bbox": 0.040967626646161076, "enc_loss_iou": 0.3483252876996994, "dn_loss_cls": 0.3006637156009674, "dn_loss_bbox": 0.02346584863960743, "dn_loss_iou": 0.2329798474907875, "d0.dn_loss_cls": 0.36037367701530454, "d0.dn_loss_bbox": 0.034925220273435115, "d0.dn_loss_iou": 0.31583231806755063, "d1.dn_loss_cls": 0.30053928852081296, "d1.dn_loss_bbox": 0.023362117074429988, "d1.dn_loss_iou": 0.23163660615682602, "time": 0.6651689577102661, "epoch": 268, "iter": 19808, "memory": 7298, "step": 19808}
- {"coco/bbox_mAP": 0.746, "coco/bbox_mAP_50": 0.917, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.714, "coco/bbox_mAP_l": 0.854, "data_time": 0.021558804945512253, "time": 0.04284032908352939, "step": 268}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2820889663696289, "loss": 4.44048620223999, "loss_cls": 0.3158042341470718, "loss_bbox": 0.024143921714276075, "loss_iou": 0.22918946117162706, "d0.loss_cls": 0.3763306003808975, "d0.loss_bbox": 0.0270756696164608, "d0.loss_iou": 0.24607057839632035, "d1.loss_cls": 0.3268955171108246, "d1.loss_bbox": 0.025445614606142045, "d1.loss_iou": 0.22917281746864318, "enc_loss_cls": 0.42191742062568666, "enc_loss_bbox": 0.04285638276487589, "enc_loss_iou": 0.3513588464260101, "dn_loss_cls": 0.29891277134418487, "dn_loss_bbox": 0.023086465634405612, "dn_loss_iou": 0.2330625346302986, "d0.dn_loss_cls": 0.36117349863052367, "d0.dn_loss_bbox": 0.0348149798065424, "d0.dn_loss_iou": 0.3192219722270966, "d1.dn_loss_cls": 0.2994978684186935, "d1.dn_loss_bbox": 0.022988465782254934, "d1.dn_loss_iou": 0.23146648854017257, "time": 0.6686066865921021, "epoch": 269, "iter": 19882, "memory": 7298, "step": 19882}
- {"coco/bbox_mAP": 0.746, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.714, "coco/bbox_mAP_l": 0.854, "data_time": 0.026183583519675514, "time": 0.042563590136441315, "step": 269}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2933144807815552, "loss": 4.4734406089782714, "loss_cls": 0.31491170287132264, "loss_bbox": 0.022553432881832123, "loss_iou": 0.22969548285007477, "d0.loss_cls": 0.38225429475307465, "d0.loss_bbox": 0.026552115809172393, "d0.loss_iou": 0.25046757370233536, "d1.loss_cls": 0.32434131085872653, "d1.loss_bbox": 0.023767900206148624, "d1.loss_iou": 0.23145222544670105, "enc_loss_cls": 0.44270761907100675, "enc_loss_bbox": 0.041945972479879856, "enc_loss_iou": 0.35964484840631483, "dn_loss_cls": 0.29896100103855133, "dn_loss_bbox": 0.02397432193160057, "dn_loss_iou": 0.23566664189100264, "d0.dn_loss_cls": 0.3577747339010239, "d0.dn_loss_bbox": 0.03422452889382839, "d0.dn_loss_iou": 0.31323352187871933, "d1.dn_loss_cls": 0.30050332099199295, "d1.dn_loss_bbox": 0.023926352709531785, "d1.dn_loss_iou": 0.23488166332244872, "time": 0.6823984622955322, "epoch": 270, "iter": 19956, "memory": 7298, "step": 19956}
- {"coco/bbox_mAP": 0.745, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.714, "coco/bbox_mAP_l": 0.854, "data_time": 0.025022961876609108, "time": 0.04319433732466264, "step": 270}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30341575145721433, "loss": 4.539790644645691, "loss_cls": 0.3237393137812614, "loss_bbox": 0.023069407120347024, "loss_iou": 0.2371784207224846, "d0.loss_cls": 0.3764835250377655, "d0.loss_bbox": 0.02601207260042429, "d0.loss_iou": 0.25245657861232756, "d1.loss_cls": 0.3314721223711967, "d1.loss_bbox": 0.02325278727337718, "d1.loss_iou": 0.2359281462430954, "enc_loss_cls": 0.43293301582336424, "enc_loss_bbox": 0.043494509123265745, "enc_loss_iou": 0.3661431223154068, "dn_loss_cls": 0.30595916509628296, "dn_loss_bbox": 0.02381185084581375, "dn_loss_iou": 0.2439281564950943, "d0.dn_loss_cls": 0.36234781563282015, "d0.dn_loss_bbox": 0.03574357084929943, "d0.dn_loss_iou": 0.3245352602005005, "d1.dn_loss_cls": 0.30552543252706527, "d1.dn_loss_bbox": 0.023710640594363213, "d1.dn_loss_iou": 0.24206585586071014, "time": 0.6924436330795288, "epoch": 271, "iter": 20030, "memory": 7298, "step": 20030}
- {"coco/bbox_mAP": 0.747, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.715, "coco/bbox_mAP_l": 0.855, "data_time": 0.023528662594881924, "time": 0.041284582831642845, "step": 271}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2789313888549805, "loss": 4.456728549003601, "loss_cls": 0.3161865770816803, "loss_bbox": 0.02461488688364625, "loss_iou": 0.22782420635223388, "d0.loss_cls": 0.37889979481697084, "d0.loss_bbox": 0.027622417509555817, "d0.loss_iou": 0.2439016133546829, "d1.loss_cls": 0.32189998030662537, "d1.loss_bbox": 0.024765638075768946, "d1.loss_iou": 0.22615376561880113, "enc_loss_cls": 0.43240452647209165, "enc_loss_bbox": 0.04464663546532392, "enc_loss_iou": 0.367274272441864, "dn_loss_cls": 0.29951841205358504, "dn_loss_bbox": 0.02391756184399128, "dn_loss_iou": 0.23415491580963135, "d0.dn_loss_cls": 0.357544304728508, "d0.dn_loss_bbox": 0.03519961137324572, "d0.dn_loss_iou": 0.3156870812177658, "d1.dn_loss_cls": 0.29880508452653887, "d1.dn_loss_bbox": 0.023772776667028664, "d1.dn_loss_iou": 0.23193440556526185, "time": 0.6751324701309204, "epoch": 272, "iter": 20104, "memory": 7298, "step": 20104}
- {"coco/bbox_mAP": 0.747, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.715, "coco/bbox_mAP_l": 0.854, "data_time": 0.027871782129461117, "time": 0.04803351922468706, "step": 272}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2906306600570679, "loss": 4.436073203086853, "loss_cls": 0.3179322648048401, "loss_bbox": 0.021335818096995352, "loss_iou": 0.22433893769979477, "d0.loss_cls": 0.378860182762146, "d0.loss_bbox": 0.024125288836658, "d0.loss_iou": 0.23917370170354843, "d1.loss_cls": 0.32885150849819184, "d1.loss_bbox": 0.021219336502254008, "d1.loss_iou": 0.22234605759382248, "enc_loss_cls": 0.42591065883636475, "enc_loss_bbox": 0.040994696207344535, "enc_loss_iou": 0.3574517047405243, "dn_loss_cls": 0.30063470244407653, "dn_loss_bbox": 0.022948732823133467, "dn_loss_iou": 0.2353538453578949, "d0.dn_loss_cls": 0.36186716973781585, "d0.dn_loss_bbox": 0.034612630754709245, "d0.dn_loss_iou": 0.31905485451221466, "d1.dn_loss_cls": 0.302806641459465, "d1.dn_loss_bbox": 0.022837994769215584, "d1.dn_loss_iou": 0.2334164473414421, "time": 0.6804699325561523, "epoch": 273, "iter": 20178, "memory": 7298, "step": 20178}
- {"coco/bbox_mAP": 0.747, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.715, "coco/bbox_mAP_l": 0.854, "data_time": 0.024274457584727894, "time": 0.041243921626697884, "step": 273}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2770651578903198, "loss": 4.380647702217102, "loss_cls": 0.3195386153459549, "loss_bbox": 0.0216972697339952, "loss_iou": 0.22324687659740447, "d0.loss_cls": 0.37315145671367644, "d0.loss_bbox": 0.02470280323177576, "d0.loss_iou": 0.2379339438676834, "d1.loss_cls": 0.32155765771865846, "d1.loss_bbox": 0.02145336464047432, "d1.loss_iou": 0.22336998105049133, "enc_loss_cls": 0.41868951082229616, "enc_loss_bbox": 0.04026134211570025, "enc_loss_iou": 0.34490135312080383, "dn_loss_cls": 0.29984241545200346, "dn_loss_bbox": 0.023318222891539335, "dn_loss_iou": 0.23107840925455092, "d0.dn_loss_cls": 0.35758169770240783, "d0.dn_loss_bbox": 0.033980199247598646, "d0.dn_loss_iou": 0.311804855465889, "d1.dn_loss_cls": 0.29954576790332793, "d1.dn_loss_bbox": 0.023233456686139107, "d1.dn_loss_iou": 0.22975852876901626, "time": 0.6708179998397827, "epoch": 274, "iter": 20252, "memory": 7298, "step": 20252}
- {"coco/bbox_mAP": 0.747, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.715, "coco/bbox_mAP_l": 0.854, "data_time": 0.024681243029507725, "time": 0.04153591936284846, "step": 274}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2729935646057129, "loss": 4.394545226097107, "loss_cls": 0.315871741771698, "loss_bbox": 0.02199551759287715, "loss_iou": 0.22404653280973436, "d0.loss_cls": 0.37733454287052154, "d0.loss_bbox": 0.024658220745623113, "d0.loss_iou": 0.2362263035774231, "d1.loss_cls": 0.3247975301742554, "d1.loss_bbox": 0.022000207509845496, "d1.loss_iou": 0.22273574739694596, "enc_loss_cls": 0.4266194701194763, "enc_loss_bbox": 0.042654372677206995, "enc_loss_iou": 0.3522994458675385, "dn_loss_cls": 0.2989464682340622, "dn_loss_bbox": 0.022407641503959894, "dn_loss_iou": 0.22918796837329863, "d0.dn_loss_cls": 0.35927260160446167, "d0.dn_loss_bbox": 0.033705109618604186, "d0.dn_loss_iou": 0.31029248535633086, "d1.dn_loss_cls": 0.2991472718119621, "d1.dn_loss_bbox": 0.022338069044053555, "d1.dn_loss_iou": 0.22800799190998078, "time": 0.6610019207000732, "epoch": 275, "iter": 20326, "memory": 7298, "step": 20326}
- {"coco/bbox_mAP": 0.746, "coco/bbox_mAP_50": 0.917, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.714, "coco/bbox_mAP_l": 0.855, "data_time": 0.023918520320545544, "time": 0.040246009826660156, "step": 275}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28684406280517577, "loss": 4.391118268966675, "loss_cls": 0.3179000526666641, "loss_bbox": 0.021233145035803317, "loss_iou": 0.22413669437170028, "d0.loss_cls": 0.3666056567430496, "d0.loss_bbox": 0.02346000535413623, "d0.loss_iou": 0.240186707675457, "d1.loss_cls": 0.32441938996315, "d1.loss_bbox": 0.02112090937793255, "d1.loss_iou": 0.22235154539346694, "enc_loss_cls": 0.4199571633338928, "enc_loss_bbox": 0.03742958072572947, "enc_loss_iou": 0.33650578022003175, "dn_loss_cls": 0.3045538330078125, "dn_loss_bbox": 0.02330850552767515, "dn_loss_iou": 0.23291605591773987, "d0.dn_loss_cls": 0.36250276029109957, "d0.dn_loss_bbox": 0.03483979914337396, "d0.dn_loss_iou": 0.31977989614009855, "d1.dn_loss_cls": 0.3034058350324631, "d1.dn_loss_bbox": 0.023206630498170854, "d1.dn_loss_iou": 0.23129831850528718, "time": 0.6606269311904908, "epoch": 276, "iter": 20400, "memory": 7298, "step": 20400}
- {"coco/bbox_mAP": 0.745, "coco/bbox_mAP_50": 0.917, "coco/bbox_mAP_75": 0.854, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.713, "coco/bbox_mAP_l": 0.854, "data_time": 0.026144482872702858, "time": 0.042774070392955436, "step": 276}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29880447387695314, "loss": 4.4931705284118655, "loss_cls": 0.3307593953609467, "loss_bbox": 0.02223620317876339, "loss_iou": 0.2292568066716194, "d0.loss_cls": 0.3830156868696213, "d0.loss_bbox": 0.024672296345233918, "d0.loss_iou": 0.24418103754520415, "d1.loss_cls": 0.33928356170654295, "d1.loss_bbox": 0.0220535503141582, "d1.loss_iou": 0.22723252788186074, "enc_loss_cls": 0.4261528927087784, "enc_loss_bbox": 0.040588384233415126, "enc_loss_iou": 0.35331767678260806, "dn_loss_cls": 0.30323449850082396, "dn_loss_bbox": 0.023718260545283556, "dn_loss_iou": 0.236982783973217, "d0.dn_loss_cls": 0.3642952609062195, "d0.dn_loss_bbox": 0.03526334457099438, "d0.dn_loss_iou": 0.3235655400156975, "d1.dn_loss_cls": 0.3039905533194542, "d1.dn_loss_bbox": 0.023632585518062115, "d1.dn_loss_iou": 0.23573763072490692, "time": 0.6862266778945922, "epoch": 277, "iter": 20474, "memory": 7298, "step": 20474}
- {"coco/bbox_mAP": 0.746, "coco/bbox_mAP_50": 0.917, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.715, "coco/bbox_mAP_l": 0.854, "data_time": 0.027034521102905273, "time": 0.04652833938598633, "step": 277}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2727099180221558, "loss": 4.402228283882141, "loss_cls": 0.31051463037729266, "loss_bbox": 0.021107009127736092, "loss_iou": 0.22305370420217513, "d0.loss_cls": 0.3763681834936142, "d0.loss_bbox": 0.023826774619519712, "d0.loss_iou": 0.24132213830947877, "d1.loss_cls": 0.3176892656087875, "d1.loss_bbox": 0.021175745483487843, "d1.loss_iou": 0.22142303854227066, "enc_loss_cls": 0.4235526913404465, "enc_loss_bbox": 0.039442975148558615, "enc_loss_iou": 0.3498651081323624, "dn_loss_cls": 0.2986315855383873, "dn_loss_bbox": 0.023377707470208408, "dn_loss_iou": 0.23644227355718614, "d0.dn_loss_cls": 0.3616223901510239, "d0.dn_loss_bbox": 0.03440004162490368, "d0.dn_loss_iou": 0.3204305505752563, "d1.dn_loss_cls": 0.29961027443408966, "d1.dn_loss_bbox": 0.023292843401432037, "d1.dn_loss_iou": 0.2350793722271919, "time": 0.6504881858825684, "epoch": 278, "iter": 20548, "memory": 7298, "step": 20548}
- {"coco/bbox_mAP": 0.744, "coco/bbox_mAP_50": 0.917, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.713, "coco/bbox_mAP_l": 0.852, "data_time": 0.02908114953474565, "time": 0.049095500599254265, "step": 278}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29030691146850585, "loss": 4.382211980819702, "loss_cls": 0.328779079914093, "loss_bbox": 0.022875046245753764, "loss_iou": 0.22173873364925384, "d0.loss_cls": 0.3795623606443405, "d0.loss_bbox": 0.02462504379451275, "d0.loss_iou": 0.23354093223810196, "d1.loss_cls": 0.32965996623039245, "d1.loss_bbox": 0.022940922770649196, "d1.loss_iou": 0.22030468970537187, "enc_loss_cls": 0.41285048246383665, "enc_loss_bbox": 0.03873266067355871, "enc_loss_iou": 0.33692142844200135, "dn_loss_cls": 0.3010092681646347, "dn_loss_bbox": 0.022635136414319277, "dn_loss_iou": 0.23211411118507386, "d0.dn_loss_cls": 0.35720759630203247, "d0.dn_loss_bbox": 0.03304925084114075, "d0.dn_loss_iou": 0.31111001342535016, "d1.dn_loss_cls": 0.29957338750362394, "d1.dn_loss_bbox": 0.02254159651696682, "d1.dn_loss_iou": 0.23044024050235748, "time": 0.667539587020874, "epoch": 279, "iter": 20622, "memory": 7298, "step": 20622}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.916, "coco/bbox_mAP_75": 0.853, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.708, "coco/bbox_mAP_l": 0.852, "data_time": 0.026425600051879883, "time": 0.04554908925836736, "step": 279}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2882836866378784, "loss": 4.397170219421387, "loss_cls": 0.3132255733013153, "loss_bbox": 0.021565275620669126, "loss_iou": 0.22062727063894272, "d0.loss_cls": 0.3856738203763962, "d0.loss_bbox": 0.024587542302906513, "d0.loss_iou": 0.23971714317798615, "d1.loss_cls": 0.31918557852506635, "d1.loss_bbox": 0.021485110241919757, "d1.loss_iou": 0.21948700338602067, "enc_loss_cls": 0.4237717622518539, "enc_loss_bbox": 0.04171777281910181, "enc_loss_iou": 0.3513220477104187, "dn_loss_cls": 0.29470455676317214, "dn_loss_bbox": 0.023662071451544763, "dn_loss_iou": 0.22944625318050385, "d0.dn_loss_cls": 0.36157812535762784, "d0.dn_loss_bbox": 0.0367263338714838, "d0.dn_loss_iou": 0.32139778673648833, "d1.dn_loss_cls": 0.2953456950187683, "d1.dn_loss_bbox": 0.023586137033998967, "d1.dn_loss_iou": 0.22835736513137816, "time": 0.6914879655838013, "epoch": 280, "iter": 20696, "memory": 7298, "step": 20696}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.916, "coco/bbox_mAP_75": 0.852, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.852, "data_time": 0.024465409192171963, "time": 0.04261816631663929, "step": 280}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27103944301605226, "loss": 4.265338163375855, "loss_cls": 0.30818789660930634, "loss_bbox": 0.02356134932488203, "loss_iou": 0.2082629370689392, "d0.loss_cls": 0.3704599243402481, "d0.loss_bbox": 0.026352039612829684, "d0.loss_iou": 0.22746275782585143, "d1.loss_cls": 0.3100736212730408, "d1.loss_bbox": 0.024840404037386177, "d1.loss_iou": 0.209666865170002, "enc_loss_cls": 0.41806020617485046, "enc_loss_bbox": 0.044191740229725836, "enc_loss_iou": 0.34284875988960267, "dn_loss_cls": 0.2875269728899002, "dn_loss_bbox": 0.023797687068581583, "dn_loss_iou": 0.2170099800825119, "d0.dn_loss_cls": 0.35367908954620364, "d0.dn_loss_bbox": 0.036003127545118335, "d0.dn_loss_iou": 0.3036327773332596, "d1.dn_loss_cls": 0.28967712700366977, "d1.dn_loss_bbox": 0.02374101810157299, "d1.dn_loss_iou": 0.21630189031362534, "time": 0.6565639114379883, "epoch": 281, "iter": 20770, "memory": 7298, "step": 20770}
- {"coco/bbox_mAP": 0.744, "coco/bbox_mAP_50": 0.916, "coco/bbox_mAP_75": 0.872, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.713, "coco/bbox_mAP_l": 0.852, "data_time": 0.030515519055453213, "time": 0.05224540016867898, "step": 281}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2897076320648193, "loss": 4.3677027225494385, "loss_cls": 0.31297985315322874, "loss_bbox": 0.021526379864662885, "loss_iou": 0.227049141228199, "d0.loss_cls": 0.36471408188343046, "d0.loss_bbox": 0.023193239383399487, "d0.loss_iou": 0.2360047295689583, "d1.loss_cls": 0.31670208275318146, "d1.loss_bbox": 0.021508516296744346, "d1.loss_iou": 0.22629456520080565, "enc_loss_cls": 0.4143220102787018, "enc_loss_bbox": 0.03811716701835394, "enc_loss_iou": 0.3412399834394455, "dn_loss_cls": 0.3004313385486603, "dn_loss_bbox": 0.02221484836190939, "dn_loss_iou": 0.23622528105974197, "d0.dn_loss_cls": 0.35992613971233367, "d0.dn_loss_bbox": 0.03239270690828562, "d0.dn_loss_iou": 0.3161494302749634, "d1.dn_loss_cls": 0.29994593024253846, "d1.dn_loss_bbox": 0.022111807949841022, "d1.dn_loss_iou": 0.23465342909097672, "time": 0.6650605440139771, "epoch": 282, "iter": 20844, "memory": 7298, "step": 20844}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.916, "coco/bbox_mAP_75": 0.852, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.71, "coco/bbox_mAP_l": 0.852, "data_time": 0.026608098636973988, "time": 0.04443281347101385, "step": 282}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3049571371078491, "loss": 4.513495516777039, "loss_cls": 0.32907545268535615, "loss_bbox": 0.023112615142017602, "loss_iou": 0.2300960648059845, "d0.loss_cls": 0.39340087652206424, "d0.loss_bbox": 0.024898130185902118, "d0.loss_iou": 0.24323006063699723, "d1.loss_cls": 0.3384787571430206, "d1.loss_bbox": 0.022339719403535126, "d1.loss_iou": 0.2278832694888115, "enc_loss_cls": 0.43127236306667327, "enc_loss_bbox": 0.04241960752755403, "enc_loss_iou": 0.3607954043149948, "dn_loss_cls": 0.3017052388191223, "dn_loss_bbox": 0.02388909926638007, "dn_loss_iou": 0.2391241806745529, "d0.dn_loss_cls": 0.3626078861951828, "d0.dn_loss_bbox": 0.03527809590101242, "d0.dn_loss_iou": 0.3207747858762741, "d1.dn_loss_cls": 0.30172745645046234, "d1.dn_loss_bbox": 0.023800879046320916, "d1.dn_loss_iou": 0.23758566588163377, "time": 0.6920687055587769, "epoch": 283, "iter": 20918, "memory": 7298, "step": 20918}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.916, "coco/bbox_mAP_75": 0.851, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.708, "coco/bbox_mAP_l": 0.852, "data_time": 0.024971290068192917, "time": 0.0413736646825617, "step": 283}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2873649883270264, "loss": 4.427594742774963, "loss_cls": 0.31713456332683565, "loss_bbox": 0.022380424942821265, "loss_iou": 0.22126174658536912, "d0.loss_cls": 0.3780003887414932, "d0.loss_bbox": 0.02535383675247431, "d0.loss_iou": 0.23989936023950575, "d1.loss_cls": 0.32289534687995913, "d1.loss_bbox": 0.022715053241699933, "d1.loss_iou": 0.220810926258564, "enc_loss_cls": 0.4261003464460373, "enc_loss_bbox": 0.042336739487946036, "enc_loss_iou": 0.36025823533535006, "dn_loss_cls": 0.30076454758644106, "dn_loss_bbox": 0.023378758896142243, "dn_loss_iou": 0.23206301420927047, "d0.dn_loss_cls": 0.3622968065738678, "d0.dn_loss_bbox": 0.03547816202044487, "d0.dn_loss_iou": 0.32121423780918124, "d1.dn_loss_cls": 0.2989873546361923, "d1.dn_loss_bbox": 0.023299425337463618, "d1.dn_loss_iou": 0.23096538901329042, "time": 0.6707127285003662, "epoch": 284, "iter": 20992, "memory": 7298, "step": 20992}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.916, "coco/bbox_mAP_75": 0.852, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.709, "coco/bbox_mAP_l": 0.853, "data_time": 0.023809086192737926, "time": 0.04422450065612793, "step": 284}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29442452430725097, "loss": 4.456220188140869, "loss_cls": 0.3303693473339081, "loss_bbox": 0.024472232814878224, "loss_iou": 0.22665130972862244, "d0.loss_cls": 0.37981798470020295, "d0.loss_bbox": 0.024965722970664503, "d0.loss_iou": 0.242465500831604, "d1.loss_cls": 0.3367397266626358, "d1.loss_bbox": 0.024306547250598668, "d1.loss_iou": 0.22419947504997254, "enc_loss_cls": 0.4246854382753372, "enc_loss_bbox": 0.039384770616889, "enc_loss_iou": 0.34161363303661346, "dn_loss_cls": 0.30307993918657306, "dn_loss_bbox": 0.022821415700018405, "dn_loss_iou": 0.23401584804058076, "d0.dn_loss_cls": 0.36370970189571383, "d0.dn_loss_bbox": 0.03422232184559107, "d0.dn_loss_iou": 0.3219301623106003, "d1.dn_loss_cls": 0.30226877719163897, "d1.dn_loss_bbox": 0.022700555864721538, "d1.dn_loss_iou": 0.23179979205131532, "time": 0.6888357257843017, "epoch": 285, "iter": 21066, "memory": 7298, "step": 21066}
- {"coco/bbox_mAP": 0.743, "coco/bbox_mAP_50": 0.917, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.713, "coco/bbox_mAP_l": 0.853, "data_time": 0.027917081659490414, "time": 0.051472685553810814, "step": 285}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2951709938049316, "loss": 4.419222202301025, "loss_cls": 0.3206667691469193, "loss_bbox": 0.024033056013286112, "loss_iou": 0.22297951698303223, "d0.loss_cls": 0.382151260972023, "d0.loss_bbox": 0.027276042960584165, "d0.loss_iou": 0.24104187667369842, "d1.loss_cls": 0.32583962559700014, "d1.loss_bbox": 0.023996920622885227, "d1.loss_iou": 0.22229263186454773, "enc_loss_cls": 0.4351696038246155, "enc_loss_bbox": 0.04292192202061415, "enc_loss_iou": 0.36096097350120543, "dn_loss_cls": 0.2951536452770233, "dn_loss_bbox": 0.022538020573556423, "dn_loss_iou": 0.22537510067224503, "d0.dn_loss_cls": 0.3573835617303848, "d0.dn_loss_bbox": 0.03487612128257751, "d0.dn_loss_iou": 0.3111662924289703, "d1.dn_loss_cls": 0.29636390388011935, "d1.dn_loss_bbox": 0.02248125948011875, "d1.dn_loss_iou": 0.22455404251813887, "time": 0.6880060958862305, "epoch": 286, "iter": 21140, "memory": 7298, "step": 21140}
- {"coco/bbox_mAP": 0.743, "coco/bbox_mAP_50": 0.917, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.713, "coco/bbox_mAP_l": 0.853, "data_time": 0.02470031651583585, "time": 0.04263680631464178, "step": 286}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2835897970199585, "loss": 4.411000280380249, "loss_cls": 0.31159808427095415, "loss_bbox": 0.023454530332237482, "loss_iou": 0.2260484504699707, "d0.loss_cls": 0.3753870278596878, "d0.loss_bbox": 0.026942290756851436, "d0.loss_iou": 0.24419929653406144, "d1.loss_cls": 0.323255090713501, "d1.loss_bbox": 0.024383042622357607, "d1.loss_iou": 0.22556133210659027, "enc_loss_cls": 0.42963306963443754, "enc_loss_bbox": 0.044030756242573264, "enc_loss_iou": 0.3600777298212051, "dn_loss_cls": 0.2960431441664696, "dn_loss_bbox": 0.02280614722520113, "dn_loss_iou": 0.22906209856271745, "d0.dn_loss_cls": 0.35627924025058744, "d0.dn_loss_bbox": 0.03337323043495417, "d0.dn_loss_iou": 0.31013385772705077, "d1.dn_loss_cls": 0.29790570080280304, "d1.dn_loss_bbox": 0.02275167154148221, "d1.dn_loss_iou": 0.22807444721460343, "time": 0.6771228504180908, "epoch": 287, "iter": 21214, "memory": 7298, "step": 21214}
- {"coco/bbox_mAP": 0.745, "coco/bbox_mAP_50": 0.917, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.715, "coco/bbox_mAP_l": 0.853, "data_time": 0.02458134564486417, "time": 0.04189400239424272, "step": 287}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29345781803131105, "loss": 4.462630276679993, "loss_cls": 0.32327390134334566, "loss_bbox": 0.023126823846250772, "loss_iou": 0.22940072864294053, "d0.loss_cls": 0.3830925130844116, "d0.loss_bbox": 0.02546155747026205, "d0.loss_iou": 0.2434848827123642, "d1.loss_cls": 0.32961997151374817, "d1.loss_bbox": 0.023345513027161358, "d1.loss_iou": 0.22958396196365358, "enc_loss_cls": 0.427289274930954, "enc_loss_bbox": 0.041251607351005075, "enc_loss_iou": 0.3579061689972878, "dn_loss_cls": 0.3017815601825714, "dn_loss_bbox": 0.02282908037304878, "dn_loss_iou": 0.23416502833366393, "d0.dn_loss_cls": 0.36014173567295077, "d0.dn_loss_bbox": 0.033909863345324996, "d0.dn_loss_iou": 0.31551455169916154, "d1.dn_loss_cls": 0.30210955619812013, "d1.dn_loss_bbox": 0.022723987735807895, "d1.dn_loss_iou": 0.23261802464723588, "time": 0.6804067802429199, "epoch": 288, "iter": 21288, "memory": 7298, "step": 21288}
- {"coco/bbox_mAP": 0.743, "coco/bbox_mAP_50": 0.916, "coco/bbox_mAP_75": 0.852, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.711, "coco/bbox_mAP_l": 0.853, "data_time": 0.025817697698419743, "time": 0.04379712451588024, "step": 288}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30403579711914064, "loss": 4.257799777984619, "loss_cls": 0.3019038915634155, "loss_bbox": 0.020415586046874525, "loss_iou": 0.21730863571166992, "d0.loss_cls": 0.356250011920929, "d0.loss_bbox": 0.023429637104272844, "d0.loss_iou": 0.2356121176481247, "d1.loss_cls": 0.30581010550260546, "d1.loss_bbox": 0.02041775967925787, "d1.loss_iou": 0.2169137990474701, "enc_loss_cls": 0.4160209649801254, "enc_loss_bbox": 0.03672193203121424, "enc_loss_iou": 0.33787602186203003, "dn_loss_cls": 0.2904102090001106, "dn_loss_bbox": 0.021611525248736142, "dn_loss_iou": 0.22413686990737916, "d0.dn_loss_cls": 0.35491464138031004, "d0.dn_loss_bbox": 0.032635690085589884, "d0.dn_loss_iou": 0.30914509803056717, "d1.dn_loss_cls": 0.2915812075138092, "d1.dn_loss_bbox": 0.021552647892385722, "d1.dn_loss_iou": 0.2231314715743065, "time": 0.7008530282974244, "epoch": 289, "iter": 21362, "memory": 7298, "step": 21362}
- {"coco/bbox_mAP": 0.743, "coco/bbox_mAP_50": 0.917, "coco/bbox_mAP_75": 0.853, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.712, "coco/bbox_mAP_l": 0.853, "data_time": 0.027955337004228073, "time": 0.047086238861083984, "step": 289}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30786838531494143, "loss": 4.320024600028992, "loss_cls": 0.309605932533741, "loss_bbox": 0.02447133231908083, "loss_iou": 0.21804047405719756, "d0.loss_cls": 0.36457725167274474, "d0.loss_bbox": 0.027618041075766087, "d0.loss_iou": 0.237856824696064, "d1.loss_cls": 0.31271733462810514, "d1.loss_bbox": 0.024469766430556775, "d1.loss_iou": 0.2176663637161255, "enc_loss_cls": 0.42125004589557646, "enc_loss_bbox": 0.043857197053730486, "enc_loss_iou": 0.35605540037155153, "dn_loss_cls": 0.2912830364704132, "dn_loss_bbox": 0.02242871966212988, "dn_loss_iou": 0.22160282522439956, "d0.dn_loss_cls": 0.35278081119060517, "d0.dn_loss_bbox": 0.033813929036259655, "d0.dn_loss_iou": 0.3040714591741562, "d1.dn_loss_cls": 0.2926989424228668, "d1.dn_loss_bbox": 0.02237161286175251, "d1.dn_loss_iou": 0.22078735679388045, "time": 0.7011163806915284, "epoch": 290, "iter": 21436, "memory": 7298, "step": 21436}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.917, "coco/bbox_mAP_75": 0.853, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.711, "coco/bbox_mAP_l": 0.853, "data_time": 0.023569930683482777, "time": 0.04071378707885742, "step": 290}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.32367066383361814, "loss": 4.356627745628357, "loss_cls": 0.32138712286949156, "loss_bbox": 0.021041054893285036, "loss_iou": 0.21930634915828706, "d0.loss_cls": 0.3767945730686188, "d0.loss_bbox": 0.02370870850980282, "d0.loss_iou": 0.23588060051202775, "d1.loss_cls": 0.3288659104704857, "d1.loss_bbox": 0.020947248786687852, "d1.loss_iou": 0.2180305990576744, "enc_loss_cls": 0.4205025964975357, "enc_loss_bbox": 0.03848181191831827, "enc_loss_iou": 0.3417737901210785, "dn_loss_cls": 0.2969709342718124, "dn_loss_bbox": 0.022804745640605688, "dn_loss_iou": 0.22695729166269302, "d0.dn_loss_cls": 0.357237890958786, "d0.dn_loss_bbox": 0.03336075827479362, "d0.dn_loss_iou": 0.3069119966030121, "d1.dn_loss_cls": 0.29687800973653794, "d1.dn_loss_bbox": 0.022740257773548364, "d1.dn_loss_iou": 0.22604552000761033, "time": 0.7096463346481323, "epoch": 291, "iter": 21510, "memory": 7298, "step": 21510}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.916, "coco/bbox_mAP_75": 0.853, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.709, "coco/bbox_mAP_l": 0.853, "data_time": 0.028598351912064987, "time": 0.048369776118885384, "step": 291}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29188421726226804, "loss": 4.348205056190491, "loss_cls": 0.3137803736329079, "loss_bbox": 0.021216359324753284, "loss_iou": 0.22241310358047486, "d0.loss_cls": 0.3706508481502533, "d0.loss_bbox": 0.023165384121239186, "d0.loss_iou": 0.2376726374030113, "d1.loss_cls": 0.3219066634774208, "d1.loss_bbox": 0.021049074120819567, "d1.loss_iou": 0.2210419073700905, "enc_loss_cls": 0.4216001754999161, "enc_loss_bbox": 0.03787780102342367, "enc_loss_iou": 0.34420552879571914, "dn_loss_cls": 0.2958743777871132, "dn_loss_bbox": 0.022725882474333048, "dn_loss_iou": 0.22957593828439712, "d0.dn_loss_cls": 0.35445068359375, "d0.dn_loss_bbox": 0.03289495527744293, "d0.dn_loss_iou": 0.3071747037768364, "d1.dn_loss_cls": 0.2974475851655006, "d1.dn_loss_bbox": 0.02266040025278926, "d1.dn_loss_iou": 0.2288207083940506, "time": 0.6718784141540527, "epoch": 292, "iter": 21584, "memory": 7298, "step": 21584}
- {"coco/bbox_mAP": 0.743, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.853, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.713, "coco/bbox_mAP_l": 0.853, "data_time": 0.02349049394780939, "time": 0.04159719293767756, "step": 292}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2682736682891846, "loss": 4.369176864624023, "loss_cls": 0.3154138112068176, "loss_bbox": 0.02212041608989239, "loss_iou": 0.21968154847621918, "d0.loss_cls": 0.3686245197057724, "d0.loss_bbox": 0.024979445338249206, "d0.loss_iou": 0.2385507917404175, "d1.loss_cls": 0.3206442332267761, "d1.loss_bbox": 0.022040888387709855, "d1.loss_iou": 0.218419933617115, "enc_loss_cls": 0.4209118151664734, "enc_loss_bbox": 0.04164817709475756, "enc_loss_iou": 0.360069072842598, "dn_loss_cls": 0.2942308688163757, "dn_loss_bbox": 0.02324859391897917, "dn_loss_iou": 0.22946072548627852, "d0.dn_loss_cls": 0.35504179179668427, "d0.dn_loss_bbox": 0.034901372082531454, "d0.dn_loss_iou": 0.31267168164253234, "d1.dn_loss_cls": 0.2948682522773743, "d1.dn_loss_bbox": 0.02318472966551781, "d1.dn_loss_iou": 0.22846416652202606, "time": 0.6566777896881103, "epoch": 293, "iter": 21658, "memory": 7298, "step": 21658}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.853, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.711, "coco/bbox_mAP_l": 0.853, "data_time": 0.02462859587235884, "time": 0.04150381955233487, "step": 293}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2786417531967163, "loss": 4.393655314445495, "loss_cls": 0.3164552140235901, "loss_bbox": 0.021254040710628034, "loss_iou": 0.22252931743860244, "d0.loss_cls": 0.3719747394323349, "d0.loss_bbox": 0.02415511503815651, "d0.loss_iou": 0.2417693030834198, "d1.loss_cls": 0.3253202587366104, "d1.loss_bbox": 0.02167099207639694, "d1.loss_iou": 0.22205871909856797, "enc_loss_cls": 0.4232251888513565, "enc_loss_bbox": 0.04026330001652241, "enc_loss_iou": 0.3479688060283661, "dn_loss_cls": 0.2996925440430641, "dn_loss_bbox": 0.023280893415212632, "dn_loss_iou": 0.23108198910951613, "d0.dn_loss_cls": 0.35949694335460664, "d0.dn_loss_bbox": 0.03431309510022402, "d0.dn_loss_iou": 0.3126360484957695, "d1.dn_loss_cls": 0.30099514275789263, "d1.dn_loss_bbox": 0.023222576789557935, "d1.dn_loss_iou": 0.23029112547636033, "time": 0.660571026802063, "epoch": 294, "iter": 21732, "memory": 7298, "step": 21732}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.868, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.712, "coco/bbox_mAP_l": 0.853, "data_time": 0.02829701250249689, "time": 0.04877617142417214, "step": 294}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27797153949737546, "loss": 4.2518151760101315, "loss_cls": 0.3018086388707161, "loss_bbox": 0.02211592681705952, "loss_iou": 0.21449135333299638, "d0.loss_cls": 0.3641172790527344, "d0.loss_bbox": 0.024591669905930758, "d0.loss_iou": 0.23056598395109176, "d1.loss_cls": 0.3114771571755409, "d1.loss_bbox": 0.02198597779497504, "d1.loss_iou": 0.21300184041261672, "enc_loss_cls": 0.4203606313467026, "enc_loss_bbox": 0.040871035642921924, "enc_loss_iou": 0.34368343114852906, "dn_loss_cls": 0.2904849451780319, "dn_loss_bbox": 0.02206833515316248, "dn_loss_iou": 0.21951871901750564, "d0.dn_loss_cls": 0.3495758706331253, "d0.dn_loss_bbox": 0.033270085714757446, "d0.dn_loss_iou": 0.2969687420129776, "d1.dn_loss_cls": 0.29089164435863496, "d1.dn_loss_bbox": 0.021961007677018644, "d1.dn_loss_iou": 0.2180048456788063, "time": 0.6656252098083496, "epoch": 295, "iter": 21806, "memory": 7298, "step": 21806}
- {"coco/bbox_mAP": 0.743, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.867, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.712, "coco/bbox_mAP_l": 0.853, "data_time": 0.025304859334772282, "time": 0.04467946832830256, "step": 295}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2664439487457275, "loss": 4.253534145355225, "loss_cls": 0.30827231526374815, "loss_bbox": 0.01983594072982669, "loss_iou": 0.20549926936626434, "d0.loss_cls": 0.37076569139957427, "d0.loss_bbox": 0.02231883604079485, "d0.loss_iou": 0.22379566431045533, "d1.loss_cls": 0.32161625802516935, "d1.loss_bbox": 0.01969431893900037, "d1.loss_iou": 0.20417603880167007, "enc_loss_cls": 0.4255595171451569, "enc_loss_bbox": 0.038243376314640046, "enc_loss_iou": 0.3413917306065559, "dn_loss_cls": 0.29074790388345717, "dn_loss_bbox": 0.02170557703822851, "dn_loss_iou": 0.2169037738442421, "d0.dn_loss_cls": 0.35489162027835847, "d0.dn_loss_bbox": 0.033473032489418984, "d0.dn_loss_iou": 0.3052805018424988, "d1.dn_loss_cls": 0.29168392211198807, "d1.dn_loss_bbox": 0.02163052137941122, "d1.dn_loss_iou": 0.21604828774929047, "time": 0.6521504735946655, "epoch": 296, "iter": 21880, "memory": 7298, "step": 21880}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.867, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.71, "coco/bbox_mAP_l": 0.853, "data_time": 0.026895328001542526, "time": 0.04416695508089932, "step": 296}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27484947681427, "loss": 4.242940363883972, "loss_cls": 0.311280112862587, "loss_bbox": 0.01985803447663784, "loss_iou": 0.20474226593971254, "d0.loss_cls": 0.3709174221754074, "d0.loss_bbox": 0.022501805517822503, "d0.loss_iou": 0.22472932130098344, "d1.loss_cls": 0.3127071911096573, "d1.loss_bbox": 0.019999990090727806, "d1.loss_iou": 0.20423821210861207, "enc_loss_cls": 0.4246910136938095, "enc_loss_bbox": 0.03797263570129871, "enc_loss_iou": 0.32698464930057525, "dn_loss_cls": 0.29241550505161285, "dn_loss_bbox": 0.02189834153279662, "dn_loss_iou": 0.2186839312314987, "d0.dn_loss_cls": 0.3568781590461731, "d0.dn_loss_bbox": 0.03341652795672417, "d0.dn_loss_iou": 0.30775919526815415, "d1.dn_loss_cls": 0.29236809551715853, "d1.dn_loss_bbox": 0.021797101646661758, "d1.dn_loss_iou": 0.21710092276334764, "time": 0.6569106817245484, "epoch": 297, "iter": 21954, "memory": 7298, "step": 21954}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.868, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.709, "coco/bbox_mAP_l": 0.853, "data_time": 0.024774356321855026, "time": 0.040907946499911224, "step": 297}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28660943508148196, "loss": 4.303941135406494, "loss_cls": 0.3105483615398407, "loss_bbox": 0.021485955882817508, "loss_iou": 0.2190592721104622, "d0.loss_cls": 0.37072010278701784, "d0.loss_bbox": 0.023200283721089364, "d0.loss_iou": 0.2303084608912468, "d1.loss_cls": 0.31925688445568084, "d1.loss_bbox": 0.022590264566242694, "d1.loss_iou": 0.21798430562019347, "enc_loss_cls": 0.41599156975746154, "enc_loss_bbox": 0.03983170621097088, "enc_loss_iou": 0.3403638967871666, "dn_loss_cls": 0.2947758334875107, "dn_loss_bbox": 0.022070228066295387, "dn_loss_iou": 0.22462982177734375, "d0.dn_loss_cls": 0.3542572808265686, "d0.dn_loss_bbox": 0.03321628212928772, "d0.dn_loss_iou": 0.30289752036333084, "d1.dn_loss_cls": 0.2952534306049347, "d1.dn_loss_bbox": 0.0219920695386827, "d1.dn_loss_iou": 0.22350759208202362, "time": 0.6668433141708374, "epoch": 298, "iter": 22028, "memory": 7298, "step": 22028}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.916, "coco/bbox_mAP_75": 0.868, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.71, "coco/bbox_mAP_l": 0.853, "data_time": 0.026210459795865147, "time": 0.043042291294444694, "step": 298}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2978098917007446, "loss": 4.299982123374939, "loss_cls": 0.3097288453578949, "loss_bbox": 0.023582279235124588, "loss_iou": 0.2167556443810463, "d0.loss_cls": 0.3720177590847015, "d0.loss_bbox": 0.027313258312642575, "d0.loss_iou": 0.2358427333831787, "d1.loss_cls": 0.31890681743621824, "d1.loss_bbox": 0.02456973323598504, "d1.loss_iou": 0.2163307151198387, "enc_loss_cls": 0.4214296066761017, "enc_loss_bbox": 0.04179661083966493, "enc_loss_iou": 0.3384291949868202, "dn_loss_cls": 0.2898533630371094, "dn_loss_bbox": 0.022157822698354722, "dn_loss_iou": 0.21892569869756698, "d0.dn_loss_cls": 0.3537427806854248, "d0.dn_loss_bbox": 0.03395827405154705, "d0.dn_loss_iou": 0.30437271505594254, "d1.dn_loss_cls": 0.28971828311681747, "d1.dn_loss_bbox": 0.02212016759440303, "d1.dn_loss_iou": 0.2184299013018608, "time": 0.6907703685760498, "epoch": 299, "iter": 22102, "memory": 7298, "step": 22102}
- {"coco/bbox_mAP": 0.743, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.867, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.711, "coco/bbox_mAP_l": 0.853, "data_time": 0.02923562309958718, "time": 0.0485645207491788, "step": 299}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.297869873046875, "loss": 4.1211756896972656, "loss_cls": 0.3044601666927338, "loss_bbox": 0.0195923725143075, "loss_iou": 0.19983072221279144, "d0.loss_cls": 0.36502897322177885, "d0.loss_bbox": 0.02208199482411146, "d0.loss_iou": 0.21734239757061005, "d1.loss_cls": 0.3124152833223343, "d1.loss_bbox": 0.019704256784170867, "d1.loss_iou": 0.19957290917634965, "enc_loss_cls": 0.4115711921453476, "enc_loss_bbox": 0.03779525626450777, "enc_loss_iou": 0.32168903172016144, "dn_loss_cls": 0.2843816801905632, "dn_loss_bbox": 0.020859892126172782, "dn_loss_iou": 0.20844268828630447, "d0.dn_loss_cls": 0.3466181480884552, "d0.dn_loss_bbox": 0.03164427801966667, "d0.dn_loss_iou": 0.2867549607157707, "d1.dn_loss_cls": 0.2833308559656143, "d1.dn_loss_bbox": 0.020777382254600525, "d1.dn_loss_iou": 0.20728132128715515, "time": 0.7015157508850097, "epoch": 300, "iter": 22176, "memory": 7298, "step": 22176}
- {"coco/bbox_mAP": 0.743, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.867, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.712, "coco/bbox_mAP_l": 0.853, "data_time": 0.028181119398637253, "time": 0.04894189401106401, "step": 300}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3034097719192505, "loss": 4.315875887870789, "loss_cls": 0.3099300819635391, "loss_bbox": 0.02320405837148428, "loss_iou": 0.21956575244665147, "d0.loss_cls": 0.36072459280490876, "d0.loss_bbox": 0.027040057834237814, "d0.loss_iou": 0.23616052955389022, "d1.loss_cls": 0.3175894558429718, "d1.loss_bbox": 0.024397451784461736, "d1.loss_iou": 0.21897076904773713, "enc_loss_cls": 0.4237261986732483, "enc_loss_bbox": 0.04264719769358635, "enc_loss_iou": 0.35833876818418503, "dn_loss_cls": 0.2934937697649002, "dn_loss_bbox": 0.022708353772759437, "dn_loss_iou": 0.22008266419172287, "d0.dn_loss_cls": 0.3519288909435272, "d0.dn_loss_bbox": 0.03387247186154127, "d0.dn_loss_iou": 0.29683601915836333, "d1.dn_loss_cls": 0.29371202826499937, "d1.dn_loss_bbox": 0.02259079718962312, "d1.dn_loss_iou": 0.21835595220327378, "time": 0.6949419784545898, "epoch": 301, "iter": 22250, "memory": 7298, "step": 22250}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.916, "coco/bbox_mAP_75": 0.867, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.853, "data_time": 0.025103222240101208, "time": 0.04556213725696911, "step": 301}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28701634883880617, "loss": 4.197157053947449, "loss_cls": 0.3029419481754303, "loss_bbox": 0.022011817321181296, "loss_iou": 0.2127365067601204, "d0.loss_cls": 0.34702219903469084, "d0.loss_bbox": 0.024488663487136363, "d0.loss_iou": 0.22878443002700805, "d1.loss_cls": 0.3099010142683983, "d1.loss_bbox": 0.021943051051348448, "d1.loss_iou": 0.211378855407238, "enc_loss_cls": 0.40595044314861295, "enc_loss_bbox": 0.04031517453491688, "enc_loss_iou": 0.33705040425062177, "dn_loss_cls": 0.28873075664043424, "dn_loss_bbox": 0.021656678710132837, "dn_loss_iou": 0.21754288911819458, "d0.dn_loss_cls": 0.3490780073404312, "d0.dn_loss_bbox": 0.03258887659758329, "d0.dn_loss_iou": 0.2969533348083496, "d1.dn_loss_cls": 0.2887026244401932, "d1.dn_loss_bbox": 0.021554930321872234, "d1.dn_loss_iou": 0.21582449823617936, "time": 0.6800722551345825, "epoch": 302, "iter": 22324, "memory": 7298, "step": 22324}
- {"coco/bbox_mAP": 0.744, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.868, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.712, "coco/bbox_mAP_l": 0.853, "data_time": 0.023372628472068092, "time": 0.04132589426907626, "step": 302}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2800759983062744, "loss": 4.273040533065796, "loss_cls": 0.3042745739221573, "loss_bbox": 0.02176322855055332, "loss_iou": 0.21799788683652876, "d0.loss_cls": 0.36230681717395785, "d0.loss_bbox": 0.024492620024830103, "d0.loss_iou": 0.2293398803472519, "d1.loss_cls": 0.31362981885671615, "d1.loss_bbox": 0.021534117870032787, "d1.loss_iou": 0.21666740000247955, "enc_loss_cls": 0.4282498288154602, "enc_loss_bbox": 0.04037227660417557, "enc_loss_iou": 0.33959699332714083, "dn_loss_cls": 0.2906937175989151, "dn_loss_bbox": 0.022847901526838542, "dn_loss_iou": 0.22408213317394257, "d0.dn_loss_cls": 0.3492749983072281, "d0.dn_loss_bbox": 0.033160320222377776, "d0.dn_loss_iou": 0.2968935638666153, "d1.dn_loss_cls": 0.2907236677408218, "d1.dn_loss_bbox": 0.02274428054690361, "d1.dn_loss_iou": 0.22239445626735688, "time": 0.6679341554641723, "epoch": 303, "iter": 22398, "memory": 7298, "step": 22398}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.868, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.71, "coco/bbox_mAP_l": 0.853, "data_time": 0.02595606717196378, "time": 0.043448144739324394, "step": 303}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2817836618423462, "loss": 4.428196272850037, "loss_cls": 0.31838211834430696, "loss_bbox": 0.021138679534196854, "loss_iou": 0.22113840371370316, "d0.loss_cls": 0.3803833884000778, "d0.loss_bbox": 0.024153164736926556, "d0.loss_iou": 0.2432277914881706, "d1.loss_cls": 0.32354646623134614, "d1.loss_bbox": 0.021040227953344582, "d1.loss_iou": 0.21994932353496552, "enc_loss_cls": 0.4406942403316498, "enc_loss_bbox": 0.039836507849395277, "enc_loss_iou": 0.35161386996507643, "dn_loss_cls": 0.2976790463924408, "dn_loss_bbox": 0.02283486433327198, "dn_loss_iou": 0.2303173926472664, "d0.dn_loss_cls": 0.36427324831485747, "d0.dn_loss_bbox": 0.03529372502118349, "d0.dn_loss_iou": 0.322479809820652, "d1.dn_loss_cls": 0.2982207542657852, "d1.dn_loss_bbox": 0.02275518823415041, "d1.dn_loss_iou": 0.22923810571432113, "time": 0.6679490280151367, "epoch": 304, "iter": 22472, "memory": 7298, "step": 22472}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.917, "coco/bbox_mAP_75": 0.867, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.708, "coco/bbox_mAP_l": 0.853, "data_time": 0.026432210748845882, "time": 0.04518361525102095, "step": 304}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2982043838500977, "loss": 4.152423996925354, "loss_cls": 0.2926761958003044, "loss_bbox": 0.019742572009563447, "loss_iou": 0.20956528335809707, "d0.loss_cls": 0.3546659767627716, "d0.loss_bbox": 0.021827505771070718, "d0.loss_iou": 0.2238255748152733, "d1.loss_cls": 0.301058289706707, "d1.loss_bbox": 0.019768664464354515, "d1.loss_iou": 0.20926531344652177, "enc_loss_cls": 0.4060364669561386, "enc_loss_bbox": 0.03800350297242403, "enc_loss_iou": 0.3378760161995888, "dn_loss_cls": 0.2841758432984352, "dn_loss_bbox": 0.021354283932596446, "dn_loss_iou": 0.21922347739338874, "d0.dn_loss_cls": 0.3434466761350632, "d0.dn_loss_bbox": 0.03161565788090229, "d0.dn_loss_iou": 0.29392856419086455, "d1.dn_loss_cls": 0.2847078403830528, "d1.dn_loss_bbox": 0.021297971326857804, "d1.dn_loss_iou": 0.21836240127682685, "time": 0.702221302986145, "epoch": 305, "iter": 22546, "memory": 7298, "step": 22546}
- {"coco/bbox_mAP": 0.743, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.866, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.71, "coco/bbox_mAP_l": 0.853, "data_time": 0.0254295522516424, "time": 0.04337694428183816, "step": 305}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2981386470794678, "loss": 4.2812888717651365, "loss_cls": 0.31338064938783644, "loss_bbox": 0.01994716802611947, "loss_iou": 0.21492617398500444, "d0.loss_cls": 0.36568442404270174, "d0.loss_bbox": 0.021939046271145343, "d0.loss_iou": 0.22982731699943543, "d1.loss_cls": 0.3186515951156616, "d1.loss_bbox": 0.0198978802934289, "d1.loss_iou": 0.21385069131851198, "enc_loss_cls": 0.4105970025062561, "enc_loss_bbox": 0.03758675679564476, "enc_loss_iou": 0.34308408677577973, "dn_loss_cls": 0.29476260900497436, "dn_loss_bbox": 0.021813376918435098, "dn_loss_iou": 0.22449079841375352, "d0.dn_loss_cls": 0.35395673334598543, "d0.dn_loss_bbox": 0.03254940018057823, "d0.dn_loss_iou": 0.3048324498534203, "d1.dn_loss_cls": 0.294370037317276, "d1.dn_loss_bbox": 0.021745965257287024, "d1.dn_loss_iou": 0.22339473962783812, "time": 0.6895449018478393, "epoch": 306, "iter": 22620, "memory": 7298, "step": 22620}
- {"coco/bbox_mAP": 0.743, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.868, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.71, "coco/bbox_mAP_l": 0.853, "data_time": 0.022821252996271305, "time": 0.040531526912342415, "step": 306}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.26247801303863527, "loss": 4.138480625152588, "loss_cls": 0.30303611934185026, "loss_bbox": 0.01929909385740757, "loss_iou": 0.20719904869794845, "d0.loss_cls": 0.35852030575275423, "d0.loss_bbox": 0.022071058042347432, "d0.loss_iou": 0.2204575890302658, "d1.loss_cls": 0.3087564566731453, "d1.loss_bbox": 0.019785833600908517, "d1.loss_iou": 0.2059580111503601, "enc_loss_cls": 0.40691631436347964, "enc_loss_bbox": 0.037296030670404434, "enc_loss_iou": 0.32612100064754485, "dn_loss_cls": 0.2866134056448936, "dn_loss_bbox": 0.020703660398721693, "dn_loss_iou": 0.21420251131057738, "d0.dn_loss_cls": 0.34451037168502807, "d0.dn_loss_bbox": 0.03090354409068823, "d0.dn_loss_iou": 0.28553550332784655, "d1.dn_loss_cls": 0.2867238748073578, "d1.dn_loss_bbox": 0.020646335687488318, "d1.dn_loss_iou": 0.21322454661130905, "time": 0.6586567354202271, "epoch": 307, "iter": 22694, "memory": 7298, "step": 22694}
- {"coco/bbox_mAP": 0.744, "coco/bbox_mAP_50": 0.922, "coco/bbox_mAP_75": 0.868, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.711, "coco/bbox_mAP_l": 0.853, "data_time": 0.023870771581476383, "time": 0.04274665225635876, "step": 307}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2849143123626709, "loss": 4.2772986030578615, "loss_cls": 0.31170369625091554, "loss_bbox": 0.0214277983084321, "loss_iou": 0.21516907960176468, "d0.loss_cls": 0.35966763734817503, "d0.loss_bbox": 0.02407957796007395, "d0.loss_iou": 0.22969091475009917, "d1.loss_cls": 0.3151377660036087, "d1.loss_bbox": 0.021369766909629107, "d1.loss_iou": 0.214214004278183, "enc_loss_cls": 0.4127392053604126, "enc_loss_bbox": 0.04073428224772215, "enc_loss_iou": 0.3358752381801605, "dn_loss_cls": 0.2945487463474274, "dn_loss_bbox": 0.022923426441848277, "dn_loss_iou": 0.2233782148361206, "d0.dn_loss_cls": 0.3566956865787506, "d0.dn_loss_bbox": 0.03470820523798466, "d0.dn_loss_iou": 0.30371921420097353, "d1.dn_loss_cls": 0.2946228867769241, "d1.dn_loss_bbox": 0.02283830549567938, "d1.dn_loss_iou": 0.22205495119094848, "time": 0.6791561508178711, "epoch": 308, "iter": 22768, "memory": 7298, "step": 22768}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.917, "coco/bbox_mAP_75": 0.867, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.853, "data_time": 0.02965513142672452, "time": 0.049394845962524414, "step": 308}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29034857273101805, "loss": 4.176256513595581, "loss_cls": 0.30198123544454575, "loss_bbox": 0.0201995057053864, "loss_iou": 0.2011599436402321, "d0.loss_cls": 0.3590880161523819, "d0.loss_bbox": 0.022917723320424556, "d0.loss_iou": 0.21875628262758254, "d1.loss_cls": 0.3119786822795868, "d1.loss_bbox": 0.020156705137342214, "d1.loss_iou": 0.20042425215244294, "enc_loss_cls": 0.4117918813228607, "enc_loss_bbox": 0.042234153524041175, "enc_loss_iou": 0.3437749516963959, "dn_loss_cls": 0.2859616857767105, "dn_loss_bbox": 0.021974094770848752, "dn_loss_iou": 0.21159796953201293, "d0.dn_loss_cls": 0.35104128360748293, "d0.dn_loss_bbox": 0.03442109435796738, "d0.dn_loss_iou": 0.29854862093925477, "d1.dn_loss_cls": 0.2859707126021385, "d1.dn_loss_bbox": 0.021895058825612067, "d1.dn_loss_iou": 0.21038259208202362, "time": 0.6621337985992432, "epoch": 309, "iter": 22842, "memory": 7298, "step": 22842}
- {"coco/bbox_mAP": 0.744, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.869, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.712, "coco/bbox_mAP_l": 0.853, "data_time": 0.027300531213933773, "time": 0.04598868976939808, "step": 309}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.313996753692627, "loss": 4.43585244178772, "loss_cls": 0.3158867263793945, "loss_bbox": 0.022255882322788238, "loss_iou": 0.22883432388305663, "d0.loss_cls": 0.3633990877866745, "d0.loss_bbox": 0.024704004637897015, "d0.loss_iou": 0.24635714292526245, "d1.loss_cls": 0.32689501106739044, "d1.loss_bbox": 0.0222600288502872, "d1.loss_iou": 0.22771105110645296, "enc_loss_cls": 0.42688622176647184, "enc_loss_bbox": 0.04274466928094625, "enc_loss_iou": 0.37370962023735044, "dn_loss_cls": 0.29643253356218335, "dn_loss_bbox": 0.02254716880619526, "dn_loss_iou": 0.23413929462432861, "d0.dn_loss_cls": 0.3574408334493637, "d0.dn_loss_bbox": 0.03365390434861183, "d0.dn_loss_iou": 0.3166462081670761, "d1.dn_loss_cls": 0.29814441472291947, "d1.dn_loss_bbox": 0.022471596132963897, "d1.dn_loss_iou": 0.2327326640486717, "time": 0.6979333209991455, "epoch": 310, "iter": 22916, "memory": 7298, "step": 22916}
- {"coco/bbox_mAP": 0.744, "coco/bbox_mAP_50": 0.922, "coco/bbox_mAP_75": 0.868, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.713, "coco/bbox_mAP_l": 0.853, "data_time": 0.024508107792247425, "time": 0.04061956839127974, "step": 310}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28242939949035645, "loss": 4.341174354553223, "loss_cls": 0.3195881173014641, "loss_bbox": 0.020783678628504276, "loss_iou": 0.21527155697345735, "d0.loss_cls": 0.36780750095844267, "d0.loss_bbox": 0.02393152631819248, "d0.loss_iou": 0.2338690745830536, "d1.loss_cls": 0.3251840561628342, "d1.loss_bbox": 0.020734048783779144, "d1.loss_iou": 0.21424209117889403, "enc_loss_cls": 0.43179925620555876, "enc_loss_bbox": 0.03915624935179949, "enc_loss_iou": 0.33747990161180497, "dn_loss_cls": 0.2996303576231003, "dn_loss_bbox": 0.022524705957621335, "dn_loss_iou": 0.22306083828210832, "d0.dn_loss_cls": 0.3587138384580612, "d0.dn_loss_bbox": 0.03528110641986132, "d0.dn_loss_iou": 0.3117921969294548, "d1.dn_loss_cls": 0.29583274841308593, "d1.dn_loss_bbox": 0.022448921874165535, "d1.dn_loss_iou": 0.22204255998134614, "time": 0.6713562870025634, "epoch": 311, "iter": 22990, "memory": 7298, "step": 22990}
- {"coco/bbox_mAP": 0.74, "coco/bbox_mAP_50": 0.918, "coco/bbox_mAP_75": 0.867, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.709, "coco/bbox_mAP_l": 0.85, "data_time": 0.023007522929798473, "time": 0.04391288757324219, "step": 311}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29387306213378905, "loss": 4.144000606536865, "loss_cls": 0.29632705330848697, "loss_bbox": 0.021136154346168043, "loss_iou": 0.21770185023546218, "d0.loss_cls": 0.34954956114292146, "d0.loss_bbox": 0.02280954908579588, "d0.loss_iou": 0.22997935652732848, "d1.loss_cls": 0.3007903581857681, "d1.loss_bbox": 0.021081178821623324, "d1.loss_iou": 0.2167616704106331, "enc_loss_cls": 0.38963393211364744, "enc_loss_bbox": 0.03595039520412684, "enc_loss_iou": 0.32510740965604784, "dn_loss_cls": 0.2860652580857277, "dn_loss_bbox": 0.02068823976442218, "dn_loss_iou": 0.21622763603925704, "d0.dn_loss_cls": 0.3477834188938141, "d0.dn_loss_bbox": 0.030751819759607314, "d0.dn_loss_iou": 0.2931166398525238, "d1.dn_loss_cls": 0.2865970492362976, "d1.dn_loss_bbox": 0.020631398372352124, "d1.dn_loss_iou": 0.21531062602996826, "time": 0.6882839155197144, "epoch": 312, "iter": 23064, "memory": 7298, "step": 23064}
- {"coco/bbox_mAP": 0.738, "coco/bbox_mAP_50": 0.917, "coco/bbox_mAP_75": 0.866, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.705, "coco/bbox_mAP_l": 0.849, "data_time": 0.029970407485961914, "time": 0.05047254128889604, "step": 312}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2892361927032471, "loss": 4.112301087379455, "loss_cls": 0.3009105435013771, "loss_bbox": 0.020292780455201866, "loss_iou": 0.2035158857703209, "d0.loss_cls": 0.3482367032766342, "d0.loss_bbox": 0.02224156204611063, "d0.loss_iou": 0.2143308451771736, "d1.loss_cls": 0.30332463830709455, "d1.loss_bbox": 0.02117477148771286, "d1.loss_iou": 0.20284248799085616, "enc_loss_cls": 0.39917816877365114, "enc_loss_bbox": 0.03746111791580915, "enc_loss_iou": 0.3158785143494606, "dn_loss_cls": 0.288328640460968, "dn_loss_bbox": 0.021554304882884026, "dn_loss_iou": 0.2136337661743164, "d0.dn_loss_cls": 0.3511870801448822, "d0.dn_loss_bbox": 0.03200287651270628, "d0.dn_loss_iou": 0.2969115924835205, "d1.dn_loss_cls": 0.28666611164808276, "d1.dn_loss_bbox": 0.02141866434365511, "d1.dn_loss_iou": 0.21120994836091994, "time": 0.6748802614212036, "epoch": 313, "iter": 23138, "memory": 7298, "step": 23138}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.879, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.711, "coco/bbox_mAP_l": 0.849, "data_time": 0.024084589698097923, "time": 0.04125696962529963, "step": 313}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2728658962249756, "loss": 4.125293860435486, "loss_cls": 0.298387226164341, "loss_bbox": 0.01906863206997514, "loss_iou": 0.2047822055220604, "d0.loss_cls": 0.34996733367443084, "d0.loss_bbox": 0.021192699484527112, "d0.loss_iou": 0.21986087888479233, "d1.loss_cls": 0.30306462228298187, "d1.loss_bbox": 0.01930862683802843, "d1.loss_iou": 0.20481816828250884, "enc_loss_cls": 0.4143679487705231, "enc_loss_bbox": 0.03710950318723917, "enc_loss_iou": 0.32695787578821184, "dn_loss_cls": 0.2863200831413269, "dn_loss_bbox": 0.020646847076714037, "dn_loss_iou": 0.2145510831475258, "d0.dn_loss_cls": 0.34561648666858674, "d0.dn_loss_bbox": 0.030487453527748586, "d0.dn_loss_iou": 0.2883513656258583, "d1.dn_loss_cls": 0.2859717258810997, "d1.dn_loss_bbox": 0.020610419232398272, "d1.dn_loss_iou": 0.21385268449783326, "time": 0.6592799711227417, "epoch": 314, "iter": 23212, "memory": 7298, "step": 23212}
- {"coco/bbox_mAP": 0.743, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.866, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.713, "coco/bbox_mAP_l": 0.849, "data_time": 0.02453238313848322, "time": 0.040948802774602715, "step": 314}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2843666934967041, "loss": 4.144330325126648, "loss_cls": 0.3052112689614296, "loss_bbox": 0.0195768853276968, "loss_iou": 0.2010588276386261, "d0.loss_cls": 0.3613080495595932, "d0.loss_bbox": 0.02228994721546769, "d0.loss_iou": 0.21926431804895402, "d1.loss_cls": 0.31055359929800036, "d1.loss_bbox": 0.01952575484290719, "d1.loss_iou": 0.20056361317634583, "enc_loss_cls": 0.40717764556407926, "enc_loss_bbox": 0.04168885324150324, "enc_loss_iou": 0.33774699956178666, "dn_loss_cls": 0.28563694179058075, "dn_loss_bbox": 0.02043811045587063, "dn_loss_iou": 0.20833947509527206, "d0.dn_loss_cls": 0.3492001223564148, "d0.dn_loss_bbox": 0.03169768217951059, "d0.dn_loss_iou": 0.29027009099721907, "d1.dn_loss_cls": 0.2851062899827957, "d1.dn_loss_bbox": 0.020378946773707867, "d1.dn_loss_iou": 0.20729684293270112, "time": 0.6658925247192383, "epoch": 315, "iter": 23286, "memory": 7298, "step": 23286}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.865, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.713, "coco/bbox_mAP_l": 0.844, "data_time": 0.023396860469471325, "time": 0.04020500183105469, "step": 315}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2912803888320923, "loss": 4.122868237495422, "loss_cls": 0.29938421487808226, "loss_bbox": 0.019218502398580313, "loss_iou": 0.20362851798534393, "d0.loss_cls": 0.3550769054889679, "d0.loss_bbox": 0.021070591192692518, "d0.loss_iou": 0.21672468215227128, "d1.loss_cls": 0.30586354434490204, "d1.loss_bbox": 0.019148778673261403, "d1.loss_iou": 0.20299822986125945, "enc_loss_cls": 0.40924531280994414, "enc_loss_bbox": 0.03677087180316448, "enc_loss_iou": 0.3314851903915405, "dn_loss_cls": 0.2833662849664688, "dn_loss_bbox": 0.021090423818677664, "dn_loss_iou": 0.21260813355445862, "d0.dn_loss_cls": 0.3459398865699768, "d0.dn_loss_bbox": 0.03170083779841661, "d0.dn_loss_iou": 0.29130703896284105, "d1.dn_loss_cls": 0.2838063234090805, "d1.dn_loss_bbox": 0.02101714165881276, "d1.dn_loss_iou": 0.21141684651374817, "time": 0.6862905740737915, "epoch": 316, "iter": 23360, "memory": 7298, "step": 23360}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.928, "coco/bbox_mAP_75": 0.864, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.712, "coco/bbox_mAP_l": 0.845, "data_time": 0.025655833157626064, "time": 0.04390846599232067, "step": 316}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2744481563568115, "loss": 4.2217980480194095, "loss_cls": 0.3057653105258942, "loss_bbox": 0.01994628444314003, "loss_iou": 0.21058402866125106, "d0.loss_cls": 0.3697605472803116, "d0.loss_bbox": 0.0225824336707592, "d0.loss_iou": 0.22714653700590134, "d1.loss_cls": 0.309663348197937, "d1.loss_bbox": 0.019739218950271607, "d1.loss_iou": 0.2091928893327713, "enc_loss_cls": 0.4155583101511002, "enc_loss_bbox": 0.037050526961684226, "enc_loss_iou": 0.3357835304737091, "dn_loss_cls": 0.29214546620845794, "dn_loss_bbox": 0.021467350367456676, "dn_loss_iou": 0.21923289120197295, "d0.dn_loss_cls": 0.3495471715927124, "d0.dn_loss_bbox": 0.03132873758673668, "d0.dn_loss_iou": 0.294242881834507, "d1.dn_loss_cls": 0.2918342021107674, "d1.dn_loss_bbox": 0.02137823320925236, "d1.dn_loss_iou": 0.21784816980361937, "time": 0.6564908504486084, "epoch": 317, "iter": 23434, "memory": 7298, "step": 23434}
- {"coco/bbox_mAP": 0.74, "coco/bbox_mAP_50": 0.923, "coco/bbox_mAP_75": 0.865, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.71, "coco/bbox_mAP_l": 0.844, "data_time": 0.02609075199473988, "time": 0.045082048936323685, "step": 317}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2959121084213257, "loss": 4.157483725547791, "loss_cls": 0.30208984106779097, "loss_bbox": 0.019714223854243755, "loss_iou": 0.2058148205280304, "d0.loss_cls": 0.3582240092754364, "d0.loss_bbox": 0.023561452403664588, "d0.loss_iou": 0.22207647651433945, "d1.loss_cls": 0.30398508459329604, "d1.loss_bbox": 0.01956599101424217, "d1.loss_iou": 0.20355168342590332, "enc_loss_cls": 0.4030183660984039, "enc_loss_bbox": 0.03685170203447342, "enc_loss_iou": 0.3263289052248001, "dn_loss_cls": 0.2899486720561981, "dn_loss_bbox": 0.021063959896564483, "dn_loss_iou": 0.2149460482597351, "d0.dn_loss_cls": 0.35294244468212127, "d0.dn_loss_bbox": 0.0321350621432066, "d0.dn_loss_iou": 0.29925581127405165, "d1.dn_loss_cls": 0.2883239805698395, "d1.dn_loss_bbox": 0.02094209387898445, "d1.dn_loss_iou": 0.2131430959701538, "time": 0.6967280626296997, "epoch": 318, "iter": 23508, "memory": 7298, "step": 23508}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.928, "coco/bbox_mAP_75": 0.864, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.712, "coco/bbox_mAP_l": 0.844, "data_time": 0.02441315217451616, "time": 0.04271396723660556, "step": 318}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28139683723449704, "loss": 4.173272681236267, "loss_cls": 0.3032970681786537, "loss_bbox": 0.020618906039744617, "loss_iou": 0.21266182541847228, "d0.loss_cls": 0.36572019100189207, "d0.loss_bbox": 0.02420827567577362, "d0.loss_iou": 0.22757708936929702, "d1.loss_cls": 0.30886379718780516, "d1.loss_bbox": 0.021326572746038438, "d1.loss_iou": 0.2113554757833481, "enc_loss_cls": 0.4028924214839935, "enc_loss_bbox": 0.03973209500312805, "enc_loss_iou": 0.3255171847343445, "dn_loss_cls": 0.2880572992563248, "dn_loss_bbox": 0.02065878989174962, "dn_loss_iou": 0.2147554537653923, "d0.dn_loss_cls": 0.34561943233013154, "d0.dn_loss_bbox": 0.031048168875277043, "d0.dn_loss_iou": 0.2881626629829407, "d1.dn_loss_cls": 0.287129325568676, "d1.dn_loss_bbox": 0.020577896498143674, "d1.dn_loss_iou": 0.21349276334047318, "time": 0.6629617118835449, "epoch": 319, "iter": 23582, "memory": 7298, "step": 23582}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.923, "coco/bbox_mAP_75": 0.865, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.715, "coco/bbox_mAP_l": 0.845, "data_time": 0.0248110294342041, "time": 0.04098276658491655, "step": 319}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2798361921310425, "loss": 4.106207108497619, "loss_cls": 0.2959396421909332, "loss_bbox": 0.02032040189951658, "loss_iou": 0.20362846538424492, "d0.loss_cls": 0.34934818983078003, "d0.loss_bbox": 0.02432790521532297, "d0.loss_iou": 0.21917807847261428, "d1.loss_cls": 0.3037759530544281, "d1.loss_bbox": 0.02120930213481188, "d1.loss_iou": 0.2026589895784855, "enc_loss_cls": 0.4039811074733734, "enc_loss_bbox": 0.0374653260409832, "enc_loss_iou": 0.3314394876360893, "dn_loss_cls": 0.28219702661037444, "dn_loss_bbox": 0.02017063083127141, "dn_loss_iou": 0.2098196628689766, "d0.dn_loss_cls": 0.3469648379087448, "d0.dn_loss_bbox": 0.030600215569138528, "d0.dn_loss_iou": 0.29149563014507296, "d1.dn_loss_cls": 0.282826227247715, "d1.dn_loss_bbox": 0.02010936487466097, "d1.dn_loss_iou": 0.2087506791949272, "time": 0.6621242761611938, "epoch": 320, "iter": 23656, "memory": 7298, "step": 23656}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.865, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.715, "coco/bbox_mAP_l": 0.845, "data_time": 0.02475450255654075, "time": 0.040851289575750176, "step": 320}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3020665454864502, "loss": 4.256708374023438, "loss_cls": 0.3056871396303177, "loss_bbox": 0.02178002692759037, "loss_iou": 0.2188143563270569, "d0.loss_cls": 0.3586402368545532, "d0.loss_bbox": 0.024349020272493364, "d0.loss_iou": 0.23348285436630248, "d1.loss_cls": 0.31269090235233304, "d1.loss_bbox": 0.022138697020709516, "d1.loss_iou": 0.21875949263572692, "enc_loss_cls": 0.40734725892543794, "enc_loss_bbox": 0.038581752441823484, "enc_loss_iou": 0.3402773463726044, "dn_loss_cls": 0.2926234436035156, "dn_loss_bbox": 0.021735582184046507, "dn_loss_iou": 0.2217599180340767, "d0.dn_loss_cls": 0.3511877399682999, "d0.dn_loss_bbox": 0.03235914036631584, "d0.dn_loss_iou": 0.2988412311673164, "d1.dn_loss_cls": 0.2933754929900169, "d1.dn_loss_bbox": 0.021668678931891918, "d1.dn_loss_iou": 0.22060811191797255, "time": 0.6681956672668456, "epoch": 321, "iter": 23730, "memory": 7298, "step": 23730}
- {"coco/bbox_mAP": 0.743, "coco/bbox_mAP_50": 0.927, "coco/bbox_mAP_75": 0.865, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.716, "coco/bbox_mAP_l": 0.845, "data_time": 0.026716167276555843, "time": 0.04605724594809792, "step": 321}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3151135206222534, "loss": 4.184974255561829, "loss_cls": 0.2996102249622345, "loss_bbox": 0.022333436124026777, "loss_iou": 0.21156442880630494, "d0.loss_cls": 0.3568149280548096, "d0.loss_bbox": 0.02414812659844756, "d0.loss_iou": 0.22693122148513795, "d1.loss_cls": 0.3059484848380089, "d1.loss_bbox": 0.02218535101041198, "d1.loss_iou": 0.20981737911701204, "enc_loss_cls": 0.4164030516147614, "enc_loss_bbox": 0.03998396575450897, "enc_loss_iou": 0.33506940364837645, "dn_loss_cls": 0.28648581624031066, "dn_loss_bbox": 0.021010438948869704, "dn_loss_iou": 0.21336708217859268, "d0.dn_loss_cls": 0.3480153298377991, "d0.dn_loss_bbox": 0.03173576094210148, "d0.dn_loss_iou": 0.2941240468621254, "d1.dn_loss_cls": 0.28657408654689787, "d1.dn_loss_bbox": 0.020915372166782617, "d1.dn_loss_iou": 0.21193636745214461, "time": 0.7107376861572265, "epoch": 322, "iter": 23804, "memory": 7298, "step": 23804}
- {"coco/bbox_mAP": 0.743, "coco/bbox_mAP_50": 0.927, "coco/bbox_mAP_75": 0.865, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.717, "coco/bbox_mAP_l": 0.845, "data_time": 0.02480084245855158, "time": 0.043545311147516426, "step": 322}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27551702976226805, "loss": 4.314218282699585, "loss_cls": 0.31125896751880644, "loss_bbox": 0.022265207264572383, "loss_iou": 0.21572220534086228, "d0.loss_cls": 0.36462931931018827, "d0.loss_bbox": 0.02597243767231703, "d0.loss_iou": 0.23293571114540101, "d1.loss_cls": 0.3176520377397537, "d1.loss_bbox": 0.022292686570435764, "d1.loss_iou": 0.2148878288269043, "enc_loss_cls": 0.43287801921367647, "enc_loss_bbox": 0.041423663198947906, "enc_loss_iou": 0.3396896582841873, "dn_loss_cls": 0.2936915212869644, "dn_loss_bbox": 0.023681552335619926, "dn_loss_iou": 0.22267722368240356, "d0.dn_loss_cls": 0.35431853830814364, "d0.dn_loss_bbox": 0.03529400937259197, "d0.dn_loss_iou": 0.30445811748504636, "d1.dn_loss_cls": 0.29329838216304777, "d1.dn_loss_bbox": 0.02359700407832861, "d1.dn_loss_iou": 0.2215941444039345, "time": 0.6521685886383056, "epoch": 323, "iter": 23878, "memory": 7298, "step": 23878}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.923, "coco/bbox_mAP_75": 0.865, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.713, "coco/bbox_mAP_l": 0.845, "data_time": 0.023796905170787464, "time": 0.04059440439397639, "step": 323}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2996174716949463, "loss": 4.240992946624756, "loss_cls": 0.30787034451961515, "loss_bbox": 0.021546491347253324, "loss_iou": 0.21160991191864015, "d0.loss_cls": 0.3513131475448608, "d0.loss_bbox": 0.02353332743048668, "d0.loss_iou": 0.22461239576339723, "d1.loss_cls": 0.312511605322361, "d1.loss_bbox": 0.021755329482257366, "d1.loss_iou": 0.20968840390443802, "enc_loss_cls": 0.4147954934835434, "enc_loss_bbox": 0.03800774086266756, "enc_loss_iou": 0.3283979371190071, "dn_loss_cls": 0.29325367748737335, "dn_loss_bbox": 0.02267249992117286, "dn_loss_iou": 0.2220570155978203, "d0.dn_loss_cls": 0.35659031569957733, "d0.dn_loss_bbox": 0.03435550194233656, "d0.dn_loss_iou": 0.3107393768429756, "d1.dn_loss_cls": 0.2931658488512039, "d1.dn_loss_bbox": 0.02252946646884084, "d1.dn_loss_iou": 0.21998713791370392, "time": 0.6782775449752808, "epoch": 324, "iter": 23952, "memory": 7298, "step": 23952}
- {"coco/bbox_mAP": 0.743, "coco/bbox_mAP_50": 0.923, "coco/bbox_mAP_75": 0.864, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.716, "coco/bbox_mAP_l": 0.845, "data_time": 0.024165652014992454, "time": 0.03954475576227361, "step": 324}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2888752889633179, "loss": 4.049442410469055, "loss_cls": 0.28915464103221894, "loss_bbox": 0.02020354550331831, "loss_iou": 0.20456057846546172, "d0.loss_cls": 0.3427523171901703, "d0.loss_bbox": 0.021951697897166014, "d0.loss_iou": 0.21803356260061263, "d1.loss_cls": 0.29631316870450974, "d1.loss_bbox": 0.020154532566666602, "d1.loss_iou": 0.20385666251182555, "enc_loss_cls": 0.3934648633003235, "enc_loss_bbox": 0.037296417467296124, "enc_loss_iou": 0.3283025652170181, "dn_loss_cls": 0.2818565422296524, "dn_loss_bbox": 0.020900585483759643, "dn_loss_iou": 0.2094210296869278, "d0.dn_loss_cls": 0.3397005116939545, "d0.dn_loss_bbox": 0.030578727573156356, "d0.dn_loss_iou": 0.2786845791339874, "d1.dn_loss_cls": 0.2826760956645012, "d1.dn_loss_bbox": 0.020852432176470755, "d1.dn_loss_iou": 0.20872745156288147, "time": 0.6587394857406617, "epoch": 325, "iter": 24026, "memory": 7298, "step": 24026}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.923, "coco/bbox_mAP_75": 0.864, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.715, "coco/bbox_mAP_l": 0.845, "data_time": 0.024618777361783115, "time": 0.040271455591375176, "step": 325}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2785991907119751, "loss": 4.137986941337585, "loss_cls": 0.30144804835319516, "loss_bbox": 0.022230204250663518, "loss_iou": 0.20680741220712662, "d0.loss_cls": 0.3497101217508316, "d0.loss_bbox": 0.025034414026886224, "d0.loss_iou": 0.22136572003364563, "d1.loss_cls": 0.30566981732845305, "d1.loss_bbox": 0.02214156271889806, "d1.loss_iou": 0.20566756993532181, "enc_loss_cls": 0.40888916969299316, "enc_loss_bbox": 0.03834913372993469, "enc_loss_iou": 0.3200691872835159, "dn_loss_cls": 0.2858202093839645, "dn_loss_bbox": 0.021139771100133656, "dn_loss_iou": 0.21289360970258714, "d0.dn_loss_cls": 0.3463823902606964, "d0.dn_loss_bbox": 0.03238079138100147, "d0.dn_loss_iou": 0.29388672322034837, "d1.dn_loss_cls": 0.2853779828548431, "d1.dn_loss_bbox": 0.02105064446106553, "d1.dn_loss_iou": 0.21167244344949723, "time": 0.6506187057495117, "epoch": 326, "iter": 24100, "memory": 7298, "step": 24100}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.923, "coco/bbox_mAP_75": 0.864, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.716, "coco/bbox_mAP_l": 0.845, "data_time": 0.02565587650645863, "time": 0.042197921059348366, "step": 326}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27792738437652587, "loss": 4.147031583786011, "loss_cls": 0.2943908405303955, "loss_bbox": 0.02460364969447255, "loss_iou": 0.20966051369905472, "d0.loss_cls": 0.35554767370224, "d0.loss_bbox": 0.026711767744272946, "d0.loss_iou": 0.2258390524983406, "d1.loss_cls": 0.2991001570224762, "d1.loss_bbox": 0.024676872324198483, "d1.loss_iou": 0.20895477145910263, "enc_loss_cls": 0.40515812039375304, "enc_loss_bbox": 0.042825661301612854, "enc_loss_iou": 0.3288991382718086, "dn_loss_cls": 0.2841490489244461, "dn_loss_bbox": 0.020636328030377626, "dn_loss_iou": 0.20981006890535356, "d0.dn_loss_cls": 0.3476991134881973, "d0.dn_loss_bbox": 0.03196649879217148, "d0.dn_loss_iou": 0.29350516736507415, "d1.dn_loss_cls": 0.28368184506893157, "d1.dn_loss_bbox": 0.02057059369981289, "d1.dn_loss_iou": 0.20864473581314086, "time": 0.6671184253692627, "epoch": 327, "iter": 24174, "memory": 7298, "step": 24174}
- {"coco/bbox_mAP": 0.738, "coco/bbox_mAP_50": 0.923, "coco/bbox_mAP_75": 0.858, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.845, "data_time": 0.02409540523182262, "time": 0.040340575304898346, "step": 327}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27688940048217775, "loss": 4.206000204086304, "loss_cls": 0.3057186436653137, "loss_bbox": 0.021399690993130206, "loss_iou": 0.21442287743091584, "d0.loss_cls": 0.3527428215742111, "d0.loss_bbox": 0.02324294751510024, "d0.loss_iou": 0.22823450088500977, "d1.loss_cls": 0.3084767284989357, "d1.loss_bbox": 0.0211973918043077, "d1.loss_iou": 0.2123722693324089, "enc_loss_cls": 0.407010400891304, "enc_loss_bbox": 0.039138219356536864, "enc_loss_iou": 0.3392954874038696, "dn_loss_cls": 0.2906747776269913, "dn_loss_bbox": 0.021755743008106947, "dn_loss_iou": 0.21703190326690674, "d0.dn_loss_cls": 0.34937552869319916, "d0.dn_loss_bbox": 0.03189954437315464, "d0.dn_loss_iou": 0.2946442532539368, "d1.dn_loss_cls": 0.29019469052553176, "d1.dn_loss_bbox": 0.021650391984730958, "d1.dn_loss_iou": 0.21552132457494735, "time": 0.6655459022521972, "epoch": 328, "iter": 24248, "memory": 7298, "step": 24248}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.923, "coco/bbox_mAP_75": 0.859, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.713, "coco/bbox_mAP_l": 0.845, "data_time": 0.027807105671275745, "time": 0.04756229574030096, "step": 328}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30911858558654787, "loss": 4.047606434822082, "loss_cls": 0.2887881886959076, "loss_bbox": 0.018586291819810866, "loss_iou": 0.20182784765958786, "d0.loss_cls": 0.3468425130844116, "d0.loss_bbox": 0.02064506456255913, "d0.loss_iou": 0.2140171805024147, "d1.loss_cls": 0.29497338712215426, "d1.loss_bbox": 0.018535372465848923, "d1.loss_iou": 0.20072261720895768, "enc_loss_cls": 0.3958103388547897, "enc_loss_bbox": 0.036325185671448705, "enc_loss_iou": 0.3280125197768211, "dn_loss_cls": 0.2821552443504334, "dn_loss_bbox": 0.01977174812927842, "dn_loss_iou": 0.2088734170794487, "d0.dn_loss_cls": 0.34595380902290346, "d0.dn_loss_bbox": 0.03019901916384697, "d0.dn_loss_iou": 0.2857692015171051, "d1.dn_loss_cls": 0.2825929856300354, "d1.dn_loss_bbox": 0.019684771932661535, "d1.dn_loss_iou": 0.2075197932124138, "time": 0.7148772573471069, "epoch": 329, "iter": 24322, "memory": 7298, "step": 24322}
- {"coco/bbox_mAP": 0.736, "coco/bbox_mAP_50": 0.923, "coco/bbox_mAP_75": 0.856, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.704, "coco/bbox_mAP_l": 0.845, "data_time": 0.02383060888810591, "time": 0.0402371883392334, "step": 329}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2813152980804443, "loss": 4.283622307777405, "loss_cls": 0.30770342946052553, "loss_bbox": 0.020091131329536438, "loss_iou": 0.2144182375073433, "d0.loss_cls": 0.36675639867782595, "d0.loss_bbox": 0.02482331670820713, "d0.loss_iou": 0.2375542238354683, "d1.loss_cls": 0.3148813593387604, "d1.loss_bbox": 0.019974064007401468, "d1.loss_iou": 0.21230626821517945, "enc_loss_cls": 0.4133541911840439, "enc_loss_bbox": 0.03953123062849045, "enc_loss_iou": 0.34316116601228713, "dn_loss_cls": 0.29182675659656526, "dn_loss_bbox": 0.021558028124272825, "dn_loss_iou": 0.22430035024881362, "d0.dn_loss_cls": 0.35538632690906524, "d0.dn_loss_bbox": 0.032728086784482004, "d0.dn_loss_iou": 0.30707593113183973, "d1.dn_loss_cls": 0.2921463733911514, "d1.dn_loss_bbox": 0.02146244401112199, "d1.dn_loss_iou": 0.22258301198482514, "time": 0.6613783311843872, "epoch": 330, "iter": 24396, "memory": 7298, "step": 24396}
- {"coco/bbox_mAP": 0.732, "coco/bbox_mAP_50": 0.922, "coco/bbox_mAP_75": 0.846, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.699, "coco/bbox_mAP_l": 0.845, "data_time": 0.033243569460782135, "time": 0.0560755729675293, "step": 330}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28742634773254394, "loss": 3.964941120147705, "loss_cls": 0.28902367323637007, "loss_bbox": 0.017954449020326137, "loss_iou": 0.1921985402703285, "d0.loss_cls": 0.34542892694473265, "d0.loss_bbox": 0.0197700116597116, "d0.loss_iou": 0.20242496192455292, "d1.loss_cls": 0.29388474583625795, "d1.loss_bbox": 0.017856601271778346, "d1.loss_iou": 0.19055721253156663, "enc_loss_cls": 0.4042197382450104, "enc_loss_bbox": 0.035781548619270326, "enc_loss_iou": 0.3127071863412857, "dn_loss_cls": 0.28042837500572204, "dn_loss_bbox": 0.019675106424838305, "dn_loss_iou": 0.20306243658065795, "d0.dn_loss_cls": 0.3372101891040802, "d0.dn_loss_bbox": 0.02930639814585447, "d0.dn_loss_iou": 0.27395846337080004, "d1.dn_loss_cls": 0.27840101152658464, "d1.dn_loss_bbox": 0.019582070335745813, "d1.dn_loss_iou": 0.20150945633649825, "time": 0.6761993598937989, "epoch": 331, "iter": 24470, "memory": 7298, "step": 24470}
- {"coco/bbox_mAP": 0.732, "coco/bbox_mAP_50": 0.922, "coco/bbox_mAP_75": 0.846, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.7, "coco/bbox_mAP_l": 0.845, "data_time": 0.02521215785633434, "time": 0.04357001998207786, "step": 331}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2684452819824219, "loss": 4.007828359603882, "loss_cls": 0.2923854887485504, "loss_bbox": 0.01936464074999094, "loss_iou": 0.19825073093175888, "d0.loss_cls": 0.3398816621303558, "d0.loss_bbox": 0.021653284169733524, "d0.loss_iou": 0.21244129538536072, "d1.loss_cls": 0.29298527777194977, "d1.loss_bbox": 0.019287685323506595, "d1.loss_iou": 0.19688627988100052, "enc_loss_cls": 0.39792356789112093, "enc_loss_bbox": 0.03606012772768736, "enc_loss_iou": 0.31529068350791933, "dn_loss_cls": 0.2808200964331627, "dn_loss_bbox": 0.020060084275901318, "dn_loss_iou": 0.20568293005228042, "d0.dn_loss_cls": 0.3420944225788116, "d0.dn_loss_bbox": 0.030104214288294316, "d0.dn_loss_iou": 0.2821875911951065, "d1.dn_loss_cls": 0.2805145746469498, "d1.dn_loss_bbox": 0.019963077045977117, "d1.dn_loss_iou": 0.20399068534374237, "time": 0.658641676902771, "epoch": 332, "iter": 24544, "memory": 7298, "step": 24544}
- {"coco/bbox_mAP": 0.733, "coco/bbox_mAP_50": 0.922, "coco/bbox_mAP_75": 0.846, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.7, "coco/bbox_mAP_l": 0.847, "data_time": 0.025758699937300247, "time": 0.04371989857066761, "step": 332}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2742683696746826, "loss": 4.084494490623474, "loss_cls": 0.29256351083517074, "loss_bbox": 0.022195389475673438, "loss_iou": 0.20932386845350265, "d0.loss_cls": 0.3432782918214798, "d0.loss_bbox": 0.024548826348036526, "d0.loss_iou": 0.22240570932626724, "d1.loss_cls": 0.3011316651105881, "d1.loss_bbox": 0.021752573419362306, "d1.loss_iou": 0.20739224761724473, "enc_loss_cls": 0.39742358326911925, "enc_loss_bbox": 0.03787578269839287, "enc_loss_iou": 0.32240918099880217, "dn_loss_cls": 0.2837866172194481, "dn_loss_bbox": 0.020457666013389827, "dn_loss_iou": 0.20970219016075134, "d0.dn_loss_cls": 0.3428028291463852, "d0.dn_loss_bbox": 0.030043593496084212, "d0.dn_loss_iou": 0.28152030557394025, "d1.dn_loss_cls": 0.28518087714910506, "d1.dn_loss_bbox": 0.0203598496504128, "d1.dn_loss_iou": 0.20834000617265702, "time": 0.6572219610214234, "epoch": 333, "iter": 24618, "memory": 7298, "step": 24618}
- {"coco/bbox_mAP": 0.732, "coco/bbox_mAP_50": 0.922, "coco/bbox_mAP_75": 0.846, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.701, "coco/bbox_mAP_l": 0.845, "data_time": 0.02342711795460094, "time": 0.041242361068725586, "step": 333}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2689361524581909, "loss": 4.086609172821045, "loss_cls": 0.298969424366951, "loss_bbox": 0.02133140593767166, "loss_iou": 0.19994648098945617, "d0.loss_cls": 0.35104993522167205, "d0.loss_bbox": 0.023701318111270665, "d0.loss_iou": 0.21309338510036469, "d1.loss_cls": 0.30951544672250747, "d1.loss_bbox": 0.02131730817258358, "d1.loss_iou": 0.19851613253355027, "enc_loss_cls": 0.40587697982788085, "enc_loss_bbox": 0.03945722304284573, "enc_loss_iou": 0.3141273406147957, "dn_loss_cls": 0.28169207125902174, "dn_loss_bbox": 0.021622828859835862, "dn_loss_iou": 0.2069661682844162, "d0.dn_loss_cls": 0.3475224208831787, "d0.dn_loss_bbox": 0.0324863051250577, "d0.dn_loss_iou": 0.2883420899510384, "d1.dn_loss_cls": 0.28363285392522813, "d1.dn_loss_bbox": 0.021547723039984704, "d1.dn_loss_iou": 0.20589427798986434, "time": 0.6610473585128784, "epoch": 334, "iter": 24692, "memory": 7298, "step": 24692}
- {"coco/bbox_mAP": 0.733, "coco/bbox_mAP_50": 0.922, "coco/bbox_mAP_75": 0.846, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.703, "coco/bbox_mAP_l": 0.845, "data_time": 0.02317070960998535, "time": 0.04050670970569958, "step": 334}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2649834585189819, "loss": 4.354333910942078, "loss_cls": 0.3136020374298096, "loss_bbox": 0.02359317196533084, "loss_iou": 0.21958074420690538, "d0.loss_cls": 0.37027614414691923, "d0.loss_bbox": 0.026914541069418194, "d0.loss_iou": 0.23432952284812927, "d1.loss_cls": 0.3306796360015869, "d1.loss_bbox": 0.023794134333729743, "d1.loss_iou": 0.21772224336862564, "enc_loss_cls": 0.45102500915527344, "enc_loss_bbox": 0.04190493516623974, "enc_loss_iou": 0.34612873315811155, "dn_loss_cls": 0.2916285187005997, "dn_loss_bbox": 0.022207908257842066, "dn_loss_iou": 0.22064646303653718, "d0.dn_loss_cls": 0.35386586010456084, "d0.dn_loss_bbox": 0.033053560853004454, "d0.dn_loss_iou": 0.2981902822852135, "d1.dn_loss_cls": 0.29429087191820147, "d1.dn_loss_bbox": 0.02209696689620614, "d1.dn_loss_iou": 0.21880265057086945, "time": 0.6580783891677856, "epoch": 335, "iter": 24766, "memory": 7298, "step": 24766}
- {"coco/bbox_mAP": 0.736, "coco/bbox_mAP_50": 0.922, "coco/bbox_mAP_75": 0.846, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.706, "coco/bbox_mAP_l": 0.845, "data_time": 0.022938771681352096, "time": 0.04018365253101696, "step": 335}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28879570960998535, "loss": 4.068114681243896, "loss_cls": 0.29549432575702667, "loss_bbox": 0.020976306609809398, "loss_iou": 0.20287823110818862, "d0.loss_cls": 0.3493480962514877, "d0.loss_bbox": 0.022620814274996518, "d0.loss_iou": 0.2170755723118782, "d1.loss_cls": 0.3011609733104706, "d1.loss_bbox": 0.020912272073328495, "d1.loss_iou": 0.20188357025384904, "enc_loss_cls": 0.3985375165939331, "enc_loss_bbox": 0.037935918755829336, "enc_loss_iou": 0.3289065331220627, "dn_loss_cls": 0.2831258088350296, "dn_loss_bbox": 0.020090760271996258, "dn_loss_iou": 0.20592556178569793, "d0.dn_loss_cls": 0.3423568308353424, "d0.dn_loss_bbox": 0.030542518869042398, "d0.dn_loss_iou": 0.2810113143920898, "d1.dn_loss_cls": 0.28274283826351165, "d1.dn_loss_bbox": 0.020011838208884, "d1.dn_loss_iou": 0.20457713335752487, "time": 0.6613823938369751, "epoch": 336, "iter": 24840, "memory": 7298, "step": 24840}
- {"coco/bbox_mAP": 0.737, "coco/bbox_mAP_50": 0.923, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.845, "data_time": 0.025132049213756214, "time": 0.04089632901278409, "step": 336}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29021353244781495, "loss": 4.264127593040467, "loss_cls": 0.31042248964309693, "loss_bbox": 0.019778438843786716, "loss_iou": 0.21806914895772933, "d0.loss_cls": 0.36205618381500243, "d0.loss_bbox": 0.02156914843246341, "d0.loss_iou": 0.2282686722278595, "d1.loss_cls": 0.3142105579376221, "d1.loss_bbox": 0.019609467945992946, "d1.loss_iou": 0.21517278462648393, "enc_loss_cls": 0.40680443584918974, "enc_loss_bbox": 0.03655540358275175, "enc_loss_iou": 0.3387792360782623, "dn_loss_cls": 0.29602624744176864, "dn_loss_bbox": 0.021194180008023977, "dn_loss_iou": 0.22737353324890136, "d0.dn_loss_cls": 0.35380279302597045, "d0.dn_loss_bbox": 0.031615736708045, "d0.dn_loss_iou": 0.30209412902593613, "d1.dn_loss_cls": 0.29516477942466735, "d1.dn_loss_bbox": 0.021020347829908134, "d1.dn_loss_iou": 0.2245399111509323, "time": 0.6705755186080933, "epoch": 337, "iter": 24914, "memory": 7298, "step": 24914}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.918, "coco/bbox_mAP_75": 0.865, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.715, "coco/bbox_mAP_l": 0.848, "data_time": 0.025464339689774948, "time": 0.042389327829534355, "step": 337}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2738961696624756, "loss": 4.152203540802002, "loss_cls": 0.30588021904230117, "loss_bbox": 0.01993295595049858, "loss_iou": 0.203701451420784, "d0.loss_cls": 0.37028376162052157, "d0.loss_bbox": 0.022389270011335612, "d0.loss_iou": 0.21888517558574677, "d1.loss_cls": 0.3130216398835182, "d1.loss_bbox": 0.01972120152786374, "d1.loss_iou": 0.20173495769500732, "enc_loss_cls": 0.4084293097257614, "enc_loss_bbox": 0.0374742965772748, "enc_loss_iou": 0.32532432317733767, "dn_loss_cls": 0.2856584852933884, "dn_loss_bbox": 0.021160098388791085, "dn_loss_iou": 0.2098900455236435, "d0.dn_loss_cls": 0.3497751867771149, "d0.dn_loss_bbox": 0.03217274256050587, "d0.dn_loss_iou": 0.29116305768489836, "d1.dn_loss_cls": 0.2861114487051964, "d1.dn_loss_bbox": 0.021070877090096474, "d1.dn_loss_iou": 0.20842302232980728, "time": 0.6603824329376221, "epoch": 338, "iter": 24988, "memory": 7298, "step": 24988}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.918, "coco/bbox_mAP_75": 0.866, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.715, "coco/bbox_mAP_l": 0.848, "data_time": 0.024728319861672142, "time": 0.04417003284801136, "step": 338}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.294766526222229, "loss": 4.044886889457703, "loss_cls": 0.299012316763401, "loss_bbox": 0.0175039254873991, "loss_iou": 0.1930686154961586, "d0.loss_cls": 0.35944207847118376, "d0.loss_bbox": 0.019724815525114535, "d0.loss_iou": 0.2082562753558159, "d1.loss_cls": 0.30491368144750597, "d1.loss_bbox": 0.0174410904571414, "d1.loss_iou": 0.19150418788194656, "enc_loss_cls": 0.41053576409816744, "enc_loss_bbox": 0.03435323122888803, "enc_loss_iou": 0.3169925197958946, "dn_loss_cls": 0.28139070332050325, "dn_loss_bbox": 0.019476416148245336, "dn_loss_iou": 0.2051629528403282, "d0.dn_loss_cls": 0.3445484459400177, "d0.dn_loss_bbox": 0.029662189185619355, "d0.dn_loss_iou": 0.28643175393342973, "d1.dn_loss_cls": 0.2820844608545303, "d1.dn_loss_bbox": 0.019399482216686012, "d1.dn_loss_iou": 0.20398206174373626, "time": 0.6937857151031495, "epoch": 339, "iter": 25062, "memory": 7298, "step": 25062}
- {"coco/bbox_mAP": 0.743, "coco/bbox_mAP_50": 0.919, "coco/bbox_mAP_75": 0.867, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.716, "coco/bbox_mAP_l": 0.848, "data_time": 0.02316362207586115, "time": 0.04054232077165083, "step": 339}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2866320037841797, "loss": 4.153465900421143, "loss_cls": 0.29561438590288164, "loss_bbox": 0.020883158948272466, "loss_iou": 0.2067069110274315, "d0.loss_cls": 0.3597072380781174, "d0.loss_bbox": 0.02390256501734257, "d0.loss_iou": 0.22258080720901488, "d1.loss_cls": 0.3077688652276993, "d1.loss_bbox": 0.021086110565811396, "d1.loss_iou": 0.2057159027457237, "enc_loss_cls": 0.40858047127723696, "enc_loss_bbox": 0.04046149395406246, "enc_loss_iou": 0.3291439065337181, "dn_loss_cls": 0.2845439437031746, "dn_loss_bbox": 0.0218209077604115, "dn_loss_iou": 0.21261487394571305, "d0.dn_loss_cls": 0.3490533638000488, "d0.dn_loss_bbox": 0.033430663496255876, "d0.dn_loss_iou": 0.2920211312174797, "d1.dn_loss_cls": 0.28447063505649567, "d1.dn_loss_bbox": 0.021758516691625117, "d1.dn_loss_iou": 0.21160001516342164, "time": 0.6576878547668457, "epoch": 340, "iter": 25136, "memory": 7298, "step": 25136}
- {"coco/bbox_mAP": 0.743, "coco/bbox_mAP_50": 0.919, "coco/bbox_mAP_75": 0.867, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.716, "coco/bbox_mAP_l": 0.848, "data_time": 0.023316795175725765, "time": 0.03998374938964844, "step": 340}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2879824781417847, "loss": 4.137717142105102, "loss_cls": 0.2994194138050079, "loss_bbox": 0.019309409111738205, "loss_iou": 0.20802734225988387, "d0.loss_cls": 0.35207944571971894, "d0.loss_bbox": 0.021575563680380584, "d0.loss_iou": 0.22348328202962875, "d1.loss_cls": 0.305872043967247, "d1.loss_bbox": 0.019382693767547608, "d1.loss_iou": 0.20708031475543975, "enc_loss_cls": 0.4066947937011719, "enc_loss_bbox": 0.03559113271534443, "enc_loss_iou": 0.3220470362901688, "dn_loss_cls": 0.28797885179519656, "dn_loss_bbox": 0.020232897866517306, "dn_loss_iou": 0.21509885549545288, "d0.dn_loss_cls": 0.3478397250175476, "d0.dn_loss_bbox": 0.030119932293891906, "d0.dn_loss_iou": 0.29351872593164446, "d1.dn_loss_cls": 0.2886012804508209, "d1.dn_loss_bbox": 0.020113816913217307, "d1.dn_loss_iou": 0.2136506375670433, "time": 0.6761770963668823, "epoch": 341, "iter": 25210, "memory": 7298, "step": 25210}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.919, "coco/bbox_mAP_75": 0.867, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.716, "coco/bbox_mAP_l": 0.848, "data_time": 0.024127981879494408, "time": 0.039951454509388314, "step": 341}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29568760871887206, "loss": 4.021011037826538, "loss_cls": 0.2955132421851158, "loss_bbox": 0.019444720037281513, "loss_iou": 0.19436555981636047, "d0.loss_cls": 0.35160560131073, "d0.loss_bbox": 0.021678630188107492, "d0.loss_iou": 0.2085917243361473, "d1.loss_cls": 0.3025545546412468, "d1.loss_bbox": 0.01939661705866456, "d1.loss_iou": 0.19353628769516945, "enc_loss_cls": 0.3969824832677841, "enc_loss_bbox": 0.038206917382776734, "enc_loss_iou": 0.3231224226951599, "dn_loss_cls": 0.2777794528007507, "dn_loss_bbox": 0.020985810793936254, "dn_loss_iou": 0.20441579580307007, "d0.dn_loss_cls": 0.33951965034008025, "d0.dn_loss_bbox": 0.031079105585813522, "d0.dn_loss_iou": 0.27880282908678056, "d1.dn_loss_cls": 0.2788607689738274, "d1.dn_loss_bbox": 0.020929614678025246, "d1.dn_loss_iou": 0.2036392632126808, "time": 0.6843663120269775, "epoch": 342, "iter": 25284, "memory": 7298, "step": 25284}
- {"coco/bbox_mAP": 0.743, "coco/bbox_mAP_50": 0.919, "coco/bbox_mAP_75": 0.867, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.716, "coco/bbox_mAP_l": 0.848, "data_time": 0.025585586374456234, "time": 0.044569969177246094, "step": 342}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2964306640625, "loss": 4.108322639465332, "loss_cls": 0.29440938025712965, "loss_bbox": 0.019531341325491666, "loss_iou": 0.20558827847242356, "d0.loss_cls": 0.3469607585668564, "d0.loss_bbox": 0.022030811551958324, "d0.loss_iou": 0.21709733128547667, "d1.loss_cls": 0.29890449285507203, "d1.loss_bbox": 0.02007231267169118, "d1.loss_iou": 0.2039332503080368, "enc_loss_cls": 0.4110648500919342, "enc_loss_bbox": 0.03791119039058685, "enc_loss_iou": 0.32576406419277193, "dn_loss_cls": 0.28606653153896333, "dn_loss_bbox": 0.020325521621853113, "dn_loss_iou": 0.21341028898954392, "d0.dn_loss_cls": 0.346121666431427, "d0.dn_loss_bbox": 0.031040503345429897, "d0.dn_loss_iou": 0.2907124137878418, "d1.dn_loss_cls": 0.28550935089588164, "d1.dn_loss_bbox": 0.020220403838902713, "d1.dn_loss_iou": 0.21164787709712982, "time": 0.6981391859054565, "epoch": 343, "iter": 25358, "memory": 7298, "step": 25358}
- {"coco/bbox_mAP": 0.74, "coco/bbox_mAP_50": 0.919, "coco/bbox_mAP_75": 0.867, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.712, "coco/bbox_mAP_l": 0.848, "data_time": 0.025475588711825283, "time": 0.04451788555492054, "step": 343}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2944200038909912, "loss": 4.044383654594421, "loss_cls": 0.28925049245357515, "loss_bbox": 0.020816832818090915, "loss_iou": 0.20531350046396254, "d0.loss_cls": 0.34127817034721375, "d0.loss_bbox": 0.02298085430637002, "d0.loss_iou": 0.21852575689554216, "d1.loss_cls": 0.29440509140491483, "d1.loss_bbox": 0.021862473357468843, "d1.loss_iou": 0.2052075210213661, "enc_loss_cls": 0.3902682662010193, "enc_loss_bbox": 0.036766553148627285, "enc_loss_iou": 0.32130642980337143, "dn_loss_cls": 0.2800259828567505, "dn_loss_bbox": 0.02068336671218276, "dn_loss_iou": 0.20931266784667968, "d0.dn_loss_cls": 0.3419698107242584, "d0.dn_loss_bbox": 0.030253667049109936, "d0.dn_loss_iou": 0.2855232694745064, "d1.dn_loss_cls": 0.2797937136888504, "d1.dn_loss_bbox": 0.020616279505193232, "d1.dn_loss_iou": 0.20822296679019928, "time": 0.6805863189697265, "epoch": 344, "iter": 25432, "memory": 7298, "step": 25432}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.919, "coco/bbox_mAP_75": 0.875, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.716, "coco/bbox_mAP_l": 0.848, "data_time": 0.029857527125965466, "time": 0.049828160892833366, "step": 344}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3129589128494263, "loss": 4.057719349861145, "loss_cls": 0.2934125271439552, "loss_bbox": 0.020904068630188705, "loss_iou": 0.20842737197875977, "d0.loss_cls": 0.3376000356674194, "d0.loss_bbox": 0.023576418738812208, "d0.loss_iou": 0.22200903534889221, "d1.loss_cls": 0.2968881234526634, "d1.loss_bbox": 0.021330000218003988, "d1.loss_iou": 0.2066876044869423, "enc_loss_cls": 0.39185932517051697, "enc_loss_bbox": 0.037232640646398064, "enc_loss_iou": 0.3146522045135498, "dn_loss_cls": 0.28390207707881926, "dn_loss_bbox": 0.02079424384981394, "dn_loss_iou": 0.20995380938053132, "d0.dn_loss_cls": 0.342876181602478, "d0.dn_loss_bbox": 0.030518026389181614, "d0.dn_loss_iou": 0.28184029638767244, "d1.dn_loss_cls": 0.28430154532194135, "d1.dn_loss_bbox": 0.020706509854644537, "d1.dn_loss_iou": 0.20824728339910506, "time": 0.7033964824676514, "epoch": 345, "iter": 25506, "memory": 7298, "step": 25506}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.919, "coco/bbox_mAP_75": 0.866, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.715, "coco/bbox_mAP_l": 0.848, "data_time": 0.030828020789406517, "time": 0.05209240046414462, "step": 345}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.303959436416626, "loss": 4.0664334392547605, "loss_cls": 0.29426683515310287, "loss_bbox": 0.019206209890544414, "loss_iou": 0.20652480006217958, "d0.loss_cls": 0.33945077121257783, "d0.loss_bbox": 0.021381936259567736, "d0.loss_iou": 0.22022592514753342, "d1.loss_cls": 0.29758370518684385, "d1.loss_bbox": 0.019153677597641944, "d1.loss_iou": 0.2061002567410469, "enc_loss_cls": 0.3873502773046493, "enc_loss_bbox": 0.033825318552553656, "enc_loss_iou": 0.30974252104759215, "dn_loss_cls": 0.2867999002337456, "dn_loss_bbox": 0.020664784070104362, "dn_loss_iou": 0.2144248777627945, "d0.dn_loss_cls": 0.3462032037973404, "d0.dn_loss_bbox": 0.03173610683530569, "d0.dn_loss_iou": 0.29174648702144623, "d1.dn_loss_cls": 0.2864554125070572, "d1.dn_loss_bbox": 0.020571764819324018, "d1.dn_loss_iou": 0.2130186054110527, "time": 0.6781706380844116, "epoch": 346, "iter": 25580, "memory": 7298, "step": 25580}
- {"coco/bbox_mAP": 0.739, "coco/bbox_mAP_50": 0.919, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.71, "coco/bbox_mAP_l": 0.848, "data_time": 0.02572144161571156, "time": 0.045501145449551667, "step": 346}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.315824933052063, "loss": 4.05793258190155, "loss_cls": 0.28900272816419603, "loss_bbox": 0.020029279869049788, "loss_iou": 0.2061244523525238, "d0.loss_cls": 0.3351751160621643, "d0.loss_bbox": 0.02207221968099475, "d0.loss_iou": 0.22065756350755691, "d1.loss_cls": 0.2948054298758507, "d1.loss_bbox": 0.019924516901373864, "d1.loss_iou": 0.2046288487315178, "enc_loss_cls": 0.38817133128643033, "enc_loss_bbox": 0.035371120385825634, "enc_loss_iou": 0.31734116017818453, "dn_loss_cls": 0.2844637194275856, "dn_loss_bbox": 0.020698987971991302, "dn_loss_iou": 0.21339863777160645, "d0.dn_loss_cls": 0.346151197552681, "d0.dn_loss_bbox": 0.030517636314034462, "d0.dn_loss_iou": 0.2927688530087471, "d1.dn_loss_cls": 0.2841538619995117, "d1.dn_loss_bbox": 0.02060165047645569, "d1.dn_loss_iou": 0.21187420129776002, "time": 0.7042115497589111, "epoch": 347, "iter": 25654, "memory": 7298, "step": 25654}
- {"coco/bbox_mAP": 0.739, "coco/bbox_mAP_50": 0.919, "coco/bbox_mAP_75": 0.848, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.71, "coco/bbox_mAP_l": 0.847, "data_time": 0.023845780979503284, "time": 0.04609081961891868, "step": 347}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30517896175384523, "loss": 4.140491633415222, "loss_cls": 0.2971545058488846, "loss_bbox": 0.023386098872870208, "loss_iou": 0.21100787058472634, "d0.loss_cls": 0.3459413135051727, "d0.loss_bbox": 0.025918270461261272, "d0.loss_iou": 0.22440985351800918, "d1.loss_cls": 0.2994612351059914, "d1.loss_bbox": 0.023589011747390032, "d1.loss_iou": 0.20944759875535965, "enc_loss_cls": 0.39986011266708377, "enc_loss_bbox": 0.04042573787271977, "enc_loss_iou": 0.33277962774038317, "dn_loss_cls": 0.28620207875967024, "dn_loss_bbox": 0.021769325751811265, "dn_loss_iou": 0.21678276628255844, "d0.dn_loss_cls": 0.34254930436611175, "d0.dn_loss_bbox": 0.0317094075679779, "d0.dn_loss_iou": 0.28551190823316575, "d1.dn_loss_cls": 0.2859114211797714, "d1.dn_loss_bbox": 0.02165188917890191, "d1.dn_loss_iou": 0.21502235054969787, "time": 0.6835295486450196, "epoch": 348, "iter": 25728, "memory": 7298, "step": 25728}
- {"coco/bbox_mAP": 0.739, "coco/bbox_mAP_50": 0.919, "coco/bbox_mAP_75": 0.848, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.71, "coco/bbox_mAP_l": 0.847, "data_time": 0.027210669084028763, "time": 0.04744206775318493, "step": 348}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.283287992477417, "loss": 4.060530858039856, "loss_cls": 0.2964202278852463, "loss_bbox": 0.019349289778620004, "loss_iou": 0.20044529110193252, "d0.loss_cls": 0.3502594727277756, "d0.loss_bbox": 0.021236340012401343, "d0.loss_iou": 0.21435605257749557, "d1.loss_cls": 0.3033883202075958, "d1.loss_bbox": 0.019211700912564994, "d1.loss_iou": 0.19843580394983293, "enc_loss_cls": 0.4093212538957596, "enc_loss_bbox": 0.0370416696369648, "enc_loss_iou": 0.3159990352392197, "dn_loss_cls": 0.28310402274131774, "dn_loss_bbox": 0.020681031979620457, "dn_loss_iou": 0.2075799211859703, "d0.dn_loss_cls": 0.34110757529735564, "d0.dn_loss_bbox": 0.030626306124031544, "d0.dn_loss_iou": 0.2816597017645836, "d1.dn_loss_cls": 0.2830075705051422, "d1.dn_loss_bbox": 0.020612267963588237, "d1.dn_loss_iou": 0.20668802797794342, "time": 0.6742495155334473, "epoch": 349, "iter": 25802, "memory": 7298, "step": 25802}
- {"coco/bbox_mAP": 0.739, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.848, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.711, "coco/bbox_mAP_l": 0.848, "data_time": 0.025937557220458984, "time": 0.04461888833479448, "step": 349}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29218191146850586, "loss": 3.915875024795532, "loss_cls": 0.2841607090830803, "loss_bbox": 0.019366324059665204, "loss_iou": 0.1948351739346981, "d0.loss_cls": 0.3280345368385315, "d0.loss_bbox": 0.021555374320596458, "d0.loss_iou": 0.20808223515748978, "d1.loss_cls": 0.28807490527629853, "d1.loss_bbox": 0.01905235866084695, "d1.loss_iou": 0.19299254775047303, "enc_loss_cls": 0.38197249591350557, "enc_loss_bbox": 0.03592870984226465, "enc_loss_iou": 0.31178298622369766, "dn_loss_cls": 0.2757862669229507, "dn_loss_bbox": 0.019599453508853913, "dn_loss_iou": 0.19922951757907867, "d0.dn_loss_cls": 0.3386318141222, "d0.dn_loss_bbox": 0.0295632454007864, "d0.dn_loss_iou": 0.2734012630581856, "d1.dn_loss_cls": 0.27568578004837035, "d1.dn_loss_bbox": 0.019545162618160247, "d1.dn_loss_iou": 0.1985941308736801, "time": 0.6733935356140137, "epoch": 350, "iter": 25876, "memory": 7298, "step": 25876}
- {"coco/bbox_mAP": 0.739, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.848, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.711, "coco/bbox_mAP_l": 0.847, "data_time": 0.02787538008256392, "time": 0.04964867505160245, "step": 350}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.32230128288269044, "loss": 3.982790246009827, "loss_cls": 0.29360178172588347, "loss_bbox": 0.01826390529051423, "loss_iou": 0.19737442433834076, "d0.loss_cls": 0.34519937574863435, "d0.loss_bbox": 0.020226663276553154, "d0.loss_iou": 0.2051883977651596, "d1.loss_cls": 0.298002162873745, "d1.loss_bbox": 0.018189769815653564, "d1.loss_iou": 0.1950395119190216, "enc_loss_cls": 0.3947941780090332, "enc_loss_bbox": 0.03472734682261944, "enc_loss_iou": 0.3153526097536087, "dn_loss_cls": 0.2788073417544365, "dn_loss_bbox": 0.01966043408960104, "dn_loss_iou": 0.2039111602306366, "d0.dn_loss_cls": 0.3393752139806747, "d0.dn_loss_bbox": 0.0299162719771266, "d0.dn_loss_iou": 0.27586301654577255, "d1.dn_loss_cls": 0.27803912192583086, "d1.dn_loss_bbox": 0.01953283503651619, "d1.dn_loss_iou": 0.20172474563121795, "time": 0.7281571006774903, "epoch": 351, "iter": 25950, "memory": 7298, "step": 25950}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.713, "coco/bbox_mAP_l": 0.847, "data_time": 0.02703846584666859, "time": 0.048565366051413796, "step": 351}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30469589710235595, "loss": 4.112467584609985, "loss_cls": 0.2928045037388802, "loss_bbox": 0.02100311055779457, "loss_iou": 0.2046564754843712, "d0.loss_cls": 0.34325151920318603, "d0.loss_bbox": 0.02334407437592745, "d0.loss_iou": 0.2192606097459793, "d1.loss_cls": 0.3067185294628143, "d1.loss_bbox": 0.02091181796044111, "d1.loss_iou": 0.20409461081027985, "enc_loss_cls": 0.4054273152351379, "enc_loss_bbox": 0.039985742010176184, "enc_loss_iou": 0.32938174933195113, "dn_loss_cls": 0.2831866905093193, "dn_loss_bbox": 0.021014151722192766, "dn_loss_iou": 0.21078676849603653, "d0.dn_loss_cls": 0.3459530591964722, "d0.dn_loss_bbox": 0.03236219454556703, "d0.dn_loss_iou": 0.2918100252747536, "d1.dn_loss_cls": 0.28532335311174395, "d1.dn_loss_bbox": 0.02096777530387044, "d1.dn_loss_iou": 0.21022354036569596, "time": 0.7069235944747925, "epoch": 352, "iter": 26024, "memory": 7298, "step": 26024}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.848, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.713, "coco/bbox_mAP_l": 0.847, "data_time": 0.026822241869839756, "time": 0.05061346834356135, "step": 352}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2959257125854492, "loss": 4.070182571411133, "loss_cls": 0.2932331100106239, "loss_bbox": 0.021241244822740556, "loss_iou": 0.20505672484636306, "d0.loss_cls": 0.3451606786251068, "d0.loss_bbox": 0.025132908672094344, "d0.loss_iou": 0.22111571818590164, "d1.loss_cls": 0.29341108471155164, "d1.loss_bbox": 0.021197221651673318, "d1.loss_iou": 0.2040089586377144, "enc_loss_cls": 0.409691806435585, "enc_loss_bbox": 0.03868619602173567, "enc_loss_iou": 0.3299728468060493, "dn_loss_cls": 0.2800410071015358, "dn_loss_bbox": 0.020540663842111825, "dn_loss_iou": 0.20521298944950103, "d0.dn_loss_cls": 0.34059356808662417, "d0.dn_loss_bbox": 0.031096171252429486, "d0.dn_loss_iou": 0.28102177888154983, "d1.dn_loss_cls": 0.27910879284143447, "d1.dn_loss_bbox": 0.020485173612833023, "d1.dn_loss_iou": 0.20417388439178466, "time": 0.6928688383102417, "epoch": 353, "iter": 26098, "memory": 7298, "step": 26098}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.713, "coco/bbox_mAP_l": 0.847, "data_time": 0.02758015285838734, "time": 0.049309860576282845, "step": 353}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31216623306274416, "loss": 4.068745970726013, "loss_cls": 0.30307830482721326, "loss_bbox": 0.01948649311438203, "loss_iou": 0.1975991740822792, "d0.loss_cls": 0.35276280641555785, "d0.loss_bbox": 0.021858477629721165, "d0.loss_iou": 0.2119215175509453, "d1.loss_cls": 0.30610020786523817, "d1.loss_bbox": 0.019459453746676444, "d1.loss_iou": 0.19692418605089188, "enc_loss_cls": 0.4084789705276489, "enc_loss_bbox": 0.03875753447413444, "enc_loss_iou": 0.3231757605075836, "dn_loss_cls": 0.2806942522525787, "dn_loss_bbox": 0.02141936991363764, "dn_loss_iou": 0.20710874646902083, "d0.dn_loss_cls": 0.3403451782464981, "d0.dn_loss_bbox": 0.03226024989038706, "d0.dn_loss_iou": 0.2796753391623497, "d1.dn_loss_cls": 0.2800621858239174, "d1.dn_loss_bbox": 0.02136766819283366, "d1.dn_loss_iou": 0.20621012449264525, "time": 0.7136298561096192, "epoch": 354, "iter": 26172, "memory": 7298, "step": 26172}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.711, "coco/bbox_mAP_l": 0.847, "data_time": 0.027337832884355026, "time": 0.04666122523221103, "step": 354}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3074726915359497, "loss": 3.9684473991394045, "loss_cls": 0.28809714794158936, "loss_bbox": 0.020004872363060713, "loss_iou": 0.19858122497797012, "d0.loss_cls": 0.3303936105966568, "d0.loss_bbox": 0.02175151539966464, "d0.loss_iou": 0.21229546129703522, "d1.loss_cls": 0.29081250697374345, "d1.loss_bbox": 0.020148850735276936, "d1.loss_iou": 0.19766327410936355, "enc_loss_cls": 0.3922487020492554, "enc_loss_bbox": 0.035302982293069364, "enc_loss_iou": 0.3133853635191917, "dn_loss_cls": 0.27813630521297456, "dn_loss_bbox": 0.020224464777857065, "dn_loss_iou": 0.20490664660930633, "d0.dn_loss_cls": 0.3368709796667099, "d0.dn_loss_bbox": 0.029627844244241714, "d0.dn_loss_iou": 0.2755692207813263, "d1.dn_loss_cls": 0.2782361117005348, "d1.dn_loss_bbox": 0.020165447928011417, "d1.dn_loss_iou": 0.2040249240398407, "time": 0.6889799642562866, "epoch": 355, "iter": 26246, "memory": 7298, "step": 26246}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.848, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.715, "coco/bbox_mAP_l": 0.847, "data_time": 0.026759754527698864, "time": 0.04781432585282759, "step": 355}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3130643081665039, "loss": 4.010651330947876, "loss_cls": 0.28876803159713743, "loss_bbox": 0.018467444498091935, "loss_iou": 0.19962868735194206, "d0.loss_cls": 0.33188658595085146, "d0.loss_bbox": 0.020756149273365734, "d0.loss_iou": 0.21231125742197038, "d1.loss_cls": 0.29375347375869754, "d1.loss_bbox": 0.018347547147423027, "d1.loss_iou": 0.19745828732848167, "enc_loss_cls": 0.3941767799854279, "enc_loss_bbox": 0.03478091303259134, "enc_loss_iou": 0.3099034532904625, "dn_loss_cls": 0.2838180562853813, "dn_loss_bbox": 0.020138081684708594, "dn_loss_iou": 0.21031943917274476, "d0.dn_loss_cls": 0.3441210925579071, "d0.dn_loss_bbox": 0.03070977073162794, "d0.dn_loss_iou": 0.2897016516327858, "d1.dn_loss_cls": 0.283440146446228, "d1.dn_loss_bbox": 0.020018748361617326, "d1.dn_loss_iou": 0.20814571171998977, "time": 0.7259749364852905, "epoch": 356, "iter": 26320, "memory": 7298, "step": 26320}
- {"coco/bbox_mAP": 0.74, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.846, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.709, "coco/bbox_mAP_l": 0.847, "data_time": 0.02441926435990767, "time": 0.043039647015658294, "step": 356}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3054864740371704, "loss": 4.0453614902496335, "loss_cls": 0.29240665078163147, "loss_bbox": 0.01910148987546563, "loss_iou": 0.20305657178163528, "d0.loss_cls": 0.3358243352174759, "d0.loss_bbox": 0.021138691827654838, "d0.loss_iou": 0.21504372239112854, "d1.loss_cls": 0.299018138051033, "d1.loss_bbox": 0.0189903268776834, "d1.loss_iou": 0.20131577759981156, "enc_loss_cls": 0.39642938911914827, "enc_loss_bbox": 0.03546164251863956, "enc_loss_iou": 0.31034809589385987, "dn_loss_cls": 0.28519847989082336, "dn_loss_bbox": 0.020476084277033804, "dn_loss_iou": 0.2118586555123329, "d0.dn_loss_cls": 0.3458944880962372, "d0.dn_loss_bbox": 0.030837208963930607, "d0.dn_loss_iou": 0.2872260320186615, "d1.dn_loss_cls": 0.2851062527298927, "d1.dn_loss_bbox": 0.020370720997452737, "d1.dn_loss_iou": 0.21025877296924592, "time": 0.7033204174041748, "epoch": 357, "iter": 26394, "memory": 7298, "step": 26394}
- {"coco/bbox_mAP": 0.74, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.708, "coco/bbox_mAP_l": 0.847, "data_time": 0.026700735092163086, "time": 0.048138553445989433, "step": 357}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31899739265441895, "loss": 4.016849431991577, "loss_cls": 0.29336964458227155, "loss_bbox": 0.019066336769610642, "loss_iou": 0.19782235860824585, "d0.loss_cls": 0.33265733361244204, "d0.loss_bbox": 0.021609033998101948, "d0.loss_iou": 0.21378773137927054, "d1.loss_cls": 0.29811757415533063, "d1.loss_bbox": 0.018974778093397617, "d1.loss_iou": 0.19614339530467986, "enc_loss_cls": 0.3995358419418335, "enc_loss_bbox": 0.038991502672433856, "enc_loss_iou": 0.331744532585144, "dn_loss_cls": 0.2783154368400574, "dn_loss_bbox": 0.020027768872678278, "dn_loss_iou": 0.20355843871831894, "d0.dn_loss_cls": 0.3409470599889755, "d0.dn_loss_bbox": 0.030929881148040295, "d0.dn_loss_iou": 0.2815650597214699, "d1.dn_loss_cls": 0.27776037096977235, "d1.dn_loss_bbox": 0.01992281787097454, "d1.dn_loss_iou": 0.2020025533437729, "time": 0.7173571300506592, "epoch": 358, "iter": 26468, "memory": 7298, "step": 26468}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.716, "coco/bbox_mAP_l": 0.847, "data_time": 0.025250326503406872, "time": 0.04337529702620073, "step": 358}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28457715034484865, "loss": 4.068470406532287, "loss_cls": 0.2979504954814911, "loss_bbox": 0.019097782429307698, "loss_iou": 0.20057781785726547, "d0.loss_cls": 0.3389874011278152, "d0.loss_bbox": 0.02154631193727255, "d0.loss_iou": 0.21537088841199875, "d1.loss_cls": 0.3030453160405159, "d1.loss_bbox": 0.018995508514344693, "d1.loss_iou": 0.19866035401821136, "enc_loss_cls": 0.3969225388765335, "enc_loss_bbox": 0.03805361151695252, "enc_loss_iou": 0.3165249100327492, "dn_loss_cls": 0.28395542681217195, "dn_loss_bbox": 0.020900064166635274, "dn_loss_iou": 0.21415025353431702, "d0.dn_loss_cls": 0.34569763898849487, "d0.dn_loss_bbox": 0.03076098784804344, "d0.dn_loss_iou": 0.29093701869249344, "d1.dn_loss_cls": 0.28330162793397906, "d1.dn_loss_bbox": 0.02079430140554905, "d1.dn_loss_iou": 0.21224012076854706, "time": 0.6752181243896485, "epoch": 359, "iter": 26542, "memory": 7298, "step": 26542}
- {"coco/bbox_mAP": 0.74, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.712, "coco/bbox_mAP_l": 0.845, "data_time": 0.028596206144853073, "time": 0.04925493760542436, "step": 359}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.32450371742248535, "loss": 4.043686280250549, "loss_cls": 0.2983230412006378, "loss_bbox": 0.019618246387690306, "loss_iou": 0.1971609526872635, "d0.loss_cls": 0.35034736692905427, "d0.loss_bbox": 0.021423345226794482, "d0.loss_iou": 0.2108064103126526, "d1.loss_cls": 0.30374386727809904, "d1.loss_bbox": 0.02020259343087673, "d1.loss_iou": 0.19560624152421952, "enc_loss_cls": 0.39478699445724486, "enc_loss_bbox": 0.03980794254690409, "enc_loss_iou": 0.32421525359153747, "dn_loss_cls": 0.2789130935072899, "dn_loss_bbox": 0.02063403816893697, "dn_loss_iou": 0.2043034937977791, "d0.dn_loss_cls": 0.34433645486831665, "d0.dn_loss_bbox": 0.03180897980928421, "d0.dn_loss_iou": 0.2851761484146118, "d1.dn_loss_cls": 0.27934591203927994, "d1.dn_loss_bbox": 0.020529994424432516, "d1.dn_loss_iou": 0.20259589821100235, "time": 0.7266013669967651, "epoch": 360, "iter": 26616, "memory": 7298, "step": 26616}
- {"coco/bbox_mAP": 0.739, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.708, "coco/bbox_mAP_l": 0.845, "data_time": 0.028502052480524235, "time": 0.04943947358564897, "step": 360}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3222066879272461, "loss": 3.9472131824493406, "loss_cls": 0.2856358766555786, "loss_bbox": 0.01814565984532237, "loss_iou": 0.19579220443964004, "d0.loss_cls": 0.32864119052886964, "d0.loss_bbox": 0.02058104982599616, "d0.loss_iou": 0.20921374261379241, "d1.loss_cls": 0.28876624137163165, "d1.loss_bbox": 0.018080417681485415, "d1.loss_iou": 0.19476636111736298, "enc_loss_cls": 0.3868420195579529, "enc_loss_bbox": 0.03253534372895956, "enc_loss_iou": 0.3050093823671341, "dn_loss_cls": 0.28003287196159365, "dn_loss_bbox": 0.019810277819633484, "dn_loss_iou": 0.20508023887872695, "d0.dn_loss_cls": 0.3430966466665268, "d0.dn_loss_bbox": 0.03019199155271053, "d0.dn_loss_iou": 0.2813811835646629, "d1.dn_loss_cls": 0.2800365361571312, "d1.dn_loss_bbox": 0.01973687920719385, "d1.dn_loss_iou": 0.20383706271648408, "time": 0.7188007259368896, "epoch": 361, "iter": 26690, "memory": 7298, "step": 26690}
- {"coco/bbox_mAP": 0.739, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.708, "coco/bbox_mAP_l": 0.847, "data_time": 0.027125618674538353, "time": 0.04669475555419922, "step": 361}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29908362865447996, "loss": 4.025278549194336, "loss_cls": 0.29397973507642744, "loss_bbox": 0.017853278182446957, "loss_iou": 0.19828239411115647, "d0.loss_cls": 0.34139627099037173, "d0.loss_bbox": 0.0201346642896533, "d0.loss_iou": 0.21473658233880996, "d1.loss_cls": 0.29977771401405334, "d1.loss_bbox": 0.017742308750748635, "d1.loss_iou": 0.19665679842233658, "enc_loss_cls": 0.3929573738574982, "enc_loss_bbox": 0.032387220151722435, "enc_loss_iou": 0.3077185672521591, "dn_loss_cls": 0.2838655513525009, "dn_loss_bbox": 0.01994675425812602, "dn_loss_iou": 0.2086171340942383, "d0.dn_loss_cls": 0.3465775841474533, "d0.dn_loss_bbox": 0.03001068703830242, "d0.dn_loss_iou": 0.2914798298478127, "d1.dn_loss_cls": 0.28440361201763154, "d1.dn_loss_bbox": 0.019826007392257452, "d1.dn_loss_iou": 0.20692846566438675, "time": 0.6953657341003417, "epoch": 362, "iter": 26764, "memory": 7298, "step": 26764}
- {"coco/bbox_mAP": 0.74, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.712, "coco/bbox_mAP_l": 0.846, "data_time": 0.026076230135830967, "time": 0.04284954071044922, "step": 362}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27562359809875486, "loss": 4.020851144790649, "loss_cls": 0.2970887356996536, "loss_bbox": 0.02023976916447282, "loss_iou": 0.2044020339846611, "d0.loss_cls": 0.3406567257642746, "d0.loss_bbox": 0.021876820512115955, "d0.loss_iou": 0.21866593331098558, "d1.loss_cls": 0.3021553987264633, "d1.loss_bbox": 0.02021098917350173, "d1.loss_iou": 0.20416347086429595, "enc_loss_cls": 0.3826662683486938, "enc_loss_bbox": 0.034387274384498595, "enc_loss_iou": 0.30487108647823336, "dn_loss_cls": 0.28170706659555433, "dn_loss_bbox": 0.02058806722983718, "dn_loss_iou": 0.2084527924656868, "d0.dn_loss_cls": 0.3394947177171707, "d0.dn_loss_bbox": 0.030394024290144442, "d0.dn_loss_iou": 0.2792088779807091, "d1.dn_loss_cls": 0.2818908107280731, "d1.dn_loss_bbox": 0.020489412155002357, "d1.dn_loss_iou": 0.20724083513021468, "time": 0.6743244934082031, "epoch": 363, "iter": 26838, "memory": 7298, "step": 26838}
- {"coco/bbox_mAP": 0.737, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.706, "coco/bbox_mAP_l": 0.845, "data_time": 0.025807424025102096, "time": 0.046939936551180755, "step": 363}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3040734100341797, "loss": 4.000586061477661, "loss_cls": 0.29163287073373795, "loss_bbox": 0.018493249341845514, "loss_iou": 0.20356242448091508, "d0.loss_cls": 0.3333339613676071, "d0.loss_bbox": 0.020284471698105336, "d0.loss_iou": 0.21608943492174149, "d1.loss_cls": 0.29098576605319976, "d1.loss_bbox": 0.018407354522496464, "d1.loss_iou": 0.2022290450334549, "enc_loss_cls": 0.39604895532131196, "enc_loss_bbox": 0.03409383058547974, "enc_loss_iou": 0.31605047851800916, "dn_loss_cls": 0.27911720037460325, "dn_loss_bbox": 0.019729708787053823, "dn_loss_iou": 0.20710429325699806, "d0.dn_loss_cls": 0.339248468875885, "d0.dn_loss_bbox": 0.029432543963193895, "d0.dn_loss_iou": 0.2804335930943489, "d1.dn_loss_cls": 0.278890163898468, "d1.dn_loss_bbox": 0.01964233808219433, "d1.dn_loss_iou": 0.20577589109539984, "time": 0.6948194408416748, "epoch": 364, "iter": 26912, "memory": 7298, "step": 26912}
- {"coco/bbox_mAP": 0.737, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.706, "coco/bbox_mAP_l": 0.847, "data_time": 0.025624188509854404, "time": 0.04498733173717152, "step": 364}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30931427955627444, "loss": 3.9451649951934815, "loss_cls": 0.2819195279479027, "loss_bbox": 0.018395058028399944, "loss_iou": 0.19312211722135544, "d0.loss_cls": 0.3184893217682838, "d0.loss_bbox": 0.020470933280885218, "d0.loss_iou": 0.20689550697803497, "d1.loss_cls": 0.28688336223363875, "d1.loss_bbox": 0.018321362640708685, "d1.loss_iou": 0.19200654536485673, "enc_loss_cls": 0.3912522655725479, "enc_loss_bbox": 0.03602620277553797, "enc_loss_iou": 0.3160835620760918, "dn_loss_cls": 0.2807919046282768, "dn_loss_bbox": 0.01991431415081024, "dn_loss_iou": 0.20420020401477815, "d0.dn_loss_cls": 0.34301086723804475, "d0.dn_loss_bbox": 0.030514341406524183, "d0.dn_loss_iou": 0.28419280707836153, "d1.dn_loss_cls": 0.2798827201128006, "d1.dn_loss_bbox": 0.019838719982653855, "d1.dn_loss_iou": 0.20295334219932556, "time": 0.7058108615875244, "epoch": 365, "iter": 26986, "memory": 7298, "step": 26986}
- {"coco/bbox_mAP": 0.738, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.706, "coco/bbox_mAP_l": 0.846, "data_time": 0.02154775099320845, "time": 0.042029380798339844, "step": 365}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2865553092956543, "loss": 3.969114055633545, "loss_cls": 0.28861356765031815, "loss_bbox": 0.01852736024186015, "loss_iou": 0.19800834923982621, "d0.loss_cls": 0.3361417579650879, "d0.loss_bbox": 0.02062248606234789, "d0.loss_iou": 0.21228061467409134, "d1.loss_cls": 0.29299492955207823, "d1.loss_bbox": 0.01845293251797557, "d1.loss_iou": 0.19689011424779893, "enc_loss_cls": 0.4040004462003708, "enc_loss_bbox": 0.033926664516329766, "enc_loss_iou": 0.31040450781583784, "dn_loss_cls": 0.2783324867486954, "dn_loss_bbox": 0.01940141327679157, "dn_loss_iou": 0.202444931268692, "d0.dn_loss_cls": 0.337485044002533, "d0.dn_loss_bbox": 0.029031052775681018, "d0.dn_loss_iou": 0.2728762221336365, "d1.dn_loss_cls": 0.2780072024464607, "d1.dn_loss_bbox": 0.01933646945282817, "d1.dn_loss_iou": 0.20133556872606279, "time": 0.6728799867630005, "epoch": 366, "iter": 27060, "memory": 7298, "step": 27060}
- {"coco/bbox_mAP": 0.737, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.706, "coco/bbox_mAP_l": 0.847, "data_time": 0.028243324973366478, "time": 0.04837068644436923, "step": 366}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3048666000366211, "loss": 4.003391814231873, "loss_cls": 0.29264305889606473, "loss_bbox": 0.018598440997302533, "loss_iou": 0.19802055180072783, "d0.loss_cls": 0.33604835867881777, "d0.loss_bbox": 0.021077421102672814, "d0.loss_iou": 0.21243541151285172, "d1.loss_cls": 0.298854501247406, "d1.loss_bbox": 0.018959381990134715, "d1.loss_iou": 0.19758904695510865, "enc_loss_cls": 0.40797119557857514, "enc_loss_bbox": 0.035925540588796136, "enc_loss_iou": 0.31502203553915026, "dn_loss_cls": 0.27998986452817914, "dn_loss_bbox": 0.019867499861866235, "dn_loss_iou": 0.20391862750053405, "d0.dn_loss_cls": 0.3373004227876663, "d0.dn_loss_bbox": 0.029552546329796314, "d0.dn_loss_iou": 0.27657641500234603, "d1.dn_loss_cls": 0.28038307785987854, "d1.dn_loss_bbox": 0.019797505885362623, "d1.dn_loss_iou": 0.20286090672016144, "time": 0.6974353456497192, "epoch": 367, "iter": 27134, "memory": 7298, "step": 27134}
- {"coco/bbox_mAP": 0.738, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.846, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.706, "coco/bbox_mAP_l": 0.846, "data_time": 0.023951465433294124, "time": 0.04428191618485884, "step": 367}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2915329122543335, "loss": 4.015697746276856, "loss_cls": 0.29196692138910296, "loss_bbox": 0.018188494220376016, "loss_iou": 0.19794574469327927, "d0.loss_cls": 0.3381180012226105, "d0.loss_bbox": 0.020769759491086007, "d0.loss_iou": 0.2131220081448555, "d1.loss_cls": 0.29432799339294435, "d1.loss_bbox": 0.018181965760886667, "d1.loss_iou": 0.19745589226484297, "enc_loss_cls": 0.402986878156662, "enc_loss_bbox": 0.034486535862088205, "enc_loss_iou": 0.31978056490421297, "dn_loss_cls": 0.283040686249733, "dn_loss_bbox": 0.019965530950576068, "dn_loss_iou": 0.20785185486078261, "d0.dn_loss_cls": 0.34029061913490294, "d0.dn_loss_bbox": 0.029589210636913776, "d0.dn_loss_iou": 0.28101206839084625, "d1.dn_loss_cls": 0.28082061767578126, "d1.dn_loss_bbox": 0.019842335805296898, "d1.dn_loss_iou": 0.20595409154891967, "time": 0.6801855325698852, "epoch": 368, "iter": 27208, "memory": 7298, "step": 27208}
- {"coco/bbox_mAP": 0.738, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.706, "coco/bbox_mAP_l": 0.846, "data_time": 0.028005578301169655, "time": 0.04963645068081943, "step": 368}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29931020736694336, "loss": 3.9344789505004885, "loss_cls": 0.2847916999459267, "loss_bbox": 0.018349260650575162, "loss_iou": 0.1950619152188301, "d0.loss_cls": 0.32284706890583037, "d0.loss_bbox": 0.020070113353431226, "d0.loss_iou": 0.2072505933046341, "d1.loss_cls": 0.28786600023508074, "d1.loss_bbox": 0.0182186889462173, "d1.loss_iou": 0.1939114338159561, "enc_loss_cls": 0.399767165184021, "enc_loss_bbox": 0.036477253027260306, "enc_loss_iou": 0.3181550639867783, "dn_loss_cls": 0.2769163542985916, "dn_loss_bbox": 0.019658084325492382, "dn_loss_iou": 0.20263189554214478, "d0.dn_loss_cls": 0.3336937814950943, "d0.dn_loss_bbox": 0.028964912816882134, "d0.dn_loss_iou": 0.27228504955768584, "d1.dn_loss_cls": 0.27657331943511965, "d1.dn_loss_bbox": 0.01956740200519562, "d1.dn_loss_iou": 0.2014218434691429, "time": 0.7110369825363159, "epoch": 369, "iter": 27282, "memory": 7298, "step": 27282}
- {"coco/bbox_mAP": 0.738, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.705, "coco/bbox_mAP_l": 0.847, "data_time": 0.02615930817343972, "time": 0.043803171678022904, "step": 369}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30453375339508054, "loss": 3.99157799243927, "loss_cls": 0.29752851724624635, "loss_bbox": 0.01847973372787237, "loss_iou": 0.19577728152275087, "d0.loss_cls": 0.3357823485136032, "d0.loss_bbox": 0.021563532762229443, "d0.loss_iou": 0.21030520588159562, "d1.loss_cls": 0.29997042417526243, "d1.loss_bbox": 0.018611980769783258, "d1.loss_iou": 0.19465793699026107, "enc_loss_cls": 0.3933191293478012, "enc_loss_bbox": 0.03628741417080164, "enc_loss_iou": 0.3200034984946251, "dn_loss_cls": 0.27895253270864484, "dn_loss_bbox": 0.01969841092824936, "dn_loss_iou": 0.20220057398080826, "d0.dn_loss_cls": 0.34055460870265963, "d0.dn_loss_bbox": 0.02997547037899494, "d0.dn_loss_iou": 0.27944871664047244, "d1.dn_loss_cls": 0.27842427253723145, "d1.dn_loss_bbox": 0.01959824249148369, "d1.dn_loss_iou": 0.20043819308280944, "time": 0.6951150369644165, "epoch": 370, "iter": 27356, "memory": 7298, "step": 27356}
- {"coco/bbox_mAP": 0.738, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.705, "coco/bbox_mAP_l": 0.847, "data_time": 0.02433237162503329, "time": 0.041536439548839225, "step": 370}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30872453689575197, "loss": 3.8345249366760252, "loss_cls": 0.28093002587556837, "loss_bbox": 0.017799604423344134, "loss_iou": 0.1896938642859459, "d0.loss_cls": 0.31572974264621734, "d0.loss_bbox": 0.019441215507686137, "d0.loss_iou": 0.2006748414039612, "d1.loss_cls": 0.2837384167313576, "d1.loss_bbox": 0.017683864943683146, "d1.loss_iou": 0.18797719359397888, "enc_loss_cls": 0.37841504395008085, "enc_loss_bbox": 0.0325152549892664, "enc_loss_iou": 0.2988005256652832, "dn_loss_cls": 0.27448115855455396, "dn_loss_bbox": 0.018988740388303994, "dn_loss_iou": 0.19848707228899, "d0.dn_loss_cls": 0.3339533483982086, "d0.dn_loss_bbox": 0.02837027169764042, "d0.dn_loss_iou": 0.2673744609951973, "d1.dn_loss_cls": 0.2738758671283722, "d1.dn_loss_bbox": 0.0188734688796103, "d1.dn_loss_iou": 0.1967209219932556, "time": 0.701721076965332, "epoch": 371, "iter": 27430, "memory": 7298, "step": 27430}
- {"coco/bbox_mAP": 0.735, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.7, "coco/bbox_mAP_l": 0.847, "data_time": 0.02565013278614391, "time": 0.04444551467895508, "step": 371}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2920421695709228, "loss": 3.912652473449707, "loss_cls": 0.2862293392419815, "loss_bbox": 0.01822643429040909, "loss_iou": 0.19300615787506104, "d0.loss_cls": 0.3248926359415054, "d0.loss_bbox": 0.020239197313785554, "d0.loss_iou": 0.20649383783340455, "d1.loss_cls": 0.28780454576015474, "d1.loss_bbox": 0.018141541182994842, "d1.loss_iou": 0.191734579205513, "enc_loss_cls": 0.38690147757530213, "enc_loss_bbox": 0.034441805928945544, "enc_loss_iou": 0.3072430250048637, "dn_loss_cls": 0.2773976132273674, "dn_loss_bbox": 0.01971695238724351, "dn_loss_iou": 0.20190995723009109, "d0.dn_loss_cls": 0.3365467554330826, "d0.dn_loss_bbox": 0.029749055430293082, "d0.dn_loss_iou": 0.2743090069293976, "d1.dn_loss_cls": 0.277403461933136, "d1.dn_loss_bbox": 0.019623061679303645, "d1.dn_loss_iou": 0.20064205497503282, "time": 0.6789107751846314, "epoch": 372, "iter": 27504, "memory": 7298, "step": 27504}
- {"coco/bbox_mAP": 0.736, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.848, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.701, "coco/bbox_mAP_l": 0.847, "data_time": 0.024533228440718216, "time": 0.042846051129427826, "step": 372}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2880293941497803, "loss": 3.9356051111221313, "loss_cls": 0.29054925084114075, "loss_bbox": 0.019196344390511513, "loss_iou": 0.19253322646021842, "d0.loss_cls": 0.32952267169952393, "d0.loss_bbox": 0.021684120036661626, "d0.loss_iou": 0.20766170740127562, "d1.loss_cls": 0.2933191499114037, "d1.loss_bbox": 0.01963433351367712, "d1.loss_iou": 0.19159770056605338, "enc_loss_cls": 0.3941027170419693, "enc_loss_bbox": 0.03692856006324291, "enc_loss_iou": 0.3105213290452957, "dn_loss_cls": 0.27682458132505416, "dn_loss_bbox": 0.019449138697236776, "dn_loss_iou": 0.1984945484995842, "d0.dn_loss_cls": 0.33712328135967257, "d0.dn_loss_bbox": 0.029568812549114226, "d0.dn_loss_iou": 0.2736026817560196, "d1.dn_loss_cls": 0.2764379605650902, "d1.dn_loss_bbox": 0.01938648972660303, "d1.dn_loss_iou": 0.19746648281812668, "time": 0.6789847707748413, "epoch": 373, "iter": 27578, "memory": 7298, "step": 27578}
- {"coco/bbox_mAP": 0.736, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.702, "coco/bbox_mAP_l": 0.847, "data_time": 0.024617498571222477, "time": 0.04245545647361062, "step": 373}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30861770153045653, "loss": 3.9367869901657104, "loss_cls": 0.2826405441761017, "loss_bbox": 0.018948244303464888, "loss_iou": 0.19663136839866638, "d0.loss_cls": 0.3207900816202164, "d0.loss_bbox": 0.021120247077196837, "d0.loss_iou": 0.20960128903388978, "d1.loss_cls": 0.28542317658662797, "d1.loss_bbox": 0.019467745367437603, "d1.loss_iou": 0.1956278645992279, "enc_loss_cls": 0.3972857463359833, "enc_loss_bbox": 0.035179177932441234, "enc_loss_iou": 0.31359833329916, "dn_loss_cls": 0.27732382774353026, "dn_loss_bbox": 0.019869713000953197, "dn_loss_iou": 0.20408213317394255, "d0.dn_loss_cls": 0.3357310527563095, "d0.dn_loss_bbox": 0.029320483654737474, "d0.dn_loss_iou": 0.2739956164360046, "d1.dn_loss_cls": 0.2773673948645592, "d1.dn_loss_bbox": 0.019794480744749307, "d1.dn_loss_iou": 0.2029884359240532, "time": 0.6938565063476563, "epoch": 374, "iter": 27652, "memory": 7298, "step": 27652}
- {"coco/bbox_mAP": 0.736, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.702, "coco/bbox_mAP_l": 0.847, "data_time": 0.02963378212668679, "time": 0.050397699529474434, "step": 374}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.33243324756622317, "loss": 3.8848862552642824, "loss_cls": 0.28612218767404557, "loss_bbox": 0.01796280447393656, "loss_iou": 0.19420288473367692, "d0.loss_cls": 0.32284720599651334, "d0.loss_bbox": 0.019810649175196884, "d0.loss_iou": 0.20569445043802262, "d1.loss_cls": 0.2888286966085434, "d1.loss_bbox": 0.01788574805483222, "d1.loss_iou": 0.19299123138189317, "enc_loss_cls": 0.3815072071552277, "enc_loss_bbox": 0.033734755218029024, "enc_loss_iou": 0.3031855034828186, "dn_loss_cls": 0.27795136243104934, "dn_loss_bbox": 0.019253901671618223, "dn_loss_iou": 0.20098898977041244, "d0.dn_loss_cls": 0.3316053593158722, "d0.dn_loss_bbox": 0.02800552185624838, "d0.dn_loss_iou": 0.2654080280661583, "d1.dn_loss_cls": 0.2780595749616623, "d1.dn_loss_bbox": 0.0191765776835382, "d1.dn_loss_iou": 0.1996636426448822, "time": 0.7282086420059204, "epoch": 375, "iter": 27726, "memory": 7298, "step": 27726}
- {"coco/bbox_mAP": 0.736, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.702, "coco/bbox_mAP_l": 0.847, "data_time": 0.028353387659246273, "time": 0.050885005430741745, "step": 375}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29988803386688234, "loss": 3.927958159446716, "loss_cls": 0.2879988369345665, "loss_bbox": 0.01843169642612338, "loss_iou": 0.19451730996370314, "d0.loss_cls": 0.3255028545856476, "d0.loss_bbox": 0.020203506406396628, "d0.loss_iou": 0.20799371778964995, "d1.loss_cls": 0.2926086488366127, "d1.loss_bbox": 0.01835738655179739, "d1.loss_iou": 0.19327576875686645, "enc_loss_cls": 0.3852007848024368, "enc_loss_bbox": 0.03226975232362747, "enc_loss_iou": 0.296961213350296, "dn_loss_cls": 0.27984381079673765, "dn_loss_bbox": 0.020125101655721664, "dn_loss_iou": 0.20426916778087617, "d0.dn_loss_cls": 0.3394516587257385, "d0.dn_loss_bbox": 0.02956686735153198, "d0.dn_loss_iou": 0.27884519189596174, "d1.dn_loss_cls": 0.2795849320292473, "d1.dn_loss_bbox": 0.020040710065513848, "d1.dn_loss_iou": 0.20290926367044448, "time": 0.6782694292068482, "epoch": 376, "iter": 27800, "memory": 7293, "step": 27800}
- {"coco/bbox_mAP": 0.736, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.847, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.703, "coco/bbox_mAP_l": 0.847, "data_time": 0.02499831806529652, "time": 0.04551037875088779, "step": 376}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3097588109970093, "loss": 3.979437370300293, "loss_cls": 0.2889670759439468, "loss_bbox": 0.019248301927000284, "loss_iou": 0.1990294474363327, "d0.loss_cls": 0.3273859006166458, "d0.loss_bbox": 0.021471456345170736, "d0.loss_iou": 0.21072927832603455, "d1.loss_cls": 0.2924496102333069, "d1.loss_bbox": 0.01920976895838976, "d1.loss_iou": 0.1984340062737465, "enc_loss_cls": 0.3889051526784897, "enc_loss_bbox": 0.0372079698741436, "enc_loss_iou": 0.31445410907268523, "dn_loss_cls": 0.28108654767274854, "dn_loss_bbox": 0.02064258811995387, "dn_loss_iou": 0.20585585951805116, "d0.dn_loss_cls": 0.3399358266592026, "d0.dn_loss_bbox": 0.031305373683571815, "d0.dn_loss_iou": 0.276786672770977, "d1.dn_loss_cls": 0.2808608841896057, "d1.dn_loss_bbox": 0.020570288561284542, "d1.dn_loss_iou": 0.20490123301744462, "time": 0.6989157104492187, "epoch": 377, "iter": 27874, "memory": 7298, "step": 27874}
- {"coco/bbox_mAP": 0.736, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.848, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.702, "coco/bbox_mAP_l": 0.846, "data_time": 0.025158101862127132, "time": 0.04458386247808283, "step": 377}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2980116605758667, "loss": 3.974557180404663, "loss_cls": 0.28633338332176206, "loss_bbox": 0.019422577265650033, "loss_iou": 0.19881491869688034, "d0.loss_cls": 0.33023668885231017, "d0.loss_bbox": 0.021149513833224772, "d0.loss_iou": 0.2104734316468239, "d1.loss_cls": 0.292710420191288, "d1.loss_bbox": 0.019142548162490128, "d1.loss_iou": 0.1976412132382393, "enc_loss_cls": 0.39033418595790864, "enc_loss_bbox": 0.0355858726426959, "enc_loss_iou": 0.317236670255661, "dn_loss_cls": 0.27884605318307876, "dn_loss_bbox": 0.02040736062452197, "dn_loss_iou": 0.20348151177167892, "d0.dn_loss_cls": 0.34026590585708616, "d0.dn_loss_bbox": 0.030884630531072616, "d0.dn_loss_iou": 0.2803467002511024, "d1.dn_loss_cls": 0.2783599469065666, "d1.dn_loss_bbox": 0.020345699917525054, "d1.dn_loss_iou": 0.2025379115343094, "time": 0.6892192983627319, "epoch": 378, "iter": 27948, "memory": 7298, "step": 27948}
- {"coco/bbox_mAP": 0.736, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.848, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.702, "coco/bbox_mAP_l": 0.845, "data_time": 0.027676192196932705, "time": 0.047374595295299186, "step": 378}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.323692889213562, "loss": 3.8964990472793577, "loss_cls": 0.28585531532764435, "loss_bbox": 0.017283746879547833, "loss_iou": 0.19467734783887863, "d0.loss_cls": 0.32913936376571656, "d0.loss_bbox": 0.018582583256065845, "d0.loss_iou": 0.20462121695280075, "d1.loss_cls": 0.290138843357563, "d1.loss_bbox": 0.017175027411431076, "d1.loss_iou": 0.19334492772817613, "enc_loss_cls": 0.38165904104709625, "enc_loss_bbox": 0.031257950142025946, "enc_loss_iou": 0.2965185049176216, "dn_loss_cls": 0.2783842960000038, "dn_loss_bbox": 0.01865364532917738, "dn_loss_iou": 0.20408799946308137, "d0.dn_loss_cls": 0.3360489869117737, "d0.dn_loss_bbox": 0.02723570067435503, "d0.dn_loss_iou": 0.27337802469730377, "d1.dn_loss_cls": 0.27725178688764573, "d1.dn_loss_bbox": 0.01855682546272874, "d1.dn_loss_iou": 0.20264789164066316, "time": 0.723240795135498, "epoch": 379, "iter": 28022, "memory": 7298, "step": 28022}
- {"coco/bbox_mAP": 0.736, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.703, "coco/bbox_mAP_l": 0.845, "data_time": 0.029186725616455078, "time": 0.050600615414706146, "step": 379}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3051796054840088, "loss": 4.07678189277649, "loss_cls": 0.29673773288726807, "loss_bbox": 0.02035805232822895, "loss_iou": 0.2050308169424534, "d0.loss_cls": 0.35942179918289185, "d0.loss_bbox": 0.02187348574399948, "d0.loss_iou": 0.21474008351564408, "d1.loss_cls": 0.30711860239505767, "d1.loss_bbox": 0.020231596808880568, "d1.loss_iou": 0.20258633568882942, "enc_loss_cls": 0.3977755755186081, "enc_loss_bbox": 0.036255500391125677, "enc_loss_iou": 0.3204575255513191, "dn_loss_cls": 0.2826753383874893, "dn_loss_bbox": 0.019375385623425244, "dn_loss_iou": 0.20809389591217042, "d0.dn_loss_cls": 0.3444507473707199, "d0.dn_loss_bbox": 0.029411398358643055, "d0.dn_loss_iou": 0.2826392379403114, "d1.dn_loss_cls": 0.2829157549142838, "d1.dn_loss_bbox": 0.019237185139209034, "d1.dn_loss_iou": 0.2053959146142006, "time": 0.702023196220398, "epoch": 380, "iter": 28096, "memory": 7298, "step": 28096}
- {"coco/bbox_mAP": 0.736, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.703, "coco/bbox_mAP_l": 0.846, "data_time": 0.025758028030395508, "time": 0.044969948855313385, "step": 380}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.32973984241485593, "loss": 3.819714779853821, "loss_cls": 0.2776953575015068, "loss_bbox": 0.01852806055918336, "loss_iou": 0.18895518347620965, "d0.loss_cls": 0.31132071077823636, "d0.loss_bbox": 0.02024085622280836, "d0.loss_iou": 0.20076169401407243, "d1.loss_cls": 0.2773020061850548, "d1.loss_bbox": 0.018433468267321586, "d1.loss_iou": 0.1875843197107315, "enc_loss_cls": 0.387103995680809, "enc_loss_bbox": 0.034053944200277325, "enc_loss_iou": 0.3091142052412033, "dn_loss_cls": 0.27116882890462873, "dn_loss_bbox": 0.01854626655578613, "dn_loss_iou": 0.19286369144916535, "d0.dn_loss_cls": 0.33205783128738403, "d0.dn_loss_bbox": 0.028588547073304653, "d0.dn_loss_iou": 0.26430580705404283, "d1.dn_loss_cls": 0.27106374233961106, "d1.dn_loss_bbox": 0.01846430327743292, "d1.dn_loss_iou": 0.19156194403767585, "time": 0.7227776193618775, "epoch": 381, "iter": 28170, "memory": 7293, "step": 28170}
- {"coco/bbox_mAP": 0.736, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.703, "coco/bbox_mAP_l": 0.846, "data_time": 0.02720871838656339, "time": 0.04700454798611728, "step": 381}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30169597148895266, "loss": 3.881309390068054, "loss_cls": 0.28720241487026216, "loss_bbox": 0.018054053615778685, "loss_iou": 0.18661300107836723, "d0.loss_cls": 0.326351563334465, "d0.loss_bbox": 0.02041499489918351, "d0.loss_iou": 0.19962586998939513, "d1.loss_cls": 0.2892396691441536, "d1.loss_bbox": 0.017963969968259334, "d1.loss_iou": 0.18556266531348228, "enc_loss_cls": 0.3942918014526367, "enc_loss_bbox": 0.03625529654324055, "enc_loss_iou": 0.30528131276369097, "dn_loss_cls": 0.2731438425183296, "dn_loss_bbox": 0.019784927889704703, "dn_loss_iou": 0.1959463334083557, "d0.dn_loss_cls": 0.3356081348657608, "d0.dn_loss_bbox": 0.02987460169941187, "d0.dn_loss_iou": 0.27111188232898714, "d1.dn_loss_cls": 0.2742915579676628, "d1.dn_loss_bbox": 0.019706445951014756, "d1.dn_loss_iou": 0.19498505353927612, "time": 0.6889813566207885, "epoch": 382, "iter": 28244, "memory": 7298, "step": 28244}
- {"coco/bbox_mAP": 0.736, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.703, "coco/bbox_mAP_l": 0.845, "data_time": 0.025993737307461826, "time": 0.0429816029288552, "step": 382}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3072221851348877, "loss": 3.995572400093079, "loss_cls": 0.2903377115726471, "loss_bbox": 0.019980913717299698, "loss_iou": 0.20270453959703447, "d0.loss_cls": 0.33063261717557907, "d0.loss_bbox": 0.023221250027418136, "d0.loss_iou": 0.2142973005771637, "d1.loss_cls": 0.2980681815743446, "d1.loss_bbox": 0.021182431019842626, "d1.loss_iou": 0.20199366450309753, "enc_loss_cls": 0.390765882730484, "enc_loss_bbox": 0.036425471045076846, "enc_loss_iou": 0.31363763779401777, "dn_loss_cls": 0.2807574707269669, "dn_loss_bbox": 0.01966102348640561, "dn_loss_iou": 0.205052672624588, "d0.dn_loss_cls": 0.338495734333992, "d0.dn_loss_bbox": 0.029570648074150087, "d0.dn_loss_iou": 0.27582322895526884, "d1.dn_loss_cls": 0.2795697486400604, "d1.dn_loss_bbox": 0.019579976424574853, "d1.dn_loss_iou": 0.20381432712078096, "time": 0.6891720390319824, "epoch": 383, "iter": 28318, "memory": 7298, "step": 28318}
- {"coco/bbox_mAP": 0.735, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.701, "coco/bbox_mAP_l": 0.846, "data_time": 0.025072856382890182, "time": 0.042451966892589225, "step": 383}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3278217029571533, "loss": 4.062158117294311, "loss_cls": 0.29306946486234664, "loss_bbox": 0.023396365344524384, "loss_iou": 0.20679223358631135, "d0.loss_cls": 0.332441868185997, "d0.loss_bbox": 0.02491026749834418, "d0.loss_iou": 0.2155178388953209, "d1.loss_cls": 0.2972652921080589, "d1.loss_bbox": 0.023566014859825374, "d1.loss_iou": 0.20467566043138505, "enc_loss_cls": 0.39555846273899076, "enc_loss_bbox": 0.04043883245438337, "enc_loss_iou": 0.32311475872993467, "dn_loss_cls": 0.2836127263307571, "dn_loss_bbox": 0.02085173238068819, "dn_loss_iou": 0.21126301795244218, "d0.dn_loss_cls": 0.3401296293735504, "d0.dn_loss_bbox": 0.030844476372003556, "d0.dn_loss_iou": 0.28166445255279543, "d1.dn_loss_cls": 0.28308286011219025, "d1.dn_loss_bbox": 0.02073553469032049, "d1.dn_loss_iou": 0.20922670245170594, "time": 0.7109389972686767, "epoch": 384, "iter": 28392, "memory": 7298, "step": 28392}
- {"coco/bbox_mAP": 0.735, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.702, "coco/bbox_mAP_l": 0.846, "data_time": 0.029153086922385475, "time": 0.04997556859796697, "step": 384}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31773274421691894, "loss": 3.8556466722488403, "loss_cls": 0.2820902124047279, "loss_bbox": 0.01794156776741147, "loss_iou": 0.1890458182990551, "d0.loss_cls": 0.3185423123836517, "d0.loss_bbox": 0.019536896608769894, "d0.loss_iou": 0.20126202464103699, "d1.loss_cls": 0.2853357347846031, "d1.loss_bbox": 0.017528460007160903, "d1.loss_iou": 0.1862192878127098, "enc_loss_cls": 0.3919444715976715, "enc_loss_bbox": 0.034846069253981114, "enc_loss_iou": 0.30855211794376375, "dn_loss_cls": 0.27210657685995104, "dn_loss_bbox": 0.019398399665951728, "dn_loss_iou": 0.19828923374414445, "d0.dn_loss_cls": 0.3303008985519409, "d0.dn_loss_bbox": 0.02867394804954529, "d0.dn_loss_iou": 0.2655229109525681, "d1.dn_loss_cls": 0.2721035313606262, "d1.dn_loss_bbox": 0.01932318866252899, "d1.dn_loss_iou": 0.1970830151438713, "time": 0.7207811260223389, "epoch": 385, "iter": 28466, "memory": 7298, "step": 28466}
- {"coco/bbox_mAP": 0.737, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.704, "coco/bbox_mAP_l": 0.845, "data_time": 0.029605323618108578, "time": 0.051147287542169746, "step": 385}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3024552249908447, "loss": 3.9000478839874266, "loss_cls": 0.2826634714007378, "loss_bbox": 0.017945656571537256, "loss_iou": 0.19179097235202788, "d0.loss_cls": 0.32348413646221164, "d0.loss_bbox": 0.020217197742313148, "d0.loss_iou": 0.20620356768369674, "d1.loss_cls": 0.2885487353801727, "d1.loss_bbox": 0.0177495127171278, "d1.loss_iou": 0.1893263018131256, "enc_loss_cls": 0.39012702703475954, "enc_loss_bbox": 0.034688451513648036, "enc_loss_iou": 0.3134172388911247, "dn_loss_cls": 0.27580735117197036, "dn_loss_bbox": 0.019568971786648036, "dn_loss_iou": 0.20030564367771148, "d0.dn_loss_cls": 0.3341461580991745, "d0.dn_loss_bbox": 0.029209119156002997, "d0.dn_loss_iou": 0.2715729096531868, "d1.dn_loss_cls": 0.2751976281404495, "d1.dn_loss_bbox": 0.019460199866443872, "d1.dn_loss_iou": 0.1986176273226738, "time": 0.6838716793060303, "epoch": 386, "iter": 28540, "memory": 7298, "step": 28540}
- {"coco/bbox_mAP": 0.736, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.704, "coco/bbox_mAP_l": 0.845, "data_time": 0.027988108721646397, "time": 0.04821189967068759, "step": 386}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31251958847045896, "loss": 4.026561365127564, "loss_cls": 0.2923683398962021, "loss_bbox": 0.01995060492306948, "loss_iou": 0.19561695337295532, "d0.loss_cls": 0.3400330305099487, "d0.loss_bbox": 0.021766263134777544, "d0.loss_iou": 0.2145346659421921, "d1.loss_cls": 0.2994582974910736, "d1.loss_bbox": 0.01984599806368351, "d1.loss_iou": 0.193950434923172, "enc_loss_cls": 0.3954243475198746, "enc_loss_bbox": 0.03625648483633995, "enc_loss_iou": 0.31283863723278044, "dn_loss_cls": 0.27973152965307235, "dn_loss_bbox": 0.019425227977335452, "dn_loss_iou": 0.2049276512861252, "d0.dn_loss_cls": 0.34982950866222384, "d0.dn_loss_bbox": 0.030530321449041366, "d0.dn_loss_iou": 0.2982782766222954, "d1.dn_loss_cls": 0.27919847071170806, "d1.dn_loss_bbox": 0.019317845441401006, "d1.dn_loss_iou": 0.2032784840464592, "time": 0.7161665868759155, "epoch": 387, "iter": 28614, "memory": 7298, "step": 28614}
- {"coco/bbox_mAP": 0.737, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.841, "data_time": 0.027755607258189808, "time": 0.047548987648703835, "step": 387}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3098493814468384, "loss": 3.867400393486023, "loss_cls": 0.27730286478996274, "loss_bbox": 0.018182873763144015, "loss_iou": 0.18933785945177078, "d0.loss_cls": 0.31482975542545316, "d0.loss_bbox": 0.02023630464449525, "d0.loss_iou": 0.2004425758123398, "d1.loss_cls": 0.27819388806819917, "d1.loss_bbox": 0.018121358696371315, "d1.loss_iou": 0.1881628915667534, "enc_loss_cls": 0.3873031347990036, "enc_loss_bbox": 0.03703978046774864, "enc_loss_iou": 0.31108236879110335, "dn_loss_cls": 0.2726940527558327, "dn_loss_bbox": 0.02000944845378399, "dn_loss_iou": 0.19945727199316024, "d0.dn_loss_cls": 0.33701780676841736, "d0.dn_loss_bbox": 0.03078364871442318, "d0.dn_loss_iou": 0.27694093346595766, "d1.dn_loss_cls": 0.27211867809295653, "d1.dn_loss_bbox": 0.019945362638682126, "d1.dn_loss_iou": 0.19819757521152495, "time": 0.7111209630966187, "epoch": 388, "iter": 28688, "memory": 7298, "step": 28688}
- {"coco/bbox_mAP": 0.738, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.845, "data_time": 0.026437889445911755, "time": 0.04606129906394265, "step": 388}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28921420574188234, "loss": 3.91534903049469, "loss_cls": 0.2847542491555214, "loss_bbox": 0.02053597170859575, "loss_iou": 0.19737312704324722, "d0.loss_cls": 0.328503275513649, "d0.loss_bbox": 0.02266529969871044, "d0.loss_iou": 0.2132903403043747, "d1.loss_cls": 0.2882819455862045, "d1.loss_bbox": 0.019453194588422776, "d1.loss_iou": 0.19493499636650086, "enc_loss_cls": 0.38631707668304444, "enc_loss_bbox": 0.0349400358274579, "enc_loss_iou": 0.30789868980646135, "dn_loss_cls": 0.2719776877760887, "dn_loss_bbox": 0.01901187652722001, "dn_loss_iou": 0.19662180602550505, "d0.dn_loss_cls": 0.3386398255825043, "d0.dn_loss_bbox": 0.02879581108689308, "d0.dn_loss_iou": 0.27547490745782854, "d1.dn_loss_cls": 0.2719437739253044, "d1.dn_loss_bbox": 0.018922439590096474, "d1.dn_loss_iou": 0.1950127449631691, "time": 0.6938680362701416, "epoch": 389, "iter": 28762, "memory": 7298, "step": 28762}
- {"coco/bbox_mAP": 0.739, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.708, "coco/bbox_mAP_l": 0.845, "data_time": 0.028250174088911575, "time": 0.04954806241122159, "step": 389}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3220304822921753, "loss": 3.9056220483779907, "loss_cls": 0.28612020999193194, "loss_bbox": 0.018135041799396276, "loss_iou": 0.19645979523658752, "d0.loss_cls": 0.31694952249526975, "d0.loss_bbox": 0.019704853668808937, "d0.loss_iou": 0.20712329506874083, "d1.loss_cls": 0.2864809787273407, "d1.loss_bbox": 0.018087619580328465, "d1.loss_iou": 0.1955871230363846, "enc_loss_cls": 0.3891435849666596, "enc_loss_bbox": 0.03296820063143969, "enc_loss_iou": 0.3062863835692406, "dn_loss_cls": 0.277087439596653, "dn_loss_bbox": 0.019240774232894182, "dn_loss_iou": 0.20176653563976288, "d0.dn_loss_cls": 0.3355687749385834, "d0.dn_loss_bbox": 0.028889237493276595, "d0.dn_loss_iou": 0.2734074440598488, "d1.dn_loss_cls": 0.276698834002018, "d1.dn_loss_bbox": 0.019176823422312736, "d1.dn_loss_iou": 0.20073945879936217, "time": 0.7124172973632813, "epoch": 390, "iter": 28836, "memory": 7298, "step": 28836}
- {"coco/bbox_mAP": 0.738, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.844, "data_time": 0.026925628835504704, "time": 0.047419829802079635, "step": 390}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2894595098495483, "loss": 3.8579951477050782, "loss_cls": 0.2785910353064537, "loss_bbox": 0.019304582215845585, "loss_iou": 0.19225184470415116, "d0.loss_cls": 0.3143883681297302, "d0.loss_bbox": 0.021441990341991186, "d0.loss_iou": 0.20189381510019302, "d1.loss_cls": 0.28185686647892, "d1.loss_bbox": 0.019173829779028893, "d1.loss_iou": 0.1897922185063362, "enc_loss_cls": 0.3908661341667175, "enc_loss_bbox": 0.03675427906215191, "enc_loss_iou": 0.313769950568676, "dn_loss_cls": 0.2736226880550385, "dn_loss_bbox": 0.01951463147997856, "dn_loss_iou": 0.19699429869651794, "d0.dn_loss_cls": 0.3306117641925812, "d0.dn_loss_bbox": 0.028158334717154503, "d0.dn_loss_iou": 0.26255890280008315, "d1.dn_loss_cls": 0.27242342531681063, "d1.dn_loss_bbox": 0.019377900902181864, "d1.dn_loss_iou": 0.19464833438396453, "time": 0.6667000579833985, "epoch": 391, "iter": 28910, "memory": 7298, "step": 28910}
- {"coco/bbox_mAP": 0.739, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.708, "coco/bbox_mAP_l": 0.844, "data_time": 0.02641107819297097, "time": 0.047568256204778496, "step": 391}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3036936712265015, "loss": 3.8943016862869264, "loss_cls": 0.28736566424369814, "loss_bbox": 0.018265657909214496, "loss_iou": 0.19304921120405197, "d0.loss_cls": 0.32216488897800444, "d0.loss_bbox": 0.019889168068766595, "d0.loss_iou": 0.20508647143840789, "d1.loss_cls": 0.28771119087934494, "d1.loss_bbox": 0.01813637599349022, "d1.loss_iou": 0.19061403334140778, "enc_loss_cls": 0.3827317595481873, "enc_loss_bbox": 0.03281773068010807, "enc_loss_iou": 0.2995792803168297, "dn_loss_cls": 0.27889130741357804, "dn_loss_bbox": 0.01886277087032795, "dn_loss_iou": 0.20135353535413741, "d0.dn_loss_cls": 0.3391796934604645, "d0.dn_loss_bbox": 0.02844688642770052, "d0.dn_loss_iou": 0.27591926604509354, "d1.dn_loss_cls": 0.27686635196208953, "d1.dn_loss_bbox": 0.0187182591855526, "d1.dn_loss_iou": 0.19865214258432387, "time": 0.6924823093414306, "epoch": 392, "iter": 28984, "memory": 7298, "step": 28984}
- {"coco/bbox_mAP": 0.737, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.705, "coco/bbox_mAP_l": 0.844, "data_time": 0.025400725277987393, "time": 0.04241401498967951, "step": 392}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29591683387756346, "loss": 3.8788833618164062, "loss_cls": 0.2878461176156998, "loss_bbox": 0.017613024059683083, "loss_iou": 0.191284658908844, "d0.loss_cls": 0.3203531020879746, "d0.loss_bbox": 0.019928535763174295, "d0.loss_iou": 0.20516599118709564, "d1.loss_cls": 0.28985139340162275, "d1.loss_bbox": 0.017541443947702646, "d1.loss_iou": 0.190085588991642, "enc_loss_cls": 0.39911653876304626, "enc_loss_bbox": 0.03230037156492472, "enc_loss_iou": 0.3043698185682297, "dn_loss_cls": 0.2740640112757683, "dn_loss_bbox": 0.018922557048499586, "dn_loss_iou": 0.1989816266298294, "d0.dn_loss_cls": 0.3293384408950806, "d0.dn_loss_bbox": 0.027927194498479368, "d0.dn_loss_iou": 0.26348582297563555, "d1.dn_loss_cls": 0.27437739104032516, "d1.dn_loss_bbox": 0.018838989678770304, "d1.dn_loss_iou": 0.19749077826738357, "time": 0.684149956703186, "epoch": 393, "iter": 29058, "memory": 7298, "step": 29058}
- {"coco/bbox_mAP": 0.737, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.705, "coco/bbox_mAP_l": 0.844, "data_time": 0.024595802480524235, "time": 0.04180652445012873, "step": 393}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29911673069000244, "loss": 3.9550548124313356, "loss_cls": 0.28306376188993454, "loss_bbox": 0.018160933814942836, "loss_iou": 0.19638154953718184, "d0.loss_cls": 0.33049565374851225, "d0.loss_bbox": 0.019999905414879324, "d0.loss_iou": 0.21122449070215224, "d1.loss_cls": 0.29017837464809415, "d1.loss_bbox": 0.018093113042414188, "d1.loss_iou": 0.19527511656284333, "enc_loss_cls": 0.38697565138339995, "enc_loss_bbox": 0.03234672546386719, "enc_loss_iou": 0.2988219040632248, "dn_loss_cls": 0.27973937124013903, "dn_loss_bbox": 0.02007377216592431, "dn_loss_iou": 0.20546367675065993, "d0.dn_loss_cls": 0.3449271899461746, "d0.dn_loss_bbox": 0.03082731582224369, "d0.dn_loss_iou": 0.2884002396464348, "d1.dn_loss_cls": 0.28037654668092726, "d1.dn_loss_bbox": 0.01999799333512783, "d1.dn_loss_iou": 0.20423152595758437, "time": 0.6782076168060303, "epoch": 394, "iter": 29132, "memory": 7298, "step": 29132}
- {"coco/bbox_mAP": 0.737, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.705, "coco/bbox_mAP_l": 0.844, "data_time": 0.03090446645563299, "time": 0.05219338156960227, "step": 394}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30429144859313967, "loss": 3.962327494621277, "loss_cls": 0.28693576574325563, "loss_bbox": 0.019690172523260118, "loss_iou": 0.19976937174797058, "d0.loss_cls": 0.3268461453914642, "d0.loss_bbox": 0.0251509596221149, "d0.loss_iou": 0.21468202471733094, "d1.loss_cls": 0.2944245320558548, "d1.loss_bbox": 0.019633121490478515, "d1.loss_iou": 0.1976008376479149, "enc_loss_cls": 0.3897197484970093, "enc_loss_bbox": 0.03728457141667604, "enc_loss_iou": 0.3219508767127991, "dn_loss_cls": 0.27637252360582354, "dn_loss_bbox": 0.019537140019237995, "dn_loss_iou": 0.19901406407356262, "d0.dn_loss_cls": 0.3371579802036285, "d0.dn_loss_bbox": 0.029511753544211386, "d0.dn_loss_iou": 0.27405140072107315, "d1.dn_loss_cls": 0.2762856060266495, "d1.dn_loss_bbox": 0.019441701378673314, "d1.dn_loss_iou": 0.19726725280284882, "time": 0.7097528505325318, "epoch": 395, "iter": 29206, "memory": 7298, "step": 29206}
- {"coco/bbox_mAP": 0.737, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.705, "coco/bbox_mAP_l": 0.843, "data_time": 0.024237546053799717, "time": 0.04121728376908736, "step": 395}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27797207832336424, "loss": 3.897461757659912, "loss_cls": 0.28400883316993714, "loss_bbox": 0.018489867635071277, "loss_iou": 0.19367304116487502, "d0.loss_cls": 0.3140807455778122, "d0.loss_bbox": 0.020300077497959135, "d0.loss_iou": 0.20652014017105103, "d1.loss_cls": 0.28741590172052384, "d1.loss_bbox": 0.018352926671504975, "d1.loss_iou": 0.19174065053462983, "enc_loss_cls": 0.38575092792510984, "enc_loss_bbox": 0.03583228312432766, "enc_loss_iou": 0.31007232815027236, "dn_loss_cls": 0.27694950848817823, "dn_loss_bbox": 0.019126038514077664, "dn_loss_iou": 0.20017855405807494, "d0.dn_loss_cls": 0.33740285992622376, "d0.dn_loss_bbox": 0.02898552853614092, "d0.dn_loss_iou": 0.2753215450048447, "d1.dn_loss_cls": 0.27602044194936753, "d1.dn_loss_bbox": 0.019011131692677735, "d1.dn_loss_iou": 0.198228420317173, "time": 0.6622965860366822, "epoch": 396, "iter": 29280, "memory": 7298, "step": 29280}
- {"coco/bbox_mAP": 0.739, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.708, "coco/bbox_mAP_l": 0.844, "data_time": 0.02595576373013583, "time": 0.044996391643177376, "step": 396}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31126067161560056, "loss": 3.906995568275452, "loss_cls": 0.2859995314478874, "loss_bbox": 0.01825807610526681, "loss_iou": 0.19875780403614043, "d0.loss_cls": 0.31837692320346833, "d0.loss_bbox": 0.0205362680926919, "d0.loss_iou": 0.21211758941411973, "d1.loss_cls": 0.2890990874171257, "d1.loss_bbox": 0.018262537233531474, "d1.loss_iou": 0.1975637325644493, "enc_loss_cls": 0.3822824674844742, "enc_loss_bbox": 0.034094997979700566, "enc_loss_iou": 0.3057341203093529, "dn_loss_cls": 0.27578881204128264, "dn_loss_bbox": 0.01942027436569333, "dn_loss_iou": 0.20371503740549088, "d0.dn_loss_cls": 0.333228577375412, "d0.dn_loss_bbox": 0.028361954651772978, "d0.dn_loss_iou": 0.26808625251054763, "d1.dn_loss_cls": 0.27545434057712553, "d1.dn_loss_bbox": 0.019346142411231993, "d1.dn_loss_iou": 0.20251101821660997, "time": 0.6933729982376099, "epoch": 397, "iter": 29354, "memory": 7298, "step": 29354}
- {"coco/bbox_mAP": 0.737, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.706, "coco/bbox_mAP_l": 0.844, "data_time": 0.027672962708906693, "time": 0.046549775383689186, "step": 397}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.306251277923584, "loss": 3.912365355491638, "loss_cls": 0.28419870167970657, "loss_bbox": 0.02265176685526967, "loss_iou": 0.20240863651037216, "d0.loss_cls": 0.31468872755765914, "d0.loss_bbox": 0.02558368392288685, "d0.loss_iou": 0.2132619082927704, "d1.loss_cls": 0.2822814202308655, "d1.loss_bbox": 0.022485101688653232, "d1.loss_iou": 0.2003151136636734, "enc_loss_cls": 0.38109783411026, "enc_loss_bbox": 0.0355094551667571, "enc_loss_iou": 0.3102459919452667, "dn_loss_cls": 0.27554636508226393, "dn_loss_bbox": 0.01896805180236697, "dn_loss_iou": 0.20176636934280395, "d0.dn_loss_cls": 0.3332486128807068, "d0.dn_loss_bbox": 0.0275955456122756, "d0.dn_loss_iou": 0.2682574859261513, "d1.dn_loss_cls": 0.27442608773708344, "d1.dn_loss_bbox": 0.018808019384741782, "d1.dn_loss_iou": 0.19902049720287324, "time": 0.7113175964355469, "epoch": 398, "iter": 29428, "memory": 7298, "step": 29428}
- {"coco/bbox_mAP": 0.737, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.706, "coco/bbox_mAP_l": 0.844, "data_time": 0.027796831997958096, "time": 0.04763644391840154, "step": 398}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30067293643951415, "loss": 3.823404030799866, "loss_cls": 0.27616438537836074, "loss_bbox": 0.01788439564406872, "loss_iou": 0.1863971483707428, "d0.loss_cls": 0.3136539992690086, "d0.loss_bbox": 0.02004194788634777, "d0.loss_iou": 0.2014822943508625, "d1.loss_cls": 0.2806831508874893, "d1.loss_bbox": 0.018056225907057525, "d1.loss_iou": 0.18637460380792617, "enc_loss_cls": 0.38145743489265443, "enc_loss_bbox": 0.034239409528672694, "enc_loss_iou": 0.3048642474412918, "dn_loss_cls": 0.268137688934803, "dn_loss_bbox": 0.018931240029633045, "dn_loss_iou": 0.19435425877571105, "d0.dn_loss_cls": 0.3370817989110947, "d0.dn_loss_bbox": 0.029085394851863386, "d0.dn_loss_iou": 0.2736870703101158, "d1.dn_loss_cls": 0.26854825496673584, "d1.dn_loss_bbox": 0.0188672605343163, "d1.dn_loss_iou": 0.19341187670826912, "time": 0.7069570398330689, "epoch": 399, "iter": 29502, "memory": 7298, "step": 29502}
- {"coco/bbox_mAP": 0.738, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.844, "data_time": 0.02613175999034535, "time": 0.04876223477450284, "step": 399}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3097846603393555, "loss": 3.933526062965393, "loss_cls": 0.28191717475652694, "loss_bbox": 0.017670054268091918, "loss_iou": 0.18976970076560973, "d0.loss_cls": 0.3237886583805084, "d0.loss_bbox": 0.01996396254748106, "d0.loss_iou": 0.20786593794822694, "d1.loss_cls": 0.28818720042705537, "d1.loss_bbox": 0.017624800484627487, "d1.loss_iou": 0.18892161190509796, "enc_loss_cls": 0.4060747885704041, "enc_loss_bbox": 0.0362939240783453, "enc_loss_iou": 0.32234270334243775, "dn_loss_cls": 0.2762701469659805, "dn_loss_bbox": 0.019404978454113007, "dn_loss_iou": 0.19984902650117875, "d0.dn_loss_cls": 0.3378091686964035, "d0.dn_loss_bbox": 0.029288014583289623, "d0.dn_loss_iou": 0.2758606517314911, "d1.dn_loss_cls": 0.27636748284101487, "d1.dn_loss_bbox": 0.01935750449076295, "d1.dn_loss_iou": 0.19889857977628708, "time": 0.6997163820266724, "epoch": 400, "iter": 29576, "memory": 7298, "step": 29576}
- {"coco/bbox_mAP": 0.738, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.844, "data_time": 0.024978269230235706, "time": 0.0410591255534779, "step": 400}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.300962438583374, "loss": 3.8826446628570555, "loss_cls": 0.28185513377189636, "loss_bbox": 0.018991321325302124, "loss_iou": 0.19346763744950293, "d0.loss_cls": 0.3157041069865227, "d0.loss_bbox": 0.02065277926623821, "d0.loss_iou": 0.20506825298070908, "d1.loss_cls": 0.2825227290391922, "d1.loss_bbox": 0.01849399622529745, "d1.loss_iou": 0.19214417695999145, "enc_loss_cls": 0.38795398294925687, "enc_loss_bbox": 0.03414622988551855, "enc_loss_iou": 0.3101969611644745, "dn_loss_cls": 0.274488961994648, "dn_loss_bbox": 0.019823852870613338, "dn_loss_iou": 0.2003182777762413, "d0.dn_loss_cls": 0.3326278609037399, "d0.dn_loss_bbox": 0.02970460407435894, "d0.dn_loss_iou": 0.27172601848840716, "d1.dn_loss_cls": 0.2738858166337013, "d1.dn_loss_bbox": 0.019738901779055594, "d1.dn_loss_iou": 0.1991330260038376, "time": 0.6763562726974487, "epoch": 401, "iter": 29650, "memory": 7298, "step": 29650}
- {"coco/bbox_mAP": 0.738, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.844, "data_time": 0.024120200764049183, "time": 0.04505666819485751, "step": 401}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2998057222366333, "loss": 3.843308935165405, "loss_cls": 0.27715995490550993, "loss_bbox": 0.017923003919422628, "loss_iou": 0.1911454489827156, "d0.loss_cls": 0.31078858584165575, "d0.loss_bbox": 0.020066533423960208, "d0.loss_iou": 0.20484317660331727, "d1.loss_cls": 0.27889378637075424, "d1.loss_bbox": 0.017861409913748502, "d1.loss_iou": 0.18982288539409636, "enc_loss_cls": 0.3742151349782944, "enc_loss_bbox": 0.03450523916631937, "enc_loss_iou": 0.30643554717302324, "dn_loss_cls": 0.2737171190977097, "dn_loss_bbox": 0.019434104729443787, "dn_loss_iou": 0.19825901865959167, "d0.dn_loss_cls": 0.3363031667470932, "d0.dn_loss_bbox": 0.029839979000389576, "d0.dn_loss_iou": 0.2714604568481445, "d1.dn_loss_cls": 0.2741328340768814, "d1.dn_loss_bbox": 0.019351178761571646, "d1.dn_loss_iou": 0.1971504122018814, "time": 0.6934849882125854, "epoch": 402, "iter": 29724, "memory": 7298, "step": 29724}
- {"coco/bbox_mAP": 0.738, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.844, "data_time": 0.029763091694224964, "time": 0.05101268941705877, "step": 402}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.33333377838134765, "loss": 3.906592397689819, "loss_cls": 0.2883872339129448, "loss_bbox": 0.019333651382476093, "loss_iou": 0.19524260401725768, "d0.loss_cls": 0.3214489895105362, "d0.loss_bbox": 0.020899364091455937, "d0.loss_iou": 0.20551632702350617, "d1.loss_cls": 0.2920469656586647, "d1.loss_bbox": 0.019247067384421824, "d1.loss_iou": 0.194218889772892, "enc_loss_cls": 0.3888759380578995, "enc_loss_bbox": 0.0339789479970932, "enc_loss_iou": 0.30243384927511213, "dn_loss_cls": 0.276678561270237, "dn_loss_bbox": 0.02020680781453848, "dn_loss_iou": 0.19985500425100328, "d0.dn_loss_cls": 0.33442470014095305, "d0.dn_loss_bbox": 0.029437570571899413, "d0.dn_loss_iou": 0.26851863771677015, "d1.dn_loss_cls": 0.2769702926278114, "d1.dn_loss_bbox": 0.020126958917826412, "d1.dn_loss_iou": 0.19874396651983262, "time": 0.7315500354766846, "epoch": 403, "iter": 29798, "memory": 7298, "step": 29798}
- {"coco/bbox_mAP": 0.738, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.844, "data_time": 0.024432095614346592, "time": 0.04243618791753596, "step": 403}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3214233350753784, "loss": 3.7764557075500487, "loss_cls": 0.2755814865231514, "loss_bbox": 0.01687655322253704, "loss_iou": 0.18803364485502244, "d0.loss_cls": 0.3092388874292374, "d0.loss_bbox": 0.0185163214802742, "d0.loss_iou": 0.1988486760854721, "d1.loss_cls": 0.2776947632431984, "d1.loss_bbox": 0.016913201790302992, "d1.loss_iou": 0.18780777648091315, "enc_loss_cls": 0.37439344823360443, "enc_loss_bbox": 0.03163352590054273, "enc_loss_iou": 0.2999503195285797, "dn_loss_cls": 0.2692150312662125, "dn_loss_bbox": 0.018091552797704934, "dn_loss_iou": 0.1948837560415268, "d0.dn_loss_cls": 0.3276641625165939, "d0.dn_loss_bbox": 0.027159908264875413, "d0.dn_loss_iou": 0.26312986612319944, "d1.dn_loss_cls": 0.2689562565088272, "d1.dn_loss_bbox": 0.018019122444093226, "d1.dn_loss_iou": 0.19384745687246321, "time": 0.7082907676696777, "epoch": 404, "iter": 29872, "memory": 7298, "step": 29872}
- {"coco/bbox_mAP": 0.738, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.708, "coco/bbox_mAP_l": 0.841, "data_time": 0.027928135611794212, "time": 0.046678109602494675, "step": 404}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30362767696380616, "loss": 3.922889385223389, "loss_cls": 0.28033656388521194, "loss_bbox": 0.021426423266530038, "loss_iou": 0.19674125626683237, "d0.loss_cls": 0.3174756550788879, "d0.loss_bbox": 0.02539959378540516, "d0.loss_iou": 0.21061723083257675, "d1.loss_cls": 0.2835523733496666, "d1.loss_bbox": 0.02168692532926798, "d1.loss_iou": 0.19523494452238083, "enc_loss_cls": 0.3825746953487396, "enc_loss_bbox": 0.03865507166832685, "enc_loss_iou": 0.31247628659009935, "dn_loss_cls": 0.27622061789035796, "dn_loss_bbox": 0.020150881316512822, "dn_loss_iou": 0.20082902640104294, "d0.dn_loss_cls": 0.3377489900588989, "d0.dn_loss_bbox": 0.030011898577213286, "d0.dn_loss_iou": 0.2770898088812828, "d1.dn_loss_cls": 0.275630105137825, "d1.dn_loss_bbox": 0.02002757277339697, "d1.dn_loss_iou": 0.1990034657716751, "time": 0.6948511791229248, "epoch": 405, "iter": 29946, "memory": 7298, "step": 29946}
- {"coco/bbox_mAP": 0.738, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.844, "data_time": 0.026104081760753284, "time": 0.045667258175936615, "step": 405}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3157648038864136, "loss": 3.9388661050796507, "loss_cls": 0.29009527385234835, "loss_bbox": 0.01937777018174529, "loss_iou": 0.20127534613013268, "d0.loss_cls": 0.3166292601823807, "d0.loss_bbox": 0.021546912752091883, "d0.loss_iou": 0.21523269802331924, "d1.loss_cls": 0.29419637739658355, "d1.loss_bbox": 0.01927285045385361, "d1.loss_iou": 0.20011721134185792, "enc_loss_cls": 0.3792343300580978, "enc_loss_bbox": 0.0350355189293623, "enc_loss_iou": 0.31367628902196887, "dn_loss_cls": 0.2773654574155808, "dn_loss_bbox": 0.019977871533483266, "dn_loss_iou": 0.20282480120658875, "d0.dn_loss_cls": 0.33394781708717347, "d0.dn_loss_bbox": 0.029034655392169952, "d0.dn_loss_iou": 0.27038843542337415, "d1.dn_loss_cls": 0.2781035849452019, "d1.dn_loss_bbox": 0.019894245155155657, "d1.dn_loss_iou": 0.2016393855214119, "time": 0.6876644849777221, "epoch": 406, "iter": 30020, "memory": 7298, "step": 30020}
- {"coco/bbox_mAP": 0.74, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.709, "coco/bbox_mAP_l": 0.846, "data_time": 0.02788155729120428, "time": 0.047961971976540306, "step": 406}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3134495449066162, "loss": 3.7492654514312744, "loss_cls": 0.27418100655078886, "loss_bbox": 0.017084151692688464, "loss_iou": 0.1860707074403763, "d0.loss_cls": 0.30883231818675994, "d0.loss_bbox": 0.018952254690229892, "d0.loss_iou": 0.19418881952762604, "d1.loss_cls": 0.27707917481660843, "d1.loss_bbox": 0.01699268553406, "d1.loss_iou": 0.18429697811603546, "enc_loss_cls": 0.3782568424940109, "enc_loss_bbox": 0.03274428006261587, "enc_loss_iou": 0.2893371531367302, "dn_loss_cls": 0.26924472212791445, "dn_loss_bbox": 0.01841815922409296, "dn_loss_iou": 0.19267009645700456, "d0.dn_loss_cls": 0.327201623916626, "d0.dn_loss_bbox": 0.02776951599866152, "d0.dn_loss_iou": 0.25820498406887055, "d1.dn_loss_cls": 0.2683744099736214, "d1.dn_loss_bbox": 0.01832669014111161, "d1.dn_loss_iou": 0.1910388258099556, "time": 0.7176081132888794, "epoch": 407, "iter": 30094, "memory": 7298, "step": 30094}
- {"coco/bbox_mAP": 0.739, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.708, "coco/bbox_mAP_l": 0.844, "data_time": 0.02578956430608576, "time": 0.045856020667336204, "step": 407}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3127393674850464, "loss": 3.861689600944519, "loss_cls": 0.2799447038769722, "loss_bbox": 0.020582432188093663, "loss_iou": 0.19638331800699235, "d0.loss_cls": 0.3159667891263962, "d0.loss_bbox": 0.02215218797326088, "d0.loss_iou": 0.2079947265982628, "d1.loss_cls": 0.2811510506272316, "d1.loss_bbox": 0.02049283005297184, "d1.loss_iou": 0.19496849775314332, "enc_loss_cls": 0.37559563338756563, "enc_loss_bbox": 0.03368458047509194, "enc_loss_iou": 0.29950847595930097, "dn_loss_cls": 0.2758088201284409, "dn_loss_bbox": 0.01907189218327403, "dn_loss_iou": 0.19925929695367814, "d0.dn_loss_cls": 0.33291526794433596, "d0.dn_loss_bbox": 0.027455832287669183, "d0.dn_loss_iou": 0.26615330070257187, "d1.dn_loss_cls": 0.27554219871759417, "d1.dn_loss_bbox": 0.018993537444621324, "d1.dn_loss_iou": 0.19806431472301483, "time": 0.6996667289733887, "epoch": 408, "iter": 30168, "memory": 7298, "step": 30168}
- {"coco/bbox_mAP": 0.739, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.708, "coco/bbox_mAP_l": 0.844, "data_time": 0.028713638132268734, "time": 0.05132813887162642, "step": 408}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3042077398300171, "loss": 3.8253469944000242, "loss_cls": 0.2837019604444504, "loss_bbox": 0.0173041133582592, "loss_iou": 0.18256968021392822, "d0.loss_cls": 0.322553748190403, "d0.loss_bbox": 0.01927598498761654, "d0.loss_iou": 0.19728775441646576, "d1.loss_cls": 0.2885370448231697, "d1.loss_bbox": 0.01718098880723119, "d1.loss_iou": 0.18177375957369804, "enc_loss_cls": 0.3880979186296463, "enc_loss_bbox": 0.03563804905861616, "enc_loss_iou": 0.3092234808206558, "dn_loss_cls": 0.2705673214793205, "dn_loss_bbox": 0.01874503158032894, "dn_loss_iou": 0.1901022508740425, "d0.dn_loss_cls": 0.3317805004119873, "d0.dn_loss_bbox": 0.02878828752785921, "d0.dn_loss_iou": 0.26395206719636916, "d1.dn_loss_cls": 0.2705878674983978, "d1.dn_loss_bbox": 0.018680140264332293, "d1.dn_loss_iou": 0.18899910509586335, "time": 0.6879676961898804, "epoch": 409, "iter": 30242, "memory": 7298, "step": 30242}
- {"coco/bbox_mAP": 0.739, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.708, "coco/bbox_mAP_l": 0.846, "data_time": 0.02875585989518599, "time": 0.04975130341269753, "step": 409}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30083765983581545, "loss": 3.8562427234649657, "loss_cls": 0.28511843651533125, "loss_bbox": 0.017114541679620742, "loss_iou": 0.1921972370147705, "d0.loss_cls": 0.31397689700126646, "d0.loss_bbox": 0.01964533230289817, "d0.loss_iou": 0.2040689244866371, "d1.loss_cls": 0.2904495018720627, "d1.loss_bbox": 0.0173476155847311, "d1.loss_iou": 0.1913528025150299, "enc_loss_cls": 0.3778036028146744, "enc_loss_bbox": 0.03400442112237215, "enc_loss_iou": 0.3017127215862274, "dn_loss_cls": 0.27495051592588426, "dn_loss_bbox": 0.018378871437162162, "dn_loss_iou": 0.19650484323501588, "d0.dn_loss_cls": 0.3343473792076111, "d0.dn_loss_bbox": 0.02872508779168129, "d0.dn_loss_iou": 0.27013335317373277, "d1.dn_loss_cls": 0.274806966483593, "d1.dn_loss_bbox": 0.01829493610188365, "d1.dn_loss_iou": 0.1953087815642357, "time": 0.6980400848388671, "epoch": 410, "iter": 30316, "memory": 7298, "step": 30316}
- {"coco/bbox_mAP": 0.739, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.855, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.708, "coco/bbox_mAP_l": 0.844, "data_time": 0.022236325524070046, "time": 0.043719313361428, "step": 410}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3007744312286377, "loss": 3.7850277328491213, "loss_cls": 0.27567596435546876, "loss_bbox": 0.01701141759753227, "loss_iou": 0.18611128896474838, "d0.loss_cls": 0.31186186373233793, "d0.loss_bbox": 0.020724512245506047, "d0.loss_iou": 0.19865459203720093, "d1.loss_cls": 0.277424034178257, "d1.loss_bbox": 0.018966257721185684, "d1.loss_iou": 0.18490937918424608, "enc_loss_cls": 0.3791946136951447, "enc_loss_bbox": 0.03222234066575766, "enc_loss_iou": 0.29368606835603717, "dn_loss_cls": 0.2698020052909851, "dn_loss_bbox": 0.01776817511767149, "dn_loss_iou": 0.19256374955177308, "d0.dn_loss_cls": 0.33478276371955873, "d0.dn_loss_bbox": 0.027423875108361244, "d0.dn_loss_iou": 0.2675239071249962, "d1.dn_loss_cls": 0.2696853280067444, "d1.dn_loss_bbox": 0.01770165912806988, "d1.dn_loss_iou": 0.19133393794298173, "time": 0.6980111503601074, "epoch": 411, "iter": 30390, "memory": 7298, "step": 30390}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.864, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.71, "coco/bbox_mAP_l": 0.851, "data_time": 0.025630365718494762, "time": 0.04361360723322088, "step": 411}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29727002620697024, "loss": 3.7741776752471923, "loss_cls": 0.2778336498141289, "loss_bbox": 0.018470787052065132, "loss_iou": 0.1856090560555458, "d0.loss_cls": 0.308093318939209, "d0.loss_bbox": 0.020538714062422515, "d0.loss_iou": 0.19881533712148666, "d1.loss_cls": 0.2792686566710472, "d1.loss_bbox": 0.018776224497705697, "d1.loss_iou": 0.18500381380319594, "enc_loss_cls": 0.37825567662715914, "enc_loss_bbox": 0.03357896473258734, "enc_loss_iou": 0.3001018691062927, "dn_loss_cls": 0.26800198435783384, "dn_loss_bbox": 0.018370138499885797, "dn_loss_iou": 0.19035678952932358, "d0.dn_loss_cls": 0.32860794246196745, "d0.dn_loss_bbox": 0.027845510728657246, "d0.dn_loss_iou": 0.26194648385047914, "d1.dn_loss_cls": 0.2670379018783569, "d1.dn_loss_bbox": 0.018323130458593368, "d1.dn_loss_iou": 0.18934176683425905, "time": 0.6783496046066284, "epoch": 412, "iter": 30464, "memory": 7298, "step": 30464}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.864, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.709, "coco/bbox_mAP_l": 0.853, "data_time": 0.029013460332697086, "time": 0.05276413397355513, "step": 412}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3301343393325806, "loss": 3.9217361545562746, "loss_cls": 0.2925441685318947, "loss_bbox": 0.017337303999811413, "loss_iou": 0.19156273394823076, "d0.loss_cls": 0.3273777234554291, "d0.loss_bbox": 0.01926165523007512, "d0.loss_iou": 0.20363241314888, "d1.loss_cls": 0.29560576379299164, "d1.loss_bbox": 0.017239279747009277, "d1.loss_iou": 0.18982028618454933, "enc_loss_cls": 0.3969617307186127, "enc_loss_bbox": 0.034306321702897546, "enc_loss_iou": 0.3129280516505241, "dn_loss_cls": 0.2771381691098213, "dn_loss_bbox": 0.019009381011128427, "dn_loss_iou": 0.20077022716403006, "d0.dn_loss_cls": 0.3332623815536499, "d0.dn_loss_bbox": 0.02800351344048977, "d0.dn_loss_iou": 0.2707201588153839, "d1.dn_loss_cls": 0.276302530169487, "d1.dn_loss_bbox": 0.018910866752266883, "d1.dn_loss_iou": 0.1990415160357952, "time": 0.7172177934646606, "epoch": 413, "iter": 30538, "memory": 7298, "step": 30538}
- {"coco/bbox_mAP": 0.741, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.864, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.708, "coco/bbox_mAP_l": 0.851, "data_time": 0.027110381559892135, "time": 0.04680858958851208, "step": 413}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.310700855255127, "loss": 3.8371932172775267, "loss_cls": 0.2817748859524727, "loss_bbox": 0.01740229593589902, "loss_iou": 0.18747977554798126, "d0.loss_cls": 0.3143287944793701, "d0.loss_bbox": 0.019278331510722637, "d0.loss_iou": 0.1990579605102539, "d1.loss_cls": 0.2834340125322342, "d1.loss_bbox": 0.01729945668950677, "d1.loss_iou": 0.18598635911941527, "enc_loss_cls": 0.3841524881124496, "enc_loss_bbox": 0.034726534150540826, "enc_loss_iou": 0.3043070614337921, "dn_loss_cls": 0.2736699467897415, "dn_loss_bbox": 0.0188120992295444, "dn_loss_iou": 0.1965234398841858, "d0.dn_loss_cls": 0.334435248374939, "d0.dn_loss_bbox": 0.028521723523736, "d0.dn_loss_iou": 0.26985343635082243, "d1.dn_loss_cls": 0.27234873980283736, "d1.dn_loss_bbox": 0.018713107034564018, "d1.dn_loss_iou": 0.19508747339248658, "time": 0.7023821210861206, "epoch": 414, "iter": 30612, "memory": 7298, "step": 30612}
- {"coco/bbox_mAP": 0.737, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.864, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.704, "coco/bbox_mAP_l": 0.851, "data_time": 0.02655872431668368, "time": 0.04537976871837269, "step": 414}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30213879108428954, "loss": 3.854494318962097, "loss_cls": 0.27664730191230774, "loss_bbox": 0.0190063083730638, "loss_iou": 0.18996498197317124, "d0.loss_cls": 0.3178579157590866, "d0.loss_bbox": 0.02166462901979685, "d0.loss_iou": 0.2045399498939514, "d1.loss_cls": 0.27874274969100954, "d1.loss_bbox": 0.019666346199810506, "d1.loss_iou": 0.1901270280778408, "enc_loss_cls": 0.3899725258350372, "enc_loss_bbox": 0.037965525314211844, "enc_loss_iou": 0.3119532200694084, "dn_loss_cls": 0.2701489818096161, "dn_loss_bbox": 0.018941146712750198, "dn_loss_iou": 0.19349828749895095, "d0.dn_loss_cls": 0.3347350263595581, "d0.dn_loss_bbox": 0.02904809657484293, "d0.dn_loss_iou": 0.2690508845448494, "d1.dn_loss_cls": 0.2697392702102661, "d1.dn_loss_bbox": 0.018878500889986754, "d1.dn_loss_iou": 0.1923456797003746, "time": 0.6908930158615112, "epoch": 415, "iter": 30686, "memory": 7298, "step": 30686}
- {"coco/bbox_mAP": 0.734, "coco/bbox_mAP_50": 0.921, "coco/bbox_mAP_75": 0.864, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.704, "coco/bbox_mAP_l": 0.841, "data_time": 0.025421446019952946, "time": 0.04588571461764249, "step": 415}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30806320667266845, "loss": 3.8399873542785645, "loss_cls": 0.27839605063199996, "loss_bbox": 0.0195929317176342, "loss_iou": 0.1937716007232666, "d0.loss_cls": 0.3068102586269379, "d0.loss_bbox": 0.021121597588062285, "d0.loss_iou": 0.20260156631469728, "d1.loss_cls": 0.2788308784365654, "d1.loss_bbox": 0.019513824060559272, "d1.loss_iou": 0.192842555642128, "enc_loss_cls": 0.3814334559440613, "enc_loss_bbox": 0.034791923500597476, "enc_loss_iou": 0.30547347009181974, "dn_loss_cls": 0.27290452510118485, "dn_loss_bbox": 0.019360470175743102, "dn_loss_iou": 0.1987176576256752, "d0.dn_loss_cls": 0.3310445028543472, "d0.dn_loss_bbox": 0.027994937263429165, "d0.dn_loss_iou": 0.26482535421848297, "d1.dn_loss_cls": 0.27298241198062895, "d1.dn_loss_bbox": 0.019275847133249046, "d1.dn_loss_iou": 0.19770159989595412, "time": 0.6877594757080078, "epoch": 416, "iter": 30760, "memory": 7298, "step": 30760}
- {"coco/bbox_mAP": 0.736, "coco/bbox_mAP_50": 0.92, "coco/bbox_mAP_75": 0.882, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.706, "coco/bbox_mAP_l": 0.841, "data_time": 0.026549599387428978, "time": 0.047668196938254616, "step": 416}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3078036308288574, "loss": 3.757479720115662, "loss_cls": 0.27592849284410476, "loss_bbox": 0.01766908561810851, "loss_iou": 0.1858678412437439, "d0.loss_cls": 0.30646870404481885, "d0.loss_bbox": 0.01958595698699355, "d0.loss_iou": 0.1982787898182869, "d1.loss_cls": 0.2769013175368309, "d1.loss_bbox": 0.017593137826770543, "d1.loss_iou": 0.18487276196479796, "enc_loss_cls": 0.3756675809621811, "enc_loss_bbox": 0.03293714947998524, "enc_loss_iou": 0.2959214419126511, "dn_loss_cls": 0.26811166882514953, "dn_loss_bbox": 0.0184345187433064, "dn_loss_iou": 0.1927971214056015, "d0.dn_loss_cls": 0.32638188362121584, "d0.dn_loss_bbox": 0.02710831254720688, "d0.dn_loss_iou": 0.25803343892097474, "d1.dn_loss_cls": 0.2685585722327232, "d1.dn_loss_bbox": 0.01837802641093731, "d1.dn_loss_iou": 0.19198391944169999, "time": 0.7069744110107422, "epoch": 417, "iter": 30834, "memory": 7298, "step": 30834}
- {"coco/bbox_mAP": 0.737, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.882, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.707, "coco/bbox_mAP_l": 0.841, "data_time": 0.02743244171142578, "time": 0.045487013730135833, "step": 417}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2992414951324463, "loss": 3.723911375999451, "loss_cls": 0.27007817089557645, "loss_bbox": 0.019347911681979895, "loss_iou": 0.18767039015889167, "d0.loss_cls": 0.2952242651581764, "d0.loss_bbox": 0.021180688198655845, "d0.loss_iou": 0.19803569436073304, "d1.loss_cls": 0.27262996912002563, "d1.loss_bbox": 0.017999317832291126, "d1.loss_iou": 0.18482241556048393, "enc_loss_cls": 0.3739296340942383, "enc_loss_bbox": 0.03560301266610622, "enc_loss_iou": 0.3044776138663292, "dn_loss_cls": 0.267014721930027, "dn_loss_bbox": 0.017761354241520165, "dn_loss_iou": 0.18633307576179503, "d0.dn_loss_cls": 0.3242302995920181, "d0.dn_loss_bbox": 0.026606924794614316, "d0.dn_loss_iou": 0.25264730751514436, "d1.dn_loss_cls": 0.26599469900131223, "d1.dn_loss_bbox": 0.01764947723597288, "d1.dn_loss_iou": 0.1846744868159294, "time": 0.6867832708358764, "epoch": 418, "iter": 30908, "memory": 7298, "step": 30908}
- {"coco/bbox_mAP": 0.744, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.882, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.717, "coco/bbox_mAP_l": 0.841, "data_time": 0.02559885111722079, "time": 0.043540391055020417, "step": 418}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2942954397201538, "loss": 3.6756549310684203, "loss_cls": 0.27497409880161283, "loss_bbox": 0.01626804260537028, "loss_iou": 0.1729607991874218, "d0.loss_cls": 0.30850860476493835, "d0.loss_bbox": 0.01832344627007842, "d0.loss_iou": 0.186257114559412, "d1.loss_cls": 0.28037037312984464, "d1.loss_bbox": 0.01620754674077034, "d1.loss_iou": 0.17250080943107604, "enc_loss_cls": 0.38992505609989164, "enc_loss_bbox": 0.03513648800551891, "enc_loss_iou": 0.29390733391046525, "dn_loss_cls": 0.25837650954723357, "dn_loss_bbox": 0.0177794917114079, "dn_loss_iou": 0.1795976147055626, "d0.dn_loss_cls": 0.32166357457637784, "d0.dn_loss_bbox": 0.02741827003657818, "d0.dn_loss_iou": 0.24989250421524048, "d1.dn_loss_cls": 0.259067020714283, "d1.dn_loss_bbox": 0.0177208055742085, "d1.dn_loss_iou": 0.1787993873655796, "time": 0.6897796487808228, "epoch": 419, "iter": 30982, "memory": 7298, "step": 30982}
- {"coco/bbox_mAP": 0.74, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.882, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.712, "coco/bbox_mAP_l": 0.839, "data_time": 0.028618920933116566, "time": 0.051032001321965996, "step": 419}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3122150421142578, "loss": 3.8218587923049925, "loss_cls": 0.2812501174211502, "loss_bbox": 0.018761486262083054, "loss_iou": 0.18607000589370729, "d0.loss_cls": 0.31978038042783735, "d0.loss_bbox": 0.02179649706929922, "d0.loss_iou": 0.2016294330358505, "d1.loss_cls": 0.28547402590513227, "d1.loss_bbox": 0.01864426914602518, "d1.loss_iou": 0.1842489044368267, "enc_loss_cls": 0.3840397095680237, "enc_loss_bbox": 0.0341925672441721, "enc_loss_iou": 0.29513472944498065, "dn_loss_cls": 0.27025088340044023, "dn_loss_bbox": 0.019251735303550958, "dn_loss_iou": 0.19457721590995788, "d0.dn_loss_cls": 0.33124743700027465, "d0.dn_loss_bbox": 0.028333013281226158, "d0.dn_loss_iou": 0.2654850733280182, "d1.dn_loss_cls": 0.27003354907035826, "d1.dn_loss_bbox": 0.01914353959262371, "d1.dn_loss_iou": 0.1925142699480057, "time": 0.7225983190536499, "epoch": 420, "iter": 31056, "memory": 7298, "step": 31056}
- {"coco/bbox_mAP": 0.74, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.882, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.712, "coco/bbox_mAP_l": 0.839, "data_time": 0.026161042126742275, "time": 0.04696256464177912, "step": 420}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3007734489440918, "loss": 3.805704951286316, "loss_cls": 0.2803578534722328, "loss_bbox": 0.019599275048822164, "loss_iou": 0.19239426374435425, "d0.loss_cls": 0.3125747150182724, "d0.loss_bbox": 0.023908617310225963, "d0.loss_iou": 0.20691215693950654, "d1.loss_cls": 0.2817697045207024, "d1.loss_bbox": 0.020608900990337135, "d1.loss_iou": 0.19110167860984803, "enc_loss_cls": 0.3783592921495438, "enc_loss_bbox": 0.03429708406329155, "enc_loss_iou": 0.29861656367778777, "dn_loss_cls": 0.2685312610864639, "dn_loss_bbox": 0.018438429292291402, "dn_loss_iou": 0.19086241126060485, "d0.dn_loss_cls": 0.3261789345741272, "d0.dn_loss_bbox": 0.027608806379139424, "d0.dn_loss_iou": 0.25734139919281007, "d1.dn_loss_cls": 0.2684785690903664, "d1.dn_loss_bbox": 0.01836139528080821, "d1.dn_loss_iou": 0.18940359905362128, "time": 0.6876234102249146, "epoch": 421, "iter": 31130, "memory": 7298, "step": 31130}
- {"coco/bbox_mAP": 0.743, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.882, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.715, "coco/bbox_mAP_l": 0.839, "data_time": 0.02712518518621271, "time": 0.04949543692848899, "step": 421}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3004186248779297, "loss": 3.8779713773727416, "loss_cls": 0.28335471123456957, "loss_bbox": 0.017611890118569135, "loss_iou": 0.18949351131916045, "d0.loss_cls": 0.3179842361807823, "d0.loss_bbox": 0.019799500573426485, "d0.loss_iou": 0.2003452843427658, "d1.loss_cls": 0.2865771374106407, "d1.loss_bbox": 0.017545855212956665, "d1.loss_iou": 0.18803175479173662, "enc_loss_cls": 0.39010939955711366, "enc_loss_bbox": 0.035507634542882444, "enc_loss_iou": 0.3140557074546814, "dn_loss_cls": 0.2755767700076103, "dn_loss_bbox": 0.01885578839108348, "dn_loss_iou": 0.19852839380502701, "d0.dn_loss_cls": 0.33485018014907836, "d0.dn_loss_bbox": 0.028701286241412164, "d0.dn_loss_iou": 0.27073440939188004, "d1.dn_loss_cls": 0.27480169147253036, "d1.dn_loss_bbox": 0.01872444249689579, "d1.dn_loss_iou": 0.19678182512521744, "time": 0.690097622871399, "epoch": 422, "iter": 31204, "memory": 7298, "step": 31204}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.873, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.714, "coco/bbox_mAP_l": 0.838, "data_time": 0.03158010135997425, "time": 0.05481321161443537, "step": 422}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31075587272644045, "loss": 3.837136330604553, "loss_cls": 0.2770686703920364, "loss_bbox": 0.01738085450604558, "loss_iou": 0.19342255115509033, "d0.loss_cls": 0.31036552250385285, "d0.loss_bbox": 0.019118531942367553, "d0.loss_iou": 0.20442786306142807, "d1.loss_cls": 0.2778874161839485, "d1.loss_bbox": 0.01729138186201453, "d1.loss_iou": 0.1920148426294327, "enc_loss_cls": 0.37917409658432005, "enc_loss_bbox": 0.032339536286890506, "enc_loss_iou": 0.30977471590042116, "dn_loss_cls": 0.27257713437080383, "dn_loss_bbox": 0.018819547593593597, "dn_loss_iou": 0.19991006910800935, "d0.dn_loss_cls": 0.330541188120842, "d0.dn_loss_bbox": 0.027580760829150678, "d0.dn_loss_iou": 0.2677561968564987, "d1.dn_loss_cls": 0.2723523551225662, "d1.dn_loss_bbox": 0.018737034443765878, "d1.dn_loss_iou": 0.19859606117010117, "time": 0.688198823928833, "epoch": 423, "iter": 31278, "memory": 7293, "step": 31278}
- {"coco/bbox_mAP": 0.746, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.893, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.719, "coco/bbox_mAP_l": 0.839, "data_time": 0.028525417501276188, "time": 0.04964494705200195, "step": 423}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3006825542449951, "loss": 3.792655658721924, "loss_cls": 0.2797619831562042, "loss_bbox": 0.020124862045049666, "loss_iou": 0.1873336261510849, "d0.loss_cls": 0.3047287821769714, "d0.loss_bbox": 0.021308163926005364, "d0.loss_iou": 0.19813524663448334, "d1.loss_cls": 0.2835154289007187, "d1.loss_bbox": 0.01995856788009405, "d1.loss_iou": 0.18672045081853866, "enc_loss_cls": 0.37943287312984464, "enc_loss_bbox": 0.0356575483828783, "enc_loss_iou": 0.2966060984134674, "dn_loss_cls": 0.26922669261693954, "dn_loss_bbox": 0.01872470712289214, "dn_loss_iou": 0.19188131183385848, "d0.dn_loss_cls": 0.3300985425710678, "d0.dn_loss_bbox": 0.027778790444135667, "d0.dn_loss_iou": 0.2628714942932129, "d1.dn_loss_cls": 0.2692893445491791, "d1.dn_loss_bbox": 0.018663712982088326, "d1.dn_loss_iou": 0.1908374610543251, "time": 0.6958923101425171, "epoch": 424, "iter": 31352, "memory": 7298, "step": 31352}
- {"coco/bbox_mAP": 0.747, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.893, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.721, "coco/bbox_mAP_l": 0.838, "data_time": 0.025267297571355648, "time": 0.04412094029513272, "step": 424}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2921696138381958, "loss": 3.7503870725631714, "loss_cls": 0.27485387861728666, "loss_bbox": 0.017891202941536902, "loss_iou": 0.18479946196079255, "d0.loss_cls": 0.30216222256422043, "d0.loss_bbox": 0.01925131315365434, "d0.loss_iou": 0.1940791618824005, "d1.loss_cls": 0.2741946050524712, "d1.loss_bbox": 0.017800973951816557, "d1.loss_iou": 0.18322316870093347, "enc_loss_cls": 0.37668156147003173, "enc_loss_bbox": 0.033908569291234016, "enc_loss_iou": 0.2999805158376694, "dn_loss_cls": 0.26936144679784774, "dn_loss_bbox": 0.018423855733126403, "dn_loss_iou": 0.19125992506742479, "d0.dn_loss_cls": 0.32841305553913114, "d0.dn_loss_bbox": 0.02765574771910906, "d0.dn_loss_iou": 0.26033670544624327, "d1.dn_loss_cls": 0.26842557728290556, "d1.dn_loss_bbox": 0.018319321684539317, "d1.dn_loss_iou": 0.1893647766113281, "time": 0.6787413597106934, "epoch": 425, "iter": 31426, "memory": 7298, "step": 31426}
- {"coco/bbox_mAP": 0.746, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.893, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.72, "coco/bbox_mAP_l": 0.838, "data_time": 0.024714643304998226, "time": 0.04257028753107244, "step": 425}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2926704549789429, "loss": 3.7443455266952514, "loss_cls": 0.2767854276299477, "loss_bbox": 0.017343538384884595, "loss_iou": 0.18196670681238175, "d0.loss_cls": 0.30563343346118926, "d0.loss_bbox": 0.018605753406882287, "d0.loss_iou": 0.19165970742702484, "d1.loss_cls": 0.27484829038381575, "d1.loss_bbox": 0.017209321800619362, "d1.loss_iou": 0.1794125670194626, "enc_loss_cls": 0.37812751293182373, "enc_loss_bbox": 0.03546238243579865, "enc_loss_iou": 0.301682166159153, "dn_loss_cls": 0.2673866340517998, "dn_loss_bbox": 0.018469055388122796, "dn_loss_iou": 0.1894996890425682, "d0.dn_loss_cls": 0.32875660121440886, "d0.dn_loss_bbox": 0.02786271344870329, "d0.dn_loss_iou": 0.2615582978725433, "d1.dn_loss_cls": 0.266565328836441, "d1.dn_loss_bbox": 0.018337495028972625, "d1.dn_loss_iou": 0.18717283874750137, "time": 0.6822885847091675, "epoch": 426, "iter": 31500, "memory": 7298, "step": 31500}
- {"coco/bbox_mAP": 0.746, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.893, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.72, "coco/bbox_mAP_l": 0.838, "data_time": 0.025145205584439365, "time": 0.04368916424837979, "step": 426}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31512696266174317, "loss": 3.8868528032302856, "loss_cls": 0.28441293179988864, "loss_bbox": 0.01748313894495368, "loss_iou": 0.18825228586792947, "d0.loss_cls": 0.32092977344989776, "d0.loss_bbox": 0.019630178045481443, "d0.loss_iou": 0.20058801889419556, "d1.loss_cls": 0.29002021849155424, "d1.loss_bbox": 0.017406277749687435, "d1.loss_iou": 0.18663327425718307, "enc_loss_cls": 0.3981049793958664, "enc_loss_bbox": 0.03468450952321291, "enc_loss_iou": 0.30873544573783873, "dn_loss_cls": 0.27416374117136, "dn_loss_bbox": 0.01949547728523612, "dn_loss_iou": 0.19732861638069152, "d0.dn_loss_cls": 0.3373285764455795, "d0.dn_loss_bbox": 0.029501174539327622, "d0.dn_loss_iou": 0.2730544623732567, "d1.dn_loss_cls": 0.27389955341815947, "d1.dn_loss_bbox": 0.01941004943102598, "d1.dn_loss_iou": 0.19579012766480447, "time": 0.7022347736358643, "epoch": 427, "iter": 31574, "memory": 7298, "step": 31574}
- {"coco/bbox_mAP": 0.744, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.871, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.717, "coco/bbox_mAP_l": 0.839, "data_time": 0.02498271248557351, "time": 0.04377044330943714, "step": 427}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2972588682174683, "loss": 3.7968310356140136, "loss_cls": 0.28051030486822126, "loss_bbox": 0.01804780347272754, "loss_iou": 0.18656243950128557, "d0.loss_cls": 0.31225904434919355, "d0.loss_bbox": 0.01970576135441661, "d0.loss_iou": 0.19755663126707076, "d1.loss_cls": 0.28236848950386045, "d1.loss_bbox": 0.01795290220528841, "d1.loss_iou": 0.18507850140333176, "enc_loss_cls": 0.3838835209608078, "enc_loss_bbox": 0.033899598903954026, "enc_loss_iou": 0.3029600304365158, "dn_loss_cls": 0.26908761769533157, "dn_loss_bbox": 0.018472483772784473, "dn_loss_iou": 0.19205067813396454, "d0.dn_loss_cls": 0.3293473643064499, "d0.dn_loss_bbox": 0.027992977052927016, "d0.dn_loss_iou": 0.26165967792272565, "d1.dn_loss_cls": 0.26854748964309694, "d1.dn_loss_bbox": 0.018388465866446494, "d1.dn_loss_iou": 0.1904992613196373, "time": 0.6940913772583008, "epoch": 428, "iter": 31648, "memory": 7298, "step": 31648}
- {"coco/bbox_mAP": 0.745, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.871, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.719, "coco/bbox_mAP_l": 0.838, "data_time": 0.027732567353682083, "time": 0.04826732115312056, "step": 428}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.32574931144714353, "loss": 3.7831607818603517, "loss_cls": 0.28034375846385956, "loss_bbox": 0.01780218491330743, "loss_iou": 0.18568940401077272, "d0.loss_cls": 0.31376328647136686, "d0.loss_bbox": 0.019598958157002924, "d0.loss_iou": 0.1986818915605545, "d1.loss_cls": 0.2832646548748016, "d1.loss_bbox": 0.017726604472845794, "d1.loss_iou": 0.1840980550646782, "enc_loss_cls": 0.38612971007823943, "enc_loss_bbox": 0.033265702277421955, "enc_loss_iou": 0.3022696301341057, "dn_loss_cls": 0.2677740857005119, "dn_loss_bbox": 0.018131489921361207, "dn_loss_iou": 0.1900235202908516, "d0.dn_loss_cls": 0.3264209967851639, "d0.dn_loss_bbox": 0.026846930123865603, "d0.dn_loss_iou": 0.2568194046616554, "d1.dn_loss_cls": 0.26748463153839114, "d1.dn_loss_bbox": 0.018056191578507422, "d1.dn_loss_iou": 0.1889697155356407, "time": 0.7188891792297363, "epoch": 429, "iter": 31722, "memory": 7298, "step": 31722}
- {"coco/bbox_mAP": 0.742, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.871, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.714, "coco/bbox_mAP_l": 0.838, "data_time": 0.02827696366743608, "time": 0.04950870167125355, "step": 429}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3076088237762451, "loss": 3.758322825431824, "loss_cls": 0.27500005275011064, "loss_bbox": 0.019239006247371435, "loss_iou": 0.18994371354579925, "d0.loss_cls": 0.30765323638916015, "d0.loss_bbox": 0.01973925095051527, "d0.loss_iou": 0.1981285172700882, "d1.loss_cls": 0.27763560831546785, "d1.loss_bbox": 0.019143741670995952, "d1.loss_iou": 0.18780052155256272, "enc_loss_cls": 0.3707317894697189, "enc_loss_bbox": 0.03360375355929136, "enc_loss_iou": 0.29815612226724625, "dn_loss_cls": 0.2678611463308334, "dn_loss_bbox": 0.018658383805304764, "dn_loss_iou": 0.19157998085021974, "d0.dn_loss_cls": 0.32505355596542357, "d0.dn_loss_bbox": 0.02722855009138584, "d0.dn_loss_iou": 0.25586300760507585, "d1.dn_loss_cls": 0.26715163558721544, "d1.dn_loss_bbox": 0.018546008337289095, "d1.dn_loss_iou": 0.18960521638393402, "time": 0.6882914066314697, "epoch": 430, "iter": 31796, "memory": 7298, "step": 31796}
- {"coco/bbox_mAP": 0.745, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.893, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.718, "coco/bbox_mAP_l": 0.838, "data_time": 0.025866118344393643, "time": 0.04510385339910334, "step": 430}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30670366287231443, "loss": 3.722478632926941, "loss_cls": 0.2701418277621269, "loss_bbox": 0.01872361671179533, "loss_iou": 0.18419624254107475, "d0.loss_cls": 0.2988432428240776, "d0.loss_bbox": 0.020703188981860875, "d0.loss_iou": 0.19846936851739883, "d1.loss_cls": 0.2715772804617882, "d1.loss_bbox": 0.018686996903270484, "d1.loss_iou": 0.18344991266727448, "enc_loss_cls": 0.37724799156188965, "enc_loss_bbox": 0.035497539080679416, "enc_loss_iou": 0.3058688360452652, "dn_loss_cls": 0.26449816197156906, "dn_loss_bbox": 0.01748170403763652, "dn_loss_iou": 0.1843160253763199, "d0.dn_loss_cls": 0.3257050621509552, "d0.dn_loss_bbox": 0.026759524010121823, "d0.dn_loss_iou": 0.25483633190393445, "d1.dn_loss_cls": 0.26457027047872544, "d1.dn_loss_bbox": 0.01742291733622551, "d1.dn_loss_iou": 0.1834826123714447, "time": 0.6967987489700317, "epoch": 431, "iter": 31870, "memory": 7298, "step": 31870}
- {"coco/bbox_mAP": 0.749, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.893, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.721, "coco/bbox_mAP_l": 0.846, "data_time": 0.029847318475896664, "time": 0.05046027356928045, "step": 431}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3166793632507324, "loss": 3.7910213375091555, "loss_cls": 0.281950798034668, "loss_bbox": 0.018117877151817084, "loss_iou": 0.1883833409845829, "d0.loss_cls": 0.3059127640724182, "d0.loss_bbox": 0.020226061847060918, "d0.loss_iou": 0.2001160416007042, "d1.loss_cls": 0.2844380733370781, "d1.loss_bbox": 0.018116224277764558, "d1.loss_iou": 0.18702477887272834, "enc_loss_cls": 0.3715908455848694, "enc_loss_bbox": 0.0368875190988183, "enc_loss_iou": 0.29871695071458815, "dn_loss_cls": 0.27092876434326174, "dn_loss_bbox": 0.018305933848023415, "dn_loss_iou": 0.1911633211374283, "d0.dn_loss_cls": 0.3298159277439117, "d0.dn_loss_bbox": 0.028398167863488196, "d0.dn_loss_iou": 0.2621788224577904, "d1.dn_loss_cls": 0.2708333733677864, "d1.dn_loss_bbox": 0.01821220004931092, "d1.dn_loss_iou": 0.18970355838537217, "time": 0.7006327772140503, "epoch": 432, "iter": 31944, "memory": 7298, "step": 31944}
- {"coco/bbox_mAP": 0.747, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.893, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.719, "coco/bbox_mAP_l": 0.846, "data_time": 0.028092492710460316, "time": 0.04730267958207564, "step": 432}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31844146728515627, "loss": 3.7651830244064333, "loss_cls": 0.2813697198033333, "loss_bbox": 0.01757659425958991, "loss_iou": 0.18502779364585875, "d0.loss_cls": 0.3111227363348007, "d0.loss_bbox": 0.019632673989981413, "d0.loss_iou": 0.19853417992591857, "d1.loss_cls": 0.283053905069828, "d1.loss_bbox": 0.017505374848842622, "d1.loss_iou": 0.18390062540769578, "enc_loss_cls": 0.36785497605800627, "enc_loss_bbox": 0.03192200440913439, "enc_loss_iou": 0.2894258272647858, "dn_loss_cls": 0.26942276388406755, "dn_loss_bbox": 0.01862582402303815, "dn_loss_iou": 0.1908180183172226, "d0.dn_loss_cls": 0.32981633722782133, "d0.dn_loss_bbox": 0.028107935786247252, "d0.dn_loss_iou": 0.26350038886070254, "d1.dn_loss_cls": 0.2695830616354942, "d1.dn_loss_bbox": 0.018558416794985533, "d1.dn_loss_iou": 0.18982381224632264, "time": 0.7139555025100708, "epoch": 433, "iter": 32018, "memory": 7298, "step": 32018}
- {"coco/bbox_mAP": 0.748, "coco/bbox_mAP_50": 0.926, "coco/bbox_mAP_75": 0.893, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.718, "coco/bbox_mAP_l": 0.848, "data_time": 0.0251767635345459, "time": 0.043439539996060456, "step": 433}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2840937232971191, "loss": 3.7435792446136475, "loss_cls": 0.2742210924625397, "loss_bbox": 0.01967896394431591, "loss_iou": 0.18580594778060913, "d0.loss_cls": 0.3059109032154083, "d0.loss_bbox": 0.022679036129266025, "d0.loss_iou": 0.19720350176095963, "d1.loss_cls": 0.2782666566967964, "d1.loss_bbox": 0.019618416894227265, "d1.loss_iou": 0.18437669396400452, "enc_loss_cls": 0.36375359356403353, "enc_loss_bbox": 0.0365233713388443, "enc_loss_iou": 0.2875882312655449, "dn_loss_cls": 0.267468533217907, "dn_loss_bbox": 0.018882966525852682, "dn_loss_iou": 0.18968957602977754, "d0.dn_loss_cls": 0.32886809945106504, "d0.dn_loss_bbox": 0.028262057043612003, "d0.dn_loss_iou": 0.26035876214504244, "d1.dn_loss_cls": 0.26733353674411775, "d1.dn_loss_bbox": 0.018803797625005246, "d1.dn_loss_iou": 0.18828549474477768, "time": 0.6769191503524781, "epoch": 434, "iter": 32092, "memory": 7298, "step": 32092}
- {"coco/bbox_mAP": 0.747, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.892, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.717, "coco/bbox_mAP_l": 0.848, "data_time": 0.025883913040161133, "time": 0.0462615273215554, "step": 434}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30389061450958255, "loss": 3.8467498350143434, "loss_cls": 0.2767938062548637, "loss_bbox": 0.022174707800149917, "loss_iou": 0.19288958132266998, "d0.loss_cls": 0.31260676264762877, "d0.loss_bbox": 0.0240573232062161, "d0.loss_iou": 0.20722005635499954, "d1.loss_cls": 0.27988556772470474, "d1.loss_bbox": 0.02285197788849473, "d1.loss_iou": 0.19067323997616767, "enc_loss_cls": 0.3755638074874878, "enc_loss_bbox": 0.03544832557439804, "enc_loss_iou": 0.3002881330251694, "dn_loss_cls": 0.27233056247234344, "dn_loss_bbox": 0.018834539130330084, "dn_loss_iou": 0.195505982786417, "d0.dn_loss_cls": 0.33570021629333496, "d0.dn_loss_bbox": 0.028159896694123745, "d0.dn_loss_iou": 0.27213083535432814, "d1.dn_loss_cls": 0.2713237649202347, "d1.dn_loss_bbox": 0.018706457912921904, "d1.dn_loss_iou": 0.19360432922840118, "time": 0.7045518636703492, "epoch": 435, "iter": 32166, "memory": 7298, "step": 32166}
- {"coco/bbox_mAP": 0.746, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.716, "coco/bbox_mAP_l": 0.846, "data_time": 0.028962373733520508, "time": 0.04927522485906428, "step": 435}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29510266304016114, "loss": 3.781494069099426, "loss_cls": 0.2762755849957466, "loss_bbox": 0.017029783204197884, "loss_iou": 0.1872160416841507, "d0.loss_cls": 0.30598353922367094, "d0.loss_bbox": 0.018804614059627058, "d0.loss_iou": 0.20042307078838348, "d1.loss_cls": 0.27853681713342665, "d1.loss_bbox": 0.016951659247279167, "d1.loss_iou": 0.18617148116230964, "enc_loss_cls": 0.38125281512737275, "enc_loss_bbox": 0.0327017479762435, "enc_loss_iou": 0.3001267611980438, "dn_loss_cls": 0.27062736481428146, "dn_loss_bbox": 0.018151641320437194, "dn_loss_iou": 0.19260288402438164, "d0.dn_loss_cls": 0.3295426392555237, "d0.dn_loss_bbox": 0.02760030694305897, "d0.dn_loss_iou": 0.2614880359172821, "d1.dn_loss_cls": 0.27047606647014616, "d1.dn_loss_bbox": 0.01806892642751336, "d1.dn_loss_iou": 0.19146229937672615, "time": 0.6822129583358765, "epoch": 436, "iter": 32240, "memory": 7298, "step": 32240}
- {"coco/bbox_mAP": 0.747, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.716, "coco/bbox_mAP_l": 0.848, "data_time": 0.025604399767788975, "time": 0.043030955574729225, "step": 436}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3126975679397583, "loss": 3.5750162267684935, "loss_cls": 0.264136483669281, "loss_bbox": 0.016934414748102426, "loss_iou": 0.17175961509346963, "d0.loss_cls": 0.287056922018528, "d0.loss_bbox": 0.018613326903432606, "d0.loss_iou": 0.1831677031517029, "d1.loss_cls": 0.2635821494460106, "d1.loss_bbox": 0.01688766384497285, "d1.loss_iou": 0.17074329882860184, "enc_loss_cls": 0.3747467792034149, "enc_loss_bbox": 0.03340315174311399, "enc_loss_iou": 0.2829154571890831, "dn_loss_cls": 0.2597338417172432, "dn_loss_bbox": 0.01754255723208189, "dn_loss_iou": 0.1765396013855934, "d0.dn_loss_cls": 0.317700622677803, "d0.dn_loss_bbox": 0.026572955138981343, "d0.dn_loss_iou": 0.24087653964757919, "d1.dn_loss_cls": 0.25905632942914963, "d1.dn_loss_bbox": 0.017492380738258363, "d1.dn_loss_iou": 0.1755544450879097, "time": 0.6970699405670167, "epoch": 437, "iter": 32314, "memory": 7298, "step": 32314}
- {"coco/bbox_mAP": 0.746, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.716, "coco/bbox_mAP_l": 0.846, "data_time": 0.027028430591930042, "time": 0.044826052405617454, "step": 437}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3027136707305908, "loss": 3.729334216117859, "loss_cls": 0.2763062244653702, "loss_bbox": 0.018197380118072034, "loss_iou": 0.18054360523819923, "d0.loss_cls": 0.30777728468179705, "d0.loss_bbox": 0.02085938973352313, "d0.loss_iou": 0.19626257956027984, "d1.loss_cls": 0.2799380913376808, "d1.loss_bbox": 0.019162235707044603, "d1.loss_iou": 0.17933640718460084, "enc_loss_cls": 0.37483191609382627, "enc_loss_bbox": 0.03733873438090086, "enc_loss_iou": 0.3011675602197647, "dn_loss_cls": 0.2657409366965294, "dn_loss_bbox": 0.018482378348708153, "dn_loss_iou": 0.18468411535024643, "d0.dn_loss_cls": 0.32298922836780547, "d0.dn_loss_bbox": 0.02786603316664696, "d0.dn_loss_iou": 0.2496696498990059, "d1.dn_loss_cls": 0.2664065060019493, "d1.dn_loss_bbox": 0.01839088285341859, "d1.dn_loss_iou": 0.1833830639719963, "time": 0.6896876573562623, "epoch": 438, "iter": 32388, "memory": 7298, "step": 32388}
- {"coco/bbox_mAP": 0.747, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.892, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.717, "coco/bbox_mAP_l": 0.846, "data_time": 0.02692445841702548, "time": 0.04639456488869407, "step": 438}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.288347487449646, "loss": 3.7829164028167725, "loss_cls": 0.28795266658067703, "loss_bbox": 0.01729625966399908, "loss_iou": 0.1884165433049202, "d0.loss_cls": 0.30976378828287127, "d0.loss_bbox": 0.018668374605476858, "d0.loss_iou": 0.1964891457557678, "d1.loss_cls": 0.28782889813184737, "d1.loss_bbox": 0.017203630805015566, "d1.loss_iou": 0.18700028091669083, "enc_loss_cls": 0.37543473064899446, "enc_loss_bbox": 0.030979406237602234, "enc_loss_iou": 0.2866760057210922, "dn_loss_cls": 0.2717648294568062, "dn_loss_bbox": 0.01865789037197828, "dn_loss_iou": 0.1946016600728035, "d0.dn_loss_cls": 0.3261817920207977, "d0.dn_loss_bbox": 0.027287922762334348, "d0.dn_loss_iou": 0.2573853939771652, "d1.dn_loss_cls": 0.271630657017231, "d1.dn_loss_bbox": 0.018559089973568917, "d1.dn_loss_iou": 0.19313742727041244, "time": 0.6898245429992675, "epoch": 439, "iter": 32462, "memory": 7298, "step": 32462}
- {"coco/bbox_mAP": 0.751, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.892, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.719, "coco/bbox_mAP_l": 0.851, "data_time": 0.02996928041631525, "time": 0.05224414305253462, "step": 439}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3270465993881226, "loss": 3.6351865577697753, "loss_cls": 0.2713462352752686, "loss_bbox": 0.016614762134850025, "loss_iou": 0.1750354687869549, "d0.loss_cls": 0.294697171151638, "d0.loss_bbox": 0.01866923416033387, "d0.loss_iou": 0.18655835285782815, "d1.loss_cls": 0.27356044948101044, "d1.loss_bbox": 0.016529716961085798, "d1.loss_iou": 0.17430323854088783, "enc_loss_cls": 0.3712146180868149, "enc_loss_bbox": 0.03220284141600132, "enc_loss_iou": 0.2889456263184547, "dn_loss_cls": 0.25991336375474927, "dn_loss_bbox": 0.017503492906689642, "dn_loss_iou": 0.1803792928159237, "d0.dn_loss_cls": 0.32280844151973725, "d0.dn_loss_bbox": 0.02727825790643692, "d0.dn_loss_iou": 0.2502395138144493, "d1.dn_loss_cls": 0.26035892218351364, "d1.dn_loss_bbox": 0.01745149428024888, "d1.dn_loss_iou": 0.17957605570554733, "time": 0.7432007932662964, "epoch": 440, "iter": 32536, "memory": 7298, "step": 32536}
- {"coco/bbox_mAP": 0.75, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.719, "coco/bbox_mAP_l": 0.851, "data_time": 0.026326309550892223, "time": 0.04402561621232466, "step": 440}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3046692419052124, "loss": 3.7487627506256103, "loss_cls": 0.2802613365650177, "loss_bbox": 0.01751621063798666, "loss_iou": 0.17990673154592515, "d0.loss_cls": 0.30924503952264787, "d0.loss_bbox": 0.019634795282036065, "d0.loss_iou": 0.19232302084565162, "d1.loss_cls": 0.28566820502281187, "d1.loss_bbox": 0.017686398755759, "d1.loss_iou": 0.17859785094857217, "enc_loss_cls": 0.37646302342414856, "enc_loss_bbox": 0.03241761386394501, "enc_loss_iou": 0.2928042209148407, "dn_loss_cls": 0.26684001564979554, "dn_loss_bbox": 0.018885920383036138, "dn_loss_iou": 0.187784383893013, "d0.dn_loss_cls": 0.3310430371761322, "d0.dn_loss_bbox": 0.028673817329108717, "d0.dn_loss_iou": 0.26026136219501494, "d1.dn_loss_cls": 0.2672480624914169, "d1.dn_loss_bbox": 0.018813129458576442, "d1.dn_loss_iou": 0.18668860360980033, "time": 0.7053147792816162, "epoch": 441, "iter": 32610, "memory": 7298, "step": 32610}
- {"coco/bbox_mAP": 0.751, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.719, "coco/bbox_mAP_l": 0.851, "data_time": 0.025678612969138405, "time": 0.04255938529968262, "step": 441}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29783244132995607, "loss": 3.7309818172454836, "loss_cls": 0.2709427559375763, "loss_bbox": 0.017342252675443887, "loss_iou": 0.18030604660511018, "d0.loss_cls": 0.305202017724514, "d0.loss_bbox": 0.01952283753082156, "d0.loss_iou": 0.19517968863248825, "d1.loss_cls": 0.27544023513793947, "d1.loss_bbox": 0.017201586235314606, "d1.loss_iou": 0.17871076196432115, "enc_loss_cls": 0.3905697959661484, "enc_loss_bbox": 0.03437079753726721, "enc_loss_iou": 0.2975845944881439, "dn_loss_cls": 0.2631214299798012, "dn_loss_bbox": 0.018778784051537514, "dn_loss_iou": 0.1869391942024231, "d0.dn_loss_cls": 0.326109504699707, "d0.dn_loss_bbox": 0.028536396808922292, "d0.dn_loss_iou": 0.2584293410181999, "d1.dn_loss_cls": 0.2625711300969124, "d1.dn_loss_bbox": 0.018674979470670223, "d1.dn_loss_iou": 0.18544763922691346, "time": 0.6777493190765381, "epoch": 442, "iter": 32684, "memory": 7298, "step": 32684}
- {"coco/bbox_mAP": 0.752, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.722, "coco/bbox_mAP_l": 0.851, "data_time": 0.025827104395086117, "time": 0.043057918548583984, "step": 442}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.32630435466766355, "loss": 3.7713350868225097, "loss_cls": 0.2807913428544998, "loss_bbox": 0.017621277924627067, "loss_iou": 0.18923119843006134, "d0.loss_cls": 0.3013990890979767, "d0.loss_bbox": 0.019018322676420212, "d0.loss_iou": 0.20037107974290846, "d1.loss_cls": 0.2809694004058838, "d1.loss_bbox": 0.01755274534225464, "d1.loss_iou": 0.18817341834306717, "enc_loss_cls": 0.37090480983257296, "enc_loss_bbox": 0.03181015226989985, "enc_loss_iou": 0.3000413581728935, "dn_loss_cls": 0.2706309172511101, "dn_loss_bbox": 0.018356201946735384, "dn_loss_iou": 0.19185005575418473, "d0.dn_loss_cls": 0.32778144121170044, "d0.dn_loss_bbox": 0.027000443041324616, "d0.dn_loss_iou": 0.25918160885572433, "d1.dn_loss_cls": 0.2697106096148491, "d1.dn_loss_bbox": 0.018281951136887072, "d1.dn_loss_iou": 0.19065758645534514, "time": 0.7146365880966187, "epoch": 443, "iter": 32758, "memory": 7298, "step": 32758}
- {"coco/bbox_mAP": 0.752, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.722, "coco/bbox_mAP_l": 0.851, "data_time": 0.027110641652887516, "time": 0.04655597426674583, "step": 443}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.318618745803833, "loss": 3.8075282096862795, "loss_cls": 0.2842926898598671, "loss_bbox": 0.01735369173809886, "loss_iou": 0.18451399952173234, "d0.loss_cls": 0.32385298371315, "d0.loss_bbox": 0.019222266469150782, "d0.loss_iou": 0.1961978405714035, "d1.loss_cls": 0.28685712039470673, "d1.loss_bbox": 0.01734195487573743, "d1.loss_iou": 0.18391030728816987, "enc_loss_cls": 0.3838015115261078, "enc_loss_bbox": 0.03421403482556343, "enc_loss_iou": 0.30263168245553973, "dn_loss_cls": 0.27105153769254686, "dn_loss_bbox": 0.018923565708100797, "dn_loss_iou": 0.1916681271791458, "d0.dn_loss_cls": 0.3273886466026306, "d0.dn_loss_bbox": 0.028032403215765955, "d0.dn_loss_iou": 0.25649881273508074, "d1.dn_loss_cls": 0.26992156863212585, "d1.dn_loss_bbox": 0.01887534374371171, "d1.dn_loss_iou": 0.1909781351685524, "time": 0.7097406196594238, "epoch": 444, "iter": 32832, "memory": 7298, "step": 32832}
- {"coco/bbox_mAP": 0.752, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.721, "coco/bbox_mAP_l": 0.851, "data_time": 0.026238679885864258, "time": 0.04483363845131614, "step": 444}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28751654624938966, "loss": 3.682137017250061, "loss_cls": 0.2730191794037819, "loss_bbox": 0.01676901400089264, "loss_iou": 0.17879287779331207, "d0.loss_cls": 0.30615478128194806, "d0.loss_bbox": 0.018449497427791357, "d0.loss_iou": 0.18825942039489746, "d1.loss_cls": 0.27603034406900406, "d1.loss_bbox": 0.016751597207039594, "d1.loss_iou": 0.17798491328954696, "enc_loss_cls": 0.37608074009418485, "enc_loss_bbox": 0.03365978196263313, "enc_loss_iou": 0.2906422245502472, "dn_loss_cls": 0.26422635078430173, "dn_loss_bbox": 0.017825536821037533, "dn_loss_iou": 0.18495915591716766, "d0.dn_loss_cls": 0.32111012876033784, "d0.dn_loss_bbox": 0.02647821690887213, "d0.dn_loss_iou": 0.24923600107431412, "d1.dn_loss_cls": 0.26402647376060484, "d1.dn_loss_bbox": 0.01775292543694377, "d1.dn_loss_iou": 0.1839278258383274, "time": 0.6757499217987061, "epoch": 445, "iter": 32906, "memory": 7298, "step": 32906}
- {"coco/bbox_mAP": 0.75, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.717, "coco/bbox_mAP_l": 0.851, "data_time": 0.02410557053305886, "time": 0.04149018634449352, "step": 445}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31037346363067625, "loss": 3.783846445083618, "loss_cls": 0.2789402195811272, "loss_bbox": 0.016986769139766694, "loss_iou": 0.18460964977741243, "d0.loss_cls": 0.3047415113449097, "d0.loss_bbox": 0.01918628767132759, "d0.loss_iou": 0.1960465270280838, "d1.loss_cls": 0.27952694028615954, "d1.loss_bbox": 0.016867300011217595, "d1.loss_iou": 0.182554928958416, "enc_loss_cls": 0.3751061367988586, "enc_loss_bbox": 0.03307017091661692, "enc_loss_iou": 0.2981769874691963, "dn_loss_cls": 0.2734805637598038, "dn_loss_bbox": 0.01831860516220331, "dn_loss_iou": 0.19352788031101226, "d0.dn_loss_cls": 0.33639968872070314, "d0.dn_loss_bbox": 0.02792984984815121, "d0.dn_loss_iou": 0.2674948900938034, "d1.dn_loss_cls": 0.2716285344958305, "d1.dn_loss_bbox": 0.018175526056438684, "d1.dn_loss_iou": 0.19107752561569213, "time": 0.6850254392623901, "epoch": 446, "iter": 32980, "memory": 7298, "step": 32980}
- {"coco/bbox_mAP": 0.749, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.885, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.717, "coco/bbox_mAP_l": 0.849, "data_time": 0.03114663470875133, "time": 0.05101290616122159, "step": 446}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3173200607299805, "loss": 3.700857377052307, "loss_cls": 0.2738243323564529, "loss_bbox": 0.017470824494957925, "loss_iou": 0.18377148658037185, "d0.loss_cls": 0.3016171029210091, "d0.loss_bbox": 0.01896712064743042, "d0.loss_iou": 0.193588485121727, "d1.loss_cls": 0.2738386008143425, "d1.loss_bbox": 0.018305065389722586, "d1.loss_iou": 0.18237948715686797, "enc_loss_cls": 0.3653346019983292, "enc_loss_bbox": 0.033133534975349904, "enc_loss_iou": 0.2946320950984955, "dn_loss_cls": 0.26709848403930664, "dn_loss_bbox": 0.018129087295383216, "dn_loss_iou": 0.18784857362508775, "d0.dn_loss_cls": 0.3229023993015289, "d0.dn_loss_bbox": 0.02675990905612707, "d0.dn_loss_iou": 0.2507461342215538, "d1.dn_loss_cls": 0.266246799826622, "d1.dn_loss_bbox": 0.018041014689952135, "d1.dn_loss_iou": 0.18622221887111665, "time": 0.7079497909545899, "epoch": 447, "iter": 33054, "memory": 7298, "step": 33054}
- {"coco/bbox_mAP": 0.751, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.886, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.719, "coco/bbox_mAP_l": 0.849, "data_time": 0.027616695924238724, "time": 0.05285748568448154, "step": 447}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3228690528869629, "loss": 3.7020025300979613, "loss_cls": 0.2728655478358269, "loss_bbox": 0.018653969559818507, "loss_iou": 0.18578053519129753, "d0.loss_cls": 0.29857880115509033, "d0.loss_bbox": 0.02069824090227485, "d0.loss_iou": 0.19481691002845763, "d1.loss_cls": 0.2730662402510643, "d1.loss_bbox": 0.01859694119542837, "d1.loss_iou": 0.18463378444314002, "enc_loss_cls": 0.3646121418476105, "enc_loss_bbox": 0.032435613721609115, "enc_loss_iou": 0.28843327730894086, "dn_loss_cls": 0.2677990320324898, "dn_loss_bbox": 0.017898356579244136, "dn_loss_iou": 0.18873393923044204, "d0.dn_loss_cls": 0.32214297235012057, "d0.dn_loss_bbox": 0.02696854069828987, "d0.dn_loss_iou": 0.2530187359452248, "d1.dn_loss_cls": 0.26716769754886627, "d1.dn_loss_bbox": 0.0178190204128623, "d1.dn_loss_iou": 0.187282195687294, "time": 0.73348051071167, "epoch": 448, "iter": 33128, "memory": 7298, "step": 33128}
- {"coco/bbox_mAP": 0.751, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.885, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.719, "coco/bbox_mAP_l": 0.849, "data_time": 0.024445945566350765, "time": 0.04608457738702947, "step": 448}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30497055053710936, "loss": 3.760047826766968, "loss_cls": 0.2789920061826706, "loss_bbox": 0.017201565876603125, "loss_iou": 0.18718566194176675, "d0.loss_cls": 0.30275199443101886, "d0.loss_bbox": 0.01914079364389181, "d0.loss_iou": 0.1984348738193512, "d1.loss_cls": 0.2790807709097862, "d1.loss_bbox": 0.017082973197102547, "d1.loss_iou": 0.1851821771264076, "enc_loss_cls": 0.3666596525907517, "enc_loss_bbox": 0.03252499110996723, "enc_loss_iou": 0.2980126950144768, "dn_loss_cls": 0.27102614104747774, "dn_loss_bbox": 0.018816166669130326, "dn_loss_iou": 0.19353146612644195, "d0.dn_loss_cls": 0.32617877900600434, "d0.dn_loss_bbox": 0.028307844661176206, "d0.dn_loss_iou": 0.2584968572854996, "d1.dn_loss_cls": 0.27099078565835955, "d1.dn_loss_bbox": 0.018711400739848612, "d1.dn_loss_iou": 0.191738258600235, "time": 0.693435525894165, "epoch": 449, "iter": 33202, "memory": 7298, "step": 33202}
- {"coco/bbox_mAP": 0.75, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.885, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.718, "coco/bbox_mAP_l": 0.849, "data_time": 0.025630170648748226, "time": 0.04379337484186346, "step": 449}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2942107391357422, "loss": 3.6820599126815794, "loss_cls": 0.27186536431312563, "loss_bbox": 0.017012858390808107, "loss_iou": 0.1847241513431072, "d0.loss_cls": 0.29004602283239367, "d0.loss_bbox": 0.018157936427742244, "d0.loss_iou": 0.1945052221417427, "d1.loss_cls": 0.2722802633047104, "d1.loss_bbox": 0.016910111643373967, "d1.loss_iou": 0.1827309376001358, "enc_loss_cls": 0.36018818855285645, "enc_loss_bbox": 0.030043030008673668, "enc_loss_iou": 0.27995099395513534, "dn_loss_cls": 0.26869975388050077, "dn_loss_bbox": 0.018196256794035436, "dn_loss_iou": 0.19148500382900238, "d0.dn_loss_cls": 0.3259004771709442, "d0.dn_loss_bbox": 0.0262236887216568, "d0.dn_loss_iou": 0.2571898525953293, "d1.dn_loss_cls": 0.2682334899902344, "d1.dn_loss_bbox": 0.018092386052012445, "d1.dn_loss_iou": 0.18962389826774598, "time": 0.6848392343521118, "epoch": 450, "iter": 33276, "memory": 7293, "step": 33276}
- {"coco/bbox_mAP": 0.75, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.886, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.718, "coco/bbox_mAP_l": 0.849, "data_time": 0.0216104117306796, "time": 0.04287245056845925, "step": 450}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31718198776245116, "loss": 3.6412692785263063, "loss_cls": 0.26856376498937606, "loss_bbox": 0.016320444438606502, "loss_iou": 0.17712656021118164, "d0.loss_cls": 0.295603863298893, "d0.loss_bbox": 0.018011190593242646, "d0.loss_iou": 0.18886650651693343, "d1.loss_cls": 0.269661882519722, "d1.loss_bbox": 0.01623755184933543, "d1.loss_iou": 0.17580211713910102, "enc_loss_cls": 0.372437339425087, "enc_loss_bbox": 0.03213363930583, "enc_loss_iou": 0.2872128623723984, "dn_loss_cls": 0.26360749065876005, "dn_loss_bbox": 0.01759773649275303, "dn_loss_iou": 0.18317459374666215, "d0.dn_loss_cls": 0.3210505950450897, "d0.dn_loss_bbox": 0.026716277189552783, "d0.dn_loss_iou": 0.2487053480744362, "d1.dn_loss_cls": 0.26301513880491256, "d1.dn_loss_bbox": 0.017522457856684923, "d1.dn_loss_iou": 0.1819019338488579, "time": 0.6880351829528809, "epoch": 451, "iter": 33350, "memory": 7298, "step": 33350}
- {"coco/bbox_mAP": 0.75, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.885, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.717, "coco/bbox_mAP_l": 0.849, "data_time": 0.029845129359852184, "time": 0.05040418017994274, "step": 451}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2901799201965332, "loss": 3.641584482192993, "loss_cls": 0.27448938399553297, "loss_bbox": 0.016005219910293817, "loss_iou": 0.17444005623459816, "d0.loss_cls": 0.2971199035644531, "d0.loss_bbox": 0.017507872488349677, "d0.loss_iou": 0.18431062489748, "d1.loss_cls": 0.27608238279819486, "d1.loss_bbox": 0.015903638694435358, "d1.loss_iou": 0.17309955939650534, "enc_loss_cls": 0.3681987875699997, "enc_loss_bbox": 0.0325372963026166, "enc_loss_iou": 0.289421629011631, "dn_loss_cls": 0.26339961737394335, "dn_loss_bbox": 0.017548305597156286, "dn_loss_iou": 0.18304329007863998, "d0.dn_loss_cls": 0.3212717586755753, "d0.dn_loss_bbox": 0.026598243936896325, "d0.dn_loss_iou": 0.24898141056299208, "d1.dn_loss_cls": 0.262751866877079, "d1.dn_loss_bbox": 0.01743428098037839, "d1.dn_loss_iou": 0.1814394077658653, "time": 0.6849911212921143, "epoch": 452, "iter": 33424, "memory": 7298, "step": 33424}
- {"coco/bbox_mAP": 0.75, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.886, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.718, "coco/bbox_mAP_l": 0.849, "data_time": 0.024950786070390182, "time": 0.04337302121249112, "step": 452}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3035240602493286, "loss": 3.710496201515198, "loss_cls": 0.2723943245410919, "loss_bbox": 0.01651244856417179, "loss_iou": 0.1797114470601082, "d0.loss_cls": 0.3048372596502304, "d0.loss_bbox": 0.018273446056991816, "d0.loss_iou": 0.19321270167827606, "d1.loss_cls": 0.27284642308950424, "d1.loss_bbox": 0.01643964134156704, "d1.loss_iou": 0.17841680645942687, "enc_loss_cls": 0.37760271728038786, "enc_loss_bbox": 0.03236618239432573, "enc_loss_iou": 0.29661785781383515, "dn_loss_cls": 0.2659214049577713, "dn_loss_bbox": 0.01758805716410279, "dn_loss_iou": 0.1856585219502449, "d0.dn_loss_cls": 0.32928691804409027, "d0.dn_loss_bbox": 0.027005460187792776, "d0.dn_loss_iou": 0.2579021155834198, "d1.dn_loss_cls": 0.265886532664299, "d1.dn_loss_bbox": 0.017517360020428897, "d1.dn_loss_iou": 0.184498530626297, "time": 0.6885357666015625, "epoch": 453, "iter": 33498, "memory": 7298, "step": 33498}
- {"coco/bbox_mAP": 0.752, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.886, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.723, "coco/bbox_mAP_l": 0.849, "data_time": 0.02572774887084961, "time": 0.044128071178089485, "step": 453}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29375638484954836, "loss": 3.7497347450256346, "loss_cls": 0.27215882927179336, "loss_bbox": 0.022393697462975978, "loss_iou": 0.18582773506641387, "d0.loss_cls": 0.3027011078596115, "d0.loss_bbox": 0.02424368929117918, "d0.loss_iou": 0.20018573790788652, "d1.loss_cls": 0.2735370945930481, "d1.loss_bbox": 0.02234146300703287, "d1.loss_iou": 0.18507995039224626, "enc_loss_cls": 0.3753536343574524, "enc_loss_bbox": 0.03573855802416801, "enc_loss_iou": 0.30342621624469757, "dn_loss_cls": 0.2654468974471092, "dn_loss_bbox": 0.018283428605645895, "dn_loss_iou": 0.18559238016605378, "d0.dn_loss_cls": 0.3262801015377045, "d0.dn_loss_bbox": 0.027590673118829727, "d0.dn_loss_iou": 0.254700086414814, "d1.dn_loss_cls": 0.26571239084005355, "d1.dn_loss_bbox": 0.018233963642269372, "d1.dn_loss_iou": 0.18490712851285934, "time": 0.6773343753814697, "epoch": 454, "iter": 33572, "memory": 7298, "step": 33572}
- {"coco/bbox_mAP": 0.752, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.885, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.723, "coco/bbox_mAP_l": 0.849, "data_time": 0.026357629082419655, "time": 0.045876871455799446, "step": 454}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2955160665512085, "loss": 3.581616997718811, "loss_cls": 0.2660477468371391, "loss_bbox": 0.016033666003495456, "loss_iou": 0.17265004336833953, "d0.loss_cls": 0.2870493605732918, "d0.loss_bbox": 0.017585535999387503, "d0.loss_iou": 0.18313564971089363, "d1.loss_cls": 0.26515510559082034, "d1.loss_bbox": 0.01594368662685156, "d1.loss_iou": 0.17102175056934357, "enc_loss_cls": 0.3621633368730545, "enc_loss_bbox": 0.033064584471285345, "enc_loss_iou": 0.28390275180339813, "dn_loss_cls": 0.2595802357792854, "dn_loss_bbox": 0.017101298123598098, "dn_loss_iou": 0.1790775427222252, "d0.dn_loss_cls": 0.32215459644794464, "d0.dn_loss_bbox": 0.02638639312237501, "d0.dn_loss_iou": 0.2503507941961288, "d1.dn_loss_cls": 0.2586095651984215, "d1.dn_loss_bbox": 0.01701823318377137, "d1.dn_loss_iou": 0.17758504509925843, "time": 0.6954869842529297, "epoch": 455, "iter": 33646, "memory": 7298, "step": 33646}
- {"coco/bbox_mAP": 0.753, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.886, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.723, "coco/bbox_mAP_l": 0.851, "data_time": 0.02611771496859464, "time": 0.044190710241144356, "step": 455}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.32038811683654783, "loss": 3.6979924774169923, "loss_cls": 0.27935843646526337, "loss_bbox": 0.016687707640230656, "loss_iou": 0.1786501058936119, "d0.loss_cls": 0.3041005250811577, "d0.loss_bbox": 0.01869118547067046, "d0.loss_iou": 0.1911408519744873, "d1.loss_cls": 0.2778709849715233, "d1.loss_bbox": 0.016608602199703455, "d1.loss_iou": 0.1775745217502117, "enc_loss_cls": 0.3799529027938843, "enc_loss_bbox": 0.033388433456420896, "enc_loss_iou": 0.2970941707491875, "dn_loss_cls": 0.2650248539447784, "dn_loss_bbox": 0.017768247202038765, "dn_loss_iou": 0.18311769306659698, "d0.dn_loss_cls": 0.32219077050685885, "d0.dn_loss_bbox": 0.02669370073825121, "d0.dn_loss_iou": 0.2488880968093872, "d1.dn_loss_cls": 0.2635969993472099, "d1.dn_loss_bbox": 0.017680759951472284, "d1.dn_loss_iou": 0.18191288501024247, "time": 0.7202820158004761, "epoch": 456, "iter": 33720, "memory": 7298, "step": 33720}
- {"coco/bbox_mAP": 0.752, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.886, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.723, "coco/bbox_mAP_l": 0.849, "data_time": 0.02521536566994407, "time": 0.04475530711087314, "step": 456}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30032660961151125, "loss": 3.645021414756775, "loss_cls": 0.2667406150698662, "loss_bbox": 0.016538638658821582, "loss_iou": 0.17859472081065178, "d0.loss_cls": 0.2922000995278358, "d0.loss_bbox": 0.017932545710355043, "d0.loss_iou": 0.18801307529211045, "d1.loss_cls": 0.26762501627206803, "d1.loss_bbox": 0.016485423073172568, "d1.loss_iou": 0.1776787208020687, "enc_loss_cls": 0.37805806994438174, "enc_loss_bbox": 0.030094837546348573, "enc_loss_iou": 0.2875784677267075, "dn_loss_cls": 0.2629894143342972, "dn_loss_bbox": 0.01789011316373944, "dn_loss_iou": 0.185511694252491, "d0.dn_loss_cls": 0.32086805522441864, "d0.dn_loss_bbox": 0.026056157015264033, "d0.dn_loss_iou": 0.24866679370403288, "d1.dn_loss_cls": 0.2629265755414963, "d1.dn_loss_bbox": 0.01784628864377737, "d1.dn_loss_iou": 0.18472608357667922, "time": 0.681722092628479, "epoch": 457, "iter": 33794, "memory": 7298, "step": 33794}
- {"coco/bbox_mAP": 0.753, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.886, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.723, "coco/bbox_mAP_l": 0.849, "data_time": 0.028654553673484108, "time": 0.050743970003995026, "step": 457}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30862602710723874, "loss": 3.713096799850464, "loss_cls": 0.273565211892128, "loss_bbox": 0.0170032562315464, "loss_iou": 0.1798459930717945, "d0.loss_cls": 0.300438352227211, "d0.loss_bbox": 0.01903322622179985, "d0.loss_iou": 0.19250697940587996, "d1.loss_cls": 0.2726074931025505, "d1.loss_bbox": 0.016921283528208732, "d1.loss_iou": 0.17877948075532912, "enc_loss_cls": 0.380979106426239, "enc_loss_bbox": 0.03265812665224075, "enc_loss_iou": 0.29937007009983063, "dn_loss_cls": 0.26695661842823026, "dn_loss_bbox": 0.01868299849331379, "dn_loss_iou": 0.18878840327262877, "d0.dn_loss_cls": 0.3231023091077805, "d0.dn_loss_bbox": 0.027330527156591414, "d0.dn_loss_iou": 0.2520961058139801, "d1.dn_loss_cls": 0.26631221860647203, "d1.dn_loss_bbox": 0.01859466888010502, "d1.dn_loss_iou": 0.18752442464232444, "time": 0.6856597757339478, "epoch": 458, "iter": 33868, "memory": 7298, "step": 33868}
- {"coco/bbox_mAP": 0.753, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.724, "coco/bbox_mAP_l": 0.849, "data_time": 0.029343713413585316, "time": 0.05211286111311479, "step": 458}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28144832611083986, "loss": 3.6133082818984987, "loss_cls": 0.2697295588254929, "loss_bbox": 0.017680461406707763, "loss_iou": 0.1782351802289486, "d0.loss_cls": 0.29229371637105944, "d0.loss_bbox": 0.018665961921215057, "d0.loss_iou": 0.1877695266902447, "d1.loss_cls": 0.2700919046998024, "d1.loss_bbox": 0.017600050121545793, "d1.loss_iou": 0.17671255975961686, "enc_loss_cls": 0.3604032605886459, "enc_loss_bbox": 0.0305427373573184, "enc_loss_iou": 0.27809698313474657, "dn_loss_cls": 0.2625792187452316, "dn_loss_bbox": 0.017378904726356267, "dn_loss_iou": 0.18459956616163253, "d0.dn_loss_cls": 0.31801714301109313, "d0.dn_loss_bbox": 0.02536665290594101, "d0.dn_loss_iou": 0.24503809720277786, "d1.dn_loss_cls": 0.26193631887435914, "d1.dn_loss_bbox": 0.017303952723741533, "d1.dn_loss_iou": 0.18326658993959427, "time": 0.6633906888961792, "epoch": 459, "iter": 33942, "memory": 7298, "step": 33942}
- {"coco/bbox_mAP": 0.753, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.724, "coco/bbox_mAP_l": 0.849, "data_time": 0.02865058725530451, "time": 0.04696980389681729, "step": 459}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2823579549789429, "loss": 3.6061790990829468, "loss_cls": 0.27045423567295074, "loss_bbox": 0.016203651018440724, "loss_iou": 0.17175941556692123, "d0.loss_cls": 0.30163471549749377, "d0.loss_bbox": 0.018381917104125022, "d0.loss_iou": 0.18319924741983415, "d1.loss_cls": 0.27695314586162567, "d1.loss_bbox": 0.01633561896160245, "d1.loss_iou": 0.17174352139234542, "enc_loss_cls": 0.3637822502851486, "enc_loss_bbox": 0.03148253407329321, "enc_loss_iou": 0.2790567392110825, "dn_loss_cls": 0.2602220630645752, "dn_loss_bbox": 0.017317843977361917, "dn_loss_iou": 0.17980860233306883, "d0.dn_loss_cls": 0.3190489208698273, "d0.dn_loss_bbox": 0.026193685866892337, "d0.dn_loss_iou": 0.246077022254467, "d1.dn_loss_cls": 0.2604549804329872, "d1.dn_loss_bbox": 0.017250295598059892, "d1.dn_loss_iou": 0.17881871104240418, "time": 0.683245234489441, "epoch": 460, "iter": 34016, "memory": 7298, "step": 34016}
- {"coco/bbox_mAP": 0.753, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.724, "coco/bbox_mAP_l": 0.849, "data_time": 0.023456486788662998, "time": 0.044204906983809036, "step": 460}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29097997188568114, "loss": 3.840513377189636, "loss_cls": 0.28994805812835694, "loss_bbox": 0.01995152659714222, "loss_iou": 0.18751885771751403, "d0.loss_cls": 0.31990622997283935, "d0.loss_bbox": 0.02068993914872408, "d0.loss_iou": 0.19864654719829558, "d1.loss_cls": 0.29551503509283067, "d1.loss_bbox": 0.018644779939204454, "d1.loss_iou": 0.18569302320480346, "enc_loss_cls": 0.3835981148481369, "enc_loss_bbox": 0.03920312665402889, "enc_loss_iou": 0.3069760626554489, "dn_loss_cls": 0.2703444516658783, "dn_loss_bbox": 0.019631720203906296, "dn_loss_iou": 0.19280294924974442, "d0.dn_loss_cls": 0.3254639363288879, "d0.dn_loss_bbox": 0.02859153177589178, "d0.dn_loss_iou": 0.2555035802721977, "d1.dn_loss_cls": 0.27087144315242767, "d1.dn_loss_bbox": 0.019546914659440518, "d1.dn_loss_iou": 0.19146555334329604, "time": 0.6744217348098754, "epoch": 461, "iter": 34090, "memory": 7298, "step": 34090}
- {"coco/bbox_mAP": 0.753, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.724, "coco/bbox_mAP_l": 0.849, "data_time": 0.026749199086969547, "time": 0.046111345291137695, "step": 461}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30442540645599364, "loss": 3.6526465797424317, "loss_cls": 0.2726137039065361, "loss_bbox": 0.016809304915368556, "loss_iou": 0.17431739673018457, "d0.loss_cls": 0.2999111235141754, "d0.loss_bbox": 0.018927824050188065, "d0.loss_iou": 0.1894158226251602, "d1.loss_cls": 0.2736924904584885, "d1.loss_bbox": 0.01679800743237138, "d1.loss_iou": 0.17327706813812255, "enc_loss_cls": 0.36397229850292206, "enc_loss_bbox": 0.031933376006782054, "enc_loss_iou": 0.2861957550048828, "dn_loss_cls": 0.2618714788556099, "dn_loss_bbox": 0.017872023060917855, "dn_loss_iou": 0.1828719213604927, "d0.dn_loss_cls": 0.326016491651535, "d0.dn_loss_bbox": 0.027571972869336606, "d0.dn_loss_iou": 0.25760335713624954, "d1.dn_loss_cls": 0.2614583924412727, "d1.dn_loss_bbox": 0.017803701870143414, "d1.dn_loss_iou": 0.18171309500932695, "time": 0.7147670269012452, "epoch": 462, "iter": 34164, "memory": 7298, "step": 34164}
- {"coco/bbox_mAP": 0.751, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.723, "coco/bbox_mAP_l": 0.849, "data_time": 0.02494634281505238, "time": 0.0434614745053378, "step": 462}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27963809013366697, "loss": 3.614008946418762, "loss_cls": 0.26949636757373807, "loss_bbox": 0.015961312279105185, "loss_iou": 0.17836989864706992, "d0.loss_cls": 0.29325450003147124, "d0.loss_bbox": 0.018622182626277208, "d0.loss_iou": 0.18862279430031775, "d1.loss_cls": 0.268474637567997, "d1.loss_bbox": 0.018497245889157056, "d1.loss_iou": 0.1778719761967659, "enc_loss_cls": 0.3602043879032135, "enc_loss_bbox": 0.031069429479539393, "enc_loss_iou": 0.27901245445013045, "dn_loss_cls": 0.26136298388242724, "dn_loss_bbox": 0.01712144859135151, "dn_loss_iou": 0.18260422095656395, "d0.dn_loss_cls": 0.3204397141933441, "d0.dn_loss_bbox": 0.025965554043650627, "d0.dn_loss_iou": 0.24872472941875456, "d1.dn_loss_cls": 0.2604380151629448, "d1.dn_loss_bbox": 0.017015456184744836, "d1.dn_loss_iou": 0.1808796565234661, "time": 0.6820408487319947, "epoch": 463, "iter": 34238, "memory": 7298, "step": 34238}
- {"coco/bbox_mAP": 0.751, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.723, "coco/bbox_mAP_l": 0.849, "data_time": 0.02639358693903143, "time": 0.047648494893854317, "step": 463}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.28813547611236573, "loss": 3.643080778121948, "loss_cls": 0.2682536244392395, "loss_bbox": 0.016282438896596432, "loss_iou": 0.17690478384494782, "d0.loss_cls": 0.29162131816148756, "d0.loss_bbox": 0.01796904595568776, "d0.loss_iou": 0.1880213040113449, "d1.loss_cls": 0.2694929686188698, "d1.loss_bbox": 0.016209111735224723, "d1.loss_iou": 0.17550019890069962, "enc_loss_cls": 0.3740947663784027, "enc_loss_bbox": 0.031954322494566444, "enc_loss_iou": 0.28979028582572935, "dn_loss_cls": 0.26208705514669417, "dn_loss_bbox": 0.01756390342488885, "dn_loss_iou": 0.18291398108005524, "d0.dn_loss_cls": 0.324409995675087, "d0.dn_loss_bbox": 0.02672675296664238, "d0.dn_loss_iou": 0.2528329548239708, "d1.dn_loss_cls": 0.26154921889305116, "d1.dn_loss_bbox": 0.01748723803088069, "d1.dn_loss_iou": 0.18141548484563827, "time": 0.6653029870986938, "epoch": 464, "iter": 34312, "memory": 7298, "step": 34312}
- {"coco/bbox_mAP": 0.754, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.725, "coco/bbox_mAP_l": 0.849, "data_time": 0.02543848211115057, "time": 0.04437056454745206, "step": 464}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3253070020675659, "loss": 3.73757875919342, "loss_cls": 0.26586755871772766, "loss_bbox": 0.020564430709928274, "loss_iou": 0.1877656899392605, "d0.loss_cls": 0.29333061575889585, "d0.loss_bbox": 0.02279235577210784, "d0.loss_iou": 0.20205769211053848, "d1.loss_cls": 0.26745285123586654, "d1.loss_bbox": 0.020933582354336976, "d1.loss_iou": 0.18683757305145263, "enc_loss_cls": 0.3725839114189148, "enc_loss_bbox": 0.038487933203578, "enc_loss_iou": 0.3026654678583145, "dn_loss_cls": 0.26362980097532274, "dn_loss_bbox": 0.018304836340248584, "dn_loss_iou": 0.18354637891054154, "d0.dn_loss_cls": 0.3313585740327835, "d0.dn_loss_bbox": 0.0297348602861166, "d0.dn_loss_iou": 0.26564206689596176, "d1.dn_loss_cls": 0.2631173160672188, "d1.dn_loss_bbox": 0.018232029341161252, "d1.dn_loss_iou": 0.18267331793904304, "time": 0.7339168548583984, "epoch": 465, "iter": 34386, "memory": 7298, "step": 34386}
- {"coco/bbox_mAP": 0.754, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.725, "coco/bbox_mAP_l": 0.849, "data_time": 0.02465148405595259, "time": 0.04121136665344238, "step": 465}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3018286514282227, "loss": 3.8357126331329345, "loss_cls": 0.2852363657951355, "loss_bbox": 0.018325296770781277, "loss_iou": 0.18287547469139098, "d0.loss_cls": 0.3113310453295708, "d0.loss_bbox": 0.020843176748603583, "d0.loss_iou": 0.19502791702747346, "d1.loss_cls": 0.2852285486459732, "d1.loss_bbox": 0.018675432689487934, "d1.loss_iou": 0.1813494622707367, "enc_loss_cls": 0.3932093346118927, "enc_loss_bbox": 0.03886965166777372, "enc_loss_iou": 0.3125167015194893, "dn_loss_cls": 0.27054577469825747, "dn_loss_bbox": 0.01902497548609972, "dn_loss_iou": 0.19065434247255325, "d0.dn_loss_cls": 0.3352188861370087, "d0.dn_loss_bbox": 0.02939606796950102, "d0.dn_loss_iou": 0.27016746520996093, "d1.dn_loss_cls": 0.2692476364970207, "d1.dn_loss_bbox": 0.01892129734158516, "d1.dn_loss_iou": 0.18904776990413666, "time": 0.6874835681915283, "epoch": 466, "iter": 34460, "memory": 7298, "step": 34460}
- {"coco/bbox_mAP": 0.754, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.724, "coco/bbox_mAP_l": 0.849, "data_time": 0.026779803362759678, "time": 0.04787334528836337, "step": 466}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2950872755050659, "loss": 3.688118453025818, "loss_cls": 0.27202840268611905, "loss_bbox": 0.01768384013324976, "loss_iou": 0.17712819769978524, "d0.loss_cls": 0.3062774527072907, "d0.loss_bbox": 0.019490198362618685, "d0.loss_iou": 0.1893836936354637, "d1.loss_cls": 0.2760923907160759, "d1.loss_bbox": 0.017339721713215114, "d1.loss_iou": 0.17523946657776832, "enc_loss_cls": 0.37476007640361786, "enc_loss_bbox": 0.033822019286453724, "enc_loss_iou": 0.2997212249040604, "dn_loss_cls": 0.26242364674806595, "dn_loss_bbox": 0.018384861443191767, "dn_loss_iou": 0.18286786049604417, "d0.dn_loss_cls": 0.32351345956325533, "d0.dn_loss_bbox": 0.027950301729142667, "d0.dn_loss_iou": 0.2519863486289978, "d1.dn_loss_cls": 0.2621976426243782, "d1.dn_loss_bbox": 0.018294545505195856, "d1.dn_loss_iou": 0.18153309673070908, "time": 0.6949048805236816, "epoch": 467, "iter": 34534, "memory": 7298, "step": 34534}
- {"coco/bbox_mAP": 0.753, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.723, "coco/bbox_mAP_l": 0.849, "data_time": 0.0247716253454035, "time": 0.04264272343028675, "step": 467}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3069713354110718, "loss": 3.778282742500305, "loss_cls": 0.27382052689790726, "loss_bbox": 0.0181550607457757, "loss_iou": 0.19044939309358597, "d0.loss_cls": 0.2991996183991432, "d0.loss_bbox": 0.020076952874660492, "d0.loss_iou": 0.20016807615756987, "d1.loss_cls": 0.274552763402462, "d1.loss_bbox": 0.017951597440987826, "d1.loss_iou": 0.18733220875263215, "enc_loss_cls": 0.3629067587852478, "enc_loss_bbox": 0.03284723877906799, "enc_loss_iou": 0.2969615697860718, "dn_loss_cls": 0.2733830836415291, "dn_loss_bbox": 0.019163622185587884, "dn_loss_iou": 0.19694704547524453, "d0.dn_loss_cls": 0.33274537801742554, "d0.dn_loss_bbox": 0.028046023026108743, "d0.dn_loss_iou": 0.2676886999607086, "d1.dn_loss_cls": 0.2725231692194939, "d1.dn_loss_bbox": 0.018998437710106373, "d1.dn_loss_iou": 0.19436548098921777, "time": 0.692343602180481, "epoch": 468, "iter": 34608, "memory": 7298, "step": 34608}
- {"coco/bbox_mAP": 0.753, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.724, "coco/bbox_mAP_l": 0.849, "data_time": 0.029001019217751244, "time": 0.04984474182128906, "step": 468}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3271496343612671, "loss": 3.658147497177124, "loss_cls": 0.26508796751499175, "loss_bbox": 0.01641186010092497, "loss_iou": 0.17831827759742735, "d0.loss_cls": 0.2938323628902435, "d0.loss_bbox": 0.018423719853162764, "d0.loss_iou": 0.19160109162330627, "d1.loss_cls": 0.2660541903972626, "d1.loss_bbox": 0.016342654954642058, "d1.loss_iou": 0.17708731025457383, "enc_loss_cls": 0.36702328145504, "enc_loss_bbox": 0.031926291286945345, "enc_loss_iou": 0.28740328818559646, "dn_loss_cls": 0.26476655215024947, "dn_loss_bbox": 0.017735333051532506, "dn_loss_iou": 0.1863445171713829, "d0.dn_loss_cls": 0.3273599946498871, "d0.dn_loss_bbox": 0.02709303140640259, "d0.dn_loss_iou": 0.25772138327360156, "d1.dn_loss_cls": 0.264682380259037, "d1.dn_loss_bbox": 0.017680117059499026, "d1.dn_loss_iou": 0.18525184750556944, "time": 0.7212606000900269, "epoch": 469, "iter": 34682, "memory": 7298, "step": 34682}
- {"coco/bbox_mAP": 0.754, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.725, "coco/bbox_mAP_l": 0.849, "data_time": 0.031073071739890358, "time": 0.05429816246032715, "step": 469}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27673359870910647, "loss": 3.7897433137893675, "loss_cls": 0.2770590591430664, "loss_bbox": 0.020116454064846037, "loss_iou": 0.19682447463274003, "d0.loss_cls": 0.3044504076242447, "d0.loss_bbox": 0.022109718434512614, "d0.loss_iou": 0.20633302867412567, "d1.loss_cls": 0.27704001784324644, "d1.loss_bbox": 0.020018255580216648, "d1.loss_iou": 0.19494789749383926, "enc_loss_cls": 0.37169895648956297, "enc_loss_bbox": 0.033794540390372274, "enc_loss_iou": 0.2897900661826134, "dn_loss_cls": 0.2687968209385872, "dn_loss_bbox": 0.018326328322291374, "dn_loss_iou": 0.1927392989397049, "d0.dn_loss_cls": 0.32914261043071746, "d0.dn_loss_bbox": 0.027655172497034072, "d0.dn_loss_iou": 0.2614169144630432, "d1.dn_loss_cls": 0.2683988705277443, "d1.dn_loss_bbox": 0.018224232532083988, "d1.dn_loss_iou": 0.19086020082235336, "time": 0.6556535053253174, "epoch": 470, "iter": 34756, "memory": 7298, "step": 34756}
- {"coco/bbox_mAP": 0.754, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.725, "coco/bbox_mAP_l": 0.85, "data_time": 0.023348873311823063, "time": 0.0415518500588157, "step": 470}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2929140281677246, "loss": 3.591526575088501, "loss_cls": 0.2672866380214691, "loss_bbox": 0.017221005987375974, "loss_iou": 0.17769476532936096, "d0.loss_cls": 0.28813933819532395, "d0.loss_bbox": 0.01863525565713644, "d0.loss_iou": 0.18545015305280685, "d1.loss_cls": 0.2654576152563095, "d1.loss_bbox": 0.017074852883815765, "d1.loss_iou": 0.17572609290480615, "enc_loss_cls": 0.36031274497509, "enc_loss_bbox": 0.03143182832747698, "enc_loss_iou": 0.2751304316520691, "dn_loss_cls": 0.2625294741988182, "dn_loss_bbox": 0.017684194780886172, "dn_loss_iou": 0.18267666324973106, "d0.dn_loss_cls": 0.3181762593984604, "d0.dn_loss_bbox": 0.026539532467722893, "d0.dn_loss_iou": 0.24537778735160828, "d1.dn_loss_cls": 0.26106004923582077, "d1.dn_loss_bbox": 0.017534157168120144, "d1.dn_loss_iou": 0.18038772583007812, "time": 0.6814665508270263, "epoch": 471, "iter": 34830, "memory": 7298, "step": 34830}
- {"coco/bbox_mAP": 0.751, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.72, "coco/bbox_mAP_l": 0.85, "data_time": 0.029254891655661842, "time": 0.04849811033769087, "step": 471}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31573262214660647, "loss": 3.672169442176819, "loss_cls": 0.267253298163414, "loss_bbox": 0.018344864025712015, "loss_iou": 0.18731897592544555, "d0.loss_cls": 0.28866334885358813, "d0.loss_bbox": 0.019868430122733115, "d0.loss_iou": 0.19489684998989104, "d1.loss_cls": 0.26632234394550325, "d1.loss_bbox": 0.018243185840547085, "d1.loss_iou": 0.1854017534852028, "enc_loss_cls": 0.36122679233551025, "enc_loss_bbox": 0.03326356522738934, "enc_loss_iou": 0.2940475216507912, "dn_loss_cls": 0.2663759422302246, "dn_loss_bbox": 0.01747853511944413, "dn_loss_iou": 0.1878219872713089, "d0.dn_loss_cls": 0.32156193017959595, "d0.dn_loss_bbox": 0.026071483828127386, "d0.dn_loss_iou": 0.24999545991420746, "d1.dn_loss_cls": 0.26499167531728746, "d1.dn_loss_bbox": 0.017365924641489984, "d1.dn_loss_iou": 0.18565557301044464, "time": 0.7210334062576294, "epoch": 472, "iter": 34904, "memory": 7298, "step": 34904}
- {"coco/bbox_mAP": 0.75, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.89, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.718, "coco/bbox_mAP_l": 0.85, "data_time": 0.027167125181718307, "time": 0.04613594575361772, "step": 472}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2932881307601929, "loss": 3.7429256868362426, "loss_cls": 0.2745821473002434, "loss_bbox": 0.02089304955676198, "loss_iou": 0.1941856899857521, "d0.loss_cls": 0.29256452739238736, "d0.loss_bbox": 0.02210481442511082, "d0.loss_iou": 0.20312733098864555, "d1.loss_cls": 0.2742534151673317, "d1.loss_bbox": 0.02203502718359232, "d1.loss_iou": 0.1922557471692562, "enc_loss_cls": 0.36721403896808624, "enc_loss_bbox": 0.034993442967534066, "enc_loss_iou": 0.29350893914699555, "dn_loss_cls": 0.2687804251909256, "dn_loss_bbox": 0.017709267660975456, "dn_loss_iou": 0.19188875824213028, "d0.dn_loss_cls": 0.3210625237226486, "d0.dn_loss_bbox": 0.02576017241925001, "d0.dn_loss_iou": 0.2515348118543625, "d1.dn_loss_cls": 0.2672050616145134, "d1.dn_loss_bbox": 0.01757938977330923, "d1.dn_loss_iou": 0.18968701481819153, "time": 0.6899315309524536, "epoch": 473, "iter": 34978, "memory": 7298, "step": 34978}
- {"coco/bbox_mAP": 0.751, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.719, "coco/bbox_mAP_l": 0.85, "data_time": 0.02602330121127042, "time": 0.04701352119445801, "step": 473}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3011073637008667, "loss": 3.6266904211044313, "loss_cls": 0.262714481651783, "loss_bbox": 0.017741087712347507, "loss_iou": 0.17966910675168038, "d0.loss_cls": 0.2883719378709793, "d0.loss_bbox": 0.01923208896070719, "d0.loss_iou": 0.18749207645654678, "d1.loss_cls": 0.26340284675359726, "d1.loss_bbox": 0.018955807331949473, "d1.loss_iou": 0.17775350466370582, "enc_loss_cls": 0.3659208977222443, "enc_loss_bbox": 0.03327949833124876, "enc_loss_iou": 0.2867639324069023, "dn_loss_cls": 0.2629628151655197, "dn_loss_bbox": 0.017551329266279937, "dn_loss_iou": 0.18398153215646743, "d0.dn_loss_cls": 0.3222801858186722, "d0.dn_loss_bbox": 0.02647348590195179, "d0.dn_loss_iou": 0.2506834602355957, "d1.dn_loss_cls": 0.2623000991344452, "d1.dn_loss_bbox": 0.01743068851530552, "d1.dn_loss_iou": 0.18172953099012376, "time": 0.6930325984954834, "epoch": 474, "iter": 35052, "memory": 7298, "step": 35052}
- {"coco/bbox_mAP": 0.751, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.72, "coco/bbox_mAP_l": 0.85, "data_time": 0.02716868573969061, "time": 0.049287904392589225, "step": 474}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3023954963684082, "loss": 3.6161751985549926, "loss_cls": 0.26485675036907197, "loss_bbox": 0.015537020526826381, "loss_iou": 0.17614796817302703, "d0.loss_cls": 0.2924458512663841, "d0.loss_bbox": 0.01745230171829462, "d0.loss_iou": 0.18832022890448571, "d1.loss_cls": 0.26449085742235184, "d1.loss_bbox": 0.015435895584523678, "d1.loss_iou": 0.17428308740258217, "enc_loss_cls": 0.3627850419282913, "enc_loss_bbox": 0.028408219292759895, "enc_loss_iou": 0.2777398288249969, "dn_loss_cls": 0.2628462094068527, "dn_loss_bbox": 0.016968729346990584, "dn_loss_iou": 0.18382617324590683, "d0.dn_loss_cls": 0.3277293705940247, "d0.dn_loss_bbox": 0.026123827509582042, "d0.dn_loss_iou": 0.2597682848572731, "d1.dn_loss_cls": 0.26202657401561735, "d1.dn_loss_bbox": 0.01687602184712887, "d1.dn_loss_iou": 0.18210693359375, "time": 0.7166004848480224, "epoch": 475, "iter": 35126, "memory": 7298, "step": 35126}
- {"coco/bbox_mAP": 0.75, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.891, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.718, "coco/bbox_mAP_l": 0.85, "data_time": 0.02846626801924272, "time": 0.05080777948552912, "step": 475}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3031453514099121, "loss": 3.6988905906677245, "loss_cls": 0.27080721110105516, "loss_bbox": 0.01691676801070571, "loss_iou": 0.1839698299765587, "d0.loss_cls": 0.2937645047903061, "d0.loss_bbox": 0.018615593798458577, "d0.loss_iou": 0.19421293199062348, "d1.loss_cls": 0.2718879207968712, "d1.loss_bbox": 0.016757986638695002, "d1.loss_iou": 0.18279799610376357, "enc_loss_cls": 0.37187390208244325, "enc_loss_bbox": 0.03206358302384615, "enc_loss_iou": 0.28780489206314086, "dn_loss_cls": 0.2666057905554771, "dn_loss_bbox": 0.017951623629778625, "dn_loss_iou": 0.1893831467628479, "d0.dn_loss_cls": 0.32581790566444396, "d0.dn_loss_bbox": 0.027231548093259336, "d0.dn_loss_iou": 0.2576672568917274, "d1.dn_loss_cls": 0.2662528508901596, "d1.dn_loss_bbox": 0.01789441514760256, "d1.dn_loss_iou": 0.18861289739608764, "time": 0.6758209943771363, "epoch": 476, "iter": 35200, "memory": 7298, "step": 35200}
- {"coco/bbox_mAP": 0.751, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.89, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.719, "coco/bbox_mAP_l": 0.85, "data_time": 0.027952129190618343, "time": 0.04903396693142978, "step": 476}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3147780418395996, "loss": 3.584342179298401, "loss_cls": 0.26917393326759337, "loss_bbox": 0.015810679513961076, "loss_iou": 0.17250788301229478, "d0.loss_cls": 0.2961682379245758, "d0.loss_bbox": 0.0170995332673192, "d0.loss_iou": 0.18031322255730628, "d1.loss_cls": 0.2691129493713379, "d1.loss_bbox": 0.01567100265994668, "d1.loss_iou": 0.17021096602082253, "enc_loss_cls": 0.3694014972448349, "enc_loss_bbox": 0.03106237221509218, "enc_loss_iou": 0.2840358713269234, "dn_loss_cls": 0.26164099693298337, "dn_loss_bbox": 0.016909813117235897, "dn_loss_iou": 0.1787634900212288, "d0.dn_loss_cls": 0.3175009381771088, "d0.dn_loss_bbox": 0.025447874814271926, "d0.dn_loss_iou": 0.2408221885561943, "d1.dn_loss_cls": 0.2597606185078621, "d1.dn_loss_bbox": 0.016763205528259276, "d1.dn_loss_iou": 0.1761648753285408, "time": 0.7202377891540528, "epoch": 477, "iter": 35274, "memory": 7298, "step": 35274}
- {"coco/bbox_mAP": 0.75, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.89, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.719, "coco/bbox_mAP_l": 0.85, "data_time": 0.025216861204667526, "time": 0.04525501077825373, "step": 477}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29740015029907224, "loss": 3.686347403526306, "loss_cls": 0.27435148507356644, "loss_bbox": 0.016362785641103984, "loss_iou": 0.17965467900037765, "d0.loss_cls": 0.3043378332257271, "d0.loss_bbox": 0.018486233465373515, "d0.loss_iou": 0.1924473935365677, "d1.loss_cls": 0.2757478675246239, "d1.loss_bbox": 0.016293770000338555, "d1.loss_iou": 0.17848223507404326, "enc_loss_cls": 0.3829050087928772, "enc_loss_bbox": 0.032894719019532205, "enc_loss_iou": 0.28968295842409136, "dn_loss_cls": 0.2638062459230423, "dn_loss_bbox": 0.017393113858997823, "dn_loss_iou": 0.18439806520938873, "d0.dn_loss_cls": 0.3212392485141754, "d0.dn_loss_bbox": 0.026357574313879015, "d0.dn_loss_iou": 0.24758931517601013, "d1.dn_loss_cls": 0.2632991653680801, "d1.dn_loss_bbox": 0.01733213063329458, "d1.dn_loss_iou": 0.18328561291098594, "time": 0.6954089498519898, "epoch": 478, "iter": 35348, "memory": 7298, "step": 35348}
- {"coco/bbox_mAP": 0.751, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.89, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.719, "coco/bbox_mAP_l": 0.849, "data_time": 0.025470560247247868, "time": 0.04205361279574307, "step": 478}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30242583274841306, "loss": 3.6372197341918944, "loss_cls": 0.2720098808407784, "loss_bbox": 0.01570380199700594, "loss_iou": 0.175146544277668, "d0.loss_cls": 0.3053651139140129, "d0.loss_bbox": 0.017284009680151938, "d0.loss_iou": 0.18461142629384994, "d1.loss_cls": 0.2767594590783119, "d1.loss_bbox": 0.01628134958446026, "d1.loss_iou": 0.17519451469182967, "enc_loss_cls": 0.37032555758953095, "enc_loss_bbox": 0.029129684045910834, "enc_loss_iou": 0.27493385791778563, "dn_loss_cls": 0.26379898488521575, "dn_loss_bbox": 0.01714523121714592, "dn_loss_iou": 0.18188950568437576, "d0.dn_loss_cls": 0.32447889029979704, "d0.dn_loss_bbox": 0.02564522620290518, "d0.dn_loss_iou": 0.24854479134082794, "d1.dn_loss_cls": 0.26502752751111985, "d1.dn_loss_bbox": 0.017082567382603882, "d1.dn_loss_iou": 0.18086179077625275, "time": 0.694957070350647, "epoch": 479, "iter": 35422, "memory": 7298, "step": 35422}
- {"coco/bbox_mAP": 0.75, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.89, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.717, "coco/bbox_mAP_l": 0.849, "data_time": 0.023332855918190697, "time": 0.04254778948697177, "step": 479}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29146116256713867, "loss": 3.762450861930847, "loss_cls": 0.27867655843496325, "loss_bbox": 0.018799648024141788, "loss_iou": 0.18315471172332765, "d0.loss_cls": 0.31530123084783557, "d0.loss_bbox": 0.02063062706962228, "d0.loss_iou": 0.19624367624521255, "d1.loss_cls": 0.2849684798717499, "d1.loss_bbox": 0.01869479548186064, "d1.loss_iou": 0.18145738944411277, "enc_loss_cls": 0.3861723929643631, "enc_loss_bbox": 0.03633243925869465, "enc_loss_iou": 0.30608167439699174, "dn_loss_cls": 0.2652294355630875, "dn_loss_bbox": 0.017914570402354002, "dn_loss_iou": 0.1836320388317108, "d0.dn_loss_cls": 0.32471662759780884, "d0.dn_loss_bbox": 0.027272460460662843, "d0.dn_loss_iou": 0.25162383377552033, "d1.dn_loss_cls": 0.2650374421477318, "d1.dn_loss_bbox": 0.017852901108562948, "d1.dn_loss_iou": 0.1826578789949417, "time": 0.6753293943405151, "epoch": 480, "iter": 35496, "memory": 7298, "step": 35496}
- {"coco/bbox_mAP": 0.751, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.89, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.719, "coco/bbox_mAP_l": 0.849, "data_time": 0.027121023698286575, "time": 0.046051437204534355, "step": 480}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.33864230632781983, "loss": 3.7143927097320555, "loss_cls": 0.2772714376449585, "loss_bbox": 0.016520232446491718, "loss_iou": 0.1801256002485752, "d0.loss_cls": 0.31128985196352005, "d0.loss_bbox": 0.018266430646181105, "d0.loss_iou": 0.19056681662797928, "d1.loss_cls": 0.2839624184370041, "d1.loss_bbox": 0.01647050753235817, "d1.loss_iou": 0.17941105157136916, "enc_loss_cls": 0.36898655593395235, "enc_loss_bbox": 0.03209829814732075, "enc_loss_iou": 0.284980928003788, "dn_loss_cls": 0.2671123594045639, "dn_loss_bbox": 0.01796807374805212, "dn_loss_iou": 0.18811209082603456, "d0.dn_loss_cls": 0.32629370093345644, "d0.dn_loss_bbox": 0.026742353327572344, "d0.dn_loss_iou": 0.2564505383372307, "d1.dn_loss_cls": 0.26734215527772903, "d1.dn_loss_bbox": 0.017867743857204913, "d1.dn_loss_iou": 0.18655351758003236, "time": 0.7368631505966187, "epoch": 481, "iter": 35570, "memory": 7298, "step": 35570}
- {"coco/bbox_mAP": 0.75, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.89, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.717, "coco/bbox_mAP_l": 0.85, "data_time": 0.028011343695900658, "time": 0.047643856568769974, "step": 481}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3021891307830811, "loss": 3.6936020278930664, "loss_cls": 0.2752030730247498, "loss_bbox": 0.017243314646184445, "loss_iou": 0.17875005766749383, "d0.loss_cls": 0.30504257351160047, "d0.loss_bbox": 0.019185624942183496, "d0.loss_iou": 0.19328581690788268, "d1.loss_cls": 0.2759471580386162, "d1.loss_bbox": 0.017146410476416348, "d1.loss_iou": 0.17748156413435937, "enc_loss_cls": 0.3710283082723618, "enc_loss_bbox": 0.032227433510124685, "enc_loss_iou": 0.2822230437397957, "dn_loss_cls": 0.2644600409269333, "dn_loss_bbox": 0.017866617441177367, "dn_loss_iou": 0.18383302569389343, "d0.dn_loss_cls": 0.3299137020111084, "d0.dn_loss_bbox": 0.028340381756424903, "d0.dn_loss_iou": 0.2606526854634285, "d1.dn_loss_cls": 0.26365207076072694, "d1.dn_loss_bbox": 0.017754049841314554, "d1.dn_loss_iou": 0.18236509650945665, "time": 0.6864008092880249, "epoch": 482, "iter": 35644, "memory": 7298, "step": 35644}
- {"coco/bbox_mAP": 0.75, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.89, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.717, "coco/bbox_mAP_l": 0.849, "data_time": 0.02678060531616211, "time": 0.04699969291687012, "step": 482}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3180677366256714, "loss": 3.5766611242294313, "loss_cls": 0.26504113495349885, "loss_bbox": 0.015900002121925355, "loss_iou": 0.1738540381193161, "d0.loss_cls": 0.2961324909329414, "d0.loss_bbox": 0.017527731973677872, "d0.loss_iou": 0.18544658944010733, "d1.loss_cls": 0.26617971807718277, "d1.loss_bbox": 0.015741577986627817, "d1.loss_iou": 0.1723405520617962, "enc_loss_cls": 0.36288799464702604, "enc_loss_bbox": 0.02925497967749834, "enc_loss_iou": 0.27316291600465775, "dn_loss_cls": 0.26098534315824506, "dn_loss_bbox": 0.01715218657627702, "dn_loss_iou": 0.1817391510307789, "d0.dn_loss_cls": 0.3173636531829834, "d0.dn_loss_bbox": 0.02514414705336094, "d0.dn_loss_iou": 0.24353085964918136, "d1.dn_loss_cls": 0.25990101754665373, "d1.dn_loss_bbox": 0.017067714296281337, "d1.dn_loss_iou": 0.1803073374927044, "time": 0.7159462785720825, "epoch": 483, "iter": 35718, "memory": 7298, "step": 35718}
- {"coco/bbox_mAP": 0.751, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.89, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.717, "coco/bbox_mAP_l": 0.853, "data_time": 0.025925506245006214, "time": 0.05199833349748091, "step": 483}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3080602502822876, "loss": 3.689931797981262, "loss_cls": 0.2766288045048714, "loss_bbox": 0.01823501979932189, "loss_iou": 0.17709553465247155, "d0.loss_cls": 0.30096966832876204, "d0.loss_bbox": 0.02051774403080344, "d0.loss_iou": 0.1931665498018265, "d1.loss_cls": 0.2781761562824249, "d1.loss_bbox": 0.018230193499475716, "d1.loss_iou": 0.17803737968206407, "enc_loss_cls": 0.3751577669382095, "enc_loss_bbox": 0.03356324899941683, "enc_loss_iou": 0.29126994758844377, "dn_loss_cls": 0.26279852479696275, "dn_loss_bbox": 0.017379877399653198, "dn_loss_iou": 0.1821702241897583, "d0.dn_loss_cls": 0.32449415445327756, "d0.dn_loss_bbox": 0.026651395596563817, "d0.dn_loss_iou": 0.2540065810084343, "d1.dn_loss_cls": 0.26298979252576826, "d1.dn_loss_bbox": 0.017317811306566, "d1.dn_loss_iou": 0.18107539117336274, "time": 0.7076940107345581, "epoch": 484, "iter": 35792, "memory": 7298, "step": 35792}
- {"coco/bbox_mAP": 0.752, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.89, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.719, "coco/bbox_mAP_l": 0.853, "data_time": 0.026457461443814365, "time": 0.047299645163796165, "step": 484}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2913155794143677, "loss": 3.584228549003601, "loss_cls": 0.26806322813034056, "loss_bbox": 0.015581802744418383, "loss_iou": 0.17408390134572982, "d0.loss_cls": 0.29530769020318987, "d0.loss_bbox": 0.017228836473077536, "d0.loss_iou": 0.1857244172692299, "d1.loss_cls": 0.2670839846134186, "d1.loss_bbox": 0.01551186017692089, "d1.loss_iou": 0.17278699085116386, "enc_loss_cls": 0.36255032658576963, "enc_loss_bbox": 0.029518204219639303, "enc_loss_iou": 0.27265881836414335, "dn_loss_cls": 0.2591218075156212, "dn_loss_bbox": 0.016666132248938082, "dn_loss_iou": 0.17952636063098906, "d0.dn_loss_cls": 0.3236347430944443, "d0.dn_loss_bbox": 0.02526506260037422, "d0.dn_loss_iou": 0.2503846588730812, "d1.dn_loss_cls": 0.25864997059106826, "d1.dn_loss_bbox": 0.016602584961801767, "d1.dn_loss_iou": 0.17827710807323455, "time": 0.6824786806106568, "epoch": 485, "iter": 35866, "memory": 7298, "step": 35866}
- {"coco/bbox_mAP": 0.752, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.89, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.719, "coco/bbox_mAP_l": 0.853, "data_time": 0.024015708403153854, "time": 0.0428692644292658, "step": 485}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29479891777038575, "loss": 3.6865266132354737, "loss_cls": 0.28109508991241455, "loss_bbox": 0.016458015460520982, "loss_iou": 0.1785719409584999, "d0.loss_cls": 0.30495553761720656, "d0.loss_bbox": 0.019182978942990304, "d0.loss_iou": 0.19096132934093477, "d1.loss_cls": 0.28292444080114365, "d1.loss_bbox": 0.01640357669442892, "d1.loss_iou": 0.17769063726067544, "enc_loss_cls": 0.3742951595783234, "enc_loss_bbox": 0.032248235903680325, "enc_loss_iou": 0.29000468909740446, "dn_loss_cls": 0.2627781608700752, "dn_loss_bbox": 0.017650059927254914, "dn_loss_iou": 0.18367161542177202, "d0.dn_loss_cls": 0.3202229344844818, "d0.dn_loss_bbox": 0.026043398454785347, "d0.dn_loss_iou": 0.2483128362894058, "d1.dn_loss_cls": 0.26271272540092466, "d1.dn_loss_bbox": 0.017593008689582346, "d1.dn_loss_iou": 0.18275025218725205, "time": 0.6757368803024292, "epoch": 486, "iter": 35940, "memory": 7298, "step": 35940}
- {"coco/bbox_mAP": 0.755, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.918, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.724, "coco/bbox_mAP_l": 0.853, "data_time": 0.0248055024580522, "time": 0.046246918764981354, "step": 486}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.33376901149749755, "loss": 3.7262179470062256, "loss_cls": 0.27813018202781675, "loss_bbox": 0.016784287691116333, "loss_iou": 0.18507829889655114, "d0.loss_cls": 0.2982150837779045, "d0.loss_bbox": 0.01852360423654318, "d0.loss_iou": 0.1954144825041294, "d1.loss_cls": 0.27826713502407074, "d1.loss_bbox": 0.016672460678964853, "d1.loss_iou": 0.18405729860067369, "enc_loss_cls": 0.3740483093261719, "enc_loss_bbox": 0.03213349804282188, "enc_loss_iou": 0.2977997016906738, "dn_loss_cls": 0.2667704653739929, "dn_loss_bbox": 0.017934993356466294, "dn_loss_iou": 0.1887170623242855, "d0.dn_loss_cls": 0.32472558557987213, "d0.dn_loss_bbox": 0.026983148343861105, "d0.dn_loss_iou": 0.25324398338794707, "d1.dn_loss_cls": 0.26686825722455976, "d1.dn_loss_bbox": 0.017887576855719088, "d1.dn_loss_iou": 0.187962609231472, "time": 0.7204058837890625, "epoch": 487, "iter": 36014, "memory": 7298, "step": 36014}
- {"coco/bbox_mAP": 0.756, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.918, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.723, "coco/bbox_mAP_l": 0.855, "data_time": 0.02969837188720703, "time": 0.05089961398731579, "step": 487}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.32047815799713136, "loss": 3.6029852485656737, "loss_cls": 0.2677973183989525, "loss_bbox": 0.016467349044978617, "loss_iou": 0.1765354724228382, "d0.loss_cls": 0.28766722172498704, "d0.loss_bbox": 0.018006252031773327, "d0.loss_iou": 0.184884515106678, "d1.loss_cls": 0.2654017341136932, "d1.loss_bbox": 0.01632828863337636, "d1.loss_iou": 0.17390263855457305, "enc_loss_cls": 0.3634935176372528, "enc_loss_bbox": 0.03110758226364851, "enc_loss_iou": 0.2784128785133362, "dn_loss_cls": 0.2657711791992188, "dn_loss_bbox": 0.017525755297392608, "dn_loss_iou": 0.18442967623472215, "d0.dn_loss_cls": 0.3207914865016937, "d0.dn_loss_bbox": 0.026235321611166, "d0.dn_loss_iou": 0.2459425339102745, "d1.dn_loss_cls": 0.2633979657292366, "d1.dn_loss_bbox": 0.017374604288488627, "d1.dn_loss_iou": 0.18151199012994768, "time": 0.7249122285842895, "epoch": 488, "iter": 36088, "memory": 7298, "step": 36088}
- {"coco/bbox_mAP": 0.756, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.918, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.724, "coco/bbox_mAP_l": 0.856, "data_time": 0.027381051670421253, "time": 0.045176029205322266, "step": 488}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29757964611053467, "loss": 3.656188349723816, "loss_cls": 0.27223004460334776, "loss_bbox": 0.017039922401309013, "loss_iou": 0.1799246482551098, "d0.loss_cls": 0.30085453689098357, "d0.loss_bbox": 0.01826952286064625, "d0.loss_iou": 0.18843161463737487, "d1.loss_cls": 0.27348154872655867, "d1.loss_bbox": 0.016969750337302685, "d1.loss_iou": 0.17894743293523788, "enc_loss_cls": 0.370522820353508, "enc_loss_bbox": 0.03107336677610874, "enc_loss_iou": 0.28177150249481203, "dn_loss_cls": 0.2635699573159218, "dn_loss_bbox": 0.017928112130612135, "dn_loss_iou": 0.1851276285946369, "d0.dn_loss_cls": 0.31975852489471435, "d0.dn_loss_bbox": 0.026351935639977456, "d0.dn_loss_iou": 0.24811578840017318, "d1.dn_loss_cls": 0.2638145112991333, "d1.dn_loss_bbox": 0.017851994633674623, "d1.dn_loss_iou": 0.18415318071842193, "time": 0.6856639814376831, "epoch": 489, "iter": 36162, "memory": 7298, "step": 36162}
- {"coco/bbox_mAP": 0.756, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.918, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.724, "coco/bbox_mAP_l": 0.855, "data_time": 0.02958577329462225, "time": 0.05179240486838601, "step": 489}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.33157288551330566, "loss": 3.64937096118927, "loss_cls": 0.27214647591114044, "loss_bbox": 0.016563958711922167, "loss_iou": 0.17857604384422301, "d0.loss_cls": 0.29299975037574766, "d0.loss_bbox": 0.01810902250930667, "d0.loss_iou": 0.19068581581115723, "d1.loss_cls": 0.27180141091346743, "d1.loss_bbox": 0.016438524406403303, "d1.loss_iou": 0.17720421329140662, "enc_loss_cls": 0.3634371119737625, "enc_loss_bbox": 0.032634886018931865, "enc_loss_iou": 0.28818765372037886, "dn_loss_cls": 0.2641372600197792, "dn_loss_bbox": 0.017158019114285706, "dn_loss_iou": 0.18472876518964768, "d0.dn_loss_cls": 0.3233157557249069, "d0.dn_loss_bbox": 0.025752360559999944, "d0.dn_loss_iou": 0.25205938905477526, "d1.dn_loss_cls": 0.26309324979782106, "d1.dn_loss_bbox": 0.017070026975125073, "d1.dn_loss_iou": 0.18327129065990447, "time": 0.7206385040283203, "epoch": 490, "iter": 36236, "memory": 7298, "step": 36236}
- {"coco/bbox_mAP": 0.756, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.918, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.724, "coco/bbox_mAP_l": 0.855, "data_time": 0.027593656019731003, "time": 0.04854434186762029, "step": 490}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.33381224632263184, "loss": 3.620985355377197, "loss_cls": 0.27003445029258727, "loss_bbox": 0.016060741301625967, "loss_iou": 0.17677848920226097, "d0.loss_cls": 0.2850257807970047, "d0.loss_bbox": 0.0173876042291522, "d0.loss_iou": 0.18571922406554223, "d1.loss_cls": 0.27152522534132006, "d1.loss_bbox": 0.01597606625407934, "d1.loss_iou": 0.1753610120713711, "enc_loss_cls": 0.3662266731262207, "enc_loss_bbox": 0.03184751965105534, "enc_loss_iou": 0.2891694787144661, "dn_loss_cls": 0.2636046269536018, "dn_loss_bbox": 0.017170030064880847, "dn_loss_iou": 0.18381229504942895, "d0.dn_loss_cls": 0.31945671439170836, "d0.dn_loss_bbox": 0.0255250708386302, "d0.dn_loss_iou": 0.2475895032286644, "d1.dn_loss_cls": 0.2631882870197296, "d1.dn_loss_bbox": 0.017076415289193392, "d1.dn_loss_iou": 0.18245013162493706, "time": 0.7338862562179566, "epoch": 491, "iter": 36310, "memory": 7298, "step": 36310}
- {"coco/bbox_mAP": 0.756, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.918, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.722, "coco/bbox_mAP_l": 0.861, "data_time": 0.02604887702248313, "time": 0.044157461686567825, "step": 491}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.309644455909729, "loss": 3.702002363204956, "loss_cls": 0.2712457901239395, "loss_bbox": 0.017077474351972342, "loss_iou": 0.18191823482513428, "d0.loss_cls": 0.29832482725381854, "d0.loss_bbox": 0.018756954092532398, "d0.loss_iou": 0.19433889478445054, "d1.loss_cls": 0.2735171318054199, "d1.loss_bbox": 0.01697895012795925, "d1.loss_iou": 0.18054625540971755, "enc_loss_cls": 0.3711527502536774, "enc_loss_bbox": 0.03304983362555504, "enc_loss_iou": 0.2927758952975273, "dn_loss_cls": 0.2658311182260513, "dn_loss_bbox": 0.01817449528723955, "dn_loss_iou": 0.18746296674013138, "d0.dn_loss_cls": 0.32605199575424193, "d0.dn_loss_bbox": 0.02724485170096159, "d0.dn_loss_iou": 0.25842350035905837, "d1.dn_loss_cls": 0.26515730649232866, "d1.dn_loss_bbox": 0.018065648935735226, "d1.dn_loss_iou": 0.18590750828385352, "time": 0.6894829559326172, "epoch": 492, "iter": 36384, "memory": 7298, "step": 36384}
- {"coco/bbox_mAP": 0.754, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.918, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.722, "coco/bbox_mAP_l": 0.855, "data_time": 0.032609050924127754, "time": 0.054678613489324394, "step": 492}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.27876986026763917, "loss": 3.6538704586029054, "loss_cls": 0.2690204185247421, "loss_bbox": 0.016246561165899037, "loss_iou": 0.18036761075258256, "d0.loss_cls": 0.2997312819957733, "d0.loss_bbox": 0.01805708760395646, "d0.loss_iou": 0.18951842069625854, "d1.loss_cls": 0.2705380195379257, "d1.loss_bbox": 0.01610744621604681, "d1.loss_iou": 0.178257100880146, "enc_loss_cls": 0.36508159458637235, "enc_loss_bbox": 0.030888034477829934, "enc_loss_iou": 0.2814258888363838, "dn_loss_cls": 0.26461987346410754, "dn_loss_bbox": 0.01749683566391468, "dn_loss_iou": 0.18727680981159212, "d0.dn_loss_cls": 0.3233168601989746, "d0.dn_loss_bbox": 0.02663293331861496, "d0.dn_loss_iou": 0.2537576469779015, "d1.dn_loss_cls": 0.2632845786213875, "d1.dn_loss_bbox": 0.0173469396494329, "d1.dn_loss_iou": 0.18489855408668518, "time": 0.6650504922866821, "epoch": 493, "iter": 36458, "memory": 7298, "step": 36458}
- {"coco/bbox_mAP": 0.756, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.918, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.724, "coco/bbox_mAP_l": 0.855, "data_time": 0.026468992233276367, "time": 0.04371539029208096, "step": 493}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.29554348468780517, "loss": 3.5222789096832274, "loss_cls": 0.26508804351091386, "loss_bbox": 0.016029790826141834, "loss_iou": 0.17001336336135864, "d0.loss_cls": 0.2873242202401161, "d0.loss_bbox": 0.017535390295088292, "d0.loss_iou": 0.1790284140408039, "d1.loss_cls": 0.2627549475431442, "d1.loss_bbox": 0.01588577317073941, "d1.loss_iou": 0.16784357249736787, "enc_loss_cls": 0.35671333014965056, "enc_loss_bbox": 0.030596413016319275, "enc_loss_iou": 0.27339150220155717, "dn_loss_cls": 0.25863635033369065, "dn_loss_bbox": 0.017626416478306053, "dn_loss_iou": 0.17791896656155587, "d0.dn_loss_cls": 0.31319766998291015, "d0.dn_loss_bbox": 0.02553936216980219, "d0.dn_loss_iou": 0.23676374524831773, "d1.dn_loss_cls": 0.2573945614695549, "d1.dn_loss_bbox": 0.017471209987998008, "d1.dn_loss_iou": 0.1755258820950985, "time": 0.6844260740280151, "epoch": 494, "iter": 36532, "memory": 7298, "step": 36532}
- {"coco/bbox_mAP": 0.756, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.918, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.722, "coco/bbox_mAP_l": 0.862, "data_time": 0.0269441387870095, "time": 0.04460521177812056, "step": 494}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.297133674621582, "loss": 3.786468048095703, "loss_cls": 0.27575606942176817, "loss_bbox": 0.019319436699151992, "loss_iou": 0.19263612538576125, "d0.loss_cls": 0.29344238340854645, "d0.loss_bbox": 0.020984715260565282, "d0.loss_iou": 0.19669937580823899, "d1.loss_cls": 0.27433263391256335, "d1.loss_bbox": 0.019876555297523735, "d1.loss_iou": 0.18886730089783668, "enc_loss_cls": 0.37180540144443514, "enc_loss_bbox": 0.035878950543701646, "enc_loss_iou": 0.3090346819162369, "dn_loss_cls": 0.2729096904397011, "dn_loss_bbox": 0.01828499510884285, "dn_loss_iou": 0.19644481271505357, "d0.dn_loss_cls": 0.32934259533882143, "d0.dn_loss_bbox": 0.02712651252746582, "d0.dn_loss_iou": 0.2628292289376259, "d1.dn_loss_cls": 0.2702072611451149, "d1.dn_loss_bbox": 0.01807921314612031, "d1.dn_loss_iou": 0.19261011123657226, "time": 0.6781870269775391, "epoch": 495, "iter": 36606, "memory": 7298, "step": 36606}
- {"coco/bbox_mAP": 0.756, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.918, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.722, "coco/bbox_mAP_l": 0.861, "data_time": 0.025074351917613636, "time": 0.041630094701593574, "step": 495}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2988585901260376, "loss": 3.6467922592163085, "loss_cls": 0.2670399060845375, "loss_bbox": 0.01680718136951327, "loss_iou": 0.17952622920274736, "d0.loss_cls": 0.29460407853126525, "d0.loss_bbox": 0.018634828962385653, "d0.loss_iou": 0.19075908064842223, "d1.loss_cls": 0.2707428193092346, "d1.loss_bbox": 0.016708002835512163, "d1.loss_iou": 0.17822232097387314, "enc_loss_cls": 0.3587556624412537, "enc_loss_bbox": 0.03231519237160683, "enc_loss_iou": 0.2855752110481262, "dn_loss_cls": 0.26209968894720076, "dn_loss_bbox": 0.017853944059461356, "dn_loss_iou": 0.18576057821512224, "d0.dn_loss_cls": 0.3248440647125244, "d0.dn_loss_bbox": 0.02745079580694437, "d0.dn_loss_iou": 0.2547908553481102, "d1.dn_loss_cls": 0.2621141842007637, "d1.dn_loss_bbox": 0.01777539176866412, "d1.dn_loss_iou": 0.18441226512193679, "time": 0.6844450187683105, "epoch": 496, "iter": 36680, "memory": 7298, "step": 36680}
- {"coco/bbox_mAP": 0.756, "coco/bbox_mAP_50": 0.925, "coco/bbox_mAP_75": 0.918, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.722, "coco/bbox_mAP_l": 0.861, "data_time": 0.028029810298572887, "time": 0.04838910969820889, "step": 496}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.30282968997955323, "loss": 3.5096458292007444, "loss_cls": 0.2593758150935173, "loss_bbox": 0.015460537802428008, "loss_iou": 0.16855100259184838, "d0.loss_cls": 0.285835020840168, "d0.loss_bbox": 0.016795467901974916, "d0.loss_iou": 0.17750754833221435, "d1.loss_cls": 0.2613199889659882, "d1.loss_bbox": 0.015407129433006048, "d1.loss_iou": 0.16785297602415084, "enc_loss_cls": 0.35804713547229766, "enc_loss_bbox": 0.029274701084941627, "enc_loss_iou": 0.270612099468708, "dn_loss_cls": 0.257669991850853, "dn_loss_bbox": 0.016589373461902143, "dn_loss_iou": 0.1751016429066658, "d0.dn_loss_cls": 0.3184674733877182, "d0.dn_loss_bbox": 0.02544632464647293, "d0.dn_loss_iou": 0.2420182192325592, "d1.dn_loss_cls": 0.2575159567594528, "d1.dn_loss_bbox": 0.016525189206004143, "d1.dn_loss_iou": 0.17427220329642296, "time": 0.7004568433761597, "epoch": 497, "iter": 36754, "memory": 7298, "step": 36754}
- {"coco/bbox_mAP": 0.758, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.917, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.724, "coco/bbox_mAP_l": 0.861, "data_time": 0.029031341726129704, "time": 0.04870976101268421, "step": 497}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.2961727285385132, "loss": 3.621628375053406, "loss_cls": 0.2672423204779625, "loss_bbox": 0.01750308247283101, "loss_iou": 0.17629209831357, "d0.loss_cls": 0.2940602865815163, "d0.loss_bbox": 0.019109294563531876, "d0.loss_iou": 0.18804842323064805, "d1.loss_cls": 0.26632573574781415, "d1.loss_bbox": 0.017380937188863754, "d1.loss_iou": 0.1745952309668064, "enc_loss_cls": 0.3629215860366821, "enc_loss_bbox": 0.03229811165481806, "enc_loss_iou": 0.2852704155445099, "dn_loss_cls": 0.2614753773808479, "dn_loss_bbox": 0.017536974363029003, "dn_loss_iou": 0.18326910793781281, "d0.dn_loss_cls": 0.32184470772743223, "d0.dn_loss_bbox": 0.02660524908453226, "d0.dn_loss_iou": 0.25075636446475985, "d1.dn_loss_cls": 0.2602363616228104, "d1.dn_loss_bbox": 0.017416039109230043, "d1.dn_loss_iou": 0.18144069403409957, "time": 0.6915488910675048, "epoch": 498, "iter": 36828, "memory": 7298, "step": 36828}
- {"coco/bbox_mAP": 0.756, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.918, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.722, "coco/bbox_mAP_l": 0.861, "data_time": 0.02707880193536932, "time": 0.04602692343971946, "step": 498}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.3345444631576538, "loss": 3.6393710803985595, "loss_cls": 0.2701906603574753, "loss_bbox": 0.01671873001381755, "loss_iou": 0.18145040139555932, "d0.loss_cls": 0.2959471824765205, "d0.loss_bbox": 0.018387312330305577, "d0.loss_iou": 0.19275501489639282, "d1.loss_cls": 0.27104277551174166, "d1.loss_bbox": 0.016637291740626097, "d1.loss_iou": 0.18005402982234955, "enc_loss_cls": 0.3646776562929153, "enc_loss_bbox": 0.03270089708268643, "enc_loss_iou": 0.2812867033481598, "dn_loss_cls": 0.26371443659067156, "dn_loss_bbox": 0.017767587620764972, "dn_loss_iou": 0.1844761760532856, "d0.dn_loss_cls": 0.3174315929412842, "d0.dn_loss_bbox": 0.025786785893142223, "d0.dn_loss_iou": 0.24445555746555328, "d1.dn_loss_cls": 0.26317434847354887, "d1.dn_loss_bbox": 0.01768497733399272, "d1.dn_loss_iou": 0.18303102359175683, "time": 0.7194926071166993, "epoch": 499, "iter": 36902, "memory": 7298, "step": 36902}
- {"coco/bbox_mAP": 0.758, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.918, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.724, "coco/bbox_mAP_l": 0.861, "data_time": 0.029504689303311436, "time": 0.05046038194136186, "step": 499}
- {"base_lr": 0.00039999999999999465, "lr": 3.9999999999999936e-05, "data_time": 0.31884565830230716, "loss": 3.6342712116241453, "loss_cls": 0.2701256504654884, "loss_bbox": 0.016990554258227347, "loss_iou": 0.18001172602176665, "d0.loss_cls": 0.29299909561872484, "d0.loss_bbox": 0.019897355660796166, "d0.loss_iou": 0.18920173585414887, "d1.loss_cls": 0.2688084909319878, "d1.loss_bbox": 0.018554492592811583, "d1.loss_iou": 0.17936093479394913, "enc_loss_cls": 0.3639196300506592, "enc_loss_bbox": 0.03117548942565918, "enc_loss_iou": 0.2816800162196159, "dn_loss_cls": 0.2626307639479637, "dn_loss_bbox": 0.017304150797426702, "dn_loss_iou": 0.18156388968229295, "d0.dn_loss_cls": 0.32381544828414915, "d0.dn_loss_bbox": 0.026355481892824172, "d0.dn_loss_iou": 0.25021339625120165, "d1.dn_loss_cls": 0.26234344244003294, "d1.dn_loss_bbox": 0.017216546200215815, "d1.dn_loss_iou": 0.18010294646024705, "time": 0.6962928438186645, "epoch": 500, "iter": 36976, "memory": 7298, "step": 36976}
- {"coco/bbox_mAP": 0.756, "coco/bbox_mAP_50": 0.924, "coco/bbox_mAP_75": 0.918, "coco/bbox_mAP_s": -1.0, "coco/bbox_mAP_m": 0.722, "coco/bbox_mAP_l": 0.861, "data_time": 0.02639358693903143, "time": 0.04776779088107022, "step": 500}
|