Skip to content

Instantly share code, notes, and snippets.

@Yuxin-CV
Last active June 1, 2021 14:24
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
Star You must be signed in to star a gist
Save Yuxin-CV/d5f7720a5868563619ddd64d61760e2f to your computer and use it in GitHub Desktop.
YOLOS-Base @ COCO val
{"train_lr": 2.4999999999997524e-05, "train_class_error": 62.12745769298336, "train_loss": 2.818944936109528, "train_loss_bbox": 0.7218607918111297, "train_loss_ce": 0.8822432657237403, "train_loss_giou": 1.2148408791914242, "train_cardinality_error_unscaled": 10.106621128094144, "train_class_error_unscaled": 62.12745769298336, "train_loss_bbox_unscaled": 0.14437215835920258, "train_loss_ce_unscaled": 0.8822432657237403, "train_loss_giou_unscaled": 0.6074204395957121, "test_class_error": 41.316311795043944, "test_loss": 2.366806725502014, "test_loss_bbox": 0.5450266806602478, "test_loss_ce": 0.692864907169342, "test_loss_giou": 1.128915145301819, "test_cardinality_error_unscaled": 14.9562, "test_class_error_unscaled": 41.316311795043944, "test_loss_bbox_unscaled": 0.10900533590316773, "test_loss_ce_unscaled": 0.692864907169342, "test_loss_giou_unscaled": 0.5644575726509095, "test_coco_eval_bbox": [0.06381132312998035, 0.15346610609478803, 0.04428455599772321, 0.011383617797112234, 0.04139738868703425, 0.13089983141006759, 0.11005740175607752, 0.20069541215313508, 0.2296059810344527, 0.03136604298807576, 0.19603620612646133, 0.4658031776589217], "epoch": 0, "n_parameters": 127798368}
{"train_lr": 2.4999999999997524e-05, "train_class_error": 41.779610579155396, "train_loss": 2.149640872181631, "train_loss_bbox": 0.519553016379917, "train_loss_ce": 0.6185406262092076, "train_loss_giou": 1.0115472285766556, "train_cardinality_error_unscaled": 11.589408900311104, "train_class_error_unscaled": 41.779610579155396, "train_loss_bbox_unscaled": 0.10391060332103155, "train_loss_ce_unscaled": 0.6185406262092076, "train_loss_giou_unscaled": 0.5057736142883278, "test_class_error": 37.53628582000732, "test_loss": 2.06413538646698, "test_loss_bbox": 0.46512736611366273, "test_loss_ce": 0.5972084774017334, "test_loss_giou": 1.0017995444297791, "test_cardinality_error_unscaled": 11.875, "test_class_error_unscaled": 37.53628582000732, "test_loss_bbox_unscaled": 0.0930254732131958, "test_loss_ce_unscaled": 0.5972084774017334, "test_loss_giou_unscaled": 0.5008997722148896, "test_coco_eval_bbox": [0.09964122824937431, 0.22369512410075829, 0.07872670653125599, 0.019305065576225404, 0.08496836254217456, 0.20002801143880736, 0.14563439512745086, 0.2533631256905353, 0.280618379845349, 0.04864294217795772, 0.26862999616286787, 0.5545795002949955], "epoch": 1, "n_parameters": 127798368}
{"train_lr": 2.4997269509270198e-05, "train_class_error": 36.03284364015602, "train_loss": 1.9719899440148712, "train_loss_bbox": 0.4697468360336985, "train_loss_ce": 0.5558882311337229, "train_loss_giou": 0.946354876488677, "train_cardinality_error_unscaled": 11.06208575679697, "train_class_error_unscaled": 36.03284364015602, "train_loss_bbox_unscaled": 0.09394936719837506, "train_loss_ce_unscaled": 0.5558882311337229, "train_loss_giou_unscaled": 0.4731774382443385, "test_class_error": 28.9837213973999, "test_loss": 1.964499838256836, "test_loss_bbox": 0.4467182812690735, "test_loss_ce": 0.5518722657680512, "test_loss_giou": 0.9659092917919159, "test_cardinality_error_unscaled": 13.0644, "test_class_error_unscaled": 28.9837213973999, "test_loss_bbox_unscaled": 0.08934365609884262, "test_loss_ce_unscaled": 0.5518722657680512, "test_loss_giou_unscaled": 0.48295464589595793, "test_coco_eval_bbox": [0.13969711775537222, 0.29460981614530646, 0.11708421456796761, 0.02623163841450771, 0.12048293934564398, 0.27165994792827963, 0.16495538360265724, 0.281072115848702, 0.30880062406717856, 0.06347764996693174, 0.31630010200866865, 0.5709294048971297], "epoch": 2, "n_parameters": 127798368}
{"train_lr": 2.4989079234723723e-05, "train_class_error": 33.00879067412317, "train_loss": 1.870466214232172, "train_loss_bbox": 0.4431902650644456, "train_loss_ce": 0.5190771783694643, "train_loss_giou": 0.9081987708879552, "train_cardinality_error_unscaled": 10.405561003652103, "train_class_error_unscaled": 33.00879067412317, "train_loss_bbox_unscaled": 0.08863805303213787, "train_loss_ce_unscaled": 0.5190771783694643, "train_loss_giou_unscaled": 0.4540993854439776, "test_class_error": 31.400922317504882, "test_loss": 1.922153740310669, "test_loss_bbox": 0.4239590959787369, "test_loss_ce": 0.5363695251226425, "test_loss_giou": 0.961825110578537, "test_cardinality_error_unscaled": 10.9472, "test_class_error_unscaled": 31.400922317504882, "test_loss_bbox_unscaled": 0.08479181919693947, "test_loss_ce_unscaled": 0.5363695251226425, "test_loss_giou_unscaled": 0.4809125552892685, "test_coco_eval_bbox": [0.15545534641947184, 0.3185982696715189, 0.13575057612051755, 0.02851856115119214, 0.13648381408688853, 0.3025029659188699, 0.1768114033543969, 0.29480272468312196, 0.3237128053705128, 0.07112881483944929, 0.31850420830309206, 0.6041828967892294], "epoch": 3, "n_parameters": 127798368}
{"train_lr": 2.4975432768929427e-05, "train_class_error": 30.93748764589935, "train_loss": 1.7926170550952918, "train_loss_bbox": 0.42329925816190206, "train_loss_ce": 0.4899942772849703, "train_loss_giou": 0.8793235199104444, "train_cardinality_error_unscaled": 9.843678141485189, "train_class_error_unscaled": 30.93748764589935, "train_loss_bbox_unscaled": 0.0846598516357565, "train_loss_ce_unscaled": 0.4899942772849703, "train_loss_giou_unscaled": 0.4396617599552222, "test_class_error": 28.175433134460448, "test_loss": 1.8188286142349244, "test_loss_bbox": 0.3956294771194458, "test_loss_ce": 0.5153876513719559, "test_loss_giou": 0.9078114831924439, "test_cardinality_error_unscaled": 11.1086, "test_class_error_unscaled": 28.175433134460448, "test_loss_bbox_unscaled": 0.07912589547634125, "test_loss_ce_unscaled": 0.5153876513719559, "test_loss_giou_unscaled": 0.45390574159622193, "test_coco_eval_bbox": [0.17491815640914227, 0.34401423546928517, 0.1610438050652251, 0.03910752865358139, 0.15516461336954634, 0.3362668359732814, 0.1910527879717158, 0.31661256691898815, 0.3457985297807004, 0.08715289305826614, 0.3502659647873452, 0.6396750352688898], "epoch": 4, "n_parameters": 127798368}
{"train_lr": 2.4956336097665418e-05, "train_class_error": 29.173485271246687, "train_loss": 1.7342348704758281, "train_loss_bbox": 0.4083934245107301, "train_loss_ce": 0.4668911786337522, "train_loss_giou": 0.8589502672461877, "train_cardinality_error_unscaled": 9.349883335587718, "train_class_error_unscaled": 29.173485271246687, "train_loss_bbox_unscaled": 0.08167868490038238, "train_loss_ce_unscaled": 0.4668911786337522, "train_loss_giou_unscaled": 0.42947513362309386, "test_class_error": 26.88405669784546, "test_loss": 1.7879152183532714, "test_loss_bbox": 0.3933384912967682, "test_loss_ce": 0.4933924150466919, "test_loss_giou": 0.9011843079090118, "test_cardinality_error_unscaled": 10.593, "test_class_error_unscaled": 26.88405669784546, "test_loss_bbox_unscaled": 0.0786676981985569, "test_loss_ce_unscaled": 0.4933924150466919, "test_loss_giou_unscaled": 0.4505921539545059, "test_coco_eval_bbox": [0.19433318814116315, 0.37580994779790095, 0.17915067968386575, 0.039953964694215235, 0.1756973141732301, 0.3691402507771428, 0.20264868075293413, 0.32938042928789524, 0.35839316083508144, 0.09039074726522721, 0.3696187824448521, 0.6544922918131312], "epoch": 5, "n_parameters": 127798368}
{"train_lr": 2.493179759733088e-05, "train_class_error": 28.062489298414544, "train_loss": 1.6854364899309984, "train_loss_bbox": 0.39510901088073164, "train_loss_ce": 0.45023967972788426, "train_loss_giou": 0.8400877988477142, "train_cardinality_error_unscaled": 9.020593804950629, "train_class_error_unscaled": 28.062489298414544, "train_loss_bbox_unscaled": 0.07902180217206478, "train_loss_ce_unscaled": 0.45023967972788426, "train_loss_giou_unscaled": 0.4200438994238571, "test_class_error": 29.276972259521486, "test_loss": 1.73859482755661, "test_loss_bbox": 0.37620969922542574, "test_loss_ce": 0.4924215855836868, "test_loss_giou": 0.8699635418891907, "test_cardinality_error_unscaled": 8.6842, "test_class_error_unscaled": 29.276972259521486, "test_loss_bbox_unscaled": 0.07524193979501724, "test_loss_ce_unscaled": 0.4924215855836868, "test_loss_giou_unscaled": 0.43498177094459534, "test_coco_eval_bbox": [0.20839999022975395, 0.3972886475319593, 0.19357572404668322, 0.04581041222448023, 0.19840052221705937, 0.3940945034217489, 0.21642013930501036, 0.34851247915351324, 0.37979685670511093, 0.10109644873344699, 0.3974746141292169, 0.6783681405394705], "epoch": 6, "n_parameters": 127798368}
{"train_lr": 2.4901828031369573e-05, "train_class_error": 27.08097064628921, "train_loss": 1.6440510665807642, "train_loss_bbox": 0.3830845144110088, "train_loss_ce": 0.43574394340552947, "train_loss_giou": 0.8252226087395351, "train_cardinality_error_unscaled": 8.71916847017449, "train_class_error_unscaled": 27.08097064628921, "train_loss_bbox_unscaled": 0.07661690287887607, "train_loss_ce_unscaled": 0.43574394340552947, "train_loss_giou_unscaled": 0.41261130436976756, "test_class_error": 26.202773986816407, "test_loss": 1.701777818107605, "test_loss_bbox": 0.3660270856142044, "test_loss_ce": 0.47267210295200346, "test_loss_giou": 0.8630786306381225, "test_cardinality_error_unscaled": 9.7548, "test_class_error_unscaled": 26.202773986816407, "test_loss_bbox_unscaled": 0.07320541716814041, "test_loss_ce_unscaled": 0.47267210295200346, "test_loss_giou_unscaled": 0.43153931531906126, "test_coco_eval_bbox": [0.21958140380459257, 0.41303582707959613, 0.20751413594287232, 0.04916966124971996, 0.21081884454483438, 0.411966815852872, 0.21773108200940666, 0.3522933068491497, 0.38473616903274094, 0.10563120294816705, 0.40145934373619524, 0.6852005409288995], "epoch": 7, "n_parameters": 127798368}
{"train_lr": 2.486644054539016e-05, "train_class_error": 26.438671035146125, "train_loss": 1.6154208035264594, "train_loss_bbox": 0.3749568500163896, "train_loss_ce": 0.42682018331214877, "train_loss_giou": 0.8136437702074951, "train_cardinality_error_unscaled": 8.459979034221561, "train_class_error_unscaled": 26.438671035146125, "train_loss_bbox_unscaled": 0.0749913700024213, "train_loss_ce_unscaled": 0.42682018331214877, "train_loss_giou_unscaled": 0.40682188510374756, "test_class_error": 26.182416716766358, "test_loss": 1.7157796809196473, "test_loss_bbox": 0.3707560266494751, "test_loss_ce": 0.4681178522825241, "test_loss_giou": 0.876905800485611, "test_cardinality_error_unscaled": 8.6382, "test_class_error_unscaled": 26.182416716766358, "test_loss_bbox_unscaled": 0.07415120536088944, "test_loss_ce_unscaled": 0.4681178522825241, "test_loss_giou_unscaled": 0.4384529002428055, "test_coco_eval_bbox": [0.22101255075313295, 0.41579691248796447, 0.20741282845061923, 0.0447163105789666, 0.20342539061204518, 0.4303491355027602, 0.21508969290969204, 0.34568072581761006, 0.3749509426186948, 0.11003489732766232, 0.38653662036739406, 0.6652862935332519], "epoch": 8, "n_parameters": 127798368}
{"train_lr": 2.482565066153047e-05, "train_class_error": 25.76148069744969, "train_loss": 1.588249405992381, "train_loss_bbox": 0.368965801378153, "train_loss_ce": 0.41614574902480195, "train_loss_giou": 0.8031378557592385, "train_cardinality_error_unscaled": 8.16907040443663, "train_class_error_unscaled": 25.76148069744969, "train_loss_bbox_unscaled": 0.07379316024071073, "train_loss_ce_unscaled": 0.41614574902480195, "train_loss_giou_unscaled": 0.40156892787961923, "test_class_error": 26.433648204040527, "test_loss": 1.6655820090293885, "test_loss_bbox": 0.35654325647354124, "test_loss_ce": 0.46968329617977145, "test_loss_giou": 0.8393554610252381, "test_cardinality_error_unscaled": 9.4702, "test_class_error_unscaled": 26.433648204040527, "test_loss_bbox_unscaled": 0.07130865141749382, "test_loss_ce_unscaled": 0.46968329617977145, "test_loss_giou_unscaled": 0.41967773051261903, "test_coco_eval_bbox": [0.23358439493053781, 0.4253327127258861, 0.22747134132131377, 0.054780876463320846, 0.22600918242607346, 0.43957318531027745, 0.22598531221679508, 0.36327325642241803, 0.3962145683493834, 0.11831859849412618, 0.41273036390625106, 0.7044972959753107], "epoch": 9, "n_parameters": 127798368}
{"train_lr": 2.477947627156785e-05, "train_class_error": 25.3602266353247, "train_loss": 1.5651478682821407, "train_loss_bbox": 0.3628522060870979, "train_loss_ce": 0.4095733506887462, "train_loss_giou": 0.792722312023292, "train_cardinality_error_unscaled": 8.056032733666981, "train_class_error_unscaled": 25.3602266353247, "train_loss_bbox_unscaled": 0.07257044122724553, "train_loss_ce_unscaled": 0.4095733506887462, "train_loss_giou_unscaled": 0.396361156011646, "test_class_error": 24.11693370361328, "test_loss": 1.6611449677467347, "test_loss_bbox": 0.3566003321170807, "test_loss_ce": 0.46268580327034, "test_loss_giou": 0.8418588345050811, "test_cardinality_error_unscaled": 10.4282, "test_class_error_unscaled": 24.11693370361328, "test_loss_bbox_unscaled": 0.07132006647586822, "test_loss_ce_unscaled": 0.46268580327034, "test_loss_giou_unscaled": 0.42092941725254057, "test_coco_eval_bbox": [0.24115386424430643, 0.43886319044617916, 0.23383508645545148, 0.059437501917944266, 0.2398213486916584, 0.4377999163257283, 0.2304876003169521, 0.36960845405096504, 0.40192581924787857, 0.12010939424339798, 0.4220171106886502, 0.7002019586743523], "epoch": 10, "n_parameters": 127798368}
{"train_lr": 2.4727937629139602e-05, "train_class_error": 24.890841604552957, "train_loss": 1.5408070993555685, "train_loss_bbox": 0.35626823946694536, "train_loss_ce": 0.4017604793307666, "train_loss_giou": 0.7827783806535963, "train_cardinality_error_unscaled": 7.925385499797105, "train_class_error_unscaled": 24.890841604552957, "train_loss_bbox_unscaled": 0.07125364788076652, "train_loss_ce_unscaled": 0.4017604793307666, "train_loss_giou_unscaled": 0.39138919032679814, "test_class_error": 25.138384783935546, "test_loss": 1.6564519209861754, "test_loss_bbox": 0.35543094296455385, "test_loss_ce": 0.45442623059749604, "test_loss_giou": 0.8465947481632232, "test_cardinality_error_unscaled": 8.9004, "test_class_error_unscaled": 25.138384783935546, "test_loss_bbox_unscaled": 0.07108618860840797, "test_loss_ce_unscaled": 0.45442623059749604, "test_loss_giou_unscaled": 0.4232973740816116, "test_coco_eval_bbox": [0.24105087723374083, 0.4411296618083678, 0.22911646321067727, 0.05589648342127392, 0.23351998821652462, 0.4462741577015135, 0.23345000014079414, 0.366560976711385, 0.39899425240275255, 0.12010649755630233, 0.4183933089694887, 0.6968521700777376], "epoch": 11, "n_parameters": 127798368}
{"train_lr": 2.4671057340773997e-05, "train_class_error": 24.30190963366511, "train_loss": 1.5209269832810126, "train_loss_bbox": 0.351673257857033, "train_loss_ce": 0.39288893755161036, "train_loss_giou": 0.7763647878355849, "train_cardinality_error_unscaled": 7.7670346949817395, "train_class_error_unscaled": 24.30190963366511, "train_loss_bbox_unscaled": 0.07033465155480328, "train_loss_ce_unscaled": 0.39288893755161036, "train_loss_giou_unscaled": 0.38818239391779247, "test_class_error": 26.18092756576538, "test_loss": 1.6079224500656129, "test_loss_bbox": 0.34219637269973757, "test_loss_ce": 0.45008907043933866, "test_loss_giou": 0.8156370068073273, "test_cardinality_error_unscaled": 7.634, "test_class_error_unscaled": 26.18092756576538, "test_loss_bbox_unscaled": 0.06843927445411682, "test_loss_ce_unscaled": 0.45008907043933866, "test_loss_giou_unscaled": 0.40781850340366366, "test_coco_eval_bbox": [0.24950053854884802, 0.4518080093850052, 0.23946967909316424, 0.07299895669937714, 0.24605266564103637, 0.45125953245081624, 0.23634744879192504, 0.37879412785820316, 0.41213359967722185, 0.14203111644622382, 0.4337308381058543, 0.7008081066725054], "epoch": 12, "n_parameters": 127798368}
{"train_lr": 2.4608860356046835e-05, "train_class_error": 23.84715469093457, "train_loss": 1.503301652144083, "train_loss_bbox": 0.3474830659795449, "train_loss_ce": 0.3867261382612218, "train_loss_giou": 0.7690924479116305, "train_cardinality_error_unscaled": 7.665663465440281, "train_class_error_unscaled": 23.84715469093457, "train_loss_bbox_unscaled": 0.06949661320220767, "train_loss_ce_unscaled": 0.3867261382612218, "train_loss_giou_unscaled": 0.3845462239558152, "test_class_error": 26.54643229751587, "test_loss": 1.5951363550186157, "test_loss_bbox": 0.3351787269592285, "test_loss_ce": 0.45091006145477297, "test_loss_giou": 0.8090475653171539, "test_cardinality_error_unscaled": 7.4856, "test_class_error_unscaled": 26.54643229751587, "test_loss_bbox_unscaled": 0.06703574531674385, "test_loss_ce_unscaled": 0.45091006145477297, "test_loss_giou_unscaled": 0.40452378265857697, "test_coco_eval_bbox": [0.2630637256279917, 0.46325472880497265, 0.2585912575524215, 0.07515029584959407, 0.25963449217986984, 0.4766481514400096, 0.24746869034367303, 0.3928118603636283, 0.429455583941956, 0.13330673332060175, 0.4571271027004137, 0.7376969111476587], "epoch": 13, "n_parameters": 127798368}
{"train_lr": 2.4541373956632402e-05, "train_class_error": 23.74575382570251, "train_loss": 1.488727271835004, "train_loss_bbox": 0.3424741325535391, "train_loss_ce": 0.3836500929686434, "train_loss_giou": 0.7626030455469021, "train_cardinality_error_unscaled": 7.552431353983498, "train_class_error_unscaled": 23.74575382570251, "train_loss_bbox_unscaled": 0.06849482648974582, "train_loss_ce_unscaled": 0.3836500929686434, "train_loss_giou_unscaled": 0.38130152277345103, "test_class_error": 24.178042655944825, "test_loss": 1.6023498643875123, "test_loss_bbox": 0.34013278245925904, "test_loss_ce": 0.4414786888360977, "test_loss_giou": 0.820738393163681, "test_cardinality_error_unscaled": 8.6264, "test_class_error_unscaled": 24.178042655944825, "test_loss_bbox_unscaled": 0.06802655649185181, "test_loss_ce_unscaled": 0.4414786888360977, "test_loss_giou_unscaled": 0.4103691965818405, "test_coco_eval_bbox": [0.2601755520640529, 0.4612926715612077, 0.2521370604771418, 0.06793953886962484, 0.26164930773753176, 0.47628369144615224, 0.2463641060892647, 0.3873320615344163, 0.418955419732342, 0.13226251125273897, 0.44359822338459376, 0.7227809410445354], "epoch": 14, "n_parameters": 127798368}
{"train_lr": 2.446862774428158e-05, "train_class_error": 23.249564964071784, "train_loss": 1.4666252585220414, "train_loss_bbox": 0.3371138408231861, "train_loss_ce": 0.3767686305822341, "train_loss_giou": 0.7527427866170101, "train_cardinality_error_unscaled": 7.4639016637359665, "train_class_error_unscaled": 23.249564964071784, "train_loss_bbox_unscaled": 0.06742276819683607, "train_loss_ce_unscaled": 0.3767686305822341, "train_loss_giou_unscaled": 0.37637139330850505, "test_class_error": 24.837264965057372, "test_loss": 1.5761732363700867, "test_loss_bbox": 0.3317762932538986, "test_loss_ce": 0.4368946847200394, "test_loss_giou": 0.807502260017395, "test_cardinality_error_unscaled": 7.7524, "test_class_error_unscaled": 24.837264965057372, "test_loss_bbox_unscaled": 0.06635525871515274, "test_loss_ce_unscaled": 0.4368946847200394, "test_loss_giou_unscaled": 0.4037511300086975, "test_coco_eval_bbox": [0.2646423495695789, 0.46729910297758387, 0.2583605164026159, 0.06871558174189404, 0.26216020407108004, 0.47584648804629764, 0.2474676563266077, 0.38660404387811764, 0.4150748708199493, 0.13717044616187304, 0.44507926208532406, 0.7062421967820595], "epoch": 15, "n_parameters": 127798368}
{"train_lr": 2.4390653627873812e-05, "train_class_error": 23.09922263520054, "train_loss": 1.455009239628643, "train_loss_bbox": 0.334321064173361, "train_loss_ce": 0.3738079913976884, "train_loss_giou": 0.7468801835383305, "train_cardinality_error_unscaled": 7.347516231570404, "train_class_error_unscaled": 23.09922263520054, "train_loss_bbox_unscaled": 0.06686421283683894, "train_loss_ce_unscaled": 0.3738079913976884, "train_loss_giou_unscaled": 0.37344009176916526, "test_class_error": 24.53544846572876, "test_loss": 1.5600424279212952, "test_loss_bbox": 0.3293585447072983, "test_loss_ce": 0.43760481534004214, "test_loss_giou": 0.7930790689468383, "test_cardinality_error_unscaled": 7.8544, "test_class_error_unscaled": 24.53544846572876, "test_loss_bbox_unscaled": 0.06587170896530152, "test_loss_ce_unscaled": 0.43760481534004214, "test_loss_giou_unscaled": 0.39653953447341916, "test_coco_eval_bbox": [0.26810090938035047, 0.4694162945238756, 0.2607234769946483, 0.07402637829406078, 0.27309880170860307, 0.473995352899432, 0.25044416061993585, 0.3950447017915566, 0.42456594587301105, 0.13424082516727512, 0.4501116617748028, 0.7287376825034123], "epoch": 16, "n_parameters": 127798368}
{"train_lr": 2.4307485809453032e-05, "train_class_error": 22.67677876895454, "train_loss": 1.4394600032232263, "train_loss_bbox": 0.33115650809486, "train_loss_ce": 0.3675026865163333, "train_loss_giou": 0.7408008086662017, "train_cardinality_error_unscaled": 7.336847355606655, "train_class_error_unscaled": 22.67677876895454, "train_loss_bbox_unscaled": 0.0662313016218694, "train_loss_ce_unscaled": 0.3675026865163333, "train_loss_giou_unscaled": 0.37040040433310084, "test_class_error": 24.217912298583986, "test_loss": 1.5549898730278016, "test_loss_bbox": 0.3309707735776901, "test_loss_ce": 0.42961694866418837, "test_loss_giou": 0.7944021519184112, "test_cardinality_error_unscaled": 7.0454, "test_class_error_unscaled": 24.217912298583986, "test_loss_bbox_unscaled": 0.06619415467977524, "test_loss_ce_unscaled": 0.42961694866418837, "test_loss_giou_unscaled": 0.3972010759592056, "test_coco_eval_bbox": [0.2727612959883203, 0.4807340078338993, 0.2672206371376888, 0.07666663036155866, 0.27750329589794215, 0.48100532986184996, 0.2522626533782143, 0.39759809484870456, 0.4255472487458735, 0.14636830784415994, 0.4561134293093948, 0.7133578568712451], "epoch": 17, "n_parameters": 127798368}
{"train_lr": 2.4219160769168943e-05, "train_class_error": 22.337354581152557, "train_loss": 1.4315194053416418, "train_loss_bbox": 0.3288299957416013, "train_loss_ce": 0.3637368279758296, "train_loss_giou": 0.7389525820865338, "train_cardinality_error_unscaled": 7.192944339239822, "train_class_error_unscaled": 22.337354581152557, "train_loss_bbox_unscaled": 0.06576599914708572, "train_loss_ce_unscaled": 0.3637368279758296, "train_loss_giou_unscaled": 0.3694762910432669, "test_class_error": 24.893437338256835, "test_loss": 1.557651668548584, "test_loss_bbox": 0.32718643476963044, "test_loss_ce": 0.4400014716029167, "test_loss_giou": 0.7904637641429901, "test_cardinality_error_unscaled": 6.8234, "test_class_error_unscaled": 24.893437338256835, "test_loss_bbox_unscaled": 0.06543728703260422, "test_loss_ce_unscaled": 0.4400014716029167, "test_loss_giou_unscaled": 0.39523188207149507, "test_coco_eval_bbox": [0.2744920345366523, 0.48291753187500097, 0.26988502932509945, 0.07566038985292796, 0.28213387915091936, 0.48965205567161385, 0.2539628559594599, 0.40108789973044656, 0.4313594251538717, 0.14528269566831015, 0.4611609219458683, 0.7295461360210257], "epoch": 18, "n_parameters": 127798368}
{"train_lr": 2.4125717249305115e-05, "train_class_error": 22.197745026520458, "train_loss": 1.4143764456255614, "train_loss_bbox": 0.32291809504330926, "train_loss_ce": 0.36010003990892925, "train_loss_giou": 0.7313583107219487, "train_cardinality_error_unscaled": 7.1614534018666305, "train_class_error_unscaled": 22.197745026520458, "train_loss_bbox_unscaled": 0.06458361901420469, "train_loss_ce_unscaled": 0.36010003990892925, "train_loss_giou_unscaled": 0.36567915536097434, "test_class_error": 24.254528907775878, "test_loss": 1.5399483733177186, "test_loss_bbox": 0.3230379023551941, "test_loss_ce": 0.4326705508470535, "test_loss_giou": 0.784239917254448, "test_cardinality_error_unscaled": 7.6778, "test_class_error_unscaled": 24.254528907775878, "test_loss_bbox_unscaled": 0.06460758048892021, "test_loss_ce_unscaled": 0.4326705508470535, "test_loss_giou_unscaled": 0.392119958627224, "test_coco_eval_bbox": [0.2812011818805579, 0.4908723899692908, 0.2797104693066234, 0.07964908940827457, 0.2894854141558625, 0.4969582641352494, 0.25454384818350495, 0.40371816902799323, 0.437457483067259, 0.15022319584581043, 0.4685643781738234, 0.7384089375286095], "epoch": 19, "n_parameters": 127798368}
{"train_lr": 2.402719623728231e-05, "train_class_error": 21.98544418336122, "train_loss": 1.4075150146514044, "train_loss_bbox": 0.32232433549649625, "train_loss_ce": 0.35752837961076295, "train_loss_giou": 0.7276623001934129, "train_cardinality_error_unscaled": 7.145534627350196, "train_class_error_unscaled": 21.98544418336122, "train_loss_bbox_unscaled": 0.0644648671024234, "train_loss_ce_unscaled": 0.35752837961076295, "train_loss_giou_unscaled": 0.36383115009670647, "test_class_error": 23.842344914245604, "test_loss": 1.5390611994743346, "test_loss_bbox": 0.3233880207061768, "test_loss_ce": 0.43226086612939835, "test_loss_giou": 0.7834123122692108, "test_cardinality_error_unscaled": 7.6626, "test_class_error_unscaled": 23.842344914245604, "test_loss_bbox_unscaled": 0.06467760418057442, "test_loss_ce_unscaled": 0.43226086612939835, "test_loss_giou_unscaled": 0.3917061561346054, "test_coco_eval_bbox": [0.2785985595275272, 0.48187004950888007, 0.2739149577764701, 0.07733604178250662, 0.28525290478905746, 0.5040277273871022, 0.25434471987475943, 0.4012065336264881, 0.431887334874407, 0.14329759352514876, 0.4597651517252141, 0.7328599787628373], "epoch": 20, "n_parameters": 127798368}
{"train_lr": 2.3923640947650353e-05, "train_class_error": 21.876972821154517, "train_loss": 1.397480351147206, "train_loss_bbox": 0.31965914907393206, "train_loss_ce": 0.3541797650724762, "train_loss_giou": 0.7236414370675637, "train_cardinality_error_unscaled": 7.060665494386582, "train_class_error_unscaled": 21.876972821154517, "train_loss_bbox_unscaled": 0.06393182980259217, "train_loss_ce_unscaled": 0.3541797650724762, "train_loss_giou_unscaled": 0.36182071853378184, "test_class_error": 23.57828813171387, "test_loss": 1.520519233894348, "test_loss_bbox": 0.3204624058485031, "test_loss_ce": 0.4292665471076965, "test_loss_giou": 0.7707902837514877, "test_cardinality_error_unscaled": 7.8152, "test_class_error_unscaled": 23.57828813171387, "test_loss_bbox_unscaled": 0.06409248102903366, "test_loss_ce_unscaled": 0.4292665471076965, "test_loss_giou_unscaled": 0.38539514187574386, "test_coco_eval_bbox": [0.28193107277656343, 0.48859499909371407, 0.2785156064595797, 0.08211725436662776, 0.2933145630593197, 0.4964070254440879, 0.2579720098669227, 0.4078169527982899, 0.4388822220538175, 0.14867163766463518, 0.4720661347914299, 0.7388835630739302], "epoch": 21, "n_parameters": 127798368}
{"train_lr": 2.3815096803209835e-05, "train_class_error": 21.6418172908413, "train_loss": 1.3875228368379775, "train_loss_bbox": 0.31768360562863407, "train_loss_ce": 0.3516752433248976, "train_loss_giou": 0.7181639878698329, "train_cardinality_error_unscaled": 7.023603408629785, "train_class_error_unscaled": 21.6418172908413, "train_loss_bbox_unscaled": 0.0635367211320507, "train_loss_ce_unscaled": 0.3516752433248976, "train_loss_giou_unscaled": 0.35908199393491647, "test_class_error": 24.283758932495118, "test_loss": 1.5165171855926514, "test_loss_bbox": 0.31770379526615145, "test_loss_ce": 0.42834109439849855, "test_loss_giou": 0.770472297668457, "test_cardinality_error_unscaled": 6.5742, "test_class_error_unscaled": 24.283758932495118, "test_loss_bbox_unscaled": 0.06354075902700425, "test_loss_ce_unscaled": 0.42834109439849855, "test_loss_giou_unscaled": 0.3852361488342285, "test_coco_eval_bbox": [0.28645350353638455, 0.49342193962547765, 0.28398119763410595, 0.07933941608240136, 0.29648020312211965, 0.5039951284255434, 0.2591062634878807, 0.40819985635344724, 0.44137945146414637, 0.15166505309257378, 0.47574346616566127, 0.7356939490590553], "epoch": 22, "n_parameters": 127798368}
{"train_lr": 2.3701611414977315e-05, "train_class_error": 21.463496745753382, "train_loss": 1.3788947306384935, "train_loss_bbox": 0.31545220746285985, "train_loss_ce": 0.34777425631304304, "train_loss_giou": 0.7156682666242485, "train_cardinality_error_unscaled": 6.986169349384553, "train_class_error_unscaled": 21.463496745753382, "train_loss_bbox_unscaled": 0.063090441533463, "train_loss_ce_unscaled": 0.34777425631304304, "train_loss_giou_unscaled": 0.35783413331212427, "test_class_error": 22.81145649719238, "test_loss": 1.5051700241088868, "test_loss_bbox": 0.3135120198965073, "test_loss_ce": 0.4212147807478905, "test_loss_giou": 0.7704432225942611, "test_cardinality_error_unscaled": 8.1408, "test_class_error_unscaled": 22.81145649719238, "test_loss_bbox_unscaled": 0.06270240402817726, "test_loss_ce_unscaled": 0.4212147807478905, "test_loss_giou_unscaled": 0.38522161129713056, "test_coco_eval_bbox": [0.2818667962080971, 0.4903803329958537, 0.2781356995888095, 0.08324551002699389, 0.29053495733223644, 0.4991115561281734, 0.2601452483302251, 0.40819677068429344, 0.43940540884617135, 0.1537902435633158, 0.4708966737895498, 0.7337368815076977], "epoch": 23, "n_parameters": 127798368}
{"train_lr": 2.3583234561423498e-05, "train_class_error": 21.278264202736846, "train_loss": 1.3654619003606394, "train_loss_bbox": 0.3110787770865203, "train_loss_ce": 0.3443701361853619, "train_loss_giou": 0.7100129871774427, "train_cardinality_error_unscaled": 6.962456039496821, "train_class_error_unscaled": 21.278264202736846, "train_loss_bbox_unscaled": 0.06221575541974795, "train_loss_ce_unscaled": 0.3443701361853619, "train_loss_giou_unscaled": 0.35500649358872133, "test_class_error": 22.360042008209227, "test_loss": 1.4948230082511902, "test_loss_bbox": 0.3066779669523239, "test_loss_ce": 0.42597184215784073, "test_loss_giou": 0.7621731990098953, "test_cardinality_error_unscaled": 8.7444, "test_class_error_unscaled": 22.360042008209227, "test_loss_bbox_unscaled": 0.06133559331297875, "test_loss_ce_unscaled": 0.42597184215784073, "test_loss_giou_unscaled": 0.38108659950494767, "test_coco_eval_bbox": [0.2883029719531184, 0.4964855135651598, 0.28495871424102376, 0.0840516698209099, 0.2963755929230011, 0.5111466834596325, 0.2632937862812911, 0.41620088292118007, 0.4493213754761868, 0.15705487815504948, 0.4760331633311728, 0.7558847170005086], "epoch": 24, "n_parameters": 127798368}
{"train_lr": 2.3460018166550698e-05, "train_class_error": 21.145019769120342, "train_loss": 1.3580325428911948, "train_loss_bbox": 0.3089953136098622, "train_loss_ce": 0.34288270300110363, "train_loss_giou": 0.70615452643694, "train_cardinality_error_unscaled": 6.884552955498444, "train_class_error_unscaled": 21.145019769120342, "train_loss_bbox_unscaled": 0.06179906271489272, "train_loss_ce_unscaled": 0.34288270300110363, "train_loss_giou_unscaled": 0.35307726321847, "test_class_error": 23.260295783996582, "test_loss": 1.5030850405693055, "test_loss_bbox": 0.3162956297636032, "test_loss_ce": 0.42093333785533904, "test_loss_giou": 0.7658560753345489, "test_cardinality_error_unscaled": 7.1168, "test_class_error_unscaled": 23.260295783996582, "test_loss_bbox_unscaled": 0.06325912596285344, "test_loss_ce_unscaled": 0.42093333785533904, "test_loss_giou_unscaled": 0.38292803766727446, "test_coco_eval_bbox": [0.2926572747842809, 0.5003898254883976, 0.29173998911808213, 0.0918381708980823, 0.3045438012878074, 0.5035496276743517, 0.26138136082425667, 0.4121032522859304, 0.4417478510946053, 0.1607624023257717, 0.47820506444817823, 0.7261871254587559], "epoch": 25, "n_parameters": 127798368}
{"train_lr": 2.333201627711793e-05, "train_class_error": 20.813337511128154, "train_loss": 1.3472294899404864, "train_loss_bbox": 0.3073774931548486, "train_loss_ce": 0.3376852927683381, "train_loss_giou": 0.7021667039492738, "train_cardinality_error_unscaled": 6.80108717705938, "train_class_error_unscaled": 20.813337511128154, "train_loss_bbox_unscaled": 0.06147549863933437, "train_loss_ce_unscaled": 0.3376852927683381, "train_loss_giou_unscaled": 0.3510833519746369, "test_class_error": 22.58295466308594, "test_loss": 1.4710124307632446, "test_loss_bbox": 0.30149396209716794, "test_loss_ce": 0.4227167815923691, "test_loss_giou": 0.7468016869783402, "test_cardinality_error_unscaled": 7.6848, "test_class_error_unscaled": 22.58295466308594, "test_loss_bbox_unscaled": 0.060298792269825936, "test_loss_ce_unscaled": 0.4227167815923691, "test_loss_giou_unscaled": 0.3734008434891701, "test_coco_eval_bbox": [0.30073642346495055, 0.5059151890126488, 0.30400102825447667, 0.09707046637367978, 0.31627615824359856, 0.5160608133101656, 0.2703833437447909, 0.4253326454915174, 0.45716760016244257, 0.1661920572308987, 0.49808428468816063, 0.750480622365805], "epoch": 26, "n_parameters": 127798368}
{"train_lr": 2.3199285039002468e-05, "train_class_error": 20.6614027882435, "train_loss": 1.3348069113903338, "train_loss_bbox": 0.3032176883776085, "train_loss_ce": 0.33602207370055037, "train_loss_giou": 0.6955671497883549, "train_cardinality_error_unscaled": 6.811730691194373, "train_class_error_unscaled": 20.6614027882435, "train_loss_bbox_unscaled": 0.06064353769890239, "train_loss_ce_unscaled": 0.33602207370055037, "train_loss_giou_unscaled": 0.34778357489417744, "test_class_error": 22.812444305419923, "test_loss": 1.4648873400688172, "test_loss_bbox": 0.3031431178331375, "test_loss_ce": 0.4204197171807289, "test_loss_giou": 0.7413245071649551, "test_cardinality_error_unscaled": 7.3676, "test_class_error_unscaled": 22.812444305419923, "test_loss_bbox_unscaled": 0.06062862358689308, "test_loss_ce_unscaled": 0.4204197171807289, "test_loss_giou_unscaled": 0.37066225358247756, "test_coco_eval_bbox": [0.3046709652135458, 0.5079033737627379, 0.30645223782547437, 0.09559974795378763, 0.31731351925340395, 0.5210343186043139, 0.270597779448085, 0.42682372909485594, 0.45914273220743085, 0.1672224263234748, 0.4940337899624134, 0.7601587424920065], "epoch": 27, "n_parameters": 127798368}
{"train_lr": 2.3061882672497825e-05, "train_class_error": 20.234617815117026, "train_loss": 1.3264513009901897, "train_loss_bbox": 0.3017492944571955, "train_loss_ce": 0.33091550805385117, "train_loss_giou": 0.6937864981274248, "train_cardinality_error_unscaled": 6.753508386311376, "train_class_error_unscaled": 20.234617815117026, "train_loss_bbox_unscaled": 0.06034985887753162, "train_loss_ce_unscaled": 0.33091550805385117, "train_loss_giou_unscaled": 0.3468932490637124, "test_class_error": 22.86402050704956, "test_loss": 1.4702621817588806, "test_loss_bbox": 0.30160418610572814, "test_loss_ce": 0.421062352848053, "test_loss_giou": 0.7475956394195556, "test_cardinality_error_unscaled": 7.3234, "test_class_error_unscaled": 22.86402050704956, "test_loss_bbox_unscaled": 0.06032083709836006, "test_loss_ce_unscaled": 0.421062352848053, "test_loss_giou_unscaled": 0.3737978197097778, "test_coco_eval_bbox": [0.30024643352327024, 0.5077659726482863, 0.2998271338586716, 0.09704237208562079, 0.31732893963273984, 0.5187844060170975, 0.2696815894121886, 0.4250954694774957, 0.4576532370496254, 0.1674943781225773, 0.49703758764371153, 0.7523748098558769], "epoch": 28, "n_parameters": 127798368}
{"train_lr": 2.2919869446842296e-05, "train_class_error": 20.125918955211468, "train_loss": 1.3188015429267022, "train_loss_bbox": 0.3002801876135718, "train_loss_ce": 0.3285521254453384, "train_loss_giou": 0.6899692292666461, "train_cardinality_error_unscaled": 6.726591032057351, "train_class_error_unscaled": 20.125918955211468, "train_loss_bbox_unscaled": 0.06005603750082015, "train_loss_ce_unscaled": 0.3285521254453384, "train_loss_giou_unscaled": 0.34498461463332303, "test_class_error": 23.190033877563476, "test_loss": 1.4803001479148865, "test_loss_bbox": 0.3074914420366287, "test_loss_ce": 0.42869731340408324, "test_loss_giou": 0.7441113958358765, "test_cardinality_error_unscaled": 6.9794, "test_class_error_unscaled": 23.190033877563476, "test_loss_bbox_unscaled": 0.06149828835129738, "test_loss_ce_unscaled": 0.42869731340408324, "test_loss_giou_unscaled": 0.37205569791793824, "test_coco_eval_bbox": [0.2924945374272533, 0.5019777582723786, 0.2904661299601076, 0.09162804410976545, 0.3026985815458271, 0.5018330494558982, 0.26414659639873067, 0.4177635847223688, 0.44831808910453524, 0.165810283875666, 0.4827729667130707, 0.7314356852115488], "epoch": 29, "n_parameters": 127798368}
{"train_lr": 2.277330765371208e-05, "train_class_error": 19.988344203308376, "train_loss": 1.3112726178532699, "train_loss_bbox": 0.2985269775873396, "train_loss_ce": 0.3263890937179323, "train_loss_giou": 0.6863565466422262, "train_cardinality_error_unscaled": 6.716615379412958, "train_class_error_unscaled": 19.988344203308376, "train_loss_bbox_unscaled": 0.05970539552991411, "train_loss_ce_unscaled": 0.3263890937179323, "train_loss_giou_unscaled": 0.3431782733211131, "test_class_error": 22.527241652679443, "test_loss": 1.4839174885749817, "test_loss_bbox": 0.3078460213661194, "test_loss_ce": 0.4236118787288666, "test_loss_giou": 0.7524595907926559, "test_cardinality_error_unscaled": 7.3252, "test_class_error_unscaled": 22.527241652679443, "test_loss_bbox_unscaled": 0.06156920422613621, "test_loss_ce_unscaled": 0.4236118787288666, "test_loss_giou_unscaled": 0.37622979539632795, "test_coco_eval_bbox": [0.29470436013396595, 0.5039929151702082, 0.29764982629964776, 0.09251200413161094, 0.30700491846011096, 0.5066871811280138, 0.26554139190084586, 0.4200085660731143, 0.450296707565859, 0.1724220567716543, 0.48981592593676543, 0.7286900328176769], "epoch": 30, "n_parameters": 127798368}
{"train_lr": 2.2622261579967872e-05, "train_class_error": 19.883740267927102, "train_loss": 1.3018065619421122, "train_loss_bbox": 0.2947872218440467, "train_loss_ce": 0.32440663859586777, "train_loss_giou": 0.6826127019229494, "train_cardinality_error_unscaled": 6.660295211686731, "train_class_error_unscaled": 19.883740267927102, "train_loss_bbox_unscaled": 0.058957444369993485, "train_loss_ce_unscaled": 0.32440663859586777, "train_loss_giou_unscaled": 0.3413063509614747, "test_class_error": 23.053225772857665, "test_loss": 1.454373751449585, "test_loss_bbox": 0.2956851108074188, "test_loss_ce": 0.4253100744485855, "test_loss_giou": 0.7333785648584366, "test_cardinality_error_unscaled": 7.3776, "test_class_error_unscaled": 23.053225772857665, "test_loss_bbox_unscaled": 0.05913702207803726, "test_loss_ce_unscaled": 0.4253100744485855, "test_loss_giou_unscaled": 0.3666892824292183, "test_coco_eval_bbox": [0.3031370942899429, 0.5126206394903465, 0.30117429486648417, 0.09397868226943307, 0.32300673528635326, 0.5230109643226886, 0.27428306293683247, 0.42902233219473457, 0.46152864274365624, 0.17487956561548768, 0.5026321954351846, 0.7440245312974005], "epoch": 31, "n_parameters": 127798368}
{"train_lr": 2.2466797479409394e-05, "train_class_error": 19.563537537769424, "train_loss": 1.2945559490993608, "train_loss_bbox": 0.29314919135155476, "train_loss_ce": 0.3208312749723848, "train_loss_giou": 0.6805754824989093, "train_cardinality_error_unscaled": 6.657336331665088, "train_class_error_unscaled": 19.563537537769424, "train_loss_bbox_unscaled": 0.05862983826766551, "train_loss_ce_unscaled": 0.3208312749723848, "train_loss_giou_unscaled": 0.34028774124945466, "test_class_error": 24.21691327972412, "test_loss": 1.4636058755397796, "test_loss_bbox": 0.298890575170517, "test_loss_ce": 0.4268816076993942, "test_loss_giou": 0.7378336939811706, "test_cardinality_error_unscaled": 5.7646, "test_class_error_unscaled": 24.21691327972412, "test_loss_bbox_unscaled": 0.05977811505496502, "test_loss_ce_unscaled": 0.4268816076993942, "test_loss_giou_unscaled": 0.3689168469905853, "test_coco_eval_bbox": [0.30465997314850013, 0.5134123913058986, 0.30775835732775664, 0.09012358905061983, 0.31986224605554814, 0.5290502993359166, 0.275914428442844, 0.43073339549673106, 0.4616718581859788, 0.1683241541598389, 0.5032069128037081, 0.753848088521381], "epoch": 32, "n_parameters": 127798368}
{"train_lr": 2.230698354371341e-05, "train_class_error": 19.490344887348662, "train_loss": 1.2885359264562535, "train_loss_bbox": 0.29203843994447315, "train_loss_ce": 0.3188580231107172, "train_loss_giou": 0.6776394630494709, "train_cardinality_error_unscaled": 6.572577099959421, "train_class_error_unscaled": 19.490344887348662, "train_loss_bbox_unscaled": 0.058407687956217084, "train_loss_ce_unscaled": 0.3188580231107172, "train_loss_giou_unscaled": 0.33881973152473543, "test_class_error": 23.851865954589844, "test_loss": 1.452609235191345, "test_loss_bbox": 0.29821062293052675, "test_loss_ce": 0.42055321860313416, "test_loss_giou": 0.733845396566391, "test_cardinality_error_unscaled": 6.135, "test_class_error_unscaled": 23.851865954589844, "test_loss_bbox_unscaled": 0.05964212465584278, "test_loss_ce_unscaled": 0.42055321860313416, "test_loss_giou_unscaled": 0.3669226982831955, "test_coco_eval_bbox": [0.30201992347312256, 0.5176117262111682, 0.3005711842871585, 0.09125489603473848, 0.3179862897409831, 0.5238158199301601, 0.2730258985422632, 0.42930567086746185, 0.4601055313816481, 0.17129401076362064, 0.4941729901892855, 0.7493029950453779], "epoch": 33, "n_parameters": 127798368}
{"train_lr": 2.214288987256307e-05, "train_class_error": 19.19552703131427, "train_loss": 1.2799826195811477, "train_loss_bbox": 0.2903726453829018, "train_loss_ce": 0.31615102161052067, "train_loss_giou": 0.6734589529107214, "train_cardinality_error_unscaled": 6.602267347490869, "train_class_error_unscaled": 19.19552703131427, "train_loss_bbox_unscaled": 0.058074529063176776, "train_loss_ce_unscaled": 0.31615102161052067, "train_loss_giou_unscaled": 0.3367294764553607, "test_class_error": 23.593531143188475, "test_loss": 1.45107912607193, "test_loss_bbox": 0.2944085005760193, "test_loss_ce": 0.429577561378479, "test_loss_giou": 0.7270930623054505, "test_cardinality_error_unscaled": 7.0496, "test_class_error_unscaled": 23.593531143188475, "test_loss_bbox_unscaled": 0.0588817001581192, "test_loss_ce_unscaled": 0.429577561378479, "test_loss_giou_unscaled": 0.3635465311527252, "test_coco_eval_bbox": [0.30589935798401935, 0.5185654679428722, 0.30605435602566944, 0.09490481176133851, 0.31893495020063395, 0.5203022061141862, 0.27432273091458453, 0.43179684763339155, 0.46716839883845507, 0.17888222359815573, 0.5062448410471869, 0.7461176892407018], "epoch": 34, "n_parameters": 127798368}
{"train_lr": 2.1974588442865652e-05, "train_class_error": 19.28901131163104, "train_loss": 1.2718807041552334, "train_loss_bbox": 0.28774769042011256, "train_loss_ce": 0.31615466156128647, "train_loss_giou": 0.6679783523199636, "train_cardinality_error_unscaled": 6.55224536723928, "train_class_error_unscaled": 19.28901131163104, "train_loss_bbox_unscaled": 0.057549538073566706, "train_loss_ce_unscaled": 0.31615466156128647, "train_loss_giou_unscaled": 0.3339891761599818, "test_class_error": 22.789372579956055, "test_loss": 1.4315810804367066, "test_loss_bbox": 0.2946355417251587, "test_loss_ce": 0.4162597768306732, "test_loss_giou": 0.7206857650279999, "test_cardinality_error_unscaled": 6.8634, "test_class_error_unscaled": 22.789372579956055, "test_loss_bbox_unscaled": 0.058927108404040335, "test_loss_ce_unscaled": 0.4162597768306732, "test_loss_giou_unscaled": 0.36034288251399993, "test_coco_eval_bbox": [0.31602712146365464, 0.5247813440542216, 0.3204995707157794, 0.10330816469295243, 0.33755548416916475, 0.5359588077638737, 0.28065387285624516, 0.4378465273955699, 0.4662468025905824, 0.18051719160175672, 0.5123509432823324, 0.7483222118074447], "epoch": 35, "n_parameters": 127798368}
{"train_lr": 2.1802153077193674e-05, "train_class_error": 19.137104254782837, "train_loss": 1.2655066826375625, "train_loss_bbox": 0.2860730822474857, "train_loss_ce": 0.3127134528815299, "train_loss_giou": 0.6667201470568057, "train_cardinality_error_unscaled": 6.515470715541729, "train_class_error_unscaled": 19.137104254782837, "train_loss_bbox_unscaled": 0.05721461642120348, "train_loss_ce_unscaled": 0.3127134528815299, "train_loss_giou_unscaled": 0.33336007352840286, "test_class_error": 22.38531187438965, "test_loss": 1.4450405899047851, "test_loss_bbox": 0.2934067698955536, "test_loss_ce": 0.42396608312129974, "test_loss_giou": 0.7276677367687225, "test_cardinality_error_unscaled": 7.5878, "test_class_error_unscaled": 22.38531187438965, "test_loss_bbox_unscaled": 0.058681353935599326, "test_loss_ce_unscaled": 0.42396608312129974, "test_loss_giou_unscaled": 0.36383386838436127, "test_coco_eval_bbox": [0.30937233156221783, 0.5143026089821358, 0.3155769969484575, 0.09873863503649252, 0.32750629238763235, 0.5246914898115713, 0.27971255242762844, 0.43969984546841817, 0.473575839758823, 0.19095908450990837, 0.5097927483707058, 0.7586091034499198], "epoch": 36, "n_parameters": 127798368}
{"train_lr": 2.1625659411389303e-05, "train_class_error": 19.123330649319545, "train_loss": 1.2643406552127938, "train_loss_bbox": 0.2860719355937594, "train_loss_ce": 0.3136029960873581, "train_loss_giou": 0.6646657234490377, "train_cardinality_error_unscaled": 6.503102597051265, "train_class_error_unscaled": 19.123330649319545, "train_loss_bbox_unscaled": 0.057214387137849466, "train_loss_ce_unscaled": 0.3136029960873581, "train_loss_giou_unscaled": 0.33233286172451887, "test_class_error": 23.127987592315673, "test_loss": 1.4151877286434174, "test_loss_bbox": 0.2886089187860489, "test_loss_ce": 0.4152519984722137, "test_loss_giou": 0.7113268123149872, "test_cardinality_error_unscaled": 6.3186, "test_class_error_unscaled": 23.127987592315673, "test_loss_bbox_unscaled": 0.05772178371548653, "test_loss_ce_unscaled": 0.4152519984722137, "test_loss_giou_unscaled": 0.3556634061574936, "test_coco_eval_bbox": [0.31710050066534956, 0.5313510620172731, 0.3183653091953054, 0.10795810935254693, 0.33286310394211854, 0.5289950767011975, 0.28014682750020303, 0.4416144382985413, 0.47607025991140506, 0.1877847623786743, 0.512422972536231, 0.7642098303843542], "epoch": 37, "n_parameters": 127798368}
{"train_lr": 2.1445184861429453e-05, "train_class_error": 18.81886937249647, "train_loss": 1.2598913951964497, "train_loss_bbox": 0.2852763659787504, "train_loss_ce": 0.3092978112092203, "train_loss_giou": 0.665317217884521, "train_cardinality_error_unscaled": 6.445074732855404, "train_class_error_unscaled": 18.81886937249647, "train_loss_bbox_unscaled": 0.05705527320010876, "train_loss_ce_unscaled": 0.3092978112092203, "train_loss_giou_unscaled": 0.3326586089422605, "test_class_error": 22.653700050354004, "test_loss": 1.4362736315727234, "test_loss_bbox": 0.2905163177251816, "test_loss_ce": 0.42144158803224563, "test_loss_giou": 0.7243157243013382, "test_cardinality_error_unscaled": 6.8264, "test_class_error_unscaled": 22.653700050354004, "test_loss_bbox_unscaled": 0.0581032634884119, "test_loss_ce_unscaled": 0.42144158803224563, "test_loss_giou_unscaled": 0.3621578621506691, "test_coco_eval_bbox": [0.3163535202897812, 0.5227989073741468, 0.32174495456494184, 0.10385827796202994, 0.3354789110635973, 0.5356460305815436, 0.28007096834128414, 0.4374966479956899, 0.46568347643611746, 0.18136148835071672, 0.5028410258485689, 0.7536215312128638], "epoch": 38, "n_parameters": 127798368}
{"train_lr": 2.1260808589386423e-05, "train_class_error": 18.755008047719972, "train_loss": 1.2512266254084012, "train_loss_bbox": 0.2837978423480234, "train_loss_ce": 0.30717678158446377, "train_loss_giou": 0.6602520013889924, "train_cardinality_error_unscaled": 6.428665629649669, "train_class_error_unscaled": 18.755008047719972, "train_loss_bbox_unscaled": 0.05675956846252497, "train_loss_ce_unscaled": 0.30717678158446377, "train_loss_giou_unscaled": 0.3301260006944962, "test_class_error": 23.060722446441652, "test_loss": 1.4445893445014955, "test_loss_bbox": 0.294536706161499, "test_loss_ce": 0.4190123246431351, "test_loss_giou": 0.7310403149366379, "test_cardinality_error_unscaled": 6.5966, "test_class_error_unscaled": 23.060722446441652, "test_loss_bbox_unscaled": 0.058907341182231905, "test_loss_ce_unscaled": 0.4190123246431351, "test_loss_giou_unscaled": 0.36552015746831895, "test_coco_eval_bbox": [0.3139279468929341, 0.5199348836584832, 0.31989633181577376, 0.10138676190929859, 0.3272523842816608, 0.5295068031459504, 0.27565858648984776, 0.43258140713062443, 0.46516371971848214, 0.17410917188711525, 0.5007432838206349, 0.7566392932913937], "epoch": 39, "n_parameters": 127798368}
{"train_lr": 2.1072611468813054e-05, "train_class_error": 18.974021676975674, "train_loss": 1.251063390516161, "train_loss_bbox": 0.28229672652724047, "train_loss_ce": 0.30943307054241553, "train_loss_giou": 0.6593335938803578, "train_cardinality_error_unscaled": 6.391240024347356, "train_class_error_unscaled": 18.974021676975674, "train_loss_bbox_unscaled": 0.056459345322958425, "train_loss_ce_unscaled": 0.30943307054241553, "train_loss_giou_unscaled": 0.3296667969401789, "test_class_error": 22.5020570350647, "test_loss": 1.4308255994796752, "test_loss_bbox": 0.28811503398418425, "test_loss_ce": 0.4271817642569542, "test_loss_giou": 0.715528797841072, "test_cardinality_error_unscaled": 7.6032, "test_class_error_unscaled": 22.5020570350647, "test_loss_bbox_unscaled": 0.057623006805777546, "test_loss_ce_unscaled": 0.4271817642569542, "test_loss_giou_unscaled": 0.357764398920536, "test_coco_eval_bbox": [0.311697384780793, 0.5216768914488551, 0.3141907727658576, 0.1041027075201459, 0.3312029898452891, 0.5300752816949647, 0.27930804514276986, 0.43788892056718537, 0.47058051383616495, 0.18509503690814133, 0.5047084208745174, 0.7572355553060274], "epoch": 40, "n_parameters": 127798368}
{"train_lr": 2.0880676049163336e-05, "train_class_error": 18.76255617166878, "train_loss": 1.2398903353234743, "train_loss_bbox": 0.27944026156719765, "train_loss_ce": 0.3058013866346767, "train_loss_giou": 0.6546486875509178, "train_cardinality_error_unscaled": 6.363984512376573, "train_class_error_unscaled": 18.76255617166878, "train_loss_bbox_unscaled": 0.05588805230114451, "train_loss_ce_unscaled": 0.3058013866346767, "train_loss_giou_unscaled": 0.3273243437754589, "test_class_error": 23.471639903259277, "test_loss": 1.4266441195487976, "test_loss_bbox": 0.29007920935153964, "test_loss_ce": 0.4207941587328911, "test_loss_giou": 0.7157707520723343, "test_cardinality_error_unscaled": 6.0822, "test_class_error_unscaled": 23.471639903259277, "test_loss_bbox_unscaled": 0.05801584178507328, "test_loss_ce_unscaled": 0.4207941587328911, "test_loss_giou_unscaled": 0.35788537603616716, "test_coco_eval_bbox": [0.3123055910521178, 0.5198006867589374, 0.3153100246184642, 0.10997802354171264, 0.331426323721759, 0.5220929916681459, 0.28117373895000036, 0.4402737630506986, 0.47294389062507036, 0.18931441919497138, 0.5139108741818774, 0.759681760754508], "epoch": 41, "n_parameters": 127798368}
{"train_lr": 2.0685086519678973e-05, "train_class_error": 18.686942753023633, "train_loss": 1.2339649304040115, "train_loss_bbox": 0.27757945456478456, "train_loss_ce": 0.3045191014618645, "train_loss_giou": 0.651866374774431, "train_cardinality_error_unscaled": 6.385618152306235, "train_class_error_unscaled": 18.686942753023633, "train_loss_bbox_unscaled": 0.05551589091469535, "train_loss_ce_unscaled": 0.3045191014618645, "train_loss_giou_unscaled": 0.3259331873872155, "test_class_error": 21.671055688476564, "test_loss": 1.401615061187744, "test_loss_bbox": 0.2808250930786133, "test_loss_ce": 0.42076832894086835, "test_loss_giou": 0.7000216380119324, "test_cardinality_error_unscaled": 7.3058, "test_class_error_unscaled": 21.671055688476564, "test_loss_bbox_unscaled": 0.05616501867175102, "test_loss_ce_unscaled": 0.42076832894086835, "test_loss_giou_unscaled": 0.3500108190059662, "test_coco_eval_bbox": [0.3304058261204382, 0.534945900915285, 0.3395050747805733, 0.11740705524040883, 0.3494209331277712, 0.5436605574626956, 0.28944819240305736, 0.4567166229539717, 0.4903182251935855, 0.19755917370211318, 0.5274764369444894, 0.7802750299225658], "epoch": 42, "n_parameters": 127798368}
{"train_lr": 2.0485928672374608e-05, "train_class_error": 18.410859701066833, "train_loss": 1.2247636826615944, "train_loss_bbox": 0.27591526377167624, "train_loss_ce": 0.3011926254926479, "train_loss_giou": 0.6476557930014614, "train_cardinality_error_unscaled": 6.345149127553091, "train_class_error_unscaled": 18.410859701066833, "train_loss_bbox_unscaled": 0.05518305276471547, "train_loss_ce_unscaled": 0.3011926254926479, "train_loss_giou_unscaled": 0.3238278965007307, "test_class_error": 21.884522048950195, "test_loss": 1.413257100009918, "test_loss_bbox": 0.2911964102506638, "test_loss_ce": 0.41072408611178396, "test_loss_giou": 0.7113366049528121, "test_cardinality_error_unscaled": 6.8306, "test_class_error_unscaled": 21.884522048950195, "test_loss_bbox_unscaled": 0.058239282077550886, "test_loss_ce_unscaled": 0.41072408611178396, "test_loss_giou_unscaled": 0.3556683024764061, "test_coco_eval_bbox": [0.32264672033296626, 0.5302916208841084, 0.32804008061201845, 0.11592902579756321, 0.3413875250916727, 0.5371147104315475, 0.28761247303331716, 0.4492450429688115, 0.4803078456367063, 0.19022101865513397, 0.5231227384819045, 0.7669410229147519], "epoch": 43, "n_parameters": 127798368}
{"train_lr": 2.028328986447016e-05, "train_class_error": 18.204686106581594, "train_loss": 1.220073639951474, "train_loss_bbox": 0.2744608718252353, "train_loss_ce": 0.2987676814551724, "train_loss_giou": 0.6468450865927108, "train_cardinality_error_unscaled": 6.321148383606114, "train_class_error_unscaled": 18.204686106581594, "train_loss_bbox_unscaled": 0.05489217434844374, "train_loss_ce_unscaled": 0.2987676814551724, "train_loss_giou_unscaled": 0.3234225432963554, "test_class_error": 22.492065768432617, "test_loss": 1.4088228526592255, "test_loss_bbox": 0.28610175349712375, "test_loss_ce": 0.4185394541621208, "test_loss_giou": 0.7041816497325897, "test_cardinality_error_unscaled": 6.529, "test_class_error_unscaled": 22.492065768432617, "test_loss_bbox_unscaled": 0.05722035073041916, "test_loss_ce_unscaled": 0.4185394541621208, "test_loss_giou_unscaled": 0.35209082486629484, "test_coco_eval_bbox": [0.32705150033670677, 0.532688144528963, 0.3355293071374887, 0.111451240108604, 0.3483787393433754, 0.5434592532051717, 0.28696008757404856, 0.45143896157916247, 0.48247843645783484, 0.18806456396314475, 0.5203731342592461, 0.772092095348988], "epoch": 44, "n_parameters": 127798368}
{"train_lr": 2.0077258980034413e-05, "train_class_error": 18.171907729101523, "train_loss": 1.2151558946933505, "train_loss_bbox": 0.2736840510808146, "train_loss_ce": 0.29744162979406885, "train_loss_giou": 0.6440302134396645, "train_cardinality_error_unscaled": 6.300901190315163, "train_class_error_unscaled": 18.171907729101523, "train_loss_bbox_unscaled": 0.05473681022188212, "train_loss_ce_unscaled": 0.29744162979406885, "train_loss_giou_unscaled": 0.32201510671983224, "test_class_error": 22.36867077255249, "test_loss": 1.3979284470558166, "test_loss_bbox": 0.27912243716716767, "test_loss_ce": 0.4213040650010109, "test_loss_giou": 0.6975019451618194, "test_cardinality_error_unscaled": 7.1, "test_class_error_unscaled": 22.36867077255249, "test_loss_bbox_unscaled": 0.05582448746263981, "test_loss_ce_unscaled": 0.4213040650010109, "test_loss_giou_unscaled": 0.3487509725809097, "test_coco_eval_bbox": [0.3257986590652332, 0.5339954355506762, 0.33054266625218776, 0.11780970884426756, 0.3459758558762278, 0.543190320293227, 0.28475894181582645, 0.44897303217361967, 0.48273023164103207, 0.19478437466897217, 0.5223764939280364, 0.7619393633518675], "epoch": 45, "n_parameters": 127798368}
{"train_lr": 1.9867926391043983e-05, "train_class_error": 17.93067729158684, "train_loss": 1.2056366440735633, "train_loss_bbox": 0.27095355026713164, "train_loss_ce": 0.2951086957435201, "train_loss_giou": 0.6395743978738253, "train_cardinality_error_unscaled": 6.3256374272960905, "train_class_error_unscaled": 17.93067729158684, "train_loss_bbox_unscaled": 0.05419071003062512, "train_loss_ce_unscaled": 0.2951086957435201, "train_loss_giou_unscaled": 0.31978719893691265, "test_class_error": 22.288325553131102, "test_loss": 1.3978693008422851, "test_loss_bbox": 0.28089703063964844, "test_loss_ce": 0.42081184496879576, "test_loss_giou": 0.696160425400734, "test_cardinality_error_unscaled": 7.0094, "test_class_error_unscaled": 22.288325553131102, "test_loss_bbox_unscaled": 0.05617940620183945, "test_loss_ce_unscaled": 0.42081184496879576, "test_loss_giou_unscaled": 0.348080212700367, "test_coco_eval_bbox": [0.32736587575532733, 0.5381902200029353, 0.33323086606888863, 0.11335303970155794, 0.35352329149651374, 0.5411702530166227, 0.2884879408807653, 0.45736923437188554, 0.4896132147405466, 0.20036652612466035, 0.5310263393575896, 0.7761218694266934], "epoch": 46, "n_parameters": 127798368}
{"train_lr": 1.9655383917677062e-05, "train_class_error": 17.964378583355458, "train_loss": 1.2056790465098763, "train_loss_bbox": 0.27107840890474755, "train_loss_ce": 0.2952262391208399, "train_loss_giou": 0.6393743981263981, "train_cardinality_error_unscaled": 6.325586703638577, "train_class_error_unscaled": 17.964378583355458, "train_loss_bbox_unscaled": 0.05421568176749553, "train_loss_ce_unscaled": 0.2952262391208399, "train_loss_giou_unscaled": 0.31968719906319903, "test_class_error": 22.51892563095093, "test_loss": 1.4007507716178893, "test_loss_bbox": 0.28251967442035675, "test_loss_ce": 0.4210036421895027, "test_loss_giou": 0.697227455496788, "test_cardinality_error_unscaled": 6.819, "test_class_error_unscaled": 22.51892563095093, "test_loss_bbox_unscaled": 0.05650393480062485, "test_loss_ce_unscaled": 0.4210036421895027, "test_loss_giou_unscaled": 0.348613727748394, "test_coco_eval_bbox": [0.32552167680380695, 0.5344433712966865, 0.3303022668383113, 0.11131877924864789, 0.3479705006612005, 0.5436506414412803, 0.28730548494986363, 0.4526050701300497, 0.4860781869798647, 0.19525200198006643, 0.526745128094385, 0.7670395558786476], "epoch": 47, "n_parameters": 127798368}
{"train_lr": 1.9439724788074384e-05, "train_class_error": 18.002529782176936, "train_loss": 1.1993710342278165, "train_loss_bbox": 0.2691624604889146, "train_loss_ce": 0.29398164756839973, "train_loss_giou": 0.6362269263864209, "train_cardinality_error_unscaled": 6.284711889625322, "train_class_error_unscaled": 18.002529782176936, "train_loss_bbox_unscaled": 0.05383249209574215, "train_loss_ce_unscaled": 0.29398164756839973, "train_loss_giou_unscaled": 0.31811346319321043, "test_class_error": 22.259329276275636, "test_loss": 1.3868522397518157, "test_loss_bbox": 0.27850539369583127, "test_loss_ce": 0.4165199779987335, "test_loss_giou": 0.6918268706083298, "test_cardinality_error_unscaled": 6.4194, "test_class_error_unscaled": 22.259329276275636, "test_loss_bbox_unscaled": 0.05570107862651348, "test_loss_ce_unscaled": 0.4165199779987335, "test_loss_giou_unscaled": 0.3459134353041649, "test_coco_eval_bbox": [0.3304700508282945, 0.5396926648640159, 0.33555212752947394, 0.1209765899223101, 0.35295033322439423, 0.5458346734387421, 0.2882543407679041, 0.4550856603714535, 0.48892693437343526, 0.20514144135790555, 0.5304770509625127, 0.7705884554552295], "epoch": 48, "n_parameters": 127798368}
{"train_lr": 1.922104359749128e-05, "train_class_error": 17.725838757328813, "train_loss": 1.1942334038191713, "train_loss_bbox": 0.26922119122029287, "train_loss_ce": 0.29110445638109, "train_loss_giou": 0.6339077556395698, "train_cardinality_error_unscaled": 6.236583592587583, "train_class_error_unscaled": 17.725838757328813, "train_loss_bbox_unscaled": 0.053844238232469005, "train_loss_ce_unscaled": 0.29110445638109, "train_loss_giou_unscaled": 0.3169538778197849, "test_class_error": 22.738954303741455, "test_loss": 1.384151610326767, "test_loss_bbox": 0.2740135810375214, "test_loss_ce": 0.42736942200660705, "test_loss_giou": 0.6827686050653458, "test_cardinality_error_unscaled": 6.6804, "test_class_error_unscaled": 22.738954303741455, "test_loss_bbox_unscaled": 0.05480271609127522, "test_loss_ce_unscaled": 0.42736942200660705, "test_loss_giou_unscaled": 0.3413843025326729, "test_coco_eval_bbox": [0.3355360313669658, 0.5415201229223038, 0.3447670117656038, 0.11871819993159874, 0.3558972070942861, 0.5557296626626844, 0.2914323145843414, 0.458547152287143, 0.4917484130302517, 0.20095939101260904, 0.5379227288357248, 0.7775722719999436], "epoch": 49, "n_parameters": 127798368}
{"train_lr": 1.89994362667028e-05, "train_class_error": 17.54369059773851, "train_loss": 1.187348250053288, "train_loss_bbox": 0.26618415553737007, "train_loss_ce": 0.28892030858181655, "train_loss_giou": 0.6322437855501338, "train_cardinality_error_unscaled": 6.173390369268227, "train_class_error_unscaled": 17.54369059773851, "train_loss_bbox_unscaled": 0.05323683110921245, "train_loss_ce_unscaled": 0.28892030858181655, "train_loss_giou_unscaled": 0.3161218927750669, "test_class_error": 21.727299514770507, "test_loss": 1.3870067212104797, "test_loss_bbox": 0.27325899188518527, "test_loss_ce": 0.4231759642124176, "test_loss_giou": 0.6905717657566071, "test_cardinality_error_unscaled": 7.1304, "test_class_error_unscaled": 21.727299514770507, "test_loss_bbox_unscaled": 0.05465179833471775, "test_loss_ce_unscaled": 0.4231759642124176, "test_loss_giou_unscaled": 0.34528588287830353, "test_coco_eval_bbox": [0.3295465242478543, 0.5399519795601763, 0.33264725346999324, 0.12038557752446195, 0.3506184488254111, 0.5480064660671565, 0.289024399270757, 0.4567126848880706, 0.4894406203851797, 0.20510427235373035, 0.531339033013051, 0.7723208689356781], "epoch": 50, "n_parameters": 127798368}
{"train_lr": 1.8775000000001507e-05, "train_class_error": 17.28400919235206, "train_loss": 1.18542093281436, "train_loss_bbox": 0.2666192218690534, "train_loss_ce": 0.28643390689882664, "train_loss_giou": 0.6323678037425057, "train_cardinality_error_unscaled": 6.188945624239145, "train_class_error_unscaled": 17.28400919235206, "train_loss_bbox_unscaled": 0.05332384438071403, "train_loss_ce_unscaled": 0.28643390689882664, "train_loss_giou_unscaled": 0.31618390187125284, "test_class_error": 21.552848430633546, "test_loss": 1.4000553738117218, "test_loss_bbox": 0.2810936099290848, "test_loss_ce": 0.4199653620004654, "test_loss_giou": 0.6989963982105255, "test_cardinality_error_unscaled": 6.5896, "test_class_error_unscaled": 21.552848430633546, "test_loss_bbox_unscaled": 0.05621872199475765, "test_loss_ce_unscaled": 0.4199653620004654, "test_loss_giou_unscaled": 0.34949819910526275, "test_coco_eval_bbox": [0.3320303415705316, 0.5383783414420041, 0.3377970294352176, 0.11692010232331565, 0.3525651558164136, 0.5461579487239427, 0.2908641558926341, 0.4525770971516869, 0.4824173766966943, 0.19490076283476532, 0.5203414530368817, 0.7598487199093102], "epoch": 51, "n_parameters": 127798368}
{"train_lr": 1.8547833242565932e-05, "train_class_error": 17.34793758727726, "train_loss": 1.1794616134526619, "train_loss_bbox": 0.2645370569788086, "train_loss_ce": 0.2879132453653794, "train_loss_giou": 0.6270113109143487, "train_cardinality_error_unscaled": 6.210824428513459, "train_class_error_unscaled": 17.34793758727726, "train_loss_bbox_unscaled": 0.05290741141848735, "train_loss_ce_unscaled": 0.2879132453653794, "train_loss_giou_unscaled": 0.31350565545717435, "test_class_error": 22.838302599334718, "test_loss": 1.402244994020462, "test_loss_bbox": 0.2802060853481293, "test_loss_ce": 0.4261439106464386, "test_loss_giou": 0.6958949957609176, "test_cardinality_error_unscaled": 6.1834, "test_class_error_unscaled": 22.838302599334718, "test_loss_bbox_unscaled": 0.05604121696352959, "test_loss_ce_unscaled": 0.4261439106464386, "test_loss_giou_unscaled": 0.3479474978804588, "test_coco_eval_bbox": [0.33183964827344864, 0.5408205467304271, 0.33351520564026854, 0.10588383084858727, 0.3503746944655718, 0.5602922848721555, 0.29011496819923294, 0.45181157263532157, 0.48452591231694897, 0.18517074298287428, 0.5275423923700282, 0.7743529204746693], "epoch": 52, "n_parameters": 127798368}
{"train_lr": 1.8318035637237735e-05, "train_class_error": 17.26899390054236, "train_loss": 1.175173613314988, "train_loss_bbox": 0.2641066263317578, "train_loss_ce": 0.2848648217117574, "train_loss_giou": 0.6262021652490494, "train_cardinality_error_unscaled": 6.140183281482483, "train_class_error_unscaled": 17.26899390054236, "train_loss_bbox_unscaled": 0.052821325259901714, "train_loss_ce_unscaled": 0.2848648217117574, "train_loss_giou_unscaled": 0.3131010826245247, "test_class_error": 21.934526171875, "test_loss": 1.3757667559623719, "test_loss_bbox": 0.270999561727047, "test_loss_ce": 0.41700553855895994, "test_loss_giou": 0.687761651968956, "test_cardinality_error_unscaled": 6.1772, "test_class_error_unscaled": 21.934526171875, "test_loss_bbox_unscaled": 0.0541999124109745, "test_loss_ce_unscaled": 0.41700553855895994, "test_loss_giou_unscaled": 0.343880825984478, "test_coco_eval_bbox": [0.33989022778153904, 0.5459533928073782, 0.3479634864521121, 0.12135591466053304, 0.35822660395472283, 0.5544662800214204, 0.2947795460195152, 0.4633813078936106, 0.49431134512194086, 0.20503764808894512, 0.5295363857776865, 0.7787389802407297], "epoch": 53, "n_parameters": 127798368}
{"train_lr": 1.808570798084772e-05, "train_class_error": 17.057147504285886, "train_loss": 1.1663866928130706, "train_loss_bbox": 0.26081724831577197, "train_loss_ce": 0.2811880738798307, "train_loss_giou": 0.6243813709759888, "train_cardinality_error_unscaled": 6.111220073042067, "train_class_error_unscaled": 17.057147504285886, "train_loss_bbox_unscaled": 0.052163449663028424, "train_loss_ce_unscaled": 0.2811880738798307, "train_loss_giou_unscaled": 0.3121906854879944, "test_class_error": 22.0027303604126, "test_loss": 1.3826420664787293, "test_loss_bbox": 0.27673007185459136, "test_loss_ce": 0.4165641910135746, "test_loss_giou": 0.6893478053569794, "test_cardinality_error_unscaled": 5.996, "test_class_error_unscaled": 22.0027303604126, "test_loss_bbox_unscaled": 0.05534601441025734, "test_loss_ce_unscaled": 0.4165641910135746, "test_loss_giou_unscaled": 0.3446739026784897, "test_coco_eval_bbox": [0.3392441168320191, 0.549033303318318, 0.3459545748321115, 0.1244311900810971, 0.36324900751218364, 0.5669674733798515, 0.29573595049686013, 0.46141132986100364, 0.49135917058369427, 0.2044718953023412, 0.5327412787561863, 0.7774263066138758], "epoch": 54, "n_parameters": 127798368}
{"train_lr": 1.7850952179987113e-05, "train_class_error": 16.913455346787426, "train_loss": 1.1603502574106297, "train_loss_bbox": 0.26033468804492627, "train_loss_ce": 0.27969862226924375, "train_loss_giou": 0.6203169468455203, "train_cardinality_error_unscaled": 6.087185513323414, "train_class_error_unscaled": 16.913455346787426, "train_loss_bbox_unscaled": 0.052066937608103436, "train_loss_ce_unscaled": 0.27969862226924375, "train_loss_giou_unscaled": 0.31015847342276015, "test_class_error": 21.366453983306886, "test_loss": 1.3708298748016357, "test_loss_bbox": 0.27709118628501894, "test_loss_ce": 0.41265751843452453, "test_loss_giou": 0.6810811698675155, "test_cardinality_error_unscaled": 6.411, "test_class_error_unscaled": 21.366453983306886, "test_loss_bbox_unscaled": 0.055418237313628195, "test_loss_ce_unscaled": 0.41265751843452453, "test_loss_giou_unscaled": 0.3405405849337578, "test_coco_eval_bbox": [0.33742700317960855, 0.5504443128434205, 0.3437341832788149, 0.125617436488249, 0.3603301912449506, 0.5547441094016743, 0.2910419625082852, 0.4603210180897364, 0.49227444021713074, 0.20949610493765558, 0.5342635630643064, 0.7700067449935253], "epoch": 55, "n_parameters": 127798368}
{"train_lr": 1.7613871206296184e-05, "train_class_error": 16.79649203548924, "train_loss": 1.1586939644405585, "train_loss_bbox": 0.2602850812488942, "train_loss_ce": 0.27857433708721485, "train_loss_giou": 0.6198345461685699, "train_cardinality_error_unscaled": 6.0631255917760045, "train_class_error_unscaled": 16.79649203548924, "train_loss_bbox_unscaled": 0.0520570162532809, "train_loss_ce_unscaled": 0.27857433708721485, "train_loss_giou_unscaled": 0.30991727308428496, "test_class_error": 21.00760256576538, "test_loss": 1.3608852832317353, "test_loss_bbox": 0.27119339588880537, "test_loss_ce": 0.4044474449276924, "test_loss_giou": 0.6852444449901581, "test_cardinality_error_unscaled": 6.8862, "test_class_error_unscaled": 21.00760256576538, "test_loss_bbox_unscaled": 0.05423867917060852, "test_loss_ce_unscaled": 0.4044474449276924, "test_loss_giou_unscaled": 0.34262222249507907, "test_coco_eval_bbox": [0.34307478681651843, 0.551125538752418, 0.35288988093847956, 0.12181030312999876, 0.36730395280742206, 0.5643529957925728, 0.2978449554496755, 0.463906744338924, 0.49511817876816805, 0.20591195922178507, 0.53774786425598, 0.7845021946222914], "epoch": 56, "n_parameters": 127798368}
{"train_lr": 1.7374569051325663e-05, "train_class_error": 16.676836996234577, "train_loss": 1.151270209967961, "train_loss_bbox": 0.2593764482091482, "train_loss_ce": 0.27696219531749433, "train_loss_giou": 0.6149315663487279, "train_cardinality_error_unscaled": 6.099570539699716, "train_class_error_unscaled": 16.676836996234577, "train_loss_bbox_unscaled": 0.051875289628199296, "train_loss_ce_unscaled": 0.27696219531749433, "train_loss_giou_unscaled": 0.30746578317436396, "test_class_error": 21.62846167831421, "test_loss": 1.378211249923706, "test_loss_bbox": 0.27586700146198273, "test_loss_ce": 0.4170527800798416, "test_loss_giou": 0.6852914672613144, "test_cardinality_error_unscaled": 6.5408, "test_class_error_unscaled": 21.62846167831421, "test_loss_bbox_unscaled": 0.05517340022623539, "test_loss_ce_unscaled": 0.4170527800798416, "test_loss_giou_unscaled": 0.3426457336306572, "test_coco_eval_bbox": [0.3391461772242512, 0.5504962048499782, 0.34799584049381377, 0.12740867588659965, 0.3652799429278946, 0.5579952588327722, 0.2936753437315315, 0.46409539142992373, 0.49910400509466657, 0.217083274771744, 0.5433426636399452, 0.7803078781095394], "epoch": 57, "n_parameters": 127798368}
{"train_lr": 1.7133150680920236e-05, "train_class_error": 16.640616531093436, "train_loss": 1.1448657134643319, "train_loss_bbox": 0.2567109058946311, "train_loss_ce": 0.27589345968207607, "train_loss_giou": 0.6122613474968546, "train_cardinality_error_unscaled": 6.109453198972001, "train_class_error_unscaled": 16.640616531093436, "train_loss_bbox_unscaled": 0.051342181206841954, "train_loss_ce_unscaled": 0.27589345968207607, "train_loss_giou_unscaled": 0.3061306737484273, "test_class_error": 22.465960664367675, "test_loss": 1.3837221266269684, "test_loss_bbox": 0.2753236770153046, "test_loss_ce": 0.42407320305109025, "test_loss_giou": 0.6843252499341965, "test_cardinality_error_unscaled": 6.1308, "test_class_error_unscaled": 22.465960664367675, "test_loss_bbox_unscaled": 0.05506473536789417, "test_loss_ce_unscaled": 0.42407320305109025, "test_loss_giou_unscaled": 0.34216262496709826, "test_coco_eval_bbox": [0.33759585839317235, 0.542314554523549, 0.3484386475118851, 0.12059147272467996, 0.355230619509, 0.5611372486027872, 0.29293403693913084, 0.45547071328399114, 0.48682965449539783, 0.20164282896801666, 0.526032883029939, 0.7699903084998193], "epoch": 58, "n_parameters": 127798368}
{"train_lr": 1.6889721989155168e-05, "train_class_error": 16.412340266608133, "train_loss": 1.1380200539412622, "train_loss_bbox": 0.25475218798927424, "train_loss_ce": 0.27327878910750375, "train_loss_giou": 0.6099890767243055, "train_cardinality_error_unscaled": 6.025530907615312, "train_class_error_unscaled": 16.412340266608133, "train_loss_bbox_unscaled": 0.05095043759964367, "train_loss_ce_unscaled": 0.27327878910750375, "train_loss_giou_unscaled": 0.30499453836215273, "test_class_error": 21.840226477813722, "test_loss": 1.3585534351348878, "test_loss_bbox": 0.2700701775789261, "test_loss_ce": 0.41604773064851763, "test_loss_giou": 0.6724355282068253, "test_cardinality_error_unscaled": 6.1648, "test_class_error_unscaled": 21.840226477813722, "test_loss_bbox_unscaled": 0.05401403552293777, "test_loss_ce_unscaled": 0.41604773064851763, "test_loss_giou_unscaled": 0.33621776410341264, "test_coco_eval_bbox": [0.34582992022642334, 0.5563201770221681, 0.3533176425045372, 0.13094599043843527, 0.36879328588382765, 0.5656647185752587, 0.2950992351860504, 0.4674136628278754, 0.5012617814324787, 0.21734524032659752, 0.5443342849481649, 0.7759867875252757], "epoch": 59, "n_parameters": 127798368}
{"train_lr": 1.664438975190058e-05, "train_class_error": 16.22702548637065, "train_loss": 1.131493522017795, "train_loss_bbox": 0.2527225411310742, "train_loss_ce": 0.2702954106176962, "train_loss_giou": 0.6084755701158409, "train_cardinality_error_unscaled": 6.011691803056946, "train_class_error_unscaled": 16.22702548637065, "train_loss_bbox_unscaled": 0.050544508212584494, "train_loss_ce_unscaled": 0.2702954106176962, "train_loss_giou_unscaled": 0.30423778505792043, "test_class_error": 21.826539849853514, "test_loss": 1.356344716644287, "test_loss_bbox": 0.2689201101541519, "test_loss_ce": 0.4204946423411369, "test_loss_giou": 0.6669299630403519, "test_cardinality_error_unscaled": 6.02, "test_class_error_unscaled": 21.826539849853514, "test_loss_bbox_unscaled": 0.05378402199745178, "test_loss_ce_unscaled": 0.4204946423411369, "test_loss_giou_unscaled": 0.33346498152017595, "test_coco_eval_bbox": [0.3462176869623005, 0.5568675842504087, 0.355887535754902, 0.13308569369744327, 0.3728097067830327, 0.5544808656531763, 0.2968541486958733, 0.46531632531822675, 0.49772103355547465, 0.22683628777402146, 0.5420992963736881, 0.7601547783529106], "epoch": 60, "n_parameters": 127798368}
{"train_lr": 1.6397261579974097e-05, "train_class_error": 16.16009145755012, "train_loss": 1.1241062707049136, "train_loss_bbox": 0.2513745043516949, "train_loss_ce": 0.2693941994125131, "train_loss_giou": 0.6033375665110099, "train_cardinality_error_unscaled": 6.054908359258758, "train_class_error_unscaled": 16.16009145755012, "train_loss_bbox_unscaled": 0.05027490086668575, "train_loss_ce_unscaled": 0.2693941994125131, "train_loss_giou_unscaled": 0.30166878325550495, "test_class_error": 21.144157482147218, "test_loss": 1.3418143171787262, "test_loss_bbox": 0.2661715239882469, "test_loss_ce": 0.4141278027176857, "test_loss_giou": 0.6615149937152862, "test_cardinality_error_unscaled": 7.3614, "test_class_error_unscaled": 21.144157482147218, "test_loss_bbox_unscaled": 0.05323430478572846, "test_loss_ce_unscaled": 0.4141278027176857, "test_loss_giou_unscaled": 0.3307574968576431, "test_coco_eval_bbox": [0.3471795646844127, 0.5578226419031841, 0.3596359105033502, 0.13575055349969403, 0.37264912242212944, 0.5645206412941117, 0.3019350655530696, 0.47558307969431834, 0.5103303926486639, 0.2208722686047597, 0.5511195947277966, 0.7963224659326005], "epoch": 61, "n_parameters": 127798368}
{"train_lr": 1.61484458719646e-05, "train_class_error": 16.120507544534675, "train_loss": 1.1191821422452584, "train_loss_bbox": 0.2502212897235351, "train_loss_ce": 0.26842723814116776, "train_loss_giou": 0.6005336145455809, "train_cardinality_error_unscaled": 5.988147572027594, "train_class_error_unscaled": 16.120507544534675, "train_loss_bbox_unscaled": 0.05004425795896723, "train_loss_ce_unscaled": 0.26842723814116776, "train_loss_giou_unscaled": 0.3002668072727904, "test_class_error": 21.688110645294188, "test_loss": 1.3632828523159026, "test_loss_bbox": 0.26982075674533845, "test_loss_ce": 0.4199550983786583, "test_loss_giou": 0.673506998872757, "test_cardinality_error_unscaled": 6.3468, "test_class_error_unscaled": 21.688110645294188, "test_loss_bbox_unscaled": 0.053964151257276535, "test_loss_ce_unscaled": 0.4199550983786583, "test_loss_giou_unscaled": 0.3367534994363785, "test_coco_eval_bbox": [0.3434978121137135, 0.5556292069041022, 0.3520185068568667, 0.13030315668061587, 0.366086157616539, 0.5591551485267285, 0.2999441730605548, 0.46811006712960135, 0.5010649230660897, 0.21200731968937936, 0.5435912342959562, 0.78610399881756], "epoch": 62, "n_parameters": 127798368}
{"train_lr": 1.589805176666068e-05, "train_class_error": 16.05607609627583, "train_loss": 1.114334464083259, "train_loss_bbox": 0.24923232910923088, "train_loss_ce": 0.26692527580472664, "train_loss_giou": 0.5981768593796774, "train_cardinality_error_unscaled": 5.99363418098201, "train_class_error_unscaled": 16.05607609627583, "train_loss_bbox_unscaled": 0.04984646581715996, "train_loss_ce_unscaled": 0.26692527580472664, "train_loss_giou_unscaled": 0.2990884296898387, "test_class_error": 20.321735977172853, "test_loss": 1.3287609738349915, "test_loss_bbox": 0.26075130813121794, "test_loss_ce": 0.41369340106248853, "test_loss_giou": 0.6543162650346755, "test_cardinality_error_unscaled": 7.1606, "test_class_error_unscaled": 20.321735977172853, "test_loss_bbox_unscaled": 0.052150261518359185, "test_loss_ce_unscaled": 0.41369340106248853, "test_loss_giou_unscaled": 0.3271581325173378, "test_coco_eval_bbox": [0.3541548010507846, 0.5618847363451848, 0.36619857983675597, 0.14144064015900473, 0.3815716822682461, 0.5674339179739579, 0.30271814513246054, 0.47798466578691945, 0.5123818904822146, 0.23437274060263122, 0.5568249477718171, 0.7764602659924591], "epoch": 63, "n_parameters": 127798368}
{"train_lr": 1.564618909519903e-05, "train_class_error": 15.789682005281524, "train_loss": 1.1080127299118152, "train_loss_bbox": 0.24813851042947055, "train_loss_ce": 0.2639432925996496, "train_loss_giou": 0.59593092709685, "train_cardinality_error_unscaled": 5.936781414851887, "train_class_error_unscaled": 15.789682005281524, "train_loss_bbox_unscaled": 0.049627702085087884, "train_loss_ce_unscaled": 0.2639432925996496, "train_loss_giou_unscaled": 0.297965463548425, "test_class_error": 21.720615895080567, "test_loss": 1.342819474029541, "test_loss_bbox": 0.2631004573345184, "test_loss_ce": 0.4186536265969276, "test_loss_giou": 0.6610653922080993, "test_cardinality_error_unscaled": 6.1182, "test_class_error_unscaled": 21.720615895080567, "test_loss_bbox_unscaled": 0.05262009144425392, "test_loss_ce_unscaled": 0.4186536265969276, "test_loss_giou_unscaled": 0.3305326961040497, "test_coco_eval_bbox": [0.34874426180540535, 0.5620922019874615, 0.35573546634254233, 0.1415941168487992, 0.37497860051730275, 0.560452632990799, 0.30306423863993337, 0.4775823516013841, 0.5125722666512932, 0.23234815519244997, 0.5552881622013714, 0.7914375424444419], "epoch": 64, "n_parameters": 127798368}
{"train_lr": 1.539296833288182e-05, "train_class_error": 15.642614453825402, "train_loss": 1.1018409231236996, "train_loss_bbox": 0.24628139372341093, "train_loss_ce": 0.26121664638876063, "train_loss_giou": 0.5943428827435823, "train_cardinality_error_unscaled": 5.913161098336264, "train_class_error_unscaled": 15.642614453825402, "train_loss_bbox_unscaled": 0.049256278758992786, "train_loss_ce_unscaled": 0.26121664638876063, "train_loss_giou_unscaled": 0.29717144137179113, "test_class_error": 21.175854251098635, "test_loss": 1.3474101955413817, "test_loss_bbox": 0.268364408993721, "test_loss_ce": 0.417940009701252, "test_loss_giou": 0.6611057730674743, "test_cardinality_error_unscaled": 6.1588, "test_class_error_unscaled": 21.175854251098635, "test_loss_bbox_unscaled": 0.05367288184762001, "test_loss_ce_unscaled": 0.417940009701252, "test_loss_giou_unscaled": 0.33055288653373716, "test_coco_eval_bbox": [0.3546721740968, 0.5659219016562703, 0.3634758627229443, 0.13820670404935184, 0.38230947565369844, 0.5742222816324918, 0.3008037574291229, 0.47385898508302093, 0.5088345804860901, 0.22479727832109636, 0.5596999080831703, 0.7826357341006124], "epoch": 65, "n_parameters": 127798368}
{"train_lr": 1.5138500550682019e-05, "train_class_error": 15.534403401009369, "train_loss": 1.0967147135732946, "train_loss_bbox": 0.2450518220885792, "train_loss_ce": 0.2593141203049818, "train_loss_giou": 0.592348771444656, "train_cardinality_error_unscaled": 5.9003364669281755, "train_class_error_unscaled": 15.534403401009369, "train_loss_bbox_unscaled": 0.04901036442605529, "train_loss_ce_unscaled": 0.2593141203049818, "train_loss_giou_unscaled": 0.296174385722328, "test_class_error": 22.017118744659424, "test_loss": 1.3385759965896606, "test_loss_bbox": 0.2608057987213135, "test_loss_ce": 0.4279079552829266, "test_loss_giou": 0.6498622408390046, "test_cardinality_error_unscaled": 5.748, "test_class_error_unscaled": 22.017118744659424, "test_loss_bbox_unscaled": 0.05216115979850292, "test_loss_ce_unscaled": 0.4279079552829266, "test_loss_giou_unscaled": 0.3249311204195023, "test_coco_eval_bbox": [0.3613591743623529, 0.5701808516927053, 0.37465186353524177, 0.14018858020575695, 0.3919622407384485, 0.5690727946320739, 0.3049721102901247, 0.4813288055991818, 0.5163664382120099, 0.22729132634166146, 0.5677426533030336, 0.7865810153476458], "epoch": 66, "n_parameters": 127798368}
{"train_lr": 1.4882897366591573e-05, "train_class_error": 15.377226736328526, "train_loss": 1.0932528650979945, "train_loss_bbox": 0.243875401384547, "train_loss_ce": 0.2572061632117782, "train_loss_giou": 0.5921713008229019, "train_cardinality_error_unscaled": 5.882726903827946, "train_class_error_unscaled": 15.377226736328526, "train_loss_bbox_unscaled": 0.048775080279277704, "train_loss_ce_unscaled": 0.2572061632117782, "train_loss_giou_unscaled": 0.29608565041145096, "test_class_error": 21.27286850280762, "test_loss": 1.3288626822471619, "test_loss_bbox": 0.2562861930608749, "test_loss_ce": 0.4251632369756699, "test_loss_giou": 0.6474132541179657, "test_cardinality_error_unscaled": 6.2816, "test_class_error_unscaled": 21.27286850280762, "test_loss_bbox_unscaled": 0.05125723867714405, "test_loss_ce_unscaled": 0.4251632369756699, "test_loss_giou_unscaled": 0.32370662705898284, "test_coco_eval_bbox": [0.3602834486839139, 0.5668817593511877, 0.3719046245784925, 0.14206351238653991, 0.38341194572565235, 0.5778588687470217, 0.30910048814415847, 0.4846773962983, 0.5195368770246517, 0.23235624090730952, 0.5637942549411469, 0.7927521229033455], "epoch": 67, "n_parameters": 127798368}
{"train_lr": 1.4626270896620345e-05, "train_class_error": 15.24548925828437, "train_loss": 1.0842937849644443, "train_loss_bbox": 0.24171765674957238, "train_loss_ce": 0.2547415725751526, "train_loss_giou": 0.5878345554163681, "train_cardinality_error_unscaled": 5.81547578790748, "train_class_error_unscaled": 15.24548925828437, "train_loss_bbox_unscaled": 0.048343531365510006, "train_loss_ce_unscaled": 0.2547415725751526, "train_loss_giou_unscaled": 0.29391727770818404, "test_class_error": 21.139890823364258, "test_loss": 1.3333070234298705, "test_loss_bbox": 0.25899199768304826, "test_loss_ce": 0.4176621659696102, "test_loss_giou": 0.6566528621673584, "test_cardinality_error_unscaled": 6.1066, "test_class_error_unscaled": 21.139890823364258, "test_loss_bbox_unscaled": 0.05179839968085289, "test_loss_ce_unscaled": 0.4176621659696102, "test_loss_giou_unscaled": 0.3283264310836792, "test_coco_eval_bbox": [0.3570331809993869, 0.5645688688096878, 0.36977732012725734, 0.13711616480414368, 0.38243511437677236, 0.5712458539151771, 0.3096072865005511, 0.48242691301211466, 0.5157255377393991, 0.22725820812305336, 0.5599621002081632, 0.7980185561096976], "epoch": 68, "n_parameters": 127798368}
{"train_lr": 1.436873370560436e-05, "train_class_error": 15.016735388754379, "train_loss": 1.0758637109645146, "train_loss_bbox": 0.23986352867314945, "train_loss_ce": 0.25248911559060727, "train_loss_giou": 0.583511066838069, "train_cardinality_error_unscaled": 5.823321046936291, "train_class_error_unscaled": 15.016735388754379, "train_loss_bbox_unscaled": 0.04797270573762806, "train_loss_ce_unscaled": 0.25248911559060727, "train_loss_giou_unscaled": 0.2917555334190345, "test_class_error": 20.76441014099121, "test_loss": 1.3153721506118774, "test_loss_bbox": 0.2537587193250656, "test_loss_ce": 0.41256110467910767, "test_loss_giou": 0.6490523258924484, "test_cardinality_error_unscaled": 6.384, "test_class_error_unscaled": 20.76441014099121, "test_loss_bbox_unscaled": 0.05075174381434917, "test_loss_ce_unscaled": 0.41256110467910767, "test_loss_giou_unscaled": 0.3245261629462242, "test_coco_eval_bbox": [0.3643069604153943, 0.5675947856101866, 0.3786962512536301, 0.14460124334381877, 0.38586705321295367, 0.5898048734089464, 0.30827083262951016, 0.48653425130728495, 0.5200340814124719, 0.22853917321854256, 0.564383379946851, 0.7998510877278846], "epoch": 69, "n_parameters": 127798368}
{"train_lr": 1.4110398757873266e-05, "train_class_error": 15.002038154456285, "train_loss": 1.0709369989764814, "train_loss_bbox": 0.23834323165057703, "train_loss_ce": 0.2519157118049115, "train_loss_giou": 0.5806780549875579, "train_cardinality_error_unscaled": 5.811460165020966, "train_class_error_unscaled": 15.002038154456285, "train_loss_bbox_unscaled": 0.04766864633941226, "train_loss_ce_unscaled": 0.2519157118049115, "train_loss_giou_unscaled": 0.29033902749377893, "test_class_error": 22.165061610412597, "test_loss": 1.3350619614124297, "test_loss_bbox": 0.2554728885889053, "test_loss_ce": 0.42852815026044844, "test_loss_giou": 0.6510609214544296, "test_cardinality_error_unscaled": 5.714, "test_class_error_unscaled": 22.165061610412597, "test_loss_bbox_unscaled": 0.0510945777028799, "test_loss_ce_unscaled": 0.42852815026044844, "test_loss_giou_unscaled": 0.3255304607272148, "test_coco_eval_bbox": [0.361725076424245, 0.5668749772460806, 0.3717775426467856, 0.13412136022995222, 0.3895675003532152, 0.5830517795429249, 0.3063525358529159, 0.4833359132124069, 0.5166048799573741, 0.21810981673822583, 0.5628123080447406, 0.8006414483412726], "epoch": 70, "n_parameters": 127798368}
{"train_lr": 1.3851379367684819e-05, "train_class_error": 14.883343913212336, "train_loss": 1.0654661472814744, "train_loss_bbox": 0.23757850996324564, "train_loss_ce": 0.24947525725742667, "train_loss_giou": 0.5784123799616608, "train_cardinality_error_unscaled": 5.7935039902610574, "train_class_error_unscaled": 14.883343913212336, "train_loss_bbox_unscaled": 0.04751570198655201, "train_loss_ce_unscaled": 0.24947525725742667, "train_loss_giou_unscaled": 0.2892061899808304, "test_class_error": 21.780438368988037, "test_loss": 1.334163872051239, "test_loss_bbox": 0.25862859222888945, "test_loss_ce": 0.4305734071075916, "test_loss_giou": 0.6449618707180024, "test_cardinality_error_unscaled": 5.7698, "test_class_error_unscaled": 21.780438368988037, "test_loss_bbox_unscaled": 0.051725718361139296, "test_loss_ce_unscaled": 0.4305734071075916, "test_loss_giou_unscaled": 0.3224809353590012, "test_coco_eval_bbox": [0.3611392231873258, 0.5674996949045592, 0.3717420627903687, 0.14248869253736896, 0.3843530091971331, 0.5847804445134985, 0.3072413614035166, 0.48369428472873777, 0.5188030510520557, 0.23268876391492743, 0.5607166197859079, 0.7958368055843679], "epoch": 71, "n_parameters": 127798368}
{"train_lr": 1.359178914948346e-05, "train_class_error": 14.52028341966054, "train_loss": 1.0546738079431721, "train_loss_bbox": 0.2352800175822726, "train_loss_ce": 0.24572588504570095, "train_loss_giou": 0.5736679054215201, "train_cardinality_error_unscaled": 5.779022386040849, "train_class_error_unscaled": 14.52028341966054, "train_loss_bbox_unscaled": 0.04705600351993139, "train_loss_ce_unscaled": 0.24572588504570095, "train_loss_giou_unscaled": 0.28683395271076007, "test_class_error": 21.24386315383911, "test_loss": 1.3254299459934236, "test_loss_bbox": 0.2535106525182724, "test_loss_ce": 0.42343087646961214, "test_loss_giou": 0.6484884157896041, "test_cardinality_error_unscaled": 5.9724, "test_class_error_unscaled": 21.24386315383911, "test_loss_bbox_unscaled": 0.050702130481600764, "test_loss_ce_unscaled": 0.42343087646961214, "test_loss_giou_unscaled": 0.3242442078948021, "test_coco_eval_bbox": [0.35720588559099326, 0.5668039413191818, 0.3653461418231539, 0.13559288002326914, 0.3864716804848551, 0.5748563095397555, 0.30416036420049836, 0.4806016687164425, 0.5164735057731519, 0.227605319300734, 0.5626835496363138, 0.7900632556438353], "epoch": 72, "n_parameters": 127798368}
{"train_lr": 1.3331741968138154e-05, "train_class_error": 14.437546607558918, "train_loss": 1.0517919584252138, "train_loss_bbox": 0.23511542503864488, "train_loss_ce": 0.244174260873991, "train_loss_giou": 0.572502272325759, "train_cardinality_error_unscaled": 5.734284120113621, "train_class_error_unscaled": 14.437546607558918, "train_loss_bbox_unscaled": 0.04702308499838174, "train_loss_ce_unscaled": 0.244174260873991, "train_loss_giou_unscaled": 0.2862511361628795, "test_class_error": 22.344793102264404, "test_loss": 1.3249527447223663, "test_loss_bbox": 0.2542553750514984, "test_loss_ce": 0.4279059902071953, "test_loss_giou": 0.64279137840271, "test_cardinality_error_unscaled": 5.6306, "test_class_error_unscaled": 22.344793102264404, "test_loss_bbox_unscaled": 0.05085107502043247, "test_loss_ce_unscaled": 0.4279059902071953, "test_loss_giou_unscaled": 0.321395689201355, "test_coco_eval_bbox": [0.3621082834973035, 0.5721379384870453, 0.37236718475313363, 0.14246762252948394, 0.38685880286694485, 0.5881974618999725, 0.3094655721407389, 0.4872564345710311, 0.5226187000175414, 0.23748769614562712, 0.5701299613245706, 0.7993997480935383], "epoch": 73, "n_parameters": 127798368}
{"train_lr": 1.3071351888930855e-05, "train_class_error": 14.366380173315397, "train_loss": 1.0471243976047102, "train_loss_bbox": 0.2335259299768125, "train_loss_ce": 0.2434138258413714, "train_loss_giou": 0.5701846418249483, "train_cardinality_error_unscaled": 5.744369674015961, "train_class_error_unscaled": 14.366380173315397, "train_loss_bbox_unscaled": 0.04670518601052972, "train_loss_ce_unscaled": 0.2434138258413714, "train_loss_giou_unscaled": 0.28509232091247416, "test_class_error": 20.68146523666382, "test_loss": 1.3055343200206757, "test_loss_bbox": 0.2539421812415123, "test_loss_ce": 0.4142437938094139, "test_loss_giou": 0.6373483450889588, "test_cardinality_error_unscaled": 5.9844, "test_class_error_unscaled": 20.68146523666382, "test_loss_bbox_unscaled": 0.050788436260819435, "test_loss_ce_unscaled": 0.4142437938094139, "test_loss_giou_unscaled": 0.3186741725444794, "test_coco_eval_bbox": [0.36986239068603716, 0.5746532006849152, 0.384913848704806, 0.14914625467023576, 0.3954366109959862, 0.5884738049597381, 0.3129392216724501, 0.489836435646379, 0.5221152038765404, 0.2375137293001049, 0.5718114296612012, 0.7938826439567529], "epoch": 74, "n_parameters": 127798368}
{"train_lr": 1.2810733127551601e-05, "train_class_error": 14.250666807908159, "train_loss": 1.0440700324316494, "train_loss_bbox": 0.2332024111392436, "train_loss_ce": 0.24155221804502802, "train_loss_giou": 0.5693154037149917, "train_cardinality_error_unscaled": 5.678268294332477, "train_class_error_unscaled": 14.250666807908159, "train_loss_bbox_unscaled": 0.04664048221706538, "train_loss_ce_unscaled": 0.24155221804502802, "train_loss_giou_unscaled": 0.28465770185749584, "test_class_error": 21.33206905670166, "test_loss": 1.2992338479995726, "test_loss_bbox": 0.251409150326252, "test_loss_ce": 0.4136215989589691, "test_loss_giou": 0.6342030993700027, "test_cardinality_error_unscaled": 5.7158, "test_class_error_unscaled": 21.33206905670166, "test_loss_bbox_unscaled": 0.05028183014690876, "test_loss_ce_unscaled": 0.4136215989589691, "test_loss_giou_unscaled": 0.31710154968500137, "test_coco_eval_bbox": [0.37264102920029923, 0.5805024115205366, 0.386728514413868, 0.14950550782720273, 0.4017788292727501, 0.5919152790551278, 0.3141089983920262, 0.49430569685212006, 0.5286323589639991, 0.24322341607590814, 0.5741392959820222, 0.7972811560202321], "epoch": 75, "n_parameters": 127798368}
{"train_lr": 1.255000000000006e-05, "train_class_error": 14.092181059563739, "train_loss": 1.0379486585641349, "train_loss_bbox": 0.23213021989257235, "train_loss_ce": 0.23961522202811814, "train_loss_giou": 0.5662032164599009, "train_cardinality_error_unscaled": 5.67824293250372, "train_class_error_unscaled": 14.092181059563739, "train_loss_bbox_unscaled": 0.04642604398151264, "train_loss_ce_unscaled": 0.23961522202811814, "train_loss_giou_unscaled": 0.28310160822995045, "test_class_error": 20.534553273010253, "test_loss": 1.3188171627998353, "test_loss_bbox": 0.25325159385204316, "test_loss_ce": 0.42772694064378736, "test_loss_giou": 0.6378386321306229, "test_cardinality_error_unscaled": 5.953, "test_class_error_unscaled": 20.534553273010253, "test_loss_bbox_unscaled": 0.05065031881332398, "test_loss_ce_unscaled": 0.42772694064378736, "test_loss_giou_unscaled": 0.31891931606531143, "test_coco_eval_bbox": [0.36909833037422657, 0.5734218411827587, 0.383905950105558, 0.1502341543929782, 0.3973076365437161, 0.5825619806885599, 0.31029054797486455, 0.49007401601847506, 0.5226499322094853, 0.2412478014193618, 0.571239746199833, 0.7845508583176735], "epoch": 76, "n_parameters": 127798368}
{"train_lr": 1.2289266872448902e-05, "train_class_error": 14.067611881800728, "train_loss": 1.034529282655136, "train_loss_bbox": 0.2301312487183929, "train_loss_ce": 0.23808236532031696, "train_loss_giou": 0.5663156682376237, "train_cardinality_error_unscaled": 5.6296750304341945, "train_class_error_unscaled": 14.067611881800728, "train_loss_bbox_unscaled": 0.04602624974370378, "train_loss_ce_unscaled": 0.23808236532031696, "train_loss_giou_unscaled": 0.28315783411881185, "test_class_error": 20.808687714385986, "test_loss": 1.2986830637454987, "test_loss_bbox": 0.24927302162647247, "test_loss_ce": 0.41820727615356446, "test_loss_giou": 0.6312027679443359, "test_cardinality_error_unscaled": 5.9234, "test_class_error_unscaled": 20.808687714385986, "test_loss_bbox_unscaled": 0.04985460430085659, "test_loss_ce_unscaled": 0.41820727615356446, "test_loss_giou_unscaled": 0.31560138397216797, "test_coco_eval_bbox": [0.3744428568567424, 0.583242375471156, 0.38813553623526786, 0.15444741205394766, 0.40179455209292037, 0.5915106897195315, 0.3174946344833167, 0.49771121089015224, 0.5330348010010116, 0.2517006550956526, 0.5785458994205323, 0.8022614918191654], "epoch": 77, "n_parameters": 127798368}
{"train_lr": 1.2028648111069889e-05, "train_class_error": 13.960829937746668, "train_loss": 1.0237096925698805, "train_loss_bbox": 0.22725812457607705, "train_loss_ce": 0.2363844317051872, "train_loss_giou": 0.5600671362941592, "train_cardinality_error_unscaled": 5.632507101312052, "train_class_error_unscaled": 13.960829937746668, "train_loss_bbox_unscaled": 0.04545162490397857, "train_loss_ce_unscaled": 0.2363844317051872, "train_loss_giou_unscaled": 0.2800335681470796, "test_class_error": 21.535076147460938, "test_loss": 1.2970374293804168, "test_loss_bbox": 0.24534304294586182, "test_loss_ce": 0.42651312987804413, "test_loss_giou": 0.6251812530279159, "test_cardinality_error_unscaled": 5.7312, "test_class_error_unscaled": 21.535076147460938, "test_loss_bbox_unscaled": 0.04906860871016979, "test_loss_ce_unscaled": 0.42651312987804413, "test_loss_giou_unscaled": 0.31259062651395797, "test_coco_eval_bbox": [0.37085592159689595, 0.5779978403789503, 0.3843602803847489, 0.16031741906311286, 0.4044604977225381, 0.5883879815707587, 0.31553836967578064, 0.4977561545118452, 0.5326844940788958, 0.2539671097896382, 0.5787932836226796, 0.8057426727012015], "epoch": 78, "n_parameters": 127798368}
{"train_lr": 1.1768258031861033e-05, "train_class_error": 13.825768572155749, "train_loss": 1.0166739355180658, "train_loss_bbox": 0.22612085689630687, "train_loss_ce": 0.23369932138843139, "train_loss_giou": 0.5568537569076859, "train_cardinality_error_unscaled": 5.625236710401731, "train_class_error_unscaled": 13.825768572155749, "train_loss_bbox_unscaled": 0.04522417137611203, "train_loss_ce_unscaled": 0.23369932138843139, "train_loss_giou_unscaled": 0.27842687845384295, "test_class_error": 21.032351094818114, "test_loss": 1.299412513256073, "test_loss_bbox": 0.24809757784605027, "test_loss_ce": 0.4198921132981777, "test_loss_giou": 0.6314228219747543, "test_cardinality_error_unscaled": 5.6868, "test_class_error_unscaled": 21.032351094818114, "test_loss_bbox_unscaled": 0.04961951561570167, "test_loss_ce_unscaled": 0.4198921132981777, "test_loss_giou_unscaled": 0.31571141098737715, "test_coco_eval_bbox": [0.3748089419974607, 0.581471565863481, 0.3919569779950456, 0.14923124415466082, 0.4050735314834261, 0.5920455748854505, 0.312719434626092, 0.4945283526220191, 0.5290289022648633, 0.24114446859612093, 0.5748106266433594, 0.8045037453761261], "epoch": 79, "n_parameters": 127798368}
{"train_lr": 1.1508210850514856e-05, "train_class_error": 13.514326397530622, "train_loss": 1.0123644544958794, "train_loss_bbox": 0.22554196946974958, "train_loss_ce": 0.23068531467199496, "train_loss_giou": 0.5561371705897055, "train_cardinality_error_unscaled": 5.57663499256053, "train_class_error_unscaled": 13.514326397530622, "train_loss_bbox_unscaled": 0.045108393898636134, "train_loss_ce_unscaled": 0.23068531467199496, "train_loss_giou_unscaled": 0.27806858529485273, "test_class_error": 21.82111218109131, "test_loss": 1.302147663116455, "test_loss_bbox": 0.24527344241142274, "test_loss_ce": 0.4322972789287567, "test_loss_giou": 0.6245769444227218, "test_cardinality_error_unscaled": 5.2492, "test_class_error_unscaled": 21.82111218109131, "test_loss_bbox_unscaled": 0.049054688486456874, "test_loss_ce_unscaled": 0.4322972789287567, "test_loss_giou_unscaled": 0.3122884722113609, "test_coco_eval_bbox": [0.37406485798942063, 0.582819574390637, 0.3891769884083665, 0.1553227206786926, 0.404112288048788, 0.5846284055717725, 0.31387925697320024, 0.49302670486333144, 0.5267516994238817, 0.24098907731193397, 0.56985166655778, 0.8002817774883877], "epoch": 80, "n_parameters": 127798368}
{"train_lr": 1.1248620632315419e-05, "train_class_error": 13.596219334408216, "train_loss": 1.0081289852183903, "train_loss_bbox": 0.22428167284131614, "train_loss_ce": 0.23083712628015376, "train_loss_giou": 0.5530101864387181, "train_cardinality_error_unscaled": 5.567411740835926, "train_class_error_unscaled": 13.596219334408216, "train_loss_bbox_unscaled": 0.04485633457955046, "train_loss_ce_unscaled": 0.23083712628015376, "train_loss_giou_unscaled": 0.27650509321935907, "test_class_error": 20.65789197692871, "test_loss": 1.2979190005779266, "test_loss_bbox": 0.2454029460668564, "test_loss_ce": 0.42376665929555896, "test_loss_giou": 0.6287493947982788, "test_cardinality_error_unscaled": 5.9422, "test_class_error_unscaled": 20.65789197692871, "test_loss_bbox_unscaled": 0.04908058926165104, "test_loss_ce_unscaled": 0.42376665929555896, "test_loss_giou_unscaled": 0.3143746973991394, "test_coco_eval_bbox": [0.3711177289039232, 0.5808531095584912, 0.3836509909202379, 0.14994340162164793, 0.40242689538047816, 0.5901990381677852, 0.31415974233661054, 0.4966224239700118, 0.5313504536562895, 0.24735383145836695, 0.5788429627897562, 0.7994780702861058], "epoch": 81, "n_parameters": 127798368}
{"train_lr": 1.098960124212641e-05, "train_class_error": 13.561015402498352, "train_loss": 1.0051346462359532, "train_loss_bbox": 0.22365832543404954, "train_loss_ce": 0.2313982096742438, "train_loss_giou": 0.5500781114947468, "train_cardinality_error_unscaled": 5.5970005410523465, "train_class_error_unscaled": 13.561015402498352, "train_loss_bbox_unscaled": 0.04473166508248901, "train_loss_ce_unscaled": 0.2313982096742438, "train_loss_giou_unscaled": 0.2750390557473734, "test_class_error": 20.673038816070555, "test_loss": 1.2965543559074402, "test_loss_bbox": 0.244901431953907, "test_loss_ce": 0.4323244290947914, "test_loss_giou": 0.6193284961462021, "test_cardinality_error_unscaled": 5.8298, "test_class_error_unscaled": 20.673038816070555, "test_loss_bbox_unscaled": 0.048980286446213724, "test_loss_ce_unscaled": 0.4323244290947914, "test_loss_giou_unscaled": 0.30966424807310106, "test_coco_eval_bbox": [0.378311283935151, 0.5834088717118725, 0.3944372405646581, 0.16049946003010307, 0.40894181518714295, 0.5936747205408739, 0.3181469798432658, 0.500904100971317, 0.5363502538602921, 0.2634622108049008, 0.5816026156131485, 0.8001828306716138], "epoch": 82, "n_parameters": 127798368}
{"train_lr": 1.0731266294397965e-05, "train_class_error": 13.373228625775223, "train_loss": 0.9964845206713976, "train_loss_bbox": 0.22181343560793734, "train_loss_ce": 0.22774910420833422, "train_loss_giou": 0.5469219807556069, "train_cardinality_error_unscaled": 5.525412552414446, "train_class_error_unscaled": 13.373228625775223, "train_loss_bbox_unscaled": 0.044362687114255804, "train_loss_ce_unscaled": 0.22774910420833422, "train_loss_giou_unscaled": 0.27346099037780347, "test_class_error": 21.532818641662598, "test_loss": 1.293470958185196, "test_loss_bbox": 0.24346636070013047, "test_loss_ce": 0.4341700982689857, "test_loss_giou": 0.6158344985961914, "test_cardinality_error_unscaled": 5.2962, "test_class_error_unscaled": 21.532818641662598, "test_loss_bbox_unscaled": 0.04869327223300934, "test_loss_ce_unscaled": 0.4341700982689857, "test_loss_giou_unscaled": 0.3079172492980957, "test_coco_eval_bbox": [0.38010067773702644, 0.588712270295555, 0.3970130070432749, 0.15929945122837977, 0.41102221806685657, 0.5942618949432067, 0.31823771844054377, 0.5010465847832851, 0.5359694856098599, 0.25280608046844566, 0.5830378821573212, 0.8010069577138473], "epoch": 83, "n_parameters": 127798368}
{"train_lr": 1.0473729103382916e-05, "train_class_error": 13.241288622161234, "train_loss": 0.9908048595306468, "train_loss_bbox": 0.2197207499592267, "train_loss_ce": 0.2251520051256711, "train_loss_giou": 0.5459321044369309, "train_cardinality_error_unscaled": 5.483599350737184, "train_class_error_unscaled": 13.241288622161234, "train_loss_bbox_unscaled": 0.043944149988091326, "train_loss_ce_unscaled": 0.2251520051256711, "train_loss_giou_unscaled": 0.2729660522184654, "test_class_error": 21.100379446411132, "test_loss": 1.2894765728473663, "test_loss_bbox": 0.24356672630310058, "test_loss_ce": 0.4280310538589954, "test_loss_giou": 0.617878793978691, "test_cardinality_error_unscaled": 5.7434, "test_class_error_unscaled": 21.100379446411132, "test_loss_bbox_unscaled": 0.04871334525644779, "test_loss_ce_unscaled": 0.4280310538589954, "test_loss_giou_unscaled": 0.3089393969893455, "test_coco_eval_bbox": [0.3773727091696824, 0.5854537327283603, 0.39247337395261994, 0.16035197075201998, 0.4099591288618592, 0.5884815852351025, 0.3180881463145356, 0.5030123754612542, 0.5386344068964106, 0.2572447832435985, 0.5866914286167854, 0.7954259903414354], "epoch": 84, "n_parameters": 127798368}
{"train_lr": 1.0217102633408534e-05, "train_class_error": 13.107626510959637, "train_loss": 0.9852790325964705, "train_loss_bbox": 0.21852578632367264, "train_loss_ce": 0.22284228703714823, "train_loss_giou": 0.5439109589421313, "train_cardinality_error_unscaled": 5.4248698092790475, "train_class_error_unscaled": 13.107626510959637, "train_loss_bbox_unscaled": 0.04370515726065299, "train_loss_ce_unscaled": 0.22284228703714823, "train_loss_giou_unscaled": 0.27195547947106563, "test_class_error": 22.19882304763794, "test_loss": 1.3053883194923401, "test_loss_bbox": 0.24201645271778108, "test_loss_ce": 0.45036942219734194, "test_loss_giou": 0.613002444434166, "test_cardinality_error_unscaled": 5.0556, "test_class_error_unscaled": 22.19882304763794, "test_loss_bbox_unscaled": 0.04840329053401947, "test_loss_ce_unscaled": 0.45036942219734194, "test_loss_giou_unscaled": 0.306501222217083, "test_coco_eval_bbox": [0.3797703186932333, 0.5859630502373971, 0.3957876716405408, 0.1571311323397225, 0.41047371774822794, 0.5961565032621645, 0.32035351534662626, 0.5059365752768533, 0.5418391952013951, 0.24960846362177913, 0.5888119575804178, 0.8086074785422609], "epoch": 85, "n_parameters": 127798368}
{"train_lr": 9.96149944931815e-06, "train_class_error": 12.997760489040825, "train_loss": 0.9790523226220343, "train_loss_bbox": 0.21774304183153392, "train_loss_ce": 0.22150123706454053, "train_loss_giou": 0.5398080436222836, "train_cardinality_error_unscaled": 5.43509908021101, "train_class_error_unscaled": 12.997760489040825, "train_loss_bbox_unscaled": 0.04354860836151979, "train_loss_ce_unscaled": 0.22150123706454053, "train_loss_giou_unscaled": 0.2699040218111418, "test_class_error": 20.517336696624756, "test_loss": 1.2794039214611053, "test_loss_bbox": 0.23983583081960677, "test_loss_ce": 0.43206290801763536, "test_loss_giou": 0.6075051816225052, "test_cardinality_error_unscaled": 5.927, "test_class_error_unscaled": 20.517336696624756, "test_loss_bbox_unscaled": 0.04796716611087322, "test_loss_ce_unscaled": 0.43206290801763536, "test_loss_giou_unscaled": 0.3037525908112526, "test_coco_eval_bbox": [0.3854738115995881, 0.5945372228303899, 0.4002433833738145, 0.16094979442259547, 0.41864862866656105, 0.598218693995358, 0.32040402230853865, 0.506772281033649, 0.5421199204707549, 0.26154336440147713, 0.588204269361877, 0.8057781075450048], "epoch": 86, "n_parameters": 127798368}
{"train_lr": 9.707031667122443e-06, "train_class_error": 12.97653238460206, "train_loss": 0.9788420091486584, "train_loss_bbox": 0.2178827331732844, "train_loss_ce": 0.2208142817607705, "train_loss_giou": 0.5401449941993606, "train_cardinality_error_unscaled": 5.43385635060192, "train_class_error_unscaled": 12.97653238460206, "train_loss_bbox_unscaled": 0.04357654660417128, "train_loss_ce_unscaled": 0.2208142817607705, "train_loss_giou_unscaled": 0.2700724970996803, "test_class_error": 20.649117408752442, "test_loss": 1.2791083584308625, "test_loss_bbox": 0.24079332011938095, "test_loss_ce": 0.4311342620432377, "test_loss_giou": 0.6071807735681534, "test_cardinality_error_unscaled": 5.5108, "test_class_error_unscaled": 20.649117408752442, "test_loss_bbox_unscaled": 0.04815866406559944, "test_loss_ce_unscaled": 0.4311342620432377, "test_loss_giou_unscaled": 0.3035903867840767, "test_coco_eval_bbox": [0.383920562446939, 0.5908033116021613, 0.40122115113624485, 0.16741401370752607, 0.41388201833176835, 0.5954563834202202, 0.3212874783279904, 0.5058373711822257, 0.539071648265055, 0.2549550737809808, 0.582854224388173, 0.8034001485700297], "epoch": 87, "n_parameters": 127798368}
{"train_lr": 9.453810904796488e-06, "train_class_error": 12.72733307923191, "train_loss": 0.9658388118834678, "train_loss_bbox": 0.2147442075196766, "train_loss_ce": 0.2175739183005343, "train_loss_giou": 0.5335206857025946, "train_cardinality_error_unscaled": 5.411022250777763, "train_class_error_unscaled": 12.72733307923191, "train_loss_bbox_unscaled": 0.042948841493983404, "train_loss_ce_unscaled": 0.2175739183005343, "train_loss_giou_unscaled": 0.2667603428512973, "test_class_error": 21.518388902282716, "test_loss": 1.2891747668266296, "test_loss_bbox": 0.24163115701675414, "test_loss_ce": 0.43938096863627435, "test_loss_giou": 0.6081626392126084, "test_cardinality_error_unscaled": 5.2162, "test_class_error_unscaled": 21.518388902282716, "test_loss_bbox_unscaled": 0.048326231423020366, "test_loss_ce_unscaled": 0.43938096863627435, "test_loss_giou_unscaled": 0.3040813196063042, "test_coco_eval_bbox": [0.38446790905806444, 0.5943471197718563, 0.39954183070064037, 0.16778993841316567, 0.41391400726481575, 0.6024117157167315, 0.32026487322507724, 0.5046310062027378, 0.5399647538428379, 0.2735323364359201, 0.5830439505728559, 0.8006887588603804], "epoch": 88, "n_parameters": 127798368}
{"train_lr": 9.201948233339458e-06, "train_class_error": 12.674153627601767, "train_loss": 0.9642239531471138, "train_loss_bbox": 0.21341483981922887, "train_loss_ce": 0.2173273523867102, "train_loss_giou": 0.5334817610013901, "train_cardinality_error_unscaled": 5.412400243473556, "train_class_error_unscaled": 12.674153627601767, "train_loss_bbox_unscaled": 0.042682967965407846, "train_loss_ce_unscaled": 0.2173273523867102, "train_loss_giou_unscaled": 0.26674088050069505, "test_class_error": 21.458313681030273, "test_loss": 1.293428806591034, "test_loss_bbox": 0.2389637571334839, "test_loss_ce": 0.4459639471411705, "test_loss_giou": 0.608501100063324, "test_cardinality_error_unscaled": 5.2596, "test_class_error_unscaled": 21.458313681030273, "test_loss_bbox_unscaled": 0.04779275140464306, "test_loss_ce_unscaled": 0.4459639471411705, "test_loss_giou_unscaled": 0.304250550031662, "test_coco_eval_bbox": [0.3860379516672498, 0.5905812933395094, 0.40469402583607184, 0.16513014685611807, 0.416980484122696, 0.595757747902451, 0.32196632639181916, 0.507139925685288, 0.5426269495499583, 0.25786378807572935, 0.5917515564645959, 0.8050002559745859], "epoch": 89, "n_parameters": 127798368}
{"train_lr": 8.951554128041339e-06, "train_class_error": 12.562581516031353, "train_loss": 0.9594915662649663, "train_loss_bbox": 0.21258395722108944, "train_loss_ce": 0.21561687390940926, "train_loss_giou": 0.5312907349564671, "train_cardinality_error_unscaled": 5.410785540376032, "train_class_error_unscaled": 12.562581516031353, "train_loss_bbox_unscaled": 0.04251679144023712, "train_loss_ce_unscaled": 0.21561687390940926, "train_loss_giou_unscaled": 0.26564536747823353, "test_class_error": 20.939378394317625, "test_loss": 1.2837139748573303, "test_loss_bbox": 0.23726517347097398, "test_loss_ce": 0.4463037487089634, "test_loss_giou": 0.6001450544118881, "test_cardinality_error_unscaled": 5.641, "test_class_error_unscaled": 20.939378394317625, "test_loss_bbox_unscaled": 0.04745303465127945, "test_loss_ce_unscaled": 0.4463037487089634, "test_loss_giou_unscaled": 0.3000725272059441, "test_coco_eval_bbox": [0.38567567468087355, 0.5932767728819776, 0.40515706493838527, 0.1651408410636202, 0.41774878593192355, 0.5988332958206452, 0.3239179731445146, 0.5093893013420171, 0.545853177901624, 0.26225590100887985, 0.5916495977181139, 0.8091519660126265], "epoch": 90, "n_parameters": 127798368}
{"train_lr": 8.702738420032323e-06, "train_class_error": 12.36504201767781, "train_loss": 0.9539026212409274, "train_loss_bbox": 0.21173222709220896, "train_loss_ce": 0.21297279422394513, "train_loss_giou": 0.5291975997670544, "train_cardinality_error_unscaled": 5.367602799945895, "train_class_error_unscaled": 12.36504201767781, "train_loss_bbox_unscaled": 0.04234644542232178, "train_loss_ce_unscaled": 0.21297279422394513, "train_loss_giou_unscaled": 0.2645987998835272, "test_class_error": 20.981750912475587, "test_loss": 1.2752973534107208, "test_loss_bbox": 0.23472159482240676, "test_loss_ce": 0.4381789480149746, "test_loss_giou": 0.6023968122243881, "test_cardinality_error_unscaled": 5.7486, "test_class_error_unscaled": 20.981750912475587, "test_loss_bbox_unscaled": 0.046944318982958796, "test_loss_ce_unscaled": 0.4381789480149746, "test_loss_giou_unscaled": 0.30119840611219406, "test_coco_eval_bbox": [0.3878619865688038, 0.5949139274386243, 0.4053740142304069, 0.16306463910429253, 0.418276867875968, 0.60453115421268, 0.32424096075277586, 0.512486116851506, 0.5484428872130774, 0.2574688811843833, 0.595454815826513, 0.8190747735390072], "epoch": 91, "n_parameters": 127798368}
{"train_lr": 8.455610248105828e-06, "train_class_error": 12.391568108661465, "train_loss": 0.9492096354537156, "train_loss_bbox": 0.20997426943317102, "train_loss_ce": 0.21221983065695402, "train_loss_giou": 0.5270155355607392, "train_cardinality_error_unscaled": 5.3745603949682135, "train_class_error_unscaled": 12.391568108661465, "train_loss_bbox_unscaled": 0.04199485385738314, "train_loss_ce_unscaled": 0.21221983065695402, "train_loss_giou_unscaled": 0.2635077677803696, "test_class_error": 21.36967600326538, "test_loss": 1.2920005603313447, "test_loss_bbox": 0.23726700257062913, "test_loss_ce": 0.44883944104909895, "test_loss_giou": 0.6058941142082215, "test_cardinality_error_unscaled": 5.118, "test_class_error_unscaled": 21.36967600326538, "test_loss_bbox_unscaled": 0.04745340046286583, "test_loss_ce_unscaled": 0.44883944104909895, "test_loss_giou_unscaled": 0.30294705710411074, "test_coco_eval_bbox": [0.3866484588248444, 0.5945219282466268, 0.4019195216738859, 0.16230870590566632, 0.42071471226179163, 0.5989632715522406, 0.32284825634108183, 0.5099062219098641, 0.5442267042534685, 0.25056183167453167, 0.5946135303954998, 0.8113904765857953], "epoch": 92, "n_parameters": 127798368}
{"train_lr": 8.210278010844839e-06, "train_class_error": 12.33930446407267, "train_loss": 0.9473277445467854, "train_loss_bbox": 0.20950200819270176, "train_loss_ce": 0.2117031847617323, "train_loss_giou": 0.5261225518003967, "train_cardinality_error_unscaled": 5.3470089949952655, "train_class_error_unscaled": 12.33930446407267, "train_loss_bbox_unscaled": 0.04190040164624993, "train_loss_ce_unscaled": 0.2117031847617323, "train_loss_giou_unscaled": 0.26306127590019834, "test_class_error": 20.932626943206788, "test_loss": 1.2798373647212982, "test_loss_bbox": 0.23731032693386078, "test_loss_ce": 0.43800809170305727, "test_loss_giou": 0.6045189467668534, "test_cardinality_error_unscaled": 5.5068, "test_class_error_unscaled": 20.932626943206788, "test_loss_bbox_unscaled": 0.04746206534802914, "test_loss_ce_unscaled": 0.43800809170305727, "test_loss_giou_unscaled": 0.3022594733834267, "test_coco_eval_bbox": [0.3904379577391781, 0.5969844301851801, 0.4089385020913737, 0.1667319477754173, 0.42440757576523674, 0.6007046839528944, 0.32684745675085547, 0.5143794871401203, 0.5525694369491541, 0.2644316494410536, 0.6020895502866748, 0.810224358904041], "epoch": 93, "n_parameters": 127798368}
{"train_lr": 7.966849319074362e-06, "train_class_error": 12.172909886882477, "train_loss": 0.939602049879642, "train_loss_bbox": 0.2082550007142968, "train_loss_ce": 0.20918564991157537, "train_loss_giou": 0.5221613990695966, "train_cardinality_error_unscaled": 5.336213309887731, "train_class_error_unscaled": 12.172909886882477, "train_loss_bbox_unscaled": 0.04165100012728903, "train_loss_ce_unscaled": 0.20918564991157537, "train_loss_giou_unscaled": 0.2610806995347983, "test_class_error": 21.197365438842773, "test_loss": 1.2682326045036316, "test_loss_bbox": 0.23250456054210664, "test_loss_ce": 0.44233743875026704, "test_loss_giou": 0.593390604877472, "test_cardinality_error_unscaled": 5.4522, "test_class_error_unscaled": 21.197365438842773, "test_loss_bbox_unscaled": 0.04650091223120689, "test_loss_ce_unscaled": 0.44233743875026704, "test_loss_giou_unscaled": 0.296695302438736, "test_coco_eval_bbox": [0.3920088591011979, 0.5974798064444972, 0.4137860390342534, 0.1759901629334821, 0.42474542464618276, 0.5959476508106273, 0.32400747262576374, 0.5131944581856569, 0.5502568377971148, 0.2725748058744276, 0.5952224932591247, 0.8097813480900595], "epoch": 94, "n_parameters": 127798368}
{"train_lr": 7.725430948669309e-06, "train_class_error": 11.995061281261757, "train_loss": 0.9351685530626127, "train_loss_bbox": 0.20766806512180175, "train_loss_ce": 0.20730627896984763, "train_loss_giou": 0.5201942086780118, "train_cardinality_error_unscaled": 5.318350128499932, "train_class_error_unscaled": 11.995061281261757, "train_loss_bbox_unscaled": 0.04153361301898128, "train_loss_ce_unscaled": 0.20730627896984763, "train_loss_giou_unscaled": 0.2600971043390059, "test_class_error": 21.35400484161377, "test_loss": 1.27465605802536, "test_loss_bbox": 0.2324306036710739, "test_loss_ce": 0.4472153555572033, "test_loss_giou": 0.5950100975036621, "test_cardinality_error_unscaled": 5.2638, "test_class_error_unscaled": 21.35400484161377, "test_loss_bbox_unscaled": 0.04648612071275711, "test_loss_ce_unscaled": 0.4472153555572033, "test_loss_giou_unscaled": 0.29750504875183104, "test_coco_eval_bbox": [0.39177452611638097, 0.5981373385813987, 0.41079310764992893, 0.16417653573804786, 0.4238291493358362, 0.6020495589487833, 0.32281738752425937, 0.5114842709446671, 0.5481480687325327, 0.2628149839579968, 0.5939096995481387, 0.8083231473096825], "epoch": 95, "n_parameters": 127798368}
{"train_lr": 7.486128793708898e-06, "train_class_error": 11.87890876914883, "train_loss": 0.9305674151386313, "train_loss_bbox": 0.20633302307610227, "train_loss_ce": 0.2053244115375854, "train_loss_giou": 0.5189099804969775, "train_cardinality_error_unscaled": 5.275412552414446, "train_class_error_unscaled": 11.87890876914883, "train_loss_bbox_unscaled": 0.041266604613633184, "train_loss_ce_unscaled": 0.2053244115375854, "train_loss_giou_unscaled": 0.2594549902484887, "test_class_error": 21.5643489944458, "test_loss": 1.2967416756629944, "test_loss_bbox": 0.2348382644057274, "test_loss_ce": 0.4610356094121933, "test_loss_giou": 0.600867803478241, "test_cardinality_error_unscaled": 4.9844, "test_class_error_unscaled": 21.5643489944458, "test_loss_bbox_unscaled": 0.046967652893066404, "test_loss_ce_unscaled": 0.4610356094121933, "test_loss_giou_unscaled": 0.3004339017391205, "test_coco_eval_bbox": [0.39106736959874716, 0.5958319127013226, 0.41041859897446636, 0.17036765757671724, 0.4231143224047623, 0.6048316795866461, 0.3267880478287289, 0.5161893101759722, 0.5520660366831416, 0.26763397232479436, 0.5982924278363251, 0.8154059220994726], "epoch": 96, "n_parameters": 127798368}
{"train_lr": 7.2490478200134515e-06, "train_class_error": 11.783203877213358, "train_loss": 0.9258666384869946, "train_loss_bbox": 0.20462583204617718, "train_loss_ce": 0.20398054476630864, "train_loss_giou": 0.5172602618903014, "train_cardinality_error_unscaled": 5.261835520086568, "train_class_error_unscaled": 11.783203877213358, "train_loss_bbox_unscaled": 0.040925166432968854, "train_loss_ce_unscaled": 0.20398054476630864, "train_loss_giou_unscaled": 0.2586301309451507, "test_class_error": 21.517949224853517, "test_loss": 1.280717493867874, "test_loss_bbox": 0.2310448060154915, "test_loss_ce": 0.45568877201676367, "test_loss_giou": 0.5939839154243469, "test_cardinality_error_unscaled": 4.9618, "test_class_error_unscaled": 21.517949224853517, "test_loss_bbox_unscaled": 0.046208961150050167, "test_loss_ce_unscaled": 0.45568877201676367, "test_loss_giou_unscaled": 0.29699195771217346, "test_coco_eval_bbox": [0.3956097800977715, 0.6002274177318587, 0.4146551275593538, 0.16733400943240354, 0.4286856491538518, 0.6069579748706719, 0.3267037169508433, 0.5170746190976752, 0.5536116503942963, 0.26902989673013594, 0.6025019888116959, 0.8112531317695367], "epoch": 97, "n_parameters": 127798368}
{"train_lr": 7.014292019145638e-06, "train_class_error": 11.778637473386178, "train_loss": 0.9203950536197857, "train_loss_bbox": 0.20397069491823938, "train_loss_ce": 0.20334227040557934, "train_loss_giou": 0.513082088500737, "train_cardinality_error_unscaled": 5.256653253077236, "train_class_error_unscaled": 11.778637473386178, "train_loss_bbox_unscaled": 0.040794138986721636, "train_loss_ce_unscaled": 0.20334227040557934, "train_loss_giou_unscaled": 0.2565410442503685, "test_class_error": 20.529296643066406, "test_loss": 1.2726363622188568, "test_loss_bbox": 0.2328172435641289, "test_loss_ce": 0.445810645031929, "test_loss_giou": 0.594008473777771, "test_cardinality_error_unscaled": 5.6216, "test_class_error_unscaled": 20.529296643066406, "test_loss_bbox_unscaled": 0.046563448664546016, "test_loss_ce_unscaled": 0.445810645031929, "test_loss_giou_unscaled": 0.2970042368888855, "test_coco_eval_bbox": [0.39247926982949793, 0.5998429581660839, 0.4091183401999563, 0.1683818889989636, 0.4231418458329316, 0.6059700052598286, 0.3245173733560119, 0.5145262886733777, 0.5506570870774725, 0.27044061746026293, 0.598864530131715, 0.8048202080121004], "epoch": 98, "n_parameters": 127798368}
{"train_lr": 6.781964362756987e-06, "train_class_error": 11.609029451339538, "train_loss": 0.915627004090688, "train_loss_bbox": 0.20270414718717888, "train_loss_ce": 0.20059148253084144, "train_loss_giou": 0.5123313741503244, "train_cardinality_error_unscaled": 5.229516096307318, "train_class_error_unscaled": 11.609029451339538, "train_loss_bbox_unscaled": 0.04054082943882149, "train_loss_ce_unscaled": 0.20059148253084144, "train_loss_giou_unscaled": 0.2561656870751622, "test_class_error": 21.00415260620117, "test_loss": 1.2745531005382538, "test_loss_bbox": 0.23192258390188217, "test_loss_ce": 0.4511816825211048, "test_loss_giou": 0.5914488343000412, "test_cardinality_error_unscaled": 5.2976, "test_class_error_unscaled": 21.00415260620117, "test_loss_bbox_unscaled": 0.04638451677262783, "test_loss_ce_unscaled": 0.4511816825211048, "test_loss_giou_unscaled": 0.2957244171500206, "test_coco_eval_bbox": [0.3952809389213903, 0.6024888135003789, 0.41258190543841, 0.17051664192359087, 0.4288422643912103, 0.6018681835154083, 0.32784847693694114, 0.5165047201145168, 0.552198218930104, 0.2681875249743162, 0.5971815070677107, 0.8111484894056069], "epoch": 99, "n_parameters": 127798368}
{"train_lr": 6.552166757434141e-06, "train_class_error": 11.529450789301576, "train_loss": 0.9124795704572107, "train_loss_bbox": 0.20205491062933467, "train_loss_ce": 0.20018329383823283, "train_loss_giou": 0.5102413664371013, "train_cardinality_error_unscaled": 5.209776139591505, "train_class_error_unscaled": 11.529450789301576, "train_loss_bbox_unscaled": 0.040410982129633545, "train_loss_ce_unscaled": 0.20018329383823283, "train_loss_giou_unscaled": 0.25512068321855064, "test_class_error": 21.170070010375976, "test_loss": 1.2671992545604707, "test_loss_bbox": 0.2288542399764061, "test_loss_ce": 0.45176761479377747, "test_loss_giou": 0.5865773991107941, "test_cardinality_error_unscaled": 5.3062, "test_class_error_unscaled": 21.170070010375976, "test_loss_bbox_unscaled": 0.04577084798812866, "test_loss_ce_unscaled": 0.45176761479377747, "test_loss_giou_unscaled": 0.29328869955539705, "test_coco_eval_bbox": [0.3954682246488493, 0.6001935645966019, 0.4147602060061769, 0.17225321698307963, 0.4306922197056513, 0.5994603018093349, 0.32648457832175737, 0.5168778293549559, 0.5525034417274256, 0.2690293565097593, 0.6021387527963028, 0.8087864971631852], "epoch": 100, "n_parameters": 127798368}
{"train_lr": 6.325000000001193e-06, "train_class_error": 11.390459644605807, "train_loss": 0.9077082048422845, "train_loss_bbox": 0.20042333302191254, "train_loss_ce": 0.19890316019346665, "train_loss_giou": 0.5083817114800832, "train_cardinality_error_unscaled": 5.1867137833085355, "train_class_error_unscaled": 11.390459644605807, "train_loss_bbox_unscaled": 0.04008466660022538, "train_loss_ce_unscaled": 0.19890316019346665, "train_loss_giou_unscaled": 0.2541908557400416, "test_class_error": 21.785736617279053, "test_loss": 1.289171339082718, "test_loss_bbox": 0.23075359003543855, "test_loss_ce": 0.4679568794846535, "test_loss_giou": 0.5904608687639237, "test_cardinality_error_unscaled": 4.823, "test_class_error_unscaled": 21.785736617279053, "test_loss_bbox_unscaled": 0.04615071800053119, "test_loss_ce_unscaled": 0.4679568794846535, "test_loss_giou_unscaled": 0.29523043438196184, "test_coco_eval_bbox": [0.3977897477184609, 0.6028655502609617, 0.41803254817507385, 0.17390352312134497, 0.4321750773557527, 0.6039188169099078, 0.3299250855443842, 0.5198998520818777, 0.5567916285692676, 0.2743014444267466, 0.6050291970779248, 0.8125188208331625], "epoch": 101, "n_parameters": 127798368}
{"train_lr": 6.100563733304975e-06, "train_class_error": 11.298975251128285, "train_loss": 0.9048956202268278, "train_loss_bbox": 0.201199150042719, "train_loss_ce": 0.1975394105146318, "train_loss_giou": 0.5061570595318509, "train_cardinality_error_unscaled": 5.152551399972947, "train_class_error_unscaled": 11.298975251128285, "train_loss_bbox_unscaled": 0.04023983001360793, "train_loss_ce_unscaled": 0.1975394105146318, "train_loss_giou_unscaled": 0.25307852976592543, "test_class_error": 21.895077404785155, "test_loss": 1.2841370905399323, "test_loss_bbox": 0.22851084644794464, "test_loss_ce": 0.4706395531177521, "test_loss_giou": 0.5849866911172866, "test_cardinality_error_unscaled": 4.6592, "test_class_error_unscaled": 21.895077404785155, "test_loss_bbox_unscaled": 0.04570216931402683, "test_loss_ce_unscaled": 0.4706395531177521, "test_loss_giou_unscaled": 0.2924933455586433, "test_coco_eval_bbox": [0.3977788302182171, 0.6019472303821998, 0.41947478643400393, 0.16873554523774967, 0.4306897248897842, 0.6098253339827424, 0.3286276234675443, 0.520007820280793, 0.5561751167211554, 0.26928746292943834, 0.6018012703779686, 0.8162238354080499], "epoch": 102, "n_parameters": 127798368}
{"train_lr": 5.878956402512616e-06, "train_class_error": 11.198521710467665, "train_loss": 0.8976344094597469, "train_loss_bbox": 0.1987832259176654, "train_loss_ce": 0.19490357519351786, "train_loss_giou": 0.5039476083225501, "train_cardinality_error_unscaled": 5.147479034221561, "train_class_error_unscaled": 11.198521710467665, "train_loss_bbox_unscaled": 0.039756645188937345, "train_loss_ce_unscaled": 0.19490357519351786, "train_loss_giou_unscaled": 0.2519738041612751, "test_class_error": 21.124261573028566, "test_loss": 1.2785715062618255, "test_loss_bbox": 0.22886424224376678, "test_loss_ce": 0.4639096513688564, "test_loss_giou": 0.5857976149559021, "test_cardinality_error_unscaled": 5.0466, "test_class_error_unscaled": 21.124261573028566, "test_loss_bbox_unscaled": 0.045772848454117776, "test_loss_ce_unscaled": 0.4639096513688564, "test_loss_giou_unscaled": 0.29289880747795105, "test_coco_eval_bbox": [0.39887235341844585, 0.6070967420420569, 0.4157008033575846, 0.17139703865016173, 0.4335746282533709, 0.6109741369616549, 0.32662522122783694, 0.5202423659835153, 0.5559403406459521, 0.27998149865292765, 0.6022543758840783, 0.8113274917087971], "epoch": 103, "n_parameters": 127798368}
{"train_lr": 5.660275211922066e-06, "train_class_error": 11.186320926635817, "train_loss": 0.8952863146661181, "train_loss_bbox": 0.19844503704814728, "train_loss_ce": 0.19395215837330274, "train_loss_giou": 0.5028891195471935, "train_cardinality_error_unscaled": 5.118473556066549, "train_class_error_unscaled": 11.186320926635817, "train_loss_bbox_unscaled": 0.03968900740567389, "train_loss_ce_unscaled": 0.19395215837330274, "train_loss_giou_unscaled": 0.25144455977359675, "test_class_error": 20.819347592163087, "test_loss": 1.2740728474617005, "test_loss_bbox": 0.22729945929050446, "test_loss_ce": 0.4653854767233133, "test_loss_giou": 0.5813879145383835, "test_cardinality_error_unscaled": 4.9674, "test_class_error_unscaled": 20.819347592163087, "test_loss_bbox_unscaled": 0.04545989190042019, "test_loss_ce_unscaled": 0.4653854767233133, "test_loss_giou_unscaled": 0.2906939572691917, "test_coco_eval_bbox": [0.4017210223019863, 0.606223977347416, 0.42546141952829536, 0.17804218826899962, 0.4331281054760928, 0.6140064712262149, 0.3310119958141868, 0.5223505903482263, 0.5589423385437372, 0.2853140102945134, 0.6057394318683735, 0.8173425076819057], "epoch": 104, "n_parameters": 127798368}
{"train_lr": 5.444616082330177e-06, "train_class_error": 11.055603563035758, "train_loss": 0.8910591366069575, "train_loss_bbox": 0.197292543884206, "train_loss_ce": 0.19292988337392594, "train_loss_giou": 0.5008367089138702, "train_cardinality_error_unscaled": 5.117645069660489, "train_class_error_unscaled": 11.055603563035758, "train_loss_bbox_unscaled": 0.03945850877371706, "train_loss_ce_unscaled": 0.19292988337392594, "train_loss_giou_unscaled": 0.2504183544569351, "test_class_error": 21.031783098602293, "test_loss": 1.2717406447410584, "test_loss_bbox": 0.2292389980316162, "test_loss_ce": 0.46180019220113755, "test_loss_giou": 0.5807014553308487, "test_cardinality_error_unscaled": 5.2946, "test_class_error_unscaled": 21.031783098602293, "test_loss_bbox_unscaled": 0.04584779961705208, "test_loss_ce_unscaled": 0.46180019220113755, "test_loss_giou_unscaled": 0.29035072766542436, "test_coco_eval_bbox": [0.40065523087476257, 0.6047338743905182, 0.4208613522668717, 0.17649362439561156, 0.43305781352587935, 0.6106168900720743, 0.3317193730306032, 0.5226903276870536, 0.5581288484626676, 0.28049903612777954, 0.6051581146327629, 0.8165767953481918], "epoch": 105, "n_parameters": 127798368}
{"train_lr": 5.232073608959723e-06, "train_class_error": 10.930455819108918, "train_loss": 0.8866419920305526, "train_loss_bbox": 0.19636213599357652, "train_loss_ce": 0.1913910894775626, "train_loss_giou": 0.4988887667445317, "train_cardinality_error_unscaled": 5.09837853374814, "train_class_error_unscaled": 10.930455819108918, "train_loss_bbox_unscaled": 0.039272427205165154, "train_loss_ce_unscaled": 0.1913910894775626, "train_loss_giou_unscaled": 0.24944438337226585, "test_class_error": 21.567221911621093, "test_loss": 1.2811835155487061, "test_loss_bbox": 0.2282793726325035, "test_loss_ce": 0.4731807478249073, "test_loss_giou": 0.5797233943462372, "test_cardinality_error_unscaled": 4.8912, "test_class_error_unscaled": 21.567221911621093, "test_loss_bbox_unscaled": 0.045655874502658844, "test_loss_ce_unscaled": 0.4731807478249073, "test_loss_giou_unscaled": 0.2898616971731186, "test_coco_eval_bbox": [0.39807143797082317, 0.6030209924819956, 0.41816671775106573, 0.1799477834386524, 0.43113430143787207, 0.6058027720741801, 0.3308774683376912, 0.5209111038578988, 0.5577680359792759, 0.28047400114402493, 0.604832833488492, 0.8131444829264766], "epoch": 106, "n_parameters": 127798368}
{"train_lr": 5.022741019962212e-06, "train_class_error": 10.833122313982027, "train_loss": 0.8827582147815433, "train_loss_bbox": 0.19528700778557873, "train_loss_ce": 0.189995106828191, "train_loss_giou": 0.4974761004086665, "train_cardinality_error_unscaled": 5.045693561477073, "train_class_error_unscaled": 10.833122313982027, "train_loss_bbox_unscaled": 0.039057401552353946, "train_loss_ce_unscaled": 0.189995106828191, "train_loss_giou_unscaled": 0.24873805020433326, "test_class_error": 21.709016178894043, "test_loss": 1.2825372676849365, "test_loss_bbox": 0.22518793303966522, "test_loss_ce": 0.47919675471782686, "test_loss_giou": 0.5781525839328766, "test_cardinality_error_unscaled": 4.6874, "test_class_error_unscaled": 21.709016178894043, "test_loss_bbox_unscaled": 0.04503758656978607, "test_loss_ce_unscaled": 0.47919675471782686, "test_loss_giou_unscaled": 0.2890762919664383, "test_coco_eval_bbox": [0.40179267664947327, 0.6067719853532759, 0.42311366710568893, 0.1801200037952242, 0.43338565898026277, 0.6142885441696834, 0.3305219025431614, 0.5219460822417605, 0.5580576093875164, 0.2857244486141585, 0.6037702530293336, 0.8186013764510913], "epoch": 107, "n_parameters": 127798368}
{"train_lr": 4.816710135536894e-06, "train_class_error": 10.834947172592155, "train_loss": 0.877767730577339, "train_loss_bbox": 0.19401470099909773, "train_loss_ce": 0.18871610373744596, "train_loss_giou": 0.4950369262490127, "train_cardinality_error_unscaled": 5.023096172054646, "train_class_error_unscaled": 10.834947172592155, "train_loss_bbox_unscaled": 0.03880294019752683, "train_loss_ce_unscaled": 0.18871610373744596, "train_loss_giou_unscaled": 0.24751846312450634, "test_class_error": 20.97028808822632, "test_loss": 1.2728296610832215, "test_loss_bbox": 0.22461921870708465, "test_loss_ce": 0.4716765596747398, "test_loss_giou": 0.5765338788270951, "test_cardinality_error_unscaled": 4.9952, "test_class_error_unscaled": 20.97028808822632, "test_loss_bbox_unscaled": 0.04492384372055531, "test_loss_ce_unscaled": 0.4716765596747398, "test_loss_giou_unscaled": 0.28826693941354753, "test_coco_eval_bbox": [0.40126309325290804, 0.6054811699494822, 0.4229080080979983, 0.18210408904686318, 0.43433273473533157, 0.6181330304372528, 0.3293899959136133, 0.522405099540412, 0.5581861869258249, 0.28393854394406837, 0.6035213311719526, 0.8167226658858984], "epoch": 108, "n_parameters": 127798368}
{"train_lr": 4.614071327629436e-06, "train_class_error": 10.629187628685274, "train_loss": 0.8741455203070622, "train_loss_bbox": 0.1937086785993951, "train_loss_ce": 0.18622086620755443, "train_loss_giou": 0.4942159760125101, "train_cardinality_error_unscaled": 4.947813810361152, "train_class_error_unscaled": 10.629187628685274, "train_loss_bbox_unscaled": 0.03874173571239619, "train_loss_ce_unscaled": 0.18622086620755443, "train_loss_giou_unscaled": 0.24710798800625505, "test_class_error": 21.281722446441652, "test_loss": 1.2837785576343537, "test_loss_bbox": 0.2252295318365097, "test_loss_ce": 0.48159829051494596, "test_loss_giou": 0.5769507349967956, "test_cardinality_error_unscaled": 4.6942, "test_class_error_unscaled": 21.281722446441652, "test_loss_bbox_unscaled": 0.045045906379818916, "test_loss_ce_unscaled": 0.48159829051494596, "test_loss_giou_unscaled": 0.2884753674983978, "test_coco_eval_bbox": [0.409226479215208, 0.6144995969812735, 0.43152064814940744, 0.1832099601352145, 0.443264425932314, 0.6165372556474034, 0.3338793513003286, 0.5273867667534937, 0.5655954496763088, 0.29039626857925926, 0.6152472073855866, 0.8200816419580181], "epoch": 109, "n_parameters": 127798368}
{"train_lr": 4.414913480322231e-06, "train_class_error": 10.596262792345797, "train_loss": 0.8691766459460061, "train_loss_bbox": 0.1921447082244421, "train_loss_ce": 0.18535111098961943, "train_loss_giou": 0.49168082699481985, "train_cardinality_error_unscaled": 4.957087785743271, "train_class_error_unscaled": 10.596262792345797, "train_loss_bbox_unscaled": 0.03842894166134057, "train_loss_ce_unscaled": 0.18535111098961943, "train_loss_giou_unscaled": 0.24584041349740993, "test_class_error": 20.90349331741333, "test_loss": 1.2755389902114869, "test_loss_bbox": 0.22427938925027846, "test_loss_ce": 0.47851047979593275, "test_loss_giou": 0.5727491196870804, "test_cardinality_error_unscaled": 5.0092, "test_class_error_unscaled": 20.90349331741333, "test_loss_bbox_unscaled": 0.04485587777495384, "test_loss_ce_unscaled": 0.47851047979593275, "test_loss_giou_unscaled": 0.2863745598435402, "test_coco_eval_bbox": [0.40640784527606066, 0.6088748655407559, 0.4306943966360423, 0.18473266917830888, 0.43755788413768576, 0.6141418500369953, 0.3328902109213675, 0.52609175534385, 0.5626309965361501, 0.2940387815693151, 0.6065794645292997, 0.8177361065955101], "epoch": 110, "n_parameters": 127798368}
{"train_lr": 4.21932395083152e-06, "train_class_error": 10.57692705699689, "train_loss": 0.8674255245065763, "train_loss_bbox": 0.1918904153302858, "train_loss_ce": 0.18570572056812742, "train_loss_giou": 0.48982938812851873, "train_cardinality_error_unscaled": 5.006222101988367, "train_class_error_unscaled": 10.57692705699689, "train_loss_bbox_unscaled": 0.038378083063336135, "train_loss_ce_unscaled": 0.18570572056812742, "train_loss_giou_unscaled": 0.24491469406425936, "test_class_error": 21.733072104644776, "test_loss": 1.2878770092964171, "test_loss_bbox": 0.224785262966156, "test_loss_ce": 0.4944044772863388, "test_loss_giou": 0.5686872740268707, "test_cardinality_error_unscaled": 4.6572, "test_class_error_unscaled": 21.733072104644776, "test_loss_bbox_unscaled": 0.044957052651047706, "test_loss_ce_unscaled": 0.4944044772863388, "test_loss_giou_unscaled": 0.28434363701343535, "test_coco_eval_bbox": [0.4069110357142852, 0.6125873130462178, 0.42728603970861073, 0.18614791623938573, 0.4420882966399059, 0.6148573593925291, 0.3337801368767653, 0.5270635344338843, 0.5645539576009608, 0.2891241928774101, 0.6107329167302704, 0.8157120390544412], "epoch": 111, "n_parameters": 127798368}
{"train_lr": 4.027388531188604e-06, "train_class_error": 10.538340714147767, "train_loss": 0.8626611565065758, "train_loss_bbox": 0.19126408765500394, "train_loss_ce": 0.18474011190223522, "train_loss_giou": 0.48665695678179177, "train_cardinality_error_unscaled": 4.986752671445962, "train_class_error_unscaled": 10.538340714147767, "train_loss_bbox_unscaled": 0.03825281752669249, "train_loss_ce_unscaled": 0.18474011190223522, "train_loss_giou_unscaled": 0.24332847839089589, "test_class_error": 21.516203117370605, "test_loss": 1.2785912994861603, "test_loss_bbox": 0.22359803498983383, "test_loss_ce": 0.48221071097254753, "test_loss_giou": 0.5727825531005859, "test_cardinality_error_unscaled": 4.6782, "test_class_error_unscaled": 21.516203117370605, "test_loss_bbox_unscaled": 0.0447196070343256, "test_loss_ce_unscaled": 0.48221071097254753, "test_loss_giou_unscaled": 0.28639127655029295, "test_coco_eval_bbox": [0.4080656683625572, 0.6120909322650426, 0.4298281892155088, 0.18241388235593617, 0.44061258432459466, 0.6140883123945726, 0.3317811458229551, 0.5256008090577078, 0.5635536460746556, 0.2847987896056356, 0.615599487534907, 0.8151650229654048], "epoch": 112, "n_parameters": 127798368}
{"train_lr": 3.839191410608213e-06, "train_class_error": 10.52705799654503, "train_loss": 0.8590638424818722, "train_loss_bbox": 0.18988026645859427, "train_loss_ce": 0.18381289827551586, "train_loss_giou": 0.4853706779491308, "train_cardinality_error_unscaled": 4.938218585148113, "train_class_error_unscaled": 10.52705799654503, "train_loss_bbox_unscaled": 0.037976053286402765, "train_loss_ce_unscaled": 0.18381289827551586, "train_loss_giou_unscaled": 0.2426853389745654, "test_class_error": 21.169489403533934, "test_loss": 1.2773601041316986, "test_loss_bbox": 0.22357388387918473, "test_loss_ce": 0.48389477568268774, "test_loss_giou": 0.5698914462566376, "test_cardinality_error_unscaled": 4.7916, "test_class_error_unscaled": 21.169489403533934, "test_loss_bbox_unscaled": 0.044714776715636256, "test_loss_ce_unscaled": 0.48389477568268774, "test_loss_giou_unscaled": 0.2849457231283188, "test_coco_eval_bbox": [0.40967360095067173, 0.6139190782720101, 0.43242649277992706, 0.1851265210014431, 0.4397790398956209, 0.6212448826973876, 0.3328634310578351, 0.5275100320563157, 0.5637886158739646, 0.28357021680935285, 0.6091422723466049, 0.8250546492918132], "epoch": 113, "n_parameters": 127798368}
{"train_lr": 3.6548151385719533e-06, "train_class_error": 10.34040253565177, "train_loss": 0.8564715541815557, "train_loss_bbox": 0.1892832764527052, "train_loss_ce": 0.18226115028353743, "train_loss_giou": 0.48492712743583366, "train_cardinality_error_unscaled": 4.937964966860544, "train_class_error_unscaled": 10.34040253565177, "train_loss_bbox_unscaled": 0.03785665529531544, "train_loss_ce_unscaled": 0.18226115028353743, "train_loss_giou_unscaled": 0.24246356371791683, "test_class_error": 21.28542441635132, "test_loss": 1.2734374167442322, "test_loss_bbox": 0.22242450501918792, "test_loss_ce": 0.48444489217996595, "test_loss_giou": 0.5665680200338363, "test_cardinality_error_unscaled": 4.9718, "test_class_error_unscaled": 21.28542441635132, "test_loss_bbox_unscaled": 0.044484900960326194, "test_loss_ce_unscaled": 0.48444489217996595, "test_loss_giou_unscaled": 0.28328401001691816, "test_coco_eval_bbox": [0.4094377946892497, 0.613382139657067, 0.4336702056231083, 0.18932062836238292, 0.4393540819615965, 0.6167284408673456, 0.3346486612116293, 0.5289497609300093, 0.5663578984703951, 0.2889834230939075, 0.6112162655554655, 0.8215951323347269], "epoch": 114, "n_parameters": 127798368}
{"train_lr": 3.4743405886027196e-06, "train_class_error": 10.383854900889252, "train_loss": 0.8520934546201813, "train_loss_bbox": 0.18857733188878534, "train_loss_ce": 0.18171066288298016, "train_loss_giou": 0.48180545978555495, "train_cardinality_error_unscaled": 4.956969430542405, "train_class_error_unscaled": 10.383854900889252, "train_loss_bbox_unscaled": 0.03771546637048839, "train_loss_ce_unscaled": 0.18171066288298016, "train_loss_giou_unscaled": 0.24090272989277747, "test_class_error": 21.36872911834717, "test_loss": 1.280931603384018, "test_loss_bbox": 0.22191724823713302, "test_loss_ce": 0.49486235052347183, "test_loss_giou": 0.5641520068168641, "test_cardinality_error_unscaled": 4.834, "test_class_error_unscaled": 21.36872911834717, "test_loss_bbox_unscaled": 0.044383449631929396, "test_loss_ce_unscaled": 0.49486235052347183, "test_loss_giou_unscaled": 0.28207600340843203, "test_coco_eval_bbox": [0.4102687064311831, 0.612882614812739, 0.43291117871462526, 0.18620044001234937, 0.44269934274954975, 0.6178217447278541, 0.33417388702575634, 0.5283555808249717, 0.5660633406914433, 0.28697474935107986, 0.6152813383679068, 0.819407218559698], "epoch": 115, "n_parameters": 127798368}
{"train_lr": 3.297846922807183e-06, "train_class_error": 10.26762241258135, "train_loss": 0.8479994285353366, "train_loss_bbox": 0.18739120037131538, "train_loss_ce": 0.18003334934180687, "train_loss_giou": 0.48057487882430866, "train_cardinality_error_unscaled": 4.959412620045989, "train_class_error_unscaled": 10.26762241258135, "train_loss_bbox_unscaled": 0.03747824007488034, "train_loss_ce_unscaled": 0.18003334934180687, "train_loss_giou_unscaled": 0.24028743941215433, "test_class_error": 21.38728250579834, "test_loss": 1.2797468505859375, "test_loss_bbox": 0.2217708526134491, "test_loss_ce": 0.49581949427723887, "test_loss_giou": 0.562156500673294, "test_cardinality_error_unscaled": 4.7974, "test_class_error_unscaled": 21.38728250579834, "test_loss_bbox_unscaled": 0.04435417054593563, "test_loss_ce_unscaled": 0.49581949427723887, "test_loss_giou_unscaled": 0.281078250336647, "test_coco_eval_bbox": [0.4116114005765945, 0.6158070424974048, 0.4350549817183784, 0.19259273945391983, 0.4437304441212424, 0.6205690608737153, 0.3349454089537393, 0.5298108524224431, 0.5667636641093923, 0.29078178583260006, 0.6123022785209868, 0.8162401504591642], "epoch": 116, "n_parameters": 127798368}
{"train_lr": 3.1254115571352848e-06, "train_class_error": 10.232204766133536, "train_loss": 0.8450329395782782, "train_loss_bbox": 0.1867844409893971, "train_loss_ce": 0.17965951701273455, "train_loss_giou": 0.47858898181115017, "train_cardinality_error_unscaled": 4.927938590558637, "train_class_error_unscaled": 10.232204766133536, "train_loss_bbox_unscaled": 0.03735688819731254, "train_loss_ce_unscaled": 0.17965951701273455, "train_loss_giou_unscaled": 0.23929449090557509, "test_class_error": 21.821967692565917, "test_loss": 1.284783373069763, "test_loss_bbox": 0.22170497909784317, "test_loss_ce": 0.500644599199295, "test_loss_giou": 0.5624337955474854, "test_cardinality_error_unscaled": 4.4812, "test_class_error_unscaled": 21.821967692565917, "test_loss_bbox_unscaled": 0.044340995880961416, "test_loss_ce_unscaled": 0.500644599199295, "test_loss_giou_unscaled": 0.2812168977737427, "test_coco_eval_bbox": [0.4101310516693159, 0.6147171509879311, 0.4328282081965968, 0.18984472036305958, 0.44363152579678866, 0.6170210928700542, 0.3331724491385347, 0.5291022696922569, 0.5663401721573591, 0.2899699236105618, 0.6120558870335122, 0.8199557759395171], "epoch": 117, "n_parameters": 127798368}
{"train_lr": 2.957110127440384e-06, "train_class_error": 10.069008128658838, "train_loss": 0.8427683294361618, "train_loss_bbox": 0.18656293380273367, "train_loss_ce": 0.177820065817853, "train_loss_giou": 0.47838532965417147, "train_cardinality_error_unscaled": 4.857381982956851, "train_class_error_unscaled": 10.069008128658838, "train_loss_bbox_unscaled": 0.03731258676157972, "train_loss_ce_unscaled": 0.177820065817853, "train_loss_giou_unscaled": 0.23919266482708573, "test_class_error": 21.75715537567139, "test_loss": 1.288901717376709, "test_loss_bbox": 0.22053128128051758, "test_loss_ce": 0.5062174446225166, "test_loss_giou": 0.562152991271019, "test_cardinality_error_unscaled": 4.6576, "test_class_error_unscaled": 21.75715537567139, "test_loss_bbox_unscaled": 0.04410625635683536, "test_loss_ce_unscaled": 0.5062174446225166, "test_loss_giou_unscaled": 0.2810764956355095, "test_coco_eval_bbox": [0.4107073176060167, 0.6129401505352869, 0.43688325853388954, 0.19068453216009992, 0.44381933548006014, 0.6176563834285659, 0.3338360495166996, 0.5287640128500396, 0.5660311578579529, 0.2928765995872055, 0.6117104337582796, 0.816935134966256], "epoch": 118, "n_parameters": 127798368}
{"train_lr": 2.7930164562934937e-06, "train_class_error": 10.090467858601532, "train_loss": 0.8384213204965868, "train_loss_bbox": 0.1849354742444829, "train_loss_ce": 0.17743015254189934, "train_loss_giou": 0.4760556939758041, "train_cardinality_error_unscaled": 4.885711145678345, "train_class_error_unscaled": 10.090467858601532, "train_loss_bbox_unscaled": 0.03698709485566136, "train_loss_ce_unscaled": 0.17743015254189934, "train_loss_giou_unscaled": 0.23802784698790205, "test_class_error": 21.718662770843505, "test_loss": 1.2833777401447297, "test_loss_bbox": 0.2192788654446602, "test_loss_ce": 0.5045563576936721, "test_loss_giou": 0.5595425159454346, "test_cardinality_error_unscaled": 4.655, "test_class_error_unscaled": 21.718662770843505, "test_loss_bbox_unscaled": 0.04385577318370342, "test_loss_ce_unscaled": 0.5045563576936721, "test_loss_giou_unscaled": 0.2797712579727173, "test_coco_eval_bbox": [0.41276161253866384, 0.61580493554614, 0.4369982654299252, 0.1918916820051032, 0.44465849150854114, 0.6170593639691203, 0.3337739113189804, 0.5303439589298052, 0.5674686745881159, 0.29325089764696477, 0.6120494381285654, 0.8215637660171086], "epoch": 119, "n_parameters": 127798368}
{"train_lr": 2.6332025205992566e-06, "train_class_error": 9.9669537649383, "train_loss": 0.8357973745170602, "train_loss_bbox": 0.18443148974598816, "train_loss_ce": 0.17603460063701315, "train_loss_giou": 0.47533128430834326, "train_cardinality_error_unscaled": 4.845715541728662, "train_class_error_unscaled": 9.9669537649383, "train_loss_bbox_unscaled": 0.036886297950658925, "train_loss_ce_unscaled": 0.17603460063701315, "train_loss_giou_unscaled": 0.23766564215417163, "test_class_error": 21.801204998779298, "test_loss": 1.2844623885154725, "test_loss_bbox": 0.219274642431736, "test_loss_ce": 0.5084004426002502, "test_loss_giou": 0.5567873023748398, "test_cardinality_error_unscaled": 4.5852, "test_class_error_unscaled": 21.801204998779298, "test_loss_bbox_unscaled": 0.04385492851436138, "test_loss_ce_unscaled": 0.5084004426002502, "test_loss_giou_unscaled": 0.2783936511874199, "test_coco_eval_bbox": [0.4127232841910799, 0.6150153222682199, 0.43701843792775785, 0.19286391449466697, 0.4438781944964959, 0.6150283787289614, 0.33490164519356325, 0.5304465227844558, 0.5685834343497825, 0.29379635236469875, 0.6115922131541152, 0.8207442388590763], "epoch": 120, "n_parameters": 127798368}
{"train_lr": 2.47773842003182e-06, "train_class_error": 9.982047071544628, "train_loss": 0.8328117732113324, "train_loss_bbox": 0.18396178546153644, "train_loss_ce": 0.17565246206718582, "train_loss_giou": 0.47319752569945905, "train_cardinality_error_unscaled": 4.832578114432572, "train_class_error_unscaled": 9.982047071544628, "train_loss_bbox_unscaled": 0.03679235708607159, "train_loss_ce_unscaled": 0.17565246206718582, "train_loss_giou_unscaled": 0.23659876284972953, "test_class_error": 21.912705809020995, "test_loss": 1.2907854635238647, "test_loss_bbox": 0.22072118239402772, "test_loss_ce": 0.5109752983689309, "test_loss_giou": 0.5590889848709106, "test_cardinality_error_unscaled": 4.6068, "test_class_error_unscaled": 21.912705809020995, "test_loss_bbox_unscaled": 0.04414423647522926, "test_loss_ce_unscaled": 0.5109752983689309, "test_loss_giou_unscaled": 0.2795444924354553, "test_coco_eval_bbox": [0.4111963583782694, 0.6127096168926087, 0.4341291884088959, 0.18937711478201008, 0.442720678401357, 0.6136741453426197, 0.3350090286788601, 0.5298825157215967, 0.5673829585635584, 0.29212540357255046, 0.6122932318400298, 0.8196602542457799], "epoch": 121, "n_parameters": 127798368}
{"train_lr": 2.326692346285349e-06, "train_class_error": 9.839932748853121, "train_loss": 0.8300278708570529, "train_loss_bbox": 0.18360825890898663, "train_loss_ce": 0.17410890971197437, "train_loss_giou": 0.47231070223747756, "train_cardinality_error_unscaled": 4.782141890977952, "train_class_error_unscaled": 9.839932748853121, "train_loss_bbox_unscaled": 0.036721651768809455, "train_loss_ce_unscaled": 0.17410890971197437, "train_loss_giou_unscaled": 0.23615535111873878, "test_class_error": 21.52452303466797, "test_loss": 1.2787171097755432, "test_loss_bbox": 0.22052305964231492, "test_loss_ce": 0.49740308357477186, "test_loss_giou": 0.5607909705877304, "test_cardinality_error_unscaled": 4.5418, "test_class_error_unscaled": 21.52452303466797, "test_loss_bbox_unscaled": 0.04410461194813251, "test_loss_ce_unscaled": 0.49740308357477186, "test_loss_giou_unscaled": 0.2803954852938652, "test_coco_eval_bbox": [0.4127968309354138, 0.6153931762831626, 0.434815359231656, 0.19105480381245674, 0.44355314256569284, 0.6229514142237085, 0.33686857840924345, 0.531017264154928, 0.566405747682785, 0.2983090135303328, 0.6117341639338447, 0.8184835699194025], "epoch": 122, "n_parameters": 127798368}
{"train_lr": 2.180130553159347e-06, "train_class_error": 9.804796814773397, "train_loss": 0.8282108368732748, "train_loss_bbox": 0.18273495883606178, "train_loss_ce": 0.1734448190710846, "train_loss_giou": 0.47203105890106306, "train_cardinality_error_unscaled": 4.791077708643312, "train_class_error_unscaled": 9.804796814773397, "train_loss_bbox_unscaled": 0.03654699176281588, "train_loss_ce_unscaled": 0.1734448190710846, "train_loss_giou_unscaled": 0.23601552945053153, "test_class_error": 21.669053899383545, "test_loss": 1.2806973318099975, "test_loss_bbox": 0.21734726854562758, "test_loss_ce": 0.5068133653521538, "test_loss_giou": 0.5565366961240769, "test_cardinality_error_unscaled": 4.555, "test_class_error_unscaled": 21.669053899383545, "test_loss_bbox_unscaled": 0.04346945367455483, "test_loss_ce_unscaled": 0.5068133653521538, "test_loss_giou_unscaled": 0.27826834806203843, "test_coco_eval_bbox": [0.4145865063152093, 0.6176876334229993, 0.4393007229826828, 0.18942808798136618, 0.4453909514476383, 0.618757664766863, 0.33771989407887304, 0.5332683201620635, 0.5712616087641941, 0.29834975084560184, 0.6160259131432434, 0.8236591099274999], "epoch": 123, "n_parameters": 127798368}
{"train_lr": 2.0381173275003837e-06, "train_class_error": 9.762676591788031, "train_loss": 0.8239995004455791, "train_loss_bbox": 0.18210514992662957, "train_loss_ce": 0.17216853126150972, "train_loss_giou": 0.46972581917785605, "train_cardinality_error_unscaled": 4.803378195590423, "train_class_error_unscaled": 9.762676591788031, "train_loss_bbox_unscaled": 0.03642102999823821, "train_loss_ce_unscaled": 0.17216853126150972, "train_loss_giou_unscaled": 0.23486290958892803, "test_class_error": 21.604664221954344, "test_loss": 1.2808528681278228, "test_loss_bbox": 0.21882993531227113, "test_loss_ce": 0.5052410860419273, "test_loss_giou": 0.5567818461418151, "test_cardinality_error_unscaled": 4.565, "test_class_error_unscaled": 21.604664221954344, "test_loss_bbox_unscaled": 0.04376598709225655, "test_loss_ce_unscaled": 0.5052410860419273, "test_loss_giou_unscaled": 0.27839092307090757, "test_coco_eval_bbox": [0.4151652631726064, 0.6180212880067333, 0.43640401269848844, 0.1879869337205458, 0.447877339702857, 0.6147757877581774, 0.3377529410077598, 0.5326219231928953, 0.5704440377631066, 0.298131142757152, 0.6135373597201034, 0.8188853442241276], "epoch": 124, "n_parameters": 127798368}
{"train_lr": 1.900714961001984e-06, "train_class_error": 9.726148461676347, "train_loss": 0.8215341786673197, "train_loss_bbox": 0.18149417115434102, "train_loss_ce": 0.1718072356044529, "train_loss_giou": 0.4682327722990753, "train_cardinality_error_unscaled": 4.797485797375896, "train_class_error_unscaled": 9.726148461676347, "train_loss_bbox_unscaled": 0.03629883423685195, "train_loss_ce_unscaled": 0.1718072356044529, "train_loss_giou_unscaled": 0.23411638614953764, "test_class_error": 21.938414720916747, "test_loss": 1.288442370223999, "test_loss_bbox": 0.21901024924516677, "test_loss_ce": 0.5123384171247483, "test_loss_giou": 0.557093704533577, "test_cardinality_error_unscaled": 4.4924, "test_class_error_unscaled": 21.938414720916747, "test_loss_bbox_unscaled": 0.04380204987227917, "test_loss_ce_unscaled": 0.5123384171247483, "test_loss_giou_unscaled": 0.2785468522667885, "test_coco_eval_bbox": [0.41361514846451336, 0.6149385521178063, 0.4371213783520596, 0.18834241154322523, 0.4450393482118963, 0.6226417224530072, 0.3368116613419566, 0.5320287161544432, 0.5694495907031245, 0.29428546351487744, 0.6166738331873838, 0.8209165255302957], "epoch": 125, "n_parameters": 127798368}
{"train_lr": 1.767983722884078e-06, "train_class_error": 9.614788322153327, "train_loss": 0.8196827881053306, "train_loss_bbox": 0.18098288843826207, "train_loss_ce": 0.17084341828515945, "train_loss_giou": 0.4678564808630869, "train_cardinality_error_unscaled": 4.773121533883403, "train_class_error_unscaled": 9.614788322153327, "train_loss_bbox_unscaled": 0.03619657768369684, "train_loss_ce_unscaled": 0.17084341828515945, "train_loss_giou_unscaled": 0.23392824043154345, "test_class_error": 21.58562085342407, "test_loss": 1.290162998533249, "test_loss_bbox": 0.2176226811647415, "test_loss_ce": 0.5172690257668495, "test_loss_giou": 0.5552712947726249, "test_cardinality_error_unscaled": 4.5034, "test_class_error_unscaled": 21.58562085342407, "test_loss_bbox_unscaled": 0.04352453618049622, "test_loss_ce_unscaled": 0.5172690257668495, "test_loss_giou_unscaled": 0.27763564738631247, "test_coco_eval_bbox": [0.4159977379606675, 0.6176266207725867, 0.4413926380626878, 0.19510056295563344, 0.44612846253495914, 0.6226884049794482, 0.33771791024890374, 0.5334455008835942, 0.5717533057337474, 0.29770268525929305, 0.6170205199475036, 0.8261421185992507], "epoch": 126, "n_parameters": 127798368}
{"train_lr": 1.639981833453593e-06, "train_class_error": 9.680945201541226, "train_loss": 0.8187847583881335, "train_loss_bbox": 0.18067853196338776, "train_loss_ce": 0.17056758617912354, "train_loss_giou": 0.4675386403898304, "train_cardinality_error_unscaled": 4.7551230894089, "train_class_error_unscaled": 9.680945201541226, "train_loss_bbox_unscaled": 0.036135706398711685, "train_loss_ce_unscaled": 0.17056758617912354, "train_loss_giou_unscaled": 0.2337693201949152, "test_class_error": 21.75878044128418, "test_loss": 1.286956218290329, "test_loss_bbox": 0.21684800161123277, "test_loss_ce": 0.5149974584698677, "test_loss_giou": 0.5551107563257217, "test_cardinality_error_unscaled": 4.4744, "test_class_error_unscaled": 21.75878044128418, "test_loss_bbox_unscaled": 0.04336960033774376, "test_loss_ce_unscaled": 0.5149974584698677, "test_loss_giou_unscaled": 0.27755537816286086, "test_coco_eval_bbox": [0.41797149999284217, 0.6207425210109914, 0.4425606659050493, 0.19497457195214196, 0.4499200891407088, 0.6227486786860829, 0.33911766626684087, 0.5349680909640614, 0.5740268452778037, 0.30100790584952575, 0.6204104059528761, 0.825169550688939], "epoch": 127, "n_parameters": 127798368}
{"train_lr": 1.5167654385711607e-06, "train_class_error": 9.644296749960693, "train_loss": 0.8159778581292997, "train_loss_bbox": 0.1801188745931845, "train_loss_ce": 0.17023832722966106, "train_loss_giou": 0.46562065629458116, "train_cardinality_error_unscaled": 4.742382997430001, "train_class_error_unscaled": 9.644296749960693, "train_loss_bbox_unscaled": 0.03602377492123195, "train_loss_ce_unscaled": 0.17023832722966106, "train_loss_giou_unscaled": 0.23281032814729058, "test_class_error": 21.638459857177736, "test_loss": 1.2760288277626037, "test_loss_bbox": 0.21725488404035567, "test_loss_ce": 0.5056182139992714, "test_loss_giou": 0.5531557293176651, "test_cardinality_error_unscaled": 4.5742, "test_class_error_unscaled": 21.638459857177736, "test_loss_bbox_unscaled": 0.04345097690820694, "test_loss_ce_unscaled": 0.5056182139992714, "test_loss_giou_unscaled": 0.27657786465883255, "test_coco_eval_bbox": [0.417507642652033, 0.6197499783826048, 0.44271874790386917, 0.19724732979518497, 0.4485321342898844, 0.6271315493657501, 0.33814835179410396, 0.534440004794505, 0.573418993279173, 0.3097745312263426, 0.6167130336447315, 0.8204325529124818], "epoch": 128, "n_parameters": 127798368}
{"train_lr": 1.3983885850192355e-06, "train_class_error": 9.624623027944958, "train_loss": 0.8148947665516988, "train_loss_bbox": 0.17979336228288673, "train_loss_ce": 0.17009956275653226, "train_loss_giou": 0.4650018414011081, "train_cardinality_error_unscaled": 4.766358379548222, "train_class_error_unscaled": 9.624623027944958, "train_loss_bbox_unscaled": 0.035958672461301355, "train_loss_ce_unscaled": 0.17009956275653226, "train_loss_giou_unscaled": 0.23250092070055406, "test_class_error": 21.369397785949708, "test_loss": 1.2789023056983948, "test_loss_bbox": 0.21766227580308914, "test_loss_ce": 0.5062819235384465, "test_loss_giou": 0.554958107471466, "test_cardinality_error_unscaled": 4.6056, "test_class_error_unscaled": 21.369397785949708, "test_loss_bbox_unscaled": 0.04353245511651039, "test_loss_ce_unscaled": 0.5062819235384465, "test_loss_giou_unscaled": 0.277479053735733, "test_coco_eval_bbox": [0.41699140069268154, 0.6197612562508096, 0.4405255291018757, 0.19463232770340672, 0.44842804403991743, 0.627011459427274, 0.33754363613759203, 0.5326208057162372, 0.5704496379595487, 0.29811081608638346, 0.6149425186727548, 0.8220585459551932], "epoch": 129, "n_parameters": 127798368}
{"train_lr": 1.2849031967981483e-06, "train_class_error": 9.540249527669737, "train_loss": 0.8132004710422001, "train_loss_bbox": 0.17991225479729248, "train_loss_ce": 0.16888689053439895, "train_loss_giou": 0.4644013253925828, "train_cardinality_error_unscaled": 4.713259164074124, "train_class_error_unscaled": 9.540249527669737, "train_loss_bbox_unscaled": 0.035982450954822665, "train_loss_ce_unscaled": 0.16888689053439895, "train_loss_giou_unscaled": 0.2322006626962914, "test_class_error": 21.878813661956787, "test_loss": 1.285601575756073, "test_loss_bbox": 0.2170978016614914, "test_loss_ce": 0.5147392140626907, "test_loss_giou": 0.5537645564556122, "test_cardinality_error_unscaled": 4.4948, "test_class_error_unscaled": 21.878813661956787, "test_loss_bbox_unscaled": 0.04341956031620502, "test_loss_ce_unscaled": 0.5147392140626907, "test_loss_giou_unscaled": 0.2768822782278061, "test_coco_eval_bbox": [0.41651725663658856, 0.61760394237999, 0.4416138949323259, 0.1974168902693866, 0.44837964762936966, 0.6226818469074535, 0.3372580940338301, 0.5347047702180749, 0.5713850791336459, 0.30001916132828776, 0.6163470371823913, 0.8196209882854931], "epoch": 130, "n_parameters": 127798368}
{"train_lr": 1.1763590523492855e-06, "train_class_error": 9.472247292994485, "train_loss": 0.8097543425280558, "train_loss_bbox": 0.17918870214110344, "train_loss_ce": 0.16848270066057158, "train_loss_giou": 0.46208293962078345, "train_cardinality_error_unscaled": 4.710722981198431, "train_class_error_unscaled": 9.472247292994485, "train_loss_bbox_unscaled": 0.03583774043548937, "train_loss_ce_unscaled": 0.16848270066057158, "train_loss_giou_unscaled": 0.23104146981039173, "test_class_error": 21.37201946563721, "test_loss": 1.2820807213306427, "test_loss_bbox": 0.21818886793851852, "test_loss_ce": 0.5099898136258125, "test_loss_giou": 0.5539020398020744, "test_cardinality_error_unscaled": 4.6608, "test_class_error_unscaled": 21.37201946563721, "test_loss_bbox_unscaled": 0.043637773522734645, "test_loss_ce_unscaled": 0.5099898136258125, "test_loss_giou_unscaled": 0.2769510199010372, "test_coco_eval_bbox": [0.4184912413661942, 0.6206062129532686, 0.4433210800797226, 0.19612415247254225, 0.44982628247396067, 0.625003089663848, 0.3369441819752553, 0.5350552690843567, 0.5736091134667602, 0.2995326502674334, 0.6200485830634522, 0.8215279579938672], "epoch": 131, "n_parameters": 127798368}
{"train_lr": 1.0728037627229452e-06, "train_class_error": 9.527838046215681, "train_loss": 0.8085062145384629, "train_loss_bbox": 0.1786520989196284, "train_loss_ce": 0.16783903269272943, "train_loss_giou": 0.4620150828125084, "train_cardinality_error_unscaled": 4.704306438522927, "train_class_error_unscaled": 9.527838046215681, "train_loss_bbox_unscaled": 0.035730419786797876, "train_loss_ce_unscaled": 0.16783903269272943, "train_loss_giou_unscaled": 0.2310075414062542, "test_class_error": 21.61610238571167, "test_loss": 1.2897909964561463, "test_loss_bbox": 0.21705146975517273, "test_loss_ce": 0.5196508548229932, "test_loss_giou": 0.5530886720180511, "test_cardinality_error_unscaled": 4.4628, "test_class_error_unscaled": 21.61610238571167, "test_loss_bbox_unscaled": 0.04341029388308525, "test_loss_ce_unscaled": 0.5196508548229932, "test_loss_giou_unscaled": 0.27654433600902556, "test_coco_eval_bbox": [0.4187822661401012, 0.6193851396032146, 0.4436461101462747, 0.19862087286293556, 0.44964053856154773, 0.6276322690447163, 0.33812005603483186, 0.5347142327740002, 0.5720253889323194, 0.30155055610410797, 0.6158814060337663, 0.8220159458030173], "epoch": 132, "n_parameters": 127798368}
{"train_lr": 9.74282750691371e-07, "train_class_error": 9.469158307699459, "train_loss": 0.8078314345816258, "train_loss_bbox": 0.1786690082340066, "train_loss_ce": 0.16724547473574555, "train_loss_giou": 0.46191695188111065, "train_cardinality_error_unscaled": 4.69643581766536, "train_class_error_unscaled": 9.469158307699459, "train_loss_bbox_unscaled": 0.03573380164871612, "train_loss_ce_unscaled": 0.16724547473574555, "train_loss_giou_unscaled": 0.23095847594055532, "test_class_error": 21.552214395904542, "test_loss": 1.2913004586219787, "test_loss_bbox": 0.2160510936141014, "test_loss_ce": 0.5232716939896345, "test_loss_giou": 0.5519776693820954, "test_cardinality_error_unscaled": 4.4892, "test_class_error_unscaled": 21.552214395904542, "test_loss_bbox_unscaled": 0.043210218688845635, "test_loss_ce_unscaled": 0.5232716939896345, "test_loss_giou_unscaled": 0.2759888346910477, "test_coco_eval_bbox": [0.41891514487478343, 0.619964830487804, 0.44327866619978545, 0.19712729883137728, 0.45065885169318404, 0.6285630377391612, 0.33857832568353724, 0.537222482970194, 0.5749451303127456, 0.30303165205395877, 0.6212566388120049, 0.8240281959680111], "epoch": 133, "n_parameters": 127798368}
{"train_lr": 8.808392308258343e-07, "train_class_error": 9.47741715027324, "train_loss": 0.8068979247884484, "train_loss_bbox": 0.17810570433394207, "train_loss_ce": 0.16654121047225348, "train_loss_giou": 0.4622510099967713, "train_cardinality_error_unscaled": 4.697982889219532, "train_class_error_unscaled": 9.47741715027324, "train_loss_bbox_unscaled": 0.0356211408735406, "train_loss_ce_unscaled": 0.16654121047225348, "train_loss_giou_unscaled": 0.23112550499838566, "test_class_error": 21.59054163208008, "test_loss": 1.2846205452919006, "test_loss_bbox": 0.21623898861408233, "test_loss_ce": 0.5158461752653122, "test_loss_giou": 0.5525353823900223, "test_cardinality_error_unscaled": 4.4348, "test_class_error_unscaled": 21.59054163208008, "test_loss_bbox_unscaled": 0.04324779773950577, "test_loss_ce_unscaled": 0.5158461752653122, "test_loss_giou_unscaled": 0.27626769119501116, "test_coco_eval_bbox": [0.4168609063685012, 0.6196528368161558, 0.43967598817376646, 0.1974559071843484, 0.4499219198729617, 0.62193752210953, 0.33821363757008455, 0.5360814944951848, 0.5745227547063116, 0.3040311393168748, 0.6219383150024267, 0.8221342022710119], "epoch": 134, "n_parameters": 127798368}
{"train_lr": 7.925141905436255e-07, "train_class_error": 9.398545626840653, "train_loss": 0.8047175666562488, "train_loss_bbox": 0.17764308956792724, "train_loss_ce": 0.16602115924768684, "train_loss_giou": 0.4610533178574207, "train_cardinality_error_unscaled": 4.695007101312052, "train_class_error_unscaled": 9.398545626840653, "train_loss_bbox_unscaled": 0.03552861793377901, "train_loss_ce_unscaled": 0.16602115924768684, "train_loss_giou_unscaled": 0.23052665892871035, "test_class_error": 21.772438763427733, "test_loss": 1.2883754940032959, "test_loss_bbox": 0.2158072310090065, "test_loss_ce": 0.5211990900397301, "test_loss_giou": 0.5513691729068756, "test_cardinality_error_unscaled": 4.4116, "test_class_error_unscaled": 21.772438763427733, "test_loss_bbox_unscaled": 0.04316144624650478, "test_loss_ce_unscaled": 0.5211990900397301, "test_loss_giou_unscaled": 0.2756845864534378, "test_coco_eval_bbox": [0.4180971095620701, 0.6191435386443795, 0.44286320584917305, 0.1971602828306825, 0.44911966480347726, 0.6247548265674331, 0.338043458577997, 0.5358422215341512, 0.5731179600215836, 0.30090029387046824, 0.6182934939602189, 0.8197648908239844], "epoch": 135, "n_parameters": 127798368}
{"train_lr": 7.093463721252364e-07, "train_class_error": 9.309403283789857, "train_loss": 0.8020873020220299, "train_loss_bbox": 0.17756704985717509, "train_loss_ce": 0.16527541489065112, "train_loss_giou": 0.4592448373175387, "train_cardinality_error_unscaled": 4.662045177870959, "train_class_error_unscaled": 9.309403283789857, "train_loss_bbox_unscaled": 0.03551340997498747, "train_loss_ce_unscaled": 0.16527541489065112, "train_loss_giou_unscaled": 0.22962241865876934, "test_class_error": 21.751206982421873, "test_loss": 1.2940620162963867, "test_loss_bbox": 0.21663842940330505, "test_loss_ce": 0.5267921756446362, "test_loss_giou": 0.5506314155936242, "test_cardinality_error_unscaled": 4.4012, "test_class_error_unscaled": 21.751206982421873, "test_loss_bbox_unscaled": 0.04332768579721451, "test_loss_ce_unscaled": 0.5267921756446362, "test_loss_giou_unscaled": 0.2753157077968121, "test_coco_eval_bbox": [0.41815684866895036, 0.6196728199294609, 0.44200849525068936, 0.19738632336421352, 0.4501924488308139, 0.6293297915477842, 0.3379589290716667, 0.5362572287045183, 0.5742906778672483, 0.2999331244858119, 0.620708658389885, 0.8241101646437247], "epoch": 136, "n_parameters": 127798368}
{"train_lr": 6.313722557255934e-07, "train_class_error": 9.331666437937477, "train_loss": 0.8013450995885792, "train_loss_bbox": 0.17716401384131328, "train_loss_ce": 0.16598364549706504, "train_loss_giou": 0.45819744021788866, "train_cardinality_error_unscaled": 4.66418402542946, "train_class_error_unscaled": 9.331666437937477, "train_loss_bbox_unscaled": 0.03543280276405514, "train_loss_ce_unscaled": 0.16598364549706504, "train_loss_giou_unscaled": 0.22909872010894433, "test_class_error": 21.571672116088866, "test_loss": 1.2893096930503845, "test_loss_bbox": 0.21629756401777267, "test_loss_ce": 0.5225085846781731, "test_loss_giou": 0.5505035418272018, "test_cardinality_error_unscaled": 4.4946, "test_class_error_unscaled": 21.571672116088866, "test_loss_bbox_unscaled": 0.04325951268672943, "test_loss_ce_unscaled": 0.5225085846781731, "test_loss_giou_unscaled": 0.2752517709136009, "test_coco_eval_bbox": [0.4194401167236777, 0.6218729763035227, 0.44514213023681437, 0.19797433952324847, 0.45251782181674743, 0.6278980146921549, 0.3389167914171062, 0.536782202251342, 0.5745494932770646, 0.30322122701784293, 0.62096896175593, 0.8243476003124302], "epoch": 137, "n_parameters": 127798368}
{"train_lr": 5.5862604336923e-07, "train_class_error": 9.236877060833052, "train_loss": 0.8005015110652695, "train_loss_bbox": 0.1770275209719348, "train_loss_ce": 0.1648474550972523, "train_loss_giou": 0.4586265346769283, "train_cardinality_error_unscaled": 4.691887596374949, "train_class_error_unscaled": 9.236877060833052, "train_loss_bbox_unscaled": 0.035405504191741516, "train_loss_ce_unscaled": 0.1648474550972523, "train_loss_giou_unscaled": 0.22931326733846416, "test_class_error": 21.916346852874756, "test_loss": 1.2955330883026124, "test_loss_bbox": 0.2161927656531334, "test_loss_ce": 0.5294575825452804, "test_loss_giou": 0.5498827410101891, "test_cardinality_error_unscaled": 4.3686, "test_class_error_unscaled": 21.916346852874756, "test_loss_bbox_unscaled": 0.04323855307400227, "test_loss_ce_unscaled": 0.5294575825452804, "test_loss_giou_unscaled": 0.27494137050509454, "test_coco_eval_bbox": [0.4178854748718556, 0.6196443101812207, 0.44382495336832695, 0.19767856686189272, 0.45038937870510726, 0.6238527455763886, 0.3375909741272058, 0.5354669899886876, 0.573616227856913, 0.302511361598531, 0.6206916773368979, 0.8216018156074631], "epoch": 138, "n_parameters": 127798368}
{"train_lr": 4.911396439484052e-07, "train_class_error": 9.227041808642667, "train_loss": 0.7988131138356648, "train_loss_bbox": 0.17683811495694082, "train_loss_ce": 0.1644255146313694, "train_loss_giou": 0.45754948419847685, "train_cardinality_error_unscaled": 4.682554443392398, "train_class_error_unscaled": 9.227041808642667, "train_loss_bbox_unscaled": 0.03536762300145345, "train_loss_ce_unscaled": 0.1644255146313694, "train_loss_giou_unscaled": 0.22877474209923843, "test_class_error": 21.670188722991945, "test_loss": 1.2897517440795898, "test_loss_bbox": 0.21511737906932832, "test_loss_ce": 0.5250956337630749, "test_loss_giou": 0.5495387316823006, "test_cardinality_error_unscaled": 4.4612, "test_class_error_unscaled": 21.670188722991945, "test_loss_bbox_unscaled": 0.043023475834727286, "test_loss_ce_unscaled": 0.5250956337630749, "test_loss_giou_unscaled": 0.2747693658411503, "test_coco_eval_bbox": [0.41912744705528315, 0.6200979607965272, 0.4439890130833848, 0.1949857945846317, 0.4508082521950464, 0.6274400227943424, 0.3386525871866482, 0.536673316823878, 0.5744948529667081, 0.29884942092003364, 0.6211694247239168, 0.8214034015287994], "epoch": 139, "n_parameters": 127798368}
{"train_lr": 4.289426592292906e-07, "train_class_error": 9.299674023895646, "train_loss": 0.7989162533153108, "train_loss_bbox": 0.17657333103710368, "train_loss_ce": 0.16475218552005125, "train_loss_giou": 0.45759073722728144, "train_cardinality_error_unscaled": 4.68568240227242, "train_class_error_unscaled": 9.299674023895646, "train_loss_bbox_unscaled": 0.0353146662199803, "train_loss_ce_unscaled": 0.16475218552005125, "train_loss_giou_unscaled": 0.22879536861364072, "test_class_error": 21.755270040893556, "test_loss": 1.2953631389141083, "test_loss_bbox": 0.21544471168518067, "test_loss_ce": 0.5302837866127491, "test_loss_giou": 0.54963463742733, "test_cardinality_error_unscaled": 4.416, "test_class_error_unscaled": 21.755270040893556, "test_loss_bbox_unscaled": 0.04308894236087799, "test_loss_ce_unscaled": 0.5302837866127491, "test_loss_giou_unscaled": 0.274817318713665, "test_coco_eval_bbox": [0.4199851435321142, 0.6212441314948203, 0.44484013423720864, 0.19607007458587913, 0.45131606631351306, 0.6278559278273098, 0.3382242509337406, 0.5364726064195534, 0.5745064761068079, 0.30114778539258125, 0.620955344603969, 0.8229814666505011], "epoch": 140, "n_parameters": 127798368}
{"train_lr": 3.720623708641324e-07, "train_class_error": 9.242606608161065, "train_loss": 0.7985681002360226, "train_loss_bbox": 0.17655065229464154, "train_loss_ce": 0.16461727308857937, "train_loss_giou": 0.4574001748379369, "train_cardinality_error_unscaled": 4.6748782632219665, "train_class_error_unscaled": 9.242606608161065, "train_loss_bbox_unscaled": 0.03531013045877714, "train_loss_ce_unscaled": 0.16461727308857937, "train_loss_giou_unscaled": 0.22870008741896844, "test_class_error": 21.80831951446533, "test_loss": 1.2921422341823579, "test_loss_bbox": 0.21516534398794174, "test_loss_ce": 0.5279260222911835, "test_loss_giou": 0.5490508675575256, "test_cardinality_error_unscaled": 4.4152, "test_class_error_unscaled": 21.80831951446533, "test_loss_bbox_unscaled": 0.043033068752288815, "test_loss_ce_unscaled": 0.5279260222911835, "test_loss_giou_unscaled": 0.2745254337787628, "test_coco_eval_bbox": [0.418362473421279, 0.6208757162636367, 0.4427029341656383, 0.19480999082973338, 0.45055510952335887, 0.6237948391562438, 0.3382512939887076, 0.5352443415018486, 0.5735487542038848, 0.297163548997989, 0.6191150008036945, 0.8225807521813122], "epoch": 141, "n_parameters": 127798368}
{"train_lr": 3.2052372842773256e-07, "train_class_error": 9.24752469113114, "train_loss": 0.7993069098758211, "train_loss_bbox": 0.1768386137880759, "train_loss_ce": 0.16444376519953371, "train_loss_giou": 0.4580245313186631, "train_cardinality_error_unscaled": 4.688996347896659, "train_class_error_unscaled": 9.24752469113114, "train_loss_bbox_unscaled": 0.03536772275450363, "train_loss_ce_unscaled": 0.16444376519953371, "train_loss_giou_unscaled": 0.22901226565933155, "test_class_error": 22.0124056098938, "test_loss": 1.297619834280014, "test_loss_bbox": 0.2152780028104782, "test_loss_ce": 0.5331350250124931, "test_loss_giou": 0.5492068071246147, "test_cardinality_error_unscaled": 4.366, "test_class_error_unscaled": 22.0124056098938, "test_loss_bbox_unscaled": 0.04305560052990914, "test_loss_ce_unscaled": 0.5331350250124931, "test_loss_giou_unscaled": 0.27460340356230734, "test_coco_eval_bbox": [0.41867032719991115, 0.620253849817484, 0.4444737505822307, 0.19546328895172316, 0.45176875772316716, 0.6215247599124875, 0.33863992116903563, 0.5361809794941212, 0.5745630719242643, 0.3002698799592718, 0.621893553189486, 0.8201866285348893], "epoch": 142, "n_parameters": 127798368}
{"train_lr": 2.7434933847228757e-07, "train_class_error": 9.319176507225125, "train_loss": 0.7972251626207012, "train_loss_bbox": 0.1759610548333275, "train_loss_ce": 0.16483306476082182, "train_loss_giou": 0.45643104295373915, "train_cardinality_error_unscaled": 4.673077573380224, "train_class_error_unscaled": 9.319176507225125, "train_loss_bbox_unscaled": 0.03519221095588216, "train_loss_ce_unscaled": 0.16483306476082182, "train_loss_giou_unscaled": 0.22821552147686958, "test_class_error": 21.98044945831299, "test_loss": 1.2945352942466737, "test_loss_bbox": 0.2149277193903923, "test_loss_ce": 0.5311683135569095, "test_loss_giou": 0.548439261341095, "test_cardinality_error_unscaled": 4.3854, "test_class_error_unscaled": 21.98044945831299, "test_loss_bbox_unscaled": 0.042985543903708456, "test_loss_ce_unscaled": 0.5311683135569095, "test_loss_giou_unscaled": 0.2742196306705475, "test_coco_eval_bbox": [0.4199390466793661, 0.6222493422659621, 0.44581740393472147, 0.19577114866045933, 0.45216339952756224, 0.6229374275645082, 0.3389634893831186, 0.5365756305688962, 0.5748859725548628, 0.3004774080208576, 0.6220226164401821, 0.8185961877153674], "epoch": 143, "n_parameters": 127798368}
{"train_lr": 2.335594546107727e-07, "train_class_error": 9.245849921773319, "train_loss": 0.7972682830136247, "train_loss_bbox": 0.17626246307123325, "train_loss_ce": 0.1644796323527586, "train_loss_giou": 0.45652618784652454, "train_cardinality_error_unscaled": 4.65336297849317, "train_class_error_unscaled": 9.245849921773319, "train_loss_bbox_unscaled": 0.035252492615166255, "train_loss_ce_unscaled": 0.1644796323527586, "train_loss_giou_unscaled": 0.22826309392326227, "test_class_error": 21.750053455352784, "test_loss": 1.2942648562431336, "test_loss_bbox": 0.2155935170173645, "test_loss_ce": 0.5286349167585372, "test_loss_giou": 0.5500364211082458, "test_cardinality_error_unscaled": 4.4088, "test_class_error_unscaled": 21.750053455352784, "test_loss_bbox_unscaled": 0.043118703457713126, "test_loss_ce_unscaled": 0.5286349167585372, "test_loss_giou_unscaled": 0.2750182105541229, "test_coco_eval_bbox": [0.42049479416386554, 0.6225174197989403, 0.44593176595248796, 0.196040303872184, 0.4524871597223154, 0.6270240377664003, 0.33910274256711476, 0.5367480845886218, 0.5752320279397631, 0.3004132532059936, 0.6215269847924364, 0.8217129397177141], "epoch": 144, "n_parameters": 127798368}
{"train_lr": 1.9817196863480122e-07, "train_class_error": 9.217683945588357, "train_loss": 0.7952450761302196, "train_loss_bbox": 0.1758163053969174, "train_loss_ce": 0.16349010792080035, "train_loss_giou": 0.45593866291491825, "train_cardinality_error_unscaled": 4.643547950764236, "train_class_error_unscaled": 9.217683945588357, "train_loss_bbox_unscaled": 0.03516326109107383, "train_loss_ce_unscaled": 0.16349010792080035, "train_loss_giou_unscaled": 0.22796933145745912, "test_class_error": 21.84667329940796, "test_loss": 1.292923909330368, "test_loss_bbox": 0.21502254106998445, "test_loss_ce": 0.5293781134009361, "test_loss_giou": 0.5485232579827308, "test_cardinality_error_unscaled": 4.3748, "test_class_error_unscaled": 21.84667329940796, "test_loss_bbox_unscaled": 0.043004508206248286, "test_loss_ce_unscaled": 0.5293781134009361, "test_loss_giou_unscaled": 0.2742616289913654, "test_coco_eval_bbox": [0.42007407249932444, 0.6221166449729754, 0.445192979826207, 0.1962987174500587, 0.4525572700235711, 0.623365528147472, 0.3389137385113813, 0.5369161775048046, 0.5752590717733063, 0.30024348106916254, 0.6216212055507732, 0.824686050572837], "epoch": 145, "n_parameters": 127798368}
{"train_lr": 1.6820240266498594e-07, "train_class_error": 9.217537060781082, "train_loss": 0.7956446598619162, "train_loss_bbox": 0.17563889211178002, "train_loss_ce": 0.1640705369441495, "train_loss_giou": 0.45593523046025225, "train_cardinality_error_unscaled": 4.639938117137833, "train_class_error_unscaled": 9.217537060781082, "train_loss_bbox_unscaled": 0.03512777842091991, "train_loss_ce_unscaled": 0.1640705369441495, "train_loss_giou_unscaled": 0.22796761523012612, "test_class_error": 21.788683709716796, "test_loss": 1.2926977913856506, "test_loss_bbox": 0.21520668575763702, "test_loss_ce": 0.529197523355484, "test_loss_giou": 0.5482935829162597, "test_cardinality_error_unscaled": 4.3852, "test_class_error_unscaled": 21.788683709716796, "test_loss_bbox_unscaled": 0.04304133708178997, "test_loss_ce_unscaled": 0.529197523355484, "test_loss_giou_unscaled": 0.27414679145812987, "test_coco_eval_bbox": [0.42018856288211676, 0.6226948050798942, 0.44385750059000245, 0.19529583202160036, 0.4530685806615351, 0.6234375077241954, 0.3388824198401182, 0.5365953593123303, 0.5752953317839694, 0.2991764540461379, 0.621928315524947, 0.8194313626071457], "epoch": 146, "n_parameters": 127798368}
{"train_lr": 1.4366390234368317e-07, "train_class_error": 9.131444576514456, "train_loss": 0.7937934520109796, "train_loss_bbox": 0.1757034774505365, "train_loss_ce": 0.1630398070851126, "train_loss_giou": 0.4550501676658026, "train_cardinality_error_unscaled": 4.6359140403084, "train_class_error_unscaled": 9.131444576514456, "train_loss_bbox_unscaled": 0.03514069548899873, "train_loss_ce_unscaled": 0.1630398070851126, "train_loss_giou_unscaled": 0.2275250838329013, "test_class_error": 21.942285275268556, "test_loss": 1.2941556528091431, "test_loss_bbox": 0.21517073174715043, "test_loss_ce": 0.5310203655540943, "test_loss_giou": 0.5479645563364028, "test_cardinality_error_unscaled": 4.3634, "test_class_error_unscaled": 21.942285275268556, "test_loss_bbox_unscaled": 0.043034146383404734, "test_loss_ce_unscaled": 0.5310203655540943, "test_loss_giou_unscaled": 0.2739822781682014, "test_coco_eval_bbox": [0.42006979990816956, 0.6225564907122962, 0.44397814151815224, 0.19486832907584517, 0.4529041911955244, 0.6239084660887919, 0.33852015273595143, 0.5367309472739208, 0.5744616621178086, 0.29833414800731856, 0.6214145989058611, 0.8194016549489818], "epoch": 147, "n_parameters": 127798368}
{"train_lr": 1.2456723106805224e-07, "train_class_error": 9.175254470776693, "train_loss": 0.7947891880445063, "train_loss_bbox": 0.1756999626676099, "train_loss_ce": 0.16341229579504038, "train_loss_giou": 0.4556769297473222, "train_cardinality_error_unscaled": 4.638720749357501, "train_class_error_unscaled": 9.175254470776693, "train_loss_bbox_unscaled": 0.03513999254283143, "train_loss_ce_unscaled": 0.16341229579504038, "train_loss_giou_unscaled": 0.2278384648736611, "test_class_error": 21.917658017730712, "test_loss": 1.2935349103927611, "test_loss_bbox": 0.21491378175020218, "test_loss_ce": 0.5306251812696456, "test_loss_giou": 0.5479959472894669, "test_cardinality_error_unscaled": 4.3776, "test_class_error_unscaled": 21.917658017730712, "test_loss_bbox_unscaled": 0.042982756343483926, "test_loss_ce_unscaled": 0.5306251812696456, "test_loss_giou_unscaled": 0.27399797364473344, "test_coco_eval_bbox": [0.41993036693214053, 0.6224344112707997, 0.4433189099326707, 0.19641289455379607, 0.45307455245143546, 0.6213417215870913, 0.3386664587505757, 0.5369810919834938, 0.5747707735102635, 0.29931440883624033, 0.622903484615853, 0.8206591408092343], "epoch": 148, "n_parameters": 127798368}
{"train_lr": 1.1092076526919811e-07, "train_class_error": 9.31301658588576, "train_loss": 0.7958529049833718, "train_loss_bbox": 0.1755927572278544, "train_loss_ce": 0.16455342724429156, "train_loss_giou": 0.4557067204347914, "train_cardinality_error_unscaled": 4.642956174759908, "train_class_error_unscaled": 9.31301658588576, "train_loss_bbox_unscaled": 0.03511855145425046, "train_loss_ce_unscaled": 0.16455342724429156, "train_loss_giou_unscaled": 0.2278533602173957, "test_class_error": 21.90071451034546, "test_loss": 1.297476669549942, "test_loss_bbox": 0.21468879305124283, "test_loss_ce": 0.5339900367081165, "test_loss_giou": 0.548797838139534, "test_cardinality_error_unscaled": 4.3486, "test_class_error_unscaled": 21.90071451034546, "test_loss_bbox_unscaled": 0.0429377586632967, "test_loss_ce_unscaled": 0.5339900367081165, "test_loss_giou_unscaled": 0.274398919069767, "test_coco_eval_bbox": [0.42004877019461906, 0.6222981342364823, 0.4449012089574014, 0.19527663653756538, 0.4531038389752106, 0.6213406727809161, 0.33848445157961926, 0.536570769549944, 0.5751091162669417, 0.2977079908423519, 0.6234873170504429, 0.8195753603420813], "epoch": 149, "n_parameters": 127798368}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment