{"train_lr": 9.999999999999034e-05, "train_loss": 12.984692434377944, "train_loss_bbox": 1.5050053002530321, "train_loss_bbox_0": 1.6361290418514425, "train_loss_bbox_1": 1.5300939495557122, "train_loss_bbox_2": 1.5087710960752516, "train_loss_ce": 0.4282134822626101, "train_loss_ce_0": 0.4352505799020404, "train_loss_ce_1": 0.43036515820278926, "train_loss_ce_2": 0.4286004342667885, "train_loss_dice": 0.3335578755099378, "train_loss_dice_0": 0.33693846009829514, "train_loss_dice_1": 0.333424962097373, "train_loss_dice_2": 0.3330707696133664, "train_loss_giou": 0.8600559136414913, "train_loss_giou_0": 0.9858618936395696, "train_loss_giou_1": 0.8923253551235583, "train_loss_giou_2": 0.8665938171224058, "train_loss_mask": 0.03496405044364209, "train_loss_mask_0": 0.03521290521103628, "train_loss_mask_1": 0.03517914274163957, "train_loss_mask_2": 0.03507826211732632, "train_loss_bbox_unscaled": 0.3010010599966667, "train_loss_bbox_0_unscaled": 0.32722580827643816, "train_loss_bbox_1_unscaled": 0.30601878972900504, "train_loss_bbox_2_unscaled": 0.30175421925447715, "train_loss_ce_unscaled": 0.21410674113130504, "train_loss_ce_0_unscaled": 0.2176252899510202, "train_loss_ce_1_unscaled": 0.21518257910139463, "train_loss_ce_2_unscaled": 0.21430021713339426, "train_loss_dice_unscaled": 0.06671157511078603, "train_loss_dice_0_unscaled": 0.06738769198945398, "train_loss_dice_1_unscaled": 0.06668499241702554, "train_loss_dice_2_unscaled": 0.06661415392563634, "train_loss_giou_unscaled": 0.4300279568207456, "train_loss_giou_0_unscaled": 0.4929309468197848, "train_loss_giou_1_unscaled": 0.44616267756177913, "train_loss_giou_2_unscaled": 0.4332969085612029, "train_loss_mask_unscaled": 0.017482025221821046, "train_loss_mask_0_unscaled": 0.01760645260551814, "train_loss_mask_1_unscaled": 0.017589571370819786, "train_loss_mask_2_unscaled": 0.01753913105866316, "train_grad_norm": 23.48961085698868, "epoch": 0, "n_parameters": 51394175} {"train_lr": 9.999999999999034e-05, "train_loss": 10.318355648386605, "train_loss_bbox": 1.1575654319606714, "train_loss_bbox_0": 1.2641562164221654, "train_loss_bbox_1": 1.1745466717617357, "train_loss_bbox_2": 1.1599088503395076, "train_loss_ce": 0.38917878319009463, "train_loss_ce_0": 0.40290105710526136, "train_loss_ce_1": 0.3921284742139975, "train_loss_ce_2": 0.38983269883976596, "train_loss_dice": 0.24943664491299966, "train_loss_dice_0": 0.2504591647214766, "train_loss_dice_1": 0.2494537870003345, "train_loss_dice_2": 0.24933459336782718, "train_loss_giou": 0.6862375028392109, "train_loss_giou_0": 0.7972676351674917, "train_loss_giou_1": 0.7084888624115507, "train_loss_giou_2": 0.690267778351926, "train_loss_mask": 0.02676274117392874, "train_loss_mask_0": 0.02681957988174134, "train_loss_mask_1": 0.0268020996416184, "train_loss_mask_2": 0.026807081945350555, "train_loss_bbox_unscaled": 0.23151308638016113, "train_loss_bbox_0_unscaled": 0.2528312433655846, "train_loss_bbox_1_unscaled": 0.2349093343481142, "train_loss_bbox_2_unscaled": 0.2319817700640314, "train_loss_ce_unscaled": 0.19458939159504732, "train_loss_ce_0_unscaled": 0.20145052855263068, "train_loss_ce_1_unscaled": 0.19606423710699875, "train_loss_ce_2_unscaled": 0.19491634941988298, "train_loss_dice_unscaled": 0.04988732901343993, "train_loss_dice_0_unscaled": 0.050091832938943676, "train_loss_dice_1_unscaled": 0.04989075740194149, "train_loss_dice_2_unscaled": 0.049866918704979904, "train_loss_giou_unscaled": 0.34311875141960546, "train_loss_giou_0_unscaled": 0.39863381758374583, "train_loss_giou_1_unscaled": 0.35424443120577537, "train_loss_giou_2_unscaled": 0.345133889175963, "train_loss_mask_unscaled": 0.01338137058696437, "train_loss_mask_0_unscaled": 0.01340978994087067, "train_loss_mask_1_unscaled": 0.0134010498208092, "train_loss_mask_2_unscaled": 0.013403540972675277, "train_grad_norm": 23.302914703659553, "epoch": 1, "n_parameters": 51394175} {"train_lr": 9.999999999999034e-05, "train_loss": 9.442553689210662, "train_loss_bbox": 1.0534875864197357, "train_loss_bbox_0": 1.1499177480022607, "train_loss_bbox_1": 1.067635088733299, "train_loss_bbox_2": 1.0553035437262548, "train_loss_ce": 0.36518326315237576, "train_loss_ce_0": 0.3786383461554555, "train_loss_ce_1": 0.367744926094438, "train_loss_ce_2": 0.3659808380719313, "train_loss_dice": 0.21993165163456468, "train_loss_dice_0": 0.2204003366965596, "train_loss_dice_1": 0.21999736200927691, "train_loss_dice_2": 0.21983427115654888, "train_loss_giou": 0.6349030288504602, "train_loss_giou_0": 0.7370590977458421, "train_loss_giou_1": 0.6533924112453658, "train_loss_giou_2": 0.637994860238083, "train_loss_mask": 0.023746768061170504, "train_loss_mask_0": 0.023815260859620997, "train_loss_mask_1": 0.023790695100569796, "train_loss_mask_2": 0.023796596418542818, "train_loss_bbox_unscaled": 0.2106975172785048, "train_loss_bbox_0_unscaled": 0.22998354961677916, "train_loss_bbox_1_unscaled": 0.2135270177143685, "train_loss_bbox_2_unscaled": 0.21106070873835733, "train_loss_ce_unscaled": 0.18259163157618788, "train_loss_ce_0_unscaled": 0.18931917307772775, "train_loss_ce_1_unscaled": 0.183872463047219, "train_loss_ce_2_unscaled": 0.18299041903596566, "train_loss_dice_unscaled": 0.043986330338251174, "train_loss_dice_0_unscaled": 0.044080067343423915, "train_loss_dice_1_unscaled": 0.04399947238976127, "train_loss_dice_2_unscaled": 0.04396685425147672, "train_loss_giou_unscaled": 0.3174515144252301, "train_loss_giou_0_unscaled": 0.36852954887292105, "train_loss_giou_1_unscaled": 0.3266962056226829, "train_loss_giou_2_unscaled": 0.3189974301190415, "train_loss_mask_unscaled": 0.011873384030585252, "train_loss_mask_0_unscaled": 0.011907630429810499, "train_loss_mask_1_unscaled": 0.011895347550284898, "train_loss_mask_2_unscaled": 0.011898298209271409, "train_grad_norm": 23.73952865538664, "epoch": 2, "n_parameters": 51394175} {"train_lr": 9.999999999999034e-05, "train_loss": 8.906608673458257, "train_loss_bbox": 0.9897744607256852, "train_loss_bbox_0": 1.0799793254854075, "train_loss_bbox_1": 1.0024809406161859, "train_loss_bbox_2": 0.9915299662598619, "train_loss_ce": 0.3506061436753412, "train_loss_ce_0": 0.36219372016473517, "train_loss_ce_1": 0.3528855088002186, "train_loss_ce_2": 0.3513462612532861, "train_loss_dice": 0.20326418486999698, "train_loss_dice_0": 0.2035892003772708, "train_loss_dice_1": 0.20327583179101572, "train_loss_dice_2": 0.20320584178249051, "train_loss_giou": 0.6022174710742104, "train_loss_giou_0": 0.6987270953090012, "train_loss_giou_1": 0.6184777673885677, "train_loss_giou_2": 0.6048291534216854, "train_loss_mask": 0.02203040413904526, "train_loss_mask_0": 0.022084355115525867, "train_loss_mask_1": 0.022047365729625013, "train_loss_mask_2": 0.02206367389469427, "train_loss_bbox_unscaled": 0.19795489214223447, "train_loss_bbox_0_unscaled": 0.2159958652037516, "train_loss_bbox_1_unscaled": 0.20049618807292566, "train_loss_bbox_2_unscaled": 0.19830599326479215, "train_loss_ce_unscaled": 0.1753030718376706, "train_loss_ce_0_unscaled": 0.18109686008236758, "train_loss_ce_1_unscaled": 0.1764427544001093, "train_loss_ce_2_unscaled": 0.17567313062664305, "train_loss_dice_unscaled": 0.04065283698975198, "train_loss_dice_0_unscaled": 0.04071784007738922, "train_loss_dice_1_unscaled": 0.04065516635533079, "train_loss_dice_2_unscaled": 0.040641168344827276, "train_loss_giou_unscaled": 0.3011087355371052, "train_loss_giou_0_unscaled": 0.3493635476545006, "train_loss_giou_1_unscaled": 0.3092388836942839, "train_loss_giou_2_unscaled": 0.3024145767108427, "train_loss_mask_unscaled": 0.01101520206952263, "train_loss_mask_0_unscaled": 0.011042177557762933, "train_loss_mask_1_unscaled": 0.011023682864812506, "train_loss_mask_2_unscaled": 0.011031836947347134, "train_grad_norm": 24.38705828476045, "epoch": 3, "n_parameters": 51394175} {"train_lr": 9.999999999999034e-05, "train_loss": 8.516538999847135, "train_loss_bbox": 0.9424486348414399, "train_loss_bbox_0": 1.027760010618115, "train_loss_bbox_1": 0.9541865587669885, "train_loss_bbox_2": 0.9441437262087207, "train_loss_ce": 0.34046472879709455, "train_loss_ce_0": 0.350902043761308, "train_loss_ce_1": 0.3424799153495847, "train_loss_ce_2": 0.340991491137866, "train_loss_dice": 0.19083067446054552, "train_loss_dice_0": 0.19117329556036283, "train_loss_dice_1": 0.1908590139807717, "train_loss_dice_2": 0.19073151116217898, "train_loss_giou": 0.5792991389518879, "train_loss_giou_0": 0.6714545470409875, "train_loss_giou_1": 0.5942620596524987, "train_loss_giou_2": 0.581681553941686, "train_loss_mask": 0.02066706926587214, "train_loss_mask_0": 0.020753039589089608, "train_loss_mask_1": 0.0207345472875051, "train_loss_mask_2": 0.02071544744938167, "train_loss_bbox_unscaled": 0.18848972698836422, "train_loss_bbox_0_unscaled": 0.20555200212011573, "train_loss_bbox_1_unscaled": 0.1908373117390057, "train_loss_bbox_2_unscaled": 0.18882874522299825, "train_loss_ce_unscaled": 0.17023236439854728, "train_loss_ce_0_unscaled": 0.175451021880654, "train_loss_ce_1_unscaled": 0.17123995767479236, "train_loss_ce_2_unscaled": 0.170495745568933, "train_loss_dice_unscaled": 0.03816613488890416, "train_loss_dice_0_unscaled": 0.03823465911285868, "train_loss_dice_1_unscaled": 0.03817180280017563, "train_loss_dice_2_unscaled": 0.038146302242473916, "train_loss_giou_unscaled": 0.28964956947594395, "train_loss_giou_0_unscaled": 0.33572727352049375, "train_loss_giou_1_unscaled": 0.29713102982624934, "train_loss_giou_2_unscaled": 0.290840776970843, "train_loss_mask_unscaled": 0.01033353463293607, "train_loss_mask_0_unscaled": 0.010376519794544804, "train_loss_mask_1_unscaled": 0.01036727364375255, "train_loss_mask_2_unscaled": 0.010357723724690834, "train_grad_norm": 24.75682092678546, "epoch": 4, "n_parameters": 51394175} {"train_lr": 9.999999999999034e-05, "train_loss": 8.186927857680343, "train_loss_bbox": 0.9020926852295339, "train_loss_bbox_0": 0.9842834554896244, "train_loss_bbox_1": 0.9130859564442244, "train_loss_bbox_2": 0.9037600656350454, "train_loss_ce": 0.32987767983088584, "train_loss_ce_0": 0.3399717337683553, "train_loss_ce_1": 0.3315541236303464, "train_loss_ce_2": 0.33031256384310054, "train_loss_dice": 0.18159434045193673, "train_loss_dice_0": 0.18177421868486013, "train_loss_dice_1": 0.1816171163561698, "train_loss_dice_2": 0.18153920785897584, "train_loss_giou": 0.5605470804246193, "train_loss_giou_0": 0.6489862304196885, "train_loss_giou_1": 0.5745225092626685, "train_loss_giou_2": 0.5626903696765897, "train_loss_mask": 0.01963345523236992, "train_loss_mask_0": 0.019716453938403683, "train_loss_mask_1": 0.019691968608894606, "train_loss_mask_2": 0.019676642596422926, "train_loss_bbox_unscaled": 0.18041853711980183, "train_loss_bbox_0_unscaled": 0.19685669108667733, "train_loss_bbox_1_unscaled": 0.1826171912800162, "train_loss_bbox_2_unscaled": 0.1807520132163846, "train_loss_ce_unscaled": 0.16493883991544292, "train_loss_ce_0_unscaled": 0.16998586688417766, "train_loss_ce_1_unscaled": 0.1657770618151732, "train_loss_ce_2_unscaled": 0.16515628192155027, "train_loss_dice_unscaled": 0.03631886808338788, "train_loss_dice_0_unscaled": 0.036354843731695966, "train_loss_dice_1_unscaled": 0.03632342326018296, "train_loss_dice_2_unscaled": 0.036307841585945286, "train_loss_giou_unscaled": 0.28027354021230966, "train_loss_giou_0_unscaled": 0.32449311520984425, "train_loss_giou_1_unscaled": 0.28726125463133423, "train_loss_giou_2_unscaled": 0.28134518483829485, "train_loss_mask_unscaled": 0.00981672761618496, "train_loss_mask_0_unscaled": 0.009858226969201841, "train_loss_mask_1_unscaled": 0.009845984304447303, "train_loss_mask_2_unscaled": 0.009838321298211463, "train_grad_norm": 25.6039536210413, "epoch": 5, "n_parameters": 51394175} {"train_lr": 9.999999999999034e-05, "train_loss": 7.9543053886931245, "train_loss_bbox": 0.8746033648146736, "train_loss_bbox_0": 0.9538038693173115, "train_loss_bbox_1": 0.8850033705052245, "train_loss_bbox_2": 0.8762399625438595, "train_loss_ce": 0.32169215252222194, "train_loss_ce_0": 0.33138468075946076, "train_loss_ce_1": 0.32355480668398867, "train_loss_ce_2": 0.32231928772783525, "train_loss_dice": 0.1748860887539105, "train_loss_dice_0": 0.17499362937782542, "train_loss_dice_1": 0.17486051018991192, "train_loss_dice_2": 0.1748204778641929, "train_loss_giou": 0.5473511195610449, "train_loss_giou_0": 0.6333142463896396, "train_loss_giou_1": 0.5605165781503896, "train_loss_giou_2": 0.5494822429697309, "train_loss_mask": 0.018844422120806538, "train_loss_mask_0": 0.018911402628423488, "train_loss_mask_1": 0.018875545391986926, "train_loss_mask_2": 0.01884763689145383, "train_loss_bbox_unscaled": 0.1749206729461239, "train_loss_bbox_0_unscaled": 0.19076077389466511, "train_loss_bbox_1_unscaled": 0.1770006740681489, "train_loss_bbox_2_unscaled": 0.17524799249208203, "train_loss_ce_unscaled": 0.16084607626111097, "train_loss_ce_0_unscaled": 0.16569234037973038, "train_loss_ce_1_unscaled": 0.16177740334199434, "train_loss_ce_2_unscaled": 0.16115964386391762, "train_loss_dice_unscaled": 0.03497721775855257, "train_loss_dice_0_unscaled": 0.03499872587062162, "train_loss_dice_1_unscaled": 0.03497210202609991, "train_loss_dice_2_unscaled": 0.03496409556527976, "train_loss_giou_unscaled": 0.27367555978052244, "train_loss_giou_0_unscaled": 0.3166571231948198, "train_loss_giou_1_unscaled": 0.2802582890751948, "train_loss_giou_2_unscaled": 0.27474112148486546, "train_loss_mask_unscaled": 0.009422211060403269, "train_loss_mask_0_unscaled": 0.009455701314211744, "train_loss_mask_1_unscaled": 0.009437772695993463, "train_loss_mask_2_unscaled": 0.009423818445726914, "train_grad_norm": 25.70713941544529, "epoch": 6, "n_parameters": 51394175} {"train_lr": 9.999999999999034e-05, "train_loss": 7.733515795344763, "train_loss_bbox": 0.8482226402827666, "train_loss_bbox_0": 0.9245816748566601, "train_loss_bbox_1": 0.8579221881739205, "train_loss_bbox_2": 0.8497564813289809, "train_loss_ce": 0.3156082125736051, "train_loss_ce_0": 0.3244992424630759, "train_loss_ce_1": 0.31729651937483, "train_loss_ce_2": 0.31615141962954446, "train_loss_dice": 0.16837901649147782, "train_loss_dice_0": 0.16853258505230184, "train_loss_dice_1": 0.16839127089514108, "train_loss_dice_2": 0.16829904190129868, "train_loss_giou": 0.5338251684470259, "train_loss_giou_0": 0.6173093750142846, "train_loss_giou_1": 0.5462475766314961, "train_loss_giou_2": 0.5357908827355713, "train_loss_mask": 0.018158677471735878, "train_loss_mask_0": 0.01820575505480407, "train_loss_mask_1": 0.01817699707133691, "train_loss_mask_2": 0.018161062541304472, "train_loss_bbox_unscaled": 0.16964452810148298, "train_loss_bbox_0_unscaled": 0.1849163349098939, "train_loss_bbox_1_unscaled": 0.171584437639138, "train_loss_bbox_2_unscaled": 0.1699512961820444, "train_loss_ce_unscaled": 0.15780410628680255, "train_loss_ce_0_unscaled": 0.16224962123153794, "train_loss_ce_1_unscaled": 0.158648259687415, "train_loss_ce_2_unscaled": 0.15807570981477223, "train_loss_dice_unscaled": 0.03367580330410074, "train_loss_dice_0_unscaled": 0.03370651703126225, "train_loss_dice_1_unscaled": 0.033678254175944215, "train_loss_dice_2_unscaled": 0.03365980837676756, "train_loss_giou_unscaled": 0.26691258422351294, "train_loss_giou_0_unscaled": 0.3086546875071423, "train_loss_giou_1_unscaled": 0.2731237883157481, "train_loss_giou_2_unscaled": 0.26789544136778565, "train_loss_mask_unscaled": 0.009079338735867939, "train_loss_mask_0_unscaled": 0.009102877527402036, "train_loss_mask_1_unscaled": 0.009088498535668454, "train_loss_mask_2_unscaled": 0.009080531270652236, "train_grad_norm": 26.023471218242573, "epoch": 7, "n_parameters": 51394175} {"train_lr": 9.999999999998776e-06, "train_loss": 6.827397856094284, "train_loss_bbox": 0.7361647485090284, "train_loss_bbox_0": 0.7945621033983662, "train_loss_bbox_1": 0.7430237927889439, "train_loss_bbox_2": 0.7371037732605694, "train_loss_ce": 0.2879367604344979, "train_loss_ce_0": 0.29623551436101797, "train_loss_ce_1": 0.2896191338233655, "train_loss_ce_2": 0.28851428082160346, "train_loss_dice": 0.1469774680303904, "train_loss_dice_0": 0.14727306668319715, "train_loss_dice_1": 0.1470904057470102, "train_loss_dice_2": 0.14704154213702522, "train_loss_giou": 0.4817321910158921, "train_loss_giou_0": 0.5479858251890669, "train_loss_giou_1": 0.49079656986391645, "train_loss_giou_2": 0.4831672701856144, "train_loss_mask": 0.015562376898509549, "train_loss_mask_0": 0.015535234533171417, "train_loss_mask_1": 0.0155553468637605, "train_loss_mask_2": 0.015520456263698893, "train_loss_bbox_unscaled": 0.1472329497050106, "train_loss_bbox_0_unscaled": 0.15891242069974948, "train_loss_bbox_1_unscaled": 0.1486047585040909, "train_loss_bbox_2_unscaled": 0.14742075461099388, "train_loss_ce_unscaled": 0.14396838021724895, "train_loss_ce_0_unscaled": 0.14811775718050899, "train_loss_ce_1_unscaled": 0.14480956691168276, "train_loss_ce_2_unscaled": 0.14425714041080173, "train_loss_dice_unscaled": 0.029395493610870377, "train_loss_dice_0_unscaled": 0.02945461332578496, "train_loss_dice_1_unscaled": 0.029418081153544277, "train_loss_dice_2_unscaled": 0.029408308431184454, "train_loss_giou_unscaled": 0.24086609550794605, "train_loss_giou_0_unscaled": 0.27399291259453346, "train_loss_giou_1_unscaled": 0.24539828493195823, "train_loss_giou_2_unscaled": 0.2415836350928072, "train_loss_mask_unscaled": 0.0077811884492547745, "train_loss_mask_0_unscaled": 0.0077676172665857085, "train_loss_mask_1_unscaled": 0.00777767343188025, "train_loss_mask_2_unscaled": 0.007760228131849446, "train_grad_norm": 24.517824823075944, "epoch": 8, "n_parameters": 51394175} {"train_lr": 9.999999999998776e-06, "train_loss": 6.591591199200394, "train_loss_bbox": 0.7061536515635162, "train_loss_bbox_0": 0.7629210919071624, "train_loss_bbox_1": 0.712922218939999, "train_loss_bbox_2": 0.7073138004270005, "train_loss_ce": 0.28101196847375304, "train_loss_ce_0": 0.28888473542017573, "train_loss_ce_1": 0.282481830127198, "train_loss_ce_2": 0.28142337530195866, "train_loss_dice": 0.14106276354823308, "train_loss_dice_0": 0.14133304206049874, "train_loss_dice_1": 0.1411927337906774, "train_loss_dice_2": 0.1411122904821206, "train_loss_giou": 0.4676508790762062, "train_loss_giou_0": 0.5316008182568903, "train_loss_giou_1": 0.47600264900008943, "train_loss_giou_2": 0.46897128902006224, "train_loss_mask": 0.014900284860991852, "train_loss_mask_0": 0.014896407792438872, "train_loss_mask_1": 0.014881509022781014, "train_loss_mask_2": 0.01487385669183302, "train_loss_bbox_unscaled": 0.1412307303376171, "train_loss_bbox_0_unscaled": 0.15258421833414448, "train_loss_bbox_1_unscaled": 0.14258444380348026, "train_loss_bbox_2_unscaled": 0.14146276012277093, "train_loss_ce_unscaled": 0.14050598423687652, "train_loss_ce_0_unscaled": 0.14444236771008787, "train_loss_ce_1_unscaled": 0.141240915063599, "train_loss_ce_2_unscaled": 0.14071168765097933, "train_loss_dice_unscaled": 0.028212552702118025, "train_loss_dice_0_unscaled": 0.028266608406279457, "train_loss_dice_1_unscaled": 0.028238546756850478, "train_loss_dice_2_unscaled": 0.028222458108578707, "train_loss_giou_unscaled": 0.2338254395381031, "train_loss_giou_0_unscaled": 0.26580040912844516, "train_loss_giou_1_unscaled": 0.23800132450004471, "train_loss_giou_2_unscaled": 0.23448564451003112, "train_loss_mask_unscaled": 0.007450142430495926, "train_loss_mask_0_unscaled": 0.007448203896219436, "train_loss_mask_1_unscaled": 0.007440754511390507, "train_loss_mask_2_unscaled": 0.00743692834591651, "train_grad_norm": 24.657375803513144, "epoch": 9, "n_parameters": 51394175} {"train_lr": 9.999999999997893e-07, "train_loss": 6.480230594105113, "train_loss_bbox": 0.6921025016494371, "train_loss_bbox_0": 0.7463144854106606, "train_loss_bbox_1": 0.6982121477374472, "train_loss_bbox_2": 0.6930720886874243, "train_loss_ce": 0.27794702598176096, "train_loss_ce_0": 0.28576592838703235, "train_loss_ce_1": 0.27958100195618846, "train_loss_ce_2": 0.27849495067385804, "train_loss_dice": 0.13852414791750042, "train_loss_dice_0": 0.1388553309102945, "train_loss_dice_1": 0.1386788645032822, "train_loss_dice_2": 0.13857824848350278, "train_loss_giou": 0.46129334431781693, "train_loss_giou_0": 0.5230609195922337, "train_loss_giou_1": 0.46925443337462125, "train_loss_giou_2": 0.46255992135752155, "train_loss_mask": 0.014493891235021303, "train_loss_mask_0": 0.014499200861222262, "train_loss_mask_1": 0.014468576555805418, "train_loss_mask_2": 0.01447357594414036, "train_loss_bbox_unscaled": 0.13842050030086153, "train_loss_bbox_0_unscaled": 0.14926289706979612, "train_loss_bbox_1_unscaled": 0.1396424295942332, "train_loss_bbox_2_unscaled": 0.13861441772702346, "train_loss_ce_unscaled": 0.13897351299088048, "train_loss_ce_0_unscaled": 0.14288296419351618, "train_loss_ce_1_unscaled": 0.13979050097809423, "train_loss_ce_2_unscaled": 0.13924747533692902, "train_loss_dice_unscaled": 0.0277048295862515, "train_loss_dice_0_unscaled": 0.02777106617462102, "train_loss_dice_1_unscaled": 0.02773577290109485, "train_loss_dice_2_unscaled": 0.027715649678922205, "train_loss_giou_unscaled": 0.23064667215890847, "train_loss_giou_0_unscaled": 0.26153045979611683, "train_loss_giou_1_unscaled": 0.23462721668731062, "train_loss_giou_2_unscaled": 0.23127996067876078, "train_loss_mask_unscaled": 0.007246945617510651, "train_loss_mask_0_unscaled": 0.007249600430611131, "train_loss_mask_1_unscaled": 0.007234288277902709, "train_loss_mask_2_unscaled": 0.00723678797207018, "train_grad_norm": 24.644461000636166, "epoch": 10, "n_parameters": 51394175} {"train_lr": 9.999999999997893e-07, "train_loss": 6.436011858414485, "train_loss_bbox": 0.6867312864745053, "train_loss_bbox_0": 0.7410195069976387, "train_loss_bbox_1": 0.6928164398996254, "train_loss_bbox_2": 0.6877416842034687, "train_loss_ce": 0.27600384948787415, "train_loss_ce_0": 0.2838700459044762, "train_loss_ce_1": 0.2776708568140735, "train_loss_ce_2": 0.276449811106286, "train_loss_dice": 0.1376866509796408, "train_loss_dice_0": 0.13801096547048797, "train_loss_dice_1": 0.13782590137435266, "train_loss_dice_2": 0.13773896989811937, "train_loss_giou": 0.4584369304691291, "train_loss_giou_0": 0.5201753810448418, "train_loss_giou_1": 0.4663309377007608, "train_loss_giou_2": 0.4596667888513605, "train_loss_mask": 0.01446214652764705, "train_loss_mask_0": 0.014466382668106218, "train_loss_mask_1": 0.014458251273851074, "train_loss_mask_2": 0.014449070763461507, "train_loss_bbox_unscaled": 0.13734625728202082, "train_loss_bbox_0_unscaled": 0.14820390140775175, "train_loss_bbox_1_unscaled": 0.13856328801820295, "train_loss_bbox_2_unscaled": 0.1375483368050161, "train_loss_ce_unscaled": 0.13800192474393708, "train_loss_ce_0_unscaled": 0.1419350229522381, "train_loss_ce_1_unscaled": 0.13883542840703675, "train_loss_ce_2_unscaled": 0.138224905553143, "train_loss_dice_unscaled": 0.027537330200463454, "train_loss_dice_0_unscaled": 0.027602193104438063, "train_loss_dice_1_unscaled": 0.027565180257273596, "train_loss_dice_2_unscaled": 0.0275477939792157, "train_loss_giou_unscaled": 0.22921846523456454, "train_loss_giou_0_unscaled": 0.2600876905224209, "train_loss_giou_1_unscaled": 0.2331654688503804, "train_loss_giou_2_unscaled": 0.22983339442568024, "train_loss_mask_unscaled": 0.007231073263823525, "train_loss_mask_0_unscaled": 0.007233191334053109, "train_loss_mask_1_unscaled": 0.007229125636925537, "train_loss_mask_2_unscaled": 0.007224535381730754, "train_grad_norm": 24.97679438117688, "epoch": 11, "n_parameters": 51394175}