|
{"train_lr": 4.999999999999505e-05, "train_class_error": 16.875308091692393, "train_loss": 19.054754629745286, "train_loss_bbox": 0.2899082632281615, "train_loss_bbox_0": 0.32610522171596573, "train_loss_bbox_1": 0.3077612414348396, "train_loss_bbox_2": 0.30082170031314753, "train_loss_bbox_3": 0.2955676713059183, "train_loss_bbox_4": 0.29223895887028584, "train_loss_bbox_dn": 0.547509985871741, "train_loss_bbox_dn_0": 0.6837568560041498, "train_loss_bbox_dn_1": 0.5911692770838689, "train_loss_bbox_dn_2": 0.5617207963547187, "train_loss_bbox_dn_3": 0.5511708203559555, "train_loss_bbox_dn_4": 0.5474583870204347, "train_loss_bbox_interm": 0.3917172089849969, "train_loss_ce": 0.4536186156429861, "train_loss_ce_0": 0.49209034772851573, "train_loss_ce_1": 0.463871417099772, "train_loss_ce_2": 0.45254647151194033, "train_loss_ce_3": 0.449219894572643, "train_loss_ce_4": 0.45013189250491203, "train_loss_ce_dn": 0.13490836637417866, "train_loss_ce_dn_0": 0.17880579150923934, "train_loss_ce_dn_1": 0.14504516050753663, "train_loss_ce_dn_2": 0.13400185485097724, "train_loss_ce_dn_3": 0.13051922154878265, "train_loss_ce_dn_4": 0.13134992614501337, "train_loss_ce_interm": 0.48703548288403387, "train_loss_giou": 0.5836469207095565, "train_loss_giou_0": 0.6325391329493362, "train_loss_giou_1": 0.6084213423080733, "train_loss_giou_2": 0.5984489275531809, "train_loss_giou_3": 0.5912784741415185, "train_loss_giou_4": 0.5867494429123671, "train_loss_giou_dn": 0.7775709345709015, "train_loss_giou_dn_0": 0.9568742260500138, "train_loss_giou_dn_1": 0.8386076079699404, "train_loss_giou_dn_2": 0.7990543743834578, "train_loss_giou_dn_3": 0.783721242911774, "train_loss_giou_dn_4": 0.7770309651593756, "train_loss_giou_interm": 0.7307602216490999, "train_cardinality_error_unscaled": 889.6280772352225, "train_cardinality_error_0_unscaled": 889.5795600568105, "train_cardinality_error_1_unscaled": 889.0425825104829, "train_cardinality_error_2_unscaled": 888.8460621533883, "train_cardinality_error_3_unscaled": 888.6578858379548, "train_cardinality_error_4_unscaled": 889.3755072365751, "train_cardinality_error_dn_unscaled": 185.6858092114162, "train_cardinality_error_dn_0_unscaled": 185.80570302989315, "train_cardinality_error_dn_1_unscaled": 185.65887494927634, "train_cardinality_error_dn_2_unscaled": 185.67401596104423, "train_cardinality_error_dn_3_unscaled": 185.61138915190045, "train_cardinality_error_dn_4_unscaled": 185.66200290815635, "train_cardinality_error_interm_unscaled": 890.4515081834168, "train_class_error_unscaled": 16.875308091692393, "train_loss_bbox_unscaled": 0.05798165265664239, "train_loss_bbox_0_unscaled": 0.06522104434830768, "train_loss_bbox_1_unscaled": 0.06155224829666789, "train_loss_bbox_2_unscaled": 0.060164340088580064, "train_loss_bbox_3_unscaled": 0.05911353424614242, "train_loss_bbox_4_unscaled": 0.05844779175324634, "train_loss_bbox_dn_unscaled": 0.10950199717734638, "train_loss_bbox_dn_0_unscaled": 0.13675137118525962, "train_loss_bbox_dn_1_unscaled": 0.11823385543960019, "train_loss_bbox_dn_2_unscaled": 0.11234415928525433, "train_loss_bbox_dn_3_unscaled": 0.11023416403297072, "train_loss_bbox_dn_4_unscaled": 0.1094916774185235, "train_loss_bbox_interm_unscaled": 0.07834344180813545, "train_loss_ce_unscaled": 0.4536186156429861, "train_loss_ce_0_unscaled": 0.49209034772851573, "train_loss_ce_1_unscaled": 0.463871417099772, "train_loss_ce_2_unscaled": 0.45254647151194033, "train_loss_ce_3_unscaled": 0.449219894572643, "train_loss_ce_4_unscaled": 0.45013189250491203, "train_loss_ce_dn_unscaled": 0.13490836637417866, "train_loss_ce_dn_0_unscaled": 0.17880579150923934, "train_loss_ce_dn_1_unscaled": 0.14504516050753663, "train_loss_ce_dn_2_unscaled": 0.13400185485097724, "train_loss_ce_dn_3_unscaled": 0.13051922154878265, "train_loss_ce_dn_4_unscaled": 0.13134992614501337, "train_loss_ce_interm_unscaled": 0.48703548288403387, "train_loss_giou_unscaled": 0.29182346035477824, "train_loss_giou_0_unscaled": 0.3162695664746681, "train_loss_giou_1_unscaled": 0.30421067115403666, "train_loss_giou_2_unscaled": 0.29922446377659045, "train_loss_giou_3_unscaled": 0.29563923707075923, "train_loss_giou_4_unscaled": 0.29337472145618354, "train_loss_giou_dn_unscaled": 0.38878546728545077, "train_loss_giou_dn_0_unscaled": 0.4784371130250069, "train_loss_giou_dn_1_unscaled": 0.4193038039849702, "train_loss_giou_dn_2_unscaled": 0.3995271871917289, "train_loss_giou_dn_3_unscaled": 0.391860621455887, "train_loss_giou_dn_4_unscaled": 0.3885154825796878, "train_loss_giou_interm_unscaled": 0.36538011082454996, "train_loss_hw_unscaled": 0.038047385997185906, "train_loss_hw_0_unscaled": 0.04254084364817818, "train_loss_hw_1_unscaled": 0.04027880413877747, "train_loss_hw_2_unscaled": 0.03944633455216899, "train_loss_hw_3_unscaled": 0.03876801644915877, "train_loss_hw_4_unscaled": 0.03835550295471204, "train_loss_hw_dn_unscaled": 0.07383843396228358, "train_loss_hw_dn_0_unscaled": 0.09318988385006743, "train_loss_hw_dn_1_unscaled": 0.08010759948751939, "train_loss_hw_dn_2_unscaled": 0.07592169945082282, "train_loss_hw_dn_3_unscaled": 0.07439560924457525, "train_loss_hw_dn_4_unscaled": 0.07383006951791454, "train_loss_hw_interm_unscaled": 0.051101952208838196, "train_loss_xy_unscaled": 0.019934266614578398, "train_loss_xy_0_unscaled": 0.0226802007468027, "train_loss_xy_1_unscaled": 0.0212734441865809, "train_loss_xy_2_unscaled": 0.020718005479471027, "train_loss_xy_3_unscaled": 0.020345517753081865, "train_loss_xy_4_unscaled": 0.020092288749562075, "train_loss_xy_dn_unscaled": 0.035663563196765134, "train_loss_xy_dn_0_unscaled": 0.04356148725211263, "train_loss_xy_dn_1_unscaled": 0.03812625600253322, "train_loss_xy_dn_2_unscaled": 0.03642245977364927, "train_loss_xy_dn_3_unscaled": 0.03583855487884449, "train_loss_xy_dn_4_unscaled": 0.03566160784785753, "train_loss_xy_interm_unscaled": 0.02724148956150518, "test_class_error": 9.97210601501465, "test_loss": 7.323562894630432, "test_loss_bbox": 0.1918973203599453, "test_loss_bbox_0": 0.21227789148688317, "test_loss_bbox_1": 0.20196470318436624, "test_loss_bbox_2": 0.19836948385238648, "test_loss_bbox_3": 0.1956974346578121, "test_loss_bbox_4": 0.19288046636283399, "test_loss_bbox_dn": 0.0, "test_loss_bbox_dn_0": 0.0, "test_loss_bbox_dn_1": 0.0, "test_loss_bbox_dn_2": 0.0, "test_loss_bbox_dn_3": 0.0, "test_loss_bbox_dn_4": 0.0, "test_loss_bbox_interm": 0.2624970171928406, "test_loss_ce": 0.3517921622246504, "test_loss_ce_0": 0.41230174919366835, "test_loss_ce_1": 0.3741029447197914, "test_loss_ce_2": 0.35688853125572206, "test_loss_ce_3": 0.35155945683717726, "test_loss_ce_4": 0.3505551631629467, "test_loss_ce_dn": 0.0, "test_loss_ce_dn_0": 0.0, "test_loss_ce_dn_1": 0.0, "test_loss_ce_dn_2": 0.0, "test_loss_ce_dn_3": 0.0, "test_loss_ce_dn_4": 0.0, "test_loss_ce_interm": 0.4033125644683838, "test_loss_giou": 0.437235798573494, "test_loss_giou_0": 0.4726912403702736, "test_loss_giou_1": 0.4564657313644886, "test_loss_giou_2": 0.4488061881303787, "test_loss_giou_3": 0.4429880308806896, "test_loss_giou_4": 0.4392766215264797, "test_loss_giou_dn": 0.0, "test_loss_giou_dn_0": 0.0, "test_loss_giou_dn_1": 0.0, "test_loss_giou_dn_2": 0.0, "test_loss_giou_dn_3": 0.0, "test_loss_giou_dn_4": 0.0, "test_loss_giou_interm": 0.5700024098157883, "test_cardinality_error_unscaled": 890.252, "test_cardinality_error_0_unscaled": 890.6446, "test_cardinality_error_1_unscaled": 890.6992, "test_cardinality_error_2_unscaled": 890.4588, "test_cardinality_error_3_unscaled": 890.5538, "test_cardinality_error_4_unscaled": 890.8228, "test_cardinality_error_dn_unscaled": 0.0, "test_cardinality_error_dn_0_unscaled": 0.0, "test_cardinality_error_dn_1_unscaled": 0.0, "test_cardinality_error_dn_2_unscaled": 0.0, "test_cardinality_error_dn_3_unscaled": 0.0, "test_cardinality_error_dn_4_unscaled": 0.0, "test_cardinality_error_interm_unscaled": 891.5866, "test_class_error_unscaled": 9.97210601501465, "test_loss_bbox_unscaled": 0.038379464105516674, "test_loss_bbox_0_unscaled": 0.04245557828694582, "test_loss_bbox_1_unscaled": 0.040392940675467254, "test_loss_bbox_2_unscaled": 0.039673896788060665, "test_loss_bbox_3_unscaled": 0.039139486926048996, "test_loss_bbox_4_unscaled": 0.03857609326466918, "test_loss_bbox_dn_unscaled": 0.0, "test_loss_bbox_dn_0_unscaled": 0.0, "test_loss_bbox_dn_1_unscaled": 0.0, "test_loss_bbox_dn_2_unscaled": 0.0, "test_loss_bbox_dn_3_unscaled": 0.0, "test_loss_bbox_dn_4_unscaled": 0.0, "test_loss_bbox_interm_unscaled": 0.05249940341189504, "test_loss_ce_unscaled": 0.3517921622246504, "test_loss_ce_0_unscaled": 0.41230174919366835, "test_loss_ce_1_unscaled": 0.3741029447197914, "test_loss_ce_2_unscaled": 0.35688853125572206, "test_loss_ce_3_unscaled": 0.35155945683717726, "test_loss_ce_4_unscaled": 0.3505551631629467, "test_loss_ce_dn_unscaled": 0.0, "test_loss_ce_dn_0_unscaled": 0.0, "test_loss_ce_dn_1_unscaled": 0.0, "test_loss_ce_dn_2_unscaled": 0.0, "test_loss_ce_dn_3_unscaled": 0.0, "test_loss_ce_dn_4_unscaled": 0.0, "test_loss_ce_interm_unscaled": 0.4033125644683838, "test_loss_giou_unscaled": 0.218617899286747, "test_loss_giou_0_unscaled": 0.2363456201851368, "test_loss_giou_1_unscaled": 0.2282328656822443, "test_loss_giou_2_unscaled": 0.22440309406518935, "test_loss_giou_3_unscaled": 0.2214940154403448, "test_loss_giou_4_unscaled": 0.21963831076323986, "test_loss_giou_dn_unscaled": 0.0, "test_loss_giou_dn_0_unscaled": 0.0, "test_loss_giou_dn_1_unscaled": 0.0, "test_loss_giou_dn_2_unscaled": 0.0, "test_loss_giou_dn_3_unscaled": 0.0, "test_loss_giou_dn_4_unscaled": 0.0, "test_loss_giou_interm_unscaled": 0.28500120490789416, "test_loss_hw_unscaled": 0.025455257530510426, "test_loss_hw_0_unscaled": 0.02801596794873476, "test_loss_hw_1_unscaled": 0.02676198935583234, "test_loss_hw_2_unscaled": 0.026295125140249728, "test_loss_hw_3_unscaled": 0.025959347756952047, "test_loss_hw_4_unscaled": 0.02558364042714238, "test_loss_hw_dn_unscaled": 0.0, "test_loss_hw_dn_0_unscaled": 0.0, "test_loss_hw_dn_1_unscaled": 0.0, "test_loss_hw_dn_2_unscaled": 0.0, "test_loss_hw_dn_3_unscaled": 0.0, "test_loss_hw_dn_4_unscaled": 0.0, "test_loss_hw_interm_unscaled": 0.03476407308429479, "test_loss_xy_unscaled": 0.012924206549860538, "test_loss_xy_0_unscaled": 0.014439610391110181, "test_loss_xy_1_unscaled": 0.013630951273441315, "test_loss_xy_2_unscaled": 0.013378771622478962, "test_loss_xy_3_unscaled": 0.013180139142647386, "test_loss_xy_4_unscaled": 0.012992452748678624, "test_loss_xy_dn_unscaled": 0.0, "test_loss_xy_dn_0_unscaled": 0.0, "test_loss_xy_dn_1_unscaled": 0.0, "test_loss_xy_dn_2_unscaled": 0.0, "test_loss_xy_dn_3_unscaled": 0.0, "test_loss_xy_dn_4_unscaled": 0.0, "test_loss_xy_interm_unscaled": 0.017735330295935273, "test_coco_eval_bbox": [0.2854321710157689, 0.425040839163317, 0.3047286411369999, 0.1504700759871736, 0.30367205806227, 0.417939934914364, 0.2807361159103795, 0.4796568517501642, 0.5898306320543975, 0.35731783121135874, 0.6349050266382815, 0.8034558898141387], "best_res": 0.2854321710157689, "best_ep": 0, "epoch": 0, "n_parameters": 51460670, "now_time": "2024-05-17 21:04:58.404274", "epoch_time": "3:44:15"} |
|
{"train_lr": 4.999999999999505e-05, "train_class_error": 9.332755596022087, "train_loss": 13.933240088496756, "train_loss_bbox": 0.20665933574735917, "train_loss_bbox_0": 0.21797461897068268, "train_loss_bbox_1": 0.21473503261340998, "train_loss_bbox_2": 0.21157071273232222, "train_loss_bbox_3": 0.20940501976495712, "train_loss_bbox_4": 0.20752543794593614, "train_loss_bbox_dn": 0.3795025783020186, "train_loss_bbox_dn_0": 0.5068088424170709, "train_loss_bbox_dn_1": 0.41855490881177193, "train_loss_bbox_dn_2": 0.392018623788141, "train_loss_bbox_dn_3": 0.38257583124009065, "train_loss_bbox_dn_4": 0.3797027367700925, "train_loss_bbox_interm": 0.26017964566367074, "train_loss_ce": 0.3073457720282959, "train_loss_ce_0": 0.37169042132904706, "train_loss_ce_1": 0.32732600857106015, "train_loss_ce_2": 0.3126374915036606, "train_loss_ce_3": 0.30750260360908815, "train_loss_ce_4": 0.3069660000580663, "train_loss_ce_dn": 0.0773297960621926, "train_loss_ce_dn_0": 0.12106903677638209, "train_loss_ce_dn_1": 0.09104421460943343, "train_loss_ce_dn_2": 0.08096697114596473, "train_loss_ce_dn_3": 0.07746593785968173, "train_loss_ce_dn_4": 0.0767035445044855, "train_loss_ce_interm": 0.35977391881701204, "train_loss_giou": 0.4613365090483502, "train_loss_giou_0": 0.48453743748057443, "train_loss_giou_1": 0.4761656035122297, "train_loss_giou_2": 0.46982841731129615, "train_loss_giou_3": 0.46562845171118694, "train_loss_giou_4": 0.46280978883689816, "train_loss_giou_dn": 0.5858796315239212, "train_loss_giou_dn_0": 0.7523442612204841, "train_loss_giou_dn_1": 0.632684798062404, "train_loss_giou_dn_2": 0.6011828137467199, "train_loss_giou_dn_3": 0.5902387499607707, "train_loss_giou_dn_4": 0.5857870866449183, "train_loss_giou_interm": 0.5597814892813106, "train_cardinality_error_unscaled": 888.7282310969837, "train_cardinality_error_0_unscaled": 888.2859968889491, "train_cardinality_error_1_unscaled": 888.4563776545381, "train_cardinality_error_2_unscaled": 889.1109495468687, "train_cardinality_error_3_unscaled": 888.7573972000541, "train_cardinality_error_4_unscaled": 889.1556286351954, "train_cardinality_error_dn_unscaled": 185.6059870823752, "train_cardinality_error_dn_0_unscaled": 185.7457730285405, "train_cardinality_error_dn_1_unscaled": 185.59563100229948, "train_cardinality_error_dn_2_unscaled": 185.63335249560396, "train_cardinality_error_dn_3_unscaled": 185.62910861625863, "train_cardinality_error_dn_4_unscaled": 185.66871533883403, "train_cardinality_error_interm_unscaled": 889.6048880697957, "train_class_error_unscaled": 9.332755596022087, "train_loss_bbox_unscaled": 0.04133186714256848, "train_loss_bbox_0_unscaled": 0.04359492379844483, "train_loss_bbox_1_unscaled": 0.04294700651048775, "train_loss_bbox_2_unscaled": 0.04231414255979245, "train_loss_bbox_3_unscaled": 0.04188100395498181, "train_loss_bbox_4_unscaled": 0.0415050875921854, "train_loss_bbox_dn_unscaled": 0.07590051569285451, "train_loss_bbox_dn_0_unscaled": 0.10136176847691394, "train_loss_bbox_dn_1_unscaled": 0.08371098173499293, "train_loss_bbox_dn_2_unscaled": 0.07840372477219075, "train_loss_bbox_dn_3_unscaled": 0.0765151662558537, "train_loss_bbox_dn_4_unscaled": 0.07594054735741979, "train_loss_bbox_interm_unscaled": 0.05203592914311437, "train_loss_ce_unscaled": 0.3073457720282959, "train_loss_ce_0_unscaled": 0.37169042132904706, "train_loss_ce_1_unscaled": 0.32732600857106015, "train_loss_ce_2_unscaled": 0.3126374915036606, "train_loss_ce_3_unscaled": 0.30750260360908815, "train_loss_ce_4_unscaled": 0.3069660000580663, "train_loss_ce_dn_unscaled": 0.0773297960621926, "train_loss_ce_dn_0_unscaled": 0.12106903677638209, "train_loss_ce_dn_1_unscaled": 0.09104421460943343, "train_loss_ce_dn_2_unscaled": 0.08096697114596473, "train_loss_ce_dn_3_unscaled": 0.07746593785968173, "train_loss_ce_dn_4_unscaled": 0.0767035445044855, "train_loss_ce_interm_unscaled": 0.35977391881701204, "train_loss_giou_unscaled": 0.2306682545241751, "train_loss_giou_0_unscaled": 0.24226871874028721, "train_loss_giou_1_unscaled": 0.23808280175611485, "train_loss_giou_2_unscaled": 0.23491420865564808, "train_loss_giou_3_unscaled": 0.23281422585559347, "train_loss_giou_4_unscaled": 0.23140489441844908, "train_loss_giou_dn_unscaled": 0.2929398157619606, "train_loss_giou_dn_0_unscaled": 0.3761721306102421, "train_loss_giou_dn_1_unscaled": 0.316342399031202, "train_loss_giou_dn_2_unscaled": 0.30059140687335995, "train_loss_giou_dn_3_unscaled": 0.2951193749803854, "train_loss_giou_dn_4_unscaled": 0.29289354332245915, "train_loss_giou_interm_unscaled": 0.2798907446406553, "train_loss_hw_unscaled": 0.027366045966427475, "train_loss_hw_0_unscaled": 0.02878127896715594, "train_loss_hw_1_unscaled": 0.028421717174298308, "train_loss_hw_2_unscaled": 0.02801963979119845, "train_loss_hw_3_unscaled": 0.027731886786724537, "train_loss_hw_4_unscaled": 0.027475541664823338, "train_loss_hw_dn_unscaled": 0.050192207963067684, "train_loss_hw_dn_0_unscaled": 0.06884426547305846, "train_loss_hw_dn_1_unscaled": 0.05611085306538626, "train_loss_hw_dn_2_unscaled": 0.05214760779145786, "train_loss_hw_dn_3_unscaled": 0.05069251666785276, "train_loss_hw_dn_4_unscaled": 0.05022693056213619, "train_loss_hw_interm_unscaled": 0.03434323712422019, "train_loss_xy_unscaled": 0.013965821196013339, "train_loss_xy_0_unscaled": 0.01481364480464548, "train_loss_xy_1_unscaled": 0.014525289360281893, "train_loss_xy_2_unscaled": 0.014294502775711506, "train_loss_xy_3_unscaled": 0.014149117181736441, "train_loss_xy_4_unscaled": 0.014029545887680385, "train_loss_xy_dn_unscaled": 0.025708307699994087, "train_loss_xy_dn_0_unscaled": 0.03251750300228082, "train_loss_xy_dn_1_unscaled": 0.027600128709603277, "train_loss_xy_dn_2_unscaled": 0.026256116957585247, "train_loss_xy_dn_3_unscaled": 0.025822649640878333, "train_loss_xy_dn_4_unscaled": 0.025713616831689955, "train_loss_xy_interm_unscaled": 0.01769269199990367, "test_class_error": 8.199620917510986, "test_loss": 6.2815885774612426, "test_loss_bbox": 0.17430392968654632, "test_loss_bbox_0": 0.18117395672500133, "test_loss_bbox_1": 0.18008446781337262, "test_loss_bbox_2": 0.17700540094971656, "test_loss_bbox_3": 0.1751647237867117, "test_loss_bbox_4": 0.17407584374547005, "test_loss_bbox_dn": 0.0, "test_loss_bbox_dn_0": 0.0, "test_loss_bbox_dn_1": 0.0, "test_loss_bbox_dn_2": 0.0, "test_loss_bbox_dn_3": 0.0, "test_loss_bbox_dn_4": 0.0, "test_loss_bbox_interm": 0.2170912713766098, "test_loss_ce": 0.2746357563763857, "test_loss_ce_0": 0.34640585366487503, "test_loss_ce_1": 0.2968826380521059, "test_loss_ce_2": 0.28143014645129444, "test_loss_ce_3": 0.27643945283442733, "test_loss_ce_4": 0.27564102832227944, "test_loss_ce_dn": 0.0, "test_loss_ce_dn_0": 0.0, "test_loss_ce_dn_1": 0.0, "test_loss_ce_dn_2": 0.0, "test_loss_ce_dn_3": 0.0, "test_loss_ce_dn_4": 0.0, "test_loss_ce_interm": 0.34272673745155335, "test_loss_giou": 0.39670590381622317, "test_loss_giou_0": 0.4146384303867817, "test_loss_giou_1": 0.40814370293617247, "test_loss_giou_2": 0.40293093806505204, "test_loss_giou_3": 0.3994317143380642, "test_loss_giou_4": 0.3969196754217148, "test_loss_giou_dn": 0.0, "test_loss_giou_dn_0": 0.0, "test_loss_giou_dn_1": 0.0, "test_loss_giou_dn_2": 0.0, "test_loss_giou_dn_3": 0.0, "test_loss_giou_dn_4": 0.0, "test_loss_giou_interm": 0.48975700969696045, "test_cardinality_error_unscaled": 885.521, "test_cardinality_error_0_unscaled": 884.74, "test_cardinality_error_1_unscaled": 884.9632, "test_cardinality_error_2_unscaled": 886.616, "test_cardinality_error_3_unscaled": 885.5902, "test_cardinality_error_4_unscaled": 885.2656, "test_cardinality_error_dn_unscaled": 0.0, "test_cardinality_error_dn_0_unscaled": 0.0, "test_cardinality_error_dn_1_unscaled": 0.0, "test_cardinality_error_dn_2_unscaled": 0.0, "test_cardinality_error_dn_3_unscaled": 0.0, "test_cardinality_error_dn_4_unscaled": 0.0, "test_cardinality_error_interm_unscaled": 884.5568, "test_class_error_unscaled": 8.199620917510986, "test_loss_bbox_unscaled": 0.03486078596785665, "test_loss_bbox_0_unscaled": 0.03623479139506817, "test_loss_bbox_1_unscaled": 0.03601689354032278, "test_loss_bbox_2_unscaled": 0.035401080213487146, "test_loss_bbox_3_unscaled": 0.03503294475749135, "test_loss_bbox_4_unscaled": 0.034815168718993664, "test_loss_bbox_dn_unscaled": 0.0, "test_loss_bbox_dn_0_unscaled": 0.0, "test_loss_bbox_dn_1_unscaled": 0.0, "test_loss_bbox_dn_2_unscaled": 0.0, "test_loss_bbox_dn_3_unscaled": 0.0, "test_loss_bbox_dn_4_unscaled": 0.0, "test_loss_bbox_interm_unscaled": 0.04341825427412987, "test_loss_ce_unscaled": 0.2746357563763857, "test_loss_ce_0_unscaled": 0.34640585366487503, "test_loss_ce_1_unscaled": 0.2968826380521059, "test_loss_ce_2_unscaled": 0.28143014645129444, "test_loss_ce_3_unscaled": 0.27643945283442733, "test_loss_ce_4_unscaled": 0.27564102832227944, "test_loss_ce_dn_unscaled": 0.0, "test_loss_ce_dn_0_unscaled": 0.0, "test_loss_ce_dn_1_unscaled": 0.0, "test_loss_ce_dn_2_unscaled": 0.0, "test_loss_ce_dn_3_unscaled": 0.0, "test_loss_ce_dn_4_unscaled": 0.0, "test_loss_ce_interm_unscaled": 0.34272673745155335, "test_loss_giou_unscaled": 0.19835295190811159, "test_loss_giou_0_unscaled": 0.20731921519339086, "test_loss_giou_1_unscaled": 0.20407185146808623, "test_loss_giou_2_unscaled": 0.20146546903252602, "test_loss_giou_3_unscaled": 0.1997158571690321, "test_loss_giou_4_unscaled": 0.1984598377108574, "test_loss_giou_dn_unscaled": 0.0, "test_loss_giou_dn_0_unscaled": 0.0, "test_loss_giou_dn_1_unscaled": 0.0, "test_loss_giou_dn_2_unscaled": 0.0, "test_loss_giou_dn_3_unscaled": 0.0, "test_loss_giou_dn_4_unscaled": 0.0, "test_loss_giou_interm_unscaled": 0.24487850484848023, "test_loss_hw_unscaled": 0.023229562709107997, "test_loss_hw_0_unscaled": 0.024088640861213206, "test_loss_hw_1_unscaled": 0.023968222420290113, "test_loss_hw_2_unscaled": 0.023581926531344652, "test_loss_hw_3_unscaled": 0.02333980087377131, "test_loss_hw_4_unscaled": 0.02320229813680053, "test_loss_hw_dn_unscaled": 0.0, "test_loss_hw_dn_0_unscaled": 0.0, "test_loss_hw_dn_1_unscaled": 0.0, "test_loss_hw_dn_2_unscaled": 0.0, "test_loss_hw_dn_3_unscaled": 0.0, "test_loss_hw_dn_4_unscaled": 0.0, "test_loss_hw_interm_unscaled": 0.02909865519627929, "test_loss_xy_unscaled": 0.011631223243661224, "test_loss_xy_0_unscaled": 0.012146150428429247, "test_loss_xy_1_unscaled": 0.012048671124875546, "test_loss_xy_2_unscaled": 0.01181915374584496, "test_loss_xy_3_unscaled": 0.011693143727257847, "test_loss_xy_4_unscaled": 0.011612870585732162, "test_loss_xy_dn_unscaled": 0.0, "test_loss_xy_dn_0_unscaled": 0.0, "test_loss_xy_dn_1_unscaled": 0.0, "test_loss_xy_dn_2_unscaled": 0.0, "test_loss_xy_dn_3_unscaled": 0.0, "test_loss_xy_dn_4_unscaled": 0.0, "test_loss_xy_interm_unscaled": 0.014319599082320928, "test_coco_eval_bbox": [0.4007904267516943, 0.5685888513067575, 0.4336596239763352, 0.24090101755323975, 0.4262921691570786, 0.5673375772478427, 0.334676744783155, 0.5655753995122299, 0.656255005288486, 0.4446069034178112, 0.6994811313296495, 0.8569826307608409], "best_res": 0.4007904267516943, "best_ep": 1, "epoch": 1, "n_parameters": 51460670, "now_time": "2024-05-18 00:52:50.055329", "epoch_time": "3:47:51"} |
|
{"train_lr": 4.999999999999505e-05, "train_class_error": 7.783587804492717, "train_loss": 12.46551817304853, "train_loss_bbox": 0.19019000256960905, "train_loss_bbox_0": 0.19658323572377914, "train_loss_bbox_1": 0.19630877846209732, "train_loss_bbox_2": 0.19320827344225625, "train_loss_bbox_3": 0.19164733564004707, "train_loss_bbox_4": 0.19072013051799214, "train_loss_bbox_dn": 0.32728913245702745, "train_loss_bbox_dn_0": 0.4471205276135145, "train_loss_bbox_dn_1": 0.36183631686645173, "train_loss_bbox_dn_2": 0.3367776079054221, "train_loss_bbox_dn_3": 0.3291680535688809, "train_loss_bbox_dn_4": 0.32736188674971195, "train_loss_bbox_interm": 0.23134954326105717, "train_loss_ce": 0.26265722380473105, "train_loss_ce_0": 0.331566681469888, "train_loss_ce_1": 0.2837460509168953, "train_loss_ce_2": 0.27010607981597573, "train_loss_ce_3": 0.2642989831140254, "train_loss_ce_4": 0.2630604193955922, "train_loss_ce_dn": 0.06147366956488078, "train_loss_ce_dn_0": 0.1049158839390728, "train_loss_ce_dn_1": 0.07494779603550003, "train_loss_ce_dn_2": 0.06550812109650778, "train_loss_ce_dn_3": 0.06226868512565954, "train_loss_ce_dn_4": 0.06130391836466703, "train_loss_ce_interm": 0.32199241173181903, "train_loss_giou": 0.43092756932602594, "train_loss_giou_0": 0.44722741212805184, "train_loss_giou_1": 0.44379493799859254, "train_loss_giou_2": 0.43614280188876176, "train_loss_giou_3": 0.43341299800267, "train_loss_giou_4": 0.43178825315713365, "train_loss_giou_dn": 0.5297803392344812, "train_loss_giou_dn_0": 0.6815361935767789, "train_loss_giou_dn_1": 0.5702962789462317, "train_loss_giou_dn_2": 0.5416714974210305, "train_loss_giou_dn_3": 0.5329420623075619, "train_loss_giou_dn_4": 0.529682661048553, "train_loss_giou_interm": 0.5089084140318472, "train_cardinality_error_unscaled": 888.7758437035034, "train_cardinality_error_0_unscaled": 889.1075341539294, "train_cardinality_error_1_unscaled": 888.9051974841066, "train_cardinality_error_2_unscaled": 889.4120282699852, "train_cardinality_error_3_unscaled": 888.7639067361017, "train_cardinality_error_4_unscaled": 888.8399499526579, "train_cardinality_error_dn_unscaled": 185.70753584471797, "train_cardinality_error_dn_0_unscaled": 185.85224198566212, "train_cardinality_error_dn_1_unscaled": 185.77678209116732, "train_cardinality_error_dn_2_unscaled": 185.78767076964695, "train_cardinality_error_dn_3_unscaled": 185.78090761531178, "train_cardinality_error_dn_4_unscaled": 185.74474164750438, "train_cardinality_error_interm_unscaled": 889.6041272149331, "train_class_error_unscaled": 7.783587804492717, "train_loss_bbox_unscaled": 0.03803800051709634, "train_loss_bbox_0_unscaled": 0.03931664713782728, "train_loss_bbox_1_unscaled": 0.03926175568978662, "train_loss_bbox_2_unscaled": 0.03864165468449568, "train_loss_bbox_3_unscaled": 0.038329467126245784, "train_loss_bbox_4_unscaled": 0.03814402610115454, "train_loss_bbox_dn_unscaled": 0.06545782649903949, "train_loss_bbox_dn_0_unscaled": 0.08942410552537354, "train_loss_bbox_dn_1_unscaled": 0.07236726337812774, "train_loss_bbox_dn_2_unscaled": 0.0673555215678572, "train_loss_bbox_dn_3_unscaled": 0.06583361070636894, "train_loss_bbox_dn_4_unscaled": 0.06547237734727175, "train_loss_bbox_interm_unscaled": 0.04626990863684266, "train_loss_ce_unscaled": 0.26265722380473105, "train_loss_ce_0_unscaled": 0.331566681469888, "train_loss_ce_1_unscaled": 0.2837460509168953, "train_loss_ce_2_unscaled": 0.27010607981597573, "train_loss_ce_3_unscaled": 0.2642989831140254, "train_loss_ce_4_unscaled": 0.2630604193955922, "train_loss_ce_dn_unscaled": 0.06147366956488078, "train_loss_ce_dn_0_unscaled": 0.1049158839390728, "train_loss_ce_dn_1_unscaled": 0.07494779603550003, "train_loss_ce_dn_2_unscaled": 0.06550812109650778, "train_loss_ce_dn_3_unscaled": 0.06226868512565954, "train_loss_ce_dn_4_unscaled": 0.06130391836466703, "train_loss_ce_interm_unscaled": 0.32199241173181903, "train_loss_giou_unscaled": 0.21546378466301297, "train_loss_giou_0_unscaled": 0.22361370606402592, "train_loss_giou_1_unscaled": 0.22189746899929627, "train_loss_giou_2_unscaled": 0.21807140094438088, "train_loss_giou_3_unscaled": 0.216706499001335, "train_loss_giou_4_unscaled": 0.21589412657856683, "train_loss_giou_dn_unscaled": 0.2648901696172406, "train_loss_giou_dn_0_unscaled": 0.34076809678838943, "train_loss_giou_dn_1_unscaled": 0.28514813947311585, "train_loss_giou_dn_2_unscaled": 0.27083574871051525, "train_loss_giou_dn_3_unscaled": 0.26647103115378096, "train_loss_giou_dn_4_unscaled": 0.2648413305242765, "train_loss_giou_interm_unscaled": 0.2544542070159236, "train_loss_hw_unscaled": 0.025314301974949487, "train_loss_hw_0_unscaled": 0.02608312338475482, "train_loss_hw_1_unscaled": 0.02607873341805067, "train_loss_hw_2_unscaled": 0.025712180545209153, "train_loss_hw_3_unscaled": 0.025511615759916437, "train_loss_hw_4_unscaled": 0.025387798469243064, "train_loss_hw_dn_unscaled": 0.043060764728067906, "train_loss_hw_dn_0_unscaled": 0.060590931789965406, "train_loss_hw_dn_1_unscaled": 0.04818532520947464, "train_loss_hw_dn_2_unscaled": 0.04446624173827739, "train_loss_hw_dn_3_unscaled": 0.04334062931292745, "train_loss_hw_dn_4_unscaled": 0.04307164347884391, "train_loss_hw_interm_unscaled": 0.030736886431980436, "train_loss_xy_unscaled": 0.012723698549295856, "train_loss_xy_0_unscaled": 0.01323352374041212, "train_loss_xy_1_unscaled": 0.013183022309905937, "train_loss_xy_2_unscaled": 0.012929474138530685, "train_loss_xy_3_unscaled": 0.012817851360471576, "train_loss_xy_4_unscaled": 0.01275622765071303, "train_loss_xy_dn_unscaled": 0.022397061796670198, "train_loss_xy_dn_0_unscaled": 0.02883317380280399, "train_loss_xy_dn_1_unscaled": 0.024181938194509166, "train_loss_xy_dn_2_unscaled": 0.022889279829264877, "train_loss_xy_dn_3_unscaled": 0.02249298140975505, "train_loss_xy_dn_4_unscaled": 0.022400733951255466, "train_loss_xy_interm_unscaled": 0.015533022215160563, "test_class_error": 7.092306730651855, "test_loss": 5.903105520629883, "test_loss_bbox": 0.1652728561848402, "test_loss_bbox_0": 0.17350498176813126, "test_loss_bbox_1": 0.17250994852781296, "test_loss_bbox_2": 0.1679649048268795, "test_loss_bbox_3": 0.16688233146071435, "test_loss_bbox_4": 0.16570114315748213, "test_loss_bbox_dn": 0.0, "test_loss_bbox_dn_0": 0.0, "test_loss_bbox_dn_1": 0.0, "test_loss_bbox_dn_2": 0.0, "test_loss_bbox_dn_3": 0.0, "test_loss_bbox_dn_4": 0.0, "test_loss_bbox_interm": 0.20096845301389693, "test_loss_ce": 0.24607625909745692, "test_loss_ce_0": 0.32152409136891363, "test_loss_ce_1": 0.2674539405450225, "test_loss_ce_2": 0.2557130399286747, "test_loss_ce_3": 0.24690935453921556, "test_loss_ce_4": 0.24635074833482504, "test_loss_ce_dn": 0.0, "test_loss_ce_dn_0": 0.0, "test_loss_ce_dn_1": 0.0, "test_loss_ce_dn_2": 0.0, "test_loss_ce_dn_3": 0.0, "test_loss_ce_dn_4": 0.0, "test_loss_ce_interm": 0.3142647341966629, "test_loss_giou": 0.3847306823909283, "test_loss_giou_0": 0.3997903428256512, "test_loss_giou_1": 0.39591794689297677, "test_loss_giou_2": 0.38898340670466425, "test_loss_giou_3": 0.38743208296895026, "test_loss_giou_4": 0.38486353361606596, "test_loss_giou_dn": 0.0, "test_loss_giou_dn_0": 0.0, "test_loss_giou_dn_1": 0.0, "test_loss_giou_dn_2": 0.0, "test_loss_giou_dn_3": 0.0, "test_loss_giou_dn_4": 0.0, "test_loss_giou_interm": 0.45029074691534043, "test_cardinality_error_unscaled": 891.1364, "test_cardinality_error_0_unscaled": 890.4676, "test_cardinality_error_1_unscaled": 890.9914, "test_cardinality_error_2_unscaled": 891.5744, "test_cardinality_error_3_unscaled": 891.509, "test_cardinality_error_4_unscaled": 891.4134, "test_cardinality_error_dn_unscaled": 0.0, "test_cardinality_error_dn_0_unscaled": 0.0, "test_cardinality_error_dn_1_unscaled": 0.0, "test_cardinality_error_dn_2_unscaled": 0.0, "test_cardinality_error_dn_3_unscaled": 0.0, "test_cardinality_error_dn_4_unscaled": 0.0, "test_cardinality_error_interm_unscaled": 890.7186, "test_class_error_unscaled": 7.092306730651855, "test_loss_bbox_unscaled": 0.03305457122772932, "test_loss_bbox_0_unscaled": 0.03470099638924003, "test_loss_bbox_1_unscaled": 0.034501989722251894, "test_loss_bbox_2_unscaled": 0.03359298097789287, "test_loss_bbox_3_unscaled": 0.03337646627873182, "test_loss_bbox_4_unscaled": 0.03314022863954306, "test_loss_bbox_dn_unscaled": 0.0, "test_loss_bbox_dn_0_unscaled": 0.0, "test_loss_bbox_dn_1_unscaled": 0.0, "test_loss_bbox_dn_2_unscaled": 0.0, "test_loss_bbox_dn_3_unscaled": 0.0, "test_loss_bbox_dn_4_unscaled": 0.0, "test_loss_bbox_interm_unscaled": 0.04019369056299329, "test_loss_ce_unscaled": 0.24607625909745692, "test_loss_ce_0_unscaled": 0.32152409136891363, "test_loss_ce_1_unscaled": 0.2674539405450225, "test_loss_ce_2_unscaled": 0.2557130399286747, "test_loss_ce_3_unscaled": 0.24690935453921556, "test_loss_ce_4_unscaled": 0.24635074833482504, "test_loss_ce_dn_unscaled": 0.0, "test_loss_ce_dn_0_unscaled": 0.0, "test_loss_ce_dn_1_unscaled": 0.0, "test_loss_ce_dn_2_unscaled": 0.0, "test_loss_ce_dn_3_unscaled": 0.0, "test_loss_ce_dn_4_unscaled": 0.0, "test_loss_ce_interm_unscaled": 0.3142647341966629, "test_loss_giou_unscaled": 0.19236534119546414, "test_loss_giou_0_unscaled": 0.1998951714128256, "test_loss_giou_1_unscaled": 0.19795897344648838, "test_loss_giou_2_unscaled": 0.19449170335233212, "test_loss_giou_3_unscaled": 0.19371604148447513, "test_loss_giou_4_unscaled": 0.19243176680803298, "test_loss_giou_dn_unscaled": 0.0, "test_loss_giou_dn_0_unscaled": 0.0, "test_loss_giou_dn_1_unscaled": 0.0, "test_loss_giou_dn_2_unscaled": 0.0, "test_loss_giou_dn_3_unscaled": 0.0, "test_loss_giou_dn_4_unscaled": 0.0, "test_loss_giou_interm_unscaled": 0.22514537345767022, "test_loss_hw_unscaled": 0.022156893576681613, "test_loss_hw_0_unscaled": 0.02328078249655664, "test_loss_hw_1_unscaled": 0.023293644864112138, "test_loss_hw_2_unscaled": 0.022555073032528163, "test_loss_hw_3_unscaled": 0.022343299051374197, "test_loss_hw_4_unscaled": 0.022224910052865744, "test_loss_hw_dn_unscaled": 0.0, "test_loss_hw_dn_0_unscaled": 0.0, "test_loss_hw_dn_1_unscaled": 0.0, "test_loss_hw_dn_2_unscaled": 0.0, "test_loss_hw_dn_3_unscaled": 0.0, "test_loss_hw_dn_4_unscaled": 0.0, "test_loss_hw_interm_unscaled": 0.027113324486464262, "test_loss_xy_unscaled": 0.01089767764955759, "test_loss_xy_0_unscaled": 0.01142021397575736, "test_loss_xy_1_unscaled": 0.011208344722352923, "test_loss_xy_2_unscaled": 0.011037907932698727, "test_loss_xy_3_unscaled": 0.011033167225122452, "test_loss_xy_4_unscaled": 0.010915318654850126, "test_loss_xy_dn_unscaled": 0.0, "test_loss_xy_dn_0_unscaled": 0.0, "test_loss_xy_dn_1_unscaled": 0.0, "test_loss_xy_dn_2_unscaled": 0.0, "test_loss_xy_dn_3_unscaled": 0.0, "test_loss_xy_dn_4_unscaled": 0.0, "test_loss_xy_interm_unscaled": 0.013080366088822484, "test_coco_eval_bbox": [0.4404762993751367, 0.615559055472767, 0.47687896015523057, 0.2659182173467869, 0.46746244062888437, 0.6197520327954739, 0.351284852905177, 0.5916439696326669, 0.6810103950358477, 0.47618442091220425, 0.7307479119893929, 0.8731560846993421], "best_res": 0.4404762993751367, "best_ep": 2, "epoch": 2, "n_parameters": 51460670, "now_time": "2024-05-18 04:45:54.971816", "epoch_time": "3:53:04"} |
|
{"train_lr": 4.999999999999505e-05, "train_class_error": 6.971555402052188, "train_loss": 11.61936839981652, "train_loss_bbox": 0.1796976840457364, "train_loss_bbox_0": 0.18451802915267784, "train_loss_bbox_1": 0.18471390554391934, "train_loss_bbox_2": 0.18169377051141675, "train_loss_bbox_3": 0.18042394030125186, "train_loss_bbox_4": 0.17985153646758473, "train_loss_bbox_dn": 0.2981924599442965, "train_loss_bbox_dn_0": 0.41266109666086803, "train_loss_bbox_dn_1": 0.3294177775464102, "train_loss_bbox_dn_2": 0.3060800708516934, "train_loss_bbox_dn_3": 0.29964688287771524, "train_loss_bbox_dn_4": 0.29824087527830867, "train_loss_bbox_interm": 0.21589624284579292, "train_loss_ce": 0.24014000590609977, "train_loss_ce_0": 0.3092545952320897, "train_loss_ce_1": 0.26181030405760136, "train_loss_ce_2": 0.2490454392456527, "train_loss_ce_3": 0.24309542509400278, "train_loss_ce_4": 0.24125686565122567, "train_loss_ce_dn": 0.05188578580339609, "train_loss_ce_dn_0": 0.09492154351144477, "train_loss_ce_dn_1": 0.06468318217863181, "train_loss_ce_dn_2": 0.055933747972122014, "train_loss_ce_dn_3": 0.053062023690400445, "train_loss_ce_dn_4": 0.05194514843534608, "train_loss_ce_interm": 0.30062055770480617, "train_loss_giou": 0.4121783416333773, "train_loss_giou_0": 0.4241019562652707, "train_loss_giou_1": 0.42225480588785647, "train_loss_giou_2": 0.41569234330263044, "train_loss_giou_3": 0.41354876106442934, "train_loss_giou_4": 0.4124352230721787, "train_loss_giou_dn": 0.4963653467763878, "train_loss_giou_dn_0": 0.6390308528195275, "train_loss_giou_dn_1": 0.5329795012976907, "train_loss_giou_dn_2": 0.5068575448206535, "train_loss_giou_dn_3": 0.4990727525714865, "train_loss_giou_dn_4": 0.496272977567019, "train_loss_giou_interm": 0.47988910533676254, "train_cardinality_error_unscaled": 889.1458136074665, "train_cardinality_error_0_unscaled": 889.9549827539564, "train_cardinality_error_1_unscaled": 889.0066278912485, "train_cardinality_error_2_unscaled": 889.5681556878128, "train_cardinality_error_3_unscaled": 889.0252012038414, "train_cardinality_error_4_unscaled": 889.3026765183281, "train_cardinality_error_dn_unscaled": 185.67136142296766, "train_cardinality_error_dn_0_unscaled": 185.8013999729474, "train_cardinality_error_dn_1_unscaled": 185.7220766265386, "train_cardinality_error_dn_2_unscaled": 185.7664936426349, "train_cardinality_error_dn_3_unscaled": 185.76300216420938, "train_cardinality_error_dn_4_unscaled": 185.7221527120249, "train_cardinality_error_interm_unscaled": 890.0532767482754, "train_class_error_unscaled": 6.971555402052188, "train_loss_bbox_unscaled": 0.03593953680292419, "train_loss_bbox_0_unscaled": 0.03690360583891281, "train_loss_bbox_1_unscaled": 0.036942781107020234, "train_loss_bbox_2_unscaled": 0.03633875409760973, "train_loss_bbox_3_unscaled": 0.03608478805125586, "train_loss_bbox_4_unscaled": 0.03597030729666628, "train_loss_bbox_dn_unscaled": 0.05963849200109134, "train_loss_bbox_dn_0_unscaled": 0.08253221931010303, "train_loss_bbox_dn_1_unscaled": 0.06588355553797882, "train_loss_bbox_dn_2_unscaled": 0.06121601415992067, "train_loss_bbox_dn_3_unscaled": 0.05992937658893404, "train_loss_bbox_dn_4_unscaled": 0.05964817506400119, "train_loss_bbox_interm_unscaled": 0.04317924857666661, "train_loss_ce_unscaled": 0.24014000590609977, "train_loss_ce_0_unscaled": 0.3092545952320897, "train_loss_ce_1_unscaled": 0.26181030405760136, "train_loss_ce_2_unscaled": 0.2490454392456527, "train_loss_ce_3_unscaled": 0.24309542509400278, "train_loss_ce_4_unscaled": 0.24125686565122567, "train_loss_ce_dn_unscaled": 0.05188578580339609, "train_loss_ce_dn_0_unscaled": 0.09492154351144477, "train_loss_ce_dn_1_unscaled": 0.06468318217863181, "train_loss_ce_dn_2_unscaled": 0.055933747972122014, "train_loss_ce_dn_3_unscaled": 0.053062023690400445, "train_loss_ce_dn_4_unscaled": 0.05194514843534608, "train_loss_ce_interm_unscaled": 0.30062055770480617, "train_loss_giou_unscaled": 0.20608917081668865, "train_loss_giou_0_unscaled": 0.21205097813263535, "train_loss_giou_1_unscaled": 0.21112740294392823, "train_loss_giou_2_unscaled": 0.20784617165131522, "train_loss_giou_3_unscaled": 0.20677438053221467, "train_loss_giou_4_unscaled": 0.20621761153608936, "train_loss_giou_dn_unscaled": 0.2481826733881939, "train_loss_giou_dn_0_unscaled": 0.31951542640976377, "train_loss_giou_dn_1_unscaled": 0.26648975064884534, "train_loss_giou_dn_2_unscaled": 0.25342877241032674, "train_loss_giou_dn_3_unscaled": 0.24953637628574324, "train_loss_giou_dn_4_unscaled": 0.2481364887835095, "train_loss_giou_interm_unscaled": 0.23994455266838127, "train_loss_hw_unscaled": 0.023978583978336108, "train_loss_hw_0_unscaled": 0.024566271727627282, "train_loss_hw_1_unscaled": 0.024610058275445334, "train_loss_hw_2_unscaled": 0.024233163046390706, "train_loss_hw_3_unscaled": 0.024069752202146424, "train_loss_hw_4_unscaled": 0.02399826185793152, "train_loss_hw_dn_unscaled": 0.03915246474554987, "train_loss_hw_dn_0_unscaled": 0.05584416937372241, "train_loss_hw_dn_1_unscaled": 0.04367063459561704, "train_loss_hw_dn_2_unscaled": 0.04026839396186061, "train_loss_hw_dn_3_unscaled": 0.03935577219060371, "train_loss_hw_dn_4_unscaled": 0.03916003802395933, "train_loss_hw_interm_unscaled": 0.028796927727233322, "train_loss_xy_unscaled": 0.011960952846066573, "train_loss_xy_0_unscaled": 0.012337334117395245, "train_loss_xy_1_unscaled": 0.012332722823890514, "train_loss_xy_2_unscaled": 0.012105591018654856, "train_loss_xy_3_unscaled": 0.012015035857518171, "train_loss_xy_4_unscaled": 0.011972045411776419, "train_loss_xy_dn_unscaled": 0.020486027247699608, "train_loss_xy_dn_0_unscaled": 0.026688049981731105, "train_loss_xy_dn_1_unscaled": 0.02221292097417011, "train_loss_xy_dn_2_unscaled": 0.020947620172424443, "train_loss_xy_dn_3_unscaled": 0.02057360444723956, "train_loss_xy_dn_4_unscaled": 0.020488136973118402, "train_loss_xy_interm_unscaled": 0.014382320850567048, "test_class_error": 6.794720403289795, "test_loss": 5.626669059085846, "test_loss_bbox": 0.161724413472414, "test_loss_bbox_0": 0.1636189065337181, "test_loss_bbox_1": 0.1638367100149393, "test_loss_bbox_2": 0.16230453625619412, "test_loss_bbox_3": 0.1612160998314619, "test_loss_bbox_4": 0.16156918519735336, "test_loss_bbox_dn": 0.0, "test_loss_bbox_dn_0": 0.0, "test_loss_bbox_dn_1": 0.0, "test_loss_bbox_dn_2": 0.0, "test_loss_bbox_dn_3": 0.0, "test_loss_bbox_dn_4": 0.0, "test_loss_bbox_interm": 0.18993315037488936, "test_loss_ce": 0.22648442479595543, "test_loss_ce_0": 0.3006649639248848, "test_loss_ce_1": 0.24848875570744275, "test_loss_ce_2": 0.23577790085673334, "test_loss_ce_3": 0.22946142858862878, "test_loss_ce_4": 0.22709190121293069, "test_loss_ce_dn": 0.0, "test_loss_ce_dn_0": 0.0, "test_loss_ce_dn_1": 0.0, "test_loss_ce_dn_2": 0.0, "test_loss_ce_dn_3": 0.0, "test_loss_ce_dn_4": 0.0, "test_loss_ce_interm": 0.29380891544818877, "test_loss_giou": 0.3734244997382164, "test_loss_giou_0": 0.3834633367955685, "test_loss_giou_1": 0.3813036343932152, "test_loss_giou_2": 0.37642113895416257, "test_loss_giou_3": 0.3750205009281635, "test_loss_giou_4": 0.3743072583436966, "test_loss_giou_dn": 0.0, "test_loss_giou_dn_0": 0.0, "test_loss_giou_dn_1": 0.0, "test_loss_giou_dn_2": 0.0, "test_loss_giou_dn_3": 0.0, "test_loss_giou_dn_4": 0.0, "test_loss_giou_interm": 0.43674740509986876, "test_cardinality_error_unscaled": 889.3494, "test_cardinality_error_0_unscaled": 889.959, "test_cardinality_error_1_unscaled": 889.298, "test_cardinality_error_2_unscaled": 889.6684, "test_cardinality_error_3_unscaled": 889.7928, "test_cardinality_error_4_unscaled": 889.4622, "test_cardinality_error_dn_unscaled": 0.0, "test_cardinality_error_dn_0_unscaled": 0.0, "test_cardinality_error_dn_1_unscaled": 0.0, "test_cardinality_error_dn_2_unscaled": 0.0, "test_cardinality_error_dn_3_unscaled": 0.0, "test_cardinality_error_dn_4_unscaled": 0.0, "test_cardinality_error_interm_unscaled": 890.2728, "test_class_error_unscaled": 6.794720403289795, "test_loss_bbox_unscaled": 0.03234488269165158, "test_loss_bbox_0_unscaled": 0.032723781304061415, "test_loss_bbox_1_unscaled": 0.032767342049628494, "test_loss_bbox_2_unscaled": 0.03246090727895498, "test_loss_bbox_3_unscaled": 0.032243219958990814, "test_loss_bbox_4_unscaled": 0.03231383703425526, "test_loss_bbox_dn_unscaled": 0.0, "test_loss_bbox_dn_0_unscaled": 0.0, "test_loss_bbox_dn_1_unscaled": 0.0, "test_loss_bbox_dn_2_unscaled": 0.0, "test_loss_bbox_dn_3_unscaled": 0.0, "test_loss_bbox_dn_4_unscaled": 0.0, "test_loss_bbox_interm_unscaled": 0.03798663006201387, "test_loss_ce_unscaled": 0.22648442479595543, "test_loss_ce_0_unscaled": 0.3006649639248848, "test_loss_ce_1_unscaled": 0.24848875570744275, "test_loss_ce_2_unscaled": 0.23577790085673334, "test_loss_ce_3_unscaled": 0.22946142858862878, "test_loss_ce_4_unscaled": 0.22709190121293069, "test_loss_ce_dn_unscaled": 0.0, "test_loss_ce_dn_0_unscaled": 0.0, "test_loss_ce_dn_1_unscaled": 0.0, "test_loss_ce_dn_2_unscaled": 0.0, "test_loss_ce_dn_3_unscaled": 0.0, "test_loss_ce_dn_4_unscaled": 0.0, "test_loss_ce_interm_unscaled": 0.29380891544818877, "test_loss_giou_unscaled": 0.1867122498691082, "test_loss_giou_0_unscaled": 0.19173166839778424, "test_loss_giou_1_unscaled": 0.1906518171966076, "test_loss_giou_2_unscaled": 0.18821056947708129, "test_loss_giou_3_unscaled": 0.18751025046408176, "test_loss_giou_4_unscaled": 0.1871536291718483, "test_loss_giou_dn_unscaled": 0.0, "test_loss_giou_dn_0_unscaled": 0.0, "test_loss_giou_dn_1_unscaled": 0.0, "test_loss_giou_dn_2_unscaled": 0.0, "test_loss_giou_dn_3_unscaled": 0.0, "test_loss_giou_dn_4_unscaled": 0.0, "test_loss_giou_interm_unscaled": 0.21837370254993438, "test_loss_hw_unscaled": 0.021622462836652995, "test_loss_hw_0_unscaled": 0.021851693873852492, "test_loss_hw_1_unscaled": 0.02190039475634694, "test_loss_hw_2_unscaled": 0.021666378666087983, "test_loss_hw_3_unscaled": 0.02155302968584001, "test_loss_hw_4_unscaled": 0.0216122992079705, "test_loss_hw_dn_unscaled": 0.0, "test_loss_hw_dn_0_unscaled": 0.0, "test_loss_hw_dn_1_unscaled": 0.0, "test_loss_hw_dn_2_unscaled": 0.0, "test_loss_hw_dn_3_unscaled": 0.0, "test_loss_hw_dn_4_unscaled": 0.0, "test_loss_hw_interm_unscaled": 0.02539467872455716, "test_loss_xy_unscaled": 0.01072241986580193, "test_loss_xy_0_unscaled": 0.010872087401896715, "test_loss_xy_1_unscaled": 0.010866947257705033, "test_loss_xy_2_unscaled": 0.010794528629072011, "test_loss_xy_3_unscaled": 0.010690190333500504, "test_loss_xy_4_unscaled": 0.010701537940464913, "test_loss_xy_dn_unscaled": 0.0, "test_loss_xy_dn_0_unscaled": 0.0, "test_loss_xy_dn_1_unscaled": 0.0, "test_loss_xy_dn_2_unscaled": 0.0, "test_loss_xy_dn_3_unscaled": 0.0, "test_loss_xy_dn_4_unscaled": 0.0, "test_loss_xy_interm_unscaled": 0.012591951335594058, "test_coco_eval_bbox": [0.46674427530196505, 0.6463711921064481, 0.5072203081778035, 0.28040621439982344, 0.4987020172409385, 0.6448554549277037, 0.36675839761850315, 0.6099750949393019, 0.69163529848915, 0.49187078352672914, 0.7389211735145733, 0.8846093892100306], "best_res": 0.46674427530196505, "best_ep": 3, "epoch": 3, "n_parameters": 51460670, "now_time": "2024-05-18 08:29:40.957697", "epoch_time": "3:43:45"} |
|
{"train_lr": 4.999999999999505e-05, "train_class_error": 6.399820551697463, "train_loss": 11.069600499113276, "train_loss_bbox": 0.17354303777387173, "train_loss_bbox_0": 0.17757945199331138, "train_loss_bbox_1": 0.1781212201607287, "train_loss_bbox_2": 0.17530540069626904, "train_loss_bbox_3": 0.17394124681801995, "train_loss_bbox_4": 0.1736660656043936, "train_loss_bbox_dn": 0.27866037478591116, "train_loss_bbox_dn_0": 0.38992527944985544, "train_loss_bbox_dn_1": 0.3076323047406285, "train_loss_bbox_dn_2": 0.28584788150124957, "train_loss_bbox_dn_3": 0.2799612663199514, "train_loss_bbox_dn_4": 0.27870239780546363, "train_loss_bbox_interm": 0.20717344417952402, "train_loss_ce": 0.2260886718504293, "train_loss_ce_0": 0.2946611685587914, "train_loss_ce_1": 0.2477746786294969, "train_loss_ce_2": 0.2354422874981002, "train_loss_ce_3": 0.22952669069859272, "train_loss_ce_4": 0.2273542840584526, "train_loss_ce_dn": 0.045764039673506264, "train_loss_ce_dn_0": 0.0884315897059968, "train_loss_ce_dn_1": 0.05787537928150878, "train_loss_ce_dn_2": 0.04987182025063869, "train_loss_ce_dn_3": 0.047194544802260235, "train_loss_ce_dn_4": 0.04593369850108316, "train_loss_ce_interm": 0.28564300263283154, "train_loss_giou": 0.40006582528991674, "train_loss_giou_0": 0.4096678141310527, "train_loss_giou_1": 0.4084766981272934, "train_loss_giou_2": 0.4032964758951876, "train_loss_giou_3": 0.4011614248468962, "train_loss_giou_4": 0.4002505161047554, "train_loss_giou_dn": 0.4732700225218262, "train_loss_giou_dn_0": 0.6103270944486561, "train_loss_giou_dn_1": 0.5073734942718334, "train_loss_giou_dn_2": 0.4830748411413218, "train_loss_giou_dn_3": 0.47579656946982385, "train_loss_giou_dn_4": 0.47316362623447306, "train_loss_giou_interm": 0.46205486744404417, "train_cardinality_error_unscaled": 888.8104710536994, "train_cardinality_error_0_unscaled": 890.3294501555525, "train_cardinality_error_1_unscaled": 888.866343162451, "train_cardinality_error_2_unscaled": 889.3726582578114, "train_cardinality_error_3_unscaled": 888.4162636953876, "train_cardinality_error_4_unscaled": 889.0993676450696, "train_cardinality_error_dn_unscaled": 185.6763154335182, "train_cardinality_error_dn_0_unscaled": 185.8141823346409, "train_cardinality_error_dn_1_unscaled": 185.74573921276883, "train_cardinality_error_dn_2_unscaled": 185.79747734343297, "train_cardinality_error_dn_3_unscaled": 185.7622920330042, "train_cardinality_error_dn_4_unscaled": 185.74507135127823, "train_cardinality_error_interm_unscaled": 889.9717722845935, "train_class_error_unscaled": 6.399820551697463, "train_loss_bbox_unscaled": 0.03470860755298552, "train_loss_bbox_0_unscaled": 0.035515890407102506, "train_loss_bbox_1_unscaled": 0.03562424403406054, "train_loss_bbox_2_unscaled": 0.035061080139064844, "train_loss_bbox_3_unscaled": 0.034788249372863046, "train_loss_bbox_4_unscaled": 0.03473321312142041, "train_loss_bbox_dn_unscaled": 0.05573207495378094, "train_loss_bbox_dn_0_unscaled": 0.07798505586381897, "train_loss_bbox_dn_1_unscaled": 0.06152646095477711, "train_loss_bbox_dn_2_unscaled": 0.05716957630098055, "train_loss_bbox_dn_3_unscaled": 0.05599225328596006, "train_loss_bbox_dn_4_unscaled": 0.05574047955757806, "train_loss_bbox_interm_unscaled": 0.04143468882504588, "train_loss_ce_unscaled": 0.2260886718504293, "train_loss_ce_0_unscaled": 0.2946611685587914, "train_loss_ce_1_unscaled": 0.2477746786294969, "train_loss_ce_2_unscaled": 0.2354422874981002, "train_loss_ce_3_unscaled": 0.22952669069859272, "train_loss_ce_4_unscaled": 0.2273542840584526, "train_loss_ce_dn_unscaled": 0.045764039673506264, "train_loss_ce_dn_0_unscaled": 0.0884315897059968, "train_loss_ce_dn_1_unscaled": 0.05787537928150878, "train_loss_ce_dn_2_unscaled": 0.04987182025063869, "train_loss_ce_dn_3_unscaled": 0.047194544802260235, "train_loss_ce_dn_4_unscaled": 0.04593369850108316, "train_loss_ce_interm_unscaled": 0.28564300263283154, "train_loss_giou_unscaled": 0.20003291264495837, "train_loss_giou_0_unscaled": 0.20483390706552634, "train_loss_giou_1_unscaled": 0.2042383490636467, "train_loss_giou_2_unscaled": 0.2016482379475938, "train_loss_giou_3_unscaled": 0.2005807124234481, "train_loss_giou_4_unscaled": 0.2001252580523777, "train_loss_giou_dn_unscaled": 0.2366350112609131, "train_loss_giou_dn_0_unscaled": 0.30516354722432804, "train_loss_giou_dn_1_unscaled": 0.2536867471359167, "train_loss_giou_dn_2_unscaled": 0.2415374205706609, "train_loss_giou_dn_3_unscaled": 0.23789828473491192, "train_loss_giou_dn_4_unscaled": 0.23658181311723653, "train_loss_giou_interm_unscaled": 0.23102743372202209, "train_loss_hw_unscaled": 0.02318939959441914, "train_loss_hw_0_unscaled": 0.02368153391033562, "train_loss_hw_1_unscaled": 0.023786796576053863, "train_loss_hw_2_unscaled": 0.023414653485312596, "train_loss_hw_3_unscaled": 0.023236897570530404, "train_loss_hw_4_unscaled": 0.02320015597787426, "train_loss_hw_dn_unscaled": 0.03656088265613171, "train_loss_hw_dn_0_unscaled": 0.05272946869681104, "train_loss_hw_dn_1_unscaled": 0.04063378640268001, "train_loss_hw_dn_2_unscaled": 0.03754992647981857, "train_loss_hw_dn_3_unscaled": 0.03673827221673035, "train_loss_hw_dn_4_unscaled": 0.036567782705979025, "train_loss_hw_interm_unscaled": 0.027702631037311933, "train_loss_xy_unscaled": 0.011519207949622263, "train_loss_xy_0_unscaled": 0.01183435649991622, "train_loss_xy_1_unscaled": 0.011837447441409656, "train_loss_xy_2_unscaled": 0.01164642664965811, "train_loss_xy_3_unscaled": 0.01155135180267907, "train_loss_xy_4_unscaled": 0.011533057145782176, "train_loss_xy_dn_unscaled": 0.019171192245023776, "train_loss_xy_dn_0_unscaled": 0.025255587197210095, "train_loss_xy_dn_1_unscaled": 0.020892674545200038, "train_loss_xy_dn_2_unscaled": 0.01961964984402619, "train_loss_xy_dn_3_unscaled": 0.01925398103483893, "train_loss_xy_dn_4_unscaled": 0.019172696895154398, "train_loss_xy_interm_unscaled": 0.013732057756114583, "test_class_error": 6.526224935913086, "test_loss": 5.420828021621704, "test_loss_bbox": 0.1526718424856663, "test_loss_bbox_0": 0.1572019211947918, "test_loss_bbox_1": 0.15705625062584877, "test_loss_bbox_2": 0.1547897457242012, "test_loss_bbox_3": 0.15372800842523573, "test_loss_bbox_4": 0.1526435411095619, "test_loss_bbox_dn": 0.0, "test_loss_bbox_dn_0": 0.0, "test_loss_bbox_dn_1": 0.0, "test_loss_bbox_dn_2": 0.0, "test_loss_bbox_dn_3": 0.0, "test_loss_bbox_dn_4": 0.0, "test_loss_bbox_interm": 0.18764301879703998, "test_loss_ce": 0.21827654989883305, "test_loss_ce_0": 0.2899430828809738, "test_loss_ce_1": 0.2419011395946145, "test_loss_ce_2": 0.22622993263676763, "test_loss_ce_3": 0.2202703232049942, "test_loss_ce_4": 0.21907965731844306, "test_loss_ce_dn": 0.0, "test_loss_ce_dn_0": 0.0, "test_loss_ce_dn_1": 0.0, "test_loss_ce_dn_2": 0.0, "test_loss_ce_dn_3": 0.0, "test_loss_ce_dn_4": 0.0, "test_loss_ce_interm": 0.2811592788040638, "test_loss_giou": 0.3602279100894928, "test_loss_giou_0": 0.3705326249957085, "test_loss_giou_1": 0.3673340298473835, "test_loss_giou_2": 0.36340803740620614, "test_loss_giou_3": 0.36151739698648455, "test_loss_giou_4": 0.3603836373329163, "test_loss_giou_dn": 0.0, "test_loss_giou_dn_0": 0.0, "test_loss_giou_dn_1": 0.0, "test_loss_giou_dn_2": 0.0, "test_loss_giou_dn_3": 0.0, "test_loss_giou_dn_4": 0.0, "test_loss_giou_interm": 0.4248301010608673, "test_cardinality_error_unscaled": 889.0738, "test_cardinality_error_0_unscaled": 889.6272, "test_cardinality_error_1_unscaled": 888.7304, "test_cardinality_error_2_unscaled": 889.6914, "test_cardinality_error_3_unscaled": 888.7226, "test_cardinality_error_4_unscaled": 889.6782, "test_cardinality_error_dn_unscaled": 0.0, "test_cardinality_error_dn_0_unscaled": 0.0, "test_cardinality_error_dn_1_unscaled": 0.0, "test_cardinality_error_dn_2_unscaled": 0.0, "test_cardinality_error_dn_3_unscaled": 0.0, "test_cardinality_error_dn_4_unscaled": 0.0, "test_cardinality_error_interm_unscaled": 889.688, "test_class_error_unscaled": 6.526224935913086, "test_loss_bbox_unscaled": 0.03053436848297715, "test_loss_bbox_0_unscaled": 0.03144038423970342, "test_loss_bbox_1_unscaled": 0.0314112501077354, "test_loss_bbox_2_unscaled": 0.03095794916301966, "test_loss_bbox_3_unscaled": 0.030745601680874826, "test_loss_bbox_4_unscaled": 0.03052870819270611, "test_loss_bbox_dn_unscaled": 0.0, "test_loss_bbox_dn_0_unscaled": 0.0, "test_loss_bbox_dn_1_unscaled": 0.0, "test_loss_bbox_dn_2_unscaled": 0.0, "test_loss_bbox_dn_3_unscaled": 0.0, "test_loss_bbox_dn_4_unscaled": 0.0, "test_loss_bbox_interm_unscaled": 0.037528603740036484, "test_loss_ce_unscaled": 0.21827654989883305, "test_loss_ce_0_unscaled": 0.2899430828809738, "test_loss_ce_1_unscaled": 0.2419011395946145, "test_loss_ce_2_unscaled": 0.22622993263676763, "test_loss_ce_3_unscaled": 0.2202703232049942, "test_loss_ce_4_unscaled": 0.21907965731844306, "test_loss_ce_dn_unscaled": 0.0, "test_loss_ce_dn_0_unscaled": 0.0, "test_loss_ce_dn_1_unscaled": 0.0, "test_loss_ce_dn_2_unscaled": 0.0, "test_loss_ce_dn_3_unscaled": 0.0, "test_loss_ce_dn_4_unscaled": 0.0, "test_loss_ce_interm_unscaled": 0.2811592788040638, "test_loss_giou_unscaled": 0.1801139550447464, "test_loss_giou_0_unscaled": 0.18526631249785425, "test_loss_giou_1_unscaled": 0.18366701492369175, "test_loss_giou_2_unscaled": 0.18170401870310307, "test_loss_giou_3_unscaled": 0.18075869849324228, "test_loss_giou_4_unscaled": 0.18019181866645814, "test_loss_giou_dn_unscaled": 0.0, "test_loss_giou_dn_0_unscaled": 0.0, "test_loss_giou_dn_1_unscaled": 0.0, "test_loss_giou_dn_2_unscaled": 0.0, "test_loss_giou_dn_3_unscaled": 0.0, "test_loss_giou_dn_4_unscaled": 0.0, "test_loss_giou_interm_unscaled": 0.21241505053043366, "test_loss_hw_unscaled": 0.020421142649650573, "test_loss_hw_0_unscaled": 0.020957320779934525, "test_loss_hw_1_unscaled": 0.02105443394742906, "test_loss_hw_2_unscaled": 0.020720597410947086, "test_loss_hw_3_unscaled": 0.02059649183601141, "test_loss_hw_4_unscaled": 0.02041650016307831, "test_loss_hw_dn_unscaled": 0.0, "test_loss_hw_dn_0_unscaled": 0.0, "test_loss_hw_dn_1_unscaled": 0.0, "test_loss_hw_dn_2_unscaled": 0.0, "test_loss_hw_dn_3_unscaled": 0.0, "test_loss_hw_dn_4_unscaled": 0.0, "test_loss_hw_interm_unscaled": 0.025309613102674485, "test_loss_xy_unscaled": 0.010113225832767785, "test_loss_xy_0_unscaled": 0.010483063412643968, "test_loss_xy_1_unscaled": 0.01035681618899107, "test_loss_xy_2_unscaled": 0.010237351714633405, "test_loss_xy_3_unscaled": 0.010149109820462764, "test_loss_xy_4_unscaled": 0.010112208084575832, "test_loss_xy_dn_unscaled": 0.0, "test_loss_xy_dn_0_unscaled": 0.0, "test_loss_xy_dn_1_unscaled": 0.0, "test_loss_xy_dn_2_unscaled": 0.0, "test_loss_xy_dn_3_unscaled": 0.0, "test_loss_xy_dn_4_unscaled": 0.0, "test_loss_xy_interm_unscaled": 0.012218990717083216, "test_coco_eval_bbox": [0.4824590787898163, 0.6648335648843613, 0.5218093013669721, 0.28772011293023714, 0.514938937349574, 0.6648693771241653, 0.37159666784094497, 0.6225202717429218, 0.7043193447012301, 0.501515343053877, 0.7545933386243634, 0.8895457831485012], "best_res": 0.4824590787898163, "best_ep": 4, "epoch": 4, "n_parameters": 51460670, "now_time": "2024-05-18 12:26:53.564572", "epoch_time": "3:57:12"} |
|
{"train_lr": 4.999999999999505e-05, "train_class_error": 6.004198799045583, "train_loss": 10.684591365831237, "train_loss_bbox": 0.16841550408860642, "train_loss_bbox_0": 0.1720878739304509, "train_loss_bbox_1": 0.17227575075786813, "train_loss_bbox_2": 0.16974111142569928, "train_loss_bbox_3": 0.16865948147050877, "train_loss_bbox_4": 0.1684488788454713, "train_loss_bbox_dn": 0.2647455192655909, "train_loss_bbox_dn_0": 0.3736297476008266, "train_loss_bbox_dn_1": 0.2926028360849899, "train_loss_bbox_dn_2": 0.27172898989179356, "train_loss_bbox_dn_3": 0.26601906025440336, "train_loss_bbox_dn_4": 0.2647841401588654, "train_loss_bbox_interm": 0.20037235404419815, "train_loss_ce": 0.21684065028036437, "train_loss_ce_0": 0.28411642354635286, "train_loss_ce_1": 0.239247936902052, "train_loss_ce_2": 0.22686300743872623, "train_loss_ce_3": 0.2206840215296956, "train_loss_ce_4": 0.21823985618674577, "train_loss_ce_dn": 0.04156617299045704, "train_loss_ce_dn_0": 0.08360924329303823, "train_loss_ce_dn_1": 0.05322607769312766, "train_loss_ce_dn_2": 0.045674182060585315, "train_loss_ce_dn_3": 0.04311372987802804, "train_loss_ce_dn_4": 0.04180059964515319, "train_loss_ce_interm": 0.274806899041135, "train_loss_giou": 0.39149915216694453, "train_loss_giou_0": 0.40029936132860106, "train_loss_giou_1": 0.39888871011024285, "train_loss_giou_2": 0.3941848871839695, "train_loss_giou_3": 0.39247668025180965, "train_loss_giou_4": 0.39168813510223605, "train_loss_giou_dn": 0.4572837907550349, "train_loss_giou_dn_0": 0.5906806712715419, "train_loss_giou_dn_1": 0.49042092428169665, "train_loss_giou_dn_2": 0.4668676203367966, "train_loss_giou_dn_3": 0.4597520454851342, "train_loss_giou_dn_4": 0.4571843426939149, "train_loss_giou_interm": 0.4500650042872314, "train_cardinality_error_unscaled": 889.1203672392804, "train_cardinality_error_0_unscaled": 890.5786301230894, "train_cardinality_error_1_unscaled": 889.3987471256594, "train_cardinality_error_2_unscaled": 889.3603746787502, "train_cardinality_error_3_unscaled": 888.8595123765724, "train_cardinality_error_4_unscaled": 889.237057013391, "train_cardinality_error_dn_unscaled": 185.70237048559449, "train_cardinality_error_dn_0_unscaled": 185.79702083051535, "train_cardinality_error_dn_1_unscaled": 185.73794467739754, "train_cardinality_error_dn_2_unscaled": 185.78566718517516, "train_cardinality_error_dn_3_unscaled": 185.7735188692006, "train_cardinality_error_dn_4_unscaled": 185.73245806844312, "train_cardinality_error_interm_unscaled": 890.5835249560395, "train_class_error_unscaled": 6.004198799045583, "train_loss_bbox_unscaled": 0.03368310082122335, "train_loss_bbox_0_unscaled": 0.03441757479660897, "train_loss_bbox_1_unscaled": 0.03445515014575365, "train_loss_bbox_2_unscaled": 0.033948222283703755, "train_loss_bbox_3_unscaled": 0.03373189629407656, "train_loss_bbox_4_unscaled": 0.033689775786541594, "train_loss_bbox_dn_unscaled": 0.052949103826588156, "train_loss_bbox_dn_0_unscaled": 0.07472594952291155, "train_loss_bbox_dn_1_unscaled": 0.05852056721490681, "train_loss_bbox_dn_2_unscaled": 0.054345797974126, "train_loss_bbox_dn_3_unscaled": 0.05320381205767065, "train_loss_bbox_dn_4_unscaled": 0.05295682806082258, "train_loss_bbox_interm_unscaled": 0.040074470798131874, "train_loss_ce_unscaled": 0.21684065028036437, "train_loss_ce_0_unscaled": 0.28411642354635286, "train_loss_ce_1_unscaled": 0.239247936902052, "train_loss_ce_2_unscaled": 0.22686300743872623, "train_loss_ce_3_unscaled": 0.2206840215296956, "train_loss_ce_4_unscaled": 0.21823985618674577, "train_loss_ce_dn_unscaled": 0.04156617299045704, "train_loss_ce_dn_0_unscaled": 0.08360924329303823, "train_loss_ce_dn_1_unscaled": 0.05322607769312766, "train_loss_ce_dn_2_unscaled": 0.045674182060585315, "train_loss_ce_dn_3_unscaled": 0.04311372987802804, "train_loss_ce_dn_4_unscaled": 0.04180059964515319, "train_loss_ce_interm_unscaled": 0.274806899041135, "train_loss_giou_unscaled": 0.19574957608347227, "train_loss_giou_0_unscaled": 0.20014968066430053, "train_loss_giou_1_unscaled": 0.19944435505512143, "train_loss_giou_2_unscaled": 0.19709244359198475, "train_loss_giou_3_unscaled": 0.19623834012590483, "train_loss_giou_4_unscaled": 0.19584406755111802, "train_loss_giou_dn_unscaled": 0.22864189537751745, "train_loss_giou_dn_0_unscaled": 0.29534033563577095, "train_loss_giou_dn_1_unscaled": 0.24521046214084832, "train_loss_giou_dn_2_unscaled": 0.2334338101683983, "train_loss_giou_dn_3_unscaled": 0.2298760227425671, "train_loss_giou_dn_4_unscaled": 0.22859217134695745, "train_loss_giou_interm_unscaled": 0.2250325021436157, "train_loss_hw_unscaled": 0.022506738084849754, "train_loss_hw_0_unscaled": 0.02297063006025655, "train_loss_hw_1_unscaled": 0.023017504029835104, "train_loss_hw_2_unscaled": 0.022686479188717, "train_loss_hw_3_unscaled": 0.022533439093175053, "train_loss_hw_4_unscaled": 0.022509143093409893, "train_loss_hw_dn_unscaled": 0.034698354092664814, "train_loss_hw_dn_0_unscaled": 0.05046013136450128, "train_loss_hw_dn_1_unscaled": 0.038530483840132426, "train_loss_hw_dn_2_unscaled": 0.03563910290920354, "train_loss_hw_dn_3_unscaled": 0.03487042067146684, "train_loss_hw_dn_4_unscaled": 0.034705068920743404, "train_loss_hw_interm_unscaled": 0.026817884077299747, "train_loss_xy_unscaled": 0.011176362744939798, "train_loss_xy_0_unscaled": 0.01144694474652479, "train_loss_xy_1_unscaled": 0.011437646099195554, "train_loss_xy_2_unscaled": 0.011261743080058891, "train_loss_xy_3_unscaled": 0.011198457198476513, "train_loss_xy_4_unscaled": 0.011180632695903123, "train_loss_xy_dn_unscaled": 0.018250749780376094, "train_loss_xy_dn_0_unscaled": 0.024265818137845084, "train_loss_xy_dn_1_unscaled": 0.019990083360948787, "train_loss_xy_dn_2_unscaled": 0.018706695030815117, "train_loss_xy_dn_3_unscaled": 0.01833339133628678, "train_loss_xy_dn_4_unscaled": 0.018251759175603725, "train_loss_xy_interm_unscaled": 0.013256586713179237, "test_class_error": 6.237786286926269, "test_loss": 5.349451154327393, "test_loss_bbox": 0.14862583282887937, "test_loss_bbox_0": 0.15659989340007305, "test_loss_bbox_1": 0.15449293520152568, "test_loss_bbox_2": 0.15143412827849387, "test_loss_bbox_3": 0.14934362237155438, "test_loss_bbox_4": 0.14863382895290853, "test_loss_bbox_dn": 0.0, "test_loss_bbox_dn_0": 0.0, "test_loss_bbox_dn_1": 0.0, "test_loss_bbox_dn_2": 0.0, "test_loss_bbox_dn_3": 0.0, "test_loss_bbox_dn_4": 0.0, "test_loss_bbox_interm": 0.18408114300966263, "test_loss_ce": 0.21563356385231017, "test_loss_ce_0": 0.28025765525102614, "test_loss_ce_1": 0.2345301279321313, "test_loss_ce_2": 0.2235884394697845, "test_loss_ce_3": 0.21802307509928942, "test_loss_ce_4": 0.21670192559957505, "test_loss_ce_dn": 0.0, "test_loss_ce_dn_0": 0.0, "test_loss_ce_dn_1": 0.0, "test_loss_ce_dn_2": 0.0, "test_loss_ce_dn_3": 0.0, "test_loss_ce_dn_4": 0.0, "test_loss_ce_interm": 0.2696810264348984, "test_loss_giou": 0.3569297846376896, "test_loss_giou_0": 0.37314773362278936, "test_loss_giou_1": 0.36669092195034025, "test_loss_giou_2": 0.36136697387099265, "test_loss_giou_3": 0.3583474458217621, "test_loss_giou_4": 0.35698381405472757, "test_loss_giou_dn": 0.0, "test_loss_giou_dn_0": 0.0, "test_loss_giou_dn_1": 0.0, "test_loss_giou_dn_2": 0.0, "test_loss_giou_dn_3": 0.0, "test_loss_giou_dn_4": 0.0, "test_loss_giou_interm": 0.42435729595422744, "test_cardinality_error_unscaled": 882.6686, "test_cardinality_error_0_unscaled": 886.0542, "test_cardinality_error_1_unscaled": 883.4182, "test_cardinality_error_2_unscaled": 879.9866, "test_cardinality_error_3_unscaled": 877.207, "test_cardinality_error_4_unscaled": 878.7056, "test_cardinality_error_dn_unscaled": 0.0, "test_cardinality_error_dn_0_unscaled": 0.0, "test_cardinality_error_dn_1_unscaled": 0.0, "test_cardinality_error_dn_2_unscaled": 0.0, "test_cardinality_error_dn_3_unscaled": 0.0, "test_cardinality_error_dn_4_unscaled": 0.0, "test_cardinality_error_interm_unscaled": 886.6792, "test_class_error_unscaled": 6.237786286926269, "test_loss_bbox_unscaled": 0.02972516659721732, "test_loss_bbox_0_unscaled": 0.03131997870057821, "test_loss_bbox_1_unscaled": 0.030898587061464786, "test_loss_bbox_2_unscaled": 0.03028682566806674, "test_loss_bbox_3_unscaled": 0.029868724472820758, "test_loss_bbox_4_unscaled": 0.029726765811443328, "test_loss_bbox_dn_unscaled": 0.0, "test_loss_bbox_dn_0_unscaled": 0.0, "test_loss_bbox_dn_1_unscaled": 0.0, "test_loss_bbox_dn_2_unscaled": 0.0, "test_loss_bbox_dn_3_unscaled": 0.0, "test_loss_bbox_dn_4_unscaled": 0.0, "test_loss_bbox_interm_unscaled": 0.036816228594630955, "test_loss_ce_unscaled": 0.21563356385231017, "test_loss_ce_0_unscaled": 0.28025765525102614, "test_loss_ce_1_unscaled": 0.2345301279321313, "test_loss_ce_2_unscaled": 0.2235884394697845, "test_loss_ce_3_unscaled": 0.21802307509928942, "test_loss_ce_4_unscaled": 0.21670192559957505, "test_loss_ce_dn_unscaled": 0.0, "test_loss_ce_dn_0_unscaled": 0.0, "test_loss_ce_dn_1_unscaled": 0.0, "test_loss_ce_dn_2_unscaled": 0.0, "test_loss_ce_dn_3_unscaled": 0.0, "test_loss_ce_dn_4_unscaled": 0.0, "test_loss_ce_interm_unscaled": 0.2696810264348984, "test_loss_giou_unscaled": 0.1784648923188448, "test_loss_giou_0_unscaled": 0.18657386681139468, "test_loss_giou_1_unscaled": 0.18334546097517013, "test_loss_giou_2_unscaled": 0.18068348693549632, "test_loss_giou_3_unscaled": 0.17917372291088104, "test_loss_giou_4_unscaled": 0.17849190702736378, "test_loss_giou_dn_unscaled": 0.0, "test_loss_giou_dn_0_unscaled": 0.0, "test_loss_giou_dn_1_unscaled": 0.0, "test_loss_giou_dn_2_unscaled": 0.0, "test_loss_giou_dn_3_unscaled": 0.0, "test_loss_giou_dn_4_unscaled": 0.0, "test_loss_giou_interm_unscaled": 0.21217864797711372, "test_loss_hw_unscaled": 0.019866486949101092, "test_loss_hw_0_unscaled": 0.020852661514654754, "test_loss_hw_1_unscaled": 0.020660413969680668, "test_loss_hw_2_unscaled": 0.02030868673659861, "test_loss_hw_3_unscaled": 0.019961055121943353, "test_loss_hw_4_unscaled": 0.01986535894908011, "test_loss_hw_dn_unscaled": 0.0, "test_loss_hw_dn_0_unscaled": 0.0, "test_loss_hw_dn_1_unscaled": 0.0, "test_loss_hw_dn_2_unscaled": 0.0, "test_loss_hw_dn_3_unscaled": 0.0, "test_loss_hw_dn_4_unscaled": 0.0, "test_loss_hw_interm_unscaled": 0.024639067366719246, "test_loss_xy_unscaled": 0.009858679613098503, "test_loss_xy_0_unscaled": 0.010467317210696638, "test_loss_xy_1_unscaled": 0.010238173089921474, "test_loss_xy_2_unscaled": 0.009978138974681496, "test_loss_xy_3_unscaled": 0.00990766946412623, "test_loss_xy_4_unscaled": 0.009861406744644046, "test_loss_xy_dn_unscaled": 0.0, "test_loss_xy_dn_0_unscaled": 0.0, "test_loss_xy_dn_1_unscaled": 0.0, "test_loss_xy_dn_2_unscaled": 0.0, "test_loss_xy_dn_3_unscaled": 0.0, "test_loss_xy_dn_4_unscaled": 0.0, "test_loss_xy_interm_unscaled": 0.012177161213941872, "test_coco_eval_bbox": [0.4882670355464878, 0.6710680698582975, 0.5333369428347801, 0.3031288805155825, 0.5202739419461233, 0.6741292158109083, 0.3771851543396403, 0.6312619268341987, 0.7131913763065261, 0.5101621667169901, 0.7641671459809862, 0.8972103465561985], "best_res": 0.4882670355464878, "best_ep": 5, "epoch": 5, "n_parameters": 51460670, "now_time": "2024-05-18 16:16:51.505156", "epoch_time": "3:49:57"} |
|
{"train_lr": 4.999999999999505e-05, "train_class_error": 5.738832877644276, "train_loss": 10.371534365013265, "train_loss_bbox": 0.16485849823502893, "train_loss_bbox_0": 0.16859080527372328, "train_loss_bbox_1": 0.16878657501549169, "train_loss_bbox_2": 0.16635032562443494, "train_loss_bbox_3": 0.1651147289326835, "train_loss_bbox_4": 0.16500015656608547, "train_loss_bbox_dn": 0.25356604223779905, "train_loss_bbox_dn_0": 0.35962731985081264, "train_loss_bbox_dn_1": 0.28033305854300644, "train_loss_bbox_dn_2": 0.26034746595038444, "train_loss_bbox_dn_3": 0.254804822754976, "train_loss_bbox_dn_4": 0.2536013900032389, "train_loss_bbox_interm": 0.1954240124326476, "train_loss_ce": 0.20969960157190465, "train_loss_ce_0": 0.2748270998331613, "train_loss_ce_1": 0.2313486211088543, "train_loss_ce_2": 0.21943594275772305, "train_loss_ce_3": 0.21343030883801753, "train_loss_ce_4": 0.21098050102767876, "train_loss_ce_dn": 0.0384412676942001, "train_loss_ce_dn_0": 0.07975437177853334, "train_loss_ce_dn_1": 0.04970785854219278, "train_loss_ce_dn_2": 0.04243251511946912, "train_loss_ce_dn_3": 0.040027252071592884, "train_loss_ce_dn_4": 0.03871733441460239, "train_loss_ce_interm": 0.2657165265505173, "train_loss_giou": 0.3840476205673517, "train_loss_giou_0": 0.392385198818977, "train_loss_giou_1": 0.39152759903190054, "train_loss_giou_2": 0.3869259713771144, "train_loss_giou_3": 0.3850985931636443, "train_loss_giou_4": 0.38433006764149596, "train_loss_giou_dn": 0.4435767127826042, "train_loss_giou_dn_0": 0.5742096522475038, "train_loss_giou_dn_1": 0.47595077928523, "train_loss_giou_dn_2": 0.45303859417971104, "train_loss_giou_dn_3": 0.44601574912516107, "train_loss_giou_dn_4": 0.4434816391606236, "train_loss_giou_interm": 0.44002178625374866, "train_cardinality_error_unscaled": 889.1478256458812, "train_cardinality_error_0_unscaled": 890.363418098201, "train_cardinality_error_1_unscaled": 889.3260516704992, "train_cardinality_error_2_unscaled": 889.2282141890978, "train_cardinality_error_3_unscaled": 888.9403912484782, "train_cardinality_error_4_unscaled": 888.9867273096172, "train_cardinality_error_dn_unscaled": 185.75820877857433, "train_cardinality_error_dn_0_unscaled": 185.83448870553227, "train_cardinality_error_dn_1_unscaled": 185.7988215203571, "train_cardinality_error_dn_2_unscaled": 185.8517854727445, "train_cardinality_error_dn_3_unscaled": 185.8426044907345, "train_cardinality_error_dn_4_unscaled": 185.7684042337346, "train_cardinality_error_interm_unscaled": 890.3704264168808, "train_class_error_unscaled": 5.738832877644276, "train_loss_bbox_unscaled": 0.03297169964860565, "train_loss_bbox_0_unscaled": 0.03371816105332115, "train_loss_bbox_1_unscaled": 0.03375731501476349, "train_loss_bbox_2_unscaled": 0.033270065120049604, "train_loss_bbox_3_unscaled": 0.03302294578268191, "train_loss_bbox_4_unscaled": 0.03300003133334767, "train_loss_bbox_dn_unscaled": 0.050713208455899265, "train_loss_bbox_dn_0_unscaled": 0.07192546395736361, "train_loss_bbox_dn_1_unscaled": 0.05606661171154907, "train_loss_bbox_dn_2_unscaled": 0.052069493171609166, "train_loss_bbox_dn_3_unscaled": 0.05096096455903232, "train_loss_bbox_dn_4_unscaled": 0.05072027800563634, "train_loss_bbox_interm_unscaled": 0.03908480247693033, "train_loss_ce_unscaled": 0.20969960157190465, "train_loss_ce_0_unscaled": 0.2748270998331613, "train_loss_ce_1_unscaled": 0.2313486211088543, "train_loss_ce_2_unscaled": 0.21943594275772305, "train_loss_ce_3_unscaled": 0.21343030883801753, "train_loss_ce_4_unscaled": 0.21098050102767876, "train_loss_ce_dn_unscaled": 0.0384412676942001, "train_loss_ce_dn_0_unscaled": 0.07975437177853334, "train_loss_ce_dn_1_unscaled": 0.04970785854219278, "train_loss_ce_dn_2_unscaled": 0.04243251511946912, "train_loss_ce_dn_3_unscaled": 0.040027252071592884, "train_loss_ce_dn_4_unscaled": 0.03871733441460239, "train_loss_ce_interm_unscaled": 0.2657165265505173, "train_loss_giou_unscaled": 0.19202381028367585, "train_loss_giou_0_unscaled": 0.1961925994094885, "train_loss_giou_1_unscaled": 0.19576379951595027, "train_loss_giou_2_unscaled": 0.1934629856885572, "train_loss_giou_3_unscaled": 0.19254929658182215, "train_loss_giou_4_unscaled": 0.19216503382074798, "train_loss_giou_dn_unscaled": 0.2217883563913021, "train_loss_giou_dn_0_unscaled": 0.2871048261237519, "train_loss_giou_dn_1_unscaled": 0.237975389642615, "train_loss_giou_dn_2_unscaled": 0.22651929708985552, "train_loss_giou_dn_3_unscaled": 0.22300787456258053, "train_loss_giou_dn_4_unscaled": 0.2217408195803118, "train_loss_giou_interm_unscaled": 0.22001089312687433, "train_loss_hw_unscaled": 0.022045614685147475, "train_loss_hw_0_unscaled": 0.022527607911841205, "train_loss_hw_1_unscaled": 0.022566747762323036, "train_loss_hw_2_unscaled": 0.02224415665531845, "train_loss_hw_3_unscaled": 0.02207368152826041, "train_loss_hw_4_unscaled": 0.022060007157018863, "train_loss_hw_dn_unscaled": 0.033229319648632, "train_loss_hw_dn_0_unscaled": 0.04845761751218669, "train_loss_hw_dn_1_unscaled": 0.03684442483360344, "train_loss_hw_dn_2_unscaled": 0.03413726666852294, "train_loss_hw_dn_3_unscaled": 0.033398131785573416, "train_loss_hw_dn_4_unscaled": 0.03323547923517948, "train_loss_hw_interm_unscaled": 0.026184147141569483, "train_loss_xy_unscaled": 0.01092608495542736, "train_loss_xy_0_unscaled": 0.011190553166926609, "train_loss_xy_1_unscaled": 0.01119056723530805, "train_loss_xy_2_unscaled": 0.011025908441677989, "train_loss_xy_3_unscaled": 0.01094926427095553, "train_loss_xy_4_unscaled": 0.010940024181808655, "train_loss_xy_dn_unscaled": 0.017483888809030894, "train_loss_xy_dn_0_unscaled": 0.023467846400424815, "train_loss_xy_dn_1_unscaled": 0.019222186885850475, "train_loss_xy_dn_2_unscaled": 0.01793222650198396, "train_loss_xy_dn_3_unscaled": 0.017562832751098593, "train_loss_xy_dn_4_unscaled": 0.017484798814484618, "train_loss_xy_interm_unscaled": 0.012900655333723192, "test_class_error": 5.927081806182861, "test_loss": 5.235672007656097, "test_loss_bbox": 0.1513870759934187, "test_loss_bbox_0": 0.15427233376204968, "test_loss_bbox_1": 0.15376008277237416, "test_loss_bbox_2": 0.15189696260392666, "test_loss_bbox_3": 0.15210648469030857, "test_loss_bbox_4": 0.1513805700212717, "test_loss_bbox_dn": 0.0, "test_loss_bbox_dn_0": 0.0, "test_loss_bbox_dn_1": 0.0, "test_loss_bbox_dn_2": 0.0, "test_loss_bbox_dn_3": 0.0, "test_loss_bbox_dn_4": 0.0, "test_loss_bbox_interm": 0.18060968099236488, "test_loss_ce": 0.20293268599845468, "test_loss_ce_0": 0.27180120157599447, "test_loss_ce_1": 0.22607297301515936, "test_loss_ce_2": 0.213117388086766, "test_loss_ce_3": 0.20587505313940346, "test_loss_ce_4": 0.20411669075712563, "test_loss_ce_dn": 0.0, "test_loss_ce_dn_0": 0.0, "test_loss_ce_dn_1": 0.0, "test_loss_ce_dn_2": 0.0, "test_loss_ce_dn_3": 0.0, "test_loss_ce_dn_4": 0.0, "test_loss_ce_interm": 0.26345608845353125, "test_loss_giou": 0.3536820986628532, "test_loss_giou_0": 0.36070916868448255, "test_loss_giou_1": 0.35992071093916894, "test_loss_giou_2": 0.3559592174291611, "test_loss_giou_3": 0.35591556552648546, "test_loss_giou_4": 0.3541923286110163, "test_loss_giou_dn": 0.0, "test_loss_giou_dn_0": 0.0, "test_loss_giou_dn_1": 0.0, "test_loss_giou_dn_2": 0.0, "test_loss_giou_dn_3": 0.0, "test_loss_giou_dn_4": 0.0, "test_loss_giou_interm": 0.4125076495289803, "test_cardinality_error_unscaled": 890.1156, "test_cardinality_error_0_unscaled": 890.1878, "test_cardinality_error_1_unscaled": 889.9084, "test_cardinality_error_2_unscaled": 889.8368, "test_cardinality_error_3_unscaled": 889.7382, "test_cardinality_error_4_unscaled": 889.9688, "test_cardinality_error_dn_unscaled": 0.0, "test_cardinality_error_dn_0_unscaled": 0.0, "test_cardinality_error_dn_1_unscaled": 0.0, "test_cardinality_error_dn_2_unscaled": 0.0, "test_cardinality_error_dn_3_unscaled": 0.0, "test_cardinality_error_dn_4_unscaled": 0.0, "test_cardinality_error_interm_unscaled": 891.2132, "test_class_error_unscaled": 5.927081806182861, "test_loss_bbox_unscaled": 0.030277415181696413, "test_loss_bbox_0_unscaled": 0.030854466769099236, "test_loss_bbox_1_unscaled": 0.03075201658010483, "test_loss_bbox_2_unscaled": 0.03037939256131649, "test_loss_bbox_3_unscaled": 0.030421296916902065, "test_loss_bbox_4_unscaled": 0.030276114038378002, "test_loss_bbox_dn_unscaled": 0.0, "test_loss_bbox_dn_0_unscaled": 0.0, "test_loss_bbox_dn_1_unscaled": 0.0, "test_loss_bbox_dn_2_unscaled": 0.0, "test_loss_bbox_dn_3_unscaled": 0.0, "test_loss_bbox_dn_4_unscaled": 0.0, "test_loss_bbox_interm_unscaled": 0.03612193622589111, "test_loss_ce_unscaled": 0.20293268599845468, "test_loss_ce_0_unscaled": 0.27180120157599447, "test_loss_ce_1_unscaled": 0.22607297301515936, "test_loss_ce_2_unscaled": 0.213117388086766, "test_loss_ce_3_unscaled": 0.20587505313940346, "test_loss_ce_4_unscaled": 0.20411669075712563, "test_loss_ce_dn_unscaled": 0.0, "test_loss_ce_dn_0_unscaled": 0.0, "test_loss_ce_dn_1_unscaled": 0.0, "test_loss_ce_dn_2_unscaled": 0.0, "test_loss_ce_dn_3_unscaled": 0.0, "test_loss_ce_dn_4_unscaled": 0.0, "test_loss_ce_interm_unscaled": 0.26345608845353125, "test_loss_giou_unscaled": 0.1768410493314266, "test_loss_giou_0_unscaled": 0.18035458434224128, "test_loss_giou_1_unscaled": 0.17996035546958447, "test_loss_giou_2_unscaled": 0.17797960871458054, "test_loss_giou_3_unscaled": 0.17795778276324273, "test_loss_giou_4_unscaled": 0.17709616430550815, "test_loss_giou_dn_unscaled": 0.0, "test_loss_giou_dn_0_unscaled": 0.0, "test_loss_giou_dn_1_unscaled": 0.0, "test_loss_giou_dn_2_unscaled": 0.0, "test_loss_giou_dn_3_unscaled": 0.0, "test_loss_giou_dn_4_unscaled": 0.0, "test_loss_giou_interm_unscaled": 0.20625382476449014, "test_loss_hw_unscaled": 0.02028968219086528, "test_loss_hw_0_unscaled": 0.020664917005226015, "test_loss_hw_1_unscaled": 0.020579040724784135, "test_loss_hw_2_unscaled": 0.02032562593407929, "test_loss_hw_3_unscaled": 0.020361717586964367, "test_loss_hw_4_unscaled": 0.020281831957399844, "test_loss_hw_dn_unscaled": 0.0, "test_loss_hw_dn_0_unscaled": 0.0, "test_loss_hw_dn_1_unscaled": 0.0, "test_loss_hw_dn_2_unscaled": 0.0, "test_loss_hw_dn_3_unscaled": 0.0, "test_loss_hw_dn_4_unscaled": 0.0, "test_loss_hw_interm_unscaled": 0.02453330031260848, "test_loss_xy_unscaled": 0.009987732928618789, "test_loss_xy_0_unscaled": 0.010189549693651498, "test_loss_xy_1_unscaled": 0.010172975879348815, "test_loss_xy_2_unscaled": 0.010053766724653542, "test_loss_xy_3_unscaled": 0.010059579300135374, "test_loss_xy_4_unscaled": 0.009994282131269574, "test_loss_xy_dn_unscaled": 0.0, "test_loss_xy_dn_0_unscaled": 0.0, "test_loss_xy_dn_1_unscaled": 0.0, "test_loss_xy_dn_2_unscaled": 0.0, "test_loss_xy_dn_3_unscaled": 0.0, "test_loss_xy_dn_4_unscaled": 0.0, "test_loss_xy_interm_unscaled": 0.011588635961525142, "test_coco_eval_bbox": [0.5019692244407844, 0.6856814053608213, 0.5457143993336968, 0.31890241252389545, 0.5361751756088119, 0.6847272672653572, 0.3819666927717688, 0.6376936433182476, 0.7146334776393184, 0.538362398790199, 0.7644846155475287, 0.889296666718366], "best_res": 0.5019692244407844, "best_ep": 6, "epoch": 6, "n_parameters": 51460670, "now_time": "2024-05-18 20:12:29.672691", "epoch_time": "3:55:37"} |
|
{"train_lr": 4.999999999999505e-05, "train_class_error": 5.503091035507762, "train_loss": 10.123670084202676, "train_loss_bbox": 0.16213475751160092, "train_loss_bbox_0": 0.16574713090467674, "train_loss_bbox_1": 0.16586050472223401, "train_loss_bbox_2": 0.16343711560722313, "train_loss_bbox_3": 0.16239717105436546, "train_loss_bbox_4": 0.16233461198731944, "train_loss_bbox_dn": 0.24451984109070535, "train_loss_bbox_dn_0": 0.34892445829092655, "train_loss_bbox_dn_1": 0.27062939939196323, "train_loss_bbox_dn_2": 0.2511876267712953, "train_loss_bbox_dn_3": 0.24571726740819505, "train_loss_bbox_dn_4": 0.24455242580888512, "train_loss_bbox_interm": 0.19176751948126144, "train_loss_ce": 0.20361955026556428, "train_loss_ce_0": 0.26714869450999984, "train_loss_ce_1": 0.22512950582902672, "train_loss_ce_2": 0.21353608354937195, "train_loss_ce_3": 0.20748216385493198, "train_loss_ce_4": 0.2049430476897897, "train_loss_ce_dn": 0.03585095507111418, "train_loss_ce_dn_0": 0.07661737071950607, "train_loss_ce_dn_1": 0.04684690025026107, "train_loss_ce_dn_2": 0.03977039551287, "train_loss_ce_dn_3": 0.03748870381826126, "train_loss_ce_dn_4": 0.03615656643735234, "train_loss_ce_interm": 0.2583747344638512, "train_loss_giou": 0.3785287746407538, "train_loss_giou_0": 0.387252213051685, "train_loss_giou_1": 0.3858232093773642, "train_loss_giou_2": 0.3812992524340029, "train_loss_giou_3": 0.37954612461912784, "train_loss_giou_4": 0.3788752769024676, "train_loss_giou_dn": 0.4325108636746577, "train_loss_giou_dn_0": 0.5611515097450085, "train_loss_giou_dn_1": 0.46428360979680067, "train_loss_giou_dn_2": 0.4417866056526238, "train_loss_giou_dn_3": 0.4348430676960452, "train_loss_giou_dn_4": 0.4324171269254805, "train_loss_giou_interm": 0.4331779511050589, "train_cardinality_error_unscaled": 889.9190534965508, "train_cardinality_error_0_unscaled": 890.6652492222372, "train_cardinality_error_1_unscaled": 889.5441718517517, "train_cardinality_error_2_unscaled": 889.7634502231841, "train_cardinality_error_3_unscaled": 889.8470850804815, "train_cardinality_error_4_unscaled": 890.1333778574327, "train_cardinality_error_dn_unscaled": 185.7405146760449, "train_cardinality_error_dn_0_unscaled": 185.81977039091032, "train_cardinality_error_dn_1_unscaled": 185.78070472068174, "train_cardinality_error_dn_2_unscaled": 185.8568155687813, "train_cardinality_error_dn_3_unscaled": 185.84728797511158, "train_cardinality_error_dn_4_unscaled": 185.79502569998647, "train_cardinality_error_interm_unscaled": 890.7847118896253, "train_class_error_unscaled": 5.503091035507762, "train_loss_bbox_unscaled": 0.03242695149529086, "train_loss_bbox_0_unscaled": 0.03314942618257301, "train_loss_bbox_1_unscaled": 0.03317210094357759, "train_loss_bbox_2_unscaled": 0.032687423131409134, "train_loss_bbox_3_unscaled": 0.03247943422425149, "train_loss_bbox_4_unscaled": 0.032466922397766225, "train_loss_bbox_dn_unscaled": 0.048903968206098, "train_loss_bbox_dn_0_unscaled": 0.06978489167196683, "train_loss_bbox_dn_1_unscaled": 0.05412587987370643, "train_loss_bbox_dn_2_unscaled": 0.05023752535967592, "train_loss_bbox_dn_3_unscaled": 0.049143453465804135, "train_loss_bbox_dn_4_unscaled": 0.04891048515149758, "train_loss_bbox_interm_unscaled": 0.038353503907652894, "train_loss_ce_unscaled": 0.20361955026556428, "train_loss_ce_0_unscaled": 0.26714869450999984, "train_loss_ce_1_unscaled": 0.22512950582902672, "train_loss_ce_2_unscaled": 0.21353608354937195, "train_loss_ce_3_unscaled": 0.20748216385493198, "train_loss_ce_4_unscaled": 0.2049430476897897, "train_loss_ce_dn_unscaled": 0.03585095507111418, "train_loss_ce_dn_0_unscaled": 0.07661737071950607, "train_loss_ce_dn_1_unscaled": 0.04684690025026107, "train_loss_ce_dn_2_unscaled": 0.03977039551287, "train_loss_ce_dn_3_unscaled": 0.03748870381826126, "train_loss_ce_dn_4_unscaled": 0.03615656643735234, "train_loss_ce_interm_unscaled": 0.2583747344638512, "train_loss_giou_unscaled": 0.1892643873203769, "train_loss_giou_0_unscaled": 0.1936261065258425, "train_loss_giou_1_unscaled": 0.1929116046886821, "train_loss_giou_2_unscaled": 0.19064962621700146, "train_loss_giou_3_unscaled": 0.18977306230956392, "train_loss_giou_4_unscaled": 0.1894376384512338, "train_loss_giou_dn_unscaled": 0.21625543183732884, "train_loss_giou_dn_0_unscaled": 0.28057575487250425, "train_loss_giou_dn_1_unscaled": 0.23214180489840033, "train_loss_giou_dn_2_unscaled": 0.2208933028263119, "train_loss_giou_dn_3_unscaled": 0.2174215338480226, "train_loss_giou_dn_4_unscaled": 0.21620856346274026, "train_loss_giou_interm_unscaled": 0.21658897555252946, "train_loss_hw_unscaled": 0.02168809016511433, "train_loss_hw_0_unscaled": 0.022133695999500286, "train_loss_hw_1_unscaled": 0.022168898028074025, "train_loss_hw_2_unscaled": 0.021862270014861167, "train_loss_hw_3_unscaled": 0.021720946453580747, "train_loss_hw_4_unscaled": 0.02171281263519199, "train_loss_hw_dn_unscaled": 0.03204515680265607, "train_loss_hw_dn_0_unscaled": 0.04698252973375883, "train_loss_hw_dn_1_unscaled": 0.035536262758308484, "train_loss_hw_dn_2_unscaled": 0.03293464864723472, "train_loss_hw_dn_3_unscaled": 0.032208540793682135, "train_loss_hw_dn_4_unscaled": 0.03205089576592263, "train_loss_hw_interm_unscaled": 0.02572826375366245, "train_loss_xy_unscaled": 0.01073886131540613, "train_loss_xy_0_unscaled": 0.01101573018323019, "train_loss_xy_1_unscaled": 0.01100320289572571, "train_loss_xy_2_unscaled": 0.010825153115603165, "train_loss_xy_3_unscaled": 0.010758487766466372, "train_loss_xy_4_unscaled": 0.010754109778084732, "train_loss_xy_dn_unscaled": 0.01685881136205961, "train_loss_xy_dn_0_unscaled": 0.02280236201092624, "train_loss_xy_dn_1_unscaled": 0.018589617125066415, "train_loss_xy_dn_2_unscaled": 0.017302876742202454, "train_loss_xy_dn_3_unscaled": 0.016934912694387825, "train_loss_xy_dn_4_unscaled": 0.016859589395463875, "train_loss_xy_interm_unscaled": 0.012625240145707683, "test_class_error": 5.7360673416137695, "test_loss": 5.135906133079529, "test_loss_bbox": 0.1459372295588255, "test_loss_bbox_0": 0.15133914089500905, "test_loss_bbox_1": 0.15062090427279473, "test_loss_bbox_2": 0.1476150068283081, "test_loss_bbox_3": 0.14695804732739925, "test_loss_bbox_4": 0.14592675395011903, "test_loss_bbox_dn": 0.0, "test_loss_bbox_dn_0": 0.0, "test_loss_bbox_dn_1": 0.0, "test_loss_bbox_dn_2": 0.0, "test_loss_bbox_dn_3": 0.0, "test_loss_bbox_dn_4": 0.0, "test_loss_bbox_interm": 0.17716513080000879, "test_loss_ce": 0.202347405507043, "test_loss_ce_0": 0.26567054741680624, "test_loss_ce_1": 0.2230692121013999, "test_loss_ce_2": 0.2138055906519294, "test_loss_ce_3": 0.20558938943967223, "test_loss_ce_4": 0.20371607763171196, "test_loss_ce_dn": 0.0, "test_loss_ce_dn_0": 0.0, "test_loss_ce_dn_1": 0.0, "test_loss_ce_dn_2": 0.0, "test_loss_ce_dn_3": 0.0, "test_loss_ce_dn_4": 0.0, "test_loss_ce_interm": 0.2548502833515406, "test_loss_giou": 0.346385295021534, "test_loss_giou_0": 0.3565138255357742, "test_loss_giou_1": 0.35454852445721624, "test_loss_giou_2": 0.34897112945914266, "test_loss_giou_3": 0.3479137826323509, "test_loss_giou_4": 0.34650648027062414, "test_loss_giou_dn": 0.0, "test_loss_giou_dn_0": 0.0, "test_loss_giou_dn_1": 0.0, "test_loss_giou_dn_2": 0.0, "test_loss_giou_dn_3": 0.0, "test_loss_giou_dn_4": 0.0, "test_loss_giou_interm": 0.40045637819767, "test_cardinality_error_unscaled": 888.9306, "test_cardinality_error_0_unscaled": 891.1428, "test_cardinality_error_1_unscaled": 890.1816, "test_cardinality_error_2_unscaled": 889.987, "test_cardinality_error_3_unscaled": 889.8072, "test_cardinality_error_4_unscaled": 889.3208, "test_cardinality_error_dn_unscaled": 0.0, "test_cardinality_error_dn_0_unscaled": 0.0, "test_cardinality_error_dn_1_unscaled": 0.0, "test_cardinality_error_dn_2_unscaled": 0.0, "test_cardinality_error_dn_3_unscaled": 0.0, "test_cardinality_error_dn_4_unscaled": 0.0, "test_cardinality_error_interm_unscaled": 890.7436, "test_class_error_unscaled": 5.7360673416137695, "test_loss_bbox_unscaled": 0.029187445963174106, "test_loss_bbox_0_unscaled": 0.030267828197032214, "test_loss_bbox_1_unscaled": 0.030124180840700863, "test_loss_bbox_2_unscaled": 0.02952300133407116, "test_loss_bbox_3_unscaled": 0.029391609443724154, "test_loss_bbox_4_unscaled": 0.02918535075187683, "test_loss_bbox_dn_unscaled": 0.0, "test_loss_bbox_dn_0_unscaled": 0.0, "test_loss_bbox_dn_1_unscaled": 0.0, "test_loss_bbox_dn_2_unscaled": 0.0, "test_loss_bbox_dn_3_unscaled": 0.0, "test_loss_bbox_dn_4_unscaled": 0.0, "test_loss_bbox_interm_unscaled": 0.03543302616626024, "test_loss_ce_unscaled": 0.202347405507043, "test_loss_ce_0_unscaled": 0.26567054741680624, "test_loss_ce_1_unscaled": 0.2230692121013999, "test_loss_ce_2_unscaled": 0.2138055906519294, "test_loss_ce_3_unscaled": 0.20558938943967223, "test_loss_ce_4_unscaled": 0.20371607763171196, "test_loss_ce_dn_unscaled": 0.0, "test_loss_ce_dn_0_unscaled": 0.0, "test_loss_ce_dn_1_unscaled": 0.0, "test_loss_ce_dn_2_unscaled": 0.0, "test_loss_ce_dn_3_unscaled": 0.0, "test_loss_ce_dn_4_unscaled": 0.0, "test_loss_ce_interm_unscaled": 0.2548502833515406, "test_loss_giou_unscaled": 0.173192647510767, "test_loss_giou_0_unscaled": 0.1782569127678871, "test_loss_giou_1_unscaled": 0.17727426222860812, "test_loss_giou_2_unscaled": 0.17448556472957133, "test_loss_giou_3_unscaled": 0.17395689131617545, "test_loss_giou_4_unscaled": 0.17325324013531207, "test_loss_giou_dn_unscaled": 0.0, "test_loss_giou_dn_0_unscaled": 0.0, "test_loss_giou_dn_1_unscaled": 0.0, "test_loss_giou_dn_2_unscaled": 0.0, "test_loss_giou_dn_3_unscaled": 0.0, "test_loss_giou_dn_4_unscaled": 0.0, "test_loss_giou_interm_unscaled": 0.200228189098835, "test_loss_hw_unscaled": 0.019578225266933442, "test_loss_hw_0_unscaled": 0.020328954387828706, "test_loss_hw_1_unscaled": 0.020216998659446834, "test_loss_hw_2_unscaled": 0.019831702959537505, "test_loss_hw_3_unscaled": 0.01974205938130617, "test_loss_hw_4_unscaled": 0.019585938200727106, "test_loss_hw_dn_unscaled": 0.0, "test_loss_hw_dn_0_unscaled": 0.0, "test_loss_hw_dn_1_unscaled": 0.0, "test_loss_hw_dn_2_unscaled": 0.0, "test_loss_hw_dn_3_unscaled": 0.0, "test_loss_hw_dn_4_unscaled": 0.0, "test_loss_hw_interm_unscaled": 0.024094532301276922, "test_loss_xy_unscaled": 0.009609220785088838, "test_loss_xy_0_unscaled": 0.009938873899914324, "test_loss_xy_1_unscaled": 0.009907182268239558, "test_loss_xy_2_unscaled": 0.009691298434324563, "test_loss_xy_3_unscaled": 0.00964955003540963, "test_loss_xy_4_unscaled": 0.009599412554875016, "test_loss_xy_dn_unscaled": 0.0, "test_loss_xy_dn_0_unscaled": 0.0, "test_loss_xy_dn_1_unscaled": 0.0, "test_loss_xy_dn_2_unscaled": 0.0, "test_loss_xy_dn_3_unscaled": 0.0, "test_loss_xy_dn_4_unscaled": 0.0, "test_loss_xy_interm_unscaled": 0.011338494010455906, "test_coco_eval_bbox": [0.5066448914277467, 0.6869192072037954, 0.551959707076628, 0.32377641380286293, 0.5426253757283869, 0.6935916039547944, 0.3822317819842813, 0.6444191530368673, 0.7243406021944755, 0.5469041188819973, 0.7768120296481009, 0.8939778817510851], "best_res": 0.5066448914277467, "best_ep": 7, "epoch": 7, "n_parameters": 51460670, "now_time": "2024-05-19 00:04:06.739960", "epoch_time": "3:51:36"} |
|
{"train_lr": 4.999999999999505e-05, "train_class_error": 5.268252714132079, "train_loss": 9.911610638709927, "train_loss_bbox": 0.15947681395408791, "train_loss_bbox_0": 0.16349845041729882, "train_loss_bbox_1": 0.16316000302331657, "train_loss_bbox_2": 0.16091969416521004, "train_loss_bbox_3": 0.15991666052280348, "train_loss_bbox_4": 0.1597146298796801, "train_loss_bbox_dn": 0.23668545271496352, "train_loss_bbox_dn_0": 0.34022006241058717, "train_loss_bbox_dn_1": 0.26220495834942603, "train_loss_bbox_dn_2": 0.24327474551664127, "train_loss_bbox_dn_3": 0.23786270862021208, "train_loss_bbox_dn_4": 0.23671811619584798, "train_loss_bbox_interm": 0.1888202311793345, "train_loss_ce": 0.1986495695547646, "train_loss_ce_0": 0.2605580860711347, "train_loss_ce_1": 0.22019527000324074, "train_loss_ce_2": 0.20858380862863288, "train_loss_ce_3": 0.20261280929845346, "train_loss_ce_4": 0.1999692766477835, "train_loss_ce_dn": 0.03406964742205716, "train_loss_ce_dn_0": 0.0741097983045925, "train_loss_ce_dn_1": 0.04482884122275172, "train_loss_ce_dn_2": 0.037852208965140396, "train_loss_ce_dn_3": 0.03568103707375779, "train_loss_ce_dn_4": 0.0343685517534533, "train_loss_ce_interm": 0.25162722621086353, "train_loss_giou": 0.3737923856177132, "train_loss_giou_0": 0.38224207235448066, "train_loss_giou_1": 0.3805466412204932, "train_loss_giou_2": 0.37645672600281493, "train_loss_giou_3": 0.3746764282610917, "train_loss_giou_4": 0.3740600716344328, "train_loss_giou_dn": 0.4228257216330747, "train_loss_giou_dn_0": 0.55002961730229, "train_loss_giou_dn_1": 0.45423668117363075, "train_loss_giou_dn_2": 0.43201886077046026, "train_loss_giou_dn_3": 0.4251316775694181, "train_loss_giou_dn_4": 0.4227163915302069, "train_loss_giou_interm": 0.4272986977630348, "train_cardinality_error_unscaled": 889.7380123089409, "train_cardinality_error_0_unscaled": 890.6660523468146, "train_cardinality_error_1_unscaled": 889.7738147572028, "train_cardinality_error_2_unscaled": 889.9009789665901, "train_cardinality_error_3_unscaled": 889.8164395374002, "train_cardinality_error_4_unscaled": 889.8657936561613, "train_cardinality_error_dn_unscaled": 185.72356452049235, "train_cardinality_error_dn_0_unscaled": 185.81047105369944, "train_cardinality_error_dn_1_unscaled": 185.75861456783443, "train_cardinality_error_dn_2_unscaled": 185.8272944001082, "train_cardinality_error_dn_3_unscaled": 185.8092875016908, "train_cardinality_error_dn_4_unscaled": 185.75068476937645, "train_cardinality_error_interm_unscaled": 890.9983768429596, "train_class_error_unscaled": 5.268252714132079, "train_loss_bbox_unscaled": 0.03189536280158832, "train_loss_bbox_0_unscaled": 0.032699690083421974, "train_loss_bbox_1_unscaled": 0.0326320006047011, "train_loss_bbox_2_unscaled": 0.032183938829225, "train_loss_bbox_3_unscaled": 0.031983332117095066, "train_loss_bbox_4_unscaled": 0.031942925961839584, "train_loss_bbox_dn_unscaled": 0.04733709053142833, "train_loss_bbox_dn_0_unscaled": 0.06804401247806108, "train_loss_bbox_dn_1_unscaled": 0.052440991667138975, "train_loss_bbox_dn_2_unscaled": 0.048654949127200246, "train_loss_bbox_dn_3_unscaled": 0.04757254172998837, "train_loss_bbox_dn_4_unscaled": 0.04734362323700285, "train_loss_bbox_interm_unscaled": 0.03776404623901624, "train_loss_ce_unscaled": 0.1986495695547646, "train_loss_ce_0_unscaled": 0.2605580860711347, "train_loss_ce_1_unscaled": 0.22019527000324074, "train_loss_ce_2_unscaled": 0.20858380862863288, "train_loss_ce_3_unscaled": 0.20261280929845346, "train_loss_ce_4_unscaled": 0.1999692766477835, "train_loss_ce_dn_unscaled": 0.03406964742205716, "train_loss_ce_dn_0_unscaled": 0.0741097983045925, "train_loss_ce_dn_1_unscaled": 0.04482884122275172, "train_loss_ce_dn_2_unscaled": 0.037852208965140396, "train_loss_ce_dn_3_unscaled": 0.03568103707375779, "train_loss_ce_dn_4_unscaled": 0.0343685517534533, "train_loss_ce_interm_unscaled": 0.25162722621086353, "train_loss_giou_unscaled": 0.1868961928088566, "train_loss_giou_0_unscaled": 0.19112103617724033, "train_loss_giou_1_unscaled": 0.1902733206102466, "train_loss_giou_2_unscaled": 0.18822836300140747, "train_loss_giou_3_unscaled": 0.18733821413054585, "train_loss_giou_4_unscaled": 0.1870300358172164, "train_loss_giou_dn_unscaled": 0.21141286081653735, "train_loss_giou_dn_0_unscaled": 0.275014808651145, "train_loss_giou_dn_1_unscaled": 0.22711834058681538, "train_loss_giou_dn_2_unscaled": 0.21600943038523013, "train_loss_giou_dn_3_unscaled": 0.21256583878470905, "train_loss_giou_dn_4_unscaled": 0.21135819576510345, "train_loss_giou_interm_unscaled": 0.2136493488815174, "train_loss_hw_unscaled": 0.021346842382252106, "train_loss_hw_0_unscaled": 0.021876862534456257, "train_loss_hw_1_unscaled": 0.021831853054216956, "train_loss_hw_2_unscaled": 0.021533729147793865, "train_loss_hw_3_unscaled": 0.021404349695234567, "train_loss_hw_4_unscaled": 0.021375548739180756, "train_loss_hw_dn_unscaled": 0.031032020582563154, "train_loss_hw_dn_0_unscaled": 0.04581099676548272, "train_loss_hw_dn_1_unscaled": 0.034425180561837514, "train_loss_hw_dn_2_unscaled": 0.031909359897422995, "train_loss_hw_dn_3_unscaled": 0.0311938995078718, "train_loss_hw_dn_4_unscaled": 0.0310383898854945, "train_loss_hw_interm_unscaled": 0.02534292697572412, "train_loss_xy_unscaled": 0.010548520417871772, "train_loss_xy_0_unscaled": 0.010822827573908483, "train_loss_xy_1_unscaled": 0.010800147547397798, "train_loss_xy_2_unscaled": 0.010650209715475497, "train_loss_xy_3_unscaled": 0.01057898240598783, "train_loss_xy_4_unscaled": 0.010567377238074839, "train_loss_xy_dn_unscaled": 0.01630506989419265, "train_loss_xy_dn_0_unscaled": 0.022233015667227882, "train_loss_xy_dn_1_unscaled": 0.01801581107298925, "train_loss_xy_dn_2_unscaled": 0.016745589281079984, "train_loss_xy_dn_3_unscaled": 0.016378642204732216, "train_loss_xy_dn_4_unscaled": 0.016305233314661084, "train_loss_xy_interm_unscaled": 0.012421119264142438, "test_class_error": 5.730022970581055, "test_loss": 5.093167117214203, "test_loss_bbox": 0.1480497762799263, "test_loss_bbox_0": 0.1531971511989832, "test_loss_bbox_1": 0.14890147587955, "test_loss_bbox_2": 0.1486583199441433, "test_loss_bbox_3": 0.1483081180423498, "test_loss_bbox_4": 0.148127736595273, "test_loss_bbox_dn": 0.0, "test_loss_bbox_dn_0": 0.0, "test_loss_bbox_dn_1": 0.0, "test_loss_bbox_dn_2": 0.0, "test_loss_bbox_dn_3": 0.0, "test_loss_bbox_dn_4": 0.0, "test_loss_bbox_interm": 0.17758372734189035, "test_loss_ce": 0.19545020709745586, "test_loss_ce_0": 0.256981814032793, "test_loss_ce_1": 0.21833156645148993, "test_loss_ce_2": 0.20505466132685543, "test_loss_ce_3": 0.1991060009278357, "test_loss_ce_4": 0.19693120144680143, "test_loss_ce_dn": 0.0, "test_loss_ce_dn_0": 0.0, "test_loss_ce_dn_1": 0.0, "test_loss_ce_dn_2": 0.0, "test_loss_ce_dn_3": 0.0, "test_loss_ce_dn_4": 0.0, "test_loss_ce_interm": 0.24915941356122492, "test_loss_giou": 0.3465149582862854, "test_loss_giou_0": 0.3579005104422569, "test_loss_giou_1": 0.3505202648639679, "test_loss_giou_2": 0.3487769250333309, "test_loss_giou_3": 0.3474812292098999, "test_loss_giou_4": 0.34623856489658356, "test_loss_giou_dn": 0.0, "test_loss_giou_dn_0": 0.0, "test_loss_giou_dn_1": 0.0, "test_loss_giou_dn_2": 0.0, "test_loss_giou_dn_3": 0.0, "test_loss_giou_dn_4": 0.0, "test_loss_giou_interm": 0.4018935075104237, "test_cardinality_error_unscaled": 888.9078, "test_cardinality_error_0_unscaled": 890.3812, "test_cardinality_error_1_unscaled": 889.4246, "test_cardinality_error_2_unscaled": 889.47, "test_cardinality_error_3_unscaled": 888.1752, "test_cardinality_error_4_unscaled": 888.7482, "test_cardinality_error_dn_unscaled": 0.0, "test_cardinality_error_dn_0_unscaled": 0.0, "test_cardinality_error_dn_1_unscaled": 0.0, "test_cardinality_error_dn_2_unscaled": 0.0, "test_cardinality_error_dn_3_unscaled": 0.0, "test_cardinality_error_dn_4_unscaled": 0.0, "test_cardinality_error_interm_unscaled": 890.3668, "test_class_error_unscaled": 5.730022970581055, "test_loss_bbox_unscaled": 0.029609955260157587, "test_loss_bbox_0_unscaled": 0.03063943026661873, "test_loss_bbox_1_unscaled": 0.02978029519468546, "test_loss_bbox_2_unscaled": 0.02973166398629546, "test_loss_bbox_3_unscaled": 0.029661623651534318, "test_loss_bbox_4_unscaled": 0.02962554730549455, "test_loss_bbox_dn_unscaled": 0.0, "test_loss_bbox_dn_0_unscaled": 0.0, "test_loss_bbox_dn_1_unscaled": 0.0, "test_loss_bbox_dn_2_unscaled": 0.0, "test_loss_bbox_dn_3_unscaled": 0.0, "test_loss_bbox_dn_4_unscaled": 0.0, "test_loss_bbox_interm_unscaled": 0.03551674549281597, "test_loss_ce_unscaled": 0.19545020709745586, "test_loss_ce_0_unscaled": 0.256981814032793, "test_loss_ce_1_unscaled": 0.21833156645148993, "test_loss_ce_2_unscaled": 0.20505466132685543, "test_loss_ce_3_unscaled": 0.1991060009278357, "test_loss_ce_4_unscaled": 0.19693120144680143, "test_loss_ce_dn_unscaled": 0.0, "test_loss_ce_dn_0_unscaled": 0.0, "test_loss_ce_dn_1_unscaled": 0.0, "test_loss_ce_dn_2_unscaled": 0.0, "test_loss_ce_dn_3_unscaled": 0.0, "test_loss_ce_dn_4_unscaled": 0.0, "test_loss_ce_interm_unscaled": 0.24915941356122492, "test_loss_giou_unscaled": 0.1732574791431427, "test_loss_giou_0_unscaled": 0.17895025522112845, "test_loss_giou_1_unscaled": 0.17526013243198396, "test_loss_giou_2_unscaled": 0.17438846251666545, "test_loss_giou_3_unscaled": 0.17374061460494994, "test_loss_giou_4_unscaled": 0.17311928244829178, "test_loss_giou_dn_unscaled": 0.0, "test_loss_giou_dn_0_unscaled": 0.0, "test_loss_giou_dn_1_unscaled": 0.0, "test_loss_giou_dn_2_unscaled": 0.0, "test_loss_giou_dn_3_unscaled": 0.0, "test_loss_giou_dn_4_unscaled": 0.0, "test_loss_giou_interm_unscaled": 0.20094675375521184, "test_loss_hw_unscaled": 0.019836290381103756, "test_loss_hw_0_unscaled": 0.02063746102079749, "test_loss_hw_1_unscaled": 0.01996337012909353, "test_loss_hw_2_unscaled": 0.01990734471939504, "test_loss_hw_3_unscaled": 0.01987022734731436, "test_loss_hw_4_unscaled": 0.019852388954162598, "test_loss_hw_dn_unscaled": 0.0, "test_loss_hw_dn_0_unscaled": 0.0, "test_loss_hw_dn_1_unscaled": 0.0, "test_loss_hw_dn_2_unscaled": 0.0, "test_loss_hw_dn_3_unscaled": 0.0, "test_loss_hw_dn_4_unscaled": 0.0, "test_loss_hw_interm_unscaled": 0.024017751210182906, "test_loss_xy_unscaled": 0.009773664921335875, "test_loss_xy_0_unscaled": 0.010001969159021974, "test_loss_xy_1_unscaled": 0.009816925013251602, "test_loss_xy_2_unscaled": 0.009824319172091782, "test_loss_xy_3_unscaled": 0.009791396234929561, "test_loss_xy_4_unscaled": 0.00977315833810717, "test_loss_xy_dn_unscaled": 0.0, "test_loss_xy_dn_0_unscaled": 0.0, "test_loss_xy_dn_1_unscaled": 0.0, "test_loss_xy_dn_2_unscaled": 0.0, "test_loss_xy_dn_3_unscaled": 0.0, "test_loss_xy_dn_4_unscaled": 0.0, "test_loss_xy_interm_unscaled": 0.011498994235321879, "test_coco_eval_bbox": [0.5144954614461656, 0.699051517918845, 0.5601515965002514, 0.32656605585850235, 0.5488306420130094, 0.6995880725186351, 0.38708895570592455, 0.6492422845290556, 0.7270011401800502, 0.557174914320421, 0.7746269473212125, 0.8946947266405235], "best_res": 0.5144954614461656, "best_ep": 8, "epoch": 8, "n_parameters": 51460670, "now_time": "2024-05-19 03:49:13.597702", "epoch_time": "3:45:06"} |
|
{"train_lr": 4.999999999999505e-05, "train_class_error": 5.1212111566219285, "train_loss": 9.721665688688468, "train_loss_bbox": 0.1566153907228549, "train_loss_bbox_0": 0.16084501581123165, "train_loss_bbox_1": 0.16078049051147683, "train_loss_bbox_2": 0.15834710845489688, "train_loss_bbox_3": 0.15700358859277597, "train_loss_bbox_4": 0.15677377709787074, "train_loss_bbox_dn": 0.23012629367338575, "train_loss_bbox_dn_0": 0.3325213247286069, "train_loss_bbox_dn_1": 0.25503452816577754, "train_loss_bbox_dn_2": 0.23658094664635765, "train_loss_bbox_dn_3": 0.23130418805020775, "train_loss_bbox_dn_4": 0.23015628570516153, "train_loss_bbox_interm": 0.18548942054864376, "train_loss_ce": 0.19458196351921164, "train_loss_ce_0": 0.2556201267272464, "train_loss_ce_1": 0.21564586844028702, "train_loss_ce_2": 0.20446420757481182, "train_loss_ce_3": 0.19866774624711675, "train_loss_ce_4": 0.19599472757755912, "train_loss_ce_dn": 0.032424779052790516, "train_loss_ce_dn_0": 0.07187629035293218, "train_loss_ce_dn_1": 0.04300195376869192, "train_loss_ce_dn_2": 0.03608208484402216, "train_loss_ce_dn_3": 0.03406074089607221, "train_loss_ce_dn_4": 0.03275950069737153, "train_loss_ce_interm": 0.24670338018142401, "train_loss_giou": 0.36903180834573596, "train_loss_giou_0": 0.37732780762152823, "train_loss_giou_1": 0.3762155228042359, "train_loss_giou_2": 0.37203678577366384, "train_loss_giou_3": 0.3700224589367495, "train_loss_giou_4": 0.36936781343173936, "train_loss_giou_dn": 0.41412639937590445, "train_loss_giou_dn_0": 0.5403077331049491, "train_loss_giou_dn_1": 0.445290612463746, "train_loss_giou_dn_2": 0.42324209404031204, "train_loss_giou_dn_3": 0.41642827214616474, "train_loss_giou_dn_4": 0.4140285619941573, "train_loss_giou_interm": 0.42077808783423765, "train_cardinality_error_unscaled": 890.3329500879211, "train_cardinality_error_0_unscaled": 890.4455481536588, "train_cardinality_error_1_unscaled": 889.8336686730692, "train_cardinality_error_2_unscaled": 889.804781550115, "train_cardinality_error_3_unscaled": 889.7017533477614, "train_cardinality_error_4_unscaled": 889.9990869741647, "train_cardinality_error_dn_unscaled": 185.73952556472338, "train_cardinality_error_dn_0_unscaled": 185.78845698633842, "train_cardinality_error_dn_1_unscaled": 185.76632456377655, "train_cardinality_error_dn_2_unscaled": 185.8219853239551, "train_cardinality_error_dn_3_unscaled": 185.77863350466657, "train_cardinality_error_dn_4_unscaled": 185.7815839307453, "train_cardinality_error_interm_unscaled": 890.3303885432166, "train_class_error_unscaled": 5.1212111566219285, "train_loss_bbox_unscaled": 0.0313230781535277, "train_loss_bbox_0_unscaled": 0.032169003169918116, "train_loss_bbox_1_unscaled": 0.03215609810277406, "train_loss_bbox_2_unscaled": 0.03166942169604352, "train_loss_bbox_3_unscaled": 0.03140071771339027, "train_loss_bbox_4_unscaled": 0.03135475542427296, "train_loss_bbox_dn_unscaled": 0.04602525873560936, "train_loss_bbox_dn_0_unscaled": 0.06650426494237048, "train_loss_bbox_dn_1_unscaled": 0.051006905615682975, "train_loss_bbox_dn_2_unscaled": 0.047316189315477424, "train_loss_bbox_dn_3_unscaled": 0.0462608376169449, "train_loss_bbox_dn_4_unscaled": 0.04603125714861591, "train_loss_bbox_interm_unscaled": 0.03709788412980893, "train_loss_ce_unscaled": 0.19458196351921164, "train_loss_ce_0_unscaled": 0.2556201267272464, "train_loss_ce_1_unscaled": 0.21564586844028702, "train_loss_ce_2_unscaled": 0.20446420757481182, "train_loss_ce_3_unscaled": 0.19866774624711675, "train_loss_ce_4_unscaled": 0.19599472757755912, "train_loss_ce_dn_unscaled": 0.032424779052790516, "train_loss_ce_dn_0_unscaled": 0.07187629035293218, "train_loss_ce_dn_1_unscaled": 0.04300195376869192, "train_loss_ce_dn_2_unscaled": 0.03608208484402216, "train_loss_ce_dn_3_unscaled": 0.03406074089607221, "train_loss_ce_dn_4_unscaled": 0.03275950069737153, "train_loss_ce_interm_unscaled": 0.24670338018142401, "train_loss_giou_unscaled": 0.18451590417286798, "train_loss_giou_0_unscaled": 0.18866390381076412, "train_loss_giou_1_unscaled": 0.18810776140211796, "train_loss_giou_2_unscaled": 0.18601839288683192, "train_loss_giou_3_unscaled": 0.18501122946837475, "train_loss_giou_4_unscaled": 0.18468390671586968, "train_loss_giou_dn_unscaled": 0.20706319968795223, "train_loss_giou_dn_0_unscaled": 0.27015386655247453, "train_loss_giou_dn_1_unscaled": 0.222645306231873, "train_loss_giou_dn_2_unscaled": 0.21162104702015602, "train_loss_giou_dn_3_unscaled": 0.20821413607308237, "train_loss_giou_dn_4_unscaled": 0.20701428099707864, "train_loss_giou_interm_unscaled": 0.21038904391711882, "train_loss_hw_unscaled": 0.02095387700697475, "train_loss_hw_0_unscaled": 0.021514041758264983, "train_loss_hw_1_unscaled": 0.021508391763388618, "train_loss_hw_2_unscaled": 0.021179572797328614, "train_loss_hw_3_unscaled": 0.021004661326303554, "train_loss_hw_4_unscaled": 0.02097184155807786, "train_loss_hw_dn_unscaled": 0.03016551608066307, "train_loss_hw_dn_0_unscaled": 0.044731909819713235, "train_loss_hw_dn_1_unscaled": 0.03346293694568334, "train_loss_hw_dn_2_unscaled": 0.03102922157281031, "train_loss_hw_dn_3_unscaled": 0.030327048045859582, "train_loss_hw_dn_4_unscaled": 0.03017126723464357, "train_loss_hw_interm_unscaled": 0.024919901059553214, "train_loss_xy_unscaled": 0.010369201151150986, "train_loss_xy_0_unscaled": 0.010654961411684628, "train_loss_xy_1_unscaled": 0.010647706319607595, "train_loss_xy_2_unscaled": 0.010489848896289912, "train_loss_xy_3_unscaled": 0.010396056410738257, "train_loss_xy_4_unscaled": 0.010382913863549661, "train_loss_xy_dn_unscaled": 0.015859742631830136, "train_loss_xy_dn_0_unscaled": 0.021772355058505208, "train_loss_xy_dn_1_unscaled": 0.01754396868032946, "train_loss_xy_dn_2_unscaled": 0.01628696773945479, "train_loss_xy_dn_3_unscaled": 0.01593378958418657, "train_loss_xy_dn_4_unscaled": 0.015859989891643524, "train_loss_xy_interm_unscaled": 0.012177983090946878, "test_class_error": 5.65913231048584, "test_loss": 5.078337292289734, "test_loss_bbox": 0.14884501824378968, "test_loss_bbox_0": 0.1497526440024376, "test_loss_bbox_1": 0.15135177200436592, "test_loss_bbox_2": 0.15051012493669988, "test_loss_bbox_3": 0.14897858616709708, "test_loss_bbox_4": 0.148327297398448, "test_loss_bbox_dn": 0.0, "test_loss_bbox_dn_0": 0.0, "test_loss_bbox_dn_1": 0.0, "test_loss_bbox_dn_2": 0.0, "test_loss_bbox_dn_3": 0.0, "test_loss_bbox_dn_4": 0.0, "test_loss_bbox_interm": 0.17775454577803612, "test_loss_ce": 0.19285671169310808, "test_loss_ce_0": 0.25490323718190194, "test_loss_ce_1": 0.2129291683524847, "test_loss_ce_2": 0.2001529566064477, "test_loss_ce_3": 0.1957479740280658, "test_loss_ce_4": 0.19430069067813457, "test_loss_ce_dn": 0.0, "test_loss_ce_dn_0": 0.0, "test_loss_ce_dn_1": 0.0, "test_loss_ce_dn_2": 0.0, "test_loss_ce_dn_3": 0.0, "test_loss_ce_dn_4": 0.0, "test_loss_ce_interm": 0.24342870418131352, "test_loss_giou": 0.3494035634934902, "test_loss_giou_0": 0.3522843199431896, "test_loss_giou_1": 0.3544689954578876, "test_loss_giou_2": 0.3525797146558762, "test_loss_giou_3": 0.3491896480381489, "test_loss_giou_4": 0.34872681661248206, "test_loss_giou_dn": 0.0, "test_loss_giou_dn_0": 0.0, "test_loss_giou_dn_1": 0.0, "test_loss_giou_dn_2": 0.0, "test_loss_giou_dn_3": 0.0, "test_loss_giou_dn_4": 0.0, "test_loss_giou_interm": 0.40184480800628664, "test_cardinality_error_unscaled": 891.2194, "test_cardinality_error_0_unscaled": 890.8222, "test_cardinality_error_1_unscaled": 890.7402, "test_cardinality_error_2_unscaled": 890.6348, "test_cardinality_error_3_unscaled": 891.1096, "test_cardinality_error_4_unscaled": 891.2464, "test_cardinality_error_dn_unscaled": 0.0, "test_cardinality_error_dn_0_unscaled": 0.0, "test_cardinality_error_dn_1_unscaled": 0.0, "test_cardinality_error_dn_2_unscaled": 0.0, "test_cardinality_error_dn_3_unscaled": 0.0, "test_cardinality_error_dn_4_unscaled": 0.0, "test_cardinality_error_interm_unscaled": 890.6418, "test_class_error_unscaled": 5.65913231048584, "test_loss_bbox_unscaled": 0.029769003679603338, "test_loss_bbox_0_unscaled": 0.029950528797507286, "test_loss_bbox_1_unscaled": 0.03027035440802574, "test_loss_bbox_2_unscaled": 0.030102024997770788, "test_loss_bbox_3_unscaled": 0.029795717232674362, "test_loss_bbox_4_unscaled": 0.02966545949652791, "test_loss_bbox_dn_unscaled": 0.0, "test_loss_bbox_dn_0_unscaled": 0.0, "test_loss_bbox_dn_1_unscaled": 0.0, "test_loss_bbox_dn_2_unscaled": 0.0, "test_loss_bbox_dn_3_unscaled": 0.0, "test_loss_bbox_dn_4_unscaled": 0.0, "test_loss_bbox_interm_unscaled": 0.035550909156352284, "test_loss_ce_unscaled": 0.19285671169310808, "test_loss_ce_0_unscaled": 0.25490323718190194, "test_loss_ce_1_unscaled": 0.2129291683524847, "test_loss_ce_2_unscaled": 0.2001529566064477, "test_loss_ce_3_unscaled": 0.1957479740280658, "test_loss_ce_4_unscaled": 0.19430069067813457, "test_loss_ce_dn_unscaled": 0.0, "test_loss_ce_dn_0_unscaled": 0.0, "test_loss_ce_dn_1_unscaled": 0.0, "test_loss_ce_dn_2_unscaled": 0.0, "test_loss_ce_dn_3_unscaled": 0.0, "test_loss_ce_dn_4_unscaled": 0.0, "test_loss_ce_interm_unscaled": 0.24342870418131352, "test_loss_giou_unscaled": 0.1747017817467451, "test_loss_giou_0_unscaled": 0.1761421599715948, "test_loss_giou_1_unscaled": 0.1772344977289438, "test_loss_giou_2_unscaled": 0.1762898573279381, "test_loss_giou_3_unscaled": 0.17459482401907445, "test_loss_giou_4_unscaled": 0.17436340830624103, "test_loss_giou_dn_unscaled": 0.0, "test_loss_giou_dn_0_unscaled": 0.0, "test_loss_giou_dn_1_unscaled": 0.0, "test_loss_giou_dn_2_unscaled": 0.0, "test_loss_giou_dn_3_unscaled": 0.0, "test_loss_giou_dn_4_unscaled": 0.0, "test_loss_giou_interm_unscaled": 0.20092240400314332, "test_loss_hw_unscaled": 0.019893753254786133, "test_loss_hw_0_unscaled": 0.019966298726946115, "test_loss_hw_1_unscaled": 0.020220404152199625, "test_loss_hw_2_unscaled": 0.02009760794825852, "test_loss_hw_3_unscaled": 0.019940635911375282, "test_loss_hw_4_unscaled": 0.019844622630253436, "test_loss_hw_dn_unscaled": 0.0, "test_loss_hw_dn_0_unscaled": 0.0, "test_loss_hw_dn_1_unscaled": 0.0, "test_loss_hw_dn_2_unscaled": 0.0, "test_loss_hw_dn_3_unscaled": 0.0, "test_loss_hw_dn_4_unscaled": 0.0, "test_loss_hw_interm_unscaled": 0.023886127763986586, "test_loss_xy_unscaled": 0.009875250384770334, "test_loss_xy_0_unscaled": 0.009984230118989945, "test_loss_xy_1_unscaled": 0.01004995028525591, "test_loss_xy_2_unscaled": 0.010004417026415467, "test_loss_xy_3_unscaled": 0.009855081234499812, "test_loss_xy_4_unscaled": 0.009820836913026869, "test_loss_xy_dn_unscaled": 0.0, "test_loss_xy_dn_0_unscaled": 0.0, "test_loss_xy_dn_1_unscaled": 0.0, "test_loss_xy_dn_2_unscaled": 0.0, "test_loss_xy_dn_3_unscaled": 0.0, "test_loss_xy_dn_4_unscaled": 0.0, "test_loss_xy_interm_unscaled": 0.011664781418442726, "test_coco_eval_bbox": [0.5161358832340718, 0.7013289674079121, 0.5614271980721989, 0.32128971293174735, 0.547925266391058, 0.70087117663469, 0.38734331491535484, 0.647961579363452, 0.7250446502449123, 0.5524218956995519, 0.7758346216644599, 0.8888283366594978], "best_res": 0.5161358832340718, "best_ep": 9, "epoch": 9, "n_parameters": 51460670, "now_time": "2024-05-19 07:39:09.002621", "epoch_time": "3:49:55"} |
|
{"train_lr": 4.999999999999505e-05, "train_class_error": 4.922857086084119, "train_loss": 9.574477344344212, "train_loss_bbox": 0.15520776231378522, "train_loss_bbox_0": 0.15949300545521344, "train_loss_bbox_1": 0.15880831690140076, "train_loss_bbox_2": 0.1568272147092343, "train_loss_bbox_3": 0.15554237465241774, "train_loss_bbox_4": 0.1553670656062984, "train_loss_bbox_dn": 0.22438003157272918, "train_loss_bbox_dn_0": 0.32558565697460523, "train_loss_bbox_dn_1": 0.2488023175782503, "train_loss_bbox_dn_2": 0.23070213880128407, "train_loss_bbox_dn_3": 0.22554119236250297, "train_loss_bbox_dn_4": 0.2244081127470044, "train_loss_bbox_interm": 0.18305131336594732, "train_loss_ce": 0.19096402223005912, "train_loss_ce_0": 0.25005879595494795, "train_loss_ce_1": 0.2119341786148627, "train_loss_ce_2": 0.20076610259741975, "train_loss_ce_3": 0.19510991262841654, "train_loss_ce_4": 0.19244011505406783, "train_loss_ce_dn": 0.031011309914118195, "train_loss_ce_dn_0": 0.06996626575385083, "train_loss_ce_dn_1": 0.041365958440919864, "train_loss_ce_dn_2": 0.03455939266162897, "train_loss_ce_dn_3": 0.03261381851573586, "train_loss_ce_dn_4": 0.03134224451969375, "train_loss_ce_interm": 0.24237136036887247, "train_loss_giou": 0.3660722924936822, "train_loss_giou_0": 0.3747288427297638, "train_loss_giou_1": 0.37265115598009807, "train_loss_giou_2": 0.368887030901371, "train_loss_giou_3": 0.36702616302651514, "train_loss_giou_4": 0.36628746786695865, "train_loss_giou_dn": 0.4077892988934321, "train_loss_giou_dn_0": 0.532886445066788, "train_loss_giou_dn_1": 0.4385504116591816, "train_loss_giou_dn_2": 0.4168187896026321, "train_loss_giou_dn_3": 0.41006740104030664, "train_loss_giou_dn_4": 0.40768696695775797, "train_loss_giou_interm": 0.4168050925038381, "train_cardinality_error_unscaled": 890.1449682131746, "train_cardinality_error_0_unscaled": 890.4566735425402, "train_cardinality_error_1_unscaled": 890.073769105911, "train_cardinality_error_2_unscaled": 889.7715744623292, "train_cardinality_error_3_unscaled": 889.7029622615988, "train_cardinality_error_4_unscaled": 889.9563015690518, "train_cardinality_error_dn_unscaled": 185.72129040984714, "train_cardinality_error_dn_0_unscaled": 185.8322822264304, "train_cardinality_error_dn_1_unscaled": 185.83052380630326, "train_cardinality_error_dn_2_unscaled": 185.87556641417558, "train_cardinality_error_dn_3_unscaled": 185.81135026376302, "train_cardinality_error_dn_4_unscaled": 185.81377654538076, "train_cardinality_error_interm_unscaled": 890.7640673610172, "train_class_error_unscaled": 4.922857086084119, "train_loss_bbox_unscaled": 0.031041552461320947, "train_loss_bbox_0_unscaled": 0.03189860109464553, "train_loss_bbox_1_unscaled": 0.03176166338722129, "train_loss_bbox_2_unscaled": 0.031365442933759355, "train_loss_bbox_3_unscaled": 0.0311084749240337, "train_loss_bbox_4_unscaled": 0.031073413120037738, "train_loss_bbox_dn_unscaled": 0.04487600632133581, "train_loss_bbox_dn_0_unscaled": 0.06511713140746801, "train_loss_bbox_dn_1_unscaled": 0.049760463516657846, "train_loss_bbox_dn_2_unscaled": 0.04614042774375428, "train_loss_bbox_dn_3_unscaled": 0.045108238476670316, "train_loss_bbox_dn_4_unscaled": 0.044881622560965256, "train_loss_bbox_interm_unscaled": 0.036610262688659016, "train_loss_ce_unscaled": 0.19096402223005912, "train_loss_ce_0_unscaled": 0.25005879595494795, "train_loss_ce_1_unscaled": 0.2119341786148627, "train_loss_ce_2_unscaled": 0.20076610259741975, "train_loss_ce_3_unscaled": 0.19510991262841654, "train_loss_ce_4_unscaled": 0.19244011505406783, "train_loss_ce_dn_unscaled": 0.031011309914118195, "train_loss_ce_dn_0_unscaled": 0.06996626575385083, "train_loss_ce_dn_1_unscaled": 0.041365958440919864, "train_loss_ce_dn_2_unscaled": 0.03455939266162897, "train_loss_ce_dn_3_unscaled": 0.03261381851573586, "train_loss_ce_dn_4_unscaled": 0.03134224451969375, "train_loss_ce_interm_unscaled": 0.24237136036887247, "train_loss_giou_unscaled": 0.1830361462468411, "train_loss_giou_0_unscaled": 0.1873644213648819, "train_loss_giou_1_unscaled": 0.18632557799004903, "train_loss_giou_2_unscaled": 0.1844435154506855, "train_loss_giou_3_unscaled": 0.18351308151325757, "train_loss_giou_4_unscaled": 0.18314373393347932, "train_loss_giou_dn_unscaled": 0.20389464944671604, "train_loss_giou_dn_0_unscaled": 0.266443222533394, "train_loss_giou_dn_1_unscaled": 0.2192752058295908, "train_loss_giou_dn_2_unscaled": 0.20840939480131604, "train_loss_giou_dn_3_unscaled": 0.20503370052015332, "train_loss_giou_dn_4_unscaled": 0.20384348347887898, "train_loss_giou_interm_unscaled": 0.20840254625191906, "train_loss_hw_unscaled": 0.02077309071926213, "train_loss_hw_0_unscaled": 0.021336719098196177, "train_loss_hw_1_unscaled": 0.021242275087123296, "train_loss_hw_2_unscaled": 0.02097982123414029, "train_loss_hw_3_unscaled": 0.02081829863070084, "train_loss_hw_4_unscaled": 0.020795090483035704, "train_loss_hw_dn_unscaled": 0.029404150556138545, "train_loss_hw_dn_0_unscaled": 0.043768766640621126, "train_loss_hw_dn_1_unscaled": 0.03263647531936605, "train_loss_hw_dn_2_unscaled": 0.03025115149984524, "train_loss_hw_dn_3_unscaled": 0.02956415755135328, "train_loss_hw_dn_4_unscaled": 0.02940948781672395, "train_loss_hw_interm_unscaled": 0.024581590348338924, "train_loss_xy_unscaled": 0.01026846175163281, "train_loss_xy_0_unscaled": 0.010561881990686067, "train_loss_xy_1_unscaled": 0.010519388287343175, "train_loss_xy_2_unscaled": 0.010385621702012562, "train_loss_xy_3_unscaled": 0.010290176283853349, "train_loss_xy_4_unscaled": 0.010278322642151205, "train_loss_xy_dn_unscaled": 0.015471855781054186, "train_loss_xy_dn_0_unscaled": 0.02134836471337111, "train_loss_xy_dn_1_unscaled": 0.0171239882120622, "train_loss_xy_dn_2_unscaled": 0.015889276266836228, "train_loss_xy_dn_3_unscaled": 0.015544080950511751, "train_loss_xy_dn_4_unscaled": 0.015472134708559291, "train_loss_xy_interm_unscaled": 0.012028672324652129, "test_class_error": 5.412362905883789, "test_loss": 4.9994162094116215, "test_loss_bbox": 0.14694603779911994, "test_loss_bbox_0": 0.1495917356401682, "test_loss_bbox_1": 0.1497327106267214, "test_loss_bbox_2": 0.14864673439860343, "test_loss_bbox_3": 0.14664429645240307, "test_loss_bbox_4": 0.14675343496501445, "test_loss_bbox_dn": 0.0, "test_loss_bbox_dn_0": 0.0, "test_loss_bbox_dn_1": 0.0, "test_loss_bbox_dn_2": 0.0, "test_loss_bbox_dn_3": 0.0, "test_loss_bbox_dn_4": 0.0, "test_loss_bbox_interm": 0.17381889975368978, "test_loss_ce": 0.1896834672641009, "test_loss_ce_0": 0.24776966495215894, "test_loss_ce_1": 0.20887001899331809, "test_loss_ce_2": 0.19713297031223773, "test_loss_ce_3": 0.1925204521872103, "test_loss_ce_4": 0.19109486392587424, "test_loss_ce_dn": 0.0, "test_loss_ce_dn_0": 0.0, "test_loss_ce_dn_1": 0.0, "test_loss_ce_dn_2": 0.0, "test_loss_ce_dn_3": 0.0, "test_loss_ce_dn_4": 0.0, "test_loss_ce_interm": 0.24009475559294224, "test_loss_giou": 0.3427529082536697, "test_loss_giou_0": 0.351195307469368, "test_loss_giou_1": 0.3488270744740963, "test_loss_giou_2": 0.34623434099555017, "test_loss_giou_3": 0.343396874499321, "test_loss_giou_4": 0.34270793449282644, "test_loss_giou_dn": 0.0, "test_loss_giou_dn_0": 0.0, "test_loss_giou_dn_1": 0.0, "test_loss_giou_dn_2": 0.0, "test_loss_giou_dn_3": 0.0, "test_loss_giou_dn_4": 0.0, "test_loss_giou_interm": 0.3950017329514027, "test_cardinality_error_unscaled": 889.151, "test_cardinality_error_0_unscaled": 889.3774, "test_cardinality_error_1_unscaled": 888.461, "test_cardinality_error_2_unscaled": 888.0256, "test_cardinality_error_3_unscaled": 888.8512, "test_cardinality_error_4_unscaled": 888.74, "test_cardinality_error_dn_unscaled": 0.0, "test_cardinality_error_dn_0_unscaled": 0.0, "test_cardinality_error_dn_1_unscaled": 0.0, "test_cardinality_error_dn_2_unscaled": 0.0, "test_cardinality_error_dn_3_unscaled": 0.0, "test_cardinality_error_dn_4_unscaled": 0.0, "test_cardinality_error_interm_unscaled": 890.5162, "test_class_error_unscaled": 5.412362905883789, "test_loss_bbox_unscaled": 0.02938920757472515, "test_loss_bbox_0_unscaled": 0.02991834712699056, "test_loss_bbox_1_unscaled": 0.029946542148292066, "test_loss_bbox_2_unscaled": 0.029729346852749586, "test_loss_bbox_3_unscaled": 0.02932885927632451, "test_loss_bbox_4_unscaled": 0.02935068698525429, "test_loss_bbox_dn_unscaled": 0.0, "test_loss_bbox_dn_0_unscaled": 0.0, "test_loss_bbox_dn_1_unscaled": 0.0, "test_loss_bbox_dn_2_unscaled": 0.0, "test_loss_bbox_dn_3_unscaled": 0.0, "test_loss_bbox_dn_4_unscaled": 0.0, "test_loss_bbox_interm_unscaled": 0.03476377995610237, "test_loss_ce_unscaled": 0.1896834672641009, "test_loss_ce_0_unscaled": 0.24776966495215894, "test_loss_ce_1_unscaled": 0.20887001899331809, "test_loss_ce_2_unscaled": 0.19713297031223773, "test_loss_ce_3_unscaled": 0.1925204521872103, "test_loss_ce_4_unscaled": 0.19109486392587424, "test_loss_ce_dn_unscaled": 0.0, "test_loss_ce_dn_0_unscaled": 0.0, "test_loss_ce_dn_1_unscaled": 0.0, "test_loss_ce_dn_2_unscaled": 0.0, "test_loss_ce_dn_3_unscaled": 0.0, "test_loss_ce_dn_4_unscaled": 0.0, "test_loss_ce_interm_unscaled": 0.24009475559294224, "test_loss_giou_unscaled": 0.17137645412683486, "test_loss_giou_0_unscaled": 0.175597653734684, "test_loss_giou_1_unscaled": 0.17441353723704814, "test_loss_giou_2_unscaled": 0.17311717049777509, "test_loss_giou_3_unscaled": 0.1716984372496605, "test_loss_giou_4_unscaled": 0.17135396724641322, "test_loss_giou_dn_unscaled": 0.0, "test_loss_giou_dn_0_unscaled": 0.0, "test_loss_giou_dn_1_unscaled": 0.0, "test_loss_giou_dn_2_unscaled": 0.0, "test_loss_giou_dn_3_unscaled": 0.0, "test_loss_giou_dn_4_unscaled": 0.0, "test_loss_giou_interm_unscaled": 0.19750086647570134, "test_loss_hw_unscaled": 0.01973968669474125, "test_loss_hw_0_unscaled": 0.020034319815039635, "test_loss_hw_1_unscaled": 0.020098390135914086, "test_loss_hw_2_unscaled": 0.01996597952879965, "test_loss_hw_3_unscaled": 0.019698548623919485, "test_loss_hw_4_unscaled": 0.01970244438499212, "test_loss_hw_dn_unscaled": 0.0, "test_loss_hw_dn_0_unscaled": 0.0, "test_loss_hw_dn_1_unscaled": 0.0, "test_loss_hw_dn_2_unscaled": 0.0, "test_loss_hw_dn_3_unscaled": 0.0, "test_loss_hw_dn_4_unscaled": 0.0, "test_loss_hw_interm_unscaled": 0.023541285303235054, "test_loss_xy_unscaled": 0.009649520935676992, "test_loss_xy_0_unscaled": 0.00988402732219547, "test_loss_xy_1_unscaled": 0.009848151997849346, "test_loss_xy_2_unscaled": 0.009763367353752255, "test_loss_xy_3_unscaled": 0.009630310650542378, "test_loss_xy_4_unscaled": 0.009648242625035346, "test_loss_xy_dn_unscaled": 0.0, "test_loss_xy_dn_0_unscaled": 0.0, "test_loss_xy_dn_1_unscaled": 0.0, "test_loss_xy_dn_2_unscaled": 0.0, "test_loss_xy_dn_3_unscaled": 0.0, "test_loss_xy_dn_4_unscaled": 0.0, "test_loss_xy_interm_unscaled": 0.011222494525462388, "test_coco_eval_bbox": [0.5216004963911448, 0.7047018803770282, 0.5679018133905269, 0.3233539506656673, 0.5529762726545995, 0.7147586461130531, 0.38911874384209094, 0.6530930763832908, 0.7290647708684103, 0.5613859556294294, 0.775834458226586, 0.8956734384538053], "best_res": 0.5216004963911448, "best_ep": 10, "epoch": 10, "n_parameters": 51460670, "now_time": "2024-05-19 11:34:07.903808", "epoch_time": "3:54:58"} |
|
{"train_lr": 5.00000000000024e-06, "train_class_error": 4.130313845492177, "train_loss": 8.960757897394558, "train_loss_bbox": 0.1463726937849451, "train_loss_bbox_0": 0.14966356049380097, "train_loss_bbox_1": 0.14952316737195748, "train_loss_bbox_2": 0.1474279893883934, "train_loss_bbox_3": 0.14630275478756116, "train_loss_bbox_4": 0.14634464806492228, "train_loss_bbox_dn": 0.2061380334775434, "train_loss_bbox_dn_0": 0.30074891100081946, "train_loss_bbox_dn_1": 0.22870303438083253, "train_loss_bbox_dn_2": 0.21193080598882244, "train_loss_bbox_dn_3": 0.2071476736494355, "train_loss_bbox_dn_4": 0.2061700092543692, "train_loss_bbox_interm": 0.16789875089332118, "train_loss_ce": 0.175125574977847, "train_loss_ce_0": 0.23271410917742566, "train_loss_ce_1": 0.19540297298080062, "train_loss_ce_2": 0.18549786428782983, "train_loss_ce_3": 0.18003092483784533, "train_loss_ce_4": 0.17684957665543316, "train_loss_ce_dn": 0.02656495415630768, "train_loss_ce_dn_0": 0.06484922529011158, "train_loss_ce_dn_1": 0.03701256006840457, "train_loss_ce_dn_2": 0.030363585923670014, "train_loss_ce_dn_3": 0.02840511797557493, "train_loss_ce_dn_4": 0.027019538855636863, "train_loss_ce_interm": 0.22705387746761282, "train_loss_giou": 0.3495847205818506, "train_loss_giou_0": 0.3565265993486516, "train_loss_giou_1": 0.3556012184336836, "train_loss_giou_2": 0.3516197553032728, "train_loss_giou_3": 0.35000945827533825, "train_loss_giou_4": 0.3496282164495699, "train_loss_giou_dn": 0.383400726483939, "train_loss_giou_dn_0": 0.49948448597090855, "train_loss_giou_dn_1": 0.4127116291146954, "train_loss_giou_dn_2": 0.39206484992328683, "train_loss_giou_dn_3": 0.3855936805860375, "train_loss_giou_dn_4": 0.38335798671964166, "train_loss_giou_interm": 0.38991265449293505, "train_cardinality_error_unscaled": 890.3728273366698, "train_cardinality_error_0_unscaled": 890.2875946841607, "train_cardinality_error_1_unscaled": 889.9310919112675, "train_cardinality_error_2_unscaled": 889.6664665900175, "train_cardinality_error_3_unscaled": 889.7875777762748, "train_cardinality_error_4_unscaled": 889.8526562288652, "train_cardinality_error_dn_unscaled": 185.6899516434465, "train_cardinality_error_dn_0_unscaled": 185.77037400243475, "train_cardinality_error_dn_1_unscaled": 185.78428073853647, "train_cardinality_error_dn_2_unscaled": 185.82335486270796, "train_cardinality_error_dn_3_unscaled": 185.77357804680102, "train_cardinality_error_dn_4_unscaled": 185.74075984038956, "train_cardinality_error_interm_unscaled": 890.8701558907075, "train_class_error_unscaled": 4.130313845492177, "train_loss_bbox_unscaled": 0.029274538748233856, "train_loss_bbox_0_unscaled": 0.029932712086087252, "train_loss_bbox_1_unscaled": 0.029904633479531217, "train_loss_bbox_2_unscaled": 0.029485597868658977, "train_loss_bbox_3_unscaled": 0.02926055094792564, "train_loss_bbox_4_unscaled": 0.029268929617796646, "train_loss_bbox_dn_unscaled": 0.041227606700812165, "train_loss_bbox_dn_0_unscaled": 0.06014978219829948, "train_loss_bbox_dn_1_unscaled": 0.04574060686940173, "train_loss_bbox_dn_2_unscaled": 0.04238616119651735, "train_loss_bbox_dn_3_unscaled": 0.04142953471944389, "train_loss_bbox_dn_4_unscaled": 0.04123400186410107, "train_loss_bbox_interm_unscaled": 0.03357975018248123, "train_loss_ce_unscaled": 0.175125574977847, "train_loss_ce_0_unscaled": 0.23271410917742566, "train_loss_ce_1_unscaled": 0.19540297298080062, "train_loss_ce_2_unscaled": 0.18549786428782983, "train_loss_ce_3_unscaled": 0.18003092483784533, "train_loss_ce_4_unscaled": 0.17684957665543316, "train_loss_ce_dn_unscaled": 0.02656495415630768, "train_loss_ce_dn_0_unscaled": 0.06484922529011158, "train_loss_ce_dn_1_unscaled": 0.03701256006840457, "train_loss_ce_dn_2_unscaled": 0.030363585923670014, "train_loss_ce_dn_3_unscaled": 0.02840511797557493, "train_loss_ce_dn_4_unscaled": 0.027019538855636863, "train_loss_ce_interm_unscaled": 0.22705387746761282, "train_loss_giou_unscaled": 0.1747923602909253, "train_loss_giou_0_unscaled": 0.1782632996743258, "train_loss_giou_1_unscaled": 0.1778006092168418, "train_loss_giou_2_unscaled": 0.1758098776516364, "train_loss_giou_3_unscaled": 0.17500472913766912, "train_loss_giou_4_unscaled": 0.17481410822478494, "train_loss_giou_dn_unscaled": 0.1917003632419695, "train_loss_giou_dn_0_unscaled": 0.24974224298545428, "train_loss_giou_dn_1_unscaled": 0.2063558145573477, "train_loss_giou_dn_2_unscaled": 0.19603242496164341, "train_loss_giou_dn_3_unscaled": 0.19279684029301875, "train_loss_giou_dn_4_unscaled": 0.19167899335982083, "train_loss_giou_interm_unscaled": 0.19495632724646753, "train_loss_hw_unscaled": 0.01960545209135412, "train_loss_hw_0_unscaled": 0.020016633333140965, "train_loss_hw_1_unscaled": 0.020014835278890714, "train_loss_hw_2_unscaled": 0.01973944569818336, "train_loss_hw_3_unscaled": 0.01959110654406925, "train_loss_hw_4_unscaled": 0.01959809273394825, "train_loss_hw_dn_unscaled": 0.026974583608537345, "train_loss_hw_dn_0_unscaled": 0.040245484818155056, "train_loss_hw_dn_1_unscaled": 0.029895591745432732, "train_loss_hw_dn_2_unscaled": 0.027735326038105378, "train_loss_hw_dn_3_unscaled": 0.02710889473362969, "train_loss_hw_dn_4_unscaled": 0.02697999161943626, "train_loss_hw_interm_unscaled": 0.02246079295591461, "train_loss_xy_unscaled": 0.009669086656060907, "train_loss_xy_0_unscaled": 0.009916078744332844, "train_loss_xy_1_unscaled": 0.009889798219505046, "train_loss_xy_2_unscaled": 0.0097461521867577, "train_loss_xy_3_unscaled": 0.009669444388062458, "train_loss_xy_4_unscaled": 0.009670836881313176, "train_loss_xy_dn_unscaled": 0.014253023104053346, "train_loss_xy_dn_0_unscaled": 0.01990429735400491, "train_loss_xy_dn_1_unscaled": 0.01584501508759413, "train_loss_xy_dn_2_unscaled": 0.014650835191322563, "train_loss_xy_dn_3_unscaled": 0.0143206400179847, "train_loss_xy_dn_4_unscaled": 0.014254010298896426, "train_loss_xy_interm_unscaled": 0.011118957219480608, "test_class_error": 5.0287093208312985, "test_loss": 4.787736508750916, "test_loss_bbox": 0.1412767550945282, "test_loss_bbox_0": 0.14275189228951932, "test_loss_bbox_1": 0.14308464877307414, "test_loss_bbox_2": 0.14184350435733795, "test_loss_bbox_3": 0.14079863332808018, "test_loss_bbox_4": 0.14119661442637443, "test_loss_bbox_dn": 0.0, "test_loss_bbox_dn_0": 0.0, "test_loss_bbox_dn_1": 0.0, "test_loss_bbox_dn_2": 0.0, "test_loss_bbox_dn_3": 0.0, "test_loss_bbox_dn_4": 0.0, "test_loss_bbox_interm": 0.16176819823384284, "test_loss_ce": 0.17946144761182367, "test_loss_ce_0": 0.23526022867560387, "test_loss_ce_1": 0.19697829140424727, "test_loss_ce_2": 0.1866160633701831, "test_loss_ce_3": 0.18206098853051664, "test_loss_ce_4": 0.1803635569639504, "test_loss_ce_dn": 0.0, "test_loss_ce_dn_0": 0.0, "test_loss_ce_dn_1": 0.0, "test_loss_ce_dn_2": 0.0, "test_loss_ce_dn_3": 0.0, "test_loss_ce_dn_4": 0.0, "test_loss_ce_interm": 0.22884216025173665, "test_loss_giou": 0.33343006348609927, "test_loss_giou_0": 0.3388828094422817, "test_loss_giou_1": 0.33825998725891115, "test_loss_giou_2": 0.3356537977933884, "test_loss_giou_3": 0.33360194489061834, "test_loss_giou_4": 0.3333204575240612, "test_loss_giou_dn": 0.0, "test_loss_giou_dn_0": 0.0, "test_loss_giou_dn_1": 0.0, "test_loss_giou_dn_2": 0.0, "test_loss_giou_dn_3": 0.0, "test_loss_giou_dn_4": 0.0, "test_loss_giou_interm": 0.37228447166085243, "test_cardinality_error_unscaled": 889.9544, "test_cardinality_error_0_unscaled": 889.94, "test_cardinality_error_1_unscaled": 889.6152, "test_cardinality_error_2_unscaled": 889.3478, "test_cardinality_error_3_unscaled": 889.332, "test_cardinality_error_4_unscaled": 889.0118, "test_cardinality_error_dn_unscaled": 0.0, "test_cardinality_error_dn_0_unscaled": 0.0, "test_cardinality_error_dn_1_unscaled": 0.0, "test_cardinality_error_dn_2_unscaled": 0.0, "test_cardinality_error_dn_3_unscaled": 0.0, "test_cardinality_error_dn_4_unscaled": 0.0, "test_cardinality_error_interm_unscaled": 890.4844, "test_class_error_unscaled": 5.0287093208312985, "test_loss_bbox_unscaled": 0.028255350990593432, "test_loss_bbox_0_unscaled": 0.028550378438830376, "test_loss_bbox_1_unscaled": 0.02861692977026105, "test_loss_bbox_2_unscaled": 0.028368700869381428, "test_loss_bbox_3_unscaled": 0.028159726644307374, "test_loss_bbox_4_unscaled": 0.028239322853833435, "test_loss_bbox_dn_unscaled": 0.0, "test_loss_bbox_dn_0_unscaled": 0.0, "test_loss_bbox_dn_1_unscaled": 0.0, "test_loss_bbox_dn_2_unscaled": 0.0, "test_loss_bbox_dn_3_unscaled": 0.0, "test_loss_bbox_dn_4_unscaled": 0.0, "test_loss_bbox_interm_unscaled": 0.032353639631718396, "test_loss_ce_unscaled": 0.17946144761182367, "test_loss_ce_0_unscaled": 0.23526022867560387, "test_loss_ce_1_unscaled": 0.19697829140424727, "test_loss_ce_2_unscaled": 0.1866160633701831, "test_loss_ce_3_unscaled": 0.18206098853051664, "test_loss_ce_4_unscaled": 0.1803635569639504, "test_loss_ce_dn_unscaled": 0.0, "test_loss_ce_dn_0_unscaled": 0.0, "test_loss_ce_dn_1_unscaled": 0.0, "test_loss_ce_dn_2_unscaled": 0.0, "test_loss_ce_dn_3_unscaled": 0.0, "test_loss_ce_dn_4_unscaled": 0.0, "test_loss_ce_interm_unscaled": 0.22884216025173665, "test_loss_giou_unscaled": 0.16671503174304964, "test_loss_giou_0_unscaled": 0.16944140472114086, "test_loss_giou_1_unscaled": 0.16912999362945558, "test_loss_giou_2_unscaled": 0.1678268988966942, "test_loss_giou_3_unscaled": 0.16680097244530917, "test_loss_giou_4_unscaled": 0.1666602287620306, "test_loss_giou_dn_unscaled": 0.0, "test_loss_giou_dn_0_unscaled": 0.0, "test_loss_giou_dn_1_unscaled": 0.0, "test_loss_giou_dn_2_unscaled": 0.0, "test_loss_giou_dn_3_unscaled": 0.0, "test_loss_giou_dn_4_unscaled": 0.0, "test_loss_giou_interm_unscaled": 0.18614223583042622, "test_loss_hw_unscaled": 0.018899105310440062, "test_loss_hw_0_unscaled": 0.01912944360114634, "test_loss_hw_1_unscaled": 0.019166949404776097, "test_loss_hw_2_unscaled": 0.018987477315962314, "test_loss_hw_3_unscaled": 0.018845878889411687, "test_loss_hw_4_unscaled": 0.018896878561750055, "test_loss_hw_dn_unscaled": 0.0, "test_loss_hw_dn_0_unscaled": 0.0, "test_loss_hw_dn_1_unscaled": 0.0, "test_loss_hw_dn_2_unscaled": 0.0, "test_loss_hw_dn_3_unscaled": 0.0, "test_loss_hw_dn_4_unscaled": 0.0, "test_loss_hw_interm_unscaled": 0.021767111372202635, "test_loss_xy_unscaled": 0.00935624572020024, "test_loss_xy_0_unscaled": 0.009420934774167836, "test_loss_xy_1_unscaled": 0.00944998036082834, "test_loss_xy_2_unscaled": 0.00938122355286032, "test_loss_xy_3_unscaled": 0.009313847757317126, "test_loss_xy_4_unscaled": 0.009342444297857582, "test_loss_xy_dn_unscaled": 0.0, "test_loss_xy_dn_0_unscaled": 0.0, "test_loss_xy_dn_1_unscaled": 0.0, "test_loss_xy_dn_2_unscaled": 0.0, "test_loss_xy_dn_3_unscaled": 0.0, "test_loss_xy_dn_4_unscaled": 0.0, "test_loss_xy_interm_unscaled": 0.01058652822393924, "test_coco_eval_bbox": [0.5384205026560944, 0.7231613127776853, 0.5868982727769706, 0.35207036624404703, 0.5745645040558192, 0.7228690912757946, 0.39532942806617244, 0.6677056261613135, 0.7392799671460898, 0.5768495692688171, 0.787743804619704, 0.9026528506411898], "best_res": 0.5384205026560944, "best_ep": 11, "epoch": 11, "n_parameters": 51460670, "now_time": "2024-05-19 15:26:58.739144", "epoch_time": "3:52:50"} |
|
|