Skip to content
GitLab
Menu
Projects
Groups
Snippets
Loading...
Help
Help
Support
Community forum
Keyboard shortcuts
?
Submit feedback
Contribute to GitLab
Sign in / Register
Toggle navigation
Menu
Open sidebar
ModelZoo
RT-DETR_pytorch
Commits
0417fb9b
"src/lib/vscode:/vscode.git/clone" did not exist on "a1fc2f4df016c1d7a249c54f8879ae9ee8760435"
Commit
0417fb9b
authored
Nov 29, 2024
by
suily
Browse files
添加小数据集
parent
09c5b226
Changes
1
Hide whitespace changes
Inline
Side-by-side
Showing
1 changed file
with
0 additions
and
85 deletions
+0
-85
output/rtdetr_r18vd_6x_coco/log.txt
output/rtdetr_r18vd_6x_coco/log.txt
+0
-85
No files found.
output/rtdetr_r18vd_6x_coco/log.txt
deleted
100644 → 0
View file @
09c5b226
{"train_lr": 9.999999747378752e-06, "train_loss": 23.876299540201824, "train_loss_bbox": 1.5691965421040852, "train_loss_bbox_aux_0": 1.5740232467651367, "train_loss_bbox_aux_1": 1.5642712910970051, "train_loss_bbox_aux_2": 1.5957469940185547, "train_loss_bbox_dn_0": 0.8875542481740316, "train_loss_bbox_dn_1": 0.887937863667806, "train_loss_bbox_dn_2": 0.8883820374806722, "train_loss_giou": 1.8095634778340657, "train_loss_giou_aux_0": 1.8247459729512532, "train_loss_giou_aux_1": 1.8088361422220867, "train_loss_giou_aux_2": 1.839098294576009, "train_loss_giou_dn_0": 1.3507518768310547, "train_loss_giou_dn_1": 1.351122538248698, "train_loss_giou_dn_2": 1.3520196278889973, "train_loss_vfl": 0.27742334206899005, "train_loss_vfl_aux_0": 0.2635778586069743, "train_loss_vfl_aux_1": 0.28453731536865234, "train_loss_vfl_aux_2": 0.26943784952163696, "train_loss_vfl_dn_0": 0.8251961867014567, "train_loss_vfl_dn_1": 0.8375435670216879, "train_loss_vfl_dn_2": 0.8153332074483236, "test_coco_eval_bbox": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], "epoch": 0, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 22.74267323811849, "train_loss_bbox": 1.4272061983744304, "train_loss_bbox_aux_0": 1.4486700693766277, "train_loss_bbox_aux_1": 1.4395437240600586, "train_loss_bbox_aux_2": 1.4708819389343262, "train_loss_bbox_dn_0": 0.8047089576721191, "train_loss_bbox_dn_1": 0.8057613372802734, "train_loss_bbox_dn_2": 0.8072074254353842, "train_loss_giou": 1.6933155059814453, "train_loss_giou_aux_0": 1.7110087076822917, "train_loss_giou_aux_1": 1.7077948252360027, "train_loss_giou_aux_2": 1.7290153503417969, "train_loss_giou_dn_0": 1.3366711934407551, "train_loss_giou_dn_1": 1.3370173772176106, "train_loss_giou_dn_2": 1.3396355311075847, "train_loss_vfl": 0.33786463737487793, "train_loss_vfl_aux_0": 0.3471604585647583, "train_loss_vfl_aux_1": 0.33603715896606445, "train_loss_vfl_aux_2": 0.34538761774698895, "train_loss_vfl_dn_0": 0.7923354307810465, "train_loss_vfl_dn_1": 0.7795174916585287, "train_loss_vfl_dn_2": 0.745931069056193, "test_coco_eval_bbox": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], "epoch": 1, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 22.7762451171875, "train_loss_bbox": 1.4601806004842122, "train_loss_bbox_aux_0": 1.4838549296061199, "train_loss_bbox_aux_1": 1.4631044069925945, "train_loss_bbox_aux_2": 1.505284309387207, "train_loss_bbox_dn_0": 0.8809448083241781, "train_loss_bbox_dn_1": 0.8835035165150961, "train_loss_bbox_dn_2": 0.8867911497751871, "train_loss_giou": 1.6925299962361653, "train_loss_giou_aux_0": 1.7123085657755535, "train_loss_giou_aux_1": 1.6930934588114421, "train_loss_giou_aux_2": 1.749807357788086, "train_loss_giou_dn_0": 1.3381635348002117, "train_loss_giou_dn_1": 1.340905984242757, "train_loss_giou_dn_2": 1.3456376393636067, "train_loss_vfl": 0.3163715402285258, "train_loss_vfl_aux_0": 0.29395488897959393, "train_loss_vfl_aux_1": 0.3067439595858256, "train_loss_vfl_aux_2": 0.3080959717432658, "train_loss_vfl_dn_0": 0.7393403053283691, "train_loss_vfl_dn_1": 0.6936977704366049, "train_loss_vfl_dn_2": 0.681928555170695, "test_coco_eval_bbox": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], "epoch": 2, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 23.534683227539062, "train_loss_bbox": 1.6101600329081218, "train_loss_bbox_aux_0": 1.6519627571105957, "train_loss_bbox_aux_1": 1.6263478597005208, "train_loss_bbox_aux_2": 1.6761342684427898, "train_loss_bbox_dn_0": 0.8891398111979166, "train_loss_bbox_dn_1": 0.8924121061960856, "train_loss_bbox_dn_2": 0.8967422644297282, "train_loss_giou": 1.7550525665283203, "train_loss_giou_aux_0": 1.787223180135091, "train_loss_giou_aux_1": 1.76738437016805, "train_loss_giou_aux_2": 1.8222729365030925, "train_loss_giou_dn_0": 1.3368665377298992, "train_loss_giou_dn_1": 1.3410539627075195, "train_loss_giou_dn_2": 1.348406473795573, "train_loss_vfl": 0.3149706919987996, "train_loss_vfl_aux_0": 0.2524929841359456, "train_loss_vfl_aux_1": 0.28925814231236774, "train_loss_vfl_aux_2": 0.23739270369211832, "train_loss_vfl_dn_0": 0.7068819999694824, "train_loss_vfl_dn_1": 0.6773483753204346, "train_loss_vfl_dn_2": 0.6551816463470459, "test_coco_eval_bbox": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], "epoch": 3, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 21.805643717447918, "train_loss_bbox": 1.2825148105621338, "train_loss_bbox_aux_0": 1.326380729675293, "train_loss_bbox_aux_1": 1.297636906305949, "train_loss_bbox_aux_2": 1.3404240608215332, "train_loss_bbox_dn_0": 0.7885797023773193, "train_loss_bbox_dn_1": 0.7937057813008627, "train_loss_bbox_dn_2": 0.8004346688588461, "train_loss_giou": 1.608841101328532, "train_loss_giou_aux_0": 1.627215067545573, "train_loss_giou_aux_1": 1.6250247955322266, "train_loss_giou_aux_2": 1.662908713022868, "train_loss_giou_dn_0": 1.3541809717814128, "train_loss_giou_dn_1": 1.3508097330729167, "train_loss_giou_dn_2": 1.3514175415039062, "train_loss_vfl": 0.4441672960917155, "train_loss_vfl_aux_0": 0.4144125779469808, "train_loss_vfl_aux_1": 0.4303075075149536, "train_loss_vfl_aux_2": 0.4240129788716634, "train_loss_vfl_dn_0": 0.648881991704305, "train_loss_vfl_dn_1": 0.6264234383900961, "train_loss_vfl_dn_2": 0.6073625087738037, "test_coco_eval_bbox": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], "epoch": 4, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 21.779103597005207, "train_loss_bbox": 1.3287849426269531, "train_loss_bbox_aux_0": 1.3613057136535645, "train_loss_bbox_aux_1": 1.3402779897054036, "train_loss_bbox_aux_2": 1.4227131207784016, "train_loss_bbox_dn_0": 0.7883914311726888, "train_loss_bbox_dn_1": 0.7950637340545654, "train_loss_bbox_dn_2": 0.8039965629577637, "train_loss_giou": 1.655098597208659, "train_loss_giou_aux_0": 1.6916276613871257, "train_loss_giou_aux_1": 1.6675650278727214, "train_loss_giou_aux_2": 1.737335999806722, "train_loss_giou_dn_0": 1.3276321093241374, "train_loss_giou_dn_1": 1.3257604440053303, "train_loss_giou_dn_2": 1.3297863006591797, "train_loss_vfl": 0.37137190500895184, "train_loss_vfl_aux_0": 0.3345938523610433, "train_loss_vfl_aux_1": 0.32580361763636273, "train_loss_vfl_aux_2": 0.3130851189295451, "train_loss_vfl_dn_0": 0.642907460530599, "train_loss_vfl_dn_1": 0.6186303695042928, "train_loss_vfl_dn_2": 0.5973686377207438, "test_coco_eval_bbox": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], "epoch": 5, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 20.498463948567707, "train_loss_bbox": 1.116533597310384, "train_loss_bbox_aux_0": 1.158296267191569, "train_loss_bbox_aux_1": 1.135198752085368, "train_loss_bbox_aux_2": 1.1996419429779053, "train_loss_bbox_dn_0": 0.7059035301208496, "train_loss_bbox_dn_1": 0.7151584625244141, "train_loss_bbox_dn_2": 0.7263304392496744, "train_loss_giou": 1.5812368392944336, "train_loss_giou_aux_0": 1.6196444829305012, "train_loss_giou_aux_1": 1.5956004460652669, "train_loss_giou_aux_2": 1.676549752553304, "train_loss_giou_dn_0": 1.367596944173177, "train_loss_giou_dn_1": 1.365736961364746, "train_loss_giou_dn_2": 1.3735491434733074, "train_loss_vfl": 0.4036267598470052, "train_loss_vfl_aux_0": 0.3624293804168701, "train_loss_vfl_aux_1": 0.3718741734822591, "train_loss_vfl_aux_2": 0.34023888905843097, "train_loss_vfl_dn_0": 0.5797162850697836, "train_loss_vfl_dn_1": 0.5635842879613241, "train_loss_vfl_dn_2": 0.540016253789266, "test_coco_eval_bbox": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], "epoch": 6, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 21.59343973795573, "train_loss_bbox": 1.3081693649291992, "train_loss_bbox_aux_0": 1.3454833030700684, "train_loss_bbox_aux_1": 1.3291772206624348, "train_loss_bbox_aux_2": 1.4055272738138835, "train_loss_bbox_dn_0": 0.7919853528340658, "train_loss_bbox_dn_1": 0.802008310953776, "train_loss_bbox_dn_2": 0.8133768240610758, "train_loss_giou": 1.62906281153361, "train_loss_giou_aux_0": 1.663652737935384, "train_loss_giou_aux_1": 1.6423606872558594, "train_loss_giou_aux_2": 1.7104102770487468, "train_loss_giou_dn_0": 1.3463815053304036, "train_loss_giou_dn_1": 1.346501350402832, "train_loss_giou_dn_2": 1.343363602956136, "train_loss_vfl": 0.391822616259257, "train_loss_vfl_aux_0": 0.34409236907958984, "train_loss_vfl_aux_1": 0.3624544143676758, "train_loss_vfl_aux_2": 0.3139394124348958, "train_loss_vfl_dn_0": 0.5884340604146322, "train_loss_vfl_dn_1": 0.5637056827545166, "train_loss_vfl_dn_2": 0.5515304803848267, "test_coco_eval_bbox": [7.560460530332284e-09, 7.560460530332285e-08, 0.0, 0.0, 1.3866932911778571e-06, 0.0, 0.0, 0.0, 2.0639834881320948e-05, 0.0, 0.00010141987829614604, 0.0], "epoch": 7, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 20.83092753092448, "train_loss_bbox": 1.1744667689005535, "train_loss_bbox_aux_0": 1.2213179270426433, "train_loss_bbox_aux_1": 1.183793067932129, "train_loss_bbox_aux_2": 1.277252991994222, "train_loss_bbox_dn_0": 0.7517817815144857, "train_loss_bbox_dn_1": 0.7665919462839762, "train_loss_bbox_dn_2": 0.7825647195180258, "train_loss_giou": 1.544098695119222, "train_loss_giou_aux_0": 1.5849164326985676, "train_loss_giou_aux_1": 1.5609242121378581, "train_loss_giou_aux_2": 1.6236454645792644, "train_loss_giou_dn_0": 1.3600988388061523, "train_loss_giou_dn_1": 1.359005610148112, "train_loss_giou_dn_2": 1.3600130081176758, "train_loss_vfl": 0.4767656723658244, "train_loss_vfl_aux_0": 0.3946184714635213, "train_loss_vfl_aux_1": 0.43033504486083984, "train_loss_vfl_aux_2": 0.37011075019836426, "train_loss_vfl_dn_0": 0.5537932316462199, "train_loss_vfl_dn_1": 0.5303382078806559, "train_loss_vfl_dn_2": 0.5244959195454916, "test_coco_eval_bbox": [1.8271031567691155e-08, 9.35640079097141e-08, 0.0, 0.0, 1.0251603518075807e-06, 0.0, 0.0, 0.0, 4.1279669762641895e-05, 0.0, 0.00020283975659229209, 0.0], "epoch": 8, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 21.925221761067707, "train_loss_bbox": 1.353865146636963, "train_loss_bbox_aux_0": 1.4135017395019531, "train_loss_bbox_aux_1": 1.3777422904968262, "train_loss_bbox_aux_2": 1.4731383323669434, "train_loss_bbox_dn_0": 0.8466217517852783, "train_loss_bbox_dn_1": 0.8639466762542725, "train_loss_bbox_dn_2": 0.8826990127563477, "train_loss_giou": 1.541213035583496, "train_loss_giou_aux_0": 1.5727049509684246, "train_loss_giou_aux_1": 1.5552975336710613, "train_loss_giou_aux_2": 1.6098025639851887, "train_loss_giou_dn_0": 1.3414783477783203, "train_loss_giou_dn_1": 1.3489373524983723, "train_loss_giou_dn_2": 1.3530373573303223, "train_loss_vfl": 0.49404625097910565, "train_loss_vfl_aux_0": 0.420718510945638, "train_loss_vfl_aux_1": 0.45358606179555255, "train_loss_vfl_aux_2": 0.3981765906016032, "train_loss_vfl_dn_0": 0.5680381457010905, "train_loss_vfl_dn_1": 0.5352559884389242, "train_loss_vfl_dn_2": 0.5214120149612427, "test_coco_eval_bbox": [3.1928124664007604e-06, 3.19281246640076e-05, 0.0, 0.0, 1.2347117064647642e-05, 6.016278847305038e-08, 0.0, 2.0639834881320948e-05, 6.191950464396285e-05, 0.0, 0.00020283975659229209, 0.00012987012987012987], "epoch": 9, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 20.581368764241535, "train_loss_bbox": 1.150326093037923, "train_loss_bbox_aux_0": 1.1885782877604167, "train_loss_bbox_aux_1": 1.1635892391204834, "train_loss_bbox_aux_2": 1.243016242980957, "train_loss_bbox_dn_0": 0.7295602162679037, "train_loss_bbox_dn_1": 0.7504159609476725, "train_loss_bbox_dn_2": 0.7715472380320231, "train_loss_giou": 1.5538969039916992, "train_loss_giou_aux_0": 1.5905591646830242, "train_loss_giou_aux_1": 1.559980074564616, "train_loss_giou_aux_2": 1.632935365041097, "train_loss_giou_dn_0": 1.3662757873535156, "train_loss_giou_dn_1": 1.3695252736409504, "train_loss_giou_dn_2": 1.3721423149108887, "train_loss_vfl": 0.44852709770202637, "train_loss_vfl_aux_0": 0.38949282964070636, "train_loss_vfl_aux_1": 0.4245444933573405, "train_loss_vfl_aux_2": 0.36817502975463867, "train_loss_vfl_dn_0": 0.5164320468902588, "train_loss_vfl_dn_1": 0.49469248453776044, "train_loss_vfl_dn_2": 0.4971565802892049, "test_coco_eval_bbox": [1.59931488694015e-06, 8.097622474656762e-06, 0.0, 0.0, 5.682060315070245e-06, 1.462696129267233e-07, 0.0, 4.1279669762641895e-05, 6.191950464396285e-05, 0.0, 0.00020283975659229209, 0.00012987012987012987], "epoch": 10, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 22.673189798990887, "train_loss_bbox": 1.539798418680827, "train_loss_bbox_aux_0": 1.6299626032511394, "train_loss_bbox_aux_1": 1.570432980855306, "train_loss_bbox_aux_2": 1.7036040623982747, "train_loss_bbox_dn_0": 0.8872152169545492, "train_loss_bbox_dn_1": 0.8993949095408121, "train_loss_bbox_dn_2": 0.91623322168986, "train_loss_giou": 1.6167890230814617, "train_loss_giou_aux_0": 1.6486104329427083, "train_loss_giou_aux_1": 1.6335566838582356, "train_loss_giou_aux_2": 1.7175135612487793, "train_loss_giou_dn_0": 1.3066775004069011, "train_loss_giou_dn_1": 1.306847333908081, "train_loss_giou_dn_2": 1.3106269041697185, "train_loss_vfl": 0.38499915599823, "train_loss_vfl_aux_0": 0.3194270133972168, "train_loss_vfl_aux_1": 0.36482258637746173, "train_loss_vfl_aux_2": 0.2768033742904663, "train_loss_vfl_dn_0": 0.5608742634455363, "train_loss_vfl_dn_1": 0.5382463137308756, "train_loss_vfl_dn_2": 0.5407546361287435, "test_coco_eval_bbox": [5.688301633225885e-07, 5.688301633225885e-06, 0.0, 0.0, 0.0, 4.349529520356462e-06, 0.0, 0.0, 0.00023993808049535607, 0.0, 0.0, 0.0005380333951762523], "epoch": 11, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 21.212688446044922, "train_loss_bbox": 1.2532395521799724, "train_loss_bbox_aux_0": 1.294734001159668, "train_loss_bbox_aux_1": 1.2614617347717285, "train_loss_bbox_aux_2": 1.3785533905029297, "train_loss_bbox_dn_0": 0.7753871281941732, "train_loss_bbox_dn_1": 0.7956748008728027, "train_loss_bbox_dn_2": 0.8175497055053711, "train_loss_giou": 1.5215900739034016, "train_loss_giou_aux_0": 1.5497784614562988, "train_loss_giou_aux_1": 1.5355366071065266, "train_loss_giou_aux_2": 1.6124200820922852, "train_loss_giou_dn_0": 1.348842938741048, "train_loss_giou_dn_1": 1.3522793451944988, "train_loss_giou_dn_2": 1.3589998881022136, "train_loss_vfl": 0.4952932993570964, "train_loss_vfl_aux_0": 0.4505782922108968, "train_loss_vfl_aux_1": 0.49158581097920734, "train_loss_vfl_aux_2": 0.38834508260091144, "train_loss_vfl_dn_0": 0.5188948313395182, "train_loss_vfl_dn_1": 0.5056813955307007, "train_loss_vfl_dn_2": 0.5062616666158041, "test_coco_eval_bbox": [2.829893866851876e-07, 9.432979556172921e-07, 0.0, 0.0, 0.0, 6.578730962797276e-06, 0.0, 0.0, 0.00035087719298245617, 0.0, 0.0, 0.0007792207792207791], "epoch": 12, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 20.83904266357422, "train_loss_bbox": 1.1655337810516357, "train_loss_bbox_aux_0": 1.2380903561909993, "train_loss_bbox_aux_1": 1.1992193857828777, "train_loss_bbox_aux_2": 1.3015944163004558, "train_loss_bbox_dn_0": 0.77984619140625, "train_loss_bbox_dn_1": 0.8037342230478922, "train_loss_bbox_dn_2": 0.8296159903208414, "train_loss_giou": 1.4559162457784016, "train_loss_giou_aux_0": 1.5001641909281414, "train_loss_giou_aux_1": 1.47008482615153, "train_loss_giou_aux_2": 1.5635310808817546, "train_loss_giou_dn_0": 1.327183723449707, "train_loss_giou_dn_1": 1.3288137118021648, "train_loss_giou_dn_2": 1.332669734954834, "train_loss_vfl": 0.5630770921707153, "train_loss_vfl_aux_0": 0.4868305524190267, "train_loss_vfl_aux_1": 0.5420252879460653, "train_loss_vfl_aux_2": 0.40796979268391925, "train_loss_vfl_dn_0": 0.5268809000651041, "train_loss_vfl_dn_1": 0.5110129515329996, "train_loss_vfl_dn_2": 0.5052485466003418, "test_coco_eval_bbox": [1.0770510111200891e-05, 4.388706294060467e-05, 0.0, 5.712109672505712e-05, 6.134048617808021e-05, 4.184072892339068e-05, 0.0, 0.0007573231721838533, 0.0011907597046915933, 0.00011312217194570136, 0.005307640297498309, 0.0011688311688311688], "epoch": 13, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 21.466275533040363, "train_loss_bbox": 1.283094882965088, "train_loss_bbox_aux_0": 1.3668057123819988, "train_loss_bbox_aux_1": 1.3151601950327556, "train_loss_bbox_aux_2": 1.4409904479980469, "train_loss_bbox_dn_0": 0.8274124463399252, "train_loss_bbox_dn_1": 0.8422198295593262, "train_loss_bbox_dn_2": 0.8613287607828776, "train_loss_giou": 1.540794849395752, "train_loss_giou_aux_0": 1.5677048365275066, "train_loss_giou_aux_1": 1.549048900604248, "train_loss_giou_aux_2": 1.6291669209798176, "train_loss_giou_dn_0": 1.3168589274088542, "train_loss_giou_dn_1": 1.3177470366160076, "train_loss_giou_dn_2": 1.3213389714558919, "train_loss_vfl": 0.4840274651845296, "train_loss_vfl_aux_0": 0.438712199529012, "train_loss_vfl_aux_1": 0.4630528688430786, "train_loss_vfl_aux_2": 0.3541587193806966, "train_loss_vfl_dn_0": 0.5302088658014933, "train_loss_vfl_dn_1": 0.5144585768381754, "train_loss_vfl_dn_2": 0.501986026763916, "test_coco_eval_bbox": [2.2518489158171115e-05, 0.00011406148771974774, 0.0, 0.00022848438690022848, 0.00012148198988412932, 0.00015001023012358282, 0.0, 0.0009155619062739806, 0.0015407769045539944, 0.00022624434389140272, 0.00725997295469912, 0.0009276437847866419], "epoch": 14, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 21.17758051554362, "train_loss_bbox": 1.2299830118815105, "train_loss_bbox_aux_0": 1.3300385475158691, "train_loss_bbox_aux_1": 1.2693672180175781, "train_loss_bbox_aux_2": 1.4179188410441081, "train_loss_bbox_dn_0": 0.8082787195841471, "train_loss_bbox_dn_1": 0.828732967376709, "train_loss_bbox_dn_2": 0.8545734882354736, "train_loss_giou": 1.4705971082051594, "train_loss_giou_aux_0": 1.503121058146159, "train_loss_giou_aux_1": 1.4829885164896648, "train_loss_giou_aux_2": 1.5625211397806804, "train_loss_giou_dn_0": 1.3180354436238606, "train_loss_giou_dn_1": 1.3167415459950764, "train_loss_giou_dn_2": 1.3196239471435547, "train_loss_vfl": 0.5375885168711344, "train_loss_vfl_aux_0": 0.473929484685262, "train_loss_vfl_aux_1": 0.5123182932535807, "train_loss_vfl_aux_2": 0.40656574567159015, "train_loss_vfl_dn_0": 0.5205293893814087, "train_loss_vfl_dn_1": 0.5106324354807535, "train_loss_vfl_dn_2": 0.5034944613774618, "test_coco_eval_bbox": [2.432986713041551e-05, 0.00015418854528591775, 0.0, 0.0005712109672505713, 9.931411375808789e-05, 8.231448283511505e-05, 0.0002699055330634278, 0.0005175835516392793, 0.0009441401391865788, 0.0005656108597285068, 0.003684922244759973, 0.0009090909090909091], "epoch": 15, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 20.931131998697918, "train_loss_bbox": 1.139175573984782, "train_loss_bbox_aux_0": 1.2513896624247234, "train_loss_bbox_aux_1": 1.186949888865153, "train_loss_bbox_aux_2": 1.3538819948832195, "train_loss_bbox_dn_0": 0.8262530167897543, "train_loss_bbox_dn_1": 0.8539162476857504, "train_loss_bbox_dn_2": 0.8898003101348877, "train_loss_giou": 1.4676532745361328, "train_loss_giou_aux_0": 1.5091830889383953, "train_loss_giou_aux_1": 1.4795618057250977, "train_loss_giou_aux_2": 1.5561073621114094, "train_loss_giou_dn_0": 1.332008997599284, "train_loss_giou_dn_1": 1.3290456930796306, "train_loss_giou_dn_2": 1.3331678708394368, "train_loss_vfl": 0.5402975082397461, "train_loss_vfl_aux_0": 0.4657277266184489, "train_loss_vfl_aux_1": 0.5165393352508545, "train_loss_vfl_aux_2": 0.41272564729054767, "train_loss_vfl_dn_0": 0.5079267819722494, "train_loss_vfl_dn_1": 0.4919944604237874, "train_loss_vfl_dn_2": 0.48782773812611896, "test_coco_eval_bbox": [6.972481856848399e-05, 0.00035894752082901536, 8.432115567203118e-07, 0.0010281797410510282, 0.0003812883224281186, 0.0001521206369622478, 0.00016511867905056758, 0.0010102934561138895, 0.0022889047656849517, 0.0009929612870789343, 0.007336037863421231, 0.0022077922077922076], "epoch": 16, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 20.05969746907552, "train_loss_bbox": 0.9888139565785726, "train_loss_bbox_aux_0": 1.0737496217091878, "train_loss_bbox_aux_1": 1.0221203168233235, "train_loss_bbox_aux_2": 1.1642779509226482, "train_loss_bbox_dn_0": 0.740681012471517, "train_loss_bbox_dn_1": 0.7693816820780436, "train_loss_bbox_dn_2": 0.8043144543965658, "train_loss_giou": 1.4369640350341797, "train_loss_giou_aux_0": 1.4797595342000325, "train_loss_giou_aux_1": 1.4538151423136394, "train_loss_giou_aux_2": 1.5555450121561687, "train_loss_giou_dn_0": 1.347387154897054, "train_loss_giou_dn_1": 1.3445717493693035, "train_loss_giou_dn_2": 1.3475379943847656, "train_loss_vfl": 0.5803041060765585, "train_loss_vfl_aux_0": 0.5070993105570475, "train_loss_vfl_aux_1": 0.5443580945332845, "train_loss_vfl_aux_2": 0.45080820719401044, "train_loss_vfl_dn_0": 0.4855537414550781, "train_loss_vfl_dn_1": 0.48218433062235516, "train_loss_vfl_dn_2": 0.4804685115814209, "test_coco_eval_bbox": [8.442538151903322e-05, 0.00038191391025644823, 2.378057354607641e-05, 0.0011424219345011425, 0.00022158446734493306, 0.000578297882583622, 0.0001238390092879257, 0.0008864544468259638, 0.004309160911328093, 0.0013323278029160382, 0.006211967545638944, 0.006079158936301793], "epoch": 17, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 20.187074025472004, "train_loss_bbox": 0.9785104592641195, "train_loss_bbox_aux_0": 1.0754144191741943, "train_loss_bbox_aux_1": 1.0090932846069336, "train_loss_bbox_aux_2": 1.162660280863444, "train_loss_bbox_dn_0": 0.8024389743804932, "train_loss_bbox_dn_1": 0.8279204368591309, "train_loss_bbox_dn_2": 0.8631700674692789, "train_loss_giou": 1.4086933135986328, "train_loss_giou_aux_0": 1.4454201062520344, "train_loss_giou_aux_1": 1.4298791885375977, "train_loss_giou_aux_2": 1.5038696924845378, "train_loss_giou_dn_0": 1.3388082186381023, "train_loss_giou_dn_1": 1.3362148602803547, "train_loss_giou_dn_2": 1.3391621907552083, "train_loss_vfl": 0.6056204636891683, "train_loss_vfl_aux_0": 0.5240248044331869, "train_loss_vfl_aux_1": 0.5667635599772135, "train_loss_vfl_aux_2": 0.49485687414805096, "train_loss_vfl_dn_0": 0.49712332089742023, "train_loss_vfl_dn_1": 0.4909024238586426, "train_loss_vfl_dn_2": 0.48652581373850506, "test_coco_eval_bbox": [9.700918376704965e-05, 0.00045685071299413153, 1.1394865530127438e-05, 0.0011912922061436911, 0.00013979870332763317, 0.00037584606513459134, 0.0, 0.001326109391124871, 0.005437538038157232, 0.0028280542986425343, 0.007657200811359026, 0.008175633889919603], "epoch": 18, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 20.286640167236328, "train_loss_bbox": 0.9964056015014648, "train_loss_bbox_aux_0": 1.0933871269226074, "train_loss_bbox_aux_1": 1.0391605695088704, "train_loss_bbox_aux_2": 1.2162433465321858, "train_loss_bbox_dn_0": 0.8158296744028727, "train_loss_bbox_dn_1": 0.8366312980651855, "train_loss_bbox_dn_2": 0.8659331003824869, "train_loss_giou": 1.3946833610534668, "train_loss_giou_aux_0": 1.4214378992716472, "train_loss_giou_aux_1": 1.3964451154073079, "train_loss_giou_aux_2": 1.4758810997009277, "train_loss_giou_dn_0": 1.3180845578511555, "train_loss_giou_dn_1": 1.3166556358337402, "train_loss_giou_dn_2": 1.3185338179270427, "train_loss_vfl": 0.6261288324991862, "train_loss_vfl_aux_0": 0.5682046810785929, "train_loss_vfl_aux_1": 0.6009769439697266, "train_loss_vfl_aux_2": 0.5071338017781576, "train_loss_vfl_dn_0": 0.4981529712677002, "train_loss_vfl_dn_1": 0.4918514887491862, "train_loss_vfl_dn_2": 0.48887840906778973, "test_coco_eval_bbox": [0.00012263431597501202, 0.0007083307012290399, 2.642302497133798e-05, 0.000320317534712051, 0.00026299019861224064, 0.00033160761213254586, 0.0, 0.0017310999973538675, 0.006489441930618401, 0.0007918552036199095, 0.005138607167004733, 0.012306740878169449], "epoch": 19, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 20.70364252726237, "train_loss_bbox": 1.0222007433573406, "train_loss_bbox_aux_0": 1.1056931018829346, "train_loss_bbox_aux_1": 1.0480419794718425, "train_loss_bbox_aux_2": 1.197676658630371, "train_loss_bbox_dn_0": 0.9635704358418783, "train_loss_bbox_dn_1": 0.9942615826924642, "train_loss_bbox_dn_2": 1.0279367764790852, "train_loss_giou": 1.338941256205241, "train_loss_giou_aux_0": 1.36247984568278, "train_loss_giou_aux_1": 1.3504114151000977, "train_loss_giou_aux_2": 1.4080597559611003, "train_loss_giou_dn_0": 1.329947789510091, "train_loss_giou_dn_1": 1.3254530429840088, "train_loss_giou_dn_2": 1.3260307312011719, "train_loss_vfl": 0.6666696071624756, "train_loss_vfl_aux_0": 0.6038704315821329, "train_loss_vfl_aux_1": 0.6345951557159424, "train_loss_vfl_aux_2": 0.565658171971639, "train_loss_vfl_dn_0": 0.48316363493601483, "train_loss_vfl_dn_1": 0.4787042538324992, "train_loss_vfl_dn_2": 0.47027854124705, "test_coco_eval_bbox": [0.00011098376458667886, 0.0005848355692055793, 1.752552978487974e-05, 0.00030464584920030457, 0.00027495238865609837, 0.0002624680205232903, 0.00016511867905056758, 0.0018885448916408669, 0.006195390436876505, 0.0006787330316742081, 0.005544286680189318, 0.01191713048855906], "epoch": 20, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 19.759527842203777, "train_loss_bbox": 0.8979332447052002, "train_loss_bbox_aux_0": 0.9425267378489176, "train_loss_bbox_aux_1": 0.9123433430989584, "train_loss_bbox_aux_2": 1.0423370202382405, "train_loss_bbox_dn_0": 0.8305651346842448, "train_loss_bbox_dn_1": 0.8356261253356934, "train_loss_bbox_dn_2": 0.8431208928426107, "train_loss_giou": 1.3499452273050945, "train_loss_giou_aux_0": 1.3794331550598145, "train_loss_giou_aux_1": 1.3581345876057942, "train_loss_giou_aux_2": 1.427533785502116, "train_loss_giou_dn_0": 1.32563320795695, "train_loss_giou_dn_1": 1.322615623474121, "train_loss_giou_dn_2": 1.3217914899190266, "train_loss_vfl": 0.6897757848103842, "train_loss_vfl_aux_0": 0.6166752179463705, "train_loss_vfl_aux_1": 0.6642590363820394, "train_loss_vfl_aux_2": 0.5715771516164144, "train_loss_vfl_dn_0": 0.4761398633321126, "train_loss_vfl_dn_1": 0.47457702954610187, "train_loss_vfl_dn_2": 0.47698426246643066, "test_coco_eval_bbox": [0.0005505487274493797, 0.0020197802530858336, 1.6569736985714508e-05, 0.0005279374091255278, 0.00018809471857449494, 0.0013792826635347945, 0.0001238390092879257, 0.0046267629858961126, 0.007561853351327036, 0.0019544997486173957, 0.005037187288708588, 0.018382807668521954], "epoch": 21, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 20.16138966878255, "train_loss_bbox": 0.914568026860555, "train_loss_bbox_aux_0": 0.9668887456258138, "train_loss_bbox_aux_1": 0.9277153015136719, "train_loss_bbox_aux_2": 1.069117546081543, "train_loss_bbox_dn_0": 0.8997454643249512, "train_loss_bbox_dn_1": 0.9065410296122233, "train_loss_bbox_dn_2": 0.9145750204722086, "train_loss_giou": 1.3676522572835286, "train_loss_giou_aux_0": 1.3842142422993977, "train_loss_giou_aux_1": 1.3750969568888347, "train_loss_giou_aux_2": 1.417866865793864, "train_loss_giou_dn_0": 1.3262756665547688, "train_loss_giou_dn_1": 1.3220829963684082, "train_loss_giou_dn_2": 1.3204601605733235, "train_loss_vfl": 0.6981468995412191, "train_loss_vfl_aux_0": 0.6462628841400146, "train_loss_vfl_aux_1": 0.671555757522583, "train_loss_vfl_aux_2": 0.6003235181172689, "train_loss_vfl_dn_0": 0.4755235513051351, "train_loss_vfl_dn_1": 0.4754519859949748, "train_loss_vfl_dn_2": 0.4813259442647298, "test_coco_eval_bbox": [0.00080578734146141, 0.002537215961766396, 3.289802664476974e-06, 0.0004983990774590085, 0.00019489590137320933, 0.0016073825151329303, 0.000541795665634675, 0.005655314757481941, 0.00981503532587124, 0.0021807440925087984, 0.0057302231237322514, 0.0207730364873222], "epoch": 22, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 19.207482655843098, "train_loss_bbox": 0.7678655783335367, "train_loss_bbox_aux_0": 0.7947789827982584, "train_loss_bbox_aux_1": 0.7807598114013672, "train_loss_bbox_aux_2": 0.8664247194925944, "train_loss_bbox_dn_0": 0.7916113535563151, "train_loss_bbox_dn_1": 0.8006417751312256, "train_loss_bbox_dn_2": 0.8073131243387858, "train_loss_giou": 1.3147192001342773, "train_loss_giou_aux_0": 1.310411771138509, "train_loss_giou_aux_1": 1.3146942456563313, "train_loss_giou_aux_2": 1.3372631072998047, "train_loss_giou_dn_0": 1.33816130956014, "train_loss_giou_dn_1": 1.3371052742004395, "train_loss_giou_dn_2": 1.338207721710205, "train_loss_vfl": 0.7647982438405355, "train_loss_vfl_aux_0": 0.7448366483052572, "train_loss_vfl_aux_1": 0.7353728612263998, "train_loss_vfl_aux_2": 0.6846749782562256, "train_loss_vfl_dn_0": 0.4605042139689128, "train_loss_vfl_dn_1": 0.4575265248616536, "train_loss_vfl_dn_2": 0.45981164773305255, "test_coco_eval_bbox": [0.0009123686289347195, 0.0032528030231687853, 4.780777450028924e-06, 0.0007217088245513669, 0.000309625623733305, 0.0019095241940328953, 0.000541795665634675, 0.008232714138286893, 0.012766465560583206, 0.0014454499748617396, 0.009787018255578093, 0.02659863945578231], "epoch": 23, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.906391143798828, "train_loss_bbox": 0.7486445109049479, "train_loss_bbox_aux_0": 0.7648971875508627, "train_loss_bbox_aux_1": 0.7623939514160156, "train_loss_bbox_aux_2": 0.8149709701538086, "train_loss_bbox_dn_0": 0.7204674879709879, "train_loss_bbox_dn_1": 0.7244925498962402, "train_loss_bbox_dn_2": 0.7275435129801432, "train_loss_giou": 1.356895923614502, "train_loss_giou_aux_0": 1.3766441345214844, "train_loss_giou_aux_1": 1.3624931971232097, "train_loss_giou_aux_2": 1.406476656595866, "train_loss_giou_dn_0": 1.3440532684326172, "train_loss_giou_dn_1": 1.3476742108662922, "train_loss_giou_dn_2": 1.3574403127034504, "train_loss_vfl": 0.7042662302652994, "train_loss_vfl_aux_0": 0.6795781453450521, "train_loss_vfl_aux_1": 0.6778314908345541, "train_loss_vfl_aux_2": 0.6566861470540365, "train_loss_vfl_dn_0": 0.4587814013163249, "train_loss_vfl_dn_1": 0.4567732810974121, "train_loss_vfl_dn_2": 0.45738641421000165, "test_coco_eval_bbox": [0.0011702888468134878, 0.0037176414694244466, 5.856848343282428e-06, 0.0006038769679005508, 0.0004040732782980786, 0.0027520434170084968, 0.0013931888544891642, 0.0076341589267285865, 0.01357737291947818, 0.0029411764705882357, 0.009355983772819473, 0.030046382189239332], "epoch": 24, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.77600351969401, "train_loss_bbox": 0.7497396469116211, "train_loss_bbox_aux_0": 0.7752699057261149, "train_loss_bbox_aux_1": 0.7611775398254395, "train_loss_bbox_aux_2": 0.8306230703989664, "train_loss_bbox_dn_0": 0.7272593975067139, "train_loss_bbox_dn_1": 0.7339715162913004, "train_loss_bbox_dn_2": 0.7384540239969889, "train_loss_giou": 1.401535193125407, "train_loss_giou_aux_0": 1.412467320760091, "train_loss_giou_aux_1": 1.4022283554077148, "train_loss_giou_aux_2": 1.4255366325378418, "train_loss_giou_dn_0": 1.3304638862609863, "train_loss_giou_dn_1": 1.3279736836751301, "train_loss_giou_dn_2": 1.3268460432688396, "train_loss_vfl": 0.6256717840830485, "train_loss_vfl_aux_0": 0.6156144142150879, "train_loss_vfl_aux_1": 0.6204994519551595, "train_loss_vfl_aux_2": 0.5755197207132975, "train_loss_vfl_dn_0": 0.4648927052815755, "train_loss_vfl_dn_1": 0.463065505027771, "train_loss_vfl_dn_2": 0.4671941598256429, "test_coco_eval_bbox": [0.0005515860195791354, 0.0026996140259010434, 5.649111991830673e-06, 0.0008992596314706249, 0.00015745251473680503, 0.0026226545441108257, 0.002628998968008256, 0.010626074991400069, 0.015239938080495357, 0.004270361990950227, 0.008747464503042597, 0.02935374149659864], "epoch": 25, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.728988647460938, "train_loss_bbox": 0.723430315653483, "train_loss_bbox_aux_0": 0.7514336109161377, "train_loss_bbox_aux_1": 0.7311606407165527, "train_loss_bbox_aux_2": 0.8202819029490153, "train_loss_bbox_dn_0": 0.7476420402526855, "train_loss_bbox_dn_1": 0.7452576955159506, "train_loss_bbox_dn_2": 0.7443954149881998, "train_loss_giou": 1.3451944986979167, "train_loss_giou_aux_0": 1.3512989679972331, "train_loss_giou_aux_1": 1.3498293558756511, "train_loss_giou_aux_2": 1.387582778930664, "train_loss_giou_dn_0": 1.3349227905273438, "train_loss_giou_dn_1": 1.333066463470459, "train_loss_giou_dn_2": 1.3362824122111003, "train_loss_vfl": 0.6846605936686198, "train_loss_vfl_aux_0": 0.6625374555587769, "train_loss_vfl_aux_1": 0.6768968105316162, "train_loss_vfl_aux_2": 0.6029956340789795, "train_loss_vfl_dn_0": 0.46407167116800946, "train_loss_vfl_dn_1": 0.47052613894144696, "train_loss_vfl_dn_2": 0.4655214150746663, "test_coco_eval_bbox": [0.0006900642640192913, 0.0028409424344138356, 5.5616956555404815e-05, 0.0014810170027885448, 9.894924607151041e-05, 0.001393397884181003, 0.0015970072239422084, 0.007826797385620915, 0.011490301923738455, 0.006394544997486174, 0.00428498985801217, 0.019669140383426098], "epoch": 26, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 20.212947845458984, "train_loss_bbox": 0.8954250812530518, "train_loss_bbox_aux_0": 0.9271233876546224, "train_loss_bbox_aux_1": 0.9190805753072103, "train_loss_bbox_aux_2": 0.9970990816752116, "train_loss_bbox_dn_0": 0.9888871510823568, "train_loss_bbox_dn_1": 0.98659348487854, "train_loss_bbox_dn_2": 0.9856940905253092, "train_loss_giou": 1.2279884815216064, "train_loss_giou_aux_0": 1.244386355082194, "train_loss_giou_aux_1": 1.2234667142232258, "train_loss_giou_aux_2": 1.2890995343526204, "train_loss_giou_dn_0": 1.3281293710072835, "train_loss_giou_dn_1": 1.3235476811726887, "train_loss_giou_dn_2": 1.3228590488433838, "train_loss_vfl": 0.840843121210734, "train_loss_vfl_aux_0": 0.7953726450602213, "train_loss_vfl_aux_1": 0.812805970509847, "train_loss_vfl_aux_2": 0.7395879427591959, "train_loss_vfl_dn_0": 0.4600824515024821, "train_loss_vfl_dn_1": 0.45140643914540607, "train_loss_vfl_dn_2": 0.45346864064534503, "test_coco_eval_bbox": [0.0010841061044219262, 0.004016610434379704, 2.1763953486945182e-05, 0.0012590668391512208, 0.00012883533235837942, 0.002220657362853866, 0.0019685242518059855, 0.0066563467492260055, 0.014456418194808288, 0.0066207893413775774, 0.004969574036511156, 0.03037724180581324], "epoch": 27, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 19.377966562906902, "train_loss_bbox": 0.8268431822458903, "train_loss_bbox_aux_0": 0.8576464653015137, "train_loss_bbox_aux_1": 0.8344683647155762, "train_loss_bbox_aux_2": 0.9104276498158773, "train_loss_bbox_dn_0": 0.8106805483500162, "train_loss_bbox_dn_1": 0.8085072040557861, "train_loss_bbox_dn_2": 0.806783119837443, "train_loss_giou": 1.3649908701578777, "train_loss_giou_aux_0": 1.3795539538065593, "train_loss_giou_aux_1": 1.377923806508382, "train_loss_giou_aux_2": 1.4208593368530273, "train_loss_giou_dn_0": 1.3339742024739583, "train_loss_giou_dn_1": 1.331912358601888, "train_loss_giou_dn_2": 1.334141731262207, "train_loss_vfl": 0.7125428517659506, "train_loss_vfl_aux_0": 0.6666959126790365, "train_loss_vfl_aux_1": 0.6866917610168457, "train_loss_vfl_aux_2": 0.5994046131769816, "train_loss_vfl_dn_0": 0.44193045298258465, "train_loss_vfl_dn_1": 0.4338412284851074, "train_loss_vfl_dn_2": 0.4381471872329712, "test_coco_eval_bbox": [0.001196220684756846, 0.003910657802446425, 0.0002010579073096401, 0.0009316321737222081, 0.0003105812939490766, 0.0022324996287249608, 0.001026831785345717, 0.008026315789473685, 0.02416712973988516, 0.006847033685268979, 0.01141818796484111, 0.0441991341991342], "epoch": 28, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 19.22613525390625, "train_loss_bbox": 0.7870622475941976, "train_loss_bbox_aux_0": 0.8241952260335287, "train_loss_bbox_aux_1": 0.8058911164601644, "train_loss_bbox_aux_2": 0.8925373554229736, "train_loss_bbox_dn_0": 0.8197872638702393, "train_loss_bbox_dn_1": 0.8184559345245361, "train_loss_bbox_dn_2": 0.8193496863047282, "train_loss_giou": 1.3238890965779622, "train_loss_giou_aux_0": 1.3398977915445964, "train_loss_giou_aux_1": 1.327012062072754, "train_loss_giou_aux_2": 1.3843749364217122, "train_loss_giou_dn_0": 1.319318453470866, "train_loss_giou_dn_1": 1.3276183605194092, "train_loss_giou_dn_2": 1.3475176493326824, "train_loss_vfl": 0.7407619953155518, "train_loss_vfl_aux_0": 0.6967004934946696, "train_loss_vfl_aux_1": 0.6997485955556234, "train_loss_vfl_aux_2": 0.6153486569722494, "train_loss_vfl_dn_0": 0.453856627146403, "train_loss_vfl_dn_1": 0.4406665563583374, "train_loss_vfl_dn_2": 0.44214653968811035, "test_coco_eval_bbox": [0.0014801818139268859, 0.00556253926840804, 0.00030172160318715633, 0.0010647767178333179, 0.0008605299656829145, 0.0025608207535261366, 0.0012665714058902916, 0.015805615093540788, 0.025751435526977322, 0.006306561085972851, 0.010420892494929007, 0.04122448979591837], "epoch": 29, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.42638397216797, "train_loss_bbox": 0.6899258295694987, "train_loss_bbox_aux_0": 0.7171807289123535, "train_loss_bbox_aux_1": 0.6889915466308594, "train_loss_bbox_aux_2": 0.7417731285095215, "train_loss_bbox_dn_0": 0.7083962758382162, "train_loss_bbox_dn_1": 0.7071824073791504, "train_loss_bbox_dn_2": 0.707237720489502, "train_loss_giou": 1.3193682034810383, "train_loss_giou_aux_0": 1.33417812983195, "train_loss_giou_aux_1": 1.3359702428181965, "train_loss_giou_aux_2": 1.3642997741699219, "train_loss_giou_dn_0": 1.3583475748697917, "train_loss_giou_dn_1": 1.3546460469563801, "train_loss_giou_dn_2": 1.3568522135416667, "train_loss_vfl": 0.7355779012044271, "train_loss_vfl_aux_0": 0.6812840302785238, "train_loss_vfl_aux_1": 0.6899139881134033, "train_loss_vfl_aux_2": 0.6541455984115601, "train_loss_vfl_dn_0": 0.4284799098968506, "train_loss_vfl_dn_1": 0.42653079827626544, "train_loss_vfl_dn_2": 0.4261030356089274, "test_coco_eval_bbox": [0.001062001660626858, 0.003596508635814371, 0.00044901471415962566, 0.000839078965242533, 0.0008534182133015631, 0.0020131787022669915, 0.0016682543462729223, 0.01115397846048001, 0.025497671403244156, 0.00656108597285068, 0.014418526031102094, 0.0399443413729128], "epoch": 30, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.99280293782552, "train_loss_bbox": 0.7837520440419515, "train_loss_bbox_aux_0": 0.7999443213144938, "train_loss_bbox_aux_1": 0.8003717263539633, "train_loss_bbox_aux_2": 0.8162938753763834, "train_loss_bbox_dn_0": 0.7942845026652018, "train_loss_bbox_dn_1": 0.7977073987325033, "train_loss_bbox_dn_2": 0.7999270757039388, "train_loss_giou": 1.3441101710001628, "train_loss_giou_aux_0": 1.3559131622314453, "train_loss_giou_aux_1": 1.3525280952453613, "train_loss_giou_aux_2": 1.3872731526692708, "train_loss_giou_dn_0": 1.314212958017985, "train_loss_giou_dn_1": 1.3124183019002278, "train_loss_giou_dn_2": 1.3231160640716553, "train_loss_vfl": 0.6931343873341879, "train_loss_vfl_aux_0": 0.6623462438583374, "train_loss_vfl_aux_1": 0.6660828590393066, "train_loss_vfl_aux_2": 0.6296555201212565, "train_loss_vfl_dn_0": 0.4595877726872762, "train_loss_vfl_dn_1": 0.4539584716161092, "train_loss_vfl_dn_2": 0.4461849530537923, "test_coco_eval_bbox": [0.0011350017506656259, 0.003940281123235793, 0.00048566924817408815, 0.0008322704829139889, 0.0010224975562274116, 0.002152818791569902, 0.0014370485036119712, 0.014599110899420493, 0.029295136408139504, 0.0058069381598793365, 0.016387762001352266, 0.04871057513914657], "epoch": 31, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.346563975016277, "train_loss_bbox": 0.6994649569193522, "train_loss_bbox_aux_0": 0.7088271776835123, "train_loss_bbox_aux_1": 0.7078846295674642, "train_loss_bbox_aux_2": 0.7394490242004395, "train_loss_bbox_dn_0": 0.6915419896443685, "train_loss_bbox_dn_1": 0.6908369064331055, "train_loss_bbox_dn_2": 0.6904160976409912, "train_loss_giou": 1.3535394668579102, "train_loss_giou_aux_0": 1.3677574793497722, "train_loss_giou_aux_1": 1.3591562906901042, "train_loss_giou_aux_2": 1.3823070526123047, "train_loss_giou_dn_0": 1.3486695289611816, "train_loss_giou_dn_1": 1.354352315266927, "train_loss_giou_dn_2": 1.363327980041504, "train_loss_vfl": 0.6762290795644125, "train_loss_vfl_aux_0": 0.6466259956359863, "train_loss_vfl_aux_1": 0.6640117168426514, "train_loss_vfl_aux_2": 0.6404162645339966, "train_loss_vfl_dn_0": 0.4249228239059448, "train_loss_vfl_dn_1": 0.4210232098897298, "train_loss_vfl_dn_2": 0.4158036708831787, "test_coco_eval_bbox": [0.0013133006695826483, 0.004231010523786163, 0.0005207953160626623, 0.0030490684954089416, 0.00048259235370864387, 0.0024416391589502243, 0.0018782249742002064, 0.014863988780397451, 0.03288044772564896, 0.0052727501256913025, 0.012035158891142664, 0.05621830550401979], "epoch": 32, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 19.180477142333984, "train_loss_bbox": 0.7922735214233398, "train_loss_bbox_aux_0": 0.8135525385538737, "train_loss_bbox_aux_1": 0.7994601726531982, "train_loss_bbox_aux_2": 0.8483906586964926, "train_loss_bbox_dn_0": 0.8523613611857096, "train_loss_bbox_dn_1": 0.8484547932942709, "train_loss_bbox_dn_2": 0.8467203776041666, "train_loss_giou": 1.282356818517049, "train_loss_giou_aux_0": 1.2929010391235352, "train_loss_giou_aux_1": 1.285325050354004, "train_loss_giou_aux_2": 1.3309644063313801, "train_loss_giou_dn_0": 1.3217880725860596, "train_loss_giou_dn_1": 1.323212703069051, "train_loss_giou_dn_2": 1.3327999114990234, "train_loss_vfl": 0.7293816407521566, "train_loss_vfl_aux_0": 0.733454704284668, "train_loss_vfl_aux_1": 0.7306907971700033, "train_loss_vfl_aux_2": 0.7019410133361816, "train_loss_vfl_dn_0": 0.4442356427510579, "train_loss_vfl_dn_1": 0.43747154871622723, "train_loss_vfl_dn_2": 0.43274080753326416, "test_coco_eval_bbox": [0.0015328485963314266, 0.005430754306521172, 0.0006441003124070363, 0.0020221568802380597, 0.0006800408433895801, 0.0032775706578055718, 0.0010027519779841761, 0.01287396470059009, 0.02947738879627424, 0.00419808949220714, 0.016590601757944558, 0.05262523191094619], "epoch": 33, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.973317464192707, "train_loss_bbox": 0.7549839019775391, "train_loss_bbox_aux_0": 0.7799865404764811, "train_loss_bbox_aux_1": 0.7656401793162028, "train_loss_bbox_aux_2": 0.811390240987142, "train_loss_bbox_dn_0": 0.7831417719523112, "train_loss_bbox_dn_1": 0.7784589131673177, "train_loss_bbox_dn_2": 0.7742449442545573, "train_loss_giou": 1.3147795995076497, "train_loss_giou_aux_0": 1.3343408902486165, "train_loss_giou_aux_1": 1.3267557621002197, "train_loss_giou_aux_2": 1.3682181040445964, "train_loss_giou_dn_0": 1.343365987141927, "train_loss_giou_dn_1": 1.3414185841878254, "train_loss_giou_dn_2": 1.3471527099609375, "train_loss_vfl": 0.7244349320729574, "train_loss_vfl_aux_0": 0.7124282519022623, "train_loss_vfl_aux_1": 0.7148307164510092, "train_loss_vfl_aux_2": 0.6814682483673096, "train_loss_vfl_dn_0": 0.4361693461736043, "train_loss_vfl_dn_1": 0.43782277901967365, "train_loss_vfl_dn_2": 0.4422848622004191, "test_coco_eval_bbox": [0.0012703936512316679, 0.005337161150430846, 0.0005825806734155778, 0.0020410024875472063, 0.0004145109347224084, 0.002553431410238423, 0.0008780529755761954, 0.017455941890926408, 0.027248485089042363, 0.005319884364002011, 0.01177315753887762, 0.05102040816326531], "epoch": 34, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.784900665283203, "train_loss_bbox": 0.7015495300292969, "train_loss_bbox_aux_0": 0.7234647274017334, "train_loss_bbox_aux_1": 0.706387440363566, "train_loss_bbox_aux_2": 0.7598075071970621, "train_loss_bbox_dn_0": 0.8196208477020264, "train_loss_bbox_dn_1": 0.8114252885182699, "train_loss_bbox_dn_2": 0.8049394289652506, "train_loss_giou": 1.2853600184122722, "train_loss_giou_aux_0": 1.2977162996927898, "train_loss_giou_aux_1": 1.2987324396769206, "train_loss_giou_aux_2": 1.32314666112264, "train_loss_giou_dn_0": 1.338455359141032, "train_loss_giou_dn_1": 1.3356916109720867, "train_loss_giou_dn_2": 1.3431921005249023, "train_loss_vfl": 0.7352084318796793, "train_loss_vfl_aux_0": 0.7441641489664713, "train_loss_vfl_aux_1": 0.7315190633138021, "train_loss_vfl_aux_2": 0.7098433176676432, "train_loss_vfl_dn_0": 0.4439247051874797, "train_loss_vfl_dn_1": 0.4375460147857666, "train_loss_vfl_dn_2": 0.43320560455322266, "test_coco_eval_bbox": [0.0013319718371192157, 0.006099123361255057, 0.0007013299391417332, 0.0008010976921868011, 0.0005780216266836913, 0.0030690898369745614, 0.001931544547643619, 0.01890608875128999, 0.02565233785822021, 0.0075509049773755665, 0.01257606490872211, 0.04589981447124305], "epoch": 35, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 19.004114786783855, "train_loss_bbox": 0.7498447895050049, "train_loss_bbox_aux_0": 0.781816562016805, "train_loss_bbox_aux_1": 0.7556528250376383, "train_loss_bbox_aux_2": 0.816231886545817, "train_loss_bbox_dn_0": 0.8044378757476807, "train_loss_bbox_dn_1": 0.7984588146209717, "train_loss_bbox_dn_2": 0.7930437723795573, "train_loss_giou": 1.3350857098897297, "train_loss_giou_aux_0": 1.3474621772766113, "train_loss_giou_aux_1": 1.340265115102132, "train_loss_giou_aux_2": 1.3841412862141926, "train_loss_giou_dn_0": 1.3331317901611328, "train_loss_giou_dn_1": 1.3344777425130208, "train_loss_giou_dn_2": 1.3444492022196453, "train_loss_vfl": 0.7066468397776285, "train_loss_vfl_aux_0": 0.6960450013478597, "train_loss_vfl_aux_1": 0.6955199241638184, "train_loss_vfl_aux_2": 0.6739404201507568, "train_loss_vfl_dn_0": 0.4439683755238851, "train_loss_vfl_dn_1": 0.43689846992492676, "train_loss_vfl_dn_2": 0.43259557088216144, "test_coco_eval_bbox": [0.001401077234778748, 0.004515724368983772, 0.0009644116755953603, 0.0005749604979259652, 0.00036418012018777886, 0.0031173141882160395, 0.0019934640522875817, 0.017438940488476093, 0.024101241036225556, 0.008031674208144797, 0.007691007437457742, 0.04269944341372913], "epoch": 36, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.832696278889973, "train_loss_bbox": 0.7328422864278158, "train_loss_bbox_aux_0": 0.759985605875651, "train_loss_bbox_aux_1": 0.7525191307067871, "train_loss_bbox_aux_2": 0.8106579780578613, "train_loss_bbox_dn_0": 0.8003521760304769, "train_loss_bbox_dn_1": 0.7887047131856283, "train_loss_bbox_dn_2": 0.7815330028533936, "train_loss_giou": 1.3023300170898438, "train_loss_giou_aux_0": 1.3143022855122883, "train_loss_giou_aux_1": 1.3082130750020344, "train_loss_giou_aux_2": 1.3415985107421875, "train_loss_giou_dn_0": 1.3242847124735515, "train_loss_giou_dn_1": 1.3224643071492512, "train_loss_giou_dn_2": 1.324448585510254, "train_loss_vfl": 0.7232521375020345, "train_loss_vfl_aux_0": 0.7190675735473633, "train_loss_vfl_aux_1": 0.7042611440022787, "train_loss_vfl_aux_2": 0.6909836133321127, "train_loss_vfl_dn_0": 0.4470658302307129, "train_loss_vfl_dn_1": 0.4427252610524495, "train_loss_vfl_dn_2": 0.44110484917958576, "test_coco_eval_bbox": [0.0024535966117688146, 0.006802619550713609, 0.0011639395066474296, 0.0015801489913312863, 0.00047295838689188143, 0.005621874988648672, 0.0032920536635706915, 0.029507223942208463, 0.034572252652748006, 0.01080316742081448, 0.011384381338742392, 0.056743970315398885], "epoch": 37, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 19.171552022298176, "train_loss_bbox": 0.780266284942627, "train_loss_bbox_aux_0": 0.802666425704956, "train_loss_bbox_aux_1": 0.7855362892150879, "train_loss_bbox_aux_2": 0.845716635386149, "train_loss_bbox_dn_0": 0.863207737604777, "train_loss_bbox_dn_1": 0.8548846244812012, "train_loss_bbox_dn_2": 0.8496588071187338, "train_loss_giou": 1.3055599530537922, "train_loss_giou_aux_0": 1.325859546661377, "train_loss_giou_aux_1": 1.3097869555155437, "train_loss_giou_aux_2": 1.347772439320882, "train_loss_giou_dn_0": 1.323320468266805, "train_loss_giou_dn_1": 1.3187113602956135, "train_loss_giou_dn_2": 1.3206546306610107, "train_loss_vfl": 0.739992618560791, "train_loss_vfl_aux_0": 0.7029054959615072, "train_loss_vfl_aux_1": 0.7174858252207438, "train_loss_vfl_aux_2": 0.7009564240773519, "train_loss_vfl_dn_0": 0.4281880855560303, "train_loss_vfl_dn_1": 0.42301591237386066, "train_loss_vfl_dn_2": 0.42540701230367023, "test_coco_eval_bbox": [0.00276456662826169, 0.0067538321958614785, 0.0003838163950312567, 0.0022753499920583585, 0.000601404010313189, 0.007885912623221464, 0.0035061919504643965, 0.021511867905056756, 0.03220178084729168, 0.011764705882352941, 0.01728363759296822, 0.05046072974644404], "epoch": 38, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 19.509445190429688, "train_loss_bbox": 0.8065476417541504, "train_loss_bbox_aux_0": 0.815178394317627, "train_loss_bbox_aux_1": 0.8119029998779297, "train_loss_bbox_aux_2": 0.8494796752929688, "train_loss_bbox_dn_0": 0.8763349056243896, "train_loss_bbox_dn_1": 0.8672467867533366, "train_loss_bbox_dn_2": 0.8628871440887451, "train_loss_giou": 1.29021151860555, "train_loss_giou_aux_0": 1.3084859053293865, "train_loss_giou_aux_1": 1.3029218514760335, "train_loss_giou_aux_2": 1.3474690119425456, "train_loss_giou_dn_0": 1.3194053967793782, "train_loss_giou_dn_1": 1.3166447480519612, "train_loss_giou_dn_2": 1.3230161666870117, "train_loss_vfl": 0.8141043186187744, "train_loss_vfl_aux_0": 0.7819388707478842, "train_loss_vfl_aux_1": 0.7947519620259603, "train_loss_vfl_aux_2": 0.7427663803100586, "train_loss_vfl_dn_0": 0.4319625695546468, "train_loss_vfl_dn_1": 0.4242242972056071, "train_loss_vfl_dn_2": 0.42196472485860187, "test_coco_eval_bbox": [0.00249407434489097, 0.006764188594301413, 0.0003549606142650436, 0.0014135768962971322, 0.000515492057419492, 0.006803782093026281, 0.005761093911248709, 0.02197454420364637, 0.03404725992961287, 0.01024069884364002, 0.017021636240703176, 0.05513605442176871], "epoch": 39, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.585371653238933, "train_loss_bbox": 0.7058334350585938, "train_loss_bbox_aux_0": 0.7303652763366699, "train_loss_bbox_aux_1": 0.7112941741943359, "train_loss_bbox_aux_2": 0.751102606455485, "train_loss_bbox_dn_0": 0.8210360209147135, "train_loss_bbox_dn_1": 0.8103845119476318, "train_loss_bbox_dn_2": 0.8033040364583334, "train_loss_giou": 1.252367893854777, "train_loss_giou_aux_0": 1.266956090927124, "train_loss_giou_aux_1": 1.2640496889750164, "train_loss_giou_aux_2": 1.2954972585042317, "train_loss_giou_dn_0": 1.331966718037923, "train_loss_giou_dn_1": 1.3273976643880208, "train_loss_giou_dn_2": 1.3329102198282878, "train_loss_vfl": 0.7445627848307291, "train_loss_vfl_aux_0": 0.7373900413513184, "train_loss_vfl_aux_1": 0.7316593329111735, "train_loss_vfl_aux_2": 0.7270940144856771, "train_loss_vfl_dn_0": 0.4155229727427165, "train_loss_vfl_dn_1": 0.4122904936472575, "train_loss_vfl_dn_2": 0.41238629817962646, "test_coco_eval_bbox": [0.0030560827682904997, 0.009458251984790564, 0.00019381748659833242, 0.0034401178121402673, 0.0008880823614190512, 0.005784840529172035, 0.004829721362229102, 0.027243325130322033, 0.039035021565981314, 0.025179110105580695, 0.020917849898580122, 0.049199134199134194], "epoch": 40, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.34088389078776, "train_loss_bbox": 0.6671485106150309, "train_loss_bbox_aux_0": 0.6811729272206625, "train_loss_bbox_aux_1": 0.6790701548258463, "train_loss_bbox_aux_2": 0.7290209929148356, "train_loss_bbox_dn_0": 0.7702755928039551, "train_loss_bbox_dn_1": 0.7645161151885986, "train_loss_bbox_dn_2": 0.7594889005025228, "train_loss_giou": 1.2670715649922688, "train_loss_giou_aux_0": 1.2832481066385906, "train_loss_giou_aux_1": 1.2742512226104736, "train_loss_giou_aux_2": 1.3111599286397297, "train_loss_giou_dn_0": 1.3405141830444336, "train_loss_giou_dn_1": 1.3404041926066081, "train_loss_giou_dn_2": 1.3478299776713054, "train_loss_vfl": 0.7144961357116699, "train_loss_vfl_aux_0": 0.732364813486735, "train_loss_vfl_aux_1": 0.7017406622568766, "train_loss_vfl_aux_2": 0.7294983863830566, "train_loss_vfl_dn_0": 0.41956182320912677, "train_loss_vfl_dn_1": 0.4119526545206706, "train_loss_vfl_dn_2": 0.41609692573547363, "test_coco_eval_bbox": [0.0026222862182444097, 0.00804838512085616, 0.00026878766682076726, 0.004192730811542692, 0.0006344294034986285, 0.004958692822253887, 0.003192294461644307, 0.019068627450980393, 0.028231920298483766, 0.011884112619406738, 0.019295131845841782, 0.04638837353123067], "epoch": 41, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.576451619466145, "train_loss_bbox": 0.7296935717264811, "train_loss_bbox_aux_0": 0.7489248911539713, "train_loss_bbox_aux_1": 0.7313544750213623, "train_loss_bbox_aux_2": 0.7870333194732666, "train_loss_bbox_dn_0": 0.7768313884735107, "train_loss_bbox_dn_1": 0.7714042663574219, "train_loss_bbox_dn_2": 0.7673861185709635, "train_loss_giou": 1.3312700589497883, "train_loss_giou_aux_0": 1.3513162930806477, "train_loss_giou_aux_1": 1.3433133761088054, "train_loss_giou_aux_2": 1.3824175198872883, "train_loss_giou_dn_0": 1.3135568300882976, "train_loss_giou_dn_1": 1.313662846883138, "train_loss_giou_dn_2": 1.3206556638081868, "train_loss_vfl": 0.6863985856374105, "train_loss_vfl_aux_0": 0.6621309518814087, "train_loss_vfl_aux_1": 0.6465782324473063, "train_loss_vfl_aux_2": 0.6301730473836263, "train_loss_vfl_dn_0": 0.4307518005371094, "train_loss_vfl_dn_1": 0.4246203104654948, "train_loss_vfl_dn_2": 0.42697660128275555, "test_coco_eval_bbox": [0.0014931656944877595, 0.005437416997201965, 0.0001702569233852266, 0.0018079245841292552, 0.0009744170654856232, 0.003037197040659625, 0.0038123495012039902, 0.015853973168214654, 0.029937022042285204, 0.008600427350427351, 0.01927822853279243, 0.05067717996289425], "epoch": 42, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.415354410807293, "train_loss_bbox": 0.7053041458129883, "train_loss_bbox_aux_0": 0.7459718386332194, "train_loss_bbox_aux_1": 0.7218244075775146, "train_loss_bbox_aux_2": 0.768182118733724, "train_loss_bbox_dn_0": 0.7193645636240641, "train_loss_bbox_dn_1": 0.7152370611826578, "train_loss_bbox_dn_2": 0.7100159327189127, "train_loss_giou": 1.3202211062113445, "train_loss_giou_aux_0": 1.342847506205241, "train_loss_giou_aux_1": 1.3385451634724934, "train_loss_giou_aux_2": 1.3868668874104817, "train_loss_giou_dn_0": 1.3386240005493164, "train_loss_giou_dn_1": 1.342106819152832, "train_loss_giou_dn_2": 1.3532527287801106, "train_loss_vfl": 0.7105319499969482, "train_loss_vfl_aux_0": 0.6733816464742025, "train_loss_vfl_aux_1": 0.6557882229487101, "train_loss_vfl_aux_2": 0.6451066335042318, "train_loss_vfl_dn_0": 0.40990110238393146, "train_loss_vfl_dn_1": 0.4070367415746053, "train_loss_vfl_dn_2": 0.4052450656890869, "test_coco_eval_bbox": [0.00270185273355828, 0.00965982177388895, 0.0006643397416056717, 0.005889216826564658, 0.0008256030778530172, 0.003292782653814773, 0.0028104575163398694, 0.017100897038977537, 0.029720105316080547, 0.01219205630970337, 0.017401960784313723, 0.056224489795918375], "epoch": 43, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.723785400390625, "train_loss_bbox": 0.723927895228068, "train_loss_bbox_aux_0": 0.749601682027181, "train_loss_bbox_aux_1": 0.737881580988566, "train_loss_bbox_aux_2": 0.8053778807322184, "train_loss_bbox_dn_0": 0.8239005406697592, "train_loss_bbox_dn_1": 0.8136491775512695, "train_loss_bbox_dn_2": 0.8081415494283041, "train_loss_giou": 1.2698965072631836, "train_loss_giou_aux_0": 1.2861935297648113, "train_loss_giou_aux_1": 1.2803912162780762, "train_loss_giou_aux_2": 1.3290568987528484, "train_loss_giou_dn_0": 1.3232912222544353, "train_loss_giou_dn_1": 1.3203550974527996, "train_loss_giou_dn_2": 1.32538906733195, "train_loss_vfl": 0.7440814971923828, "train_loss_vfl_aux_0": 0.7115442752838135, "train_loss_vfl_aux_1": 0.7117539246877035, "train_loss_vfl_aux_2": 0.6930036544799805, "train_loss_vfl_dn_0": 0.4319915771484375, "train_loss_vfl_dn_1": 0.41955800851186115, "train_loss_vfl_dn_2": 0.4147970676422119, "test_coco_eval_bbox": [0.003269631983245856, 0.009099720961845581, 0.00021641461765532462, 0.007784295160905002, 0.0008475055742579629, 0.0027089886272526056, 0.0029411764705882357, 0.017242795903786617, 0.028755126882061863, 0.013046757164404224, 0.014308654496281268, 0.049341372912801475], "epoch": 44, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.691823323567707, "train_loss_bbox": 0.7402474880218506, "train_loss_bbox_aux_0": 0.7623062133789062, "train_loss_bbox_aux_1": 0.7461614608764648, "train_loss_bbox_aux_2": 0.7929824988047282, "train_loss_bbox_dn_0": 0.7993183930714926, "train_loss_bbox_dn_1": 0.7873238722483317, "train_loss_bbox_dn_2": 0.780282735824585, "train_loss_giou": 1.2778422037760417, "train_loss_giou_aux_0": 1.29214874903361, "train_loss_giou_aux_1": 1.2835466066996257, "train_loss_giou_aux_2": 1.337112585703532, "train_loss_giou_dn_0": 1.330202579498291, "train_loss_giou_dn_1": 1.3226024309794109, "train_loss_giou_dn_2": 1.3251991271972656, "train_loss_vfl": 0.7270927429199219, "train_loss_vfl_aux_0": 0.7265955607096354, "train_loss_vfl_aux_1": 0.7209893862406412, "train_loss_vfl_aux_2": 0.6990639368693033, "train_loss_vfl_dn_0": 0.414298415184021, "train_loss_vfl_dn_1": 0.4129212299982707, "train_loss_vfl_dn_2": 0.41358669598897296, "test_coco_eval_bbox": [0.0034937559508863526, 0.010874395704741866, 0.0020332219714403387, 0.006849839516918725, 0.0025411276454231856, 0.002518136859140311, 0.0053250773993808054, 0.0146843825249398, 0.02657610277579318, 0.014822146807440926, 0.016649763353617307, 0.041716141001855285], "epoch": 45, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.060993194580078, "train_loss_bbox": 0.6664996147155762, "train_loss_bbox_aux_0": 0.6988688309987386, "train_loss_bbox_aux_1": 0.6783323287963867, "train_loss_bbox_aux_2": 0.7411322593688965, "train_loss_bbox_dn_0": 0.6779171625773112, "train_loss_bbox_dn_1": 0.6800640424092611, "train_loss_bbox_dn_2": 0.6802720228830973, "train_loss_giou": 1.345758597056071, "train_loss_giou_aux_0": 1.3655335108439128, "train_loss_giou_aux_1": 1.3581560452779133, "train_loss_giou_aux_2": 1.412295659383138, "train_loss_giou_dn_0": 1.3344004948933919, "train_loss_giou_dn_1": 1.3366074562072754, "train_loss_giou_dn_2": 1.3545856475830078, "train_loss_vfl": 0.6483290990193685, "train_loss_vfl_aux_0": 0.6359529495239258, "train_loss_vfl_aux_1": 0.6349623600641886, "train_loss_vfl_aux_2": 0.6061094601949056, "train_loss_vfl_dn_0": 0.41285252571105957, "train_loss_vfl_dn_1": 0.40000641345977783, "train_loss_vfl_dn_2": 0.3923558791478475, "test_coco_eval_bbox": [0.003470502293881154, 0.012394751672584785, 0.00019736056483888898, 0.005460708465180611, 0.0033839119631066117, 0.00373266521108638, 0.0059579661824243875, 0.020465190124632847, 0.034932655923368, 0.013973730517848166, 0.015297498309668695, 0.05961038961038962], "epoch": 46, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.712874094645183, "train_loss_bbox": 0.7248953978220621, "train_loss_bbox_aux_0": 0.7532898585001627, "train_loss_bbox_aux_1": 0.7357962926228842, "train_loss_bbox_aux_2": 0.8014710744222006, "train_loss_bbox_dn_0": 0.7993342081705729, "train_loss_bbox_dn_1": 0.8021181424458822, "train_loss_bbox_dn_2": 0.8030983606974283, "train_loss_giou": 1.2765614191691081, "train_loss_giou_aux_0": 1.3023641109466553, "train_loss_giou_aux_1": 1.2937928835550945, "train_loss_giou_aux_2": 1.3438291549682617, "train_loss_giou_dn_0": 1.3488481839497883, "train_loss_giou_dn_1": 1.3372279802958171, "train_loss_giou_dn_2": 1.336390495300293, "train_loss_vfl": 0.7223142782847086, "train_loss_vfl_aux_0": 0.6974165439605713, "train_loss_vfl_aux_1": 0.7068033218383789, "train_loss_vfl_aux_2": 0.691050132115682, "train_loss_vfl_dn_0": 0.4105224609375, "train_loss_vfl_dn_1": 0.41086991628011066, "train_loss_vfl_dn_2": 0.41487979888916016, "test_coco_eval_bbox": [0.0033406251773120017, 0.01060950785401269, 0.00033758844312663114, 0.006016442720916965, 0.002643138106365719, 0.0034244608040449455, 0.0037297901616787066, 0.018199174406604745, 0.0347207006959329, 0.021244972347913525, 0.018120351588911426, 0.055841063698206544], "epoch": 47, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.56857426961263, "train_loss_bbox": 0.72581680615743, "train_loss_bbox_aux_0": 0.7585683663686117, "train_loss_bbox_aux_1": 0.7432473500569662, "train_loss_bbox_aux_2": 0.7910703818003336, "train_loss_bbox_dn_0": 0.7725535233815511, "train_loss_bbox_dn_1": 0.7689023812611898, "train_loss_bbox_dn_2": 0.7704157829284668, "train_loss_giou": 1.3158362706502278, "train_loss_giou_aux_0": 1.3356812795003254, "train_loss_giou_aux_1": 1.3177745342254639, "train_loss_giou_aux_2": 1.3777670860290527, "train_loss_giou_dn_0": 1.3501855532328289, "train_loss_giou_dn_1": 1.3498032887776692, "train_loss_giou_dn_2": 1.3579495747884114, "train_loss_vfl": 0.682693084081014, "train_loss_vfl_aux_0": 0.6552937825520834, "train_loss_vfl_aux_1": 0.6663975715637207, "train_loss_vfl_aux_2": 0.6349505583445231, "train_loss_vfl_dn_0": 0.40454451243082684, "train_loss_vfl_dn_1": 0.39535101254781085, "train_loss_vfl_dn_2": 0.39377232392628986, "test_coco_eval_bbox": [0.002989602188623414, 0.010172969619061611, 0.0005279446310300787, 0.0041538219322428864, 0.00122853672475774, 0.0038231916380990585, 0.00939714482284142, 0.027660620253499506, 0.04164073456643116, 0.023369155354449472, 0.01973461798512509, 0.06634508348794063], "epoch": 48, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.768646240234375, "train_loss_bbox": 0.7325119177500407, "train_loss_bbox_aux_0": 0.7709965705871582, "train_loss_bbox_aux_1": 0.7483614285786947, "train_loss_bbox_aux_2": 0.8058609962463379, "train_loss_bbox_dn_0": 0.8352003892262777, "train_loss_bbox_dn_1": 0.8288914362589518, "train_loss_bbox_dn_2": 0.8260873158772787, "train_loss_giou": 1.2257239023844402, "train_loss_giou_aux_0": 1.2693146069844563, "train_loss_giou_aux_1": 1.2526377042134602, "train_loss_giou_aux_2": 1.310953140258789, "train_loss_giou_dn_0": 1.315319538116455, "train_loss_giou_dn_1": 1.3089063962300618, "train_loss_giou_dn_2": 1.3124327659606934, "train_loss_vfl": 0.7655693689982096, "train_loss_vfl_aux_0": 0.7398878733317057, "train_loss_vfl_aux_1": 0.740099827448527, "train_loss_vfl_aux_2": 0.730109691619873, "train_loss_vfl_dn_0": 0.41876673698425293, "train_loss_vfl_dn_1": 0.415188193321228, "train_loss_vfl_dn_2": 0.41582496960957843, "test_coco_eval_bbox": [0.0026693823680962454, 0.009581987640958134, 0.0002459744344365539, 0.002648750821827745, 0.0013659274250440528, 0.004201536633141103, 0.010048159614723082, 0.016859305125558995, 0.03497393559313064, 0.020764203117144296, 0.020267072346179853, 0.05586270871985157], "epoch": 49, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 19.02185567220052, "train_loss_bbox": 0.7247818311055502, "train_loss_bbox_aux_0": 0.7638130187988281, "train_loss_bbox_aux_1": 0.7364406585693359, "train_loss_bbox_aux_2": 0.8066789309183756, "train_loss_bbox_dn_0": 0.8148166338602701, "train_loss_bbox_dn_1": 0.8012816111246744, "train_loss_bbox_dn_2": 0.7970450719197592, "train_loss_giou": 1.3053175608317058, "train_loss_giou_aux_0": 1.3290184338887532, "train_loss_giou_aux_1": 1.3210690816243489, "train_loss_giou_aux_2": 1.356551965077718, "train_loss_giou_dn_0": 1.315835952758789, "train_loss_giou_dn_1": 1.3198084831237793, "train_loss_giou_dn_2": 1.336031436920166, "train_loss_vfl": 0.7869332631429037, "train_loss_vfl_aux_0": 0.7696639696756998, "train_loss_vfl_aux_1": 0.7679588794708252, "train_loss_vfl_aux_2": 0.7447984218597412, "train_loss_vfl_dn_0": 0.42105865478515625, "train_loss_vfl_dn_1": 0.4050390323003133, "train_loss_vfl_dn_2": 0.39791282018025714, "test_coco_eval_bbox": [0.0023443774065382817, 0.00785018161063257, 0.00031402895416364604, 0.0022157619196475006, 0.0011693064771937946, 0.003987376010080115, 0.0023469212246302034, 0.022136156756899786, 0.04147819586674076, 0.02268099547511312, 0.028127112914131173, 0.06517316017316017], "epoch": 50, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.862627665201824, "train_loss_bbox": 0.7284456888834635, "train_loss_bbox_aux_0": 0.76201860109965, "train_loss_bbox_aux_1": 0.7400697072347006, "train_loss_bbox_aux_2": 0.7938465277353922, "train_loss_bbox_dn_0": 0.871811310450236, "train_loss_bbox_dn_1": 0.8626036643981934, "train_loss_bbox_dn_2": 0.8597880204518636, "train_loss_giou": 1.226275126139323, "train_loss_giou_aux_0": 1.250048319498698, "train_loss_giou_aux_1": 1.2368555068969727, "train_loss_giou_aux_2": 1.2875882784525554, "train_loss_giou_dn_0": 1.3157137235005696, "train_loss_giou_dn_1": 1.318090518315633, "train_loss_giou_dn_2": 1.3351451555887859, "train_loss_vfl": 0.7883172035217285, "train_loss_vfl_aux_0": 0.739591121673584, "train_loss_vfl_aux_1": 0.7645169099171957, "train_loss_vfl_aux_2": 0.7538780371348063, "train_loss_vfl_dn_0": 0.41580669085184735, "train_loss_vfl_dn_1": 0.40810974438985187, "train_loss_vfl_dn_2": 0.40410741170247394, "test_coco_eval_bbox": [0.0015069330192333844, 0.00559804308458764, 0.0002830193520189937, 0.0012723538671813401, 0.001301736449234886, 0.0048924645192108766, 0.0030374957000343997, 0.025197335344394164, 0.04159965335661931, 0.027293866264454503, 0.022227856659905343, 0.06303030303030303], "epoch": 51, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.7695795694987, "train_loss_bbox": 0.7470765908559164, "train_loss_bbox_aux_0": 0.7892080942789713, "train_loss_bbox_aux_1": 0.7715984185536703, "train_loss_bbox_aux_2": 0.8273747762044271, "train_loss_bbox_dn_0": 0.8145778973897299, "train_loss_bbox_dn_1": 0.8032933870951334, "train_loss_bbox_dn_2": 0.7975306510925293, "train_loss_giou": 1.3352338473002117, "train_loss_giou_aux_0": 1.363601525624593, "train_loss_giou_aux_1": 1.3467572530110676, "train_loss_giou_aux_2": 1.3930188814798992, "train_loss_giou_dn_0": 1.3040338357289631, "train_loss_giou_dn_1": 1.2984259923299153, "train_loss_giou_dn_2": 1.302542765935262, "train_loss_vfl": 0.6748549143473307, "train_loss_vfl_aux_0": 0.6497890949249268, "train_loss_vfl_aux_1": 0.6511640151341757, "train_loss_vfl_aux_2": 0.6568582852681478, "train_loss_vfl_dn_0": 0.4177287817001343, "train_loss_vfl_dn_1": 0.4135753313700358, "train_loss_vfl_dn_2": 0.4113352298736572, "test_coco_eval_bbox": [0.0027663330242217615, 0.008618474978903242, 0.00026429561518023347, 0.002340533030412406, 0.0013168072701286611, 0.005698629253251481, 0.0020579635362917093, 0.02528459156942129, 0.041442539228916934, 0.03518728004022121, 0.02316599053414469, 0.04760049474335188], "epoch": 52, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.497765858968098, "train_loss_bbox": 0.6588653723398844, "train_loss_bbox_aux_0": 0.6894141038258871, "train_loss_bbox_aux_1": 0.6730602582295736, "train_loss_bbox_aux_2": 0.7239155769348145, "train_loss_bbox_dn_0": 0.8111521402994791, "train_loss_bbox_dn_1": 0.7961603800455729, "train_loss_bbox_dn_2": 0.7866042455037435, "train_loss_giou": 1.2263319492340088, "train_loss_giou_aux_0": 1.250351111094157, "train_loss_giou_aux_1": 1.2368089358011882, "train_loss_giou_aux_2": 1.2760043144226074, "train_loss_giou_dn_0": 1.3346328735351562, "train_loss_giou_dn_1": 1.3266929785410564, "train_loss_giou_dn_2": 1.3355037371317546, "train_loss_vfl": 0.8128082752227783, "train_loss_vfl_aux_0": 0.7822574774424235, "train_loss_vfl_aux_1": 0.7952721913655599, "train_loss_vfl_aux_2": 0.7754911581675211, "train_loss_vfl_dn_0": 0.403215487798055, "train_loss_vfl_dn_1": 0.39920751253763836, "train_loss_vfl_dn_2": 0.4040170907974243, "test_coco_eval_bbox": [0.0032415269733731874, 0.009460231179788283, 0.0003567253407707787, 0.0023524218386573024, 0.0015981448705496796, 0.006040769180657137, 0.003502751977984176, 0.02038785689714482, 0.038460876928369185, 0.029477752639517345, 0.03019776876267748, 0.045166975881261597], "epoch": 53, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 17.70995585123698, "train_loss_bbox": 0.6100431283315023, "train_loss_bbox_aux_0": 0.652979294459025, "train_loss_bbox_aux_1": 0.6280835866928101, "train_loss_bbox_aux_2": 0.6925050417582194, "train_loss_bbox_dn_0": 0.6243633429209391, "train_loss_bbox_dn_1": 0.6172839005788168, "train_loss_bbox_dn_2": 0.6149128278096517, "train_loss_giou": 1.3473728497823079, "train_loss_giou_aux_0": 1.377323309580485, "train_loss_giou_aux_1": 1.3636995951334636, "train_loss_giou_aux_2": 1.4207084973653157, "train_loss_giou_dn_0": 1.3567711512247722, "train_loss_giou_dn_1": 1.3957398732503254, "train_loss_giou_dn_2": 1.4290099143981934, "train_loss_vfl": 0.6475709279378256, "train_loss_vfl_aux_0": 0.6160997947057089, "train_loss_vfl_aux_1": 0.6186246077219645, "train_loss_vfl_aux_2": 0.5536489486694336, "train_loss_vfl_dn_0": 0.4011685848236084, "train_loss_vfl_dn_1": 0.3759426673253377, "train_loss_vfl_dn_2": 0.3661038875579834, "test_coco_eval_bbox": [0.0027983243226284205, 0.007701671330967895, 0.00022085963312663744, 0.001962699566129301, 0.0012630864742970264, 0.004908518915231209, 0.0049767801857585146, 0.02112487100103199, 0.034730359080204276, 0.02670625942684766, 0.019497971602434078, 0.04163574520717378], "epoch": 54, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.249918619791668, "train_loss_bbox": 0.6740302244822184, "train_loss_bbox_aux_0": 0.7172168095906576, "train_loss_bbox_aux_1": 0.6850779056549072, "train_loss_bbox_aux_2": 0.7565662066141764, "train_loss_bbox_dn_0": 0.7201766967773438, "train_loss_bbox_dn_1": 0.7083123524983724, "train_loss_bbox_dn_2": 0.7025682131449381, "train_loss_giou": 1.336085319519043, "train_loss_giou_aux_0": 1.377564271291097, "train_loss_giou_aux_1": 1.365268389383952, "train_loss_giou_aux_2": 1.407326380411784, "train_loss_giou_dn_0": 1.3497125307718914, "train_loss_giou_dn_1": 1.3676767349243164, "train_loss_giou_dn_2": 1.3813964525858562, "train_loss_vfl": 0.6661128600438436, "train_loss_vfl_aux_0": 0.6183323860168457, "train_loss_vfl_aux_1": 0.62260901927948, "train_loss_vfl_aux_2": 0.5980797211329142, "train_loss_vfl_dn_0": 0.40896419684092206, "train_loss_vfl_dn_1": 0.3939689000447591, "train_loss_vfl_dn_2": 0.39287424087524414, "test_coco_eval_bbox": [0.0029362346599004618, 0.007741962975092503, 0.0003433068783061028, 0.003332671941973662, 0.0008037947280857406, 0.005388303778375395, 0.005041279669762642, 0.021430102405334602, 0.04534981873991162, 0.03470651080945199, 0.016396213657876944, 0.059817563388991954], "epoch": 55, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.320306142171223, "train_loss_bbox": 0.676849365234375, "train_loss_bbox_aux_0": 0.7161470254262289, "train_loss_bbox_aux_1": 0.6997245152791342, "train_loss_bbox_aux_2": 0.7494180997212728, "train_loss_bbox_dn_0": 0.7586628595987955, "train_loss_bbox_dn_1": 0.7492085297902426, "train_loss_bbox_dn_2": 0.7444047133127848, "train_loss_giou": 1.28996737798055, "train_loss_giou_aux_0": 1.308407147725423, "train_loss_giou_aux_1": 1.292657693227132, "train_loss_giou_aux_2": 1.3415764172871907, "train_loss_giou_dn_0": 1.3210317293802898, "train_loss_giou_dn_1": 1.3155136108398438, "train_loss_giou_dn_2": 1.3250603675842285, "train_loss_vfl": 0.7087022463480631, "train_loss_vfl_aux_0": 0.7092916170756022, "train_loss_vfl_aux_1": 0.7027363777160645, "train_loss_vfl_aux_2": 0.6887115637461344, "train_loss_vfl_dn_0": 0.41271622975667316, "train_loss_vfl_dn_1": 0.4091740846633911, "train_loss_vfl_dn_2": 0.4003440936406453, "test_coco_eval_bbox": [0.00406987958888306, 0.012733772793347259, 0.0004351194859470289, 0.006172735462911485, 0.0011908068894629874, 0.006967562255140182, 0.005010253764123732, 0.022559273371966868, 0.04529100844116324, 0.026118652589240825, 0.024602772143340088, 0.05906307977736549], "epoch": 56, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.695409138997395, "train_loss_bbox": 0.6833741664886475, "train_loss_bbox_aux_0": 0.7296427090962728, "train_loss_bbox_aux_1": 0.7046449184417725, "train_loss_bbox_aux_2": 0.766387144724528, "train_loss_bbox_dn_0": 0.7549622853597006, "train_loss_bbox_dn_1": 0.7478141784667969, "train_loss_bbox_dn_2": 0.7458218733469645, "train_loss_giou": 1.3519776662190754, "train_loss_giou_aux_0": 1.3640654881795247, "train_loss_giou_aux_1": 1.357134501139323, "train_loss_giou_aux_2": 1.3924306233723958, "train_loss_giou_dn_0": 1.3500685691833496, "train_loss_giou_dn_1": 1.3809626897176106, "train_loss_giou_dn_2": 1.4332408905029297, "train_loss_vfl": 0.6919755140940348, "train_loss_vfl_aux_0": 0.7144298553466797, "train_loss_vfl_aux_1": 0.6974854469299316, "train_loss_vfl_aux_2": 0.6878650188446045, "train_loss_vfl_dn_0": 0.4005923668543498, "train_loss_vfl_dn_1": 0.37948767344156903, "train_loss_vfl_dn_2": 0.3610446055730184, "test_coco_eval_bbox": [0.00356253495818586, 0.013330382535657524, 0.00018798168370242295, 0.003577770004107917, 0.0015327970388217963, 0.00612626942345129, 0.007535127411288402, 0.022062991188378185, 0.04157497816940542, 0.023460281548516846, 0.023605476673427987, 0.056153370439084735], "epoch": 57, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.353715260823567, "train_loss_bbox": 0.6741886138916016, "train_loss_bbox_aux_0": 0.721906820933024, "train_loss_bbox_aux_1": 0.6913027763366699, "train_loss_bbox_aux_2": 0.7572730382283529, "train_loss_bbox_dn_0": 0.7392308712005615, "train_loss_bbox_dn_1": 0.7270918687184652, "train_loss_bbox_dn_2": 0.7200703620910645, "train_loss_giou": 1.2697561581929524, "train_loss_giou_aux_0": 1.3095277150472004, "train_loss_giou_aux_1": 1.2932209968566895, "train_loss_giou_aux_2": 1.3452669779459636, "train_loss_giou_dn_0": 1.346708615620931, "train_loss_giou_dn_1": 1.3639844258626301, "train_loss_giou_dn_2": 1.3887211481730144, "train_loss_vfl": 0.7209778626759847, "train_loss_vfl_aux_0": 0.7021868228912354, "train_loss_vfl_aux_1": 0.7098776499430338, "train_loss_vfl_aux_2": 0.7063773473103842, "train_loss_vfl_dn_0": 0.40043870608011883, "train_loss_vfl_dn_1": 0.3880600929260254, "train_loss_vfl_dn_2": 0.3775460720062256, "test_coco_eval_bbox": [0.003663866751642915, 0.01268107775863734, 0.0003956417194165705, 0.002491868200280249, 0.001914580837325549, 0.006283194129588676, 0.006802413273001508, 0.017758725622502712, 0.0398997115715382, 0.017458521870286577, 0.02778904665314402, 0.0559647495361781], "epoch": 58, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.831673940022785, "train_loss_bbox": 0.721498966217041, "train_loss_bbox_aux_0": 0.8003765741984049, "train_loss_bbox_aux_1": 0.7480467160542806, "train_loss_bbox_aux_2": 0.844800074895223, "train_loss_bbox_dn_0": 0.8687861760457357, "train_loss_bbox_dn_1": 0.8598409493764242, "train_loss_bbox_dn_2": 0.8616447448730469, "train_loss_giou": 1.216700553894043, "train_loss_giou_aux_0": 1.2598830064137776, "train_loss_giou_aux_1": 1.2383802731831868, "train_loss_giou_aux_2": 1.2965731620788574, "train_loss_giou_dn_0": 1.3201052347819011, "train_loss_giou_dn_1": 1.3232682545979817, "train_loss_giou_dn_2": 1.3375298182169597, "train_loss_vfl": 0.7512266635894775, "train_loss_vfl_aux_0": 0.7225765387217203, "train_loss_vfl_aux_1": 0.7254014015197754, "train_loss_vfl_aux_2": 0.7322203318277994, "train_loss_vfl_dn_0": 0.4065644343694051, "train_loss_vfl_dn_1": 0.4007682800292969, "train_loss_vfl_dn_2": 0.3954819440841675, "test_coco_eval_bbox": [0.004901116448989398, 0.011335160224624642, 0.0042491623775719614, 0.0022991857781895814, 0.0022255988210066763, 0.008661901382415958, 0.007010597761371754, 0.01642494244661427, 0.04059306448625334, 0.014086852689793867, 0.0297920892494929, 0.056001855287569575], "epoch": 59, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 17.970194498697918, "train_loss_bbox": 0.6286406517028809, "train_loss_bbox_aux_0": 0.6776074568430582, "train_loss_bbox_aux_1": 0.6469534635543823, "train_loss_bbox_aux_2": 0.7320717175801595, "train_loss_bbox_dn_0": 0.725780169169108, "train_loss_bbox_dn_1": 0.7137577533721924, "train_loss_bbox_dn_2": 0.7119460900624593, "train_loss_giou": 1.2553181648254395, "train_loss_giou_aux_0": 1.296029011408488, "train_loss_giou_aux_1": 1.2706972757975261, "train_loss_giou_aux_2": 1.3434427579243977, "train_loss_giou_dn_0": 1.3239344755808513, "train_loss_giou_dn_1": 1.3247850735982258, "train_loss_giou_dn_2": 1.3503297170003254, "train_loss_vfl": 0.7111611366271973, "train_loss_vfl_aux_0": 0.6852502822875977, "train_loss_vfl_aux_1": 0.693884531656901, "train_loss_vfl_aux_2": 0.6743520100911459, "train_loss_vfl_dn_0": 0.409384290377299, "train_loss_vfl_dn_1": 0.4012658993403117, "train_loss_vfl_dn_2": 0.3936023712158203, "test_coco_eval_bbox": [0.004009980710452157, 0.017902888571119185, 0.00160046248218898, 0.0032825433889281936, 0.002126499692245383, 0.006397701563786159, 0.011262469900240797, 0.025705194358445132, 0.04672990923764918, 0.025851558572146806, 0.031702163624070315, 0.05891774891774891], "epoch": 60, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.416961669921875, "train_loss_bbox": 0.6916384696960449, "train_loss_bbox_aux_0": 0.7545928160349528, "train_loss_bbox_aux_1": 0.7044409116109213, "train_loss_bbox_aux_2": 0.7895353635152181, "train_loss_bbox_dn_0": 0.7888375123341879, "train_loss_bbox_dn_1": 0.7767446835835775, "train_loss_bbox_dn_2": 0.7721106211344401, "train_loss_giou": 1.2518511613210042, "train_loss_giou_aux_0": 1.2896842956542969, "train_loss_giou_aux_1": 1.2765707969665527, "train_loss_giou_aux_2": 1.3429652849833171, "train_loss_giou_dn_0": 1.3218053181966145, "train_loss_giou_dn_1": 1.310970385869344, "train_loss_giou_dn_2": 1.3186829090118408, "train_loss_vfl": 0.7268457412719727, "train_loss_vfl_aux_0": 0.7037483851114908, "train_loss_vfl_aux_1": 0.7041438420613607, "train_loss_vfl_aux_2": 0.6854883829752604, "train_loss_vfl_dn_0": 0.4035224914550781, "train_loss_vfl_dn_1": 0.40277449289957684, "train_loss_vfl_dn_2": 0.4000085989634196, "test_coco_eval_bbox": [0.006128065190307507, 0.01925065491286907, 0.0020735670205596075, 0.0025964048502041567, 0.002808518044369722, 0.010550360733467878, 0.009342039109840968, 0.025575269243999894, 0.05346941070625281, 0.026589994972347916, 0.02605645706558486, 0.07569573283858998], "epoch": 61, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.38245137532552, "train_loss_bbox": 0.7165409723917643, "train_loss_bbox_aux_0": 0.771742582321167, "train_loss_bbox_aux_1": 0.7404913107554117, "train_loss_bbox_aux_2": 0.7866673469543457, "train_loss_bbox_dn_0": 0.7433401743570963, "train_loss_bbox_dn_1": 0.7369522253672282, "train_loss_bbox_dn_2": 0.735353151957194, "train_loss_giou": 1.290497620900472, "train_loss_giou_aux_0": 1.3286903699239094, "train_loss_giou_aux_1": 1.308348019917806, "train_loss_giou_aux_2": 1.3590046564737956, "train_loss_giou_dn_0": 1.3230304718017578, "train_loss_giou_dn_1": 1.3129309018452961, "train_loss_giou_dn_2": 1.3158137798309326, "train_loss_vfl": 0.7073092460632324, "train_loss_vfl_aux_0": 0.6618769963582357, "train_loss_vfl_aux_1": 0.667792002360026, "train_loss_vfl_aux_2": 0.6655065218607584, "train_loss_vfl_dn_0": 0.4079287052154541, "train_loss_vfl_dn_1": 0.40160266558329266, "train_loss_vfl_dn_2": 0.4010331630706787, "test_coco_eval_bbox": [0.004719243646948819, 0.01759596148313456, 0.000819429014430852, 0.004876968314054937, 0.0026374416230721498, 0.008391515478115537, 0.006592574951708079, 0.02262112672329391, 0.04704334365325077, 0.020996732026143793, 0.032259972954699116, 0.0641465677179963], "epoch": 62, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.084631601969402, "train_loss_bbox": 0.6435652573903402, "train_loss_bbox_aux_0": 0.6793986956278483, "train_loss_bbox_aux_1": 0.6578102111816406, "train_loss_bbox_aux_2": 0.725409984588623, "train_loss_bbox_dn_0": 0.7620951334635416, "train_loss_bbox_dn_1": 0.7528040409088135, "train_loss_bbox_dn_2": 0.7488845189412435, "train_loss_giou": 1.2344892819722493, "train_loss_giou_aux_0": 1.2851519584655762, "train_loss_giou_aux_1": 1.2534073193868, "train_loss_giou_aux_2": 1.3251015345255535, "train_loss_giou_dn_0": 1.3067070643107097, "train_loss_giou_dn_1": 1.2934048970540364, "train_loss_giou_dn_2": 1.2985722223917644, "train_loss_vfl": 0.7344979445139567, "train_loss_vfl_aux_0": 0.7171657880147299, "train_loss_vfl_aux_1": 0.7179876963297526, "train_loss_vfl_aux_2": 0.704171895980835, "train_loss_vfl_dn_0": 0.4165671666463216, "train_loss_vfl_dn_1": 0.4155236879984538, "train_loss_vfl_dn_2": 0.41191573937733966, "test_coco_eval_bbox": [0.007605142680217725, 0.01934294016246815, 0.004959878938139742, 0.013173555769341745, 0.004509032344525807, 0.007310991063225527, 0.013743351591648805, 0.0373912439469715, 0.061267762165594986, 0.04873994469582704, 0.036866125760649085, 0.0794465058750773], "epoch": 63, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.29254150390625, "train_loss_bbox": 0.6013646125793457, "train_loss_bbox_aux_0": 0.6698456605275472, "train_loss_bbox_aux_1": 0.631407896677653, "train_loss_bbox_aux_2": 0.7440052032470703, "train_loss_bbox_dn_0": 0.834091583887736, "train_loss_bbox_dn_1": 0.8230666319529215, "train_loss_bbox_dn_2": 0.8162624835968018, "train_loss_giou": 1.159112850824992, "train_loss_giou_aux_0": 1.2297677993774414, "train_loss_giou_aux_1": 1.1783567269643147, "train_loss_giou_aux_2": 1.266370455423991, "train_loss_giou_dn_0": 1.3057769139607747, "train_loss_giou_dn_1": 1.2848130861918132, "train_loss_giou_dn_2": 1.2821507453918457, "train_loss_vfl": 0.8325015703837076, "train_loss_vfl_aux_0": 0.7671969731648763, "train_loss_vfl_aux_1": 0.7918750445048014, "train_loss_vfl_aux_2": 0.7829559644063314, "train_loss_vfl_dn_0": 0.4226662715276082, "train_loss_vfl_dn_1": 0.4297948678334554, "train_loss_vfl_dn_2": 0.4391581217447917, "test_coco_eval_bbox": [0.004863382157927833, 0.013328279947560183, 0.0004208440700211925, 0.007532406797649111, 0.004094735449220675, 0.009552099967429234, 0.00842859410970866, 0.03053934799290836, 0.059374785001719985, 0.03589429361488184, 0.041928668018931706, 0.0882374768089054], "epoch": 64, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.139559427897137, "train_loss_bbox": 0.6510193347930908, "train_loss_bbox_aux_0": 0.7048452695210775, "train_loss_bbox_aux_1": 0.6659852663675944, "train_loss_bbox_aux_2": 0.7629930973052979, "train_loss_bbox_dn_0": 0.7688921292622884, "train_loss_bbox_dn_1": 0.7572446664174398, "train_loss_bbox_dn_2": 0.7514243920644125, "train_loss_giou": 1.2190348307291667, "train_loss_giou_aux_0": 1.2632006009419758, "train_loss_giou_aux_1": 1.2369532585144043, "train_loss_giou_aux_2": 1.3250898520151775, "train_loss_giou_dn_0": 1.322630484898885, "train_loss_giou_dn_1": 1.3137297630310059, "train_loss_giou_dn_2": 1.316296100616455, "train_loss_vfl": 0.7389872868855795, "train_loss_vfl_aux_0": 0.7122526168823242, "train_loss_vfl_aux_1": 0.7152214845021566, "train_loss_vfl_aux_2": 0.686750332514445, "train_loss_vfl_dn_0": 0.41023282210032147, "train_loss_vfl_dn_1": 0.4058225154876709, "train_loss_vfl_dn_2": 0.41095268726348877, "test_coco_eval_bbox": [0.0037362359107465455, 0.0108399245160149, 0.0008731806358348985, 0.0036155412377352615, 0.004860148355872643, 0.0068681513697803455, 0.003644452382842476, 0.03125750840147124, 0.05880030959752322, 0.04172951231774761, 0.04347532116294794, 0.07699134199134199], "epoch": 65, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 17.307242075602215, "train_loss_bbox": 0.5227251052856445, "train_loss_bbox_aux_0": 0.6026367743810018, "train_loss_bbox_aux_1": 0.5572870572408041, "train_loss_bbox_aux_2": 0.6550977230072021, "train_loss_bbox_dn_0": 0.6709895928700765, "train_loss_bbox_dn_1": 0.6525091330210367, "train_loss_bbox_dn_2": 0.6465716361999512, "train_loss_giou": 1.2105029424031575, "train_loss_giou_aux_0": 1.280860185623169, "train_loss_giou_aux_1": 1.233794371287028, "train_loss_giou_aux_2": 1.328088601430257, "train_loss_giou_dn_0": 1.329583962758382, "train_loss_giou_dn_1": 1.3227664629618328, "train_loss_giou_dn_2": 1.3318321704864502, "train_loss_vfl": 0.751333475112915, "train_loss_vfl_aux_0": 0.666562557220459, "train_loss_vfl_aux_1": 0.7038048108418783, "train_loss_vfl_aux_2": 0.6324169635772705, "train_loss_vfl_dn_0": 0.4051577647527059, "train_loss_vfl_dn_1": 0.40392382939656574, "train_loss_vfl_dn_2": 0.398797074953715, "test_coco_eval_bbox": [0.00508280443631651, 0.01472919510564311, 0.0028753716382333757, 0.0037178073753175323, 0.006032959732606488, 0.007074949556608226, 0.005832341033579424, 0.036941533698499646, 0.06136189833558255, 0.042508798391151334, 0.04061866125760649, 0.08232838589981448], "epoch": 66, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 18.04288101196289, "train_loss_bbox": 0.618006706237793, "train_loss_bbox_aux_0": 0.6815493106842041, "train_loss_bbox_aux_1": 0.6401296456654867, "train_loss_bbox_aux_2": 0.7362022399902344, "train_loss_bbox_dn_0": 0.7676254908243815, "train_loss_bbox_dn_1": 0.7540148893992106, "train_loss_bbox_dn_2": 0.745770533879598, "train_loss_giou": 1.1730595429738362, "train_loss_giou_aux_0": 1.2341167132059734, "train_loss_giou_aux_1": 1.1933327515920003, "train_loss_giou_aux_2": 1.2988065878550212, "train_loss_giou_dn_0": 1.3224024772644043, "train_loss_giou_dn_1": 1.31987468401591, "train_loss_giou_dn_2": 1.324977954228719, "train_loss_vfl": 0.8047471046447754, "train_loss_vfl_aux_0": 0.7317503293355306, "train_loss_vfl_aux_1": 0.7698144912719727, "train_loss_vfl_aux_2": 0.7016109625498453, "train_loss_vfl_dn_0": 0.41134464740753174, "train_loss_vfl_dn_1": 0.4095907211303711, "train_loss_vfl_dn_2": 0.4041529893875122, "test_coco_eval_bbox": [0.0062077863237971695, 0.02101604046599811, 0.0032347319457123633, 0.004025480829240792, 0.004417063910295646, 0.008373928443265644, 0.007075097245375884, 0.039927694424598446, 0.0659376571141277, 0.036739567621920564, 0.02558316430020284, 0.09141929499072356], "epoch": 67, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 17.246355692545574, "train_loss_bbox": 0.5188133716583252, "train_loss_bbox_aux_0": 0.602928876876831, "train_loss_bbox_aux_1": 0.546712319056193, "train_loss_bbox_aux_2": 0.662289539972941, "train_loss_bbox_dn_0": 0.6552582581837972, "train_loss_bbox_dn_1": 0.6420184373855591, "train_loss_bbox_dn_2": 0.6351935466130575, "train_loss_giou": 1.2220222155253093, "train_loss_giou_aux_0": 1.2904599507649739, "train_loss_giou_aux_1": 1.242864688237508, "train_loss_giou_aux_2": 1.3577534357706706, "train_loss_giou_dn_0": 1.3310462633768718, "train_loss_giou_dn_1": 1.316153605779012, "train_loss_giou_dn_2": 1.3245259126027424, "train_loss_vfl": 0.7145644028981527, "train_loss_vfl_aux_0": 0.6449252764383951, "train_loss_vfl_aux_1": 0.7002066771189371, "train_loss_vfl_aux_2": 0.6227425336837769, "train_loss_vfl_dn_0": 0.4081815878550212, "train_loss_vfl_dn_1": 0.40815762678782147, "train_loss_vfl_dn_2": 0.3995355765024821, "test_coco_eval_bbox": [0.00801615483611302, 0.02013935907945294, 0.008067970792189884, 0.005184388520121063, 0.005949077806123242, 0.01016234544766134, 0.021981291841972953, 0.042510121457489884, 0.07343170331560424, 0.04918614881850176, 0.031769776876267745, 0.09286951144094001], "epoch": 68, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 17.77522913614909, "train_loss_bbox": 0.587602456410726, "train_loss_bbox_aux_0": 0.647996703783671, "train_loss_bbox_aux_1": 0.6140769322713217, "train_loss_bbox_aux_2": 0.690950870513916, "train_loss_bbox_dn_0": 0.7156163851420084, "train_loss_bbox_dn_1": 0.7004719575246176, "train_loss_bbox_dn_2": 0.6928275426228842, "train_loss_giou": 1.2140062650044758, "train_loss_giou_aux_0": 1.2791799704233806, "train_loss_giou_aux_1": 1.2336866060892742, "train_loss_giou_aux_2": 1.3270856539408367, "train_loss_giou_dn_0": 1.3226977984110515, "train_loss_giou_dn_1": 1.3143126169840496, "train_loss_giou_dn_2": 1.3226580619812012, "train_loss_vfl": 0.772908608118693, "train_loss_vfl_aux_0": 0.6994860172271729, "train_loss_vfl_aux_1": 0.7275792757670084, "train_loss_vfl_aux_2": 0.6922911008199056, "train_loss_vfl_dn_0": 0.4109245141347249, "train_loss_vfl_dn_1": 0.406222144762675, "train_loss_vfl_dn_2": 0.4026472568511963, "test_coco_eval_bbox": [0.006663034626490276, 0.01780640690197352, 0.004723907029465074, 0.009082053192021893, 0.006185373855457962, 0.006270860949335929, 0.018588685136672754, 0.03926682566472578, 0.05840068028619651, 0.04622387416505063, 0.026867816091954023, 0.06801793444650588], "epoch": 69, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 17.443443298339844, "train_loss_bbox": 0.5579400459925333, "train_loss_bbox_aux_0": 0.6191796859105428, "train_loss_bbox_aux_1": 0.5769758224487305, "train_loss_bbox_aux_2": 0.6693691412607828, "train_loss_bbox_dn_0": 0.6725920041402181, "train_loss_bbox_dn_1": 0.6574544111887614, "train_loss_bbox_dn_2": 0.6531041463216146, "train_loss_giou": 1.217143138249715, "train_loss_giou_aux_0": 1.283094008763631, "train_loss_giou_aux_1": 1.2312690416971843, "train_loss_giou_aux_2": 1.327846924463908, "train_loss_giou_dn_0": 1.325788180033366, "train_loss_giou_dn_1": 1.3202914396921794, "train_loss_giou_dn_2": 1.3364575703938801, "train_loss_vfl": 0.7501309712727865, "train_loss_vfl_aux_0": 0.6857289473215739, "train_loss_vfl_aux_1": 0.7279266516367594, "train_loss_vfl_aux_2": 0.6692117849985758, "train_loss_vfl_dn_0": 0.395769198735555, "train_loss_vfl_dn_1": 0.38869675000508624, "train_loss_vfl_dn_2": 0.3774733543395996, "test_coco_eval_bbox": [0.009871908046330922, 0.02820426046645214, 0.004106240488297226, 0.011530272994989174, 0.006230840962005198, 0.01240028909276305, 0.025039493530205605, 0.05005081149986251, 0.06971349573685016, 0.05206313294548589, 0.038429682217714665, 0.08359925788497216], "epoch": 70, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 17.410497029622395, "train_loss_bbox": 0.49394019444783527, "train_loss_bbox_aux_0": 0.5572137037913004, "train_loss_bbox_aux_1": 0.5193642377853394, "train_loss_bbox_aux_2": 0.6307564576466879, "train_loss_bbox_dn_0": 0.7528568903605143, "train_loss_bbox_dn_1": 0.7261149088541666, "train_loss_bbox_dn_2": 0.7191537221272787, "train_loss_giou": 1.1132173538208008, "train_loss_giou_aux_0": 1.184516191482544, "train_loss_giou_aux_1": 1.1263133684794109, "train_loss_giou_aux_2": 1.2323612372080486, "train_loss_giou_dn_0": 1.3098115921020508, "train_loss_giou_dn_1": 1.2986750602722168, "train_loss_giou_dn_2": 1.3066612084706624, "train_loss_vfl": 0.8445800145467123, "train_loss_vfl_aux_0": 0.7764620780944824, "train_loss_vfl_aux_1": 0.8145501613616943, "train_loss_vfl_aux_2": 0.7922700246175131, "train_loss_vfl_dn_0": 0.40178537368774414, "train_loss_vfl_dn_1": 0.4062926769256592, "train_loss_vfl_dn_2": 0.4035988648732503, "test_coco_eval_bbox": [0.008866526840337842, 0.03503984525495159, 0.0006308125740328479, 0.007932918909747224, 0.004274230971741557, 0.012237005797511111, 0.012987616099071207, 0.03750575533857267, 0.05808499378158821, 0.04200603318250377, 0.03320655848546315, 0.07650587507730365], "epoch": 71, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 23.182301839192707, "train_loss_bbox": 1.4638919830322266, "train_loss_bbox_aux_0": 1.4591430028279622, "train_loss_bbox_aux_1": 1.4591131210327148, "train_loss_bbox_aux_2": 1.4983933766682942, "train_loss_bbox_dn_0": 0.848949114481608, "train_loss_bbox_dn_1": 0.8491547107696533, "train_loss_bbox_dn_2": 0.849520206451416, "train_loss_giou": 1.7451011339823406, "train_loss_giou_aux_0": 1.7516849835713704, "train_loss_giou_aux_1": 1.7548623085021973, "train_loss_giou_aux_2": 1.7681090037027996, "train_loss_giou_dn_0": 1.3495628039042156, "train_loss_giou_dn_1": 1.3532614707946777, "train_loss_giou_dn_2": 1.3634862899780273, "train_loss_vfl": 0.32105406125386554, "train_loss_vfl_aux_0": 0.325869878133138, "train_loss_vfl_aux_1": 0.3313167889912923, "train_loss_vfl_aux_2": 0.3265315294265747, "train_loss_vfl_dn_0": 0.790097713470459, "train_loss_vfl_dn_1": 0.7960927486419678, "train_loss_vfl_dn_2": 0.7771057287851969, "test_coco_eval_bbox": [5.018045664215544e-07, 1.254511416053886e-06, 0.0, 0.0, 0.0, 1.8149342915255657e-06, 0.0, 0.0, 0.0008771929824561404, 0.0, 0.0, 0.002857142857142857], "epoch": 0, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 22.567644755045574, "train_loss_bbox": 1.3902560869852703, "train_loss_bbox_aux_0": 1.4054603576660156, "train_loss_bbox_aux_1": 1.3898261388142903, "train_loss_bbox_aux_2": 1.4321928024291992, "train_loss_bbox_dn_0": 0.8205571969350179, "train_loss_bbox_dn_1": 0.8211081027984619, "train_loss_bbox_dn_2": 0.8218375047047933, "train_loss_giou": 1.6852245330810547, "train_loss_giou_aux_0": 1.6985537211100261, "train_loss_giou_aux_1": 1.6929470698038738, "train_loss_giou_aux_2": 1.7298258145650227, "train_loss_giou_dn_0": 1.3363882700602214, "train_loss_giou_dn_1": 1.3362019856770833, "train_loss_giou_dn_2": 1.3359893163045247, "train_loss_vfl": 0.33487848440806073, "train_loss_vfl_aux_0": 0.3455112775166829, "train_loss_vfl_aux_1": 0.34335943063100177, "train_loss_vfl_aux_2": 0.33952947457631427, "train_loss_vfl_dn_0": 0.7931523323059082, "train_loss_vfl_dn_1": 0.7729220390319824, "train_loss_vfl_dn_2": 0.7419217427571615, "test_coco_eval_bbox": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], "epoch": 1, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 21.25591532389323, "train_loss_bbox": 1.2158180872599285, "train_loss_bbox_aux_0": 1.2184034983317058, "train_loss_bbox_aux_1": 1.2184975147247314, "train_loss_bbox_aux_2": 1.2555670738220215, "train_loss_bbox_dn_0": 0.7072052160898844, "train_loss_bbox_dn_1": 0.7076506614685059, "train_loss_bbox_dn_2": 0.7083518505096436, "train_loss_giou": 1.6768921216328938, "train_loss_giou_aux_0": 1.6967399915059407, "train_loss_giou_aux_1": 1.6889103253682454, "train_loss_giou_aux_2": 1.7414496739705403, "train_loss_giou_dn_0": 1.3424212137858074, "train_loss_giou_dn_1": 1.3485679626464844, "train_loss_giou_dn_2": 1.3457034428914387, "train_loss_vfl": 0.3475271463394165, "train_loss_vfl_aux_0": 0.34179242451985675, "train_loss_vfl_aux_1": 0.33126868804295856, "train_loss_vfl_aux_2": 0.33234620094299316, "train_loss_vfl_dn_0": 0.7111724217732748, "train_loss_vfl_dn_1": 0.676573117574056, "train_loss_vfl_dn_2": 0.6430556774139404, "test_coco_eval_bbox": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], "epoch": 2, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 23.62501271565755, "train_loss_bbox": 1.619442303975423, "train_loss_bbox_aux_0": 1.6477171579996746, "train_loss_bbox_aux_1": 1.636884053548177, "train_loss_bbox_aux_2": 1.703528881072998, "train_loss_bbox_dn_0": 0.9287741978963217, "train_loss_bbox_dn_1": 0.9298067092895508, "train_loss_bbox_dn_2": 0.9317131042480469, "train_loss_giou": 1.6961577733357747, "train_loss_giou_aux_0": 1.71558411916097, "train_loss_giou_aux_1": 1.706098238627116, "train_loss_giou_aux_2": 1.766225020090739, "train_loss_giou_dn_0": 1.3277641932169597, "train_loss_giou_dn_1": 1.3256893157958984, "train_loss_giou_dn_2": 1.3242681821187336, "train_loss_vfl": 0.3770119349161784, "train_loss_vfl_aux_0": 0.3102612892786662, "train_loss_vfl_aux_1": 0.33946506182352704, "train_loss_vfl_aux_2": 0.3076590696970622, "train_loss_vfl_dn_0": 0.7152968247731527, "train_loss_vfl_dn_1": 0.6688463687896729, "train_loss_vfl_dn_2": 0.6468187967936198, "test_coco_eval_bbox": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], "epoch": 3, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 21.935938517252605, "train_loss_bbox": 1.3638067245483398, "train_loss_bbox_aux_0": 1.3920254707336426, "train_loss_bbox_aux_1": 1.3748833338419597, "train_loss_bbox_aux_2": 1.4288783073425293, "train_loss_bbox_dn_0": 0.7604451179504395, "train_loss_bbox_dn_1": 0.7629936536153158, "train_loss_bbox_dn_2": 0.767133633295695, "train_loss_giou": 1.6440064112345378, "train_loss_giou_aux_0": 1.6797107060750325, "train_loss_giou_aux_1": 1.6583930651346843, "train_loss_giou_aux_2": 1.71771240234375, "train_loss_giou_dn_0": 1.325783093770345, "train_loss_giou_dn_1": 1.331637700398763, "train_loss_giou_dn_2": 1.3439966837565105, "train_loss_vfl": 0.37239936987559, "train_loss_vfl_aux_0": 0.33759299914042157, "train_loss_vfl_aux_1": 0.3698920011520386, "train_loss_vfl_aux_2": 0.3430922031402588, "train_loss_vfl_dn_0": 0.682309627532959, "train_loss_vfl_dn_1": 0.6589353879292806, "train_loss_vfl_dn_2": 0.620312770207723, "test_coco_eval_bbox": [4.1357519210567673e-07, 1.3785839736855891e-06, 0.0, 0.0, 0.0, 3.2714641726563328e-06, 0.0, 0.0, 0.0005263157894736843, 0.0, 0.0, 0.004285714285714286], "epoch": 4, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 21.489840189615887, "train_loss_bbox": 1.295623779296875, "train_loss_bbox_aux_0": 1.313639481862386, "train_loss_bbox_aux_1": 1.308567762374878, "train_loss_bbox_aux_2": 1.3784871101379395, "train_loss_bbox_dn_0": 0.7730664412180582, "train_loss_bbox_dn_1": 0.7768239974975586, "train_loss_bbox_dn_2": 0.7828877766927084, "train_loss_giou": 1.6091322898864746, "train_loss_giou_aux_0": 1.6518600781758626, "train_loss_giou_aux_1": 1.6215712229410808, "train_loss_giou_aux_2": 1.6930489540100098, "train_loss_giou_dn_0": 1.3340369860331218, "train_loss_giou_dn_1": 1.3345534006754558, "train_loss_giou_dn_2": 1.3431657155354817, "train_loss_vfl": 0.39851053555806476, "train_loss_vfl_aux_0": 0.34971296787261963, "train_loss_vfl_aux_1": 0.37735140323638916, "train_loss_vfl_aux_2": 0.33888622124989826, "train_loss_vfl_dn_0": 0.6193829377492269, "train_loss_vfl_dn_1": 0.6082284053166708, "train_loss_vfl_dn_2": 0.5813027222951254, "test_coco_eval_bbox": [9.037243105662494e-07, 3.0124143685541647e-06, 0.0, 0.0, 0.0, 6.567907533173869e-06, 0.0, 0.0, 0.0011842105263157896, 0.0, 0.0, 0.005510204081632652], "epoch": 5, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 22.01842498779297, "train_loss_bbox": 1.3389091491699219, "train_loss_bbox_aux_0": 1.3820244471232097, "train_loss_bbox_aux_1": 1.355775515238444, "train_loss_bbox_aux_2": 1.4256329536437988, "train_loss_bbox_dn_0": 0.9049897193908691, "train_loss_bbox_dn_1": 0.9117517471313477, "train_loss_bbox_dn_2": 0.9229443868001302, "train_loss_giou": 1.5493450164794922, "train_loss_giou_aux_0": 1.5877173741658528, "train_loss_giou_aux_1": 1.5656541188557942, "train_loss_giou_aux_2": 1.6340819994608562, "train_loss_giou_dn_0": 1.3451032638549805, "train_loss_giou_dn_1": 1.3425703048706055, "train_loss_giou_dn_2": 1.3431275685628254, "train_loss_vfl": 0.4510168234507243, "train_loss_vfl_aux_0": 0.4019848903020223, "train_loss_vfl_aux_1": 0.42624370257059735, "train_loss_vfl_aux_2": 0.38824987411499023, "train_loss_vfl_dn_0": 0.5986646016438802, "train_loss_vfl_dn_1": 0.5818940003712972, "train_loss_vfl_dn_2": 0.5607432126998901, "test_coco_eval_bbox": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], "epoch": 6, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 21.645779927571613, "train_loss_bbox": 1.3086922963460286, "train_loss_bbox_aux_0": 1.3492584228515625, "train_loss_bbox_aux_1": 1.3307703336079915, "train_loss_bbox_aux_2": 1.3989818890889485, "train_loss_bbox_dn_0": 0.7957135836283366, "train_loss_bbox_dn_1": 0.8032691478729248, "train_loss_bbox_dn_2": 0.8155283133188883, "train_loss_giou": 1.5979679425557454, "train_loss_giou_aux_0": 1.6373847325642903, "train_loss_giou_aux_1": 1.6140658060709636, "train_loss_giou_aux_2": 1.6757831573486328, "train_loss_giou_dn_0": 1.3317041397094727, "train_loss_giou_dn_1": 1.341019630432129, "train_loss_giou_dn_2": 1.3505341211954753, "train_loss_vfl": 0.4195580879847209, "train_loss_vfl_aux_0": 0.38436583677927655, "train_loss_vfl_aux_1": 0.40339867273966473, "train_loss_vfl_aux_2": 0.3602871100107829, "train_loss_vfl_dn_0": 0.6005768378575643, "train_loss_vfl_dn_1": 0.5761894782384237, "train_loss_vfl_dn_2": 0.5507295529047648, "test_coco_eval_bbox": [2.918186555497655e-06, 9.727288518325517e-06, 0.0, 0.0, 0.0, 2.2333060373706544e-05, 0.0, 0.0, 0.00035087719298245617, 0.0, 0.0, 0.0007792207792207791], "epoch": 7, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 20.874487559000652, "train_loss_bbox": 1.1556771596272786, "train_loss_bbox_aux_0": 1.1914312839508057, "train_loss_bbox_aux_1": 1.1688332557678223, "train_loss_bbox_aux_2": 1.2562249501546223, "train_loss_bbox_dn_0": 0.7637960910797119, "train_loss_bbox_dn_1": 0.7755539417266846, "train_loss_bbox_dn_2": 0.7934747536977133, "train_loss_giou": 1.5010112126668294, "train_loss_giou_aux_0": 1.526686668395996, "train_loss_giou_aux_1": 1.518473784128825, "train_loss_giou_aux_2": 1.5756101608276367, "train_loss_giou_dn_0": 1.344770113627116, "train_loss_giou_dn_1": 1.3406602541605632, "train_loss_giou_dn_2": 1.3404019673665364, "train_loss_vfl": 0.5092663764953613, "train_loss_vfl_aux_0": 0.48363248507181805, "train_loss_vfl_aux_1": 0.4929542938868205, "train_loss_vfl_aux_2": 0.44675540924072266, "train_loss_vfl_dn_0": 0.5747536023457845, "train_loss_vfl_dn_1": 0.5665740172068278, "train_loss_vfl_dn_2": 0.5479449431101481, "test_coco_eval_bbox": [9.080200740062954e-06, 4.013904636768416e-05, 0.0, 0.0, 0.0007352941176470588, 5.38829393143396e-05, 0.0, 0.000760233918128655, 0.000760233918128655, 0.0, 0.0029411764705882353, 0.001038961038961039], "epoch": 8, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 22.4284184773763, "train_loss_bbox": 1.3947747548421223, "train_loss_bbox_aux_0": 1.4595020612080891, "train_loss_bbox_aux_1": 1.43103822072347, "train_loss_bbox_aux_2": 1.5387722651163738, "train_loss_bbox_dn_0": 0.9210010369618734, "train_loss_bbox_dn_1": 0.9363196690877279, "train_loss_bbox_dn_2": 0.9610341389973959, "train_loss_giou": 1.5247508684794109, "train_loss_giou_aux_0": 1.5754892031351726, "train_loss_giou_aux_1": 1.5443434715270996, "train_loss_giou_aux_2": 1.623503843943278, "train_loss_giou_dn_0": 1.3275729020436604, "train_loss_giou_dn_1": 1.3259286880493164, "train_loss_giou_dn_2": 1.3318143685658772, "train_loss_vfl": 0.5227959156036377, "train_loss_vfl_aux_0": 0.46048883597056073, "train_loss_vfl_aux_1": 0.49126243591308594, "train_loss_vfl_aux_2": 0.3945978879928589, "train_loss_vfl_dn_0": 0.5697789986928304, "train_loss_vfl_dn_1": 0.5609135627746582, "train_loss_vfl_dn_2": 0.5327346324920654, "test_coco_eval_bbox": [6.735874161951949e-06, 1.8668123096294444e-05, 0.0, 2.5387154100025386e-05, 0.0, 4.526166902404526e-05, 0.0, 0.00046783625730994154, 0.0005091159270725834, 0.00022624434389140272, 0.0, 0.001038961038961039], "epoch": 9, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 20.934820810953777, "train_loss_bbox": 1.1465097268422444, "train_loss_bbox_aux_0": 1.2060012817382812, "train_loss_bbox_aux_1": 1.1724175612131755, "train_loss_bbox_aux_2": 1.269745667775472, "train_loss_bbox_dn_0": 0.7635397911071777, "train_loss_bbox_dn_1": 0.7769609292348226, "train_loss_bbox_dn_2": 0.7983004252115885, "train_loss_giou": 1.4828956921895344, "train_loss_giou_aux_0": 1.521801471710205, "train_loss_giou_aux_1": 1.4979397455851238, "train_loss_giou_aux_2": 1.5583648681640625, "train_loss_giou_dn_0": 1.348479429880778, "train_loss_giou_dn_1": 1.3659954071044922, "train_loss_giou_dn_2": 1.3937145868937175, "train_loss_vfl": 0.5768510500590006, "train_loss_vfl_aux_0": 0.5057916641235352, "train_loss_vfl_aux_1": 0.5601671934127808, "train_loss_vfl_aux_2": 0.44804223378499347, "train_loss_vfl_dn_0": 0.5387470722198486, "train_loss_vfl_dn_1": 0.5166157881418864, "train_loss_vfl_dn_2": 0.4859383503595988, "test_coco_eval_bbox": [6.581424439457384e-06, 1.687716445176173e-05, 0.0, 0.0, 1.8327736847080392e-06, 7.543611504007545e-05, 0.0, 0.00046783625730994154, 0.0005297557619539043, 0.0, 0.00030425963488843813, 0.001038961038961039], "epoch": 10, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 21.929845174153645, "train_loss_bbox": 1.3276902039845784, "train_loss_bbox_aux_0": 1.3931838671366374, "train_loss_bbox_aux_1": 1.3475731213887532, "train_loss_bbox_aux_2": 1.4595338503519695, "train_loss_bbox_dn_0": 0.8926552136739095, "train_loss_bbox_dn_1": 0.9137118657430013, "train_loss_bbox_dn_2": 0.9420133431752523, "train_loss_giou": 1.4674601554870605, "train_loss_giou_aux_0": 1.5137084325154622, "train_loss_giou_aux_1": 1.4877804120381672, "train_loss_giou_aux_2": 1.557265281677246, "train_loss_giou_dn_0": 1.322815179824829, "train_loss_giou_dn_1": 1.3306182225545247, "train_loss_giou_dn_2": 1.3405028978983562, "train_loss_vfl": 0.5506651798884074, "train_loss_vfl_aux_0": 0.4757581949234009, "train_loss_vfl_aux_1": 0.549022912979126, "train_loss_vfl_aux_2": 0.42584455013275146, "train_loss_vfl_dn_0": 0.5648690064748129, "train_loss_vfl_dn_1": 0.5454831123352051, "train_loss_vfl_dn_2": 0.5216894149780273, "test_coco_eval_bbox": [8.271706314384687e-06, 2.325546426867314e-05, 0.0, 0.0, 2.398163691801706e-06, 0.00029145771720029146, 0.0, 4.1279669762641895e-05, 0.0006123151014791881, 0.0, 0.00040567951318458417, 0.0014285714285714286], "epoch": 11, "n_parameters": 20184464}
{"train_lr": 9.999999747378752e-06, "train_loss": 21.454612731933594, "train_loss_bbox": 1.2091380755106609, "train_loss_bbox_aux_0": 1.2668358484903972, "train_loss_bbox_aux_1": 1.2344493865966797, "train_loss_bbox_aux_2": 1.3472197850545247, "train_loss_bbox_dn_0": 0.8512821197509766, "train_loss_bbox_dn_1": 0.8723892370859782, "train_loss_bbox_dn_2": 0.9011528491973877, "train_loss_giou": 1.4529212315877278, "train_loss_giou_aux_0": 1.4803935686747234, "train_loss_giou_aux_1": 1.4596543312072754, "train_loss_giou_aux_2": 1.5426985422770183, "train_loss_giou_dn_0": 1.3511643409729004, "train_loss_giou_dn_1": 1.364791711171468, "train_loss_giou_dn_2": 1.388766606648763, "train_loss_vfl": 0.6034026543299357, "train_loss_vfl_aux_0": 0.5550387700398763, "train_loss_vfl_aux_1": 0.6007729371388754, "train_loss_vfl_aux_2": 0.4429665803909302, "train_loss_vfl_dn_0": 0.5305208365122477, "train_loss_vfl_dn_1": 0.5092843770980835, "train_loss_vfl_dn_2": 0.489770770072937, "test_coco_eval_bbox": [1.9150429877630615e-05, 8.316794750674262e-05, 0.0, 6.528125340006528e-05, 2.8274499769272354e-05, 0.00012572685840012574, 0.0, 0.0005916752665978672, 0.0016959064327485378, 0.00045248868778280545, 0.0027890466531440166, 0.001038961038961039], "epoch": 12, "n_parameters": 20184464}
Write
Preview
Markdown
is supported
0%
Try again
or
attach a new file
.
Attach a file
Cancel
You are about to add
0
people
to the discussion. Proceed with caution.
Finish editing this message first!
Cancel
Please
register
or
sign in
to comment
