grep: warning: GREP_OPTIONS is deprecated; please use an alias or script
I0814 09:59:10.501300 37880 tcp_utils.cc:181] The server starts to listen on IP_ANY:60069
I0814 09:59:10.501505 37880 tcp_utils.cc:130] Successfully connected to 10.21.226.186:60069
W0814 09:59:12.506551 37880 gpu_resources.cc:61] Please NOTE: device: 4, GPU Compute Capability: 7.0, Driver API Version: 12.0, Runtime API Version: 11.7
W0814 09:59:12.515283 37880 gpu_resources.cc:91] device: 4, cuDNN Version: 8.4.
loading annotations into memory...
Done (t=193.11s)
creating index...
index created!
[08/14 10:03:02] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 91534, area: 0.0 x1: 433.56384276160003, y1: 420.4645385728, x2: 439.66027832960003, y2: 420.4645385728.
[08/14 10:03:08] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 145983, area: 0.0 x1: 211.64685056, y1: 203.173278816, x2: 211.64685056, y2: 204.356811504.
[08/14 10:03:22] ppdet.data.source.coco WARNING: Illegal image file: /paddle/workspace/dataset/obj365/train/patch6/objects365_v1_00320532.jpg, and it will be ignored
[08/14 10:03:22] ppdet.data.source.coco WARNING: Illegal image file: /paddle/workspace/dataset/obj365/train/patch6/objects365_v1_00320534.jpg, and it will be ignored
[08/14 10:03:23] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 335604, area: 0.0 x1: 132.0651185036, y1: 490.995319296, x2: 136.152460152, y2: 490.995319296.
[08/14 10:03:30] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 403860, area: 0.0 x1: 379.8057250816, y1: 464.8757324436, x2: 379.8057250816, y2: 464.8757324436.
[08/14 10:03:40] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 521927, area: 0.0 x1: 55.575744628100004, y1: 270.0220947456, x2: 58.9324340495, y2: 270.0220947456.
[08/14 10:03:42] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 533112, area: 0.0 x1: 652.6395257820001, y1: 150.0715779584, x2: 652.6395257820001, y2: 152.5980086272.
[08/14 10:03:42] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 535871, area: 0.0 x1: 444.405273457, y1: 427.4860839936, x2: 444.405273457, y2: 431.7103271424.
[08/14 10:03:42] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 536966, area: 0.0 x1: 554.6245116984, y1: 299.9646606336, x2: 554.6245116984, y2: 315.069702144.
[08/14 10:03:44] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 547644, area: 0.0 x1: 432.0398170408, y1: 374.5224859648, x2: 432.0398170408, y2: 378.7821602816.
[08/14 10:03:44] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 548210, area: 0.0 x1: 193.9760131584, y1: 273.4229126144, x2: 193.9760131584, y2: 274.5556640768.
[08/14 10:03:45] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 555363, area: 0.0 x1: 337.9105372966, y1: 345.2622006784, x2: 337.9105372966, y2: 349.4704679424.
[08/14 10:03:46] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 560944, area: 0.0 x1: 281.2375488, y1: 306.20666505599996, x2: 282.417053248, y2: 306.20666505599996.
[08/14 10:03:47] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 574787, area: 0.0 x1: 633.690185536, y1: 370.5393676572, x2: 635.97998048, y2: 370.5393676572.
[08/14 10:03:47] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 580684, area: 0.0 x1: 92.80249024999999, y1: 246.2189331, x2: 92.80249024999999, y2: 252.5336914125.
[08/14 10:03:50] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 608537, area: 0.0 x1: 269.571228032, y1: 248.73785399999997, x2: 270.651184064, y2: 248.73785399999997.
[08/14 10:04:03] ppdet.data.source.coco WARNING: Illegal image file: /paddle/workspace/dataset/obj365/train/patch16/objects365_v2_00908726.jpg, and it will be ignored
[08/14 10:04:05] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 929933, area: 0.0 x1: 498.22937010000004, y1: 203.9065551675, x2: 498.22937010000004, y2: 205.8240356343.
[08/14 10:04:55] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1164740, area: 0.0 x1: 234.77111816250002, y1: 388.84838865, x2: 272.0889282375, y2: 388.84838865.
[08/14 10:05:06] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1266099, area: 0.0 x1: 468.3398437888, y1: 225.9912109549, x2: 480.1809082368, y2: 225.9912109549.
[08/14 10:05:14] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1352764, area: 0.0 x1: 54.923339850000005, y1: 234.52093504259997, x2: 57.0708008, y2: 234.52093504259997.
[08/14 10:05:20] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1412918, area: 0.0 x1: 136.2822876, y1: 253.56500242500002, x2: 137.74902345, y2: 253.56500242500002.
[08/14 10:05:24] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1446331, area: 0.0 x1: 252.4042969, y1: 332.95404053880003, x2: 253.48120115, y2: 332.95404053880003.
[08/14 10:05:31] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1518543, area: 0.0 x1: 440.3457031168, y1: 274.5519409231, x2: 445.8432617472, y2: 274.5519409231.
[08/14 10:05:43] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1647753, area: 0.0 x1: 227.7290649447, y1: 128.05914305, x2: 238.9132690452, y2: 128.05914305.
[08/14 10:05:54] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1757038, area: 0.0 x1: 312.9022217216, y1: 489.3071288832, x2: 312.9022217216, y2: 490.59814456320004.
[08/14 10:05:56] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1777092, area: 0.0 x1: 839.4415283397, y1: 80.8392944225, x2: 840.5001220902, y2: 80.8392944225.
[08/14 10:05:57] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1791274, area: 0.0 x1: 246.031555167, y1: 405.0675659, x2: 246.031555167, y2: 410.47296145.
[08/14 10:05:59] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1809953, area: 0.0 x1: 375.01086425, y1: 134.338439932, x2: 375.01086425, y2: 136.6105346846.
[08/14 10:06:03] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1844801, area: 0.0 x1: 246.7679442944, y1: 437.6389160448, x2: 246.7679442944, y2: 437.6389160448.
[08/14 10:06:04] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1860398, area: 0.0 x1: 18.9651489156, y1: 642.1688231936, x2: 18.9651489156, y2: 647.3116454912.
[08/14 10:06:07] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1888478, area: 0.0 x1: 368.96051024999997, y1: 200.7771606279, x2: 368.96051024999997, y2: 202.46685790589999.
[08/14 10:06:11] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1922548, area: 0.0 x1: 818.3527831552, y1: 439.1451416064, x2: 849.3343505408, y2: 439.1451416064.
[08/14 10:06:20] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2014562, area: 0.0 x1: 105.85821535000001, y1: 210.82550047499998, x2: 105.85821535000001, y2: 223.60949707499998.
[08/14 10:06:22] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2039519, area: 0.0 x1: 768.6341553152, y1: 253.5513305856, x2: 768.6341553152, y2: 254.72320558080003.
[08/14 10:06:23] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2042531, area: 0.0 x1: 541.891357425, y1: 369.71459960000004, x2: 541.891357425, y2: 371.3296509.
[08/14 10:06:26] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2072912, area: 0.0 x1: 0.1831055367, y1: 1690.2619628965, x2: 0.1831055367, y2: 1691.694335891.
[08/14 10:06:40] ppdet.data.source.coco INFO: Load [1728775 samples valid, 13517 samples invalid] in file /paddle/workspace/dataset/obj365/annotations/zhiyuan_objv2_train.json.
[08/14 10:07:08] ppdet.utils.checkpoint INFO: Finish loading model weights: /root/.cache/paddle/weights/ResNet18_vd_pretrained.pdparams
W0814 10:07:25.809459 37880 reducer.cc:622] All parameters are involved in the backward pass. It is recommended to set find_unused_parameters to False to improve performance. However, if unused parameters appear in subsequent iterative training, then an error will occur. Please make it clear that in the subsequent training, there will be no parameters that are not used in the backward pass, and then set find_unused_parameters
[08/14 10:07:26] ppdet.engine INFO: Epoch: [0] [    0/54024] learning_rate: 0.000000 loss_class: 0.165606 loss_bbox: 1.203164 loss_giou: 1.860320 loss_class_aux: 0.492064 loss_bbox_aux: 3.633024 loss_giou_aux: 5.630720 loss_class_dn: 0.768206 loss_bbox_dn: 0.556499 loss_giou_dn: 1.211613 loss_class_aux_dn: 1.452088 loss_bbox_aux_dn: 1.112999 loss_giou_aux_dn: 2.423227 loss: 20.509533 eta: 810 days, 16:44:43 batch_cost: 18.0075 data_cost: 0.0006 ips: 0.4443 images/s
[08/14 10:10:21] ppdet.engine INFO: Epoch: [0] [  200/54024] learning_rate: 0.000010 loss_class: 0.264527 loss_bbox: 1.113966 loss_giou: 1.732170 loss_class_aux: 0.776747 loss_bbox_aux: 3.393693 loss_giou_aux: 5.294851 loss_class_dn: 0.730197 loss_bbox_dn: 0.576597 loss_giou_dn: 1.283160 loss_class_aux_dn: 1.410688 loss_bbox_aux_dn: 1.152782 loss_giou_aux_dn: 2.567960 loss: 20.293352 eta: 41 days, 11:44:19 batch_cost: 0.8362 data_cost: 0.0821 ips: 9.5672 images/s
[08/14 10:12:43] ppdet.engine INFO: Epoch: [0] [  400/54024] learning_rate: 0.000020 loss_class: 0.355133 loss_bbox: 1.069370 loss_giou: 1.651674 loss_class_aux: 1.034925 loss_bbox_aux: 3.305824 loss_giou_aux: 5.045938 loss_class_dn: 0.597653 loss_bbox_dn: 0.621309 loss_giou_dn: 1.361458 loss_class_aux_dn: 1.205977 loss_bbox_aux_dn: 1.226324 loss_giou_aux_dn: 2.718572 loss: 20.263336 eta: 35 days, 19:14:02 batch_cost: 0.6684 data_cost: 0.0337 ips: 11.9692 images/s
[08/14 10:15:27] ppdet.engine INFO: Epoch: [0] [  600/54024] learning_rate: 0.000030 loss_class: 0.486660 loss_bbox: 0.752013 loss_giou: 1.466741 loss_class_aux: 1.380474 loss_bbox_aux: 2.410120 loss_giou_aux: 4.502219 loss_class_dn: 0.541639 loss_bbox_dn: 0.580829 loss_giou_dn: 1.340124 loss_class_aux_dn: 1.036060 loss_bbox_aux_dn: 1.165921 loss_giou_aux_dn: 2.683486 loss: 18.487817 eta: 35 days, 14:06:46 batch_cost: 0.7812 data_cost: 0.1052 ips: 10.2407 images/s
[08/14 10:17:47] ppdet.engine INFO: Epoch: [0] [  800/54024] learning_rate: 0.000040 loss_class: 0.651264 loss_bbox: 0.553223 loss_giou: 1.342595 loss_class_aux: 1.809777 loss_bbox_aux: 1.816230 loss_giou_aux: 4.167593 loss_class_dn: 0.555293 loss_bbox_dn: 0.561131 loss_giou_dn: 1.291941 loss_class_aux_dn: 1.021328 loss_bbox_aux_dn: 1.120646 loss_giou_aux_dn: 2.603270 loss: 17.547609 eta: 34 days, 2:01:01 batch_cost: 0.6570 data_cost: 0.0773 ips: 12.1774 images/s
[08/14 10:19:54] ppdet.engine INFO: Epoch: [0] [ 1000/54024] learning_rate: 0.000050 loss_class: 0.732818 loss_bbox: 0.486774 loss_giou: 1.244036 loss_class_aux: 2.023905 loss_bbox_aux: 1.588658 loss_giou_aux: 3.903903 loss_class_dn: 0.573892 loss_bbox_dn: 0.539329 loss_giou_dn: 1.226635 loss_class_aux_dn: 1.038572 loss_bbox_aux_dn: 1.095268 loss_giou_aux_dn: 2.520955 loss: 17.052663 eta: 32 days, 14:48:58 batch_cost: 0.5943 data_cost: 0.0152 ips: 13.4603 images/s
[08/14 10:22:21] ppdet.engine INFO: Epoch: [0] [ 1200/54024] learning_rate: 0.000060 loss_class: 0.830186 loss_bbox: 0.417936 loss_giou: 1.063691 loss_class_aux: 2.300672 loss_bbox_aux: 1.377819 loss_giou_aux: 3.388401 loss_class_dn: 0.559360 loss_bbox_dn: 0.514264 loss_giou_dn: 1.120044 loss_class_aux_dn: 1.024193 loss_bbox_aux_dn: 1.054144 loss_giou_aux_dn: 2.310269 loss: 16.347487 eta: 32 days, 8:23:40 batch_cost: 0.6892 data_cost: 0.0151 ips: 11.6074 images/s
[08/14 10:25:25] ppdet.engine INFO: Epoch: [0] [ 1400/54024] learning_rate: 0.000070 loss_class: 0.872341 loss_bbox: 0.410469 loss_giou: 1.112396 loss_class_aux: 2.484169 loss_bbox_aux: 1.338611 loss_giou_aux: 3.504733 loss_class_dn: 0.571123 loss_bbox_dn: 0.489624 loss_giou_dn: 1.143178 loss_class_aux_dn: 1.050591 loss_bbox_aux_dn: 1.013115 loss_giou_aux_dn: 2.390020 loss: 16.565772 eta: 33 days, 9:02:17 batch_cost: 0.8789 data_cost: 0.2669 ips: 9.1026 images/s
[08/14 10:27:44] ppdet.engine INFO: Epoch: [0] [ 1600/54024] learning_rate: 0.000080 loss_class: 0.901301 loss_bbox: 0.367088 loss_giou: 1.054076 loss_class_aux: 2.499134 loss_bbox_aux: 1.214066 loss_giou_aux: 3.363505 loss_class_dn: 0.533963 loss_bbox_dn: 0.461171 loss_giou_dn: 1.081845 loss_class_aux_dn: 0.995192 loss_bbox_aux_dn: 0.964068 loss_giou_aux_dn: 2.244092 loss: 15.737517 eta: 32 days, 20:50:38 batch_cost: 0.6516 data_cost: 0.0065 ips: 12.2781 images/s
[08/14 10:29:57] ppdet.engine INFO: Epoch: [0] [ 1800/54024] learning_rate: 0.000090 loss_class: 0.901222 loss_bbox: 0.350327 loss_giou: 0.959648 loss_class_aux: 2.518958 loss_bbox_aux: 1.176801 loss_giou_aux: 3.064565 loss_class_dn: 0.518210 loss_bbox_dn: 0.455424 loss_giou_dn: 1.010182 loss_class_aux_dn: 0.967772 loss_bbox_aux_dn: 0.943229 loss_giou_aux_dn: 2.122534 loss: 15.247916 eta: 32 days, 8:19:16 batch_cost: 0.6263 data_cost: 0.0061 ips: 12.7732 images/s
[08/14 10:32:39] ppdet.engine INFO: Epoch: [0] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.906574 loss_bbox: 0.340044 loss_giou: 0.992964 loss_class_aux: 2.526688 loss_bbox_aux: 1.144827 loss_giou_aux: 3.204582 loss_class_dn: 0.532886 loss_bbox_dn: 0.432164 loss_giou_dn: 1.025605 loss_class_aux_dn: 0.988513 loss_bbox_aux_dn: 0.910488 loss_giou_aux_dn: 2.174587 loss: 15.386776 eta: 32 days, 13:14:56 batch_cost: 0.7649 data_cost: 0.0765 ips: 10.4595 images/s
[08/14 10:35:19] ppdet.engine INFO: Epoch: [0] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.921440 loss_bbox: 0.319843 loss_giou: 0.963053 loss_class_aux: 2.564348 loss_bbox_aux: 1.061766 loss_giou_aux: 3.115376 loss_class_dn: 0.521258 loss_bbox_dn: 0.413026 loss_giou_dn: 0.998356 loss_class_aux_dn: 0.972732 loss_bbox_aux_dn: 0.867245 loss_giou_aux_dn: 2.134573 loss: 14.881258 eta: 32 days, 16:45:50 batch_cost: 0.7597 data_cost: 0.0381 ips: 10.5310 images/s
[08/14 10:37:32] ppdet.engine INFO: Epoch: [0] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.918202 loss_bbox: 0.326312 loss_giou: 0.954928 loss_class_aux: 2.577806 loss_bbox_aux: 1.083216 loss_giou_aux: 3.091460 loss_class_dn: 0.522875 loss_bbox_dn: 0.413695 loss_giou_dn: 0.997767 loss_class_aux_dn: 0.972494 loss_bbox_aux_dn: 0.876764 loss_giou_aux_dn: 2.145890 loss: 15.122165 eta: 32 days, 7:29:27 batch_cost: 0.6241 data_cost: 0.0058 ips: 12.8190 images/s
[08/14 10:40:22] ppdet.engine INFO: Epoch: [0] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.904250 loss_bbox: 0.295509 loss_giou: 0.916946 loss_class_aux: 2.538880 loss_bbox_aux: 1.003707 loss_giou_aux: 2.949714 loss_class_dn: 0.502115 loss_bbox_dn: 0.381268 loss_giou_dn: 0.937956 loss_class_aux_dn: 0.960765 loss_bbox_aux_dn: 0.808843 loss_giou_aux_dn: 1.996150 loss: 14.258141 eta: 32 days, 14:57:05 batch_cost: 0.8085 data_cost: 0.1114 ips: 9.8947 images/s
[08/14 10:42:42] ppdet.engine INFO: Epoch: [0] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.943517 loss_bbox: 0.298538 loss_giou: 0.961325 loss_class_aux: 2.650776 loss_bbox_aux: 1.038994 loss_giou_aux: 3.072915 loss_class_dn: 0.521042 loss_bbox_dn: 0.381344 loss_giou_dn: 0.963150 loss_class_aux_dn: 0.977226 loss_bbox_aux_dn: 0.813691 loss_giou_aux_dn: 2.075451 loss: 15.015330 eta: 32 days, 9:23:40 batch_cost: 0.6536 data_cost: 0.0039 ips: 12.2407 images/s
[08/14 10:45:03] ppdet.engine INFO: Epoch: [0] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.909006 loss_bbox: 0.293845 loss_giou: 0.954043 loss_class_aux: 2.572241 loss_bbox_aux: 0.990768 loss_giou_aux: 3.076020 loss_class_dn: 0.508411 loss_bbox_dn: 0.368771 loss_giou_dn: 0.949189 loss_class_aux_dn: 0.969027 loss_bbox_aux_dn: 0.802469 loss_giou_aux_dn: 2.054453 loss: 14.596526 eta: 32 days, 5:15:13 batch_cost: 0.6630 data_cost: 0.0349 ips: 12.0661 images/s
[08/14 10:47:41] ppdet.engine INFO: Epoch: [0] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.920883 loss_bbox: 0.290252 loss_giou: 0.857734 loss_class_aux: 2.596513 loss_bbox_aux: 0.993699 loss_giou_aux: 2.787464 loss_class_dn: 0.509114 loss_bbox_dn: 0.400182 loss_giou_dn: 0.880994 loss_class_aux_dn: 0.966717 loss_bbox_aux_dn: 0.861226 loss_giou_aux_dn: 1.933486 loss: 14.215106 eta: 32 days, 7:48:45 batch_cost: 0.7547 data_cost: 0.0484 ips: 10.5998 images/s
[08/14 10:49:48] ppdet.engine INFO: Epoch: [0] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.916169 loss_bbox: 0.266350 loss_giou: 0.911142 loss_class_aux: 2.605831 loss_bbox_aux: 0.908787 loss_giou_aux: 2.899262 loss_class_dn: 0.506836 loss_bbox_dn: 0.354884 loss_giou_dn: 0.910220 loss_class_aux_dn: 0.974886 loss_bbox_aux_dn: 0.763864 loss_giou_aux_dn: 1.971156 loss: 14.146707 eta: 31 days, 23:51:05 batch_cost: 0.5938 data_cost: 0.0709 ips: 13.4716 images/s
[08/14 10:52:42] ppdet.engine INFO: Epoch: [0] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.892445 loss_bbox: 0.262916 loss_giou: 0.857246 loss_class_aux: 2.542745 loss_bbox_aux: 0.894516 loss_giou_aux: 2.788437 loss_class_dn: 0.488487 loss_bbox_dn: 0.336995 loss_giou_dn: 0.872254 loss_class_aux_dn: 0.922882 loss_bbox_aux_dn: 0.735752 loss_giou_aux_dn: 1.890037 loss: 13.591255 eta: 32 days, 7:01:49 batch_cost: 0.8317 data_cost: 0.1889 ips: 9.6191 images/s
[08/14 10:55:10] ppdet.engine INFO: Epoch: [0] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.916625 loss_bbox: 0.276286 loss_giou: 0.859877 loss_class_aux: 2.585173 loss_bbox_aux: 0.923135 loss_giou_aux: 2.759331 loss_class_dn: 0.492184 loss_bbox_dn: 0.356181 loss_giou_dn: 0.870427 loss_class_aux_dn: 0.949438 loss_bbox_aux_dn: 0.773980 loss_giou_aux_dn: 1.889343 loss: 13.747344 eta: 32 days, 6:06:31 batch_cost: 0.7024 data_cost: 0.0561 ips: 11.3888 images/s
[08/14 10:57:37] ppdet.engine INFO: Epoch: [0] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.899318 loss_bbox: 0.281845 loss_giou: 0.896107 loss_class_aux: 2.581985 loss_bbox_aux: 0.941582 loss_giou_aux: 2.894421 loss_class_dn: 0.502800 loss_bbox_dn: 0.348522 loss_giou_dn: 0.875628 loss_class_aux_dn: 0.971719 loss_bbox_aux_dn: 0.751015 loss_giou_aux_dn: 1.917312 loss: 14.310990 eta: 32 days, 4:52:42 batch_cost: 0.6951 data_cost: 0.0520 ips: 11.5094 images/s
[08/14 11:00:06] ppdet.engine INFO: Epoch: [0] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.893547 loss_bbox: 0.263038 loss_giou: 0.870517 loss_class_aux: 2.584503 loss_bbox_aux: 0.884767 loss_giou_aux: 2.825540 loss_class_dn: 0.498096 loss_bbox_dn: 0.338739 loss_giou_dn: 0.871874 loss_class_aux_dn: 0.957486 loss_bbox_aux_dn: 0.742407 loss_giou_aux_dn: 1.900453 loss: 13.772796 eta: 32 days, 4:11:48 batch_cost: 0.7036 data_cost: 0.0257 ips: 11.3708 images/s
[08/14 11:02:22] ppdet.engine INFO: Epoch: [0] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.897721 loss_bbox: 0.258086 loss_giou: 0.842364 loss_class_aux: 2.580469 loss_bbox_aux: 0.883658 loss_giou_aux: 2.732680 loss_class_dn: 0.485697 loss_bbox_dn: 0.336026 loss_giou_dn: 0.843378 loss_class_aux_dn: 0.939677 loss_bbox_aux_dn: 0.741586 loss_giou_aux_dn: 1.835717 loss: 13.385886 eta: 32 days, 0:23:37 batch_cost: 0.6387 data_cost: 0.0099 ips: 12.5249 images/s
[08/14 11:04:45] ppdet.engine INFO: Epoch: [0] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.950767 loss_bbox: 0.270151 loss_giou: 0.920236 loss_class_aux: 2.750518 loss_bbox_aux: 0.931880 loss_giou_aux: 2.934929 loss_class_dn: 0.521920 loss_bbox_dn: 0.344264 loss_giou_dn: 0.903681 loss_class_aux_dn: 1.019318 loss_bbox_aux_dn: 0.759038 loss_giou_aux_dn: 1.986580 loss: 14.542104 eta: 31 days, 22:22:15 batch_cost: 0.6697 data_cost: 0.0206 ips: 11.9458 images/s
[08/14 11:07:01] ppdet.engine INFO: Epoch: [0] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.929165 loss_bbox: 0.255350 loss_giou: 0.880032 loss_class_aux: 2.654943 loss_bbox_aux: 0.860190 loss_giou_aux: 2.824521 loss_class_dn: 0.491428 loss_bbox_dn: 0.325423 loss_giou_dn: 0.852743 loss_class_aux_dn: 0.956979 loss_bbox_aux_dn: 0.710493 loss_giou_aux_dn: 1.840085 loss: 13.741405 eta: 31 days, 19:11:01 batch_cost: 0.6401 data_cost: 0.0413 ips: 12.4980 images/s
[08/14 11:09:29] ppdet.engine INFO: Epoch: [0] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.924396 loss_bbox: 0.257817 loss_giou: 0.845485 loss_class_aux: 2.649366 loss_bbox_aux: 0.870310 loss_giou_aux: 2.757626 loss_class_dn: 0.498114 loss_bbox_dn: 0.331702 loss_giou_dn: 0.847617 loss_class_aux_dn: 0.973769 loss_bbox_aux_dn: 0.724872 loss_giou_aux_dn: 1.845412 loss: 13.569345 eta: 31 days, 18:52:39 batch_cost: 0.7010 data_cost: 0.0315 ips: 11.4118 images/s
[08/14 11:12:01] ppdet.engine INFO: Epoch: [0] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.905125 loss_bbox: 0.259263 loss_giou: 0.870811 loss_class_aux: 2.579768 loss_bbox_aux: 0.866052 loss_giou_aux: 2.806101 loss_class_dn: 0.477301 loss_bbox_dn: 0.322145 loss_giou_dn: 0.832209 loss_class_aux_dn: 0.935014 loss_bbox_aux_dn: 0.715678 loss_giou_aux_dn: 1.826564 loss: 13.520716 eta: 31 days, 19:19:47 batch_cost: 0.7188 data_cost: 0.0630 ips: 11.1296 images/s
[08/14 11:14:05] ppdet.engine INFO: Epoch: [0] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.918772 loss_bbox: 0.255407 loss_giou: 0.883383 loss_class_aux: 2.646010 loss_bbox_aux: 0.863022 loss_giou_aux: 2.864199 loss_class_dn: 0.498850 loss_bbox_dn: 0.320396 loss_giou_dn: 0.864559 loss_class_aux_dn: 0.975809 loss_bbox_aux_dn: 0.699373 loss_giou_aux_dn: 1.878787 loss: 13.784934 eta: 31 days, 14:09:35 batch_cost: 0.5790 data_cost: 0.0347 ips: 13.8168 images/s
[08/14 11:16:18] ppdet.engine INFO: Epoch: [0] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.900715 loss_bbox: 0.245288 loss_giou: 0.784526 loss_class_aux: 2.633976 loss_bbox_aux: 0.821692 loss_giou_aux: 2.555019 loss_class_dn: 0.470667 loss_bbox_dn: 0.318720 loss_giou_dn: 0.799862 loss_class_aux_dn: 0.927431 loss_bbox_aux_dn: 0.691363 loss_giou_aux_dn: 1.743010 loss: 13.072004 eta: 31 days, 11:09:43 batch_cost: 0.6259 data_cost: 0.0493 ips: 12.7822 images/s
[08/14 11:18:54] ppdet.engine INFO: Epoch: [0] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.900981 loss_bbox: 0.245242 loss_giou: 0.884886 loss_class_aux: 2.576789 loss_bbox_aux: 0.826968 loss_giou_aux: 2.845215 loss_class_dn: 0.486155 loss_bbox_dn: 0.304518 loss_giou_dn: 0.839409 loss_class_aux_dn: 0.955661 loss_bbox_aux_dn: 0.666956 loss_giou_aux_dn: 1.827268 loss: 13.235632 eta: 31 days, 12:34:12 batch_cost: 0.7388 data_cost: 0.1355 ips: 10.8281 images/s
[08/14 11:21:18] ppdet.engine INFO: Epoch: [0] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.905434 loss_bbox: 0.256002 loss_giou: 0.832357 loss_class_aux: 2.563937 loss_bbox_aux: 0.856169 loss_giou_aux: 2.718545 loss_class_dn: 0.488032 loss_bbox_dn: 0.323817 loss_giou_dn: 0.825513 loss_class_aux_dn: 0.953847 loss_bbox_aux_dn: 0.707129 loss_giou_aux_dn: 1.820471 loss: 13.551517 eta: 31 days, 11:42:35 batch_cost: 0.6784 data_cost: 0.0355 ips: 11.7921 images/s
[08/14 11:23:39] ppdet.engine INFO: Epoch: [0] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.907966 loss_bbox: 0.246471 loss_giou: 0.856465 loss_class_aux: 2.593113 loss_bbox_aux: 0.837574 loss_giou_aux: 2.708779 loss_class_dn: 0.490469 loss_bbox_dn: 0.322201 loss_giou_dn: 0.828987 loss_class_aux_dn: 0.974502 loss_bbox_aux_dn: 0.698077 loss_giou_aux_dn: 1.817028 loss: 13.432911 eta: 31 days, 10:28:59 batch_cost: 0.6664 data_cost: 0.0479 ips: 12.0055 images/s
[08/14 11:26:04] ppdet.engine INFO: Epoch: [0] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.922663 loss_bbox: 0.254293 loss_giou: 0.862842 loss_class_aux: 2.635635 loss_bbox_aux: 0.846360 loss_giou_aux: 2.744937 loss_class_dn: 0.486017 loss_bbox_dn: 0.311943 loss_giou_dn: 0.821886 loss_class_aux_dn: 0.961706 loss_bbox_aux_dn: 0.689582 loss_giou_aux_dn: 1.785949 loss: 13.284675 eta: 31 days, 9:51:20 batch_cost: 0.6819 data_cost: 0.0794 ips: 11.7314 images/s
[08/14 11:28:32] ppdet.engine INFO: Epoch: [0] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.886332 loss_bbox: 0.258268 loss_giou: 0.885047 loss_class_aux: 2.576208 loss_bbox_aux: 0.882043 loss_giou_aux: 2.845462 loss_class_dn: 0.501517 loss_bbox_dn: 0.323305 loss_giou_dn: 0.838663 loss_class_aux_dn: 0.991886 loss_bbox_aux_dn: 0.714594 loss_giou_aux_dn: 1.839773 loss: 13.589974 eta: 31 days, 9:54:25 batch_cost: 0.7016 data_cost: 0.1062 ips: 11.4022 images/s
[08/14 11:31:04] ppdet.engine INFO: Epoch: [0] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.895276 loss_bbox: 0.244680 loss_giou: 0.796544 loss_class_aux: 2.631005 loss_bbox_aux: 0.831115 loss_giou_aux: 2.573844 loss_class_dn: 0.488858 loss_bbox_dn: 0.310098 loss_giou_dn: 0.796444 loss_class_aux_dn: 0.962551 loss_bbox_aux_dn: 0.687996 loss_giou_aux_dn: 1.747663 loss: 13.307342 eta: 31 days, 10:35:18 batch_cost: 0.7216 data_cost: 0.0231 ips: 11.0858 images/s
[08/14 11:33:33] ppdet.engine INFO: Epoch: [0] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.907306 loss_bbox: 0.241335 loss_giou: 0.793967 loss_class_aux: 2.641628 loss_bbox_aux: 0.801921 loss_giou_aux: 2.531232 loss_class_dn: 0.491315 loss_bbox_dn: 0.300962 loss_giou_dn: 0.772005 loss_class_aux_dn: 0.968931 loss_bbox_aux_dn: 0.663054 loss_giou_aux_dn: 1.698947 loss: 12.911685 eta: 31 days, 10:41:45 batch_cost: 0.7044 data_cost: 0.0165 ips: 11.3579 images/s
[08/14 11:35:49] ppdet.engine INFO: Epoch: [0] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.903204 loss_bbox: 0.253640 loss_giou: 0.864091 loss_class_aux: 2.624966 loss_bbox_aux: 0.839394 loss_giou_aux: 2.765683 loss_class_dn: 0.493324 loss_bbox_dn: 0.309817 loss_giou_dn: 0.830897 loss_class_aux_dn: 0.979398 loss_bbox_aux_dn: 0.670033 loss_giou_aux_dn: 1.815290 loss: 13.662696 eta: 31 days, 8:49:43 batch_cost: 0.6387 data_cost: 0.0320 ips: 12.5254 images/s
[08/14 11:38:23] ppdet.engine INFO: Epoch: [0] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.922571 loss_bbox: 0.239116 loss_giou: 0.845992 loss_class_aux: 2.684841 loss_bbox_aux: 0.794133 loss_giou_aux: 2.729049 loss_class_dn: 0.507238 loss_bbox_dn: 0.313650 loss_giou_dn: 0.815275 loss_class_aux_dn: 0.992110 loss_bbox_aux_dn: 0.683657 loss_giou_aux_dn: 1.788906 loss: 13.266253 eta: 31 days, 9:48:12 batch_cost: 0.7328 data_cost: 0.0581 ips: 10.9167 images/s
[08/14 11:40:55] ppdet.engine INFO: Epoch: [0] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.902304 loss_bbox: 0.241578 loss_giou: 0.822057 loss_class_aux: 2.612499 loss_bbox_aux: 0.812235 loss_giou_aux: 2.668357 loss_class_dn: 0.480348 loss_bbox_dn: 0.307021 loss_giou_dn: 0.792805 loss_class_aux_dn: 0.954190 loss_bbox_aux_dn: 0.677481 loss_giou_aux_dn: 1.752306 loss: 12.946666 eta: 31 days, 10:25:26 batch_cost: 0.7222 data_cost: 0.0467 ips: 11.0768 images/s
[08/14 11:43:24] ppdet.engine INFO: Epoch: [0] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.878046 loss_bbox: 0.235564 loss_giou: 0.803794 loss_class_aux: 2.599740 loss_bbox_aux: 0.794089 loss_giou_aux: 2.583447 loss_class_dn: 0.487462 loss_bbox_dn: 0.302182 loss_giou_dn: 0.781551 loss_class_aux_dn: 0.981239 loss_bbox_aux_dn: 0.658226 loss_giou_aux_dn: 1.709997 loss: 12.844259 eta: 31 days, 10:29:04 batch_cost: 0.7032 data_cost: 0.0714 ips: 11.3768 images/s
[08/14 11:46:06] ppdet.engine INFO: Epoch: [0] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.854826 loss_bbox: 0.235782 loss_giou: 0.787989 loss_class_aux: 2.509432 loss_bbox_aux: 0.798486 loss_giou_aux: 2.581934 loss_class_dn: 0.476683 loss_bbox_dn: 0.302654 loss_giou_dn: 0.777225 loss_class_aux_dn: 0.942131 loss_bbox_aux_dn: 0.667080 loss_giou_aux_dn: 1.714477 loss: 12.901358 eta: 31 days, 12:24:59 batch_cost: 0.7728 data_cost: 0.1208 ips: 10.3518 images/s
[08/14 11:48:50] ppdet.engine INFO: Epoch: [0] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.920367 loss_bbox: 0.245954 loss_giou: 0.863480 loss_class_aux: 2.688645 loss_bbox_aux: 0.825077 loss_giou_aux: 2.769209 loss_class_dn: 0.502525 loss_bbox_dn: 0.297693 loss_giou_dn: 0.834558 loss_class_aux_dn: 1.004448 loss_bbox_aux_dn: 0.657403 loss_giou_aux_dn: 1.810390 loss: 13.655072 eta: 31 days, 14:24:07 batch_cost: 0.7785 data_cost: 0.0832 ips: 10.2761 images/s
[08/14 11:51:06] ppdet.engine INFO: Epoch: [0] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.884886 loss_bbox: 0.229344 loss_giou: 0.822351 loss_class_aux: 2.601892 loss_bbox_aux: 0.776161 loss_giou_aux: 2.644227 loss_class_dn: 0.475367 loss_bbox_dn: 0.283546 loss_giou_dn: 0.772119 loss_class_aux_dn: 0.956450 loss_bbox_aux_dn: 0.631148 loss_giou_aux_dn: 1.704849 loss: 13.064662 eta: 31 days, 12:50:56 batch_cost: 0.6444 data_cost: 0.0222 ips: 12.4143 images/s
[08/14 11:53:33] ppdet.engine INFO: Epoch: [0] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.859040 loss_bbox: 0.211546 loss_giou: 0.761286 loss_class_aux: 2.519093 loss_bbox_aux: 0.720742 loss_giou_aux: 2.422736 loss_class_dn: 0.465504 loss_bbox_dn: 0.280077 loss_giou_dn: 0.740917 loss_class_aux_dn: 0.930061 loss_bbox_aux_dn: 0.616682 loss_giou_aux_dn: 1.628909 loss: 12.385726 eta: 31 days, 12:34:54 batch_cost: 0.6929 data_cost: 0.0746 ips: 11.5460 images/s
[08/14 11:55:59] ppdet.engine INFO: Epoch: [0] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.887063 loss_bbox: 0.232784 loss_giou: 0.767596 loss_class_aux: 2.576695 loss_bbox_aux: 0.784095 loss_giou_aux: 2.449596 loss_class_dn: 0.467448 loss_bbox_dn: 0.309450 loss_giou_dn: 0.729663 loss_class_aux_dn: 0.940447 loss_bbox_aux_dn: 0.677051 loss_giou_aux_dn: 1.607529 loss: 12.447600 eta: 31 days, 12:14:01 batch_cost: 0.6892 data_cost: 0.0238 ips: 11.6082 images/s
[08/14 11:58:22] ppdet.engine INFO: Epoch: [0] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.884101 loss_bbox: 0.229962 loss_giou: 0.772970 loss_class_aux: 2.581939 loss_bbox_aux: 0.760830 loss_giou_aux: 2.491796 loss_class_dn: 0.470599 loss_bbox_dn: 0.301993 loss_giou_dn: 0.744546 loss_class_aux_dn: 0.947601 loss_bbox_aux_dn: 0.669009 loss_giou_aux_dn: 1.656405 loss: 12.565868 eta: 31 days, 11:34:49 batch_cost: 0.6759 data_cost: 0.0723 ips: 11.8369 images/s
[08/14 12:00:53] ppdet.engine INFO: Epoch: [0] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.880049 loss_bbox: 0.239960 loss_giou: 0.836676 loss_class_aux: 2.594056 loss_bbox_aux: 0.783528 loss_giou_aux: 2.634286 loss_class_dn: 0.489825 loss_bbox_dn: 0.296012 loss_giou_dn: 0.776775 loss_class_aux_dn: 0.981378 loss_bbox_aux_dn: 0.657327 loss_giou_aux_dn: 1.700636 loss: 12.877633 eta: 31 days, 11:54:46 batch_cost: 0.7168 data_cost: 0.0310 ips: 11.1611 images/s
[08/14 12:03:46] ppdet.engine INFO: Epoch: [0] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.905675 loss_bbox: 0.226661 loss_giou: 0.746004 loss_class_aux: 2.650273 loss_bbox_aux: 0.770956 loss_giou_aux: 2.392375 loss_class_dn: 0.477680 loss_bbox_dn: 0.305049 loss_giou_dn: 0.756952 loss_class_aux_dn: 0.956965 loss_bbox_aux_dn: 0.674510 loss_giou_aux_dn: 1.653854 loss: 12.861053 eta: 31 days, 14:41:46 batch_cost: 0.8243 data_cost: 0.0596 ips: 9.7047 images/s
[08/14 12:06:03] ppdet.engine INFO: Epoch: [0] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.861710 loss_bbox: 0.223347 loss_giou: 0.720337 loss_class_aux: 2.533900 loss_bbox_aux: 0.742943 loss_giou_aux: 2.301111 loss_class_dn: 0.470680 loss_bbox_dn: 0.285305 loss_giou_dn: 0.703628 loss_class_aux_dn: 0.952660 loss_bbox_aux_dn: 0.630167 loss_giou_aux_dn: 1.536389 loss: 12.264576 eta: 31 days, 13:25:37 batch_cost: 0.6491 data_cost: 0.0196 ips: 12.3248 images/s
[08/14 12:08:22] ppdet.engine INFO: Epoch: [0] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.917303 loss_bbox: 0.236343 loss_giou: 0.826856 loss_class_aux: 2.674950 loss_bbox_aux: 0.779724 loss_giou_aux: 2.629247 loss_class_dn: 0.480347 loss_bbox_dn: 0.294165 loss_giou_dn: 0.773185 loss_class_aux_dn: 0.968745 loss_bbox_aux_dn: 0.658724 loss_giou_aux_dn: 1.703009 loss: 12.820994 eta: 31 days, 12:15:14 batch_cost: 0.6512 data_cost: 0.0842 ips: 12.2854 images/s
[08/14 12:10:46] ppdet.engine INFO: Epoch: [0] [10000/54024] learning_rate: 0.000100 loss_class: 0.908694 loss_bbox: 0.239973 loss_giou: 0.828536 loss_class_aux: 2.695371 loss_bbox_aux: 0.797236 loss_giou_aux: 2.641966 loss_class_dn: 0.502450 loss_bbox_dn: 0.297383 loss_giou_dn: 0.791182 loss_class_aux_dn: 1.010760 loss_bbox_aux_dn: 0.658863 loss_giou_aux_dn: 1.727431 loss: 13.148565 eta: 31 days, 11:50:05 batch_cost: 0.6840 data_cost: 0.0599 ips: 11.6952 images/s
[08/14 12:12:59] ppdet.engine INFO: Epoch: [0] [10200/54024] learning_rate: 0.000100 loss_class: 0.876574 loss_bbox: 0.221765 loss_giou: 0.745295 loss_class_aux: 2.577276 loss_bbox_aux: 0.733140 loss_giou_aux: 2.409911 loss_class_dn: 0.479383 loss_bbox_dn: 0.276524 loss_giou_dn: 0.715158 loss_class_aux_dn: 0.944734 loss_bbox_aux_dn: 0.606324 loss_giou_aux_dn: 1.557509 loss: 12.306666 eta: 31 days, 10:06:33 batch_cost: 0.6215 data_cost: 0.0226 ips: 12.8717 images/s
[08/14 12:15:34] ppdet.engine INFO: Epoch: [0] [10400/54024] learning_rate: 0.000100 loss_class: 0.856337 loss_bbox: 0.209550 loss_giou: 0.752847 loss_class_aux: 2.538605 loss_bbox_aux: 0.708097 loss_giou_aux: 2.431902 loss_class_dn: 0.459556 loss_bbox_dn: 0.266733 loss_giou_dn: 0.717081 loss_class_aux_dn: 0.932863 loss_bbox_aux_dn: 0.585686 loss_giou_aux_dn: 1.588940 loss: 12.282624 eta: 31 days, 10:46:13 batch_cost: 0.7336 data_cost: 0.0433 ips: 10.9059 images/s
[08/14 12:17:53] ppdet.engine INFO: Epoch: [0] [10600/54024] learning_rate: 0.000100 loss_class: 0.907599 loss_bbox: 0.231615 loss_giou: 0.799516 loss_class_aux: 2.658360 loss_bbox_aux: 0.782060 loss_giou_aux: 2.576985 loss_class_dn: 0.490425 loss_bbox_dn: 0.286890 loss_giou_dn: 0.769110 loss_class_aux_dn: 0.987284 loss_bbox_aux_dn: 0.642407 loss_giou_aux_dn: 1.683281 loss: 12.870046 eta: 31 days, 9:46:52 batch_cost: 0.6537 data_cost: 0.0362 ips: 12.2385 images/s
[08/14 12:20:14] ppdet.engine INFO: Epoch: [0] [10800/54024] learning_rate: 0.000100 loss_class: 0.867470 loss_bbox: 0.224564 loss_giou: 0.790267 loss_class_aux: 2.541581 loss_bbox_aux: 0.739550 loss_giou_aux: 2.502323 loss_class_dn: 0.471468 loss_bbox_dn: 0.269410 loss_giou_dn: 0.755441 loss_class_aux_dn: 0.952746 loss_bbox_aux_dn: 0.596156 loss_giou_aux_dn: 1.638774 loss: 12.492681 eta: 31 days, 8:57:42 batch_cost: 0.6604 data_cost: 0.0771 ips: 12.1136 images/s
[08/14 12:22:44] ppdet.engine INFO: Epoch: [0] [11000/54024] learning_rate: 0.000100 loss_class: 0.881179 loss_bbox: 0.225988 loss_giou: 0.773437 loss_class_aux: 2.595584 loss_bbox_aux: 0.745276 loss_giou_aux: 2.479036 loss_class_dn: 0.477028 loss_bbox_dn: 0.287134 loss_giou_dn: 0.743590 loss_class_aux_dn: 0.969831 loss_bbox_aux_dn: 0.633369 loss_giou_aux_dn: 1.630173 loss: 12.584388 eta: 31 days, 9:12:42 batch_cost: 0.7136 data_cost: 0.0966 ips: 11.2112 images/s
[08/14 12:25:01] ppdet.engine INFO: Epoch: [0] [11200/54024] learning_rate: 0.000100 loss_class: 0.887512 loss_bbox: 0.218103 loss_giou: 0.823685 loss_class_aux: 2.595617 loss_bbox_aux: 0.727261 loss_giou_aux: 2.668415 loss_class_dn: 0.487939 loss_bbox_dn: 0.288743 loss_giou_dn: 0.779323 loss_class_aux_dn: 0.975017 loss_bbox_aux_dn: 0.641768 loss_giou_aux_dn: 1.697479 loss: 12.922915 eta: 31 days, 8:09:35 batch_cost: 0.6464 data_cost: 0.0651 ips: 12.3759 images/s
[08/14 12:27:52] ppdet.engine INFO: Epoch: [0] [11400/54024] learning_rate: 0.000100 loss_class: 0.848267 loss_bbox: 0.220398 loss_giou: 0.781175 loss_class_aux: 2.504693 loss_bbox_aux: 0.740240 loss_giou_aux: 2.563531 loss_class_dn: 0.468408 loss_bbox_dn: 0.286728 loss_giou_dn: 0.756576 loss_class_aux_dn: 0.954261 loss_bbox_aux_dn: 0.620545 loss_giou_aux_dn: 1.655597 loss: 12.602314 eta: 31 days, 10:19:29 batch_cost: 0.8148 data_cost: 0.1352 ips: 9.8189 images/s
[08/14 12:30:06] ppdet.engine INFO: Epoch: [0] [11600/54024] learning_rate: 0.000100 loss_class: 0.891525 loss_bbox: 0.225779 loss_giou: 0.816770 loss_class_aux: 2.643083 loss_bbox_aux: 0.758791 loss_giou_aux: 2.584517 loss_class_dn: 0.481426 loss_bbox_dn: 0.281080 loss_giou_dn: 0.762725 loss_class_aux_dn: 0.976415 loss_bbox_aux_dn: 0.627466 loss_giou_aux_dn: 1.671549 loss: 12.781852 eta: 31 days, 8:57:42 batch_cost: 0.6289 data_cost: 0.0130 ips: 12.7207 images/s
[08/14 12:32:29] ppdet.engine INFO: Epoch: [0] [11800/54024] learning_rate: 0.000100 loss_class: 0.897455 loss_bbox: 0.219353 loss_giou: 0.788468 loss_class_aux: 2.623477 loss_bbox_aux: 0.747216 loss_giou_aux: 2.544336 loss_class_dn: 0.478825 loss_bbox_dn: 0.285171 loss_giou_dn: 0.745268 loss_class_aux_dn: 0.978514 loss_bbox_aux_dn: 0.632233 loss_giou_aux_dn: 1.619731 loss: 12.449193 eta: 31 days, 8:30:30 batch_cost: 0.6763 data_cost: 0.1037 ips: 11.8299 images/s
[08/14 12:34:35] ppdet.engine INFO: Epoch: [0] [12000/54024] learning_rate: 0.000100 loss_class: 0.879930 loss_bbox: 0.214306 loss_giou: 0.781475 loss_class_aux: 2.593034 loss_bbox_aux: 0.726435 loss_giou_aux: 2.519052 loss_class_dn: 0.474112 loss_bbox_dn: 0.289198 loss_giou_dn: 0.758798 loss_class_aux_dn: 0.959550 loss_bbox_aux_dn: 0.623838 loss_giou_aux_dn: 1.650690 loss: 12.842008 eta: 31 days, 6:29:43 batch_cost: 0.5886 data_cost: 0.0071 ips: 13.5918 images/s
[08/14 12:37:20] ppdet.engine INFO: Epoch: [0] [12200/54024] learning_rate: 0.000100 loss_class: 0.887297 loss_bbox: 0.220835 loss_giou: 0.818097 loss_class_aux: 2.619694 loss_bbox_aux: 0.722254 loss_giou_aux: 2.618301 loss_class_dn: 0.493037 loss_bbox_dn: 0.276472 loss_giou_dn: 0.752208 loss_class_aux_dn: 0.987720 loss_bbox_aux_dn: 0.615370 loss_giou_aux_dn: 1.659122 loss: 12.884626 eta: 31 days, 7:57:18 batch_cost: 0.7816 data_cost: 0.1046 ips: 10.2352 images/s
[08/14 12:39:36] ppdet.engine INFO: Epoch: [0] [12400/54024] learning_rate: 0.000100 loss_class: 0.900276 loss_bbox: 0.224976 loss_giou: 0.785022 loss_class_aux: 2.671131 loss_bbox_aux: 0.741205 loss_giou_aux: 2.530840 loss_class_dn: 0.483801 loss_bbox_dn: 0.281766 loss_giou_dn: 0.752446 loss_class_aux_dn: 0.988180 loss_bbox_aux_dn: 0.626645 loss_giou_aux_dn: 1.651050 loss: 12.554369 eta: 31 days, 6:52:47 batch_cost: 0.6385 data_cost: 0.0334 ips: 12.5299 images/s
[08/14 12:42:18] ppdet.engine INFO: Epoch: [0] [12600/54024] learning_rate: 0.000100 loss_class: 0.912404 loss_bbox: 0.228660 loss_giou: 0.798528 loss_class_aux: 2.688822 loss_bbox_aux: 0.767271 loss_giou_aux: 2.584452 loss_class_dn: 0.472621 loss_bbox_dn: 0.286040 loss_giou_dn: 0.759414 loss_class_aux_dn: 0.979579 loss_bbox_aux_dn: 0.629134 loss_giou_aux_dn: 1.657556 loss: 12.703561 eta: 31 days, 8:10:22 batch_cost: 0.7751 data_cost: 0.0703 ips: 10.3214 images/s
[08/14 12:44:40] ppdet.engine INFO: Epoch: [0] [12800/54024] learning_rate: 0.000100 loss_class: 0.844980 loss_bbox: 0.211148 loss_giou: 0.741776 loss_class_aux: 2.498798 loss_bbox_aux: 0.710253 loss_giou_aux: 2.379556 loss_class_dn: 0.459673 loss_bbox_dn: 0.257923 loss_giou_dn: 0.693588 loss_class_aux_dn: 0.932717 loss_bbox_aux_dn: 0.579461 loss_giou_aux_dn: 1.522642 loss: 11.958328 eta: 31 days, 7:38:31 batch_cost: 0.6692 data_cost: 0.0486 ips: 11.9553 images/s
[08/14 12:47:27] ppdet.engine INFO: Epoch: [0] [13000/54024] learning_rate: 0.000100 loss_class: 0.870299 loss_bbox: 0.216660 loss_giou: 0.747832 loss_class_aux: 2.604525 loss_bbox_aux: 0.724520 loss_giou_aux: 2.394687 loss_class_dn: 0.469402 loss_bbox_dn: 0.277418 loss_giou_dn: 0.733442 loss_class_aux_dn: 0.956692 loss_bbox_aux_dn: 0.614055 loss_giou_aux_dn: 1.605790 loss: 12.606945 eta: 31 days, 9:10:58 batch_cost: 0.7933 data_cost: 0.0394 ips: 10.0844 images/s
[08/14 12:49:37] ppdet.engine INFO: Epoch: [0] [13200/54024] learning_rate: 0.000100 loss_class: 0.872410 loss_bbox: 0.202913 loss_giou: 0.779114 loss_class_aux: 2.574127 loss_bbox_aux: 0.680049 loss_giou_aux: 2.498189 loss_class_dn: 0.469192 loss_bbox_dn: 0.269222 loss_giou_dn: 0.751337 loss_class_aux_dn: 0.963971 loss_bbox_aux_dn: 0.597795 loss_giou_aux_dn: 1.641416 loss: 12.393274 eta: 31 days, 7:46:11 batch_cost: 0.6152 data_cost: 0.0745 ips: 13.0041 images/s
[08/14 12:52:10] ppdet.engine INFO: Epoch: [0] [13400/54024] learning_rate: 0.000100 loss_class: 0.890502 loss_bbox: 0.223585 loss_giou: 0.759169 loss_class_aux: 2.636469 loss_bbox_aux: 0.733395 loss_giou_aux: 2.434341 loss_class_dn: 0.469927 loss_bbox_dn: 0.272409 loss_giou_dn: 0.720072 loss_class_aux_dn: 0.970303 loss_bbox_aux_dn: 0.606496 loss_giou_aux_dn: 1.589422 loss: 12.542702 eta: 31 days, 8:08:59 batch_cost: 0.7242 data_cost: 0.1128 ips: 11.0468 images/s
[08/14 12:54:47] ppdet.engine INFO: Epoch: [0] [13600/54024] learning_rate: 0.000100 loss_class: 0.869257 loss_bbox: 0.223736 loss_giou: 0.783125 loss_class_aux: 2.587424 loss_bbox_aux: 0.757713 loss_giou_aux: 2.515611 loss_class_dn: 0.486009 loss_bbox_dn: 0.269915 loss_giou_dn: 0.753703 loss_class_aux_dn: 0.989109 loss_bbox_aux_dn: 0.621514 loss_giou_aux_dn: 1.635146 loss: 12.734081 eta: 31 days, 8:47:05 batch_cost: 0.7411 data_cost: 0.0120 ips: 10.7948 images/s
[08/14 12:57:02] ppdet.engine INFO: Epoch: [0] [13800/54024] learning_rate: 0.000100 loss_class: 0.877091 loss_bbox: 0.216577 loss_giou: 0.767475 loss_class_aux: 2.599689 loss_bbox_aux: 0.727580 loss_giou_aux: 2.469007 loss_class_dn: 0.470901 loss_bbox_dn: 0.270714 loss_giou_dn: 0.741244 loss_class_aux_dn: 0.969414 loss_bbox_aux_dn: 0.608981 loss_giou_aux_dn: 1.616032 loss: 12.456985 eta: 31 days, 7:47:06 batch_cost: 0.6376 data_cost: 0.0131 ips: 12.5476 images/s
[08/14 12:59:21] ppdet.engine INFO: Epoch: [0] [14000/54024] learning_rate: 0.000100 loss_class: 0.877515 loss_bbox: 0.213320 loss_giou: 0.761882 loss_class_aux: 2.613096 loss_bbox_aux: 0.708375 loss_giou_aux: 2.432929 loss_class_dn: 0.459676 loss_bbox_dn: 0.273657 loss_giou_dn: 0.719920 loss_class_aux_dn: 0.935476 loss_bbox_aux_dn: 0.601499 loss_giou_aux_dn: 1.593369 loss: 12.414444 eta: 31 days, 7:00:59 batch_cost: 0.6508 data_cost: 0.0849 ips: 12.2925 images/s
[08/14 13:01:41] ppdet.engine INFO: Epoch: [0] [14200/54024] learning_rate: 0.000100 loss_class: 0.856755 loss_bbox: 0.201220 loss_giou: 0.733481 loss_class_aux: 2.585233 loss_bbox_aux: 0.671687 loss_giou_aux: 2.354936 loss_class_dn: 0.462773 loss_bbox_dn: 0.257213 loss_giou_dn: 0.713662 loss_class_aux_dn: 0.946406 loss_bbox_aux_dn: 0.572695 loss_giou_aux_dn: 1.584124 loss: 12.157013 eta: 31 days, 6:25:45 batch_cost: 0.6614 data_cost: 0.0894 ips: 12.0951 images/s
[08/14 13:04:10] ppdet.engine INFO: Epoch: [0] [14400/54024] learning_rate: 0.000100 loss_class: 0.876918 loss_bbox: 0.210475 loss_giou: 0.706155 loss_class_aux: 2.616254 loss_bbox_aux: 0.704109 loss_giou_aux: 2.281311 loss_class_dn: 0.459718 loss_bbox_dn: 0.268020 loss_giou_dn: 0.693801 loss_class_aux_dn: 0.952063 loss_bbox_aux_dn: 0.612582 loss_giou_aux_dn: 1.538877 loss: 12.231327 eta: 31 days, 6:33:33 batch_cost: 0.7084 data_cost: 0.0141 ips: 11.2937 images/s
[08/14 13:06:32] ppdet.engine INFO: Epoch: [0] [14600/54024] learning_rate: 0.000100 loss_class: 0.828116 loss_bbox: 0.210159 loss_giou: 0.755490 loss_class_aux: 2.457514 loss_bbox_aux: 0.705329 loss_giou_aux: 2.454593 loss_class_dn: 0.442717 loss_bbox_dn: 0.263560 loss_giou_dn: 0.710312 loss_class_aux_dn: 0.915019 loss_bbox_aux_dn: 0.585267 loss_giou_aux_dn: 1.574745 loss: 12.044691 eta: 31 days, 6:08:16 batch_cost: 0.6713 data_cost: 0.0705 ips: 11.9175 images/s
[08/14 13:09:29] ppdet.engine INFO: Epoch: [0] [14800/54024] learning_rate: 0.000100 loss_class: 0.884401 loss_bbox: 0.216610 loss_giou: 0.739072 loss_class_aux: 2.622754 loss_bbox_aux: 0.728432 loss_giou_aux: 2.398375 loss_class_dn: 0.471705 loss_bbox_dn: 0.271977 loss_giou_dn: 0.720556 loss_class_aux_dn: 0.966014 loss_bbox_aux_dn: 0.612777 loss_giou_aux_dn: 1.589859 loss: 12.220393 eta: 31 days, 8:11:27 batch_cost: 0.8407 data_cost: 0.0885 ips: 9.5159 images/s
[08/14 13:11:38] ppdet.engine INFO: Epoch: [0] [15000/54024] learning_rate: 0.000100 loss_class: 0.856054 loss_bbox: 0.211777 loss_giou: 0.718595 loss_class_aux: 2.627260 loss_bbox_aux: 0.710608 loss_giou_aux: 2.296317 loss_class_dn: 0.451954 loss_bbox_dn: 0.262609 loss_giou_dn: 0.705216 loss_class_aux_dn: 0.936536 loss_bbox_aux_dn: 0.598035 loss_giou_aux_dn: 1.566485 loss: 12.178797 eta: 31 days, 6:48:06 batch_cost: 0.6047 data_cost: 0.0332 ips: 13.2292 images/s
[08/14 13:13:59] ppdet.engine INFO: Epoch: [0] [15200/54024] learning_rate: 0.000100 loss_class: 0.886372 loss_bbox: 0.206966 loss_giou: 0.764822 loss_class_aux: 2.669368 loss_bbox_aux: 0.691678 loss_giou_aux: 2.438042 loss_class_dn: 0.467527 loss_bbox_dn: 0.253521 loss_giou_dn: 0.714417 loss_class_aux_dn: 0.975592 loss_bbox_aux_dn: 0.559821 loss_giou_aux_dn: 1.559153 loss: 12.265440 eta: 31 days, 6:18:41 batch_cost: 0.6657 data_cost: 0.0832 ips: 12.0178 images/s
[08/14 13:16:15] ppdet.engine INFO: Epoch: [0] [15400/54024] learning_rate: 0.000100 loss_class: 0.858192 loss_bbox: 0.205359 loss_giou: 0.761239 loss_class_aux: 2.554597 loss_bbox_aux: 0.679955 loss_giou_aux: 2.459819 loss_class_dn: 0.471647 loss_bbox_dn: 0.263906 loss_giou_dn: 0.726362 loss_class_aux_dn: 0.961355 loss_bbox_aux_dn: 0.586597 loss_giou_aux_dn: 1.588560 loss: 12.334723 eta: 31 days, 5:26:15 batch_cost: 0.6374 data_cost: 0.0201 ips: 12.5513 images/s
[08/14 13:18:21] ppdet.engine INFO: Epoch: [0] [15600/54024] learning_rate: 0.000100 loss_class: 0.866556 loss_bbox: 0.212099 loss_giou: 0.743521 loss_class_aux: 2.582689 loss_bbox_aux: 0.691542 loss_giou_aux: 2.397586 loss_class_dn: 0.475863 loss_bbox_dn: 0.264515 loss_giou_dn: 0.716866 loss_class_aux_dn: 0.976474 loss_bbox_aux_dn: 0.582954 loss_giou_aux_dn: 1.575088 loss: 12.250432 eta: 31 days, 3:53:57 batch_cost: 0.5877 data_cost: 0.0371 ips: 13.6130 images/s
[08/14 13:20:36] ppdet.engine INFO: Epoch: [0] [15800/54024] learning_rate: 0.000100 loss_class: 0.865581 loss_bbox: 0.201316 loss_giou: 0.738391 loss_class_aux: 2.569352 loss_bbox_aux: 0.680752 loss_giou_aux: 2.348627 loss_class_dn: 0.457982 loss_bbox_dn: 0.250933 loss_giou_dn: 0.701412 loss_class_aux_dn: 0.949181 loss_bbox_aux_dn: 0.563358 loss_giou_aux_dn: 1.534414 loss: 12.167696 eta: 31 days, 3:02:00 batch_cost: 0.6343 data_cost: 0.0755 ips: 12.6132 images/s
[08/14 13:22:54] ppdet.engine INFO: Epoch: [0] [16000/54024] learning_rate: 0.000100 loss_class: 0.884515 loss_bbox: 0.196876 loss_giou: 0.718401 loss_class_aux: 2.637290 loss_bbox_aux: 0.659642 loss_giou_aux: 2.312346 loss_class_dn: 0.460805 loss_bbox_dn: 0.259209 loss_giou_dn: 0.692271 loss_class_aux_dn: 0.951668 loss_bbox_aux_dn: 0.585842 loss_giou_aux_dn: 1.551426 loss: 12.011252 eta: 31 days, 2:26:04 batch_cost: 0.6525 data_cost: 0.1193 ips: 12.2598 images/s
[08/14 13:25:17] ppdet.engine INFO: Epoch: [0] [16200/54024] learning_rate: 0.000100 loss_class: 0.858958 loss_bbox: 0.214571 loss_giou: 0.780001 loss_class_aux: 2.577868 loss_bbox_aux: 0.722823 loss_giou_aux: 2.478256 loss_class_dn: 0.467973 loss_bbox_dn: 0.261961 loss_giou_dn: 0.731315 loss_class_aux_dn: 0.965506 loss_bbox_aux_dn: 0.577185 loss_giou_aux_dn: 1.600193 loss: 12.392971 eta: 31 days, 2:07:14 batch_cost: 0.6730 data_cost: 0.0433 ips: 11.8877 images/s
[08/14 13:27:39] ppdet.engine INFO: Epoch: [0] [16400/54024] learning_rate: 0.000100 loss_class: 0.898898 loss_bbox: 0.214109 loss_giou: 0.810704 loss_class_aux: 2.673966 loss_bbox_aux: 0.722723 loss_giou_aux: 2.603085 loss_class_dn: 0.484190 loss_bbox_dn: 0.263911 loss_giou_dn: 0.743695 loss_class_aux_dn: 0.994579 loss_bbox_aux_dn: 0.589127 loss_giou_aux_dn: 1.646322 loss: 12.532172 eta: 31 days, 1:46:07 batch_cost: 0.6695 data_cost: 0.1098 ips: 11.9484 images/s
[08/14 13:30:17] ppdet.engine INFO: Epoch: [0] [16600/54024] learning_rate: 0.000100 loss_class: 0.864568 loss_bbox: 0.219970 loss_giou: 0.792653 loss_class_aux: 2.612111 loss_bbox_aux: 0.717483 loss_giou_aux: 2.488700 loss_class_dn: 0.456019 loss_bbox_dn: 0.265120 loss_giou_dn: 0.738716 loss_class_aux_dn: 0.947623 loss_bbox_aux_dn: 0.598281 loss_giou_aux_dn: 1.593581 loss: 12.205199 eta: 31 days, 2:31:46 batch_cost: 0.7548 data_cost: 0.0389 ips: 10.5988 images/s
[08/14 13:32:23] ppdet.engine INFO: Epoch: [0] [16800/54024] learning_rate: 0.000100 loss_class: 0.849495 loss_bbox: 0.208731 loss_giou: 0.692262 loss_class_aux: 2.511881 loss_bbox_aux: 0.702981 loss_giou_aux: 2.208006 loss_class_dn: 0.445169 loss_bbox_dn: 0.274428 loss_giou_dn: 0.663184 loss_class_aux_dn: 0.924189 loss_bbox_aux_dn: 0.613040 loss_giou_aux_dn: 1.457359 loss: 11.699724 eta: 31 days, 1:08:22 batch_cost: 0.5884 data_cost: 0.0083 ips: 13.5971 images/s
[08/14 13:34:47] ppdet.engine INFO: Epoch: [0] [17000/54024] learning_rate: 0.000100 loss_class: 0.858598 loss_bbox: 0.216273 loss_giou: 0.766330 loss_class_aux: 2.581287 loss_bbox_aux: 0.721500 loss_giou_aux: 2.462881 loss_class_dn: 0.468274 loss_bbox_dn: 0.271091 loss_giou_dn: 0.726016 loss_class_aux_dn: 0.961496 loss_bbox_aux_dn: 0.598838 loss_giou_aux_dn: 1.587882 loss: 12.328907 eta: 31 days, 0:58:10 batch_cost: 0.6822 data_cost: 0.0231 ips: 11.7261 images/s
[08/14 13:37:22] ppdet.engine INFO: Epoch: [0] [17200/54024] learning_rate: 0.000100 loss_class: 0.852561 loss_bbox: 0.195600 loss_giou: 0.763999 loss_class_aux: 2.557313 loss_bbox_aux: 0.671614 loss_giou_aux: 2.467823 loss_class_dn: 0.472595 loss_bbox_dn: 0.251891 loss_giou_dn: 0.730204 loss_class_aux_dn: 0.978125 loss_bbox_aux_dn: 0.565750 loss_giou_aux_dn: 1.616791 loss: 12.481816 eta: 31 days, 1:27:28 batch_cost: 0.7346 data_cost: 0.0499 ips: 10.8898 images/s
[08/14 13:39:27] ppdet.engine INFO: Epoch: [0] [17400/54024] learning_rate: 0.000100 loss_class: 0.845285 loss_bbox: 0.206447 loss_giou: 0.727630 loss_class_aux: 2.532682 loss_bbox_aux: 0.697139 loss_giou_aux: 2.359604 loss_class_dn: 0.448749 loss_bbox_dn: 0.263913 loss_giou_dn: 0.706909 loss_class_aux_dn: 0.922425 loss_bbox_aux_dn: 0.591232 loss_giou_aux_dn: 1.544303 loss: 11.938579 eta: 31 days, 0:05:31 batch_cost: 0.5856 data_cost: 0.0297 ips: 13.6604 images/s
[08/14 13:41:49] ppdet.engine INFO: Epoch: [0] [17600/54024] learning_rate: 0.000100 loss_class: 0.864888 loss_bbox: 0.211520 loss_giou: 0.757362 loss_class_aux: 2.596078 loss_bbox_aux: 0.714119 loss_giou_aux: 2.447917 loss_class_dn: 0.463046 loss_bbox_dn: 0.265727 loss_giou_dn: 0.718867 loss_class_aux_dn: 0.959156 loss_bbox_aux_dn: 0.592885 loss_giou_aux_dn: 1.575868 loss: 12.190574 eta: 30 days, 23:46:20 batch_cost: 0.6688 data_cost: 0.0324 ips: 11.9625 images/s
[08/14 13:44:06] ppdet.engine INFO: Epoch: [0] [17800/54024] learning_rate: 0.000100 loss_class: 0.853636 loss_bbox: 0.200805 loss_giou: 0.679937 loss_class_aux: 2.566323 loss_bbox_aux: 0.679028 loss_giou_aux: 2.215684 loss_class_dn: 0.447096 loss_bbox_dn: 0.264874 loss_giou_dn: 0.670743 loss_class_aux_dn: 0.925419 loss_bbox_aux_dn: 0.583416 loss_giou_aux_dn: 1.509077 loss: 11.951267 eta: 30 days, 23:11:40 batch_cost: 0.6469 data_cost: 0.0345 ips: 12.3674 images/s
[08/14 13:46:30] ppdet.engine INFO: Epoch: [0] [18000/54024] learning_rate: 0.000100 loss_class: 0.874074 loss_bbox: 0.204174 loss_giou: 0.739073 loss_class_aux: 2.601531 loss_bbox_aux: 0.691837 loss_giou_aux: 2.369701 loss_class_dn: 0.460308 loss_bbox_dn: 0.254755 loss_giou_dn: 0.695552 loss_class_aux_dn: 0.954053 loss_bbox_aux_dn: 0.571393 loss_giou_aux_dn: 1.527266 loss: 12.074875 eta: 30 days, 23:01:26 batch_cost: 0.6799 data_cost: 0.0150 ips: 11.7659 images/s
[08/14 13:48:52] ppdet.engine INFO: Epoch: [0] [18200/54024] learning_rate: 0.000100 loss_class: 0.874404 loss_bbox: 0.210041 loss_giou: 0.768615 loss_class_aux: 2.620375 loss_bbox_aux: 0.693104 loss_giou_aux: 2.451226 loss_class_dn: 0.468059 loss_bbox_dn: 0.260535 loss_giou_dn: 0.718967 loss_class_aux_dn: 0.972440 loss_bbox_aux_dn: 0.574622 loss_giou_aux_dn: 1.565236 loss: 12.400037 eta: 30 days, 22:46:16 batch_cost: 0.6727 data_cost: 0.0421 ips: 11.8917 images/s
[08/14 13:51:07] ppdet.engine INFO: Epoch: [0] [18400/54024] learning_rate: 0.000100 loss_class: 0.839150 loss_bbox: 0.202454 loss_giou: 0.714248 loss_class_aux: 2.514367 loss_bbox_aux: 0.676237 loss_giou_aux: 2.294183 loss_class_dn: 0.448266 loss_bbox_dn: 0.243264 loss_giou_dn: 0.697155 loss_class_aux_dn: 0.936379 loss_bbox_aux_dn: 0.549001 loss_giou_aux_dn: 1.525730 loss: 11.851181 eta: 30 days, 22:05:17 batch_cost: 0.6355 data_cost: 0.0827 ips: 12.5881 images/s
[08/14 13:53:42] ppdet.engine INFO: Epoch: [0] [18600/54024] learning_rate: 0.000100 loss_class: 0.868080 loss_bbox: 0.207646 loss_giou: 0.738699 loss_class_aux: 2.636047 loss_bbox_aux: 0.692111 loss_giou_aux: 2.355739 loss_class_dn: 0.469811 loss_bbox_dn: 0.268687 loss_giou_dn: 0.697221 loss_class_aux_dn: 0.965428 loss_bbox_aux_dn: 0.600184 loss_giou_aux_dn: 1.530312 loss: 12.093672 eta: 30 days, 22:35:27 batch_cost: 0.7369 data_cost: 0.0639 ips: 10.8567 images/s
[08/14 13:56:07] ppdet.engine INFO: Epoch: [0] [18800/54024] learning_rate: 0.000100 loss_class: 0.846734 loss_bbox: 0.195020 loss_giou: 0.721828 loss_class_aux: 2.517379 loss_bbox_aux: 0.658164 loss_giou_aux: 2.311162 loss_class_dn: 0.451829 loss_bbox_dn: 0.258285 loss_giou_dn: 0.695246 loss_class_aux_dn: 0.928330 loss_bbox_aux_dn: 0.578185 loss_giou_aux_dn: 1.533932 loss: 12.006409 eta: 30 days, 22:28:40 batch_cost: 0.6841 data_cost: 0.0353 ips: 11.6949 images/s
[08/14 13:58:40] ppdet.engine INFO: Epoch: [0] [19000/54024] learning_rate: 0.000100 loss_class: 0.861334 loss_bbox: 0.201409 loss_giou: 0.745445 loss_class_aux: 2.538778 loss_bbox_aux: 0.661495 loss_giou_aux: 2.402436 loss_class_dn: 0.458377 loss_bbox_dn: 0.247394 loss_giou_dn: 0.712723 loss_class_aux_dn: 0.949247 loss_bbox_aux_dn: 0.558482 loss_giou_aux_dn: 1.554581 loss: 11.779055 eta: 30 days, 22:51:51 batch_cost: 0.7280 data_cost: 0.0954 ips: 10.9884 images/s
[08/14 14:00:58] ppdet.engine INFO: Epoch: [0] [19200/54024] learning_rate: 0.000100 loss_class: 0.853158 loss_bbox: 0.194833 loss_giou: 0.683064 loss_class_aux: 2.584608 loss_bbox_aux: 0.643247 loss_giou_aux: 2.222550 loss_class_dn: 0.455620 loss_bbox_dn: 0.245321 loss_giou_dn: 0.670124 loss_class_aux_dn: 0.941490 loss_bbox_aux_dn: 0.547400 loss_giou_aux_dn: 1.465105 loss: 11.700511 eta: 30 days, 22:23:45 batch_cost: 0.6525 data_cost: 0.0630 ips: 12.2604 images/s
[08/14 14:03:12] ppdet.engine INFO: Epoch: [0] [19400/54024] learning_rate: 0.000100 loss_class: 0.875675 loss_bbox: 0.208264 loss_giou: 0.764141 loss_class_aux: 2.652051 loss_bbox_aux: 0.700608 loss_giou_aux: 2.437316 loss_class_dn: 0.463788 loss_bbox_dn: 0.252676 loss_giou_dn: 0.697031 loss_class_aux_dn: 0.962773 loss_bbox_aux_dn: 0.567341 loss_giou_aux_dn: 1.559896 loss: 12.133040 eta: 30 days, 21:39:29 batch_cost: 0.6274 data_cost: 0.0161 ips: 12.7510 images/s
[08/14 14:05:41] ppdet.engine INFO: Epoch: [0] [19600/54024] learning_rate: 0.000100 loss_class: 0.804714 loss_bbox: 0.203188 loss_giou: 0.736688 loss_class_aux: 2.426759 loss_bbox_aux: 0.680895 loss_giou_aux: 2.362976 loss_class_dn: 0.441336 loss_bbox_dn: 0.257172 loss_giou_dn: 0.683688 loss_class_aux_dn: 0.908977 loss_bbox_aux_dn: 0.571506 loss_giou_aux_dn: 1.514082 loss: 11.731460 eta: 30 days, 21:45:14 batch_cost: 0.7021 data_cost: 0.0162 ips: 11.3944 images/s
[08/14 14:08:14] ppdet.engine INFO: Epoch: [0] [19800/54024] learning_rate: 0.000100 loss_class: 0.847162 loss_bbox: 0.202250 loss_giou: 0.753043 loss_class_aux: 2.562415 loss_bbox_aux: 0.674939 loss_giou_aux: 2.405750 loss_class_dn: 0.449436 loss_bbox_dn: 0.260469 loss_giou_dn: 0.695817 loss_class_aux_dn: 0.935381 loss_bbox_aux_dn: 0.573753 loss_giou_aux_dn: 1.551149 loss: 12.067682 eta: 30 days, 22:06:26 batch_cost: 0.7260 data_cost: 0.0585 ips: 11.0185 images/s
[08/14 14:10:28] ppdet.engine INFO: Epoch: [0] [20000/54024] learning_rate: 0.000100 loss_class: 0.853732 loss_bbox: 0.203758 loss_giou: 0.759473 loss_class_aux: 2.570915 loss_bbox_aux: 0.681132 loss_giou_aux: 2.442723 loss_class_dn: 0.463939 loss_bbox_dn: 0.257151 loss_giou_dn: 0.722299 loss_class_aux_dn: 0.957664 loss_bbox_aux_dn: 0.574143 loss_giou_aux_dn: 1.590022 loss: 12.342589 eta: 30 days, 21:26:22 batch_cost: 0.6318 data_cost: 0.0188 ips: 12.6625 images/s
[08/14 14:12:57] ppdet.engine INFO: Epoch: [0] [20200/54024] learning_rate: 0.000100 loss_class: 0.846743 loss_bbox: 0.199753 loss_giou: 0.743161 loss_class_aux: 2.526227 loss_bbox_aux: 0.654321 loss_giou_aux: 2.363696 loss_class_dn: 0.442406 loss_bbox_dn: 0.249179 loss_giou_dn: 0.684525 loss_class_aux_dn: 0.921631 loss_bbox_aux_dn: 0.557460 loss_giou_aux_dn: 1.514335 loss: 11.861756 eta: 30 days, 21:32:24 batch_cost: 0.7028 data_cost: 0.0886 ips: 11.3829 images/s
[08/14 14:15:47] ppdet.engine INFO: Epoch: [0] [20400/54024] learning_rate: 0.000100 loss_class: 0.848246 loss_bbox: 0.204536 loss_giou: 0.725702 loss_class_aux: 2.535311 loss_bbox_aux: 0.674728 loss_giou_aux: 2.321822 loss_class_dn: 0.463455 loss_bbox_dn: 0.260388 loss_giou_dn: 0.711749 loss_class_aux_dn: 0.954900 loss_bbox_aux_dn: 0.582159 loss_giou_aux_dn: 1.558522 loss: 11.981524 eta: 30 days, 22:47:46 batch_cost: 0.8127 data_cost: 0.0258 ips: 9.8432 images/s
[08/14 14:18:28] ppdet.engine INFO: Epoch: [0] [20600/54024] learning_rate: 0.000100 loss_class: 0.827243 loss_bbox: 0.192830 loss_giou: 0.740443 loss_class_aux: 2.482954 loss_bbox_aux: 0.642776 loss_giou_aux: 2.405199 loss_class_dn: 0.442297 loss_bbox_dn: 0.240816 loss_giou_dn: 0.687632 loss_class_aux_dn: 0.926033 loss_bbox_aux_dn: 0.547957 loss_giou_aux_dn: 1.520160 loss: 11.894425 eta: 30 days, 23:28:50 batch_cost: 0.7604 data_cost: 0.0948 ips: 10.5213 images/s
[08/14 14:20:59] ppdet.engine INFO: Epoch: [0] [20800/54024] learning_rate: 0.000100 loss_class: 0.841602 loss_bbox: 0.196606 loss_giou: 0.733766 loss_class_aux: 2.556626 loss_bbox_aux: 0.668351 loss_giou_aux: 2.372924 loss_class_dn: 0.459526 loss_bbox_dn: 0.240559 loss_giou_dn: 0.695690 loss_class_aux_dn: 0.952358 loss_bbox_aux_dn: 0.553148 loss_giou_aux_dn: 1.522633 loss: 11.942792 eta: 30 days, 23:42:59 batch_cost: 0.7183 data_cost: 0.0982 ips: 11.1371 images/s
[08/14 14:23:18] ppdet.engine INFO: Epoch: [0] [21000/54024] learning_rate: 0.000100 loss_class: 0.848433 loss_bbox: 0.192740 loss_giou: 0.728696 loss_class_aux: 2.594384 loss_bbox_aux: 0.644942 loss_giou_aux: 2.303313 loss_class_dn: 0.453591 loss_bbox_dn: 0.248488 loss_giou_dn: 0.672413 loss_class_aux_dn: 0.956170 loss_bbox_aux_dn: 0.566557 loss_giou_aux_dn: 1.475443 loss: 11.884892 eta: 30 days, 23:21:10 batch_cost: 0.6602 data_cost: 0.0080 ips: 12.1167 images/s
[08/14 14:25:55] ppdet.engine INFO: Epoch: [0] [21200/54024] learning_rate: 0.000100 loss_class: 0.872614 loss_bbox: 0.193432 loss_giou: 0.681115 loss_class_aux: 2.619428 loss_bbox_aux: 0.644128 loss_giou_aux: 2.225652 loss_class_dn: 0.468542 loss_bbox_dn: 0.250710 loss_giou_dn: 0.662938 loss_class_aux_dn: 0.976588 loss_bbox_aux_dn: 0.555043 loss_giou_aux_dn: 1.494985 loss: 12.057114 eta: 30 days, 23:50:21 batch_cost: 0.7435 data_cost: 0.0893 ips: 10.7601 images/s
[08/14 14:27:56] ppdet.engine INFO: Epoch: [0] [21400/54024] learning_rate: 0.000100 loss_class: 0.855521 loss_bbox: 0.192994 loss_giou: 0.727123 loss_class_aux: 2.580865 loss_bbox_aux: 0.663670 loss_giou_aux: 2.328438 loss_class_dn: 0.452186 loss_bbox_dn: 0.243269 loss_giou_dn: 0.699344 loss_class_aux_dn: 0.945405 loss_bbox_aux_dn: 0.542549 loss_giou_aux_dn: 1.523145 loss: 11.894690 eta: 30 days, 22:29:26 batch_cost: 0.5617 data_cost: 0.0208 ips: 14.2418 images/s
[08/14 14:30:01] ppdet.engine INFO: Epoch: [0] [21600/54024] learning_rate: 0.000100 loss_class: 0.812725 loss_bbox: 0.194374 loss_giou: 0.697857 loss_class_aux: 2.460031 loss_bbox_aux: 0.645190 loss_giou_aux: 2.223004 loss_class_dn: 0.446598 loss_bbox_dn: 0.252026 loss_giou_dn: 0.659875 loss_class_aux_dn: 0.934776 loss_bbox_aux_dn: 0.565034 loss_giou_aux_dn: 1.484147 loss: 11.767757 eta: 30 days, 21:24:10 batch_cost: 0.5855 data_cost: 0.0114 ips: 13.6637 images/s
[08/14 14:32:21] ppdet.engine INFO: Epoch: [0] [21800/54024] learning_rate: 0.000100 loss_class: 0.874090 loss_bbox: 0.202369 loss_giou: 0.742396 loss_class_aux: 2.623591 loss_bbox_aux: 0.663753 loss_giou_aux: 2.386533 loss_class_dn: 0.468346 loss_bbox_dn: 0.242597 loss_giou_dn: 0.686868 loss_class_aux_dn: 0.974554 loss_bbox_aux_dn: 0.554924 loss_giou_aux_dn: 1.525986 loss: 12.124135 eta: 30 days, 21:03:50 batch_cost: 0.6595 data_cost: 0.0332 ips: 12.1298 images/s
[08/14 14:34:30] ppdet.engine INFO: Epoch: [0] [22000/54024] learning_rate: 0.000100 loss_class: 0.833199 loss_bbox: 0.209701 loss_giou: 0.743004 loss_class_aux: 2.499017 loss_bbox_aux: 0.692117 loss_giou_aux: 2.390465 loss_class_dn: 0.453555 loss_bbox_dn: 0.261915 loss_giou_dn: 0.692724 loss_class_aux_dn: 0.951527 loss_bbox_aux_dn: 0.582842 loss_giou_aux_dn: 1.507339 loss: 11.855073 eta: 30 days, 20:14:02 batch_cost: 0.6087 data_cost: 0.0427 ips: 13.1435 images/s
[08/14 14:36:36] ppdet.engine INFO: Epoch: [0] [22200/54024] learning_rate: 0.000100 loss_class: 0.855469 loss_bbox: 0.199283 loss_giou: 0.741743 loss_class_aux: 2.570108 loss_bbox_aux: 0.670359 loss_giou_aux: 2.396347 loss_class_dn: 0.449660 loss_bbox_dn: 0.250117 loss_giou_dn: 0.693343 loss_class_aux_dn: 0.952617 loss_bbox_aux_dn: 0.564016 loss_giou_aux_dn: 1.514660 loss: 12.103882 eta: 30 days, 19:12:40 batch_cost: 0.5873 data_cost: 0.0361 ips: 13.6226 images/s
[08/14 14:39:04] ppdet.engine INFO: Epoch: [0] [22400/54024] learning_rate: 0.000100 loss_class: 0.847830 loss_bbox: 0.191637 loss_giou: 0.691439 loss_class_aux: 2.567739 loss_bbox_aux: 0.632495 loss_giou_aux: 2.182678 loss_class_dn: 0.457698 loss_bbox_dn: 0.245442 loss_giou_dn: 0.666310 loss_class_aux_dn: 0.964803 loss_bbox_aux_dn: 0.556425 loss_giou_aux_dn: 1.472065 loss: 11.740653 eta: 30 days, 19:17:31 batch_cost: 0.7005 data_cost: 0.1292 ips: 11.4205 images/s
[08/14 14:41:27] ppdet.engine INFO: Epoch: [0] [22600/54024] learning_rate: 0.000100 loss_class: 0.870463 loss_bbox: 0.203553 loss_giou: 0.774220 loss_class_aux: 2.625190 loss_bbox_aux: 0.681375 loss_giou_aux: 2.492386 loss_class_dn: 0.469742 loss_bbox_dn: 0.250863 loss_giou_dn: 0.726390 loss_class_aux_dn: 0.976321 loss_bbox_aux_dn: 0.567083 loss_giou_aux_dn: 1.579941 loss: 12.611007 eta: 30 days, 19:08:49 batch_cost: 0.6770 data_cost: 0.0560 ips: 11.8174 images/s
[08/14 14:43:52] ppdet.engine INFO: Epoch: [0] [22800/54024] learning_rate: 0.000100 loss_class: 0.864890 loss_bbox: 0.207585 loss_giou: 0.709774 loss_class_aux: 2.583938 loss_bbox_aux: 0.702570 loss_giou_aux: 2.282779 loss_class_dn: 0.449285 loss_bbox_dn: 0.258091 loss_giou_dn: 0.682097 loss_class_aux_dn: 0.946812 loss_bbox_aux_dn: 0.581262 loss_giou_aux_dn: 1.519147 loss: 12.108987 eta: 30 days, 19:03:36 batch_cost: 0.6829 data_cost: 0.0500 ips: 11.7145 images/s
[08/14 14:46:06] ppdet.engine INFO: Epoch: [0] [23000/54024] learning_rate: 0.000100 loss_class: 0.860474 loss_bbox: 0.196492 loss_giou: 0.738922 loss_class_aux: 2.618650 loss_bbox_aux: 0.647993 loss_giou_aux: 2.393059 loss_class_dn: 0.458272 loss_bbox_dn: 0.234806 loss_giou_dn: 0.694994 loss_class_aux_dn: 0.969481 loss_bbox_aux_dn: 0.524028 loss_giou_aux_dn: 1.517107 loss: 12.029355 eta: 30 days, 18:30:23 batch_cost: 0.6329 data_cost: 0.0720 ips: 12.6409 images/s
[08/14 14:48:27] ppdet.engine INFO: Epoch: [0] [23200/54024] learning_rate: 0.000100 loss_class: 0.826543 loss_bbox: 0.194984 loss_giou: 0.766963 loss_class_aux: 2.508667 loss_bbox_aux: 0.646353 loss_giou_aux: 2.421493 loss_class_dn: 0.448272 loss_bbox_dn: 0.241414 loss_giou_dn: 0.689146 loss_class_aux_dn: 0.937986 loss_bbox_aux_dn: 0.539404 loss_giou_aux_dn: 1.518345 loss: 11.923764 eta: 30 days, 18:16:34 batch_cost: 0.6668 data_cost: 0.0762 ips: 11.9971 images/s
[08/14 14:50:55] ppdet.engine INFO: Epoch: [0] [23400/54024] learning_rate: 0.000100 loss_class: 0.863663 loss_bbox: 0.202467 loss_giou: 0.698849 loss_class_aux: 2.595670 loss_bbox_aux: 0.669657 loss_giou_aux: 2.258731 loss_class_dn: 0.456609 loss_bbox_dn: 0.248997 loss_giou_dn: 0.666002 loss_class_aux_dn: 0.951066 loss_bbox_aux_dn: 0.567948 loss_giou_aux_dn: 1.472567 loss: 11.962121 eta: 30 days, 18:20:49 batch_cost: 0.6993 data_cost: 0.1123 ips: 11.4408 images/s
[08/14 14:53:15] ppdet.engine INFO: Epoch: [0] [23600/54024] learning_rate: 0.000100 loss_class: 0.851548 loss_bbox: 0.196164 loss_giou: 0.683319 loss_class_aux: 2.555709 loss_bbox_aux: 0.654628 loss_giou_aux: 2.168470 loss_class_dn: 0.435868 loss_bbox_dn: 0.253924 loss_giou_dn: 0.641785 loss_class_aux_dn: 0.907288 loss_bbox_aux_dn: 0.572609 loss_giou_aux_dn: 1.441955 loss: 11.338017 eta: 30 days, 18:04:18 batch_cost: 0.6614 data_cost: 0.0351 ips: 12.0950 images/s
[08/14 14:55:48] ppdet.engine INFO: Epoch: [0] [23800/54024] learning_rate: 0.000100 loss_class: 0.850392 loss_bbox: 0.197471 loss_giou: 0.697847 loss_class_aux: 2.554995 loss_bbox_aux: 0.664911 loss_giou_aux: 2.249224 loss_class_dn: 0.459834 loss_bbox_dn: 0.251894 loss_giou_dn: 0.691284 loss_class_aux_dn: 0.966470 loss_bbox_aux_dn: 0.566758 loss_giou_aux_dn: 1.523357 loss: 12.045733 eta: 30 days, 18:22:44 batch_cost: 0.7255 data_cost: 0.0574 ips: 11.0262 images/s
[08/14 14:58:00] ppdet.engine INFO: Epoch: [0] [24000/54024] learning_rate: 0.000100 loss_class: 0.835537 loss_bbox: 0.197450 loss_giou: 0.755707 loss_class_aux: 2.539356 loss_bbox_aux: 0.636784 loss_giou_aux: 2.418707 loss_class_dn: 0.442486 loss_bbox_dn: 0.247879 loss_giou_dn: 0.707541 loss_class_aux_dn: 0.937609 loss_bbox_aux_dn: 0.553000 loss_giou_aux_dn: 1.550460 loss: 11.797015 eta: 30 days, 17:46:17 batch_cost: 0.6239 data_cost: 0.0288 ips: 12.8216 images/s
[08/14 15:00:11] ppdet.engine INFO: Epoch: [0] [24200/54024] learning_rate: 0.000100 loss_class: 0.825276 loss_bbox: 0.192216 loss_giou: 0.729165 loss_class_aux: 2.522767 loss_bbox_aux: 0.637715 loss_giou_aux: 2.329156 loss_class_dn: 0.444207 loss_bbox_dn: 0.236850 loss_giou_dn: 0.674025 loss_class_aux_dn: 0.936243 loss_bbox_aux_dn: 0.537501 loss_giou_aux_dn: 1.483912 loss: 11.543796 eta: 30 days, 17:05:29 batch_cost: 0.6147 data_cost: 0.0115 ips: 13.0134 images/s
[08/14 15:02:51] ppdet.engine INFO: Epoch: [0] [24400/54024] learning_rate: 0.000100 loss_class: 0.847719 loss_bbox: 0.196462 loss_giou: 0.715300 loss_class_aux: 2.571798 loss_bbox_aux: 0.650790 loss_giou_aux: 2.299270 loss_class_dn: 0.451211 loss_bbox_dn: 0.235630 loss_giou_dn: 0.668675 loss_class_aux_dn: 0.952201 loss_bbox_aux_dn: 0.539825 loss_giou_aux_dn: 1.464809 loss: 11.671076 eta: 30 days, 17:43:28 batch_cost: 0.7627 data_cost: 0.1672 ips: 10.4889 images/s
[08/14 15:05:20] ppdet.engine INFO: Epoch: [0] [24600/54024] learning_rate: 0.000100 loss_class: 0.862133 loss_bbox: 0.200175 loss_giou: 0.724681 loss_class_aux: 2.599967 loss_bbox_aux: 0.662249 loss_giou_aux: 2.319490 loss_class_dn: 0.459534 loss_bbox_dn: 0.244992 loss_giou_dn: 0.684180 loss_class_aux_dn: 0.967360 loss_bbox_aux_dn: 0.557458 loss_giou_aux_dn: 1.511399 loss: 11.983962 eta: 30 days, 17:50:21 batch_cost: 0.7046 data_cost: 0.1199 ips: 11.3539 images/s
[08/14 15:07:39] ppdet.engine INFO: Epoch: [0] [24800/54024] learning_rate: 0.000100 loss_class: 0.863076 loss_bbox: 0.192482 loss_giou: 0.677096 loss_class_aux: 2.574429 loss_bbox_aux: 0.636091 loss_giou_aux: 2.184601 loss_class_dn: 0.444877 loss_bbox_dn: 0.243799 loss_giou_dn: 0.644225 loss_class_aux_dn: 0.944068 loss_bbox_aux_dn: 0.543847 loss_giou_aux_dn: 1.433892 loss: 11.549409 eta: 30 days, 17:29:30 batch_cost: 0.6515 data_cost: 0.0681 ips: 12.2791 images/s
[08/14 15:10:00] ppdet.engine INFO: Epoch: [0] [25000/54024] learning_rate: 0.000100 loss_class: 0.841304 loss_bbox: 0.190508 loss_giou: 0.690659 loss_class_aux: 2.554555 loss_bbox_aux: 0.624305 loss_giou_aux: 2.225343 loss_class_dn: 0.450262 loss_bbox_dn: 0.230060 loss_giou_dn: 0.649341 loss_class_aux_dn: 0.937318 loss_bbox_aux_dn: 0.518603 loss_giou_aux_dn: 1.432939 loss: 11.545586 eta: 30 days, 17:17:25 batch_cost: 0.6679 data_cost: 0.0254 ips: 11.9775 images/s
[08/14 15:12:10] ppdet.engine INFO: Epoch: [0] [25200/54024] learning_rate: 0.000100 loss_class: 0.833533 loss_bbox: 0.191291 loss_giou: 0.729375 loss_class_aux: 2.534587 loss_bbox_aux: 0.634812 loss_giou_aux: 2.330921 loss_class_dn: 0.449887 loss_bbox_dn: 0.234399 loss_giou_dn: 0.666720 loss_class_aux_dn: 0.946800 loss_bbox_aux_dn: 0.529848 loss_giou_aux_dn: 1.476659 loss: 11.761615 eta: 30 days, 16:36:32 batch_cost: 0.6113 data_cost: 0.0373 ips: 13.0867 images/s
[08/14 15:14:35] ppdet.engine INFO: Epoch: [0] [25400/54024] learning_rate: 0.000100 loss_class: 0.841001 loss_bbox: 0.186152 loss_giou: 0.671927 loss_class_aux: 2.534738 loss_bbox_aux: 0.622955 loss_giou_aux: 2.175606 loss_class_dn: 0.442561 loss_bbox_dn: 0.231854 loss_giou_dn: 0.650299 loss_class_aux_dn: 0.927112 loss_bbox_aux_dn: 0.523174 loss_giou_aux_dn: 1.446938 loss: 11.611727 eta: 30 days, 16:34:40 batch_cost: 0.6870 data_cost: 0.0594 ips: 11.6449 images/s
[08/14 15:16:46] ppdet.engine INFO: Epoch: [0] [25600/54024] learning_rate: 0.000100 loss_class: 0.858630 loss_bbox: 0.194339 loss_giou: 0.707776 loss_class_aux: 2.594209 loss_bbox_aux: 0.657724 loss_giou_aux: 2.295378 loss_class_dn: 0.453284 loss_bbox_dn: 0.250216 loss_giou_dn: 0.671289 loss_class_aux_dn: 0.945444 loss_bbox_aux_dn: 0.569647 loss_giou_aux_dn: 1.484392 loss: 11.829635 eta: 30 days, 15:57:33 batch_cost: 0.6170 data_cost: 0.0547 ips: 12.9668 images/s
[08/14 15:19:01] ppdet.engine INFO: Epoch: [0] [25800/54024] learning_rate: 0.000100 loss_class: 0.847859 loss_bbox: 0.194548 loss_giou: 0.706700 loss_class_aux: 2.571500 loss_bbox_aux: 0.640617 loss_giou_aux: 2.272761 loss_class_dn: 0.450283 loss_bbox_dn: 0.251677 loss_giou_dn: 0.665628 loss_class_aux_dn: 0.945586 loss_bbox_aux_dn: 0.558310 loss_giou_aux_dn: 1.472211 loss: 11.658691 eta: 30 days, 15:30:57 batch_cost: 0.6369 data_cost: 0.0538 ips: 12.5600 images/s
[08/14 15:21:14] ppdet.engine INFO: Epoch: [0] [26000/54024] learning_rate: 0.000100 loss_class: 0.824853 loss_bbox: 0.191834 loss_giou: 0.676505 loss_class_aux: 2.524315 loss_bbox_aux: 0.627865 loss_giou_aux: 2.149415 loss_class_dn: 0.431140 loss_bbox_dn: 0.242749 loss_giou_dn: 0.636869 loss_class_aux_dn: 0.895006 loss_bbox_aux_dn: 0.548136 loss_giou_aux_dn: 1.414132 loss: 11.193598 eta: 30 days, 14:59:10 batch_cost: 0.6257 data_cost: 0.0060 ips: 12.7848 images/s
[08/14 15:23:28] ppdet.engine INFO: Epoch: [0] [26200/54024] learning_rate: 0.000100 loss_class: 0.825717 loss_bbox: 0.192579 loss_giou: 0.702535 loss_class_aux: 2.483670 loss_bbox_aux: 0.645442 loss_giou_aux: 2.251900 loss_class_dn: 0.436778 loss_bbox_dn: 0.244849 loss_giou_dn: 0.644471 loss_class_aux_dn: 0.928151 loss_bbox_aux_dn: 0.555677 loss_giou_aux_dn: 1.407066 loss: 11.519294 eta: 30 days, 14:29:38 batch_cost: 0.6294 data_cost: 0.0454 ips: 12.7112 images/s
[08/14 15:25:43] ppdet.engine INFO: Epoch: [0] [26400/54024] learning_rate: 0.000100 loss_class: 0.859275 loss_bbox: 0.203049 loss_giou: 0.705829 loss_class_aux: 2.586379 loss_bbox_aux: 0.672567 loss_giou_aux: 2.278046 loss_class_dn: 0.450086 loss_bbox_dn: 0.253100 loss_giou_dn: 0.666139 loss_class_aux_dn: 0.948935 loss_bbox_aux_dn: 0.562086 loss_giou_aux_dn: 1.480675 loss: 11.666682 eta: 30 days, 14:02:44 batch_cost: 0.6339 data_cost: 0.1076 ips: 12.6199 images/s
[08/14 15:27:53] ppdet.engine INFO: Epoch: [0] [26600/54024] learning_rate: 0.000100 loss_class: 0.852347 loss_bbox: 0.193930 loss_giou: 0.719555 loss_class_aux: 2.605108 loss_bbox_aux: 0.635863 loss_giou_aux: 2.303479 loss_class_dn: 0.450680 loss_bbox_dn: 0.239654 loss_giou_dn: 0.660089 loss_class_aux_dn: 0.946191 loss_bbox_aux_dn: 0.531644 loss_giou_aux_dn: 1.464794 loss: 11.673865 eta: 30 days, 13:26:40 batch_cost: 0.6142 data_cost: 0.0431 ips: 13.0242 images/s
[08/14 15:30:07] ppdet.engine INFO: Epoch: [0] [26800/54024] learning_rate: 0.000100 loss_class: 0.865904 loss_bbox: 0.196703 loss_giou: 0.732787 loss_class_aux: 2.612898 loss_bbox_aux: 0.645578 loss_giou_aux: 2.327836 loss_class_dn: 0.457666 loss_bbox_dn: 0.242429 loss_giou_dn: 0.682153 loss_class_aux_dn: 0.966938 loss_bbox_aux_dn: 0.546747 loss_giou_aux_dn: 1.511236 loss: 12.008431 eta: 30 days, 12:57:35 batch_cost: 0.6277 data_cost: 0.0410 ips: 12.7456 images/s
[08/14 15:32:42] ppdet.engine INFO: Epoch: [0] [27000/54024] learning_rate: 0.000100 loss_class: 0.839282 loss_bbox: 0.192076 loss_giou: 0.737234 loss_class_aux: 2.569111 loss_bbox_aux: 0.640750 loss_giou_aux: 2.362288 loss_class_dn: 0.442116 loss_bbox_dn: 0.238043 loss_giou_dn: 0.657015 loss_class_aux_dn: 0.930844 loss_bbox_aux_dn: 0.532410 loss_giou_aux_dn: 1.477273 loss: 11.485051 eta: 30 days, 13:21:52 batch_cost: 0.7388 data_cost: 0.0462 ips: 10.8286 images/s
[08/14 15:35:08] ppdet.engine INFO: Epoch: [0] [27200/54024] learning_rate: 0.000100 loss_class: 0.846875 loss_bbox: 0.197589 loss_giou: 0.725167 loss_class_aux: 2.568584 loss_bbox_aux: 0.658362 loss_giou_aux: 2.347351 loss_class_dn: 0.448393 loss_bbox_dn: 0.245463 loss_giou_dn: 0.683175 loss_class_aux_dn: 0.942000 loss_bbox_aux_dn: 0.553908 loss_giou_aux_dn: 1.519507 loss: 11.826172 eta: 30 days, 13:24:11 batch_cost: 0.6932 data_cost: 0.0764 ips: 11.5406 images/s
[08/14 15:37:24] ppdet.engine INFO: Epoch: [0] [27400/54024] learning_rate: 0.000100 loss_class: 0.870859 loss_bbox: 0.195930 loss_giou: 0.726307 loss_class_aux: 2.657015 loss_bbox_aux: 0.649787 loss_giou_aux: 2.304221 loss_class_dn: 0.462789 loss_bbox_dn: 0.239332 loss_giou_dn: 0.669229 loss_class_aux_dn: 0.985511 loss_bbox_aux_dn: 0.538115 loss_giou_aux_dn: 1.499476 loss: 11.955289 eta: 30 days, 13:00:41 batch_cost: 0.6384 data_cost: 0.0394 ips: 12.5316 images/s
[08/14 15:39:45] ppdet.engine INFO: Epoch: [0] [27600/54024] learning_rate: 0.000100 loss_class: 0.823377 loss_bbox: 0.189209 loss_giou: 0.697412 loss_class_aux: 2.486388 loss_bbox_aux: 0.635305 loss_giou_aux: 2.239793 loss_class_dn: 0.429501 loss_bbox_dn: 0.224639 loss_giou_dn: 0.666309 loss_class_aux_dn: 0.906642 loss_bbox_aux_dn: 0.512309 loss_giou_aux_dn: 1.471216 loss: 11.292513 eta: 30 days, 12:49:36 batch_cost: 0.6643 data_cost: 0.0113 ips: 12.0424 images/s
[08/14 15:42:08] ppdet.engine INFO: Epoch: [0] [27800/54024] learning_rate: 0.000100 loss_class: 0.871739 loss_bbox: 0.195068 loss_giou: 0.719482 loss_class_aux: 2.664878 loss_bbox_aux: 0.635874 loss_giou_aux: 2.270520 loss_class_dn: 0.442152 loss_bbox_dn: 0.249531 loss_giou_dn: 0.676225 loss_class_aux_dn: 0.941409 loss_bbox_aux_dn: 0.564674 loss_giou_aux_dn: 1.489111 loss: 11.707535 eta: 30 days, 12:45:06 batch_cost: 0.6783 data_cost: 0.0699 ips: 11.7943 images/s
[08/14 15:44:47] ppdet.engine INFO: Epoch: [0] [28000/54024] learning_rate: 0.000100 loss_class: 0.857305 loss_bbox: 0.188467 loss_giou: 0.667678 loss_class_aux: 2.618246 loss_bbox_aux: 0.634669 loss_giou_aux: 2.161095 loss_class_dn: 0.448103 loss_bbox_dn: 0.235970 loss_giou_dn: 0.644370 loss_class_aux_dn: 0.946005 loss_bbox_aux_dn: 0.533143 loss_giou_aux_dn: 1.424935 loss: 11.551702 eta: 30 days, 13:13:54 batch_cost: 0.7507 data_cost: 0.0424 ips: 10.6572 images/s
[08/14 15:47:02] ppdet.engine INFO: Epoch: [0] [28200/54024] learning_rate: 0.000100 loss_class: 0.871791 loss_bbox: 0.200355 loss_giou: 0.688752 loss_class_aux: 2.613228 loss_bbox_aux: 0.663564 loss_giou_aux: 2.212918 loss_class_dn: 0.447133 loss_bbox_dn: 0.251922 loss_giou_dn: 0.655834 loss_class_aux_dn: 0.951950 loss_bbox_aux_dn: 0.566770 loss_giou_aux_dn: 1.445038 loss: 11.467729 eta: 30 days, 12:49:13 batch_cost: 0.6345 data_cost: 0.0048 ips: 12.6090 images/s
[08/14 15:49:21] ppdet.engine INFO: Epoch: [0] [28400/54024] learning_rate: 0.000100 loss_class: 0.822736 loss_bbox: 0.185840 loss_giou: 0.706533 loss_class_aux: 2.530886 loss_bbox_aux: 0.603232 loss_giou_aux: 2.264222 loss_class_dn: 0.438579 loss_bbox_dn: 0.237068 loss_giou_dn: 0.660145 loss_class_aux_dn: 0.932613 loss_bbox_aux_dn: 0.543557 loss_giou_aux_dn: 1.449339 loss: 11.498103 eta: 30 days, 12:35:07 batch_cost: 0.6571 data_cost: 0.0291 ips: 12.1747 images/s
[08/14 15:51:33] ppdet.engine INFO: Epoch: [0] [28600/54024] learning_rate: 0.000100 loss_class: 0.897090 loss_bbox: 0.203291 loss_giou: 0.746589 loss_class_aux: 2.716230 loss_bbox_aux: 0.670131 loss_giou_aux: 2.416511 loss_class_dn: 0.459337 loss_bbox_dn: 0.247480 loss_giou_dn: 0.685593 loss_class_aux_dn: 0.970507 loss_bbox_aux_dn: 0.558277 loss_giou_aux_dn: 1.518520 loss: 12.192256 eta: 30 days, 12:05:38 batch_cost: 0.6225 data_cost: 0.0479 ips: 12.8510 images/s
[08/14 15:53:49] ppdet.engine INFO: Epoch: [0] [28800/54024] learning_rate: 0.000100 loss_class: 0.825565 loss_bbox: 0.186240 loss_giou: 0.643469 loss_class_aux: 2.531479 loss_bbox_aux: 0.615366 loss_giou_aux: 2.071290 loss_class_dn: 0.435127 loss_bbox_dn: 0.240135 loss_giou_dn: 0.625817 loss_class_aux_dn: 0.918450 loss_bbox_aux_dn: 0.550556 loss_giou_aux_dn: 1.389069 loss: 11.260870 eta: 30 days, 11:42:47 batch_cost: 0.6366 data_cost: 0.0438 ips: 12.5676 images/s
[08/14 15:56:06] ppdet.engine INFO: Epoch: [0] [29000/54024] learning_rate: 0.000100 loss_class: 0.826655 loss_bbox: 0.187088 loss_giou: 0.709613 loss_class_aux: 2.495917 loss_bbox_aux: 0.633477 loss_giou_aux: 2.258967 loss_class_dn: 0.444979 loss_bbox_dn: 0.238323 loss_giou_dn: 0.665490 loss_class_aux_dn: 0.942133 loss_bbox_aux_dn: 0.541968 loss_giou_aux_dn: 1.458331 loss: 11.835982 eta: 30 days, 11:24:31 batch_cost: 0.6462 data_cost: 0.0334 ips: 12.3800 images/s
[08/14 15:58:23] ppdet.engine INFO: Epoch: [0] [29200/54024] learning_rate: 0.000100 loss_class: 0.808387 loss_bbox: 0.196734 loss_giou: 0.720458 loss_class_aux: 2.478748 loss_bbox_aux: 0.635375 loss_giou_aux: 2.290344 loss_class_dn: 0.440824 loss_bbox_dn: 0.235300 loss_giou_dn: 0.671525 loss_class_aux_dn: 0.928011 loss_bbox_aux_dn: 0.524131 loss_giou_aux_dn: 1.497122 loss: 11.566880 eta: 30 days, 11:06:18 batch_cost: 0.6458 data_cost: 0.0258 ips: 12.3868 images/s
[08/14 16:00:49] ppdet.engine INFO: Epoch: [0] [29400/54024] learning_rate: 0.000100 loss_class: 0.806381 loss_bbox: 0.188553 loss_giou: 0.698327 loss_class_aux: 2.434961 loss_bbox_aux: 0.617975 loss_giou_aux: 2.237208 loss_class_dn: 0.426896 loss_bbox_dn: 0.236947 loss_giou_dn: 0.637331 loss_class_aux_dn: 0.910036 loss_bbox_aux_dn: 0.538186 loss_giou_aux_dn: 1.412764 loss: 11.251498 eta: 30 days, 11:07:49 batch_cost: 0.6904 data_cost: 0.0363 ips: 11.5870 images/s
[08/14 16:03:09] ppdet.engine INFO: Epoch: [0] [29600/54024] learning_rate: 0.000100 loss_class: 0.832202 loss_bbox: 0.186849 loss_giou: 0.656844 loss_class_aux: 2.570599 loss_bbox_aux: 0.618188 loss_giou_aux: 2.116391 loss_class_dn: 0.426495 loss_bbox_dn: 0.227872 loss_giou_dn: 0.634484 loss_class_aux_dn: 0.908415 loss_bbox_aux_dn: 0.522280 loss_giou_aux_dn: 1.407493 loss: 11.331096 eta: 30 days, 10:56:25 batch_cost: 0.6608 data_cost: 0.0518 ips: 12.1062 images/s
[08/14 16:05:38] ppdet.engine INFO: Epoch: [0] [29800/54024] learning_rate: 0.000100 loss_class: 0.834771 loss_bbox: 0.188221 loss_giou: 0.703498 loss_class_aux: 2.547310 loss_bbox_aux: 0.630041 loss_giou_aux: 2.247686 loss_class_dn: 0.438123 loss_bbox_dn: 0.231745 loss_giou_dn: 0.651443 loss_class_aux_dn: 0.917169 loss_bbox_aux_dn: 0.533416 loss_giou_aux_dn: 1.435504 loss: 11.516871 eta: 30 days, 11:05:24 batch_cost: 0.7078 data_cost: 0.1087 ips: 11.3030 images/s
[08/14 16:08:22] ppdet.engine INFO: Epoch: [0] [30000/54024] learning_rate: 0.000100 loss_class: 0.821070 loss_bbox: 0.182801 loss_giou: 0.693882 loss_class_aux: 2.498980 loss_bbox_aux: 0.613446 loss_giou_aux: 2.217245 loss_class_dn: 0.435496 loss_bbox_dn: 0.228991 loss_giou_dn: 0.641170 loss_class_aux_dn: 0.920671 loss_bbox_aux_dn: 0.540835 loss_giou_aux_dn: 1.412909 loss: 11.514940 eta: 30 days, 11:43:53 batch_cost: 0.7769 data_cost: 0.0633 ips: 10.2977 images/s
[08/14 16:10:54] ppdet.engine INFO: Epoch: [0] [30200/54024] learning_rate: 0.000100 loss_class: 0.838222 loss_bbox: 0.193285 loss_giou: 0.727867 loss_class_aux: 2.569666 loss_bbox_aux: 0.629677 loss_giou_aux: 2.344609 loss_class_dn: 0.437434 loss_bbox_dn: 0.231178 loss_giou_dn: 0.671495 loss_class_aux_dn: 0.923700 loss_bbox_aux_dn: 0.523756 loss_giou_aux_dn: 1.478005 loss: 11.580441 eta: 30 days, 11:57:42 batch_cost: 0.7203 data_cost: 0.1180 ips: 11.1066 images/s
[08/14 16:13:40] ppdet.engine INFO: Epoch: [0] [30400/54024] learning_rate: 0.000100 loss_class: 0.831299 loss_bbox: 0.179851 loss_giou: 0.716603 loss_class_aux: 2.524122 loss_bbox_aux: 0.618430 loss_giou_aux: 2.316160 loss_class_dn: 0.445114 loss_bbox_dn: 0.221372 loss_giou_dn: 0.659393 loss_class_aux_dn: 0.936183 loss_bbox_aux_dn: 0.504277 loss_giou_aux_dn: 1.445581 loss: 11.433228 eta: 30 days, 12:40:57 batch_cost: 0.7903 data_cost: 0.2011 ips: 10.1226 images/s
[08/14 16:16:03] ppdet.engine INFO: Epoch: [0] [30600/54024] learning_rate: 0.000100 loss_class: 0.846339 loss_bbox: 0.191645 loss_giou: 0.671107 loss_class_aux: 2.575529 loss_bbox_aux: 0.633592 loss_giou_aux: 2.189216 loss_class_dn: 0.443044 loss_bbox_dn: 0.240559 loss_giou_dn: 0.632978 loss_class_aux_dn: 0.926809 loss_bbox_aux_dn: 0.535656 loss_giou_aux_dn: 1.418206 loss: 11.583733 eta: 30 days, 12:37:09 batch_cost: 0.6798 data_cost: 0.0608 ips: 11.7677 images/s
[08/14 16:18:49] ppdet.engine INFO: Epoch: [0] [30800/54024] learning_rate: 0.000100 loss_class: 0.829119 loss_bbox: 0.187499 loss_giou: 0.708568 loss_class_aux: 2.531867 loss_bbox_aux: 0.627509 loss_giou_aux: 2.289559 loss_class_dn: 0.435367 loss_bbox_dn: 0.233251 loss_giou_dn: 0.659245 loss_class_aux_dn: 0.901119 loss_bbox_aux_dn: 0.526823 loss_giou_aux_dn: 1.453800 loss: 11.195012 eta: 30 days, 13:17:57 batch_cost: 0.7866 data_cost: 0.0960 ips: 10.1704 images/s
[08/14 16:20:57] ppdet.engine INFO: Epoch: [0] [31000/54024] learning_rate: 0.000100 loss_class: 0.825351 loss_bbox: 0.188888 loss_giou: 0.710954 loss_class_aux: 2.519215 loss_bbox_aux: 0.633093 loss_giou_aux: 2.273632 loss_class_dn: 0.429851 loss_bbox_dn: 0.239321 loss_giou_dn: 0.655118 loss_class_aux_dn: 0.920282 loss_bbox_aux_dn: 0.548309 loss_giou_aux_dn: 1.464211 loss: 11.428838 eta: 30 days, 12:41:21 batch_cost: 0.6014 data_cost: 0.0074 ips: 13.3029 images/s
[08/14 16:23:27] ppdet.engine INFO: Epoch: [0] [31200/54024] learning_rate: 0.000100 loss_class: 0.817056 loss_bbox: 0.183376 loss_giou: 0.692629 loss_class_aux: 2.495492 loss_bbox_aux: 0.618729 loss_giou_aux: 2.234162 loss_class_dn: 0.445744 loss_bbox_dn: 0.232852 loss_giou_dn: 0.641763 loss_class_aux_dn: 0.945520 loss_bbox_aux_dn: 0.530473 loss_giou_aux_dn: 1.425685 loss: 11.394485 eta: 30 days, 12:49:48 batch_cost: 0.7096 data_cost: 0.0808 ips: 11.2743 images/s
[08/14 16:25:41] ppdet.engine INFO: Epoch: [0] [31400/54024] learning_rate: 0.000100 loss_class: 0.835575 loss_bbox: 0.188647 loss_giou: 0.659889 loss_class_aux: 2.521781 loss_bbox_aux: 0.625151 loss_giou_aux: 2.130705 loss_class_dn: 0.428664 loss_bbox_dn: 0.238399 loss_giou_dn: 0.629052 loss_class_aux_dn: 0.910840 loss_bbox_aux_dn: 0.533339 loss_giou_aux_dn: 1.399835 loss: 11.230664 eta: 30 days, 12:25:14 batch_cost: 0.6293 data_cost: 0.0364 ips: 12.7124 images/s
[08/14 16:28:19] ppdet.engine INFO: Epoch: [0] [31600/54024] learning_rate: 0.000100 loss_class: 0.803800 loss_bbox: 0.187675 loss_giou: 0.640216 loss_class_aux: 2.493462 loss_bbox_aux: 0.616141 loss_giou_aux: 2.066388 loss_class_dn: 0.422341 loss_bbox_dn: 0.235231 loss_giou_dn: 0.612497 loss_class_aux_dn: 0.891677 loss_bbox_aux_dn: 0.528437 loss_giou_aux_dn: 1.377584 loss: 10.891866 eta: 30 days, 12:51:24 batch_cost: 0.7533 data_cost: 0.0645 ips: 10.6200 images/s
[08/14 16:30:45] ppdet.engine INFO: Epoch: [0] [31800/54024] learning_rate: 0.000100 loss_class: 0.821835 loss_bbox: 0.187389 loss_giou: 0.694777 loss_class_aux: 2.478737 loss_bbox_aux: 0.615497 loss_giou_aux: 2.210554 loss_class_dn: 0.425726 loss_bbox_dn: 0.231645 loss_giou_dn: 0.630091 loss_class_aux_dn: 0.896899 loss_bbox_aux_dn: 0.518147 loss_giou_aux_dn: 1.401726 loss: 11.138809 eta: 30 days, 12:52:38 batch_cost: 0.6925 data_cost: 0.1184 ips: 11.5523 images/s
[08/14 16:32:54] ppdet.engine INFO: Epoch: [0] [32000/54024] learning_rate: 0.000100 loss_class: 0.826768 loss_bbox: 0.189187 loss_giou: 0.729666 loss_class_aux: 2.544767 loss_bbox_aux: 0.623843 loss_giou_aux: 2.311728 loss_class_dn: 0.433065 loss_bbox_dn: 0.228502 loss_giou_dn: 0.676053 loss_class_aux_dn: 0.916427 loss_bbox_aux_dn: 0.516768 loss_giou_aux_dn: 1.477130 loss: 11.732143 eta: 30 days, 12:19:29 batch_cost: 0.6071 data_cost: 0.0044 ips: 13.1782 images/s
[08/14 16:34:49] ppdet.engine INFO: Epoch: [0] [32200/54024] learning_rate: 0.000100 loss_class: 0.842787 loss_bbox: 0.192157 loss_giou: 0.680685 loss_class_aux: 2.548377 loss_bbox_aux: 0.621375 loss_giou_aux: 2.165211 loss_class_dn: 0.436040 loss_bbox_dn: 0.233984 loss_giou_dn: 0.646101 loss_class_aux_dn: 0.922240 loss_bbox_aux_dn: 0.530999 loss_giou_aux_dn: 1.431513 loss: 11.341400 eta: 30 days, 11:19:18 batch_cost: 0.5384 data_cost: 0.0126 ips: 14.8595 images/s
[08/14 16:37:12] ppdet.engine INFO: Epoch: [0] [32400/54024] learning_rate: 0.000100 loss_class: 0.802694 loss_bbox: 0.186571 loss_giou: 0.671238 loss_class_aux: 2.461112 loss_bbox_aux: 0.613709 loss_giou_aux: 2.145800 loss_class_dn: 0.443005 loss_bbox_dn: 0.227561 loss_giou_dn: 0.642276 loss_class_aux_dn: 0.943286 loss_bbox_aux_dn: 0.530550 loss_giou_aux_dn: 1.412526 loss: 11.520226 eta: 30 days, 11:14:21 batch_cost: 0.6758 data_cost: 0.0150 ips: 11.8381 images/s
[08/14 16:39:22] ppdet.engine INFO: Epoch: [0] [32600/54024] learning_rate: 0.000100 loss_class: 0.820862 loss_bbox: 0.185590 loss_giou: 0.715288 loss_class_aux: 2.560106 loss_bbox_aux: 0.630291 loss_giou_aux: 2.289941 loss_class_dn: 0.431678 loss_bbox_dn: 0.239156 loss_giou_dn: 0.643033 loss_class_aux_dn: 0.914640 loss_bbox_aux_dn: 0.540854 loss_giou_aux_dn: 1.432359 loss: 11.455307 eta: 30 days, 10:44:03 batch_cost: 0.6114 data_cost: 0.0670 ips: 13.0853 images/s
[08/14 16:41:42] ppdet.engine INFO: Epoch: [0] [32800/54024] learning_rate: 0.000100 loss_class: 0.853914 loss_bbox: 0.194447 loss_giou: 0.718875 loss_class_aux: 2.613044 loss_bbox_aux: 0.656768 loss_giou_aux: 2.283188 loss_class_dn: 0.457182 loss_bbox_dn: 0.238200 loss_giou_dn: 0.651092 loss_class_aux_dn: 0.976567 loss_bbox_aux_dn: 0.539141 loss_giou_aux_dn: 1.458420 loss: 11.865321 eta: 30 days, 10:31:35 batch_cost: 0.6560 data_cost: 0.0376 ips: 12.1951 images/s
[08/14 16:44:23] ppdet.engine INFO: Epoch: [0] [33000/54024] learning_rate: 0.000100 loss_class: 0.848371 loss_bbox: 0.199308 loss_giou: 0.729141 loss_class_aux: 2.571762 loss_bbox_aux: 0.665929 loss_giou_aux: 2.321211 loss_class_dn: 0.461793 loss_bbox_dn: 0.239350 loss_giou_dn: 0.668748 loss_class_aux_dn: 0.974800 loss_bbox_aux_dn: 0.548249 loss_giou_aux_dn: 1.476183 loss: 11.940787 eta: 30 days, 11:02:34 batch_cost: 0.7672 data_cost: 0.1181 ips: 10.4269 images/s
[08/14 16:46:38] ppdet.engine INFO: Epoch: [0] [33200/54024] learning_rate: 0.000100 loss_class: 0.800894 loss_bbox: 0.192067 loss_giou: 0.680643 loss_class_aux: 2.439715 loss_bbox_aux: 0.622210 loss_giou_aux: 2.189270 loss_class_dn: 0.416239 loss_bbox_dn: 0.227425 loss_giou_dn: 0.629138 loss_class_aux_dn: 0.888116 loss_bbox_aux_dn: 0.520979 loss_giou_aux_dn: 1.399592 loss: 11.252828 eta: 30 days, 10:40:17 batch_cost: 0.6307 data_cost: 0.0273 ips: 12.6842 images/s
[08/14 16:49:11] ppdet.engine INFO: Epoch: [0] [33400/54024] learning_rate: 0.000100 loss_class: 0.840276 loss_bbox: 0.183553 loss_giou: 0.706659 loss_class_aux: 2.545431 loss_bbox_aux: 0.604556 loss_giou_aux: 2.240410 loss_class_dn: 0.438280 loss_bbox_dn: 0.232921 loss_giou_dn: 0.644811 loss_class_aux_dn: 0.939348 loss_bbox_aux_dn: 0.525586 loss_giou_aux_dn: 1.432870 loss: 11.199161 eta: 30 days, 10:55:14 batch_cost: 0.7268 data_cost: 0.0533 ips: 11.0067 images/s
[08/14 16:51:36] ppdet.engine INFO: Epoch: [0] [33600/54024] learning_rate: 0.000100 loss_class: 0.811597 loss_bbox: 0.178173 loss_giou: 0.674832 loss_class_aux: 2.471647 loss_bbox_aux: 0.596616 loss_giou_aux: 2.188913 loss_class_dn: 0.425664 loss_bbox_dn: 0.230433 loss_giou_dn: 0.628997 loss_class_aux_dn: 0.896965 loss_bbox_aux_dn: 0.527997 loss_giou_aux_dn: 1.401662 loss: 10.926898 eta: 30 days, 10:53:33 batch_cost: 0.6839 data_cost: 0.0518 ips: 11.6976 images/s
[08/14 16:53:49] ppdet.engine INFO: Epoch: [0] [33800/54024] learning_rate: 0.000100 loss_class: 0.853493 loss_bbox: 0.191362 loss_giou: 0.722685 loss_class_aux: 2.607376 loss_bbox_aux: 0.633479 loss_giou_aux: 2.343797 loss_class_dn: 0.459051 loss_bbox_dn: 0.232139 loss_giou_dn: 0.677517 loss_class_aux_dn: 0.970452 loss_bbox_aux_dn: 0.533062 loss_giou_aux_dn: 1.499572 loss: 12.017999 eta: 30 days, 10:29:16 batch_cost: 0.6245 data_cost: 0.0272 ips: 12.8111 images/s
[08/14 16:56:01] ppdet.engine INFO: Epoch: [0] [34000/54024] learning_rate: 0.000100 loss_class: 0.816372 loss_bbox: 0.182340 loss_giou: 0.685335 loss_class_aux: 2.467051 loss_bbox_aux: 0.618152 loss_giou_aux: 2.195793 loss_class_dn: 0.439042 loss_bbox_dn: 0.232985 loss_giou_dn: 0.626421 loss_class_aux_dn: 0.927973 loss_bbox_aux_dn: 0.541949 loss_giou_aux_dn: 1.387478 loss: 11.283782 eta: 30 days, 10:05:06 batch_cost: 0.6241 data_cost: 0.0451 ips: 12.8192 images/s
[08/14 16:58:27] ppdet.engine INFO: Epoch: [0] [34200/54024] learning_rate: 0.000100 loss_class: 0.804794 loss_bbox: 0.181477 loss_giou: 0.700898 loss_class_aux: 2.443956 loss_bbox_aux: 0.591191 loss_giou_aux: 2.226265 loss_class_dn: 0.429423 loss_bbox_dn: 0.220224 loss_giou_dn: 0.638796 loss_class_aux_dn: 0.914357 loss_bbox_aux_dn: 0.501658 loss_giou_aux_dn: 1.412155 loss: 11.185841 eta: 30 days, 10:05:44 batch_cost: 0.6894 data_cost: 0.0922 ips: 11.6046 images/s
[08/14 17:00:41] ppdet.engine INFO: Epoch: [0] [34400/54024] learning_rate: 0.000100 loss_class: 0.844984 loss_bbox: 0.185099 loss_giou: 0.712728 loss_class_aux: 2.538283 loss_bbox_aux: 0.619755 loss_giou_aux: 2.290579 loss_class_dn: 0.441533 loss_bbox_dn: 0.227428 loss_giou_dn: 0.661403 loss_class_aux_dn: 0.944239 loss_bbox_aux_dn: 0.518911 loss_giou_aux_dn: 1.457702 loss: 11.605077 eta: 30 days, 9:44:48 batch_cost: 0.6318 data_cost: 0.0142 ips: 12.6631 images/s
[08/14 17:02:59] ppdet.engine INFO: Epoch: [0] [34600/54024] learning_rate: 0.000100 loss_class: 0.805695 loss_bbox: 0.176866 loss_giou: 0.657928 loss_class_aux: 2.463280 loss_bbox_aux: 0.598706 loss_giou_aux: 2.088599 loss_class_dn: 0.421223 loss_bbox_dn: 0.224056 loss_giou_dn: 0.620046 loss_class_aux_dn: 0.888514 loss_bbox_aux_dn: 0.515077 loss_giou_aux_dn: 1.368447 loss: 11.132800 eta: 30 days, 9:31:06 batch_cost: 0.6507 data_cost: 0.0695 ips: 12.2949 images/s
[08/14 17:05:22] ppdet.engine INFO: Epoch: [0] [34800/54024] learning_rate: 0.000100 loss_class: 0.850796 loss_bbox: 0.190419 loss_giou: 0.739715 loss_class_aux: 2.559027 loss_bbox_aux: 0.634871 loss_giou_aux: 2.371994 loss_class_dn: 0.444664 loss_bbox_dn: 0.232138 loss_giou_dn: 0.651415 loss_class_aux_dn: 0.949304 loss_bbox_aux_dn: 0.531087 loss_giou_aux_dn: 1.447313 loss: 11.637954 eta: 30 days, 9:28:07 batch_cost: 0.6793 data_cost: 0.0197 ips: 11.7773 images/s
[08/14 17:07:42] ppdet.engine INFO: Epoch: [0] [35000/54024] learning_rate: 0.000100 loss_class: 0.856437 loss_bbox: 0.187464 loss_giou: 0.714189 loss_class_aux: 2.611075 loss_bbox_aux: 0.631519 loss_giou_aux: 2.264658 loss_class_dn: 0.446760 loss_bbox_dn: 0.237768 loss_giou_dn: 0.643936 loss_class_aux_dn: 0.944242 loss_bbox_aux_dn: 0.533159 loss_giou_aux_dn: 1.430215 loss: 11.604626 eta: 30 days, 9:18:21 batch_cost: 0.6608 data_cost: 0.0282 ips: 12.1056 images/s
[08/14 17:09:57] ppdet.engine INFO: Epoch: [0] [35200/54024] learning_rate: 0.000100 loss_class: 0.837604 loss_bbox: 0.180554 loss_giou: 0.692876 loss_class_aux: 2.597382 loss_bbox_aux: 0.599484 loss_giou_aux: 2.195267 loss_class_dn: 0.442696 loss_bbox_dn: 0.221105 loss_giou_dn: 0.639787 loss_class_aux_dn: 0.935581 loss_bbox_aux_dn: 0.516096 loss_giou_aux_dn: 1.420010 loss: 11.524090 eta: 30 days, 9:00:10 batch_cost: 0.6375 data_cost: 0.0403 ips: 12.5491 images/s
[08/14 17:12:19] ppdet.engine INFO: Epoch: [0] [35400/54024] learning_rate: 0.000100 loss_class: 0.835101 loss_bbox: 0.183657 loss_giou: 0.691253 loss_class_aux: 2.553199 loss_bbox_aux: 0.599811 loss_giou_aux: 2.202038 loss_class_dn: 0.440522 loss_bbox_dn: 0.228239 loss_giou_dn: 0.638214 loss_class_aux_dn: 0.941186 loss_bbox_aux_dn: 0.525409 loss_giou_aux_dn: 1.427282 loss: 11.281779 eta: 30 days, 8:52:28 batch_cost: 0.6659 data_cost: 0.1252 ips: 12.0135 images/s
[08/14 17:14:45] ppdet.engine INFO: Epoch: [0] [35600/54024] learning_rate: 0.000100 loss_class: 0.801281 loss_bbox: 0.190171 loss_giou: 0.668634 loss_class_aux: 2.449105 loss_bbox_aux: 0.633051 loss_giou_aux: 2.161498 loss_class_dn: 0.420982 loss_bbox_dn: 0.237944 loss_giou_dn: 0.612386 loss_class_aux_dn: 0.905515 loss_bbox_aux_dn: 0.541214 loss_giou_aux_dn: 1.365890 loss: 11.083771 eta: 30 days, 8:54:10 batch_cost: 0.6918 data_cost: 0.0380 ips: 11.5645 images/s
[08/14 17:17:35] ppdet.engine INFO: Epoch: [0] [35800/54024] learning_rate: 0.000100 loss_class: 0.834897 loss_bbox: 0.178264 loss_giou: 0.684583 loss_class_aux: 2.559640 loss_bbox_aux: 0.598388 loss_giou_aux: 2.245424 loss_class_dn: 0.441402 loss_bbox_dn: 0.226801 loss_giou_dn: 0.636063 loss_class_aux_dn: 0.932442 loss_bbox_aux_dn: 0.519023 loss_giou_aux_dn: 1.427704 loss: 11.512785 eta: 30 days, 9:38:53 batch_cost: 0.8118 data_cost: 0.0239 ips: 9.8549 images/s
[08/14 17:20:09] ppdet.engine INFO: Epoch: [0] [36000/54024] learning_rate: 0.000100 loss_class: 0.828216 loss_bbox: 0.184955 loss_giou: 0.685135 loss_class_aux: 2.550621 loss_bbox_aux: 0.615578 loss_giou_aux: 2.180807 loss_class_dn: 0.436696 loss_bbox_dn: 0.232122 loss_giou_dn: 0.633318 loss_class_aux_dn: 0.932928 loss_bbox_aux_dn: 0.527027 loss_giou_aux_dn: 1.394748 loss: 11.244962 eta: 30 days, 9:54:29 batch_cost: 0.7317 data_cost: 0.1034 ips: 10.9339 images/s
[08/14 17:22:26] ppdet.engine INFO: Epoch: [0] [36200/54024] learning_rate: 0.000100 loss_class: 0.834202 loss_bbox: 0.181864 loss_giou: 0.669988 loss_class_aux: 2.546355 loss_bbox_aux: 0.616748 loss_giou_aux: 2.167057 loss_class_dn: 0.435506 loss_bbox_dn: 0.230514 loss_giou_dn: 0.639227 loss_class_aux_dn: 0.928081 loss_bbox_aux_dn: 0.531931 loss_giou_aux_dn: 1.416959 loss: 11.391594 eta: 30 days, 9:38:35 batch_cost: 0.6434 data_cost: 0.0468 ips: 12.4335 images/s
[08/14 17:24:55] ppdet.engine INFO: Epoch: [0] [36400/54024] learning_rate: 0.000100 loss_class: 0.857786 loss_bbox: 0.186396 loss_giou: 0.667756 loss_class_aux: 2.641950 loss_bbox_aux: 0.628982 loss_giou_aux: 2.142280 loss_class_dn: 0.449964 loss_bbox_dn: 0.233673 loss_giou_dn: 0.629707 loss_class_aux_dn: 0.963336 loss_bbox_aux_dn: 0.535220 loss_giou_aux_dn: 1.410287 loss: 11.561562 eta: 30 days, 9:46:20 batch_cost: 0.7101 data_cost: 0.1004 ips: 11.2667 images/s
[08/14 17:26:56] ppdet.engine INFO: Epoch: [0] [36600/54024] learning_rate: 0.000100 loss_class: 0.811801 loss_bbox: 0.183961 loss_giou: 0.675180 loss_class_aux: 2.521409 loss_bbox_aux: 0.616168 loss_giou_aux: 2.170179 loss_class_dn: 0.434216 loss_bbox_dn: 0.226462 loss_giou_dn: 0.619728 loss_class_aux_dn: 0.934000 loss_bbox_aux_dn: 0.526126 loss_giou_aux_dn: 1.373232 loss: 11.058983 eta: 30 days, 9:02:50 batch_cost: 0.5643 data_cost: 0.0303 ips: 14.1768 images/s
[08/14 17:29:11] ppdet.engine INFO: Epoch: [0] [36800/54024] learning_rate: 0.000100 loss_class: 0.815623 loss_bbox: 0.185712 loss_giou: 0.654416 loss_class_aux: 2.542322 loss_bbox_aux: 0.619879 loss_giou_aux: 2.099814 loss_class_dn: 0.428627 loss_bbox_dn: 0.225425 loss_giou_dn: 0.614723 loss_class_aux_dn: 0.919977 loss_bbox_aux_dn: 0.513496 loss_giou_aux_dn: 1.365418 loss: 11.211633 eta: 30 days, 8:44:24 batch_cost: 0.6348 data_cost: 0.0081 ips: 12.6018 images/s
[08/14 17:31:16] ppdet.engine INFO: Epoch: [0] [37000/54024] learning_rate: 0.000100 loss_class: 0.829419 loss_bbox: 0.182958 loss_giou: 0.671646 loss_class_aux: 2.541876 loss_bbox_aux: 0.612985 loss_giou_aux: 2.151696 loss_class_dn: 0.427772 loss_bbox_dn: 0.224361 loss_giou_dn: 0.639631 loss_class_aux_dn: 0.930626 loss_bbox_aux_dn: 0.513016 loss_giou_aux_dn: 1.413247 loss: 11.510260 eta: 30 days, 8:09:38 batch_cost: 0.5873 data_cost: 0.0029 ips: 13.6217 images/s
[08/14 17:33:36] ppdet.engine INFO: Epoch: [0] [37200/54024] learning_rate: 0.000100 loss_class: 0.818476 loss_bbox: 0.187865 loss_giou: 0.680653 loss_class_aux: 2.523206 loss_bbox_aux: 0.623775 loss_giou_aux: 2.199583 loss_class_dn: 0.438443 loss_bbox_dn: 0.222764 loss_giou_dn: 0.652879 loss_class_aux_dn: 0.927243 loss_bbox_aux_dn: 0.516296 loss_giou_aux_dn: 1.473409 loss: 11.478626 eta: 30 days, 8:00:42 batch_cost: 0.6611 data_cost: 0.0182 ips: 12.1019 images/s
[08/14 17:36:01] ppdet.engine INFO: Epoch: [0] [37400/54024] learning_rate: 0.000100 loss_class: 0.836968 loss_bbox: 0.183558 loss_giou: 0.689635 loss_class_aux: 2.567741 loss_bbox_aux: 0.603454 loss_giou_aux: 2.185856 loss_class_dn: 0.439585 loss_bbox_dn: 0.218700 loss_giou_dn: 0.642042 loss_class_aux_dn: 0.921509 loss_bbox_aux_dn: 0.504805 loss_giou_aux_dn: 1.422746 loss: 11.469872 eta: 30 days, 8:00:30 batch_cost: 0.6863 data_cost: 0.1374 ips: 11.6562 images/s
[08/14 17:38:30] ppdet.engine INFO: Epoch: [0] [37600/54024] learning_rate: 0.000100 loss_class: 0.819790 loss_bbox: 0.198297 loss_giou: 0.696905 loss_class_aux: 2.516101 loss_bbox_aux: 0.639844 loss_giou_aux: 2.227617 loss_class_dn: 0.440806 loss_bbox_dn: 0.233773 loss_giou_dn: 0.634971 loss_class_aux_dn: 0.937068 loss_bbox_aux_dn: 0.534176 loss_giou_aux_dn: 1.421379 loss: 11.409416 eta: 30 days, 8:07:32 batch_cost: 0.7076 data_cost: 0.0261 ips: 11.3064 images/s
[08/14 17:40:57] ppdet.engine INFO: Epoch: [0] [37800/54024] learning_rate: 0.000100 loss_class: 0.792360 loss_bbox: 0.176120 loss_giou: 0.665865 loss_class_aux: 2.456827 loss_bbox_aux: 0.584013 loss_giou_aux: 2.136348 loss_class_dn: 0.408735 loss_bbox_dn: 0.208486 loss_giou_dn: 0.597252 loss_class_aux_dn: 0.877776 loss_bbox_aux_dn: 0.483536 loss_giou_aux_dn: 1.337808 loss: 10.700134 eta: 30 days, 8:09:59 batch_cost: 0.6944 data_cost: 0.0678 ips: 11.5214 images/s
[08/14 17:43:08] ppdet.engine INFO: Epoch: [0] [38000/54024] learning_rate: 0.000100 loss_class: 0.849503 loss_bbox: 0.191442 loss_giou: 0.723845 loss_class_aux: 2.603269 loss_bbox_aux: 0.636833 loss_giou_aux: 2.323077 loss_class_dn: 0.439227 loss_bbox_dn: 0.234254 loss_giou_dn: 0.663302 loss_class_aux_dn: 0.925287 loss_bbox_aux_dn: 0.532342 loss_giou_aux_dn: 1.467234 loss: 11.539611 eta: 30 days, 7:47:02 batch_cost: 0.6193 data_cost: 0.0355 ips: 12.9170 images/s
[08/14 17:45:24] ppdet.engine INFO: Epoch: [0] [38200/54024] learning_rate: 0.000100 loss_class: 0.824489 loss_bbox: 0.189888 loss_giou: 0.701347 loss_class_aux: 2.517950 loss_bbox_aux: 0.626292 loss_giou_aux: 2.250898 loss_class_dn: 0.439969 loss_bbox_dn: 0.237740 loss_giou_dn: 0.650850 loss_class_aux_dn: 0.936689 loss_bbox_aux_dn: 0.534813 loss_giou_aux_dn: 1.422503 loss: 11.581897 eta: 30 days, 7:30:36 batch_cost: 0.6380 data_cost: 0.0087 ips: 12.5384 images/s
[08/14 17:47:44] ppdet.engine INFO: Epoch: [0] [38400/54024] learning_rate: 0.000100 loss_class: 0.833929 loss_bbox: 0.185852 loss_giou: 0.720445 loss_class_aux: 2.573879 loss_bbox_aux: 0.620975 loss_giou_aux: 2.291158 loss_class_dn: 0.435245 loss_bbox_dn: 0.223729 loss_giou_dn: 0.663099 loss_class_aux_dn: 0.947258 loss_bbox_aux_dn: 0.507043 loss_giou_aux_dn: 1.468040 loss: 11.679590 eta: 30 days, 7:22:06 batch_cost: 0.6614 data_cost: 0.0198 ips: 12.0957 images/s
[08/14 17:49:47] ppdet.engine INFO: Epoch: [0] [38600/54024] learning_rate: 0.000100 loss_class: 0.830241 loss_bbox: 0.190290 loss_giou: 0.666012 loss_class_aux: 2.550363 loss_bbox_aux: 0.624374 loss_giou_aux: 2.141629 loss_class_dn: 0.435712 loss_bbox_dn: 0.228703 loss_giou_dn: 0.627084 loss_class_aux_dn: 0.918835 loss_bbox_aux_dn: 0.530138 loss_giou_aux_dn: 1.401744 loss: 11.400198 eta: 30 days, 6:45:20 batch_cost: 0.5761 data_cost: 0.0432 ips: 13.8853 images/s
[08/14 17:52:09] ppdet.engine INFO: Epoch: [0] [38800/54024] learning_rate: 0.000100 loss_class: 0.816765 loss_bbox: 0.188760 loss_giou: 0.689645 loss_class_aux: 2.511398 loss_bbox_aux: 0.613334 loss_giou_aux: 2.197084 loss_class_dn: 0.428659 loss_bbox_dn: 0.224462 loss_giou_dn: 0.624511 loss_class_aux_dn: 0.919670 loss_bbox_aux_dn: 0.511556 loss_giou_aux_dn: 1.371953 loss: 11.067167 eta: 30 days, 6:41:31 batch_cost: 0.6747 data_cost: 0.1121 ips: 11.8579 images/s
[08/14 17:54:27] ppdet.engine INFO: Epoch: [0] [39000/54024] learning_rate: 0.000100 loss_class: 0.806472 loss_bbox: 0.180977 loss_giou: 0.682309 loss_class_aux: 2.522275 loss_bbox_aux: 0.608776 loss_giou_aux: 2.178411 loss_class_dn: 0.426742 loss_bbox_dn: 0.228261 loss_giou_dn: 0.625960 loss_class_aux_dn: 0.917375 loss_bbox_aux_dn: 0.509446 loss_giou_aux_dn: 1.399232 loss: 11.263337 eta: 30 days, 6:30:03 batch_cost: 0.6514 data_cost: 0.0737 ips: 12.2817 images/s
[08/14 17:56:55] ppdet.engine INFO: Epoch: [0] [39200/54024] learning_rate: 0.000100 loss_class: 0.832254 loss_bbox: 0.184051 loss_giou: 0.637310 loss_class_aux: 2.592152 loss_bbox_aux: 0.627037 loss_giou_aux: 2.042985 loss_class_dn: 0.431628 loss_bbox_dn: 0.226385 loss_giou_dn: 0.591323 loss_class_aux_dn: 0.919973 loss_bbox_aux_dn: 0.521524 loss_giou_aux_dn: 1.340610 loss: 11.082585 eta: 30 days, 6:33:38 batch_cost: 0.6971 data_cost: 0.0551 ips: 11.4766 images/s
[08/14 17:59:15] ppdet.engine INFO: Epoch: [0] [39400/54024] learning_rate: 0.000100 loss_class: 0.838817 loss_bbox: 0.189041 loss_giou: 0.704478 loss_class_aux: 2.567190 loss_bbox_aux: 0.610456 loss_giou_aux: 2.276078 loss_class_dn: 0.455584 loss_bbox_dn: 0.224443 loss_giou_dn: 0.661232 loss_class_aux_dn: 0.952963 loss_bbox_aux_dn: 0.522329 loss_giou_aux_dn: 1.476986 loss: 11.518678 eta: 30 days, 6:25:37 batch_cost: 0.6617 data_cost: 0.0542 ips: 12.0909 images/s
[08/14 18:01:41] ppdet.engine INFO: Epoch: [0] [39600/54024] learning_rate: 0.000100 loss_class: 0.802400 loss_bbox: 0.193034 loss_giou: 0.686273 loss_class_aux: 2.478819 loss_bbox_aux: 0.650491 loss_giou_aux: 2.188464 loss_class_dn: 0.427245 loss_bbox_dn: 0.225986 loss_giou_dn: 0.622002 loss_class_aux_dn: 0.923917 loss_bbox_aux_dn: 0.515980 loss_giou_aux_dn: 1.396791 loss: 11.280946 eta: 30 days, 6:27:49 batch_cost: 0.6930 data_cost: 0.0231 ips: 11.5445 images/s
[08/14 18:03:49] ppdet.engine INFO: Epoch: [0] [39800/54024] learning_rate: 0.000100 loss_class: 0.848953 loss_bbox: 0.183680 loss_giou: 0.662593 loss_class_aux: 2.616800 loss_bbox_aux: 0.611561 loss_giou_aux: 2.131417 loss_class_dn: 0.444731 loss_bbox_dn: 0.220915 loss_giou_dn: 0.631662 loss_class_aux_dn: 0.938567 loss_bbox_aux_dn: 0.515114 loss_giou_aux_dn: 1.406396 loss: 11.373725 eta: 30 days, 6:00:50 batch_cost: 0.6026 data_cost: 0.0179 ips: 13.2758 images/s
[08/14 18:06:02] ppdet.engine INFO: Epoch: [0] [40000/54024] learning_rate: 0.000100 loss_class: 0.810957 loss_bbox: 0.173817 loss_giou: 0.660151 loss_class_aux: 2.493957 loss_bbox_aux: 0.586106 loss_giou_aux: 2.118229 loss_class_dn: 0.425653 loss_bbox_dn: 0.218177 loss_giou_dn: 0.629415 loss_class_aux_dn: 0.922051 loss_bbox_aux_dn: 0.498524 loss_giou_aux_dn: 1.382315 loss: 11.124609 eta: 30 days, 5:41:38 batch_cost: 0.6261 data_cost: 0.0280 ips: 12.7784 images/s
[08/14 18:08:23] ppdet.engine INFO: Epoch: [0] [40200/54024] learning_rate: 0.000100 loss_class: 0.785903 loss_bbox: 0.183121 loss_giou: 0.681683 loss_class_aux: 2.421886 loss_bbox_aux: 0.608696 loss_giou_aux: 2.182582 loss_class_dn: 0.418868 loss_bbox_dn: 0.220189 loss_giou_dn: 0.625362 loss_class_aux_dn: 0.901860 loss_bbox_aux_dn: 0.500708 loss_giou_aux_dn: 1.392206 loss: 10.890867 eta: 30 days, 5:35:38 batch_cost: 0.6669 data_cost: 0.0357 ips: 11.9952 images/s
[08/14 18:10:36] ppdet.engine INFO: Epoch: [0] [40400/54024] learning_rate: 0.000100 loss_class: 0.799392 loss_bbox: 0.180318 loss_giou: 0.721394 loss_class_aux: 2.508469 loss_bbox_aux: 0.605143 loss_giou_aux: 2.312166 loss_class_dn: 0.433182 loss_bbox_dn: 0.218551 loss_giou_dn: 0.640323 loss_class_aux_dn: 0.930378 loss_bbox_aux_dn: 0.510358 loss_giou_aux_dn: 1.420960 loss: 11.377480 eta: 30 days, 5:16:49 batch_cost: 0.6264 data_cost: 0.0348 ips: 12.7709 images/s
[08/14 18:12:53] ppdet.engine INFO: Epoch: [0] [40600/54024] learning_rate: 0.000100 loss_class: 0.776695 loss_bbox: 0.169715 loss_giou: 0.631008 loss_class_aux: 2.365377 loss_bbox_aux: 0.569498 loss_giou_aux: 2.023102 loss_class_dn: 0.409431 loss_bbox_dn: 0.209304 loss_giou_dn: 0.588800 loss_class_aux_dn: 0.879548 loss_bbox_aux_dn: 0.482430 loss_giou_aux_dn: 1.296617 loss: 10.464892 eta: 30 days, 5:04:41 batch_cost: 0.6471 data_cost: 0.0162 ips: 12.3630 images/s
[08/14 18:15:14] ppdet.engine INFO: Epoch: [0] [40800/54024] learning_rate: 0.000100 loss_class: 0.836456 loss_bbox: 0.186736 loss_giou: 0.704175 loss_class_aux: 2.553543 loss_bbox_aux: 0.616592 loss_giou_aux: 2.228168 loss_class_dn: 0.437477 loss_bbox_dn: 0.222686 loss_giou_dn: 0.659941 loss_class_aux_dn: 0.945449 loss_bbox_aux_dn: 0.512425 loss_giou_aux_dn: 1.462891 loss: 11.562061 eta: 30 days, 4:59:06 batch_cost: 0.6676 data_cost: 0.0667 ips: 11.9836 images/s
[08/14 18:17:50] ppdet.engine INFO: Epoch: [0] [41000/54024] learning_rate: 0.000100 loss_class: 0.814264 loss_bbox: 0.180193 loss_giou: 0.684982 loss_class_aux: 2.528962 loss_bbox_aux: 0.586856 loss_giou_aux: 2.196564 loss_class_dn: 0.440163 loss_bbox_dn: 0.224597 loss_giou_dn: 0.628466 loss_class_aux_dn: 0.937025 loss_bbox_aux_dn: 0.529229 loss_giou_aux_dn: 1.389225 loss: 11.283922 eta: 30 days, 5:15:34 batch_cost: 0.7379 data_cost: 0.0231 ips: 10.8408 images/s
[08/14 18:20:24] ppdet.engine INFO: Epoch: [0] [41200/54024] learning_rate: 0.000100 loss_class: 0.844206 loss_bbox: 0.192284 loss_giou: 0.685588 loss_class_aux: 2.559705 loss_bbox_aux: 0.636566 loss_giou_aux: 2.188141 loss_class_dn: 0.432014 loss_bbox_dn: 0.229616 loss_giou_dn: 0.639597 loss_class_aux_dn: 0.912274 loss_bbox_aux_dn: 0.529030 loss_giou_aux_dn: 1.404604 loss: 11.514811 eta: 30 days, 5:30:17 batch_cost: 0.7329 data_cost: 0.1240 ips: 10.9155 images/s
[08/14 18:22:55] ppdet.engine INFO: Epoch: [0] [41400/54024] learning_rate: 0.000100 loss_class: 0.833383 loss_bbox: 0.184855 loss_giou: 0.693351 loss_class_aux: 2.560963 loss_bbox_aux: 0.616458 loss_giou_aux: 2.202442 loss_class_dn: 0.436577 loss_bbox_dn: 0.224924 loss_giou_dn: 0.629406 loss_class_aux_dn: 0.940176 loss_bbox_aux_dn: 0.514303 loss_giou_aux_dn: 1.402084 loss: 11.444730 eta: 30 days, 5:39:49 batch_cost: 0.7167 data_cost: 0.1148 ips: 11.1618 images/s
[08/14 18:25:41] ppdet.engine INFO: Epoch: [0] [41600/54024] learning_rate: 0.000100 loss_class: 0.833634 loss_bbox: 0.184719 loss_giou: 0.669684 loss_class_aux: 2.555234 loss_bbox_aux: 0.612496 loss_giou_aux: 2.178137 loss_class_dn: 0.446892 loss_bbox_dn: 0.224159 loss_giou_dn: 0.634578 loss_class_aux_dn: 0.961398 loss_bbox_aux_dn: 0.513707 loss_giou_aux_dn: 1.413032 loss: 11.390184 eta: 30 days, 6:12:14 batch_cost: 0.7913 data_cost: 0.1226 ips: 10.1097 images/s
[08/14 18:27:55] ppdet.engine INFO: Epoch: [0] [41800/54024] learning_rate: 0.000100 loss_class: 0.803295 loss_bbox: 0.181541 loss_giou: 0.659828 loss_class_aux: 2.494400 loss_bbox_aux: 0.599803 loss_giou_aux: 2.143175 loss_class_dn: 0.433780 loss_bbox_dn: 0.215803 loss_giou_dn: 0.611826 loss_class_aux_dn: 0.925579 loss_bbox_aux_dn: 0.506537 loss_giou_aux_dn: 1.381856 loss: 11.240000 eta: 30 days, 5:55:26 batch_cost: 0.6320 data_cost: 0.0570 ips: 12.6585 images/s
[08/14 18:30:20] ppdet.engine INFO: Epoch: [0] [42000/54024] learning_rate: 0.000100 loss_class: 0.805480 loss_bbox: 0.176675 loss_giou: 0.622695 loss_class_aux: 2.490678 loss_bbox_aux: 0.598657 loss_giou_aux: 2.015144 loss_class_dn: 0.419273 loss_bbox_dn: 0.226091 loss_giou_dn: 0.589914 loss_class_aux_dn: 0.895017 loss_bbox_aux_dn: 0.524296 loss_giou_aux_dn: 1.320858 loss: 10.974661 eta: 30 days, 5:54:35 batch_cost: 0.6838 data_cost: 0.1354 ips: 11.7000 images/s
[08/14 18:32:56] ppdet.engine INFO: Epoch: [0] [42200/54024] learning_rate: 0.000100 loss_class: 0.830759 loss_bbox: 0.184791 loss_giou: 0.661390 loss_class_aux: 2.525635 loss_bbox_aux: 0.607533 loss_giou_aux: 2.125692 loss_class_dn: 0.433749 loss_bbox_dn: 0.217688 loss_giou_dn: 0.624008 loss_class_aux_dn: 0.924124 loss_bbox_aux_dn: 0.494049 loss_giou_aux_dn: 1.382951 loss: 11.179543 eta: 30 days, 6:10:42 batch_cost: 0.7397 data_cost: 0.0765 ips: 10.8155 images/s
[08/14 18:35:14] ppdet.engine INFO: Epoch: [0] [42400/54024] learning_rate: 0.000100 loss_class: 0.787786 loss_bbox: 0.176558 loss_giou: 0.646891 loss_class_aux: 2.460336 loss_bbox_aux: 0.558973 loss_giou_aux: 2.093576 loss_class_dn: 0.415955 loss_bbox_dn: 0.212060 loss_giou_dn: 0.615415 loss_class_aux_dn: 0.892189 loss_bbox_aux_dn: 0.476692 loss_giou_aux_dn: 1.369800 loss: 10.862170 eta: 30 days, 6:01:00 batch_cost: 0.6549 data_cost: 0.0158 ips: 12.2158 images/s
[08/14 18:37:54] ppdet.engine INFO: Epoch: [0] [42600/54024] learning_rate: 0.000100 loss_class: 0.815151 loss_bbox: 0.179905 loss_giou: 0.698895 loss_class_aux: 2.492253 loss_bbox_aux: 0.607931 loss_giou_aux: 2.230154 loss_class_dn: 0.425766 loss_bbox_dn: 0.214403 loss_giou_dn: 0.643789 loss_class_aux_dn: 0.899084 loss_bbox_aux_dn: 0.505518 loss_giou_aux_dn: 1.441247 loss: 11.381340 eta: 30 days, 6:23:00 batch_cost: 0.7599 data_cost: 0.0400 ips: 10.5271 images/s
[08/14 18:40:06] ppdet.engine INFO: Epoch: [0] [42800/54024] learning_rate: 0.000100 loss_class: 0.847469 loss_bbox: 0.183237 loss_giou: 0.680141 loss_class_aux: 2.590203 loss_bbox_aux: 0.600488 loss_giou_aux: 2.184351 loss_class_dn: 0.442191 loss_bbox_dn: 0.229403 loss_giou_dn: 0.644614 loss_class_aux_dn: 0.930713 loss_bbox_aux_dn: 0.534882 loss_giou_aux_dn: 1.421275 loss: 11.437191 eta: 30 days, 6:03:05 batch_cost: 0.6208 data_cost: 0.0213 ips: 12.8862 images/s
[08/14 18:42:10] ppdet.engine INFO: Epoch: [0] [43000/54024] learning_rate: 0.000100 loss_class: 0.829031 loss_bbox: 0.185840 loss_giou: 0.697971 loss_class_aux: 2.546574 loss_bbox_aux: 0.609334 loss_giou_aux: 2.226903 loss_class_dn: 0.438734 loss_bbox_dn: 0.218094 loss_giou_dn: 0.627359 loss_class_aux_dn: 0.934354 loss_bbox_aux_dn: 0.496216 loss_giou_aux_dn: 1.388991 loss: 11.435838 eta: 30 days, 5:32:21 batch_cost: 0.5840 data_cost: 0.0273 ips: 13.6996 images/s
[08/14 18:44:40] ppdet.engine INFO: Epoch: [0] [43200/54024] learning_rate: 0.000100 loss_class: 0.798309 loss_bbox: 0.176451 loss_giou: 0.636136 loss_class_aux: 2.479547 loss_bbox_aux: 0.587414 loss_giou_aux: 2.042759 loss_class_dn: 0.419710 loss_bbox_dn: 0.216658 loss_giou_dn: 0.581649 loss_class_aux_dn: 0.892273 loss_bbox_aux_dn: 0.509500 loss_giou_aux_dn: 1.306715 loss: 10.707294 eta: 30 days, 5:40:56 batch_cost: 0.7156 data_cost: 0.0459 ips: 11.1800 images/s
[08/14 18:47:02] ppdet.engine INFO: Epoch: [0] [43400/54024] learning_rate: 0.000100 loss_class: 0.806231 loss_bbox: 0.174007 loss_giou: 0.664925 loss_class_aux: 2.524454 loss_bbox_aux: 0.576046 loss_giou_aux: 2.127270 loss_class_dn: 0.418712 loss_bbox_dn: 0.217354 loss_giou_dn: 0.615339 loss_class_aux_dn: 0.897219 loss_bbox_aux_dn: 0.496987 loss_giou_aux_dn: 1.371306 loss: 10.948064 eta: 30 days, 5:35:50 batch_cost: 0.6695 data_cost: 0.0183 ips: 11.9484 images/s
[08/14 18:49:16] ppdet.engine INFO: Epoch: [0] [43600/54024] learning_rate: 0.000100 loss_class: 0.804546 loss_bbox: 0.168084 loss_giou: 0.631012 loss_class_aux: 2.476932 loss_bbox_aux: 0.556006 loss_giou_aux: 2.040238 loss_class_dn: 0.412301 loss_bbox_dn: 0.216994 loss_giou_dn: 0.604529 loss_class_aux_dn: 0.886096 loss_bbox_aux_dn: 0.501917 loss_giou_aux_dn: 1.356880 loss: 10.751047 eta: 30 days, 5:20:18 batch_cost: 0.6340 data_cost: 0.0299 ips: 12.6183 images/s
[08/14 18:51:43] ppdet.engine INFO: Epoch: [0] [43800/54024] learning_rate: 0.000100 loss_class: 0.770867 loss_bbox: 0.173810 loss_giou: 0.642363 loss_class_aux: 2.379815 loss_bbox_aux: 0.598550 loss_giou_aux: 2.090488 loss_class_dn: 0.419515 loss_bbox_dn: 0.210680 loss_giou_dn: 0.588528 loss_class_aux_dn: 0.903026 loss_bbox_aux_dn: 0.493350 loss_giou_aux_dn: 1.334096 loss: 10.846610 eta: 30 days, 5:23:46 batch_cost: 0.6985 data_cost: 0.0281 ips: 11.4530 images/s
[08/14 18:54:13] ppdet.engine INFO: Epoch: [0] [44000/54024] learning_rate: 0.000100 loss_class: 0.853208 loss_bbox: 0.194205 loss_giou: 0.753543 loss_class_aux: 2.646156 loss_bbox_aux: 0.646638 loss_giou_aux: 2.389774 loss_class_dn: 0.439754 loss_bbox_dn: 0.231669 loss_giou_dn: 0.661007 loss_class_aux_dn: 0.944398 loss_bbox_aux_dn: 0.523915 loss_giou_aux_dn: 1.487433 loss: 11.669683 eta: 30 days, 5:29:11 batch_cost: 0.7054 data_cost: 0.1541 ips: 11.3415 images/s
[08/14 18:56:34] ppdet.engine INFO: Epoch: [0] [44200/54024] learning_rate: 0.000100 loss_class: 0.805157 loss_bbox: 0.178617 loss_giou: 0.663618 loss_class_aux: 2.502446 loss_bbox_aux: 0.590442 loss_giou_aux: 2.130936 loss_class_dn: 0.406257 loss_bbox_dn: 0.204333 loss_giou_dn: 0.600726 loss_class_aux_dn: 0.874195 loss_bbox_aux_dn: 0.475236 loss_giou_aux_dn: 1.347184 loss: 10.572983 eta: 30 days, 5:24:31 batch_cost: 0.6708 data_cost: 0.0830 ips: 11.9256 images/s
[08/14 18:59:01] ppdet.engine INFO: Epoch: [0] [44400/54024] learning_rate: 0.000100 loss_class: 0.803409 loss_bbox: 0.173001 loss_giou: 0.658998 loss_class_aux: 2.447953 loss_bbox_aux: 0.580316 loss_giou_aux: 2.131035 loss_class_dn: 0.427418 loss_bbox_dn: 0.208996 loss_giou_dn: 0.613247 loss_class_aux_dn: 0.906426 loss_bbox_aux_dn: 0.482538 loss_giou_aux_dn: 1.365449 loss: 10.994773 eta: 30 days, 5:27:03 batch_cost: 0.6957 data_cost: 0.0369 ips: 11.4989 images/s
[08/14 19:01:21] ppdet.engine INFO: Epoch: [0] [44600/54024] learning_rate: 0.000100 loss_class: 0.805250 loss_bbox: 0.181254 loss_giou: 0.678492 loss_class_aux: 2.470170 loss_bbox_aux: 0.599407 loss_giou_aux: 2.184410 loss_class_dn: 0.419194 loss_bbox_dn: 0.215162 loss_giou_dn: 0.618970 loss_class_aux_dn: 0.896807 loss_bbox_aux_dn: 0.503807 loss_giou_aux_dn: 1.382834 loss: 11.091174 eta: 30 days, 5:18:53 batch_cost: 0.6587 data_cost: 0.0644 ips: 12.1458 images/s
[08/14 19:03:27] ppdet.engine INFO: Epoch: [0] [44800/54024] learning_rate: 0.000100 loss_class: 0.809134 loss_bbox: 0.170982 loss_giou: 0.633935 loss_class_aux: 2.482327 loss_bbox_aux: 0.576557 loss_giou_aux: 2.020910 loss_class_dn: 0.417554 loss_bbox_dn: 0.213035 loss_giou_dn: 0.595640 loss_class_aux_dn: 0.886287 loss_bbox_aux_dn: 0.490071 loss_giou_aux_dn: 1.330374 loss: 10.581049 eta: 30 days, 4:52:11 batch_cost: 0.5936 data_cost: 0.0975 ips: 13.4769 images/s
[08/14 19:05:52] ppdet.engine INFO: Epoch: [0] [45000/54024] learning_rate: 0.000100 loss_class: 0.837951 loss_bbox: 0.180130 loss_giou: 0.701796 loss_class_aux: 2.571738 loss_bbox_aux: 0.598136 loss_giou_aux: 2.238888 loss_class_dn: 0.421909 loss_bbox_dn: 0.210830 loss_giou_dn: 0.629256 loss_class_aux_dn: 0.913104 loss_bbox_aux_dn: 0.497687 loss_giou_aux_dn: 1.402730 loss: 11.214565 eta: 30 days, 4:52:06 batch_cost: 0.6864 data_cost: 0.0644 ips: 11.6554 images/s
[08/14 19:08:22] ppdet.engine INFO: Epoch: [0] [45200/54024] learning_rate: 0.000100 loss_class: 0.813125 loss_bbox: 0.183592 loss_giou: 0.700571 loss_class_aux: 2.523993 loss_bbox_aux: 0.596970 loss_giou_aux: 2.221397 loss_class_dn: 0.442284 loss_bbox_dn: 0.225663 loss_giou_dn: 0.644092 loss_class_aux_dn: 0.941532 loss_bbox_aux_dn: 0.514292 loss_giou_aux_dn: 1.444942 loss: 11.583825 eta: 30 days, 5:00:31 batch_cost: 0.7164 data_cost: 0.0282 ips: 11.1676 images/s
[08/14 19:10:56] ppdet.engine INFO: Epoch: [0] [45400/54024] learning_rate: 0.000100 loss_class: 0.772335 loss_bbox: 0.168424 loss_giou: 0.655156 loss_class_aux: 2.373999 loss_bbox_aux: 0.556638 loss_giou_aux: 2.097715 loss_class_dn: 0.404120 loss_bbox_dn: 0.206213 loss_giou_dn: 0.575344 loss_class_aux_dn: 0.859298 loss_bbox_aux_dn: 0.477777 loss_giou_aux_dn: 1.308685 loss: 10.522749 eta: 30 days, 5:12:53 batch_cost: 0.7307 data_cost: 0.0572 ips: 10.9479 images/s
[08/14 19:13:21] ppdet.engine INFO: Epoch: [0] [45600/54024] learning_rate: 0.000100 loss_class: 0.829338 loss_bbox: 0.182591 loss_giou: 0.672707 loss_class_aux: 2.524317 loss_bbox_aux: 0.612348 loss_giou_aux: 2.186722 loss_class_dn: 0.422576 loss_bbox_dn: 0.225608 loss_giou_dn: 0.618943 loss_class_aux_dn: 0.903934 loss_bbox_aux_dn: 0.506703 loss_giou_aux_dn: 1.366568 loss: 10.880977 eta: 30 days, 5:13:40 batch_cost: 0.6900 data_cost: 0.0294 ips: 11.5942 images/s
[08/14 19:16:01] ppdet.engine INFO: Epoch: [0] [45800/54024] learning_rate: 0.000100 loss_class: 0.849577 loss_bbox: 0.179622 loss_giou: 0.653388 loss_class_aux: 2.623827 loss_bbox_aux: 0.600696 loss_giou_aux: 2.113726 loss_class_dn: 0.436604 loss_bbox_dn: 0.222485 loss_giou_dn: 0.621290 loss_class_aux_dn: 0.949186 loss_bbox_aux_dn: 0.503843 loss_giou_aux_dn: 1.391814 loss: 11.478294 eta: 30 days, 5:33:34 batch_cost: 0.7584 data_cost: 0.0121 ips: 10.5488 images/s
[08/14 19:18:15] ppdet.engine INFO: Epoch: [0] [46000/54024] learning_rate: 0.000100 loss_class: 0.822598 loss_bbox: 0.183237 loss_giou: 0.694820 loss_class_aux: 2.549086 loss_bbox_aux: 0.601835 loss_giou_aux: 2.263711 loss_class_dn: 0.447732 loss_bbox_dn: 0.216086 loss_giou_dn: 0.641098 loss_class_aux_dn: 0.957343 loss_bbox_aux_dn: 0.495883 loss_giou_aux_dn: 1.429831 loss: 11.652984 eta: 30 days, 5:17:26 batch_cost: 0.6298 data_cost: 0.0573 ips: 12.7034 images/s
[08/14 19:20:33] ppdet.engine INFO: Epoch: [0] [46200/54024] learning_rate: 0.000100 loss_class: 0.798404 loss_bbox: 0.170697 loss_giou: 0.595170 loss_class_aux: 2.439951 loss_bbox_aux: 0.563487 loss_giou_aux: 1.924600 loss_class_dn: 0.411624 loss_bbox_dn: 0.205448 loss_giou_dn: 0.567920 loss_class_aux_dn: 0.887374 loss_bbox_aux_dn: 0.485112 loss_giou_aux_dn: 1.291190 loss: 10.534838 eta: 30 days, 5:07:21 batch_cost: 0.6511 data_cost: 0.0741 ips: 12.2873 images/s
[08/14 19:22:41] ppdet.engine INFO: Epoch: [0] [46400/54024] learning_rate: 0.000100 loss_class: 0.850543 loss_bbox: 0.179620 loss_giou: 0.708844 loss_class_aux: 2.623074 loss_bbox_aux: 0.603451 loss_giou_aux: 2.256738 loss_class_dn: 0.445104 loss_bbox_dn: 0.214478 loss_giou_dn: 0.640811 loss_class_aux_dn: 0.949581 loss_bbox_aux_dn: 0.492834 loss_giou_aux_dn: 1.415779 loss: 11.519460 eta: 30 days, 4:43:41 batch_cost: 0.6017 data_cost: 0.0249 ips: 13.2961 images/s
[08/14 19:25:01] ppdet.engine INFO: Epoch: [0] [46600/54024] learning_rate: 0.000100 loss_class: 0.823549 loss_bbox: 0.178942 loss_giou: 0.699865 loss_class_aux: 2.534179 loss_bbox_aux: 0.581789 loss_giou_aux: 2.225237 loss_class_dn: 0.433807 loss_bbox_dn: 0.206100 loss_giou_dn: 0.626283 loss_class_aux_dn: 0.925214 loss_bbox_aux_dn: 0.473890 loss_giou_aux_dn: 1.407069 loss: 11.211639 eta: 30 days, 4:37:45 batch_cost: 0.6655 data_cost: 0.0319 ips: 12.0218 images/s
[08/14 19:27:34] ppdet.engine INFO: Epoch: [0] [46800/54024] learning_rate: 0.000100 loss_class: 0.800379 loss_bbox: 0.172103 loss_giou: 0.674305 loss_class_aux: 2.478994 loss_bbox_aux: 0.580867 loss_giou_aux: 2.162758 loss_class_dn: 0.419601 loss_bbox_dn: 0.208894 loss_giou_dn: 0.606985 loss_class_aux_dn: 0.898943 loss_bbox_aux_dn: 0.503911 loss_giou_aux_dn: 1.330849 loss: 10.833315 eta: 30 days, 4:47:36 batch_cost: 0.7231 data_cost: 0.1042 ips: 11.0640 images/s
[08/14 19:29:59] ppdet.engine INFO: Epoch: [0] [47000/54024] learning_rate: 0.000100 loss_class: 0.827428 loss_bbox: 0.182569 loss_giou: 0.658379 loss_class_aux: 2.557019 loss_bbox_aux: 0.607150 loss_giou_aux: 2.120512 loss_class_dn: 0.428537 loss_bbox_dn: 0.215754 loss_giou_dn: 0.611947 loss_class_aux_dn: 0.915164 loss_bbox_aux_dn: 0.502114 loss_giou_aux_dn: 1.352655 loss: 11.044935 eta: 30 days, 4:47:13 batch_cost: 0.6859 data_cost: 0.0389 ips: 11.6637 images/s
[08/14 19:32:20] ppdet.engine INFO: Epoch: [0] [47200/54024] learning_rate: 0.000100 loss_class: 0.798380 loss_bbox: 0.178281 loss_giou: 0.693262 loss_class_aux: 2.450455 loss_bbox_aux: 0.594148 loss_giou_aux: 2.202470 loss_class_dn: 0.422353 loss_bbox_dn: 0.213959 loss_giou_dn: 0.603953 loss_class_aux_dn: 0.904282 loss_bbox_aux_dn: 0.497980 loss_giou_aux_dn: 1.359182 loss: 10.971020 eta: 30 days, 4:41:55 batch_cost: 0.6678 data_cost: 0.0661 ips: 11.9796 images/s
[08/14 19:35:16] ppdet.engine INFO: Epoch: [0] [47400/54024] learning_rate: 0.000100 loss_class: 0.801988 loss_bbox: 0.179630 loss_giou: 0.675606 loss_class_aux: 2.491865 loss_bbox_aux: 0.594079 loss_giou_aux: 2.172787 loss_class_dn: 0.421971 loss_bbox_dn: 0.219846 loss_giou_dn: 0.596262 loss_class_aux_dn: 0.903243 loss_bbox_aux_dn: 0.504972 loss_giou_aux_dn: 1.349579 loss: 11.066832 eta: 30 days, 5:24:29 batch_cost: 0.8449 data_cost: 0.2041 ips: 9.4691 images/s
[08/14 19:37:40] ppdet.engine INFO: Epoch: [0] [47600/54024] learning_rate: 0.000100 loss_class: 0.775042 loss_bbox: 0.176381 loss_giou: 0.682193 loss_class_aux: 2.390948 loss_bbox_aux: 0.581154 loss_giou_aux: 2.162346 loss_class_dn: 0.415963 loss_bbox_dn: 0.206713 loss_giou_dn: 0.610934 loss_class_aux_dn: 0.889959 loss_bbox_aux_dn: 0.492766 loss_giou_aux_dn: 1.354307 loss: 10.873962 eta: 30 days, 5:23:38 batch_cost: 0.6850 data_cost: 0.0476 ips: 11.6796 images/s
[08/14 19:40:13] ppdet.engine INFO: Epoch: [0] [47800/54024] learning_rate: 0.000100 loss_class: 0.783727 loss_bbox: 0.171499 loss_giou: 0.698305 loss_class_aux: 2.421697 loss_bbox_aux: 0.577576 loss_giou_aux: 2.218889 loss_class_dn: 0.421455 loss_bbox_dn: 0.208491 loss_giou_dn: 0.634945 loss_class_aux_dn: 0.914017 loss_bbox_aux_dn: 0.477815 loss_giou_aux_dn: 1.405607 loss: 11.195317 eta: 30 days, 5:33:52 batch_cost: 0.7263 data_cost: 0.0647 ips: 11.0145 images/s
[08/14 19:42:53] ppdet.engine INFO: Epoch: [0] [48000/54024] learning_rate: 0.000100 loss_class: 0.798008 loss_bbox: 0.172776 loss_giou: 0.655917 loss_class_aux: 2.479140 loss_bbox_aux: 0.565090 loss_giou_aux: 2.082111 loss_class_dn: 0.407594 loss_bbox_dn: 0.207016 loss_giou_dn: 0.605699 loss_class_aux_dn: 0.868642 loss_bbox_aux_dn: 0.481985 loss_giou_aux_dn: 1.360636 loss: 10.818084 eta: 30 days, 5:53:22 batch_cost: 0.7615 data_cost: 0.0709 ips: 10.5062 images/s
[08/14 19:45:17] ppdet.engine INFO: Epoch: [0] [48200/54024] learning_rate: 0.000100 loss_class: 0.844580 loss_bbox: 0.176539 loss_giou: 0.672644 loss_class_aux: 2.579945 loss_bbox_aux: 0.578355 loss_giou_aux: 2.161327 loss_class_dn: 0.438610 loss_bbox_dn: 0.207621 loss_giou_dn: 0.610464 loss_class_aux_dn: 0.942895 loss_bbox_aux_dn: 0.479456 loss_giou_aux_dn: 1.383265 loss: 11.239207 eta: 30 days, 5:50:31 batch_cost: 0.6780 data_cost: 0.0592 ips: 11.7990 images/s
[08/14 19:47:38] ppdet.engine INFO: Epoch: [0] [48400/54024] learning_rate: 0.000100 loss_class: 0.814134 loss_bbox: 0.179816 loss_giou: 0.668565 loss_class_aux: 2.525430 loss_bbox_aux: 0.597653 loss_giou_aux: 2.110755 loss_class_dn: 0.423517 loss_bbox_dn: 0.219293 loss_giou_dn: 0.617079 loss_class_aux_dn: 0.907823 loss_bbox_aux_dn: 0.509451 loss_giou_aux_dn: 1.372999 loss: 11.062931 eta: 30 days, 5:44:27 batch_cost: 0.6659 data_cost: 0.0429 ips: 12.0145 images/s
[08/14 19:50:14] ppdet.engine INFO: Epoch: [0] [48600/54024] learning_rate: 0.000100 loss_class: 0.833432 loss_bbox: 0.187286 loss_giou: 0.678476 loss_class_aux: 2.572070 loss_bbox_aux: 0.618268 loss_giou_aux: 2.168103 loss_class_dn: 0.434453 loss_bbox_dn: 0.223603 loss_giou_dn: 0.632812 loss_class_aux_dn: 0.915659 loss_bbox_aux_dn: 0.509769 loss_giou_aux_dn: 1.397553 loss: 11.221940 eta: 30 days, 5:58:40 batch_cost: 0.7427 data_cost: 0.0877 ips: 10.7716 images/s
[08/14 19:52:34] ppdet.engine INFO: Epoch: [0] [48800/54024] learning_rate: 0.000100 loss_class: 0.822624 loss_bbox: 0.183446 loss_giou: 0.661749 loss_class_aux: 2.520875 loss_bbox_aux: 0.609817 loss_giou_aux: 2.131063 loss_class_dn: 0.430218 loss_bbox_dn: 0.215710 loss_giou_dn: 0.607876 loss_class_aux_dn: 0.923666 loss_bbox_aux_dn: 0.495702 loss_giou_aux_dn: 1.367726 loss: 11.258502 eta: 30 days, 5:51:16 batch_cost: 0.6608 data_cost: 0.0758 ips: 12.1058 images/s
[08/14 19:55:05] ppdet.engine INFO: Epoch: [0] [49000/54024] learning_rate: 0.000100 loss_class: 0.852778 loss_bbox: 0.190570 loss_giou: 0.665910 loss_class_aux: 2.617069 loss_bbox_aux: 0.620604 loss_giou_aux: 2.131453 loss_class_dn: 0.439411 loss_bbox_dn: 0.219779 loss_giou_dn: 0.599551 loss_class_aux_dn: 0.943668 loss_bbox_aux_dn: 0.519842 loss_giou_aux_dn: 1.356276 loss: 11.302651 eta: 30 days, 5:58:48 batch_cost: 0.7178 data_cost: 0.0326 ips: 11.1446 images/s
[08/14 19:57:27] ppdet.engine INFO: Epoch: [0] [49200/54024] learning_rate: 0.000100 loss_class: 0.862077 loss_bbox: 0.191604 loss_giou: 0.704296 loss_class_aux: 2.667942 loss_bbox_aux: 0.642070 loss_giou_aux: 2.256492 loss_class_dn: 0.447750 loss_bbox_dn: 0.236287 loss_giou_dn: 0.638353 loss_class_aux_dn: 0.972317 loss_bbox_aux_dn: 0.542566 loss_giou_aux_dn: 1.429515 loss: 11.509443 eta: 30 days, 5:55:06 batch_cost: 0.6750 data_cost: 0.0828 ips: 11.8522 images/s
[08/14 19:59:52] ppdet.engine INFO: Epoch: [0] [49400/54024] learning_rate: 0.000100 loss_class: 0.834298 loss_bbox: 0.175196 loss_giou: 0.658739 loss_class_aux: 2.552405 loss_bbox_aux: 0.578243 loss_giou_aux: 2.108699 loss_class_dn: 0.432351 loss_bbox_dn: 0.212700 loss_giou_dn: 0.609515 loss_class_aux_dn: 0.929956 loss_bbox_aux_dn: 0.492121 loss_giou_aux_dn: 1.373979 loss: 11.298916 eta: 30 days, 5:54:13 batch_cost: 0.6858 data_cost: 0.0984 ips: 11.6655 images/s
[08/14 20:02:38] ppdet.engine INFO: Epoch: [0] [49600/54024] learning_rate: 0.000100 loss_class: 0.793822 loss_bbox: 0.173239 loss_giou: 0.645930 loss_class_aux: 2.414476 loss_bbox_aux: 0.579198 loss_giou_aux: 2.076004 loss_class_dn: 0.406342 loss_bbox_dn: 0.206801 loss_giou_dn: 0.590691 loss_class_aux_dn: 0.883351 loss_bbox_aux_dn: 0.484700 loss_giou_aux_dn: 1.315825 loss: 10.691772 eta: 30 days, 6:21:57 batch_cost: 0.7967 data_cost: 0.0662 ips: 10.0411 images/s
[08/14 20:05:31] ppdet.engine INFO: Epoch: [0] [49800/54024] learning_rate: 0.000100 loss_class: 0.829739 loss_bbox: 0.181062 loss_giou: 0.715958 loss_class_aux: 2.568913 loss_bbox_aux: 0.606529 loss_giou_aux: 2.277786 loss_class_dn: 0.434658 loss_bbox_dn: 0.208095 loss_giou_dn: 0.638685 loss_class_aux_dn: 0.932416 loss_bbox_aux_dn: 0.489446 loss_giou_aux_dn: 1.417761 loss: 11.443834 eta: 30 days, 6:56:17 batch_cost: 0.8234 data_cost: 0.0994 ips: 9.7164 images/s
[08/14 20:08:08] ppdet.engine INFO: Epoch: [0] [50000/54024] learning_rate: 0.000100 loss_class: 0.847797 loss_bbox: 0.188246 loss_giou: 0.699604 loss_class_aux: 2.621429 loss_bbox_aux: 0.625029 loss_giou_aux: 2.246147 loss_class_dn: 0.449068 loss_bbox_dn: 0.223625 loss_giou_dn: 0.648496 loss_class_aux_dn: 0.965821 loss_bbox_aux_dn: 0.516938 loss_giou_aux_dn: 1.433908 loss: 11.458677 eta: 30 days, 7:11:41 batch_cost: 0.7506 data_cost: 0.1188 ips: 10.6588 images/s
[08/14 20:10:41] ppdet.engine INFO: Epoch: [0] [50200/54024] learning_rate: 0.000100 loss_class: 0.830908 loss_bbox: 0.176008 loss_giou: 0.661147 loss_class_aux: 2.516987 loss_bbox_aux: 0.581720 loss_giou_aux: 2.131124 loss_class_dn: 0.424612 loss_bbox_dn: 0.208732 loss_giou_dn: 0.597805 loss_class_aux_dn: 0.914307 loss_bbox_aux_dn: 0.474658 loss_giou_aux_dn: 1.359139 loss: 11.054507 eta: 30 days, 7:19:56 batch_cost: 0.7231 data_cost: 0.1442 ips: 11.0634 images/s
[08/14 20:13:14] ppdet.engine INFO: Epoch: [0] [50400/54024] learning_rate: 0.000100 loss_class: 0.828207 loss_bbox: 0.186695 loss_giou: 0.700564 loss_class_aux: 2.588385 loss_bbox_aux: 0.611817 loss_giou_aux: 2.232785 loss_class_dn: 0.436032 loss_bbox_dn: 0.235797 loss_giou_dn: 0.644310 loss_class_aux_dn: 0.927945 loss_bbox_aux_dn: 0.547417 loss_giou_aux_dn: 1.423366 loss: 11.438275 eta: 30 days, 7:29:41 batch_cost: 0.7293 data_cost: 0.1464 ips: 10.9691 images/s
[08/14 20:16:06] ppdet.engine INFO: Epoch: [0] [50600/54024] learning_rate: 0.000100 loss_class: 0.835979 loss_bbox: 0.179936 loss_giou: 0.668236 loss_class_aux: 2.566222 loss_bbox_aux: 0.598944 loss_giou_aux: 2.137327 loss_class_dn: 0.437141 loss_bbox_dn: 0.215460 loss_giou_dn: 0.615532 loss_class_aux_dn: 0.942829 loss_bbox_aux_dn: 0.496511 loss_giou_aux_dn: 1.382364 loss: 11.252127 eta: 30 days, 8:01:54 batch_cost: 0.8185 data_cost: 0.1406 ips: 9.7740 images/s
[08/14 20:18:51] ppdet.engine INFO: Epoch: [0] [50800/54024] learning_rate: 0.000100 loss_class: 0.832714 loss_bbox: 0.189200 loss_giou: 0.704103 loss_class_aux: 2.545622 loss_bbox_aux: 0.629268 loss_giou_aux: 2.303964 loss_class_dn: 0.443378 loss_bbox_dn: 0.215642 loss_giou_dn: 0.638798 loss_class_aux_dn: 0.930884 loss_bbox_aux_dn: 0.507176 loss_giou_aux_dn: 1.430273 loss: 11.470653 eta: 30 days, 8:26:41 batch_cost: 0.7901 data_cost: 0.1404 ips: 10.1249 images/s
[08/14 20:21:41] ppdet.engine INFO: Epoch: [0] [51000/54024] learning_rate: 0.000100 loss_class: 0.837258 loss_bbox: 0.183932 loss_giou: 0.676195 loss_class_aux: 2.541744 loss_bbox_aux: 0.613637 loss_giou_aux: 2.185296 loss_class_dn: 0.418810 loss_bbox_dn: 0.221201 loss_giou_dn: 0.610875 loss_class_aux_dn: 0.904282 loss_bbox_aux_dn: 0.502470 loss_giou_aux_dn: 1.368853 loss: 10.936765 eta: 30 days, 8:56:29 batch_cost: 0.8109 data_cost: 0.0207 ips: 9.8652 images/s
[08/14 20:24:24] ppdet.engine INFO: Epoch: [0] [51200/54024] learning_rate: 0.000100 loss_class: 0.830923 loss_bbox: 0.177344 loss_giou: 0.707371 loss_class_aux: 2.572090 loss_bbox_aux: 0.596276 loss_giou_aux: 2.285119 loss_class_dn: 0.431875 loss_bbox_dn: 0.206413 loss_giou_dn: 0.622586 loss_class_aux_dn: 0.928328 loss_bbox_aux_dn: 0.476392 loss_giou_aux_dn: 1.373925 loss: 11.047850 eta: 30 days, 9:18:08 batch_cost: 0.7794 data_cost: 0.0446 ips: 10.2643 images/s
[08/14 20:26:50] ppdet.engine INFO: Epoch: [0] [51400/54024] learning_rate: 0.000100 loss_class: 0.794612 loss_bbox: 0.163385 loss_giou: 0.628948 loss_class_aux: 2.415259 loss_bbox_aux: 0.542734 loss_giou_aux: 2.022830 loss_class_dn: 0.407551 loss_bbox_dn: 0.201842 loss_giou_dn: 0.575925 loss_class_aux_dn: 0.885910 loss_bbox_aux_dn: 0.473622 loss_giou_aux_dn: 1.298945 loss: 10.541737 eta: 30 days, 9:17:58 batch_cost: 0.6924 data_cost: 0.0417 ips: 11.5537 images/s
[08/14 20:29:13] ppdet.engine INFO: Epoch: [0] [51600/54024] learning_rate: 0.000100 loss_class: 0.839500 loss_bbox: 0.176844 loss_giou: 0.674379 loss_class_aux: 2.594514 loss_bbox_aux: 0.585527 loss_giou_aux: 2.166962 loss_class_dn: 0.431962 loss_bbox_dn: 0.220783 loss_giou_dn: 0.607557 loss_class_aux_dn: 0.933129 loss_bbox_aux_dn: 0.512923 loss_giou_aux_dn: 1.373744 loss: 11.196878 eta: 30 days, 9:13:49 batch_cost: 0.6765 data_cost: 0.0194 ips: 11.8253 images/s
[08/14 20:31:43] ppdet.engine INFO: Epoch: [0] [51800/54024] learning_rate: 0.000100 loss_class: 0.798804 loss_bbox: 0.173491 loss_giou: 0.681714 loss_class_aux: 2.470405 loss_bbox_aux: 0.582590 loss_giou_aux: 2.182164 loss_class_dn: 0.422608 loss_bbox_dn: 0.200760 loss_giou_dn: 0.596646 loss_class_aux_dn: 0.911359 loss_bbox_aux_dn: 0.468585 loss_giou_aux_dn: 1.331681 loss: 10.812727 eta: 30 days, 9:18:22 batch_cost: 0.7116 data_cost: 0.0221 ips: 11.2422 images/s
[08/14 20:34:19] ppdet.engine INFO: Epoch: [0] [52000/54024] learning_rate: 0.000100 loss_class: 0.828402 loss_bbox: 0.187116 loss_giou: 0.640361 loss_class_aux: 2.527606 loss_bbox_aux: 0.616162 loss_giou_aux: 2.039410 loss_class_dn: 0.419784 loss_bbox_dn: 0.226041 loss_giou_dn: 0.581217 loss_class_aux_dn: 0.903465 loss_bbox_aux_dn: 0.524211 loss_giou_aux_dn: 1.300386 loss: 10.933224 eta: 30 days, 9:30:35 batch_cost: 0.7431 data_cost: 0.0142 ips: 10.7659 images/s
[08/14 20:37:01] ppdet.engine INFO: Epoch: [0] [52200/54024] learning_rate: 0.000100 loss_class: 0.824524 loss_bbox: 0.168763 loss_giou: 0.643042 loss_class_aux: 2.555515 loss_bbox_aux: 0.560811 loss_giou_aux: 2.041803 loss_class_dn: 0.411892 loss_bbox_dn: 0.205133 loss_giou_dn: 0.579331 loss_class_aux_dn: 0.902181 loss_bbox_aux_dn: 0.482907 loss_giou_aux_dn: 1.311441 loss: 10.827084 eta: 30 days, 9:50:47 batch_cost: 0.7760 data_cost: 0.0444 ips: 10.3087 images/s
[08/14 20:39:39] ppdet.engine INFO: Epoch: [0] [52400/54024] learning_rate: 0.000100 loss_class: 0.806702 loss_bbox: 0.177481 loss_giou: 0.683372 loss_class_aux: 2.495091 loss_bbox_aux: 0.589982 loss_giou_aux: 2.177546 loss_class_dn: 0.425620 loss_bbox_dn: 0.205026 loss_giou_dn: 0.613173 loss_class_aux_dn: 0.907104 loss_bbox_aux_dn: 0.486032 loss_giou_aux_dn: 1.372153 loss: 11.017904 eta: 30 days, 10:03:50 batch_cost: 0.7475 data_cost: 0.0710 ips: 10.7028 images/s
[08/14 20:42:10] ppdet.engine INFO: Epoch: [0] [52600/54024] learning_rate: 0.000100 loss_class: 0.836160 loss_bbox: 0.189594 loss_giou: 0.698771 loss_class_aux: 2.601672 loss_bbox_aux: 0.623230 loss_giou_aux: 2.206362 loss_class_dn: 0.443139 loss_bbox_dn: 0.221438 loss_giou_dn: 0.624955 loss_class_aux_dn: 0.948381 loss_bbox_aux_dn: 0.511863 loss_giou_aux_dn: 1.407152 loss: 11.470023 eta: 30 days, 10:10:09 batch_cost: 0.7203 data_cost: 0.0119 ips: 11.1067 images/s
[08/14 20:44:45] ppdet.engine INFO: Epoch: [0] [52800/54024] learning_rate: 0.000100 loss_class: 0.802044 loss_bbox: 0.172103 loss_giou: 0.627898 loss_class_aux: 2.480614 loss_bbox_aux: 0.574250 loss_giou_aux: 2.053788 loss_class_dn: 0.424112 loss_bbox_dn: 0.203360 loss_giou_dn: 0.592455 loss_class_aux_dn: 0.901869 loss_bbox_aux_dn: 0.477455 loss_giou_aux_dn: 1.327170 loss: 10.881432 eta: 30 days, 10:20:13 batch_cost: 0.7360 data_cost: 0.0375 ips: 10.8694 images/s
[08/14 20:47:14] ppdet.engine INFO: Epoch: [0] [53000/54024] learning_rate: 0.000100 loss_class: 0.789210 loss_bbox: 0.183391 loss_giou: 0.685106 loss_class_aux: 2.450996 loss_bbox_aux: 0.605610 loss_giou_aux: 2.175875 loss_class_dn: 0.419208 loss_bbox_dn: 0.217482 loss_giou_dn: 0.627455 loss_class_aux_dn: 0.905001 loss_bbox_aux_dn: 0.507986 loss_giou_aux_dn: 1.395613 loss: 11.101514 eta: 30 days, 10:22:49 batch_cost: 0.7055 data_cost: 0.0387 ips: 11.3399 images/s
[08/14 20:49:53] ppdet.engine INFO: Epoch: [0] [53200/54024] learning_rate: 0.000100 loss_class: 0.809121 loss_bbox: 0.168299 loss_giou: 0.635903 loss_class_aux: 2.506870 loss_bbox_aux: 0.559961 loss_giou_aux: 2.058559 loss_class_dn: 0.415670 loss_bbox_dn: 0.195551 loss_giou_dn: 0.583787 loss_class_aux_dn: 0.909214 loss_bbox_aux_dn: 0.458192 loss_giou_aux_dn: 1.317084 loss: 10.615976 eta: 30 days, 10:38:04 batch_cost: 0.7583 data_cost: 0.1217 ips: 10.5505 images/s
[08/14 20:52:42] ppdet.engine INFO: Epoch: [0] [53400/54024] learning_rate: 0.000100 loss_class: 0.799452 loss_bbox: 0.170216 loss_giou: 0.636984 loss_class_aux: 2.473805 loss_bbox_aux: 0.567959 loss_giou_aux: 2.039728 loss_class_dn: 0.406746 loss_bbox_dn: 0.205847 loss_giou_dn: 0.583139 loss_class_aux_dn: 0.878301 loss_bbox_aux_dn: 0.483453 loss_giou_aux_dn: 1.315748 loss: 10.681524 eta: 30 days, 11:05:45 batch_cost: 0.8108 data_cost: 0.1587 ips: 9.8674 images/s
[08/14 20:55:37] ppdet.engine INFO: Epoch: [0] [53600/54024] learning_rate: 0.000100 loss_class: 0.837423 loss_bbox: 0.174403 loss_giou: 0.652052 loss_class_aux: 2.564011 loss_bbox_aux: 0.584707 loss_giou_aux: 2.104670 loss_class_dn: 0.427160 loss_bbox_dn: 0.211723 loss_giou_dn: 0.599723 loss_class_aux_dn: 0.919828 loss_bbox_aux_dn: 0.498353 loss_giou_aux_dn: 1.353949 loss: 10.903529 eta: 30 days, 11:39:35 batch_cost: 0.8375 data_cost: 0.0606 ips: 9.5526 images/s
[08/14 20:58:06] ppdet.engine INFO: Epoch: [0] [53800/54024] learning_rate: 0.000100 loss_class: 0.791586 loss_bbox: 0.174246 loss_giou: 0.651300 loss_class_aux: 2.468243 loss_bbox_aux: 0.566096 loss_giou_aux: 2.103564 loss_class_dn: 0.420238 loss_bbox_dn: 0.199100 loss_giou_dn: 0.587523 loss_class_aux_dn: 0.891572 loss_bbox_aux_dn: 0.477578 loss_giou_aux_dn: 1.328861 loss: 10.604674 eta: 30 days, 11:43:24 batch_cost: 0.7123 data_cost: 0.1111 ips: 11.2304 images/s
[08/14 21:00:34] ppdet.engine INFO: Epoch: [0] [54000/54024] learning_rate: 0.000100 loss_class: 0.812320 loss_bbox: 0.170245 loss_giou: 0.644767 loss_class_aux: 2.481109 loss_bbox_aux: 0.564579 loss_giou_aux: 2.078181 loss_class_dn: 0.418733 loss_bbox_dn: 0.205478 loss_giou_dn: 0.602525 loss_class_aux_dn: 0.900841 loss_bbox_aux_dn: 0.478302 loss_giou_aux_dn: 1.350976 loss: 11.205593 eta: 30 days, 11:44:35 batch_cost: 0.7014 data_cost: 0.0486 ips: 11.4059 images/s
[08/14 21:00:51] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
loading annotations into memory...
Done (t=5.55s)
creating index...
index created!
[08/14 21:01:00] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 549169, area: 0.0 x1: 742.3126221, y1: 8.545593250000001, x2: 742.3126221, y2: 11.2289734.
[08/14 21:01:09] ppdet.data.source.coco INFO: Load [80000 samples valid, 0 samples invalid] in file /paddle/workspace/dataset/obj365/annotations/zhiyuan_objv2_val.json.
loading annotations into memory...
Done (t=9.68s)
creating index...
index created!
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[08/14 21:29:34] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=5.35s)
creating index...
index created!
[08/14 21:29:41] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=279.80s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=2462.90s).
Accumulating evaluation results...
/paddle/anaconda3/lib/python3.8/site-packages/pycocotools/cocoeval.py:378: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
  tp_sum = np.cumsum(tps, axis=1).astype(dtype=np.float)
/paddle/anaconda3/lib/python3.8/site-packages/pycocotools/cocoeval.py:379: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
  fp_sum = np.cumsum(fps, axis=1).astype(dtype=np.float)
DONE (t=870.51s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.113
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.164
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.121
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.047
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.108
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.158
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.162
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.307
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.330
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.155
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.318
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.446
[08/14 22:31:43] ppdet.engine INFO: Total sample number: 80000, average FPS: 57.87264911835264
[08/14 22:31:43] ppdet.engine INFO: Best test bbox ap is 0.113.
[08/14 22:31:44] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco





grep: warning: GREP_OPTIONS is deprecated; please use an alias or script
I0816 02:16:58.163844 14558 tcp_utils.cc:181] The server starts to listen on IP_ANY:50307
I0816 02:16:58.164027 14558 tcp_utils.cc:130] Successfully connected to 10.21.226.186:50307
W0816 02:17:02.957713 14558 gpu_resources.cc:61] Please NOTE: device: 4, GPU Compute Capability: 7.0, Driver API Version: 12.0, Runtime API Version: 11.7
W0816 02:17:02.964367 14558 gpu_resources.cc:91] device: 4, cuDNN Version: 8.4.
loading annotations into memory...
Done (t=185.85s)
creating index...
index created!
[08/16 02:20:43] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 91534, area: 0.0 x1: 433.56384276160003, y1: 420.4645385728, x2: 439.66027832960003, y2: 420.4645385728.
[08/16 02:20:49] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 145983, area: 0.0 x1: 211.64685056, y1: 203.173278816, x2: 211.64685056, y2: 204.356811504.
[08/16 02:21:03] ppdet.data.source.coco WARNING: Illegal image file: /paddle/workspace/dataset/obj365/train/patch6/objects365_v1_00320532.jpg, and it will be ignored
[08/16 02:21:03] ppdet.data.source.coco WARNING: Illegal image file: /paddle/workspace/dataset/obj365/train/patch6/objects365_v1_00320534.jpg, and it will be ignored
[08/16 02:21:04] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 335604, area: 0.0 x1: 132.0651185036, y1: 490.995319296, x2: 136.152460152, y2: 490.995319296.
[08/16 02:21:11] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 403860, area: 0.0 x1: 379.8057250816, y1: 464.8757324436, x2: 379.8057250816, y2: 464.8757324436.
[08/16 02:21:21] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 521927, area: 0.0 x1: 55.575744628100004, y1: 270.0220947456, x2: 58.9324340495, y2: 270.0220947456.
[08/16 02:21:22] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 533112, area: 0.0 x1: 652.6395257820001, y1: 150.0715779584, x2: 652.6395257820001, y2: 152.5980086272.
[08/16 02:21:23] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 535871, area: 0.0 x1: 444.405273457, y1: 427.4860839936, x2: 444.405273457, y2: 431.7103271424.
[08/16 02:21:23] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 536966, area: 0.0 x1: 554.6245116984, y1: 299.9646606336, x2: 554.6245116984, y2: 315.069702144.
[08/16 02:21:25] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 547644, area: 0.0 x1: 432.0398170408, y1: 374.5224859648, x2: 432.0398170408, y2: 378.7821602816.
[08/16 02:21:25] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 548210, area: 0.0 x1: 193.9760131584, y1: 273.4229126144, x2: 193.9760131584, y2: 274.5556640768.
[08/16 02:21:26] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 555363, area: 0.0 x1: 337.9105372966, y1: 345.2622006784, x2: 337.9105372966, y2: 349.4704679424.
[08/16 02:21:26] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 560944, area: 0.0 x1: 281.2375488, y1: 306.20666505599996, x2: 282.417053248, y2: 306.20666505599996.
[08/16 02:21:28] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 574787, area: 0.0 x1: 633.690185536, y1: 370.5393676572, x2: 635.97998048, y2: 370.5393676572.
[08/16 02:21:28] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 580684, area: 0.0 x1: 92.80249024999999, y1: 246.2189331, x2: 92.80249024999999, y2: 252.5336914125.
[08/16 02:21:31] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 608537, area: 0.0 x1: 269.571228032, y1: 248.73785399999997, x2: 270.651184064, y2: 248.73785399999997.
[08/16 02:21:44] ppdet.data.source.coco WARNING: Illegal image file: /paddle/workspace/dataset/obj365/train/patch16/objects365_v2_00908726.jpg, and it will be ignored
[08/16 02:21:46] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 929933, area: 0.0 x1: 498.22937010000004, y1: 203.9065551675, x2: 498.22937010000004, y2: 205.8240356343.
[08/16 02:22:38] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1164740, area: 0.0 x1: 234.77111816250002, y1: 388.84838865, x2: 272.0889282375, y2: 388.84838865.
[08/16 02:22:48] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1266099, area: 0.0 x1: 468.3398437888, y1: 225.9912109549, x2: 480.1809082368, y2: 225.9912109549.
[08/16 02:22:57] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1352764, area: 0.0 x1: 54.923339850000005, y1: 234.52093504259997, x2: 57.0708008, y2: 234.52093504259997.
[08/16 02:23:03] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1412918, area: 0.0 x1: 136.2822876, y1: 253.56500242500002, x2: 137.74902345, y2: 253.56500242500002.
[08/16 02:23:06] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1446331, area: 0.0 x1: 252.4042969, y1: 332.95404053880003, x2: 253.48120115, y2: 332.95404053880003.
[08/16 02:23:14] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1518543, area: 0.0 x1: 440.3457031168, y1: 274.5519409231, x2: 445.8432617472, y2: 274.5519409231.
[08/16 02:23:27] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1647753, area: 0.0 x1: 227.7290649447, y1: 128.05914305, x2: 238.9132690452, y2: 128.05914305.
[08/16 02:23:39] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1757038, area: 0.0 x1: 312.9022217216, y1: 489.3071288832, x2: 312.9022217216, y2: 490.59814456320004.
[08/16 02:23:41] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1777092, area: 0.0 x1: 839.4415283397, y1: 80.8392944225, x2: 840.5001220902, y2: 80.8392944225.
[08/16 02:23:43] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1791274, area: 0.0 x1: 246.031555167, y1: 405.0675659, x2: 246.031555167, y2: 410.47296145.
[08/16 02:23:45] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1809953, area: 0.0 x1: 375.01086425, y1: 134.338439932, x2: 375.01086425, y2: 136.6105346846.
[08/16 02:23:48] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1844801, area: 0.0 x1: 246.7679442944, y1: 437.6389160448, x2: 246.7679442944, y2: 437.6389160448.
[08/16 02:23:50] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1860398, area: 0.0 x1: 18.9651489156, y1: 642.1688231936, x2: 18.9651489156, y2: 647.3116454912.
[08/16 02:23:53] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1888478, area: 0.0 x1: 368.96051024999997, y1: 200.7771606279, x2: 368.96051024999997, y2: 202.46685790589999.
[08/16 02:23:56] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1922548, area: 0.0 x1: 818.3527831552, y1: 439.1451416064, x2: 849.3343505408, y2: 439.1451416064.
[08/16 02:24:06] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2014562, area: 0.0 x1: 105.85821535000001, y1: 210.82550047499998, x2: 105.85821535000001, y2: 223.60949707499998.
[08/16 02:24:09] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2039519, area: 0.0 x1: 768.6341553152, y1: 253.5513305856, x2: 768.6341553152, y2: 254.72320558080003.
[08/16 02:24:09] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2042531, area: 0.0 x1: 541.891357425, y1: 369.71459960000004, x2: 541.891357425, y2: 371.3296509.
[08/16 02:24:13] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2072912, area: 0.0 x1: 0.1831055367, y1: 1690.2619628965, x2: 0.1831055367, y2: 1691.694335891.
[08/16 02:24:27] ppdet.data.source.coco INFO: Load [1728775 samples valid, 13517 samples invalid] in file /paddle/workspace/dataset/obj365/annotations/zhiyuan_objv2_train.json.
[08/16 02:25:08] ppdet.utils.checkpoint INFO: Exchange model and ema_model to load:
[08/16 02:25:09] ppdet.utils.checkpoint INFO: Loading ema_model weights from ./output/rtdetr_r18vd_6x_coco/1.pdparams
[08/16 02:25:09] ppdet.utils.checkpoint INFO: Loading model weights from ./output/rtdetr_r18vd_6x_coco/1.pdema
[08/16 02:25:09] ppdet.utils.checkpoint INFO: Finish resuming model weights: ./output/rtdetr_r18vd_6x_coco/1.pdparams
W0816 02:25:10.850720 14558 reducer.cc:622] All parameters are involved in the backward pass. It is recommended to set find_unused_parameters to False to improve performance. However, if unused parameters appear in subsequent iterative training, then an error will occur. Please make it clear that in the subsequent training, there will be no parameters that are not used in the backward pass, and then set find_unused_parameters
[08/16 02:25:11] ppdet.engine INFO: Epoch: [2] [    0/54024] learning_rate: 0.000100 loss_class: 0.730376 loss_bbox: 0.227050 loss_giou: 0.634117 loss_class_aux: 2.373604 loss_bbox_aux: 0.759075 loss_giou_aux: 2.035878 loss_class_dn: 0.371910 loss_bbox_dn: 0.209925 loss_giou_dn: 0.524354 loss_class_aux_dn: 0.825583 loss_bbox_aux_dn: 0.475056 loss_giou_aux_dn: 1.210944 loss: 10.377872 eta: 92 days, 1:37:51 batch_cost: 2.1035 data_cost: 0.0004 ips: 3.8032 images/s
[08/16 02:27:58] ppdet.engine INFO: Epoch: [2] [  200/54024] learning_rate: 0.000100 loss_class: 0.788394 loss_bbox: 0.148373 loss_giou: 0.594238 loss_class_aux: 2.461248 loss_bbox_aux: 0.494535 loss_giou_aux: 1.926063 loss_class_dn: 0.399597 loss_bbox_dn: 0.172552 loss_giou_dn: 0.526661 loss_class_aux_dn: 0.873644 loss_bbox_aux_dn: 0.426722 loss_giou_aux_dn: 1.208562 loss: 10.246000 eta: 35 days, 3:33:22 batch_cost: 0.7966 data_cost: 0.0670 ips: 10.0431 images/s
[08/16 02:30:12] ppdet.engine INFO: Epoch: [2] [  400/54024] learning_rate: 0.000100 loss_class: 0.819485 loss_bbox: 0.160314 loss_giou: 0.650685 loss_class_aux: 2.568433 loss_bbox_aux: 0.539527 loss_giou_aux: 2.064670 loss_class_dn: 0.415138 loss_bbox_dn: 0.179536 loss_giou_dn: 0.565182 loss_class_aux_dn: 0.910720 loss_bbox_aux_dn: 0.446070 loss_giou_aux_dn: 1.292369 loss: 10.528405 eta: 31 days, 7:04:49 batch_cost: 0.6266 data_cost: 0.0245 ips: 12.7667 images/s
[08/16 02:32:50] ppdet.engine INFO: Epoch: [2] [  600/54024] learning_rate: 0.000100 loss_class: 0.812945 loss_bbox: 0.161546 loss_giou: 0.606485 loss_class_aux: 2.514703 loss_bbox_aux: 0.539377 loss_giou_aux: 1.947823 loss_class_dn: 0.408714 loss_bbox_dn: 0.183319 loss_giou_dn: 0.545531 loss_class_aux_dn: 0.905947 loss_bbox_aux_dn: 0.444315 loss_giou_aux_dn: 1.251359 loss: 10.676558 eta: 31 days, 20:28:16 batch_cost: 0.7535 data_cost: 0.0946 ips: 10.6171 images/s
[08/16 02:35:04] ppdet.engine INFO: Epoch: [2] [  800/54024] learning_rate: 0.000100 loss_class: 0.780479 loss_bbox: 0.160837 loss_giou: 0.652016 loss_class_aux: 2.430828 loss_bbox_aux: 0.536939 loss_giou_aux: 2.096119 loss_class_dn: 0.406521 loss_bbox_dn: 0.173261 loss_giou_dn: 0.553331 loss_class_aux_dn: 0.886150 loss_bbox_aux_dn: 0.427850 loss_giou_aux_dn: 1.276707 loss: 10.593940 eta: 30 days, 20:13:54 batch_cost: 0.6356 data_cost: 0.0685 ips: 12.5869 images/s
[08/16 02:37:09] ppdet.engine INFO: Epoch: [2] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.794463 loss_bbox: 0.160318 loss_giou: 0.644319 loss_class_aux: 2.512525 loss_bbox_aux: 0.530828 loss_giou_aux: 2.068985 loss_class_dn: 0.412070 loss_bbox_dn: 0.177726 loss_giou_dn: 0.573885 loss_class_aux_dn: 0.896372 loss_bbox_aux_dn: 0.434248 loss_giou_aux_dn: 1.306020 loss: 10.674184 eta: 29 days, 18:45:17 batch_cost: 0.5836 data_cost: 0.0110 ips: 13.7083 images/s
[08/16 02:39:32] ppdet.engine INFO: Epoch: [2] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.784514 loss_bbox: 0.152708 loss_giou: 0.621281 loss_class_aux: 2.424484 loss_bbox_aux: 0.500591 loss_giou_aux: 2.003427 loss_class_dn: 0.402791 loss_bbox_dn: 0.175308 loss_giou_dn: 0.528649 loss_class_aux_dn: 0.875145 loss_bbox_aux_dn: 0.436059 loss_giou_aux_dn: 1.223763 loss: 10.263728 eta: 29 days, 17:27:43 batch_cost: 0.6734 data_cost: 0.0114 ips: 11.8797 images/s
[08/16 02:42:30] ppdet.engine INFO: Epoch: [2] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.830931 loss_bbox: 0.164076 loss_giou: 0.623382 loss_class_aux: 2.549839 loss_bbox_aux: 0.548932 loss_giou_aux: 2.022046 loss_class_dn: 0.422341 loss_bbox_dn: 0.184937 loss_giou_dn: 0.550385 loss_class_aux_dn: 0.930795 loss_bbox_aux_dn: 0.449022 loss_giou_aux_dn: 1.262273 loss: 10.716687 eta: 30 days, 19:39:32 batch_cost: 0.8544 data_cost: 0.2561 ips: 9.3632 images/s
[08/16 02:44:42] ppdet.engine INFO: Epoch: [2] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.795987 loss_bbox: 0.161459 loss_giou: 0.643563 loss_class_aux: 2.467239 loss_bbox_aux: 0.550279 loss_giou_aux: 2.078959 loss_class_dn: 0.406739 loss_bbox_dn: 0.181178 loss_giou_dn: 0.566937 loss_class_aux_dn: 0.873016 loss_bbox_aux_dn: 0.441987 loss_giou_aux_dn: 1.295818 loss: 10.523374 eta: 30 days, 8:50:47 batch_cost: 0.6223 data_cost: 0.0057 ips: 12.8565 images/s
[08/16 02:46:51] ppdet.engine INFO: Epoch: [2] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.773372 loss_bbox: 0.158861 loss_giou: 0.596326 loss_class_aux: 2.388225 loss_bbox_aux: 0.529973 loss_giou_aux: 1.902405 loss_class_dn: 0.397324 loss_bbox_dn: 0.175453 loss_giou_dn: 0.516200 loss_class_aux_dn: 0.879272 loss_bbox_aux_dn: 0.431663 loss_giou_aux_dn: 1.173190 loss: 10.193641 eta: 29 days, 22:30:28 batch_cost: 0.6058 data_cost: 0.0053 ips: 13.2060 images/s
[08/16 02:49:27] ppdet.engine INFO: Epoch: [2] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.801956 loss_bbox: 0.160743 loss_giou: 0.628375 loss_class_aux: 2.517630 loss_bbox_aux: 0.530931 loss_giou_aux: 2.015883 loss_class_dn: 0.406141 loss_bbox_dn: 0.178306 loss_giou_dn: 0.546863 loss_class_aux_dn: 0.898075 loss_bbox_aux_dn: 0.435835 loss_giou_aux_dn: 1.262924 loss: 10.353121 eta: 30 days, 5:01:15 batch_cost: 0.7467 data_cost: 0.0692 ips: 10.7132 images/s
[08/16 02:52:02] ppdet.engine INFO: Epoch: [2] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.797103 loss_bbox: 0.156032 loss_giou: 0.637711 loss_class_aux: 2.449350 loss_bbox_aux: 0.520595 loss_giou_aux: 2.047944 loss_class_dn: 0.412774 loss_bbox_dn: 0.178013 loss_giou_dn: 0.546692 loss_class_aux_dn: 0.898841 loss_bbox_aux_dn: 0.437744 loss_giou_aux_dn: 1.260834 loss: 10.304001 eta: 30 days, 9:32:38 batch_cost: 0.7384 data_cost: 0.0331 ips: 10.8347 images/s
[08/16 02:54:10] ppdet.engine INFO: Epoch: [2] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.809257 loss_bbox: 0.162396 loss_giou: 0.626911 loss_class_aux: 2.537719 loss_bbox_aux: 0.563919 loss_giou_aux: 2.021218 loss_class_dn: 0.419212 loss_bbox_dn: 0.183144 loss_giou_dn: 0.549861 loss_class_aux_dn: 0.914632 loss_bbox_aux_dn: 0.449272 loss_giou_aux_dn: 1.267047 loss: 10.584385 eta: 30 days, 1:20:58 batch_cost: 0.6016 data_cost: 0.0036 ips: 13.2971 images/s
[08/16 02:56:51] ppdet.engine INFO: Epoch: [2] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.793975 loss_bbox: 0.157371 loss_giou: 0.605903 loss_class_aux: 2.461069 loss_bbox_aux: 0.519646 loss_giou_aux: 1.940378 loss_class_dn: 0.394211 loss_bbox_dn: 0.175446 loss_giou_dn: 0.526071 loss_class_aux_dn: 0.874578 loss_bbox_aux_dn: 0.432654 loss_giou_aux_dn: 1.213839 loss: 10.076599 eta: 30 days, 7:36:08 batch_cost: 0.7651 data_cost: 0.0992 ips: 10.4566 images/s
[08/16 02:59:04] ppdet.engine INFO: Epoch: [2] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.825825 loss_bbox: 0.162618 loss_giou: 0.652925 loss_class_aux: 2.539541 loss_bbox_aux: 0.550881 loss_giou_aux: 2.067952 loss_class_dn: 0.420697 loss_bbox_dn: 0.177871 loss_giou_dn: 0.562481 loss_class_aux_dn: 0.914082 loss_bbox_aux_dn: 0.433175 loss_giou_aux_dn: 1.297834 loss: 10.682696 eta: 30 days, 2:38:37 batch_cost: 0.6275 data_cost: 0.0034 ips: 12.7494 images/s
[08/16 03:01:19] ppdet.engine INFO: Epoch: [2] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.790448 loss_bbox: 0.157820 loss_giou: 0.637849 loss_class_aux: 2.446187 loss_bbox_aux: 0.528475 loss_giou_aux: 2.063447 loss_class_dn: 0.407237 loss_bbox_dn: 0.176456 loss_giou_dn: 0.552289 loss_class_aux_dn: 0.893012 loss_bbox_aux_dn: 0.434644 loss_giou_aux_dn: 1.279300 loss: 10.611116 eta: 29 days, 22:55:33 batch_cost: 0.6358 data_cost: 0.0265 ips: 12.5819 images/s
[08/16 03:03:51] ppdet.engine INFO: Epoch: [2] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.806121 loss_bbox: 0.161010 loss_giou: 0.607273 loss_class_aux: 2.475058 loss_bbox_aux: 0.545485 loss_giou_aux: 1.963881 loss_class_dn: 0.414770 loss_bbox_dn: 0.188860 loss_giou_dn: 0.533502 loss_class_aux_dn: 0.895820 loss_bbox_aux_dn: 0.471538 loss_giou_aux_dn: 1.224097 loss: 10.497592 eta: 30 days, 1:31:18 batch_cost: 0.7251 data_cost: 0.0426 ips: 11.0330 images/s
[08/16 03:05:57] ppdet.engine INFO: Epoch: [2] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.783246 loss_bbox: 0.162357 loss_giou: 0.643341 loss_class_aux: 2.418675 loss_bbox_aux: 0.528112 loss_giou_aux: 2.048648 loss_class_dn: 0.404748 loss_bbox_dn: 0.175305 loss_giou_dn: 0.552569 loss_class_aux_dn: 0.902906 loss_bbox_aux_dn: 0.433719 loss_giou_aux_dn: 1.273049 loss: 10.368714 eta: 29 days, 19:29:27 batch_cost: 0.5903 data_cost: 0.0644 ips: 13.5514 images/s
[08/16 03:08:43] ppdet.engine INFO: Epoch: [2] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.780201 loss_bbox: 0.154275 loss_giou: 0.616098 loss_class_aux: 2.452670 loss_bbox_aux: 0.523474 loss_giou_aux: 1.975491 loss_class_dn: 0.395676 loss_bbox_dn: 0.167600 loss_giou_dn: 0.550202 loss_class_aux_dn: 0.868756 loss_bbox_aux_dn: 0.416822 loss_giou_aux_dn: 1.250869 loss: 10.207388 eta: 30 days, 2:09:08 batch_cost: 0.7967 data_cost: 0.1764 ips: 10.0419 images/s
[08/16 03:11:04] ppdet.engine INFO: Epoch: [2] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.786553 loss_bbox: 0.167239 loss_giou: 0.616753 loss_class_aux: 2.449879 loss_bbox_aux: 0.553227 loss_giou_aux: 1.982545 loss_class_dn: 0.397646 loss_bbox_dn: 0.187547 loss_giou_dn: 0.547295 loss_class_aux_dn: 0.877328 loss_bbox_aux_dn: 0.448638 loss_giou_aux_dn: 1.248738 loss: 10.413377 eta: 30 days, 0:56:05 batch_cost: 0.6668 data_cost: 0.0526 ips: 11.9983 images/s
[08/16 03:13:25] ppdet.engine INFO: Epoch: [2] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.806272 loss_bbox: 0.165937 loss_giou: 0.635286 loss_class_aux: 2.493458 loss_bbox_aux: 0.536883 loss_giou_aux: 2.045939 loss_class_dn: 0.408556 loss_bbox_dn: 0.176911 loss_giou_dn: 0.534484 loss_class_aux_dn: 0.908054 loss_bbox_aux_dn: 0.429572 loss_giou_aux_dn: 1.233301 loss: 10.580009 eta: 29 days, 23:57:27 batch_cost: 0.6691 data_cost: 0.0401 ips: 11.9565 images/s
[08/16 03:15:49] ppdet.engine INFO: Epoch: [2] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.800945 loss_bbox: 0.156699 loss_giou: 0.629290 loss_class_aux: 2.483274 loss_bbox_aux: 0.531385 loss_giou_aux: 2.054326 loss_class_dn: 0.409736 loss_bbox_dn: 0.170528 loss_giou_dn: 0.536889 loss_class_aux_dn: 0.892063 loss_bbox_aux_dn: 0.427048 loss_giou_aux_dn: 1.228727 loss: 10.427011 eta: 29 days, 23:31:06 batch_cost: 0.6781 data_cost: 0.0231 ips: 11.7983 images/s
[08/16 03:18:00] ppdet.engine INFO: Epoch: [2] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.775640 loss_bbox: 0.158686 loss_giou: 0.613409 loss_class_aux: 2.424865 loss_bbox_aux: 0.520912 loss_giou_aux: 1.962235 loss_class_dn: 0.399942 loss_bbox_dn: 0.174879 loss_giou_dn: 0.527268 loss_class_aux_dn: 0.874013 loss_bbox_aux_dn: 0.427667 loss_giou_aux_dn: 1.219961 loss: 10.260734 eta: 29 days, 20:26:24 batch_cost: 0.6220 data_cost: 0.0080 ips: 12.8627 images/s
[08/16 03:20:19] ppdet.engine INFO: Epoch: [2] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.817463 loss_bbox: 0.161204 loss_giou: 0.674670 loss_class_aux: 2.564252 loss_bbox_aux: 0.546190 loss_giou_aux: 2.192415 loss_class_dn: 0.432859 loss_bbox_dn: 0.182440 loss_giou_dn: 0.575413 loss_class_aux_dn: 0.946497 loss_bbox_aux_dn: 0.448375 loss_giou_aux_dn: 1.326501 loss: 11.014986 eta: 29 days, 19:07:46 batch_cost: 0.6549 data_cost: 0.0150 ips: 12.2154 images/s
[08/16 03:22:29] ppdet.engine INFO: Epoch: [2] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.786651 loss_bbox: 0.157893 loss_giou: 0.669976 loss_class_aux: 2.457307 loss_bbox_aux: 0.523744 loss_giou_aux: 2.121903 loss_class_dn: 0.411309 loss_bbox_dn: 0.177754 loss_giou_dn: 0.554284 loss_class_aux_dn: 0.896742 loss_bbox_aux_dn: 0.434764 loss_giou_aux_dn: 1.275941 loss: 10.693162 eta: 29 days, 16:07:09 batch_cost: 0.6136 data_cost: 0.0295 ips: 13.0380 images/s
[08/16 03:24:52] ppdet.engine INFO: Epoch: [2] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.805777 loss_bbox: 0.158352 loss_giou: 0.622755 loss_class_aux: 2.510732 loss_bbox_aux: 0.533159 loss_giou_aux: 1.968813 loss_class_dn: 0.407162 loss_bbox_dn: 0.181031 loss_giou_dn: 0.534281 loss_class_aux_dn: 0.884557 loss_bbox_aux_dn: 0.442264 loss_giou_aux_dn: 1.244857 loss: 10.402460 eta: 29 days, 16:07:40 batch_cost: 0.6799 data_cost: 0.0268 ips: 11.7668 images/s
[08/16 03:27:18] ppdet.engine INFO: Epoch: [2] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.785438 loss_bbox: 0.157526 loss_giou: 0.632001 loss_class_aux: 2.459273 loss_bbox_aux: 0.526427 loss_giou_aux: 2.007943 loss_class_dn: 0.410600 loss_bbox_dn: 0.181717 loss_giou_dn: 0.549700 loss_class_aux_dn: 0.886302 loss_bbox_aux_dn: 0.442572 loss_giou_aux_dn: 1.276022 loss: 10.459414 eta: 29 days, 16:44:01 batch_cost: 0.6948 data_cost: 0.0558 ips: 11.5147 images/s
[08/16 03:29:17] ppdet.engine INFO: Epoch: [2] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.795646 loss_bbox: 0.160408 loss_giou: 0.668158 loss_class_aux: 2.473091 loss_bbox_aux: 0.524669 loss_giou_aux: 2.128694 loss_class_dn: 0.416732 loss_bbox_dn: 0.180571 loss_giou_dn: 0.573628 loss_class_aux_dn: 0.915648 loss_bbox_aux_dn: 0.431684 loss_giou_aux_dn: 1.321936 loss: 10.646999 eta: 29 days, 11:53:42 batch_cost: 0.5558 data_cost: 0.0228 ips: 14.3929 images/s
[08/16 03:31:26] ppdet.engine INFO: Epoch: [2] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.791555 loss_bbox: 0.158206 loss_giou: 0.592095 loss_class_aux: 2.457755 loss_bbox_aux: 0.520224 loss_giou_aux: 1.889521 loss_class_dn: 0.388728 loss_bbox_dn: 0.175875 loss_giou_dn: 0.528439 loss_class_aux_dn: 0.850506 loss_bbox_aux_dn: 0.427508 loss_giou_aux_dn: 1.213062 loss: 10.230989 eta: 29 days, 9:21:44 batch_cost: 0.6082 data_cost: 0.0367 ips: 13.1530 images/s
[08/16 03:33:55] ppdet.engine INFO: Epoch: [2] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.793229 loss_bbox: 0.150427 loss_giou: 0.674657 loss_class_aux: 2.475342 loss_bbox_aux: 0.493868 loss_giou_aux: 2.194048 loss_class_dn: 0.398574 loss_bbox_dn: 0.171187 loss_giou_dn: 0.567627 loss_class_aux_dn: 0.879181 loss_bbox_aux_dn: 0.415606 loss_giou_aux_dn: 1.280789 loss: 10.334432 eta: 29 days, 10:34:26 batch_cost: 0.7070 data_cost: 0.1192 ips: 11.3151 images/s
[08/16 03:36:14] ppdet.engine INFO: Epoch: [2] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.803209 loss_bbox: 0.166091 loss_giou: 0.616274 loss_class_aux: 2.490409 loss_bbox_aux: 0.544991 loss_giou_aux: 1.991067 loss_class_dn: 0.406001 loss_bbox_dn: 0.182189 loss_giou_dn: 0.552105 loss_class_aux_dn: 0.882789 loss_bbox_aux_dn: 0.443198 loss_giou_aux_dn: 1.253261 loss: 10.582931 eta: 29 days, 9:55:17 batch_cost: 0.6561 data_cost: 0.0233 ips: 12.1940 images/s
[08/16 03:38:30] ppdet.engine INFO: Epoch: [2] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.798642 loss_bbox: 0.158602 loss_giou: 0.637935 loss_class_aux: 2.456510 loss_bbox_aux: 0.535854 loss_giou_aux: 2.042440 loss_class_dn: 0.407716 loss_bbox_dn: 0.180015 loss_giou_dn: 0.550339 loss_class_aux_dn: 0.903410 loss_bbox_aux_dn: 0.433593 loss_giou_aux_dn: 1.251095 loss: 10.433722 eta: 29 days, 8:50:10 batch_cost: 0.6421 data_cost: 0.0403 ips: 12.4591 images/s
[08/16 03:40:51] ppdet.engine INFO: Epoch: [2] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.792939 loss_bbox: 0.160407 loss_giou: 0.657585 loss_class_aux: 2.459679 loss_bbox_aux: 0.532758 loss_giou_aux: 2.110202 loss_class_dn: 0.404054 loss_bbox_dn: 0.174242 loss_giou_dn: 0.554864 loss_class_aux_dn: 0.884904 loss_bbox_aux_dn: 0.435572 loss_giou_aux_dn: 1.276812 loss: 10.458777 eta: 29 days, 8:34:37 batch_cost: 0.6653 data_cost: 0.0653 ips: 12.0245 images/s
[08/16 03:43:12] ppdet.engine INFO: Epoch: [2] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.810437 loss_bbox: 0.164635 loss_giou: 0.650705 loss_class_aux: 2.478024 loss_bbox_aux: 0.563687 loss_giou_aux: 2.095621 loss_class_dn: 0.418520 loss_bbox_dn: 0.178679 loss_giou_dn: 0.579377 loss_class_aux_dn: 0.909209 loss_bbox_aux_dn: 0.441605 loss_giou_aux_dn: 1.332875 loss: 10.781512 eta: 29 days, 8:29:00 batch_cost: 0.6701 data_cost: 0.0846 ips: 11.9387 images/s
[08/16 03:45:41] ppdet.engine INFO: Epoch: [2] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.801567 loss_bbox: 0.167499 loss_giou: 0.632365 loss_class_aux: 2.505641 loss_bbox_aux: 0.551025 loss_giou_aux: 2.004756 loss_class_dn: 0.411171 loss_bbox_dn: 0.179352 loss_giou_dn: 0.544101 loss_class_aux_dn: 0.893318 loss_bbox_aux_dn: 0.442560 loss_giou_aux_dn: 1.258734 loss: 10.541694 eta: 29 days, 9:25:20 batch_cost: 0.7035 data_cost: 0.0175 ips: 11.3721 images/s
[08/16 03:48:06] ppdet.engine INFO: Epoch: [2] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.804301 loss_bbox: 0.155920 loss_giou: 0.593487 loss_class_aux: 2.504421 loss_bbox_aux: 0.519161 loss_giou_aux: 1.914043 loss_class_dn: 0.404171 loss_bbox_dn: 0.173002 loss_giou_dn: 0.518504 loss_class_aux_dn: 0.890365 loss_bbox_aux_dn: 0.422698 loss_giou_aux_dn: 1.187931 loss: 10.163342 eta: 29 days, 9:49:52 batch_cost: 0.6876 data_cost: 0.0093 ips: 11.6341 images/s
[08/16 03:50:19] ppdet.engine INFO: Epoch: [2] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.818070 loss_bbox: 0.161829 loss_giou: 0.647677 loss_class_aux: 2.516841 loss_bbox_aux: 0.543241 loss_giou_aux: 2.072957 loss_class_dn: 0.413133 loss_bbox_dn: 0.173694 loss_giou_dn: 0.570636 loss_class_aux_dn: 0.911531 loss_bbox_aux_dn: 0.424658 loss_giou_aux_dn: 1.311481 loss: 10.954000 eta: 29 days, 8:34:13 batch_cost: 0.6312 data_cost: 0.0253 ips: 12.6751 images/s
[08/16 03:52:50] ppdet.engine INFO: Epoch: [2] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.810614 loss_bbox: 0.160527 loss_giou: 0.651411 loss_class_aux: 2.528996 loss_bbox_aux: 0.538041 loss_giou_aux: 2.090992 loss_class_dn: 0.418533 loss_bbox_dn: 0.181369 loss_giou_dn: 0.556460 loss_class_aux_dn: 0.919971 loss_bbox_aux_dn: 0.449643 loss_giou_aux_dn: 1.283937 loss: 10.514163 eta: 29 days, 9:47:19 batch_cost: 0.7163 data_cost: 0.0477 ips: 11.1681 images/s
[08/16 03:55:18] ppdet.engine INFO: Epoch: [2] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.796877 loss_bbox: 0.159276 loss_giou: 0.622892 loss_class_aux: 2.493281 loss_bbox_aux: 0.528815 loss_giou_aux: 1.974714 loss_class_dn: 0.403314 loss_bbox_dn: 0.183227 loss_giou_dn: 0.546917 loss_class_aux_dn: 0.884295 loss_bbox_aux_dn: 0.440676 loss_giou_aux_dn: 1.248271 loss: 10.354013 eta: 29 days, 10:31:51 batch_cost: 0.7015 data_cost: 0.0353 ips: 11.4047 images/s
[08/16 03:57:41] ppdet.engine INFO: Epoch: [2] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.787021 loss_bbox: 0.157795 loss_giou: 0.636401 loss_class_aux: 2.455596 loss_bbox_aux: 0.540644 loss_giou_aux: 2.024813 loss_class_dn: 0.400816 loss_bbox_dn: 0.177299 loss_giou_dn: 0.547207 loss_class_aux_dn: 0.876725 loss_bbox_aux_dn: 0.441301 loss_giou_aux_dn: 1.243299 loss: 10.335841 eta: 29 days, 10:35:55 batch_cost: 0.6779 data_cost: 0.0575 ips: 11.8020 images/s
[08/16 04:00:17] ppdet.engine INFO: Epoch: [2] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.770599 loss_bbox: 0.159749 loss_giou: 0.625354 loss_class_aux: 2.401838 loss_bbox_aux: 0.528263 loss_giou_aux: 1.981911 loss_class_dn: 0.402120 loss_bbox_dn: 0.175788 loss_giou_dn: 0.536607 loss_class_aux_dn: 0.880352 loss_bbox_aux_dn: 0.426368 loss_giou_aux_dn: 1.234357 loss: 10.473621 eta: 29 days, 12:22:40 batch_cost: 0.7434 data_cost: 0.0974 ips: 10.7617 images/s
[08/16 04:02:52] ppdet.engine INFO: Epoch: [2] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.814843 loss_bbox: 0.165582 loss_giou: 0.668976 loss_class_aux: 2.513382 loss_bbox_aux: 0.550492 loss_giou_aux: 2.147854 loss_class_dn: 0.424412 loss_bbox_dn: 0.179167 loss_giou_dn: 0.576014 loss_class_aux_dn: 0.927645 loss_bbox_aux_dn: 0.430824 loss_giou_aux_dn: 1.312735 loss: 10.973229 eta: 29 days, 14:01:46 batch_cost: 0.7419 data_cost: 0.0692 ips: 10.7837 images/s
[08/16 04:05:06] ppdet.engine INFO: Epoch: [2] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.797634 loss_bbox: 0.159276 loss_giou: 0.647121 loss_class_aux: 2.489681 loss_bbox_aux: 0.524150 loss_giou_aux: 2.080007 loss_class_dn: 0.408598 loss_bbox_dn: 0.169679 loss_giou_dn: 0.557534 loss_class_aux_dn: 0.899011 loss_bbox_aux_dn: 0.419013 loss_giou_aux_dn: 1.266266 loss: 10.540455 eta: 29 days, 12:44:50 batch_cost: 0.6275 data_cost: 0.0193 ips: 12.7490 images/s
[08/16 04:07:26] ppdet.engine INFO: Epoch: [2] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.761587 loss_bbox: 0.152547 loss_giou: 0.601569 loss_class_aux: 2.347486 loss_bbox_aux: 0.503532 loss_giou_aux: 1.928700 loss_class_dn: 0.387584 loss_bbox_dn: 0.160939 loss_giou_dn: 0.526473 loss_class_aux_dn: 0.859877 loss_bbox_aux_dn: 0.397580 loss_giou_aux_dn: 1.206906 loss: 10.049020 eta: 29 days, 12:25:43 batch_cost: 0.6647 data_cost: 0.0637 ips: 12.0360 images/s
[08/16 04:09:48] ppdet.engine INFO: Epoch: [2] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.788629 loss_bbox: 0.161725 loss_giou: 0.596402 loss_class_aux: 2.450778 loss_bbox_aux: 0.544812 loss_giou_aux: 1.913024 loss_class_dn: 0.388397 loss_bbox_dn: 0.183702 loss_giou_dn: 0.514385 loss_class_aux_dn: 0.857133 loss_bbox_aux_dn: 0.459659 loss_giou_aux_dn: 1.187277 loss: 10.082518 eta: 29 days, 12:13:24 batch_cost: 0.6689 data_cost: 0.0187 ips: 11.9602 images/s
[08/16 04:12:06] ppdet.engine INFO: Epoch: [2] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.769013 loss_bbox: 0.153106 loss_giou: 0.580679 loss_class_aux: 2.407938 loss_bbox_aux: 0.515765 loss_giou_aux: 1.915004 loss_class_dn: 0.395673 loss_bbox_dn: 0.176837 loss_giou_dn: 0.526587 loss_class_aux_dn: 0.875607 loss_bbox_aux_dn: 0.435605 loss_giou_aux_dn: 1.233274 loss: 10.182035 eta: 29 days, 11:43:25 batch_cost: 0.6559 data_cost: 0.0606 ips: 12.1966 images/s
[08/16 04:14:33] ppdet.engine INFO: Epoch: [2] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.798222 loss_bbox: 0.165399 loss_giou: 0.655703 loss_class_aux: 2.503670 loss_bbox_aux: 0.548465 loss_giou_aux: 2.114004 loss_class_dn: 0.407427 loss_bbox_dn: 0.189014 loss_giou_dn: 0.562895 loss_class_aux_dn: 0.893290 loss_bbox_aux_dn: 0.458707 loss_giou_aux_dn: 1.282041 loss: 10.487301 eta: 29 days, 12:11:43 batch_cost: 0.6977 data_cost: 0.0280 ips: 11.4665 images/s
[08/16 04:17:19] ppdet.engine INFO: Epoch: [2] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.793051 loss_bbox: 0.159825 loss_giou: 0.607668 loss_class_aux: 2.496406 loss_bbox_aux: 0.529002 loss_giou_aux: 1.946938 loss_class_dn: 0.399366 loss_bbox_dn: 0.177959 loss_giou_dn: 0.536554 loss_class_aux_dn: 0.881006 loss_bbox_aux_dn: 0.444646 loss_giou_aux_dn: 1.228321 loss: 10.265499 eta: 29 days, 14:49:03 batch_cost: 0.7951 data_cost: 0.0581 ips: 10.0612 images/s
[08/16 04:19:35] ppdet.engine INFO: Epoch: [2] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.760253 loss_bbox: 0.155395 loss_giou: 0.566593 loss_class_aux: 2.407897 loss_bbox_aux: 0.533626 loss_giou_aux: 1.794314 loss_class_dn: 0.388102 loss_bbox_dn: 0.170544 loss_giou_dn: 0.494178 loss_class_aux_dn: 0.865494 loss_bbox_aux_dn: 0.424227 loss_giou_aux_dn: 1.154616 loss: 9.850691 eta: 29 days, 13:58:40 batch_cost: 0.6416 data_cost: 0.0169 ips: 12.4687 images/s
[08/16 04:21:47] ppdet.engine INFO: Epoch: [2] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.808769 loss_bbox: 0.162877 loss_giou: 0.654154 loss_class_aux: 2.527021 loss_bbox_aux: 0.550824 loss_giou_aux: 2.084765 loss_class_dn: 0.403634 loss_bbox_dn: 0.180472 loss_giou_dn: 0.543932 loss_class_aux_dn: 0.889851 loss_bbox_aux_dn: 0.448293 loss_giou_aux_dn: 1.260474 loss: 10.415619 eta: 29 days, 12:42:22 batch_cost: 0.6199 data_cost: 0.0662 ips: 12.9058 images/s
[08/16 04:24:07] ppdet.engine INFO: Epoch: [2] [10000/54024] learning_rate: 0.000100 loss_class: 0.810772 loss_bbox: 0.165829 loss_giou: 0.652120 loss_class_aux: 2.544053 loss_bbox_aux: 0.549921 loss_giou_aux: 2.101602 loss_class_dn: 0.413814 loss_bbox_dn: 0.178139 loss_giou_dn: 0.576751 loss_class_aux_dn: 0.917381 loss_bbox_aux_dn: 0.438494 loss_giou_aux_dn: 1.321796 loss: 10.889424 eta: 29 days, 12:19:39 batch_cost: 0.6601 data_cost: 0.0476 ips: 12.1188 images/s
[08/16 04:26:16] ppdet.engine INFO: Epoch: [2] [10200/54024] learning_rate: 0.000100 loss_class: 0.779288 loss_bbox: 0.153733 loss_giou: 0.598920 loss_class_aux: 2.442689 loss_bbox_aux: 0.508515 loss_giou_aux: 1.922619 loss_class_dn: 0.392597 loss_bbox_dn: 0.169900 loss_giou_dn: 0.519505 loss_class_aux_dn: 0.860855 loss_bbox_aux_dn: 0.405125 loss_giou_aux_dn: 1.199188 loss: 10.011806 eta: 29 days, 10:51:43 batch_cost: 0.6066 data_cost: 0.0187 ips: 13.1891 images/s
[08/16 04:28:47] ppdet.engine INFO: Epoch: [2] [10400/54024] learning_rate: 0.000100 loss_class: 0.783657 loss_bbox: 0.146465 loss_giou: 0.606084 loss_class_aux: 2.406444 loss_bbox_aux: 0.488771 loss_giou_aux: 1.942616 loss_class_dn: 0.392339 loss_bbox_dn: 0.157289 loss_giou_dn: 0.520986 loss_class_aux_dn: 0.854008 loss_bbox_aux_dn: 0.389613 loss_giou_aux_dn: 1.194771 loss: 9.973203 eta: 29 days, 11:45:35 batch_cost: 0.7212 data_cost: 0.0356 ips: 11.0933 images/s
[08/16 04:31:01] ppdet.engine INFO: Epoch: [2] [10600/54024] learning_rate: 0.000100 loss_class: 0.813847 loss_bbox: 0.160672 loss_giou: 0.659189 loss_class_aux: 2.508635 loss_bbox_aux: 0.543997 loss_giou_aux: 2.093606 loss_class_dn: 0.411119 loss_bbox_dn: 0.177530 loss_giou_dn: 0.552591 loss_class_aux_dn: 0.918577 loss_bbox_aux_dn: 0.436862 loss_giou_aux_dn: 1.259453 loss: 10.544665 eta: 29 days, 10:47:20 batch_cost: 0.6284 data_cost: 0.0296 ips: 12.7309 images/s
[08/16 04:33:16] ppdet.engine INFO: Epoch: [2] [10800/54024] learning_rate: 0.000100 loss_class: 0.769861 loss_bbox: 0.156337 loss_giou: 0.633367 loss_class_aux: 2.459737 loss_bbox_aux: 0.531154 loss_giou_aux: 2.032008 loss_class_dn: 0.396375 loss_bbox_dn: 0.170637 loss_giou_dn: 0.551588 loss_class_aux_dn: 0.867798 loss_bbox_aux_dn: 0.420274 loss_giou_aux_dn: 1.247150 loss: 10.444135 eta: 29 days, 10:05:21 batch_cost: 0.6406 data_cost: 0.0669 ips: 12.4888 images/s
[08/16 04:35:40] ppdet.engine INFO: Epoch: [2] [11000/54024] learning_rate: 0.000100 loss_class: 0.781346 loss_bbox: 0.156283 loss_giou: 0.613008 loss_class_aux: 2.436448 loss_bbox_aux: 0.522151 loss_giou_aux: 1.972932 loss_class_dn: 0.402257 loss_bbox_dn: 0.175301 loss_giou_dn: 0.533003 loss_class_aux_dn: 0.886178 loss_bbox_aux_dn: 0.433192 loss_giou_aux_dn: 1.224253 loss: 10.323781 eta: 29 days, 10:14:42 batch_cost: 0.6842 data_cost: 0.0866 ips: 11.6918 images/s
[08/16 04:37:55] ppdet.engine INFO: Epoch: [2] [11200/54024] learning_rate: 0.000100 loss_class: 0.797618 loss_bbox: 0.160829 loss_giou: 0.649164 loss_class_aux: 2.460110 loss_bbox_aux: 0.527752 loss_giou_aux: 2.061858 loss_class_dn: 0.415902 loss_bbox_dn: 0.176993 loss_giou_dn: 0.560519 loss_class_aux_dn: 0.914824 loss_bbox_aux_dn: 0.433179 loss_giou_aux_dn: 1.270202 loss: 10.471528 eta: 29 days, 9:26:04 batch_cost: 0.6329 data_cost: 0.0502 ips: 12.6394 images/s
[08/16 04:40:42] ppdet.engine INFO: Epoch: [2] [11400/54024] learning_rate: 0.000100 loss_class: 0.762932 loss_bbox: 0.160033 loss_giou: 0.635531 loss_class_aux: 2.380394 loss_bbox_aux: 0.534438 loss_giou_aux: 2.046891 loss_class_dn: 0.406870 loss_bbox_dn: 0.182072 loss_giou_dn: 0.552120 loss_class_aux_dn: 0.887955 loss_bbox_aux_dn: 0.437457 loss_giou_aux_dn: 1.268056 loss: 10.419480 eta: 29 days, 11:39:35 batch_cost: 0.7967 data_cost: 0.1208 ips: 10.0415 images/s
[08/16 04:42:52] ppdet.engine INFO: Epoch: [2] [11600/54024] learning_rate: 0.000100 loss_class: 0.790913 loss_bbox: 0.167216 loss_giou: 0.659328 loss_class_aux: 2.457433 loss_bbox_aux: 0.551707 loss_giou_aux: 2.091180 loss_class_dn: 0.409866 loss_bbox_dn: 0.180544 loss_giou_dn: 0.551281 loss_class_aux_dn: 0.906805 loss_bbox_aux_dn: 0.436512 loss_giou_aux_dn: 1.274176 loss: 10.591713 eta: 29 days, 10:28:13 batch_cost: 0.6119 data_cost: 0.0104 ips: 13.0738 images/s
[08/16 04:45:11] ppdet.engine INFO: Epoch: [2] [11800/54024] learning_rate: 0.000100 loss_class: 0.809049 loss_bbox: 0.157483 loss_giou: 0.634395 loss_class_aux: 2.492751 loss_bbox_aux: 0.534989 loss_giou_aux: 2.012084 loss_class_dn: 0.404918 loss_bbox_dn: 0.178718 loss_giou_dn: 0.540619 loss_class_aux_dn: 0.886980 loss_bbox_aux_dn: 0.437570 loss_giou_aux_dn: 1.232799 loss: 10.371088 eta: 29 days, 10:08:45 batch_cost: 0.6584 data_cost: 0.0896 ips: 12.1502 images/s
[08/16 04:47:15] ppdet.engine INFO: Epoch: [2] [12000/54024] learning_rate: 0.000100 loss_class: 0.802654 loss_bbox: 0.159544 loss_giou: 0.636898 loss_class_aux: 2.470405 loss_bbox_aux: 0.529172 loss_giou_aux: 2.037524 loss_class_dn: 0.406077 loss_bbox_dn: 0.178925 loss_giou_dn: 0.551288 loss_class_aux_dn: 0.890310 loss_bbox_aux_dn: 0.438918 loss_giou_aux_dn: 1.252836 loss: 10.754234 eta: 29 days, 8:27:53 batch_cost: 0.5801 data_cost: 0.0041 ips: 13.7897 images/s
[08/16 04:49:56] ppdet.engine INFO: Epoch: [2] [12200/54024] learning_rate: 0.000100 loss_class: 0.819643 loss_bbox: 0.162120 loss_giou: 0.672129 loss_class_aux: 2.516429 loss_bbox_aux: 0.546494 loss_giou_aux: 2.150601 loss_class_dn: 0.422604 loss_bbox_dn: 0.180456 loss_giou_dn: 0.559256 loss_class_aux_dn: 0.930015 loss_bbox_aux_dn: 0.444817 loss_giou_aux_dn: 1.281808 loss: 10.767544 eta: 29 days, 10:05:54 batch_cost: 0.7701 data_cost: 0.0997 ips: 10.3882 images/s
[08/16 04:52:09] ppdet.engine INFO: Epoch: [2] [12400/54024] learning_rate: 0.000100 loss_class: 0.814229 loss_bbox: 0.161894 loss_giou: 0.633795 loss_class_aux: 2.508383 loss_bbox_aux: 0.539670 loss_giou_aux: 2.043361 loss_class_dn: 0.414358 loss_bbox_dn: 0.174438 loss_giou_dn: 0.563408 loss_class_aux_dn: 0.918642 loss_bbox_aux_dn: 0.434187 loss_giou_aux_dn: 1.276804 loss: 10.438963 eta: 29 days, 9:16:57 batch_cost: 0.6283 data_cost: 0.0277 ips: 12.7336 images/s
[08/16 04:54:50] ppdet.engine INFO: Epoch: [2] [12600/54024] learning_rate: 0.000100 loss_class: 0.839264 loss_bbox: 0.159100 loss_giou: 0.637076 loss_class_aux: 2.587992 loss_bbox_aux: 0.541801 loss_giou_aux: 2.071526 loss_class_dn: 0.413510 loss_bbox_dn: 0.177489 loss_giou_dn: 0.571856 loss_class_aux_dn: 0.911693 loss_bbox_aux_dn: 0.444255 loss_giou_aux_dn: 1.304230 loss: 10.803771 eta: 29 days, 10:49:49 batch_cost: 0.7690 data_cost: 0.0576 ips: 10.4031 images/s
[08/16 04:57:09] ppdet.engine INFO: Epoch: [2] [12800/54024] learning_rate: 0.000100 loss_class: 0.767031 loss_bbox: 0.156769 loss_giou: 0.599510 loss_class_aux: 2.354280 loss_bbox_aux: 0.522580 loss_giou_aux: 1.973398 loss_class_dn: 0.385652 loss_bbox_dn: 0.166511 loss_giou_dn: 0.532050 loss_class_aux_dn: 0.855078 loss_bbox_aux_dn: 0.406497 loss_giou_aux_dn: 1.210024 loss: 9.983510 eta: 29 days, 10:29:20 batch_cost: 0.6565 data_cost: 0.0396 ips: 12.1852 images/s
[08/16 04:59:55] ppdet.engine INFO: Epoch: [2] [13000/54024] learning_rate: 0.000100 loss_class: 0.789453 loss_bbox: 0.160234 loss_giou: 0.615522 loss_class_aux: 2.449321 loss_bbox_aux: 0.531295 loss_giou_aux: 1.954705 loss_class_dn: 0.398882 loss_bbox_dn: 0.180133 loss_giou_dn: 0.551421 loss_class_aux_dn: 0.893700 loss_bbox_aux_dn: 0.448837 loss_giou_aux_dn: 1.260350 loss: 10.513488 eta: 29 days, 12:19:46 batch_cost: 0.7915 data_cost: 0.0299 ips: 10.1078 images/s
[08/16 05:02:04] ppdet.engine INFO: Epoch: [2] [13200/54024] learning_rate: 0.000100 loss_class: 0.797020 loss_bbox: 0.152683 loss_giou: 0.620160 loss_class_aux: 2.464205 loss_bbox_aux: 0.517666 loss_giou_aux: 2.007383 loss_class_dn: 0.410898 loss_bbox_dn: 0.170143 loss_giou_dn: 0.548074 loss_class_aux_dn: 0.902487 loss_bbox_aux_dn: 0.419713 loss_giou_aux_dn: 1.278354 loss: 10.407322 eta: 29 days, 11:10:04 batch_cost: 0.6057 data_cost: 0.0632 ips: 13.2069 images/s
[08/16 05:04:36] ppdet.engine INFO: Epoch: [2] [13400/54024] learning_rate: 0.000100 loss_class: 0.811513 loss_bbox: 0.159305 loss_giou: 0.615575 loss_class_aux: 2.483898 loss_bbox_aux: 0.546503 loss_giou_aux: 1.988324 loss_class_dn: 0.405287 loss_bbox_dn: 0.173801 loss_giou_dn: 0.532694 loss_class_aux_dn: 0.896166 loss_bbox_aux_dn: 0.435062 loss_giou_aux_dn: 1.229855 loss: 10.536559 eta: 29 days, 11:50:46 batch_cost: 0.7214 data_cost: 0.1124 ips: 11.0900 images/s
[08/16 05:07:10] ppdet.engine INFO: Epoch: [2] [13600/54024] learning_rate: 0.000100 loss_class: 0.801313 loss_bbox: 0.163963 loss_giou: 0.650516 loss_class_aux: 2.474596 loss_bbox_aux: 0.530341 loss_giou_aux: 2.094023 loss_class_dn: 0.413270 loss_bbox_dn: 0.180685 loss_giou_dn: 0.570348 loss_class_aux_dn: 0.921957 loss_bbox_aux_dn: 0.439253 loss_giou_aux_dn: 1.313082 loss: 10.667842 eta: 29 days, 12:38:52 batch_cost: 0.7308 data_cost: 0.0070 ips: 10.9475 images/s
[08/16 05:09:24] ppdet.engine INFO: Epoch: [2] [13800/54024] learning_rate: 0.000100 loss_class: 0.789644 loss_bbox: 0.160653 loss_giou: 0.629409 loss_class_aux: 2.457944 loss_bbox_aux: 0.544753 loss_giou_aux: 2.016419 loss_class_dn: 0.419453 loss_bbox_dn: 0.174000 loss_giou_dn: 0.529895 loss_class_aux_dn: 0.917284 loss_bbox_aux_dn: 0.425577 loss_giou_aux_dn: 1.235469 loss: 10.435783 eta: 29 days, 11:51:05 batch_cost: 0.6270 data_cost: 0.0091 ips: 12.7587 images/s
[08/16 05:11:40] ppdet.engine INFO: Epoch: [2] [14000/54024] learning_rate: 0.000100 loss_class: 0.772415 loss_bbox: 0.156596 loss_giou: 0.630688 loss_class_aux: 2.450949 loss_bbox_aux: 0.530084 loss_giou_aux: 2.034057 loss_class_dn: 0.396944 loss_bbox_dn: 0.179441 loss_giou_dn: 0.544221 loss_class_aux_dn: 0.875178 loss_bbox_aux_dn: 0.431027 loss_giou_aux_dn: 1.237093 loss: 10.608093 eta: 29 days, 11:19:35 batch_cost: 0.6437 data_cost: 0.0790 ips: 12.4280 images/s
[08/16 05:13:58] ppdet.engine INFO: Epoch: [2] [14200/54024] learning_rate: 0.000100 loss_class: 0.763911 loss_bbox: 0.150421 loss_giou: 0.626185 loss_class_aux: 2.372821 loss_bbox_aux: 0.505070 loss_giou_aux: 2.008068 loss_class_dn: 0.395422 loss_bbox_dn: 0.166329 loss_giou_dn: 0.538767 loss_class_aux_dn: 0.886264 loss_bbox_aux_dn: 0.405936 loss_giou_aux_dn: 1.233398 loss: 10.068140 eta: 29 days, 10:57:55 batch_cost: 0.6539 data_cost: 0.0835 ips: 12.2344 images/s
[08/16 05:16:26] ppdet.engine INFO: Epoch: [2] [14400/54024] learning_rate: 0.000100 loss_class: 0.798116 loss_bbox: 0.159942 loss_giou: 0.593593 loss_class_aux: 2.452748 loss_bbox_aux: 0.524473 loss_giou_aux: 1.926459 loss_class_dn: 0.400949 loss_bbox_dn: 0.170183 loss_giou_dn: 0.518166 loss_class_aux_dn: 0.884631 loss_bbox_aux_dn: 0.430150 loss_giou_aux_dn: 1.194190 loss: 10.273242 eta: 29 days, 11:20:59 batch_cost: 0.7046 data_cost: 0.0093 ips: 11.3544 images/s
[08/16 05:18:45] ppdet.engine INFO: Epoch: [2] [14600/54024] learning_rate: 0.000100 loss_class: 0.758977 loss_bbox: 0.156697 loss_giou: 0.633053 loss_class_aux: 2.355198 loss_bbox_aux: 0.526392 loss_giou_aux: 1.998934 loss_class_dn: 0.390332 loss_bbox_dn: 0.172871 loss_giou_dn: 0.536644 loss_class_aux_dn: 0.857392 loss_bbox_aux_dn: 0.428535 loss_giou_aux_dn: 1.245610 loss: 10.162754 eta: 29 days, 11:01:31 batch_cost: 0.6559 data_cost: 0.0601 ips: 12.1966 images/s
[08/16 05:21:37] ppdet.engine INFO: Epoch: [2] [14800/54024] learning_rate: 0.000100 loss_class: 0.809283 loss_bbox: 0.164600 loss_giou: 0.607306 loss_class_aux: 2.533385 loss_bbox_aux: 0.545559 loss_giou_aux: 1.955792 loss_class_dn: 0.407051 loss_bbox_dn: 0.181987 loss_giou_dn: 0.538514 loss_class_aux_dn: 0.886863 loss_bbox_aux_dn: 0.448382 loss_giou_aux_dn: 1.252595 loss: 10.323906 eta: 29 days, 13:05:53 batch_cost: 0.8249 data_cost: 0.0831 ips: 9.6979 images/s
[08/16 05:23:45] ppdet.engine INFO: Epoch: [2] [15000/54024] learning_rate: 0.000100 loss_class: 0.777119 loss_bbox: 0.152309 loss_giou: 0.592588 loss_class_aux: 2.441490 loss_bbox_aux: 0.511858 loss_giou_aux: 1.909481 loss_class_dn: 0.395965 loss_bbox_dn: 0.166426 loss_giou_dn: 0.529581 loss_class_aux_dn: 0.873520 loss_bbox_aux_dn: 0.412868 loss_giou_aux_dn: 1.225523 loss: 10.295409 eta: 29 days, 11:56:53 batch_cost: 0.5979 data_cost: 0.0353 ips: 13.3793 images/s
[08/16 05:26:06] ppdet.engine INFO: Epoch: [2] [15200/54024] learning_rate: 0.000100 loss_class: 0.810896 loss_bbox: 0.155261 loss_giou: 0.618120 loss_class_aux: 2.516247 loss_bbox_aux: 0.518790 loss_giou_aux: 2.008134 loss_class_dn: 0.406697 loss_bbox_dn: 0.172120 loss_giou_dn: 0.528568 loss_class_aux_dn: 0.899743 loss_bbox_aux_dn: 0.416406 loss_giou_aux_dn: 1.229443 loss: 10.326087 eta: 29 days, 11:43:06 batch_cost: 0.6627 data_cost: 0.0859 ips: 12.0724 images/s
[08/16 05:28:19] ppdet.engine INFO: Epoch: [2] [15400/54024] learning_rate: 0.000100 loss_class: 0.798885 loss_bbox: 0.151401 loss_giou: 0.629126 loss_class_aux: 2.460158 loss_bbox_aux: 0.506524 loss_giou_aux: 2.043552 loss_class_dn: 0.408490 loss_bbox_dn: 0.173167 loss_giou_dn: 0.535147 loss_class_aux_dn: 0.902063 loss_bbox_aux_dn: 0.422563 loss_giou_aux_dn: 1.236884 loss: 10.379745 eta: 29 days, 11:03:02 batch_cost: 0.6300 data_cost: 0.0135 ips: 12.6976 images/s
[08/16 05:30:23] ppdet.engine INFO: Epoch: [2] [15600/54024] learning_rate: 0.000100 loss_class: 0.792793 loss_bbox: 0.150391 loss_giou: 0.599654 loss_class_aux: 2.483580 loss_bbox_aux: 0.511803 loss_giou_aux: 1.937307 loss_class_dn: 0.405896 loss_bbox_dn: 0.175798 loss_giou_dn: 0.541120 loss_class_aux_dn: 0.902125 loss_bbox_aux_dn: 0.427594 loss_giou_aux_dn: 1.250501 loss: 10.349672 eta: 29 days, 9:41:25 batch_cost: 0.5772 data_cost: 0.0351 ips: 13.8595 images/s
[08/16 05:32:36] ppdet.engine INFO: Epoch: [2] [15800/54024] learning_rate: 0.000100 loss_class: 0.774643 loss_bbox: 0.148096 loss_giou: 0.621154 loss_class_aux: 2.434996 loss_bbox_aux: 0.505212 loss_giou_aux: 2.008811 loss_class_dn: 0.402832 loss_bbox_dn: 0.165806 loss_giou_dn: 0.522795 loss_class_aux_dn: 0.876262 loss_bbox_aux_dn: 0.413160 loss_giou_aux_dn: 1.211750 loss: 10.188969 eta: 29 days, 9:03:15 batch_cost: 0.6294 data_cost: 0.0744 ips: 12.7114 images/s
[08/16 05:34:50] ppdet.engine INFO: Epoch: [2] [16000/54024] learning_rate: 0.000100 loss_class: 0.817101 loss_bbox: 0.152207 loss_giou: 0.606096 loss_class_aux: 2.550503 loss_bbox_aux: 0.513292 loss_giou_aux: 1.942397 loss_class_dn: 0.401072 loss_bbox_dn: 0.176445 loss_giou_dn: 0.523088 loss_class_aux_dn: 0.884458 loss_bbox_aux_dn: 0.426411 loss_giou_aux_dn: 1.213938 loss: 10.180913 eta: 29 days, 8:28:42 batch_cost: 0.6328 data_cost: 0.1018 ips: 12.6420 images/s
[08/16 05:37:10] ppdet.engine INFO: Epoch: [2] [16200/54024] learning_rate: 0.000100 loss_class: 0.795850 loss_bbox: 0.162109 loss_giou: 0.645722 loss_class_aux: 2.457067 loss_bbox_aux: 0.534941 loss_giou_aux: 2.065260 loss_class_dn: 0.407602 loss_bbox_dn: 0.175666 loss_giou_dn: 0.552358 loss_class_aux_dn: 0.898897 loss_bbox_aux_dn: 0.426718 loss_giou_aux_dn: 1.275783 loss: 10.479890 eta: 29 days, 8:19:30 batch_cost: 0.6645 data_cost: 0.0382 ips: 12.0389 images/s
[08/16 05:39:30] ppdet.engine INFO: Epoch: [2] [16400/54024] learning_rate: 0.000100 loss_class: 0.823273 loss_bbox: 0.162411 loss_giou: 0.680543 loss_class_aux: 2.550036 loss_bbox_aux: 0.546548 loss_giou_aux: 2.164553 loss_class_dn: 0.417581 loss_bbox_dn: 0.176445 loss_giou_dn: 0.564751 loss_class_aux_dn: 0.917297 loss_bbox_aux_dn: 0.425512 loss_giou_aux_dn: 1.312164 loss: 10.668358 eta: 29 days, 8:09:04 batch_cost: 0.6627 data_cost: 0.1005 ips: 12.0723 images/s
[08/16 05:42:08] ppdet.engine INFO: Epoch: [2] [16600/54024] learning_rate: 0.000100 loss_class: 0.776613 loss_bbox: 0.170593 loss_giou: 0.656756 loss_class_aux: 2.419937 loss_bbox_aux: 0.559996 loss_giou_aux: 2.095510 loss_class_dn: 0.404534 loss_bbox_dn: 0.183645 loss_giou_dn: 0.560083 loss_class_aux_dn: 0.885666 loss_bbox_aux_dn: 0.436612 loss_giou_aux_dn: 1.304314 loss: 10.404058 eta: 29 days, 9:05:55 batch_cost: 0.7514 data_cost: 0.0363 ips: 10.6468 images/s
[08/16 05:44:13] ppdet.engine INFO: Epoch: [2] [16800/54024] learning_rate: 0.000100 loss_class: 0.774204 loss_bbox: 0.154906 loss_giou: 0.574778 loss_class_aux: 2.425743 loss_bbox_aux: 0.531649 loss_giou_aux: 1.827812 loss_class_dn: 0.393303 loss_bbox_dn: 0.176727 loss_giou_dn: 0.508324 loss_class_aux_dn: 0.861852 loss_bbox_aux_dn: 0.437356 loss_giou_aux_dn: 1.171314 loss: 9.927829 eta: 29 days, 7:59:07 batch_cost: 0.5878 data_cost: 0.0061 ips: 13.6106 images/s
[08/16 05:46:35] ppdet.engine INFO: Epoch: [2] [17000/54024] learning_rate: 0.000100 loss_class: 0.785197 loss_bbox: 0.157404 loss_giou: 0.632463 loss_class_aux: 2.440238 loss_bbox_aux: 0.540151 loss_giou_aux: 2.040489 loss_class_dn: 0.410306 loss_bbox_dn: 0.182919 loss_giou_dn: 0.544051 loss_class_aux_dn: 0.896898 loss_bbox_aux_dn: 0.444797 loss_giou_aux_dn: 1.254447 loss: 10.447708 eta: 29 days, 7:58:26 batch_cost: 0.6753 data_cost: 0.0251 ips: 11.8474 images/s
[08/16 05:49:09] ppdet.engine INFO: Epoch: [2] [17200/54024] learning_rate: 0.000100 loss_class: 0.811361 loss_bbox: 0.150894 loss_giou: 0.640029 loss_class_aux: 2.498599 loss_bbox_aux: 0.511868 loss_giou_aux: 2.077724 loss_class_dn: 0.415701 loss_bbox_dn: 0.172268 loss_giou_dn: 0.562571 loss_class_aux_dn: 0.903033 loss_bbox_aux_dn: 0.418102 loss_giou_aux_dn: 1.295944 loss: 10.551958 eta: 29 days, 8:38:31 batch_cost: 0.7312 data_cost: 0.0446 ips: 10.9407 images/s
[08/16 05:51:11] ppdet.engine INFO: Epoch: [2] [17400/54024] learning_rate: 0.000100 loss_class: 0.770725 loss_bbox: 0.153408 loss_giou: 0.620939 loss_class_aux: 2.409213 loss_bbox_aux: 0.517142 loss_giou_aux: 1.982080 loss_class_dn: 0.396708 loss_bbox_dn: 0.167927 loss_giou_dn: 0.543239 loss_class_aux_dn: 0.867056 loss_bbox_aux_dn: 0.423227 loss_giou_aux_dn: 1.237465 loss: 10.234878 eta: 29 days, 7:24:08 batch_cost: 0.5738 data_cost: 0.0196 ips: 13.9421 images/s
[08/16 05:53:32] ppdet.engine INFO: Epoch: [2] [17600/54024] learning_rate: 0.000100 loss_class: 0.776614 loss_bbox: 0.162928 loss_giou: 0.638156 loss_class_aux: 2.426883 loss_bbox_aux: 0.525338 loss_giou_aux: 2.029395 loss_class_dn: 0.406627 loss_bbox_dn: 0.175026 loss_giou_dn: 0.554822 loss_class_aux_dn: 0.890806 loss_bbox_aux_dn: 0.422226 loss_giou_aux_dn: 1.276630 loss: 10.525981 eta: 29 days, 7:13:39 batch_cost: 0.6612 data_cost: 0.0295 ips: 12.1001 images/s
[08/16 05:55:47] ppdet.engine INFO: Epoch: [2] [17800/54024] learning_rate: 0.000100 loss_class: 0.764235 loss_bbox: 0.156164 loss_giou: 0.570417 loss_class_aux: 2.419978 loss_bbox_aux: 0.516209 loss_giou_aux: 1.838490 loss_class_dn: 0.391830 loss_bbox_dn: 0.173806 loss_giou_dn: 0.513114 loss_class_aux_dn: 0.869992 loss_bbox_aux_dn: 0.423556 loss_giou_aux_dn: 1.196756 loss: 10.057467 eta: 29 days, 6:45:56 batch_cost: 0.6364 data_cost: 0.0267 ips: 12.5700 images/s
[08/16 05:58:09] ppdet.engine INFO: Epoch: [2] [18000/54024] learning_rate: 0.000100 loss_class: 0.806942 loss_bbox: 0.158559 loss_giou: 0.619280 loss_class_aux: 2.519871 loss_bbox_aux: 0.523951 loss_giou_aux: 1.981041 loss_class_dn: 0.402996 loss_bbox_dn: 0.172991 loss_giou_dn: 0.535996 loss_class_aux_dn: 0.900780 loss_bbox_aux_dn: 0.426354 loss_giou_aux_dn: 1.232167 loss: 10.387229 eta: 29 days, 6:44:20 batch_cost: 0.6731 data_cost: 0.0148 ips: 11.8857 images/s
[08/16 06:00:31] ppdet.engine INFO: Epoch: [2] [18200/54024] learning_rate: 0.000100 loss_class: 0.787541 loss_bbox: 0.155644 loss_giou: 0.646241 loss_class_aux: 2.474331 loss_bbox_aux: 0.518800 loss_giou_aux: 2.049697 loss_class_dn: 0.411084 loss_bbox_dn: 0.173840 loss_giou_dn: 0.538793 loss_class_aux_dn: 0.906516 loss_bbox_aux_dn: 0.419226 loss_giou_aux_dn: 1.251981 loss: 10.483099 eta: 29 days, 6:40:18 batch_cost: 0.6696 data_cost: 0.0458 ips: 11.9481 images/s
[08/16 06:02:47] ppdet.engine INFO: Epoch: [2] [18400/54024] learning_rate: 0.000100 loss_class: 0.773894 loss_bbox: 0.152193 loss_giou: 0.626088 loss_class_aux: 2.407538 loss_bbox_aux: 0.520149 loss_giou_aux: 1.986654 loss_class_dn: 0.399789 loss_bbox_dn: 0.168612 loss_giou_dn: 0.532592 loss_class_aux_dn: 0.875126 loss_bbox_aux_dn: 0.408514 loss_giou_aux_dn: 1.226240 loss: 10.220497 eta: 29 days, 6:18:27 batch_cost: 0.6434 data_cost: 0.0882 ips: 12.4339 images/s
[08/16 06:05:24] ppdet.engine INFO: Epoch: [2] [18600/54024] learning_rate: 0.000100 loss_class: 0.787112 loss_bbox: 0.155606 loss_giou: 0.634640 loss_class_aux: 2.472018 loss_bbox_aux: 0.527498 loss_giou_aux: 2.024438 loss_class_dn: 0.410697 loss_bbox_dn: 0.179301 loss_giou_dn: 0.542015 loss_class_aux_dn: 0.907913 loss_bbox_aux_dn: 0.445113 loss_giou_aux_dn: 1.229342 loss: 10.367273 eta: 29 days, 7:06:17 batch_cost: 0.7461 data_cost: 0.0653 ips: 10.7227 images/s
[08/16 06:07:46] ppdet.engine INFO: Epoch: [2] [18800/54024] learning_rate: 0.000100 loss_class: 0.780225 loss_bbox: 0.150430 loss_giou: 0.591232 loss_class_aux: 2.410018 loss_bbox_aux: 0.518476 loss_giou_aux: 1.925029 loss_class_dn: 0.392853 loss_bbox_dn: 0.172494 loss_giou_dn: 0.532915 loss_class_aux_dn: 0.870068 loss_bbox_aux_dn: 0.425174 loss_giou_aux_dn: 1.232072 loss: 10.321351 eta: 29 days, 7:04:32 batch_cost: 0.6734 data_cost: 0.0327 ips: 11.8803 images/s
[08/16 06:10:25] ppdet.engine INFO: Epoch: [2] [19000/54024] learning_rate: 0.000100 loss_class: 0.808654 loss_bbox: 0.155860 loss_giou: 0.628510 loss_class_aux: 2.495854 loss_bbox_aux: 0.517301 loss_giou_aux: 2.013246 loss_class_dn: 0.407251 loss_bbox_dn: 0.166093 loss_giou_dn: 0.535955 loss_class_aux_dn: 0.896158 loss_bbox_aux_dn: 0.408806 loss_giou_aux_dn: 1.240774 loss: 10.242006 eta: 29 days, 7:55:29 batch_cost: 0.7532 data_cost: 0.1127 ips: 10.6212 images/s
[08/16 06:12:48] ppdet.engine INFO: Epoch: [2] [19200/54024] learning_rate: 0.000100 loss_class: 0.790530 loss_bbox: 0.145743 loss_giou: 0.586574 loss_class_aux: 2.446742 loss_bbox_aux: 0.490260 loss_giou_aux: 1.856804 loss_class_dn: 0.390719 loss_bbox_dn: 0.160171 loss_giou_dn: 0.509247 loss_class_aux_dn: 0.869046 loss_bbox_aux_dn: 0.394828 loss_giou_aux_dn: 1.177941 loss: 9.994275 eta: 29 days, 7:57:59 batch_cost: 0.6808 data_cost: 0.0774 ips: 11.7515 images/s
[08/16 06:15:03] ppdet.engine INFO: Epoch: [2] [19400/54024] learning_rate: 0.000100 loss_class: 0.815961 loss_bbox: 0.153119 loss_giou: 0.638951 loss_class_aux: 2.535445 loss_bbox_aux: 0.527790 loss_giou_aux: 2.038987 loss_class_dn: 0.408614 loss_bbox_dn: 0.167479 loss_giou_dn: 0.548860 loss_class_aux_dn: 0.907710 loss_bbox_aux_dn: 0.414363 loss_giou_aux_dn: 1.258994 loss: 10.443566 eta: 29 days, 7:28:39 batch_cost: 0.6317 data_cost: 0.0166 ips: 12.6652 images/s
[08/16 06:17:31] ppdet.engine INFO: Epoch: [2] [19600/54024] learning_rate: 0.000100 loss_class: 0.760919 loss_bbox: 0.164538 loss_giou: 0.618578 loss_class_aux: 2.379569 loss_bbox_aux: 0.550008 loss_giou_aux: 2.010918 loss_class_dn: 0.395422 loss_bbox_dn: 0.177291 loss_giou_dn: 0.535943 loss_class_aux_dn: 0.865945 loss_bbox_aux_dn: 0.420946 loss_giou_aux_dn: 1.234560 loss: 10.100438 eta: 29 days, 7:45:25 batch_cost: 0.7029 data_cost: 0.0142 ips: 11.3822 images/s
[08/16 06:20:08] ppdet.engine INFO: Epoch: [2] [19800/54024] learning_rate: 0.000100 loss_class: 0.783115 loss_bbox: 0.161183 loss_giou: 0.668625 loss_class_aux: 2.448877 loss_bbox_aux: 0.541105 loss_giou_aux: 2.112361 loss_class_dn: 0.408984 loss_bbox_dn: 0.179788 loss_giou_dn: 0.546889 loss_class_aux_dn: 0.881030 loss_bbox_aux_dn: 0.439685 loss_giou_aux_dn: 1.244493 loss: 10.435565 eta: 29 days, 8:28:33 batch_cost: 0.7451 data_cost: 0.0710 ips: 10.7368 images/s
[08/16 06:22:25] ppdet.engine INFO: Epoch: [2] [20000/54024] learning_rate: 0.000100 loss_class: 0.796753 loss_bbox: 0.157856 loss_giou: 0.630227 loss_class_aux: 2.464989 loss_bbox_aux: 0.523850 loss_giou_aux: 2.043569 loss_class_dn: 0.417668 loss_bbox_dn: 0.171381 loss_giou_dn: 0.551111 loss_class_aux_dn: 0.909003 loss_bbox_aux_dn: 0.428878 loss_giou_aux_dn: 1.263232 loss: 10.450094 eta: 29 days, 8:08:12 batch_cost: 0.6453 data_cost: 0.0254 ips: 12.3977 images/s
[08/16 06:25:01] ppdet.engine INFO: Epoch: [2] [20200/54024] learning_rate: 0.000100 loss_class: 0.791772 loss_bbox: 0.155760 loss_giou: 0.625567 loss_class_aux: 2.466885 loss_bbox_aux: 0.515752 loss_giou_aux: 2.026049 loss_class_dn: 0.398997 loss_bbox_dn: 0.168000 loss_giou_dn: 0.533574 loss_class_aux_dn: 0.887876 loss_bbox_aux_dn: 0.416209 loss_giou_aux_dn: 1.220855 loss: 10.286115 eta: 29 days, 8:49:55 batch_cost: 0.7447 data_cost: 0.1133 ips: 10.7425 images/s
[08/16 06:27:57] ppdet.engine INFO: Epoch: [2] [20400/54024] learning_rate: 0.000100 loss_class: 0.803195 loss_bbox: 0.158749 loss_giou: 0.622563 loss_class_aux: 2.479132 loss_bbox_aux: 0.534858 loss_giou_aux: 1.990753 loss_class_dn: 0.410021 loss_bbox_dn: 0.174952 loss_giou_dn: 0.545264 loss_class_aux_dn: 0.894303 loss_bbox_aux_dn: 0.425101 loss_giou_aux_dn: 1.261284 loss: 10.506417 eta: 29 days, 10:29:43 batch_cost: 0.8406 data_cost: 0.0349 ips: 9.5169 images/s
[08/16 06:30:45] ppdet.engine INFO: Epoch: [2] [20600/54024] learning_rate: 0.000100 loss_class: 0.776659 loss_bbox: 0.147699 loss_giou: 0.620076 loss_class_aux: 2.414863 loss_bbox_aux: 0.496013 loss_giou_aux: 1.968658 loss_class_dn: 0.397279 loss_bbox_dn: 0.164221 loss_giou_dn: 0.544239 loss_class_aux_dn: 0.870267 loss_bbox_aux_dn: 0.410402 loss_giou_aux_dn: 1.241691 loss: 10.285101 eta: 29 days, 11:41:19 batch_cost: 0.7976 data_cost: 0.1113 ips: 10.0305 images/s
[08/16 06:33:24] ppdet.engine INFO: Epoch: [2] [20800/54024] learning_rate: 0.000100 loss_class: 0.778174 loss_bbox: 0.153676 loss_giou: 0.620010 loss_class_aux: 2.423206 loss_bbox_aux: 0.528027 loss_giou_aux: 1.977576 loss_class_dn: 0.406907 loss_bbox_dn: 0.166357 loss_giou_dn: 0.537899 loss_class_aux_dn: 0.891461 loss_bbox_aux_dn: 0.413869 loss_giou_aux_dn: 1.256042 loss: 10.391770 eta: 29 days, 12:30:28 batch_cost: 0.7627 data_cost: 0.1278 ips: 10.4891 images/s
[08/16 06:35:46] ppdet.engine INFO: Epoch: [2] [21000/54024] learning_rate: 0.000100 loss_class: 0.796464 loss_bbox: 0.156386 loss_giou: 0.606634 loss_class_aux: 2.433119 loss_bbox_aux: 0.514553 loss_giou_aux: 1.954325 loss_class_dn: 0.397322 loss_bbox_dn: 0.166360 loss_giou_dn: 0.530467 loss_class_aux_dn: 0.888815 loss_bbox_aux_dn: 0.411327 loss_giou_aux_dn: 1.209449 loss: 10.242069 eta: 29 days, 12:23:58 batch_cost: 0.6711 data_cost: 0.0125 ips: 11.9208 images/s
[08/16 06:38:28] ppdet.engine INFO: Epoch: [2] [21200/54024] learning_rate: 0.000100 loss_class: 0.793242 loss_bbox: 0.152385 loss_giou: 0.593094 loss_class_aux: 2.450068 loss_bbox_aux: 0.503126 loss_giou_aux: 1.913734 loss_class_dn: 0.406330 loss_bbox_dn: 0.165336 loss_giou_dn: 0.509840 loss_class_aux_dn: 0.906558 loss_bbox_aux_dn: 0.414942 loss_giou_aux_dn: 1.185885 loss: 10.291937 eta: 29 days, 13:15:40 batch_cost: 0.7694 data_cost: 0.1072 ips: 10.3979 images/s
[08/16 06:40:31] ppdet.engine INFO: Epoch: [2] [21400/54024] learning_rate: 0.000100 loss_class: 0.785997 loss_bbox: 0.153537 loss_giou: 0.627889 loss_class_aux: 2.471985 loss_bbox_aux: 0.512063 loss_giou_aux: 2.005169 loss_class_dn: 0.404630 loss_bbox_dn: 0.161112 loss_giou_dn: 0.533938 loss_class_aux_dn: 0.892834 loss_bbox_aux_dn: 0.400230 loss_giou_aux_dn: 1.236788 loss: 10.302811 eta: 29 days, 12:13:50 batch_cost: 0.5773 data_cost: 0.0225 ips: 13.8578 images/s
[08/16 06:42:40] ppdet.engine INFO: Epoch: [2] [21600/54024] learning_rate: 0.000100 loss_class: 0.751453 loss_bbox: 0.142875 loss_giou: 0.581271 loss_class_aux: 2.384775 loss_bbox_aux: 0.492700 loss_giou_aux: 1.862284 loss_class_dn: 0.398087 loss_bbox_dn: 0.167778 loss_giou_dn: 0.515797 loss_class_aux_dn: 0.882802 loss_bbox_aux_dn: 0.415526 loss_giou_aux_dn: 1.182647 loss: 10.049510 eta: 29 days, 11:26:57 batch_cost: 0.6011 data_cost: 0.0240 ips: 13.3080 images/s
[08/16 06:45:03] ppdet.engine INFO: Epoch: [2] [21800/54024] learning_rate: 0.000100 loss_class: 0.809555 loss_bbox: 0.152100 loss_giou: 0.629654 loss_class_aux: 2.511000 loss_bbox_aux: 0.501833 loss_giou_aux: 2.027637 loss_class_dn: 0.408820 loss_bbox_dn: 0.171736 loss_giou_dn: 0.537745 loss_class_aux_dn: 0.914641 loss_bbox_aux_dn: 0.422868 loss_giou_aux_dn: 1.247276 loss: 10.546636 eta: 29 days, 11:25:23 batch_cost: 0.6785 data_cost: 0.0395 ips: 11.7902 images/s
[08/16 06:47:17] ppdet.engine INFO: Epoch: [2] [22000/54024] learning_rate: 0.000100 loss_class: 0.789332 loss_bbox: 0.161408 loss_giou: 0.624790 loss_class_aux: 2.431788 loss_bbox_aux: 0.537243 loss_giou_aux: 2.023342 loss_class_dn: 0.408110 loss_bbox_dn: 0.176666 loss_giou_dn: 0.545864 loss_class_aux_dn: 0.886040 loss_bbox_aux_dn: 0.433283 loss_giou_aux_dn: 1.246071 loss: 10.326148 eta: 29 days, 10:54:13 batch_cost: 0.6266 data_cost: 0.0524 ips: 12.7679 images/s
[08/16 06:49:28] ppdet.engine INFO: Epoch: [2] [22200/54024] learning_rate: 0.000100 loss_class: 0.788178 loss_bbox: 0.160026 loss_giou: 0.627253 loss_class_aux: 2.476660 loss_bbox_aux: 0.536825 loss_giou_aux: 1.996353 loss_class_dn: 0.402425 loss_bbox_dn: 0.173617 loss_giou_dn: 0.547556 loss_class_aux_dn: 0.893226 loss_bbox_aux_dn: 0.433504 loss_giou_aux_dn: 1.260271 loss: 10.610299 eta: 29 days, 10:18:04 batch_cost: 0.6169 data_cost: 0.0429 ips: 12.9691 images/s
[08/16 06:52:05] ppdet.engine INFO: Epoch: [2] [22400/54024] learning_rate: 0.000100 loss_class: 0.782712 loss_bbox: 0.156093 loss_giou: 0.586315 loss_class_aux: 2.443360 loss_bbox_aux: 0.509576 loss_giou_aux: 1.897598 loss_class_dn: 0.409284 loss_bbox_dn: 0.171111 loss_giou_dn: 0.522908 loss_class_aux_dn: 0.889103 loss_bbox_aux_dn: 0.421868 loss_giou_aux_dn: 1.189042 loss: 10.138824 eta: 29 days, 10:55:45 batch_cost: 0.7477 data_cost: 0.1509 ips: 10.6992 images/s
[08/16 06:54:31] ppdet.engine INFO: Epoch: [2] [22600/54024] learning_rate: 0.000100 loss_class: 0.817311 loss_bbox: 0.160489 loss_giou: 0.669985 loss_class_aux: 2.533139 loss_bbox_aux: 0.528984 loss_giou_aux: 2.133695 loss_class_dn: 0.426495 loss_bbox_dn: 0.173919 loss_giou_dn: 0.584005 loss_class_aux_dn: 0.933637 loss_bbox_aux_dn: 0.428778 loss_giou_aux_dn: 1.323866 loss: 10.968477 eta: 29 days, 11:01:07 batch_cost: 0.6907 data_cost: 0.0653 ips: 11.5820 images/s
[08/16 06:57:00] ppdet.engine INFO: Epoch: [2] [22800/54024] learning_rate: 0.000100 loss_class: 0.795065 loss_bbox: 0.164482 loss_giou: 0.617296 loss_class_aux: 2.510073 loss_bbox_aux: 0.538504 loss_giou_aux: 1.971181 loss_class_dn: 0.398957 loss_bbox_dn: 0.176157 loss_giou_dn: 0.529968 loss_class_aux_dn: 0.880993 loss_bbox_aux_dn: 0.436046 loss_giou_aux_dn: 1.225763 loss: 10.539189 eta: 29 days, 11:16:16 batch_cost: 0.7088 data_cost: 0.0650 ips: 11.2870 images/s
[08/16 06:59:26] ppdet.engine INFO: Epoch: [2] [23000/54024] learning_rate: 0.000100 loss_class: 0.800096 loss_bbox: 0.154071 loss_giou: 0.643058 loss_class_aux: 2.514755 loss_bbox_aux: 0.516912 loss_giou_aux: 2.042032 loss_class_dn: 0.406177 loss_bbox_dn: 0.163175 loss_giou_dn: 0.535144 loss_class_aux_dn: 0.903616 loss_bbox_aux_dn: 0.399674 loss_giou_aux_dn: 1.248640 loss: 10.529273 eta: 29 days, 11:18:57 batch_cost: 0.6864 data_cost: 0.0938 ips: 11.6543 images/s
[08/16 07:01:54] ppdet.engine INFO: Epoch: [2] [23200/54024] learning_rate: 0.000100 loss_class: 0.797518 loss_bbox: 0.150144 loss_giou: 0.651046 loss_class_aux: 2.456762 loss_bbox_aux: 0.513138 loss_giou_aux: 2.102339 loss_class_dn: 0.398843 loss_bbox_dn: 0.167589 loss_giou_dn: 0.550584 loss_class_aux_dn: 0.882242 loss_bbox_aux_dn: 0.410559 loss_giou_aux_dn: 1.263285 loss: 10.369745 eta: 29 days, 11:29:20 batch_cost: 0.7009 data_cost: 0.1011 ips: 11.4144 images/s
[08/16 07:04:32] ppdet.engine INFO: Epoch: [2] [23400/54024] learning_rate: 0.000100 loss_class: 0.798038 loss_bbox: 0.164745 loss_giou: 0.597335 loss_class_aux: 2.474070 loss_bbox_aux: 0.556428 loss_giou_aux: 1.935191 loss_class_dn: 0.404686 loss_bbox_dn: 0.178290 loss_giou_dn: 0.525759 loss_class_aux_dn: 0.901471 loss_bbox_aux_dn: 0.437845 loss_giou_aux_dn: 1.200441 loss: 10.315353 eta: 29 days, 12:06:20 batch_cost: 0.7510 data_cost: 0.1582 ips: 10.6524 images/s
[08/16 07:07:02] ppdet.engine INFO: Epoch: [2] [23600/54024] learning_rate: 0.000100 loss_class: 0.788798 loss_bbox: 0.150725 loss_giou: 0.583242 loss_class_aux: 2.479849 loss_bbox_aux: 0.493978 loss_giou_aux: 1.877716 loss_class_dn: 0.389337 loss_bbox_dn: 0.174187 loss_giou_dn: 0.508315 loss_class_aux_dn: 0.863563 loss_bbox_aux_dn: 0.431411 loss_giou_aux_dn: 1.186753 loss: 9.895899 eta: 29 days, 12:21:05 batch_cost: 0.7103 data_cost: 0.0478 ips: 11.2625 images/s
[08/16 07:09:42] ppdet.engine INFO: Epoch: [2] [23800/54024] learning_rate: 0.000100 loss_class: 0.795034 loss_bbox: 0.159803 loss_giou: 0.596784 loss_class_aux: 2.448791 loss_bbox_aux: 0.526432 loss_giou_aux: 1.941207 loss_class_dn: 0.413493 loss_bbox_dn: 0.173553 loss_giou_dn: 0.536833 loss_class_aux_dn: 0.911451 loss_bbox_aux_dn: 0.427354 loss_giou_aux_dn: 1.244079 loss: 10.593429 eta: 29 days, 13:01:25 batch_cost: 0.7595 data_cost: 0.0777 ips: 10.5332 images/s
[08/16 07:12:01] ppdet.engine INFO: Epoch: [2] [24000/54024] learning_rate: 0.000100 loss_class: 0.796639 loss_bbox: 0.156849 loss_giou: 0.639167 loss_class_aux: 2.470568 loss_bbox_aux: 0.529275 loss_giou_aux: 2.015402 loss_class_dn: 0.401486 loss_bbox_dn: 0.172355 loss_giou_dn: 0.558546 loss_class_aux_dn: 0.880563 loss_bbox_aux_dn: 0.420442 loss_giou_aux_dn: 1.283234 loss: 10.486606 eta: 29 days, 12:47:40 batch_cost: 0.6572 data_cost: 0.0467 ips: 12.1728 images/s
[08/16 07:14:17] ppdet.engine INFO: Epoch: [2] [24200/54024] learning_rate: 0.000100 loss_class: 0.770631 loss_bbox: 0.153793 loss_giou: 0.623301 loss_class_aux: 2.392601 loss_bbox_aux: 0.521113 loss_giou_aux: 1.974356 loss_class_dn: 0.401702 loss_bbox_dn: 0.168183 loss_giou_dn: 0.522007 loss_class_aux_dn: 0.873912 loss_bbox_aux_dn: 0.419924 loss_giou_aux_dn: 1.214929 loss: 10.054104 eta: 29 days, 12:26:58 batch_cost: 0.6434 data_cost: 0.0204 ips: 12.4330 images/s
[08/16 07:17:09] ppdet.engine INFO: Epoch: [2] [24400/54024] learning_rate: 0.000100 loss_class: 0.783165 loss_bbox: 0.153339 loss_giou: 0.630905 loss_class_aux: 2.458925 loss_bbox_aux: 0.516247 loss_giou_aux: 2.023498 loss_class_dn: 0.403465 loss_bbox_dn: 0.167181 loss_giou_dn: 0.530414 loss_class_aux_dn: 0.894204 loss_bbox_aux_dn: 0.408685 loss_giou_aux_dn: 1.221259 loss: 10.257471 eta: 29 days, 13:36:50 batch_cost: 0.8193 data_cost: 0.1951 ips: 9.7648 images/s
[08/16 07:19:47] ppdet.engine INFO: Epoch: [2] [24600/54024] learning_rate: 0.000100 loss_class: 0.807109 loss_bbox: 0.154849 loss_giou: 0.632126 loss_class_aux: 2.514495 loss_bbox_aux: 0.530895 loss_giou_aux: 2.027436 loss_class_dn: 0.406070 loss_bbox_dn: 0.169466 loss_giou_dn: 0.543030 loss_class_aux_dn: 0.893289 loss_bbox_aux_dn: 0.419258 loss_giou_aux_dn: 1.242019 loss: 10.422645 eta: 29 days, 14:08:01 batch_cost: 0.7456 data_cost: 0.1461 ips: 10.7290 images/s
[08/16 07:22:13] ppdet.engine INFO: Epoch: [2] [24800/54024] learning_rate: 0.000100 loss_class: 0.792666 loss_bbox: 0.154524 loss_giou: 0.574645 loss_class_aux: 2.494954 loss_bbox_aux: 0.512624 loss_giou_aux: 1.859125 loss_class_dn: 0.403245 loss_bbox_dn: 0.174569 loss_giou_dn: 0.513122 loss_class_aux_dn: 0.882741 loss_bbox_aux_dn: 0.426234 loss_giou_aux_dn: 1.193182 loss: 10.156800 eta: 29 days, 14:12:31 batch_cost: 0.6938 data_cost: 0.0931 ips: 11.5299 images/s
[08/16 07:24:38] ppdet.engine INFO: Epoch: [2] [25000/54024] learning_rate: 0.000100 loss_class: 0.780324 loss_bbox: 0.149273 loss_giou: 0.612087 loss_class_aux: 2.446620 loss_bbox_aux: 0.503199 loss_giou_aux: 1.947529 loss_class_dn: 0.398041 loss_bbox_dn: 0.161880 loss_giou_dn: 0.520950 loss_class_aux_dn: 0.885078 loss_bbox_aux_dn: 0.405214 loss_giou_aux_dn: 1.210980 loss: 10.139061 eta: 29 days, 14:14:22 batch_cost: 0.6888 data_cost: 0.0326 ips: 11.6151 images/s
[08/16 07:26:56] ppdet.engine INFO: Epoch: [2] [25200/54024] learning_rate: 0.000100 loss_class: 0.793389 loss_bbox: 0.152656 loss_giou: 0.625387 loss_class_aux: 2.477163 loss_bbox_aux: 0.508458 loss_giou_aux: 1.992906 loss_class_dn: 0.406840 loss_bbox_dn: 0.161734 loss_giou_dn: 0.534250 loss_class_aux_dn: 0.897815 loss_bbox_aux_dn: 0.404313 loss_giou_aux_dn: 1.215051 loss: 10.290394 eta: 29 days, 13:57:24 batch_cost: 0.6510 data_cost: 0.0518 ips: 12.2880 images/s
[08/16 07:29:30] ppdet.engine INFO: Epoch: [2] [25400/54024] learning_rate: 0.000100 loss_class: 0.782134 loss_bbox: 0.151379 loss_giou: 0.581562 loss_class_aux: 2.383509 loss_bbox_aux: 0.515896 loss_giou_aux: 1.881868 loss_class_dn: 0.393224 loss_bbox_dn: 0.164369 loss_giou_dn: 0.512264 loss_class_aux_dn: 0.877201 loss_bbox_aux_dn: 0.407906 loss_giou_aux_dn: 1.184133 loss: 10.045548 eta: 29 days, 14:20:07 batch_cost: 0.7311 data_cost: 0.0826 ips: 10.9428 images/s
[08/16 07:31:48] ppdet.engine INFO: Epoch: [2] [25600/54024] learning_rate: 0.000100 loss_class: 0.817203 loss_bbox: 0.159510 loss_giou: 0.605258 loss_class_aux: 2.554458 loss_bbox_aux: 0.522445 loss_giou_aux: 1.954276 loss_class_dn: 0.409540 loss_bbox_dn: 0.169524 loss_giou_dn: 0.538878 loss_class_aux_dn: 0.895805 loss_bbox_aux_dn: 0.431889 loss_giou_aux_dn: 1.246894 loss: 10.373425 eta: 29 days, 14:05:07 batch_cost: 0.6547 data_cost: 0.0596 ips: 12.2185 images/s
[08/16 07:34:11] ppdet.engine INFO: Epoch: [2] [25800/54024] learning_rate: 0.000100 loss_class: 0.794580 loss_bbox: 0.159494 loss_giou: 0.614410 loss_class_aux: 2.438165 loss_bbox_aux: 0.527444 loss_giou_aux: 1.971203 loss_class_dn: 0.407782 loss_bbox_dn: 0.171595 loss_giou_dn: 0.535811 loss_class_aux_dn: 0.889925 loss_bbox_aux_dn: 0.429648 loss_giou_aux_dn: 1.238920 loss: 10.306516 eta: 29 days, 13:59:22 batch_cost: 0.6734 data_cost: 0.0717 ips: 11.8797 images/s
[08/16 07:36:28] ppdet.engine INFO: Epoch: [2] [26000/54024] learning_rate: 0.000100 loss_class: 0.765098 loss_bbox: 0.152166 loss_giou: 0.587871 loss_class_aux: 2.385297 loss_bbox_aux: 0.499253 loss_giou_aux: 1.883143 loss_class_dn: 0.387173 loss_bbox_dn: 0.170407 loss_giou_dn: 0.512545 loss_class_aux_dn: 0.852533 loss_bbox_aux_dn: 0.423754 loss_giou_aux_dn: 1.185031 loss: 9.910768 eta: 29 days, 13:41:47 batch_cost: 0.6487 data_cost: 0.0078 ips: 12.3321 images/s
[08/16 07:38:53] ppdet.engine INFO: Epoch: [2] [26200/54024] learning_rate: 0.000100 loss_class: 0.766338 loss_bbox: 0.157402 loss_giou: 0.601722 loss_class_aux: 2.392461 loss_bbox_aux: 0.520827 loss_giou_aux: 1.952554 loss_class_dn: 0.392855 loss_bbox_dn: 0.170151 loss_giou_dn: 0.509505 loss_class_aux_dn: 0.876342 loss_bbox_aux_dn: 0.414740 loss_giou_aux_dn: 1.170157 loss: 10.036913 eta: 29 days, 13:41:36 batch_cost: 0.6846 data_cost: 0.0589 ips: 11.6853 images/s
[08/16 07:41:24] ppdet.engine INFO: Epoch: [2] [26400/54024] learning_rate: 0.000100 loss_class: 0.792955 loss_bbox: 0.156421 loss_giou: 0.614422 loss_class_aux: 2.498056 loss_bbox_aux: 0.527279 loss_giou_aux: 1.945687 loss_class_dn: 0.399586 loss_bbox_dn: 0.175429 loss_giou_dn: 0.523904 loss_class_aux_dn: 0.879986 loss_bbox_aux_dn: 0.438781 loss_giou_aux_dn: 1.212118 loss: 10.115764 eta: 29 days, 13:57:37 batch_cost: 0.7189 data_cost: 0.1392 ips: 11.1282 images/s
[08/16 07:43:51] ppdet.engine INFO: Epoch: [2] [26600/54024] learning_rate: 0.000100 loss_class: 0.822881 loss_bbox: 0.155042 loss_giou: 0.614211 loss_class_aux: 2.526781 loss_bbox_aux: 0.516016 loss_giou_aux: 1.973217 loss_class_dn: 0.400446 loss_bbox_dn: 0.170407 loss_giou_dn: 0.514187 loss_class_aux_dn: 0.893410 loss_bbox_aux_dn: 0.414575 loss_giou_aux_dn: 1.190258 loss: 10.436540 eta: 29 days, 13:59:30 batch_cost: 0.6894 data_cost: 0.0600 ips: 11.6038 images/s
[08/16 07:46:19] ppdet.engine INFO: Epoch: [2] [26800/54024] learning_rate: 0.000100 loss_class: 0.818216 loss_bbox: 0.152122 loss_giou: 0.614738 loss_class_aux: 2.533555 loss_bbox_aux: 0.506132 loss_giou_aux: 2.008322 loss_class_dn: 0.415655 loss_bbox_dn: 0.170950 loss_giou_dn: 0.545791 loss_class_aux_dn: 0.916189 loss_bbox_aux_dn: 0.417567 loss_giou_aux_dn: 1.274442 loss: 10.609426 eta: 29 days, 14:07:41 batch_cost: 0.7030 data_cost: 0.0539 ips: 11.3794 images/s
[08/16 07:49:09] ppdet.engine INFO: Epoch: [2] [27000/54024] learning_rate: 0.000100 loss_class: 0.792545 loss_bbox: 0.155186 loss_giou: 0.621984 loss_class_aux: 2.450716 loss_bbox_aux: 0.523134 loss_giou_aux: 2.007356 loss_class_dn: 0.395750 loss_bbox_dn: 0.171375 loss_giou_dn: 0.527619 loss_class_aux_dn: 0.877299 loss_bbox_aux_dn: 0.423623 loss_giou_aux_dn: 1.204617 loss: 10.098328 eta: 29 days, 15:06:04 batch_cost: 0.8117 data_cost: 0.0590 ips: 9.8558 images/s
[08/16 07:51:51] ppdet.engine INFO: Epoch: [2] [27200/54024] learning_rate: 0.000100 loss_class: 0.792048 loss_bbox: 0.151260 loss_giou: 0.620143 loss_class_aux: 2.468310 loss_bbox_aux: 0.516379 loss_giou_aux: 2.012261 loss_class_dn: 0.401327 loss_bbox_dn: 0.175114 loss_giou_dn: 0.552841 loss_class_aux_dn: 0.899371 loss_bbox_aux_dn: 0.424747 loss_giou_aux_dn: 1.265372 loss: 10.465384 eta: 29 days, 15:44:45 batch_cost: 0.7708 data_cost: 0.0906 ips: 10.3785 images/s
[08/16 07:54:14] ppdet.engine INFO: Epoch: [2] [27400/54024] learning_rate: 0.000100 loss_class: 0.800790 loss_bbox: 0.158377 loss_giou: 0.634555 loss_class_aux: 2.532579 loss_bbox_aux: 0.528784 loss_giou_aux: 2.029064 loss_class_dn: 0.419920 loss_bbox_dn: 0.169056 loss_giou_dn: 0.533228 loss_class_aux_dn: 0.920172 loss_bbox_aux_dn: 0.414097 loss_giou_aux_dn: 1.225508 loss: 10.673218 eta: 29 days, 15:38:43 batch_cost: 0.6742 data_cost: 0.0350 ips: 11.8655 images/s
[08/16 07:56:45] ppdet.engine INFO: Epoch: [2] [27600/54024] learning_rate: 0.000100 loss_class: 0.765332 loss_bbox: 0.155107 loss_giou: 0.614592 loss_class_aux: 2.414429 loss_bbox_aux: 0.513453 loss_giou_aux: 1.968644 loss_class_dn: 0.389737 loss_bbox_dn: 0.164281 loss_giou_dn: 0.530082 loss_class_aux_dn: 0.858846 loss_bbox_aux_dn: 0.397715 loss_giou_aux_dn: 1.221196 loss: 10.049837 eta: 29 days, 15:53:28 batch_cost: 0.7200 data_cost: 0.0193 ips: 11.1115 images/s
[08/16 07:59:20] ppdet.engine INFO: Epoch: [2] [27800/54024] learning_rate: 0.000100 loss_class: 0.823589 loss_bbox: 0.160547 loss_giou: 0.651702 loss_class_aux: 2.544059 loss_bbox_aux: 0.533617 loss_giou_aux: 2.047885 loss_class_dn: 0.398064 loss_bbox_dn: 0.186285 loss_giou_dn: 0.541593 loss_class_aux_dn: 0.883327 loss_bbox_aux_dn: 0.441309 loss_giou_aux_dn: 1.249170 loss: 10.318446 eta: 29 days, 16:15:42 batch_cost: 0.7371 data_cost: 0.0805 ips: 10.8530 images/s
[08/16 08:02:14] ppdet.engine INFO: Epoch: [2] [28000/54024] learning_rate: 0.000100 loss_class: 0.792798 loss_bbox: 0.152097 loss_giou: 0.577651 loss_class_aux: 2.549113 loss_bbox_aux: 0.512103 loss_giou_aux: 1.865562 loss_class_dn: 0.405185 loss_bbox_dn: 0.169139 loss_giou_dn: 0.511534 loss_class_aux_dn: 0.895417 loss_bbox_aux_dn: 0.419913 loss_giou_aux_dn: 1.171461 loss: 10.214829 eta: 29 days, 17:19:17 batch_cost: 0.8304 data_cost: 0.0627 ips: 9.6335 images/s
[08/16 08:04:42] ppdet.engine INFO: Epoch: [2] [28200/54024] learning_rate: 0.000100 loss_class: 0.815350 loss_bbox: 0.158019 loss_giou: 0.591437 loss_class_aux: 2.534908 loss_bbox_aux: 0.537055 loss_giou_aux: 1.910944 loss_class_dn: 0.396038 loss_bbox_dn: 0.178716 loss_giou_dn: 0.530087 loss_class_aux_dn: 0.883708 loss_bbox_aux_dn: 0.439336 loss_giou_aux_dn: 1.215749 loss: 10.294995 eta: 29 days, 17:24:21 batch_cost: 0.7007 data_cost: 0.0078 ips: 11.4177 images/s
[08/16 08:07:16] ppdet.engine INFO: Epoch: [2] [28400/54024] learning_rate: 0.000100 loss_class: 0.772736 loss_bbox: 0.153817 loss_giou: 0.612157 loss_class_aux: 2.446332 loss_bbox_aux: 0.503960 loss_giou_aux: 1.955130 loss_class_dn: 0.396588 loss_bbox_dn: 0.164197 loss_giou_dn: 0.532291 loss_class_aux_dn: 0.881456 loss_bbox_aux_dn: 0.416907 loss_giou_aux_dn: 1.216553 loss: 10.144012 eta: 29 days, 17:40:42 batch_cost: 0.7265 data_cost: 0.0431 ips: 11.0112 images/s
[08/16 08:09:43] ppdet.engine INFO: Epoch: [2] [28600/54024] learning_rate: 0.000100 loss_class: 0.828462 loss_bbox: 0.160313 loss_giou: 0.639285 loss_class_aux: 2.612568 loss_bbox_aux: 0.535250 loss_giou_aux: 2.065956 loss_class_dn: 0.410768 loss_bbox_dn: 0.178433 loss_giou_dn: 0.547030 loss_class_aux_dn: 0.929932 loss_bbox_aux_dn: 0.438933 loss_giou_aux_dn: 1.277144 loss: 10.855291 eta: 29 days, 17:44:02 batch_cost: 0.6974 data_cost: 0.0665 ips: 11.4718 images/s
[08/16 08:12:12] ppdet.engine INFO: Epoch: [2] [28800/54024] learning_rate: 0.000100 loss_class: 0.765027 loss_bbox: 0.150125 loss_giou: 0.558707 loss_class_aux: 2.418697 loss_bbox_aux: 0.507620 loss_giou_aux: 1.782751 loss_class_dn: 0.389341 loss_bbox_dn: 0.178845 loss_giou_dn: 0.498068 loss_class_aux_dn: 0.867834 loss_bbox_aux_dn: 0.436997 loss_giou_aux_dn: 1.147119 loss: 9.834788 eta: 29 days, 17:51:38 batch_cost: 0.7074 data_cost: 0.0504 ips: 11.3091 images/s
[08/16 08:14:41] ppdet.engine INFO: Epoch: [2] [29000/54024] learning_rate: 0.000100 loss_class: 0.776740 loss_bbox: 0.148789 loss_giou: 0.605731 loss_class_aux: 2.426689 loss_bbox_aux: 0.503778 loss_giou_aux: 1.969077 loss_class_dn: 0.408108 loss_bbox_dn: 0.166585 loss_giou_dn: 0.527936 loss_class_aux_dn: 0.892677 loss_bbox_aux_dn: 0.402440 loss_giou_aux_dn: 1.223915 loss: 10.427120 eta: 29 days, 17:57:43 batch_cost: 0.7042 data_cost: 0.0475 ips: 11.3611 images/s
[08/16 08:17:09] ppdet.engine INFO: Epoch: [2] [29200/54024] learning_rate: 0.000100 loss_class: 0.769485 loss_bbox: 0.156143 loss_giou: 0.628633 loss_class_aux: 2.365138 loss_bbox_aux: 0.528311 loss_giou_aux: 2.020156 loss_class_dn: 0.397412 loss_bbox_dn: 0.172088 loss_giou_dn: 0.547616 loss_class_aux_dn: 0.876312 loss_bbox_aux_dn: 0.427378 loss_giou_aux_dn: 1.259888 loss: 10.113418 eta: 29 days, 18:03:03 batch_cost: 0.7027 data_cost: 0.0331 ips: 11.3843 images/s
[08/16 08:19:43] ppdet.engine INFO: Epoch: [2] [29400/54024] learning_rate: 0.000100 loss_class: 0.760822 loss_bbox: 0.149935 loss_giou: 0.605970 loss_class_aux: 2.361990 loss_bbox_aux: 0.509030 loss_giou_aux: 1.963269 loss_class_dn: 0.383942 loss_bbox_dn: 0.171015 loss_giou_dn: 0.510976 loss_class_aux_dn: 0.848853 loss_bbox_aux_dn: 0.407396 loss_giou_aux_dn: 1.181759 loss: 9.928997 eta: 29 days, 18:19:59 batch_cost: 0.7302 data_cost: 0.0414 ips: 10.9561 images/s
[08/16 08:22:14] ppdet.engine INFO: Epoch: [2] [29600/54024] learning_rate: 0.000100 loss_class: 0.770552 loss_bbox: 0.151137 loss_giou: 0.580418 loss_class_aux: 2.405720 loss_bbox_aux: 0.506894 loss_giou_aux: 1.875686 loss_class_dn: 0.389904 loss_bbox_dn: 0.167538 loss_giou_dn: 0.511889 loss_class_aux_dn: 0.870647 loss_bbox_aux_dn: 0.407331 loss_giou_aux_dn: 1.171572 loss: 10.046579 eta: 29 days, 18:31:17 batch_cost: 0.7175 data_cost: 0.0601 ips: 11.1499 images/s
[08/16 08:24:53] ppdet.engine INFO: Epoch: [2] [29800/54024] learning_rate: 0.000100 loss_class: 0.792908 loss_bbox: 0.156738 loss_giou: 0.615963 loss_class_aux: 2.465344 loss_bbox_aux: 0.530727 loss_giou_aux: 1.950395 loss_class_dn: 0.400125 loss_bbox_dn: 0.167746 loss_giou_dn: 0.516520 loss_class_aux_dn: 0.881849 loss_bbox_aux_dn: 0.423540 loss_giou_aux_dn: 1.192955 loss: 10.170885 eta: 29 days, 18:58:44 batch_cost: 0.7564 data_cost: 0.1287 ips: 10.5760 images/s
[08/16 08:27:49] ppdet.engine INFO: Epoch: [2] [30000/54024] learning_rate: 0.000100 loss_class: 0.786786 loss_bbox: 0.152653 loss_giou: 0.604675 loss_class_aux: 2.475171 loss_bbox_aux: 0.506521 loss_giou_aux: 1.956558 loss_class_dn: 0.391204 loss_bbox_dn: 0.169234 loss_giou_dn: 0.526779 loss_class_aux_dn: 0.863406 loss_bbox_aux_dn: 0.417383 loss_giou_aux_dn: 1.210661 loss: 10.144865 eta: 29 days, 20:01:07 batch_cost: 0.8412 data_cost: 0.0679 ips: 9.5107 images/s
[08/16 08:30:35] ppdet.engine INFO: Epoch: [2] [30200/54024] learning_rate: 0.000100 loss_class: 0.784088 loss_bbox: 0.155370 loss_giou: 0.653155 loss_class_aux: 2.456001 loss_bbox_aux: 0.517503 loss_giou_aux: 2.085978 loss_class_dn: 0.394051 loss_bbox_dn: 0.163368 loss_giou_dn: 0.552081 loss_class_aux_dn: 0.880888 loss_bbox_aux_dn: 0.409577 loss_giou_aux_dn: 1.268730 loss: 10.360277 eta: 29 days, 20:41:45 batch_cost: 0.7908 data_cost: 0.1453 ips: 10.1167 images/s
[08/16 08:33:33] ppdet.engine INFO: Epoch: [2] [30400/54024] learning_rate: 0.000100 loss_class: 0.786608 loss_bbox: 0.150812 loss_giou: 0.623599 loss_class_aux: 2.429437 loss_bbox_aux: 0.503275 loss_giou_aux: 1.979874 loss_class_dn: 0.405496 loss_bbox_dn: 0.163561 loss_giou_dn: 0.536283 loss_class_aux_dn: 0.893720 loss_bbox_aux_dn: 0.410390 loss_giou_aux_dn: 1.231381 loss: 10.212386 eta: 29 days, 21:47:59 batch_cost: 0.8543 data_cost: 0.2316 ips: 9.3639 images/s
[08/16 08:36:08] ppdet.engine INFO: Epoch: [2] [30600/54024] learning_rate: 0.000100 loss_class: 0.794369 loss_bbox: 0.155065 loss_giou: 0.588538 loss_class_aux: 2.466909 loss_bbox_aux: 0.507493 loss_giou_aux: 1.887712 loss_class_dn: 0.400666 loss_bbox_dn: 0.172149 loss_giou_dn: 0.517977 loss_class_aux_dn: 0.872070 loss_bbox_aux_dn: 0.427661 loss_giou_aux_dn: 1.193152 loss: 10.222693 eta: 29 days, 22:03:57 batch_cost: 0.7335 data_cost: 0.0697 ips: 10.9062 images/s
[08/16 08:39:04] ppdet.engine INFO: Epoch: [2] [30800/54024] learning_rate: 0.000100 loss_class: 0.779433 loss_bbox: 0.150025 loss_giou: 0.625111 loss_class_aux: 2.436640 loss_bbox_aux: 0.503621 loss_giou_aux: 2.032951 loss_class_dn: 0.397119 loss_bbox_dn: 0.169934 loss_giou_dn: 0.546685 loss_class_aux_dn: 0.868722 loss_bbox_aux_dn: 0.423665 loss_giou_aux_dn: 1.239399 loss: 10.023057 eta: 29 days, 23:02:43 batch_cost: 0.8396 data_cost: 0.1070 ips: 9.5283 images/s
[08/16 08:41:20] ppdet.engine INFO: Epoch: [2] [31000/54024] learning_rate: 0.000100 loss_class: 0.792937 loss_bbox: 0.155106 loss_giou: 0.609157 loss_class_aux: 2.454052 loss_bbox_aux: 0.517057 loss_giou_aux: 1.973117 loss_class_dn: 0.392591 loss_bbox_dn: 0.173991 loss_giou_dn: 0.520115 loss_class_aux_dn: 0.875883 loss_bbox_aux_dn: 0.431483 loss_giou_aux_dn: 1.220049 loss: 10.203567 eta: 29 days, 22:40:43 batch_cost: 0.6413 data_cost: 0.0127 ips: 12.4750 images/s
[08/16 08:44:01] ppdet.engine INFO: Epoch: [2] [31200/54024] learning_rate: 0.000100 loss_class: 0.773963 loss_bbox: 0.157675 loss_giou: 0.607332 loss_class_aux: 2.414318 loss_bbox_aux: 0.526748 loss_giou_aux: 1.939434 loss_class_dn: 0.398004 loss_bbox_dn: 0.170807 loss_giou_dn: 0.523005 loss_class_aux_dn: 0.889479 loss_bbox_aux_dn: 0.423278 loss_giou_aux_dn: 1.199339 loss: 10.018166 eta: 29 days, 23:09:17 batch_cost: 0.7668 data_cost: 0.0922 ips: 10.4324 images/s
[08/16 08:46:23] ppdet.engine INFO: Epoch: [2] [31400/54024] learning_rate: 0.000100 loss_class: 0.785722 loss_bbox: 0.152750 loss_giou: 0.596476 loss_class_aux: 2.441572 loss_bbox_aux: 0.511578 loss_giou_aux: 1.901787 loss_class_dn: 0.392071 loss_bbox_dn: 0.173945 loss_giou_dn: 0.506755 loss_class_aux_dn: 0.867384 loss_bbox_aux_dn: 0.427615 loss_giou_aux_dn: 1.172233 loss: 9.965672 eta: 29 days, 22:59:58 batch_cost: 0.6727 data_cost: 0.0331 ips: 11.8929 images/s
[08/16 08:49:13] ppdet.engine INFO: Epoch: [2] [31600/54024] learning_rate: 0.000100 loss_class: 0.752902 loss_bbox: 0.153864 loss_giou: 0.563806 loss_class_aux: 2.332841 loss_bbox_aux: 0.512933 loss_giou_aux: 1.801119 loss_class_dn: 0.388546 loss_bbox_dn: 0.167938 loss_giou_dn: 0.491323 loss_class_aux_dn: 0.855867 loss_bbox_aux_dn: 0.407004 loss_giou_aux_dn: 1.141535 loss: 9.796805 eta: 29 days, 23:43:31 batch_cost: 0.8061 data_cost: 0.0710 ips: 9.9242 images/s
[08/16 08:51:49] ppdet.engine INFO: Epoch: [2] [31800/54024] learning_rate: 0.000100 loss_class: 0.772087 loss_bbox: 0.147473 loss_giou: 0.607993 loss_class_aux: 2.395977 loss_bbox_aux: 0.501904 loss_giou_aux: 1.936177 loss_class_dn: 0.389128 loss_bbox_dn: 0.167350 loss_giou_dn: 0.521616 loss_class_aux_dn: 0.864415 loss_bbox_aux_dn: 0.417616 loss_giou_aux_dn: 1.191814 loss: 9.971873 eta: 30 days, 0:02:35 batch_cost: 0.7453 data_cost: 0.1352 ips: 10.7341 images/s
[08/16 08:54:08] ppdet.engine INFO: Epoch: [2] [32000/54024] learning_rate: 0.000100 loss_class: 0.791300 loss_bbox: 0.156398 loss_giou: 0.617948 loss_class_aux: 2.464167 loss_bbox_aux: 0.517497 loss_giou_aux: 2.023893 loss_class_dn: 0.406565 loss_bbox_dn: 0.166084 loss_giou_dn: 0.546320 loss_class_aux_dn: 0.886406 loss_bbox_aux_dn: 0.417280 loss_giou_aux_dn: 1.260592 loss: 10.547115 eta: 29 days, 23:45:47 batch_cost: 0.6541 data_cost: 0.0055 ips: 12.2302 images/s
[08/16 08:56:13] ppdet.engine INFO: Epoch: [2] [32200/54024] learning_rate: 0.000100 loss_class: 0.795249 loss_bbox: 0.154534 loss_giou: 0.600042 loss_class_aux: 2.496756 loss_bbox_aux: 0.520854 loss_giou_aux: 1.907996 loss_class_dn: 0.397602 loss_bbox_dn: 0.171661 loss_giou_dn: 0.520871 loss_class_aux_dn: 0.874360 loss_bbox_aux_dn: 0.419032 loss_giou_aux_dn: 1.192239 loss: 10.118523 eta: 29 days, 23:02:02 batch_cost: 0.5842 data_cost: 0.0159 ips: 13.6928 images/s
[08/16 08:58:45] ppdet.engine INFO: Epoch: [2] [32400/54024] learning_rate: 0.000100 loss_class: 0.767049 loss_bbox: 0.152758 loss_giou: 0.597023 loss_class_aux: 2.402732 loss_bbox_aux: 0.505922 loss_giou_aux: 1.904251 loss_class_dn: 0.398483 loss_bbox_dn: 0.172491 loss_giou_dn: 0.527533 loss_class_aux_dn: 0.883082 loss_bbox_aux_dn: 0.422489 loss_giou_aux_dn: 1.213441 loss: 10.132723 eta: 29 days, 23:11:11 batch_cost: 0.7200 data_cost: 0.0134 ips: 11.1104 images/s
[08/16 09:01:04] ppdet.engine INFO: Epoch: [2] [32600/54024] learning_rate: 0.000100 loss_class: 0.771590 loss_bbox: 0.152446 loss_giou: 0.623043 loss_class_aux: 2.400896 loss_bbox_aux: 0.510055 loss_giou_aux: 2.030548 loss_class_dn: 0.397409 loss_bbox_dn: 0.166602 loss_giou_dn: 0.539783 loss_class_aux_dn: 0.876093 loss_bbox_aux_dn: 0.419738 loss_giou_aux_dn: 1.247836 loss: 10.247802 eta: 29 days, 22:55:27 batch_cost: 0.6555 data_cost: 0.0782 ips: 12.2036 images/s
[08/16 09:03:33] ppdet.engine INFO: Epoch: [2] [32800/54024] learning_rate: 0.000100 loss_class: 0.789648 loss_bbox: 0.157222 loss_giou: 0.617811 loss_class_aux: 2.482496 loss_bbox_aux: 0.526024 loss_giou_aux: 2.008292 loss_class_dn: 0.413521 loss_bbox_dn: 0.168072 loss_giou_dn: 0.540724 loss_class_aux_dn: 0.923425 loss_bbox_aux_dn: 0.419551 loss_giou_aux_dn: 1.244941 loss: 10.758727 eta: 29 days, 22:59:29 batch_cost: 0.7069 data_cost: 0.0471 ips: 11.3165 images/s
[08/16 09:06:26] ppdet.engine INFO: Epoch: [2] [33000/54024] learning_rate: 0.000100 loss_class: 0.802718 loss_bbox: 0.164180 loss_giou: 0.643188 loss_class_aux: 2.513992 loss_bbox_aux: 0.544584 loss_giou_aux: 2.067008 loss_class_dn: 0.412787 loss_bbox_dn: 0.173488 loss_giou_dn: 0.544070 loss_class_aux_dn: 0.919186 loss_bbox_aux_dn: 0.430189 loss_giou_aux_dn: 1.255098 loss: 10.618112 eta: 29 days, 23:48:02 batch_cost: 0.8247 data_cost: 0.1363 ips: 9.7000 images/s
[08/16 09:08:49] ppdet.engine INFO: Epoch: [2] [33200/54024] learning_rate: 0.000100 loss_class: 0.744942 loss_bbox: 0.152222 loss_giou: 0.609279 loss_class_aux: 2.323604 loss_bbox_aux: 0.511986 loss_giou_aux: 1.951468 loss_class_dn: 0.388811 loss_bbox_dn: 0.166236 loss_giou_dn: 0.522139 loss_class_aux_dn: 0.851330 loss_bbox_aux_dn: 0.409521 loss_giou_aux_dn: 1.200306 loss: 10.116402 eta: 29 days, 23:38:42 batch_cost: 0.6726 data_cost: 0.0300 ips: 11.8944 images/s
[08/16 09:11:29] ppdet.engine INFO: Epoch: [2] [33400/54024] learning_rate: 0.000100 loss_class: 0.794946 loss_bbox: 0.149185 loss_giou: 0.619670 loss_class_aux: 2.457126 loss_bbox_aux: 0.500364 loss_giou_aux: 2.010137 loss_class_dn: 0.401219 loss_bbox_dn: 0.166840 loss_giou_dn: 0.532105 loss_class_aux_dn: 0.885960 loss_bbox_aux_dn: 0.416268 loss_giou_aux_dn: 1.226959 loss: 10.159422 eta: 30 days, 0:04:20 batch_cost: 0.7658 data_cost: 0.0435 ips: 10.4462 images/s
[08/16 09:14:04] ppdet.engine INFO: Epoch: [2] [33600/54024] learning_rate: 0.000100 loss_class: 0.774131 loss_bbox: 0.151547 loss_giou: 0.604643 loss_class_aux: 2.392943 loss_bbox_aux: 0.502192 loss_giou_aux: 1.944767 loss_class_dn: 0.390750 loss_bbox_dn: 0.171588 loss_giou_dn: 0.517263 loss_class_aux_dn: 0.845928 loss_bbox_aux_dn: 0.423093 loss_giou_aux_dn: 1.190636 loss: 9.817300 eta: 30 days, 0:17:25 batch_cost: 0.7330 data_cost: 0.0558 ips: 10.9148 images/s
[08/16 09:16:24] ppdet.engine INFO: Epoch: [2] [33800/54024] learning_rate: 0.000100 loss_class: 0.837702 loss_bbox: 0.154312 loss_giou: 0.635663 loss_class_aux: 2.554543 loss_bbox_aux: 0.525142 loss_giou_aux: 2.061280 loss_class_dn: 0.421330 loss_bbox_dn: 0.174691 loss_giou_dn: 0.548670 loss_class_aux_dn: 0.928677 loss_bbox_aux_dn: 0.426474 loss_giou_aux_dn: 1.278681 loss: 10.814650 eta: 30 days, 0:04:11 batch_cost: 0.6623 data_cost: 0.0231 ips: 12.0791 images/s
[08/16 09:18:43] ppdet.engine INFO: Epoch: [2] [34000/54024] learning_rate: 0.000100 loss_class: 0.769027 loss_bbox: 0.153158 loss_giou: 0.591153 loss_class_aux: 2.411236 loss_bbox_aux: 0.513998 loss_giou_aux: 1.911433 loss_class_dn: 0.394848 loss_bbox_dn: 0.168432 loss_giou_dn: 0.509740 loss_class_aux_dn: 0.872984 loss_bbox_aux_dn: 0.415379 loss_giou_aux_dn: 1.184800 loss: 10.094107 eta: 29 days, 23:50:03 batch_cost: 0.6595 data_cost: 0.0468 ips: 12.1309 images/s
[08/16 09:21:15] ppdet.engine INFO: Epoch: [2] [34200/54024] learning_rate: 0.000100 loss_class: 0.762215 loss_bbox: 0.149846 loss_giou: 0.620112 loss_class_aux: 2.360000 loss_bbox_aux: 0.505232 loss_giou_aux: 1.981222 loss_class_dn: 0.393441 loss_bbox_dn: 0.159953 loss_giou_dn: 0.514961 loss_class_aux_dn: 0.874692 loss_bbox_aux_dn: 0.403175 loss_giou_aux_dn: 1.204872 loss: 10.213641 eta: 29 days, 23:58:34 batch_cost: 0.7211 data_cost: 0.0905 ips: 11.0943 images/s
[08/16 09:23:34] ppdet.engine INFO: Epoch: [2] [34400/54024] learning_rate: 0.000100 loss_class: 0.786728 loss_bbox: 0.154923 loss_giou: 0.638080 loss_class_aux: 2.501204 loss_bbox_aux: 0.513417 loss_giou_aux: 2.030432 loss_class_dn: 0.405356 loss_bbox_dn: 0.167327 loss_giou_dn: 0.545358 loss_class_aux_dn: 0.897126 loss_bbox_aux_dn: 0.418701 loss_giou_aux_dn: 1.246438 loss: 10.316308 eta: 29 days, 23:44:49 batch_cost: 0.6601 data_cost: 0.0120 ips: 12.1195 images/s
[08/16 09:26:00] ppdet.engine INFO: Epoch: [2] [34600/54024] learning_rate: 0.000100 loss_class: 0.774308 loss_bbox: 0.146844 loss_giou: 0.584794 loss_class_aux: 2.378001 loss_bbox_aux: 0.496264 loss_giou_aux: 1.868538 loss_class_dn: 0.390839 loss_bbox_dn: 0.163433 loss_giou_dn: 0.495686 loss_class_aux_dn: 0.856667 loss_bbox_aux_dn: 0.405916 loss_giou_aux_dn: 1.147529 loss: 10.029139 eta: 29 days, 23:41:32 batch_cost: 0.6887 data_cost: 0.0750 ips: 11.6154 images/s
[08/16 09:28:32] ppdet.engine INFO: Epoch: [2] [34800/54024] learning_rate: 0.000100 loss_class: 0.804084 loss_bbox: 0.157347 loss_giou: 0.653046 loss_class_aux: 2.494064 loss_bbox_aux: 0.528450 loss_giou_aux: 2.079963 loss_class_dn: 0.406402 loss_bbox_dn: 0.168622 loss_giou_dn: 0.543392 loss_class_aux_dn: 0.897790 loss_bbox_aux_dn: 0.423623 loss_giou_aux_dn: 1.256782 loss: 10.500145 eta: 29 days, 23:49:14 batch_cost: 0.7193 data_cost: 0.0131 ips: 11.1216 images/s
[08/16 09:31:00] ppdet.engine INFO: Epoch: [2] [35000/54024] learning_rate: 0.000100 loss_class: 0.803815 loss_bbox: 0.158331 loss_giou: 0.613078 loss_class_aux: 2.539557 loss_bbox_aux: 0.525756 loss_giou_aux: 1.990563 loss_class_dn: 0.409985 loss_bbox_dn: 0.170145 loss_giou_dn: 0.519241 loss_class_aux_dn: 0.909312 loss_bbox_aux_dn: 0.422225 loss_giou_aux_dn: 1.215338 loss: 10.390254 eta: 29 days, 23:51:25 batch_cost: 0.7042 data_cost: 0.0333 ips: 11.3605 images/s
[08/16 09:33:26] ppdet.engine INFO: Epoch: [2] [35200/54024] learning_rate: 0.000100 loss_class: 0.797172 loss_bbox: 0.149660 loss_giou: 0.619673 loss_class_aux: 2.499329 loss_bbox_aux: 0.501694 loss_giou_aux: 1.974756 loss_class_dn: 0.414186 loss_bbox_dn: 0.157247 loss_giou_dn: 0.516141 loss_class_aux_dn: 0.907814 loss_bbox_aux_dn: 0.401352 loss_giou_aux_dn: 1.205712 loss: 10.357389 eta: 29 days, 23:47:29 batch_cost: 0.6871 data_cost: 0.0412 ips: 11.6429 images/s
[08/16 09:35:54] ppdet.engine INFO: Epoch: [2] [35400/54024] learning_rate: 0.000100 loss_class: 0.780075 loss_bbox: 0.153603 loss_giou: 0.622652 loss_class_aux: 2.456668 loss_bbox_aux: 0.508912 loss_giou_aux: 1.970341 loss_class_dn: 0.397263 loss_bbox_dn: 0.167259 loss_giou_dn: 0.528707 loss_class_aux_dn: 0.873993 loss_bbox_aux_dn: 0.415497 loss_giou_aux_dn: 1.216611 loss: 10.066314 eta: 29 days, 23:48:40 batch_cost: 0.7015 data_cost: 0.1214 ips: 11.4035 images/s
[08/16 09:38:26] ppdet.engine INFO: Epoch: [2] [35600/54024] learning_rate: 0.000100 loss_class: 0.748920 loss_bbox: 0.154115 loss_giou: 0.595892 loss_class_aux: 2.355262 loss_bbox_aux: 0.520639 loss_giou_aux: 1.904700 loss_class_dn: 0.396215 loss_bbox_dn: 0.179602 loss_giou_dn: 0.521822 loss_class_aux_dn: 0.866744 loss_bbox_aux_dn: 0.438258 loss_giou_aux_dn: 1.187923 loss: 10.045181 eta: 29 days, 23:56:03 batch_cost: 0.7193 data_cost: 0.0302 ips: 11.1215 images/s
[08/16 09:41:22] ppdet.engine INFO: Epoch: [2] [35800/54024] learning_rate: 0.000100 loss_class: 0.806800 loss_bbox: 0.154730 loss_giou: 0.612978 loss_class_aux: 2.492862 loss_bbox_aux: 0.511553 loss_giou_aux: 1.996731 loss_class_dn: 0.405932 loss_bbox_dn: 0.166592 loss_giou_dn: 0.531407 loss_class_aux_dn: 0.887829 loss_bbox_aux_dn: 0.416104 loss_giou_aux_dn: 1.231056 loss: 10.386125 eta: 30 days, 0:47:32 batch_cost: 0.8461 data_cost: 0.0213 ips: 9.4555 images/s
[08/16 09:44:05] ppdet.engine INFO: Epoch: [2] [36000/54024] learning_rate: 0.000100 loss_class: 0.799716 loss_bbox: 0.151821 loss_giou: 0.613511 loss_class_aux: 2.475027 loss_bbox_aux: 0.507647 loss_giou_aux: 1.950681 loss_class_dn: 0.396831 loss_bbox_dn: 0.164606 loss_giou_dn: 0.515190 loss_class_aux_dn: 0.866092 loss_bbox_aux_dn: 0.415153 loss_giou_aux_dn: 1.196933 loss: 10.160168 eta: 30 days, 1:14:50 batch_cost: 0.7781 data_cost: 0.1154 ips: 10.2815 images/s
[08/16 09:46:30] ppdet.engine INFO: Epoch: [2] [36200/54024] learning_rate: 0.000100 loss_class: 0.796467 loss_bbox: 0.147302 loss_giou: 0.617119 loss_class_aux: 2.449921 loss_bbox_aux: 0.510906 loss_giou_aux: 1.985470 loss_class_dn: 0.399321 loss_bbox_dn: 0.170919 loss_giou_dn: 0.522024 loss_class_aux_dn: 0.878533 loss_bbox_aux_dn: 0.419271 loss_giou_aux_dn: 1.202934 loss: 10.230652 eta: 30 days, 1:09:11 batch_cost: 0.6835 data_cost: 0.0452 ips: 11.7046 images/s
[08/16 09:49:09] ppdet.engine INFO: Epoch: [2] [36400/54024] learning_rate: 0.000100 loss_class: 0.817408 loss_bbox: 0.160514 loss_giou: 0.583377 loss_class_aux: 2.517417 loss_bbox_aux: 0.531524 loss_giou_aux: 1.863447 loss_class_dn: 0.414911 loss_bbox_dn: 0.173225 loss_giou_dn: 0.510123 loss_class_aux_dn: 0.906582 loss_bbox_aux_dn: 0.432447 loss_giou_aux_dn: 1.177672 loss: 10.457308 eta: 30 days, 1:30:11 batch_cost: 0.7611 data_cost: 0.1069 ips: 10.5108 images/s
[08/16 09:51:18] ppdet.engine INFO: Epoch: [2] [36600/54024] learning_rate: 0.000100 loss_class: 0.781554 loss_bbox: 0.154360 loss_giou: 0.600226 loss_class_aux: 2.450979 loss_bbox_aux: 0.509712 loss_giou_aux: 1.934510 loss_class_dn: 0.391103 loss_bbox_dn: 0.172610 loss_giou_dn: 0.506187 loss_class_aux_dn: 0.869085 loss_bbox_aux_dn: 0.434590 loss_giou_aux_dn: 1.166224 loss: 10.064881 eta: 30 days, 0:57:33 batch_cost: 0.6046 data_cost: 0.0349 ips: 13.2315 images/s
[08/16 09:53:38] ppdet.engine INFO: Epoch: [2] [36800/54024] learning_rate: 0.000100 loss_class: 0.772026 loss_bbox: 0.153345 loss_giou: 0.596730 loss_class_aux: 2.410497 loss_bbox_aux: 0.527139 loss_giou_aux: 1.884595 loss_class_dn: 0.392371 loss_bbox_dn: 0.167898 loss_giou_dn: 0.504246 loss_class_aux_dn: 0.873008 loss_bbox_aux_dn: 0.419523 loss_giou_aux_dn: 1.169793 loss: 9.903900 eta: 30 days, 0:44:29 batch_cost: 0.6613 data_cost: 0.0068 ips: 12.0965 images/s
[08/16 09:55:50] ppdet.engine INFO: Epoch: [2] [37000/54024] learning_rate: 0.000100 loss_class: 0.805163 loss_bbox: 0.156722 loss_giou: 0.603888 loss_class_aux: 2.500348 loss_bbox_aux: 0.532261 loss_giou_aux: 1.938011 loss_class_dn: 0.401985 loss_bbox_dn: 0.170808 loss_giou_dn: 0.527835 loss_class_aux_dn: 0.881674 loss_bbox_aux_dn: 0.424571 loss_giou_aux_dn: 1.213590 loss: 10.357831 eta: 30 days, 0:18:30 batch_cost: 0.6226 data_cost: 0.0012 ips: 12.8485 images/s
[08/16 09:58:18] ppdet.engine INFO: Epoch: [2] [37200/54024] learning_rate: 0.000100 loss_class: 0.787770 loss_bbox: 0.154956 loss_giou: 0.616579 loss_class_aux: 2.457672 loss_bbox_aux: 0.520922 loss_giou_aux: 1.926752 loss_class_dn: 0.395304 loss_bbox_dn: 0.163223 loss_giou_dn: 0.533877 loss_class_aux_dn: 0.868685 loss_bbox_aux_dn: 0.408877 loss_giou_aux_dn: 1.230775 loss: 10.460610 eta: 30 days, 0:19:21 batch_cost: 0.7019 data_cost: 0.0172 ips: 11.3974 images/s
[08/16 10:00:51] ppdet.engine INFO: Epoch: [2] [37400/54024] learning_rate: 0.000100 loss_class: 0.802868 loss_bbox: 0.145334 loss_giou: 0.599733 loss_class_aux: 2.495718 loss_bbox_aux: 0.498680 loss_giou_aux: 1.941262 loss_class_dn: 0.403865 loss_bbox_dn: 0.165184 loss_giou_dn: 0.528134 loss_class_aux_dn: 0.887806 loss_bbox_aux_dn: 0.408782 loss_giou_aux_dn: 1.239584 loss: 10.353589 eta: 30 days, 0:28:25 batch_cost: 0.7266 data_cost: 0.1472 ips: 11.0098 images/s
[08/16 10:03:28] ppdet.engine INFO: Epoch: [2] [37600/54024] learning_rate: 0.000100 loss_class: 0.801320 loss_bbox: 0.159122 loss_giou: 0.615930 loss_class_aux: 2.454776 loss_bbox_aux: 0.518094 loss_giou_aux: 1.983118 loss_class_dn: 0.400708 loss_bbox_dn: 0.177146 loss_giou_dn: 0.524619 loss_class_aux_dn: 0.885679 loss_bbox_aux_dn: 0.448027 loss_giou_aux_dn: 1.210517 loss: 10.373971 eta: 30 days, 0:43:45 batch_cost: 0.7459 data_cost: 0.0281 ips: 10.7258 images/s
[08/16 10:06:02] ppdet.engine INFO: Epoch: [2] [37800/54024] learning_rate: 0.000100 loss_class: 0.768010 loss_bbox: 0.146060 loss_giou: 0.603226 loss_class_aux: 2.368873 loss_bbox_aux: 0.485693 loss_giou_aux: 1.920693 loss_class_dn: 0.382281 loss_bbox_dn: 0.152303 loss_giou_dn: 0.495290 loss_class_aux_dn: 0.835825 loss_bbox_aux_dn: 0.385889 loss_giou_aux_dn: 1.135546 loss: 9.630082 eta: 30 days, 0:54:59 batch_cost: 0.7340 data_cost: 0.0712 ips: 10.8991 images/s
[08/16 10:08:21] ppdet.engine INFO: Epoch: [2] [38000/54024] learning_rate: 0.000100 loss_class: 0.819092 loss_bbox: 0.156536 loss_giou: 0.642683 loss_class_aux: 2.535284 loss_bbox_aux: 0.533502 loss_giou_aux: 2.086159 loss_class_dn: 0.403988 loss_bbox_dn: 0.179970 loss_giou_dn: 0.538333 loss_class_aux_dn: 0.893984 loss_bbox_aux_dn: 0.434163 loss_giou_aux_dn: 1.240322 loss: 10.405039 eta: 30 days, 0:38:35 batch_cost: 0.6503 data_cost: 0.0335 ips: 12.3021 images/s
[08/16 10:10:42] ppdet.engine INFO: Epoch: [2] [38200/54024] learning_rate: 0.000100 loss_class: 0.779845 loss_bbox: 0.156821 loss_giou: 0.624308 loss_class_aux: 2.450204 loss_bbox_aux: 0.532619 loss_giou_aux: 1.988936 loss_class_dn: 0.405205 loss_bbox_dn: 0.176023 loss_giou_dn: 0.534790 loss_class_aux_dn: 0.896117 loss_bbox_aux_dn: 0.432318 loss_giou_aux_dn: 1.229817 loss: 10.455356 eta: 30 days, 0:27:48 batch_cost: 0.6670 data_cost: 0.0078 ips: 11.9934 images/s
[08/16 10:13:08] ppdet.engine INFO: Epoch: [2] [38400/54024] learning_rate: 0.000100 loss_class: 0.816765 loss_bbox: 0.157497 loss_giou: 0.626617 loss_class_aux: 2.532512 loss_bbox_aux: 0.525275 loss_giou_aux: 2.023760 loss_class_dn: 0.410072 loss_bbox_dn: 0.169504 loss_giou_dn: 0.550238 loss_class_aux_dn: 0.899217 loss_bbox_aux_dn: 0.419032 loss_giou_aux_dn: 1.272505 loss: 10.552617 eta: 30 days, 0:26:01 batch_cost: 0.6945 data_cost: 0.0145 ips: 11.5196 images/s
[08/16 10:15:19] ppdet.engine INFO: Epoch: [2] [38600/54024] learning_rate: 0.000100 loss_class: 0.789459 loss_bbox: 0.153452 loss_giou: 0.583041 loss_class_aux: 2.458268 loss_bbox_aux: 0.514885 loss_giou_aux: 1.905211 loss_class_dn: 0.401629 loss_bbox_dn: 0.177363 loss_giou_dn: 0.517712 loss_class_aux_dn: 0.874614 loss_bbox_aux_dn: 0.435812 loss_giou_aux_dn: 1.205543 loss: 10.496523 eta: 29 days, 23:58:31 batch_cost: 0.6149 data_cost: 0.0473 ips: 13.0093 images/s
[08/16 10:17:52] ppdet.engine INFO: Epoch: [2] [38800/54024] learning_rate: 0.000100 loss_class: 0.769413 loss_bbox: 0.152245 loss_giou: 0.615138 loss_class_aux: 2.416406 loss_bbox_aux: 0.511863 loss_giou_aux: 1.964371 loss_class_dn: 0.394295 loss_bbox_dn: 0.171883 loss_giou_dn: 0.503533 loss_class_aux_dn: 0.883945 loss_bbox_aux_dn: 0.424610 loss_giou_aux_dn: 1.157040 loss: 9.947092 eta: 30 days, 0:07:08 batch_cost: 0.7264 data_cost: 0.1279 ips: 11.0125 images/s
[08/16 10:20:18] ppdet.engine INFO: Epoch: [2] [39000/54024] learning_rate: 0.000100 loss_class: 0.777842 loss_bbox: 0.148261 loss_giou: 0.611221 loss_class_aux: 2.438060 loss_bbox_aux: 0.502790 loss_giou_aux: 1.980343 loss_class_dn: 0.390672 loss_bbox_dn: 0.168993 loss_giou_dn: 0.518977 loss_class_aux_dn: 0.866435 loss_bbox_aux_dn: 0.419084 loss_giou_aux_dn: 1.217276 loss: 10.098458 eta: 30 days, 0:04:06 batch_cost: 0.6903 data_cost: 0.0758 ips: 11.5889 images/s
[08/16 10:22:55] ppdet.engine INFO: Epoch: [2] [39200/54024] learning_rate: 0.000100 loss_class: 0.780954 loss_bbox: 0.148049 loss_giou: 0.550211 loss_class_aux: 2.477561 loss_bbox_aux: 0.508699 loss_giou_aux: 1.792233 loss_class_dn: 0.388546 loss_bbox_dn: 0.171592 loss_giou_dn: 0.489671 loss_class_aux_dn: 0.863967 loss_bbox_aux_dn: 0.425259 loss_giou_aux_dn: 1.139432 loss: 10.007554 eta: 30 days, 0:18:36 batch_cost: 0.7455 data_cost: 0.0588 ips: 10.7317 images/s
[08/16 10:25:24] ppdet.engine INFO: Epoch: [2] [39400/54024] learning_rate: 0.000100 loss_class: 0.804425 loss_bbox: 0.153558 loss_giou: 0.636668 loss_class_aux: 2.513396 loss_bbox_aux: 0.509669 loss_giou_aux: 2.038658 loss_class_dn: 0.418699 loss_bbox_dn: 0.175760 loss_giou_dn: 0.551014 loss_class_aux_dn: 0.921564 loss_bbox_aux_dn: 0.436676 loss_giou_aux_dn: 1.258120 loss: 10.597015 eta: 30 days, 0:19:33 batch_cost: 0.7032 data_cost: 0.0581 ips: 11.3769 images/s
[08/16 10:28:00] ppdet.engine INFO: Epoch: [2] [39600/54024] learning_rate: 0.000100 loss_class: 0.782565 loss_bbox: 0.159541 loss_giou: 0.617792 loss_class_aux: 2.430374 loss_bbox_aux: 0.537992 loss_giou_aux: 1.982027 loss_class_dn: 0.398851 loss_bbox_dn: 0.172769 loss_giou_dn: 0.515522 loss_class_aux_dn: 0.886963 loss_bbox_aux_dn: 0.426063 loss_giou_aux_dn: 1.207372 loss: 10.328484 eta: 30 days, 0:31:42 batch_cost: 0.7388 data_cost: 0.0338 ips: 10.8278 images/s
[08/16 10:30:20] ppdet.engine INFO: Epoch: [2] [39800/54024] learning_rate: 0.000100 loss_class: 0.799321 loss_bbox: 0.153445 loss_giou: 0.602579 loss_class_aux: 2.508708 loss_bbox_aux: 0.515683 loss_giou_aux: 1.950948 loss_class_dn: 0.409870 loss_bbox_dn: 0.165415 loss_giou_dn: 0.519543 loss_class_aux_dn: 0.902235 loss_bbox_aux_dn: 0.420264 loss_giou_aux_dn: 1.206495 loss: 10.326939 eta: 30 days, 0:19:10 batch_cost: 0.6605 data_cost: 0.0218 ips: 12.1112 images/s
[08/16 10:32:44] ppdet.engine INFO: Epoch: [2] [40000/54024] learning_rate: 0.000100 loss_class: 0.779446 loss_bbox: 0.153182 loss_giou: 0.581826 loss_class_aux: 2.416943 loss_bbox_aux: 0.505196 loss_giou_aux: 1.877632 loss_class_dn: 0.395467 loss_bbox_dn: 0.168523 loss_giou_dn: 0.517361 loss_class_aux_dn: 0.883384 loss_bbox_aux_dn: 0.415726 loss_giou_aux_dn: 1.196735 loss: 10.065482 eta: 30 days, 0:13:50 batch_cost: 0.6833 data_cost: 0.0309 ips: 11.7071 images/s
[08/16 10:35:18] ppdet.engine INFO: Epoch: [2] [40200/54024] learning_rate: 0.000100 loss_class: 0.751935 loss_bbox: 0.150051 loss_giou: 0.612418 loss_class_aux: 2.347021 loss_bbox_aux: 0.512899 loss_giou_aux: 1.949849 loss_class_dn: 0.391019 loss_bbox_dn: 0.156845 loss_giou_dn: 0.527961 loss_class_aux_dn: 0.854013 loss_bbox_aux_dn: 0.404486 loss_giou_aux_dn: 1.231233 loss: 10.011593 eta: 30 days, 0:23:37 batch_cost: 0.7319 data_cost: 0.0469 ips: 10.9297 images/s
[08/16 10:37:44] ppdet.engine INFO: Epoch: [2] [40400/54024] learning_rate: 0.000100 loss_class: 0.765617 loss_bbox: 0.156653 loss_giou: 0.633722 loss_class_aux: 2.397708 loss_bbox_aux: 0.523669 loss_giou_aux: 2.075856 loss_class_dn: 0.402077 loss_bbox_dn: 0.161759 loss_giou_dn: 0.539754 loss_class_aux_dn: 0.894322 loss_bbox_aux_dn: 0.403496 loss_giou_aux_dn: 1.224682 loss: 10.336532 eta: 30 days, 0:20:41 batch_cost: 0.6911 data_cost: 0.0446 ips: 11.5753 images/s
[08/16 10:40:11] ppdet.engine INFO: Epoch: [2] [40600/54024] learning_rate: 0.000100 loss_class: 0.750098 loss_bbox: 0.143398 loss_giou: 0.561420 loss_class_aux: 2.310735 loss_bbox_aux: 0.478618 loss_giou_aux: 1.814631 loss_class_dn: 0.378750 loss_bbox_dn: 0.155187 loss_giou_dn: 0.484105 loss_class_aux_dn: 0.828744 loss_bbox_aux_dn: 0.379705 loss_giou_aux_dn: 1.130477 loss: 9.497490 eta: 30 days, 0:18:59 batch_cost: 0.6951 data_cost: 0.0218 ips: 11.5087 images/s
[08/16 10:42:44] ppdet.engine INFO: Epoch: [2] [40800/54024] learning_rate: 0.000100 loss_class: 0.812198 loss_bbox: 0.150255 loss_giou: 0.625019 loss_class_aux: 2.477305 loss_bbox_aux: 0.514757 loss_giou_aux: 1.994273 loss_class_dn: 0.415666 loss_bbox_dn: 0.166730 loss_giou_dn: 0.557261 loss_class_aux_dn: 0.907065 loss_bbox_aux_dn: 0.414641 loss_giou_aux_dn: 1.274933 loss: 10.451849 eta: 30 days, 0:27:27 batch_cost: 0.7284 data_cost: 0.0887 ips: 10.9829 images/s
[08/16 10:45:30] ppdet.engine INFO: Epoch: [2] [41000/54024] learning_rate: 0.000100 loss_class: 0.784945 loss_bbox: 0.150946 loss_giou: 0.604091 loss_class_aux: 2.456897 loss_bbox_aux: 0.503673 loss_giou_aux: 1.924820 loss_class_dn: 0.410598 loss_bbox_dn: 0.164959 loss_giou_dn: 0.517800 loss_class_aux_dn: 0.906320 loss_bbox_aux_dn: 0.416131 loss_giou_aux_dn: 1.204075 loss: 10.243739 eta: 30 days, 0:54:34 batch_cost: 0.7901 data_cost: 0.0274 ips: 10.1255 images/s
[08/16 10:48:20] ppdet.engine INFO: Epoch: [2] [41200/54024] learning_rate: 0.000100 loss_class: 0.796178 loss_bbox: 0.154569 loss_giou: 0.592072 loss_class_aux: 2.454862 loss_bbox_aux: 0.526339 loss_giou_aux: 1.927138 loss_class_dn: 0.397899 loss_bbox_dn: 0.182355 loss_giou_dn: 0.537895 loss_class_aux_dn: 0.871023 loss_bbox_aux_dn: 0.443647 loss_giou_aux_dn: 1.232605 loss: 10.308813 eta: 30 days, 1:26:41 batch_cost: 0.8076 data_cost: 0.1501 ips: 9.9063 images/s
[08/16 10:51:06] ppdet.engine INFO: Epoch: [2] [41400/54024] learning_rate: 0.000100 loss_class: 0.793393 loss_bbox: 0.157681 loss_giou: 0.616964 loss_class_aux: 2.451945 loss_bbox_aux: 0.536457 loss_giou_aux: 1.960720 loss_class_dn: 0.403208 loss_bbox_dn: 0.172874 loss_giou_dn: 0.522711 loss_class_aux_dn: 0.901197 loss_bbox_aux_dn: 0.427220 loss_giou_aux_dn: 1.233903 loss: 10.450012 eta: 30 days, 1:53:30 batch_cost: 0.7911 data_cost: 0.1444 ips: 10.1126 images/s
[08/16 10:54:04] ppdet.engine INFO: Epoch: [2] [41600/54024] learning_rate: 0.000100 loss_class: 0.794998 loss_bbox: 0.152591 loss_giou: 0.595236 loss_class_aux: 2.513031 loss_bbox_aux: 0.523880 loss_giou_aux: 1.952538 loss_class_dn: 0.415982 loss_bbox_dn: 0.164860 loss_giou_dn: 0.516318 loss_class_aux_dn: 0.913501 loss_bbox_aux_dn: 0.413114 loss_giou_aux_dn: 1.212382 loss: 10.368032 eta: 30 days, 2:37:21 batch_cost: 0.8489 data_cost: 0.1414 ips: 9.4240 images/s
[08/16 10:56:27] ppdet.engine INFO: Epoch: [2] [41800/54024] learning_rate: 0.000100 loss_class: 0.763167 loss_bbox: 0.152447 loss_giou: 0.611343 loss_class_aux: 2.398748 loss_bbox_aux: 0.517760 loss_giou_aux: 1.981293 loss_class_dn: 0.401439 loss_bbox_dn: 0.167000 loss_giou_dn: 0.522239 loss_class_aux_dn: 0.893915 loss_bbox_aux_dn: 0.416141 loss_giou_aux_dn: 1.201356 loss: 10.198162 eta: 30 days, 2:28:19 batch_cost: 0.6730 data_cost: 0.0706 ips: 11.8869 images/s
[08/16 10:59:05] ppdet.engine INFO: Epoch: [2] [42000/54024] learning_rate: 0.000100 loss_class: 0.773082 loss_bbox: 0.147326 loss_giou: 0.566656 loss_class_aux: 2.370072 loss_bbox_aux: 0.498910 loss_giou_aux: 1.832410 loss_class_dn: 0.391737 loss_bbox_dn: 0.165459 loss_giou_dn: 0.497681 loss_class_aux_dn: 0.867421 loss_bbox_aux_dn: 0.411929 loss_giou_aux_dn: 1.150255 loss: 9.901001 eta: 30 days, 2:44:05 batch_cost: 0.7564 data_cost: 0.1637 ips: 10.5766 images/s
[08/16 11:01:56] ppdet.engine INFO: Epoch: [2] [42200/54024] learning_rate: 0.000100 loss_class: 0.796161 loss_bbox: 0.147725 loss_giou: 0.596990 loss_class_aux: 2.483088 loss_bbox_aux: 0.505844 loss_giou_aux: 1.900232 loss_class_dn: 0.399332 loss_bbox_dn: 0.168042 loss_giou_dn: 0.519340 loss_class_aux_dn: 0.883645 loss_bbox_aux_dn: 0.410894 loss_giou_aux_dn: 1.216213 loss: 10.131225 eta: 30 days, 3:16:32 batch_cost: 0.8134 data_cost: 0.1041 ips: 9.8348 images/s
[08/16 11:04:25] ppdet.engine INFO: Epoch: [2] [42400/54024] learning_rate: 0.000100 loss_class: 0.757013 loss_bbox: 0.144443 loss_giou: 0.583637 loss_class_aux: 2.373102 loss_bbox_aux: 0.487841 loss_giou_aux: 1.900743 loss_class_dn: 0.386971 loss_bbox_dn: 0.158686 loss_giou_dn: 0.515341 loss_class_aux_dn: 0.850702 loss_bbox_aux_dn: 0.389385 loss_giou_aux_dn: 1.176549 loss: 9.988728 eta: 30 days, 3:17:21 batch_cost: 0.7070 data_cost: 0.0182 ips: 11.3159 images/s
[08/16 11:07:17] ppdet.engine INFO: Epoch: [2] [42600/54024] learning_rate: 0.000100 loss_class: 0.763019 loss_bbox: 0.151669 loss_giou: 0.630741 loss_class_aux: 2.385163 loss_bbox_aux: 0.507043 loss_giou_aux: 2.019628 loss_class_dn: 0.393713 loss_bbox_dn: 0.162134 loss_giou_dn: 0.538058 loss_class_aux_dn: 0.859577 loss_bbox_aux_dn: 0.405979 loss_giou_aux_dn: 1.241323 loss: 10.436216 eta: 30 days, 3:51:13 batch_cost: 0.8201 data_cost: 0.0532 ips: 9.7555 images/s
[08/16 11:09:38] ppdet.engine INFO: Epoch: [2] [42800/54024] learning_rate: 0.000100 loss_class: 0.793267 loss_bbox: 0.153635 loss_giou: 0.608763 loss_class_aux: 2.499299 loss_bbox_aux: 0.516097 loss_giou_aux: 1.942345 loss_class_dn: 0.408470 loss_bbox_dn: 0.181917 loss_giou_dn: 0.536428 loss_class_aux_dn: 0.901145 loss_bbox_aux_dn: 0.444405 loss_giou_aux_dn: 1.243136 loss: 10.302485 eta: 30 days, 3:39:19 batch_cost: 0.6640 data_cost: 0.0290 ips: 12.0478 images/s
[08/16 11:11:54] ppdet.engine INFO: Epoch: [2] [43000/54024] learning_rate: 0.000100 loss_class: 0.784030 loss_bbox: 0.152011 loss_giou: 0.604935 loss_class_aux: 2.465446 loss_bbox_aux: 0.521237 loss_giou_aux: 1.958925 loss_class_dn: 0.406982 loss_bbox_dn: 0.170461 loss_giou_dn: 0.521858 loss_class_aux_dn: 0.899939 loss_bbox_aux_dn: 0.425439 loss_giou_aux_dn: 1.201401 loss: 10.401285 eta: 30 days, 3:20:29 batch_cost: 0.6399 data_cost: 0.0345 ips: 12.5028 images/s
[08/16 11:14:42] ppdet.engine INFO: Epoch: [2] [43200/54024] learning_rate: 0.000100 loss_class: 0.762708 loss_bbox: 0.151683 loss_giou: 0.576610 loss_class_aux: 2.400321 loss_bbox_aux: 0.506659 loss_giou_aux: 1.839347 loss_class_dn: 0.379200 loss_bbox_dn: 0.160742 loss_giou_dn: 0.487336 loss_class_aux_dn: 0.844996 loss_bbox_aux_dn: 0.403763 loss_giou_aux_dn: 1.140804 loss: 9.632276 eta: 30 days, 3:48:30 batch_cost: 0.8017 data_cost: 0.0594 ips: 9.9793 images/s
[08/16 11:17:13] ppdet.engine INFO: Epoch: [2] [43400/54024] learning_rate: 0.000100 loss_class: 0.782113 loss_bbox: 0.152787 loss_giou: 0.594172 loss_class_aux: 2.404603 loss_bbox_aux: 0.504992 loss_giou_aux: 1.923832 loss_class_dn: 0.391865 loss_bbox_dn: 0.162911 loss_giou_dn: 0.514944 loss_class_aux_dn: 0.859010 loss_bbox_aux_dn: 0.409698 loss_giou_aux_dn: 1.198597 loss: 10.114853 eta: 30 days, 3:51:10 batch_cost: 0.7144 data_cost: 0.0222 ips: 11.1982 images/s
[08/16 11:19:41] ppdet.engine INFO: Epoch: [2] [43600/54024] learning_rate: 0.000100 loss_class: 0.777663 loss_bbox: 0.146509 loss_giou: 0.553925 loss_class_aux: 2.431578 loss_bbox_aux: 0.490056 loss_giou_aux: 1.817953 loss_class_dn: 0.382315 loss_bbox_dn: 0.159820 loss_giou_dn: 0.506161 loss_class_aux_dn: 0.852514 loss_bbox_aux_dn: 0.407042 loss_giou_aux_dn: 1.174482 loss: 9.711136 eta: 30 days, 3:48:28 batch_cost: 0.6958 data_cost: 0.0432 ips: 11.4982 images/s
[08/16 11:22:19] ppdet.engine INFO: Epoch: [2] [43800/54024] learning_rate: 0.000100 loss_class: 0.748836 loss_bbox: 0.147545 loss_giou: 0.584115 loss_class_aux: 2.315961 loss_bbox_aux: 0.505861 loss_giou_aux: 1.878934 loss_class_dn: 0.387354 loss_bbox_dn: 0.159454 loss_giou_dn: 0.490902 loss_class_aux_dn: 0.863926 loss_bbox_aux_dn: 0.397751 loss_giou_aux_dn: 1.136260 loss: 9.761166 eta: 30 days, 4:01:30 batch_cost: 0.7511 data_cost: 0.0357 ips: 10.6517 images/s
[08/16 11:25:05] ppdet.engine INFO: Epoch: [2] [44000/54024] learning_rate: 0.000100 loss_class: 0.824759 loss_bbox: 0.166561 loss_giou: 0.661871 loss_class_aux: 2.554390 loss_bbox_aux: 0.551132 loss_giou_aux: 2.140593 loss_class_dn: 0.411823 loss_bbox_dn: 0.179435 loss_giou_dn: 0.552429 loss_class_aux_dn: 0.899094 loss_bbox_aux_dn: 0.429374 loss_giou_aux_dn: 1.269128 loss: 10.650970 eta: 30 days, 4:25:01 batch_cost: 0.7886 data_cost: 0.1927 ips: 10.1448 images/s
[08/16 11:27:35] ppdet.engine INFO: Epoch: [2] [44200/54024] learning_rate: 0.000100 loss_class: 0.759371 loss_bbox: 0.148491 loss_giou: 0.622633 loss_class_aux: 2.330243 loss_bbox_aux: 0.502886 loss_giou_aux: 1.967236 loss_class_dn: 0.378965 loss_bbox_dn: 0.157450 loss_giou_dn: 0.496338 loss_class_aux_dn: 0.838974 loss_bbox_aux_dn: 0.390544 loss_giou_aux_dn: 1.166608 loss: 9.494649 eta: 30 days, 4:27:35 batch_cost: 0.7151 data_cost: 0.1079 ips: 11.1876 images/s
[08/16 11:30:10] ppdet.engine INFO: Epoch: [2] [44400/54024] learning_rate: 0.000100 loss_class: 0.764332 loss_bbox: 0.149712 loss_giou: 0.592476 loss_class_aux: 2.379836 loss_bbox_aux: 0.496540 loss_giou_aux: 1.932456 loss_class_dn: 0.393970 loss_bbox_dn: 0.162734 loss_giou_dn: 0.514594 loss_class_aux_dn: 0.866615 loss_bbox_aux_dn: 0.401463 loss_giou_aux_dn: 1.199353 loss: 10.117670 eta: 30 days, 4:35:51 batch_cost: 0.7356 data_cost: 0.0440 ips: 10.8762 images/s
[08/16 11:32:39] ppdet.engine INFO: Epoch: [2] [44600/54024] learning_rate: 0.000100 loss_class: 0.788192 loss_bbox: 0.154158 loss_giou: 0.608800 loss_class_aux: 2.420494 loss_bbox_aux: 0.513447 loss_giou_aux: 1.966604 loss_class_dn: 0.390455 loss_bbox_dn: 0.160615 loss_giou_dn: 0.525633 loss_class_aux_dn: 0.858692 loss_bbox_aux_dn: 0.408890 loss_giou_aux_dn: 1.212300 loss: 10.100482 eta: 30 days, 4:36:17 batch_cost: 0.7078 data_cost: 0.0865 ips: 11.3020 images/s
[08/16 11:34:57] ppdet.engine INFO: Epoch: [2] [44800/54024] learning_rate: 0.000100 loss_class: 0.779414 loss_bbox: 0.144995 loss_giou: 0.564572 loss_class_aux: 2.444795 loss_bbox_aux: 0.483649 loss_giou_aux: 1.807405 loss_class_dn: 0.382321 loss_bbox_dn: 0.164753 loss_giou_dn: 0.502334 loss_class_aux_dn: 0.839661 loss_bbox_aux_dn: 0.409364 loss_giou_aux_dn: 1.169037 loss: 9.721925 eta: 30 days, 4:20:45 batch_cost: 0.6506 data_cost: 0.1236 ips: 12.2971 images/s
[08/16 11:37:31] ppdet.engine INFO: Epoch: [2] [45000/54024] learning_rate: 0.000100 loss_class: 0.789205 loss_bbox: 0.152469 loss_giou: 0.609859 loss_class_aux: 2.494330 loss_bbox_aux: 0.507729 loss_giou_aux: 1.962420 loss_class_dn: 0.393888 loss_bbox_dn: 0.169557 loss_giou_dn: 0.524036 loss_class_aux_dn: 0.868547 loss_bbox_aux_dn: 0.417325 loss_giou_aux_dn: 1.236601 loss: 10.101784 eta: 30 days, 4:28:06 batch_cost: 0.7328 data_cost: 0.0717 ips: 10.9175 images/s
[08/16 11:40:08] ppdet.engine INFO: Epoch: [2] [45200/54024] learning_rate: 0.000100 loss_class: 0.787667 loss_bbox: 0.159300 loss_giou: 0.641835 loss_class_aux: 2.459125 loss_bbox_aux: 0.536599 loss_giou_aux: 2.066601 loss_class_dn: 0.411580 loss_bbox_dn: 0.168112 loss_giou_dn: 0.548114 loss_class_aux_dn: 0.915118 loss_bbox_aux_dn: 0.422379 loss_giou_aux_dn: 1.252650 loss: 10.553248 eta: 30 days, 4:40:00 batch_cost: 0.7496 data_cost: 0.0329 ips: 10.6724 images/s
[08/16 11:42:48] ppdet.engine INFO: Epoch: [2] [45400/54024] learning_rate: 0.000100 loss_class: 0.745772 loss_bbox: 0.143710 loss_giou: 0.594038 loss_class_aux: 2.322391 loss_bbox_aux: 0.480380 loss_giou_aux: 1.866585 loss_class_dn: 0.377865 loss_bbox_dn: 0.159576 loss_giou_dn: 0.487378 loss_class_aux_dn: 0.830405 loss_bbox_aux_dn: 0.399735 loss_giou_aux_dn: 1.148260 loss: 9.587655 eta: 30 days, 4:56:01 batch_cost: 0.7650 data_cost: 0.0597 ips: 10.4570 images/s
[08/16 11:45:19] ppdet.engine INFO: Epoch: [2] [45600/54024] learning_rate: 0.000100 loss_class: 0.791988 loss_bbox: 0.146316 loss_giou: 0.613698 loss_class_aux: 2.458531 loss_bbox_aux: 0.505836 loss_giou_aux: 1.964718 loss_class_dn: 0.389093 loss_bbox_dn: 0.171710 loss_giou_dn: 0.517650 loss_class_aux_dn: 0.849810 loss_bbox_aux_dn: 0.414529 loss_giou_aux_dn: 1.194774 loss: 10.108690 eta: 30 days, 4:58:56 batch_cost: 0.7177 data_cost: 0.0321 ips: 11.1466 images/s
[08/16 11:48:01] ppdet.engine INFO: Epoch: [2] [45800/54024] learning_rate: 0.000100 loss_class: 0.813819 loss_bbox: 0.150343 loss_giou: 0.575998 loss_class_aux: 2.528505 loss_bbox_aux: 0.510345 loss_giou_aux: 1.869341 loss_class_dn: 0.408956 loss_bbox_dn: 0.169703 loss_giou_dn: 0.523132 loss_class_aux_dn: 0.912133 loss_bbox_aux_dn: 0.415389 loss_giou_aux_dn: 1.206606 loss: 10.266150 eta: 30 days, 5:16:21 batch_cost: 0.7712 data_cost: 0.0161 ips: 10.3730 images/s
[08/16 11:50:23] ppdet.engine INFO: Epoch: [2] [46000/54024] learning_rate: 0.000100 loss_class: 0.806398 loss_bbox: 0.154725 loss_giou: 0.619921 loss_class_aux: 2.498840 loss_bbox_aux: 0.518816 loss_giou_aux: 2.006378 loss_class_dn: 0.416350 loss_bbox_dn: 0.168198 loss_giou_dn: 0.535590 loss_class_aux_dn: 0.911462 loss_bbox_aux_dn: 0.411513 loss_giou_aux_dn: 1.248173 loss: 10.691151 eta: 30 days, 5:05:18 batch_cost: 0.6667 data_cost: 0.0649 ips: 11.9997 images/s
[08/16 11:52:44] ppdet.engine INFO: Epoch: [2] [46200/54024] learning_rate: 0.000100 loss_class: 0.755056 loss_bbox: 0.140963 loss_giou: 0.537754 loss_class_aux: 2.355700 loss_bbox_aux: 0.485876 loss_giou_aux: 1.721215 loss_class_dn: 0.379438 loss_bbox_dn: 0.161581 loss_giou_dn: 0.478829 loss_class_aux_dn: 0.851445 loss_bbox_aux_dn: 0.410972 loss_giou_aux_dn: 1.112240 loss: 9.612875 eta: 30 days, 4:54:55 batch_cost: 0.6688 data_cost: 0.0730 ips: 11.9614 images/s
[08/16 11:54:58] ppdet.engine INFO: Epoch: [2] [46400/54024] learning_rate: 0.000100 loss_class: 0.808762 loss_bbox: 0.155295 loss_giou: 0.626593 loss_class_aux: 2.498536 loss_bbox_aux: 0.509684 loss_giou_aux: 2.019690 loss_class_dn: 0.412484 loss_bbox_dn: 0.161970 loss_giou_dn: 0.537608 loss_class_aux_dn: 0.908269 loss_bbox_aux_dn: 0.401604 loss_giou_aux_dn: 1.249450 loss: 10.525905 eta: 30 days, 4:35:23 batch_cost: 0.6345 data_cost: 0.0349 ips: 12.6076 images/s
[08/16 11:57:29] ppdet.engine INFO: Epoch: [2] [46600/54024] learning_rate: 0.000100 loss_class: 0.789131 loss_bbox: 0.155801 loss_giou: 0.638446 loss_class_aux: 2.456234 loss_bbox_aux: 0.509231 loss_giou_aux: 2.037260 loss_class_dn: 0.403369 loss_bbox_dn: 0.156582 loss_giou_dn: 0.532716 loss_class_aux_dn: 0.889164 loss_bbox_aux_dn: 0.388251 loss_giou_aux_dn: 1.224681 loss: 10.286279 eta: 30 days, 4:38:45 batch_cost: 0.7197 data_cost: 0.0435 ips: 11.1161 images/s
[08/16 12:00:09] ppdet.engine INFO: Epoch: [2] [46800/54024] learning_rate: 0.000100 loss_class: 0.783045 loss_bbox: 0.144057 loss_giou: 0.608998 loss_class_aux: 2.440032 loss_bbox_aux: 0.485134 loss_giou_aux: 1.919435 loss_class_dn: 0.394955 loss_bbox_dn: 0.163348 loss_giou_dn: 0.506131 loss_class_aux_dn: 0.867698 loss_bbox_aux_dn: 0.407076 loss_giou_aux_dn: 1.167514 loss: 9.942483 eta: 30 days, 4:52:03 batch_cost: 0.7572 data_cost: 0.1073 ips: 10.5653 images/s
[08/16 12:02:38] ppdet.engine INFO: Epoch: [2] [47000/54024] learning_rate: 0.000100 loss_class: 0.794461 loss_bbox: 0.152692 loss_giou: 0.600309 loss_class_aux: 2.487889 loss_bbox_aux: 0.521305 loss_giou_aux: 1.923870 loss_class_dn: 0.400110 loss_bbox_dn: 0.166649 loss_giou_dn: 0.517148 loss_class_aux_dn: 0.879481 loss_bbox_aux_dn: 0.419425 loss_giou_aux_dn: 1.189602 loss: 10.156845 eta: 30 days, 4:50:45 batch_cost: 0.7026 data_cost: 0.0334 ips: 11.3871 images/s
[08/16 12:05:04] ppdet.engine INFO: Epoch: [2] [47200/54024] learning_rate: 0.000100 loss_class: 0.774851 loss_bbox: 0.149258 loss_giou: 0.629549 loss_class_aux: 2.410356 loss_bbox_aux: 0.503904 loss_giou_aux: 1.989721 loss_class_dn: 0.398692 loss_bbox_dn: 0.166185 loss_giou_dn: 0.512179 loss_class_aux_dn: 0.877552 loss_bbox_aux_dn: 0.412349 loss_giou_aux_dn: 1.180699 loss: 10.102298 eta: 30 days, 4:47:33 batch_cost: 0.6954 data_cost: 0.0719 ips: 11.5043 images/s
[08/16 12:08:02] ppdet.engine INFO: Epoch: [2] [47400/54024] learning_rate: 0.000100 loss_class: 0.772723 loss_bbox: 0.152717 loss_giou: 0.612960 loss_class_aux: 2.390931 loss_bbox_aux: 0.504596 loss_giou_aux: 1.976799 loss_class_dn: 0.387698 loss_bbox_dn: 0.170499 loss_giou_dn: 0.510822 loss_class_aux_dn: 0.868625 loss_bbox_aux_dn: 0.426747 loss_giou_aux_dn: 1.160955 loss: 9.971499 eta: 30 days, 5:25:01 batch_cost: 0.8502 data_cost: 0.1944 ips: 9.4091 images/s
[08/16 12:10:28] ppdet.engine INFO: Epoch: [2] [47600/54024] learning_rate: 0.000100 loss_class: 0.753368 loss_bbox: 0.147671 loss_giou: 0.615902 loss_class_aux: 2.316339 loss_bbox_aux: 0.495669 loss_giou_aux: 1.985140 loss_class_dn: 0.382427 loss_bbox_dn: 0.173109 loss_giou_dn: 0.511115 loss_class_aux_dn: 0.848426 loss_bbox_aux_dn: 0.415646 loss_giou_aux_dn: 1.187983 loss: 9.826514 eta: 30 days, 5:20:46 batch_cost: 0.6920 data_cost: 0.0419 ips: 11.5606 images/s
[08/16 12:12:57] ppdet.engine INFO: Epoch: [2] [47800/54024] learning_rate: 0.000100 loss_class: 0.762007 loss_bbox: 0.148247 loss_giou: 0.633453 loss_class_aux: 2.368039 loss_bbox_aux: 0.492788 loss_giou_aux: 2.038633 loss_class_dn: 0.393950 loss_bbox_dn: 0.159992 loss_giou_dn: 0.544039 loss_class_aux_dn: 0.870195 loss_bbox_aux_dn: 0.396456 loss_giou_aux_dn: 1.247660 loss: 10.338085 eta: 30 days, 5:21:12 batch_cost: 0.7099 data_cost: 0.0514 ips: 11.2695 images/s
[08/16 12:15:33] ppdet.engine INFO: Epoch: [2] [48000/54024] learning_rate: 0.000100 loss_class: 0.767507 loss_bbox: 0.150555 loss_giou: 0.611521 loss_class_aux: 2.370841 loss_bbox_aux: 0.515451 loss_giou_aux: 1.935491 loss_class_dn: 0.387480 loss_bbox_dn: 0.162097 loss_giou_dn: 0.509660 loss_class_aux_dn: 0.846345 loss_bbox_aux_dn: 0.396826 loss_giou_aux_dn: 1.181735 loss: 9.993286 eta: 30 days, 5:29:10 batch_cost: 0.7391 data_cost: 0.0710 ips: 10.8244 images/s
[08/16 12:17:56] ppdet.engine INFO: Epoch: [2] [48200/54024] learning_rate: 0.000100 loss_class: 0.810029 loss_bbox: 0.149268 loss_giou: 0.604165 loss_class_aux: 2.504031 loss_bbox_aux: 0.507018 loss_giou_aux: 1.970647 loss_class_dn: 0.411402 loss_bbox_dn: 0.161379 loss_giou_dn: 0.521159 loss_class_aux_dn: 0.907371 loss_bbox_aux_dn: 0.401594 loss_giou_aux_dn: 1.204378 loss: 10.356303 eta: 30 days, 5:20:23 batch_cost: 0.6746 data_cost: 0.0567 ips: 11.8594 images/s
[08/16 12:20:18] ppdet.engine INFO: Epoch: [2] [48400/54024] learning_rate: 0.000100 loss_class: 0.803946 loss_bbox: 0.152484 loss_giou: 0.591760 loss_class_aux: 2.479778 loss_bbox_aux: 0.508448 loss_giou_aux: 1.919422 loss_class_dn: 0.393016 loss_bbox_dn: 0.166724 loss_giou_dn: 0.515498 loss_class_aux_dn: 0.860506 loss_bbox_aux_dn: 0.414647 loss_giou_aux_dn: 1.183398 loss: 10.140434 eta: 30 days, 5:10:21 batch_cost: 0.6694 data_cost: 0.0438 ips: 11.9510 images/s
[08/16 12:22:57] ppdet.engine INFO: Epoch: [2] [48600/54024] learning_rate: 0.000100 loss_class: 0.802115 loss_bbox: 0.151883 loss_giou: 0.591467 loss_class_aux: 2.479423 loss_bbox_aux: 0.511663 loss_giou_aux: 1.934874 loss_class_dn: 0.401489 loss_bbox_dn: 0.174711 loss_giou_dn: 0.529875 loss_class_aux_dn: 0.891370 loss_bbox_aux_dn: 0.436342 loss_giou_aux_dn: 1.249335 loss: 10.298674 eta: 30 days, 5:22:39 batch_cost: 0.7565 data_cost: 0.0956 ips: 10.5756 images/s
[08/16 12:25:17] ppdet.engine INFO: Epoch: [2] [48800/54024] learning_rate: 0.000100 loss_class: 0.787764 loss_bbox: 0.156045 loss_giou: 0.604577 loss_class_aux: 2.436362 loss_bbox_aux: 0.518764 loss_giou_aux: 1.935637 loss_class_dn: 0.402440 loss_bbox_dn: 0.168494 loss_giou_dn: 0.514229 loss_class_aux_dn: 0.893473 loss_bbox_aux_dn: 0.412629 loss_giou_aux_dn: 1.190895 loss: 10.192246 eta: 30 days, 5:10:10 batch_cost: 0.6597 data_cost: 0.0653 ips: 12.1266 images/s
[08/16 12:27:46] ppdet.engine INFO: Epoch: [2] [49000/54024] learning_rate: 0.000100 loss_class: 0.807876 loss_bbox: 0.160008 loss_giou: 0.603451 loss_class_aux: 2.504067 loss_bbox_aux: 0.537545 loss_giou_aux: 1.939529 loss_class_dn: 0.408946 loss_bbox_dn: 0.172379 loss_giou_dn: 0.511308 loss_class_aux_dn: 0.899768 loss_bbox_aux_dn: 0.423670 loss_giou_aux_dn: 1.178882 loss: 10.319894 eta: 30 days, 5:09:39 batch_cost: 0.7065 data_cost: 0.0291 ips: 11.3231 images/s
[08/16 12:30:09] ppdet.engine INFO: Epoch: [2] [49200/54024] learning_rate: 0.000100 loss_class: 0.825034 loss_bbox: 0.164159 loss_giou: 0.630186 loss_class_aux: 2.584174 loss_bbox_aux: 0.556933 loss_giou_aux: 2.014286 loss_class_dn: 0.411239 loss_bbox_dn: 0.181883 loss_giou_dn: 0.540009 loss_class_aux_dn: 0.914363 loss_bbox_aux_dn: 0.450130 loss_giou_aux_dn: 1.251072 loss: 10.570742 eta: 30 days, 5:02:16 batch_cost: 0.6794 data_cost: 0.0818 ips: 11.7753 images/s
[08/16 12:32:35] ppdet.engine INFO: Epoch: [2] [49400/54024] learning_rate: 0.000100 loss_class: 0.784841 loss_bbox: 0.147052 loss_giou: 0.596824 loss_class_aux: 2.460948 loss_bbox_aux: 0.498800 loss_giou_aux: 1.912328 loss_class_dn: 0.402257 loss_bbox_dn: 0.160733 loss_giou_dn: 0.523982 loss_class_aux_dn: 0.900198 loss_bbox_aux_dn: 0.398346 loss_giou_aux_dn: 1.219126 loss: 10.349803 eta: 30 days, 4:58:12 batch_cost: 0.6924 data_cost: 0.1032 ips: 11.5534 images/s
[08/16 12:35:16] ppdet.engine INFO: Epoch: [2] [49600/54024] learning_rate: 0.000100 loss_class: 0.760521 loss_bbox: 0.146254 loss_giou: 0.570289 loss_class_aux: 2.375474 loss_bbox_aux: 0.490203 loss_giou_aux: 1.848743 loss_class_dn: 0.380374 loss_bbox_dn: 0.158102 loss_giou_dn: 0.488641 loss_class_aux_dn: 0.848516 loss_bbox_aux_dn: 0.390982 loss_giou_aux_dn: 1.151787 loss: 9.739748 eta: 30 days, 5:12:26 batch_cost: 0.7653 data_cost: 0.0620 ips: 10.4537 images/s
[08/16 12:38:02] ppdet.engine INFO: Epoch: [2] [49800/54024] learning_rate: 0.000100 loss_class: 0.800806 loss_bbox: 0.156521 loss_giou: 0.646670 loss_class_aux: 2.523304 loss_bbox_aux: 0.522183 loss_giou_aux: 2.065542 loss_class_dn: 0.404771 loss_bbox_dn: 0.162507 loss_giou_dn: 0.535550 loss_class_aux_dn: 0.893266 loss_bbox_aux_dn: 0.405939 loss_giou_aux_dn: 1.243699 loss: 10.517049 eta: 30 days, 5:33:18 batch_cost: 0.7924 data_cost: 0.0758 ips: 10.0957 images/s
[08/16 12:40:32] ppdet.engine INFO: Epoch: [2] [50000/54024] learning_rate: 0.000100 loss_class: 0.822489 loss_bbox: 0.157044 loss_giou: 0.640861 loss_class_aux: 2.521442 loss_bbox_aux: 0.538644 loss_giou_aux: 2.050851 loss_class_dn: 0.415770 loss_bbox_dn: 0.175375 loss_giou_dn: 0.534520 loss_class_aux_dn: 0.913548 loss_bbox_aux_dn: 0.430785 loss_giou_aux_dn: 1.268764 loss: 10.485230 eta: 30 days, 5:33:31 batch_cost: 0.7102 data_cost: 0.1028 ips: 11.2644 images/s
[08/16 12:43:02] ppdet.engine INFO: Epoch: [2] [50200/54024] learning_rate: 0.000100 loss_class: 0.785348 loss_bbox: 0.150464 loss_giou: 0.581289 loss_class_aux: 2.449999 loss_bbox_aux: 0.498463 loss_giou_aux: 1.902976 loss_class_dn: 0.399744 loss_bbox_dn: 0.166424 loss_giou_dn: 0.504532 loss_class_aux_dn: 0.874565 loss_bbox_aux_dn: 0.408856 loss_giou_aux_dn: 1.175627 loss: 10.095181 eta: 30 days, 5:34:08 batch_cost: 0.7118 data_cost: 0.1293 ips: 11.2392 images/s
[08/16 12:45:37] ppdet.engine INFO: Epoch: [2] [50400/54024] learning_rate: 0.000100 loss_class: 0.792670 loss_bbox: 0.168155 loss_giou: 0.627510 loss_class_aux: 2.510019 loss_bbox_aux: 0.554916 loss_giou_aux: 2.042115 loss_class_dn: 0.410342 loss_bbox_dn: 0.188371 loss_giou_dn: 0.546605 loss_class_aux_dn: 0.902541 loss_bbox_aux_dn: 0.465350 loss_giou_aux_dn: 1.253135 loss: 10.615194 eta: 30 days, 5:41:37 batch_cost: 0.7398 data_cost: 0.1400 ips: 10.8134 images/s
[08/16 12:48:28] ppdet.engine INFO: Epoch: [2] [50600/54024] learning_rate: 0.000100 loss_class: 0.806673 loss_bbox: 0.156813 loss_giou: 0.607473 loss_class_aux: 2.507115 loss_bbox_aux: 0.523829 loss_giou_aux: 1.953437 loss_class_dn: 0.400926 loss_bbox_dn: 0.173354 loss_giou_dn: 0.530087 loss_class_aux_dn: 0.882511 loss_bbox_aux_dn: 0.431780 loss_giou_aux_dn: 1.222493 loss: 10.295706 eta: 30 days, 6:06:39 batch_cost: 0.8115 data_cost: 0.1227 ips: 9.8586 images/s
[08/16 12:51:12] ppdet.engine INFO: Epoch: [2] [50800/54024] learning_rate: 0.000100 loss_class: 0.803933 loss_bbox: 0.163897 loss_giou: 0.649378 loss_class_aux: 2.468950 loss_bbox_aux: 0.542165 loss_giou_aux: 2.074088 loss_class_dn: 0.412838 loss_bbox_dn: 0.168118 loss_giou_dn: 0.539523 loss_class_aux_dn: 0.907430 loss_bbox_aux_dn: 0.418565 loss_giou_aux_dn: 1.256478 loss: 10.570852 eta: 30 days, 6:23:25 batch_cost: 0.7787 data_cost: 0.1272 ips: 10.2737 images/s
[08/16 12:53:56] ppdet.engine INFO: Epoch: [2] [51000/54024] learning_rate: 0.000100 loss_class: 0.798578 loss_bbox: 0.159331 loss_giou: 0.591208 loss_class_aux: 2.491706 loss_bbox_aux: 0.538704 loss_giou_aux: 1.942891 loss_class_dn: 0.392820 loss_bbox_dn: 0.176590 loss_giou_dn: 0.518269 loss_class_aux_dn: 0.858009 loss_bbox_aux_dn: 0.434180 loss_giou_aux_dn: 1.201020 loss: 10.072049 eta: 30 days, 6:41:15 batch_cost: 0.7836 data_cost: 0.0215 ips: 10.2096 images/s
[08/16 12:56:36] ppdet.engine INFO: Epoch: [2] [51200/54024] learning_rate: 0.000100 loss_class: 0.781716 loss_bbox: 0.150328 loss_giou: 0.638543 loss_class_aux: 2.487144 loss_bbox_aux: 0.499950 loss_giou_aux: 2.034682 loss_class_dn: 0.401659 loss_bbox_dn: 0.157014 loss_giou_dn: 0.532634 loss_class_aux_dn: 0.894843 loss_bbox_aux_dn: 0.399122 loss_giou_aux_dn: 1.203840 loss: 10.064483 eta: 30 days, 6:52:19 batch_cost: 0.7565 data_cost: 0.0440 ips: 10.5753 images/s
[08/16 12:59:00] ppdet.engine INFO: Epoch: [2] [51400/54024] learning_rate: 0.000100 loss_class: 0.764071 loss_bbox: 0.140256 loss_giou: 0.573849 loss_class_aux: 2.359983 loss_bbox_aux: 0.469733 loss_giou_aux: 1.834307 loss_class_dn: 0.384158 loss_bbox_dn: 0.160753 loss_giou_dn: 0.488780 loss_class_aux_dn: 0.843210 loss_bbox_aux_dn: 0.403231 loss_giou_aux_dn: 1.150968 loss: 9.828974 eta: 30 days, 6:45:32 batch_cost: 0.6830 data_cost: 0.0393 ips: 11.7127 images/s
[08/16 13:01:24] ppdet.engine INFO: Epoch: [2] [51600/54024] learning_rate: 0.000100 loss_class: 0.813694 loss_bbox: 0.151713 loss_giou: 0.600990 loss_class_aux: 2.541571 loss_bbox_aux: 0.512962 loss_giou_aux: 1.948135 loss_class_dn: 0.408425 loss_bbox_dn: 0.172094 loss_giou_dn: 0.519326 loss_class_aux_dn: 0.897319 loss_bbox_aux_dn: 0.430118 loss_giou_aux_dn: 1.206082 loss: 10.150883 eta: 30 days, 6:36:54 batch_cost: 0.6753 data_cost: 0.0137 ips: 11.8465 images/s
[08/16 13:03:53] ppdet.engine INFO: Epoch: [2] [51800/54024] learning_rate: 0.000100 loss_class: 0.775983 loss_bbox: 0.149302 loss_giou: 0.628795 loss_class_aux: 2.419874 loss_bbox_aux: 0.498487 loss_giou_aux: 2.003139 loss_class_dn: 0.396279 loss_bbox_dn: 0.156458 loss_giou_dn: 0.509065 loss_class_aux_dn: 0.865315 loss_bbox_aux_dn: 0.390925 loss_giou_aux_dn: 1.182442 loss: 9.965481 eta: 30 days, 6:36:23 batch_cost: 0.7089 data_cost: 0.0204 ips: 11.2858 images/s
[08/16 13:06:27] ppdet.engine INFO: Epoch: [2] [52000/54024] learning_rate: 0.000100 loss_class: 0.785011 loss_bbox: 0.160566 loss_giou: 0.578383 loss_class_aux: 2.459959 loss_bbox_aux: 0.536922 loss_giou_aux: 1.853401 loss_class_dn: 0.395117 loss_bbox_dn: 0.176218 loss_giou_dn: 0.502038 loss_class_aux_dn: 0.873019 loss_bbox_aux_dn: 0.445888 loss_giou_aux_dn: 1.159458 loss: 10.031016 eta: 30 days, 6:42:24 batch_cost: 0.7362 data_cost: 0.0160 ips: 10.8663 images/s
[08/16 13:09:05] ppdet.engine INFO: Epoch: [2] [52200/54024] learning_rate: 0.000100 loss_class: 0.789893 loss_bbox: 0.142912 loss_giou: 0.575274 loss_class_aux: 2.490219 loss_bbox_aux: 0.487672 loss_giou_aux: 1.848552 loss_class_dn: 0.389422 loss_bbox_dn: 0.165566 loss_giou_dn: 0.494549 loss_class_aux_dn: 0.870182 loss_bbox_aux_dn: 0.402770 loss_giou_aux_dn: 1.142202 loss: 9.907971 eta: 30 days, 6:51:04 batch_cost: 0.7477 data_cost: 0.0346 ips: 10.7001 images/s
[08/16 13:11:37] ppdet.engine INFO: Epoch: [2] [52400/54024] learning_rate: 0.000100 loss_class: 0.776718 loss_bbox: 0.154703 loss_giou: 0.620037 loss_class_aux: 2.401977 loss_bbox_aux: 0.523427 loss_giou_aux: 1.988781 loss_class_dn: 0.397395 loss_bbox_dn: 0.161582 loss_giou_dn: 0.525274 loss_class_aux_dn: 0.878016 loss_bbox_aux_dn: 0.407454 loss_giou_aux_dn: 1.221360 loss: 10.148676 eta: 30 days, 6:54:52 batch_cost: 0.7275 data_cost: 0.0536 ips: 10.9969 images/s
[08/16 13:14:06] ppdet.engine INFO: Epoch: [2] [52600/54024] learning_rate: 0.000100 loss_class: 0.807277 loss_bbox: 0.161231 loss_giou: 0.642582 loss_class_aux: 2.519823 loss_bbox_aux: 0.537974 loss_giou_aux: 2.015571 loss_class_dn: 0.418877 loss_bbox_dn: 0.172248 loss_giou_dn: 0.532089 loss_class_aux_dn: 0.926162 loss_bbox_aux_dn: 0.437017 loss_giou_aux_dn: 1.250237 loss: 10.597351 eta: 30 days, 6:53:15 batch_cost: 0.7048 data_cost: 0.0090 ips: 11.3513 images/s
[08/16 13:16:37] ppdet.engine INFO: Epoch: [2] [52800/54024] learning_rate: 0.000100 loss_class: 0.775514 loss_bbox: 0.138901 loss_giou: 0.565385 loss_class_aux: 2.398386 loss_bbox_aux: 0.483618 loss_giou_aux: 1.865037 loss_class_dn: 0.393492 loss_bbox_dn: 0.159693 loss_giou_dn: 0.496917 loss_class_aux_dn: 0.869288 loss_bbox_aux_dn: 0.395322 loss_giou_aux_dn: 1.177611 loss: 10.064001 eta: 30 days, 6:55:27 batch_cost: 0.7210 data_cost: 0.0329 ips: 11.0954 images/s
[08/16 13:19:05] ppdet.engine INFO: Epoch: [2] [53000/54024] learning_rate: 0.000100 loss_class: 0.765069 loss_bbox: 0.159675 loss_giou: 0.617970 loss_class_aux: 2.378587 loss_bbox_aux: 0.530383 loss_giou_aux: 1.981104 loss_class_dn: 0.402040 loss_bbox_dn: 0.170212 loss_giou_dn: 0.528089 loss_class_aux_dn: 0.875875 loss_bbox_aux_dn: 0.414269 loss_giou_aux_dn: 1.224534 loss: 10.295866 eta: 30 days, 6:53:05 batch_cost: 0.7017 data_cost: 0.0468 ips: 11.4007 images/s
[08/16 13:21:44] ppdet.engine INFO: Epoch: [2] [53200/54024] learning_rate: 0.000100 loss_class: 0.785164 loss_bbox: 0.144682 loss_giou: 0.575377 loss_class_aux: 2.451712 loss_bbox_aux: 0.478103 loss_giou_aux: 1.859547 loss_class_dn: 0.387516 loss_bbox_dn: 0.159980 loss_giou_dn: 0.499378 loss_class_aux_dn: 0.859785 loss_bbox_aux_dn: 0.387206 loss_giou_aux_dn: 1.153910 loss: 9.827411 eta: 30 days, 7:03:57 batch_cost: 0.7583 data_cost: 0.1057 ips: 10.5496 images/s
[08/16 13:24:27] ppdet.engine INFO: Epoch: [2] [53400/54024] learning_rate: 0.000100 loss_class: 0.774252 loss_bbox: 0.152106 loss_giou: 0.589611 loss_class_aux: 2.369837 loss_bbox_aux: 0.515426 loss_giou_aux: 1.872981 loss_class_dn: 0.385028 loss_bbox_dn: 0.159050 loss_giou_dn: 0.501684 loss_class_aux_dn: 0.852719 loss_bbox_aux_dn: 0.403023 loss_giou_aux_dn: 1.159546 loss: 9.903610 eta: 30 days, 7:19:47 batch_cost: 0.7801 data_cost: 0.1480 ips: 10.2551 images/s
[08/16 13:27:17] ppdet.engine INFO: Epoch: [2] [53600/54024] learning_rate: 0.000100 loss_class: 0.799429 loss_bbox: 0.150265 loss_giou: 0.593247 loss_class_aux: 2.506421 loss_bbox_aux: 0.516161 loss_giou_aux: 1.897357 loss_class_dn: 0.399865 loss_bbox_dn: 0.162431 loss_giou_dn: 0.512078 loss_class_aux_dn: 0.886076 loss_bbox_aux_dn: 0.419596 loss_giou_aux_dn: 1.186819 loss: 10.072412 eta: 30 days, 7:43:01 batch_cost: 0.8126 data_cost: 0.0598 ips: 9.8451 images/s
[08/16 13:29:47] ppdet.engine INFO: Epoch: [2] [53800/54024] learning_rate: 0.000100 loss_class: 0.774402 loss_bbox: 0.152708 loss_giou: 0.593720 loss_class_aux: 2.398491 loss_bbox_aux: 0.512030 loss_giou_aux: 1.901595 loss_class_dn: 0.383952 loss_bbox_dn: 0.168416 loss_giou_dn: 0.512160 loss_class_aux_dn: 0.848695 loss_bbox_aux_dn: 0.410754 loss_giou_aux_dn: 1.190764 loss: 9.866777 eta: 30 days, 7:43:22 batch_cost: 0.7144 data_cost: 0.1145 ips: 11.1988 images/s
[08/16 13:32:11] ppdet.engine INFO: Epoch: [2] [54000/54024] learning_rate: 0.000100 loss_class: 0.781714 loss_bbox: 0.144473 loss_giou: 0.596977 loss_class_aux: 2.438072 loss_bbox_aux: 0.490247 loss_giou_aux: 1.919797 loss_class_dn: 0.396107 loss_bbox_dn: 0.161869 loss_giou_dn: 0.521052 loss_class_aux_dn: 0.871422 loss_bbox_aux_dn: 0.399828 loss_giou_aux_dn: 1.211726 loss: 10.377843 eta: 30 days, 7:36:06 batch_cost: 0.6814 data_cost: 0.0440 ips: 11.7408 images/s
[08/16 13:32:28] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
loading annotations into memory...
Done (t=5.81s)
creating index...
index created!
[08/16 13:32:38] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 549169, area: 0.0 x1: 742.3126221, y1: 8.545593250000001, x2: 742.3126221, y2: 11.2289734.
[08/16 13:32:48] ppdet.data.source.coco INFO: Load [80000 samples valid, 0 samples invalid] in file /paddle/workspace/dataset/obj365/annotations/zhiyuan_objv2_val.json.
loading annotations into memory...
Done (t=10.12s)
creating index...
index created!
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[08/16 14:04:00] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=5.20s)
creating index...
index created!
[08/16 14:04:06] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=230.05s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=2445.70s).
Accumulating evaluation results...
/paddle/anaconda3/lib/python3.8/site-packages/pycocotools/cocoeval.py:378: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
  tp_sum = np.cumsum(tps, axis=1).astype(dtype=np.float)
/paddle/anaconda3/lib/python3.8/site-packages/pycocotools/cocoeval.py:379: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
  fp_sum = np.cumsum(fps, axis=1).astype(dtype=np.float)
DONE (t=968.84s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.172
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.241
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.186
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.075
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.164
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.236
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.205
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.391
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.418
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.216
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.406
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.555
[08/16 15:06:57] ppdet.engine INFO: Total sample number: 80000, average FPS: 51.861640347544785
[08/16 15:06:57] ppdet.engine INFO: Best test bbox ap is 0.172.
[08/16 15:06:59] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
[08/16 15:07:09] ppdet.engine INFO: Epoch: [3] [    0/54024] learning_rate: 0.000100 loss_class: 0.778256 loss_bbox: 0.144783 loss_giou: 0.594719 loss_class_aux: 2.427756 loss_bbox_aux: 0.492123 loss_giou_aux: 1.924831 loss_class_dn: 0.399140 loss_bbox_dn: 0.161869 loss_giou_dn: 0.521052 loss_class_aux_dn: 0.874874 loss_bbox_aux_dn: 0.403824 loss_giou_aux_dn: 1.219648 loss: 10.377843 eta: 30 days, 7:29:55 batch_cost: 0.6443 data_cost: 0.0463 ips: 12.4166 images/s
[08/16 15:09:55] ppdet.engine INFO: Epoch: [3] [  200/54024] learning_rate: 0.000100 loss_class: 0.788368 loss_bbox: 0.154811 loss_giou: 0.619139 loss_class_aux: 2.420357 loss_bbox_aux: 0.524646 loss_giou_aux: 1.984236 loss_class_dn: 0.403231 loss_bbox_dn: 0.164628 loss_giou_dn: 0.515807 loss_class_aux_dn: 0.888445 loss_bbox_aux_dn: 0.408230 loss_giou_aux_dn: 1.194589 loss: 10.365052 eta: 30 days, 7:47:08 batch_cost: 0.7880 data_cost: 0.0506 ips: 10.1529 images/s
[08/16 15:12:09] ppdet.engine INFO: Epoch: [3] [  400/54024] learning_rate: 0.000100 loss_class: 0.827155 loss_bbox: 0.166541 loss_giou: 0.670268 loss_class_aux: 2.545220 loss_bbox_aux: 0.562587 loss_giou_aux: 2.140271 loss_class_dn: 0.426143 loss_bbox_dn: 0.173144 loss_giou_dn: 0.560783 loss_class_aux_dn: 0.932229 loss_bbox_aux_dn: 0.419851 loss_giou_aux_dn: 1.282062 loss: 10.688090 eta: 30 days, 7:28:58 batch_cost: 0.6336 data_cost: 0.0440 ips: 12.6266 images/s
[08/16 15:14:40] ppdet.engine INFO: Epoch: [3] [  600/54024] learning_rate: 0.000100 loss_class: 0.770984 loss_bbox: 0.151215 loss_giou: 0.628972 loss_class_aux: 2.413529 loss_bbox_aux: 0.494576 loss_giou_aux: 1.994916 loss_class_dn: 0.402300 loss_bbox_dn: 0.159249 loss_giou_dn: 0.514783 loss_class_aux_dn: 0.886172 loss_bbox_aux_dn: 0.396503 loss_giou_aux_dn: 1.202525 loss: 10.269601 eta: 30 days, 7:28:07 batch_cost: 0.7092 data_cost: 0.0463 ips: 11.2806 images/s
[08/16 15:17:17] ppdet.engine INFO: Epoch: [3] [  800/54024] learning_rate: 0.000100 loss_class: 0.799557 loss_bbox: 0.151874 loss_giou: 0.598461 loss_class_aux: 2.466469 loss_bbox_aux: 0.513792 loss_giou_aux: 1.914704 loss_class_dn: 0.405363 loss_bbox_dn: 0.163321 loss_giou_dn: 0.516098 loss_class_aux_dn: 0.890669 loss_bbox_aux_dn: 0.416020 loss_giou_aux_dn: 1.205193 loss: 10.061430 eta: 30 days, 7:34:48 batch_cost: 0.7426 data_cost: 0.1094 ips: 10.7736 images/s
[08/16 15:19:50] ppdet.engine INFO: Epoch: [3] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.788319 loss_bbox: 0.161630 loss_giou: 0.635017 loss_class_aux: 2.452338 loss_bbox_aux: 0.536014 loss_giou_aux: 1.994301 loss_class_dn: 0.403187 loss_bbox_dn: 0.164088 loss_giou_dn: 0.514601 loss_class_aux_dn: 0.888079 loss_bbox_aux_dn: 0.408543 loss_giou_aux_dn: 1.202487 loss: 10.233561 eta: 30 days, 7:36:29 batch_cost: 0.7206 data_cost: 0.0506 ips: 11.1014 images/s
[08/16 15:22:37] ppdet.engine INFO: Epoch: [3] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.765162 loss_bbox: 0.154736 loss_giou: 0.589518 loss_class_aux: 2.390193 loss_bbox_aux: 0.528357 loss_giou_aux: 1.909065 loss_class_dn: 0.390547 loss_bbox_dn: 0.172225 loss_giou_dn: 0.525621 loss_class_aux_dn: 0.862148 loss_bbox_aux_dn: 0.416566 loss_giou_aux_dn: 1.210871 loss: 10.364675 eta: 30 days, 7:53:53 batch_cost: 0.7907 data_cost: 0.0871 ips: 10.1179 images/s
[08/16 15:25:03] ppdet.engine INFO: Epoch: [3] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.770762 loss_bbox: 0.148134 loss_giou: 0.596299 loss_class_aux: 2.410055 loss_bbox_aux: 0.494219 loss_giou_aux: 1.906129 loss_class_dn: 0.396645 loss_bbox_dn: 0.171976 loss_giou_dn: 0.505837 loss_class_aux_dn: 0.872258 loss_bbox_aux_dn: 0.420742 loss_giou_aux_dn: 1.203629 loss: 10.175420 eta: 30 days, 7:48:42 batch_cost: 0.6905 data_cost: 0.0375 ips: 11.5861 images/s
[08/16 15:27:36] ppdet.engine INFO: Epoch: [3] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.774338 loss_bbox: 0.152496 loss_giou: 0.624849 loss_class_aux: 2.453154 loss_bbox_aux: 0.513630 loss_giou_aux: 1.999233 loss_class_dn: 0.400019 loss_bbox_dn: 0.160458 loss_giou_dn: 0.516074 loss_class_aux_dn: 0.886758 loss_bbox_aux_dn: 0.401735 loss_giou_aux_dn: 1.202384 loss: 10.114408 eta: 30 days, 7:51:11 batch_cost: 0.7247 data_cost: 0.0990 ips: 11.0384 images/s
[08/16 15:30:07] ppdet.engine INFO: Epoch: [3] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.758973 loss_bbox: 0.150192 loss_giou: 0.573817 loss_class_aux: 2.371988 loss_bbox_aux: 0.503859 loss_giou_aux: 1.824590 loss_class_dn: 0.391309 loss_bbox_dn: 0.167584 loss_giou_dn: 0.506241 loss_class_aux_dn: 0.871895 loss_bbox_aux_dn: 0.407391 loss_giou_aux_dn: 1.177556 loss: 10.001901 eta: 30 days, 7:51:06 batch_cost: 0.7134 data_cost: 0.0563 ips: 11.2139 images/s
[08/16 15:33:07] ppdet.engine INFO: Epoch: [3] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.781761 loss_bbox: 0.150461 loss_giou: 0.617055 loss_class_aux: 2.440709 loss_bbox_aux: 0.504654 loss_giou_aux: 1.974376 loss_class_dn: 0.411659 loss_bbox_dn: 0.163844 loss_giou_dn: 0.522927 loss_class_aux_dn: 0.911442 loss_bbox_aux_dn: 0.405376 loss_giou_aux_dn: 1.226334 loss: 10.186165 eta: 30 days, 8:23:22 batch_cost: 0.8594 data_cost: 0.1841 ips: 9.3086 images/s
[08/16 15:35:23] ppdet.engine INFO: Epoch: [3] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.748370 loss_bbox: 0.142120 loss_giou: 0.630081 loss_class_aux: 2.331555 loss_bbox_aux: 0.487172 loss_giou_aux: 2.019608 loss_class_dn: 0.394450 loss_bbox_dn: 0.163213 loss_giou_dn: 0.532580 loss_class_aux_dn: 0.875051 loss_bbox_aux_dn: 0.404411 loss_giou_aux_dn: 1.218277 loss: 10.121610 eta: 30 days, 8:05:58 batch_cost: 0.6357 data_cost: 0.0499 ips: 12.5847 images/s
[08/16 15:38:14] ppdet.engine INFO: Epoch: [3] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.793748 loss_bbox: 0.155682 loss_giou: 0.614057 loss_class_aux: 2.470385 loss_bbox_aux: 0.525412 loss_giou_aux: 2.012957 loss_class_dn: 0.400804 loss_bbox_dn: 0.164915 loss_giou_dn: 0.537196 loss_class_aux_dn: 0.878322 loss_bbox_aux_dn: 0.416843 loss_giou_aux_dn: 1.231905 loss: 10.233175 eta: 30 days, 8:28:10 batch_cost: 0.8151 data_cost: 0.1341 ips: 9.8151 images/s
[08/16 15:40:26] ppdet.engine INFO: Epoch: [3] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.775021 loss_bbox: 0.156529 loss_giou: 0.597098 loss_class_aux: 2.450199 loss_bbox_aux: 0.517062 loss_giou_aux: 1.926771 loss_class_dn: 0.404870 loss_bbox_dn: 0.162947 loss_giou_dn: 0.527524 loss_class_aux_dn: 0.894722 loss_bbox_aux_dn: 0.414330 loss_giou_aux_dn: 1.217528 loss: 10.309150 eta: 30 days, 8:07:36 batch_cost: 0.6209 data_cost: 0.0494 ips: 12.8840 images/s
[08/16 15:43:31] ppdet.engine INFO: Epoch: [3] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.781506 loss_bbox: 0.148321 loss_giou: 0.649946 loss_class_aux: 2.431303 loss_bbox_aux: 0.498122 loss_giou_aux: 2.068306 loss_class_dn: 0.395934 loss_bbox_dn: 0.165483 loss_giou_dn: 0.537898 loss_class_aux_dn: 0.859309 loss_bbox_aux_dn: 0.402273 loss_giou_aux_dn: 1.221177 loss: 10.191793 eta: 30 days, 8:44:29 batch_cost: 0.8832 data_cost: 0.1212 ips: 9.0576 images/s
[08/16 15:45:47] ppdet.engine INFO: Epoch: [3] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.797644 loss_bbox: 0.158117 loss_giou: 0.604109 loss_class_aux: 2.492995 loss_bbox_aux: 0.519585 loss_giou_aux: 1.948828 loss_class_dn: 0.409319 loss_bbox_dn: 0.168922 loss_giou_dn: 0.517052 loss_class_aux_dn: 0.912911 loss_bbox_aux_dn: 0.421059 loss_giou_aux_dn: 1.220087 loss: 10.395705 eta: 30 days, 8:29:04 batch_cost: 0.6442 data_cost: 0.0523 ips: 12.4176 images/s
[08/16 15:47:59] ppdet.engine INFO: Epoch: [3] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.794251 loss_bbox: 0.152376 loss_giou: 0.630190 loss_class_aux: 2.469200 loss_bbox_aux: 0.506479 loss_giou_aux: 2.038749 loss_class_dn: 0.402878 loss_bbox_dn: 0.159294 loss_giou_dn: 0.530907 loss_class_aux_dn: 0.885572 loss_bbox_aux_dn: 0.397500 loss_giou_aux_dn: 1.236019 loss: 10.245951 eta: 30 days, 8:08:35 batch_cost: 0.6205 data_cost: 0.0540 ips: 12.8923 images/s
[08/16 15:50:47] ppdet.engine INFO: Epoch: [3] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.756253 loss_bbox: 0.146359 loss_giou: 0.571417 loss_class_aux: 2.343163 loss_bbox_aux: 0.479837 loss_giou_aux: 1.862261 loss_class_dn: 0.375821 loss_bbox_dn: 0.160300 loss_giou_dn: 0.501240 loss_class_aux_dn: 0.830053 loss_bbox_aux_dn: 0.392912 loss_giou_aux_dn: 1.159046 loss: 9.695043 eta: 30 days, 8:26:46 batch_cost: 0.7987 data_cost: 0.0317 ips: 10.0158 images/s
[08/16 15:53:16] ppdet.engine INFO: Epoch: [3] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.777672 loss_bbox: 0.148527 loss_giou: 0.595037 loss_class_aux: 2.418593 loss_bbox_aux: 0.492733 loss_giou_aux: 1.924475 loss_class_dn: 0.397009 loss_bbox_dn: 0.154687 loss_giou_dn: 0.514762 loss_class_aux_dn: 0.866703 loss_bbox_aux_dn: 0.390256 loss_giou_aux_dn: 1.198467 loss: 10.137331 eta: 30 days, 8:25:52 batch_cost: 0.7109 data_cost: 0.0405 ips: 11.2529 images/s
[08/16 15:55:30] ppdet.engine INFO: Epoch: [3] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.761760 loss_bbox: 0.146091 loss_giou: 0.593328 loss_class_aux: 2.379676 loss_bbox_aux: 0.485145 loss_giou_aux: 1.908232 loss_class_dn: 0.384960 loss_bbox_dn: 0.160452 loss_giou_dn: 0.505021 loss_class_aux_dn: 0.854125 loss_bbox_aux_dn: 0.390751 loss_giou_aux_dn: 1.173355 loss: 9.964149 eta: 30 days, 8:07:03 batch_cost: 0.6274 data_cost: 0.0008 ips: 12.7516 images/s
[08/16 15:57:46] ppdet.engine INFO: Epoch: [3] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.808640 loss_bbox: 0.158610 loss_giou: 0.652177 loss_class_aux: 2.513369 loss_bbox_aux: 0.531894 loss_giou_aux: 2.078432 loss_class_dn: 0.408587 loss_bbox_dn: 0.173409 loss_giou_dn: 0.544929 loss_class_aux_dn: 0.910286 loss_bbox_aux_dn: 0.436635 loss_giou_aux_dn: 1.284602 loss: 10.594861 eta: 30 days, 7:50:57 batch_cost: 0.6396 data_cost: 0.0478 ips: 12.5075 images/s
[08/16 15:59:55] ppdet.engine INFO: Epoch: [3] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.751965 loss_bbox: 0.147378 loss_giou: 0.587422 loss_class_aux: 2.367376 loss_bbox_aux: 0.500214 loss_giou_aux: 1.844740 loss_class_dn: 0.370650 loss_bbox_dn: 0.171733 loss_giou_dn: 0.492057 loss_class_aux_dn: 0.829692 loss_bbox_aux_dn: 0.419519 loss_giou_aux_dn: 1.136390 loss: 9.898468 eta: 30 days, 7:28:44 batch_cost: 0.6105 data_cost: 0.0251 ips: 13.1043 images/s
[08/16 16:02:20] ppdet.engine INFO: Epoch: [3] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.758017 loss_bbox: 0.154215 loss_giou: 0.556221 loss_class_aux: 2.327029 loss_bbox_aux: 0.523601 loss_giou_aux: 1.768458 loss_class_dn: 0.376279 loss_bbox_dn: 0.169026 loss_giou_dn: 0.488112 loss_class_aux_dn: 0.829709 loss_bbox_aux_dn: 0.415612 loss_giou_aux_dn: 1.132296 loss: 9.666000 eta: 30 days, 7:22:22 batch_cost: 0.6844 data_cost: 0.0374 ips: 11.6891 images/s
[08/16 16:04:57] ppdet.engine INFO: Epoch: [3] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.768667 loss_bbox: 0.154364 loss_giou: 0.644323 loss_class_aux: 2.421738 loss_bbox_aux: 0.520988 loss_giou_aux: 2.051577 loss_class_dn: 0.407557 loss_bbox_dn: 0.152331 loss_giou_dn: 0.526903 loss_class_aux_dn: 0.902555 loss_bbox_aux_dn: 0.391971 loss_giou_aux_dn: 1.223898 loss: 10.325964 eta: 30 days, 7:29:26 batch_cost: 0.7477 data_cost: 0.1013 ips: 10.6989 images/s
[08/16 16:07:19] ppdet.engine INFO: Epoch: [3] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.789762 loss_bbox: 0.148223 loss_giou: 0.581671 loss_class_aux: 2.442392 loss_bbox_aux: 0.505838 loss_giou_aux: 1.872826 loss_class_dn: 0.395951 loss_bbox_dn: 0.162783 loss_giou_dn: 0.517204 loss_class_aux_dn: 0.874117 loss_bbox_aux_dn: 0.403456 loss_giou_aux_dn: 1.184186 loss: 10.132140 eta: 30 days, 7:19:32 batch_cost: 0.6677 data_cost: 0.0052 ips: 11.9814 images/s
[08/16 16:09:46] ppdet.engine INFO: Epoch: [3] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.781452 loss_bbox: 0.158414 loss_giou: 0.617836 loss_class_aux: 2.445702 loss_bbox_aux: 0.518972 loss_giou_aux: 1.972054 loss_class_dn: 0.402779 loss_bbox_dn: 0.166819 loss_giou_dn: 0.528517 loss_class_aux_dn: 0.879907 loss_bbox_aux_dn: 0.416085 loss_giou_aux_dn: 1.206634 loss: 10.137813 eta: 30 days, 7:15:37 batch_cost: 0.6958 data_cost: 0.0541 ips: 11.4970 images/s
[08/16 16:11:57] ppdet.engine INFO: Epoch: [3] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.775031 loss_bbox: 0.156318 loss_giou: 0.625163 loss_class_aux: 2.432714 loss_bbox_aux: 0.517347 loss_giou_aux: 2.012409 loss_class_dn: 0.400683 loss_bbox_dn: 0.162018 loss_giou_dn: 0.529384 loss_class_aux_dn: 0.888626 loss_bbox_aux_dn: 0.406087 loss_giou_aux_dn: 1.215982 loss: 10.244832 eta: 30 days, 6:56:00 batch_cost: 0.6208 data_cost: 0.0092 ips: 12.8861 images/s
[08/16 16:14:36] ppdet.engine INFO: Epoch: [3] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.747993 loss_bbox: 0.149579 loss_giou: 0.583674 loss_class_aux: 2.358721 loss_bbox_aux: 0.501202 loss_giou_aux: 1.844884 loss_class_dn: 0.370054 loss_bbox_dn: 0.162784 loss_giou_dn: 0.479560 loss_class_aux_dn: 0.826402 loss_bbox_aux_dn: 0.399434 loss_giou_aux_dn: 1.103492 loss: 9.645753 eta: 30 days, 7:04:03 batch_cost: 0.7528 data_cost: 0.0569 ips: 10.6265 images/s
[08/16 16:17:00] ppdet.engine INFO: Epoch: [3] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.769848 loss_bbox: 0.140782 loss_giou: 0.591508 loss_class_aux: 2.392692 loss_bbox_aux: 0.479433 loss_giou_aux: 1.923652 loss_class_dn: 0.391317 loss_bbox_dn: 0.153810 loss_giou_dn: 0.496771 loss_class_aux_dn: 0.871574 loss_bbox_aux_dn: 0.386033 loss_giou_aux_dn: 1.164697 loss: 9.899373 eta: 30 days, 6:57:26 batch_cost: 0.6826 data_cost: 0.0008 ips: 11.7197 images/s
[08/16 16:19:40] ppdet.engine INFO: Epoch: [3] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.793813 loss_bbox: 0.151558 loss_giou: 0.640755 loss_class_aux: 2.475682 loss_bbox_aux: 0.517769 loss_giou_aux: 2.087381 loss_class_dn: 0.414773 loss_bbox_dn: 0.164942 loss_giou_dn: 0.551520 loss_class_aux_dn: 0.906575 loss_bbox_aux_dn: 0.415422 loss_giou_aux_dn: 1.273879 loss: 10.376419 eta: 30 days, 7:06:41 batch_cost: 0.7590 data_cost: 0.1060 ips: 10.5396 images/s
[08/16 16:22:01] ppdet.engine INFO: Epoch: [3] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.795779 loss_bbox: 0.147582 loss_giou: 0.589583 loss_class_aux: 2.481667 loss_bbox_aux: 0.498010 loss_giou_aux: 1.898093 loss_class_dn: 0.394681 loss_bbox_dn: 0.169518 loss_giou_dn: 0.510061 loss_class_aux_dn: 0.875351 loss_bbox_aux_dn: 0.414564 loss_giou_aux_dn: 1.183154 loss: 10.245233 eta: 30 days, 6:57:25 batch_cost: 0.6698 data_cost: 0.0259 ips: 11.9434 images/s
[08/16 16:24:20] ppdet.engine INFO: Epoch: [3] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.764369 loss_bbox: 0.150172 loss_giou: 0.607978 loss_class_aux: 2.391795 loss_bbox_aux: 0.494307 loss_giou_aux: 1.934572 loss_class_dn: 0.388587 loss_bbox_dn: 0.168110 loss_giou_dn: 0.516953 loss_class_aux_dn: 0.855049 loss_bbox_aux_dn: 0.407737 loss_giou_aux_dn: 1.195776 loss: 9.747174 eta: 30 days, 6:45:34 batch_cost: 0.6571 data_cost: 0.0026 ips: 12.1753 images/s
[08/16 16:26:40] ppdet.engine INFO: Epoch: [3] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.770763 loss_bbox: 0.153708 loss_giou: 0.614016 loss_class_aux: 2.420678 loss_bbox_aux: 0.514978 loss_giou_aux: 1.986593 loss_class_dn: 0.397860 loss_bbox_dn: 0.162345 loss_giou_dn: 0.522288 loss_class_aux_dn: 0.877259 loss_bbox_aux_dn: 0.399022 loss_giou_aux_dn: 1.219320 loss: 10.199728 eta: 30 days, 6:34:18 batch_cost: 0.6596 data_cost: 0.0611 ips: 12.1293 images/s
[08/16 16:29:08] ppdet.engine INFO: Epoch: [3] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.775487 loss_bbox: 0.146795 loss_giou: 0.603403 loss_class_aux: 2.407847 loss_bbox_aux: 0.484918 loss_giou_aux: 1.952747 loss_class_dn: 0.408771 loss_bbox_dn: 0.160822 loss_giou_dn: 0.522054 loss_class_aux_dn: 0.889134 loss_bbox_aux_dn: 0.397574 loss_giou_aux_dn: 1.206734 loss: 10.283306 eta: 30 days, 6:31:28 batch_cost: 0.7005 data_cost: 0.0666 ips: 11.4211 images/s
[08/16 16:31:38] ppdet.engine INFO: Epoch: [3] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.828986 loss_bbox: 0.156843 loss_giou: 0.652974 loss_class_aux: 2.556380 loss_bbox_aux: 0.525622 loss_giou_aux: 2.092071 loss_class_dn: 0.411745 loss_bbox_dn: 0.173784 loss_giou_dn: 0.559775 loss_class_aux_dn: 0.916746 loss_bbox_aux_dn: 0.430408 loss_giou_aux_dn: 1.285035 loss: 10.651383 eta: 30 days, 6:30:44 batch_cost: 0.7108 data_cost: 0.1066 ips: 11.2556 images/s
[08/16 16:34:12] ppdet.engine INFO: Epoch: [3] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.775591 loss_bbox: 0.145969 loss_giou: 0.575328 loss_class_aux: 2.430006 loss_bbox_aux: 0.481896 loss_giou_aux: 1.837915 loss_class_dn: 0.373676 loss_bbox_dn: 0.164006 loss_giou_dn: 0.493088 loss_class_aux_dn: 0.836790 loss_bbox_aux_dn: 0.405193 loss_giou_aux_dn: 1.132472 loss: 9.614842 eta: 30 days, 6:34:52 batch_cost: 0.7348 data_cost: 0.0461 ips: 10.8873 images/s
[08/16 16:36:50] ppdet.engine INFO: Epoch: [3] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.808470 loss_bbox: 0.152428 loss_giou: 0.651120 loss_class_aux: 2.504128 loss_bbox_aux: 0.512912 loss_giou_aux: 2.067330 loss_class_dn: 0.409277 loss_bbox_dn: 0.156278 loss_giou_dn: 0.534569 loss_class_aux_dn: 0.905000 loss_bbox_aux_dn: 0.399279 loss_giou_aux_dn: 1.244313 loss: 10.522336 eta: 30 days, 6:41:56 batch_cost: 0.7495 data_cost: 0.0346 ips: 10.6738 images/s
[08/16 16:39:43] ppdet.engine INFO: Epoch: [3] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.780280 loss_bbox: 0.146506 loss_giou: 0.614610 loss_class_aux: 2.446010 loss_bbox_aux: 0.498777 loss_giou_aux: 1.951921 loss_class_dn: 0.396286 loss_bbox_dn: 0.159643 loss_giou_dn: 0.511036 loss_class_aux_dn: 0.875340 loss_bbox_aux_dn: 0.400387 loss_giou_aux_dn: 1.171484 loss: 9.931788 eta: 30 days, 7:04:24 batch_cost: 0.8261 data_cost: 0.0133 ips: 9.6846 images/s
[08/16 16:42:18] ppdet.engine INFO: Epoch: [3] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.793528 loss_bbox: 0.143239 loss_giou: 0.603708 loss_class_aux: 2.491912 loss_bbox_aux: 0.476419 loss_giou_aux: 1.941098 loss_class_dn: 0.401317 loss_bbox_dn: 0.157050 loss_giou_dn: 0.519657 loss_class_aux_dn: 0.891949 loss_bbox_aux_dn: 0.401750 loss_giou_aux_dn: 1.203925 loss: 10.160286 eta: 30 days, 7:08:55 batch_cost: 0.7377 data_cost: 0.1180 ips: 10.8452 images/s
[08/16 16:44:48] ppdet.engine INFO: Epoch: [3] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.770480 loss_bbox: 0.155134 loss_giou: 0.576480 loss_class_aux: 2.403128 loss_bbox_aux: 0.522071 loss_giou_aux: 1.878277 loss_class_dn: 0.389687 loss_bbox_dn: 0.165023 loss_giou_dn: 0.507743 loss_class_aux_dn: 0.871969 loss_bbox_aux_dn: 0.419204 loss_giou_aux_dn: 1.182392 loss: 10.011582 eta: 30 days, 7:08:38 batch_cost: 0.7140 data_cost: 0.0914 ips: 11.2050 images/s
[08/16 16:47:10] ppdet.engine INFO: Epoch: [3] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.779146 loss_bbox: 0.149163 loss_giou: 0.607408 loss_class_aux: 2.400703 loss_bbox_aux: 0.497301 loss_giou_aux: 1.946145 loss_class_dn: 0.396401 loss_bbox_dn: 0.157685 loss_giou_dn: 0.518252 loss_class_aux_dn: 0.862580 loss_bbox_aux_dn: 0.400040 loss_giou_aux_dn: 1.189857 loss: 10.234443 eta: 30 days, 6:59:50 batch_cost: 0.6714 data_cost: 0.0088 ips: 11.9148 images/s
[08/16 16:49:51] ppdet.engine INFO: Epoch: [3] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.793004 loss_bbox: 0.155274 loss_giou: 0.596540 loss_class_aux: 2.443354 loss_bbox_aux: 0.520742 loss_giou_aux: 1.924783 loss_class_dn: 0.392815 loss_bbox_dn: 0.162254 loss_giou_dn: 0.513687 loss_class_aux_dn: 0.868922 loss_bbox_aux_dn: 0.407638 loss_giou_aux_dn: 1.202706 loss: 10.066158 eta: 30 days, 7:09:58 batch_cost: 0.7662 data_cost: 0.1371 ips: 10.4407 images/s
[08/16 16:52:38] ppdet.engine INFO: Epoch: [3] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.780366 loss_bbox: 0.148311 loss_giou: 0.578539 loss_class_aux: 2.434466 loss_bbox_aux: 0.498396 loss_giou_aux: 1.885110 loss_class_dn: 0.397937 loss_bbox_dn: 0.162721 loss_giou_dn: 0.497962 loss_class_aux_dn: 0.884290 loss_bbox_aux_dn: 0.405875 loss_giou_aux_dn: 1.160482 loss: 10.172452 eta: 30 days, 7:25:51 batch_cost: 0.7957 data_cost: 0.1170 ips: 10.0546 images/s
[08/16 16:54:51] ppdet.engine INFO: Epoch: [3] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.767375 loss_bbox: 0.148981 loss_giou: 0.619578 loss_class_aux: 2.378630 loss_bbox_aux: 0.500475 loss_giou_aux: 1.969839 loss_class_dn: 0.398338 loss_bbox_dn: 0.155345 loss_giou_dn: 0.526545 loss_class_aux_dn: 0.874988 loss_bbox_aux_dn: 0.382667 loss_giou_aux_dn: 1.211429 loss: 10.071981 eta: 30 days, 7:08:53 batch_cost: 0.6302 data_cost: 0.0139 ips: 12.6942 images/s
[08/16 16:57:28] ppdet.engine INFO: Epoch: [3] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.826969 loss_bbox: 0.158129 loss_giou: 0.607667 loss_class_aux: 2.564231 loss_bbox_aux: 0.526921 loss_giou_aux: 2.020649 loss_class_dn: 0.415559 loss_bbox_dn: 0.170363 loss_giou_dn: 0.527538 loss_class_aux_dn: 0.916036 loss_bbox_aux_dn: 0.432849 loss_giou_aux_dn: 1.232466 loss: 10.569946 eta: 30 days, 7:14:40 batch_cost: 0.7451 data_cost: 0.0648 ips: 10.7368 images/s
[08/16 17:00:10] ppdet.engine INFO: Epoch: [3] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.786712 loss_bbox: 0.156847 loss_giou: 0.581504 loss_class_aux: 2.468317 loss_bbox_aux: 0.519267 loss_giou_aux: 1.856659 loss_class_dn: 0.394998 loss_bbox_dn: 0.172570 loss_giou_dn: 0.494584 loss_class_aux_dn: 0.869768 loss_bbox_aux_dn: 0.426691 loss_giou_aux_dn: 1.153195 loss: 9.870101 eta: 30 days, 7:25:27 batch_cost: 0.7708 data_cost: 0.0483 ips: 10.3791 images/s
[08/16 17:02:33] ppdet.engine INFO: Epoch: [3] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.773050 loss_bbox: 0.143416 loss_giou: 0.560190 loss_class_aux: 2.398691 loss_bbox_aux: 0.487266 loss_giou_aux: 1.789245 loss_class_dn: 0.381424 loss_bbox_dn: 0.160563 loss_giou_dn: 0.483021 loss_class_aux_dn: 0.841932 loss_bbox_aux_dn: 0.398354 loss_giou_aux_dn: 1.156927 loss: 9.993802 eta: 30 days, 7:17:56 batch_cost: 0.6778 data_cost: 0.0514 ips: 11.8029 images/s
[08/16 17:05:26] ppdet.engine INFO: Epoch: [3] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.770304 loss_bbox: 0.145673 loss_giou: 0.575021 loss_class_aux: 2.397945 loss_bbox_aux: 0.489688 loss_giou_aux: 1.851685 loss_class_dn: 0.393075 loss_bbox_dn: 0.155787 loss_giou_dn: 0.513368 loss_class_aux_dn: 0.873699 loss_bbox_aux_dn: 0.383111 loss_giou_aux_dn: 1.198264 loss: 10.201662 eta: 30 days, 7:38:48 batch_cost: 0.8229 data_cost: 0.0627 ips: 9.7217 images/s
[08/16 17:08:15] ppdet.engine INFO: Epoch: [3] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.764978 loss_bbox: 0.145959 loss_giou: 0.561448 loss_class_aux: 2.397282 loss_bbox_aux: 0.506561 loss_giou_aux: 1.803612 loss_class_dn: 0.390150 loss_bbox_dn: 0.157719 loss_giou_dn: 0.488884 loss_class_aux_dn: 0.867052 loss_bbox_aux_dn: 0.405969 loss_giou_aux_dn: 1.140000 loss: 9.738607 eta: 30 days, 7:56:23 batch_cost: 0.8069 data_cost: 0.0826 ips: 9.9150 images/s
[08/16 17:10:53] ppdet.engine INFO: Epoch: [3] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.770716 loss_bbox: 0.152227 loss_giou: 0.639650 loss_class_aux: 2.401426 loss_bbox_aux: 0.506386 loss_giou_aux: 2.045170 loss_class_dn: 0.395830 loss_bbox_dn: 0.161762 loss_giou_dn: 0.530195 loss_class_aux_dn: 0.872096 loss_bbox_aux_dn: 0.408460 loss_giou_aux_dn: 1.226892 loss: 9.998958 eta: 30 days, 8:02:24 batch_cost: 0.7479 data_cost: 0.0507 ips: 10.6966 images/s
[08/16 17:13:22] ppdet.engine INFO: Epoch: [3] [10000/54024] learning_rate: 0.000100 loss_class: 0.786171 loss_bbox: 0.152448 loss_giou: 0.564292 loss_class_aux: 2.435289 loss_bbox_aux: 0.516798 loss_giou_aux: 1.838370 loss_class_dn: 0.388166 loss_bbox_dn: 0.167160 loss_giou_dn: 0.492796 loss_class_aux_dn: 0.860557 loss_bbox_aux_dn: 0.416814 loss_giou_aux_dn: 1.140263 loss: 9.816991 eta: 30 days, 8:00:48 batch_cost: 0.7088 data_cost: 0.0595 ips: 11.2865 images/s
[08/16 17:16:02] ppdet.engine INFO: Epoch: [3] [10200/54024] learning_rate: 0.000100 loss_class: 0.785853 loss_bbox: 0.148801 loss_giou: 0.569578 loss_class_aux: 2.470460 loss_bbox_aux: 0.494621 loss_giou_aux: 1.819070 loss_class_dn: 0.391095 loss_bbox_dn: 0.167853 loss_giou_dn: 0.493001 loss_class_aux_dn: 0.858906 loss_bbox_aux_dn: 0.414858 loss_giou_aux_dn: 1.141487 loss: 9.941024 eta: 30 days, 8:09:11 batch_cost: 0.7606 data_cost: 0.0425 ips: 10.5179 images/s
[08/16 17:18:42] ppdet.engine INFO: Epoch: [3] [10400/54024] learning_rate: 0.000100 loss_class: 0.777386 loss_bbox: 0.147709 loss_giou: 0.567154 loss_class_aux: 2.399795 loss_bbox_aux: 0.491752 loss_giou_aux: 1.805945 loss_class_dn: 0.383295 loss_bbox_dn: 0.167398 loss_giou_dn: 0.497836 loss_class_aux_dn: 0.847837 loss_bbox_aux_dn: 0.419392 loss_giou_aux_dn: 1.158126 loss: 9.705738 eta: 30 days, 8:18:12 batch_cost: 0.7643 data_cost: 0.1529 ips: 10.4672 images/s
[08/16 17:21:12] ppdet.engine INFO: Epoch: [3] [10600/54024] learning_rate: 0.000100 loss_class: 0.764485 loss_bbox: 0.145610 loss_giou: 0.592355 loss_class_aux: 2.405509 loss_bbox_aux: 0.502845 loss_giou_aux: 1.893713 loss_class_dn: 0.389732 loss_bbox_dn: 0.154480 loss_giou_dn: 0.503235 loss_class_aux_dn: 0.874062 loss_bbox_aux_dn: 0.384969 loss_giou_aux_dn: 1.166700 loss: 9.898983 eta: 30 days, 8:16:44 batch_cost: 0.7100 data_cost: 0.0097 ips: 11.2683 images/s
[08/16 17:23:53] ppdet.engine INFO: Epoch: [3] [10800/54024] learning_rate: 0.000100 loss_class: 0.772275 loss_bbox: 0.148469 loss_giou: 0.585970 loss_class_aux: 2.409276 loss_bbox_aux: 0.491476 loss_giou_aux: 1.855549 loss_class_dn: 0.386018 loss_bbox_dn: 0.161443 loss_giou_dn: 0.496160 loss_class_aux_dn: 0.855162 loss_bbox_aux_dn: 0.406178 loss_giou_aux_dn: 1.149174 loss: 9.936574 eta: 30 days, 8:26:09 batch_cost: 0.7669 data_cost: 0.0972 ips: 10.4314 images/s
[08/16 17:26:44] ppdet.engine INFO: Epoch: [3] [11000/54024] learning_rate: 0.000100 loss_class: 0.769993 loss_bbox: 0.142824 loss_giou: 0.571345 loss_class_aux: 2.405569 loss_bbox_aux: 0.481778 loss_giou_aux: 1.846190 loss_class_dn: 0.394899 loss_bbox_dn: 0.155367 loss_giou_dn: 0.498039 loss_class_aux_dn: 0.867627 loss_bbox_aux_dn: 0.394761 loss_giou_aux_dn: 1.166578 loss: 9.906004 eta: 30 days, 8:44:53 batch_cost: 0.8162 data_cost: 0.0406 ips: 9.8019 images/s
[08/16 17:29:11] ppdet.engine INFO: Epoch: [3] [11200/54024] learning_rate: 0.000100 loss_class: 0.823301 loss_bbox: 0.146745 loss_giou: 0.629365 loss_class_aux: 2.577390 loss_bbox_aux: 0.498852 loss_giou_aux: 2.022763 loss_class_dn: 0.416203 loss_bbox_dn: 0.165896 loss_giou_dn: 0.545715 loss_class_aux_dn: 0.920860 loss_bbox_aux_dn: 0.418526 loss_giou_aux_dn: 1.274429 loss: 10.714102 eta: 30 days, 8:41:22 batch_cost: 0.6997 data_cost: 0.0459 ips: 11.4331 images/s
[08/16 17:32:06] ppdet.engine INFO: Epoch: [3] [11400/54024] learning_rate: 0.000100 loss_class: 0.759856 loss_bbox: 0.150022 loss_giou: 0.539296 loss_class_aux: 2.345870 loss_bbox_aux: 0.500226 loss_giou_aux: 1.719271 loss_class_dn: 0.384616 loss_bbox_dn: 0.165563 loss_giou_dn: 0.466227 loss_class_aux_dn: 0.849353 loss_bbox_aux_dn: 0.412172 loss_giou_aux_dn: 1.099284 loss: 9.593077 eta: 30 days, 9:03:12 batch_cost: 0.8337 data_cost: 0.0506 ips: 9.5962 images/s
[08/16 17:34:49] ppdet.engine INFO: Epoch: [3] [11600/54024] learning_rate: 0.000100 loss_class: 0.782356 loss_bbox: 0.144977 loss_giou: 0.587865 loss_class_aux: 2.460216 loss_bbox_aux: 0.492723 loss_giou_aux: 1.875807 loss_class_dn: 0.395274 loss_bbox_dn: 0.170601 loss_giou_dn: 0.516084 loss_class_aux_dn: 0.875593 loss_bbox_aux_dn: 0.416588 loss_giou_aux_dn: 1.195264 loss: 10.130549 eta: 30 days, 9:14:22 batch_cost: 0.7778 data_cost: 0.0419 ips: 10.2852 images/s
[08/16 17:37:22] ppdet.engine INFO: Epoch: [3] [11800/54024] learning_rate: 0.000100 loss_class: 0.792534 loss_bbox: 0.147761 loss_giou: 0.642589 loss_class_aux: 2.458153 loss_bbox_aux: 0.501576 loss_giou_aux: 2.064514 loss_class_dn: 0.408250 loss_bbox_dn: 0.155172 loss_giou_dn: 0.538655 loss_class_aux_dn: 0.901842 loss_bbox_aux_dn: 0.392269 loss_giou_aux_dn: 1.233757 loss: 10.409398 eta: 30 days, 9:15:51 batch_cost: 0.7269 data_cost: 0.0357 ips: 11.0054 images/s
[08/16 17:40:05] ppdet.engine INFO: Epoch: [3] [12000/54024] learning_rate: 0.000100 loss_class: 0.781964 loss_bbox: 0.154309 loss_giou: 0.648262 loss_class_aux: 2.425079 loss_bbox_aux: 0.500008 loss_giou_aux: 2.047525 loss_class_dn: 0.395936 loss_bbox_dn: 0.164821 loss_giou_dn: 0.531847 loss_class_aux_dn: 0.875821 loss_bbox_aux_dn: 0.420606 loss_giou_aux_dn: 1.224412 loss: 10.338738 eta: 30 days, 9:26:53 batch_cost: 0.7779 data_cost: 0.0900 ips: 10.2845 images/s
[08/16 17:42:59] ppdet.engine INFO: Epoch: [3] [12200/54024] learning_rate: 0.000100 loss_class: 0.800909 loss_bbox: 0.153850 loss_giou: 0.619702 loss_class_aux: 2.468173 loss_bbox_aux: 0.505523 loss_giou_aux: 1.979425 loss_class_dn: 0.408063 loss_bbox_dn: 0.165240 loss_giou_dn: 0.519796 loss_class_aux_dn: 0.902404 loss_bbox_aux_dn: 0.400299 loss_giou_aux_dn: 1.209133 loss: 10.296190 eta: 30 days, 9:47:49 batch_cost: 0.8313 data_cost: 0.0646 ips: 9.6239 images/s
[08/16 17:45:24] ppdet.engine INFO: Epoch: [3] [12400/54024] learning_rate: 0.000100 loss_class: 0.759683 loss_bbox: 0.147974 loss_giou: 0.579121 loss_class_aux: 2.378821 loss_bbox_aux: 0.489118 loss_giou_aux: 1.838305 loss_class_dn: 0.385643 loss_bbox_dn: 0.159583 loss_giou_dn: 0.490453 loss_class_aux_dn: 0.845999 loss_bbox_aux_dn: 0.396018 loss_giou_aux_dn: 1.133825 loss: 9.735498 eta: 30 days, 9:41:55 batch_cost: 0.6882 data_cost: 0.0238 ips: 11.6253 images/s
[08/16 17:47:52] ppdet.engine INFO: Epoch: [3] [12600/54024] learning_rate: 0.000100 loss_class: 0.774899 loss_bbox: 0.156757 loss_giou: 0.578577 loss_class_aux: 2.406789 loss_bbox_aux: 0.524586 loss_giou_aux: 1.834482 loss_class_dn: 0.391356 loss_bbox_dn: 0.175278 loss_giou_dn: 0.491642 loss_class_aux_dn: 0.857782 loss_bbox_aux_dn: 0.432774 loss_giou_aux_dn: 1.163054 loss: 10.006464 eta: 30 days, 9:37:55 batch_cost: 0.6982 data_cost: 0.0726 ips: 11.4581 images/s
[08/16 17:50:31] ppdet.engine INFO: Epoch: [3] [12800/54024] learning_rate: 0.000100 loss_class: 0.746020 loss_bbox: 0.146882 loss_giou: 0.574950 loss_class_aux: 2.339914 loss_bbox_aux: 0.491292 loss_giou_aux: 1.819157 loss_class_dn: 0.388120 loss_bbox_dn: 0.164364 loss_giou_dn: 0.491089 loss_class_aux_dn: 0.865004 loss_bbox_aux_dn: 0.406731 loss_giou_aux_dn: 1.140919 loss: 9.874937 eta: 30 days, 9:44:34 batch_cost: 0.7557 data_cost: 0.0883 ips: 10.5864 images/s
[08/16 17:52:46] ppdet.engine INFO: Epoch: [3] [13000/54024] learning_rate: 0.000100 loss_class: 0.762042 loss_bbox: 0.146903 loss_giou: 0.572757 loss_class_aux: 2.403914 loss_bbox_aux: 0.496308 loss_giou_aux: 1.857696 loss_class_dn: 0.383285 loss_bbox_dn: 0.165810 loss_giou_dn: 0.499138 loss_class_aux_dn: 0.846003 loss_bbox_aux_dn: 0.410075 loss_giou_aux_dn: 1.148294 loss: 9.967207 eta: 30 days, 9:29:30 batch_cost: 0.6384 data_cost: 0.0527 ips: 12.5323 images/s
[08/16 17:55:09] ppdet.engine INFO: Epoch: [3] [13200/54024] learning_rate: 0.000100 loss_class: 0.779618 loss_bbox: 0.154082 loss_giou: 0.622150 loss_class_aux: 2.434323 loss_bbox_aux: 0.519914 loss_giou_aux: 2.002572 loss_class_dn: 0.400175 loss_bbox_dn: 0.165861 loss_giou_dn: 0.524173 loss_class_aux_dn: 0.882473 loss_bbox_aux_dn: 0.400859 loss_giou_aux_dn: 1.206998 loss: 10.049218 eta: 30 days, 9:21:20 batch_cost: 0.6754 data_cost: 0.0406 ips: 11.8441 images/s
[08/16 17:57:55] ppdet.engine INFO: Epoch: [3] [13400/54024] learning_rate: 0.000100 loss_class: 0.764726 loss_bbox: 0.147667 loss_giou: 0.572262 loss_class_aux: 2.365452 loss_bbox_aux: 0.494570 loss_giou_aux: 1.831587 loss_class_dn: 0.382503 loss_bbox_dn: 0.166788 loss_giou_dn: 0.488345 loss_class_aux_dn: 0.850113 loss_bbox_aux_dn: 0.414187 loss_giou_aux_dn: 1.137780 loss: 9.803374 eta: 30 days, 9:34:22 batch_cost: 0.7907 data_cost: 0.0994 ips: 10.1178 images/s
[08/16 18:00:46] ppdet.engine INFO: Epoch: [3] [13600/54024] learning_rate: 0.000100 loss_class: 0.765771 loss_bbox: 0.144153 loss_giou: 0.584989 loss_class_aux: 2.363724 loss_bbox_aux: 0.490562 loss_giou_aux: 1.879930 loss_class_dn: 0.386592 loss_bbox_dn: 0.153315 loss_giou_dn: 0.504676 loss_class_aux_dn: 0.856191 loss_bbox_aux_dn: 0.389972 loss_giou_aux_dn: 1.169775 loss: 10.021687 eta: 30 days, 9:51:10 batch_cost: 0.8118 data_cost: 0.0955 ips: 9.8550 images/s
[08/16 18:03:28] ppdet.engine INFO: Epoch: [3] [13800/54024] learning_rate: 0.000100 loss_class: 0.796490 loss_bbox: 0.147513 loss_giou: 0.581657 loss_class_aux: 2.480384 loss_bbox_aux: 0.489188 loss_giou_aux: 1.852684 loss_class_dn: 0.392700 loss_bbox_dn: 0.163265 loss_giou_dn: 0.511460 loss_class_aux_dn: 0.879096 loss_bbox_aux_dn: 0.405019 loss_giou_aux_dn: 1.177417 loss: 10.091272 eta: 30 days, 10:00:36 batch_cost: 0.7721 data_cost: 0.0119 ips: 10.3618 images/s
[08/16 18:05:46] ppdet.engine INFO: Epoch: [3] [14000/54024] learning_rate: 0.000100 loss_class: 0.779782 loss_bbox: 0.145218 loss_giou: 0.605086 loss_class_aux: 2.406525 loss_bbox_aux: 0.489641 loss_giou_aux: 1.953358 loss_class_dn: 0.401868 loss_bbox_dn: 0.159627 loss_giou_dn: 0.525828 loss_class_aux_dn: 0.889467 loss_bbox_aux_dn: 0.407639 loss_giou_aux_dn: 1.218152 loss: 10.122079 eta: 30 days, 9:47:27 batch_cost: 0.6483 data_cost: 0.0768 ips: 12.3406 images/s
[08/16 18:08:41] ppdet.engine INFO: Epoch: [3] [14200/54024] learning_rate: 0.000100 loss_class: 0.752742 loss_bbox: 0.146394 loss_giou: 0.562649 loss_class_aux: 2.333610 loss_bbox_aux: 0.489135 loss_giou_aux: 1.839037 loss_class_dn: 0.374052 loss_bbox_dn: 0.159362 loss_giou_dn: 0.487652 loss_class_aux_dn: 0.839313 loss_bbox_aux_dn: 0.397364 loss_giou_aux_dn: 1.135257 loss: 9.832700 eta: 30 days, 10:08:24 batch_cost: 0.8359 data_cost: 0.1273 ips: 9.5702 images/s
[08/16 18:11:09] ppdet.engine INFO: Epoch: [3] [14400/54024] learning_rate: 0.000100 loss_class: 0.766871 loss_bbox: 0.143310 loss_giou: 0.554562 loss_class_aux: 2.394886 loss_bbox_aux: 0.481078 loss_giou_aux: 1.764779 loss_class_dn: 0.381631 loss_bbox_dn: 0.153047 loss_giou_dn: 0.478244 loss_class_aux_dn: 0.847410 loss_bbox_aux_dn: 0.387472 loss_giou_aux_dn: 1.135018 loss: 9.676138 eta: 30 days, 10:04:29 batch_cost: 0.6992 data_cost: 0.0290 ips: 11.4413 images/s
[08/16 18:13:54] ppdet.engine INFO: Epoch: [3] [14600/54024] learning_rate: 0.000100 loss_class: 0.759951 loss_bbox: 0.147023 loss_giou: 0.596907 loss_class_aux: 2.373960 loss_bbox_aux: 0.485316 loss_giou_aux: 1.874327 loss_class_dn: 0.383696 loss_bbox_dn: 0.150921 loss_giou_dn: 0.495823 loss_class_aux_dn: 0.846238 loss_bbox_aux_dn: 0.388618 loss_giou_aux_dn: 1.137486 loss: 9.672561 eta: 30 days, 10:16:09 batch_cost: 0.7856 data_cost: 0.0905 ips: 10.1832 images/s
[08/16 18:16:17] ppdet.engine INFO: Epoch: [3] [14800/54024] learning_rate: 0.000100 loss_class: 0.776007 loss_bbox: 0.153964 loss_giou: 0.593535 loss_class_aux: 2.421441 loss_bbox_aux: 0.500527 loss_giou_aux: 1.923229 loss_class_dn: 0.396321 loss_bbox_dn: 0.166143 loss_giou_dn: 0.508202 loss_class_aux_dn: 0.884266 loss_bbox_aux_dn: 0.414182 loss_giou_aux_dn: 1.183792 loss: 10.182813 eta: 30 days, 10:08:19 batch_cost: 0.6776 data_cost: 0.0117 ips: 11.8064 images/s
[08/16 18:18:36] ppdet.engine INFO: Epoch: [3] [15000/54024] learning_rate: 0.000100 loss_class: 0.774400 loss_bbox: 0.144377 loss_giou: 0.595254 loss_class_aux: 2.448810 loss_bbox_aux: 0.490217 loss_giou_aux: 1.924902 loss_class_dn: 0.393033 loss_bbox_dn: 0.163033 loss_giou_dn: 0.512632 loss_class_aux_dn: 0.866437 loss_bbox_aux_dn: 0.402563 loss_giou_aux_dn: 1.196883 loss: 9.882116 eta: 30 days, 9:56:20 batch_cost: 0.6543 data_cost: 0.0239 ips: 12.2267 images/s
[08/16 18:20:59] ppdet.engine INFO: Epoch: [3] [15200/54024] learning_rate: 0.000100 loss_class: 0.779589 loss_bbox: 0.152934 loss_giou: 0.624275 loss_class_aux: 2.456069 loss_bbox_aux: 0.513919 loss_giou_aux: 1.987988 loss_class_dn: 0.395259 loss_bbox_dn: 0.166779 loss_giou_dn: 0.521597 loss_class_aux_dn: 0.870623 loss_bbox_aux_dn: 0.421177 loss_giou_aux_dn: 1.232223 loss: 10.130406 eta: 30 days, 9:47:47 batch_cost: 0.6731 data_cost: 0.0221 ips: 11.8855 images/s
[08/16 18:24:01] ppdet.engine INFO: Epoch: [3] [15400/54024] learning_rate: 0.000100 loss_class: 0.805858 loss_bbox: 0.150266 loss_giou: 0.600146 loss_class_aux: 2.526403 loss_bbox_aux: 0.504392 loss_giou_aux: 1.918901 loss_class_dn: 0.401551 loss_bbox_dn: 0.165795 loss_giou_dn: 0.516126 loss_class_aux_dn: 0.893585 loss_bbox_aux_dn: 0.409061 loss_giou_aux_dn: 1.185981 loss: 10.347732 eta: 30 days, 10:15:07 batch_cost: 0.8743 data_cost: 0.1338 ips: 9.1501 images/s
[08/16 18:26:26] ppdet.engine INFO: Epoch: [3] [15600/54024] learning_rate: 0.000100 loss_class: 0.753860 loss_bbox: 0.147996 loss_giou: 0.624725 loss_class_aux: 2.351828 loss_bbox_aux: 0.500051 loss_giou_aux: 2.031566 loss_class_dn: 0.391320 loss_bbox_dn: 0.165418 loss_giou_dn: 0.523059 loss_class_aux_dn: 0.862315 loss_bbox_aux_dn: 0.408959 loss_giou_aux_dn: 1.202082 loss: 10.061696 eta: 30 days, 10:08:28 batch_cost: 0.6840 data_cost: 0.0718 ips: 11.6960 images/s
[08/16 18:29:18] ppdet.engine INFO: Epoch: [3] [15800/54024] learning_rate: 0.000100 loss_class: 0.773575 loss_bbox: 0.146412 loss_giou: 0.545901 loss_class_aux: 2.406271 loss_bbox_aux: 0.493387 loss_giou_aux: 1.744739 loss_class_dn: 0.386597 loss_bbox_dn: 0.159523 loss_giou_dn: 0.473415 loss_class_aux_dn: 0.851246 loss_bbox_aux_dn: 0.391411 loss_giou_aux_dn: 1.125779 loss: 9.776540 eta: 30 days, 10:25:51 batch_cost: 0.8195 data_cost: 0.0398 ips: 9.7616 images/s
[08/16 18:31:47] ppdet.engine INFO: Epoch: [3] [16000/54024] learning_rate: 0.000100 loss_class: 0.790027 loss_bbox: 0.145281 loss_giou: 0.565851 loss_class_aux: 2.479409 loss_bbox_aux: 0.489305 loss_giou_aux: 1.808839 loss_class_dn: 0.391429 loss_bbox_dn: 0.154835 loss_giou_dn: 0.499624 loss_class_aux_dn: 0.866871 loss_bbox_aux_dn: 0.402278 loss_giou_aux_dn: 1.152481 loss: 9.879582 eta: 30 days, 10:23:37 batch_cost: 0.7092 data_cost: 0.0137 ips: 11.2803 images/s
[08/16 18:34:03] ppdet.engine INFO: Epoch: [3] [16200/54024] learning_rate: 0.000100 loss_class: 0.803986 loss_bbox: 0.157516 loss_giou: 0.607724 loss_class_aux: 2.502549 loss_bbox_aux: 0.512165 loss_giou_aux: 1.920519 loss_class_dn: 0.401076 loss_bbox_dn: 0.164354 loss_giou_dn: 0.515400 loss_class_aux_dn: 0.900815 loss_bbox_aux_dn: 0.417584 loss_giou_aux_dn: 1.197780 loss: 10.116353 eta: 30 days, 10:09:04 batch_cost: 0.6392 data_cost: 0.0817 ips: 12.5163 images/s
[08/16 18:36:24] ppdet.engine INFO: Epoch: [3] [16400/54024] learning_rate: 0.000100 loss_class: 0.804686 loss_bbox: 0.151454 loss_giou: 0.634162 loss_class_aux: 2.498254 loss_bbox_aux: 0.505530 loss_giou_aux: 2.023745 loss_class_dn: 0.414004 loss_bbox_dn: 0.157234 loss_giou_dn: 0.531727 loss_class_aux_dn: 0.907945 loss_bbox_aux_dn: 0.397550 loss_giou_aux_dn: 1.241547 loss: 10.434878 eta: 30 days, 9:59:47 batch_cost: 0.6688 data_cost: 0.0189 ips: 11.9613 images/s
[08/16 18:38:48] ppdet.engine INFO: Epoch: [3] [16600/54024] learning_rate: 0.000100 loss_class: 0.754619 loss_bbox: 0.145616 loss_giou: 0.576886 loss_class_aux: 2.353063 loss_bbox_aux: 0.485725 loss_giou_aux: 1.844949 loss_class_dn: 0.385626 loss_bbox_dn: 0.173437 loss_giou_dn: 0.508382 loss_class_aux_dn: 0.856325 loss_bbox_aux_dn: 0.426475 loss_giou_aux_dn: 1.176865 loss: 9.898561 eta: 30 days, 9:52:03 batch_cost: 0.6775 data_cost: 0.0247 ips: 11.8086 images/s
[08/16 18:41:19] ppdet.engine INFO: Epoch: [3] [16800/54024] learning_rate: 0.000100 loss_class: 0.779197 loss_bbox: 0.148581 loss_giou: 0.582268 loss_class_aux: 2.427010 loss_bbox_aux: 0.484917 loss_giou_aux: 1.843373 loss_class_dn: 0.389929 loss_bbox_dn: 0.157710 loss_giou_dn: 0.494784 loss_class_aux_dn: 0.851554 loss_bbox_aux_dn: 0.392027 loss_giou_aux_dn: 1.158630 loss: 9.992107 eta: 30 days, 9:51:35 batch_cost: 0.7189 data_cost: 0.0727 ips: 11.1285 images/s
[08/16 18:43:44] ppdet.engine INFO: Epoch: [3] [17000/54024] learning_rate: 0.000100 loss_class: 0.786474 loss_bbox: 0.146639 loss_giou: 0.617501 loss_class_aux: 2.423562 loss_bbox_aux: 0.483368 loss_giou_aux: 1.946689 loss_class_dn: 0.400636 loss_bbox_dn: 0.150299 loss_giou_dn: 0.526740 loss_class_aux_dn: 0.891159 loss_bbox_aux_dn: 0.374342 loss_giou_aux_dn: 1.215046 loss: 10.208236 eta: 30 days, 9:46:07 batch_cost: 0.6902 data_cost: 0.0330 ips: 11.5914 images/s
[08/16 18:46:13] ppdet.engine INFO: Epoch: [3] [17200/54024] learning_rate: 0.000100 loss_class: 0.763806 loss_bbox: 0.146395 loss_giou: 0.592446 loss_class_aux: 2.388080 loss_bbox_aux: 0.497465 loss_giou_aux: 1.910874 loss_class_dn: 0.391227 loss_bbox_dn: 0.155635 loss_giou_dn: 0.506117 loss_class_aux_dn: 0.858548 loss_bbox_aux_dn: 0.384214 loss_giou_aux_dn: 1.175105 loss: 9.794783 eta: 30 days, 9:43:09 batch_cost: 0.7045 data_cost: 0.0129 ips: 11.3552 images/s
[08/16 18:48:38] ppdet.engine INFO: Epoch: [3] [17400/54024] learning_rate: 0.000100 loss_class: 0.796272 loss_bbox: 0.145759 loss_giou: 0.625560 loss_class_aux: 2.498954 loss_bbox_aux: 0.479900 loss_giou_aux: 1.969899 loss_class_dn: 0.394621 loss_bbox_dn: 0.159040 loss_giou_dn: 0.521963 loss_class_aux_dn: 0.889124 loss_bbox_aux_dn: 0.394473 loss_giou_aux_dn: 1.221299 loss: 10.157701 eta: 30 days, 9:37:24 batch_cost: 0.6884 data_cost: 0.0592 ips: 11.6209 images/s
[08/16 18:51:06] ppdet.engine INFO: Epoch: [3] [17600/54024] learning_rate: 0.000100 loss_class: 0.782459 loss_bbox: 0.159312 loss_giou: 0.633061 loss_class_aux: 2.433593 loss_bbox_aux: 0.521384 loss_giou_aux: 2.030507 loss_class_dn: 0.400068 loss_bbox_dn: 0.168534 loss_giou_dn: 0.532392 loss_class_aux_dn: 0.888818 loss_bbox_aux_dn: 0.418161 loss_giou_aux_dn: 1.235094 loss: 10.505388 eta: 30 days, 9:33:46 batch_cost: 0.7006 data_cost: 0.0301 ips: 11.4185 images/s
[08/16 18:53:31] ppdet.engine INFO: Epoch: [3] [17800/54024] learning_rate: 0.000100 loss_class: 0.760943 loss_bbox: 0.143556 loss_giou: 0.563614 loss_class_aux: 2.396911 loss_bbox_aux: 0.482483 loss_giou_aux: 1.814087 loss_class_dn: 0.384360 loss_bbox_dn: 0.157315 loss_giou_dn: 0.488990 loss_class_aux_dn: 0.851225 loss_bbox_aux_dn: 0.401182 loss_giou_aux_dn: 1.130852 loss: 9.638349 eta: 30 days, 9:27:20 batch_cost: 0.6843 data_cost: 0.0637 ips: 11.6914 images/s
[08/16 18:55:55] ppdet.engine INFO: Epoch: [3] [18000/54024] learning_rate: 0.000100 loss_class: 0.765371 loss_bbox: 0.148340 loss_giou: 0.619250 loss_class_aux: 2.351269 loss_bbox_aux: 0.492800 loss_giou_aux: 1.968388 loss_class_dn: 0.391749 loss_bbox_dn: 0.157879 loss_giou_dn: 0.515450 loss_class_aux_dn: 0.867283 loss_bbox_aux_dn: 0.396613 loss_giou_aux_dn: 1.193283 loss: 9.878396 eta: 30 days, 9:20:42 batch_cost: 0.6830 data_cost: 0.0653 ips: 11.7133 images/s
[08/16 18:58:07] ppdet.engine INFO: Epoch: [3] [18200/54024] learning_rate: 0.000100 loss_class: 0.816197 loss_bbox: 0.160612 loss_giou: 0.641539 loss_class_aux: 2.526069 loss_bbox_aux: 0.532441 loss_giou_aux: 2.022180 loss_class_dn: 0.420227 loss_bbox_dn: 0.164389 loss_giou_dn: 0.544682 loss_class_aux_dn: 0.922743 loss_bbox_aux_dn: 0.415683 loss_giou_aux_dn: 1.262450 loss: 10.656554 eta: 30 days, 9:02:59 batch_cost: 0.6181 data_cost: 0.0569 ips: 12.9438 images/s
[08/16 19:00:36] ppdet.engine INFO: Epoch: [3] [18400/54024] learning_rate: 0.000100 loss_class: 0.775358 loss_bbox: 0.149570 loss_giou: 0.605763 loss_class_aux: 2.398566 loss_bbox_aux: 0.501375 loss_giou_aux: 1.941335 loss_class_dn: 0.389337 loss_bbox_dn: 0.160645 loss_giou_dn: 0.517401 loss_class_aux_dn: 0.862927 loss_bbox_aux_dn: 0.400022 loss_giou_aux_dn: 1.219086 loss: 10.118614 eta: 30 days, 9:00:58 batch_cost: 0.7095 data_cost: 0.0258 ips: 11.2754 images/s
[08/16 19:03:10] ppdet.engine INFO: Epoch: [3] [18600/54024] learning_rate: 0.000100 loss_class: 0.758524 loss_bbox: 0.148416 loss_giou: 0.605034 loss_class_aux: 2.364825 loss_bbox_aux: 0.494820 loss_giou_aux: 1.933274 loss_class_dn: 0.390821 loss_bbox_dn: 0.153607 loss_giou_dn: 0.517731 loss_class_aux_dn: 0.862513 loss_bbox_aux_dn: 0.388296 loss_giou_aux_dn: 1.196752 loss: 9.932909 eta: 30 days, 9:02:29 batch_cost: 0.7303 data_cost: 0.0497 ips: 10.9547 images/s
[08/16 19:05:33] ppdet.engine INFO: Epoch: [3] [18800/54024] learning_rate: 0.000100 loss_class: 0.787401 loss_bbox: 0.151721 loss_giou: 0.604810 loss_class_aux: 2.461295 loss_bbox_aux: 0.494054 loss_giou_aux: 1.935679 loss_class_dn: 0.406531 loss_bbox_dn: 0.162155 loss_giou_dn: 0.512915 loss_class_aux_dn: 0.885088 loss_bbox_aux_dn: 0.404752 loss_giou_aux_dn: 1.209096 loss: 9.965003 eta: 30 days, 8:54:55 batch_cost: 0.6770 data_cost: 0.0633 ips: 11.8167 images/s
[08/16 19:08:09] ppdet.engine INFO: Epoch: [3] [19000/54024] learning_rate: 0.000100 loss_class: 0.762525 loss_bbox: 0.146653 loss_giou: 0.581113 loss_class_aux: 2.374976 loss_bbox_aux: 0.491094 loss_giou_aux: 1.874223 loss_class_dn: 0.384346 loss_bbox_dn: 0.155147 loss_giou_dn: 0.515098 loss_class_aux_dn: 0.851363 loss_bbox_aux_dn: 0.385823 loss_giou_aux_dn: 1.177479 loss: 10.011273 eta: 30 days, 8:58:27 batch_cost: 0.7423 data_cost: 0.0435 ips: 10.7770 images/s
[08/16 19:11:04] ppdet.engine INFO: Epoch: [3] [19200/54024] learning_rate: 0.000100 loss_class: 0.755018 loss_bbox: 0.145216 loss_giou: 0.612956 loss_class_aux: 2.374348 loss_bbox_aux: 0.494667 loss_giou_aux: 1.965966 loss_class_dn: 0.384784 loss_bbox_dn: 0.154056 loss_giou_dn: 0.504046 loss_class_aux_dn: 0.850472 loss_bbox_aux_dn: 0.388583 loss_giou_aux_dn: 1.176564 loss: 9.896167 eta: 30 days, 9:17:31 batch_cost: 0.8345 data_cost: 0.1669 ips: 9.5861 images/s
[08/16 19:13:27] ppdet.engine INFO: Epoch: [3] [19400/54024] learning_rate: 0.000100 loss_class: 0.789874 loss_bbox: 0.152148 loss_giou: 0.601361 loss_class_aux: 2.453255 loss_bbox_aux: 0.515921 loss_giou_aux: 1.914060 loss_class_dn: 0.399297 loss_bbox_dn: 0.166985 loss_giou_dn: 0.509768 loss_class_aux_dn: 0.880678 loss_bbox_aux_dn: 0.429675 loss_giou_aux_dn: 1.199985 loss: 10.313657 eta: 30 days, 9:10:22 batch_cost: 0.6795 data_cost: 0.0719 ips: 11.7733 images/s
[08/16 19:16:04] ppdet.engine INFO: Epoch: [3] [19600/54024] learning_rate: 0.000100 loss_class: 0.803282 loss_bbox: 0.148283 loss_giou: 0.592360 loss_class_aux: 2.476162 loss_bbox_aux: 0.497738 loss_giou_aux: 1.934017 loss_class_dn: 0.403983 loss_bbox_dn: 0.170229 loss_giou_dn: 0.504352 loss_class_aux_dn: 0.905954 loss_bbox_aux_dn: 0.422550 loss_giou_aux_dn: 1.190001 loss: 10.274014 eta: 30 days, 9:13:59 batch_cost: 0.7434 data_cost: 0.0578 ips: 10.7607 images/s
[08/16 19:18:59] ppdet.engine INFO: Epoch: [3] [19800/54024] learning_rate: 0.000100 loss_class: 0.790255 loss_bbox: 0.149034 loss_giou: 0.580037 loss_class_aux: 2.470925 loss_bbox_aux: 0.497890 loss_giou_aux: 1.848194 loss_class_dn: 0.400186 loss_bbox_dn: 0.159753 loss_giou_dn: 0.489323 loss_class_aux_dn: 0.879657 loss_bbox_aux_dn: 0.397537 loss_giou_aux_dn: 1.161529 loss: 10.079147 eta: 30 days, 9:33:37 batch_cost: 0.8393 data_cost: 0.0524 ips: 9.5313 images/s
[08/16 19:21:26] ppdet.engine INFO: Epoch: [3] [20000/54024] learning_rate: 0.000100 loss_class: 0.790379 loss_bbox: 0.144872 loss_giou: 0.587026 loss_class_aux: 2.438399 loss_bbox_aux: 0.487455 loss_giou_aux: 1.889049 loss_class_dn: 0.401800 loss_bbox_dn: 0.157691 loss_giou_dn: 0.496830 loss_class_aux_dn: 0.891905 loss_bbox_aux_dn: 0.401615 loss_giou_aux_dn: 1.176068 loss: 10.017517 eta: 30 days, 9:28:38 batch_cost: 0.6926 data_cost: 0.1016 ips: 11.5505 images/s
[08/16 19:23:58] ppdet.engine INFO: Epoch: [3] [20200/54024] learning_rate: 0.000100 loss_class: 0.768955 loss_bbox: 0.142322 loss_giou: 0.567718 loss_class_aux: 2.411179 loss_bbox_aux: 0.471244 loss_giou_aux: 1.830550 loss_class_dn: 0.383720 loss_bbox_dn: 0.152176 loss_giou_dn: 0.484478 loss_class_aux_dn: 0.848261 loss_bbox_aux_dn: 0.391328 loss_giou_aux_dn: 1.133351 loss: 9.672419 eta: 30 days, 9:28:51 batch_cost: 0.7238 data_cost: 0.0667 ips: 11.0524 images/s
[08/16 19:26:36] ppdet.engine INFO: Epoch: [3] [20400/54024] learning_rate: 0.000100 loss_class: 0.776629 loss_bbox: 0.151652 loss_giou: 0.606354 loss_class_aux: 2.399559 loss_bbox_aux: 0.507640 loss_giou_aux: 1.962525 loss_class_dn: 0.390897 loss_bbox_dn: 0.160127 loss_giou_dn: 0.519904 loss_class_aux_dn: 0.858981 loss_bbox_aux_dn: 0.397856 loss_giou_aux_dn: 1.200678 loss: 9.993293 eta: 30 days, 9:33:36 batch_cost: 0.7512 data_cost: 0.0678 ips: 10.6499 images/s
[08/16 19:29:04] ppdet.engine INFO: Epoch: [3] [20600/54024] learning_rate: 0.000100 loss_class: 0.776228 loss_bbox: 0.145341 loss_giou: 0.608760 loss_class_aux: 2.400807 loss_bbox_aux: 0.490621 loss_giou_aux: 1.977883 loss_class_dn: 0.397693 loss_bbox_dn: 0.157938 loss_giou_dn: 0.505934 loss_class_aux_dn: 0.877399 loss_bbox_aux_dn: 0.389381 loss_giou_aux_dn: 1.185660 loss: 10.093323 eta: 30 days, 9:29:54 batch_cost: 0.7004 data_cost: 0.0091 ips: 11.4227 images/s
[08/16 19:31:30] ppdet.engine INFO: Epoch: [3] [20800/54024] learning_rate: 0.000100 loss_class: 0.775188 loss_bbox: 0.146177 loss_giou: 0.574299 loss_class_aux: 2.394817 loss_bbox_aux: 0.488746 loss_giou_aux: 1.825955 loss_class_dn: 0.383188 loss_bbox_dn: 0.165118 loss_giou_dn: 0.487535 loss_class_aux_dn: 0.837684 loss_bbox_aux_dn: 0.408416 loss_giou_aux_dn: 1.129226 loss: 9.725019 eta: 30 days, 9:25:08 batch_cost: 0.6939 data_cost: 0.0510 ips: 11.5295 images/s
[08/16 19:33:53] ppdet.engine INFO: Epoch: [3] [21000/54024] learning_rate: 0.000100 loss_class: 0.795937 loss_bbox: 0.151834 loss_giou: 0.596402 loss_class_aux: 2.465665 loss_bbox_aux: 0.510659 loss_giou_aux: 1.892011 loss_class_dn: 0.399391 loss_bbox_dn: 0.167816 loss_giou_dn: 0.516044 loss_class_aux_dn: 0.884825 loss_bbox_aux_dn: 0.419071 loss_giou_aux_dn: 1.205955 loss: 10.240443 eta: 30 days, 9:16:36 batch_cost: 0.6709 data_cost: 0.0287 ips: 11.9245 images/s
[08/16 19:36:17] ppdet.engine INFO: Epoch: [3] [21200/54024] learning_rate: 0.000100 loss_class: 0.770224 loss_bbox: 0.146601 loss_giou: 0.591769 loss_class_aux: 2.416376 loss_bbox_aux: 0.505522 loss_giou_aux: 1.921752 loss_class_dn: 0.383418 loss_bbox_dn: 0.164900 loss_giou_dn: 0.505453 loss_class_aux_dn: 0.863209 loss_bbox_aux_dn: 0.407805 loss_giou_aux_dn: 1.148157 loss: 9.929111 eta: 30 days, 9:10:26 batch_cost: 0.6851 data_cost: 0.0612 ips: 11.6773 images/s
[08/16 19:38:35] ppdet.engine INFO: Epoch: [3] [21400/54024] learning_rate: 0.000100 loss_class: 0.780886 loss_bbox: 0.153864 loss_giou: 0.599164 loss_class_aux: 2.446298 loss_bbox_aux: 0.505200 loss_giou_aux: 1.904306 loss_class_dn: 0.387192 loss_bbox_dn: 0.162487 loss_giou_dn: 0.505520 loss_class_aux_dn: 0.853533 loss_bbox_aux_dn: 0.415507 loss_giou_aux_dn: 1.174697 loss: 10.007548 eta: 30 days, 8:58:48 batch_cost: 0.6517 data_cost: 0.0110 ips: 12.2759 images/s
[08/16 19:41:33] ppdet.engine INFO: Epoch: [3] [21600/54024] learning_rate: 0.000100 loss_class: 0.760962 loss_bbox: 0.148008 loss_giou: 0.613471 loss_class_aux: 2.381082 loss_bbox_aux: 0.498112 loss_giou_aux: 1.961692 loss_class_dn: 0.389155 loss_bbox_dn: 0.155831 loss_giou_dn: 0.513759 loss_class_aux_dn: 0.859965 loss_bbox_aux_dn: 0.391787 loss_giou_aux_dn: 1.192949 loss: 10.123572 eta: 30 days, 9:20:19 batch_cost: 0.8542 data_cost: 0.0077 ips: 9.3654 images/s
[08/16 19:44:37] ppdet.engine INFO: Epoch: [3] [21800/54024] learning_rate: 0.000100 loss_class: 0.784956 loss_bbox: 0.154278 loss_giou: 0.629840 loss_class_aux: 2.466979 loss_bbox_aux: 0.512729 loss_giou_aux: 1.982306 loss_class_dn: 0.410004 loss_bbox_dn: 0.160600 loss_giou_dn: 0.536120 loss_class_aux_dn: 0.909649 loss_bbox_aux_dn: 0.396047 loss_giou_aux_dn: 1.233760 loss: 10.561199 eta: 30 days, 9:46:18 batch_cost: 0.8824 data_cost: 0.0196 ips: 9.0659 images/s
[08/16 19:47:12] ppdet.engine INFO: Epoch: [3] [22000/54024] learning_rate: 0.000100 loss_class: 0.763067 loss_bbox: 0.141973 loss_giou: 0.590008 loss_class_aux: 2.371419 loss_bbox_aux: 0.491028 loss_giou_aux: 1.902039 loss_class_dn: 0.384864 loss_bbox_dn: 0.158325 loss_giou_dn: 0.502344 loss_class_aux_dn: 0.852174 loss_bbox_aux_dn: 0.394189 loss_giou_aux_dn: 1.160233 loss: 9.575447 eta: 30 days, 9:48:01 batch_cost: 0.7341 data_cost: 0.0726 ips: 10.8982 images/s
[08/16 19:49:30] ppdet.engine INFO: Epoch: [3] [22200/54024] learning_rate: 0.000100 loss_class: 0.768580 loss_bbox: 0.148654 loss_giou: 0.616294 loss_class_aux: 2.398783 loss_bbox_aux: 0.503646 loss_giou_aux: 1.975938 loss_class_dn: 0.400244 loss_bbox_dn: 0.167276 loss_giou_dn: 0.517254 loss_class_aux_dn: 0.879293 loss_bbox_aux_dn: 0.429341 loss_giou_aux_dn: 1.199150 loss: 10.051595 eta: 30 days, 9:36:52 batch_cost: 0.6548 data_cost: 0.0173 ips: 12.2176 images/s
[08/16 19:52:06] ppdet.engine INFO: Epoch: [3] [22400/54024] learning_rate: 0.000100 loss_class: 0.754618 loss_bbox: 0.144089 loss_giou: 0.570249 loss_class_aux: 2.348040 loss_bbox_aux: 0.485927 loss_giou_aux: 1.803990 loss_class_dn: 0.372887 loss_bbox_dn: 0.157328 loss_giou_dn: 0.493112 loss_class_aux_dn: 0.837677 loss_bbox_aux_dn: 0.389497 loss_giou_aux_dn: 1.145807 loss: 9.510212 eta: 30 days, 9:39:51 batch_cost: 0.7419 data_cost: 0.0102 ips: 10.7829 images/s
[08/16 19:54:26] ppdet.engine INFO: Epoch: [3] [22600/54024] learning_rate: 0.000100 loss_class: 0.782083 loss_bbox: 0.151987 loss_giou: 0.608222 loss_class_aux: 2.446988 loss_bbox_aux: 0.507184 loss_giou_aux: 1.938456 loss_class_dn: 0.396422 loss_bbox_dn: 0.167935 loss_giou_dn: 0.523813 loss_class_aux_dn: 0.878633 loss_bbox_aux_dn: 0.423645 loss_giou_aux_dn: 1.230007 loss: 10.457128 eta: 30 days, 9:29:47 batch_cost: 0.6612 data_cost: 0.0094 ips: 12.0994 images/s
[08/16 19:56:58] ppdet.engine INFO: Epoch: [3] [22800/54024] learning_rate: 0.000100 loss_class: 0.790496 loss_bbox: 0.149306 loss_giou: 0.616154 loss_class_aux: 2.496569 loss_bbox_aux: 0.499714 loss_giou_aux: 1.996632 loss_class_dn: 0.404584 loss_bbox_dn: 0.157440 loss_giou_dn: 0.523087 loss_class_aux_dn: 0.889498 loss_bbox_aux_dn: 0.402550 loss_giou_aux_dn: 1.225440 loss: 10.288027 eta: 30 days, 9:29:12 batch_cost: 0.7198 data_cost: 0.0798 ips: 11.1139 images/s
[08/16 19:59:27] ppdet.engine INFO: Epoch: [3] [23000/54024] learning_rate: 0.000100 loss_class: 0.778119 loss_bbox: 0.143675 loss_giou: 0.609413 loss_class_aux: 2.426754 loss_bbox_aux: 0.484663 loss_giou_aux: 1.971088 loss_class_dn: 0.393248 loss_bbox_dn: 0.154867 loss_giou_dn: 0.512848 loss_class_aux_dn: 0.864623 loss_bbox_aux_dn: 0.388437 loss_giou_aux_dn: 1.204517 loss: 10.096864 eta: 30 days, 9:26:26 batch_cost: 0.7063 data_cost: 0.0280 ips: 11.3269 images/s
[08/16 20:01:45] ppdet.engine INFO: Epoch: [3] [23200/54024] learning_rate: 0.000100 loss_class: 0.792952 loss_bbox: 0.157462 loss_giou: 0.627380 loss_class_aux: 2.487019 loss_bbox_aux: 0.527992 loss_giou_aux: 2.012325 loss_class_dn: 0.400433 loss_bbox_dn: 0.169901 loss_giou_dn: 0.528876 loss_class_aux_dn: 0.894874 loss_bbox_aux_dn: 0.425032 loss_giou_aux_dn: 1.233492 loss: 10.245469 eta: 30 days, 9:15:22 batch_cost: 0.6545 data_cost: 0.0443 ips: 12.2240 images/s
[08/16 20:04:25] ppdet.engine INFO: Epoch: [3] [23400/54024] learning_rate: 0.000100 loss_class: 0.782059 loss_bbox: 0.152090 loss_giou: 0.618216 loss_class_aux: 2.441727 loss_bbox_aux: 0.508718 loss_giou_aux: 1.972326 loss_class_dn: 0.403387 loss_bbox_dn: 0.161855 loss_giou_dn: 0.509406 loss_class_aux_dn: 0.882654 loss_bbox_aux_dn: 0.417071 loss_giou_aux_dn: 1.193665 loss: 10.094395 eta: 30 days, 9:21:40 batch_cost: 0.7630 data_cost: 0.0179 ips: 10.4848 images/s
[08/16 20:06:49] ppdet.engine INFO: Epoch: [3] [23600/54024] learning_rate: 0.000100 loss_class: 0.756951 loss_bbox: 0.139169 loss_giou: 0.546822 loss_class_aux: 2.373491 loss_bbox_aux: 0.479495 loss_giou_aux: 1.738798 loss_class_dn: 0.384671 loss_bbox_dn: 0.150776 loss_giou_dn: 0.468838 loss_class_aux_dn: 0.837891 loss_bbox_aux_dn: 0.375121 loss_giou_aux_dn: 1.106407 loss: 9.742991 eta: 30 days, 9:14:48 batch_cost: 0.6805 data_cost: 0.0341 ips: 11.7552 images/s
[08/16 20:09:25] ppdet.engine INFO: Epoch: [3] [23800/54024] learning_rate: 0.000100 loss_class: 0.805194 loss_bbox: 0.153988 loss_giou: 0.594448 loss_class_aux: 2.471620 loss_bbox_aux: 0.520506 loss_giou_aux: 1.875553 loss_class_dn: 0.405035 loss_bbox_dn: 0.163522 loss_giou_dn: 0.503958 loss_class_aux_dn: 0.892647 loss_bbox_aux_dn: 0.414639 loss_giou_aux_dn: 1.174021 loss: 10.259714 eta: 30 days, 9:17:17 batch_cost: 0.7393 data_cost: 0.0280 ips: 10.8208 images/s
[08/16 20:11:46] ppdet.engine INFO: Epoch: [3] [24000/54024] learning_rate: 0.000100 loss_class: 0.776690 loss_bbox: 0.145636 loss_giou: 0.551789 loss_class_aux: 2.394956 loss_bbox_aux: 0.489774 loss_giou_aux: 1.786163 loss_class_dn: 0.379424 loss_bbox_dn: 0.159337 loss_giou_dn: 0.458358 loss_class_aux_dn: 0.852589 loss_bbox_aux_dn: 0.400540 loss_giou_aux_dn: 1.091637 loss: 9.509372 eta: 30 days, 9:08:28 batch_cost: 0.6680 data_cost: 0.0132 ips: 11.9757 images/s
[08/16 20:14:20] ppdet.engine INFO: Epoch: [3] [24200/54024] learning_rate: 0.000100 loss_class: 0.764684 loss_bbox: 0.146724 loss_giou: 0.581643 loss_class_aux: 2.385001 loss_bbox_aux: 0.507640 loss_giou_aux: 1.846544 loss_class_dn: 0.391895 loss_bbox_dn: 0.161646 loss_giou_dn: 0.500153 loss_class_aux_dn: 0.862008 loss_bbox_aux_dn: 0.411836 loss_giou_aux_dn: 1.174068 loss: 9.856453 eta: 30 days, 9:09:22 batch_cost: 0.7294 data_cost: 0.0302 ips: 10.9680 images/s
[08/16 20:16:48] ppdet.engine INFO: Epoch: [3] [24400/54024] learning_rate: 0.000100 loss_class: 0.794624 loss_bbox: 0.150595 loss_giou: 0.600276 loss_class_aux: 2.466102 loss_bbox_aux: 0.520199 loss_giou_aux: 1.929087 loss_class_dn: 0.395722 loss_bbox_dn: 0.164662 loss_giou_dn: 0.501388 loss_class_aux_dn: 0.871716 loss_bbox_aux_dn: 0.406303 loss_giou_aux_dn: 1.184362 loss: 10.076582 eta: 30 days, 9:05:51 batch_cost: 0.7015 data_cost: 0.0358 ips: 11.4044 images/s
[08/16 20:19:28] ppdet.engine INFO: Epoch: [3] [24600/54024] learning_rate: 0.000100 loss_class: 0.792137 loss_bbox: 0.153894 loss_giou: 0.631471 loss_class_aux: 2.445790 loss_bbox_aux: 0.520855 loss_giou_aux: 2.034933 loss_class_dn: 0.408623 loss_bbox_dn: 0.156956 loss_giou_dn: 0.524693 loss_class_aux_dn: 0.892853 loss_bbox_aux_dn: 0.395697 loss_giou_aux_dn: 1.219033 loss: 10.158476 eta: 30 days, 9:11:44 batch_cost: 0.7613 data_cost: 0.0426 ips: 10.5090 images/s
[08/16 20:21:51] ppdet.engine INFO: Epoch: [3] [24800/54024] learning_rate: 0.000100 loss_class: 0.772879 loss_bbox: 0.150982 loss_giou: 0.580126 loss_class_aux: 2.426662 loss_bbox_aux: 0.502098 loss_giou_aux: 1.904137 loss_class_dn: 0.398099 loss_bbox_dn: 0.163796 loss_giou_dn: 0.502900 loss_class_aux_dn: 0.883365 loss_bbox_aux_dn: 0.411814 loss_giou_aux_dn: 1.179430 loss: 9.913900 eta: 30 days, 9:04:26 batch_cost: 0.6773 data_cost: 0.0497 ips: 11.8108 images/s
[08/16 20:24:15] ppdet.engine INFO: Epoch: [3] [25000/54024] learning_rate: 0.000100 loss_class: 0.810791 loss_bbox: 0.158764 loss_giou: 0.632826 loss_class_aux: 2.523471 loss_bbox_aux: 0.531539 loss_giou_aux: 2.049576 loss_class_dn: 0.408024 loss_bbox_dn: 0.169321 loss_giou_dn: 0.540747 loss_class_aux_dn: 0.894710 loss_bbox_aux_dn: 0.418440 loss_giou_aux_dn: 1.236998 loss: 10.486181 eta: 30 days, 8:57:41 batch_cost: 0.6808 data_cost: 0.0708 ips: 11.7507 images/s
[08/16 20:26:54] ppdet.engine INFO: Epoch: [3] [25200/54024] learning_rate: 0.000100 loss_class: 0.782834 loss_bbox: 0.149287 loss_giou: 0.597493 loss_class_aux: 2.434387 loss_bbox_aux: 0.502693 loss_giou_aux: 1.913265 loss_class_dn: 0.387448 loss_bbox_dn: 0.160450 loss_giou_dn: 0.497574 loss_class_aux_dn: 0.866119 loss_bbox_aux_dn: 0.401330 loss_giou_aux_dn: 1.166719 loss: 10.039313 eta: 30 days, 9:03:02 batch_cost: 0.7583 data_cost: 0.0820 ips: 10.5505 images/s
[08/16 20:29:32] ppdet.engine INFO: Epoch: [3] [25400/54024] learning_rate: 0.000100 loss_class: 0.771821 loss_bbox: 0.144551 loss_giou: 0.579625 loss_class_aux: 2.412096 loss_bbox_aux: 0.486200 loss_giou_aux: 1.871768 loss_class_dn: 0.393698 loss_bbox_dn: 0.151708 loss_giou_dn: 0.507910 loss_class_aux_dn: 0.874053 loss_bbox_aux_dn: 0.379148 loss_giou_aux_dn: 1.171332 loss: 9.830704 eta: 30 days, 9:07:25 batch_cost: 0.7522 data_cost: 0.1239 ips: 10.6348 images/s
[08/16 20:32:39] ppdet.engine INFO: Epoch: [3] [25600/54024] learning_rate: 0.000100 loss_class: 0.765488 loss_bbox: 0.143847 loss_giou: 0.588598 loss_class_aux: 2.397604 loss_bbox_aux: 0.487087 loss_giou_aux: 1.876755 loss_class_dn: 0.391496 loss_bbox_dn: 0.155988 loss_giou_dn: 0.493628 loss_class_aux_dn: 0.874325 loss_bbox_aux_dn: 0.391554 loss_giou_aux_dn: 1.175420 loss: 10.049438 eta: 30 days, 9:33:52 batch_cost: 0.8949 data_cost: 0.0628 ips: 8.9396 images/s
[08/16 20:35:00] ppdet.engine INFO: Epoch: [3] [25800/54024] learning_rate: 0.000100 loss_class: 0.781852 loss_bbox: 0.153222 loss_giou: 0.579936 loss_class_aux: 2.458269 loss_bbox_aux: 0.497427 loss_giou_aux: 1.860018 loss_class_dn: 0.392143 loss_bbox_dn: 0.166116 loss_giou_dn: 0.495592 loss_class_aux_dn: 0.876872 loss_bbox_aux_dn: 0.421145 loss_giou_aux_dn: 1.152495 loss: 10.061524 eta: 30 days, 9:25:19 batch_cost: 0.6694 data_cost: 0.0798 ips: 11.9502 images/s
[08/16 20:37:36] ppdet.engine INFO: Epoch: [3] [26000/54024] learning_rate: 0.000100 loss_class: 0.781471 loss_bbox: 0.153530 loss_giou: 0.636160 loss_class_aux: 2.426639 loss_bbox_aux: 0.523592 loss_giou_aux: 2.020441 loss_class_dn: 0.408071 loss_bbox_dn: 0.156096 loss_giou_dn: 0.539995 loss_class_aux_dn: 0.897049 loss_bbox_aux_dn: 0.394592 loss_giou_aux_dn: 1.246864 loss: 10.513175 eta: 30 days, 9:27:24 batch_cost: 0.7382 data_cost: 0.0885 ips: 10.8371 images/s
[08/16 20:39:51] ppdet.engine INFO: Epoch: [3] [26200/54024] learning_rate: 0.000100 loss_class: 0.762013 loss_bbox: 0.140349 loss_giou: 0.595664 loss_class_aux: 2.367683 loss_bbox_aux: 0.485946 loss_giou_aux: 1.901457 loss_class_dn: 0.381841 loss_bbox_dn: 0.153667 loss_giou_dn: 0.500228 loss_class_aux_dn: 0.846971 loss_bbox_aux_dn: 0.387685 loss_giou_aux_dn: 1.178795 loss: 9.945941 eta: 30 days, 9:14:13 batch_cost: 0.6391 data_cost: 0.0482 ips: 12.5178 images/s
[08/16 20:42:39] ppdet.engine INFO: Epoch: [3] [26400/54024] learning_rate: 0.000100 loss_class: 0.767159 loss_bbox: 0.147288 loss_giou: 0.605305 loss_class_aux: 2.348741 loss_bbox_aux: 0.490081 loss_giou_aux: 1.920189 loss_class_dn: 0.392780 loss_bbox_dn: 0.163370 loss_giou_dn: 0.498029 loss_class_aux_dn: 0.860151 loss_bbox_aux_dn: 0.396090 loss_giou_aux_dn: 1.163608 loss: 9.894801 eta: 30 days, 9:25:35 batch_cost: 0.7988 data_cost: 0.0121 ips: 10.0149 images/s
[08/16 20:45:18] ppdet.engine INFO: Epoch: [3] [26600/54024] learning_rate: 0.000100 loss_class: 0.795748 loss_bbox: 0.148228 loss_giou: 0.607567 loss_class_aux: 2.475331 loss_bbox_aux: 0.502537 loss_giou_aux: 1.942637 loss_class_dn: 0.393548 loss_bbox_dn: 0.163423 loss_giou_dn: 0.504972 loss_class_aux_dn: 0.872002 loss_bbox_aux_dn: 0.405064 loss_giou_aux_dn: 1.177071 loss: 10.115262 eta: 30 days, 9:30:45 batch_cost: 0.7586 data_cost: 0.0746 ips: 10.5451 images/s
[08/16 20:47:45] ppdet.engine INFO: Epoch: [3] [26800/54024] learning_rate: 0.000100 loss_class: 0.796298 loss_bbox: 0.153955 loss_giou: 0.631528 loss_class_aux: 2.518563 loss_bbox_aux: 0.516640 loss_giou_aux: 1.998257 loss_class_dn: 0.411030 loss_bbox_dn: 0.166811 loss_giou_dn: 0.526035 loss_class_aux_dn: 0.908878 loss_bbox_aux_dn: 0.419254 loss_giou_aux_dn: 1.226309 loss: 10.351170 eta: 30 days, 9:26:25 batch_cost: 0.6967 data_cost: 0.1020 ips: 11.4834 images/s
[08/16 20:50:33] ppdet.engine INFO: Epoch: [3] [27000/54024] learning_rate: 0.000100 loss_class: 0.771139 loss_bbox: 0.144573 loss_giou: 0.584922 loss_class_aux: 2.410951 loss_bbox_aux: 0.470318 loss_giou_aux: 1.867430 loss_class_dn: 0.401770 loss_bbox_dn: 0.156164 loss_giou_dn: 0.498736 loss_class_aux_dn: 0.886806 loss_bbox_aux_dn: 0.394782 loss_giou_aux_dn: 1.186434 loss: 10.170470 eta: 30 days, 9:38:17 batch_cost: 0.8031 data_cost: 0.0052 ips: 9.9610 images/s
[08/16 20:53:25] ppdet.engine INFO: Epoch: [3] [27200/54024] learning_rate: 0.000100 loss_class: 0.766946 loss_bbox: 0.144801 loss_giou: 0.576113 loss_class_aux: 2.374923 loss_bbox_aux: 0.500939 loss_giou_aux: 1.844033 loss_class_dn: 0.393672 loss_bbox_dn: 0.161667 loss_giou_dn: 0.501541 loss_class_aux_dn: 0.879530 loss_bbox_aux_dn: 0.402024 loss_giou_aux_dn: 1.171474 loss: 9.794300 eta: 30 days, 9:52:38 batch_cost: 0.8199 data_cost: 0.1562 ips: 9.7575 images/s
[08/16 20:55:31] ppdet.engine INFO: Epoch: [3] [27400/54024] learning_rate: 0.000100 loss_class: 0.788237 loss_bbox: 0.151686 loss_giou: 0.597393 loss_class_aux: 2.466910 loss_bbox_aux: 0.508735 loss_giou_aux: 1.957045 loss_class_dn: 0.394142 loss_bbox_dn: 0.166208 loss_giou_dn: 0.512030 loss_class_aux_dn: 0.882702 loss_bbox_aux_dn: 0.418666 loss_giou_aux_dn: 1.179079 loss: 10.124178 eta: 30 days, 9:32:14 batch_cost: 0.5909 data_cost: 0.0055 ips: 13.5380 images/s
[08/16 20:57:53] ppdet.engine INFO: Epoch: [3] [27600/54024] learning_rate: 0.000100 loss_class: 0.782897 loss_bbox: 0.151140 loss_giou: 0.631862 loss_class_aux: 2.436201 loss_bbox_aux: 0.496179 loss_giou_aux: 2.007902 loss_class_dn: 0.401434 loss_bbox_dn: 0.163633 loss_giou_dn: 0.511697 loss_class_aux_dn: 0.897706 loss_bbox_aux_dn: 0.409378 loss_giou_aux_dn: 1.205025 loss: 10.266370 eta: 30 days, 9:23:15 batch_cost: 0.6660 data_cost: 0.0060 ips: 12.0119 images/s
[08/16 21:00:09] ppdet.engine INFO: Epoch: [3] [27800/54024] learning_rate: 0.000100 loss_class: 0.753499 loss_bbox: 0.143317 loss_giou: 0.566268 loss_class_aux: 2.368039 loss_bbox_aux: 0.488573 loss_giou_aux: 1.798393 loss_class_dn: 0.382448 loss_bbox_dn: 0.154388 loss_giou_dn: 0.486482 loss_class_aux_dn: 0.847596 loss_bbox_aux_dn: 0.391413 loss_giou_aux_dn: 1.142781 loss: 9.679399 eta: 30 days, 9:10:49 batch_cost: 0.6429 data_cost: 0.0553 ips: 12.4438 images/s
[08/16 21:02:28] ppdet.engine INFO: Epoch: [3] [28000/54024] learning_rate: 0.000100 loss_class: 0.745812 loss_bbox: 0.143337 loss_giou: 0.624435 loss_class_aux: 2.307264 loss_bbox_aux: 0.480493 loss_giou_aux: 1.976211 loss_class_dn: 0.389181 loss_bbox_dn: 0.145691 loss_giou_dn: 0.513568 loss_class_aux_dn: 0.859817 loss_bbox_aux_dn: 0.369928 loss_giou_aux_dn: 1.187532 loss: 9.971562 eta: 30 days, 9:01:06 batch_cost: 0.6606 data_cost: 0.0106 ips: 12.1104 images/s
[08/16 21:05:15] ppdet.engine INFO: Epoch: [3] [28200/54024] learning_rate: 0.000100 loss_class: 0.810723 loss_bbox: 0.147514 loss_giou: 0.625142 loss_class_aux: 2.518943 loss_bbox_aux: 0.490880 loss_giou_aux: 1.988743 loss_class_dn: 0.404441 loss_bbox_dn: 0.159364 loss_giou_dn: 0.527028 loss_class_aux_dn: 0.890938 loss_bbox_aux_dn: 0.398934 loss_giou_aux_dn: 1.219914 loss: 10.133753 eta: 30 days, 9:11:14 batch_cost: 0.7927 data_cost: 0.0843 ips: 10.0918 images/s
[08/16 21:07:30] ppdet.engine INFO: Epoch: [3] [28400/54024] learning_rate: 0.000100 loss_class: 0.792079 loss_bbox: 0.152797 loss_giou: 0.601236 loss_class_aux: 2.507096 loss_bbox_aux: 0.509462 loss_giou_aux: 1.924696 loss_class_dn: 0.397109 loss_bbox_dn: 0.161557 loss_giou_dn: 0.503454 loss_class_aux_dn: 0.870834 loss_bbox_aux_dn: 0.407278 loss_giou_aux_dn: 1.179735 loss: 10.211963 eta: 30 days, 8:57:59 batch_cost: 0.6369 data_cost: 0.0288 ips: 12.5614 images/s
[08/16 21:10:19] ppdet.engine INFO: Epoch: [3] [28600/54024] learning_rate: 0.000100 loss_class: 0.782795 loss_bbox: 0.146698 loss_giou: 0.597957 loss_class_aux: 2.398694 loss_bbox_aux: 0.496707 loss_giou_aux: 1.913028 loss_class_dn: 0.396873 loss_bbox_dn: 0.155527 loss_giou_dn: 0.494253 loss_class_aux_dn: 0.873806 loss_bbox_aux_dn: 0.396879 loss_giou_aux_dn: 1.147259 loss: 9.953915 eta: 30 days, 9:09:59 batch_cost: 0.8056 data_cost: 0.0386 ips: 9.9301 images/s
[08/16 21:12:56] ppdet.engine INFO: Epoch: [3] [28800/54024] learning_rate: 0.000100 loss_class: 0.773142 loss_bbox: 0.146014 loss_giou: 0.567643 loss_class_aux: 2.413566 loss_bbox_aux: 0.491131 loss_giou_aux: 1.833876 loss_class_dn: 0.384387 loss_bbox_dn: 0.158072 loss_giou_dn: 0.484731 loss_class_aux_dn: 0.858663 loss_bbox_aux_dn: 0.404375 loss_giou_aux_dn: 1.131474 loss: 9.955056 eta: 30 days, 9:13:03 batch_cost: 0.7461 data_cost: 0.0290 ips: 10.7219 images/s
[08/16 21:15:25] ppdet.engine INFO: Epoch: [3] [29000/54024] learning_rate: 0.000100 loss_class: 0.785389 loss_bbox: 0.153525 loss_giou: 0.600971 loss_class_aux: 2.426834 loss_bbox_aux: 0.526033 loss_giou_aux: 1.932700 loss_class_dn: 0.395522 loss_bbox_dn: 0.164053 loss_giou_dn: 0.508057 loss_class_aux_dn: 0.870962 loss_bbox_aux_dn: 0.412097 loss_giou_aux_dn: 1.181695 loss: 10.133512 eta: 30 days, 9:10:50 batch_cost: 0.7107 data_cost: 0.0731 ips: 11.2560 images/s
[08/16 21:17:55] ppdet.engine INFO: Epoch: [3] [29200/54024] learning_rate: 0.000100 loss_class: 0.795183 loss_bbox: 0.143178 loss_giou: 0.586665 loss_class_aux: 2.455833 loss_bbox_aux: 0.482918 loss_giou_aux: 1.885399 loss_class_dn: 0.388704 loss_bbox_dn: 0.160952 loss_giou_dn: 0.495599 loss_class_aux_dn: 0.863451 loss_bbox_aux_dn: 0.411225 loss_giou_aux_dn: 1.156015 loss: 9.776904 eta: 30 days, 9:08:44 batch_cost: 0.7115 data_cost: 0.0052 ips: 11.2446 images/s
[08/16 21:20:28] ppdet.engine INFO: Epoch: [3] [29400/54024] learning_rate: 0.000100 loss_class: 0.775227 loss_bbox: 0.148236 loss_giou: 0.602856 loss_class_aux: 2.436075 loss_bbox_aux: 0.497957 loss_giou_aux: 1.901468 loss_class_dn: 0.398369 loss_bbox_dn: 0.162277 loss_giou_dn: 0.532342 loss_class_aux_dn: 0.868463 loss_bbox_aux_dn: 0.410062 loss_giou_aux_dn: 1.242107 loss: 10.308551 eta: 30 days, 9:09:02 batch_cost: 0.7278 data_cost: 0.1284 ips: 10.9921 images/s
[08/16 21:22:54] ppdet.engine INFO: Epoch: [3] [29600/54024] learning_rate: 0.000100 loss_class: 0.743625 loss_bbox: 0.133169 loss_giou: 0.552805 loss_class_aux: 2.315317 loss_bbox_aux: 0.463837 loss_giou_aux: 1.751885 loss_class_dn: 0.368564 loss_bbox_dn: 0.151168 loss_giou_dn: 0.476455 loss_class_aux_dn: 0.823723 loss_bbox_aux_dn: 0.377833 loss_giou_aux_dn: 1.108714 loss: 9.461830 eta: 30 days, 9:03:23 batch_cost: 0.6875 data_cost: 0.0399 ips: 11.6357 images/s
[08/16 21:25:15] ppdet.engine INFO: Epoch: [3] [29800/54024] learning_rate: 0.000100 loss_class: 0.789259 loss_bbox: 0.153857 loss_giou: 0.661404 loss_class_aux: 2.436777 loss_bbox_aux: 0.507580 loss_giou_aux: 2.105870 loss_class_dn: 0.400673 loss_bbox_dn: 0.158049 loss_giou_dn: 0.536623 loss_class_aux_dn: 0.899197 loss_bbox_aux_dn: 0.399349 loss_giou_aux_dn: 1.218952 loss: 10.177769 eta: 30 days, 8:55:20 batch_cost: 0.6711 data_cost: 0.0773 ips: 11.9215 images/s
[08/16 21:27:27] ppdet.engine INFO: Epoch: [3] [30000/54024] learning_rate: 0.000100 loss_class: 0.759600 loss_bbox: 0.145367 loss_giou: 0.631250 loss_class_aux: 2.305493 loss_bbox_aux: 0.485958 loss_giou_aux: 2.031681 loss_class_dn: 0.386571 loss_bbox_dn: 0.150474 loss_giou_dn: 0.519348 loss_class_aux_dn: 0.852727 loss_bbox_aux_dn: 0.371220 loss_giou_aux_dn: 1.195846 loss: 10.098392 eta: 30 days, 8:40:01 batch_cost: 0.6213 data_cost: 0.0400 ips: 12.8759 images/s
[08/16 21:29:54] ppdet.engine INFO: Epoch: [3] [30200/54024] learning_rate: 0.000100 loss_class: 0.766811 loss_bbox: 0.154903 loss_giou: 0.607102 loss_class_aux: 2.402057 loss_bbox_aux: 0.502191 loss_giou_aux: 1.948700 loss_class_dn: 0.394768 loss_bbox_dn: 0.160636 loss_giou_dn: 0.523097 loss_class_aux_dn: 0.869719 loss_bbox_aux_dn: 0.392957 loss_giou_aux_dn: 1.204531 loss: 10.030920 eta: 30 days, 8:36:05 batch_cost: 0.6988 data_cost: 0.0765 ips: 11.4487 images/s
[08/16 21:32:44] ppdet.engine INFO: Epoch: [3] [30400/54024] learning_rate: 0.000100 loss_class: 0.780480 loss_bbox: 0.152629 loss_giou: 0.586624 loss_class_aux: 2.415532 loss_bbox_aux: 0.504705 loss_giou_aux: 1.899359 loss_class_dn: 0.390355 loss_bbox_dn: 0.160860 loss_giou_dn: 0.510796 loss_class_aux_dn: 0.870696 loss_bbox_aux_dn: 0.397485 loss_giou_aux_dn: 1.178492 loss: 9.977274 eta: 30 days, 8:48:45 batch_cost: 0.8123 data_cost: 0.1440 ips: 9.8489 images/s
[08/16 21:35:17] ppdet.engine INFO: Epoch: [3] [30600/54024] learning_rate: 0.000100 loss_class: 0.737981 loss_bbox: 0.146664 loss_giou: 0.573661 loss_class_aux: 2.320138 loss_bbox_aux: 0.488767 loss_giou_aux: 1.853003 loss_class_dn: 0.387273 loss_bbox_dn: 0.159380 loss_giou_dn: 0.497391 loss_class_aux_dn: 0.853129 loss_bbox_aux_dn: 0.404975 loss_giou_aux_dn: 1.170476 loss: 9.762281 eta: 30 days, 8:48:59 batch_cost: 0.7275 data_cost: 0.0268 ips: 10.9964 images/s
[08/16 21:37:48] ppdet.engine INFO: Epoch: [3] [30800/54024] learning_rate: 0.000100 loss_class: 0.767921 loss_bbox: 0.147217 loss_giou: 0.566859 loss_class_aux: 2.427910 loss_bbox_aux: 0.501020 loss_giou_aux: 1.831086 loss_class_dn: 0.381990 loss_bbox_dn: 0.151580 loss_giou_dn: 0.486615 loss_class_aux_dn: 0.849844 loss_bbox_aux_dn: 0.385197 loss_giou_aux_dn: 1.142818 loss: 9.835791 eta: 30 days, 8:47:39 batch_cost: 0.7168 data_cost: 0.1209 ips: 11.1603 images/s
[08/16 21:40:22] ppdet.engine INFO: Epoch: [3] [31000/54024] learning_rate: 0.000100 loss_class: 0.778266 loss_bbox: 0.145156 loss_giou: 0.564780 loss_class_aux: 2.444820 loss_bbox_aux: 0.486473 loss_giou_aux: 1.828492 loss_class_dn: 0.385759 loss_bbox_dn: 0.156002 loss_giou_dn: 0.492611 loss_class_aux_dn: 0.848142 loss_bbox_aux_dn: 0.405665 loss_giou_aux_dn: 1.138518 loss: 9.734316 eta: 30 days, 8:48:18 batch_cost: 0.7305 data_cost: 0.0242 ips: 10.9521 images/s
[08/16 21:42:45] ppdet.engine INFO: Epoch: [3] [31200/54024] learning_rate: 0.000100 loss_class: 0.817700 loss_bbox: 0.151000 loss_giou: 0.616458 loss_class_aux: 2.569967 loss_bbox_aux: 0.503538 loss_giou_aux: 1.991329 loss_class_dn: 0.413039 loss_bbox_dn: 0.164679 loss_giou_dn: 0.533309 loss_class_aux_dn: 0.919651 loss_bbox_aux_dn: 0.412373 loss_giou_aux_dn: 1.241783 loss: 10.366633 eta: 30 days, 8:41:27 batch_cost: 0.6788 data_cost: 0.0189 ips: 11.7861 images/s
[08/16 21:45:06] ppdet.engine INFO: Epoch: [3] [31400/54024] learning_rate: 0.000100 loss_class: 0.759223 loss_bbox: 0.147704 loss_giou: 0.572209 loss_class_aux: 2.384785 loss_bbox_aux: 0.487917 loss_giou_aux: 1.846361 loss_class_dn: 0.387162 loss_bbox_dn: 0.160944 loss_giou_dn: 0.493226 loss_class_aux_dn: 0.846353 loss_bbox_aux_dn: 0.403331 loss_giou_aux_dn: 1.155784 loss: 9.731246 eta: 30 days, 8:32:12 batch_cost: 0.6620 data_cost: 0.0366 ips: 12.0850 images/s
[08/16 21:47:14] ppdet.engine INFO: Epoch: [3] [31600/54024] learning_rate: 0.000100 loss_class: 0.756594 loss_bbox: 0.140707 loss_giou: 0.572289 loss_class_aux: 2.342640 loss_bbox_aux: 0.462276 loss_giou_aux: 1.846725 loss_class_dn: 0.382676 loss_bbox_dn: 0.156087 loss_giou_dn: 0.486191 loss_class_aux_dn: 0.849663 loss_bbox_aux_dn: 0.380938 loss_giou_aux_dn: 1.135712 loss: 9.682883 eta: 30 days, 8:14:40 batch_cost: 0.6041 data_cost: 0.0037 ips: 13.2428 images/s
[08/16 21:49:30] ppdet.engine INFO: Epoch: [3] [31800/54024] learning_rate: 0.000100 loss_class: 0.766140 loss_bbox: 0.151296 loss_giou: 0.599629 loss_class_aux: 2.378303 loss_bbox_aux: 0.510952 loss_giou_aux: 1.938540 loss_class_dn: 0.396512 loss_bbox_dn: 0.157731 loss_giou_dn: 0.501633 loss_class_aux_dn: 0.876740 loss_bbox_aux_dn: 0.407158 loss_giou_aux_dn: 1.167291 loss: 9.962020 eta: 30 days, 8:02:44 batch_cost: 0.6427 data_cost: 0.0389 ips: 12.4477 images/s
[08/16 21:52:00] ppdet.engine INFO: Epoch: [3] [32000/54024] learning_rate: 0.000100 loss_class: 0.798728 loss_bbox: 0.145277 loss_giou: 0.634453 loss_class_aux: 2.506749 loss_bbox_aux: 0.502479 loss_giou_aux: 2.029942 loss_class_dn: 0.402317 loss_bbox_dn: 0.157346 loss_giou_dn: 0.528441 loss_class_aux_dn: 0.891084 loss_bbox_aux_dn: 0.401646 loss_giou_aux_dn: 1.247003 loss: 10.533752 eta: 30 days, 8:00:45 batch_cost: 0.7118 data_cost: 0.0773 ips: 11.2397 images/s
[08/16 21:54:19] ppdet.engine INFO: Epoch: [3] [32200/54024] learning_rate: 0.000100 loss_class: 0.750003 loss_bbox: 0.136947 loss_giou: 0.540302 loss_class_aux: 2.352137 loss_bbox_aux: 0.460022 loss_giou_aux: 1.730405 loss_class_dn: 0.376135 loss_bbox_dn: 0.164085 loss_giou_dn: 0.484212 loss_class_aux_dn: 0.845734 loss_bbox_aux_dn: 0.416071 loss_giou_aux_dn: 1.110039 loss: 9.508912 eta: 30 days, 7:50:50 batch_cost: 0.6563 data_cost: 0.0371 ips: 12.1893 images/s
[08/16 21:56:31] ppdet.engine INFO: Epoch: [3] [32400/54024] learning_rate: 0.000100 loss_class: 0.766591 loss_bbox: 0.148599 loss_giou: 0.550471 loss_class_aux: 2.396839 loss_bbox_aux: 0.505044 loss_giou_aux: 1.772477 loss_class_dn: 0.382590 loss_bbox_dn: 0.159819 loss_giou_dn: 0.482699 loss_class_aux_dn: 0.842926 loss_bbox_aux_dn: 0.398497 loss_giou_aux_dn: 1.125507 loss: 9.787802 eta: 30 days, 7:35:54 batch_cost: 0.6209 data_cost: 0.0097 ips: 12.8853 images/s
[08/16 21:58:59] ppdet.engine INFO: Epoch: [3] [32600/54024] learning_rate: 0.000100 loss_class: 0.805112 loss_bbox: 0.160017 loss_giou: 0.635255 loss_class_aux: 2.489542 loss_bbox_aux: 0.538398 loss_giou_aux: 2.018381 loss_class_dn: 0.409397 loss_bbox_dn: 0.169458 loss_giou_dn: 0.524053 loss_class_aux_dn: 0.900373 loss_bbox_aux_dn: 0.422690 loss_giou_aux_dn: 1.223315 loss: 10.433825 eta: 30 days, 7:32:45 batch_cost: 0.7033 data_cost: 0.0233 ips: 11.3742 images/s
[08/16 22:01:30] ppdet.engine INFO: Epoch: [3] [32800/54024] learning_rate: 0.000100 loss_class: 0.796560 loss_bbox: 0.153929 loss_giou: 0.605005 loss_class_aux: 2.449804 loss_bbox_aux: 0.500636 loss_giou_aux: 1.919497 loss_class_dn: 0.395645 loss_bbox_dn: 0.160407 loss_giou_dn: 0.501081 loss_class_aux_dn: 0.882178 loss_bbox_aux_dn: 0.399015 loss_giou_aux_dn: 1.168990 loss: 10.208102 eta: 30 days, 7:31:50 batch_cost: 0.7190 data_cost: 0.0410 ips: 11.1259 images/s
[08/16 22:03:51] ppdet.engine INFO: Epoch: [3] [33000/54024] learning_rate: 0.000100 loss_class: 0.766308 loss_bbox: 0.147099 loss_giou: 0.624644 loss_class_aux: 2.381952 loss_bbox_aux: 0.491286 loss_giou_aux: 1.994595 loss_class_dn: 0.397220 loss_bbox_dn: 0.153819 loss_giou_dn: 0.515923 loss_class_aux_dn: 0.881543 loss_bbox_aux_dn: 0.385241 loss_giou_aux_dn: 1.203078 loss: 10.023079 eta: 30 days, 7:23:21 batch_cost: 0.6656 data_cost: 0.0845 ips: 12.0187 images/s
[08/16 22:06:11] ppdet.engine INFO: Epoch: [3] [33200/54024] learning_rate: 0.000100 loss_class: 0.779361 loss_bbox: 0.146975 loss_giou: 0.570478 loss_class_aux: 2.408824 loss_bbox_aux: 0.493561 loss_giou_aux: 1.857868 loss_class_dn: 0.380461 loss_bbox_dn: 0.159408 loss_giou_dn: 0.487165 loss_class_aux_dn: 0.843347 loss_bbox_aux_dn: 0.397793 loss_giou_aux_dn: 1.151119 loss: 9.747761 eta: 30 days, 7:13:59 batch_cost: 0.6591 data_cost: 0.0356 ips: 12.1376 images/s
[08/16 22:08:37] ppdet.engine INFO: Epoch: [3] [33400/54024] learning_rate: 0.000100 loss_class: 0.754185 loss_bbox: 0.148647 loss_giou: 0.560228 loss_class_aux: 2.408875 loss_bbox_aux: 0.493535 loss_giou_aux: 1.800677 loss_class_dn: 0.370762 loss_bbox_dn: 0.167464 loss_giou_dn: 0.478674 loss_class_aux_dn: 0.840011 loss_bbox_aux_dn: 0.423001 loss_giou_aux_dn: 1.108100 loss: 9.715352 eta: 30 days, 7:09:18 batch_cost: 0.6922 data_cost: 0.0129 ips: 11.5581 images/s
[08/16 22:11:18] ppdet.engine INFO: Epoch: [3] [33600/54024] learning_rate: 0.000100 loss_class: 0.765186 loss_bbox: 0.145190 loss_giou: 0.602620 loss_class_aux: 2.409159 loss_bbox_aux: 0.484230 loss_giou_aux: 1.915905 loss_class_dn: 0.392991 loss_bbox_dn: 0.152901 loss_giou_dn: 0.505687 loss_class_aux_dn: 0.856331 loss_bbox_aux_dn: 0.383538 loss_giou_aux_dn: 1.183270 loss: 10.038851 eta: 30 days, 7:14:48 batch_cost: 0.7645 data_cost: 0.0661 ips: 10.4646 images/s
[08/16 22:12:52] ppdet.data.transform.operators WARNING: The actual image height: 1024 is not equal to the height: 768.0 in annotation, and update sample['h'] by actual image height.
[08/16 22:12:52] ppdet.data.transform.operators WARNING: The actual image width: 768 is not equal to the width: 1024.0 in annotation, and update sample['w'] by actual image width.
[08/16 22:14:06] ppdet.engine INFO: Epoch: [3] [33800/54024] learning_rate: 0.000100 loss_class: 0.757812 loss_bbox: 0.148902 loss_giou: 0.592824 loss_class_aux: 2.384765 loss_bbox_aux: 0.501627 loss_giou_aux: 1.917626 loss_class_dn: 0.396470 loss_bbox_dn: 0.161839 loss_giou_dn: 0.509177 loss_class_aux_dn: 0.882833 loss_bbox_aux_dn: 0.410086 loss_giou_aux_dn: 1.187165 loss: 10.056007 eta: 30 days, 7:25:34 batch_cost: 0.8025 data_cost: 0.0412 ips: 9.9691 images/s
[08/16 22:16:42] ppdet.engine INFO: Epoch: [3] [34000/54024] learning_rate: 0.000100 loss_class: 0.786071 loss_bbox: 0.159116 loss_giou: 0.613424 loss_class_aux: 2.451287 loss_bbox_aux: 0.530231 loss_giou_aux: 1.951114 loss_class_dn: 0.398467 loss_bbox_dn: 0.164478 loss_giou_dn: 0.510304 loss_class_aux_dn: 0.892539 loss_bbox_aux_dn: 0.410515 loss_giou_aux_dn: 1.193440 loss: 10.166243 eta: 30 days, 7:28:39 batch_cost: 0.7478 data_cost: 0.0210 ips: 10.6984 images/s
[08/16 22:19:14] ppdet.engine INFO: Epoch: [3] [34200/54024] learning_rate: 0.000100 loss_class: 0.773167 loss_bbox: 0.142499 loss_giou: 0.602203 loss_class_aux: 2.424795 loss_bbox_aux: 0.487083 loss_giou_aux: 1.900060 loss_class_dn: 0.392012 loss_bbox_dn: 0.153054 loss_giou_dn: 0.507417 loss_class_aux_dn: 0.868976 loss_bbox_aux_dn: 0.381512 loss_giou_aux_dn: 1.170770 loss: 9.993217 eta: 30 days, 7:27:39 batch_cost: 0.7189 data_cost: 0.0776 ips: 11.1280 images/s
[08/16 22:22:02] ppdet.engine INFO: Epoch: [3] [34400/54024] learning_rate: 0.000100 loss_class: 0.788855 loss_bbox: 0.153136 loss_giou: 0.611438 loss_class_aux: 2.459070 loss_bbox_aux: 0.508635 loss_giou_aux: 1.972441 loss_class_dn: 0.390568 loss_bbox_dn: 0.160101 loss_giou_dn: 0.517833 loss_class_aux_dn: 0.866086 loss_bbox_aux_dn: 0.401500 loss_giou_aux_dn: 1.198039 loss: 10.110357 eta: 30 days, 7:38:22 batch_cost: 0.8029 data_cost: 0.0441 ips: 9.9633 images/s
[08/16 22:24:29] ppdet.engine INFO: Epoch: [3] [34600/54024] learning_rate: 0.000100 loss_class: 0.778269 loss_bbox: 0.144005 loss_giou: 0.584446 loss_class_aux: 2.396112 loss_bbox_aux: 0.489419 loss_giou_aux: 1.849731 loss_class_dn: 0.383066 loss_bbox_dn: 0.160127 loss_giou_dn: 0.493509 loss_class_aux_dn: 0.858686 loss_bbox_aux_dn: 0.398083 loss_giou_aux_dn: 1.139270 loss: 9.793789 eta: 30 days, 7:34:35 batch_cost: 0.6990 data_cost: 0.0942 ips: 11.4443 images/s
[08/16 22:26:37] ppdet.engine INFO: Epoch: [3] [34800/54024] learning_rate: 0.000100 loss_class: 0.791872 loss_bbox: 0.153543 loss_giou: 0.598039 loss_class_aux: 2.446811 loss_bbox_aux: 0.511202 loss_giou_aux: 1.900559 loss_class_dn: 0.398264 loss_bbox_dn: 0.160079 loss_giou_dn: 0.485860 loss_class_aux_dn: 0.889307 loss_bbox_aux_dn: 0.403141 loss_giou_aux_dn: 1.154411 loss: 10.045713 eta: 30 days, 7:16:36 batch_cost: 0.5966 data_cost: 0.0265 ips: 13.4102 images/s
[08/16 22:28:58] ppdet.engine INFO: Epoch: [3] [35000/54024] learning_rate: 0.000100 loss_class: 0.785949 loss_bbox: 0.161142 loss_giou: 0.628835 loss_class_aux: 2.424194 loss_bbox_aux: 0.530036 loss_giou_aux: 2.018812 loss_class_dn: 0.401543 loss_bbox_dn: 0.165280 loss_giou_dn: 0.525950 loss_class_aux_dn: 0.884181 loss_bbox_aux_dn: 0.412257 loss_giou_aux_dn: 1.222805 loss: 10.429668 eta: 30 days, 7:08:40 batch_cost: 0.6688 data_cost: 0.1163 ips: 11.9626 images/s
[08/16 22:31:24] ppdet.engine INFO: Epoch: [3] [35200/54024] learning_rate: 0.000100 loss_class: 0.760189 loss_bbox: 0.145890 loss_giou: 0.551988 loss_class_aux: 2.377478 loss_bbox_aux: 0.487185 loss_giou_aux: 1.737122 loss_class_dn: 0.370581 loss_bbox_dn: 0.161334 loss_giou_dn: 0.469782 loss_class_aux_dn: 0.828400 loss_bbox_aux_dn: 0.402338 loss_giou_aux_dn: 1.099501 loss: 9.597037 eta: 30 days, 7:03:21 batch_cost: 0.6875 data_cost: 0.0989 ips: 11.6369 images/s
[08/16 22:33:47] ppdet.engine INFO: Epoch: [3] [35400/54024] learning_rate: 0.000100 loss_class: 0.783079 loss_bbox: 0.149698 loss_giou: 0.617405 loss_class_aux: 2.430999 loss_bbox_aux: 0.495324 loss_giou_aux: 1.980412 loss_class_dn: 0.390833 loss_bbox_dn: 0.153337 loss_giou_dn: 0.507333 loss_class_aux_dn: 0.862070 loss_bbox_aux_dn: 0.390803 loss_giou_aux_dn: 1.172762 loss: 10.063039 eta: 30 days, 6:56:53 batch_cost: 0.6790 data_cost: 0.0065 ips: 11.7813 images/s
[08/16 22:36:10] ppdet.engine INFO: Epoch: [3] [35600/54024] learning_rate: 0.000100 loss_class: 0.778466 loss_bbox: 0.151846 loss_giou: 0.617488 loss_class_aux: 2.401074 loss_bbox_aux: 0.512784 loss_giou_aux: 1.994827 loss_class_dn: 0.394426 loss_bbox_dn: 0.154914 loss_giou_dn: 0.512754 loss_class_aux_dn: 0.887293 loss_bbox_aux_dn: 0.382702 loss_giou_aux_dn: 1.200563 loss: 10.108370 eta: 30 days, 6:49:39 batch_cost: 0.6732 data_cost: 0.0466 ips: 11.8832 images/s
[08/16 22:39:03] ppdet.engine INFO: Epoch: [3] [35800/54024] learning_rate: 0.000100 loss_class: 0.757832 loss_bbox: 0.145586 loss_giou: 0.561543 loss_class_aux: 2.373345 loss_bbox_aux: 0.494733 loss_giou_aux: 1.809651 loss_class_dn: 0.380394 loss_bbox_dn: 0.157843 loss_giou_dn: 0.487929 loss_class_aux_dn: 0.840218 loss_bbox_aux_dn: 0.392307 loss_giou_aux_dn: 1.136604 loss: 9.771979 eta: 30 days, 7:03:50 batch_cost: 0.8295 data_cost: 0.0621 ips: 9.6443 images/s
[08/16 22:41:48] ppdet.engine INFO: Epoch: [3] [36000/54024] learning_rate: 0.000100 loss_class: 0.750888 loss_bbox: 0.139314 loss_giou: 0.574802 loss_class_aux: 2.342518 loss_bbox_aux: 0.473900 loss_giou_aux: 1.849635 loss_class_dn: 0.384214 loss_bbox_dn: 0.148709 loss_giou_dn: 0.484796 loss_class_aux_dn: 0.848671 loss_bbox_aux_dn: 0.377963 loss_giou_aux_dn: 1.132105 loss: 9.758195 eta: 30 days, 7:11:16 batch_cost: 0.7806 data_cost: 0.1173 ips: 10.2483 images/s
[08/16 22:43:57] ppdet.engine INFO: Epoch: [3] [36200/54024] learning_rate: 0.000100 loss_class: 0.796389 loss_bbox: 0.153955 loss_giou: 0.625040 loss_class_aux: 2.521412 loss_bbox_aux: 0.509544 loss_giou_aux: 1.989508 loss_class_dn: 0.397631 loss_bbox_dn: 0.173011 loss_giou_dn: 0.527717 loss_class_aux_dn: 0.891266 loss_bbox_aux_dn: 0.427782 loss_giou_aux_dn: 1.212739 loss: 10.236009 eta: 30 days, 6:55:19 batch_cost: 0.6096 data_cost: 0.0139 ips: 13.1232 images/s
[08/16 22:46:18] ppdet.engine INFO: Epoch: [3] [36400/54024] learning_rate: 0.000100 loss_class: 0.801632 loss_bbox: 0.155755 loss_giou: 0.622554 loss_class_aux: 2.474067 loss_bbox_aux: 0.518173 loss_giou_aux: 1.983686 loss_class_dn: 0.394820 loss_bbox_dn: 0.160134 loss_giou_dn: 0.517645 loss_class_aux_dn: 0.882245 loss_bbox_aux_dn: 0.411192 loss_giou_aux_dn: 1.209481 loss: 10.509050 eta: 30 days, 6:46:47 batch_cost: 0.6635 data_cost: 0.0211 ips: 12.0574 images/s
[08/16 22:48:55] ppdet.engine INFO: Epoch: [3] [36600/54024] learning_rate: 0.000100 loss_class: 0.756434 loss_bbox: 0.147020 loss_giou: 0.578324 loss_class_aux: 2.355356 loss_bbox_aux: 0.509167 loss_giou_aux: 1.844991 loss_class_dn: 0.383079 loss_bbox_dn: 0.160963 loss_giou_dn: 0.479442 loss_class_aux_dn: 0.851906 loss_bbox_aux_dn: 0.396967 loss_giou_aux_dn: 1.135628 loss: 9.737747 eta: 30 days, 6:49:30 batch_cost: 0.7463 data_cost: 0.0286 ips: 10.7202 images/s
[08/16 22:51:35] ppdet.engine INFO: Epoch: [3] [36800/54024] learning_rate: 0.000100 loss_class: 0.779018 loss_bbox: 0.153309 loss_giou: 0.605299 loss_class_aux: 2.371692 loss_bbox_aux: 0.509462 loss_giou_aux: 1.913185 loss_class_dn: 0.390044 loss_bbox_dn: 0.165888 loss_giou_dn: 0.497948 loss_class_aux_dn: 0.869999 loss_bbox_aux_dn: 0.415098 loss_giou_aux_dn: 1.143133 loss: 10.157211 eta: 30 days, 6:54:14 batch_cost: 0.7613 data_cost: 0.1104 ips: 10.5088 images/s
[08/16 22:54:10] ppdet.engine INFO: Epoch: [3] [37000/54024] learning_rate: 0.000100 loss_class: 0.773908 loss_bbox: 0.141707 loss_giou: 0.604284 loss_class_aux: 2.439890 loss_bbox_aux: 0.483678 loss_giou_aux: 1.924262 loss_class_dn: 0.386899 loss_bbox_dn: 0.150223 loss_giou_dn: 0.498493 loss_class_aux_dn: 0.850611 loss_bbox_aux_dn: 0.383128 loss_giou_aux_dn: 1.167318 loss: 9.909306 eta: 30 days, 6:55:48 batch_cost: 0.7381 data_cost: 0.0583 ips: 10.8382 images/s
[08/16 22:56:41] ppdet.engine INFO: Epoch: [3] [37200/54024] learning_rate: 0.000100 loss_class: 0.761163 loss_bbox: 0.150807 loss_giou: 0.569322 loss_class_aux: 2.372630 loss_bbox_aux: 0.502577 loss_giou_aux: 1.846977 loss_class_dn: 0.384521 loss_bbox_dn: 0.152195 loss_giou_dn: 0.490751 loss_class_aux_dn: 0.844567 loss_bbox_aux_dn: 0.388911 loss_giou_aux_dn: 1.142221 loss: 9.814616 eta: 30 days, 6:54:39 batch_cost: 0.7180 data_cost: 0.0038 ips: 11.1416 images/s
[08/16 22:59:42] ppdet.engine INFO: Epoch: [3] [37400/54024] learning_rate: 0.000100 loss_class: 0.746592 loss_bbox: 0.142007 loss_giou: 0.565255 loss_class_aux: 2.288541 loss_bbox_aux: 0.482588 loss_giou_aux: 1.803120 loss_class_dn: 0.371810 loss_bbox_dn: 0.151509 loss_giou_dn: 0.465425 loss_class_aux_dn: 0.827602 loss_bbox_aux_dn: 0.384866 loss_giou_aux_dn: 1.077694 loss: 9.343542 eta: 30 days, 7:13:03 batch_cost: 0.8634 data_cost: 0.1523 ips: 9.2654 images/s
[08/16 23:02:11] ppdet.engine INFO: Epoch: [3] [37600/54024] learning_rate: 0.000100 loss_class: 0.789973 loss_bbox: 0.148502 loss_giou: 0.588186 loss_class_aux: 2.483441 loss_bbox_aux: 0.496529 loss_giou_aux: 1.888915 loss_class_dn: 0.394417 loss_bbox_dn: 0.161721 loss_giou_dn: 0.499124 loss_class_aux_dn: 0.884241 loss_bbox_aux_dn: 0.402340 loss_giou_aux_dn: 1.177207 loss: 9.858161 eta: 30 days, 7:10:04 batch_cost: 0.7048 data_cost: 0.0527 ips: 11.3515 images/s
[08/16 23:04:48] ppdet.engine INFO: Epoch: [3] [37800/54024] learning_rate: 0.000100 loss_class: 0.767752 loss_bbox: 0.147436 loss_giou: 0.582199 loss_class_aux: 2.417577 loss_bbox_aux: 0.491715 loss_giou_aux: 1.884559 loss_class_dn: 0.387180 loss_bbox_dn: 0.149762 loss_giou_dn: 0.497370 loss_class_aux_dn: 0.861596 loss_bbox_aux_dn: 0.376358 loss_giou_aux_dn: 1.152978 loss: 9.823418 eta: 30 days, 7:12:08 batch_cost: 0.7426 data_cost: 0.0161 ips: 10.7726 images/s
[08/16 23:07:13] ppdet.engine INFO: Epoch: [3] [38000/54024] learning_rate: 0.000100 loss_class: 0.791285 loss_bbox: 0.153260 loss_giou: 0.613450 loss_class_aux: 2.461280 loss_bbox_aux: 0.507321 loss_giou_aux: 1.942332 loss_class_dn: 0.394360 loss_bbox_dn: 0.159262 loss_giou_dn: 0.515079 loss_class_aux_dn: 0.886144 loss_bbox_aux_dn: 0.402630 loss_giou_aux_dn: 1.203311 loss: 10.176285 eta: 30 days, 7:07:14 batch_cost: 0.6904 data_cost: 0.0608 ips: 11.5868 images/s
[08/16 23:09:59] ppdet.engine INFO: Epoch: [3] [38200/54024] learning_rate: 0.000100 loss_class: 0.790869 loss_bbox: 0.142214 loss_giou: 0.590549 loss_class_aux: 2.460337 loss_bbox_aux: 0.480101 loss_giou_aux: 1.902541 loss_class_dn: 0.385788 loss_bbox_dn: 0.148791 loss_giou_dn: 0.493920 loss_class_aux_dn: 0.851585 loss_bbox_aux_dn: 0.381505 loss_giou_aux_dn: 1.166677 loss: 9.780018 eta: 30 days, 7:15:56 batch_cost: 0.7924 data_cost: 0.0275 ips: 10.0953 images/s
[08/16 23:12:23] ppdet.engine INFO: Epoch: [3] [38400/54024] learning_rate: 0.000100 loss_class: 0.762938 loss_bbox: 0.144149 loss_giou: 0.561742 loss_class_aux: 2.376251 loss_bbox_aux: 0.485209 loss_giou_aux: 1.814287 loss_class_dn: 0.375535 loss_bbox_dn: 0.152727 loss_giou_dn: 0.476814 loss_class_aux_dn: 0.827249 loss_bbox_aux_dn: 0.391027 loss_giou_aux_dn: 1.125529 loss: 9.638238 eta: 30 days, 7:09:54 batch_cost: 0.6820 data_cost: 0.0199 ips: 11.7298 images/s
[08/16 23:15:11] ppdet.engine INFO: Epoch: [3] [38600/54024] learning_rate: 0.000100 loss_class: 0.777698 loss_bbox: 0.150601 loss_giou: 0.581543 loss_class_aux: 2.391344 loss_bbox_aux: 0.504185 loss_giou_aux: 1.860349 loss_class_dn: 0.383869 loss_bbox_dn: 0.162898 loss_giou_dn: 0.487131 loss_class_aux_dn: 0.863257 loss_bbox_aux_dn: 0.413710 loss_giou_aux_dn: 1.137561 loss: 9.895043 eta: 30 days, 7:19:30 batch_cost: 0.7998 data_cost: 0.0828 ips: 10.0030 images/s
[08/16 23:17:40] ppdet.engine INFO: Epoch: [3] [38800/54024] learning_rate: 0.000100 loss_class: 0.767874 loss_bbox: 0.144969 loss_giou: 0.601934 loss_class_aux: 2.438505 loss_bbox_aux: 0.490088 loss_giou_aux: 1.914726 loss_class_dn: 0.386682 loss_bbox_dn: 0.154519 loss_giou_dn: 0.493546 loss_class_aux_dn: 0.854785 loss_bbox_aux_dn: 0.392077 loss_giou_aux_dn: 1.166036 loss: 9.919605 eta: 30 days, 7:16:36 batch_cost: 0.7057 data_cost: 0.0953 ips: 11.3364 images/s
[08/16 23:20:11] ppdet.engine INFO: Epoch: [3] [39000/54024] learning_rate: 0.000100 loss_class: 0.775179 loss_bbox: 0.145171 loss_giou: 0.586283 loss_class_aux: 2.406581 loss_bbox_aux: 0.500690 loss_giou_aux: 1.865017 loss_class_dn: 0.389036 loss_bbox_dn: 0.157521 loss_giou_dn: 0.490555 loss_class_aux_dn: 0.861847 loss_bbox_aux_dn: 0.396500 loss_giou_aux_dn: 1.153575 loss: 9.922459 eta: 30 days, 7:15:03 batch_cost: 0.7160 data_cost: 0.0760 ips: 11.1731 images/s
[08/16 23:22:42] ppdet.engine INFO: Epoch: [3] [39200/54024] learning_rate: 0.000100 loss_class: 0.782770 loss_bbox: 0.156810 loss_giou: 0.655345 loss_class_aux: 2.423885 loss_bbox_aux: 0.513118 loss_giou_aux: 2.097449 loss_class_dn: 0.406821 loss_bbox_dn: 0.156837 loss_giou_dn: 0.538373 loss_class_aux_dn: 0.891115 loss_bbox_aux_dn: 0.398217 loss_giou_aux_dn: 1.252540 loss: 10.450520 eta: 30 days, 7:14:29 batch_cost: 0.7234 data_cost: 0.0521 ips: 11.0589 images/s
[08/16 23:25:19] ppdet.engine INFO: Epoch: [3] [39400/54024] learning_rate: 0.000100 loss_class: 0.765764 loss_bbox: 0.142073 loss_giou: 0.577567 loss_class_aux: 2.398435 loss_bbox_aux: 0.482094 loss_giou_aux: 1.852996 loss_class_dn: 0.389589 loss_bbox_dn: 0.151024 loss_giou_dn: 0.498430 loss_class_aux_dn: 0.863328 loss_bbox_aux_dn: 0.387876 loss_giou_aux_dn: 1.188218 loss: 10.198904 eta: 30 days, 7:16:51 batch_cost: 0.7458 data_cost: 0.0830 ips: 10.7269 images/s
[08/16 23:27:53] ppdet.engine INFO: Epoch: [3] [39600/54024] learning_rate: 0.000100 loss_class: 0.818932 loss_bbox: 0.154264 loss_giou: 0.612592 loss_class_aux: 2.546723 loss_bbox_aux: 0.517948 loss_giou_aux: 1.999688 loss_class_dn: 0.417107 loss_bbox_dn: 0.163511 loss_giou_dn: 0.524597 loss_class_aux_dn: 0.919400 loss_bbox_aux_dn: 0.410235 loss_giou_aux_dn: 1.232736 loss: 10.323038 eta: 30 days, 7:17:07 batch_cost: 0.7299 data_cost: 0.0671 ips: 10.9609 images/s
[08/16 23:30:17] ppdet.engine INFO: Epoch: [3] [39800/54024] learning_rate: 0.000100 loss_class: 0.800594 loss_bbox: 0.150625 loss_giou: 0.598897 loss_class_aux: 2.482569 loss_bbox_aux: 0.517460 loss_giou_aux: 1.915440 loss_class_dn: 0.402218 loss_bbox_dn: 0.161396 loss_giou_dn: 0.508408 loss_class_aux_dn: 0.891607 loss_bbox_aux_dn: 0.415315 loss_giou_aux_dn: 1.190960 loss: 10.310104 eta: 30 days, 7:11:11 batch_cost: 0.6828 data_cost: 0.0182 ips: 11.7172 images/s
[08/16 23:32:37] ppdet.engine INFO: Epoch: [3] [40000/54024] learning_rate: 0.000100 loss_class: 0.787407 loss_bbox: 0.143254 loss_giou: 0.561936 loss_class_aux: 2.468111 loss_bbox_aux: 0.479854 loss_giou_aux: 1.789241 loss_class_dn: 0.389313 loss_bbox_dn: 0.157090 loss_giou_dn: 0.479630 loss_class_aux_dn: 0.851014 loss_bbox_aux_dn: 0.396152 loss_giou_aux_dn: 1.132911 loss: 9.804529 eta: 30 days, 7:02:15 batch_cost: 0.6596 data_cost: 0.0288 ips: 12.1279 images/s
[08/16 23:34:59] ppdet.engine INFO: Epoch: [3] [40200/54024] learning_rate: 0.000100 loss_class: 0.816647 loss_bbox: 0.155831 loss_giou: 0.636090 loss_class_aux: 2.523729 loss_bbox_aux: 0.513124 loss_giou_aux: 2.029543 loss_class_dn: 0.414375 loss_bbox_dn: 0.156319 loss_giou_dn: 0.537114 loss_class_aux_dn: 0.914044 loss_bbox_aux_dn: 0.398328 loss_giou_aux_dn: 1.249465 loss: 10.586215 eta: 30 days, 6:54:37 batch_cost: 0.6694 data_cost: 0.0597 ips: 11.9518 images/s
[08/16 23:37:23] ppdet.engine INFO: Epoch: [3] [40400/54024] learning_rate: 0.000100 loss_class: 0.769155 loss_bbox: 0.149234 loss_giou: 0.575167 loss_class_aux: 2.372790 loss_bbox_aux: 0.514521 loss_giou_aux: 1.821031 loss_class_dn: 0.396520 loss_bbox_dn: 0.156218 loss_giou_dn: 0.497464 loss_class_aux_dn: 0.864598 loss_bbox_aux_dn: 0.391163 loss_giou_aux_dn: 1.173248 loss: 9.984302 eta: 30 days, 6:48:45 batch_cost: 0.6828 data_cost: 0.0210 ips: 11.7170 images/s
[08/16 23:39:44] ppdet.engine INFO: Epoch: [3] [40600/54024] learning_rate: 0.000100 loss_class: 0.772789 loss_bbox: 0.145509 loss_giou: 0.585723 loss_class_aux: 2.394163 loss_bbox_aux: 0.485264 loss_giou_aux: 1.909039 loss_class_dn: 0.389445 loss_bbox_dn: 0.151537 loss_giou_dn: 0.488740 loss_class_aux_dn: 0.867716 loss_bbox_aux_dn: 0.388213 loss_giou_aux_dn: 1.153861 loss: 9.865583 eta: 30 days, 6:40:34 batch_cost: 0.6648 data_cost: 0.0489 ips: 12.0343 images/s
[08/16 23:42:12] ppdet.engine INFO: Epoch: [3] [40800/54024] learning_rate: 0.000100 loss_class: 0.770218 loss_bbox: 0.139897 loss_giou: 0.569809 loss_class_aux: 2.404051 loss_bbox_aux: 0.473167 loss_giou_aux: 1.857697 loss_class_dn: 0.389793 loss_bbox_dn: 0.150640 loss_giou_dn: 0.490957 loss_class_aux_dn: 0.860574 loss_bbox_aux_dn: 0.386638 loss_giou_aux_dn: 1.140386 loss: 9.738416 eta: 30 days, 6:36:59 batch_cost: 0.7001 data_cost: 0.0952 ips: 11.4261 images/s
[08/16 23:44:28] ppdet.engine INFO: Epoch: [3] [41000/54024] learning_rate: 0.000100 loss_class: 0.797974 loss_bbox: 0.150279 loss_giou: 0.606294 loss_class_aux: 2.479349 loss_bbox_aux: 0.507020 loss_giou_aux: 1.917083 loss_class_dn: 0.399760 loss_bbox_dn: 0.166166 loss_giou_dn: 0.506960 loss_class_aux_dn: 0.882361 loss_bbox_aux_dn: 0.404214 loss_giou_aux_dn: 1.170107 loss: 10.195964 eta: 30 days, 6:26:15 batch_cost: 0.6448 data_cost: 0.0467 ips: 12.4062 images/s
[08/16 23:47:15] ppdet.engine INFO: Epoch: [3] [41200/54024] learning_rate: 0.000100 loss_class: 0.766578 loss_bbox: 0.153487 loss_giou: 0.602842 loss_class_aux: 2.380011 loss_bbox_aux: 0.520732 loss_giou_aux: 1.896807 loss_class_dn: 0.387502 loss_bbox_dn: 0.155716 loss_giou_dn: 0.490961 loss_class_aux_dn: 0.858568 loss_bbox_aux_dn: 0.394707 loss_giou_aux_dn: 1.124114 loss: 9.856215 eta: 30 days, 6:34:36 batch_cost: 0.7923 data_cost: 0.0326 ips: 10.0971 images/s
[08/16 23:49:57] ppdet.engine INFO: Epoch: [3] [41400/54024] learning_rate: 0.000100 loss_class: 0.784301 loss_bbox: 0.144831 loss_giou: 0.578629 loss_class_aux: 2.492244 loss_bbox_aux: 0.494639 loss_giou_aux: 1.834480 loss_class_dn: 0.395596 loss_bbox_dn: 0.164924 loss_giou_dn: 0.491037 loss_class_aux_dn: 0.880396 loss_bbox_aux_dn: 0.412272 loss_giou_aux_dn: 1.140056 loss: 10.004831 eta: 30 days, 6:40:34 batch_cost: 0.7743 data_cost: 0.0925 ips: 10.3318 images/s
[08/16 23:52:10] ppdet.engine INFO: Epoch: [3] [41600/54024] learning_rate: 0.000100 loss_class: 0.771478 loss_bbox: 0.141759 loss_giou: 0.620728 loss_class_aux: 2.390554 loss_bbox_aux: 0.483328 loss_giou_aux: 1.966518 loss_class_dn: 0.390918 loss_bbox_dn: 0.150857 loss_giou_dn: 0.529836 loss_class_aux_dn: 0.866184 loss_bbox_aux_dn: 0.386313 loss_giou_aux_dn: 1.222672 loss: 10.036454 eta: 30 days, 6:27:37 batch_cost: 0.6272 data_cost: 0.0167 ips: 12.7542 images/s
[08/16 23:54:42] ppdet.engine INFO: Epoch: [3] [41800/54024] learning_rate: 0.000100 loss_class: 0.775588 loss_bbox: 0.153730 loss_giou: 0.600059 loss_class_aux: 2.419570 loss_bbox_aux: 0.508559 loss_giou_aux: 1.919054 loss_class_dn: 0.393050 loss_bbox_dn: 0.164414 loss_giou_dn: 0.494964 loss_class_aux_dn: 0.866956 loss_bbox_aux_dn: 0.408670 loss_giou_aux_dn: 1.153166 loss: 9.920674 eta: 30 days, 6:26:56 batch_cost: 0.7227 data_cost: 0.0365 ips: 11.0700 images/s
[08/16 23:56:55] ppdet.engine INFO: Epoch: [3] [42000/54024] learning_rate: 0.000100 loss_class: 0.823859 loss_bbox: 0.152320 loss_giou: 0.592699 loss_class_aux: 2.570544 loss_bbox_aux: 0.509807 loss_giou_aux: 1.926192 loss_class_dn: 0.414386 loss_bbox_dn: 0.161987 loss_giou_dn: 0.507195 loss_class_aux_dn: 0.922298 loss_bbox_aux_dn: 0.413908 loss_giou_aux_dn: 1.199688 loss: 10.173340 eta: 30 days, 6:13:51 batch_cost: 0.6257 data_cost: 0.0355 ips: 12.7862 images/s
[08/16 23:59:25] ppdet.engine INFO: Epoch: [3] [42200/54024] learning_rate: 0.000100 loss_class: 0.780682 loss_bbox: 0.153806 loss_giou: 0.573829 loss_class_aux: 2.438016 loss_bbox_aux: 0.514197 loss_giou_aux: 1.849373 loss_class_dn: 0.386072 loss_bbox_dn: 0.165716 loss_giou_dn: 0.488267 loss_class_aux_dn: 0.866957 loss_bbox_aux_dn: 0.410866 loss_giou_aux_dn: 1.122187 loss: 9.770008 eta: 30 days, 6:11:36 batch_cost: 0.7103 data_cost: 0.0394 ips: 11.2623 images/s
[08/17 00:01:51] ppdet.engine INFO: Epoch: [3] [42400/54024] learning_rate: 0.000100 loss_class: 0.764941 loss_bbox: 0.139076 loss_giou: 0.570829 loss_class_aux: 2.376481 loss_bbox_aux: 0.470767 loss_giou_aux: 1.847364 loss_class_dn: 0.380427 loss_bbox_dn: 0.154518 loss_giou_dn: 0.478910 loss_class_aux_dn: 0.846277 loss_bbox_aux_dn: 0.381251 loss_giou_aux_dn: 1.121436 loss: 9.660101 eta: 30 days, 6:06:50 batch_cost: 0.6905 data_cost: 0.0307 ips: 11.5855 images/s
[08/17 00:04:12] ppdet.engine INFO: Epoch: [3] [42600/54024] learning_rate: 0.000100 loss_class: 0.791458 loss_bbox: 0.149073 loss_giou: 0.604308 loss_class_aux: 2.415303 loss_bbox_aux: 0.502353 loss_giou_aux: 1.919141 loss_class_dn: 0.393034 loss_bbox_dn: 0.155909 loss_giou_dn: 0.490123 loss_class_aux_dn: 0.868775 loss_bbox_aux_dn: 0.397673 loss_giou_aux_dn: 1.149482 loss: 9.873165 eta: 30 days, 5:59:08 batch_cost: 0.6673 data_cost: 0.0980 ips: 11.9886 images/s
[08/17 00:06:38] ppdet.engine INFO: Epoch: [3] [42800/54024] learning_rate: 0.000100 loss_class: 0.781340 loss_bbox: 0.140317 loss_giou: 0.550867 loss_class_aux: 2.453696 loss_bbox_aux: 0.472166 loss_giou_aux: 1.779227 loss_class_dn: 0.383587 loss_bbox_dn: 0.155835 loss_giou_dn: 0.480889 loss_class_aux_dn: 0.843610 loss_bbox_aux_dn: 0.393631 loss_giou_aux_dn: 1.134028 loss: 9.668764 eta: 30 days, 5:55:00 batch_cost: 0.6952 data_cost: 0.0542 ips: 11.5069 images/s
[08/17 00:09:21] ppdet.engine INFO: Epoch: [3] [43000/54024] learning_rate: 0.000100 loss_class: 0.774733 loss_bbox: 0.148868 loss_giou: 0.602251 loss_class_aux: 2.398953 loss_bbox_aux: 0.488990 loss_giou_aux: 1.931604 loss_class_dn: 0.388647 loss_bbox_dn: 0.161324 loss_giou_dn: 0.503388 loss_class_aux_dn: 0.863540 loss_bbox_aux_dn: 0.407978 loss_giou_aux_dn: 1.167584 loss: 9.839076 eta: 30 days, 6:00:57 batch_cost: 0.7750 data_cost: 0.0281 ips: 10.3232 images/s
[08/17 00:12:02] ppdet.engine INFO: Epoch: [3] [43200/54024] learning_rate: 0.000100 loss_class: 0.774587 loss_bbox: 0.147953 loss_giou: 0.577128 loss_class_aux: 2.405127 loss_bbox_aux: 0.492242 loss_giou_aux: 1.819533 loss_class_dn: 0.385539 loss_bbox_dn: 0.155646 loss_giou_dn: 0.485390 loss_class_aux_dn: 0.856902 loss_bbox_aux_dn: 0.400288 loss_giou_aux_dn: 1.135326 loss: 9.668892 eta: 30 days, 6:05:19 batch_cost: 0.7625 data_cost: 0.1042 ips: 10.4912 images/s
[08/17 00:14:36] ppdet.engine INFO: Epoch: [3] [43400/54024] learning_rate: 0.000100 loss_class: 0.772887 loss_bbox: 0.145610 loss_giou: 0.585426 loss_class_aux: 2.419563 loss_bbox_aux: 0.499543 loss_giou_aux: 1.887469 loss_class_dn: 0.386834 loss_bbox_dn: 0.152555 loss_giou_dn: 0.491671 loss_class_aux_dn: 0.855243 loss_bbox_aux_dn: 0.387782 loss_giou_aux_dn: 1.145484 loss: 9.963784 eta: 30 days, 6:05:58 batch_cost: 0.7335 data_cost: 0.0252 ips: 10.9073 images/s
[08/17 00:17:06] ppdet.engine INFO: Epoch: [3] [43600/54024] learning_rate: 0.000100 loss_class: 0.751939 loss_bbox: 0.144959 loss_giou: 0.563314 loss_class_aux: 2.331774 loss_bbox_aux: 0.488422 loss_giou_aux: 1.816226 loss_class_dn: 0.373180 loss_bbox_dn: 0.154083 loss_giou_dn: 0.493392 loss_class_aux_dn: 0.835180 loss_bbox_aux_dn: 0.395488 loss_giou_aux_dn: 1.133473 loss: 9.787102 eta: 30 days, 6:03:31 batch_cost: 0.7088 data_cost: 0.0997 ips: 11.2863 images/s
[08/17 00:19:45] ppdet.engine INFO: Epoch: [3] [43800/54024] learning_rate: 0.000100 loss_class: 0.770772 loss_bbox: 0.151670 loss_giou: 0.616894 loss_class_aux: 2.431564 loss_bbox_aux: 0.497544 loss_giou_aux: 1.970661 loss_class_dn: 0.396742 loss_bbox_dn: 0.155258 loss_giou_dn: 0.507885 loss_class_aux_dn: 0.888698 loss_bbox_aux_dn: 0.392331 loss_giou_aux_dn: 1.184465 loss: 10.318209 eta: 30 days, 6:06:55 batch_cost: 0.7554 data_cost: 0.0260 ips: 10.5910 images/s
[08/17 00:22:28] ppdet.engine INFO: Epoch: [3] [44000/54024] learning_rate: 0.000100 loss_class: 0.798761 loss_bbox: 0.150565 loss_giou: 0.587627 loss_class_aux: 2.492608 loss_bbox_aux: 0.488826 loss_giou_aux: 1.903999 loss_class_dn: 0.398406 loss_bbox_dn: 0.160096 loss_giou_dn: 0.506616 loss_class_aux_dn: 0.885625 loss_bbox_aux_dn: 0.397875 loss_giou_aux_dn: 1.168313 loss: 10.130232 eta: 30 days, 6:12:32 batch_cost: 0.7733 data_cost: 0.1118 ips: 10.3457 images/s
[08/17 00:25:03] ppdet.engine INFO: Epoch: [3] [44200/54024] learning_rate: 0.000100 loss_class: 0.776870 loss_bbox: 0.145177 loss_giou: 0.550009 loss_class_aux: 2.438985 loss_bbox_aux: 0.483462 loss_giou_aux: 1.761656 loss_class_dn: 0.379336 loss_bbox_dn: 0.159834 loss_giou_dn: 0.482420 loss_class_aux_dn: 0.830278 loss_bbox_aux_dn: 0.394948 loss_giou_aux_dn: 1.151323 loss: 9.698653 eta: 30 days, 6:14:08 batch_cost: 0.7415 data_cost: 0.0040 ips: 10.7888 images/s
[08/17 00:27:10] ppdet.engine INFO: Epoch: [3] [44400/54024] learning_rate: 0.000100 loss_class: 0.767893 loss_bbox: 0.145880 loss_giou: 0.544439 loss_class_aux: 2.389550 loss_bbox_aux: 0.478816 loss_giou_aux: 1.756806 loss_class_dn: 0.378888 loss_bbox_dn: 0.162393 loss_giou_dn: 0.467811 loss_class_aux_dn: 0.850376 loss_bbox_aux_dn: 0.401597 loss_giou_aux_dn: 1.092286 loss: 9.875638 eta: 30 days, 5:57:46 batch_cost: 0.5975 data_cost: 0.0198 ips: 13.3892 images/s
[08/17 00:29:44] ppdet.engine INFO: Epoch: [3] [44600/54024] learning_rate: 0.000100 loss_class: 0.796809 loss_bbox: 0.149491 loss_giou: 0.598525 loss_class_aux: 2.479737 loss_bbox_aux: 0.503936 loss_giou_aux: 1.904724 loss_class_dn: 0.410956 loss_bbox_dn: 0.156804 loss_giou_dn: 0.509044 loss_class_aux_dn: 0.901869 loss_bbox_aux_dn: 0.389138 loss_giou_aux_dn: 1.177288 loss: 10.202369 eta: 30 days, 5:57:39 batch_cost: 0.7277 data_cost: 0.1028 ips: 10.9933 images/s
[08/17 00:32:08] ppdet.engine INFO: Epoch: [3] [44800/54024] learning_rate: 0.000100 loss_class: 0.761782 loss_bbox: 0.147045 loss_giou: 0.607735 loss_class_aux: 2.442384 loss_bbox_aux: 0.478498 loss_giou_aux: 1.943587 loss_class_dn: 0.391038 loss_bbox_dn: 0.151137 loss_giou_dn: 0.504914 loss_class_aux_dn: 0.859923 loss_bbox_aux_dn: 0.373231 loss_giou_aux_dn: 1.169494 loss: 10.039262 eta: 30 days, 5:52:04 batch_cost: 0.6836 data_cost: 0.0407 ips: 11.7025 images/s
[08/17 00:34:57] ppdet.engine INFO: Epoch: [3] [45000/54024] learning_rate: 0.000100 loss_class: 0.782806 loss_bbox: 0.145604 loss_giou: 0.575137 loss_class_aux: 2.424322 loss_bbox_aux: 0.505776 loss_giou_aux: 1.847285 loss_class_dn: 0.387189 loss_bbox_dn: 0.160527 loss_giou_dn: 0.484801 loss_class_aux_dn: 0.865684 loss_bbox_aux_dn: 0.400948 loss_giou_aux_dn: 1.130425 loss: 9.910021 eta: 30 days, 6:01:45 batch_cost: 0.8068 data_cost: 0.0932 ips: 9.9162 images/s
[08/17 00:37:33] ppdet.engine INFO: Epoch: [3] [45200/54024] learning_rate: 0.000100 loss_class: 0.753529 loss_bbox: 0.144473 loss_giou: 0.587188 loss_class_aux: 2.358939 loss_bbox_aux: 0.481994 loss_giou_aux: 1.903483 loss_class_dn: 0.385638 loss_bbox_dn: 0.148679 loss_giou_dn: 0.498889 loss_class_aux_dn: 0.853514 loss_bbox_aux_dn: 0.371573 loss_giou_aux_dn: 1.154792 loss: 9.687274 eta: 30 days, 6:02:49 batch_cost: 0.7375 data_cost: 0.0994 ips: 10.8481 images/s
[08/17 00:39:51] ppdet.engine INFO: Epoch: [3] [45400/54024] learning_rate: 0.000100 loss_class: 0.765321 loss_bbox: 0.142018 loss_giou: 0.597954 loss_class_aux: 2.392943 loss_bbox_aux: 0.472578 loss_giou_aux: 1.910159 loss_class_dn: 0.377923 loss_bbox_dn: 0.155529 loss_giou_dn: 0.499699 loss_class_aux_dn: 0.850936 loss_bbox_aux_dn: 0.393167 loss_giou_aux_dn: 1.153304 loss: 9.837461 eta: 30 days, 5:53:12 batch_cost: 0.6511 data_cost: 0.0232 ips: 12.2875 images/s
[08/17 00:43:07] ppdet.engine INFO: Epoch: [3] [45600/54024] learning_rate: 0.000100 loss_class: 0.757356 loss_bbox: 0.148135 loss_giou: 0.606394 loss_class_aux: 2.367268 loss_bbox_aux: 0.496587 loss_giou_aux: 1.946041 loss_class_dn: 0.398654 loss_bbox_dn: 0.155092 loss_giou_dn: 0.511033 loss_class_aux_dn: 0.870802 loss_bbox_aux_dn: 0.395732 loss_giou_aux_dn: 1.191671 loss: 10.046936 eta: 30 days, 6:19:38 batch_cost: 0.9434 data_cost: 0.1108 ips: 8.4803 images/s
[08/17 00:45:53] ppdet.engine INFO: Epoch: [3] [45800/54024] learning_rate: 0.000100 loss_class: 0.776212 loss_bbox: 0.145467 loss_giou: 0.575646 loss_class_aux: 2.431102 loss_bbox_aux: 0.482895 loss_giou_aux: 1.838302 loss_class_dn: 0.383729 loss_bbox_dn: 0.153904 loss_giou_dn: 0.493350 loss_class_aux_dn: 0.857348 loss_bbox_aux_dn: 0.394134 loss_giou_aux_dn: 1.164593 loss: 9.657198 eta: 30 days, 6:27:33 batch_cost: 0.7938 data_cost: 0.1017 ips: 10.0777 images/s
[08/17 00:48:09] ppdet.engine INFO: Epoch: [3] [46000/54024] learning_rate: 0.000100 loss_class: 0.766246 loss_bbox: 0.136144 loss_giou: 0.537075 loss_class_aux: 2.417212 loss_bbox_aux: 0.452930 loss_giou_aux: 1.727011 loss_class_dn: 0.377744 loss_bbox_dn: 0.149395 loss_giou_dn: 0.471486 loss_class_aux_dn: 0.840516 loss_bbox_aux_dn: 0.382382 loss_giou_aux_dn: 1.115179 loss: 9.498159 eta: 30 days, 6:16:10 batch_cost: 0.6368 data_cost: 0.0584 ips: 12.5633 images/s
[08/17 00:50:41] ppdet.engine INFO: Epoch: [3] [46200/54024] learning_rate: 0.000100 loss_class: 0.763382 loss_bbox: 0.145424 loss_giou: 0.581967 loss_class_aux: 2.359870 loss_bbox_aux: 0.491943 loss_giou_aux: 1.872162 loss_class_dn: 0.384807 loss_bbox_dn: 0.153724 loss_giou_dn: 0.500969 loss_class_aux_dn: 0.849980 loss_bbox_aux_dn: 0.394096 loss_giou_aux_dn: 1.166648 loss: 9.729342 eta: 30 days, 6:15:24 batch_cost: 0.7234 data_cost: 0.0028 ips: 11.0595 images/s
[08/17 00:53:37] ppdet.engine INFO: Epoch: [3] [46400/54024] learning_rate: 0.000100 loss_class: 0.770505 loss_bbox: 0.148594 loss_giou: 0.597679 loss_class_aux: 2.421247 loss_bbox_aux: 0.499005 loss_giou_aux: 1.886503 loss_class_dn: 0.396260 loss_bbox_dn: 0.153203 loss_giou_dn: 0.505361 loss_class_aux_dn: 0.869832 loss_bbox_aux_dn: 0.394835 loss_giou_aux_dn: 1.188401 loss: 10.047282 eta: 30 days, 6:29:03 batch_cost: 0.8412 data_cost: 0.0791 ips: 9.5098 images/s
[08/17 00:56:22] ppdet.engine INFO: Epoch: [3] [46600/54024] learning_rate: 0.000100 loss_class: 0.781458 loss_bbox: 0.155326 loss_giou: 0.625030 loss_class_aux: 2.447440 loss_bbox_aux: 0.512827 loss_giou_aux: 1.993701 loss_class_dn: 0.399847 loss_bbox_dn: 0.156781 loss_giou_dn: 0.521765 loss_class_aux_dn: 0.885597 loss_bbox_aux_dn: 0.389862 loss_giou_aux_dn: 1.218349 loss: 10.258996 eta: 30 days, 6:36:01 batch_cost: 0.7869 data_cost: 0.0372 ips: 10.1662 images/s
[08/17 00:59:07] ppdet.engine INFO: Epoch: [3] [46800/54024] learning_rate: 0.000100 loss_class: 0.786196 loss_bbox: 0.150655 loss_giou: 0.599488 loss_class_aux: 2.451003 loss_bbox_aux: 0.499995 loss_giou_aux: 1.921432 loss_class_dn: 0.401841 loss_bbox_dn: 0.145028 loss_giou_dn: 0.508321 loss_class_aux_dn: 0.888585 loss_bbox_aux_dn: 0.372225 loss_giou_aux_dn: 1.183122 loss: 10.061301 eta: 30 days, 6:43:18 batch_cost: 0.7900 data_cost: 0.0441 ips: 10.1264 images/s
[08/17 01:02:00] ppdet.engine INFO: Epoch: [3] [47000/54024] learning_rate: 0.000100 loss_class: 0.785408 loss_bbox: 0.142616 loss_giou: 0.601609 loss_class_aux: 2.466797 loss_bbox_aux: 0.483735 loss_giou_aux: 1.913334 loss_class_dn: 0.392174 loss_bbox_dn: 0.154315 loss_giou_dn: 0.500172 loss_class_aux_dn: 0.870951 loss_bbox_aux_dn: 0.398052 loss_giou_aux_dn: 1.170485 loss: 10.041353 eta: 30 days, 6:54:40 batch_cost: 0.8239 data_cost: 0.0573 ips: 9.7102 images/s
[08/17 01:04:29] ppdet.engine INFO: Epoch: [3] [47200/54024] learning_rate: 0.000100 loss_class: 0.766861 loss_bbox: 0.150055 loss_giou: 0.590404 loss_class_aux: 2.393335 loss_bbox_aux: 0.501148 loss_giou_aux: 1.909604 loss_class_dn: 0.393883 loss_bbox_dn: 0.157372 loss_giou_dn: 0.497746 loss_class_aux_dn: 0.869776 loss_bbox_aux_dn: 0.391851 loss_giou_aux_dn: 1.175677 loss: 9.941277 eta: 30 days, 6:51:46 batch_cost: 0.7066 data_cost: 0.0384 ips: 11.3222 images/s
[08/17 01:06:56] ppdet.engine INFO: Epoch: [3] [47400/54024] learning_rate: 0.000100 loss_class: 0.753248 loss_bbox: 0.146979 loss_giou: 0.582662 loss_class_aux: 2.368695 loss_bbox_aux: 0.484919 loss_giou_aux: 1.865661 loss_class_dn: 0.381763 loss_bbox_dn: 0.149192 loss_giou_dn: 0.498141 loss_class_aux_dn: 0.848742 loss_bbox_aux_dn: 0.387482 loss_giou_aux_dn: 1.171279 loss: 9.751723 eta: 30 days, 6:47:40 batch_cost: 0.6967 data_cost: 0.0444 ips: 11.4829 images/s
[08/17 01:09:25] ppdet.engine INFO: Epoch: [3] [47600/54024] learning_rate: 0.000100 loss_class: 0.799461 loss_bbox: 0.152992 loss_giou: 0.604257 loss_class_aux: 2.481372 loss_bbox_aux: 0.517128 loss_giou_aux: 1.917543 loss_class_dn: 0.398244 loss_bbox_dn: 0.156366 loss_giou_dn: 0.512121 loss_class_aux_dn: 0.893001 loss_bbox_aux_dn: 0.398494 loss_giou_aux_dn: 1.206141 loss: 10.178530 eta: 30 days, 6:45:15 batch_cost: 0.7105 data_cost: 0.0431 ips: 11.2600 images/s
[08/17 01:12:14] ppdet.engine INFO: Epoch: [3] [47800/54024] learning_rate: 0.000100 loss_class: 0.794578 loss_bbox: 0.147287 loss_giou: 0.583241 loss_class_aux: 2.453307 loss_bbox_aux: 0.493070 loss_giou_aux: 1.868113 loss_class_dn: 0.386845 loss_bbox_dn: 0.157829 loss_giou_dn: 0.493158 loss_class_aux_dn: 0.856532 loss_bbox_aux_dn: 0.403259 loss_giou_aux_dn: 1.170863 loss: 9.883116 eta: 30 days, 6:54:20 batch_cost: 0.8060 data_cost: 0.0147 ips: 9.9251 images/s
[08/17 01:14:29] ppdet.engine INFO: Epoch: [3] [48000/54024] learning_rate: 0.000100 loss_class: 0.778925 loss_bbox: 0.149451 loss_giou: 0.569507 loss_class_aux: 2.456325 loss_bbox_aux: 0.500842 loss_giou_aux: 1.827993 loss_class_dn: 0.387433 loss_bbox_dn: 0.164372 loss_giou_dn: 0.485926 loss_class_aux_dn: 0.865094 loss_bbox_aux_dn: 0.424557 loss_giou_aux_dn: 1.148106 loss: 9.893717 eta: 30 days, 6:42:52 batch_cost: 0.6355 data_cost: 0.0738 ips: 12.5892 images/s
[08/17 01:17:03] ppdet.engine INFO: Epoch: [3] [48200/54024] learning_rate: 0.000100 loss_class: 0.774695 loss_bbox: 0.152455 loss_giou: 0.623559 loss_class_aux: 2.455670 loss_bbox_aux: 0.510639 loss_giou_aux: 2.005099 loss_class_dn: 0.402795 loss_bbox_dn: 0.153592 loss_giou_dn: 0.523648 loss_class_aux_dn: 0.897161 loss_bbox_aux_dn: 0.387196 loss_giou_aux_dn: 1.226813 loss: 10.217347 eta: 30 days, 6:42:37 batch_cost: 0.7286 data_cost: 0.0565 ips: 10.9792 images/s
[08/17 01:19:30] ppdet.engine INFO: Epoch: [3] [48400/54024] learning_rate: 0.000100 loss_class: 0.775927 loss_bbox: 0.147373 loss_giou: 0.579189 loss_class_aux: 2.425392 loss_bbox_aux: 0.490119 loss_giou_aux: 1.862903 loss_class_dn: 0.400897 loss_bbox_dn: 0.156478 loss_giou_dn: 0.501292 loss_class_aux_dn: 0.872158 loss_bbox_aux_dn: 0.404735 loss_giou_aux_dn: 1.186486 loss: 10.125038 eta: 30 days, 6:38:11 batch_cost: 0.6938 data_cost: 0.0482 ips: 11.5310 images/s
[08/17 01:21:45] ppdet.engine INFO: Epoch: [3] [48600/54024] learning_rate: 0.000100 loss_class: 0.783775 loss_bbox: 0.149934 loss_giou: 0.573227 loss_class_aux: 2.442225 loss_bbox_aux: 0.498113 loss_giou_aux: 1.836154 loss_class_dn: 0.387189 loss_bbox_dn: 0.159225 loss_giou_dn: 0.498271 loss_class_aux_dn: 0.858715 loss_bbox_aux_dn: 0.400657 loss_giou_aux_dn: 1.166759 loss: 9.750792 eta: 30 days, 6:26:58 batch_cost: 0.6370 data_cost: 0.0406 ips: 12.5580 images/s
[08/17 01:24:17] ppdet.engine INFO: Epoch: [3] [48800/54024] learning_rate: 0.000100 loss_class: 0.746333 loss_bbox: 0.146211 loss_giou: 0.590388 loss_class_aux: 2.306201 loss_bbox_aux: 0.483582 loss_giou_aux: 1.866185 loss_class_dn: 0.383653 loss_bbox_dn: 0.151090 loss_giou_dn: 0.488403 loss_class_aux_dn: 0.847444 loss_bbox_aux_dn: 0.380649 loss_giou_aux_dn: 1.154273 loss: 9.811349 eta: 30 days, 6:25:53 batch_cost: 0.7216 data_cost: 0.0349 ips: 11.0864 images/s
[08/17 01:26:54] ppdet.engine INFO: Epoch: [3] [49000/54024] learning_rate: 0.000100 loss_class: 0.798837 loss_bbox: 0.147291 loss_giou: 0.595950 loss_class_aux: 2.495321 loss_bbox_aux: 0.486610 loss_giou_aux: 1.883200 loss_class_dn: 0.401090 loss_bbox_dn: 0.157436 loss_giou_dn: 0.509250 loss_class_aux_dn: 0.882074 loss_bbox_aux_dn: 0.391210 loss_giou_aux_dn: 1.167706 loss: 10.186771 eta: 30 days, 6:27:51 batch_cost: 0.7473 data_cost: 0.0960 ips: 10.7053 images/s
[08/17 01:29:25] ppdet.engine INFO: Epoch: [3] [49200/54024] learning_rate: 0.000100 loss_class: 0.790876 loss_bbox: 0.142554 loss_giou: 0.585476 loss_class_aux: 2.443627 loss_bbox_aux: 0.480235 loss_giou_aux: 1.882299 loss_class_dn: 0.385144 loss_bbox_dn: 0.150755 loss_giou_dn: 0.486086 loss_class_aux_dn: 0.853335 loss_bbox_aux_dn: 0.378864 loss_giou_aux_dn: 1.123480 loss: 9.680608 eta: 30 days, 6:26:16 batch_cost: 0.7176 data_cost: 0.0733 ips: 11.1489 images/s
[08/17 01:31:54] ppdet.engine INFO: Epoch: [3] [49400/54024] learning_rate: 0.000100 loss_class: 0.778695 loss_bbox: 0.146433 loss_giou: 0.553726 loss_class_aux: 2.393756 loss_bbox_aux: 0.486610 loss_giou_aux: 1.782614 loss_class_dn: 0.379184 loss_bbox_dn: 0.158980 loss_giou_dn: 0.473044 loss_class_aux_dn: 0.842175 loss_bbox_aux_dn: 0.395776 loss_giou_aux_dn: 1.110014 loss: 9.637671 eta: 30 days, 6:22:57 batch_cost: 0.7029 data_cost: 0.0417 ips: 11.3809 images/s
[08/17 01:34:13] ppdet.engine INFO: Epoch: [3] [49600/54024] learning_rate: 0.000100 loss_class: 0.796847 loss_bbox: 0.156963 loss_giou: 0.612972 loss_class_aux: 2.497941 loss_bbox_aux: 0.523429 loss_giou_aux: 1.987848 loss_class_dn: 0.403973 loss_bbox_dn: 0.167780 loss_giou_dn: 0.524183 loss_class_aux_dn: 0.892745 loss_bbox_aux_dn: 0.408053 loss_giou_aux_dn: 1.223533 loss: 10.426165 eta: 30 days, 6:14:44 batch_cost: 0.6615 data_cost: 0.0406 ips: 12.0939 images/s
[08/17 01:36:49] ppdet.engine INFO: Epoch: [3] [49800/54024] learning_rate: 0.000100 loss_class: 0.748175 loss_bbox: 0.143700 loss_giou: 0.570673 loss_class_aux: 2.339570 loss_bbox_aux: 0.474818 loss_giou_aux: 1.824023 loss_class_dn: 0.383394 loss_bbox_dn: 0.144666 loss_giou_dn: 0.483378 loss_class_aux_dn: 0.857959 loss_bbox_aux_dn: 0.368781 loss_giou_aux_dn: 1.129738 loss: 9.612086 eta: 30 days, 6:15:43 batch_cost: 0.7392 data_cost: 0.0351 ips: 10.8220 images/s
[08/17 01:39:28] ppdet.engine INFO: Epoch: [3] [50000/54024] learning_rate: 0.000100 loss_class: 0.781522 loss_bbox: 0.148524 loss_giou: 0.604003 loss_class_aux: 2.441988 loss_bbox_aux: 0.487568 loss_giou_aux: 1.930512 loss_class_dn: 0.398398 loss_bbox_dn: 0.159519 loss_giou_dn: 0.503702 loss_class_aux_dn: 0.888308 loss_bbox_aux_dn: 0.406198 loss_giou_aux_dn: 1.170618 loss: 9.966290 eta: 30 days, 6:18:45 batch_cost: 0.7567 data_cost: 0.0486 ips: 10.5721 images/s
[08/17 01:42:09] ppdet.engine INFO: Epoch: [3] [50200/54024] learning_rate: 0.000100 loss_class: 0.773684 loss_bbox: 0.146162 loss_giou: 0.574651 loss_class_aux: 2.382760 loss_bbox_aux: 0.494295 loss_giou_aux: 1.855619 loss_class_dn: 0.396667 loss_bbox_dn: 0.153216 loss_giou_dn: 0.492077 loss_class_aux_dn: 0.864316 loss_bbox_aux_dn: 0.386458 loss_giou_aux_dn: 1.152544 loss: 9.909067 eta: 30 days, 6:22:43 batch_cost: 0.7649 data_cost: 0.0846 ips: 10.4591 images/s
[08/17 01:45:16] ppdet.engine INFO: Epoch: [3] [50400/54024] learning_rate: 0.000100 loss_class: 0.734159 loss_bbox: 0.148361 loss_giou: 0.595840 loss_class_aux: 2.333312 loss_bbox_aux: 0.506754 loss_giou_aux: 1.895776 loss_class_dn: 0.391518 loss_bbox_dn: 0.159840 loss_giou_dn: 0.496734 loss_class_aux_dn: 0.869673 loss_bbox_aux_dn: 0.405568 loss_giou_aux_dn: 1.148632 loss: 9.830018 eta: 30 days, 6:42:39 batch_cost: 0.9010 data_cost: 0.0951 ips: 8.8786 images/s
[08/17 01:47:47] ppdet.engine INFO: Epoch: [3] [50600/54024] learning_rate: 0.000100 loss_class: 0.785047 loss_bbox: 0.142210 loss_giou: 0.564995 loss_class_aux: 2.398933 loss_bbox_aux: 0.473727 loss_giou_aux: 1.794519 loss_class_dn: 0.384846 loss_bbox_dn: 0.157877 loss_giou_dn: 0.482864 loss_class_aux_dn: 0.845456 loss_bbox_aux_dn: 0.391199 loss_giou_aux_dn: 1.139338 loss: 9.746713 eta: 30 days, 6:40:49 batch_cost: 0.7161 data_cost: 0.1123 ips: 11.1709 images/s
[08/17 01:50:12] ppdet.engine INFO: Epoch: [3] [50800/54024] learning_rate: 0.000100 loss_class: 0.784327 loss_bbox: 0.147683 loss_giou: 0.605982 loss_class_aux: 2.385146 loss_bbox_aux: 0.493889 loss_giou_aux: 1.926148 loss_class_dn: 0.401891 loss_bbox_dn: 0.155675 loss_giou_dn: 0.504664 loss_class_aux_dn: 0.888053 loss_bbox_aux_dn: 0.397432 loss_giou_aux_dn: 1.207845 loss: 10.286871 eta: 30 days, 6:35:06 batch_cost: 0.6827 data_cost: 0.0513 ips: 11.7174 images/s
[08/17 01:52:36] ppdet.engine INFO: Epoch: [3] [51000/54024] learning_rate: 0.000100 loss_class: 0.777775 loss_bbox: 0.146507 loss_giou: 0.580090 loss_class_aux: 2.381878 loss_bbox_aux: 0.482823 loss_giou_aux: 1.896669 loss_class_dn: 0.383024 loss_bbox_dn: 0.156911 loss_giou_dn: 0.510584 loss_class_aux_dn: 0.855375 loss_bbox_aux_dn: 0.407182 loss_giou_aux_dn: 1.172726 loss: 9.800371 eta: 30 days, 6:29:26 batch_cost: 0.6832 data_cost: 0.0791 ips: 11.7089 images/s
[08/17 01:55:06] ppdet.engine INFO: Epoch: [3] [51200/54024] learning_rate: 0.000100 loss_class: 0.767190 loss_bbox: 0.148160 loss_giou: 0.586285 loss_class_aux: 2.425631 loss_bbox_aux: 0.495731 loss_giou_aux: 1.890385 loss_class_dn: 0.394944 loss_bbox_dn: 0.153186 loss_giou_dn: 0.496635 loss_class_aux_dn: 0.873434 loss_bbox_aux_dn: 0.387900 loss_giou_aux_dn: 1.142705 loss: 9.869280 eta: 30 days, 6:26:53 batch_cost: 0.7098 data_cost: 0.0677 ips: 11.2710 images/s
[08/17 01:57:28] ppdet.engine INFO: Epoch: [3] [51400/54024] learning_rate: 0.000100 loss_class: 0.763248 loss_bbox: 0.141993 loss_giou: 0.603436 loss_class_aux: 2.393443 loss_bbox_aux: 0.486943 loss_giou_aux: 1.899412 loss_class_dn: 0.397165 loss_bbox_dn: 0.155793 loss_giou_dn: 0.497542 loss_class_aux_dn: 0.865381 loss_bbox_aux_dn: 0.389099 loss_giou_aux_dn: 1.169462 loss: 9.914602 eta: 30 days, 6:20:16 batch_cost: 0.6748 data_cost: 0.0460 ips: 11.8557 images/s
[08/17 01:59:59] ppdet.engine INFO: Epoch: [3] [51600/54024] learning_rate: 0.000100 loss_class: 0.779444 loss_bbox: 0.138040 loss_giou: 0.638291 loss_class_aux: 2.414340 loss_bbox_aux: 0.453718 loss_giou_aux: 2.066587 loss_class_dn: 0.400195 loss_bbox_dn: 0.140078 loss_giou_dn: 0.516270 loss_class_aux_dn: 0.871857 loss_bbox_aux_dn: 0.360330 loss_giou_aux_dn: 1.213816 loss: 10.016669 eta: 30 days, 6:18:26 batch_cost: 0.7160 data_cost: 0.0850 ips: 11.1738 images/s
[08/17 02:02:27] ppdet.engine INFO: Epoch: [3] [51800/54024] learning_rate: 0.000100 loss_class: 0.775197 loss_bbox: 0.144109 loss_giou: 0.565404 loss_class_aux: 2.413304 loss_bbox_aux: 0.486687 loss_giou_aux: 1.835605 loss_class_dn: 0.382680 loss_bbox_dn: 0.155950 loss_giou_dn: 0.485540 loss_class_aux_dn: 0.857964 loss_bbox_aux_dn: 0.394634 loss_giou_aux_dn: 1.148701 loss: 9.658601 eta: 30 days, 6:14:54 batch_cost: 0.7012 data_cost: 0.0843 ips: 11.4092 images/s
[08/17 02:04:48] ppdet.engine INFO: Epoch: [3] [52000/54024] learning_rate: 0.000100 loss_class: 0.773040 loss_bbox: 0.153168 loss_giou: 0.615699 loss_class_aux: 2.464586 loss_bbox_aux: 0.504166 loss_giou_aux: 1.947401 loss_class_dn: 0.405701 loss_bbox_dn: 0.154582 loss_giou_dn: 0.509823 loss_class_aux_dn: 0.893735 loss_bbox_aux_dn: 0.391891 loss_giou_aux_dn: 1.187067 loss: 10.461157 eta: 30 days, 6:06:50 batch_cost: 0.6620 data_cost: 0.0080 ips: 12.0847 images/s
[08/17 02:07:15] ppdet.engine INFO: Epoch: [3] [52200/54024] learning_rate: 0.000100 loss_class: 0.785121 loss_bbox: 0.144558 loss_giou: 0.575746 loss_class_aux: 2.443626 loss_bbox_aux: 0.482800 loss_giou_aux: 1.817434 loss_class_dn: 0.383996 loss_bbox_dn: 0.151517 loss_giou_dn: 0.472290 loss_class_aux_dn: 0.861504 loss_bbox_aux_dn: 0.392054 loss_giou_aux_dn: 1.125098 loss: 9.792106 eta: 30 days, 6:02:39 batch_cost: 0.6954 data_cost: 0.0964 ips: 11.5046 images/s
[08/17 02:09:49] ppdet.engine INFO: Epoch: [3] [52400/54024] learning_rate: 0.000100 loss_class: 0.784710 loss_bbox: 0.148869 loss_giou: 0.578630 loss_class_aux: 2.433683 loss_bbox_aux: 0.507338 loss_giou_aux: 1.847511 loss_class_dn: 0.391464 loss_bbox_dn: 0.154302 loss_giou_dn: 0.492723 loss_class_aux_dn: 0.875193 loss_bbox_aux_dn: 0.401390 loss_giou_aux_dn: 1.159583 loss: 10.055410 eta: 30 days, 6:02:52 batch_cost: 0.7336 data_cost: 0.1144 ips: 10.9050 images/s
[08/17 02:12:21] ppdet.engine INFO: Epoch: [3] [52600/54024] learning_rate: 0.000100 loss_class: 0.764160 loss_bbox: 0.140597 loss_giou: 0.551598 loss_class_aux: 2.388492 loss_bbox_aux: 0.472387 loss_giou_aux: 1.778135 loss_class_dn: 0.380485 loss_bbox_dn: 0.150693 loss_giou_dn: 0.485622 loss_class_aux_dn: 0.856561 loss_bbox_aux_dn: 0.389246 loss_giou_aux_dn: 1.113923 loss: 9.765576 eta: 30 days, 6:01:49 batch_cost: 0.7227 data_cost: 0.0404 ips: 11.0694 images/s
[08/17 02:14:47] ppdet.engine INFO: Epoch: [3] [52800/54024] learning_rate: 0.000100 loss_class: 0.793481 loss_bbox: 0.144531 loss_giou: 0.552031 loss_class_aux: 2.502369 loss_bbox_aux: 0.493969 loss_giou_aux: 1.749995 loss_class_dn: 0.391582 loss_bbox_dn: 0.162505 loss_giou_dn: 0.480622 loss_class_aux_dn: 0.870392 loss_bbox_aux_dn: 0.408544 loss_giou_aux_dn: 1.118710 loss: 9.794779 eta: 30 days, 5:57:02 batch_cost: 0.6902 data_cost: 0.0132 ips: 11.5905 images/s
[08/17 02:17:16] ppdet.engine INFO: Epoch: [3] [53000/54024] learning_rate: 0.000100 loss_class: 0.769554 loss_bbox: 0.145325 loss_giou: 0.549705 loss_class_aux: 2.395542 loss_bbox_aux: 0.490129 loss_giou_aux: 1.719927 loss_class_dn: 0.379687 loss_bbox_dn: 0.158041 loss_giou_dn: 0.460795 loss_class_aux_dn: 0.848732 loss_bbox_aux_dn: 0.400212 loss_giou_aux_dn: 1.097441 loss: 9.535258 eta: 30 days, 5:53:54 batch_cost: 0.7045 data_cost: 0.0097 ips: 11.3552 images/s
[08/17 02:19:53] ppdet.engine INFO: Epoch: [3] [53200/54024] learning_rate: 0.000100 loss_class: 0.803354 loss_bbox: 0.154779 loss_giou: 0.598066 loss_class_aux: 2.502889 loss_bbox_aux: 0.521134 loss_giou_aux: 1.893592 loss_class_dn: 0.399252 loss_bbox_dn: 0.159231 loss_giou_dn: 0.504979 loss_class_aux_dn: 0.886905 loss_bbox_aux_dn: 0.405920 loss_giou_aux_dn: 1.177845 loss: 10.121962 eta: 30 days, 5:55:44 batch_cost: 0.7479 data_cost: 0.0040 ips: 10.6971 images/s
[08/17 02:22:07] ppdet.engine INFO: Epoch: [3] [53400/54024] learning_rate: 0.000100 loss_class: 0.770613 loss_bbox: 0.148759 loss_giou: 0.617145 loss_class_aux: 2.390788 loss_bbox_aux: 0.496188 loss_giou_aux: 1.951816 loss_class_dn: 0.393814 loss_bbox_dn: 0.151969 loss_giou_dn: 0.512953 loss_class_aux_dn: 0.866841 loss_bbox_aux_dn: 0.385944 loss_giou_aux_dn: 1.194560 loss: 10.027738 eta: 30 days, 5:44:25 batch_cost: 0.6327 data_cost: 0.0009 ips: 12.6434 images/s
[08/17 02:24:47] ppdet.engine INFO: Epoch: [3] [53600/54024] learning_rate: 0.000100 loss_class: 0.810102 loss_bbox: 0.142965 loss_giou: 0.627856 loss_class_aux: 2.475244 loss_bbox_aux: 0.489942 loss_giou_aux: 2.000291 loss_class_dn: 0.397228 loss_bbox_dn: 0.150890 loss_giou_dn: 0.516379 loss_class_aux_dn: 0.877035 loss_bbox_aux_dn: 0.385540 loss_giou_aux_dn: 1.213453 loss: 10.176976 eta: 30 days, 5:47:13 batch_cost: 0.7565 data_cost: 0.1085 ips: 10.5752 images/s
[08/17 02:27:15] ppdet.engine INFO: Epoch: [3] [53800/54024] learning_rate: 0.000100 loss_class: 0.759895 loss_bbox: 0.137740 loss_giou: 0.553071 loss_class_aux: 2.384484 loss_bbox_aux: 0.464002 loss_giou_aux: 1.786124 loss_class_dn: 0.386883 loss_bbox_dn: 0.150010 loss_giou_dn: 0.469760 loss_class_aux_dn: 0.866883 loss_bbox_aux_dn: 0.390748 loss_giou_aux_dn: 1.107344 loss: 9.727822 eta: 30 days, 5:44:33 batch_cost: 0.7087 data_cost: 0.0556 ips: 11.2888 images/s
[08/17 02:29:43] ppdet.engine INFO: Epoch: [3] [54000/54024] learning_rate: 0.000100 loss_class: 0.804804 loss_bbox: 0.149641 loss_giou: 0.603886 loss_class_aux: 2.537551 loss_bbox_aux: 0.498808 loss_giou_aux: 1.958580 loss_class_dn: 0.410276 loss_bbox_dn: 0.154892 loss_giou_dn: 0.503758 loss_class_aux_dn: 0.911225 loss_bbox_aux_dn: 0.396117 loss_giou_aux_dn: 1.173334 loss: 10.293385 eta: 30 days, 5:40:33 batch_cost: 0.6967 data_cost: 0.0348 ips: 11.4826 images/s
[08/17 02:30:11] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
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[08/17 03:01:30] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=5.90s)
creating index...
index created!
[08/17 03:01:37] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=247.92s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=2392.21s).
Accumulating evaluation results...
DONE (t=840.99s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.185
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.258
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.200
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.083
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.176
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.253
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.213
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.406
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.436
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.228
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.425
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.577
[08/17 04:01:16] ppdet.engine INFO: Total sample number: 80000, average FPS: 50.86347214645454
[08/17 04:01:16] ppdet.engine INFO: Best test bbox ap is 0.185.
[08/17 04:01:18] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
[08/17 04:01:28] ppdet.engine INFO: Epoch: [4] [    0/54024] learning_rate: 0.000100 loss_class: 0.804804 loss_bbox: 0.147862 loss_giou: 0.598263 loss_class_aux: 2.530691 loss_bbox_aux: 0.493041 loss_giou_aux: 1.920880 loss_class_dn: 0.401536 loss_bbox_dn: 0.157161 loss_giou_dn: 0.495853 loss_class_aux_dn: 0.896070 loss_bbox_aux_dn: 0.391500 loss_giou_aux_dn: 1.169885 loss: 10.232632 eta: 30 days, 5:42:03 batch_cost: 0.6833 data_cost: 0.0530 ips: 11.7075 images/s
[08/17 04:04:16] ppdet.engine INFO: Epoch: [4] [  200/54024] learning_rate: 0.000100 loss_class: 0.773520 loss_bbox: 0.148910 loss_giou: 0.597574 loss_class_aux: 2.403450 loss_bbox_aux: 0.502343 loss_giou_aux: 1.923572 loss_class_dn: 0.387957 loss_bbox_dn: 0.164927 loss_giou_dn: 0.503388 loss_class_aux_dn: 0.855611 loss_bbox_aux_dn: 0.406167 loss_giou_aux_dn: 1.170945 loss: 9.835986 eta: 30 days, 5:49:59 batch_cost: 0.8022 data_cost: 0.1426 ips: 9.9731 images/s
[08/17 04:06:34] ppdet.engine INFO: Epoch: [4] [  400/54024] learning_rate: 0.000100 loss_class: 0.806877 loss_bbox: 0.158832 loss_giou: 0.617450 loss_class_aux: 2.535656 loss_bbox_aux: 0.536056 loss_giou_aux: 1.946530 loss_class_dn: 0.404272 loss_bbox_dn: 0.162152 loss_giou_dn: 0.521214 loss_class_aux_dn: 0.905651 loss_bbox_aux_dn: 0.416505 loss_giou_aux_dn: 1.229150 loss: 10.234039 eta: 30 days, 5:40:35 batch_cost: 0.6491 data_cost: 0.0081 ips: 12.3242 images/s
[08/17 04:08:56] ppdet.engine INFO: Epoch: [4] [  600/54024] learning_rate: 0.000100 loss_class: 0.785277 loss_bbox: 0.151345 loss_giou: 0.588559 loss_class_aux: 2.499114 loss_bbox_aux: 0.505798 loss_giou_aux: 1.867616 loss_class_dn: 0.401241 loss_bbox_dn: 0.155279 loss_giou_dn: 0.491235 loss_class_aux_dn: 0.882594 loss_bbox_aux_dn: 0.399479 loss_giou_aux_dn: 1.156363 loss: 10.151586 eta: 30 days, 5:33:49 batch_cost: 0.6722 data_cost: 0.0087 ips: 11.9010 images/s
[08/17 04:11:07] ppdet.engine INFO: Epoch: [4] [  800/54024] learning_rate: 0.000100 loss_class: 0.759915 loss_bbox: 0.149101 loss_giou: 0.611735 loss_class_aux: 2.385621 loss_bbox_aux: 0.487906 loss_giou_aux: 1.983761 loss_class_dn: 0.383379 loss_bbox_dn: 0.152038 loss_giou_dn: 0.507953 loss_class_aux_dn: 0.852375 loss_bbox_aux_dn: 0.376776 loss_giou_aux_dn: 1.169172 loss: 9.962659 eta: 30 days, 5:20:59 batch_cost: 0.6181 data_cost: 0.0116 ips: 12.9423 images/s
[08/17 04:13:43] ppdet.engine INFO: Epoch: [4] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.797352 loss_bbox: 0.144976 loss_giou: 0.613778 loss_class_aux: 2.480383 loss_bbox_aux: 0.485698 loss_giou_aux: 1.985498 loss_class_dn: 0.395094 loss_bbox_dn: 0.154922 loss_giou_dn: 0.517270 loss_class_aux_dn: 0.872252 loss_bbox_aux_dn: 0.389355 loss_giou_aux_dn: 1.204862 loss: 10.036358 eta: 30 days, 5:22:07 batch_cost: 0.7421 data_cost: 0.0308 ips: 10.7804 images/s
[08/17 04:16:33] ppdet.engine INFO: Epoch: [4] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.781846 loss_bbox: 0.148616 loss_giou: 0.608939 loss_class_aux: 2.443904 loss_bbox_aux: 0.487817 loss_giou_aux: 1.931030 loss_class_dn: 0.391622 loss_bbox_dn: 0.152295 loss_giou_dn: 0.498581 loss_class_aux_dn: 0.880081 loss_bbox_aux_dn: 0.390659 loss_giou_aux_dn: 1.167075 loss: 9.860764 eta: 30 days, 5:30:47 batch_cost: 0.8095 data_cost: 0.0008 ips: 9.8829 images/s
[08/17 04:19:01] ppdet.engine INFO: Epoch: [4] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.762623 loss_bbox: 0.149472 loss_giou: 0.570936 loss_class_aux: 2.343423 loss_bbox_aux: 0.500772 loss_giou_aux: 1.821353 loss_class_dn: 0.381516 loss_bbox_dn: 0.156571 loss_giou_dn: 0.482045 loss_class_aux_dn: 0.838983 loss_bbox_aux_dn: 0.400134 loss_giou_aux_dn: 1.139504 loss: 9.850493 eta: 30 days, 5:27:07 batch_cost: 0.6997 data_cost: 0.0137 ips: 11.4333 images/s
[08/17 04:21:47] ppdet.engine INFO: Epoch: [4] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.785635 loss_bbox: 0.137889 loss_giou: 0.584265 loss_class_aux: 2.488402 loss_bbox_aux: 0.468576 loss_giou_aux: 1.876327 loss_class_dn: 0.395178 loss_bbox_dn: 0.151488 loss_giou_dn: 0.487204 loss_class_aux_dn: 0.869629 loss_bbox_aux_dn: 0.385197 loss_giou_aux_dn: 1.148415 loss: 9.860925 eta: 30 days, 5:33:11 batch_cost: 0.7867 data_cost: 0.0092 ips: 10.1685 images/s
[08/17 04:24:23] ppdet.engine INFO: Epoch: [4] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.770651 loss_bbox: 0.147564 loss_giou: 0.577720 loss_class_aux: 2.444185 loss_bbox_aux: 0.495358 loss_giou_aux: 1.862336 loss_class_dn: 0.392022 loss_bbox_dn: 0.152828 loss_giou_dn: 0.484661 loss_class_aux_dn: 0.883412 loss_bbox_aux_dn: 0.382804 loss_giou_aux_dn: 1.160746 loss: 10.077506 eta: 30 days, 5:34:20 batch_cost: 0.7429 data_cost: 0.0138 ips: 10.7685 images/s
[08/17 04:27:04] ppdet.engine INFO: Epoch: [4] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.781850 loss_bbox: 0.147109 loss_giou: 0.570916 loss_class_aux: 2.436529 loss_bbox_aux: 0.490551 loss_giou_aux: 1.822979 loss_class_dn: 0.389012 loss_bbox_dn: 0.160184 loss_giou_dn: 0.487577 loss_class_aux_dn: 0.871463 loss_bbox_aux_dn: 0.401535 loss_giou_aux_dn: 1.161163 loss: 9.973564 eta: 30 days, 5:37:05 batch_cost: 0.7575 data_cost: 0.0238 ips: 10.5615 images/s
[08/17 04:29:50] ppdet.engine INFO: Epoch: [4] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.782443 loss_bbox: 0.152007 loss_giou: 0.600082 loss_class_aux: 2.459773 loss_bbox_aux: 0.496107 loss_giou_aux: 1.932514 loss_class_dn: 0.390897 loss_bbox_dn: 0.157607 loss_giou_dn: 0.490249 loss_class_aux_dn: 0.875759 loss_bbox_aux_dn: 0.398300 loss_giou_aux_dn: 1.145440 loss: 10.124723 eta: 30 days, 5:43:12 batch_cost: 0.7879 data_cost: 0.0306 ips: 10.1541 images/s
[08/17 04:32:38] ppdet.engine INFO: Epoch: [4] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.806130 loss_bbox: 0.149371 loss_giou: 0.588318 loss_class_aux: 2.472051 loss_bbox_aux: 0.491505 loss_giou_aux: 1.873018 loss_class_dn: 0.395591 loss_bbox_dn: 0.157906 loss_giou_dn: 0.497625 loss_class_aux_dn: 0.875190 loss_bbox_aux_dn: 0.399009 loss_giou_aux_dn: 1.155712 loss: 9.999685 eta: 30 days, 5:50:48 batch_cost: 0.8016 data_cost: 0.0049 ips: 9.9801 images/s
[08/17 04:34:57] ppdet.engine INFO: Epoch: [4] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.783008 loss_bbox: 0.151149 loss_giou: 0.580335 loss_class_aux: 2.459541 loss_bbox_aux: 0.508712 loss_giou_aux: 1.879590 loss_class_dn: 0.393732 loss_bbox_dn: 0.159028 loss_giou_dn: 0.497831 loss_class_aux_dn: 0.882332 loss_bbox_aux_dn: 0.402589 loss_giou_aux_dn: 1.165682 loss: 9.978498 eta: 30 days, 5:41:47 batch_cost: 0.6517 data_cost: 0.0159 ips: 12.2758 images/s
[08/17 04:37:38] ppdet.engine INFO: Epoch: [4] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.780117 loss_bbox: 0.152462 loss_giou: 0.593726 loss_class_aux: 2.430175 loss_bbox_aux: 0.513910 loss_giou_aux: 1.879479 loss_class_dn: 0.395556 loss_bbox_dn: 0.166512 loss_giou_dn: 0.510723 loss_class_aux_dn: 0.878581 loss_bbox_aux_dn: 0.411824 loss_giou_aux_dn: 1.210847 loss: 10.189153 eta: 30 days, 5:45:08 batch_cost: 0.7636 data_cost: 0.0968 ips: 10.4767 images/s
[08/17 04:40:15] ppdet.engine INFO: Epoch: [4] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.781101 loss_bbox: 0.143653 loss_giou: 0.568968 loss_class_aux: 2.400261 loss_bbox_aux: 0.475619 loss_giou_aux: 1.804973 loss_class_dn: 0.397712 loss_bbox_dn: 0.151878 loss_giou_dn: 0.487543 loss_class_aux_dn: 0.885496 loss_bbox_aux_dn: 0.395730 loss_giou_aux_dn: 1.138686 loss: 9.981126 eta: 30 days, 5:46:24 batch_cost: 0.7448 data_cost: 0.0133 ips: 10.7415 images/s
[08/17 04:42:54] ppdet.engine INFO: Epoch: [4] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.787776 loss_bbox: 0.146475 loss_giou: 0.639542 loss_class_aux: 2.410151 loss_bbox_aux: 0.485667 loss_giou_aux: 2.045674 loss_class_dn: 0.404509 loss_bbox_dn: 0.150124 loss_giou_dn: 0.517224 loss_class_aux_dn: 0.890824 loss_bbox_aux_dn: 0.383076 loss_giou_aux_dn: 1.208626 loss: 10.075631 eta: 30 days, 5:48:37 batch_cost: 0.7534 data_cost: 0.0144 ips: 10.6181 images/s
[08/17 04:45:23] ppdet.engine INFO: Epoch: [4] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.758514 loss_bbox: 0.144074 loss_giou: 0.579011 loss_class_aux: 2.371589 loss_bbox_aux: 0.476309 loss_giou_aux: 1.865014 loss_class_dn: 0.385635 loss_bbox_dn: 0.153649 loss_giou_dn: 0.491073 loss_class_aux_dn: 0.856722 loss_bbox_aux_dn: 0.399749 loss_giou_aux_dn: 1.127105 loss: 9.623781 eta: 30 days, 5:45:05 batch_cost: 0.7014 data_cost: 0.0008 ips: 11.4058 images/s
[08/17 04:47:51] ppdet.engine INFO: Epoch: [4] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.796810 loss_bbox: 0.149672 loss_giou: 0.592505 loss_class_aux: 2.449286 loss_bbox_aux: 0.496430 loss_giou_aux: 1.893292 loss_class_dn: 0.395427 loss_bbox_dn: 0.157813 loss_giou_dn: 0.497340 loss_class_aux_dn: 0.874048 loss_bbox_aux_dn: 0.400018 loss_giou_aux_dn: 1.186495 loss: 9.942173 eta: 30 days, 5:41:25 batch_cost: 0.7001 data_cost: 0.0011 ips: 11.4273 images/s
[08/17 04:50:29] ppdet.engine INFO: Epoch: [4] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.775460 loss_bbox: 0.146655 loss_giou: 0.618737 loss_class_aux: 2.406966 loss_bbox_aux: 0.499366 loss_giou_aux: 1.975879 loss_class_dn: 0.393137 loss_bbox_dn: 0.158662 loss_giou_dn: 0.515939 loss_class_aux_dn: 0.878270 loss_bbox_aux_dn: 0.403255 loss_giou_aux_dn: 1.212359 loss: 10.251326 eta: 30 days, 5:42:49 batch_cost: 0.7463 data_cost: 0.0307 ips: 10.7190 images/s
[08/17 04:52:50] ppdet.engine INFO: Epoch: [4] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.783601 loss_bbox: 0.149126 loss_giou: 0.593866 loss_class_aux: 2.439901 loss_bbox_aux: 0.504584 loss_giou_aux: 1.903506 loss_class_dn: 0.397960 loss_bbox_dn: 0.158872 loss_giou_dn: 0.507571 loss_class_aux_dn: 0.882971 loss_bbox_aux_dn: 0.404850 loss_giou_aux_dn: 1.197906 loss: 10.278189 eta: 30 days, 5:35:04 batch_cost: 0.6626 data_cost: 0.0193 ips: 12.0740 images/s
[08/17 04:55:30] ppdet.engine INFO: Epoch: [4] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.763788 loss_bbox: 0.140403 loss_giou: 0.547450 loss_class_aux: 2.384277 loss_bbox_aux: 0.480487 loss_giou_aux: 1.743167 loss_class_dn: 0.380840 loss_bbox_dn: 0.154600 loss_giou_dn: 0.469509 loss_class_aux_dn: 0.848112 loss_bbox_aux_dn: 0.405471 loss_giou_aux_dn: 1.112859 loss: 9.685274 eta: 30 days, 5:37:56 batch_cost: 0.7599 data_cost: 0.0382 ips: 10.5283 images/s
[08/17 04:58:00] ppdet.engine INFO: Epoch: [4] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.776158 loss_bbox: 0.149452 loss_giou: 0.623315 loss_class_aux: 2.427100 loss_bbox_aux: 0.491638 loss_giou_aux: 1.998937 loss_class_dn: 0.400349 loss_bbox_dn: 0.148812 loss_giou_dn: 0.516768 loss_class_aux_dn: 0.896148 loss_bbox_aux_dn: 0.376174 loss_giou_aux_dn: 1.200751 loss: 10.104149 eta: 30 days, 5:35:23 batch_cost: 0.7104 data_cost: 0.0059 ips: 11.2614 images/s
[08/17 05:00:38] ppdet.engine INFO: Epoch: [4] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.780524 loss_bbox: 0.142922 loss_giou: 0.576071 loss_class_aux: 2.434824 loss_bbox_aux: 0.477121 loss_giou_aux: 1.836221 loss_class_dn: 0.398395 loss_bbox_dn: 0.148203 loss_giou_dn: 0.496042 loss_class_aux_dn: 0.878231 loss_bbox_aux_dn: 0.378834 loss_giou_aux_dn: 1.156746 loss: 9.863652 eta: 30 days, 5:37:05 batch_cost: 0.7494 data_cost: 0.0395 ips: 10.6750 images/s
[08/17 05:03:04] ppdet.engine INFO: Epoch: [4] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.790751 loss_bbox: 0.149872 loss_giou: 0.620771 loss_class_aux: 2.463176 loss_bbox_aux: 0.506643 loss_giou_aux: 1.991093 loss_class_dn: 0.392884 loss_bbox_dn: 0.150631 loss_giou_dn: 0.506078 loss_class_aux_dn: 0.856874 loss_bbox_aux_dn: 0.389448 loss_giou_aux_dn: 1.173279 loss: 10.128416 eta: 30 days, 5:32:11 batch_cost: 0.6885 data_cost: 0.0008 ips: 11.6186 images/s
[08/17 05:06:00] ppdet.engine INFO: Epoch: [4] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.787724 loss_bbox: 0.156069 loss_giou: 0.580057 loss_class_aux: 2.466091 loss_bbox_aux: 0.508796 loss_giou_aux: 1.878961 loss_class_dn: 0.392704 loss_bbox_dn: 0.156560 loss_giou_dn: 0.496139 loss_class_aux_dn: 0.876621 loss_bbox_aux_dn: 0.401971 loss_giou_aux_dn: 1.175850 loss: 10.072288 eta: 30 days, 5:44:12 batch_cost: 0.8450 data_cost: 0.0254 ips: 9.4674 images/s
[08/17 05:08:46] ppdet.engine INFO: Epoch: [4] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.791178 loss_bbox: 0.148132 loss_giou: 0.596031 loss_class_aux: 2.473827 loss_bbox_aux: 0.504959 loss_giou_aux: 1.906289 loss_class_dn: 0.391791 loss_bbox_dn: 0.158237 loss_giou_dn: 0.492145 loss_class_aux_dn: 0.862901 loss_bbox_aux_dn: 0.403552 loss_giou_aux_dn: 1.158633 loss: 9.941540 eta: 30 days, 5:49:56 batch_cost: 0.7872 data_cost: 0.0258 ips: 10.1621 images/s
[08/17 05:11:13] ppdet.engine INFO: Epoch: [4] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.797448 loss_bbox: 0.152079 loss_giou: 0.625922 loss_class_aux: 2.509742 loss_bbox_aux: 0.500964 loss_giou_aux: 1.986359 loss_class_dn: 0.408286 loss_bbox_dn: 0.159114 loss_giou_dn: 0.533799 loss_class_aux_dn: 0.916971 loss_bbox_aux_dn: 0.403333 loss_giou_aux_dn: 1.245545 loss: 10.374441 eta: 30 days, 5:45:38 batch_cost: 0.6944 data_cost: 0.0739 ips: 11.5202 images/s
[08/17 05:13:30] ppdet.engine INFO: Epoch: [4] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.776104 loss_bbox: 0.139436 loss_giou: 0.573620 loss_class_aux: 2.416749 loss_bbox_aux: 0.470559 loss_giou_aux: 1.849913 loss_class_dn: 0.378213 loss_bbox_dn: 0.152085 loss_giou_dn: 0.478203 loss_class_aux_dn: 0.850034 loss_bbox_aux_dn: 0.385175 loss_giou_aux_dn: 1.115560 loss: 9.635684 eta: 30 days, 5:35:35 batch_cost: 0.6408 data_cost: 0.0050 ips: 12.4840 images/s
[08/17 05:16:03] ppdet.engine INFO: Epoch: [4] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.795160 loss_bbox: 0.145557 loss_giou: 0.579148 loss_class_aux: 2.473302 loss_bbox_aux: 0.489393 loss_giou_aux: 1.854171 loss_class_dn: 0.396714 loss_bbox_dn: 0.159965 loss_giou_dn: 0.501017 loss_class_aux_dn: 0.881597 loss_bbox_aux_dn: 0.401362 loss_giou_aux_dn: 1.182705 loss: 10.041768 eta: 30 days, 5:34:32 batch_cost: 0.7246 data_cost: 0.0314 ips: 11.0404 images/s
[08/17 05:18:52] ppdet.engine INFO: Epoch: [4] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.767867 loss_bbox: 0.148085 loss_giou: 0.584474 loss_class_aux: 2.403460 loss_bbox_aux: 0.497526 loss_giou_aux: 1.884030 loss_class_dn: 0.384940 loss_bbox_dn: 0.155805 loss_giou_dn: 0.492284 loss_class_aux_dn: 0.840819 loss_bbox_aux_dn: 0.394940 loss_giou_aux_dn: 1.152656 loss: 9.973168 eta: 30 days, 5:41:42 batch_cost: 0.8010 data_cost: 0.0168 ips: 9.9872 images/s
[08/17 05:21:19] ppdet.engine INFO: Epoch: [4] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.802437 loss_bbox: 0.146703 loss_giou: 0.603215 loss_class_aux: 2.494327 loss_bbox_aux: 0.496562 loss_giou_aux: 1.946799 loss_class_dn: 0.404957 loss_bbox_dn: 0.153247 loss_giou_dn: 0.509075 loss_class_aux_dn: 0.902606 loss_bbox_aux_dn: 0.389660 loss_giou_aux_dn: 1.207730 loss: 10.265932 eta: 30 days, 5:37:12 batch_cost: 0.6925 data_cost: 0.0060 ips: 11.5523 images/s
[08/17 05:24:03] ppdet.engine INFO: Epoch: [4] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.775180 loss_bbox: 0.155031 loss_giou: 0.620621 loss_class_aux: 2.421021 loss_bbox_aux: 0.512883 loss_giou_aux: 1.996464 loss_class_dn: 0.407605 loss_bbox_dn: 0.152208 loss_giou_dn: 0.521644 loss_class_aux_dn: 0.896725 loss_bbox_aux_dn: 0.387457 loss_giou_aux_dn: 1.208972 loss: 10.229064 eta: 30 days, 5:42:17 batch_cost: 0.7821 data_cost: 0.0704 ips: 10.2290 images/s
[08/17 05:26:23] ppdet.engine INFO: Epoch: [4] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.774844 loss_bbox: 0.141042 loss_giou: 0.613589 loss_class_aux: 2.419572 loss_bbox_aux: 0.477113 loss_giou_aux: 1.964715 loss_class_dn: 0.393095 loss_bbox_dn: 0.154395 loss_giou_dn: 0.509988 loss_class_aux_dn: 0.863828 loss_bbox_aux_dn: 0.391473 loss_giou_aux_dn: 1.185576 loss: 9.877935 eta: 30 days, 5:34:10 batch_cost: 0.6586 data_cost: 0.0301 ips: 12.1478 images/s
[08/17 05:28:44] ppdet.engine INFO: Epoch: [4] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.786313 loss_bbox: 0.147630 loss_giou: 0.646246 loss_class_aux: 2.443558 loss_bbox_aux: 0.500774 loss_giou_aux: 2.030473 loss_class_dn: 0.396045 loss_bbox_dn: 0.156409 loss_giou_dn: 0.523270 loss_class_aux_dn: 0.887172 loss_bbox_aux_dn: 0.381073 loss_giou_aux_dn: 1.231274 loss: 10.219858 eta: 30 days, 5:26:29 batch_cost: 0.6624 data_cost: 0.0010 ips: 12.0780 images/s
[08/17 05:31:10] ppdet.engine INFO: Epoch: [4] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.788007 loss_bbox: 0.140592 loss_giou: 0.605981 loss_class_aux: 2.463422 loss_bbox_aux: 0.471570 loss_giou_aux: 1.921448 loss_class_dn: 0.394703 loss_bbox_dn: 0.151388 loss_giou_dn: 0.517024 loss_class_aux_dn: 0.875796 loss_bbox_aux_dn: 0.382362 loss_giou_aux_dn: 1.198762 loss: 9.879662 eta: 30 days, 5:21:38 batch_cost: 0.6889 data_cost: 0.0463 ips: 11.6124 images/s
[08/17 05:33:48] ppdet.engine INFO: Epoch: [4] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.777427 loss_bbox: 0.140270 loss_giou: 0.609504 loss_class_aux: 2.428129 loss_bbox_aux: 0.466379 loss_giou_aux: 1.931632 loss_class_dn: 0.398609 loss_bbox_dn: 0.146845 loss_giou_dn: 0.499348 loss_class_aux_dn: 0.892065 loss_bbox_aux_dn: 0.367486 loss_giou_aux_dn: 1.170254 loss: 9.996991 eta: 30 days, 5:23:02 batch_cost: 0.7479 data_cost: 0.0046 ips: 10.6971 images/s
[08/17 05:36:13] ppdet.engine INFO: Epoch: [4] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.764860 loss_bbox: 0.149352 loss_giou: 0.643552 loss_class_aux: 2.394056 loss_bbox_aux: 0.498372 loss_giou_aux: 2.020092 loss_class_dn: 0.396500 loss_bbox_dn: 0.151711 loss_giou_dn: 0.519838 loss_class_aux_dn: 0.882149 loss_bbox_aux_dn: 0.380519 loss_giou_aux_dn: 1.206702 loss: 10.162963 eta: 30 days, 5:17:30 batch_cost: 0.6824 data_cost: 0.0039 ips: 11.7229 images/s
[08/17 05:38:38] ppdet.engine INFO: Epoch: [4] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.777098 loss_bbox: 0.142701 loss_giou: 0.587329 loss_class_aux: 2.410996 loss_bbox_aux: 0.479917 loss_giou_aux: 1.910018 loss_class_dn: 0.395452 loss_bbox_dn: 0.149968 loss_giou_dn: 0.486362 loss_class_aux_dn: 0.871679 loss_bbox_aux_dn: 0.394296 loss_giou_aux_dn: 1.153952 loss: 9.922288 eta: 30 days, 5:12:11 batch_cost: 0.6843 data_cost: 0.0409 ips: 11.6904 images/s
[08/17 05:41:07] ppdet.engine INFO: Epoch: [4] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.773587 loss_bbox: 0.146172 loss_giou: 0.581178 loss_class_aux: 2.446355 loss_bbox_aux: 0.497000 loss_giou_aux: 1.860427 loss_class_dn: 0.392119 loss_bbox_dn: 0.154153 loss_giou_dn: 0.500157 loss_class_aux_dn: 0.881302 loss_bbox_aux_dn: 0.393940 loss_giou_aux_dn: 1.182877 loss: 10.106059 eta: 30 days, 5:08:28 batch_cost: 0.6994 data_cost: 0.0264 ips: 11.4390 images/s
[08/17 05:43:28] ppdet.engine INFO: Epoch: [4] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.779330 loss_bbox: 0.144685 loss_giou: 0.569842 loss_class_aux: 2.397453 loss_bbox_aux: 0.492279 loss_giou_aux: 1.842126 loss_class_dn: 0.383676 loss_bbox_dn: 0.159930 loss_giou_dn: 0.476454 loss_class_aux_dn: 0.844244 loss_bbox_aux_dn: 0.401456 loss_giou_aux_dn: 1.110296 loss: 9.673573 eta: 30 days, 5:01:07 batch_cost: 0.6649 data_cost: 0.0193 ips: 12.0327 images/s
[08/17 05:45:57] ppdet.engine INFO: Epoch: [4] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.767814 loss_bbox: 0.147822 loss_giou: 0.606174 loss_class_aux: 2.455752 loss_bbox_aux: 0.488361 loss_giou_aux: 1.943793 loss_class_dn: 0.393881 loss_bbox_dn: 0.150734 loss_giou_dn: 0.512207 loss_class_aux_dn: 0.875591 loss_bbox_aux_dn: 0.391418 loss_giou_aux_dn: 1.179529 loss: 9.954478 eta: 30 days, 4:58:08 batch_cost: 0.7062 data_cost: 0.0099 ips: 11.3282 images/s
[08/17 05:48:12] ppdet.engine INFO: Epoch: [4] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.793636 loss_bbox: 0.146714 loss_giou: 0.577664 loss_class_aux: 2.472776 loss_bbox_aux: 0.504390 loss_giou_aux: 1.811397 loss_class_dn: 0.396429 loss_bbox_dn: 0.155742 loss_giou_dn: 0.494736 loss_class_aux_dn: 0.888027 loss_bbox_aux_dn: 0.397206 loss_giou_aux_dn: 1.157223 loss: 9.866883 eta: 30 days, 4:47:39 batch_cost: 0.6348 data_cost: 0.0062 ips: 12.6031 images/s
[08/17 05:50:50] ppdet.engine INFO: Epoch: [4] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.792444 loss_bbox: 0.139705 loss_giou: 0.582214 loss_class_aux: 2.437016 loss_bbox_aux: 0.481238 loss_giou_aux: 1.862491 loss_class_dn: 0.398479 loss_bbox_dn: 0.151556 loss_giou_dn: 0.507253 loss_class_aux_dn: 0.877178 loss_bbox_aux_dn: 0.393600 loss_giou_aux_dn: 1.189502 loss: 9.972030 eta: 30 days, 4:48:50 batch_cost: 0.7458 data_cost: 0.0049 ips: 10.7271 images/s
[08/17 05:53:20] ppdet.engine INFO: Epoch: [4] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.798594 loss_bbox: 0.152248 loss_giou: 0.576450 loss_class_aux: 2.447748 loss_bbox_aux: 0.502443 loss_giou_aux: 1.872612 loss_class_dn: 0.395489 loss_bbox_dn: 0.160959 loss_giou_dn: 0.490574 loss_class_aux_dn: 0.882027 loss_bbox_aux_dn: 0.406037 loss_giou_aux_dn: 1.164603 loss: 10.012892 eta: 30 days, 4:46:02 batch_cost: 0.7080 data_cost: 0.0112 ips: 11.3002 images/s
[08/17 05:55:39] ppdet.engine INFO: Epoch: [4] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.763266 loss_bbox: 0.141357 loss_giou: 0.552118 loss_class_aux: 2.377764 loss_bbox_aux: 0.458398 loss_giou_aux: 1.780772 loss_class_dn: 0.378630 loss_bbox_dn: 0.147460 loss_giou_dn: 0.463084 loss_class_aux_dn: 0.843302 loss_bbox_aux_dn: 0.375017 loss_giou_aux_dn: 1.082360 loss: 9.532023 eta: 30 days, 4:37:23 batch_cost: 0.6518 data_cost: 0.0008 ips: 12.2733 images/s
[08/17 05:58:00] ppdet.engine INFO: Epoch: [4] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.746698 loss_bbox: 0.137939 loss_giou: 0.566202 loss_class_aux: 2.323050 loss_bbox_aux: 0.461203 loss_giou_aux: 1.821443 loss_class_dn: 0.375596 loss_bbox_dn: 0.148627 loss_giou_dn: 0.480835 loss_class_aux_dn: 0.833915 loss_bbox_aux_dn: 0.371820 loss_giou_aux_dn: 1.119641 loss: 9.605394 eta: 30 days, 4:29:45 batch_cost: 0.6614 data_cost: 0.0159 ips: 12.0964 images/s
[08/17 06:00:23] ppdet.engine INFO: Epoch: [4] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.780179 loss_bbox: 0.144432 loss_giou: 0.560862 loss_class_aux: 2.413650 loss_bbox_aux: 0.481843 loss_giou_aux: 1.814845 loss_class_dn: 0.382136 loss_bbox_dn: 0.145058 loss_giou_dn: 0.468219 loss_class_aux_dn: 0.849383 loss_bbox_aux_dn: 0.377516 loss_giou_aux_dn: 1.132377 loss: 9.693092 eta: 30 days, 4:23:20 batch_cost: 0.6728 data_cost: 0.0488 ips: 11.8900 images/s
[08/17 06:02:35] ppdet.engine INFO: Epoch: [4] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.783252 loss_bbox: 0.144070 loss_giou: 0.603264 loss_class_aux: 2.453286 loss_bbox_aux: 0.477981 loss_giou_aux: 1.910196 loss_class_dn: 0.394224 loss_bbox_dn: 0.151361 loss_giou_dn: 0.499950 loss_class_aux_dn: 0.871004 loss_bbox_aux_dn: 0.387693 loss_giou_aux_dn: 1.172541 loss: 9.868269 eta: 30 days, 4:11:24 batch_cost: 0.6196 data_cost: 0.0082 ips: 12.9109 images/s
[08/17 06:04:54] ppdet.engine INFO: Epoch: [4] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.809818 loss_bbox: 0.153183 loss_giou: 0.606039 loss_class_aux: 2.504472 loss_bbox_aux: 0.516500 loss_giou_aux: 1.950567 loss_class_dn: 0.397036 loss_bbox_dn: 0.163416 loss_giou_dn: 0.500934 loss_class_aux_dn: 0.888710 loss_bbox_aux_dn: 0.415026 loss_giou_aux_dn: 1.187459 loss: 10.148340 eta: 30 days, 4:02:40 batch_cost: 0.6501 data_cost: 0.0067 ips: 12.3066 images/s
[08/17 06:07:21] ppdet.engine INFO: Epoch: [4] [10000/54024] learning_rate: 0.000100 loss_class: 0.795756 loss_bbox: 0.148595 loss_giou: 0.600649 loss_class_aux: 2.454487 loss_bbox_aux: 0.487114 loss_giou_aux: 1.878524 loss_class_dn: 0.404349 loss_bbox_dn: 0.159071 loss_giou_dn: 0.505508 loss_class_aux_dn: 0.885505 loss_bbox_aux_dn: 0.405875 loss_giou_aux_dn: 1.200617 loss: 10.225472 eta: 30 days, 3:58:05 batch_cost: 0.6901 data_cost: 0.0037 ips: 11.5928 images/s
[08/17 06:09:47] ppdet.engine INFO: Epoch: [4] [10200/54024] learning_rate: 0.000100 loss_class: 0.778220 loss_bbox: 0.142879 loss_giou: 0.586328 loss_class_aux: 2.409166 loss_bbox_aux: 0.477723 loss_giou_aux: 1.860937 loss_class_dn: 0.391240 loss_bbox_dn: 0.153736 loss_giou_dn: 0.494126 loss_class_aux_dn: 0.869011 loss_bbox_aux_dn: 0.383586 loss_giou_aux_dn: 1.136439 loss: 9.923932 eta: 30 days, 3:53:19 batch_cost: 0.6883 data_cost: 0.0210 ips: 11.6230 images/s
[08/17 06:12:15] ppdet.engine INFO: Epoch: [4] [10400/54024] learning_rate: 0.000100 loss_class: 0.769042 loss_bbox: 0.142347 loss_giou: 0.579059 loss_class_aux: 2.400593 loss_bbox_aux: 0.498746 loss_giou_aux: 1.850154 loss_class_dn: 0.395056 loss_bbox_dn: 0.153246 loss_giou_dn: 0.478863 loss_class_aux_dn: 0.874632 loss_bbox_aux_dn: 0.390349 loss_giou_aux_dn: 1.142052 loss: 9.681661 eta: 30 days, 3:49:37 batch_cost: 0.6983 data_cost: 0.0161 ips: 11.4561 images/s
[08/17 06:14:41] ppdet.engine INFO: Epoch: [4] [10600/54024] learning_rate: 0.000100 loss_class: 0.780325 loss_bbox: 0.146512 loss_giou: 0.603062 loss_class_aux: 2.479263 loss_bbox_aux: 0.490819 loss_giou_aux: 1.899134 loss_class_dn: 0.391819 loss_bbox_dn: 0.154967 loss_giou_dn: 0.498306 loss_class_aux_dn: 0.874534 loss_bbox_aux_dn: 0.390184 loss_giou_aux_dn: 1.184213 loss: 10.094822 eta: 30 days, 3:45:06 batch_cost: 0.6906 data_cost: 0.0071 ips: 11.5839 images/s
[08/17 06:16:50] ppdet.engine INFO: Epoch: [4] [10800/54024] learning_rate: 0.000100 loss_class: 0.746398 loss_bbox: 0.141504 loss_giou: 0.543707 loss_class_aux: 2.380759 loss_bbox_aux: 0.477748 loss_giou_aux: 1.771664 loss_class_dn: 0.384422 loss_bbox_dn: 0.157818 loss_giou_dn: 0.470494 loss_class_aux_dn: 0.853753 loss_bbox_aux_dn: 0.398201 loss_giou_aux_dn: 1.118809 loss: 9.615480 eta: 30 days, 3:31:28 batch_cost: 0.6015 data_cost: 0.0020 ips: 13.2992 images/s
[08/17 06:19:06] ppdet.engine INFO: Epoch: [4] [11000/54024] learning_rate: 0.000100 loss_class: 0.785866 loss_bbox: 0.147149 loss_giou: 0.583296 loss_class_aux: 2.478866 loss_bbox_aux: 0.494318 loss_giou_aux: 1.870778 loss_class_dn: 0.396715 loss_bbox_dn: 0.155053 loss_giou_dn: 0.505162 loss_class_aux_dn: 0.882646 loss_bbox_aux_dn: 0.412397 loss_giou_aux_dn: 1.189857 loss: 10.084340 eta: 30 days, 3:21:29 batch_cost: 0.6370 data_cost: 0.0194 ips: 12.5587 images/s
[08/17 06:21:45] ppdet.engine INFO: Epoch: [4] [11200/54024] learning_rate: 0.000100 loss_class: 0.793382 loss_bbox: 0.143127 loss_giou: 0.580901 loss_class_aux: 2.481802 loss_bbox_aux: 0.481081 loss_giou_aux: 1.877062 loss_class_dn: 0.397196 loss_bbox_dn: 0.158307 loss_giou_dn: 0.486975 loss_class_aux_dn: 0.876917 loss_bbox_aux_dn: 0.406001 loss_giou_aux_dn: 1.156622 loss: 10.126069 eta: 30 days, 3:24:06 batch_cost: 0.7596 data_cost: 0.0027 ips: 10.5321 images/s
[08/17 06:24:29] ppdet.engine INFO: Epoch: [4] [11400/54024] learning_rate: 0.000100 loss_class: 0.755363 loss_bbox: 0.147414 loss_giou: 0.581494 loss_class_aux: 2.362544 loss_bbox_aux: 0.494335 loss_giou_aux: 1.879280 loss_class_dn: 0.381959 loss_bbox_dn: 0.152670 loss_giou_dn: 0.491466 loss_class_aux_dn: 0.858878 loss_bbox_aux_dn: 0.396236 loss_giou_aux_dn: 1.145259 loss: 9.804505 eta: 30 days, 3:28:16 batch_cost: 0.7751 data_cost: 0.0569 ips: 10.3216 images/s
[08/17 06:27:04] ppdet.engine INFO: Epoch: [4] [11600/54024] learning_rate: 0.000100 loss_class: 0.798618 loss_bbox: 0.149939 loss_giou: 0.583414 loss_class_aux: 2.451581 loss_bbox_aux: 0.512816 loss_giou_aux: 1.874106 loss_class_dn: 0.393706 loss_bbox_dn: 0.165724 loss_giou_dn: 0.505452 loss_class_aux_dn: 0.887022 loss_bbox_aux_dn: 0.425436 loss_giou_aux_dn: 1.174554 loss: 10.068121 eta: 30 days, 3:28:00 batch_cost: 0.7318 data_cost: 0.0022 ips: 10.9325 images/s
[08/17 06:29:30] ppdet.engine INFO: Epoch: [4] [11800/54024] learning_rate: 0.000100 loss_class: 0.792677 loss_bbox: 0.148244 loss_giou: 0.565290 loss_class_aux: 2.450309 loss_bbox_aux: 0.506559 loss_giou_aux: 1.823107 loss_class_dn: 0.397474 loss_bbox_dn: 0.157423 loss_giou_dn: 0.487461 loss_class_aux_dn: 0.873374 loss_bbox_aux_dn: 0.393432 loss_giou_aux_dn: 1.148550 loss: 9.965317 eta: 30 days, 3:23:30 batch_cost: 0.6904 data_cost: 0.0219 ips: 11.5879 images/s
[08/17 06:32:18] ppdet.engine INFO: Epoch: [4] [12000/54024] learning_rate: 0.000100 loss_class: 0.788886 loss_bbox: 0.142164 loss_giou: 0.550865 loss_class_aux: 2.419668 loss_bbox_aux: 0.472062 loss_giou_aux: 1.768685 loss_class_dn: 0.374970 loss_bbox_dn: 0.157983 loss_giou_dn: 0.461678 loss_class_aux_dn: 0.844379 loss_bbox_aux_dn: 0.400693 loss_giou_aux_dn: 1.086496 loss: 9.559139 eta: 30 days, 3:29:59 batch_cost: 0.7982 data_cost: 0.0103 ips: 10.0224 images/s
[08/17 06:34:25] ppdet.engine INFO: Epoch: [4] [12200/54024] learning_rate: 0.000100 loss_class: 0.805333 loss_bbox: 0.154275 loss_giou: 0.625317 loss_class_aux: 2.521746 loss_bbox_aux: 0.518974 loss_giou_aux: 2.004612 loss_class_dn: 0.411905 loss_bbox_dn: 0.160996 loss_giou_dn: 0.517264 loss_class_aux_dn: 0.902426 loss_bbox_aux_dn: 0.417635 loss_giou_aux_dn: 1.234198 loss: 10.302009 eta: 30 days, 3:15:52 batch_cost: 0.5956 data_cost: 0.0171 ips: 13.4320 images/s
[08/17 06:36:53] ppdet.engine INFO: Epoch: [4] [12400/54024] learning_rate: 0.000100 loss_class: 0.800115 loss_bbox: 0.160668 loss_giou: 0.632687 loss_class_aux: 2.521212 loss_bbox_aux: 0.535698 loss_giou_aux: 2.024593 loss_class_dn: 0.405158 loss_bbox_dn: 0.158808 loss_giou_dn: 0.514951 loss_class_aux_dn: 0.900027 loss_bbox_aux_dn: 0.404874 loss_giou_aux_dn: 1.213142 loss: 10.252424 eta: 30 days, 3:12:19 batch_cost: 0.6996 data_cost: 0.0008 ips: 11.4353 images/s
[08/17 06:39:25] ppdet.engine INFO: Epoch: [4] [12600/54024] learning_rate: 0.000100 loss_class: 0.788624 loss_bbox: 0.154465 loss_giou: 0.596132 loss_class_aux: 2.449237 loss_bbox_aux: 0.526705 loss_giou_aux: 1.917693 loss_class_dn: 0.394218 loss_bbox_dn: 0.159854 loss_giou_dn: 0.503609 loss_class_aux_dn: 0.877690 loss_bbox_aux_dn: 0.405950 loss_giou_aux_dn: 1.171360 loss: 9.847438 eta: 30 days, 3:10:28 batch_cost: 0.7161 data_cost: 0.0077 ips: 11.1710 images/s
[08/17 06:41:52] ppdet.engine INFO: Epoch: [4] [12800/54024] learning_rate: 0.000100 loss_class: 0.793010 loss_bbox: 0.150143 loss_giou: 0.623957 loss_class_aux: 2.516057 loss_bbox_aux: 0.508660 loss_giou_aux: 2.010270 loss_class_dn: 0.410050 loss_bbox_dn: 0.156919 loss_giou_dn: 0.516666 loss_class_aux_dn: 0.908723 loss_bbox_aux_dn: 0.411889 loss_giou_aux_dn: 1.208663 loss: 10.184922 eta: 30 days, 3:06:23 batch_cost: 0.6942 data_cost: 0.0426 ips: 11.5246 images/s
[08/17 06:44:16] ppdet.engine INFO: Epoch: [4] [13000/54024] learning_rate: 0.000100 loss_class: 0.772616 loss_bbox: 0.152188 loss_giou: 0.608062 loss_class_aux: 2.429498 loss_bbox_aux: 0.507438 loss_giou_aux: 1.944290 loss_class_dn: 0.388899 loss_bbox_dn: 0.166377 loss_giou_dn: 0.492474 loss_class_aux_dn: 0.865086 loss_bbox_aux_dn: 0.415510 loss_giou_aux_dn: 1.143634 loss: 9.830736 eta: 30 days, 3:00:59 batch_cost: 0.6812 data_cost: 0.0067 ips: 11.7447 images/s
[08/17 06:46:39] ppdet.engine INFO: Epoch: [4] [13200/54024] learning_rate: 0.000100 loss_class: 0.789132 loss_bbox: 0.152464 loss_giou: 0.575368 loss_class_aux: 2.450339 loss_bbox_aux: 0.516752 loss_giou_aux: 1.843517 loss_class_dn: 0.399634 loss_bbox_dn: 0.161274 loss_giou_dn: 0.504609 loss_class_aux_dn: 0.877941 loss_bbox_aux_dn: 0.411895 loss_giou_aux_dn: 1.176462 loss: 10.185627 eta: 30 days, 2:54:50 batch_cost: 0.6735 data_cost: 0.0057 ips: 11.8791 images/s
[08/17 06:48:37] ppdet.engine INFO: Epoch: [4] [13400/54024] learning_rate: 0.000100 loss_class: 0.794367 loss_bbox: 0.146367 loss_giou: 0.591609 loss_class_aux: 2.470592 loss_bbox_aux: 0.481504 loss_giou_aux: 1.899992 loss_class_dn: 0.393136 loss_bbox_dn: 0.157110 loss_giou_dn: 0.501490 loss_class_aux_dn: 0.870381 loss_bbox_aux_dn: 0.402918 loss_giou_aux_dn: 1.175682 loss: 9.916547 eta: 30 days, 2:35:37 batch_cost: 0.5433 data_cost: 0.0150 ips: 14.7245 images/s
[08/17 06:50:52] ppdet.engine INFO: Epoch: [4] [13600/54024] learning_rate: 0.000100 loss_class: 0.816734 loss_bbox: 0.150911 loss_giou: 0.612907 loss_class_aux: 2.555410 loss_bbox_aux: 0.511608 loss_giou_aux: 1.936386 loss_class_dn: 0.401181 loss_bbox_dn: 0.160960 loss_giou_dn: 0.508432 loss_class_aux_dn: 0.899261 loss_bbox_aux_dn: 0.402545 loss_giou_aux_dn: 1.192034 loss: 10.385978 eta: 30 days, 2:25:24 batch_cost: 0.6323 data_cost: 0.0191 ips: 12.6516 images/s
[08/17 06:53:16] ppdet.engine INFO: Epoch: [4] [13800/54024] learning_rate: 0.000100 loss_class: 0.775723 loss_bbox: 0.147583 loss_giou: 0.580708 loss_class_aux: 2.424162 loss_bbox_aux: 0.501707 loss_giou_aux: 1.854714 loss_class_dn: 0.380262 loss_bbox_dn: 0.154195 loss_giou_dn: 0.481629 loss_class_aux_dn: 0.847711 loss_bbox_aux_dn: 0.397843 loss_giou_aux_dn: 1.125712 loss: 9.640540 eta: 30 days, 2:19:57 batch_cost: 0.6799 data_cost: 0.0150 ips: 11.7664 images/s
[08/17 06:55:44] ppdet.engine INFO: Epoch: [4] [14000/54024] learning_rate: 0.000100 loss_class: 0.781126 loss_bbox: 0.141464 loss_giou: 0.601213 loss_class_aux: 2.440457 loss_bbox_aux: 0.483996 loss_giou_aux: 1.914685 loss_class_dn: 0.395076 loss_bbox_dn: 0.150154 loss_giou_dn: 0.507531 loss_class_aux_dn: 0.874177 loss_bbox_aux_dn: 0.395618 loss_giou_aux_dn: 1.189642 loss: 10.105982 eta: 30 days, 2:16:32 batch_cost: 0.7000 data_cost: 0.0083 ips: 11.4287 images/s
[08/17 06:58:02] ppdet.engine INFO: Epoch: [4] [14200/54024] learning_rate: 0.000100 loss_class: 0.793435 loss_bbox: 0.148696 loss_giou: 0.637675 loss_class_aux: 2.500129 loss_bbox_aux: 0.495826 loss_giou_aux: 2.042113 loss_class_dn: 0.400512 loss_bbox_dn: 0.158245 loss_giou_dn: 0.517432 loss_class_aux_dn: 0.885922 loss_bbox_aux_dn: 0.395453 loss_giou_aux_dn: 1.206842 loss: 10.043902 eta: 30 days, 2:07:51 batch_cost: 0.6472 data_cost: 0.0187 ips: 12.3612 images/s
[08/17 07:00:27] ppdet.engine INFO: Epoch: [4] [14400/54024] learning_rate: 0.000100 loss_class: 0.793846 loss_bbox: 0.152432 loss_giou: 0.614812 loss_class_aux: 2.475186 loss_bbox_aux: 0.521645 loss_giou_aux: 1.979049 loss_class_dn: 0.414497 loss_bbox_dn: 0.159507 loss_giou_dn: 0.520699 loss_class_aux_dn: 0.920139 loss_bbox_aux_dn: 0.404483 loss_giou_aux_dn: 1.222228 loss: 10.483345 eta: 30 days, 2:02:58 batch_cost: 0.6851 data_cost: 0.0162 ips: 11.6766 images/s
[08/17 07:02:38] ppdet.engine INFO: Epoch: [4] [14600/54024] learning_rate: 0.000100 loss_class: 0.791140 loss_bbox: 0.153492 loss_giou: 0.606495 loss_class_aux: 2.470312 loss_bbox_aux: 0.517128 loss_giou_aux: 1.979883 loss_class_dn: 0.404764 loss_bbox_dn: 0.158752 loss_giou_dn: 0.513195 loss_class_aux_dn: 0.880097 loss_bbox_aux_dn: 0.407111 loss_giou_aux_dn: 1.198398 loss: 10.134643 eta: 30 days, 1:51:18 batch_cost: 0.6169 data_cost: 0.0028 ips: 12.9688 images/s
[08/17 07:05:09] ppdet.engine INFO: Epoch: [4] [14800/54024] learning_rate: 0.000100 loss_class: 0.766811 loss_bbox: 0.142528 loss_giou: 0.584755 loss_class_aux: 2.407415 loss_bbox_aux: 0.482846 loss_giou_aux: 1.921262 loss_class_dn: 0.384786 loss_bbox_dn: 0.156848 loss_giou_dn: 0.483083 loss_class_aux_dn: 0.858249 loss_bbox_aux_dn: 0.395021 loss_giou_aux_dn: 1.133535 loss: 9.636060 eta: 30 days, 1:49:02 batch_cost: 0.7112 data_cost: 0.0731 ips: 11.2486 images/s
[08/17 07:07:23] ppdet.engine INFO: Epoch: [4] [15000/54024] learning_rate: 0.000100 loss_class: 0.777075 loss_bbox: 0.144253 loss_giou: 0.577521 loss_class_aux: 2.391559 loss_bbox_aux: 0.473995 loss_giou_aux: 1.849555 loss_class_dn: 0.377070 loss_bbox_dn: 0.154548 loss_giou_dn: 0.465383 loss_class_aux_dn: 0.829595 loss_bbox_aux_dn: 0.394543 loss_giou_aux_dn: 1.102857 loss: 9.699577 eta: 30 days, 1:38:29 batch_cost: 0.6277 data_cost: 0.0299 ips: 12.7448 images/s
[08/17 07:10:04] ppdet.engine INFO: Epoch: [4] [15200/54024] learning_rate: 0.000100 loss_class: 0.762634 loss_bbox: 0.143222 loss_giou: 0.587416 loss_class_aux: 2.363004 loss_bbox_aux: 0.476528 loss_giou_aux: 1.885581 loss_class_dn: 0.392727 loss_bbox_dn: 0.153065 loss_giou_dn: 0.479943 loss_class_aux_dn: 0.867018 loss_bbox_aux_dn: 0.386277 loss_giou_aux_dn: 1.125907 loss: 9.997315 eta: 30 days, 1:41:30 batch_cost: 0.7645 data_cost: 0.0607 ips: 10.4648 images/s
[08/17 07:12:23] ppdet.engine INFO: Epoch: [4] [15400/54024] learning_rate: 0.000100 loss_class: 0.800365 loss_bbox: 0.140757 loss_giou: 0.580671 loss_class_aux: 2.535043 loss_bbox_aux: 0.473325 loss_giou_aux: 1.883445 loss_class_dn: 0.393035 loss_bbox_dn: 0.153072 loss_giou_dn: 0.496770 loss_class_aux_dn: 0.886368 loss_bbox_aux_dn: 0.396826 loss_giou_aux_dn: 1.165110 loss: 9.908390 eta: 30 days, 1:33:39 batch_cost: 0.6547 data_cost: 0.0499 ips: 12.2184 images/s
[08/17 07:15:10] ppdet.engine INFO: Epoch: [4] [15600/54024] learning_rate: 0.000100 loss_class: 0.794172 loss_bbox: 0.151986 loss_giou: 0.571556 loss_class_aux: 2.467316 loss_bbox_aux: 0.505749 loss_giou_aux: 1.824240 loss_class_dn: 0.387226 loss_bbox_dn: 0.160377 loss_giou_dn: 0.478792 loss_class_aux_dn: 0.858656 loss_bbox_aux_dn: 0.402627 loss_giou_aux_dn: 1.131715 loss: 9.847087 eta: 30 days, 1:39:30 batch_cost: 0.7934 data_cost: 0.0071 ips: 10.0836 images/s
[08/17 07:17:34] ppdet.engine INFO: Epoch: [4] [15800/54024] learning_rate: 0.000100 loss_class: 0.764594 loss_bbox: 0.147160 loss_giou: 0.598009 loss_class_aux: 2.415292 loss_bbox_aux: 0.500987 loss_giou_aux: 1.916113 loss_class_dn: 0.394217 loss_bbox_dn: 0.147007 loss_giou_dn: 0.504693 loss_class_aux_dn: 0.874625 loss_bbox_aux_dn: 0.374783 loss_giou_aux_dn: 1.183721 loss: 9.917082 eta: 30 days, 1:34:09 batch_cost: 0.6798 data_cost: 0.0036 ips: 11.7678 images/s
[08/17 07:19:47] ppdet.engine INFO: Epoch: [4] [16000/54024] learning_rate: 0.000100 loss_class: 0.777907 loss_bbox: 0.140963 loss_giou: 0.599952 loss_class_aux: 2.420066 loss_bbox_aux: 0.472074 loss_giou_aux: 1.909579 loss_class_dn: 0.391079 loss_bbox_dn: 0.152028 loss_giou_dn: 0.494471 loss_class_aux_dn: 0.870956 loss_bbox_aux_dn: 0.384444 loss_giou_aux_dn: 1.172140 loss: 9.807167 eta: 30 days, 1:22:56 batch_cost: 0.6201 data_cost: 0.0008 ips: 12.9012 images/s
[08/17 07:22:01] ppdet.engine INFO: Epoch: [4] [16200/54024] learning_rate: 0.000100 loss_class: 0.782006 loss_bbox: 0.154810 loss_giou: 0.566072 loss_class_aux: 2.424558 loss_bbox_aux: 0.501597 loss_giou_aux: 1.800107 loss_class_dn: 0.389714 loss_bbox_dn: 0.153216 loss_giou_dn: 0.480343 loss_class_aux_dn: 0.875976 loss_bbox_aux_dn: 0.394077 loss_giou_aux_dn: 1.128954 loss: 9.884571 eta: 30 days, 1:12:29 batch_cost: 0.6277 data_cost: 0.0189 ips: 12.7447 images/s
[08/17 07:24:28] ppdet.engine INFO: Epoch: [4] [16400/54024] learning_rate: 0.000100 loss_class: 0.780720 loss_bbox: 0.149028 loss_giou: 0.573648 loss_class_aux: 2.444681 loss_bbox_aux: 0.495806 loss_giou_aux: 1.823750 loss_class_dn: 0.400294 loss_bbox_dn: 0.155679 loss_giou_dn: 0.484955 loss_class_aux_dn: 0.879908 loss_bbox_aux_dn: 0.394576 loss_giou_aux_dn: 1.136824 loss: 9.884249 eta: 30 days, 1:08:50 batch_cost: 0.6968 data_cost: 0.0301 ips: 11.4807 images/s
[08/17 07:26:42] ppdet.engine INFO: Epoch: [4] [16600/54024] learning_rate: 0.000100 loss_class: 0.799123 loss_bbox: 0.146094 loss_giou: 0.614383 loss_class_aux: 2.515947 loss_bbox_aux: 0.481253 loss_giou_aux: 1.951447 loss_class_dn: 0.398448 loss_bbox_dn: 0.161160 loss_giou_dn: 0.525526 loss_class_aux_dn: 0.887105 loss_bbox_aux_dn: 0.410259 loss_giou_aux_dn: 1.225295 loss: 10.128219 eta: 30 days, 0:58:24 batch_cost: 0.6273 data_cost: 0.0107 ips: 12.7521 images/s
[08/17 07:29:20] ppdet.engine INFO: Epoch: [4] [16800/54024] learning_rate: 0.000100 loss_class: 0.806512 loss_bbox: 0.143594 loss_giou: 0.599204 loss_class_aux: 2.520512 loss_bbox_aux: 0.479086 loss_giou_aux: 1.889287 loss_class_dn: 0.398826 loss_bbox_dn: 0.157012 loss_giou_dn: 0.485993 loss_class_aux_dn: 0.880767 loss_bbox_aux_dn: 0.394300 loss_giou_aux_dn: 1.145314 loss: 9.928726 eta: 30 days, 1:00:17 batch_cost: 0.7533 data_cost: 0.0008 ips: 10.6203 images/s
[08/17 07:31:43] ppdet.engine INFO: Epoch: [4] [17000/54024] learning_rate: 0.000100 loss_class: 0.764754 loss_bbox: 0.144804 loss_giou: 0.612187 loss_class_aux: 2.353739 loss_bbox_aux: 0.483224 loss_giou_aux: 1.920806 loss_class_dn: 0.394979 loss_bbox_dn: 0.141723 loss_giou_dn: 0.495780 loss_class_aux_dn: 0.870057 loss_bbox_aux_dn: 0.376252 loss_giou_aux_dn: 1.154106 loss: 10.007349 eta: 30 days, 0:54:34 batch_cost: 0.6754 data_cost: 0.0493 ips: 11.8443 images/s
[08/17 07:33:51] ppdet.engine INFO: Epoch: [4] [17200/54024] learning_rate: 0.000100 loss_class: 0.800421 loss_bbox: 0.143620 loss_giou: 0.580163 loss_class_aux: 2.491770 loss_bbox_aux: 0.495209 loss_giou_aux: 1.870489 loss_class_dn: 0.398415 loss_bbox_dn: 0.153339 loss_giou_dn: 0.485426 loss_class_aux_dn: 0.880335 loss_bbox_aux_dn: 0.386589 loss_giou_aux_dn: 1.156458 loss: 9.875527 eta: 30 days, 0:41:37 batch_cost: 0.6009 data_cost: 0.0170 ips: 13.3138 images/s
[08/17 07:36:31] ppdet.engine INFO: Epoch: [4] [17400/54024] learning_rate: 0.000100 loss_class: 0.789838 loss_bbox: 0.146816 loss_giou: 0.553695 loss_class_aux: 2.483569 loss_bbox_aux: 0.484768 loss_giou_aux: 1.798371 loss_class_dn: 0.381238 loss_bbox_dn: 0.153453 loss_giou_dn: 0.470275 loss_class_aux_dn: 0.857849 loss_bbox_aux_dn: 0.398276 loss_giou_aux_dn: 1.115928 loss: 9.575500 eta: 30 days, 0:43:25 batch_cost: 0.7525 data_cost: 0.0272 ips: 10.6318 images/s
[08/17 07:38:47] ppdet.engine INFO: Epoch: [4] [17600/54024] learning_rate: 0.000100 loss_class: 0.784228 loss_bbox: 0.149836 loss_giou: 0.581189 loss_class_aux: 2.479501 loss_bbox_aux: 0.508076 loss_giou_aux: 1.861714 loss_class_dn: 0.388994 loss_bbox_dn: 0.151258 loss_giou_dn: 0.481188 loss_class_aux_dn: 0.860387 loss_bbox_aux_dn: 0.389077 loss_giou_aux_dn: 1.147751 loss: 9.880167 eta: 30 days, 0:34:11 batch_cost: 0.6388 data_cost: 0.0091 ips: 12.5242 images/s
[08/17 07:41:20] ppdet.engine INFO: Epoch: [4] [17800/54024] learning_rate: 0.000100 loss_class: 0.747076 loss_bbox: 0.147890 loss_giou: 0.606281 loss_class_aux: 2.371624 loss_bbox_aux: 0.494978 loss_giou_aux: 1.922792 loss_class_dn: 0.385229 loss_bbox_dn: 0.158165 loss_giou_dn: 0.503827 loss_class_aux_dn: 0.858608 loss_bbox_aux_dn: 0.396644 loss_giou_aux_dn: 1.171567 loss: 9.814002 eta: 30 days, 0:32:43 batch_cost: 0.7190 data_cost: 0.0270 ips: 11.1272 images/s
[08/17 07:43:34] ppdet.engine INFO: Epoch: [4] [18000/54024] learning_rate: 0.000100 loss_class: 0.811204 loss_bbox: 0.150891 loss_giou: 0.638308 loss_class_aux: 2.527196 loss_bbox_aux: 0.502692 loss_giou_aux: 2.039025 loss_class_dn: 0.410162 loss_bbox_dn: 0.152273 loss_giou_dn: 0.531588 loss_class_aux_dn: 0.909622 loss_bbox_aux_dn: 0.384145 loss_giou_aux_dn: 1.242533 loss: 10.322933 eta: 30 days, 0:22:27 batch_cost: 0.6278 data_cost: 0.0476 ips: 12.7432 images/s
[08/17 07:46:21] ppdet.engine INFO: Epoch: [4] [18200/54024] learning_rate: 0.000100 loss_class: 0.757709 loss_bbox: 0.140601 loss_giou: 0.570866 loss_class_aux: 2.387876 loss_bbox_aux: 0.476154 loss_giou_aux: 1.850526 loss_class_dn: 0.381471 loss_bbox_dn: 0.150458 loss_giou_dn: 0.477608 loss_class_aux_dn: 0.849466 loss_bbox_aux_dn: 0.385920 loss_giou_aux_dn: 1.117084 loss: 9.713686 eta: 30 days, 0:28:27 batch_cost: 0.7960 data_cost: 0.0037 ips: 10.0498 images/s
[08/17 07:48:33] ppdet.engine INFO: Epoch: [4] [18400/54024] learning_rate: 0.000100 loss_class: 0.786646 loss_bbox: 0.149425 loss_giou: 0.608491 loss_class_aux: 2.483700 loss_bbox_aux: 0.507377 loss_giou_aux: 1.950496 loss_class_dn: 0.393384 loss_bbox_dn: 0.154956 loss_giou_dn: 0.513750 loss_class_aux_dn: 0.876557 loss_bbox_aux_dn: 0.396525 loss_giou_aux_dn: 1.186613 loss: 10.061149 eta: 30 days, 0:17:35 batch_cost: 0.6214 data_cost: 0.0008 ips: 12.8744 images/s
[08/17 07:51:04] ppdet.engine INFO: Epoch: [4] [18600/54024] learning_rate: 0.000100 loss_class: 0.784107 loss_bbox: 0.147262 loss_giou: 0.614515 loss_class_aux: 2.445619 loss_bbox_aux: 0.491369 loss_giou_aux: 1.959824 loss_class_dn: 0.389908 loss_bbox_dn: 0.151449 loss_giou_dn: 0.509806 loss_class_aux_dn: 0.864880 loss_bbox_aux_dn: 0.381422 loss_giou_aux_dn: 1.179944 loss: 9.912534 eta: 30 days, 0:15:28 batch_cost: 0.7119 data_cost: 0.0258 ips: 11.2374 images/s
[08/17 07:53:40] ppdet.engine INFO: Epoch: [4] [18800/54024] learning_rate: 0.000100 loss_class: 0.742289 loss_bbox: 0.137930 loss_giou: 0.561414 loss_class_aux: 2.301920 loss_bbox_aux: 0.472223 loss_giou_aux: 1.842974 loss_class_dn: 0.370360 loss_bbox_dn: 0.146842 loss_giou_dn: 0.471690 loss_class_aux_dn: 0.822367 loss_bbox_aux_dn: 0.368995 loss_giou_aux_dn: 1.107041 loss: 9.370877 eta: 30 days, 0:15:22 batch_cost: 0.7330 data_cost: 0.0085 ips: 10.9144 images/s
[08/17 07:56:25] ppdet.engine INFO: Epoch: [4] [19000/54024] learning_rate: 0.000100 loss_class: 0.755453 loss_bbox: 0.146831 loss_giou: 0.575742 loss_class_aux: 2.384116 loss_bbox_aux: 0.494043 loss_giou_aux: 1.835186 loss_class_dn: 0.386880 loss_bbox_dn: 0.159263 loss_giou_dn: 0.474146 loss_class_aux_dn: 0.858874 loss_bbox_aux_dn: 0.397757 loss_giou_aux_dn: 1.125550 loss: 9.782763 eta: 30 days, 0:20:14 batch_cost: 0.7849 data_cost: 0.0718 ips: 10.1919 images/s
[08/17 07:59:14] ppdet.engine INFO: Epoch: [4] [19200/54024] learning_rate: 0.000100 loss_class: 0.763366 loss_bbox: 0.143974 loss_giou: 0.617814 loss_class_aux: 2.381948 loss_bbox_aux: 0.474222 loss_giou_aux: 1.995452 loss_class_dn: 0.389267 loss_bbox_dn: 0.140841 loss_giou_dn: 0.493839 loss_class_aux_dn: 0.864375 loss_bbox_aux_dn: 0.359738 loss_giou_aux_dn: 1.154147 loss: 9.937056 eta: 30 days, 0:27:13 batch_cost: 0.8071 data_cost: 0.0211 ips: 9.9114 images/s
[08/17 08:01:55] ppdet.engine INFO: Epoch: [4] [19400/54024] learning_rate: 0.000100 loss_class: 0.783459 loss_bbox: 0.150234 loss_giou: 0.596903 loss_class_aux: 2.399188 loss_bbox_aux: 0.499895 loss_giou_aux: 1.885094 loss_class_dn: 0.392070 loss_bbox_dn: 0.154918 loss_giou_dn: 0.488301 loss_class_aux_dn: 0.874055 loss_bbox_aux_dn: 0.384012 loss_giou_aux_dn: 1.142578 loss: 10.007683 eta: 30 days, 0:30:09 batch_cost: 0.7652 data_cost: 0.0008 ips: 10.4552 images/s
[08/17 08:04:20] ppdet.engine INFO: Epoch: [4] [19600/54024] learning_rate: 0.000100 loss_class: 0.767103 loss_bbox: 0.153755 loss_giou: 0.589947 loss_class_aux: 2.419409 loss_bbox_aux: 0.501199 loss_giou_aux: 1.877097 loss_class_dn: 0.386060 loss_bbox_dn: 0.153179 loss_giou_dn: 0.504976 loss_class_aux_dn: 0.854902 loss_bbox_aux_dn: 0.386231 loss_giou_aux_dn: 1.159546 loss: 9.828696 eta: 30 days, 0:25:28 batch_cost: 0.6855 data_cost: 0.0504 ips: 11.6696 images/s
[08/17 08:06:40] ppdet.engine INFO: Epoch: [4] [19800/54024] learning_rate: 0.000100 loss_class: 0.757426 loss_bbox: 0.137236 loss_giou: 0.559328 loss_class_aux: 2.351971 loss_bbox_aux: 0.465749 loss_giou_aux: 1.796509 loss_class_dn: 0.377374 loss_bbox_dn: 0.145384 loss_giou_dn: 0.461149 loss_class_aux_dn: 0.840544 loss_bbox_aux_dn: 0.371303 loss_giou_aux_dn: 1.070741 loss: 9.450992 eta: 30 days, 0:17:59 batch_cost: 0.6561 data_cost: 0.0154 ips: 12.1942 images/s
[08/17 08:09:11] ppdet.engine INFO: Epoch: [4] [20000/54024] learning_rate: 0.000100 loss_class: 0.794414 loss_bbox: 0.149053 loss_giou: 0.601490 loss_class_aux: 2.496837 loss_bbox_aux: 0.493743 loss_giou_aux: 1.914301 loss_class_dn: 0.401064 loss_bbox_dn: 0.150023 loss_giou_dn: 0.505857 loss_class_aux_dn: 0.885123 loss_bbox_aux_dn: 0.379291 loss_giou_aux_dn: 1.178759 loss: 10.009034 eta: 30 days, 0:15:52 batch_cost: 0.7123 data_cost: 0.0034 ips: 11.2317 images/s
[08/17 08:11:34] ppdet.engine INFO: Epoch: [4] [20200/54024] learning_rate: 0.000100 loss_class: 0.768879 loss_bbox: 0.142720 loss_giou: 0.602441 loss_class_aux: 2.446506 loss_bbox_aux: 0.470316 loss_giou_aux: 1.935619 loss_class_dn: 0.405424 loss_bbox_dn: 0.146805 loss_giou_dn: 0.512955 loss_class_aux_dn: 0.886077 loss_bbox_aux_dn: 0.370737 loss_giou_aux_dn: 1.196742 loss: 9.939987 eta: 30 days, 0:10:18 batch_cost: 0.6760 data_cost: 0.0046 ips: 11.8343 images/s
[08/17 08:13:58] ppdet.engine INFO: Epoch: [4] [20400/54024] learning_rate: 0.000100 loss_class: 0.776300 loss_bbox: 0.151407 loss_giou: 0.552833 loss_class_aux: 2.417904 loss_bbox_aux: 0.511361 loss_giou_aux: 1.759819 loss_class_dn: 0.378485 loss_bbox_dn: 0.156739 loss_giou_dn: 0.458807 loss_class_aux_dn: 0.838584 loss_bbox_aux_dn: 0.399853 loss_giou_aux_dn: 1.093116 loss: 9.583220 eta: 30 days, 0:04:54 batch_cost: 0.6777 data_cost: 0.0031 ips: 11.8038 images/s
[08/17 08:16:20] ppdet.engine INFO: Epoch: [4] [20600/54024] learning_rate: 0.000100 loss_class: 0.782020 loss_bbox: 0.147002 loss_giou: 0.604556 loss_class_aux: 2.473559 loss_bbox_aux: 0.489794 loss_giou_aux: 1.924357 loss_class_dn: 0.390325 loss_bbox_dn: 0.149399 loss_giou_dn: 0.500308 loss_class_aux_dn: 0.856746 loss_bbox_aux_dn: 0.382395 loss_giou_aux_dn: 1.178473 loss: 10.132257 eta: 29 days, 23:58:36 batch_cost: 0.6679 data_cost: 0.0217 ips: 11.9771 images/s
[08/17 08:18:52] ppdet.engine INFO: Epoch: [4] [20800/54024] learning_rate: 0.000100 loss_class: 0.773304 loss_bbox: 0.140676 loss_giou: 0.561740 loss_class_aux: 2.438599 loss_bbox_aux: 0.471098 loss_giou_aux: 1.800290 loss_class_dn: 0.381908 loss_bbox_dn: 0.149794 loss_giou_dn: 0.488559 loss_class_aux_dn: 0.858361 loss_bbox_aux_dn: 0.383985 loss_giou_aux_dn: 1.126272 loss: 9.580194 eta: 29 days, 23:56:40 batch_cost: 0.7142 data_cost: 0.0573 ips: 11.2020 images/s
[08/17 08:21:10] ppdet.engine INFO: Epoch: [4] [21000/54024] learning_rate: 0.000100 loss_class: 0.784354 loss_bbox: 0.149601 loss_giou: 0.605768 loss_class_aux: 2.494268 loss_bbox_aux: 0.501247 loss_giou_aux: 1.946759 loss_class_dn: 0.405591 loss_bbox_dn: 0.158135 loss_giou_dn: 0.513420 loss_class_aux_dn: 0.898140 loss_bbox_aux_dn: 0.405251 loss_giou_aux_dn: 1.201266 loss: 10.211561 eta: 29 days, 23:48:19 batch_cost: 0.6460 data_cost: 0.0008 ips: 12.3843 images/s
[08/17 08:23:29] ppdet.engine INFO: Epoch: [4] [21200/54024] learning_rate: 0.000100 loss_class: 0.786763 loss_bbox: 0.147447 loss_giou: 0.546389 loss_class_aux: 2.448068 loss_bbox_aux: 0.488170 loss_giou_aux: 1.765078 loss_class_dn: 0.381707 loss_bbox_dn: 0.151828 loss_giou_dn: 0.471461 loss_class_aux_dn: 0.853792 loss_bbox_aux_dn: 0.386359 loss_giou_aux_dn: 1.124586 loss: 9.605321 eta: 29 days, 23:40:44 batch_cost: 0.6541 data_cost: 0.0250 ips: 12.2311 images/s
[08/17 08:26:18] ppdet.engine INFO: Epoch: [4] [21400/54024] learning_rate: 0.000100 loss_class: 0.748409 loss_bbox: 0.140466 loss_giou: 0.574753 loss_class_aux: 2.375674 loss_bbox_aux: 0.472793 loss_giou_aux: 1.837466 loss_class_dn: 0.375002 loss_bbox_dn: 0.148393 loss_giou_dn: 0.487076 loss_class_aux_dn: 0.831625 loss_bbox_aux_dn: 0.387253 loss_giou_aux_dn: 1.121364 loss: 9.519668 eta: 29 days, 23:46:52 batch_cost: 0.7997 data_cost: 0.0012 ips: 10.0033 images/s
[08/17 08:28:41] ppdet.engine INFO: Epoch: [4] [21600/54024] learning_rate: 0.000100 loss_class: 0.774572 loss_bbox: 0.140999 loss_giou: 0.554842 loss_class_aux: 2.409758 loss_bbox_aux: 0.474778 loss_giou_aux: 1.758714 loss_class_dn: 0.380144 loss_bbox_dn: 0.142049 loss_giou_dn: 0.469981 loss_class_aux_dn: 0.836984 loss_bbox_aux_dn: 0.368278 loss_giou_aux_dn: 1.094842 loss: 9.506014 eta: 29 days, 23:41:05 batch_cost: 0.6730 data_cost: 0.0262 ips: 11.8873 images/s
[08/17 08:31:28] ppdet.engine INFO: Epoch: [4] [21800/54024] learning_rate: 0.000100 loss_class: 0.779149 loss_bbox: 0.149516 loss_giou: 0.593834 loss_class_aux: 2.386578 loss_bbox_aux: 0.503521 loss_giou_aux: 1.888031 loss_class_dn: 0.392041 loss_bbox_dn: 0.150865 loss_giou_dn: 0.502018 loss_class_aux_dn: 0.873315 loss_bbox_aux_dn: 0.378927 loss_giou_aux_dn: 1.189935 loss: 9.974465 eta: 29 days, 23:47:09 batch_cost: 0.7995 data_cost: 0.0234 ips: 10.0058 images/s
[08/17 08:34:04] ppdet.engine INFO: Epoch: [4] [22000/54024] learning_rate: 0.000100 loss_class: 0.765304 loss_bbox: 0.139167 loss_giou: 0.611662 loss_class_aux: 2.398975 loss_bbox_aux: 0.466062 loss_giou_aux: 1.941929 loss_class_dn: 0.389570 loss_bbox_dn: 0.149287 loss_giou_dn: 0.497660 loss_class_aux_dn: 0.851109 loss_bbox_aux_dn: 0.385013 loss_giou_aux_dn: 1.165906 loss: 9.961841 eta: 29 days, 23:47:22 batch_cost: 0.7370 data_cost: 0.0175 ips: 10.8549 images/s
[08/17 08:36:25] ppdet.engine INFO: Epoch: [4] [22200/54024] learning_rate: 0.000100 loss_class: 0.769000 loss_bbox: 0.150148 loss_giou: 0.589096 loss_class_aux: 2.429759 loss_bbox_aux: 0.507736 loss_giou_aux: 1.877365 loss_class_dn: 0.389216 loss_bbox_dn: 0.152096 loss_giou_dn: 0.495276 loss_class_aux_dn: 0.873276 loss_bbox_aux_dn: 0.381330 loss_giou_aux_dn: 1.169305 loss: 9.999557 eta: 29 days, 23:40:39 batch_cost: 0.6631 data_cost: 0.0278 ips: 12.0648 images/s
[08/17 08:38:44] ppdet.engine INFO: Epoch: [4] [22400/54024] learning_rate: 0.000100 loss_class: 0.783378 loss_bbox: 0.149800 loss_giou: 0.622176 loss_class_aux: 2.403931 loss_bbox_aux: 0.500372 loss_giou_aux: 1.999444 loss_class_dn: 0.392472 loss_bbox_dn: 0.154607 loss_giou_dn: 0.491954 loss_class_aux_dn: 0.876132 loss_bbox_aux_dn: 0.400812 loss_giou_aux_dn: 1.160418 loss: 9.901346 eta: 29 days, 23:32:44 batch_cost: 0.6501 data_cost: 0.0101 ips: 12.3056 images/s
[08/17 08:40:57] ppdet.engine INFO: Epoch: [4] [22600/54024] learning_rate: 0.000100 loss_class: 0.790564 loss_bbox: 0.140408 loss_giou: 0.598664 loss_class_aux: 2.488526 loss_bbox_aux: 0.477162 loss_giou_aux: 1.909354 loss_class_dn: 0.407653 loss_bbox_dn: 0.151331 loss_giou_dn: 0.504582 loss_class_aux_dn: 0.903478 loss_bbox_aux_dn: 0.392232 loss_giou_aux_dn: 1.180073 loss: 10.053345 eta: 29 days, 23:22:14 batch_cost: 0.6220 data_cost: 0.0198 ips: 12.8615 images/s
[08/17 08:43:23] ppdet.engine INFO: Epoch: [4] [22800/54024] learning_rate: 0.000100 loss_class: 0.804940 loss_bbox: 0.147572 loss_giou: 0.598650 loss_class_aux: 2.490204 loss_bbox_aux: 0.508929 loss_giou_aux: 1.921758 loss_class_dn: 0.386788 loss_bbox_dn: 0.157221 loss_giou_dn: 0.505115 loss_class_aux_dn: 0.866459 loss_bbox_aux_dn: 0.410148 loss_giou_aux_dn: 1.194048 loss: 9.936076 eta: 29 days, 23:17:34 batch_cost: 0.6847 data_cost: 0.0009 ips: 11.6843 images/s
[08/17 08:45:50] ppdet.engine INFO: Epoch: [4] [23000/54024] learning_rate: 0.000100 loss_class: 0.780851 loss_bbox: 0.144559 loss_giou: 0.591342 loss_class_aux: 2.432396 loss_bbox_aux: 0.497181 loss_giou_aux: 1.886321 loss_class_dn: 0.398827 loss_bbox_dn: 0.156667 loss_giou_dn: 0.498938 loss_class_aux_dn: 0.877608 loss_bbox_aux_dn: 0.404424 loss_giou_aux_dn: 1.155850 loss: 10.282562 eta: 29 days, 23:13:56 batch_cost: 0.6955 data_cost: 0.0016 ips: 11.5022 images/s
[08/17 08:48:14] ppdet.engine INFO: Epoch: [4] [23200/54024] learning_rate: 0.000100 loss_class: 0.748894 loss_bbox: 0.144766 loss_giou: 0.578308 loss_class_aux: 2.364202 loss_bbox_aux: 0.474530 loss_giou_aux: 1.835921 loss_class_dn: 0.382738 loss_bbox_dn: 0.151404 loss_giou_dn: 0.490159 loss_class_aux_dn: 0.857398 loss_bbox_aux_dn: 0.383188 loss_giou_aux_dn: 1.159015 loss: 9.688379 eta: 29 days, 23:08:20 batch_cost: 0.6744 data_cost: 0.0505 ips: 11.8625 images/s
[08/17 08:50:37] ppdet.engine INFO: Epoch: [4] [23400/54024] learning_rate: 0.000100 loss_class: 0.764502 loss_bbox: 0.146379 loss_giou: 0.611755 loss_class_aux: 2.401088 loss_bbox_aux: 0.490963 loss_giou_aux: 1.987445 loss_class_dn: 0.402955 loss_bbox_dn: 0.151799 loss_giou_dn: 0.517521 loss_class_aux_dn: 0.884825 loss_bbox_aux_dn: 0.393661 loss_giou_aux_dn: 1.211784 loss: 10.031262 eta: 29 days, 23:02:48 batch_cost: 0.6750 data_cost: 0.0008 ips: 11.8517 images/s
[08/17 08:53:04] ppdet.engine INFO: Epoch: [4] [23600/54024] learning_rate: 0.000100 loss_class: 0.753878 loss_bbox: 0.138698 loss_giou: 0.586298 loss_class_aux: 2.360999 loss_bbox_aux: 0.462066 loss_giou_aux: 1.865110 loss_class_dn: 0.390356 loss_bbox_dn: 0.150450 loss_giou_dn: 0.495390 loss_class_aux_dn: 0.855844 loss_bbox_aux_dn: 0.379429 loss_giou_aux_dn: 1.158354 loss: 9.864696 eta: 29 days, 22:58:58 batch_cost: 0.6932 data_cost: 0.0306 ips: 11.5403 images/s
[08/17 08:55:16] ppdet.engine INFO: Epoch: [4] [23800/54024] learning_rate: 0.000100 loss_class: 0.764859 loss_bbox: 0.147926 loss_giou: 0.609481 loss_class_aux: 2.398682 loss_bbox_aux: 0.490616 loss_giou_aux: 1.922073 loss_class_dn: 0.387588 loss_bbox_dn: 0.149889 loss_giou_dn: 0.494222 loss_class_aux_dn: 0.855438 loss_bbox_aux_dn: 0.381110 loss_giou_aux_dn: 1.143206 loss: 10.020192 eta: 29 days, 22:48:33 batch_cost: 0.6219 data_cost: 0.0137 ips: 12.8636 images/s
[08/17 08:57:45] ppdet.engine INFO: Epoch: [4] [24000/54024] learning_rate: 0.000100 loss_class: 0.753660 loss_bbox: 0.139989 loss_giou: 0.566983 loss_class_aux: 2.382244 loss_bbox_aux: 0.479428 loss_giou_aux: 1.763395 loss_class_dn: 0.371662 loss_bbox_dn: 0.152855 loss_giou_dn: 0.464989 loss_class_aux_dn: 0.821679 loss_bbox_aux_dn: 0.387188 loss_giou_aux_dn: 1.072549 loss: 9.434495 eta: 29 days, 22:45:46 batch_cost: 0.7045 data_cost: 0.0320 ips: 11.3562 images/s
[08/17 09:00:08] ppdet.engine INFO: Epoch: [4] [24200/54024] learning_rate: 0.000100 loss_class: 0.762812 loss_bbox: 0.147106 loss_giou: 0.604043 loss_class_aux: 2.398714 loss_bbox_aux: 0.508587 loss_giou_aux: 1.929167 loss_class_dn: 0.383761 loss_bbox_dn: 0.154837 loss_giou_dn: 0.490508 loss_class_aux_dn: 0.862294 loss_bbox_aux_dn: 0.401822 loss_giou_aux_dn: 1.134980 loss: 9.735738 eta: 29 days, 22:39:23 batch_cost: 0.6653 data_cost: 0.0655 ips: 12.0251 images/s
[08/17 09:02:30] ppdet.engine INFO: Epoch: [4] [24400/54024] learning_rate: 0.000100 loss_class: 0.801618 loss_bbox: 0.145808 loss_giou: 0.587170 loss_class_aux: 2.490333 loss_bbox_aux: 0.474640 loss_giou_aux: 1.885687 loss_class_dn: 0.390834 loss_bbox_dn: 0.151087 loss_giou_dn: 0.487924 loss_class_aux_dn: 0.864391 loss_bbox_aux_dn: 0.383504 loss_giou_aux_dn: 1.156807 loss: 9.871191 eta: 29 days, 22:33:10 batch_cost: 0.6670 data_cost: 0.0008 ips: 11.9945 images/s
[08/17 09:04:56] ppdet.engine INFO: Epoch: [4] [24600/54024] learning_rate: 0.000100 loss_class: 0.785995 loss_bbox: 0.149531 loss_giou: 0.629452 loss_class_aux: 2.465272 loss_bbox_aux: 0.506696 loss_giou_aux: 2.028101 loss_class_dn: 0.401717 loss_bbox_dn: 0.155919 loss_giou_dn: 0.514091 loss_class_aux_dn: 0.887879 loss_bbox_aux_dn: 0.400797 loss_giou_aux_dn: 1.212968 loss: 10.185016 eta: 29 days, 22:29:12 batch_cost: 0.6913 data_cost: 0.0218 ips: 11.5723 images/s
[08/17 09:07:41] ppdet.engine INFO: Epoch: [4] [24800/54024] learning_rate: 0.000100 loss_class: 0.775298 loss_bbox: 0.145483 loss_giou: 0.541276 loss_class_aux: 2.413218 loss_bbox_aux: 0.486343 loss_giou_aux: 1.756831 loss_class_dn: 0.373822 loss_bbox_dn: 0.150078 loss_giou_dn: 0.467286 loss_class_aux_dn: 0.834772 loss_bbox_aux_dn: 0.389113 loss_giou_aux_dn: 1.109631 loss: 9.647265 eta: 29 days, 22:33:34 batch_cost: 0.7823 data_cost: 0.0326 ips: 10.2258 images/s
[08/17 09:10:07] ppdet.engine INFO: Epoch: [4] [25000/54024] learning_rate: 0.000100 loss_class: 0.785053 loss_bbox: 0.146061 loss_giou: 0.583811 loss_class_aux: 2.471806 loss_bbox_aux: 0.481216 loss_giou_aux: 1.870232 loss_class_dn: 0.392509 loss_bbox_dn: 0.150158 loss_giou_dn: 0.501823 loss_class_aux_dn: 0.870907 loss_bbox_aux_dn: 0.375872 loss_giou_aux_dn: 1.174971 loss: 10.340274 eta: 29 days, 22:29:13 batch_cost: 0.6871 data_cost: 0.0234 ips: 11.6426 images/s
[08/17 09:12:41] ppdet.engine INFO: Epoch: [4] [25200/54024] learning_rate: 0.000100 loss_class: 0.769827 loss_bbox: 0.143168 loss_giou: 0.552205 loss_class_aux: 2.403552 loss_bbox_aux: 0.486203 loss_giou_aux: 1.750589 loss_class_dn: 0.379372 loss_bbox_dn: 0.147238 loss_giou_dn: 0.475259 loss_class_aux_dn: 0.853215 loss_bbox_aux_dn: 0.390061 loss_giou_aux_dn: 1.119727 loss: 9.624955 eta: 29 days, 22:28:22 batch_cost: 0.7255 data_cost: 0.0570 ips: 11.0263 images/s
[08/17 09:15:21] ppdet.engine INFO: Epoch: [4] [25400/54024] learning_rate: 0.000100 loss_class: 0.793883 loss_bbox: 0.150545 loss_giou: 0.582736 loss_class_aux: 2.481116 loss_bbox_aux: 0.501987 loss_giou_aux: 1.866596 loss_class_dn: 0.390183 loss_bbox_dn: 0.154184 loss_giou_dn: 0.492587 loss_class_aux_dn: 0.871585 loss_bbox_aux_dn: 0.388906 loss_giou_aux_dn: 1.148087 loss: 9.921607 eta: 29 days, 22:30:38 batch_cost: 0.7598 data_cost: 0.0245 ips: 10.5296 images/s
[08/17 09:17:57] ppdet.engine INFO: Epoch: [4] [25600/54024] learning_rate: 0.000100 loss_class: 0.788428 loss_bbox: 0.148259 loss_giou: 0.571375 loss_class_aux: 2.453229 loss_bbox_aux: 0.498551 loss_giou_aux: 1.827799 loss_class_dn: 0.389449 loss_bbox_dn: 0.156289 loss_giou_dn: 0.470899 loss_class_aux_dn: 0.866340 loss_bbox_aux_dn: 0.391653 loss_giou_aux_dn: 1.120073 loss: 9.939244 eta: 29 days, 22:30:53 batch_cost: 0.7377 data_cost: 0.0137 ips: 10.8447 images/s
[08/17 09:20:27] ppdet.engine INFO: Epoch: [4] [25800/54024] learning_rate: 0.000100 loss_class: 0.783912 loss_bbox: 0.145173 loss_giou: 0.598920 loss_class_aux: 2.411847 loss_bbox_aux: 0.488952 loss_giou_aux: 1.931189 loss_class_dn: 0.396785 loss_bbox_dn: 0.150038 loss_giou_dn: 0.499134 loss_class_aux_dn: 0.879138 loss_bbox_aux_dn: 0.383204 loss_giou_aux_dn: 1.173310 loss: 9.837287 eta: 29 days, 22:28:42 batch_cost: 0.7111 data_cost: 0.0008 ips: 11.2499 images/s
[08/17 09:23:05] ppdet.engine INFO: Epoch: [4] [26000/54024] learning_rate: 0.000100 loss_class: 0.805204 loss_bbox: 0.148265 loss_giou: 0.581383 loss_class_aux: 2.492234 loss_bbox_aux: 0.501395 loss_giou_aux: 1.860556 loss_class_dn: 0.403315 loss_bbox_dn: 0.152977 loss_giou_dn: 0.498606 loss_class_aux_dn: 0.898343 loss_bbox_aux_dn: 0.396758 loss_giou_aux_dn: 1.163124 loss: 10.074404 eta: 29 days, 22:29:22 batch_cost: 0.7425 data_cost: 0.0062 ips: 10.7746 images/s
[08/17 09:25:22] ppdet.engine INFO: Epoch: [4] [26200/54024] learning_rate: 0.000100 loss_class: 0.811728 loss_bbox: 0.143928 loss_giou: 0.624935 loss_class_aux: 2.533570 loss_bbox_aux: 0.481259 loss_giou_aux: 2.013940 loss_class_dn: 0.407826 loss_bbox_dn: 0.157112 loss_giou_dn: 0.510443 loss_class_aux_dn: 0.892728 loss_bbox_aux_dn: 0.401346 loss_giou_aux_dn: 1.194410 loss: 10.326452 eta: 29 days, 22:21:05 batch_cost: 0.6436 data_cost: 0.0112 ips: 12.4300 images/s
[08/17 09:27:39] ppdet.engine INFO: Epoch: [4] [26400/54024] learning_rate: 0.000100 loss_class: 0.799994 loss_bbox: 0.145508 loss_giou: 0.650760 loss_class_aux: 2.492577 loss_bbox_aux: 0.488546 loss_giou_aux: 2.074825 loss_class_dn: 0.409494 loss_bbox_dn: 0.153178 loss_giou_dn: 0.509785 loss_class_aux_dn: 0.906482 loss_bbox_aux_dn: 0.387058 loss_giou_aux_dn: 1.214204 loss: 10.108536 eta: 29 days, 22:12:44 batch_cost: 0.6429 data_cost: 0.0506 ips: 12.4431 images/s
[08/17 09:30:07] ppdet.engine INFO: Epoch: [4] [26600/54024] learning_rate: 0.000100 loss_class: 0.783890 loss_bbox: 0.144804 loss_giou: 0.566008 loss_class_aux: 2.459392 loss_bbox_aux: 0.491072 loss_giou_aux: 1.808543 loss_class_dn: 0.386585 loss_bbox_dn: 0.158766 loss_giou_dn: 0.480903 loss_class_aux_dn: 0.860896 loss_bbox_aux_dn: 0.402725 loss_giou_aux_dn: 1.126116 loss: 9.922721 eta: 29 days, 22:09:37 batch_cost: 0.7005 data_cost: 0.0162 ips: 11.4210 images/s
[08/17 09:32:38] ppdet.engine INFO: Epoch: [4] [26800/54024] learning_rate: 0.000100 loss_class: 0.807809 loss_bbox: 0.148484 loss_giou: 0.623802 loss_class_aux: 2.518018 loss_bbox_aux: 0.489625 loss_giou_aux: 1.985512 loss_class_dn: 0.418997 loss_bbox_dn: 0.151342 loss_giou_dn: 0.529267 loss_class_aux_dn: 0.928397 loss_bbox_aux_dn: 0.379690 loss_giou_aux_dn: 1.231849 loss: 10.460151 eta: 29 days, 22:07:55 batch_cost: 0.7164 data_cost: 0.0096 ips: 11.1672 images/s
[08/17 09:35:02] ppdet.engine INFO: Epoch: [4] [27000/54024] learning_rate: 0.000100 loss_class: 0.806234 loss_bbox: 0.145757 loss_giou: 0.613967 loss_class_aux: 2.484251 loss_bbox_aux: 0.480333 loss_giou_aux: 1.950567 loss_class_dn: 0.393001 loss_bbox_dn: 0.147446 loss_giou_dn: 0.506233 loss_class_aux_dn: 0.870222 loss_bbox_aux_dn: 0.381715 loss_giou_aux_dn: 1.199197 loss: 9.979327 eta: 29 days, 22:02:46 batch_cost: 0.6779 data_cost: 0.0008 ips: 11.8018 images/s
[08/17 09:37:22] ppdet.engine INFO: Epoch: [4] [27200/54024] learning_rate: 0.000100 loss_class: 0.760474 loss_bbox: 0.137610 loss_giou: 0.560793 loss_class_aux: 2.361722 loss_bbox_aux: 0.464502 loss_giou_aux: 1.801087 loss_class_dn: 0.380320 loss_bbox_dn: 0.147905 loss_giou_dn: 0.470178 loss_class_aux_dn: 0.843039 loss_bbox_aux_dn: 0.383854 loss_giou_aux_dn: 1.109219 loss: 9.598982 eta: 29 days, 21:55:39 batch_cost: 0.6559 data_cost: 0.0042 ips: 12.1968 images/s
[08/17 09:39:47] ppdet.engine INFO: Epoch: [4] [27400/54024] learning_rate: 0.000100 loss_class: 0.774066 loss_bbox: 0.141838 loss_giou: 0.600618 loss_class_aux: 2.439482 loss_bbox_aux: 0.479095 loss_giou_aux: 1.923957 loss_class_dn: 0.402018 loss_bbox_dn: 0.145802 loss_giou_dn: 0.494909 loss_class_aux_dn: 0.876185 loss_bbox_aux_dn: 0.379991 loss_giou_aux_dn: 1.162606 loss: 10.011839 eta: 29 days, 21:50:28 batch_cost: 0.6774 data_cost: 0.0009 ips: 11.8094 images/s
[08/17 09:42:20] ppdet.engine INFO: Epoch: [4] [27600/54024] learning_rate: 0.000100 loss_class: 0.798558 loss_bbox: 0.137243 loss_giou: 0.581350 loss_class_aux: 2.461061 loss_bbox_aux: 0.464061 loss_giou_aux: 1.861765 loss_class_dn: 0.380952 loss_bbox_dn: 0.141437 loss_giou_dn: 0.486192 loss_class_aux_dn: 0.852345 loss_bbox_aux_dn: 0.370720 loss_giou_aux_dn: 1.130501 loss: 9.623879 eta: 29 days, 21:49:32 batch_cost: 0.7248 data_cost: 0.0599 ips: 11.0382 images/s
[08/17 09:44:54] ppdet.engine INFO: Epoch: [4] [27800/54024] learning_rate: 0.000100 loss_class: 0.756405 loss_bbox: 0.145946 loss_giou: 0.611346 loss_class_aux: 2.373226 loss_bbox_aux: 0.479821 loss_giou_aux: 1.942356 loss_class_dn: 0.381267 loss_bbox_dn: 0.147255 loss_giou_dn: 0.509205 loss_class_aux_dn: 0.845632 loss_bbox_aux_dn: 0.375174 loss_giou_aux_dn: 1.184490 loss: 9.730719 eta: 29 days, 21:49:00 batch_cost: 0.7292 data_cost: 0.0188 ips: 10.9708 images/s
[08/17 09:47:10] ppdet.engine INFO: Epoch: [4] [28000/54024] learning_rate: 0.000100 loss_class: 0.780637 loss_bbox: 0.148823 loss_giou: 0.580537 loss_class_aux: 2.437749 loss_bbox_aux: 0.501934 loss_giou_aux: 1.883693 loss_class_dn: 0.389794 loss_bbox_dn: 0.158742 loss_giou_dn: 0.477516 loss_class_aux_dn: 0.866740 loss_bbox_aux_dn: 0.390891 loss_giou_aux_dn: 1.120691 loss: 9.948738 eta: 29 days, 21:39:56 batch_cost: 0.6337 data_cost: 0.0179 ips: 12.6240 images/s
[08/17 09:49:38] ppdet.engine INFO: Epoch: [4] [28200/54024] learning_rate: 0.000100 loss_class: 0.787884 loss_bbox: 0.145744 loss_giou: 0.600316 loss_class_aux: 2.465663 loss_bbox_aux: 0.487928 loss_giou_aux: 1.900051 loss_class_dn: 0.396598 loss_bbox_dn: 0.149995 loss_giou_dn: 0.507059 loss_class_aux_dn: 0.880935 loss_bbox_aux_dn: 0.382121 loss_giou_aux_dn: 1.178153 loss: 10.232276 eta: 29 days, 21:36:52 batch_cost: 0.7008 data_cost: 0.0027 ips: 11.4160 images/s
[08/17 09:52:02] ppdet.engine INFO: Epoch: [4] [28400/54024] learning_rate: 0.000100 loss_class: 0.771357 loss_bbox: 0.147620 loss_giou: 0.586464 loss_class_aux: 2.356793 loss_bbox_aux: 0.488165 loss_giou_aux: 1.893271 loss_class_dn: 0.389308 loss_bbox_dn: 0.149811 loss_giou_dn: 0.485723 loss_class_aux_dn: 0.865930 loss_bbox_aux_dn: 0.366042 loss_giou_aux_dn: 1.138728 loss: 9.985649 eta: 29 days, 21:31:35 batch_cost: 0.6758 data_cost: 0.0009 ips: 11.8376 images/s
[08/17 09:54:27] ppdet.engine INFO: Epoch: [4] [28600/54024] learning_rate: 0.000100 loss_class: 0.768082 loss_bbox: 0.139839 loss_giou: 0.547666 loss_class_aux: 2.391212 loss_bbox_aux: 0.467595 loss_giou_aux: 1.768736 loss_class_dn: 0.376357 loss_bbox_dn: 0.147932 loss_giou_dn: 0.480537 loss_class_aux_dn: 0.850801 loss_bbox_aux_dn: 0.375908 loss_giou_aux_dn: 1.144987 loss: 9.567699 eta: 29 days, 21:27:06 batch_cost: 0.6847 data_cost: 0.0472 ips: 11.6837 images/s
[08/17 09:56:46] ppdet.engine INFO: Epoch: [4] [28800/54024] learning_rate: 0.000100 loss_class: 0.781931 loss_bbox: 0.148756 loss_giou: 0.589198 loss_class_aux: 2.421803 loss_bbox_aux: 0.472618 loss_giou_aux: 1.852441 loss_class_dn: 0.383695 loss_bbox_dn: 0.152109 loss_giou_dn: 0.489435 loss_class_aux_dn: 0.851833 loss_bbox_aux_dn: 0.390308 loss_giou_aux_dn: 1.158530 loss: 9.824758 eta: 29 days, 21:19:13 batch_cost: 0.6465 data_cost: 0.0320 ips: 12.3738 images/s
[08/17 09:59:10] ppdet.engine INFO: Epoch: [4] [29000/54024] learning_rate: 0.000100 loss_class: 0.784536 loss_bbox: 0.145841 loss_giou: 0.608267 loss_class_aux: 2.481909 loss_bbox_aux: 0.489540 loss_giou_aux: 1.916538 loss_class_dn: 0.408132 loss_bbox_dn: 0.153968 loss_giou_dn: 0.500123 loss_class_aux_dn: 0.902500 loss_bbox_aux_dn: 0.396699 loss_giou_aux_dn: 1.179705 loss: 10.030907 eta: 29 days, 21:14:09 batch_cost: 0.6778 data_cost: 0.0071 ips: 11.8024 images/s
[08/17 10:01:27] ppdet.engine INFO: Epoch: [4] [29200/54024] learning_rate: 0.000100 loss_class: 0.793339 loss_bbox: 0.146431 loss_giou: 0.605770 loss_class_aux: 2.458571 loss_bbox_aux: 0.490364 loss_giou_aux: 1.925624 loss_class_dn: 0.402001 loss_bbox_dn: 0.148359 loss_giou_dn: 0.496086 loss_class_aux_dn: 0.884126 loss_bbox_aux_dn: 0.380026 loss_giou_aux_dn: 1.171216 loss: 10.017413 eta: 29 days, 21:06:24 batch_cost: 0.6477 data_cost: 0.0139 ips: 12.3515 images/s
[08/17 10:03:44] ppdet.engine INFO: Epoch: [4] [29400/54024] learning_rate: 0.000100 loss_class: 0.786759 loss_bbox: 0.150990 loss_giou: 0.582887 loss_class_aux: 2.460578 loss_bbox_aux: 0.514713 loss_giou_aux: 1.859661 loss_class_dn: 0.395706 loss_bbox_dn: 0.171330 loss_giou_dn: 0.503476 loss_class_aux_dn: 0.876877 loss_bbox_aux_dn: 0.421157 loss_giou_aux_dn: 1.164999 loss: 10.054904 eta: 29 days, 20:57:55 batch_cost: 0.6391 data_cost: 0.0258 ips: 12.5172 images/s
[08/17 10:05:42] ppdet.engine INFO: Epoch: [4] [29600/54024] learning_rate: 0.000100 loss_class: 0.782708 loss_bbox: 0.148255 loss_giou: 0.599057 loss_class_aux: 2.413514 loss_bbox_aux: 0.500198 loss_giou_aux: 1.889592 loss_class_dn: 0.393499 loss_bbox_dn: 0.155926 loss_giou_dn: 0.499032 loss_class_aux_dn: 0.866408 loss_bbox_aux_dn: 0.380291 loss_giou_aux_dn: 1.180173 loss: 10.064954 eta: 29 days, 20:41:21 batch_cost: 0.5473 data_cost: 0.0044 ips: 14.6169 images/s
[08/17 10:08:00] ppdet.engine INFO: Epoch: [4] [29800/54024] learning_rate: 0.000100 loss_class: 0.755017 loss_bbox: 0.142708 loss_giou: 0.544775 loss_class_aux: 2.371345 loss_bbox_aux: 0.457718 loss_giou_aux: 1.771856 loss_class_dn: 0.368880 loss_bbox_dn: 0.146283 loss_giou_dn: 0.462598 loss_class_aux_dn: 0.820016 loss_bbox_aux_dn: 0.370671 loss_giou_aux_dn: 1.099843 loss: 9.226849 eta: 29 days, 20:34:02 batch_cost: 0.6518 data_cost: 0.0398 ips: 12.2742 images/s
[08/17 10:10:34] ppdet.engine INFO: Epoch: [4] [30000/54024] learning_rate: 0.000100 loss_class: 0.777167 loss_bbox: 0.143010 loss_giou: 0.601585 loss_class_aux: 2.432648 loss_bbox_aux: 0.480611 loss_giou_aux: 1.921879 loss_class_dn: 0.386374 loss_bbox_dn: 0.153762 loss_giou_dn: 0.496355 loss_class_aux_dn: 0.867128 loss_bbox_aux_dn: 0.388720 loss_giou_aux_dn: 1.164160 loss: 9.824698 eta: 29 days, 20:33:30 batch_cost: 0.7287 data_cost: 0.0717 ips: 10.9791 images/s
[08/17 10:13:03] ppdet.engine INFO: Epoch: [4] [30200/54024] learning_rate: 0.000100 loss_class: 0.753990 loss_bbox: 0.147582 loss_giou: 0.582402 loss_class_aux: 2.407394 loss_bbox_aux: 0.491483 loss_giou_aux: 1.861981 loss_class_dn: 0.383770 loss_bbox_dn: 0.150482 loss_giou_dn: 0.488786 loss_class_aux_dn: 0.861426 loss_bbox_aux_dn: 0.385482 loss_giou_aux_dn: 1.140557 loss: 9.876392 eta: 29 days, 20:30:26 batch_cost: 0.6999 data_cost: 0.0069 ips: 11.4296 images/s
[08/17 10:15:27] ppdet.engine INFO: Epoch: [4] [30400/54024] learning_rate: 0.000100 loss_class: 0.776937 loss_bbox: 0.145122 loss_giou: 0.599658 loss_class_aux: 2.405537 loss_bbox_aux: 0.489011 loss_giou_aux: 1.909466 loss_class_dn: 0.398341 loss_bbox_dn: 0.149182 loss_giou_dn: 0.493751 loss_class_aux_dn: 0.892817 loss_bbox_aux_dn: 0.392510 loss_giou_aux_dn: 1.167870 loss: 10.134254 eta: 29 days, 20:25:44 batch_cost: 0.6812 data_cost: 0.0189 ips: 11.7432 images/s
[08/17 10:17:59] ppdet.engine INFO: Epoch: [4] [30600/54024] learning_rate: 0.000100 loss_class: 0.808737 loss_bbox: 0.149735 loss_giou: 0.616165 loss_class_aux: 2.538859 loss_bbox_aux: 0.482400 loss_giou_aux: 1.964607 loss_class_dn: 0.402262 loss_bbox_dn: 0.148908 loss_giou_dn: 0.515364 loss_class_aux_dn: 0.895112 loss_bbox_aux_dn: 0.381083 loss_giou_aux_dn: 1.204690 loss: 10.133993 eta: 29 days, 20:24:24 batch_cost: 0.7197 data_cost: 0.0122 ips: 11.1152 images/s
[08/17 10:20:21] ppdet.engine INFO: Epoch: [4] [30800/54024] learning_rate: 0.000100 loss_class: 0.786221 loss_bbox: 0.145375 loss_giou: 0.580929 loss_class_aux: 2.430908 loss_bbox_aux: 0.486344 loss_giou_aux: 1.847743 loss_class_dn: 0.380929 loss_bbox_dn: 0.149391 loss_giou_dn: 0.466941 loss_class_aux_dn: 0.846734 loss_bbox_aux_dn: 0.386436 loss_giou_aux_dn: 1.110286 loss: 9.790890 eta: 29 days, 20:18:46 batch_cost: 0.6704 data_cost: 0.0571 ips: 11.9324 images/s
[08/17 10:22:54] ppdet.engine INFO: Epoch: [4] [31000/54024] learning_rate: 0.000100 loss_class: 0.767392 loss_bbox: 0.137622 loss_giou: 0.581176 loss_class_aux: 2.393598 loss_bbox_aux: 0.461436 loss_giou_aux: 1.874620 loss_class_dn: 0.378568 loss_bbox_dn: 0.151629 loss_giou_dn: 0.476047 loss_class_aux_dn: 0.844770 loss_bbox_aux_dn: 0.388963 loss_giou_aux_dn: 1.121094 loss: 9.646284 eta: 29 days, 20:17:42 batch_cost: 0.7227 data_cost: 0.0070 ips: 11.0699 images/s
[08/17 10:25:28] ppdet.engine INFO: Epoch: [4] [31200/54024] learning_rate: 0.000100 loss_class: 0.780660 loss_bbox: 0.143652 loss_giou: 0.610599 loss_class_aux: 2.490717 loss_bbox_aux: 0.482174 loss_giou_aux: 1.953610 loss_class_dn: 0.392351 loss_bbox_dn: 0.155374 loss_giou_dn: 0.513685 loss_class_aux_dn: 0.884632 loss_bbox_aux_dn: 0.385698 loss_giou_aux_dn: 1.207703 loss: 10.033969 eta: 29 days, 20:16:37 batch_cost: 0.7226 data_cost: 0.0318 ips: 11.0710 images/s
[08/17 10:27:55] ppdet.engine INFO: Epoch: [4] [31400/54024] learning_rate: 0.000100 loss_class: 0.747817 loss_bbox: 0.139459 loss_giou: 0.582431 loss_class_aux: 2.329847 loss_bbox_aux: 0.467206 loss_giou_aux: 1.823322 loss_class_dn: 0.386344 loss_bbox_dn: 0.149717 loss_giou_dn: 0.493127 loss_class_aux_dn: 0.857099 loss_bbox_aux_dn: 0.379317 loss_giou_aux_dn: 1.149671 loss: 9.767040 eta: 29 days, 20:13:04 batch_cost: 0.6942 data_cost: 0.0205 ips: 11.5233 images/s
[08/17 10:30:24] ppdet.engine INFO: Epoch: [4] [31600/54024] learning_rate: 0.000100 loss_class: 0.765224 loss_bbox: 0.141824 loss_giou: 0.604758 loss_class_aux: 2.411764 loss_bbox_aux: 0.476121 loss_giou_aux: 1.884777 loss_class_dn: 0.388696 loss_bbox_dn: 0.148124 loss_giou_dn: 0.489190 loss_class_aux_dn: 0.867495 loss_bbox_aux_dn: 0.376520 loss_giou_aux_dn: 1.144847 loss: 9.750127 eta: 29 days, 20:09:53 batch_cost: 0.6984 data_cost: 0.0256 ips: 11.4549 images/s
[08/17 10:32:48] ppdet.engine INFO: Epoch: [4] [31800/54024] learning_rate: 0.000100 loss_class: 0.750975 loss_bbox: 0.138710 loss_giou: 0.568061 loss_class_aux: 2.360707 loss_bbox_aux: 0.463880 loss_giou_aux: 1.836033 loss_class_dn: 0.388162 loss_bbox_dn: 0.148909 loss_giou_dn: 0.479537 loss_class_aux_dn: 0.866978 loss_bbox_aux_dn: 0.379208 loss_giou_aux_dn: 1.136579 loss: 9.723258 eta: 29 days, 20:05:13 batch_cost: 0.6814 data_cost: 0.0395 ips: 11.7406 images/s
[08/17 10:35:04] ppdet.engine INFO: Epoch: [4] [32000/54024] learning_rate: 0.000100 loss_class: 0.778862 loss_bbox: 0.144202 loss_giou: 0.574319 loss_class_aux: 2.417948 loss_bbox_aux: 0.483884 loss_giou_aux: 1.823200 loss_class_dn: 0.381706 loss_bbox_dn: 0.156038 loss_giou_dn: 0.484548 loss_class_aux_dn: 0.847272 loss_bbox_aux_dn: 0.401588 loss_giou_aux_dn: 1.143607 loss: 9.738728 eta: 29 days, 19:56:53 batch_cost: 0.6388 data_cost: 0.0335 ips: 12.5242 images/s
[08/17 10:37:30] ppdet.engine INFO: Epoch: [4] [32200/54024] learning_rate: 0.000100 loss_class: 0.756357 loss_bbox: 0.135207 loss_giou: 0.572581 loss_class_aux: 2.386312 loss_bbox_aux: 0.448832 loss_giou_aux: 1.824404 loss_class_dn: 0.379675 loss_bbox_dn: 0.147052 loss_giou_dn: 0.476872 loss_class_aux_dn: 0.839109 loss_bbox_aux_dn: 0.375113 loss_giou_aux_dn: 1.115468 loss: 9.570457 eta: 29 days, 19:52:51 batch_cost: 0.6886 data_cost: 0.0645 ips: 11.6180 images/s
[08/17 10:39:46] ppdet.engine INFO: Epoch: [4] [32400/54024] learning_rate: 0.000100 loss_class: 0.806020 loss_bbox: 0.153016 loss_giou: 0.609475 loss_class_aux: 2.511204 loss_bbox_aux: 0.518862 loss_giou_aux: 1.919204 loss_class_dn: 0.409328 loss_bbox_dn: 0.165275 loss_giou_dn: 0.516124 loss_class_aux_dn: 0.906255 loss_bbox_aux_dn: 0.420091 loss_giou_aux_dn: 1.207091 loss: 10.276668 eta: 29 days, 19:44:30 batch_cost: 0.6383 data_cost: 0.0317 ips: 12.5340 images/s
[08/17 10:42:05] ppdet.engine INFO: Epoch: [4] [32600/54024] learning_rate: 0.000100 loss_class: 0.770399 loss_bbox: 0.143696 loss_giou: 0.554825 loss_class_aux: 2.414572 loss_bbox_aux: 0.475264 loss_giou_aux: 1.783012 loss_class_dn: 0.383790 loss_bbox_dn: 0.146302 loss_giou_dn: 0.478162 loss_class_aux_dn: 0.844503 loss_bbox_aux_dn: 0.368319 loss_giou_aux_dn: 1.130328 loss: 9.742457 eta: 29 days, 19:37:23 batch_cost: 0.6525 data_cost: 0.0237 ips: 12.2601 images/s
[08/17 10:45:01] ppdet.engine INFO: Epoch: [4] [32800/54024] learning_rate: 0.000100 loss_class: 0.769573 loss_bbox: 0.137332 loss_giou: 0.601981 loss_class_aux: 2.363395 loss_bbox_aux: 0.471412 loss_giou_aux: 1.891448 loss_class_dn: 0.389848 loss_bbox_dn: 0.141960 loss_giou_dn: 0.487907 loss_class_aux_dn: 0.864645 loss_bbox_aux_dn: 0.366719 loss_giou_aux_dn: 1.139654 loss: 9.732861 eta: 29 days, 19:46:04 batch_cost: 0.8357 data_cost: 0.0363 ips: 9.5728 images/s
[08/17 10:47:24] ppdet.engine INFO: Epoch: [4] [33000/54024] learning_rate: 0.000100 loss_class: 0.786826 loss_bbox: 0.144673 loss_giou: 0.592436 loss_class_aux: 2.466956 loss_bbox_aux: 0.480630 loss_giou_aux: 1.891083 loss_class_dn: 0.390657 loss_bbox_dn: 0.151730 loss_giou_dn: 0.476950 loss_class_aux_dn: 0.862073 loss_bbox_aux_dn: 0.377309 loss_giou_aux_dn: 1.117333 loss: 9.851871 eta: 29 days, 19:40:53 batch_cost: 0.6750 data_cost: 0.0256 ips: 11.8517 images/s
[08/17 10:50:13] ppdet.engine INFO: Epoch: [4] [33200/54024] learning_rate: 0.000100 loss_class: 0.790967 loss_bbox: 0.141716 loss_giou: 0.544344 loss_class_aux: 2.430731 loss_bbox_aux: 0.478437 loss_giou_aux: 1.759288 loss_class_dn: 0.388792 loss_bbox_dn: 0.151143 loss_giou_dn: 0.462815 loss_class_aux_dn: 0.861854 loss_bbox_aux_dn: 0.384774 loss_giou_aux_dn: 1.094518 loss: 9.659416 eta: 29 days, 19:46:24 batch_cost: 0.7994 data_cost: 0.0133 ips: 10.0080 images/s
[08/17 10:52:18] ppdet.engine INFO: Epoch: [4] [33400/54024] learning_rate: 0.000100 loss_class: 0.791589 loss_bbox: 0.143582 loss_giou: 0.581796 loss_class_aux: 2.449006 loss_bbox_aux: 0.488117 loss_giou_aux: 1.879768 loss_class_dn: 0.400546 loss_bbox_dn: 0.153343 loss_giou_dn: 0.486233 loss_class_aux_dn: 0.910104 loss_bbox_aux_dn: 0.387831 loss_giou_aux_dn: 1.164032 loss: 10.213109 eta: 29 days, 19:33:16 batch_cost: 0.5823 data_cost: 0.0218 ips: 13.7396 images/s
[08/17 10:54:42] ppdet.engine INFO: Epoch: [4] [33600/54024] learning_rate: 0.000100 loss_class: 0.784340 loss_bbox: 0.145994 loss_giou: 0.577764 loss_class_aux: 2.471844 loss_bbox_aux: 0.488279 loss_giou_aux: 1.876176 loss_class_dn: 0.393990 loss_bbox_dn: 0.150572 loss_giou_dn: 0.482787 loss_class_aux_dn: 0.879954 loss_bbox_aux_dn: 0.387003 loss_giou_aux_dn: 1.147334 loss: 10.073627 eta: 29 days, 19:28:35 batch_cost: 0.6805 data_cost: 0.0644 ips: 11.7565 images/s
[08/17 10:57:24] ppdet.engine INFO: Epoch: [4] [33800/54024] learning_rate: 0.000100 loss_class: 0.769558 loss_bbox: 0.144745 loss_giou: 0.535696 loss_class_aux: 2.441237 loss_bbox_aux: 0.478965 loss_giou_aux: 1.739407 loss_class_dn: 0.381219 loss_bbox_dn: 0.153340 loss_giou_dn: 0.469965 loss_class_aux_dn: 0.849333 loss_bbox_aux_dn: 0.395217 loss_giou_aux_dn: 1.116755 loss: 9.592616 eta: 29 days, 19:31:26 batch_cost: 0.7685 data_cost: 0.0009 ips: 10.4098 images/s
[08/17 10:59:41] ppdet.engine INFO: Epoch: [4] [34000/54024] learning_rate: 0.000100 loss_class: 0.793385 loss_bbox: 0.145489 loss_giou: 0.601220 loss_class_aux: 2.499240 loss_bbox_aux: 0.506052 loss_giou_aux: 1.916579 loss_class_dn: 0.407689 loss_bbox_dn: 0.157735 loss_giou_dn: 0.519268 loss_class_aux_dn: 0.903442 loss_bbox_aux_dn: 0.401852 loss_giou_aux_dn: 1.201189 loss: 10.232605 eta: 29 days, 19:23:27 batch_cost: 0.6418 data_cost: 0.0077 ips: 12.4658 images/s
[08/17 11:02:09] ppdet.engine INFO: Epoch: [4] [34200/54024] learning_rate: 0.000100 loss_class: 0.756870 loss_bbox: 0.140259 loss_giou: 0.562613 loss_class_aux: 2.349076 loss_bbox_aux: 0.471278 loss_giou_aux: 1.780647 loss_class_dn: 0.362553 loss_bbox_dn: 0.144944 loss_giou_dn: 0.461905 loss_class_aux_dn: 0.814615 loss_bbox_aux_dn: 0.380262 loss_giou_aux_dn: 1.085474 loss: 9.424048 eta: 29 days, 19:20:00 batch_cost: 0.6949 data_cost: 0.0156 ips: 11.5124 images/s
[08/17 11:04:26] ppdet.engine INFO: Epoch: [4] [34400/54024] learning_rate: 0.000100 loss_class: 0.757602 loss_bbox: 0.145800 loss_giou: 0.573992 loss_class_aux: 2.379389 loss_bbox_aux: 0.482141 loss_giou_aux: 1.837462 loss_class_dn: 0.386140 loss_bbox_dn: 0.151802 loss_giou_dn: 0.462033 loss_class_aux_dn: 0.870489 loss_bbox_aux_dn: 0.384643 loss_giou_aux_dn: 1.117858 loss: 9.732479 eta: 29 days, 19:12:11 batch_cost: 0.6434 data_cost: 0.0308 ips: 12.4335 images/s
[08/17 11:06:45] ppdet.engine INFO: Epoch: [4] [34600/54024] learning_rate: 0.000100 loss_class: 0.770271 loss_bbox: 0.143851 loss_giou: 0.598210 loss_class_aux: 2.408048 loss_bbox_aux: 0.488363 loss_giou_aux: 1.914846 loss_class_dn: 0.389277 loss_bbox_dn: 0.144720 loss_giou_dn: 0.498663 loss_class_aux_dn: 0.880215 loss_bbox_aux_dn: 0.372152 loss_giou_aux_dn: 1.177569 loss: 9.736045 eta: 29 days, 19:04:43 batch_cost: 0.6474 data_cost: 0.0148 ips: 12.3576 images/s
[08/17 11:08:57] ppdet.engine INFO: Epoch: [4] [34800/54024] learning_rate: 0.000100 loss_class: 0.763748 loss_bbox: 0.143631 loss_giou: 0.582170 loss_class_aux: 2.410889 loss_bbox_aux: 0.489903 loss_giou_aux: 1.846751 loss_class_dn: 0.389933 loss_bbox_dn: 0.149755 loss_giou_dn: 0.474605 loss_class_aux_dn: 0.858660 loss_bbox_aux_dn: 0.378735 loss_giou_aux_dn: 1.117628 loss: 9.791564 eta: 29 days, 18:54:41 batch_cost: 0.6172 data_cost: 0.0119 ips: 12.9625 images/s
[08/17 11:11:07] ppdet.engine INFO: Epoch: [4] [35000/54024] learning_rate: 0.000100 loss_class: 0.745962 loss_bbox: 0.148458 loss_giou: 0.589427 loss_class_aux: 2.315024 loss_bbox_aux: 0.499205 loss_giou_aux: 1.892767 loss_class_dn: 0.388361 loss_bbox_dn: 0.154815 loss_giou_dn: 0.487497 loss_class_aux_dn: 0.859827 loss_bbox_aux_dn: 0.394181 loss_giou_aux_dn: 1.137415 loss: 9.764627 eta: 29 days, 18:43:41 batch_cost: 0.6052 data_cost: 0.0008 ips: 13.2190 images/s
[08/17 11:13:31] ppdet.engine INFO: Epoch: [4] [35200/54024] learning_rate: 0.000100 loss_class: 0.792134 loss_bbox: 0.146945 loss_giou: 0.599942 loss_class_aux: 2.460198 loss_bbox_aux: 0.502492 loss_giou_aux: 1.945090 loss_class_dn: 0.399955 loss_bbox_dn: 0.153249 loss_giou_dn: 0.507683 loss_class_aux_dn: 0.884604 loss_bbox_aux_dn: 0.384411 loss_giou_aux_dn: 1.184334 loss: 10.210734 eta: 29 days, 18:38:40 batch_cost: 0.6758 data_cost: 0.0093 ips: 11.8379 images/s
[08/17 11:16:17] ppdet.engine INFO: Epoch: [4] [35400/54024] learning_rate: 0.000100 loss_class: 0.783138 loss_bbox: 0.145314 loss_giou: 0.573501 loss_class_aux: 2.444529 loss_bbox_aux: 0.483113 loss_giou_aux: 1.833039 loss_class_dn: 0.384212 loss_bbox_dn: 0.160681 loss_giou_dn: 0.476759 loss_class_aux_dn: 0.852305 loss_bbox_aux_dn: 0.397773 loss_giou_aux_dn: 1.113443 loss: 9.461367 eta: 29 days, 18:42:58 batch_cost: 0.7859 data_cost: 0.0077 ips: 10.1789 images/s
W0817 11:21:17.388650 14586 sampler.cpp:189] bvar is busy at sampling for 2 seconds!
[08/17 11:22:03] ppdet.engine INFO: Epoch: [4] [35600/54024] learning_rate: 0.000100 loss_class: 0.782558 loss_bbox: 0.153412 loss_giou: 0.582809 loss_class_aux: 2.466586 loss_bbox_aux: 0.505188 loss_giou_aux: 1.867881 loss_class_dn: 0.403445 loss_bbox_dn: 0.154973 loss_giou_dn: 0.497094 loss_class_aux_dn: 0.887434 loss_bbox_aux_dn: 0.391715 loss_giou_aux_dn: 1.170670 loss: 10.216269 eta: 29 days, 20:03:25 batch_cost: 1.6881 data_cost: 0.0326 ips: 4.7391 images/s
[08/17 11:24:10] ppdet.engine INFO: Epoch: [4] [35800/54024] learning_rate: 0.000100 loss_class: 0.784719 loss_bbox: 0.147176 loss_giou: 0.575655 loss_class_aux: 2.480864 loss_bbox_aux: 0.485275 loss_giou_aux: 1.849021 loss_class_dn: 0.386157 loss_bbox_dn: 0.153538 loss_giou_dn: 0.473672 loss_class_aux_dn: 0.858890 loss_bbox_aux_dn: 0.391761 loss_giou_aux_dn: 1.119533 loss: 9.867187 eta: 29 days, 19:51:21 batch_cost: 0.5933 data_cost: 0.0090 ips: 13.4834 images/s
[08/17 11:26:33] ppdet.engine INFO: Epoch: [4] [36000/54024] learning_rate: 0.000100 loss_class: 0.761197 loss_bbox: 0.141762 loss_giou: 0.587230 loss_class_aux: 2.407114 loss_bbox_aux: 0.470280 loss_giou_aux: 1.904372 loss_class_dn: 0.392185 loss_bbox_dn: 0.151903 loss_giou_dn: 0.495727 loss_class_aux_dn: 0.860063 loss_bbox_aux_dn: 0.377738 loss_giou_aux_dn: 1.171278 loss: 9.925841 eta: 29 days, 19:45:55 batch_cost: 0.6720 data_cost: 0.0070 ips: 11.9055 images/s
[08/17 11:28:50] ppdet.engine INFO: Epoch: [4] [36200/54024] learning_rate: 0.000100 loss_class: 0.782141 loss_bbox: 0.144720 loss_giou: 0.579715 loss_class_aux: 2.438869 loss_bbox_aux: 0.486221 loss_giou_aux: 1.860785 loss_class_dn: 0.388205 loss_bbox_dn: 0.151710 loss_giou_dn: 0.482440 loss_class_aux_dn: 0.861350 loss_bbox_aux_dn: 0.395925 loss_giou_aux_dn: 1.143197 loss: 9.839342 eta: 29 days, 19:37:46 batch_cost: 0.6394 data_cost: 0.0198 ips: 12.5113 images/s
[08/17 11:31:29] ppdet.engine INFO: Epoch: [4] [36400/54024] learning_rate: 0.000100 loss_class: 0.794470 loss_bbox: 0.150564 loss_giou: 0.595210 loss_class_aux: 2.487310 loss_bbox_aux: 0.507625 loss_giou_aux: 1.892173 loss_class_dn: 0.393017 loss_bbox_dn: 0.156928 loss_giou_dn: 0.484405 loss_class_aux_dn: 0.879065 loss_bbox_aux_dn: 0.406913 loss_giou_aux_dn: 1.139235 loss: 10.035383 eta: 29 days, 19:39:16 batch_cost: 0.7544 data_cost: 0.0008 ips: 10.6048 images/s
[08/17 11:33:51] ppdet.engine INFO: Epoch: [4] [36600/54024] learning_rate: 0.000100 loss_class: 0.791411 loss_bbox: 0.152977 loss_giou: 0.615251 loss_class_aux: 2.481429 loss_bbox_aux: 0.511482 loss_giou_aux: 1.955869 loss_class_dn: 0.393060 loss_bbox_dn: 0.158992 loss_giou_dn: 0.501507 loss_class_aux_dn: 0.869843 loss_bbox_aux_dn: 0.400583 loss_giou_aux_dn: 1.186221 loss: 10.120474 eta: 29 days, 19:33:14 batch_cost: 0.6646 data_cost: 0.0014 ips: 12.0375 images/s
[08/17 11:36:14] ppdet.engine INFO: Epoch: [4] [36800/54024] learning_rate: 0.000100 loss_class: 0.758045 loss_bbox: 0.146604 loss_giou: 0.561135 loss_class_aux: 2.386573 loss_bbox_aux: 0.489667 loss_giou_aux: 1.775644 loss_class_dn: 0.385979 loss_bbox_dn: 0.153825 loss_giou_dn: 0.462460 loss_class_aux_dn: 0.852021 loss_bbox_aux_dn: 0.390718 loss_giou_aux_dn: 1.076819 loss: 9.641898 eta: 29 days, 19:27:43 batch_cost: 0.6705 data_cost: 0.0046 ips: 11.9316 images/s
[08/17 11:38:42] ppdet.engine INFO: Epoch: [4] [37000/54024] learning_rate: 0.000100 loss_class: 0.767146 loss_bbox: 0.145721 loss_giou: 0.589313 loss_class_aux: 2.365651 loss_bbox_aux: 0.490312 loss_giou_aux: 1.852566 loss_class_dn: 0.381048 loss_bbox_dn: 0.150878 loss_giou_dn: 0.482455 loss_class_aux_dn: 0.854831 loss_bbox_aux_dn: 0.375352 loss_giou_aux_dn: 1.128102 loss: 9.927906 eta: 29 days, 19:24:47 batch_cost: 0.7014 data_cost: 0.0008 ips: 11.4063 images/s
[08/17 11:40:59] ppdet.engine INFO: Epoch: [4] [37200/54024] learning_rate: 0.000100 loss_class: 0.791105 loss_bbox: 0.139067 loss_giou: 0.567903 loss_class_aux: 2.461138 loss_bbox_aux: 0.470363 loss_giou_aux: 1.810292 loss_class_dn: 0.385669 loss_bbox_dn: 0.151642 loss_giou_dn: 0.468846 loss_class_aux_dn: 0.855808 loss_bbox_aux_dn: 0.386490 loss_giou_aux_dn: 1.106443 loss: 9.694952 eta: 29 days, 19:17:19 batch_cost: 0.6470 data_cost: 0.0378 ips: 12.3643 images/s
[08/17 11:43:44] ppdet.engine INFO: Epoch: [4] [37400/54024] learning_rate: 0.000100 loss_class: 0.764563 loss_bbox: 0.148566 loss_giou: 0.576309 loss_class_aux: 2.392069 loss_bbox_aux: 0.496136 loss_giou_aux: 1.839154 loss_class_dn: 0.392546 loss_bbox_dn: 0.153707 loss_giou_dn: 0.478370 loss_class_aux_dn: 0.875312 loss_bbox_aux_dn: 0.401433 loss_giou_aux_dn: 1.126841 loss: 9.969423 eta: 29 days, 19:21:12 batch_cost: 0.7831 data_cost: 0.1041 ips: 10.2159 images/s
[08/17 11:46:09] ppdet.engine INFO: Epoch: [4] [37600/54024] learning_rate: 0.000100 loss_class: 0.765032 loss_bbox: 0.151333 loss_giou: 0.554238 loss_class_aux: 2.400701 loss_bbox_aux: 0.495881 loss_giou_aux: 1.769615 loss_class_dn: 0.388688 loss_bbox_dn: 0.156191 loss_giou_dn: 0.473847 loss_class_aux_dn: 0.859107 loss_bbox_aux_dn: 0.398077 loss_giou_aux_dn: 1.108277 loss: 9.794097 eta: 29 days, 19:16:28 batch_cost: 0.6797 data_cost: 0.0052 ips: 11.7704 images/s
[08/17 11:48:23] ppdet.engine INFO: Epoch: [4] [37800/54024] learning_rate: 0.000100 loss_class: 0.758869 loss_bbox: 0.137855 loss_giou: 0.598606 loss_class_aux: 2.384429 loss_bbox_aux: 0.472639 loss_giou_aux: 1.906411 loss_class_dn: 0.378561 loss_bbox_dn: 0.153960 loss_giou_dn: 0.489769 loss_class_aux_dn: 0.836804 loss_bbox_aux_dn: 0.390797 loss_giou_aux_dn: 1.150669 loss: 9.473947 eta: 29 days, 19:07:15 batch_cost: 0.6256 data_cost: 0.0361 ips: 12.7873 images/s
[08/17 11:50:36] ppdet.engine INFO: Epoch: [4] [38000/54024] learning_rate: 0.000100 loss_class: 0.779016 loss_bbox: 0.145380 loss_giou: 0.623679 loss_class_aux: 2.443043 loss_bbox_aux: 0.485229 loss_giou_aux: 1.991102 loss_class_dn: 0.399925 loss_bbox_dn: 0.147345 loss_giou_dn: 0.522752 loss_class_aux_dn: 0.879284 loss_bbox_aux_dn: 0.371376 loss_giou_aux_dn: 1.236672 loss: 10.275890 eta: 29 days, 18:57:59 batch_cost: 0.6249 data_cost: 0.0855 ips: 12.8025 images/s
[08/17 11:53:09] ppdet.engine INFO: Epoch: [4] [38200/54024] learning_rate: 0.000100 loss_class: 0.789406 loss_bbox: 0.154241 loss_giou: 0.603447 loss_class_aux: 2.453450 loss_bbox_aux: 0.508337 loss_giou_aux: 1.938852 loss_class_dn: 0.397239 loss_bbox_dn: 0.148917 loss_giou_dn: 0.494322 loss_class_aux_dn: 0.885586 loss_bbox_aux_dn: 0.369185 loss_giou_aux_dn: 1.165246 loss: 10.132654 eta: 29 days, 18:57:17 batch_cost: 0.7280 data_cost: 0.0008 ips: 10.9888 images/s
[08/17 11:55:24] ppdet.engine INFO: Epoch: [4] [38400/54024] learning_rate: 0.000100 loss_class: 0.774521 loss_bbox: 0.143640 loss_giou: 0.590894 loss_class_aux: 2.440040 loss_bbox_aux: 0.480718 loss_giou_aux: 1.898673 loss_class_dn: 0.386169 loss_bbox_dn: 0.149597 loss_giou_dn: 0.500448 loss_class_aux_dn: 0.850897 loss_bbox_aux_dn: 0.386277 loss_giou_aux_dn: 1.168097 loss: 9.893431 eta: 29 days, 18:48:48 batch_cost: 0.6340 data_cost: 0.0524 ips: 12.6180 images/s
[08/17 11:57:54] ppdet.engine INFO: Epoch: [4] [38600/54024] learning_rate: 0.000100 loss_class: 0.791061 loss_bbox: 0.149048 loss_giou: 0.599252 loss_class_aux: 2.430417 loss_bbox_aux: 0.505598 loss_giou_aux: 1.926383 loss_class_dn: 0.385016 loss_bbox_dn: 0.152924 loss_giou_dn: 0.491526 loss_class_aux_dn: 0.850458 loss_bbox_aux_dn: 0.385642 loss_giou_aux_dn: 1.143662 loss: 9.840307 eta: 29 days, 18:46:43 batch_cost: 0.7111 data_cost: 0.0044 ips: 11.2498 images/s
[08/17 12:00:07] ppdet.engine INFO: Epoch: [4] [38800/54024] learning_rate: 0.000100 loss_class: 0.763122 loss_bbox: 0.139466 loss_giou: 0.571113 loss_class_aux: 2.385625 loss_bbox_aux: 0.473356 loss_giou_aux: 1.809905 loss_class_dn: 0.382031 loss_bbox_dn: 0.145652 loss_giou_dn: 0.470210 loss_class_aux_dn: 0.852938 loss_bbox_aux_dn: 0.372433 loss_giou_aux_dn: 1.099755 loss: 9.735072 eta: 29 days, 18:37:31 batch_cost: 0.6251 data_cost: 0.0170 ips: 12.7974 images/s
[08/17 12:02:28] ppdet.engine INFO: Epoch: [4] [39000/54024] learning_rate: 0.000100 loss_class: 0.729900 loss_bbox: 0.137936 loss_giou: 0.575064 loss_class_aux: 2.286341 loss_bbox_aux: 0.469383 loss_giou_aux: 1.862598 loss_class_dn: 0.380281 loss_bbox_dn: 0.151954 loss_giou_dn: 0.482005 loss_class_aux_dn: 0.837811 loss_bbox_aux_dn: 0.383438 loss_giou_aux_dn: 1.124043 loss: 9.810081 eta: 29 days, 18:31:24 batch_cost: 0.6620 data_cost: 0.0207 ips: 12.0837 images/s
[08/17 12:04:30] ppdet.engine INFO: Epoch: [4] [39200/54024] learning_rate: 0.000100 loss_class: 0.743512 loss_bbox: 0.145066 loss_giou: 0.572766 loss_class_aux: 2.325567 loss_bbox_aux: 0.471894 loss_giou_aux: 1.834051 loss_class_dn: 0.382483 loss_bbox_dn: 0.144490 loss_giou_dn: 0.488520 loss_class_aux_dn: 0.840089 loss_bbox_aux_dn: 0.367113 loss_giou_aux_dn: 1.153230 loss: 9.587932 eta: 29 days, 18:18:13 batch_cost: 0.5762 data_cost: 0.0106 ips: 13.8847 images/s
[08/17 12:06:46] ppdet.engine INFO: Epoch: [4] [39400/54024] learning_rate: 0.000100 loss_class: 0.771671 loss_bbox: 0.143239 loss_giou: 0.591967 loss_class_aux: 2.417553 loss_bbox_aux: 0.480009 loss_giou_aux: 1.891783 loss_class_dn: 0.397808 loss_bbox_dn: 0.151011 loss_giou_dn: 0.497851 loss_class_aux_dn: 0.879914 loss_bbox_aux_dn: 0.389967 loss_giou_aux_dn: 1.174268 loss: 10.057917 eta: 29 days, 18:09:49 batch_cost: 0.6340 data_cost: 0.0025 ips: 12.6178 images/s
[08/17 12:09:12] ppdet.engine INFO: Epoch: [4] [39600/54024] learning_rate: 0.000100 loss_class: 0.775429 loss_bbox: 0.146247 loss_giou: 0.576128 loss_class_aux: 2.448702 loss_bbox_aux: 0.485486 loss_giou_aux: 1.864726 loss_class_dn: 0.385760 loss_bbox_dn: 0.152353 loss_giou_dn: 0.502525 loss_class_aux_dn: 0.860194 loss_bbox_aux_dn: 0.390000 loss_giou_aux_dn: 1.167801 loss: 9.785880 eta: 29 days, 18:06:04 batch_cost: 0.6904 data_cost: 0.0303 ips: 11.5871 images/s
[08/17 12:11:18] ppdet.engine INFO: Epoch: [4] [39800/54024] learning_rate: 0.000100 loss_class: 0.751633 loss_bbox: 0.136959 loss_giou: 0.568459 loss_class_aux: 2.388645 loss_bbox_aux: 0.468979 loss_giou_aux: 1.814904 loss_class_dn: 0.371787 loss_bbox_dn: 0.147265 loss_giou_dn: 0.462422 loss_class_aux_dn: 0.835278 loss_bbox_aux_dn: 0.379683 loss_giou_aux_dn: 1.088845 loss: 9.421075 eta: 29 days, 17:54:10 batch_cost: 0.5910 data_cost: 0.0098 ips: 13.5372 images/s
[08/17 12:13:28] ppdet.engine INFO: Epoch: [4] [40000/54024] learning_rate: 0.000100 loss_class: 0.762093 loss_bbox: 0.137814 loss_giou: 0.566901 loss_class_aux: 2.386586 loss_bbox_aux: 0.454603 loss_giou_aux: 1.817133 loss_class_dn: 0.380759 loss_bbox_dn: 0.138092 loss_giou_dn: 0.480165 loss_class_aux_dn: 0.849339 loss_bbox_aux_dn: 0.353998 loss_giou_aux_dn: 1.120635 loss: 9.696421 eta: 29 days, 17:43:36 batch_cost: 0.6070 data_cost: 0.0324 ips: 13.1790 images/s
[08/17 12:16:05] ppdet.engine INFO: Epoch: [4] [40200/54024] learning_rate: 0.000100 loss_class: 0.793059 loss_bbox: 0.151248 loss_giou: 0.616854 loss_class_aux: 2.465769 loss_bbox_aux: 0.506687 loss_giou_aux: 1.950857 loss_class_dn: 0.398879 loss_bbox_dn: 0.156088 loss_giou_dn: 0.509939 loss_class_aux_dn: 0.870198 loss_bbox_aux_dn: 0.409947 loss_giou_aux_dn: 1.199076 loss: 10.092052 eta: 29 days, 17:43:57 batch_cost: 0.7401 data_cost: 0.0046 ips: 10.8090 images/s
[08/17 12:18:24] ppdet.engine INFO: Epoch: [4] [40400/54024] learning_rate: 0.000100 loss_class: 0.825691 loss_bbox: 0.151589 loss_giou: 0.591648 loss_class_aux: 2.556762 loss_bbox_aux: 0.500780 loss_giou_aux: 1.897402 loss_class_dn: 0.400084 loss_bbox_dn: 0.155058 loss_giou_dn: 0.504216 loss_class_aux_dn: 0.896694 loss_bbox_aux_dn: 0.394142 loss_giou_aux_dn: 1.192990 loss: 10.122821 eta: 29 days, 17:37:02 batch_cost: 0.6514 data_cost: 0.0072 ips: 12.2813 images/s
[08/17 12:20:27] ppdet.engine INFO: Epoch: [4] [40600/54024] learning_rate: 0.000100 loss_class: 0.815616 loss_bbox: 0.143254 loss_giou: 0.572902 loss_class_aux: 2.562872 loss_bbox_aux: 0.489021 loss_giou_aux: 1.853169 loss_class_dn: 0.397821 loss_bbox_dn: 0.156858 loss_giou_dn: 0.488035 loss_class_aux_dn: 0.888223 loss_bbox_aux_dn: 0.395457 loss_giou_aux_dn: 1.158157 loss: 9.971845 eta: 29 days, 17:24:12 batch_cost: 0.5785 data_cost: 0.0189 ips: 13.8295 images/s
[08/17 12:22:22] ppdet.engine INFO: Epoch: [4] [40800/54024] learning_rate: 0.000100 loss_class: 0.786068 loss_bbox: 0.151919 loss_giou: 0.600839 loss_class_aux: 2.474037 loss_bbox_aux: 0.504541 loss_giou_aux: 1.892901 loss_class_dn: 0.391864 loss_bbox_dn: 0.152172 loss_giou_dn: 0.486911 loss_class_aux_dn: 0.861293 loss_bbox_aux_dn: 0.389369 loss_giou_aux_dn: 1.156681 loss: 10.005252 eta: 29 days, 17:07:35 batch_cost: 0.5315 data_cost: 0.0067 ips: 15.0511 images/s
[08/17 12:24:22] ppdet.engine INFO: Epoch: [4] [41000/54024] learning_rate: 0.000100 loss_class: 0.776173 loss_bbox: 0.146500 loss_giou: 0.575811 loss_class_aux: 2.460413 loss_bbox_aux: 0.491760 loss_giou_aux: 1.827643 loss_class_dn: 0.392432 loss_bbox_dn: 0.150722 loss_giou_dn: 0.482553 loss_class_aux_dn: 0.877797 loss_bbox_aux_dn: 0.389957 loss_giou_aux_dn: 1.150580 loss: 9.874589 eta: 29 days, 16:53:08 batch_cost: 0.5578 data_cost: 0.0087 ips: 14.3425 images/s
[08/17 12:26:48] ppdet.engine INFO: Epoch: [4] [41200/54024] learning_rate: 0.000100 loss_class: 0.775085 loss_bbox: 0.143764 loss_giou: 0.568759 loss_class_aux: 2.422950 loss_bbox_aux: 0.479870 loss_giou_aux: 1.845043 loss_class_dn: 0.382986 loss_bbox_dn: 0.156525 loss_giou_dn: 0.484345 loss_class_aux_dn: 0.854266 loss_bbox_aux_dn: 0.390750 loss_giou_aux_dn: 1.131041 loss: 9.749823 eta: 29 days, 16:49:25 batch_cost: 0.6897 data_cost: 0.0260 ips: 11.5997 images/s
[08/17 12:28:54] ppdet.engine INFO: Epoch: [4] [41400/54024] learning_rate: 0.000100 loss_class: 0.785270 loss_bbox: 0.142330 loss_giou: 0.569435 loss_class_aux: 2.469625 loss_bbox_aux: 0.475037 loss_giou_aux: 1.825895 loss_class_dn: 0.391892 loss_bbox_dn: 0.152494 loss_giou_dn: 0.475972 loss_class_aux_dn: 0.870451 loss_bbox_aux_dn: 0.386161 loss_giou_aux_dn: 1.122628 loss: 9.761653 eta: 29 days, 16:37:36 batch_cost: 0.5897 data_cost: 0.0058 ips: 13.5659 images/s
[08/17 12:31:20] ppdet.engine INFO: Epoch: [4] [41600/54024] learning_rate: 0.000100 loss_class: 0.776451 loss_bbox: 0.139519 loss_giou: 0.609121 loss_class_aux: 2.448026 loss_bbox_aux: 0.460200 loss_giou_aux: 1.937061 loss_class_dn: 0.398211 loss_bbox_dn: 0.145078 loss_giou_dn: 0.497105 loss_class_aux_dn: 0.873307 loss_bbox_aux_dn: 0.374737 loss_giou_aux_dn: 1.188156 loss: 9.845043 eta: 29 days, 16:33:36 batch_cost: 0.6860 data_cost: 0.0194 ips: 11.6626 images/s
[08/17 12:33:58] ppdet.engine INFO: Epoch: [4] [41800/54024] learning_rate: 0.000100 loss_class: 0.769926 loss_bbox: 0.144750 loss_giou: 0.568207 loss_class_aux: 2.417763 loss_bbox_aux: 0.486987 loss_giou_aux: 1.826875 loss_class_dn: 0.377005 loss_bbox_dn: 0.149406 loss_giou_dn: 0.480020 loss_class_aux_dn: 0.840989 loss_bbox_aux_dn: 0.376802 loss_giou_aux_dn: 1.144052 loss: 9.707031 eta: 29 days, 16:34:49 batch_cost: 0.7506 data_cost: 0.0090 ips: 10.6581 images/s
[08/17 12:36:21] ppdet.engine INFO: Epoch: [4] [42000/54024] learning_rate: 0.000100 loss_class: 0.793188 loss_bbox: 0.148353 loss_giou: 0.556358 loss_class_aux: 2.451368 loss_bbox_aux: 0.497744 loss_giou_aux: 1.826689 loss_class_dn: 0.394171 loss_bbox_dn: 0.151756 loss_giou_dn: 0.484370 loss_class_aux_dn: 0.881071 loss_bbox_aux_dn: 0.387207 loss_giou_aux_dn: 1.116566 loss: 9.977400 eta: 29 days, 16:29:49 batch_cost: 0.6735 data_cost: 0.0359 ips: 11.8782 images/s
[08/17 12:38:30] ppdet.engine INFO: Epoch: [4] [42200/54024] learning_rate: 0.000100 loss_class: 0.782530 loss_bbox: 0.143181 loss_giou: 0.578349 loss_class_aux: 2.439833 loss_bbox_aux: 0.480379 loss_giou_aux: 1.843214 loss_class_dn: 0.393873 loss_bbox_dn: 0.150352 loss_giou_dn: 0.481960 loss_class_aux_dn: 0.869196 loss_bbox_aux_dn: 0.390232 loss_giou_aux_dn: 1.140058 loss: 9.799553 eta: 29 days, 16:19:13 batch_cost: 0.6040 data_cost: 0.0089 ips: 13.2456 images/s
[08/17 12:40:57] ppdet.engine INFO: Epoch: [4] [42400/54024] learning_rate: 0.000100 loss_class: 0.761172 loss_bbox: 0.141801 loss_giou: 0.586643 loss_class_aux: 2.364296 loss_bbox_aux: 0.487516 loss_giou_aux: 1.868686 loss_class_dn: 0.389498 loss_bbox_dn: 0.144177 loss_giou_dn: 0.491641 loss_class_aux_dn: 0.873573 loss_bbox_aux_dn: 0.375024 loss_giou_aux_dn: 1.158943 loss: 9.922352 eta: 29 days, 16:15:51 batch_cost: 0.6936 data_cost: 0.0584 ips: 11.5340 images/s
[08/17 12:43:36] ppdet.engine INFO: Epoch: [4] [42600/54024] learning_rate: 0.000100 loss_class: 0.757749 loss_bbox: 0.148907 loss_giou: 0.575633 loss_class_aux: 2.366675 loss_bbox_aux: 0.495448 loss_giou_aux: 1.841899 loss_class_dn: 0.380650 loss_bbox_dn: 0.153375 loss_giou_dn: 0.456948 loss_class_aux_dn: 0.838757 loss_bbox_aux_dn: 0.385907 loss_giou_aux_dn: 1.097738 loss: 9.482959 eta: 29 days, 16:17:28 batch_cost: 0.7555 data_cost: 0.0421 ips: 10.5888 images/s
[08/17 12:45:57] ppdet.engine INFO: Epoch: [4] [42800/54024] learning_rate: 0.000100 loss_class: 0.799913 loss_bbox: 0.151747 loss_giou: 0.604361 loss_class_aux: 2.498659 loss_bbox_aux: 0.513037 loss_giou_aux: 1.922938 loss_class_dn: 0.396385 loss_bbox_dn: 0.161801 loss_giou_dn: 0.498096 loss_class_aux_dn: 0.881421 loss_bbox_aux_dn: 0.398679 loss_giou_aux_dn: 1.158455 loss: 10.132757 eta: 29 days, 16:11:38 batch_cost: 0.6627 data_cost: 0.0320 ips: 12.0712 images/s
[08/17 12:48:14] ppdet.engine INFO: Epoch: [4] [43000/54024] learning_rate: 0.000100 loss_class: 0.778763 loss_bbox: 0.143665 loss_giou: 0.562307 loss_class_aux: 2.422917 loss_bbox_aux: 0.481921 loss_giou_aux: 1.852207 loss_class_dn: 0.394292 loss_bbox_dn: 0.152559 loss_giou_dn: 0.479372 loss_class_aux_dn: 0.874460 loss_bbox_aux_dn: 0.386290 loss_giou_aux_dn: 1.135285 loss: 9.818074 eta: 29 days, 16:04:18 batch_cost: 0.6441 data_cost: 0.0086 ips: 12.4202 images/s
[08/17 12:50:30] ppdet.engine INFO: Epoch: [4] [43200/54024] learning_rate: 0.000100 loss_class: 0.803732 loss_bbox: 0.156745 loss_giou: 0.621411 loss_class_aux: 2.474352 loss_bbox_aux: 0.515914 loss_giou_aux: 1.975391 loss_class_dn: 0.400838 loss_bbox_dn: 0.164950 loss_giou_dn: 0.511561 loss_class_aux_dn: 0.891674 loss_bbox_aux_dn: 0.404318 loss_giou_aux_dn: 1.200728 loss: 10.425684 eta: 29 days, 15:56:27 batch_cost: 0.6374 data_cost: 0.0028 ips: 12.5514 images/s
[08/17 12:52:42] ppdet.engine INFO: Epoch: [4] [43400/54024] learning_rate: 0.000100 loss_class: 0.777852 loss_bbox: 0.138824 loss_giou: 0.572248 loss_class_aux: 2.419617 loss_bbox_aux: 0.462972 loss_giou_aux: 1.817839 loss_class_dn: 0.387441 loss_bbox_dn: 0.150502 loss_giou_dn: 0.460799 loss_class_aux_dn: 0.860577 loss_bbox_aux_dn: 0.380522 loss_giou_aux_dn: 1.096743 loss: 9.619620 eta: 29 days, 15:47:15 batch_cost: 0.6202 data_cost: 0.0072 ips: 12.8981 images/s
[08/17 12:54:51] ppdet.engine INFO: Epoch: [4] [43600/54024] learning_rate: 0.000100 loss_class: 0.778065 loss_bbox: 0.145972 loss_giou: 0.570535 loss_class_aux: 2.466653 loss_bbox_aux: 0.487892 loss_giou_aux: 1.822417 loss_class_dn: 0.388300 loss_bbox_dn: 0.155854 loss_giou_dn: 0.476507 loss_class_aux_dn: 0.855992 loss_bbox_aux_dn: 0.391856 loss_giou_aux_dn: 1.121053 loss: 9.780663 eta: 29 days, 15:36:47 batch_cost: 0.6041 data_cost: 0.0024 ips: 13.2436 images/s
[08/17 12:57:17] ppdet.engine INFO: Epoch: [4] [43800/54024] learning_rate: 0.000100 loss_class: 0.785805 loss_bbox: 0.144736 loss_giou: 0.600604 loss_class_aux: 2.423321 loss_bbox_aux: 0.482686 loss_giou_aux: 1.950693 loss_class_dn: 0.398935 loss_bbox_dn: 0.150784 loss_giou_dn: 0.504861 loss_class_aux_dn: 0.886573 loss_bbox_aux_dn: 0.388106 loss_giou_aux_dn: 1.179200 loss: 10.293839 eta: 29 days, 15:32:58 batch_cost: 0.6873 data_cost: 0.0362 ips: 11.6395 images/s
[08/17 12:59:54] ppdet.engine INFO: Epoch: [4] [44000/54024] learning_rate: 0.000100 loss_class: 0.790468 loss_bbox: 0.143793 loss_giou: 0.581491 loss_class_aux: 2.481653 loss_bbox_aux: 0.488585 loss_giou_aux: 1.863785 loss_class_dn: 0.391593 loss_bbox_dn: 0.153032 loss_giou_dn: 0.483089 loss_class_aux_dn: 0.874546 loss_bbox_aux_dn: 0.392734 loss_giou_aux_dn: 1.142714 loss: 9.831759 eta: 29 days, 15:34:09 batch_cost: 0.7503 data_cost: 0.1461 ips: 10.6627 images/s
[08/17 13:02:09] ppdet.engine INFO: Epoch: [4] [44200/54024] learning_rate: 0.000100 loss_class: 0.776818 loss_bbox: 0.138777 loss_giou: 0.570431 loss_class_aux: 2.436585 loss_bbox_aux: 0.473610 loss_giou_aux: 1.840300 loss_class_dn: 0.386521 loss_bbox_dn: 0.154916 loss_giou_dn: 0.473198 loss_class_aux_dn: 0.847553 loss_bbox_aux_dn: 0.393309 loss_giou_aux_dn: 1.128279 loss: 9.842506 eta: 29 days, 15:26:05 batch_cost: 0.6337 data_cost: 0.0028 ips: 12.6243 images/s
[08/17 13:04:30] ppdet.engine INFO: Epoch: [4] [44400/54024] learning_rate: 0.000100 loss_class: 0.776316 loss_bbox: 0.141983 loss_giou: 0.614869 loss_class_aux: 2.420670 loss_bbox_aux: 0.483559 loss_giou_aux: 1.942848 loss_class_dn: 0.393712 loss_bbox_dn: 0.151207 loss_giou_dn: 0.496144 loss_class_aux_dn: 0.858167 loss_bbox_aux_dn: 0.388471 loss_giou_aux_dn: 1.167953 loss: 10.064376 eta: 29 days, 15:20:14 batch_cost: 0.6616 data_cost: 0.0063 ips: 12.0911 images/s
[08/17 13:06:49] ppdet.engine INFO: Epoch: [4] [44600/54024] learning_rate: 0.000100 loss_class: 0.804466 loss_bbox: 0.144658 loss_giou: 0.560103 loss_class_aux: 2.509828 loss_bbox_aux: 0.488404 loss_giou_aux: 1.785582 loss_class_dn: 0.388268 loss_bbox_dn: 0.148709 loss_giou_dn: 0.482255 loss_class_aux_dn: 0.868665 loss_bbox_aux_dn: 0.378634 loss_giou_aux_dn: 1.137331 loss: 9.813374 eta: 29 days, 15:14:08 batch_cost: 0.6584 data_cost: 0.0104 ips: 12.1513 images/s
[08/17 13:09:08] ppdet.engine INFO: Epoch: [4] [44800/54024] learning_rate: 0.000100 loss_class: 0.805366 loss_bbox: 0.143595 loss_giou: 0.552489 loss_class_aux: 2.484131 loss_bbox_aux: 0.469435 loss_giou_aux: 1.767539 loss_class_dn: 0.398790 loss_bbox_dn: 0.153133 loss_giou_dn: 0.472614 loss_class_aux_dn: 0.883050 loss_bbox_aux_dn: 0.389622 loss_giou_aux_dn: 1.139273 loss: 9.920133 eta: 29 days, 15:07:30 batch_cost: 0.6515 data_cost: 0.0375 ips: 12.2796 images/s
[08/17 13:11:29] ppdet.engine INFO: Epoch: [4] [45000/54024] learning_rate: 0.000100 loss_class: 0.768298 loss_bbox: 0.143220 loss_giou: 0.594346 loss_class_aux: 2.440855 loss_bbox_aux: 0.491939 loss_giou_aux: 1.888436 loss_class_dn: 0.385546 loss_bbox_dn: 0.151814 loss_giou_dn: 0.479470 loss_class_aux_dn: 0.844062 loss_bbox_aux_dn: 0.386664 loss_giou_aux_dn: 1.153076 loss: 9.792486 eta: 29 days, 15:01:57 batch_cost: 0.6649 data_cost: 0.0297 ips: 12.0319 images/s
[08/17 13:13:40] ppdet.engine INFO: Epoch: [4] [45200/54024] learning_rate: 0.000100 loss_class: 0.817435 loss_bbox: 0.143629 loss_giou: 0.610740 loss_class_aux: 2.542636 loss_bbox_aux: 0.488749 loss_giou_aux: 1.944836 loss_class_dn: 0.402743 loss_bbox_dn: 0.158047 loss_giou_dn: 0.498098 loss_class_aux_dn: 0.896812 loss_bbox_aux_dn: 0.389052 loss_giou_aux_dn: 1.187715 loss: 10.060391 eta: 29 days, 14:52:14 batch_cost: 0.6122 data_cost: 0.0228 ips: 13.0671 images/s
[08/17 13:16:28] ppdet.engine INFO: Epoch: [4] [45400/54024] learning_rate: 0.000100 loss_class: 0.793756 loss_bbox: 0.145161 loss_giou: 0.616809 loss_class_aux: 2.470338 loss_bbox_aux: 0.485211 loss_giou_aux: 1.957867 loss_class_dn: 0.398950 loss_bbox_dn: 0.144990 loss_giou_dn: 0.502486 loss_class_aux_dn: 0.882677 loss_bbox_aux_dn: 0.376024 loss_giou_aux_dn: 1.185330 loss: 10.190008 eta: 29 days, 14:57:18 batch_cost: 0.7994 data_cost: 0.0026 ips: 10.0080 images/s
[08/17 13:18:55] ppdet.engine INFO: Epoch: [4] [45600/54024] learning_rate: 0.000100 loss_class: 0.760437 loss_bbox: 0.148658 loss_giou: 0.583965 loss_class_aux: 2.426342 loss_bbox_aux: 0.491306 loss_giou_aux: 1.855755 loss_class_dn: 0.388778 loss_bbox_dn: 0.155584 loss_giou_dn: 0.485477 loss_class_aux_dn: 0.866132 loss_bbox_aux_dn: 0.387355 loss_giou_aux_dn: 1.135482 loss: 9.742361 eta: 29 days, 14:53:50 batch_cost: 0.6913 data_cost: 0.0379 ips: 11.5723 images/s
[08/17 13:21:12] ppdet.engine INFO: Epoch: [4] [45800/54024] learning_rate: 0.000100 loss_class: 0.754243 loss_bbox: 0.140104 loss_giou: 0.586875 loss_class_aux: 2.358395 loss_bbox_aux: 0.471558 loss_giou_aux: 1.868025 loss_class_dn: 0.384625 loss_bbox_dn: 0.155423 loss_giou_dn: 0.475883 loss_class_aux_dn: 0.857573 loss_bbox_aux_dn: 0.396400 loss_giou_aux_dn: 1.128208 loss: 9.695312 eta: 29 days, 14:46:42 batch_cost: 0.6444 data_cost: 0.0108 ips: 12.4147 images/s
[08/17 13:23:22] ppdet.engine INFO: Epoch: [4] [46000/54024] learning_rate: 0.000100 loss_class: 0.804522 loss_bbox: 0.153882 loss_giou: 0.623375 loss_class_aux: 2.519523 loss_bbox_aux: 0.513176 loss_giou_aux: 1.980287 loss_class_dn: 0.405588 loss_bbox_dn: 0.161156 loss_giou_dn: 0.521667 loss_class_aux_dn: 0.898111 loss_bbox_aux_dn: 0.412094 loss_giou_aux_dn: 1.200479 loss: 10.255141 eta: 29 days, 14:36:42 batch_cost: 0.6079 data_cost: 0.0055 ips: 13.1598 images/s
[08/17 13:25:29] ppdet.engine INFO: Epoch: [4] [46200/54024] learning_rate: 0.000100 loss_class: 0.786046 loss_bbox: 0.147037 loss_giou: 0.557115 loss_class_aux: 2.503588 loss_bbox_aux: 0.496053 loss_giou_aux: 1.799683 loss_class_dn: 0.383043 loss_bbox_dn: 0.154002 loss_giou_dn: 0.484264 loss_class_aux_dn: 0.853061 loss_bbox_aux_dn: 0.388363 loss_giou_aux_dn: 1.129627 loss: 9.841094 eta: 29 days, 14:25:48 batch_cost: 0.5962 data_cost: 0.0070 ips: 13.4181 images/s
[08/17 13:27:39] ppdet.engine INFO: Epoch: [4] [46400/54024] learning_rate: 0.000100 loss_class: 0.758282 loss_bbox: 0.140294 loss_giou: 0.597321 loss_class_aux: 2.387644 loss_bbox_aux: 0.473626 loss_giou_aux: 1.913533 loss_class_dn: 0.381044 loss_bbox_dn: 0.147080 loss_giou_dn: 0.490152 loss_class_aux_dn: 0.844050 loss_bbox_aux_dn: 0.380140 loss_giou_aux_dn: 1.134853 loss: 9.837796 eta: 29 days, 14:15:34 batch_cost: 0.6044 data_cost: 0.0044 ips: 13.2362 images/s
[08/17 13:29:59] ppdet.engine INFO: Epoch: [4] [46600/54024] learning_rate: 0.000100 loss_class: 0.788080 loss_bbox: 0.144100 loss_giou: 0.588829 loss_class_aux: 2.466913 loss_bbox_aux: 0.479864 loss_giou_aux: 1.938460 loss_class_dn: 0.395935 loss_bbox_dn: 0.148409 loss_giou_dn: 0.488899 loss_class_aux_dn: 0.896149 loss_bbox_aux_dn: 0.389062 loss_giou_aux_dn: 1.169837 loss: 10.291561 eta: 29 days, 14:09:35 batch_cost: 0.6584 data_cost: 0.0516 ips: 12.1509 images/s
[08/17 13:32:11] ppdet.engine INFO: Epoch: [4] [46800/54024] learning_rate: 0.000100 loss_class: 0.761883 loss_bbox: 0.147136 loss_giou: 0.582811 loss_class_aux: 2.388289 loss_bbox_aux: 0.490578 loss_giou_aux: 1.845604 loss_class_dn: 0.389633 loss_bbox_dn: 0.144277 loss_giou_dn: 0.487235 loss_class_aux_dn: 0.860183 loss_bbox_aux_dn: 0.361082 loss_giou_aux_dn: 1.175561 loss: 9.998680 eta: 29 days, 14:00:36 batch_cost: 0.6200 data_cost: 0.0152 ips: 12.9040 images/s
[08/17 13:34:18] ppdet.engine INFO: Epoch: [4] [47000/54024] learning_rate: 0.000100 loss_class: 0.736711 loss_bbox: 0.139620 loss_giou: 0.566910 loss_class_aux: 2.337786 loss_bbox_aux: 0.468332 loss_giou_aux: 1.793534 loss_class_dn: 0.372443 loss_bbox_dn: 0.144970 loss_giou_dn: 0.460943 loss_class_aux_dn: 0.820618 loss_bbox_aux_dn: 0.368226 loss_giou_aux_dn: 1.094383 loss: 9.455141 eta: 29 days, 13:49:15 batch_cost: 0.5892 data_cost: 0.0218 ips: 13.5771 images/s
[08/17 13:36:26] ppdet.engine INFO: Epoch: [4] [47200/54024] learning_rate: 0.000100 loss_class: 0.757892 loss_bbox: 0.138732 loss_giou: 0.579847 loss_class_aux: 2.354908 loss_bbox_aux: 0.472445 loss_giou_aux: 1.821815 loss_class_dn: 0.377869 loss_bbox_dn: 0.151156 loss_giou_dn: 0.473828 loss_class_aux_dn: 0.836185 loss_bbox_aux_dn: 0.383318 loss_giou_aux_dn: 1.122809 loss: 9.626607 eta: 29 days, 13:38:37 batch_cost: 0.5982 data_cost: 0.0090 ips: 13.3743 images/s
[08/17 13:38:46] ppdet.engine INFO: Epoch: [4] [47400/54024] learning_rate: 0.000100 loss_class: 0.803977 loss_bbox: 0.148964 loss_giou: 0.614701 loss_class_aux: 2.527773 loss_bbox_aux: 0.495294 loss_giou_aux: 1.937842 loss_class_dn: 0.402700 loss_bbox_dn: 0.154958 loss_giou_dn: 0.511683 loss_class_aux_dn: 0.889883 loss_bbox_aux_dn: 0.385036 loss_giou_aux_dn: 1.203199 loss: 10.276265 eta: 29 days, 13:32:43 batch_cost: 0.6590 data_cost: 0.0175 ips: 12.1399 images/s
[08/17 13:41:16] ppdet.engine INFO: Epoch: [4] [47600/54024] learning_rate: 0.000100 loss_class: 0.768710 loss_bbox: 0.136074 loss_giou: 0.565711 loss_class_aux: 2.373029 loss_bbox_aux: 0.460268 loss_giou_aux: 1.783161 loss_class_dn: 0.382682 loss_bbox_dn: 0.148797 loss_giou_dn: 0.467330 loss_class_aux_dn: 0.845051 loss_bbox_aux_dn: 0.379769 loss_giou_aux_dn: 1.097699 loss: 9.664806 eta: 29 days, 13:30:30 batch_cost: 0.7059 data_cost: 0.0095 ips: 11.3328 images/s
[08/17 13:43:18] ppdet.engine INFO: Epoch: [4] [47800/54024] learning_rate: 0.000100 loss_class: 0.771979 loss_bbox: 0.148852 loss_giou: 0.598693 loss_class_aux: 2.384662 loss_bbox_aux: 0.497905 loss_giou_aux: 1.885890 loss_class_dn: 0.388135 loss_bbox_dn: 0.147896 loss_giou_dn: 0.489472 loss_class_aux_dn: 0.859086 loss_bbox_aux_dn: 0.378733 loss_giou_aux_dn: 1.140463 loss: 9.882100 eta: 29 days, 13:17:31 batch_cost: 0.5675 data_cost: 0.0279 ips: 14.0981 images/s
[08/17 13:45:52] ppdet.engine INFO: Epoch: [4] [48000/54024] learning_rate: 0.000100 loss_class: 0.796648 loss_bbox: 0.149574 loss_giou: 0.627723 loss_class_aux: 2.494622 loss_bbox_aux: 0.505276 loss_giou_aux: 1.972397 loss_class_dn: 0.402268 loss_bbox_dn: 0.152855 loss_giou_dn: 0.518808 loss_class_aux_dn: 0.893100 loss_bbox_aux_dn: 0.401550 loss_giou_aux_dn: 1.201506 loss: 10.365841 eta: 29 days, 13:17:20 batch_cost: 0.7321 data_cost: 0.0193 ips: 10.9274 images/s
[08/17 13:48:22] ppdet.engine INFO: Epoch: [4] [48200/54024] learning_rate: 0.000100 loss_class: 0.777239 loss_bbox: 0.142276 loss_giou: 0.555210 loss_class_aux: 2.432238 loss_bbox_aux: 0.465090 loss_giou_aux: 1.767479 loss_class_dn: 0.378278 loss_bbox_dn: 0.145553 loss_giou_dn: 0.467468 loss_class_aux_dn: 0.861584 loss_bbox_aux_dn: 0.375807 loss_giou_aux_dn: 1.111057 loss: 9.634939 eta: 29 days, 13:14:58 batch_cost: 0.7040 data_cost: 0.0237 ips: 11.3629 images/s
[08/17 13:50:44] ppdet.engine INFO: Epoch: [4] [48400/54024] learning_rate: 0.000100 loss_class: 0.790851 loss_bbox: 0.142398 loss_giou: 0.611661 loss_class_aux: 2.475242 loss_bbox_aux: 0.494073 loss_giou_aux: 1.957251 loss_class_dn: 0.392852 loss_bbox_dn: 0.154153 loss_giou_dn: 0.521525 loss_class_aux_dn: 0.872274 loss_bbox_aux_dn: 0.399201 loss_giou_aux_dn: 1.201965 loss: 10.182138 eta: 29 days, 13:10:02 batch_cost: 0.6709 data_cost: 0.0445 ips: 11.9249 images/s
[08/17 13:53:35] ppdet.engine INFO: Epoch: [4] [48600/54024] learning_rate: 0.000100 loss_class: 0.772028 loss_bbox: 0.149169 loss_giou: 0.559731 loss_class_aux: 2.398252 loss_bbox_aux: 0.494372 loss_giou_aux: 1.784947 loss_class_dn: 0.377480 loss_bbox_dn: 0.157426 loss_giou_dn: 0.479650 loss_class_aux_dn: 0.843414 loss_bbox_aux_dn: 0.392904 loss_giou_aux_dn: 1.133245 loss: 9.723372 eta: 29 days, 13:15:53 batch_cost: 0.8104 data_cost: 0.0023 ips: 9.8719 images/s
[08/17 13:56:10] ppdet.engine INFO: Epoch: [4] [48800/54024] learning_rate: 0.000100 loss_class: 0.765838 loss_bbox: 0.146501 loss_giou: 0.569228 loss_class_aux: 2.403603 loss_bbox_aux: 0.479298 loss_giou_aux: 1.817709 loss_class_dn: 0.381872 loss_bbox_dn: 0.147344 loss_giou_dn: 0.483107 loss_class_aux_dn: 0.853519 loss_bbox_aux_dn: 0.387485 loss_giou_aux_dn: 1.127406 loss: 9.729093 eta: 29 days, 13:15:33 batch_cost: 0.7306 data_cost: 0.0107 ips: 10.9506 images/s
[08/17 13:58:33] ppdet.engine INFO: Epoch: [4] [49000/54024] learning_rate: 0.000100 loss_class: 0.772087 loss_bbox: 0.145334 loss_giou: 0.578558 loss_class_aux: 2.421457 loss_bbox_aux: 0.484183 loss_giou_aux: 1.870717 loss_class_dn: 0.389982 loss_bbox_dn: 0.154863 loss_giou_dn: 0.490196 loss_class_aux_dn: 0.874712 loss_bbox_aux_dn: 0.392440 loss_giou_aux_dn: 1.158640 loss: 9.836518 eta: 29 days, 13:10:55 batch_cost: 0.6748 data_cost: 0.0342 ips: 11.8561 images/s
[08/17 14:01:00] ppdet.engine INFO: Epoch: [4] [49200/54024] learning_rate: 0.000100 loss_class: 0.772297 loss_bbox: 0.142417 loss_giou: 0.583795 loss_class_aux: 2.446304 loss_bbox_aux: 0.487251 loss_giou_aux: 1.898321 loss_class_dn: 0.390292 loss_bbox_dn: 0.148541 loss_giou_dn: 0.486245 loss_class_aux_dn: 0.863023 loss_bbox_aux_dn: 0.379061 loss_giou_aux_dn: 1.142809 loss: 9.769712 eta: 29 days, 13:07:23 batch_cost: 0.6887 data_cost: 0.0114 ips: 11.6153 images/s
[08/17 14:03:20] ppdet.engine INFO: Epoch: [4] [49400/54024] learning_rate: 0.000100 loss_class: 0.744877 loss_bbox: 0.144755 loss_giou: 0.568756 loss_class_aux: 2.366435 loss_bbox_aux: 0.485416 loss_giou_aux: 1.810384 loss_class_dn: 0.374871 loss_bbox_dn: 0.152036 loss_giou_dn: 0.465830 loss_class_aux_dn: 0.824180 loss_bbox_aux_dn: 0.382267 loss_giou_aux_dn: 1.106915 loss: 9.599097 eta: 29 days, 13:01:19 batch_cost: 0.6559 data_cost: 0.0008 ips: 12.1961 images/s
[08/17 14:05:40] ppdet.engine INFO: Epoch: [4] [49600/54024] learning_rate: 0.000100 loss_class: 0.757339 loss_bbox: 0.138688 loss_giou: 0.625483 loss_class_aux: 2.379225 loss_bbox_aux: 0.471381 loss_giou_aux: 2.009724 loss_class_dn: 0.388607 loss_bbox_dn: 0.147104 loss_giou_dn: 0.505005 loss_class_aux_dn: 0.853484 loss_bbox_aux_dn: 0.379302 loss_giou_aux_dn: 1.182852 loss: 9.875222 eta: 29 days, 12:55:27 batch_cost: 0.6585 data_cost: 0.0250 ips: 12.1497 images/s
[08/17 14:08:10] ppdet.engine INFO: Epoch: [4] [49800/54024] learning_rate: 0.000100 loss_class: 0.779923 loss_bbox: 0.149790 loss_giou: 0.584050 loss_class_aux: 2.401523 loss_bbox_aux: 0.502946 loss_giou_aux: 1.850290 loss_class_dn: 0.395770 loss_bbox_dn: 0.153540 loss_giou_dn: 0.485954 loss_class_aux_dn: 0.865308 loss_bbox_aux_dn: 0.392673 loss_giou_aux_dn: 1.133752 loss: 9.802980 eta: 29 days, 12:52:59 batch_cost: 0.7025 data_cost: 0.0622 ips: 11.3879 images/s
[08/17 14:10:16] ppdet.engine INFO: Epoch: [4] [50000/54024] learning_rate: 0.000100 loss_class: 0.746477 loss_bbox: 0.139848 loss_giou: 0.571033 loss_class_aux: 2.327503 loss_bbox_aux: 0.464905 loss_giou_aux: 1.806215 loss_class_dn: 0.376181 loss_bbox_dn: 0.139721 loss_giou_dn: 0.470890 loss_class_aux_dn: 0.836262 loss_bbox_aux_dn: 0.362603 loss_giou_aux_dn: 1.102080 loss: 9.484253 eta: 29 days, 12:41:59 batch_cost: 0.5911 data_cost: 0.0131 ips: 13.5334 images/s
[08/17 14:12:21] ppdet.engine INFO: Epoch: [4] [50200/54024] learning_rate: 0.000100 loss_class: 0.766345 loss_bbox: 0.143962 loss_giou: 0.592869 loss_class_aux: 2.423627 loss_bbox_aux: 0.482683 loss_giou_aux: 1.892294 loss_class_dn: 0.386172 loss_bbox_dn: 0.148877 loss_giou_dn: 0.497623 loss_class_aux_dn: 0.851143 loss_bbox_aux_dn: 0.391218 loss_giou_aux_dn: 1.178928 loss: 9.934195 eta: 29 days, 12:30:30 batch_cost: 0.5842 data_cost: 0.0251 ips: 13.6929 images/s
[08/17 14:14:40] ppdet.engine INFO: Epoch: [4] [50400/54024] learning_rate: 0.000100 loss_class: 0.769111 loss_bbox: 0.141863 loss_giou: 0.587126 loss_class_aux: 2.408913 loss_bbox_aux: 0.475380 loss_giou_aux: 1.876305 loss_class_dn: 0.383822 loss_bbox_dn: 0.151671 loss_giou_dn: 0.482920 loss_class_aux_dn: 0.841468 loss_bbox_aux_dn: 0.386655 loss_giou_aux_dn: 1.144392 loss: 9.763631 eta: 29 days, 12:24:12 batch_cost: 0.6521 data_cost: 0.0055 ips: 12.2680 images/s
[08/17 14:16:52] ppdet.engine INFO: Epoch: [4] [50600/54024] learning_rate: 0.000100 loss_class: 0.791471 loss_bbox: 0.141130 loss_giou: 0.631753 loss_class_aux: 2.502048 loss_bbox_aux: 0.479015 loss_giou_aux: 2.002325 loss_class_dn: 0.406516 loss_bbox_dn: 0.147746 loss_giou_dn: 0.507960 loss_class_aux_dn: 0.895786 loss_bbox_aux_dn: 0.371173 loss_giou_aux_dn: 1.203680 loss: 10.153434 eta: 29 days, 12:15:49 batch_cost: 0.6245 data_cost: 0.0074 ips: 12.8096 images/s
[08/17 14:19:21] ppdet.engine INFO: Epoch: [4] [50800/54024] learning_rate: 0.000100 loss_class: 0.786439 loss_bbox: 0.152801 loss_giou: 0.595515 loss_class_aux: 2.467431 loss_bbox_aux: 0.512593 loss_giou_aux: 1.917728 loss_class_dn: 0.393709 loss_bbox_dn: 0.161186 loss_giou_dn: 0.505108 loss_class_aux_dn: 0.879132 loss_bbox_aux_dn: 0.405513 loss_giou_aux_dn: 1.202496 loss: 10.167156 eta: 29 days, 12:13:16 batch_cost: 0.7012 data_cost: 0.0016 ips: 11.4095 images/s
[08/17 14:21:56] ppdet.engine INFO: Epoch: [4] [51000/54024] learning_rate: 0.000100 loss_class: 0.778882 loss_bbox: 0.148375 loss_giou: 0.573662 loss_class_aux: 2.458889 loss_bbox_aux: 0.501370 loss_giou_aux: 1.834535 loss_class_dn: 0.388178 loss_bbox_dn: 0.156929 loss_giou_dn: 0.477585 loss_class_aux_dn: 0.856909 loss_bbox_aux_dn: 0.402501 loss_giou_aux_dn: 1.128703 loss: 9.828609 eta: 29 days, 12:13:14 batch_cost: 0.7342 data_cost: 0.0752 ips: 10.8959 images/s
[08/17 14:24:21] ppdet.engine INFO: Epoch: [4] [51200/54024] learning_rate: 0.000100 loss_class: 0.749738 loss_bbox: 0.140349 loss_giou: 0.574377 loss_class_aux: 2.346339 loss_bbox_aux: 0.458344 loss_giou_aux: 1.840903 loss_class_dn: 0.377238 loss_bbox_dn: 0.145201 loss_giou_dn: 0.477715 loss_class_aux_dn: 0.841422 loss_bbox_aux_dn: 0.367035 loss_giou_aux_dn: 1.138367 loss: 9.800050 eta: 29 days, 12:09:35 batch_cost: 0.6866 data_cost: 0.0219 ips: 11.6523 images/s
[08/17 14:26:49] ppdet.engine INFO: Epoch: [4] [51400/54024] learning_rate: 0.000100 loss_class: 0.770870 loss_bbox: 0.140621 loss_giou: 0.583274 loss_class_aux: 2.394307 loss_bbox_aux: 0.469831 loss_giou_aux: 1.892108 loss_class_dn: 0.383961 loss_bbox_dn: 0.149691 loss_giou_dn: 0.492602 loss_class_aux_dn: 0.860204 loss_bbox_aux_dn: 0.381893 loss_giou_aux_dn: 1.145488 loss: 9.758395 eta: 29 days, 12:07:00 batch_cost: 0.7007 data_cost: 0.0096 ips: 11.4167 images/s
[08/17 14:28:58] ppdet.engine INFO: Epoch: [4] [51600/54024] learning_rate: 0.000100 loss_class: 0.811523 loss_bbox: 0.152131 loss_giou: 0.612276 loss_class_aux: 2.532109 loss_bbox_aux: 0.503197 loss_giou_aux: 1.950243 loss_class_dn: 0.404974 loss_bbox_dn: 0.157718 loss_giou_dn: 0.507692 loss_class_aux_dn: 0.896606 loss_bbox_aux_dn: 0.398575 loss_giou_aux_dn: 1.195477 loss: 10.392435 eta: 29 days, 11:57:05 batch_cost: 0.6036 data_cost: 0.0013 ips: 13.2538 images/s
[08/17 14:31:14] ppdet.engine INFO: Epoch: [4] [51800/54024] learning_rate: 0.000100 loss_class: 0.756121 loss_bbox: 0.135477 loss_giou: 0.580570 loss_class_aux: 2.358876 loss_bbox_aux: 0.453457 loss_giou_aux: 1.822787 loss_class_dn: 0.377582 loss_bbox_dn: 0.139679 loss_giou_dn: 0.468520 loss_class_aux_dn: 0.832968 loss_bbox_aux_dn: 0.362378 loss_giou_aux_dn: 1.109856 loss: 9.626101 eta: 29 days, 11:49:54 batch_cost: 0.6397 data_cost: 0.0131 ips: 12.5062 images/s
[08/17 14:33:24] ppdet.engine INFO: Epoch: [4] [52000/54024] learning_rate: 0.000100 loss_class: 0.736468 loss_bbox: 0.140685 loss_giou: 0.561729 loss_class_aux: 2.329194 loss_bbox_aux: 0.465289 loss_giou_aux: 1.794691 loss_class_dn: 0.383392 loss_bbox_dn: 0.150437 loss_giou_dn: 0.469964 loss_class_aux_dn: 0.860509 loss_bbox_aux_dn: 0.386382 loss_giou_aux_dn: 1.101859 loss: 9.535553 eta: 29 days, 11:40:42 batch_cost: 0.6126 data_cost: 0.0020 ips: 13.0602 images/s
[08/17 14:35:43] ppdet.engine INFO: Epoch: [4] [52200/54024] learning_rate: 0.000100 loss_class: 0.781405 loss_bbox: 0.142933 loss_giou: 0.575882 loss_class_aux: 2.419846 loss_bbox_aux: 0.475602 loss_giou_aux: 1.844759 loss_class_dn: 0.385493 loss_bbox_dn: 0.150327 loss_giou_dn: 0.491810 loss_class_aux_dn: 0.869422 loss_bbox_aux_dn: 0.389687 loss_giou_aux_dn: 1.148387 loss: 9.787543 eta: 29 days, 11:34:45 batch_cost: 0.6556 data_cost: 0.0122 ips: 12.2020 images/s
[08/17 14:37:58] ppdet.engine INFO: Epoch: [4] [52400/54024] learning_rate: 0.000100 loss_class: 0.807398 loss_bbox: 0.150191 loss_giou: 0.607541 loss_class_aux: 2.500893 loss_bbox_aux: 0.504108 loss_giou_aux: 1.931632 loss_class_dn: 0.401064 loss_bbox_dn: 0.156511 loss_giou_dn: 0.508664 loss_class_aux_dn: 0.885461 loss_bbox_aux_dn: 0.393763 loss_giou_aux_dn: 1.205115 loss: 10.303077 eta: 29 days, 11:26:59 batch_cost: 0.6313 data_cost: 0.0119 ips: 12.6732 images/s
[08/17 14:40:13] ppdet.engine INFO: Epoch: [4] [52600/54024] learning_rate: 0.000100 loss_class: 0.780227 loss_bbox: 0.136553 loss_giou: 0.528988 loss_class_aux: 2.406376 loss_bbox_aux: 0.453157 loss_giou_aux: 1.689951 loss_class_dn: 0.376739 loss_bbox_dn: 0.148415 loss_giou_dn: 0.452026 loss_class_aux_dn: 0.851108 loss_bbox_aux_dn: 0.379898 loss_giou_aux_dn: 1.067707 loss: 9.487713 eta: 29 days, 11:19:39 batch_cost: 0.6369 data_cost: 0.0163 ips: 12.5606 images/s
[08/17 14:42:24] ppdet.engine INFO: Epoch: [4] [52800/54024] learning_rate: 0.000100 loss_class: 0.764040 loss_bbox: 0.139957 loss_giou: 0.571787 loss_class_aux: 2.419639 loss_bbox_aux: 0.458715 loss_giou_aux: 1.821667 loss_class_dn: 0.379009 loss_bbox_dn: 0.145426 loss_giou_dn: 0.482224 loss_class_aux_dn: 0.861339 loss_bbox_aux_dn: 0.377708 loss_giou_aux_dn: 1.139511 loss: 9.611712 eta: 29 days, 11:10:14 batch_cost: 0.6090 data_cost: 0.0189 ips: 13.1359 images/s
[08/17 14:44:35] ppdet.engine INFO: Epoch: [4] [53000/54024] learning_rate: 0.000100 loss_class: 0.762710 loss_bbox: 0.144180 loss_giou: 0.578768 loss_class_aux: 2.340548 loss_bbox_aux: 0.483288 loss_giou_aux: 1.830312 loss_class_dn: 0.386051 loss_bbox_dn: 0.143836 loss_giou_dn: 0.477352 loss_class_aux_dn: 0.854265 loss_bbox_aux_dn: 0.367545 loss_giou_aux_dn: 1.128042 loss: 9.818192 eta: 29 days, 11:01:10 batch_cost: 0.6133 data_cost: 0.0084 ips: 13.0431 images/s
[08/17 14:47:19] ppdet.engine INFO: Epoch: [4] [53200/54024] learning_rate: 0.000100 loss_class: 0.784276 loss_bbox: 0.144141 loss_giou: 0.593199 loss_class_aux: 2.486875 loss_bbox_aux: 0.485433 loss_giou_aux: 1.875028 loss_class_dn: 0.398778 loss_bbox_dn: 0.151031 loss_giou_dn: 0.485545 loss_class_aux_dn: 0.885567 loss_bbox_aux_dn: 0.385748 loss_giou_aux_dn: 1.146983 loss: 9.988317 eta: 29 days, 11:04:40 batch_cost: 0.7811 data_cost: 0.0132 ips: 10.2421 images/s
[08/17 14:49:21] ppdet.engine INFO: Epoch: [4] [53400/54024] learning_rate: 0.000100 loss_class: 0.767220 loss_bbox: 0.139421 loss_giou: 0.568711 loss_class_aux: 2.396487 loss_bbox_aux: 0.481374 loss_giou_aux: 1.811724 loss_class_dn: 0.383063 loss_bbox_dn: 0.150712 loss_giou_dn: 0.470362 loss_class_aux_dn: 0.849342 loss_bbox_aux_dn: 0.396751 loss_giou_aux_dn: 1.121277 loss: 9.619646 eta: 29 days, 10:52:12 batch_cost: 0.5676 data_cost: 0.0082 ips: 14.0939 images/s
[08/17 14:51:42] ppdet.engine INFO: Epoch: [4] [53600/54024] learning_rate: 0.000100 loss_class: 0.771498 loss_bbox: 0.143080 loss_giou: 0.557893 loss_class_aux: 2.379199 loss_bbox_aux: 0.486538 loss_giou_aux: 1.830453 loss_class_dn: 0.379575 loss_bbox_dn: 0.147782 loss_giou_dn: 0.472193 loss_class_aux_dn: 0.845468 loss_bbox_aux_dn: 0.382300 loss_giou_aux_dn: 1.104894 loss: 9.673027 eta: 29 days, 10:47:06 batch_cost: 0.6660 data_cost: 0.0585 ips: 12.0123 images/s
[08/17 14:54:15] ppdet.engine INFO: Epoch: [4] [53800/54024] learning_rate: 0.000100 loss_class: 0.777987 loss_bbox: 0.146290 loss_giou: 0.585322 loss_class_aux: 2.460043 loss_bbox_aux: 0.492104 loss_giou_aux: 1.838735 loss_class_dn: 0.383052 loss_bbox_dn: 0.153372 loss_giou_dn: 0.466534 loss_class_aux_dn: 0.865912 loss_bbox_aux_dn: 0.392857 loss_giou_aux_dn: 1.108984 loss: 9.621038 eta: 29 days, 10:46:10 batch_cost: 0.7219 data_cost: 0.0102 ips: 11.0825 images/s
[08/17 14:56:43] ppdet.engine INFO: Epoch: [4] [54000/54024] learning_rate: 0.000100 loss_class: 0.773321 loss_bbox: 0.139615 loss_giou: 0.574802 loss_class_aux: 2.391486 loss_bbox_aux: 0.454486 loss_giou_aux: 1.839688 loss_class_dn: 0.378643 loss_bbox_dn: 0.151731 loss_giou_dn: 0.485122 loss_class_aux_dn: 0.836171 loss_bbox_aux_dn: 0.381357 loss_giou_aux_dn: 1.156021 loss: 9.744388 eta: 29 days, 10:43:39 batch_cost: 0.7005 data_cost: 0.0089 ips: 11.4204 images/s
[08/17 14:57:09] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
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[08/17 15:24:22] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=5.99s)
creating index...
index created!
[08/17 15:24:29] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=229.76s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=2386.07s).
Accumulating evaluation results...
DONE (t=691.91s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.195
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.269
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.210
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.087
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.185
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.265
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.218
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.418
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.448
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.238
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.437
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.590
[08/17 16:21:17] ppdet.engine INFO: Total sample number: 80000, average FPS: 60.36098558486942
[08/17 16:21:17] ppdet.engine INFO: Best test bbox ap is 0.195.
[08/17 16:21:19] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
[08/17 16:21:29] ppdet.engine INFO: Epoch: [5] [    0/54024] learning_rate: 0.000100 loss_class: 0.778184 loss_bbox: 0.140879 loss_giou: 0.599989 loss_class_aux: 2.401123 loss_bbox_aux: 0.464299 loss_giou_aux: 1.891910 loss_class_dn: 0.386832 loss_bbox_dn: 0.155889 loss_giou_dn: 0.502549 loss_class_aux_dn: 0.851465 loss_bbox_aux_dn: 0.393272 loss_giou_aux_dn: 1.186199 loss: 9.936450 eta: 29 days, 10:42:23 batch_cost: 0.7108 data_cost: 0.0092 ips: 11.2552 images/s
[08/17 16:24:11] ppdet.engine INFO: Epoch: [5] [  200/54024] learning_rate: 0.000100 loss_class: 0.766912 loss_bbox: 0.140245 loss_giou: 0.570985 loss_class_aux: 2.383986 loss_bbox_aux: 0.468343 loss_giou_aux: 1.797565 loss_class_dn: 0.383658 loss_bbox_dn: 0.145679 loss_giou_dn: 0.486576 loss_class_aux_dn: 0.853639 loss_bbox_aux_dn: 0.368454 loss_giou_aux_dn: 1.133347 loss: 9.621322 eta: 29 days, 10:45:05 batch_cost: 0.7707 data_cost: 0.0167 ips: 10.3803 images/s
[08/17 16:26:27] ppdet.engine INFO: Epoch: [5] [  400/54024] learning_rate: 0.000100 loss_class: 0.772235 loss_bbox: 0.140222 loss_giou: 0.547027 loss_class_aux: 2.461382 loss_bbox_aux: 0.470164 loss_giou_aux: 1.752547 loss_class_dn: 0.384728 loss_bbox_dn: 0.150598 loss_giou_dn: 0.466044 loss_class_aux_dn: 0.862712 loss_bbox_aux_dn: 0.387013 loss_giou_aux_dn: 1.108375 loss: 9.667027 eta: 29 days, 10:38:13 batch_cost: 0.6422 data_cost: 0.0505 ips: 12.4578 images/s
[08/17 16:28:59] ppdet.engine INFO: Epoch: [5] [  600/54024] learning_rate: 0.000100 loss_class: 0.742218 loss_bbox: 0.137677 loss_giou: 0.567601 loss_class_aux: 2.320315 loss_bbox_aux: 0.462944 loss_giou_aux: 1.820222 loss_class_dn: 0.373613 loss_bbox_dn: 0.146970 loss_giou_dn: 0.474723 loss_class_aux_dn: 0.835539 loss_bbox_aux_dn: 0.367525 loss_giou_aux_dn: 1.126423 loss: 9.795575 eta: 29 days, 10:36:41 batch_cost: 0.7138 data_cost: 0.0152 ips: 11.2073 images/s
[08/17 16:31:40] ppdet.engine INFO: Epoch: [5] [  800/54024] learning_rate: 0.000100 loss_class: 0.750754 loss_bbox: 0.133904 loss_giou: 0.556978 loss_class_aux: 2.362925 loss_bbox_aux: 0.453992 loss_giou_aux: 1.801695 loss_class_dn: 0.371454 loss_bbox_dn: 0.139162 loss_giou_dn: 0.470050 loss_class_aux_dn: 0.832406 loss_bbox_aux_dn: 0.365904 loss_giou_aux_dn: 1.101122 loss: 9.289098 eta: 29 days, 10:38:47 batch_cost: 0.7629 data_cost: 0.0332 ips: 10.4866 images/s
[08/17 16:34:04] ppdet.engine INFO: Epoch: [5] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.759387 loss_bbox: 0.146436 loss_giou: 0.586583 loss_class_aux: 2.348378 loss_bbox_aux: 0.489110 loss_giou_aux: 1.890192 loss_class_dn: 0.391572 loss_bbox_dn: 0.153701 loss_giou_dn: 0.486023 loss_class_aux_dn: 0.852430 loss_bbox_aux_dn: 0.393024 loss_giou_aux_dn: 1.157164 loss: 9.808056 eta: 29 days, 10:34:00 batch_cost: 0.6701 data_cost: 0.0553 ips: 11.9394 images/s
[08/17 16:36:30] ppdet.engine INFO: Epoch: [5] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.787661 loss_bbox: 0.153036 loss_giou: 0.600877 loss_class_aux: 2.487396 loss_bbox_aux: 0.505795 loss_giou_aux: 1.906182 loss_class_dn: 0.399978 loss_bbox_dn: 0.155554 loss_giou_dn: 0.491120 loss_class_aux_dn: 0.881135 loss_bbox_aux_dn: 0.398248 loss_giou_aux_dn: 1.168256 loss: 10.032708 eta: 29 days, 10:30:45 batch_cost: 0.6906 data_cost: 0.0026 ips: 11.5835 images/s
[08/17 16:38:51] ppdet.engine INFO: Epoch: [5] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.784431 loss_bbox: 0.143483 loss_giou: 0.607996 loss_class_aux: 2.421901 loss_bbox_aux: 0.493312 loss_giou_aux: 1.920099 loss_class_dn: 0.384287 loss_bbox_dn: 0.149039 loss_giou_dn: 0.496118 loss_class_aux_dn: 0.866667 loss_bbox_aux_dn: 0.375402 loss_giou_aux_dn: 1.163550 loss: 9.919055 eta: 29 days, 10:25:25 batch_cost: 0.6624 data_cost: 0.0058 ips: 12.0769 images/s
[08/17 16:41:23] ppdet.engine INFO: Epoch: [5] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.762094 loss_bbox: 0.142724 loss_giou: 0.586297 loss_class_aux: 2.404413 loss_bbox_aux: 0.480478 loss_giou_aux: 1.894787 loss_class_dn: 0.382112 loss_bbox_dn: 0.142631 loss_giou_dn: 0.480206 loss_class_aux_dn: 0.847999 loss_bbox_aux_dn: 0.357387 loss_giou_aux_dn: 1.130930 loss: 9.791325 eta: 29 days, 10:24:03 batch_cost: 0.7160 data_cost: 0.0350 ips: 11.1733 images/s
[08/17 16:44:20] ppdet.engine INFO: Epoch: [5] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.761886 loss_bbox: 0.140734 loss_giou: 0.594418 loss_class_aux: 2.375800 loss_bbox_aux: 0.468025 loss_giou_aux: 1.913311 loss_class_dn: 0.392225 loss_bbox_dn: 0.146470 loss_giou_dn: 0.490799 loss_class_aux_dn: 0.868154 loss_bbox_aux_dn: 0.371881 loss_giou_aux_dn: 1.154429 loss: 9.905005 eta: 29 days, 10:32:04 batch_cost: 0.8438 data_cost: 0.0284 ips: 9.4813 images/s
[08/17 16:46:51] ppdet.engine INFO: Epoch: [5] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.754267 loss_bbox: 0.140636 loss_giou: 0.563652 loss_class_aux: 2.373510 loss_bbox_aux: 0.466181 loss_giou_aux: 1.790829 loss_class_dn: 0.377853 loss_bbox_dn: 0.142894 loss_giou_dn: 0.468243 loss_class_aux_dn: 0.842488 loss_bbox_aux_dn: 0.369946 loss_giou_aux_dn: 1.090274 loss: 9.515878 eta: 29 days, 10:30:20 batch_cost: 0.7112 data_cost: 0.0032 ips: 11.2485 images/s
[08/17 16:49:16] ppdet.engine INFO: Epoch: [5] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.769426 loss_bbox: 0.137863 loss_giou: 0.585379 loss_class_aux: 2.388851 loss_bbox_aux: 0.459888 loss_giou_aux: 1.856847 loss_class_dn: 0.388401 loss_bbox_dn: 0.143766 loss_giou_dn: 0.478954 loss_class_aux_dn: 0.878741 loss_bbox_aux_dn: 0.373397 loss_giou_aux_dn: 1.128021 loss: 9.766932 eta: 29 days, 10:26:48 batch_cost: 0.6869 data_cost: 0.0088 ips: 11.6469 images/s
[08/17 16:51:39] ppdet.engine INFO: Epoch: [5] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.747868 loss_bbox: 0.138664 loss_giou: 0.595561 loss_class_aux: 2.340738 loss_bbox_aux: 0.464588 loss_giou_aux: 1.905954 loss_class_dn: 0.380571 loss_bbox_dn: 0.144882 loss_giou_dn: 0.491752 loss_class_aux_dn: 0.846547 loss_bbox_aux_dn: 0.371100 loss_giou_aux_dn: 1.161260 loss: 9.761590 eta: 29 days, 10:22:03 batch_cost: 0.6702 data_cost: 0.0037 ips: 11.9360 images/s
[08/17 16:54:01] ppdet.engine INFO: Epoch: [5] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.772326 loss_bbox: 0.146360 loss_giou: 0.555822 loss_class_aux: 2.377206 loss_bbox_aux: 0.488844 loss_giou_aux: 1.777747 loss_class_dn: 0.381376 loss_bbox_dn: 0.149218 loss_giou_dn: 0.463229 loss_class_aux_dn: 0.851536 loss_bbox_aux_dn: 0.382735 loss_giou_aux_dn: 1.085914 loss: 9.537997 eta: 29 days, 10:17:14 batch_cost: 0.6692 data_cost: 0.0065 ips: 11.9537 images/s
[08/17 16:56:31] ppdet.engine INFO: Epoch: [5] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.794010 loss_bbox: 0.142585 loss_giou: 0.604425 loss_class_aux: 2.462152 loss_bbox_aux: 0.488726 loss_giou_aux: 1.923172 loss_class_dn: 0.389100 loss_bbox_dn: 0.153380 loss_giou_dn: 0.499597 loss_class_aux_dn: 0.868638 loss_bbox_aux_dn: 0.391801 loss_giou_aux_dn: 1.168724 loss: 9.810885 eta: 29 days, 10:15:18 batch_cost: 0.7087 data_cost: 0.0008 ips: 11.2889 images/s
[08/17 16:58:49] ppdet.engine INFO: Epoch: [5] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.769669 loss_bbox: 0.142537 loss_giou: 0.635614 loss_class_aux: 2.421144 loss_bbox_aux: 0.475017 loss_giou_aux: 1.977753 loss_class_dn: 0.387027 loss_bbox_dn: 0.147660 loss_giou_dn: 0.509507 loss_class_aux_dn: 0.855334 loss_bbox_aux_dn: 0.374948 loss_giou_aux_dn: 1.180565 loss: 9.959211 eta: 29 days, 10:08:53 batch_cost: 0.6471 data_cost: 0.0068 ips: 12.3630 images/s
[08/17 17:01:05] ppdet.engine INFO: Epoch: [5] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.777973 loss_bbox: 0.150668 loss_giou: 0.645147 loss_class_aux: 2.412534 loss_bbox_aux: 0.507421 loss_giou_aux: 2.059167 loss_class_dn: 0.392504 loss_bbox_dn: 0.151058 loss_giou_dn: 0.514086 loss_class_aux_dn: 0.875457 loss_bbox_aux_dn: 0.390124 loss_giou_aux_dn: 1.184772 loss: 10.047292 eta: 29 days, 10:01:37 batch_cost: 0.6353 data_cost: 0.0124 ips: 12.5918 images/s
[08/17 17:03:27] ppdet.engine INFO: Epoch: [5] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.797289 loss_bbox: 0.145916 loss_giou: 0.584387 loss_class_aux: 2.477821 loss_bbox_aux: 0.478800 loss_giou_aux: 1.856401 loss_class_dn: 0.395410 loss_bbox_dn: 0.156652 loss_giou_dn: 0.487382 loss_class_aux_dn: 0.877863 loss_bbox_aux_dn: 0.395454 loss_giou_aux_dn: 1.154745 loss: 10.009639 eta: 29 days, 9:56:43 batch_cost: 0.6679 data_cost: 0.0606 ips: 11.9780 images/s
[08/17 17:06:18] ppdet.engine INFO: Epoch: [5] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.786454 loss_bbox: 0.142220 loss_giou: 0.563951 loss_class_aux: 2.443036 loss_bbox_aux: 0.465495 loss_giou_aux: 1.811921 loss_class_dn: 0.391916 loss_bbox_dn: 0.152655 loss_giou_dn: 0.472386 loss_class_aux_dn: 0.875612 loss_bbox_aux_dn: 0.388815 loss_giou_aux_dn: 1.124190 loss: 9.628675 eta: 29 days, 10:02:02 batch_cost: 0.8081 data_cost: 0.0630 ips: 9.9002 images/s
[08/17 17:09:00] ppdet.engine INFO: Epoch: [5] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.770814 loss_bbox: 0.140215 loss_giou: 0.592990 loss_class_aux: 2.403814 loss_bbox_aux: 0.477802 loss_giou_aux: 1.879425 loss_class_dn: 0.386723 loss_bbox_dn: 0.145197 loss_giou_dn: 0.487185 loss_class_aux_dn: 0.862539 loss_bbox_aux_dn: 0.374424 loss_giou_aux_dn: 1.132139 loss: 9.688574 eta: 29 days, 10:04:26 batch_cost: 0.7681 data_cost: 0.0298 ips: 10.4148 images/s
[08/17 17:11:19] ppdet.engine INFO: Epoch: [5] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.778490 loss_bbox: 0.144393 loss_giou: 0.587977 loss_class_aux: 2.442248 loss_bbox_aux: 0.475760 loss_giou_aux: 1.818627 loss_class_dn: 0.384614 loss_bbox_dn: 0.152668 loss_giou_dn: 0.475118 loss_class_aux_dn: 0.855795 loss_bbox_aux_dn: 0.387994 loss_giou_aux_dn: 1.118274 loss: 9.724242 eta: 29 days, 9:58:33 batch_cost: 0.6541 data_cost: 0.0034 ips: 12.2305 images/s
[08/17 17:13:54] ppdet.engine INFO: Epoch: [5] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.773112 loss_bbox: 0.148294 loss_giou: 0.609849 loss_class_aux: 2.420071 loss_bbox_aux: 0.493308 loss_giou_aux: 1.948540 loss_class_dn: 0.400565 loss_bbox_dn: 0.148660 loss_giou_dn: 0.497589 loss_class_aux_dn: 0.885324 loss_bbox_aux_dn: 0.388737 loss_giou_aux_dn: 1.171099 loss: 9.926792 eta: 29 days, 9:58:23 batch_cost: 0.7330 data_cost: 0.0320 ips: 10.9141 images/s
[08/17 17:16:07] ppdet.engine INFO: Epoch: [5] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.780096 loss_bbox: 0.145023 loss_giou: 0.603799 loss_class_aux: 2.418911 loss_bbox_aux: 0.492848 loss_giou_aux: 1.945316 loss_class_dn: 0.392905 loss_bbox_dn: 0.147567 loss_giou_dn: 0.512092 loss_class_aux_dn: 0.880405 loss_bbox_aux_dn: 0.375311 loss_giou_aux_dn: 1.201176 loss: 10.001711 eta: 29 days, 9:50:02 batch_cost: 0.6199 data_cost: 0.0043 ips: 12.9051 images/s
[08/17 17:18:20] ppdet.engine INFO: Epoch: [5] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.766021 loss_bbox: 0.142903 loss_giou: 0.581899 loss_class_aux: 2.382044 loss_bbox_aux: 0.470376 loss_giou_aux: 1.847364 loss_class_dn: 0.383261 loss_bbox_dn: 0.147946 loss_giou_dn: 0.487487 loss_class_aux_dn: 0.857083 loss_bbox_aux_dn: 0.381347 loss_giou_aux_dn: 1.153387 loss: 9.725979 eta: 29 days, 9:41:54 batch_cost: 0.6230 data_cost: 0.0060 ips: 12.8417 images/s
[08/17 17:20:53] ppdet.engine INFO: Epoch: [5] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.775217 loss_bbox: 0.142217 loss_giou: 0.590598 loss_class_aux: 2.438402 loss_bbox_aux: 0.483778 loss_giou_aux: 1.906818 loss_class_dn: 0.384856 loss_bbox_dn: 0.145769 loss_giou_dn: 0.480720 loss_class_aux_dn: 0.838321 loss_bbox_aux_dn: 0.377111 loss_giou_aux_dn: 1.134946 loss: 9.646114 eta: 29 days, 9:40:44 batch_cost: 0.7190 data_cost: 0.0485 ips: 11.1273 images/s
[08/17 17:23:32] ppdet.engine INFO: Epoch: [5] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.760928 loss_bbox: 0.135246 loss_giou: 0.593836 loss_class_aux: 2.359876 loss_bbox_aux: 0.467890 loss_giou_aux: 1.904993 loss_class_dn: 0.388057 loss_bbox_dn: 0.142749 loss_giou_dn: 0.491034 loss_class_aux_dn: 0.859974 loss_bbox_aux_dn: 0.369795 loss_giou_aux_dn: 1.137303 loss: 9.981487 eta: 29 days, 9:41:49 batch_cost: 0.7504 data_cost: 0.0628 ips: 10.6614 images/s
[08/17 17:25:51] ppdet.engine INFO: Epoch: [5] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.765936 loss_bbox: 0.137458 loss_giou: 0.596711 loss_class_aux: 2.408134 loss_bbox_aux: 0.462837 loss_giou_aux: 1.878200 loss_class_dn: 0.392947 loss_bbox_dn: 0.143780 loss_giou_dn: 0.483204 loss_class_aux_dn: 0.861997 loss_bbox_aux_dn: 0.367441 loss_giou_aux_dn: 1.156065 loss: 9.773517 eta: 29 days, 9:35:17 batch_cost: 0.6446 data_cost: 0.0052 ips: 12.4115 images/s
[08/17 17:28:04] ppdet.engine INFO: Epoch: [5] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.784480 loss_bbox: 0.138148 loss_giou: 0.604557 loss_class_aux: 2.462222 loss_bbox_aux: 0.458295 loss_giou_aux: 1.935033 loss_class_dn: 0.383008 loss_bbox_dn: 0.141878 loss_giou_dn: 0.499907 loss_class_aux_dn: 0.866528 loss_bbox_aux_dn: 0.362346 loss_giou_aux_dn: 1.156496 loss: 9.690387 eta: 29 days, 9:27:13 batch_cost: 0.6233 data_cost: 0.0488 ips: 12.8348 images/s
[08/17 17:30:26] ppdet.engine INFO: Epoch: [5] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.753028 loss_bbox: 0.144958 loss_giou: 0.573056 loss_class_aux: 2.375400 loss_bbox_aux: 0.481969 loss_giou_aux: 1.827293 loss_class_dn: 0.387180 loss_bbox_dn: 0.143552 loss_giou_dn: 0.490484 loss_class_aux_dn: 0.861405 loss_bbox_aux_dn: 0.371786 loss_giou_aux_dn: 1.147663 loss: 9.729532 eta: 29 days, 9:22:05 batch_cost: 0.6637 data_cost: 0.0468 ips: 12.0529 images/s
[08/17 17:32:40] ppdet.engine INFO: Epoch: [5] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.756404 loss_bbox: 0.140691 loss_giou: 0.567695 loss_class_aux: 2.370899 loss_bbox_aux: 0.459738 loss_giou_aux: 1.815787 loss_class_dn: 0.371054 loss_bbox_dn: 0.155879 loss_giou_dn: 0.468838 loss_class_aux_dn: 0.837307 loss_bbox_aux_dn: 0.390509 loss_giou_aux_dn: 1.108357 loss: 9.535442 eta: 29 days, 9:14:39 batch_cost: 0.6317 data_cost: 0.0199 ips: 12.6651 images/s
[08/17 17:34:45] ppdet.engine INFO: Epoch: [5] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.758505 loss_bbox: 0.143166 loss_giou: 0.575239 loss_class_aux: 2.362178 loss_bbox_aux: 0.473841 loss_giou_aux: 1.852585 loss_class_dn: 0.383627 loss_bbox_dn: 0.150543 loss_giou_dn: 0.471572 loss_class_aux_dn: 0.845614 loss_bbox_aux_dn: 0.383383 loss_giou_aux_dn: 1.124592 loss: 9.562144 eta: 29 days, 9:03:54 batch_cost: 0.5852 data_cost: 0.0008 ips: 13.6702 images/s
[08/17 17:37:12] ppdet.engine INFO: Epoch: [5] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.794197 loss_bbox: 0.149872 loss_giou: 0.577424 loss_class_aux: 2.465109 loss_bbox_aux: 0.498072 loss_giou_aux: 1.812741 loss_class_dn: 0.382438 loss_bbox_dn: 0.151792 loss_giou_dn: 0.480447 loss_class_aux_dn: 0.850460 loss_bbox_aux_dn: 0.395346 loss_giou_aux_dn: 1.116347 loss: 9.785070 eta: 29 days, 9:00:52 batch_cost: 0.6928 data_cost: 0.0186 ips: 11.5475 images/s
[08/17 17:39:41] ppdet.engine INFO: Epoch: [5] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.781371 loss_bbox: 0.145347 loss_giou: 0.577463 loss_class_aux: 2.477793 loss_bbox_aux: 0.493066 loss_giou_aux: 1.806690 loss_class_dn: 0.393779 loss_bbox_dn: 0.159389 loss_giou_dn: 0.472516 loss_class_aux_dn: 0.868032 loss_bbox_aux_dn: 0.400864 loss_giou_aux_dn: 1.126552 loss: 9.788834 eta: 29 days, 8:58:34 batch_cost: 0.7030 data_cost: 0.0212 ips: 11.3797 images/s
[08/17 17:42:02] ppdet.engine INFO: Epoch: [5] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.766009 loss_bbox: 0.135831 loss_giou: 0.576269 loss_class_aux: 2.404474 loss_bbox_aux: 0.453622 loss_giou_aux: 1.863005 loss_class_dn: 0.390016 loss_bbox_dn: 0.148406 loss_giou_dn: 0.478113 loss_class_aux_dn: 0.866622 loss_bbox_aux_dn: 0.372586 loss_giou_aux_dn: 1.147970 loss: 9.804193 eta: 29 days, 8:53:42 batch_cost: 0.6671 data_cost: 0.0010 ips: 11.9925 images/s
[08/17 17:44:04] ppdet.engine INFO: Epoch: [5] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.742757 loss_bbox: 0.134475 loss_giou: 0.541527 loss_class_aux: 2.292430 loss_bbox_aux: 0.456653 loss_giou_aux: 1.756277 loss_class_dn: 0.361065 loss_bbox_dn: 0.145230 loss_giou_dn: 0.447380 loss_class_aux_dn: 0.814038 loss_bbox_aux_dn: 0.376975 loss_giou_aux_dn: 1.056389 loss: 9.369912 eta: 29 days, 8:41:39 batch_cost: 0.5660 data_cost: 0.0122 ips: 14.1332 images/s
[08/17 17:46:19] ppdet.engine INFO: Epoch: [5] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.800665 loss_bbox: 0.140559 loss_giou: 0.620134 loss_class_aux: 2.481583 loss_bbox_aux: 0.469052 loss_giou_aux: 1.990091 loss_class_dn: 0.403346 loss_bbox_dn: 0.150692 loss_giou_dn: 0.519142 loss_class_aux_dn: 0.890122 loss_bbox_aux_dn: 0.370213 loss_giou_aux_dn: 1.227469 loss: 10.338485 eta: 29 days, 8:34:29 batch_cost: 0.6345 data_cost: 0.0062 ips: 12.6090 images/s
[08/17 17:48:36] ppdet.engine INFO: Epoch: [5] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.755758 loss_bbox: 0.140788 loss_giou: 0.579173 loss_class_aux: 2.370723 loss_bbox_aux: 0.463749 loss_giou_aux: 1.833861 loss_class_dn: 0.385497 loss_bbox_dn: 0.143820 loss_giou_dn: 0.466193 loss_class_aux_dn: 0.852241 loss_bbox_aux_dn: 0.368038 loss_giou_aux_dn: 1.104863 loss: 9.602150 eta: 29 days, 8:27:47 batch_cost: 0.6409 data_cost: 0.0362 ips: 12.4827 images/s
[08/17 17:51:14] ppdet.engine INFO: Epoch: [5] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.769337 loss_bbox: 0.146059 loss_giou: 0.598322 loss_class_aux: 2.395242 loss_bbox_aux: 0.488812 loss_giou_aux: 1.929713 loss_class_dn: 0.387238 loss_bbox_dn: 0.147831 loss_giou_dn: 0.495466 loss_class_aux_dn: 0.857771 loss_bbox_aux_dn: 0.387227 loss_giou_aux_dn: 1.165378 loss: 9.850805 eta: 29 days, 8:29:09 batch_cost: 0.7541 data_cost: 0.0185 ips: 10.6081 images/s
[08/17 17:53:40] ppdet.engine INFO: Epoch: [5] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.751035 loss_bbox: 0.134119 loss_giou: 0.572110 loss_class_aux: 2.332602 loss_bbox_aux: 0.451872 loss_giou_aux: 1.835104 loss_class_dn: 0.374291 loss_bbox_dn: 0.144798 loss_giou_dn: 0.455136 loss_class_aux_dn: 0.824873 loss_bbox_aux_dn: 0.374156 loss_giou_aux_dn: 1.083729 loss: 9.376440 eta: 29 days, 8:26:11 batch_cost: 0.6933 data_cost: 0.0877 ips: 11.5396 images/s
[08/17 17:56:09] ppdet.engine INFO: Epoch: [5] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.754990 loss_bbox: 0.140717 loss_giou: 0.591282 loss_class_aux: 2.380541 loss_bbox_aux: 0.482502 loss_giou_aux: 1.875535 loss_class_dn: 0.394229 loss_bbox_dn: 0.150409 loss_giou_dn: 0.490623 loss_class_aux_dn: 0.877301 loss_bbox_aux_dn: 0.379934 loss_giou_aux_dn: 1.142777 loss: 9.773150 eta: 29 days, 8:23:28 batch_cost: 0.6969 data_cost: 0.0211 ips: 11.4800 images/s
[08/17 17:58:43] ppdet.engine INFO: Epoch: [5] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.784950 loss_bbox: 0.150009 loss_giou: 0.602996 loss_class_aux: 2.453948 loss_bbox_aux: 0.502752 loss_giou_aux: 1.964304 loss_class_dn: 0.394027 loss_bbox_dn: 0.145571 loss_giou_dn: 0.484961 loss_class_aux_dn: 0.885623 loss_bbox_aux_dn: 0.379298 loss_giou_aux_dn: 1.161265 loss: 10.017096 eta: 29 days, 8:23:15 batch_cost: 0.7322 data_cost: 0.0188 ips: 10.9265 images/s
[08/17 18:00:48] ppdet.engine INFO: Epoch: [5] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.764198 loss_bbox: 0.147921 loss_giou: 0.579377 loss_class_aux: 2.425721 loss_bbox_aux: 0.492280 loss_giou_aux: 1.845248 loss_class_dn: 0.382083 loss_bbox_dn: 0.148335 loss_giou_dn: 0.479610 loss_class_aux_dn: 0.852466 loss_bbox_aux_dn: 0.380621 loss_giou_aux_dn: 1.128927 loss: 9.697302 eta: 29 days, 8:12:37 batch_cost: 0.5846 data_cost: 0.0156 ips: 13.6838 images/s
[08/17 18:03:27] ppdet.engine INFO: Epoch: [5] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.751434 loss_bbox: 0.142294 loss_giou: 0.569129 loss_class_aux: 2.317678 loss_bbox_aux: 0.470816 loss_giou_aux: 1.817368 loss_class_dn: 0.368606 loss_bbox_dn: 0.141998 loss_giou_dn: 0.454512 loss_class_aux_dn: 0.811064 loss_bbox_aux_dn: 0.367072 loss_giou_aux_dn: 1.071595 loss: 9.345685 eta: 29 days, 8:14:07 batch_cost: 0.7566 data_cost: 0.0626 ips: 10.5740 images/s
[08/17 18:05:48] ppdet.engine INFO: Epoch: [5] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.780663 loss_bbox: 0.146228 loss_giou: 0.606730 loss_class_aux: 2.454372 loss_bbox_aux: 0.486065 loss_giou_aux: 1.953370 loss_class_dn: 0.400915 loss_bbox_dn: 0.156234 loss_giou_dn: 0.505697 loss_class_aux_dn: 0.884599 loss_bbox_aux_dn: 0.391934 loss_giou_aux_dn: 1.192692 loss: 10.300038 eta: 29 days, 8:09:04 batch_cost: 0.6636 data_cost: 0.0117 ips: 12.0554 images/s
[08/17 18:08:12] ppdet.engine INFO: Epoch: [5] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.799359 loss_bbox: 0.142301 loss_giou: 0.627457 loss_class_aux: 2.498764 loss_bbox_aux: 0.485760 loss_giou_aux: 1.983589 loss_class_dn: 0.398808 loss_bbox_dn: 0.150049 loss_giou_dn: 0.498143 loss_class_aux_dn: 0.891521 loss_bbox_aux_dn: 0.388237 loss_giou_aux_dn: 1.163601 loss: 10.104178 eta: 29 days, 8:05:24 batch_cost: 0.6831 data_cost: 0.0036 ips: 11.7113 images/s
[08/17 18:10:35] ppdet.engine INFO: Epoch: [5] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.754025 loss_bbox: 0.143004 loss_giou: 0.593173 loss_class_aux: 2.353070 loss_bbox_aux: 0.473263 loss_giou_aux: 1.883830 loss_class_dn: 0.373712 loss_bbox_dn: 0.148104 loss_giou_dn: 0.481380 loss_class_aux_dn: 0.824867 loss_bbox_aux_dn: 0.375241 loss_giou_aux_dn: 1.133199 loss: 9.810267 eta: 29 days, 8:01:16 batch_cost: 0.6764 data_cost: 0.0008 ips: 11.8275 images/s
[08/17 18:13:02] ppdet.engine INFO: Epoch: [5] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.767198 loss_bbox: 0.150166 loss_giou: 0.592111 loss_class_aux: 2.401037 loss_bbox_aux: 0.508148 loss_giou_aux: 1.913040 loss_class_dn: 0.397342 loss_bbox_dn: 0.154904 loss_giou_dn: 0.502483 loss_class_aux_dn: 0.876544 loss_bbox_aux_dn: 0.391569 loss_giou_aux_dn: 1.192098 loss: 10.152841 eta: 29 days, 7:58:34 batch_cost: 0.6970 data_cost: 0.0008 ips: 11.4772 images/s
[08/17 18:15:43] ppdet.engine INFO: Epoch: [5] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.789258 loss_bbox: 0.141551 loss_giou: 0.532905 loss_class_aux: 2.458081 loss_bbox_aux: 0.474644 loss_giou_aux: 1.719117 loss_class_dn: 0.387715 loss_bbox_dn: 0.152362 loss_giou_dn: 0.462734 loss_class_aux_dn: 0.866359 loss_bbox_aux_dn: 0.384287 loss_giou_aux_dn: 1.111317 loss: 9.773802 eta: 29 days, 8:00:31 batch_cost: 0.7630 data_cost: 0.0819 ips: 10.4843 images/s
[08/17 18:18:12] ppdet.engine INFO: Epoch: [5] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.793252 loss_bbox: 0.140125 loss_giou: 0.561121 loss_class_aux: 2.480078 loss_bbox_aux: 0.463303 loss_giou_aux: 1.789136 loss_class_dn: 0.383707 loss_bbox_dn: 0.154217 loss_giou_dn: 0.465519 loss_class_aux_dn: 0.858668 loss_bbox_aux_dn: 0.390347 loss_giou_aux_dn: 1.099486 loss: 9.714399 eta: 29 days, 7:58:40 batch_cost: 0.7089 data_cost: 0.0139 ips: 11.2849 images/s
[08/17 18:20:41] ppdet.engine INFO: Epoch: [5] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.772173 loss_bbox: 0.141542 loss_giou: 0.586620 loss_class_aux: 2.404532 loss_bbox_aux: 0.477039 loss_giou_aux: 1.892863 loss_class_dn: 0.387639 loss_bbox_dn: 0.152853 loss_giou_dn: 0.484396 loss_class_aux_dn: 0.879728 loss_bbox_aux_dn: 0.381697 loss_giou_aux_dn: 1.144482 loss: 9.713050 eta: 29 days, 7:56:33 batch_cost: 0.7053 data_cost: 0.1024 ips: 11.3421 images/s
[08/17 18:23:05] ppdet.engine INFO: Epoch: [5] [10000/54024] learning_rate: 0.000100 loss_class: 0.771113 loss_bbox: 0.144803 loss_giou: 0.557482 loss_class_aux: 2.389959 loss_bbox_aux: 0.481188 loss_giou_aux: 1.795392 loss_class_dn: 0.384448 loss_bbox_dn: 0.151198 loss_giou_dn: 0.467868 loss_class_aux_dn: 0.844969 loss_bbox_aux_dn: 0.380870 loss_giou_aux_dn: 1.111239 loss: 9.544888 eta: 29 days, 7:52:51 batch_cost: 0.6825 data_cost: 0.0008 ips: 11.7212 images/s
[08/17 18:25:32] ppdet.engine INFO: Epoch: [5] [10200/54024] learning_rate: 0.000100 loss_class: 0.785778 loss_bbox: 0.139034 loss_giou: 0.584704 loss_class_aux: 2.433039 loss_bbox_aux: 0.468952 loss_giou_aux: 1.836247 loss_class_dn: 0.390993 loss_bbox_dn: 0.141933 loss_giou_dn: 0.477416 loss_class_aux_dn: 0.867650 loss_bbox_aux_dn: 0.366492 loss_giou_aux_dn: 1.118068 loss: 10.008864 eta: 29 days, 7:49:51 batch_cost: 0.6926 data_cost: 0.0012 ips: 11.5509 images/s
[08/17 18:27:42] ppdet.engine INFO: Epoch: [5] [10400/54024] learning_rate: 0.000100 loss_class: 0.771254 loss_bbox: 0.133957 loss_giou: 0.560945 loss_class_aux: 2.391789 loss_bbox_aux: 0.453829 loss_giou_aux: 1.788510 loss_class_dn: 0.368814 loss_bbox_dn: 0.136555 loss_giou_dn: 0.456321 loss_class_aux_dn: 0.834768 loss_bbox_aux_dn: 0.352775 loss_giou_aux_dn: 1.091182 loss: 9.449502 eta: 29 days, 7:40:49 batch_cost: 0.6059 data_cost: 0.0010 ips: 13.2027 images/s
[08/17 18:29:48] ppdet.engine INFO: Epoch: [5] [10600/54024] learning_rate: 0.000100 loss_class: 0.754344 loss_bbox: 0.143316 loss_giou: 0.562955 loss_class_aux: 2.373328 loss_bbox_aux: 0.482112 loss_giou_aux: 1.823806 loss_class_dn: 0.374799 loss_bbox_dn: 0.150271 loss_giou_dn: 0.467438 loss_class_aux_dn: 0.829425 loss_bbox_aux_dn: 0.386290 loss_giou_aux_dn: 1.117973 loss: 9.486383 eta: 29 days, 7:30:53 batch_cost: 0.5928 data_cost: 0.0277 ips: 13.4950 images/s
[08/17 18:32:00] ppdet.engine INFO: Epoch: [5] [10800/54024] learning_rate: 0.000100 loss_class: 0.774318 loss_bbox: 0.143021 loss_giou: 0.569186 loss_class_aux: 2.416530 loss_bbox_aux: 0.477703 loss_giou_aux: 1.832796 loss_class_dn: 0.387310 loss_bbox_dn: 0.146759 loss_giou_dn: 0.478035 loss_class_aux_dn: 0.872140 loss_bbox_aux_dn: 0.383452 loss_giou_aux_dn: 1.132522 loss: 9.854456 eta: 29 days, 7:22:59 batch_cost: 0.6219 data_cost: 0.0370 ips: 12.8645 images/s
[08/17 18:34:24] ppdet.engine INFO: Epoch: [5] [11000/54024] learning_rate: 0.000100 loss_class: 0.786428 loss_bbox: 0.139001 loss_giou: 0.607513 loss_class_aux: 2.465642 loss_bbox_aux: 0.467967 loss_giou_aux: 1.944170 loss_class_dn: 0.398748 loss_bbox_dn: 0.145383 loss_giou_dn: 0.512133 loss_class_aux_dn: 0.880447 loss_bbox_aux_dn: 0.369114 loss_giou_aux_dn: 1.208691 loss: 10.253445 eta: 29 days, 7:19:04 batch_cost: 0.6791 data_cost: 0.0287 ips: 11.7800 images/s
[08/17 18:36:55] ppdet.engine INFO: Epoch: [5] [11200/54024] learning_rate: 0.000100 loss_class: 0.756158 loss_bbox: 0.138169 loss_giou: 0.556274 loss_class_aux: 2.351700 loss_bbox_aux: 0.460274 loss_giou_aux: 1.765331 loss_class_dn: 0.374189 loss_bbox_dn: 0.146073 loss_giou_dn: 0.466001 loss_class_aux_dn: 0.836180 loss_bbox_aux_dn: 0.378020 loss_giou_aux_dn: 1.089276 loss: 9.297079 eta: 29 days, 7:17:33 batch_cost: 0.7135 data_cost: 0.0115 ips: 11.2121 images/s
[08/17 18:39:17] ppdet.engine INFO: Epoch: [5] [11400/54024] learning_rate: 0.000100 loss_class: 0.782813 loss_bbox: 0.144792 loss_giou: 0.641911 loss_class_aux: 2.466305 loss_bbox_aux: 0.494211 loss_giou_aux: 2.082652 loss_class_dn: 0.410429 loss_bbox_dn: 0.145259 loss_giou_dn: 0.524070 loss_class_aux_dn: 0.905560 loss_bbox_aux_dn: 0.374853 loss_giou_aux_dn: 1.227269 loss: 10.333447 eta: 29 days, 7:13:06 batch_cost: 0.6711 data_cost: 0.0269 ips: 11.9200 images/s
[08/17 18:41:54] ppdet.engine INFO: Epoch: [5] [11600/54024] learning_rate: 0.000100 loss_class: 0.790335 loss_bbox: 0.140269 loss_giou: 0.595315 loss_class_aux: 2.459759 loss_bbox_aux: 0.462608 loss_giou_aux: 1.901191 loss_class_dn: 0.388863 loss_bbox_dn: 0.141351 loss_giou_dn: 0.488189 loss_class_aux_dn: 0.861535 loss_bbox_aux_dn: 0.362363 loss_giou_aux_dn: 1.159536 loss: 10.109915 eta: 29 days, 7:14:09 batch_cost: 0.7505 data_cost: 0.0830 ips: 10.6595 images/s
[08/17 18:44:10] ppdet.engine INFO: Epoch: [5] [11800/54024] learning_rate: 0.000100 loss_class: 0.806974 loss_bbox: 0.151214 loss_giou: 0.599418 loss_class_aux: 2.509372 loss_bbox_aux: 0.494468 loss_giou_aux: 1.902142 loss_class_dn: 0.406410 loss_bbox_dn: 0.145220 loss_giou_dn: 0.496463 loss_class_aux_dn: 0.891142 loss_bbox_aux_dn: 0.375445 loss_giou_aux_dn: 1.173299 loss: 10.152690 eta: 29 days, 7:07:37 batch_cost: 0.6411 data_cost: 0.0101 ips: 12.4783 images/s
[08/17 18:46:37] ppdet.engine INFO: Epoch: [5] [12000/54024] learning_rate: 0.000100 loss_class: 0.770556 loss_bbox: 0.143174 loss_giou: 0.582905 loss_class_aux: 2.421408 loss_bbox_aux: 0.483402 loss_giou_aux: 1.835501 loss_class_dn: 0.386862 loss_bbox_dn: 0.146489 loss_giou_dn: 0.486614 loss_class_aux_dn: 0.865775 loss_bbox_aux_dn: 0.381890 loss_giou_aux_dn: 1.153313 loss: 9.779661 eta: 29 days, 7:04:44 batch_cost: 0.6937 data_cost: 0.0893 ips: 11.5318 images/s
[08/17 18:49:30] ppdet.engine INFO: Epoch: [5] [12200/54024] learning_rate: 0.000100 loss_class: 0.773402 loss_bbox: 0.147358 loss_giou: 0.619020 loss_class_aux: 2.428442 loss_bbox_aux: 0.486662 loss_giou_aux: 1.977226 loss_class_dn: 0.388492 loss_bbox_dn: 0.152231 loss_giou_dn: 0.497494 loss_class_aux_dn: 0.859469 loss_bbox_aux_dn: 0.381504 loss_giou_aux_dn: 1.170249 loss: 9.866505 eta: 29 days, 7:11:01 batch_cost: 0.8265 data_cost: 0.0845 ips: 9.6792 images/s
[08/17 18:51:37] ppdet.engine INFO: Epoch: [5] [12400/54024] learning_rate: 0.000100 loss_class: 0.774102 loss_bbox: 0.144979 loss_giou: 0.599384 loss_class_aux: 2.462370 loss_bbox_aux: 0.489986 loss_giou_aux: 1.895324 loss_class_dn: 0.388939 loss_bbox_dn: 0.149631 loss_giou_dn: 0.471256 loss_class_aux_dn: 0.872578 loss_bbox_aux_dn: 0.386867 loss_giou_aux_dn: 1.125550 loss: 9.694130 eta: 29 days, 7:01:46 batch_cost: 0.6014 data_cost: 0.0036 ips: 13.3025 images/s
[08/17 18:53:50] ppdet.engine INFO: Epoch: [5] [12600/54024] learning_rate: 0.000100 loss_class: 0.764815 loss_bbox: 0.141934 loss_giou: 0.589218 loss_class_aux: 2.442078 loss_bbox_aux: 0.479192 loss_giou_aux: 1.893351 loss_class_dn: 0.383230 loss_bbox_dn: 0.146523 loss_giou_dn: 0.483176 loss_class_aux_dn: 0.860273 loss_bbox_aux_dn: 0.375738 loss_giou_aux_dn: 1.138670 loss: 9.697795 eta: 29 days, 6:54:09 batch_cost: 0.6249 data_cost: 0.0067 ips: 12.8021 images/s
[08/17 18:56:22] ppdet.engine INFO: Epoch: [5] [12800/54024] learning_rate: 0.000100 loss_class: 0.756183 loss_bbox: 0.142143 loss_giou: 0.561666 loss_class_aux: 2.362256 loss_bbox_aux: 0.477477 loss_giou_aux: 1.835582 loss_class_dn: 0.377864 loss_bbox_dn: 0.145902 loss_giou_dn: 0.463951 loss_class_aux_dn: 0.847805 loss_bbox_aux_dn: 0.368558 loss_giou_aux_dn: 1.107680 loss: 9.474217 eta: 29 days, 6:53:12 batch_cost: 0.7219 data_cost: 0.0112 ips: 11.0820 images/s
[08/17 18:58:34] ppdet.engine INFO: Epoch: [5] [13000/54024] learning_rate: 0.000100 loss_class: 0.761159 loss_bbox: 0.139677 loss_giou: 0.562924 loss_class_aux: 2.422037 loss_bbox_aux: 0.462144 loss_giou_aux: 1.822451 loss_class_dn: 0.375274 loss_bbox_dn: 0.146810 loss_giou_dn: 0.483294 loss_class_aux_dn: 0.841665 loss_bbox_aux_dn: 0.368664 loss_giou_aux_dn: 1.136131 loss: 9.778600 eta: 29 days, 6:45:28 batch_cost: 0.6228 data_cost: 0.0058 ips: 12.8453 images/s
[08/17 19:00:50] ppdet.engine INFO: Epoch: [5] [13200/54024] learning_rate: 0.000100 loss_class: 0.767682 loss_bbox: 0.140614 loss_giou: 0.590647 loss_class_aux: 2.444225 loss_bbox_aux: 0.477585 loss_giou_aux: 1.875455 loss_class_dn: 0.389353 loss_bbox_dn: 0.146501 loss_giou_dn: 0.488327 loss_class_aux_dn: 0.872033 loss_bbox_aux_dn: 0.375379 loss_giou_aux_dn: 1.140682 loss: 9.882682 eta: 29 days, 6:38:52 batch_cost: 0.6396 data_cost: 0.0166 ips: 12.5085 images/s
[08/17 19:03:28] ppdet.engine INFO: Epoch: [5] [13400/54024] learning_rate: 0.000100 loss_class: 0.793592 loss_bbox: 0.140841 loss_giou: 0.546378 loss_class_aux: 2.482644 loss_bbox_aux: 0.475058 loss_giou_aux: 1.774621 loss_class_dn: 0.393633 loss_bbox_dn: 0.144949 loss_giou_dn: 0.471500 loss_class_aux_dn: 0.880361 loss_bbox_aux_dn: 0.372938 loss_giou_aux_dn: 1.122922 loss: 9.844318 eta: 29 days, 6:40:11 batch_cost: 0.7547 data_cost: 0.0069 ips: 10.6000 images/s
[08/17 19:05:49] ppdet.engine INFO: Epoch: [5] [13600/54024] learning_rate: 0.000100 loss_class: 0.766958 loss_bbox: 0.141009 loss_giou: 0.550557 loss_class_aux: 2.417355 loss_bbox_aux: 0.470485 loss_giou_aux: 1.741158 loss_class_dn: 0.377854 loss_bbox_dn: 0.152540 loss_giou_dn: 0.462103 loss_class_aux_dn: 0.842459 loss_bbox_aux_dn: 0.391914 loss_giou_aux_dn: 1.079628 loss: 9.481245 eta: 29 days, 6:35:26 batch_cost: 0.6661 data_cost: 0.0111 ips: 12.0111 images/s
[08/17 19:08:03] ppdet.engine INFO: Epoch: [5] [13800/54024] learning_rate: 0.000100 loss_class: 0.802633 loss_bbox: 0.140564 loss_giou: 0.578961 loss_class_aux: 2.466022 loss_bbox_aux: 0.475606 loss_giou_aux: 1.874726 loss_class_dn: 0.392294 loss_bbox_dn: 0.151023 loss_giou_dn: 0.478291 loss_class_aux_dn: 0.876178 loss_bbox_aux_dn: 0.384015 loss_giou_aux_dn: 1.159766 loss: 9.880528 eta: 29 days, 6:28:24 batch_cost: 0.6329 data_cost: 0.0011 ips: 12.6412 images/s
[08/17 19:10:38] ppdet.engine INFO: Epoch: [5] [14000/54024] learning_rate: 0.000100 loss_class: 0.764135 loss_bbox: 0.142008 loss_giou: 0.579400 loss_class_aux: 2.412695 loss_bbox_aux: 0.476917 loss_giou_aux: 1.832582 loss_class_dn: 0.391070 loss_bbox_dn: 0.150365 loss_giou_dn: 0.480453 loss_class_aux_dn: 0.874727 loss_bbox_aux_dn: 0.387212 loss_giou_aux_dn: 1.140181 loss: 9.896370 eta: 29 days, 6:28:19 batch_cost: 0.7343 data_cost: 0.0229 ips: 10.8949 images/s
[08/17 19:13:07] ppdet.engine INFO: Epoch: [5] [14200/54024] learning_rate: 0.000100 loss_class: 0.753448 loss_bbox: 0.134755 loss_giou: 0.562049 loss_class_aux: 2.349116 loss_bbox_aux: 0.455291 loss_giou_aux: 1.775716 loss_class_dn: 0.380510 loss_bbox_dn: 0.141929 loss_giou_dn: 0.468581 loss_class_aux_dn: 0.839999 loss_bbox_aux_dn: 0.366902 loss_giou_aux_dn: 1.113090 loss: 9.546908 eta: 29 days, 6:26:07 batch_cost: 0.7035 data_cost: 0.0077 ips: 11.3714 images/s
[08/17 19:15:52] ppdet.engine INFO: Epoch: [5] [14400/54024] learning_rate: 0.000100 loss_class: 0.771344 loss_bbox: 0.141479 loss_giou: 0.566247 loss_class_aux: 2.407792 loss_bbox_aux: 0.476515 loss_giou_aux: 1.835663 loss_class_dn: 0.392130 loss_bbox_dn: 0.149475 loss_giou_dn: 0.475526 loss_class_aux_dn: 0.861416 loss_bbox_aux_dn: 0.382308 loss_giou_aux_dn: 1.124508 loss: 9.908043 eta: 29 days, 6:29:21 batch_cost: 0.7831 data_cost: 0.0332 ips: 10.2152 images/s
[08/17 19:18:00] ppdet.engine INFO: Epoch: [5] [14600/54024] learning_rate: 0.000100 loss_class: 0.768170 loss_bbox: 0.146602 loss_giou: 0.622400 loss_class_aux: 2.381252 loss_bbox_aux: 0.501415 loss_giou_aux: 1.949505 loss_class_dn: 0.388029 loss_bbox_dn: 0.151853 loss_giou_dn: 0.501383 loss_class_aux_dn: 0.865425 loss_bbox_aux_dn: 0.383148 loss_giou_aux_dn: 1.176730 loss: 9.994207 eta: 29 days, 6:20:17 batch_cost: 0.6025 data_cost: 0.0044 ips: 13.2785 images/s
[08/17 19:20:40] ppdet.engine INFO: Epoch: [5] [14800/54024] learning_rate: 0.000100 loss_class: 0.753254 loss_bbox: 0.133500 loss_giou: 0.546610 loss_class_aux: 2.388542 loss_bbox_aux: 0.445826 loss_giou_aux: 1.750181 loss_class_dn: 0.376518 loss_bbox_dn: 0.142471 loss_giou_dn: 0.463772 loss_class_aux_dn: 0.838253 loss_bbox_aux_dn: 0.367216 loss_giou_aux_dn: 1.084123 loss: 9.306543 eta: 29 days, 6:21:57 batch_cost: 0.7603 data_cost: 0.0008 ips: 10.5226 images/s
[08/17 19:22:49] ppdet.engine INFO: Epoch: [5] [15000/54024] learning_rate: 0.000100 loss_class: 0.782556 loss_bbox: 0.138523 loss_giou: 0.577614 loss_class_aux: 2.422654 loss_bbox_aux: 0.465660 loss_giou_aux: 1.849096 loss_class_dn: 0.384517 loss_bbox_dn: 0.152047 loss_giou_dn: 0.483735 loss_class_aux_dn: 0.854376 loss_bbox_aux_dn: 0.385978 loss_giou_aux_dn: 1.133989 loss: 9.784565 eta: 29 days, 6:13:02 batch_cost: 0.6045 data_cost: 0.0109 ips: 13.2341 images/s
[08/17 19:24:53] ppdet.engine INFO: Epoch: [5] [15200/54024] learning_rate: 0.000100 loss_class: 0.745290 loss_bbox: 0.136123 loss_giou: 0.550831 loss_class_aux: 2.334945 loss_bbox_aux: 0.441545 loss_giou_aux: 1.758844 loss_class_dn: 0.361290 loss_bbox_dn: 0.146183 loss_giou_dn: 0.449466 loss_class_aux_dn: 0.809278 loss_bbox_aux_dn: 0.370742 loss_giou_aux_dn: 1.059699 loss: 9.201236 eta: 29 days, 6:02:34 batch_cost: 0.5815 data_cost: 0.0348 ips: 13.7573 images/s
[08/17 19:27:25] ppdet.engine INFO: Epoch: [5] [15400/54024] learning_rate: 0.000100 loss_class: 0.766820 loss_bbox: 0.143309 loss_giou: 0.579857 loss_class_aux: 2.416337 loss_bbox_aux: 0.473313 loss_giou_aux: 1.874754 loss_class_dn: 0.393890 loss_bbox_dn: 0.145930 loss_giou_dn: 0.482936 loss_class_aux_dn: 0.879243 loss_bbox_aux_dn: 0.372323 loss_giou_aux_dn: 1.128607 loss: 9.976538 eta: 29 days, 6:01:45 batch_cost: 0.7235 data_cost: 0.0061 ips: 11.0576 images/s
[08/17 19:29:36] ppdet.engine INFO: Epoch: [5] [15600/54024] learning_rate: 0.000100 loss_class: 0.794193 loss_bbox: 0.146678 loss_giou: 0.600977 loss_class_aux: 2.517070 loss_bbox_aux: 0.491943 loss_giou_aux: 1.948133 loss_class_dn: 0.401308 loss_bbox_dn: 0.151319 loss_giou_dn: 0.493527 loss_class_aux_dn: 0.885429 loss_bbox_aux_dn: 0.382833 loss_giou_aux_dn: 1.187709 loss: 10.391295 eta: 29 days, 5:53:47 batch_cost: 0.6181 data_cost: 0.0250 ips: 12.9421 images/s
[08/17 19:31:50] ppdet.engine INFO: Epoch: [5] [15800/54024] learning_rate: 0.000100 loss_class: 0.783525 loss_bbox: 0.142975 loss_giou: 0.576556 loss_class_aux: 2.424796 loss_bbox_aux: 0.486639 loss_giou_aux: 1.850450 loss_class_dn: 0.393579 loss_bbox_dn: 0.147929 loss_giou_dn: 0.498343 loss_class_aux_dn: 0.871770 loss_bbox_aux_dn: 0.381115 loss_giou_aux_dn: 1.166154 loss: 9.910533 eta: 29 days, 5:46:37 batch_cost: 0.6294 data_cost: 0.0176 ips: 12.7107 images/s
[08/17 19:34:07] ppdet.engine INFO: Epoch: [5] [16000/54024] learning_rate: 0.000100 loss_class: 0.812595 loss_bbox: 0.151498 loss_giou: 0.600484 loss_class_aux: 2.512598 loss_bbox_aux: 0.498117 loss_giou_aux: 1.918851 loss_class_dn: 0.401536 loss_bbox_dn: 0.152350 loss_giou_dn: 0.503322 loss_class_aux_dn: 0.897112 loss_bbox_aux_dn: 0.387933 loss_giou_aux_dn: 1.186400 loss: 10.213103 eta: 29 days, 5:40:43 batch_cost: 0.6484 data_cost: 0.0407 ips: 12.3385 images/s
[08/17 19:36:42] ppdet.engine INFO: Epoch: [5] [16200/54024] learning_rate: 0.000100 loss_class: 0.771933 loss_bbox: 0.141068 loss_giou: 0.585801 loss_class_aux: 2.421842 loss_bbox_aux: 0.469972 loss_giou_aux: 1.894800 loss_class_dn: 0.384532 loss_bbox_dn: 0.147827 loss_giou_dn: 0.475775 loss_class_aux_dn: 0.853417 loss_bbox_aux_dn: 0.384071 loss_giou_aux_dn: 1.136216 loss: 9.665155 eta: 29 days, 5:40:47 batch_cost: 0.7365 data_cost: 0.0257 ips: 10.8621 images/s
[08/17 19:39:55] ppdet.engine INFO: Epoch: [5] [16400/54024] learning_rate: 0.000100 loss_class: 0.789817 loss_bbox: 0.140341 loss_giou: 0.607845 loss_class_aux: 2.477165 loss_bbox_aux: 0.477434 loss_giou_aux: 1.907506 loss_class_dn: 0.393037 loss_bbox_dn: 0.149034 loss_giou_dn: 0.490234 loss_class_aux_dn: 0.876011 loss_bbox_aux_dn: 0.376909 loss_giou_aux_dn: 1.158193 loss: 9.956654 eta: 29 days, 5:53:32 batch_cost: 0.9253 data_cost: 0.0567 ips: 8.6458 images/s
[08/17 19:42:10] ppdet.engine INFO: Epoch: [5] [16600/54024] learning_rate: 0.000100 loss_class: 0.771668 loss_bbox: 0.138384 loss_giou: 0.593344 loss_class_aux: 2.385705 loss_bbox_aux: 0.451481 loss_giou_aux: 1.894959 loss_class_dn: 0.392626 loss_bbox_dn: 0.135985 loss_giou_dn: 0.491336 loss_class_aux_dn: 0.874564 loss_bbox_aux_dn: 0.353767 loss_giou_aux_dn: 1.168750 loss: 9.803294 eta: 29 days, 5:46:58 batch_cost: 0.6383 data_cost: 0.0190 ips: 12.5328 images/s
[08/17 19:44:29] ppdet.engine INFO: Epoch: [5] [16800/54024] learning_rate: 0.000100 loss_class: 0.754681 loss_bbox: 0.146556 loss_giou: 0.569171 loss_class_aux: 2.353406 loss_bbox_aux: 0.481298 loss_giou_aux: 1.841060 loss_class_dn: 0.374459 loss_bbox_dn: 0.144249 loss_giou_dn: 0.472457 loss_class_aux_dn: 0.827191 loss_bbox_aux_dn: 0.360747 loss_giou_aux_dn: 1.110606 loss: 9.600590 eta: 29 days, 5:41:28 batch_cost: 0.6541 data_cost: 0.0032 ips: 12.2310 images/s
[08/17 19:46:50] ppdet.engine INFO: Epoch: [5] [17000/54024] learning_rate: 0.000100 loss_class: 0.786930 loss_bbox: 0.144289 loss_giou: 0.616559 loss_class_aux: 2.446761 loss_bbox_aux: 0.486629 loss_giou_aux: 1.970980 loss_class_dn: 0.402385 loss_bbox_dn: 0.145524 loss_giou_dn: 0.499753 loss_class_aux_dn: 0.887602 loss_bbox_aux_dn: 0.369079 loss_giou_aux_dn: 1.196029 loss: 10.267810 eta: 29 days, 5:36:58 batch_cost: 0.6690 data_cost: 0.0751 ips: 11.9589 images/s
[08/17 19:49:10] ppdet.engine INFO: Epoch: [5] [17200/54024] learning_rate: 0.000100 loss_class: 0.794312 loss_bbox: 0.146592 loss_giou: 0.583273 loss_class_aux: 2.479223 loss_bbox_aux: 0.496956 loss_giou_aux: 1.888921 loss_class_dn: 0.399112 loss_bbox_dn: 0.156313 loss_giou_dn: 0.486645 loss_class_aux_dn: 0.882760 loss_bbox_aux_dn: 0.398597 loss_giou_aux_dn: 1.155679 loss: 9.832767 eta: 29 days, 5:31:52 batch_cost: 0.6599 data_cost: 0.0009 ips: 12.1231 images/s
[08/17 19:51:13] ppdet.engine INFO: Epoch: [5] [17400/54024] learning_rate: 0.000100 loss_class: 0.775280 loss_bbox: 0.143373 loss_giou: 0.597188 loss_class_aux: 2.413699 loss_bbox_aux: 0.471455 loss_giou_aux: 1.906978 loss_class_dn: 0.397922 loss_bbox_dn: 0.151919 loss_giou_dn: 0.492088 loss_class_aux_dn: 0.878185 loss_bbox_aux_dn: 0.379926 loss_giou_aux_dn: 1.156481 loss: 10.004792 eta: 29 days, 5:21:07 batch_cost: 0.5752 data_cost: 0.0111 ips: 13.9092 images/s
[08/17 19:53:25] ppdet.engine INFO: Epoch: [5] [17600/54024] learning_rate: 0.000100 loss_class: 0.817234 loss_bbox: 0.150777 loss_giou: 0.589876 loss_class_aux: 2.532822 loss_bbox_aux: 0.493863 loss_giou_aux: 1.898732 loss_class_dn: 0.403404 loss_bbox_dn: 0.153737 loss_giou_dn: 0.501236 loss_class_aux_dn: 0.893129 loss_bbox_aux_dn: 0.392111 loss_giou_aux_dn: 1.169767 loss: 10.010325 eta: 29 days, 5:13:25 batch_cost: 0.6209 data_cost: 0.0403 ips: 12.8854 images/s
[08/17 19:55:44] ppdet.engine INFO: Epoch: [5] [17800/54024] learning_rate: 0.000100 loss_class: 0.789848 loss_bbox: 0.144831 loss_giou: 0.573706 loss_class_aux: 2.429823 loss_bbox_aux: 0.487260 loss_giou_aux: 1.841395 loss_class_dn: 0.393092 loss_bbox_dn: 0.155068 loss_giou_dn: 0.479426 loss_class_aux_dn: 0.871206 loss_bbox_aux_dn: 0.393085 loss_giou_aux_dn: 1.117163 loss: 9.888793 eta: 29 days, 5:08:22 batch_cost: 0.6600 data_cost: 0.0319 ips: 12.1210 images/s
[08/17 19:58:06] ppdet.engine INFO: Epoch: [5] [18000/54024] learning_rate: 0.000100 loss_class: 0.770797 loss_bbox: 0.146198 loss_giou: 0.571665 loss_class_aux: 2.432243 loss_bbox_aux: 0.480682 loss_giou_aux: 1.834611 loss_class_dn: 0.391164 loss_bbox_dn: 0.148288 loss_giou_dn: 0.465926 loss_class_aux_dn: 0.878235 loss_bbox_aux_dn: 0.374037 loss_giou_aux_dn: 1.110068 loss: 9.725140 eta: 29 days, 5:03:57 batch_cost: 0.6696 data_cost: 0.0295 ips: 11.9470 images/s
[08/17 20:00:28] ppdet.engine INFO: Epoch: [5] [18200/54024] learning_rate: 0.000100 loss_class: 0.746521 loss_bbox: 0.141519 loss_giou: 0.553989 loss_class_aux: 2.339565 loss_bbox_aux: 0.463310 loss_giou_aux: 1.746145 loss_class_dn: 0.380300 loss_bbox_dn: 0.140988 loss_giou_dn: 0.457157 loss_class_aux_dn: 0.849458 loss_bbox_aux_dn: 0.369635 loss_giou_aux_dn: 1.080936 loss: 9.510438 eta: 29 days, 4:59:46 batch_cost: 0.6730 data_cost: 0.0032 ips: 11.8869 images/s
[08/17 20:02:58] ppdet.engine INFO: Epoch: [5] [18400/54024] learning_rate: 0.000100 loss_class: 0.741772 loss_bbox: 0.144458 loss_giou: 0.586837 loss_class_aux: 2.332801 loss_bbox_aux: 0.477799 loss_giou_aux: 1.879645 loss_class_dn: 0.378367 loss_bbox_dn: 0.148619 loss_giou_dn: 0.469323 loss_class_aux_dn: 0.842153 loss_bbox_aux_dn: 0.375532 loss_giou_aux_dn: 1.116916 loss: 9.742682 eta: 29 days, 4:58:14 batch_cost: 0.7128 data_cost: 0.0010 ips: 11.2227 images/s
[08/17 20:05:26] ppdet.engine INFO: Epoch: [5] [18600/54024] learning_rate: 0.000100 loss_class: 0.773423 loss_bbox: 0.145201 loss_giou: 0.580254 loss_class_aux: 2.435864 loss_bbox_aux: 0.488992 loss_giou_aux: 1.815537 loss_class_dn: 0.380332 loss_bbox_dn: 0.158530 loss_giou_dn: 0.468515 loss_class_aux_dn: 0.850605 loss_bbox_aux_dn: 0.402160 loss_giou_aux_dn: 1.109194 loss: 9.741480 eta: 29 days, 4:55:44 batch_cost: 0.6982 data_cost: 0.0262 ips: 11.4586 images/s
[08/17 20:07:37] ppdet.engine INFO: Epoch: [5] [18800/54024] learning_rate: 0.000100 loss_class: 0.747747 loss_bbox: 0.140828 loss_giou: 0.559560 loss_class_aux: 2.348607 loss_bbox_aux: 0.476972 loss_giou_aux: 1.799188 loss_class_dn: 0.373806 loss_bbox_dn: 0.141677 loss_giou_dn: 0.459656 loss_class_aux_dn: 0.827626 loss_bbox_aux_dn: 0.362598 loss_giou_aux_dn: 1.102047 loss: 9.624591 eta: 29 days, 4:47:49 batch_cost: 0.6167 data_cost: 0.0253 ips: 12.9720 images/s
[08/17 20:10:05] ppdet.engine INFO: Epoch: [5] [19000/54024] learning_rate: 0.000100 loss_class: 0.759302 loss_bbox: 0.142435 loss_giou: 0.585718 loss_class_aux: 2.355046 loss_bbox_aux: 0.483666 loss_giou_aux: 1.882463 loss_class_dn: 0.389386 loss_bbox_dn: 0.147786 loss_giou_dn: 0.481201 loss_class_aux_dn: 0.863077 loss_bbox_aux_dn: 0.366638 loss_giou_aux_dn: 1.129548 loss: 9.772145 eta: 29 days, 4:45:48 batch_cost: 0.7054 data_cost: 0.0498 ips: 11.3415 images/s
[08/17 20:12:28] ppdet.engine INFO: Epoch: [5] [19200/54024] learning_rate: 0.000100 loss_class: 0.774492 loss_bbox: 0.141359 loss_giou: 0.566069 loss_class_aux: 2.431653 loss_bbox_aux: 0.465150 loss_giou_aux: 1.840846 loss_class_dn: 0.383730 loss_bbox_dn: 0.138895 loss_giou_dn: 0.468768 loss_class_aux_dn: 0.866913 loss_bbox_aux_dn: 0.367754 loss_giou_aux_dn: 1.112440 loss: 9.742158 eta: 29 days, 4:41:41 batch_cost: 0.6738 data_cost: 0.0231 ips: 11.8724 images/s
[08/17 20:14:42] ppdet.engine INFO: Epoch: [5] [19400/54024] learning_rate: 0.000100 loss_class: 0.751330 loss_bbox: 0.135208 loss_giou: 0.559758 loss_class_aux: 2.335006 loss_bbox_aux: 0.450763 loss_giou_aux: 1.791335 loss_class_dn: 0.376746 loss_bbox_dn: 0.141120 loss_giou_dn: 0.474547 loss_class_aux_dn: 0.834518 loss_bbox_aux_dn: 0.360945 loss_giou_aux_dn: 1.126966 loss: 9.454613 eta: 29 days, 4:34:59 batch_cost: 0.6345 data_cost: 0.0551 ips: 12.6080 images/s
[08/17 20:16:59] ppdet.engine INFO: Epoch: [5] [19600/54024] learning_rate: 0.000100 loss_class: 0.760650 loss_bbox: 0.137331 loss_giou: 0.559664 loss_class_aux: 2.382436 loss_bbox_aux: 0.466597 loss_giou_aux: 1.829757 loss_class_dn: 0.377129 loss_bbox_dn: 0.141076 loss_giou_dn: 0.498857 loss_class_aux_dn: 0.846229 loss_bbox_aux_dn: 0.365824 loss_giou_aux_dn: 1.147532 loss: 9.693449 eta: 29 days, 4:29:00 batch_cost: 0.6453 data_cost: 0.0766 ips: 12.3969 images/s
[08/17 20:19:30] ppdet.engine INFO: Epoch: [5] [19800/54024] learning_rate: 0.000100 loss_class: 0.783522 loss_bbox: 0.142379 loss_giou: 0.617831 loss_class_aux: 2.499294 loss_bbox_aux: 0.484511 loss_giou_aux: 1.920564 loss_class_dn: 0.389843 loss_bbox_dn: 0.141194 loss_giou_dn: 0.509407 loss_class_aux_dn: 0.875222 loss_bbox_aux_dn: 0.376249 loss_giou_aux_dn: 1.212467 loss: 9.924516 eta: 29 days, 4:27:56 batch_cost: 0.7197 data_cost: 0.0398 ips: 11.1163 images/s
[08/17 20:22:06] ppdet.engine INFO: Epoch: [5] [20000/54024] learning_rate: 0.000100 loss_class: 0.724692 loss_bbox: 0.128502 loss_giou: 0.529351 loss_class_aux: 2.290866 loss_bbox_aux: 0.432843 loss_giou_aux: 1.697764 loss_class_dn: 0.354914 loss_bbox_dn: 0.141731 loss_giou_dn: 0.436295 loss_class_aux_dn: 0.789495 loss_bbox_aux_dn: 0.363000 loss_giou_aux_dn: 1.042806 loss: 8.902524 eta: 29 days, 4:28:14 batch_cost: 0.7406 data_cost: 0.0085 ips: 10.8028 images/s
[08/17 20:24:45] ppdet.engine INFO: Epoch: [5] [20200/54024] learning_rate: 0.000100 loss_class: 0.801486 loss_bbox: 0.149574 loss_giou: 0.568294 loss_class_aux: 2.533403 loss_bbox_aux: 0.490245 loss_giou_aux: 1.815740 loss_class_dn: 0.388494 loss_bbox_dn: 0.151865 loss_giou_dn: 0.479163 loss_class_aux_dn: 0.874395 loss_bbox_aux_dn: 0.387413 loss_giou_aux_dn: 1.142242 loss: 9.827668 eta: 29 days, 4:29:48 batch_cost: 0.7599 data_cost: 0.0506 ips: 10.5282 images/s
[08/17 20:27:00] ppdet.engine INFO: Epoch: [5] [20400/54024] learning_rate: 0.000100 loss_class: 0.804478 loss_bbox: 0.143247 loss_giou: 0.544169 loss_class_aux: 2.598099 loss_bbox_aux: 0.489864 loss_giou_aux: 1.746983 loss_class_dn: 0.388361 loss_bbox_dn: 0.154270 loss_giou_dn: 0.475105 loss_class_aux_dn: 0.855755 loss_bbox_aux_dn: 0.395582 loss_giou_aux_dn: 1.130389 loss: 9.893564 eta: 29 days, 4:23:15 batch_cost: 0.6365 data_cost: 0.0179 ips: 12.5692 images/s
[08/17 20:29:34] ppdet.engine INFO: Epoch: [5] [20600/54024] learning_rate: 0.000100 loss_class: 0.769773 loss_bbox: 0.135397 loss_giou: 0.592392 loss_class_aux: 2.362828 loss_bbox_aux: 0.440482 loss_giou_aux: 1.886008 loss_class_dn: 0.370845 loss_bbox_dn: 0.141318 loss_giou_dn: 0.474377 loss_class_aux_dn: 0.815091 loss_bbox_aux_dn: 0.363690 loss_giou_aux_dn: 1.117095 loss: 9.367735 eta: 29 days, 4:22:43 batch_cost: 0.7279 data_cost: 0.0423 ips: 10.9911 images/s
[08/17 20:31:48] ppdet.engine INFO: Epoch: [5] [20800/54024] learning_rate: 0.000100 loss_class: 0.762019 loss_bbox: 0.138864 loss_giou: 0.560657 loss_class_aux: 2.383133 loss_bbox_aux: 0.470080 loss_giou_aux: 1.810317 loss_class_dn: 0.378233 loss_bbox_dn: 0.148340 loss_giou_dn: 0.472771 loss_class_aux_dn: 0.841514 loss_bbox_aux_dn: 0.381185 loss_giou_aux_dn: 1.118945 loss: 9.606214 eta: 29 days, 4:16:03 batch_cost: 0.6346 data_cost: 0.0381 ips: 12.6059 images/s
[08/17 20:34:13] ppdet.engine INFO: Epoch: [5] [21000/54024] learning_rate: 0.000100 loss_class: 0.769578 loss_bbox: 0.139415 loss_giou: 0.581072 loss_class_aux: 2.393364 loss_bbox_aux: 0.475216 loss_giou_aux: 1.857515 loss_class_dn: 0.379762 loss_bbox_dn: 0.147304 loss_giou_dn: 0.469099 loss_class_aux_dn: 0.845846 loss_bbox_aux_dn: 0.373733 loss_giou_aux_dn: 1.109163 loss: 9.800399 eta: 29 days, 4:12:48 batch_cost: 0.6867 data_cost: 0.0610 ips: 11.6506 images/s
[08/17 20:36:42] ppdet.engine INFO: Epoch: [5] [21200/54024] learning_rate: 0.000100 loss_class: 0.736568 loss_bbox: 0.134479 loss_giou: 0.544320 loss_class_aux: 2.323621 loss_bbox_aux: 0.448018 loss_giou_aux: 1.737692 loss_class_dn: 0.367084 loss_bbox_dn: 0.142955 loss_giou_dn: 0.449671 loss_class_aux_dn: 0.826689 loss_bbox_aux_dn: 0.365085 loss_giou_aux_dn: 1.066854 loss: 9.359552 eta: 29 days, 4:11:08 batch_cost: 0.7105 data_cost: 0.0298 ips: 11.2595 images/s
[08/17 20:39:00] ppdet.engine INFO: Epoch: [5] [21400/54024] learning_rate: 0.000100 loss_class: 0.828107 loss_bbox: 0.152744 loss_giou: 0.608867 loss_class_aux: 2.580464 loss_bbox_aux: 0.516327 loss_giou_aux: 1.955741 loss_class_dn: 0.410119 loss_bbox_dn: 0.153619 loss_giou_dn: 0.490756 loss_class_aux_dn: 0.908342 loss_bbox_aux_dn: 0.383919 loss_giou_aux_dn: 1.158491 loss: 10.216684 eta: 29 days, 4:05:33 batch_cost: 0.6508 data_cost: 0.0010 ips: 12.2921 images/s
[08/17 20:41:28] ppdet.engine INFO: Epoch: [5] [21600/54024] learning_rate: 0.000100 loss_class: 0.737356 loss_bbox: 0.136013 loss_giou: 0.560577 loss_class_aux: 2.309595 loss_bbox_aux: 0.450185 loss_giou_aux: 1.763360 loss_class_dn: 0.371490 loss_bbox_dn: 0.146176 loss_giou_dn: 0.466872 loss_class_aux_dn: 0.823218 loss_bbox_aux_dn: 0.366885 loss_giou_aux_dn: 1.093042 loss: 9.294245 eta: 29 days, 4:03:07 batch_cost: 0.6989 data_cost: 0.0140 ips: 11.4465 images/s
[08/17 20:43:32] ppdet.engine INFO: Epoch: [5] [21800/54024] learning_rate: 0.000100 loss_class: 0.791132 loss_bbox: 0.149394 loss_giou: 0.593505 loss_class_aux: 2.465230 loss_bbox_aux: 0.485212 loss_giou_aux: 1.890477 loss_class_dn: 0.390449 loss_bbox_dn: 0.139131 loss_giou_dn: 0.477004 loss_class_aux_dn: 0.884926 loss_bbox_aux_dn: 0.357277 loss_giou_aux_dn: 1.138849 loss: 9.970210 eta: 29 days, 3:53:03 batch_cost: 0.5820 data_cost: 0.0265 ips: 13.7450 images/s
[08/17 20:45:54] ppdet.engine INFO: Epoch: [5] [22000/54024] learning_rate: 0.000100 loss_class: 0.769332 loss_bbox: 0.136853 loss_giou: 0.579041 loss_class_aux: 2.401080 loss_bbox_aux: 0.460861 loss_giou_aux: 1.824908 loss_class_dn: 0.386870 loss_bbox_dn: 0.137461 loss_giou_dn: 0.485595 loss_class_aux_dn: 0.857152 loss_bbox_aux_dn: 0.356501 loss_giou_aux_dn: 1.146763 loss: 9.753178 eta: 29 days, 3:48:51 batch_cost: 0.6717 data_cost: 0.0437 ips: 11.9099 images/s
[08/17 20:48:21] ppdet.engine INFO: Epoch: [5] [22200/54024] learning_rate: 0.000100 loss_class: 0.761772 loss_bbox: 0.142679 loss_giou: 0.552726 loss_class_aux: 2.366647 loss_bbox_aux: 0.478487 loss_giou_aux: 1.767418 loss_class_dn: 0.377218 loss_bbox_dn: 0.147807 loss_giou_dn: 0.475507 loss_class_aux_dn: 0.844396 loss_bbox_aux_dn: 0.382994 loss_giou_aux_dn: 1.114216 loss: 9.701037 eta: 29 days, 3:46:11 batch_cost: 0.6952 data_cost: 0.0052 ips: 11.5076 images/s
[08/17 20:50:49] ppdet.engine INFO: Epoch: [5] [22400/54024] learning_rate: 0.000100 loss_class: 0.760681 loss_bbox: 0.143091 loss_giou: 0.596301 loss_class_aux: 2.376044 loss_bbox_aux: 0.478137 loss_giou_aux: 1.893060 loss_class_dn: 0.396310 loss_bbox_dn: 0.147391 loss_giou_dn: 0.495973 loss_class_aux_dn: 0.863405 loss_bbox_aux_dn: 0.374424 loss_giou_aux_dn: 1.164300 loss: 9.800289 eta: 29 days, 3:43:56 batch_cost: 0.7015 data_cost: 0.0156 ips: 11.4045 images/s
[08/17 20:53:05] ppdet.engine INFO: Epoch: [5] [22600/54024] learning_rate: 0.000100 loss_class: 0.781392 loss_bbox: 0.145886 loss_giou: 0.569071 loss_class_aux: 2.456233 loss_bbox_aux: 0.485381 loss_giou_aux: 1.806476 loss_class_dn: 0.389539 loss_bbox_dn: 0.149451 loss_giou_dn: 0.470778 loss_class_aux_dn: 0.864908 loss_bbox_aux_dn: 0.378702 loss_giou_aux_dn: 1.112281 loss: 9.844068 eta: 29 days, 3:37:42 batch_cost: 0.6403 data_cost: 0.0301 ips: 12.4932 images/s
[08/17 20:55:29] ppdet.engine INFO: Epoch: [5] [22800/54024] learning_rate: 0.000100 loss_class: 0.787454 loss_bbox: 0.141845 loss_giou: 0.575068 loss_class_aux: 2.467727 loss_bbox_aux: 0.468758 loss_giou_aux: 1.847156 loss_class_dn: 0.383233 loss_bbox_dn: 0.147393 loss_giou_dn: 0.484218 loss_class_aux_dn: 0.855144 loss_bbox_aux_dn: 0.386562 loss_giou_aux_dn: 1.133809 loss: 9.843081 eta: 29 days, 3:34:12 batch_cost: 0.6821 data_cost: 0.0008 ips: 11.7291 images/s
[08/17 20:58:15] ppdet.engine INFO: Epoch: [5] [23000/54024] learning_rate: 0.000100 loss_class: 0.753361 loss_bbox: 0.138205 loss_giou: 0.551244 loss_class_aux: 2.376447 loss_bbox_aux: 0.459281 loss_giou_aux: 1.768033 loss_class_dn: 0.367740 loss_bbox_dn: 0.141964 loss_giou_dn: 0.455724 loss_class_aux_dn: 0.824907 loss_bbox_aux_dn: 0.365289 loss_giou_aux_dn: 1.072484 loss: 9.493821 eta: 29 days, 3:37:29 batch_cost: 0.7869 data_cost: 0.0134 ips: 10.1662 images/s
[08/17 21:00:49] ppdet.engine INFO: Epoch: [5] [23200/54024] learning_rate: 0.000100 loss_class: 0.739611 loss_bbox: 0.135774 loss_giou: 0.542841 loss_class_aux: 2.343309 loss_bbox_aux: 0.462701 loss_giou_aux: 1.731966 loss_class_dn: 0.375484 loss_bbox_dn: 0.149404 loss_giou_dn: 0.456734 loss_class_aux_dn: 0.831051 loss_bbox_aux_dn: 0.384020 loss_giou_aux_dn: 1.081887 loss: 9.306277 eta: 29 days, 3:37:10 batch_cost: 0.7314 data_cost: 0.0696 ips: 10.9376 images/s
[08/17 21:02:57] ppdet.engine INFO: Epoch: [5] [23400/54024] learning_rate: 0.000100 loss_class: 0.749317 loss_bbox: 0.138942 loss_giou: 0.579686 loss_class_aux: 2.347460 loss_bbox_aux: 0.468796 loss_giou_aux: 1.880047 loss_class_dn: 0.375429 loss_bbox_dn: 0.147194 loss_giou_dn: 0.478751 loss_class_aux_dn: 0.831591 loss_bbox_aux_dn: 0.376652 loss_giou_aux_dn: 1.136668 loss: 9.638483 eta: 29 days, 3:28:33 batch_cost: 0.6033 data_cost: 0.0323 ips: 13.2604 images/s
[08/17 21:05:19] ppdet.engine INFO: Epoch: [5] [23600/54024] learning_rate: 0.000100 loss_class: 0.769091 loss_bbox: 0.144287 loss_giou: 0.613307 loss_class_aux: 2.443997 loss_bbox_aux: 0.475617 loss_giou_aux: 1.996264 loss_class_dn: 0.395687 loss_bbox_dn: 0.147127 loss_giou_dn: 0.493781 loss_class_aux_dn: 0.884822 loss_bbox_aux_dn: 0.373439 loss_giou_aux_dn: 1.161502 loss: 9.952376 eta: 29 days, 3:24:26 batch_cost: 0.6725 data_cost: 0.0104 ips: 11.8963 images/s
[08/17 21:07:25] ppdet.engine INFO: Epoch: [5] [23800/54024] learning_rate: 0.000100 loss_class: 0.808741 loss_bbox: 0.150113 loss_giou: 0.598969 loss_class_aux: 2.503782 loss_bbox_aux: 0.501679 loss_giou_aux: 1.942566 loss_class_dn: 0.403173 loss_bbox_dn: 0.148496 loss_giou_dn: 0.497965 loss_class_aux_dn: 0.904389 loss_bbox_aux_dn: 0.383509 loss_giou_aux_dn: 1.172544 loss: 10.229827 eta: 29 days, 3:15:15 batch_cost: 0.5939 data_cost: 0.0135 ips: 13.4694 images/s
[08/17 21:09:40] ppdet.engine INFO: Epoch: [5] [24000/54024] learning_rate: 0.000100 loss_class: 0.762830 loss_bbox: 0.140801 loss_giou: 0.589000 loss_class_aux: 2.376116 loss_bbox_aux: 0.470062 loss_giou_aux: 1.871079 loss_class_dn: 0.377468 loss_bbox_dn: 0.149412 loss_giou_dn: 0.466089 loss_class_aux_dn: 0.835084 loss_bbox_aux_dn: 0.381101 loss_giou_aux_dn: 1.115537 loss: 9.608890 eta: 29 days, 3:08:56 batch_cost: 0.6384 data_cost: 0.0117 ips: 12.5322 images/s
[08/17 21:11:53] ppdet.engine INFO: Epoch: [5] [24200/54024] learning_rate: 0.000100 loss_class: 0.785980 loss_bbox: 0.145107 loss_giou: 0.624363 loss_class_aux: 2.455966 loss_bbox_aux: 0.498503 loss_giou_aux: 1.995693 loss_class_dn: 0.395038 loss_bbox_dn: 0.140025 loss_giou_dn: 0.484305 loss_class_aux_dn: 0.881473 loss_bbox_aux_dn: 0.360922 loss_giou_aux_dn: 1.156315 loss: 9.949660 eta: 29 days, 3:02:02 batch_cost: 0.6289 data_cost: 0.0267 ips: 12.7210 images/s
[08/17 21:14:10] ppdet.engine INFO: Epoch: [5] [24400/54024] learning_rate: 0.000100 loss_class: 0.780644 loss_bbox: 0.146893 loss_giou: 0.579461 loss_class_aux: 2.462272 loss_bbox_aux: 0.486912 loss_giou_aux: 1.854235 loss_class_dn: 0.381585 loss_bbox_dn: 0.143587 loss_giou_dn: 0.486514 loss_class_aux_dn: 0.857837 loss_bbox_aux_dn: 0.373645 loss_giou_aux_dn: 1.149363 loss: 9.765920 eta: 29 days, 2:56:19 batch_cost: 0.6473 data_cost: 0.0135 ips: 12.3591 images/s
[08/17 21:16:27] ppdet.engine INFO: Epoch: [5] [24600/54024] learning_rate: 0.000100 loss_class: 0.788516 loss_bbox: 0.143022 loss_giou: 0.585863 loss_class_aux: 2.488139 loss_bbox_aux: 0.489081 loss_giou_aux: 1.878676 loss_class_dn: 0.387161 loss_bbox_dn: 0.145410 loss_giou_dn: 0.487154 loss_class_aux_dn: 0.871208 loss_bbox_aux_dn: 0.379292 loss_giou_aux_dn: 1.152049 loss: 9.899224 eta: 29 days, 2:50:36 batch_cost: 0.6471 data_cost: 0.0309 ips: 12.3627 images/s
[08/17 21:18:39] ppdet.engine INFO: Epoch: [5] [24800/54024] learning_rate: 0.000100 loss_class: 0.780616 loss_bbox: 0.143236 loss_giou: 0.615852 loss_class_aux: 2.439077 loss_bbox_aux: 0.486097 loss_giou_aux: 1.953939 loss_class_dn: 0.402524 loss_bbox_dn: 0.141113 loss_giou_dn: 0.504246 loss_class_aux_dn: 0.884608 loss_bbox_aux_dn: 0.362663 loss_giou_aux_dn: 1.192098 loss: 10.121797 eta: 29 days, 2:43:08 batch_cost: 0.6200 data_cost: 0.0085 ips: 12.9042 images/s
[08/17 21:21:03] ppdet.engine INFO: Epoch: [5] [25000/54024] learning_rate: 0.000100 loss_class: 0.814093 loss_bbox: 0.147712 loss_giou: 0.624842 loss_class_aux: 2.545922 loss_bbox_aux: 0.502672 loss_giou_aux: 1.969339 loss_class_dn: 0.402775 loss_bbox_dn: 0.152238 loss_giou_dn: 0.499316 loss_class_aux_dn: 0.890177 loss_bbox_aux_dn: 0.384579 loss_giou_aux_dn: 1.175841 loss: 10.207539 eta: 29 days, 2:39:47 batch_cost: 0.6838 data_cost: 0.0125 ips: 11.6992 images/s
[08/17 21:23:08] ppdet.engine INFO: Epoch: [5] [25200/54024] learning_rate: 0.000100 loss_class: 0.790549 loss_bbox: 0.143185 loss_giou: 0.586148 loss_class_aux: 2.468739 loss_bbox_aux: 0.483426 loss_giou_aux: 1.878440 loss_class_dn: 0.398378 loss_bbox_dn: 0.148017 loss_giou_dn: 0.476389 loss_class_aux_dn: 0.876100 loss_bbox_aux_dn: 0.376924 loss_giou_aux_dn: 1.117816 loss: 9.774242 eta: 29 days, 2:30:05 batch_cost: 0.5846 data_cost: 0.0450 ips: 13.6855 images/s
[08/17 21:25:16] ppdet.engine INFO: Epoch: [5] [25400/54024] learning_rate: 0.000100 loss_class: 0.747983 loss_bbox: 0.140374 loss_giou: 0.597025 loss_class_aux: 2.349827 loss_bbox_aux: 0.464583 loss_giou_aux: 1.865888 loss_class_dn: 0.383073 loss_bbox_dn: 0.141425 loss_giou_dn: 0.483630 loss_class_aux_dn: 0.854285 loss_bbox_aux_dn: 0.371176 loss_giou_aux_dn: 1.120262 loss: 9.615272 eta: 29 days, 2:21:33 batch_cost: 0.6023 data_cost: 0.0352 ips: 13.2814 images/s
[08/17 21:27:42] ppdet.engine INFO: Epoch: [5] [25600/54024] learning_rate: 0.000100 loss_class: 0.789544 loss_bbox: 0.140474 loss_giou: 0.562141 loss_class_aux: 2.490125 loss_bbox_aux: 0.492309 loss_giou_aux: 1.788207 loss_class_dn: 0.384987 loss_bbox_dn: 0.147768 loss_giou_dn: 0.466305 loss_class_aux_dn: 0.854759 loss_bbox_aux_dn: 0.379619 loss_giou_aux_dn: 1.106464 loss: 9.643630 eta: 29 days, 2:18:54 batch_cost: 0.6947 data_cost: 0.0499 ips: 11.5163 images/s
[08/17 21:30:11] ppdet.engine INFO: Epoch: [5] [25800/54024] learning_rate: 0.000100 loss_class: 0.791534 loss_bbox: 0.146621 loss_giou: 0.574238 loss_class_aux: 2.437490 loss_bbox_aux: 0.491067 loss_giou_aux: 1.823610 loss_class_dn: 0.389594 loss_bbox_dn: 0.150089 loss_giou_dn: 0.477659 loss_class_aux_dn: 0.866036 loss_bbox_aux_dn: 0.382459 loss_giou_aux_dn: 1.128612 loss: 9.792135 eta: 29 days, 2:17:01 batch_cost: 0.7065 data_cost: 0.0970 ips: 11.3233 images/s
[08/17 21:32:27] ppdet.engine INFO: Epoch: [5] [26000/54024] learning_rate: 0.000100 loss_class: 0.747850 loss_bbox: 0.140387 loss_giou: 0.535652 loss_class_aux: 2.316977 loss_bbox_aux: 0.464784 loss_giou_aux: 1.705907 loss_class_dn: 0.369605 loss_bbox_dn: 0.149144 loss_giou_dn: 0.452401 loss_class_aux_dn: 0.821606 loss_bbox_aux_dn: 0.376420 loss_giou_aux_dn: 1.079906 loss: 9.362941 eta: 29 days, 2:10:59 batch_cost: 0.6413 data_cost: 0.0198 ips: 12.4750 images/s
[08/17 21:34:46] ppdet.engine INFO: Epoch: [5] [26200/54024] learning_rate: 0.000100 loss_class: 0.759226 loss_bbox: 0.149790 loss_giou: 0.591416 loss_class_aux: 2.358969 loss_bbox_aux: 0.499309 loss_giou_aux: 1.907177 loss_class_dn: 0.393705 loss_bbox_dn: 0.145969 loss_giou_dn: 0.484756 loss_class_aux_dn: 0.876813 loss_bbox_aux_dn: 0.382624 loss_giou_aux_dn: 1.141365 loss: 10.034504 eta: 29 days, 2:06:01 batch_cost: 0.6581 data_cost: 0.0037 ips: 12.1569 images/s
[08/17 21:37:15] ppdet.engine INFO: Epoch: [5] [26400/54024] learning_rate: 0.000100 loss_class: 0.758000 loss_bbox: 0.139082 loss_giou: 0.571908 loss_class_aux: 2.352545 loss_bbox_aux: 0.453847 loss_giou_aux: 1.844808 loss_class_dn: 0.379753 loss_bbox_dn: 0.140033 loss_giou_dn: 0.469383 loss_class_aux_dn: 0.836674 loss_bbox_aux_dn: 0.362855 loss_giou_aux_dn: 1.109129 loss: 9.568575 eta: 29 days, 2:03:53 batch_cost: 0.7024 data_cost: 0.0201 ips: 11.3901 images/s
[08/17 21:39:35] ppdet.engine INFO: Epoch: [5] [26600/54024] learning_rate: 0.000100 loss_class: 0.749164 loss_bbox: 0.139534 loss_giou: 0.581971 loss_class_aux: 2.362295 loss_bbox_aux: 0.465798 loss_giou_aux: 1.850938 loss_class_dn: 0.379174 loss_bbox_dn: 0.144356 loss_giou_dn: 0.473416 loss_class_aux_dn: 0.848022 loss_bbox_aux_dn: 0.371746 loss_giou_aux_dn: 1.136004 loss: 9.708950 eta: 29 days, 1:59:18 batch_cost: 0.6640 data_cost: 0.0116 ips: 12.0480 images/s
[08/17 21:41:47] ppdet.engine INFO: Epoch: [5] [26800/54024] learning_rate: 0.000100 loss_class: 0.744868 loss_bbox: 0.142268 loss_giou: 0.564223 loss_class_aux: 2.406929 loss_bbox_aux: 0.469064 loss_giou_aux: 1.789137 loss_class_dn: 0.381396 loss_bbox_dn: 0.150633 loss_giou_dn: 0.456057 loss_class_aux_dn: 0.836782 loss_bbox_aux_dn: 0.386997 loss_giou_aux_dn: 1.090171 loss: 9.387946 eta: 29 days, 1:52:12 batch_cost: 0.6240 data_cost: 0.0009 ips: 12.8196 images/s
[08/17 21:44:06] ppdet.engine INFO: Epoch: [5] [27000/54024] learning_rate: 0.000100 loss_class: 0.766256 loss_bbox: 0.143225 loss_giou: 0.610245 loss_class_aux: 2.422953 loss_bbox_aux: 0.468299 loss_giou_aux: 1.953238 loss_class_dn: 0.394959 loss_bbox_dn: 0.144296 loss_giou_dn: 0.488483 loss_class_aux_dn: 0.884662 loss_bbox_aux_dn: 0.373324 loss_giou_aux_dn: 1.165453 loss: 10.140288 eta: 29 days, 1:46:58 batch_cost: 0.6537 data_cost: 0.0125 ips: 12.2388 images/s
[08/17 21:46:21] ppdet.engine INFO: Epoch: [5] [27200/54024] learning_rate: 0.000100 loss_class: 0.766889 loss_bbox: 0.136411 loss_giou: 0.565205 loss_class_aux: 2.397239 loss_bbox_aux: 0.462892 loss_giou_aux: 1.787981 loss_class_dn: 0.373872 loss_bbox_dn: 0.145064 loss_giou_dn: 0.473582 loss_class_aux_dn: 0.847855 loss_bbox_aux_dn: 0.374773 loss_giou_aux_dn: 1.118810 loss: 9.448987 eta: 29 days, 1:40:42 batch_cost: 0.6368 data_cost: 0.0008 ips: 12.5623 images/s
[08/17 21:48:30] ppdet.engine INFO: Epoch: [5] [27400/54024] learning_rate: 0.000100 loss_class: 0.795943 loss_bbox: 0.146075 loss_giou: 0.605401 loss_class_aux: 2.474049 loss_bbox_aux: 0.494149 loss_giou_aux: 1.939700 loss_class_dn: 0.394093 loss_bbox_dn: 0.151259 loss_giou_dn: 0.499223 loss_class_aux_dn: 0.886557 loss_bbox_aux_dn: 0.397747 loss_giou_aux_dn: 1.165140 loss: 10.013887 eta: 29 days, 1:32:42 batch_cost: 0.6094 data_cost: 0.0222 ips: 13.1280 images/s
[08/17 21:50:40] ppdet.engine INFO: Epoch: [5] [27600/54024] learning_rate: 0.000100 loss_class: 0.749012 loss_bbox: 0.141882 loss_giou: 0.571982 loss_class_aux: 2.343020 loss_bbox_aux: 0.476765 loss_giou_aux: 1.842791 loss_class_dn: 0.378618 loss_bbox_dn: 0.145582 loss_giou_dn: 0.468633 loss_class_aux_dn: 0.839723 loss_bbox_aux_dn: 0.369502 loss_giou_aux_dn: 1.105385 loss: 9.547852 eta: 29 days, 1:25:00 batch_cost: 0.6141 data_cost: 0.0008 ips: 13.0274 images/s
[08/17 21:53:04] ppdet.engine INFO: Epoch: [5] [27800/54024] learning_rate: 0.000100 loss_class: 0.763024 loss_bbox: 0.141348 loss_giou: 0.551521 loss_class_aux: 2.399935 loss_bbox_aux: 0.474489 loss_giou_aux: 1.762534 loss_class_dn: 0.373971 loss_bbox_dn: 0.149269 loss_giou_dn: 0.459992 loss_class_aux_dn: 0.841988 loss_bbox_aux_dn: 0.382030 loss_giou_aux_dn: 1.087913 loss: 9.495140 eta: 29 days, 1:21:22 batch_cost: 0.6784 data_cost: 0.0160 ips: 11.7929 images/s
[08/17 21:55:43] ppdet.engine INFO: Epoch: [5] [28000/54024] learning_rate: 0.000100 loss_class: 0.779754 loss_bbox: 0.140894 loss_giou: 0.579953 loss_class_aux: 2.439663 loss_bbox_aux: 0.474858 loss_giou_aux: 1.840305 loss_class_dn: 0.386214 loss_bbox_dn: 0.145461 loss_giou_dn: 0.480983 loss_class_aux_dn: 0.858862 loss_bbox_aux_dn: 0.372446 loss_giou_aux_dn: 1.146187 loss: 9.812893 eta: 29 days, 1:22:47 batch_cost: 0.7584 data_cost: 0.0947 ips: 10.5490 images/s
[08/17 21:57:54] ppdet.engine INFO: Epoch: [5] [28200/54024] learning_rate: 0.000100 loss_class: 0.795551 loss_bbox: 0.140898 loss_giou: 0.568954 loss_class_aux: 2.486181 loss_bbox_aux: 0.472431 loss_giou_aux: 1.827778 loss_class_dn: 0.396639 loss_bbox_dn: 0.145042 loss_giou_dn: 0.481107 loss_class_aux_dn: 0.892640 loss_bbox_aux_dn: 0.368880 loss_giou_aux_dn: 1.132617 loss: 9.974136 eta: 29 days, 1:15:14 batch_cost: 0.6162 data_cost: 0.0540 ips: 12.9836 images/s
[08/17 22:00:19] ppdet.engine INFO: Epoch: [5] [28400/54024] learning_rate: 0.000100 loss_class: 0.769115 loss_bbox: 0.147172 loss_giou: 0.591174 loss_class_aux: 2.365820 loss_bbox_aux: 0.490555 loss_giou_aux: 1.875406 loss_class_dn: 0.384097 loss_bbox_dn: 0.146251 loss_giou_dn: 0.479942 loss_class_aux_dn: 0.859017 loss_bbox_aux_dn: 0.384494 loss_giou_aux_dn: 1.126106 loss: 9.860588 eta: 29 days, 1:12:21 batch_cost: 0.6900 data_cost: 0.0008 ips: 11.5950 images/s
[08/17 22:02:29] ppdet.engine INFO: Epoch: [5] [28600/54024] learning_rate: 0.000100 loss_class: 0.771077 loss_bbox: 0.143253 loss_giou: 0.583935 loss_class_aux: 2.418480 loss_bbox_aux: 0.482145 loss_giou_aux: 1.871339 loss_class_dn: 0.389388 loss_bbox_dn: 0.147812 loss_giou_dn: 0.474690 loss_class_aux_dn: 0.868413 loss_bbox_aux_dn: 0.373490 loss_giou_aux_dn: 1.121717 loss: 9.686156 eta: 29 days, 1:04:33 batch_cost: 0.6117 data_cost: 0.0008 ips: 13.0779 images/s
[08/17 22:04:45] ppdet.engine INFO: Epoch: [5] [28800/54024] learning_rate: 0.000100 loss_class: 0.761412 loss_bbox: 0.142371 loss_giou: 0.571000 loss_class_aux: 2.384188 loss_bbox_aux: 0.486210 loss_giou_aux: 1.838572 loss_class_dn: 0.384224 loss_bbox_dn: 0.147778 loss_giou_dn: 0.467805 loss_class_aux_dn: 0.872445 loss_bbox_aux_dn: 0.376397 loss_giou_aux_dn: 1.136744 loss: 9.585926 eta: 29 days, 0:58:35 batch_cost: 0.6408 data_cost: 0.0169 ips: 12.4845 images/s
[08/17 22:06:58] ppdet.engine INFO: Epoch: [5] [29000/54024] learning_rate: 0.000100 loss_class: 0.774042 loss_bbox: 0.143646 loss_giou: 0.588782 loss_class_aux: 2.429447 loss_bbox_aux: 0.474119 loss_giou_aux: 1.881728 loss_class_dn: 0.382517 loss_bbox_dn: 0.154181 loss_giou_dn: 0.484933 loss_class_aux_dn: 0.853452 loss_bbox_aux_dn: 0.394075 loss_giou_aux_dn: 1.147573 loss: 9.707967 eta: 29 days, 0:51:39 batch_cost: 0.6255 data_cost: 0.0677 ips: 12.7901 images/s
[08/17 22:09:13] ppdet.engine INFO: Epoch: [5] [29200/54024] learning_rate: 0.000100 loss_class: 0.754274 loss_bbox: 0.138261 loss_giou: 0.599144 loss_class_aux: 2.387778 loss_bbox_aux: 0.470725 loss_giou_aux: 1.922079 loss_class_dn: 0.385286 loss_bbox_dn: 0.140519 loss_giou_dn: 0.476792 loss_class_aux_dn: 0.861522 loss_bbox_aux_dn: 0.359243 loss_giou_aux_dn: 1.154738 loss: 9.863514 eta: 29 days, 0:45:25 batch_cost: 0.6363 data_cost: 0.0694 ips: 12.5722 images/s
[08/17 22:11:35] ppdet.engine INFO: Epoch: [5] [29400/54024] learning_rate: 0.000100 loss_class: 0.775514 loss_bbox: 0.135385 loss_giou: 0.584805 loss_class_aux: 2.412269 loss_bbox_aux: 0.457694 loss_giou_aux: 1.859210 loss_class_dn: 0.381081 loss_bbox_dn: 0.143700 loss_giou_dn: 0.468280 loss_class_aux_dn: 0.841323 loss_bbox_aux_dn: 0.371208 loss_giou_aux_dn: 1.109249 loss: 9.415615 eta: 29 days, 0:41:31 batch_cost: 0.6733 data_cost: 0.0158 ips: 11.8813 images/s
[08/17 22:13:47] ppdet.engine INFO: Epoch: [5] [29600/54024] learning_rate: 0.000100 loss_class: 0.752977 loss_bbox: 0.138931 loss_giou: 0.598594 loss_class_aux: 2.351658 loss_bbox_aux: 0.471739 loss_giou_aux: 1.894288 loss_class_dn: 0.376972 loss_bbox_dn: 0.142237 loss_giou_dn: 0.486543 loss_class_aux_dn: 0.831148 loss_bbox_aux_dn: 0.371853 loss_giou_aux_dn: 1.140023 loss: 9.581770 eta: 29 days, 0:34:34 batch_cost: 0.6247 data_cost: 0.0117 ips: 12.8068 images/s
[08/17 22:15:50] ppdet.engine INFO: Epoch: [5] [29800/54024] learning_rate: 0.000100 loss_class: 0.784051 loss_bbox: 0.141353 loss_giou: 0.607781 loss_class_aux: 2.450941 loss_bbox_aux: 0.478551 loss_giou_aux: 1.920574 loss_class_dn: 0.388991 loss_bbox_dn: 0.142671 loss_giou_dn: 0.496697 loss_class_aux_dn: 0.863132 loss_bbox_aux_dn: 0.369822 loss_giou_aux_dn: 1.153808 loss: 9.901754 eta: 29 days, 0:24:34 batch_cost: 0.5753 data_cost: 0.0368 ips: 13.9052 images/s
[08/17 22:18:03] ppdet.engine INFO: Epoch: [5] [30000/54024] learning_rate: 0.000100 loss_class: 0.760658 loss_bbox: 0.135675 loss_giou: 0.576929 loss_class_aux: 2.394977 loss_bbox_aux: 0.456622 loss_giou_aux: 1.839395 loss_class_dn: 0.384942 loss_bbox_dn: 0.141519 loss_giou_dn: 0.463303 loss_class_aux_dn: 0.846475 loss_bbox_aux_dn: 0.368281 loss_giou_aux_dn: 1.111400 loss: 9.633563 eta: 29 days, 0:17:47 batch_cost: 0.6271 data_cost: 0.0326 ips: 12.7577 images/s
[08/17 22:20:25] ppdet.engine INFO: Epoch: [5] [30200/54024] learning_rate: 0.000100 loss_class: 0.765165 loss_bbox: 0.144997 loss_giou: 0.577109 loss_class_aux: 2.422882 loss_bbox_aux: 0.488366 loss_giou_aux: 1.828053 loss_class_dn: 0.391942 loss_bbox_dn: 0.150995 loss_giou_dn: 0.478892 loss_class_aux_dn: 0.870187 loss_bbox_aux_dn: 0.384655 loss_giou_aux_dn: 1.126201 loss: 9.648491 eta: 29 days, 0:13:59 batch_cost: 0.6744 data_cost: 0.0195 ips: 11.8619 images/s
[08/17 22:22:29] ppdet.engine INFO: Epoch: [5] [30400/54024] learning_rate: 0.000100 loss_class: 0.773239 loss_bbox: 0.146522 loss_giou: 0.581741 loss_class_aux: 2.419439 loss_bbox_aux: 0.489209 loss_giou_aux: 1.855518 loss_class_dn: 0.382923 loss_bbox_dn: 0.146192 loss_giou_dn: 0.483846 loss_class_aux_dn: 0.857626 loss_bbox_aux_dn: 0.381029 loss_giou_aux_dn: 1.118068 loss: 9.809541 eta: 29 days, 0:04:31 batch_cost: 0.5835 data_cost: 0.0097 ips: 13.7108 images/s
[08/17 22:24:54] ppdet.engine INFO: Epoch: [5] [30600/54024] learning_rate: 0.000100 loss_class: 0.766551 loss_bbox: 0.145535 loss_giou: 0.604751 loss_class_aux: 2.402016 loss_bbox_aux: 0.479928 loss_giou_aux: 1.906217 loss_class_dn: 0.392370 loss_bbox_dn: 0.146735 loss_giou_dn: 0.494976 loss_class_aux_dn: 0.866512 loss_bbox_aux_dn: 0.372745 loss_giou_aux_dn: 1.174114 loss: 9.811955 eta: 29 days, 0:01:22 batch_cost: 0.6849 data_cost: 0.0036 ips: 11.6800 images/s
[08/17 22:27:14] ppdet.engine INFO: Epoch: [5] [30800/54024] learning_rate: 0.000100 loss_class: 0.796860 loss_bbox: 0.140616 loss_giou: 0.604841 loss_class_aux: 2.480461 loss_bbox_aux: 0.475435 loss_giou_aux: 1.923259 loss_class_dn: 0.389220 loss_bbox_dn: 0.148372 loss_giou_dn: 0.477523 loss_class_aux_dn: 0.865537 loss_bbox_aux_dn: 0.377043 loss_giou_aux_dn: 1.128387 loss: 9.830226 eta: 28 days, 23:56:44 batch_cost: 0.6610 data_cost: 0.0373 ips: 12.1023 images/s
[08/17 22:29:32] ppdet.engine INFO: Epoch: [5] [31000/54024] learning_rate: 0.000100 loss_class: 0.739483 loss_bbox: 0.135572 loss_giou: 0.584961 loss_class_aux: 2.345999 loss_bbox_aux: 0.469111 loss_giou_aux: 1.861127 loss_class_dn: 0.379568 loss_bbox_dn: 0.142402 loss_giou_dn: 0.470036 loss_class_aux_dn: 0.837224 loss_bbox_aux_dn: 0.365017 loss_giou_aux_dn: 1.129312 loss: 9.541078 eta: 28 days, 23:51:40 batch_cost: 0.6538 data_cost: 0.0595 ips: 12.2353 images/s
[08/17 22:31:39] ppdet.engine INFO: Epoch: [5] [31200/54024] learning_rate: 0.000100 loss_class: 0.790489 loss_bbox: 0.141330 loss_giou: 0.599963 loss_class_aux: 2.454727 loss_bbox_aux: 0.480546 loss_giou_aux: 1.920412 loss_class_dn: 0.396250 loss_bbox_dn: 0.142680 loss_giou_dn: 0.494968 loss_class_aux_dn: 0.885201 loss_bbox_aux_dn: 0.372337 loss_giou_aux_dn: 1.157639 loss: 9.965415 eta: 28 days, 23:42:58 batch_cost: 0.5951 data_cost: 0.0016 ips: 13.4428 images/s
[08/17 22:33:47] ppdet.engine INFO: Epoch: [5] [31400/54024] learning_rate: 0.000100 loss_class: 0.775641 loss_bbox: 0.143741 loss_giou: 0.539692 loss_class_aux: 2.452996 loss_bbox_aux: 0.475058 loss_giou_aux: 1.726083 loss_class_dn: 0.393630 loss_bbox_dn: 0.140864 loss_giou_dn: 0.452479 loss_class_aux_dn: 0.870034 loss_bbox_aux_dn: 0.370011 loss_giou_aux_dn: 1.095998 loss: 9.783371 eta: 28 days, 23:34:36 batch_cost: 0.6003 data_cost: 0.0370 ips: 13.3274 images/s
[08/17 22:36:10] ppdet.engine INFO: Epoch: [5] [31600/54024] learning_rate: 0.000100 loss_class: 0.787290 loss_bbox: 0.144715 loss_giou: 0.598989 loss_class_aux: 2.466266 loss_bbox_aux: 0.491288 loss_giou_aux: 1.926039 loss_class_dn: 0.399962 loss_bbox_dn: 0.151510 loss_giou_dn: 0.485685 loss_class_aux_dn: 0.886958 loss_bbox_aux_dn: 0.386623 loss_giou_aux_dn: 1.150828 loss: 10.047675 eta: 28 days, 23:30:57 batch_cost: 0.6764 data_cost: 0.0224 ips: 11.8276 images/s
[08/17 22:38:29] ppdet.engine INFO: Epoch: [5] [31800/54024] learning_rate: 0.000100 loss_class: 0.769373 loss_bbox: 0.144683 loss_giou: 0.593747 loss_class_aux: 2.407563 loss_bbox_aux: 0.474294 loss_giou_aux: 1.878459 loss_class_dn: 0.393630 loss_bbox_dn: 0.148710 loss_giou_dn: 0.488493 loss_class_aux_dn: 0.866997 loss_bbox_aux_dn: 0.371536 loss_giou_aux_dn: 1.151296 loss: 10.006789 eta: 28 days, 23:26:19 batch_cost: 0.6606 data_cost: 0.0024 ips: 12.1106 images/s
[08/17 22:40:40] ppdet.engine INFO: Epoch: [5] [32000/54024] learning_rate: 0.000100 loss_class: 0.783865 loss_bbox: 0.139515 loss_giou: 0.563558 loss_class_aux: 2.450083 loss_bbox_aux: 0.458710 loss_giou_aux: 1.802138 loss_class_dn: 0.387886 loss_bbox_dn: 0.147975 loss_giou_dn: 0.463577 loss_class_aux_dn: 0.863594 loss_bbox_aux_dn: 0.388876 loss_giou_aux_dn: 1.103756 loss: 9.630423 eta: 28 days, 23:18:58 batch_cost: 0.6161 data_cost: 0.0131 ips: 12.9854 images/s
[08/17 22:42:59] ppdet.engine INFO: Epoch: [5] [32200/54024] learning_rate: 0.000100 loss_class: 0.769179 loss_bbox: 0.147820 loss_giou: 0.576121 loss_class_aux: 2.445870 loss_bbox_aux: 0.495870 loss_giou_aux: 1.829060 loss_class_dn: 0.388779 loss_bbox_dn: 0.149110 loss_giou_dn: 0.466013 loss_class_aux_dn: 0.868363 loss_bbox_aux_dn: 0.378862 loss_giou_aux_dn: 1.091587 loss: 9.721531 eta: 28 days, 23:14:10 batch_cost: 0.6576 data_cost: 0.0146 ips: 12.1658 images/s
[08/17 22:45:35] ppdet.engine INFO: Epoch: [5] [32400/54024] learning_rate: 0.000100 loss_class: 0.769710 loss_bbox: 0.140219 loss_giou: 0.596222 loss_class_aux: 2.405427 loss_bbox_aux: 0.466728 loss_giou_aux: 1.913197 loss_class_dn: 0.396398 loss_bbox_dn: 0.135673 loss_giou_dn: 0.488924 loss_class_aux_dn: 0.867495 loss_bbox_aux_dn: 0.348961 loss_giou_aux_dn: 1.154785 loss: 9.959094 eta: 28 days, 23:14:34 batch_cost: 0.7421 data_cost: 0.1253 ips: 10.7802 images/s
[08/17 22:47:59] ppdet.engine INFO: Epoch: [5] [32600/54024] learning_rate: 0.000100 loss_class: 0.772206 loss_bbox: 0.141659 loss_giou: 0.578486 loss_class_aux: 2.403259 loss_bbox_aux: 0.471876 loss_giou_aux: 1.865175 loss_class_dn: 0.389674 loss_bbox_dn: 0.154688 loss_giou_dn: 0.474925 loss_class_aux_dn: 0.868475 loss_bbox_aux_dn: 0.398834 loss_giou_aux_dn: 1.130031 loss: 9.689660 eta: 28 days, 23:11:17 batch_cost: 0.6822 data_cost: 0.0203 ips: 11.7276 images/s
[08/17 22:50:17] ppdet.engine INFO: Epoch: [5] [32800/54024] learning_rate: 0.000100 loss_class: 0.786828 loss_bbox: 0.141216 loss_giou: 0.585471 loss_class_aux: 2.458536 loss_bbox_aux: 0.472633 loss_giou_aux: 1.861387 loss_class_dn: 0.394625 loss_bbox_dn: 0.148307 loss_giou_dn: 0.484914 loss_class_aux_dn: 0.876323 loss_bbox_aux_dn: 0.388591 loss_giou_aux_dn: 1.129578 loss: 9.755656 eta: 28 days, 23:06:15 batch_cost: 0.6535 data_cost: 0.0008 ips: 12.2427 images/s
[08/17 22:52:28] ppdet.engine INFO: Epoch: [5] [33000/54024] learning_rate: 0.000100 loss_class: 0.789663 loss_bbox: 0.141010 loss_giou: 0.588742 loss_class_aux: 2.470091 loss_bbox_aux: 0.486496 loss_giou_aux: 1.867757 loss_class_dn: 0.395786 loss_bbox_dn: 0.144066 loss_giou_dn: 0.483266 loss_class_aux_dn: 0.866387 loss_bbox_aux_dn: 0.373926 loss_giou_aux_dn: 1.149188 loss: 9.890552 eta: 28 days, 22:58:56 batch_cost: 0.6163 data_cost: 0.0008 ips: 12.9801 images/s
[08/17 22:54:32] ppdet.engine INFO: Epoch: [5] [33200/54024] learning_rate: 0.000100 loss_class: 0.777231 loss_bbox: 0.141699 loss_giou: 0.595901 loss_class_aux: 2.441614 loss_bbox_aux: 0.469971 loss_giou_aux: 1.884101 loss_class_dn: 0.398720 loss_bbox_dn: 0.150447 loss_giou_dn: 0.491768 loss_class_aux_dn: 0.880145 loss_bbox_aux_dn: 0.383988 loss_giou_aux_dn: 1.167496 loss: 9.768915 eta: 28 days, 22:49:48 batch_cost: 0.5864 data_cost: 0.0041 ips: 13.6434 images/s
[08/17 22:56:52] ppdet.engine INFO: Epoch: [5] [33400/54024] learning_rate: 0.000100 loss_class: 0.774509 loss_bbox: 0.147272 loss_giou: 0.606006 loss_class_aux: 2.389425 loss_bbox_aux: 0.500053 loss_giou_aux: 1.903430 loss_class_dn: 0.387720 loss_bbox_dn: 0.150339 loss_giou_dn: 0.494238 loss_class_aux_dn: 0.853624 loss_bbox_aux_dn: 0.383514 loss_giou_aux_dn: 1.153739 loss: 9.734392 eta: 28 days, 22:45:10 batch_cost: 0.6598 data_cost: 0.0039 ips: 12.1248 images/s
[08/17 22:59:04] ppdet.engine INFO: Epoch: [5] [33600/54024] learning_rate: 0.000100 loss_class: 0.791983 loss_bbox: 0.144406 loss_giou: 0.640463 loss_class_aux: 2.483961 loss_bbox_aux: 0.492707 loss_giou_aux: 2.034298 loss_class_dn: 0.409818 loss_bbox_dn: 0.151631 loss_giou_dn: 0.517200 loss_class_aux_dn: 0.907095 loss_bbox_aux_dn: 0.389477 loss_giou_aux_dn: 1.223021 loss: 10.382236 eta: 28 days, 22:38:17 batch_cost: 0.6226 data_cost: 0.0652 ips: 12.8486 images/s
[08/17 23:01:04] ppdet.engine INFO: Epoch: [5] [33800/54024] learning_rate: 0.000100 loss_class: 0.739311 loss_bbox: 0.135358 loss_giou: 0.569253 loss_class_aux: 2.287631 loss_bbox_aux: 0.459417 loss_giou_aux: 1.805695 loss_class_dn: 0.372636 loss_bbox_dn: 0.147735 loss_giou_dn: 0.469637 loss_class_aux_dn: 0.825322 loss_bbox_aux_dn: 0.369764 loss_giou_aux_dn: 1.099302 loss: 9.365563 eta: 28 days, 22:27:38 batch_cost: 0.5608 data_cost: 0.0075 ips: 14.2644 images/s
[08/17 23:03:39] ppdet.engine INFO: Epoch: [5] [34000/54024] learning_rate: 0.000100 loss_class: 0.769825 loss_bbox: 0.144902 loss_giou: 0.574267 loss_class_aux: 2.412546 loss_bbox_aux: 0.476550 loss_giou_aux: 1.852502 loss_class_dn: 0.381015 loss_bbox_dn: 0.144038 loss_giou_dn: 0.483055 loss_class_aux_dn: 0.859702 loss_bbox_aux_dn: 0.376698 loss_giou_aux_dn: 1.124415 loss: 9.721514 eta: 28 days, 22:27:45 batch_cost: 0.7373 data_cost: 0.0202 ips: 10.8506 images/s
[08/17 23:06:02] ppdet.engine INFO: Epoch: [5] [34200/54024] learning_rate: 0.000100 loss_class: 0.792711 loss_bbox: 0.145423 loss_giou: 0.567650 loss_class_aux: 2.481145 loss_bbox_aux: 0.482211 loss_giou_aux: 1.821263 loss_class_dn: 0.390024 loss_bbox_dn: 0.152724 loss_giou_dn: 0.475117 loss_class_aux_dn: 0.872611 loss_bbox_aux_dn: 0.397025 loss_giou_aux_dn: 1.143059 loss: 9.922508 eta: 28 days, 22:24:13 batch_cost: 0.6775 data_cost: 0.0192 ips: 11.8075 images/s
[08/17 23:08:24] ppdet.engine INFO: Epoch: [5] [34400/54024] learning_rate: 0.000100 loss_class: 0.768113 loss_bbox: 0.139071 loss_giou: 0.558171 loss_class_aux: 2.347040 loss_bbox_aux: 0.462083 loss_giou_aux: 1.785419 loss_class_dn: 0.385517 loss_bbox_dn: 0.150162 loss_giou_dn: 0.465462 loss_class_aux_dn: 0.847461 loss_bbox_aux_dn: 0.378291 loss_giou_aux_dn: 1.097632 loss: 9.491881 eta: 28 days, 22:20:09 batch_cost: 0.6685 data_cost: 0.0062 ips: 11.9667 images/s
[08/17 23:11:11] ppdet.engine INFO: Epoch: [5] [34600/54024] learning_rate: 0.000100 loss_class: 0.756627 loss_bbox: 0.139444 loss_giou: 0.573332 loss_class_aux: 2.424109 loss_bbox_aux: 0.468056 loss_giou_aux: 1.826875 loss_class_dn: 0.395682 loss_bbox_dn: 0.143246 loss_giou_dn: 0.476443 loss_class_aux_dn: 0.883674 loss_bbox_aux_dn: 0.371333 loss_giou_aux_dn: 1.131521 loss: 10.033301 eta: 28 days, 22:24:11 batch_cost: 0.8019 data_cost: 0.0092 ips: 9.9760 images/s
[08/17 23:13:22] ppdet.engine INFO: Epoch: [5] [34800/54024] learning_rate: 0.000100 loss_class: 0.790082 loss_bbox: 0.151417 loss_giou: 0.577361 loss_class_aux: 2.457986 loss_bbox_aux: 0.506850 loss_giou_aux: 1.831842 loss_class_dn: 0.382784 loss_bbox_dn: 0.153119 loss_giou_dn: 0.467740 loss_class_aux_dn: 0.843317 loss_bbox_aux_dn: 0.384777 loss_giou_aux_dn: 1.108228 loss: 9.861400 eta: 28 days, 22:17:00 batch_cost: 0.6171 data_cost: 0.0151 ips: 12.9645 images/s
[08/17 23:15:44] ppdet.engine INFO: Epoch: [5] [35000/54024] learning_rate: 0.000100 loss_class: 0.749923 loss_bbox: 0.137362 loss_giou: 0.609326 loss_class_aux: 2.345992 loss_bbox_aux: 0.457272 loss_giou_aux: 1.904307 loss_class_dn: 0.380254 loss_bbox_dn: 0.143765 loss_giou_dn: 0.474466 loss_class_aux_dn: 0.860156 loss_bbox_aux_dn: 0.361644 loss_giou_aux_dn: 1.109659 loss: 9.440464 eta: 28 days, 22:12:57 batch_cost: 0.6688 data_cost: 0.0219 ips: 11.9618 images/s
[08/17 23:18:02] ppdet.engine INFO: Epoch: [5] [35200/54024] learning_rate: 0.000100 loss_class: 0.751655 loss_bbox: 0.136328 loss_giou: 0.574629 loss_class_aux: 2.374084 loss_bbox_aux: 0.463747 loss_giou_aux: 1.845911 loss_class_dn: 0.371990 loss_bbox_dn: 0.140417 loss_giou_dn: 0.467930 loss_class_aux_dn: 0.832400 loss_bbox_aux_dn: 0.364950 loss_giou_aux_dn: 1.110302 loss: 9.502283 eta: 28 days, 22:08:00 batch_cost: 0.6540 data_cost: 0.0206 ips: 12.2329 images/s
[08/17 23:20:17] ppdet.engine INFO: Epoch: [5] [35400/54024] learning_rate: 0.000100 loss_class: 0.758677 loss_bbox: 0.141011 loss_giou: 0.540239 loss_class_aux: 2.392547 loss_bbox_aux: 0.465701 loss_giou_aux: 1.708916 loss_class_dn: 0.366855 loss_bbox_dn: 0.147853 loss_giou_dn: 0.448402 loss_class_aux_dn: 0.837264 loss_bbox_aux_dn: 0.378456 loss_giou_aux_dn: 1.060895 loss: 9.379897 eta: 28 days, 22:01:58 batch_cost: 0.6357 data_cost: 0.0181 ips: 12.5839 images/s
[08/17 23:22:51] ppdet.engine INFO: Epoch: [5] [35600/54024] learning_rate: 0.000100 loss_class: 0.773432 loss_bbox: 0.145103 loss_giou: 0.595372 loss_class_aux: 2.436689 loss_bbox_aux: 0.485485 loss_giou_aux: 1.883043 loss_class_dn: 0.394164 loss_bbox_dn: 0.148168 loss_giou_dn: 0.490013 loss_class_aux_dn: 0.866799 loss_bbox_aux_dn: 0.387456 loss_giou_aux_dn: 1.161831 loss: 9.939879 eta: 28 days, 22:01:53 batch_cost: 0.7342 data_cost: 0.0032 ips: 10.8960 images/s
[08/17 23:25:26] ppdet.engine INFO: Epoch: [5] [35800/54024] learning_rate: 0.000100 loss_class: 0.744779 loss_bbox: 0.138607 loss_giou: 0.540599 loss_class_aux: 2.355232 loss_bbox_aux: 0.454890 loss_giou_aux: 1.712992 loss_class_dn: 0.364064 loss_bbox_dn: 0.140606 loss_giou_dn: 0.442836 loss_class_aux_dn: 0.813127 loss_bbox_aux_dn: 0.363607 loss_giou_aux_dn: 1.071550 loss: 9.181710 eta: 28 days, 22:02:01 batch_cost: 0.7379 data_cost: 0.0044 ips: 10.8415 images/s
[08/17 23:27:57] ppdet.engine INFO: Epoch: [5] [36000/54024] learning_rate: 0.000100 loss_class: 0.763844 loss_bbox: 0.132928 loss_giou: 0.577859 loss_class_aux: 2.391557 loss_bbox_aux: 0.452098 loss_giou_aux: 1.835323 loss_class_dn: 0.370155 loss_bbox_dn: 0.139465 loss_giou_dn: 0.467728 loss_class_aux_dn: 0.814086 loss_bbox_aux_dn: 0.366046 loss_giou_aux_dn: 1.117059 loss: 9.456603 eta: 28 days, 22:00:47 batch_cost: 0.7152 data_cost: 0.0008 ips: 11.1853 images/s
[08/17 23:30:29] ppdet.engine INFO: Epoch: [5] [36200/54024] learning_rate: 0.000100 loss_class: 0.770960 loss_bbox: 0.143628 loss_giou: 0.562095 loss_class_aux: 2.391103 loss_bbox_aux: 0.472796 loss_giou_aux: 1.791939 loss_class_dn: 0.376368 loss_bbox_dn: 0.143980 loss_giou_dn: 0.470536 loss_class_aux_dn: 0.826666 loss_bbox_aux_dn: 0.366370 loss_giou_aux_dn: 1.107503 loss: 9.397624 eta: 28 days, 22:00:10 batch_cost: 0.7254 data_cost: 0.0175 ips: 11.0280 images/s
[08/17 23:32:56] ppdet.engine INFO: Epoch: [5] [36400/54024] learning_rate: 0.000100 loss_class: 0.771704 loss_bbox: 0.142167 loss_giou: 0.557791 loss_class_aux: 2.413150 loss_bbox_aux: 0.474977 loss_giou_aux: 1.772311 loss_class_dn: 0.370019 loss_bbox_dn: 0.140014 loss_giou_dn: 0.462283 loss_class_aux_dn: 0.831127 loss_bbox_aux_dn: 0.354401 loss_giou_aux_dn: 1.097669 loss: 9.557578 eta: 28 days, 21:57:45 batch_cost: 0.6957 data_cost: 0.0404 ips: 11.4991 images/s
[08/17 23:35:08] ppdet.engine INFO: Epoch: [5] [36600/54024] learning_rate: 0.000100 loss_class: 0.746473 loss_bbox: 0.136882 loss_giou: 0.562657 loss_class_aux: 2.325831 loss_bbox_aux: 0.456374 loss_giou_aux: 1.794738 loss_class_dn: 0.381679 loss_bbox_dn: 0.146653 loss_giou_dn: 0.460086 loss_class_aux_dn: 0.839844 loss_bbox_aux_dn: 0.369623 loss_giou_aux_dn: 1.086179 loss: 9.432573 eta: 28 days, 21:50:59 batch_cost: 0.6232 data_cost: 0.0131 ips: 12.8363 images/s
[08/17 23:37:29] ppdet.engine INFO: Epoch: [5] [36800/54024] learning_rate: 0.000100 loss_class: 0.750661 loss_bbox: 0.140153 loss_giou: 0.575802 loss_class_aux: 2.358746 loss_bbox_aux: 0.465955 loss_giou_aux: 1.824525 loss_class_dn: 0.369525 loss_bbox_dn: 0.140916 loss_giou_dn: 0.469354 loss_class_aux_dn: 0.825225 loss_bbox_aux_dn: 0.377189 loss_giou_aux_dn: 1.117217 loss: 9.287159 eta: 28 days, 21:46:58 batch_cost: 0.6692 data_cost: 0.0198 ips: 11.9551 images/s
[08/17 23:39:40] ppdet.engine INFO: Epoch: [5] [37000/54024] learning_rate: 0.000100 loss_class: 0.772644 loss_bbox: 0.145063 loss_giou: 0.539724 loss_class_aux: 2.408809 loss_bbox_aux: 0.486421 loss_giou_aux: 1.730361 loss_class_dn: 0.381816 loss_bbox_dn: 0.147321 loss_giou_dn: 0.451787 loss_class_aux_dn: 0.859056 loss_bbox_aux_dn: 0.384796 loss_giou_aux_dn: 1.088068 loss: 9.758211 eta: 28 days, 21:39:50 batch_cost: 0.6167 data_cost: 0.0208 ips: 12.9723 images/s
[08/17 23:41:50] ppdet.engine INFO: Epoch: [5] [37200/54024] learning_rate: 0.000100 loss_class: 0.738381 loss_bbox: 0.136702 loss_giou: 0.550295 loss_class_aux: 2.294283 loss_bbox_aux: 0.456964 loss_giou_aux: 1.787947 loss_class_dn: 0.369799 loss_bbox_dn: 0.145462 loss_giou_dn: 0.452655 loss_class_aux_dn: 0.821486 loss_bbox_aux_dn: 0.369330 loss_giou_aux_dn: 1.078126 loss: 9.335046 eta: 28 days, 21:32:18 batch_cost: 0.6101 data_cost: 0.0251 ips: 13.1131 images/s
[08/17 23:44:13] ppdet.engine INFO: Epoch: [5] [37400/54024] learning_rate: 0.000100 loss_class: 0.764382 loss_bbox: 0.142146 loss_giou: 0.574488 loss_class_aux: 2.404957 loss_bbox_aux: 0.474381 loss_giou_aux: 1.835737 loss_class_dn: 0.378516 loss_bbox_dn: 0.146868 loss_giou_dn: 0.469617 loss_class_aux_dn: 0.849098 loss_bbox_aux_dn: 0.367814 loss_giou_aux_dn: 1.104999 loss: 9.598281 eta: 28 days, 21:28:43 batch_cost: 0.6761 data_cost: 0.0288 ips: 11.8326 images/s
[08/17 23:46:28] ppdet.engine INFO: Epoch: [5] [37600/54024] learning_rate: 0.000100 loss_class: 0.774971 loss_bbox: 0.143677 loss_giou: 0.585956 loss_class_aux: 2.408228 loss_bbox_aux: 0.485233 loss_giou_aux: 1.895691 loss_class_dn: 0.384896 loss_bbox_dn: 0.140731 loss_giou_dn: 0.472517 loss_class_aux_dn: 0.848487 loss_bbox_aux_dn: 0.358387 loss_giou_aux_dn: 1.112287 loss: 9.817753 eta: 28 days, 21:23:04 batch_cost: 0.6413 data_cost: 0.0008 ips: 12.4747 images/s
[08/17 23:48:44] ppdet.engine INFO: Epoch: [5] [37800/54024] learning_rate: 0.000100 loss_class: 0.807128 loss_bbox: 0.141214 loss_giou: 0.590650 loss_class_aux: 2.494728 loss_bbox_aux: 0.471384 loss_giou_aux: 1.895837 loss_class_dn: 0.391455 loss_bbox_dn: 0.151591 loss_giou_dn: 0.479511 loss_class_aux_dn: 0.878208 loss_bbox_aux_dn: 0.383705 loss_giou_aux_dn: 1.147299 loss: 9.797914 eta: 28 days, 21:17:28 batch_cost: 0.6418 data_cost: 0.0009 ips: 12.4649 images/s
[08/17 23:50:59] ppdet.engine INFO: Epoch: [5] [38000/54024] learning_rate: 0.000100 loss_class: 0.769967 loss_bbox: 0.143728 loss_giou: 0.535276 loss_class_aux: 2.399026 loss_bbox_aux: 0.481790 loss_giou_aux: 1.703912 loss_class_dn: 0.372043 loss_bbox_dn: 0.155316 loss_giou_dn: 0.457860 loss_class_aux_dn: 0.833699 loss_bbox_aux_dn: 0.399364 loss_giou_aux_dn: 1.089275 loss: 9.308368 eta: 28 days, 21:11:18 batch_cost: 0.6324 data_cost: 0.0008 ips: 12.6510 images/s
[08/17 23:53:12] ppdet.engine INFO: Epoch: [5] [38200/54024] learning_rate: 0.000100 loss_class: 0.794010 loss_bbox: 0.149085 loss_giou: 0.608044 loss_class_aux: 2.494901 loss_bbox_aux: 0.502966 loss_giou_aux: 1.992649 loss_class_dn: 0.399924 loss_bbox_dn: 0.149992 loss_giou_dn: 0.499814 loss_class_aux_dn: 0.883466 loss_bbox_aux_dn: 0.385091 loss_giou_aux_dn: 1.184691 loss: 10.059247 eta: 28 days, 21:04:43 batch_cost: 0.6254 data_cost: 0.0823 ips: 12.7910 images/s
[08/17 23:55:20] ppdet.engine INFO: Epoch: [5] [38400/54024] learning_rate: 0.000100 loss_class: 0.742830 loss_bbox: 0.136010 loss_giou: 0.571778 loss_class_aux: 2.321206 loss_bbox_aux: 0.458862 loss_giou_aux: 1.829590 loss_class_dn: 0.372017 loss_bbox_dn: 0.142862 loss_giou_dn: 0.478907 loss_class_aux_dn: 0.831449 loss_bbox_aux_dn: 0.369589 loss_giou_aux_dn: 1.130791 loss: 9.595595 eta: 28 days, 20:56:45 batch_cost: 0.6019 data_cost: 0.0167 ips: 13.2922 images/s
[08/17 23:57:29] ppdet.engine INFO: Epoch: [5] [38600/54024] learning_rate: 0.000100 loss_class: 0.790752 loss_bbox: 0.148002 loss_giou: 0.588351 loss_class_aux: 2.447866 loss_bbox_aux: 0.500122 loss_giou_aux: 1.879369 loss_class_dn: 0.384391 loss_bbox_dn: 0.150668 loss_giou_dn: 0.489370 loss_class_aux_dn: 0.870986 loss_bbox_aux_dn: 0.382474 loss_giou_aux_dn: 1.159202 loss: 9.908178 eta: 28 days, 20:49:19 batch_cost: 0.6105 data_cost: 0.0522 ips: 13.1033 images/s
[08/17 23:59:57] ppdet.engine INFO: Epoch: [5] [38800/54024] learning_rate: 0.000100 loss_class: 0.769459 loss_bbox: 0.137621 loss_giou: 0.564248 loss_class_aux: 2.389751 loss_bbox_aux: 0.454536 loss_giou_aux: 1.800207 loss_class_dn: 0.383199 loss_bbox_dn: 0.144617 loss_giou_dn: 0.469165 loss_class_aux_dn: 0.854811 loss_bbox_aux_dn: 0.375420 loss_giou_aux_dn: 1.108856 loss: 9.635488 eta: 28 days, 20:47:15 batch_cost: 0.7010 data_cost: 0.0921 ips: 11.4120 images/s
[08/18 00:02:03] ppdet.engine INFO: Epoch: [5] [39000/54024] learning_rate: 0.000100 loss_class: 0.773642 loss_bbox: 0.147920 loss_giou: 0.607433 loss_class_aux: 2.398163 loss_bbox_aux: 0.499603 loss_giou_aux: 1.922751 loss_class_dn: 0.391730 loss_bbox_dn: 0.144968 loss_giou_dn: 0.485715 loss_class_aux_dn: 0.873026 loss_bbox_aux_dn: 0.372040 loss_giou_aux_dn: 1.145509 loss: 9.873147 eta: 28 days, 20:38:36 batch_cost: 0.5897 data_cost: 0.0128 ips: 13.5674 images/s
[08/18 00:04:13] ppdet.engine INFO: Epoch: [5] [39200/54024] learning_rate: 0.000100 loss_class: 0.755016 loss_bbox: 0.149442 loss_giou: 0.563450 loss_class_aux: 2.397749 loss_bbox_aux: 0.492702 loss_giou_aux: 1.777602 loss_class_dn: 0.379204 loss_bbox_dn: 0.148733 loss_giou_dn: 0.474887 loss_class_aux_dn: 0.852833 loss_bbox_aux_dn: 0.384324 loss_giou_aux_dn: 1.122912 loss: 9.800678 eta: 28 days, 20:31:24 batch_cost: 0.6142 data_cost: 0.0189 ips: 13.0257 images/s
[08/18 00:06:24] ppdet.engine INFO: Epoch: [5] [39400/54024] learning_rate: 0.000100 loss_class: 0.769364 loss_bbox: 0.138482 loss_giou: 0.573266 loss_class_aux: 2.406456 loss_bbox_aux: 0.464140 loss_giou_aux: 1.814961 loss_class_dn: 0.392192 loss_bbox_dn: 0.142804 loss_giou_dn: 0.476748 loss_class_aux_dn: 0.864636 loss_bbox_aux_dn: 0.371969 loss_giou_aux_dn: 1.126432 loss: 9.767519 eta: 28 days, 20:24:29 batch_cost: 0.6189 data_cost: 0.0353 ips: 12.9268 images/s
[08/18 00:09:03] ppdet.engine INFO: Epoch: [5] [39600/54024] learning_rate: 0.000100 loss_class: 0.756536 loss_bbox: 0.138819 loss_giou: 0.569536 loss_class_aux: 2.334672 loss_bbox_aux: 0.463711 loss_giou_aux: 1.833610 loss_class_dn: 0.377143 loss_bbox_dn: 0.141333 loss_giou_dn: 0.466010 loss_class_aux_dn: 0.845565 loss_bbox_aux_dn: 0.370663 loss_giou_aux_dn: 1.099457 loss: 9.729110 eta: 28 days, 20:25:48 batch_cost: 0.7577 data_cost: 0.0008 ips: 10.5589 images/s
[08/18 00:11:12] ppdet.engine INFO: Epoch: [5] [39800/54024] learning_rate: 0.000100 loss_class: 0.783264 loss_bbox: 0.140836 loss_giou: 0.585577 loss_class_aux: 2.459716 loss_bbox_aux: 0.474213 loss_giou_aux: 1.878749 loss_class_dn: 0.383877 loss_bbox_dn: 0.153076 loss_giou_dn: 0.478847 loss_class_aux_dn: 0.853636 loss_bbox_aux_dn: 0.392827 loss_giou_aux_dn: 1.141524 loss: 9.813781 eta: 28 days, 20:18:05 batch_cost: 0.6049 data_cost: 0.0169 ips: 13.2253 images/s
[08/18 00:13:38] ppdet.engine INFO: Epoch: [5] [40000/54024] learning_rate: 0.000100 loss_class: 0.748028 loss_bbox: 0.135749 loss_giou: 0.554446 loss_class_aux: 2.332001 loss_bbox_aux: 0.466151 loss_giou_aux: 1.755281 loss_class_dn: 0.386771 loss_bbox_dn: 0.145186 loss_giou_dn: 0.458768 loss_class_aux_dn: 0.859922 loss_bbox_aux_dn: 0.369202 loss_giou_aux_dn: 1.103822 loss: 9.616374 eta: 28 days, 20:15:33 batch_cost: 0.6927 data_cost: 0.0166 ips: 11.5488 images/s
[08/18 00:15:53] ppdet.engine INFO: Epoch: [5] [40200/54024] learning_rate: 0.000100 loss_class: 0.770821 loss_bbox: 0.136423 loss_giou: 0.580263 loss_class_aux: 2.435477 loss_bbox_aux: 0.456896 loss_giou_aux: 1.869617 loss_class_dn: 0.374110 loss_bbox_dn: 0.141585 loss_giou_dn: 0.467986 loss_class_aux_dn: 0.838039 loss_bbox_aux_dn: 0.370809 loss_giou_aux_dn: 1.109831 loss: 9.516175 eta: 28 days, 20:09:50 batch_cost: 0.6386 data_cost: 0.0334 ips: 12.5277 images/s
[08/18 00:18:14] ppdet.engine INFO: Epoch: [5] [40400/54024] learning_rate: 0.000100 loss_class: 0.769452 loss_bbox: 0.137550 loss_giou: 0.561834 loss_class_aux: 2.405625 loss_bbox_aux: 0.467406 loss_giou_aux: 1.794111 loss_class_dn: 0.385199 loss_bbox_dn: 0.143890 loss_giou_dn: 0.481002 loss_class_aux_dn: 0.850713 loss_bbox_aux_dn: 0.373133 loss_giou_aux_dn: 1.133088 loss: 9.821273 eta: 28 days, 20:05:46 batch_cost: 0.6665 data_cost: 0.0175 ips: 12.0026 images/s
[08/18 00:20:32] ppdet.engine INFO: Epoch: [5] [40600/54024] learning_rate: 0.000100 loss_class: 0.791184 loss_bbox: 0.148538 loss_giou: 0.633291 loss_class_aux: 2.454591 loss_bbox_aux: 0.493507 loss_giou_aux: 2.018271 loss_class_dn: 0.403348 loss_bbox_dn: 0.151490 loss_giou_dn: 0.494065 loss_class_aux_dn: 0.886566 loss_bbox_aux_dn: 0.396970 loss_giou_aux_dn: 1.163527 loss: 10.312823 eta: 28 days, 20:00:53 batch_cost: 0.6525 data_cost: 0.0318 ips: 12.2611 images/s
[08/18 00:22:36] ppdet.engine INFO: Epoch: [5] [40800/54024] learning_rate: 0.000100 loss_class: 0.774740 loss_bbox: 0.135244 loss_giou: 0.564715 loss_class_aux: 2.417830 loss_bbox_aux: 0.443029 loss_giou_aux: 1.795303 loss_class_dn: 0.384681 loss_bbox_dn: 0.139502 loss_giou_dn: 0.474048 loss_class_aux_dn: 0.851376 loss_bbox_aux_dn: 0.357900 loss_giou_aux_dn: 1.123435 loss: 9.686448 eta: 28 days, 19:51:46 batch_cost: 0.5805 data_cost: 0.0043 ips: 13.7809 images/s
[08/18 00:24:49] ppdet.engine INFO: Epoch: [5] [41000/54024] learning_rate: 0.000100 loss_class: 0.779367 loss_bbox: 0.144653 loss_giou: 0.576607 loss_class_aux: 2.460978 loss_bbox_aux: 0.488513 loss_giou_aux: 1.822149 loss_class_dn: 0.392319 loss_bbox_dn: 0.146177 loss_giou_dn: 0.462516 loss_class_aux_dn: 0.875232 loss_bbox_aux_dn: 0.372879 loss_giou_aux_dn: 1.098518 loss: 9.779009 eta: 28 days, 19:45:16 batch_cost: 0.6248 data_cost: 0.0094 ips: 12.8037 images/s
[08/18 00:27:11] ppdet.engine INFO: Epoch: [5] [41200/54024] learning_rate: 0.000100 loss_class: 0.763509 loss_bbox: 0.143157 loss_giou: 0.547815 loss_class_aux: 2.412762 loss_bbox_aux: 0.474900 loss_giou_aux: 1.743409 loss_class_dn: 0.378854 loss_bbox_dn: 0.148511 loss_giou_dn: 0.454769 loss_class_aux_dn: 0.847058 loss_bbox_aux_dn: 0.384485 loss_giou_aux_dn: 1.081484 loss: 9.652614 eta: 28 days, 19:41:42 batch_cost: 0.6747 data_cost: 0.0839 ips: 11.8571 images/s
[08/18 00:29:37] ppdet.engine INFO: Epoch: [5] [41400/54024] learning_rate: 0.000100 loss_class: 0.769080 loss_bbox: 0.144495 loss_giou: 0.588670 loss_class_aux: 2.433711 loss_bbox_aux: 0.491285 loss_giou_aux: 1.871801 loss_class_dn: 0.390998 loss_bbox_dn: 0.149253 loss_giou_dn: 0.475163 loss_class_aux_dn: 0.871767 loss_bbox_aux_dn: 0.377432 loss_giou_aux_dn: 1.138083 loss: 9.857141 eta: 28 days, 19:39:22 batch_cost: 0.6958 data_cost: 0.0144 ips: 11.4979 images/s
[08/18 00:32:04] ppdet.engine INFO: Epoch: [5] [41600/54024] learning_rate: 0.000100 loss_class: 0.767197 loss_bbox: 0.141585 loss_giou: 0.590862 loss_class_aux: 2.389689 loss_bbox_aux: 0.482266 loss_giou_aux: 1.868369 loss_class_dn: 0.395666 loss_bbox_dn: 0.146020 loss_giou_dn: 0.484542 loss_class_aux_dn: 0.870893 loss_bbox_aux_dn: 0.368974 loss_giou_aux_dn: 1.167937 loss: 9.852948 eta: 28 days, 19:37:12 batch_cost: 0.6983 data_cost: 0.0612 ips: 11.4558 images/s
[08/18 00:34:27] ppdet.engine INFO: Epoch: [5] [41800/54024] learning_rate: 0.000100 loss_class: 0.781039 loss_bbox: 0.137379 loss_giou: 0.537946 loss_class_aux: 2.442842 loss_bbox_aux: 0.469882 loss_giou_aux: 1.724298 loss_class_dn: 0.371799 loss_bbox_dn: 0.146505 loss_giou_dn: 0.450537 loss_class_aux_dn: 0.840850 loss_bbox_aux_dn: 0.384451 loss_giou_aux_dn: 1.066316 loss: 9.484697 eta: 28 days, 19:33:30 batch_cost: 0.6723 data_cost: 0.0163 ips: 11.8992 images/s
[08/18 00:36:27] ppdet.engine INFO: Epoch: [5] [42000/54024] learning_rate: 0.000100 loss_class: 0.764428 loss_bbox: 0.135173 loss_giou: 0.531134 loss_class_aux: 2.395941 loss_bbox_aux: 0.462264 loss_giou_aux: 1.682442 loss_class_dn: 0.379941 loss_bbox_dn: 0.149634 loss_giou_dn: 0.446516 loss_class_aux_dn: 0.841593 loss_bbox_aux_dn: 0.387468 loss_giou_aux_dn: 1.059611 loss: 9.364013 eta: 28 days, 19:23:23 batch_cost: 0.5623 data_cost: 0.0138 ips: 14.2262 images/s
[08/18 00:39:12] ppdet.engine INFO: Epoch: [5] [42200/54024] learning_rate: 0.000100 loss_class: 0.769049 loss_bbox: 0.142754 loss_giou: 0.597872 loss_class_aux: 2.409836 loss_bbox_aux: 0.475675 loss_giou_aux: 1.903045 loss_class_dn: 0.394245 loss_bbox_dn: 0.135885 loss_giou_dn: 0.481255 loss_class_aux_dn: 0.863209 loss_bbox_aux_dn: 0.363957 loss_giou_aux_dn: 1.144986 loss: 9.846904 eta: 28 days, 19:26:20 batch_cost: 0.7861 data_cost: 0.0471 ips: 10.1765 images/s
[08/18 00:41:25] ppdet.engine INFO: Epoch: [5] [42400/54024] learning_rate: 0.000100 loss_class: 0.808011 loss_bbox: 0.142687 loss_giou: 0.578875 loss_class_aux: 2.509225 loss_bbox_aux: 0.476955 loss_giou_aux: 1.835780 loss_class_dn: 0.393153 loss_bbox_dn: 0.147503 loss_giou_dn: 0.476670 loss_class_aux_dn: 0.871959 loss_bbox_aux_dn: 0.378231 loss_giou_aux_dn: 1.138595 loss: 9.867804 eta: 28 days, 19:20:04 batch_cost: 0.6281 data_cost: 0.0034 ips: 12.7368 images/s
[08/18 00:43:49] ppdet.engine INFO: Epoch: [5] [42600/54024] learning_rate: 0.000100 loss_class: 0.785917 loss_bbox: 0.140194 loss_giou: 0.551478 loss_class_aux: 2.424345 loss_bbox_aux: 0.473417 loss_giou_aux: 1.758555 loss_class_dn: 0.375195 loss_bbox_dn: 0.149771 loss_giou_dn: 0.461521 loss_class_aux_dn: 0.833626 loss_bbox_aux_dn: 0.391932 loss_giou_aux_dn: 1.095997 loss: 9.736928 eta: 28 days, 19:17:02 batch_cost: 0.6833 data_cost: 0.0229 ips: 11.7081 images/s
[08/18 00:46:11] ppdet.engine INFO: Epoch: [5] [42800/54024] learning_rate: 0.000100 loss_class: 0.762468 loss_bbox: 0.139804 loss_giou: 0.558417 loss_class_aux: 2.347762 loss_bbox_aux: 0.465904 loss_giou_aux: 1.790997 loss_class_dn: 0.371891 loss_bbox_dn: 0.145953 loss_giou_dn: 0.458296 loss_class_aux_dn: 0.828241 loss_bbox_aux_dn: 0.370619 loss_giou_aux_dn: 1.088888 loss: 9.290869 eta: 28 days, 19:13:26 batch_cost: 0.6738 data_cost: 0.0120 ips: 11.8738 images/s
[08/18 00:48:27] ppdet.engine INFO: Epoch: [5] [43000/54024] learning_rate: 0.000100 loss_class: 0.791783 loss_bbox: 0.149139 loss_giou: 0.588091 loss_class_aux: 2.449207 loss_bbox_aux: 0.492733 loss_giou_aux: 1.868139 loss_class_dn: 0.391700 loss_bbox_dn: 0.150342 loss_giou_dn: 0.477807 loss_class_aux_dn: 0.877160 loss_bbox_aux_dn: 0.379257 loss_giou_aux_dn: 1.137365 loss: 9.728922 eta: 28 days, 19:07:50 batch_cost: 0.6393 data_cost: 0.0418 ips: 12.5130 images/s
[08/18 00:50:48] ppdet.engine INFO: Epoch: [5] [43200/54024] learning_rate: 0.000100 loss_class: 0.776136 loss_bbox: 0.142262 loss_giou: 0.594040 loss_class_aux: 2.460652 loss_bbox_aux: 0.483444 loss_giou_aux: 1.897910 loss_class_dn: 0.383480 loss_bbox_dn: 0.150803 loss_giou_dn: 0.492994 loss_class_aux_dn: 0.857820 loss_bbox_aux_dn: 0.394967 loss_giou_aux_dn: 1.136478 loss: 9.759393 eta: 28 days, 19:03:52 batch_cost: 0.6672 data_cost: 0.0141 ips: 11.9907 images/s
[08/18 00:53:03] ppdet.engine INFO: Epoch: [5] [43400/54024] learning_rate: 0.000100 loss_class: 0.781623 loss_bbox: 0.142590 loss_giou: 0.606366 loss_class_aux: 2.459373 loss_bbox_aux: 0.465899 loss_giou_aux: 1.954286 loss_class_dn: 0.398973 loss_bbox_dn: 0.143710 loss_giou_dn: 0.496466 loss_class_aux_dn: 0.884677 loss_bbox_aux_dn: 0.357480 loss_giou_aux_dn: 1.176616 loss: 10.108323 eta: 28 days, 18:58:07 batch_cost: 0.6365 data_cost: 0.0557 ips: 12.5687 images/s
[08/18 00:55:15] ppdet.engine INFO: Epoch: [5] [43600/54024] learning_rate: 0.000100 loss_class: 0.780006 loss_bbox: 0.134077 loss_giou: 0.578092 loss_class_aux: 2.398471 loss_bbox_aux: 0.461757 loss_giou_aux: 1.843206 loss_class_dn: 0.383594 loss_bbox_dn: 0.145540 loss_giou_dn: 0.479371 loss_class_aux_dn: 0.855608 loss_bbox_aux_dn: 0.374513 loss_giou_aux_dn: 1.147579 loss: 9.832450 eta: 28 days, 18:51:33 batch_cost: 0.6224 data_cost: 0.0103 ips: 12.8534 images/s
[08/18 00:57:19] ppdet.engine INFO: Epoch: [5] [43800/54024] learning_rate: 0.000100 loss_class: 0.788301 loss_bbox: 0.144849 loss_giou: 0.570859 loss_class_aux: 2.452753 loss_bbox_aux: 0.489405 loss_giou_aux: 1.807353 loss_class_dn: 0.378723 loss_bbox_dn: 0.143447 loss_giou_dn: 0.462513 loss_class_aux_dn: 0.850136 loss_bbox_aux_dn: 0.372587 loss_giou_aux_dn: 1.098958 loss: 9.596550 eta: 28 days, 18:42:40 batch_cost: 0.5822 data_cost: 0.0151 ips: 13.7417 images/s
[08/18 00:59:30] ppdet.engine INFO: Epoch: [5] [44000/54024] learning_rate: 0.000100 loss_class: 0.750279 loss_bbox: 0.135542 loss_giou: 0.573603 loss_class_aux: 2.401591 loss_bbox_aux: 0.463139 loss_giou_aux: 1.816944 loss_class_dn: 0.377360 loss_bbox_dn: 0.146647 loss_giou_dn: 0.468239 loss_class_aux_dn: 0.848945 loss_bbox_aux_dn: 0.378175 loss_giou_aux_dn: 1.121148 loss: 9.541534 eta: 28 days, 18:35:53 batch_cost: 0.6180 data_cost: 0.0172 ips: 12.9453 images/s
[08/18 01:01:50] ppdet.engine INFO: Epoch: [5] [44200/54024] learning_rate: 0.000100 loss_class: 0.770226 loss_bbox: 0.139329 loss_giou: 0.573867 loss_class_aux: 2.452253 loss_bbox_aux: 0.461100 loss_giou_aux: 1.822921 loss_class_dn: 0.390373 loss_bbox_dn: 0.136434 loss_giou_dn: 0.467018 loss_class_aux_dn: 0.866212 loss_bbox_aux_dn: 0.355952 loss_giou_aux_dn: 1.116496 loss: 9.599100 eta: 28 days, 18:31:38 batch_cost: 0.6620 data_cost: 0.0230 ips: 12.0839 images/s
[08/18 01:04:01] ppdet.engine INFO: Epoch: [5] [44400/54024] learning_rate: 0.000100 loss_class: 0.786824 loss_bbox: 0.140924 loss_giou: 0.581322 loss_class_aux: 2.456823 loss_bbox_aux: 0.471209 loss_giou_aux: 1.854431 loss_class_dn: 0.399889 loss_bbox_dn: 0.141644 loss_giou_dn: 0.474348 loss_class_aux_dn: 0.897142 loss_bbox_aux_dn: 0.374791 loss_giou_aux_dn: 1.121014 loss: 9.966765 eta: 28 days, 18:24:54 batch_cost: 0.6186 data_cost: 0.0098 ips: 12.9329 images/s
[08/18 01:06:09] ppdet.engine INFO: Epoch: [5] [44600/54024] learning_rate: 0.000100 loss_class: 0.765735 loss_bbox: 0.141671 loss_giou: 0.580847 loss_class_aux: 2.389986 loss_bbox_aux: 0.464666 loss_giou_aux: 1.808952 loss_class_dn: 0.380144 loss_bbox_dn: 0.142462 loss_giou_dn: 0.468951 loss_class_aux_dn: 0.842364 loss_bbox_aux_dn: 0.373674 loss_giou_aux_dn: 1.113006 loss: 9.731065 eta: 28 days, 18:17:14 batch_cost: 0.6025 data_cost: 0.0317 ips: 13.2770 images/s
[08/18 01:08:28] ppdet.engine INFO: Epoch: [5] [44800/54024] learning_rate: 0.000100 loss_class: 0.769576 loss_bbox: 0.137509 loss_giou: 0.562998 loss_class_aux: 2.389308 loss_bbox_aux: 0.461250 loss_giou_aux: 1.807189 loss_class_dn: 0.386509 loss_bbox_dn: 0.142299 loss_giou_dn: 0.468599 loss_class_aux_dn: 0.844807 loss_bbox_aux_dn: 0.362054 loss_giou_aux_dn: 1.110356 loss: 9.655816 eta: 28 days, 18:12:32 batch_cost: 0.6537 data_cost: 0.0511 ips: 12.2371 images/s
[08/18 01:10:41] ppdet.engine INFO: Epoch: [5] [45000/54024] learning_rate: 0.000100 loss_class: 0.780914 loss_bbox: 0.143184 loss_giou: 0.634765 loss_class_aux: 2.433112 loss_bbox_aux: 0.489488 loss_giou_aux: 2.040152 loss_class_dn: 0.402833 loss_bbox_dn: 0.147564 loss_giou_dn: 0.508157 loss_class_aux_dn: 0.895231 loss_bbox_aux_dn: 0.371343 loss_giou_aux_dn: 1.198721 loss: 10.122475 eta: 28 days, 18:06:30 batch_cost: 0.6305 data_cost: 0.0015 ips: 12.6874 images/s
[08/18 01:12:59] ppdet.engine INFO: Epoch: [5] [45200/54024] learning_rate: 0.000100 loss_class: 0.775751 loss_bbox: 0.135600 loss_giou: 0.531683 loss_class_aux: 2.458123 loss_bbox_aux: 0.465777 loss_giou_aux: 1.734001 loss_class_dn: 0.384314 loss_bbox_dn: 0.148914 loss_giou_dn: 0.451880 loss_class_aux_dn: 0.859017 loss_bbox_aux_dn: 0.379801 loss_giou_aux_dn: 1.067883 loss: 9.574196 eta: 28 days, 18:01:43 batch_cost: 0.6521 data_cost: 0.0411 ips: 12.2688 images/s
[08/18 01:15:23] ppdet.engine INFO: Epoch: [5] [45400/54024] learning_rate: 0.000100 loss_class: 0.752378 loss_bbox: 0.136323 loss_giou: 0.569891 loss_class_aux: 2.346075 loss_bbox_aux: 0.457949 loss_giou_aux: 1.819594 loss_class_dn: 0.380185 loss_bbox_dn: 0.139514 loss_giou_dn: 0.464920 loss_class_aux_dn: 0.841463 loss_bbox_aux_dn: 0.357738 loss_giou_aux_dn: 1.094909 loss: 9.518088 eta: 28 days, 17:58:32 batch_cost: 0.6799 data_cost: 0.0167 ips: 11.7671 images/s
[08/18 01:17:45] ppdet.engine INFO: Epoch: [5] [45600/54024] learning_rate: 0.000100 loss_class: 0.785502 loss_bbox: 0.141342 loss_giou: 0.595007 loss_class_aux: 2.424387 loss_bbox_aux: 0.467563 loss_giou_aux: 1.912560 loss_class_dn: 0.383439 loss_bbox_dn: 0.144617 loss_giou_dn: 0.497130 loss_class_aux_dn: 0.845545 loss_bbox_aux_dn: 0.395776 loss_giou_aux_dn: 1.153678 loss: 9.786226 eta: 28 days, 17:55:04 batch_cost: 0.6748 data_cost: 0.0399 ips: 11.8558 images/s
[08/18 01:20:01] ppdet.engine INFO: Epoch: [5] [45800/54024] learning_rate: 0.000100 loss_class: 0.784298 loss_bbox: 0.139359 loss_giou: 0.578419 loss_class_aux: 2.449771 loss_bbox_aux: 0.476345 loss_giou_aux: 1.835024 loss_class_dn: 0.389139 loss_bbox_dn: 0.140280 loss_giou_dn: 0.471332 loss_class_aux_dn: 0.866519 loss_bbox_aux_dn: 0.377607 loss_giou_aux_dn: 1.117696 loss: 9.661529 eta: 28 days, 17:49:48 batch_cost: 0.6434 data_cost: 0.0037 ips: 12.4336 images/s
[08/18 01:22:31] ppdet.engine INFO: Epoch: [5] [46000/54024] learning_rate: 0.000100 loss_class: 0.788024 loss_bbox: 0.140269 loss_giou: 0.576045 loss_class_aux: 2.435202 loss_bbox_aux: 0.468419 loss_giou_aux: 1.869451 loss_class_dn: 0.386800 loss_bbox_dn: 0.151905 loss_giou_dn: 0.464933 loss_class_aux_dn: 0.848565 loss_bbox_aux_dn: 0.390889 loss_giou_aux_dn: 1.101144 loss: 9.803677 eta: 28 days, 17:48:21 batch_cost: 0.7100 data_cost: 0.0453 ips: 11.2674 images/s
[08/18 01:24:56] ppdet.engine INFO: Epoch: [5] [46200/54024] learning_rate: 0.000100 loss_class: 0.801226 loss_bbox: 0.144594 loss_giou: 0.569478 loss_class_aux: 2.494094 loss_bbox_aux: 0.490528 loss_giou_aux: 1.834580 loss_class_dn: 0.392690 loss_bbox_dn: 0.145078 loss_giou_dn: 0.487416 loss_class_aux_dn: 0.873800 loss_bbox_aux_dn: 0.375492 loss_giou_aux_dn: 1.153208 loss: 10.060400 eta: 28 days, 17:45:32 batch_cost: 0.6863 data_cost: 0.0124 ips: 11.6565 images/s
[08/18 01:27:12] ppdet.engine INFO: Epoch: [5] [46400/54024] learning_rate: 0.000100 loss_class: 0.774847 loss_bbox: 0.131060 loss_giou: 0.538786 loss_class_aux: 2.461345 loss_bbox_aux: 0.448283 loss_giou_aux: 1.717087 loss_class_dn: 0.372046 loss_bbox_dn: 0.141194 loss_giou_dn: 0.459331 loss_class_aux_dn: 0.842619 loss_bbox_aux_dn: 0.371647 loss_giou_aux_dn: 1.084997 loss: 9.460685 eta: 28 days, 17:39:56 batch_cost: 0.6373 data_cost: 0.0078 ips: 12.5529 images/s
[08/18 01:29:34] ppdet.engine INFO: Epoch: [5] [46600/54024] learning_rate: 0.000100 loss_class: 0.767137 loss_bbox: 0.143150 loss_giou: 0.570037 loss_class_aux: 2.360799 loss_bbox_aux: 0.483915 loss_giou_aux: 1.805927 loss_class_dn: 0.373499 loss_bbox_dn: 0.139321 loss_giou_dn: 0.455877 loss_class_aux_dn: 0.829431 loss_bbox_aux_dn: 0.358769 loss_giou_aux_dn: 1.106060 loss: 9.497426 eta: 28 days, 17:36:25 batch_cost: 0.6738 data_cost: 0.0523 ips: 11.8737 images/s
[08/18 01:31:42] ppdet.engine INFO: Epoch: [5] [46800/54024] learning_rate: 0.000100 loss_class: 0.709573 loss_bbox: 0.139177 loss_giou: 0.565991 loss_class_aux: 2.241449 loss_bbox_aux: 0.467940 loss_giou_aux: 1.816749 loss_class_dn: 0.368006 loss_bbox_dn: 0.141476 loss_giou_dn: 0.471875 loss_class_aux_dn: 0.824528 loss_bbox_aux_dn: 0.366968 loss_giou_aux_dn: 1.100882 loss: 9.556037 eta: 28 days, 17:28:55 batch_cost: 0.6039 data_cost: 0.0016 ips: 13.2471 images/s
[08/18 01:34:21] ppdet.engine INFO: Epoch: [5] [47000/54024] learning_rate: 0.000100 loss_class: 0.765112 loss_bbox: 0.132877 loss_giou: 0.546338 loss_class_aux: 2.383941 loss_bbox_aux: 0.450925 loss_giou_aux: 1.762449 loss_class_dn: 0.371300 loss_bbox_dn: 0.142450 loss_giou_dn: 0.440991 loss_class_aux_dn: 0.827091 loss_bbox_aux_dn: 0.359892 loss_giou_aux_dn: 1.050104 loss: 9.281894 eta: 28 days, 17:30:12 batch_cost: 0.7581 data_cost: 0.0946 ips: 10.5533 images/s
[08/18 01:36:40] ppdet.engine INFO: Epoch: [5] [47200/54024] learning_rate: 0.000100 loss_class: 0.787773 loss_bbox: 0.144254 loss_giou: 0.579008 loss_class_aux: 2.475873 loss_bbox_aux: 0.478392 loss_giou_aux: 1.847915 loss_class_dn: 0.385796 loss_bbox_dn: 0.143328 loss_giou_dn: 0.479502 loss_class_aux_dn: 0.857325 loss_bbox_aux_dn: 0.369518 loss_giou_aux_dn: 1.133653 loss: 9.904665 eta: 28 days, 17:25:42 batch_cost: 0.6563 data_cost: 0.0032 ips: 12.1900 images/s
[08/18 01:39:12] ppdet.engine INFO: Epoch: [5] [47400/54024] learning_rate: 0.000100 loss_class: 0.750380 loss_bbox: 0.138969 loss_giou: 0.566432 loss_class_aux: 2.332093 loss_bbox_aux: 0.472608 loss_giou_aux: 1.786355 loss_class_dn: 0.366540 loss_bbox_dn: 0.139700 loss_giou_dn: 0.453140 loss_class_aux_dn: 0.821300 loss_bbox_aux_dn: 0.359645 loss_giou_aux_dn: 1.063538 loss: 9.277424 eta: 28 days, 17:24:44 batch_cost: 0.7186 data_cost: 0.0093 ips: 11.1320 images/s
[08/18 01:41:18] ppdet.engine INFO: Epoch: [5] [47600/54024] learning_rate: 0.000100 loss_class: 0.775183 loss_bbox: 0.142973 loss_giou: 0.593247 loss_class_aux: 2.365210 loss_bbox_aux: 0.478103 loss_giou_aux: 1.907910 loss_class_dn: 0.388339 loss_bbox_dn: 0.148734 loss_giou_dn: 0.486698 loss_class_aux_dn: 0.858822 loss_bbox_aux_dn: 0.378722 loss_giou_aux_dn: 1.139198 loss: 9.858660 eta: 28 days, 17:16:37 batch_cost: 0.5925 data_cost: 0.0406 ips: 13.5030 images/s
[08/18 01:43:39] ppdet.engine INFO: Epoch: [5] [47800/54024] learning_rate: 0.000100 loss_class: 0.788433 loss_bbox: 0.148535 loss_giou: 0.637281 loss_class_aux: 2.467894 loss_bbox_aux: 0.494980 loss_giou_aux: 1.992365 loss_class_dn: 0.397346 loss_bbox_dn: 0.141926 loss_giou_dn: 0.512433 loss_class_aux_dn: 0.880679 loss_bbox_aux_dn: 0.368225 loss_giou_aux_dn: 1.194079 loss: 10.088900 eta: 28 days, 17:12:39 batch_cost: 0.6657 data_cost: 0.0331 ips: 12.0174 images/s
[08/18 01:46:14] ppdet.engine INFO: Epoch: [5] [48000/54024] learning_rate: 0.000100 loss_class: 0.775170 loss_bbox: 0.141931 loss_giou: 0.591492 loss_class_aux: 2.413323 loss_bbox_aux: 0.480068 loss_giou_aux: 1.879135 loss_class_dn: 0.384064 loss_bbox_dn: 0.150718 loss_giou_dn: 0.475775 loss_class_aux_dn: 0.859552 loss_bbox_aux_dn: 0.378228 loss_giou_aux_dn: 1.152949 loss: 9.878257 eta: 28 days, 17:12:47 batch_cost: 0.7378 data_cost: 0.1332 ips: 10.8435 images/s
[08/18 01:48:27] ppdet.engine INFO: Epoch: [5] [48200/54024] learning_rate: 0.000100 loss_class: 0.815216 loss_bbox: 0.147504 loss_giou: 0.590682 loss_class_aux: 2.563173 loss_bbox_aux: 0.495545 loss_giou_aux: 1.892650 loss_class_dn: 0.393665 loss_bbox_dn: 0.157028 loss_giou_dn: 0.477255 loss_class_aux_dn: 0.884026 loss_bbox_aux_dn: 0.399277 loss_giou_aux_dn: 1.135348 loss: 10.053850 eta: 28 days, 17:06:44 batch_cost: 0.6289 data_cost: 0.0259 ips: 12.7197 images/s
[08/18 01:50:39] ppdet.engine INFO: Epoch: [5] [48400/54024] learning_rate: 0.000100 loss_class: 0.790679 loss_bbox: 0.141957 loss_giou: 0.582008 loss_class_aux: 2.459280 loss_bbox_aux: 0.482017 loss_giou_aux: 1.845182 loss_class_dn: 0.393564 loss_bbox_dn: 0.144264 loss_giou_dn: 0.478131 loss_class_aux_dn: 0.875626 loss_bbox_aux_dn: 0.379894 loss_giou_aux_dn: 1.143599 loss: 9.920942 eta: 28 days, 17:00:14 batch_cost: 0.6204 data_cost: 0.0391 ips: 12.8954 images/s
[08/18 01:53:09] ppdet.engine INFO: Epoch: [5] [48600/54024] learning_rate: 0.000100 loss_class: 0.765892 loss_bbox: 0.150524 loss_giou: 0.586018 loss_class_aux: 2.443131 loss_bbox_aux: 0.507335 loss_giou_aux: 1.847249 loss_class_dn: 0.394355 loss_bbox_dn: 0.150384 loss_giou_dn: 0.492007 loss_class_aux_dn: 0.862921 loss_bbox_aux_dn: 0.374798 loss_giou_aux_dn: 1.148073 loss: 9.979824 eta: 28 days, 16:58:57 batch_cost: 0.7131 data_cost: 0.0151 ips: 11.2189 images/s
[08/18 01:55:33] ppdet.engine INFO: Epoch: [5] [48800/54024] learning_rate: 0.000100 loss_class: 0.781201 loss_bbox: 0.134824 loss_giou: 0.602416 loss_class_aux: 2.425776 loss_bbox_aux: 0.465436 loss_giou_aux: 1.922902 loss_class_dn: 0.385097 loss_bbox_dn: 0.138679 loss_giou_dn: 0.477226 loss_class_aux_dn: 0.865081 loss_bbox_aux_dn: 0.365647 loss_giou_aux_dn: 1.139623 loss: 9.730430 eta: 28 days, 16:55:47 batch_cost: 0.6795 data_cost: 0.0687 ips: 11.7738 images/s
[08/18 01:57:55] ppdet.engine INFO: Epoch: [5] [49000/54024] learning_rate: 0.000100 loss_class: 0.753340 loss_bbox: 0.137762 loss_giou: 0.566733 loss_class_aux: 2.363124 loss_bbox_aux: 0.464789 loss_giou_aux: 1.786775 loss_class_dn: 0.368989 loss_bbox_dn: 0.141518 loss_giou_dn: 0.456266 loss_class_aux_dn: 0.821459 loss_bbox_aux_dn: 0.377633 loss_giou_aux_dn: 1.090231 loss: 9.423610 eta: 28 days, 16:52:15 batch_cost: 0.6729 data_cost: 0.0008 ips: 11.8896 images/s
[08/18 02:00:10] ppdet.engine INFO: Epoch: [5] [49200/54024] learning_rate: 0.000100 loss_class: 0.765387 loss_bbox: 0.137178 loss_giou: 0.550667 loss_class_aux: 2.393670 loss_bbox_aux: 0.468867 loss_giou_aux: 1.798195 loss_class_dn: 0.385099 loss_bbox_dn: 0.145810 loss_giou_dn: 0.456347 loss_class_aux_dn: 0.865960 loss_bbox_aux_dn: 0.364739 loss_giou_aux_dn: 1.100965 loss: 9.678799 eta: 28 days, 16:46:33 batch_cost: 0.6345 data_cost: 0.0071 ips: 12.6081 images/s
[08/18 02:02:10] ppdet.engine INFO: Epoch: [5] [49400/54024] learning_rate: 0.000100 loss_class: 0.765837 loss_bbox: 0.138472 loss_giou: 0.569083 loss_class_aux: 2.438453 loss_bbox_aux: 0.469607 loss_giou_aux: 1.791904 loss_class_dn: 0.383586 loss_bbox_dn: 0.139843 loss_giou_dn: 0.460930 loss_class_aux_dn: 0.851716 loss_bbox_aux_dn: 0.372507 loss_giou_aux_dn: 1.110471 loss: 9.735254 eta: 28 days, 16:36:43 batch_cost: 0.5607 data_cost: 0.0305 ips: 14.2675 images/s
[08/18 02:04:31] ppdet.engine INFO: Epoch: [5] [49600/54024] learning_rate: 0.000100 loss_class: 0.765893 loss_bbox: 0.146214 loss_giou: 0.575958 loss_class_aux: 2.410988 loss_bbox_aux: 0.496197 loss_giou_aux: 1.860897 loss_class_dn: 0.385674 loss_bbox_dn: 0.144673 loss_giou_dn: 0.478839 loss_class_aux_dn: 0.861625 loss_bbox_aux_dn: 0.380130 loss_giou_aux_dn: 1.140201 loss: 9.755628 eta: 28 days, 16:32:57 batch_cost: 0.6687 data_cost: 0.0333 ips: 11.9643 images/s
[08/18 02:06:46] ppdet.engine INFO: Epoch: [5] [49800/54024] learning_rate: 0.000100 loss_class: 0.785438 loss_bbox: 0.146604 loss_giou: 0.591496 loss_class_aux: 2.438174 loss_bbox_aux: 0.478930 loss_giou_aux: 1.869026 loss_class_dn: 0.394204 loss_bbox_dn: 0.146042 loss_giou_dn: 0.489417 loss_class_aux_dn: 0.861570 loss_bbox_aux_dn: 0.365716 loss_giou_aux_dn: 1.185618 loss: 9.885373 eta: 28 days, 16:27:25 batch_cost: 0.6369 data_cost: 0.0483 ips: 12.5617 images/s
[08/18 02:09:32] ppdet.engine INFO: Epoch: [5] [50000/54024] learning_rate: 0.000100 loss_class: 0.782031 loss_bbox: 0.147433 loss_giou: 0.594570 loss_class_aux: 2.425934 loss_bbox_aux: 0.494447 loss_giou_aux: 1.908266 loss_class_dn: 0.405811 loss_bbox_dn: 0.144903 loss_giou_dn: 0.500251 loss_class_aux_dn: 0.886961 loss_bbox_aux_dn: 0.381288 loss_giou_aux_dn: 1.174420 loss: 10.114506 eta: 28 days, 16:30:37 batch_cost: 0.7927 data_cost: 0.0894 ips: 10.0921 images/s
[08/18 02:11:52] ppdet.engine INFO: Epoch: [5] [50200/54024] learning_rate: 0.000100 loss_class: 0.769230 loss_bbox: 0.141199 loss_giou: 0.590212 loss_class_aux: 2.392611 loss_bbox_aux: 0.476452 loss_giou_aux: 1.879347 loss_class_dn: 0.382879 loss_bbox_dn: 0.142191 loss_giou_dn: 0.471543 loss_class_aux_dn: 0.851149 loss_bbox_aux_dn: 0.363533 loss_giou_aux_dn: 1.130984 loss: 9.723568 eta: 28 days, 16:26:33 batch_cost: 0.6631 data_cost: 0.0054 ips: 12.0644 images/s
[08/18 02:14:11] ppdet.engine INFO: Epoch: [5] [50400/54024] learning_rate: 0.000100 loss_class: 0.796207 loss_bbox: 0.141956 loss_giou: 0.606095 loss_class_aux: 2.498382 loss_bbox_aux: 0.478131 loss_giou_aux: 1.896425 loss_class_dn: 0.396681 loss_bbox_dn: 0.139175 loss_giou_dn: 0.484080 loss_class_aux_dn: 0.888066 loss_bbox_aux_dn: 0.369889 loss_giou_aux_dn: 1.140128 loss: 9.935751 eta: 28 days, 16:22:01 batch_cost: 0.6548 data_cost: 0.0120 ips: 12.2174 images/s
[08/18 02:16:26] ppdet.engine INFO: Epoch: [5] [50600/54024] learning_rate: 0.000100 loss_class: 0.750289 loss_bbox: 0.138513 loss_giou: 0.569303 loss_class_aux: 2.364129 loss_bbox_aux: 0.470105 loss_giou_aux: 1.805920 loss_class_dn: 0.381338 loss_bbox_dn: 0.144700 loss_giou_dn: 0.462373 loss_class_aux_dn: 0.841059 loss_bbox_aux_dn: 0.376261 loss_giou_aux_dn: 1.093357 loss: 9.588813 eta: 28 days, 16:16:39 batch_cost: 0.6396 data_cost: 0.0182 ips: 12.5072 images/s
[08/18 02:19:08] ppdet.engine INFO: Epoch: [5] [50800/54024] learning_rate: 0.000100 loss_class: 0.759037 loss_bbox: 0.143756 loss_giou: 0.536692 loss_class_aux: 2.388583 loss_bbox_aux: 0.475094 loss_giou_aux: 1.731028 loss_class_dn: 0.374524 loss_bbox_dn: 0.140850 loss_giou_dn: 0.462271 loss_class_aux_dn: 0.839130 loss_bbox_aux_dn: 0.346568 loss_giou_aux_dn: 1.093604 loss: 9.586767 eta: 28 days, 16:18:42 batch_cost: 0.7723 data_cost: 0.0634 ips: 10.3587 images/s
[08/18 02:21:30] ppdet.engine INFO: Epoch: [5] [51000/54024] learning_rate: 0.000100 loss_class: 0.763053 loss_bbox: 0.139260 loss_giou: 0.593365 loss_class_aux: 2.417480 loss_bbox_aux: 0.466528 loss_giou_aux: 1.885522 loss_class_dn: 0.385983 loss_bbox_dn: 0.142006 loss_giou_dn: 0.472228 loss_class_aux_dn: 0.855968 loss_bbox_aux_dn: 0.359531 loss_giou_aux_dn: 1.119268 loss: 9.831101 eta: 28 days, 16:15:16 batch_cost: 0.6743 data_cost: 0.0008 ips: 11.8643 images/s
[08/18 02:24:05] ppdet.engine INFO: Epoch: [5] [51200/54024] learning_rate: 0.000100 loss_class: 0.755793 loss_bbox: 0.136459 loss_giou: 0.570248 loss_class_aux: 2.378099 loss_bbox_aux: 0.455297 loss_giou_aux: 1.823737 loss_class_dn: 0.385584 loss_bbox_dn: 0.138690 loss_giou_dn: 0.470812 loss_class_aux_dn: 0.855673 loss_bbox_aux_dn: 0.355800 loss_giou_aux_dn: 1.117089 loss: 9.681367 eta: 28 days, 16:15:12 batch_cost: 0.7345 data_cost: 0.0008 ips: 10.8913 images/s
[08/18 02:26:26] ppdet.engine INFO: Epoch: [5] [51400/54024] learning_rate: 0.000100 loss_class: 0.731885 loss_bbox: 0.135766 loss_giou: 0.543840 loss_class_aux: 2.274547 loss_bbox_aux: 0.460738 loss_giou_aux: 1.736678 loss_class_dn: 0.370230 loss_bbox_dn: 0.140731 loss_giou_dn: 0.449664 loss_class_aux_dn: 0.815978 loss_bbox_aux_dn: 0.354703 loss_giou_aux_dn: 1.064832 loss: 9.310576 eta: 28 days, 16:11:28 batch_cost: 0.6691 data_cost: 0.0534 ips: 11.9563 images/s
[08/18 02:28:35] ppdet.engine INFO: Epoch: [5] [51600/54024] learning_rate: 0.000100 loss_class: 0.767771 loss_bbox: 0.148263 loss_giou: 0.555351 loss_class_aux: 2.393925 loss_bbox_aux: 0.497407 loss_giou_aux: 1.798987 loss_class_dn: 0.382252 loss_bbox_dn: 0.147944 loss_giou_dn: 0.468492 loss_class_aux_dn: 0.848537 loss_bbox_aux_dn: 0.377513 loss_giou_aux_dn: 1.124261 loss: 9.816225 eta: 28 days, 16:04:22 batch_cost: 0.6082 data_cost: 0.0010 ips: 13.1530 images/s
[08/18 02:30:50] ppdet.engine INFO: Epoch: [5] [51800/54024] learning_rate: 0.000100 loss_class: 0.758428 loss_bbox: 0.136606 loss_giou: 0.570603 loss_class_aux: 2.397671 loss_bbox_aux: 0.462762 loss_giou_aux: 1.815194 loss_class_dn: 0.380400 loss_bbox_dn: 0.140769 loss_giou_dn: 0.459731 loss_class_aux_dn: 0.848943 loss_bbox_aux_dn: 0.352473 loss_giou_aux_dn: 1.076589 loss: 9.532923 eta: 28 days, 15:58:49 batch_cost: 0.6361 data_cost: 0.0176 ips: 12.5766 images/s
[08/18 02:33:21] ppdet.engine INFO: Epoch: [5] [52000/54024] learning_rate: 0.000100 loss_class: 0.775979 loss_bbox: 0.140039 loss_giou: 0.575895 loss_class_aux: 2.437490 loss_bbox_aux: 0.460183 loss_giou_aux: 1.846434 loss_class_dn: 0.387730 loss_bbox_dn: 0.148489 loss_giou_dn: 0.472608 loss_class_aux_dn: 0.851562 loss_bbox_aux_dn: 0.373581 loss_giou_aux_dn: 1.117092 loss: 9.741811 eta: 28 days, 15:57:51 batch_cost: 0.7186 data_cost: 0.0121 ips: 11.1333 images/s
[08/18 02:35:28] ppdet.engine INFO: Epoch: [5] [52200/54024] learning_rate: 0.000100 loss_class: 0.756556 loss_bbox: 0.137651 loss_giou: 0.562417 loss_class_aux: 2.392998 loss_bbox_aux: 0.455945 loss_giou_aux: 1.811923 loss_class_dn: 0.394609 loss_bbox_dn: 0.135505 loss_giou_dn: 0.466166 loss_class_aux_dn: 0.851620 loss_bbox_aux_dn: 0.358686 loss_giou_aux_dn: 1.117141 loss: 9.755910 eta: 28 days, 15:49:45 batch_cost: 0.5898 data_cost: 0.0243 ips: 13.5651 images/s
[08/18 02:37:55] ppdet.engine INFO: Epoch: [5] [52400/54024] learning_rate: 0.000100 loss_class: 0.708185 loss_bbox: 0.136308 loss_giou: 0.524869 loss_class_aux: 2.279905 loss_bbox_aux: 0.461947 loss_giou_aux: 1.675634 loss_class_dn: 0.360894 loss_bbox_dn: 0.142327 loss_giou_dn: 0.439747 loss_class_aux_dn: 0.803403 loss_bbox_aux_dn: 0.369481 loss_giou_aux_dn: 1.049329 loss: 9.101571 eta: 28 days, 15:47:36 batch_cost: 0.6971 data_cost: 0.0069 ips: 11.4763 images/s
[08/18 02:40:12] ppdet.engine INFO: Epoch: [5] [52600/54024] learning_rate: 0.000100 loss_class: 0.772190 loss_bbox: 0.137945 loss_giou: 0.585604 loss_class_aux: 2.403654 loss_bbox_aux: 0.454620 loss_giou_aux: 1.875661 loss_class_dn: 0.384319 loss_bbox_dn: 0.139211 loss_giou_dn: 0.471914 loss_class_aux_dn: 0.854293 loss_bbox_aux_dn: 0.357015 loss_giou_aux_dn: 1.131701 loss: 9.708423 eta: 28 days, 15:42:42 batch_cost: 0.6476 data_cost: 0.0107 ips: 12.3537 images/s
[08/18 02:42:23] ppdet.engine INFO: Epoch: [5] [52800/54024] learning_rate: 0.000100 loss_class: 0.763903 loss_bbox: 0.137612 loss_giou: 0.581479 loss_class_aux: 2.399742 loss_bbox_aux: 0.468072 loss_giou_aux: 1.846775 loss_class_dn: 0.373432 loss_bbox_dn: 0.142941 loss_giou_dn: 0.462756 loss_class_aux_dn: 0.829266 loss_bbox_aux_dn: 0.364835 loss_giou_aux_dn: 1.094246 loss: 9.440925 eta: 28 days, 15:36:15 batch_cost: 0.6191 data_cost: 0.0117 ips: 12.9224 images/s
[08/18 02:44:53] ppdet.engine INFO: Epoch: [5] [53000/54024] learning_rate: 0.000100 loss_class: 0.794129 loss_bbox: 0.143986 loss_giou: 0.590771 loss_class_aux: 2.495036 loss_bbox_aux: 0.497703 loss_giou_aux: 1.911044 loss_class_dn: 0.399089 loss_bbox_dn: 0.152550 loss_giou_dn: 0.473390 loss_class_aux_dn: 0.890363 loss_bbox_aux_dn: 0.396908 loss_giou_aux_dn: 1.138683 loss: 10.236193 eta: 28 days, 15:34:40 batch_cost: 0.7074 data_cost: 0.1648 ips: 11.3092 images/s
[08/18 02:47:15] ppdet.engine INFO: Epoch: [5] [53200/54024] learning_rate: 0.000100 loss_class: 0.774495 loss_bbox: 0.139341 loss_giou: 0.567137 loss_class_aux: 2.414259 loss_bbox_aux: 0.474488 loss_giou_aux: 1.815338 loss_class_dn: 0.383073 loss_bbox_dn: 0.148114 loss_giou_dn: 0.468281 loss_class_aux_dn: 0.848834 loss_bbox_aux_dn: 0.379301 loss_giou_aux_dn: 1.117937 loss: 9.709064 eta: 28 days, 15:31:07 batch_cost: 0.6717 data_cost: 0.0729 ips: 11.9102 images/s
[08/18 02:49:33] ppdet.engine INFO: Epoch: [5] [53400/54024] learning_rate: 0.000100 loss_class: 0.754190 loss_bbox: 0.143083 loss_giou: 0.599080 loss_class_aux: 2.385707 loss_bbox_aux: 0.468375 loss_giou_aux: 1.897183 loss_class_dn: 0.389087 loss_bbox_dn: 0.137290 loss_giou_dn: 0.496435 loss_class_aux_dn: 0.867660 loss_bbox_aux_dn: 0.357696 loss_giou_aux_dn: 1.157999 loss: 10.019866 eta: 28 days, 15:26:42 batch_cost: 0.6558 data_cost: 0.0323 ips: 12.1980 images/s
[08/18 02:52:00] ppdet.engine INFO: Epoch: [5] [53600/54024] learning_rate: 0.000100 loss_class: 0.753025 loss_bbox: 0.135939 loss_giou: 0.550338 loss_class_aux: 2.357846 loss_bbox_aux: 0.465155 loss_giou_aux: 1.791022 loss_class_dn: 0.374112 loss_bbox_dn: 0.145459 loss_giou_dn: 0.449606 loss_class_aux_dn: 0.824281 loss_bbox_aux_dn: 0.369721 loss_giou_aux_dn: 1.071160 loss: 9.432330 eta: 28 days, 15:24:35 batch_cost: 0.6974 data_cost: 0.0115 ips: 11.4706 images/s
[08/18 02:54:06] ppdet.engine INFO: Epoch: [5] [53800/54024] learning_rate: 0.000100 loss_class: 0.763681 loss_bbox: 0.139257 loss_giou: 0.545851 loss_class_aux: 2.402183 loss_bbox_aux: 0.462033 loss_giou_aux: 1.759974 loss_class_dn: 0.377220 loss_bbox_dn: 0.138102 loss_giou_dn: 0.456423 loss_class_aux_dn: 0.834534 loss_bbox_aux_dn: 0.356625 loss_giou_aux_dn: 1.088693 loss: 9.662037 eta: 28 days, 15:16:36 batch_cost: 0.5910 data_cost: 0.0247 ips: 13.5356 images/s
[08/18 02:56:26] ppdet.engine INFO: Epoch: [5] [54000/54024] learning_rate: 0.000100 loss_class: 0.804728 loss_bbox: 0.140756 loss_giou: 0.642487 loss_class_aux: 2.524248 loss_bbox_aux: 0.468143 loss_giou_aux: 2.036075 loss_class_dn: 0.396351 loss_bbox_dn: 0.131057 loss_giou_dn: 0.515589 loss_class_aux_dn: 0.888848 loss_bbox_aux_dn: 0.336395 loss_giou_aux_dn: 1.215815 loss: 10.265653 eta: 28 days, 15:12:20 batch_cost: 0.6582 data_cost: 0.0332 ips: 12.1539 images/s
[08/18 02:56:51] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
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[08/18 03:24:47] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=23.09s)
creating index...
index created!
[08/18 03:25:11] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=210.38s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=2374.28s).
Accumulating evaluation results...
DONE (t=816.38s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.202
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.279
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.218
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.091
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.192
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.275
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.223
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.428
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.458
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.246
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.448
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.604
[08/18 04:23:32] ppdet.engine INFO: Total sample number: 80000, average FPS: 58.43966308286607
[08/18 04:23:32] ppdet.engine INFO: Best test bbox ap is 0.202.
[08/18 04:23:34] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
[08/18 04:23:44] ppdet.engine INFO: Epoch: [6] [    0/54024] learning_rate: 0.000100 loss_class: 0.782881 loss_bbox: 0.138327 loss_giou: 0.618219 loss_class_aux: 2.469037 loss_bbox_aux: 0.463778 loss_giou_aux: 1.970968 loss_class_dn: 0.392844 loss_bbox_dn: 0.131385 loss_giou_dn: 0.501661 loss_class_aux_dn: 0.876193 loss_bbox_aux_dn: 0.341347 loss_giou_aux_dn: 1.186258 loss: 9.940617 eta: 28 days, 15:11:42 batch_cost: 0.6459 data_cost: 0.0518 ips: 12.3852 images/s
[08/18 04:26:16] ppdet.engine INFO: Epoch: [6] [  200/54024] learning_rate: 0.000100 loss_class: 0.764821 loss_bbox: 0.142116 loss_giou: 0.573739 loss_class_aux: 2.396534 loss_bbox_aux: 0.488344 loss_giou_aux: 1.840422 loss_class_dn: 0.387339 loss_bbox_dn: 0.148253 loss_giou_dn: 0.473096 loss_class_aux_dn: 0.858381 loss_bbox_aux_dn: 0.382304 loss_giou_aux_dn: 1.117136 loss: 9.872621 eta: 28 days, 15:11:01 batch_cost: 0.7237 data_cost: 0.0297 ips: 11.0545 images/s
[08/18 04:29:20] ppdet.engine INFO: Epoch: [6] [  400/54024] learning_rate: 0.000100 loss_class: 0.753006 loss_bbox: 0.134312 loss_giou: 0.579581 loss_class_aux: 2.326045 loss_bbox_aux: 0.457650 loss_giou_aux: 1.829690 loss_class_dn: 0.375698 loss_bbox_dn: 0.137746 loss_giou_dn: 0.468258 loss_class_aux_dn: 0.839948 loss_bbox_aux_dn: 0.355672 loss_giou_aux_dn: 1.120543 loss: 9.495926 eta: 28 days, 15:18:53 batch_cost: 0.8790 data_cost: 0.0455 ips: 9.1010 images/s
[08/18 04:32:06] ppdet.engine INFO: Epoch: [6] [  600/54024] learning_rate: 0.000100 loss_class: 0.741609 loss_bbox: 0.138578 loss_giou: 0.565444 loss_class_aux: 2.341260 loss_bbox_aux: 0.462275 loss_giou_aux: 1.808784 loss_class_dn: 0.373750 loss_bbox_dn: 0.147297 loss_giou_dn: 0.476873 loss_class_aux_dn: 0.830702 loss_bbox_aux_dn: 0.377330 loss_giou_aux_dn: 1.109948 loss: 9.470251 eta: 28 days, 15:21:52 batch_cost: 0.7907 data_cost: 0.0213 ips: 10.1180 images/s
[08/18 04:34:46] ppdet.engine INFO: Epoch: [6] [  800/54024] learning_rate: 0.000100 loss_class: 0.780001 loss_bbox: 0.140789 loss_giou: 0.604281 loss_class_aux: 2.422139 loss_bbox_aux: 0.485278 loss_giou_aux: 1.945694 loss_class_dn: 0.390952 loss_bbox_dn: 0.144680 loss_giou_dn: 0.491276 loss_class_aux_dn: 0.863624 loss_bbox_aux_dn: 0.367637 loss_giou_aux_dn: 1.164367 loss: 9.939441 eta: 28 days, 15:23:14 batch_cost: 0.7615 data_cost: 0.0263 ips: 10.5054 images/s
[08/18 04:37:18] ppdet.engine INFO: Epoch: [6] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.776469 loss_bbox: 0.142033 loss_giou: 0.603253 loss_class_aux: 2.463173 loss_bbox_aux: 0.485333 loss_giou_aux: 1.884578 loss_class_dn: 0.396736 loss_bbox_dn: 0.147575 loss_giou_dn: 0.483515 loss_class_aux_dn: 0.882323 loss_bbox_aux_dn: 0.387828 loss_giou_aux_dn: 1.140744 loss: 9.900101 eta: 28 days, 15:22:20 batch_cost: 0.7198 data_cost: 0.0195 ips: 11.1148 images/s
[08/18 04:39:51] ppdet.engine INFO: Epoch: [6] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.815290 loss_bbox: 0.144450 loss_giou: 0.566252 loss_class_aux: 2.535234 loss_bbox_aux: 0.493080 loss_giou_aux: 1.815978 loss_class_dn: 0.397738 loss_bbox_dn: 0.150520 loss_giou_dn: 0.470004 loss_class_aux_dn: 0.888368 loss_bbox_aux_dn: 0.382413 loss_giou_aux_dn: 1.119833 loss: 9.749837 eta: 28 days, 15:21:49 batch_cost: 0.7272 data_cost: 0.0695 ips: 11.0004 images/s
[08/18 04:42:23] ppdet.engine INFO: Epoch: [6] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.781750 loss_bbox: 0.141813 loss_giou: 0.557690 loss_class_aux: 2.462389 loss_bbox_aux: 0.470124 loss_giou_aux: 1.799924 loss_class_dn: 0.366599 loss_bbox_dn: 0.149077 loss_giou_dn: 0.441812 loss_class_aux_dn: 0.829629 loss_bbox_aux_dn: 0.375101 loss_giou_aux_dn: 1.055474 loss: 9.322992 eta: 28 days, 15:21:00 batch_cost: 0.7217 data_cost: 0.0224 ips: 11.0852 images/s
[08/18 04:44:47] ppdet.engine INFO: Epoch: [6] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.746664 loss_bbox: 0.134869 loss_giou: 0.560022 loss_class_aux: 2.358799 loss_bbox_aux: 0.453440 loss_giou_aux: 1.781991 loss_class_dn: 0.381972 loss_bbox_dn: 0.146761 loss_giou_dn: 0.460090 loss_class_aux_dn: 0.856072 loss_bbox_aux_dn: 0.376014 loss_giou_aux_dn: 1.097649 loss: 9.590524 eta: 28 days, 15:17:47 batch_cost: 0.6775 data_cost: 0.0360 ips: 11.8083 images/s
[08/18 04:47:13] ppdet.engine INFO: Epoch: [6] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.751541 loss_bbox: 0.134651 loss_giou: 0.586604 loss_class_aux: 2.366604 loss_bbox_aux: 0.461545 loss_giou_aux: 1.918433 loss_class_dn: 0.375784 loss_bbox_dn: 0.134886 loss_giou_dn: 0.484062 loss_class_aux_dn: 0.858265 loss_bbox_aux_dn: 0.355909 loss_giou_aux_dn: 1.138031 loss: 9.650313 eta: 28 days, 15:15:18 batch_cost: 0.6912 data_cost: 0.1033 ips: 11.5738 images/s
[08/18 04:49:40] ppdet.engine INFO: Epoch: [6] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.779384 loss_bbox: 0.142058 loss_giou: 0.550729 loss_class_aux: 2.448204 loss_bbox_aux: 0.471696 loss_giou_aux: 1.798659 loss_class_dn: 0.383384 loss_bbox_dn: 0.147188 loss_giou_dn: 0.470132 loss_class_aux_dn: 0.853073 loss_bbox_aux_dn: 0.377564 loss_giou_aux_dn: 1.114454 loss: 9.739372 eta: 28 days, 15:13:01 batch_cost: 0.6948 data_cost: 0.0176 ips: 11.5135 images/s
[08/18 04:52:25] ppdet.engine INFO: Epoch: [6] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.777474 loss_bbox: 0.142980 loss_giou: 0.570824 loss_class_aux: 2.441177 loss_bbox_aux: 0.492650 loss_giou_aux: 1.837931 loss_class_dn: 0.393120 loss_bbox_dn: 0.148533 loss_giou_dn: 0.477662 loss_class_aux_dn: 0.879000 loss_bbox_aux_dn: 0.384942 loss_giou_aux_dn: 1.142411 loss: 9.874509 eta: 28 days, 15:15:50 batch_cost: 0.7886 data_cost: 0.0264 ips: 10.1450 images/s
[08/18 04:55:02] ppdet.engine INFO: Epoch: [6] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.806684 loss_bbox: 0.147650 loss_giou: 0.597484 loss_class_aux: 2.518787 loss_bbox_aux: 0.488691 loss_giou_aux: 1.926853 loss_class_dn: 0.404900 loss_bbox_dn: 0.148725 loss_giou_dn: 0.488238 loss_class_aux_dn: 0.896905 loss_bbox_aux_dn: 0.379305 loss_giou_aux_dn: 1.148303 loss: 10.111463 eta: 28 days, 15:16:16 batch_cost: 0.7449 data_cost: 0.0043 ips: 10.7400 images/s
[08/18 04:57:29] ppdet.engine INFO: Epoch: [6] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.803430 loss_bbox: 0.141382 loss_giou: 0.553277 loss_class_aux: 2.509319 loss_bbox_aux: 0.486360 loss_giou_aux: 1.776654 loss_class_dn: 0.375132 loss_bbox_dn: 0.146925 loss_giou_dn: 0.464594 loss_class_aux_dn: 0.849811 loss_bbox_aux_dn: 0.381871 loss_giou_aux_dn: 1.109074 loss: 9.492233 eta: 28 days, 15:14:07 batch_cost: 0.6973 data_cost: 0.0029 ips: 11.4720 images/s
[08/18 04:59:59] ppdet.engine INFO: Epoch: [6] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.785065 loss_bbox: 0.140817 loss_giou: 0.609412 loss_class_aux: 2.456853 loss_bbox_aux: 0.470814 loss_giou_aux: 1.952030 loss_class_dn: 0.396203 loss_bbox_dn: 0.140797 loss_giou_dn: 0.484355 loss_class_aux_dn: 0.876386 loss_bbox_aux_dn: 0.364629 loss_giou_aux_dn: 1.143611 loss: 9.897412 eta: 28 days, 15:12:40 batch_cost: 0.7105 data_cost: 0.0391 ips: 11.2604 images/s
[08/18 05:02:35] ppdet.engine INFO: Epoch: [6] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.761904 loss_bbox: 0.142239 loss_giou: 0.578034 loss_class_aux: 2.392522 loss_bbox_aux: 0.475688 loss_giou_aux: 1.843635 loss_class_dn: 0.382622 loss_bbox_dn: 0.148713 loss_giou_dn: 0.476184 loss_class_aux_dn: 0.849653 loss_bbox_aux_dn: 0.380093 loss_giou_aux_dn: 1.138542 loss: 9.766829 eta: 28 days, 15:12:40 batch_cost: 0.7369 data_cost: 0.0012 ips: 10.8565 images/s
[08/18 05:05:17] ppdet.engine INFO: Epoch: [6] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.785117 loss_bbox: 0.147956 loss_giou: 0.580966 loss_class_aux: 2.447143 loss_bbox_aux: 0.498580 loss_giou_aux: 1.846476 loss_class_dn: 0.386442 loss_bbox_dn: 0.149387 loss_giou_dn: 0.480169 loss_class_aux_dn: 0.858457 loss_bbox_aux_dn: 0.390832 loss_giou_aux_dn: 1.130664 loss: 9.769936 eta: 28 days, 15:14:25 batch_cost: 0.7696 data_cost: 0.0010 ips: 10.3946 images/s
[08/18 05:07:39] ppdet.engine INFO: Epoch: [6] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.800381 loss_bbox: 0.142611 loss_giou: 0.606583 loss_class_aux: 2.494851 loss_bbox_aux: 0.477103 loss_giou_aux: 1.923239 loss_class_dn: 0.402581 loss_bbox_dn: 0.145197 loss_giou_dn: 0.496981 loss_class_aux_dn: 0.903724 loss_bbox_aux_dn: 0.373462 loss_giou_aux_dn: 1.181781 loss: 10.049504 eta: 28 days, 15:10:38 batch_cost: 0.6674 data_cost: 0.0339 ips: 11.9877 images/s
[08/18 05:09:55] ppdet.engine INFO: Epoch: [6] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.743572 loss_bbox: 0.133595 loss_giou: 0.561174 loss_class_aux: 2.359971 loss_bbox_aux: 0.451314 loss_giou_aux: 1.804296 loss_class_dn: 0.375716 loss_bbox_dn: 0.130202 loss_giou_dn: 0.457569 loss_class_aux_dn: 0.819169 loss_bbox_aux_dn: 0.343823 loss_giou_aux_dn: 1.080088 loss: 9.250993 eta: 28 days, 15:05:33 batch_cost: 0.6432 data_cost: 0.0021 ips: 12.4376 images/s
[08/18 05:12:13] ppdet.engine INFO: Epoch: [6] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.763307 loss_bbox: 0.134406 loss_giou: 0.575829 loss_class_aux: 2.399673 loss_bbox_aux: 0.455854 loss_giou_aux: 1.822935 loss_class_dn: 0.388458 loss_bbox_dn: 0.137086 loss_giou_dn: 0.472190 loss_class_aux_dn: 0.865949 loss_bbox_aux_dn: 0.356590 loss_giou_aux_dn: 1.131637 loss: 9.831263 eta: 28 days, 15:00:40 batch_cost: 0.6468 data_cost: 0.0377 ips: 12.3685 images/s
[08/18 05:14:28] ppdet.engine INFO: Epoch: [6] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.805891 loss_bbox: 0.144771 loss_giou: 0.613182 loss_class_aux: 2.513978 loss_bbox_aux: 0.482395 loss_giou_aux: 1.951953 loss_class_dn: 0.393259 loss_bbox_dn: 0.142824 loss_giou_dn: 0.490480 loss_class_aux_dn: 0.892393 loss_bbox_aux_dn: 0.374167 loss_giou_aux_dn: 1.151227 loss: 9.911039 eta: 28 days, 14:55:28 batch_cost: 0.6410 data_cost: 0.0027 ips: 12.4815 images/s
[08/18 05:16:53] ppdet.engine INFO: Epoch: [6] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.761124 loss_bbox: 0.139870 loss_giou: 0.573145 loss_class_aux: 2.367365 loss_bbox_aux: 0.463120 loss_giou_aux: 1.840576 loss_class_dn: 0.387580 loss_bbox_dn: 0.139869 loss_giou_dn: 0.468598 loss_class_aux_dn: 0.859393 loss_bbox_aux_dn: 0.360495 loss_giou_aux_dn: 1.102168 loss: 9.714317 eta: 28 days, 14:52:46 batch_cost: 0.6873 data_cost: 0.0095 ips: 11.6397 images/s
[08/18 05:19:16] ppdet.engine INFO: Epoch: [6] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.776175 loss_bbox: 0.140903 loss_giou: 0.578304 loss_class_aux: 2.411848 loss_bbox_aux: 0.464875 loss_giou_aux: 1.852538 loss_class_dn: 0.386239 loss_bbox_dn: 0.142311 loss_giou_dn: 0.468588 loss_class_aux_dn: 0.856220 loss_bbox_aux_dn: 0.373260 loss_giou_aux_dn: 1.125271 loss: 9.866146 eta: 28 days, 14:49:28 batch_cost: 0.6758 data_cost: 0.0153 ips: 11.8385 images/s
[08/18 05:21:30] ppdet.engine INFO: Epoch: [6] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.776509 loss_bbox: 0.143723 loss_giou: 0.622688 loss_class_aux: 2.432530 loss_bbox_aux: 0.481965 loss_giou_aux: 1.983126 loss_class_dn: 0.393980 loss_bbox_dn: 0.145388 loss_giou_dn: 0.505109 loss_class_aux_dn: 0.865518 loss_bbox_aux_dn: 0.375429 loss_giou_aux_dn: 1.183603 loss: 9.999392 eta: 28 days, 14:43:40 batch_cost: 0.6295 data_cost: 0.0062 ips: 12.7082 images/s
[08/18 05:23:55] ppdet.engine INFO: Epoch: [6] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.752072 loss_bbox: 0.140129 loss_giou: 0.590876 loss_class_aux: 2.307797 loss_bbox_aux: 0.473046 loss_giou_aux: 1.895723 loss_class_dn: 0.385464 loss_bbox_dn: 0.139386 loss_giou_dn: 0.472891 loss_class_aux_dn: 0.853838 loss_bbox_aux_dn: 0.360765 loss_giou_aux_dn: 1.118129 loss: 9.726706 eta: 28 days, 14:40:59 batch_cost: 0.6875 data_cost: 0.0048 ips: 11.6364 images/s
[08/18 05:26:03] ppdet.engine INFO: Epoch: [6] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.720431 loss_bbox: 0.141811 loss_giou: 0.566046 loss_class_aux: 2.284385 loss_bbox_aux: 0.473778 loss_giou_aux: 1.783088 loss_class_dn: 0.369835 loss_bbox_dn: 0.140960 loss_giou_dn: 0.464250 loss_class_aux_dn: 0.828744 loss_bbox_aux_dn: 0.367806 loss_giou_aux_dn: 1.114954 loss: 9.288028 eta: 28 days, 14:33:42 batch_cost: 0.6016 data_cost: 0.0008 ips: 13.2975 images/s
[08/18 05:28:35] ppdet.engine INFO: Epoch: [6] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.787497 loss_bbox: 0.138979 loss_giou: 0.582353 loss_class_aux: 2.453004 loss_bbox_aux: 0.466448 loss_giou_aux: 1.867182 loss_class_dn: 0.393546 loss_bbox_dn: 0.140394 loss_giou_dn: 0.486072 loss_class_aux_dn: 0.868519 loss_bbox_aux_dn: 0.358142 loss_giou_aux_dn: 1.159167 loss: 9.879390 eta: 28 days, 14:32:36 batch_cost: 0.7168 data_cost: 0.0579 ips: 11.1615 images/s
[08/18 05:30:54] ppdet.engine INFO: Epoch: [6] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.751692 loss_bbox: 0.129959 loss_giou: 0.535812 loss_class_aux: 2.352047 loss_bbox_aux: 0.443906 loss_giou_aux: 1.688589 loss_class_dn: 0.369883 loss_bbox_dn: 0.142073 loss_giou_dn: 0.438343 loss_class_aux_dn: 0.825537 loss_bbox_aux_dn: 0.371475 loss_giou_aux_dn: 1.050256 loss: 9.114119 eta: 28 days, 14:28:22 batch_cost: 0.6584 data_cost: 0.0222 ips: 12.1513 images/s
[08/18 05:33:37] ppdet.engine INFO: Epoch: [6] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.759364 loss_bbox: 0.142220 loss_giou: 0.564454 loss_class_aux: 2.399247 loss_bbox_aux: 0.471691 loss_giou_aux: 1.860572 loss_class_dn: 0.388661 loss_bbox_dn: 0.147563 loss_giou_dn: 0.472858 loss_class_aux_dn: 0.855089 loss_bbox_aux_dn: 0.378456 loss_giou_aux_dn: 1.118724 loss: 9.701369 eta: 28 days, 14:30:40 batch_cost: 0.7804 data_cost: 0.0647 ips: 10.2514 images/s
[08/18 05:36:03] ppdet.engine INFO: Epoch: [6] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.766458 loss_bbox: 0.141404 loss_giou: 0.557925 loss_class_aux: 2.417345 loss_bbox_aux: 0.461205 loss_giou_aux: 1.784494 loss_class_dn: 0.387197 loss_bbox_dn: 0.141594 loss_giou_dn: 0.459991 loss_class_aux_dn: 0.859944 loss_bbox_aux_dn: 0.373306 loss_giou_aux_dn: 1.100616 loss: 9.775204 eta: 28 days, 14:28:13 batch_cost: 0.6918 data_cost: 0.0695 ips: 11.5639 images/s
[08/18 05:38:20] ppdet.engine INFO: Epoch: [6] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.785154 loss_bbox: 0.141388 loss_giou: 0.597531 loss_class_aux: 2.430349 loss_bbox_aux: 0.464456 loss_giou_aux: 1.887138 loss_class_dn: 0.382407 loss_bbox_dn: 0.145267 loss_giou_dn: 0.479306 loss_class_aux_dn: 0.863400 loss_bbox_aux_dn: 0.374938 loss_giou_aux_dn: 1.137197 loss: 9.762289 eta: 28 days, 14:23:02 batch_cost: 0.6406 data_cost: 0.0230 ips: 12.4884 images/s
[08/18 05:40:55] ppdet.engine INFO: Epoch: [6] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.754344 loss_bbox: 0.140857 loss_giou: 0.571136 loss_class_aux: 2.375815 loss_bbox_aux: 0.475425 loss_giou_aux: 1.832425 loss_class_dn: 0.378174 loss_bbox_dn: 0.154956 loss_giou_dn: 0.466430 loss_class_aux_dn: 0.839767 loss_bbox_aux_dn: 0.391556 loss_giou_aux_dn: 1.120331 loss: 9.639875 eta: 28 days, 14:23:04 batch_cost: 0.7380 data_cost: 0.0012 ips: 10.8406 images/s
[08/18 05:43:15] ppdet.engine INFO: Epoch: [6] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.779924 loss_bbox: 0.143067 loss_giou: 0.579487 loss_class_aux: 2.450754 loss_bbox_aux: 0.484603 loss_giou_aux: 1.892577 loss_class_dn: 0.382698 loss_bbox_dn: 0.147431 loss_giou_dn: 0.466379 loss_class_aux_dn: 0.856246 loss_bbox_aux_dn: 0.386033 loss_giou_aux_dn: 1.109604 loss: 9.819132 eta: 28 days, 14:18:48 batch_cost: 0.6578 data_cost: 0.0008 ips: 12.1626 images/s
[08/18 05:45:53] ppdet.engine INFO: Epoch: [6] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.778055 loss_bbox: 0.144831 loss_giou: 0.576955 loss_class_aux: 2.392067 loss_bbox_aux: 0.485398 loss_giou_aux: 1.823057 loss_class_dn: 0.389043 loss_bbox_dn: 0.140879 loss_giou_dn: 0.467635 loss_class_aux_dn: 0.862397 loss_bbox_aux_dn: 0.363398 loss_giou_aux_dn: 1.108440 loss: 9.718312 eta: 28 days, 14:19:29 batch_cost: 0.7503 data_cost: 0.0157 ips: 10.6625 images/s
[08/18 05:48:11] ppdet.engine INFO: Epoch: [6] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.772947 loss_bbox: 0.142540 loss_giou: 0.605594 loss_class_aux: 2.410698 loss_bbox_aux: 0.494316 loss_giou_aux: 1.905449 loss_class_dn: 0.387002 loss_bbox_dn: 0.143927 loss_giou_dn: 0.481291 loss_class_aux_dn: 0.861809 loss_bbox_aux_dn: 0.373598 loss_giou_aux_dn: 1.142765 loss: 9.981433 eta: 28 days, 14:14:53 batch_cost: 0.6515 data_cost: 0.0232 ips: 12.2801 images/s
[08/18 05:50:26] ppdet.engine INFO: Epoch: [6] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.795527 loss_bbox: 0.133869 loss_giou: 0.560108 loss_class_aux: 2.502614 loss_bbox_aux: 0.456573 loss_giou_aux: 1.785203 loss_class_dn: 0.380505 loss_bbox_dn: 0.139337 loss_giou_dn: 0.456006 loss_class_aux_dn: 0.855396 loss_bbox_aux_dn: 0.356781 loss_giou_aux_dn: 1.087016 loss: 9.487298 eta: 28 days, 14:09:29 batch_cost: 0.6360 data_cost: 0.0028 ips: 12.5794 images/s
[08/18 05:52:49] ppdet.engine INFO: Epoch: [6] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.777454 loss_bbox: 0.138914 loss_giou: 0.595690 loss_class_aux: 2.457421 loss_bbox_aux: 0.474191 loss_giou_aux: 1.878631 loss_class_dn: 0.387128 loss_bbox_dn: 0.146903 loss_giou_dn: 0.468751 loss_class_aux_dn: 0.874761 loss_bbox_aux_dn: 0.379339 loss_giou_aux_dn: 1.117490 loss: 9.860316 eta: 28 days, 14:06:12 batch_cost: 0.6758 data_cost: 0.0024 ips: 11.8370 images/s
[08/18 05:55:11] ppdet.engine INFO: Epoch: [6] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.762764 loss_bbox: 0.141875 loss_giou: 0.562648 loss_class_aux: 2.377421 loss_bbox_aux: 0.469389 loss_giou_aux: 1.802902 loss_class_dn: 0.378228 loss_bbox_dn: 0.138567 loss_giou_dn: 0.460226 loss_class_aux_dn: 0.848226 loss_bbox_aux_dn: 0.360891 loss_giou_aux_dn: 1.105909 loss: 9.625577 eta: 28 days, 14:02:52 batch_cost: 0.6751 data_cost: 0.0193 ips: 11.8509 images/s
[08/18 05:57:29] ppdet.engine INFO: Epoch: [6] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.751729 loss_bbox: 0.138996 loss_giou: 0.514014 loss_class_aux: 2.372398 loss_bbox_aux: 0.467740 loss_giou_aux: 1.640298 loss_class_dn: 0.365311 loss_bbox_dn: 0.145160 loss_giou_dn: 0.430743 loss_class_aux_dn: 0.825782 loss_bbox_aux_dn: 0.386115 loss_giou_aux_dn: 1.044604 loss: 9.295503 eta: 28 days, 13:58:11 batch_cost: 0.6495 data_cost: 0.0204 ips: 12.3168 images/s
[08/18 05:59:53] ppdet.engine INFO: Epoch: [6] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.778270 loss_bbox: 0.143935 loss_giou: 0.561652 loss_class_aux: 2.409995 loss_bbox_aux: 0.493049 loss_giou_aux: 1.792362 loss_class_dn: 0.384724 loss_bbox_dn: 0.148434 loss_giou_dn: 0.470044 loss_class_aux_dn: 0.855147 loss_bbox_aux_dn: 0.382888 loss_giou_aux_dn: 1.120037 loss: 9.976000 eta: 28 days, 13:55:24 batch_cost: 0.6852 data_cost: 0.0566 ips: 11.6760 images/s
[08/18 06:02:06] ppdet.engine INFO: Epoch: [6] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.789091 loss_bbox: 0.142288 loss_giou: 0.592190 loss_class_aux: 2.409400 loss_bbox_aux: 0.475729 loss_giou_aux: 1.886850 loss_class_dn: 0.381959 loss_bbox_dn: 0.151746 loss_giou_dn: 0.477496 loss_class_aux_dn: 0.856074 loss_bbox_aux_dn: 0.395012 loss_giou_aux_dn: 1.134567 loss: 9.777693 eta: 28 days, 13:49:21 batch_cost: 0.6233 data_cost: 0.0044 ips: 12.8357 images/s
[08/18 06:04:45] ppdet.engine INFO: Epoch: [6] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.781501 loss_bbox: 0.147509 loss_giou: 0.588654 loss_class_aux: 2.472396 loss_bbox_aux: 0.482962 loss_giou_aux: 1.832336 loss_class_dn: 0.386881 loss_bbox_dn: 0.149785 loss_giou_dn: 0.467176 loss_class_aux_dn: 0.882744 loss_bbox_aux_dn: 0.382839 loss_giou_aux_dn: 1.125770 loss: 9.879509 eta: 28 days, 13:50:25 batch_cost: 0.7582 data_cost: 0.0142 ips: 10.5518 images/s
[08/18 06:06:35] ppdet.engine INFO: Epoch: [6] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.770214 loss_bbox: 0.145248 loss_giou: 0.580499 loss_class_aux: 2.457494 loss_bbox_aux: 0.489924 loss_giou_aux: 1.843749 loss_class_dn: 0.389175 loss_bbox_dn: 0.149273 loss_giou_dn: 0.465422 loss_class_aux_dn: 0.863179 loss_bbox_aux_dn: 0.393816 loss_giou_aux_dn: 1.110061 loss: 9.944160 eta: 28 days, 13:38:40 batch_cost: 0.5154 data_cost: 0.0035 ips: 15.5218 images/s
[08/18 06:08:50] ppdet.engine INFO: Epoch: [6] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.766351 loss_bbox: 0.140151 loss_giou: 0.548022 loss_class_aux: 2.404119 loss_bbox_aux: 0.458417 loss_giou_aux: 1.749506 loss_class_dn: 0.379174 loss_bbox_dn: 0.142568 loss_giou_dn: 0.450719 loss_class_aux_dn: 0.852020 loss_bbox_aux_dn: 0.363203 loss_giou_aux_dn: 1.082971 loss: 9.532507 eta: 28 days, 13:33:28 batch_cost: 0.6391 data_cost: 0.0378 ips: 12.5168 images/s
[08/18 06:11:13] ppdet.engine INFO: Epoch: [6] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.772147 loss_bbox: 0.137720 loss_giou: 0.559858 loss_class_aux: 2.377727 loss_bbox_aux: 0.470007 loss_giou_aux: 1.775318 loss_class_dn: 0.374716 loss_bbox_dn: 0.138854 loss_giou_dn: 0.455590 loss_class_aux_dn: 0.836436 loss_bbox_aux_dn: 0.373373 loss_giou_aux_dn: 1.093095 loss: 9.588749 eta: 28 days, 13:30:13 batch_cost: 0.6759 data_cost: 0.0172 ips: 11.8369 images/s
[08/18 06:14:44] ppdet.engine INFO: Epoch: [6] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.778141 loss_bbox: 0.142148 loss_giou: 0.567904 loss_class_aux: 2.410266 loss_bbox_aux: 0.469838 loss_giou_aux: 1.813935 loss_class_dn: 0.387236 loss_bbox_dn: 0.139245 loss_giou_dn: 0.468251 loss_class_aux_dn: 0.853846 loss_bbox_aux_dn: 0.341116 loss_giou_aux_dn: 1.095002 loss: 9.707032 eta: 28 days, 13:44:53 batch_cost: 1.0165 data_cost: 0.2401 ips: 7.8703 images/s
[08/18 06:17:22] ppdet.engine INFO: Epoch: [6] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.751377 loss_bbox: 0.136120 loss_giou: 0.558703 loss_class_aux: 2.335772 loss_bbox_aux: 0.444559 loss_giou_aux: 1.800894 loss_class_dn: 0.375857 loss_bbox_dn: 0.140595 loss_giou_dn: 0.469733 loss_class_aux_dn: 0.849465 loss_bbox_aux_dn: 0.365129 loss_giou_aux_dn: 1.106365 loss: 9.393321 eta: 28 days, 13:45:39 batch_cost: 0.7525 data_cost: 0.0008 ips: 10.6315 images/s
[08/18 06:19:46] ppdet.engine INFO: Epoch: [6] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.811346 loss_bbox: 0.143538 loss_giou: 0.586738 loss_class_aux: 2.522061 loss_bbox_aux: 0.476802 loss_giou_aux: 1.852158 loss_class_dn: 0.391320 loss_bbox_dn: 0.145583 loss_giou_dn: 0.483881 loss_class_aux_dn: 0.881549 loss_bbox_aux_dn: 0.374241 loss_giou_aux_dn: 1.156513 loss: 10.059485 eta: 28 days, 13:42:50 batch_cost: 0.6848 data_cost: 0.0300 ips: 11.6825 images/s
[08/18 06:21:57] ppdet.engine INFO: Epoch: [6] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.771016 loss_bbox: 0.138588 loss_giou: 0.613710 loss_class_aux: 2.444652 loss_bbox_aux: 0.460577 loss_giou_aux: 1.943783 loss_class_dn: 0.379731 loss_bbox_dn: 0.139171 loss_giou_dn: 0.473902 loss_class_aux_dn: 0.851732 loss_bbox_aux_dn: 0.363410 loss_giou_aux_dn: 1.114397 loss: 9.631685 eta: 28 days, 13:36:30 batch_cost: 0.6174 data_cost: 0.0047 ips: 12.9578 images/s
[08/18 06:24:27] ppdet.engine INFO: Epoch: [6] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.742917 loss_bbox: 0.137778 loss_giou: 0.559785 loss_class_aux: 2.337961 loss_bbox_aux: 0.466766 loss_giou_aux: 1.805244 loss_class_dn: 0.374627 loss_bbox_dn: 0.141761 loss_giou_dn: 0.466856 loss_class_aux_dn: 0.837131 loss_bbox_aux_dn: 0.365102 loss_giou_aux_dn: 1.107130 loss: 9.662964 eta: 28 days, 13:34:56 batch_cost: 0.7085 data_cost: 0.0020 ips: 11.2922 images/s
[08/18 06:26:47] ppdet.engine INFO: Epoch: [6] [10000/54024] learning_rate: 0.000100 loss_class: 0.767113 loss_bbox: 0.141024 loss_giou: 0.572334 loss_class_aux: 2.413164 loss_bbox_aux: 0.473907 loss_giou_aux: 1.793065 loss_class_dn: 0.389203 loss_bbox_dn: 0.136595 loss_giou_dn: 0.484776 loss_class_aux_dn: 0.864503 loss_bbox_aux_dn: 0.356443 loss_giou_aux_dn: 1.148690 loss: 9.917398 eta: 28 days, 13:30:48 batch_cost: 0.6595 data_cost: 0.0220 ips: 12.1298 images/s
[08/18 06:29:38] ppdet.engine INFO: Epoch: [6] [10200/54024] learning_rate: 0.000100 loss_class: 0.796228 loss_bbox: 0.149215 loss_giou: 0.616270 loss_class_aux: 2.491117 loss_bbox_aux: 0.497039 loss_giou_aux: 1.979456 loss_class_dn: 0.406227 loss_bbox_dn: 0.152874 loss_giou_dn: 0.495510 loss_class_aux_dn: 0.899462 loss_bbox_aux_dn: 0.389417 loss_giou_aux_dn: 1.178109 loss: 10.130690 eta: 28 days, 13:35:03 batch_cost: 0.8192 data_cost: 0.0431 ips: 9.7658 images/s
[08/18 06:32:02] ppdet.engine INFO: Epoch: [6] [10400/54024] learning_rate: 0.000100 loss_class: 0.782382 loss_bbox: 0.137439 loss_giou: 0.577254 loss_class_aux: 2.400753 loss_bbox_aux: 0.458836 loss_giou_aux: 1.853474 loss_class_dn: 0.387084 loss_bbox_dn: 0.138832 loss_giou_dn: 0.470609 loss_class_aux_dn: 0.869735 loss_bbox_aux_dn: 0.355610 loss_giou_aux_dn: 1.114962 loss: 9.677627 eta: 28 days, 13:32:07 batch_cost: 0.6825 data_cost: 0.0564 ips: 11.7214 images/s
[08/18 06:34:09] ppdet.engine INFO: Epoch: [6] [10600/54024] learning_rate: 0.000100 loss_class: 0.775493 loss_bbox: 0.138884 loss_giou: 0.622197 loss_class_aux: 2.475317 loss_bbox_aux: 0.464619 loss_giou_aux: 1.994440 loss_class_dn: 0.389752 loss_bbox_dn: 0.140345 loss_giou_dn: 0.481936 loss_class_aux_dn: 0.873391 loss_bbox_aux_dn: 0.364540 loss_giou_aux_dn: 1.158289 loss: 9.855109 eta: 28 days, 13:24:46 batch_cost: 0.5976 data_cost: 0.0280 ips: 13.3863 images/s
[08/18 06:36:14] ppdet.engine INFO: Epoch: [6] [10800/54024] learning_rate: 0.000100 loss_class: 0.755781 loss_bbox: 0.134600 loss_giou: 0.564747 loss_class_aux: 2.380685 loss_bbox_aux: 0.462960 loss_giou_aux: 1.819337 loss_class_dn: 0.384376 loss_bbox_dn: 0.147150 loss_giou_dn: 0.461063 loss_class_aux_dn: 0.845350 loss_bbox_aux_dn: 0.370267 loss_giou_aux_dn: 1.104223 loss: 9.431207 eta: 28 days, 13:16:48 batch_cost: 0.5861 data_cost: 0.0008 ips: 13.6506 images/s
[08/18 06:37:59] ppdet.data.transform.operators WARNING: The actual image height: 1024 is not equal to the height: 768.0 in annotation, and update sample['h'] by actual image height.
[08/18 06:37:59] ppdet.data.transform.operators WARNING: The actual image width: 768 is not equal to the width: 1024.0 in annotation, and update sample['w'] by actual image width.
[08/18 06:38:32] ppdet.engine INFO: Epoch: [6] [11000/54024] learning_rate: 0.000100 loss_class: 0.748365 loss_bbox: 0.136862 loss_giou: 0.567989 loss_class_aux: 2.329005 loss_bbox_aux: 0.468621 loss_giou_aux: 1.822386 loss_class_dn: 0.376173 loss_bbox_dn: 0.140332 loss_giou_dn: 0.473830 loss_class_aux_dn: 0.830443 loss_bbox_aux_dn: 0.359841 loss_giou_aux_dn: 1.119287 loss: 9.652621 eta: 28 days, 13:12:07 batch_cost: 0.6485 data_cost: 0.0247 ips: 12.3368 images/s
[08/18 06:40:59] ppdet.engine INFO: Epoch: [6] [11200/54024] learning_rate: 0.000100 loss_class: 0.745565 loss_bbox: 0.137487 loss_giou: 0.547691 loss_class_aux: 2.340541 loss_bbox_aux: 0.465550 loss_giou_aux: 1.739166 loss_class_dn: 0.363676 loss_bbox_dn: 0.134622 loss_giou_dn: 0.441984 loss_class_aux_dn: 0.817416 loss_bbox_aux_dn: 0.354650 loss_giou_aux_dn: 1.047185 loss: 9.202642 eta: 28 days, 13:10:06 batch_cost: 0.6998 data_cost: 0.0078 ips: 11.4320 images/s
[08/18 06:43:19] ppdet.engine INFO: Epoch: [6] [11400/54024] learning_rate: 0.000100 loss_class: 0.754104 loss_bbox: 0.136289 loss_giou: 0.589328 loss_class_aux: 2.388494 loss_bbox_aux: 0.463418 loss_giou_aux: 1.853145 loss_class_dn: 0.372557 loss_bbox_dn: 0.139138 loss_giou_dn: 0.471485 loss_class_aux_dn: 0.836285 loss_bbox_aux_dn: 0.360192 loss_giou_aux_dn: 1.099152 loss: 9.627123 eta: 28 days, 13:06:11 batch_cost: 0.6630 data_cost: 0.0008 ips: 12.0672 images/s
[08/18 06:45:41] ppdet.engine INFO: Epoch: [6] [11600/54024] learning_rate: 0.000100 loss_class: 0.732700 loss_bbox: 0.132187 loss_giou: 0.534813 loss_class_aux: 2.291961 loss_bbox_aux: 0.449279 loss_giou_aux: 1.690124 loss_class_dn: 0.363351 loss_bbox_dn: 0.144116 loss_giou_dn: 0.440718 loss_class_aux_dn: 0.813944 loss_bbox_aux_dn: 0.374786 loss_giou_aux_dn: 1.056813 loss: 9.254329 eta: 28 days, 13:02:35 batch_cost: 0.6692 data_cost: 0.0323 ips: 11.9550 images/s
[08/18 06:48:05] ppdet.engine INFO: Epoch: [6] [11800/54024] learning_rate: 0.000100 loss_class: 0.764740 loss_bbox: 0.134121 loss_giou: 0.526273 loss_class_aux: 2.376681 loss_bbox_aux: 0.453288 loss_giou_aux: 1.679632 loss_class_dn: 0.367423 loss_bbox_dn: 0.143062 loss_giou_dn: 0.448523 loss_class_aux_dn: 0.823380 loss_bbox_aux_dn: 0.361238 loss_giou_aux_dn: 1.076486 loss: 9.282027 eta: 28 days, 12:59:38 batch_cost: 0.6818 data_cost: 0.0637 ips: 11.7338 images/s
[08/18 06:50:41] ppdet.engine INFO: Epoch: [6] [12000/54024] learning_rate: 0.000100 loss_class: 0.744384 loss_bbox: 0.132689 loss_giou: 0.562638 loss_class_aux: 2.335137 loss_bbox_aux: 0.455496 loss_giou_aux: 1.813886 loss_class_dn: 0.371373 loss_bbox_dn: 0.140996 loss_giou_dn: 0.457967 loss_class_aux_dn: 0.835797 loss_bbox_aux_dn: 0.369749 loss_giou_aux_dn: 1.080187 loss: 9.376181 eta: 28 days, 12:59:42 batch_cost: 0.7397 data_cost: 0.0053 ips: 10.8145 images/s
[08/18 06:52:59] ppdet.engine INFO: Epoch: [6] [12200/54024] learning_rate: 0.000100 loss_class: 0.761637 loss_bbox: 0.146697 loss_giou: 0.541104 loss_class_aux: 2.391375 loss_bbox_aux: 0.493410 loss_giou_aux: 1.737615 loss_class_dn: 0.376709 loss_bbox_dn: 0.151669 loss_giou_dn: 0.449737 loss_class_aux_dn: 0.843711 loss_bbox_aux_dn: 0.397496 loss_giou_aux_dn: 1.052031 loss: 9.539564 eta: 28 days, 12:55:20 batch_cost: 0.6543 data_cost: 0.0325 ips: 12.2261 images/s
[08/18 06:55:19] ppdet.engine INFO: Epoch: [6] [12400/54024] learning_rate: 0.000100 loss_class: 0.737192 loss_bbox: 0.134272 loss_giou: 0.557589 loss_class_aux: 2.330171 loss_bbox_aux: 0.449714 loss_giou_aux: 1.793708 loss_class_dn: 0.366847 loss_bbox_dn: 0.138290 loss_giou_dn: 0.442412 loss_class_aux_dn: 0.822820 loss_bbox_aux_dn: 0.356791 loss_giou_aux_dn: 1.067135 loss: 9.342544 eta: 28 days, 12:51:15 batch_cost: 0.6597 data_cost: 0.0444 ips: 12.1272 images/s
[08/18 06:57:48] ppdet.engine INFO: Epoch: [6] [12600/54024] learning_rate: 0.000100 loss_class: 0.775800 loss_bbox: 0.140000 loss_giou: 0.567810 loss_class_aux: 2.432970 loss_bbox_aux: 0.465086 loss_giou_aux: 1.812094 loss_class_dn: 0.381588 loss_bbox_dn: 0.141239 loss_giou_dn: 0.466384 loss_class_aux_dn: 0.851348 loss_bbox_aux_dn: 0.354203 loss_giou_aux_dn: 1.112237 loss: 9.661692 eta: 28 days, 12:49:39 batch_cost: 0.7078 data_cost: 0.0073 ips: 11.3020 images/s
[08/18 06:59:56] ppdet.engine INFO: Epoch: [6] [12800/54024] learning_rate: 0.000100 loss_class: 0.783682 loss_bbox: 0.140370 loss_giou: 0.582986 loss_class_aux: 2.421841 loss_bbox_aux: 0.470215 loss_giou_aux: 1.854834 loss_class_dn: 0.381964 loss_bbox_dn: 0.144576 loss_giou_dn: 0.468575 loss_class_aux_dn: 0.848045 loss_bbox_aux_dn: 0.372189 loss_giou_aux_dn: 1.117394 loss: 9.723347 eta: 28 days, 12:42:32 batch_cost: 0.6008 data_cost: 0.0052 ips: 13.3154 images/s
[08/18 07:02:16] ppdet.engine INFO: Epoch: [6] [13000/54024] learning_rate: 0.000100 loss_class: 0.760362 loss_bbox: 0.144182 loss_giou: 0.586472 loss_class_aux: 2.361877 loss_bbox_aux: 0.490694 loss_giou_aux: 1.847777 loss_class_dn: 0.389482 loss_bbox_dn: 0.142646 loss_giou_dn: 0.482660 loss_class_aux_dn: 0.861901 loss_bbox_aux_dn: 0.366606 loss_giou_aux_dn: 1.137014 loss: 9.997687 eta: 28 days, 12:38:40 batch_cost: 0.6639 data_cost: 0.0151 ips: 12.0504 images/s
[08/18 07:04:42] ppdet.engine INFO: Epoch: [6] [13200/54024] learning_rate: 0.000100 loss_class: 0.772339 loss_bbox: 0.138916 loss_giou: 0.563887 loss_class_aux: 2.457422 loss_bbox_aux: 0.460199 loss_giou_aux: 1.794746 loss_class_dn: 0.381106 loss_bbox_dn: 0.144759 loss_giou_dn: 0.462040 loss_class_aux_dn: 0.854503 loss_bbox_aux_dn: 0.375154 loss_giou_aux_dn: 1.091855 loss: 9.606484 eta: 28 days, 12:36:18 batch_cost: 0.6928 data_cost: 0.0029 ips: 11.5471 images/s
[08/18 07:07:14] ppdet.engine INFO: Epoch: [6] [13400/54024] learning_rate: 0.000100 loss_class: 0.784505 loss_bbox: 0.143929 loss_giou: 0.552918 loss_class_aux: 2.435204 loss_bbox_aux: 0.470480 loss_giou_aux: 1.769565 loss_class_dn: 0.378715 loss_bbox_dn: 0.148090 loss_giou_dn: 0.462723 loss_class_aux_dn: 0.837184 loss_bbox_aux_dn: 0.369250 loss_giou_aux_dn: 1.094681 loss: 9.519436 eta: 28 days, 12:35:22 batch_cost: 0.7204 data_cost: 0.0274 ips: 11.1052 images/s
[08/18 07:09:47] ppdet.engine INFO: Epoch: [6] [13600/54024] learning_rate: 0.000100 loss_class: 0.774385 loss_bbox: 0.141419 loss_giou: 0.591861 loss_class_aux: 2.450006 loss_bbox_aux: 0.480913 loss_giou_aux: 1.856863 loss_class_dn: 0.387691 loss_bbox_dn: 0.153544 loss_giou_dn: 0.470561 loss_class_aux_dn: 0.855537 loss_bbox_aux_dn: 0.390300 loss_giou_aux_dn: 1.117531 loss: 9.719810 eta: 28 days, 12:34:42 batch_cost: 0.7257 data_cost: 0.0017 ips: 11.0242 images/s
[08/18 07:12:23] ppdet.engine INFO: Epoch: [6] [13800/54024] learning_rate: 0.000100 loss_class: 0.775123 loss_bbox: 0.146884 loss_giou: 0.597939 loss_class_aux: 2.425632 loss_bbox_aux: 0.485768 loss_giou_aux: 1.897634 loss_class_dn: 0.391591 loss_bbox_dn: 0.150257 loss_giou_dn: 0.476753 loss_class_aux_dn: 0.870609 loss_bbox_aux_dn: 0.392345 loss_giou_aux_dn: 1.118848 loss: 9.792097 eta: 28 days, 12:35:05 batch_cost: 0.7462 data_cost: 0.0226 ips: 10.7204 images/s
[08/18 07:14:57] ppdet.engine INFO: Epoch: [6] [14000/54024] learning_rate: 0.000100 loss_class: 0.809143 loss_bbox: 0.146998 loss_giou: 0.609379 loss_class_aux: 2.545503 loss_bbox_aux: 0.497443 loss_giou_aux: 1.938591 loss_class_dn: 0.396968 loss_bbox_dn: 0.143380 loss_giou_dn: 0.479304 loss_class_aux_dn: 0.897499 loss_bbox_aux_dn: 0.363986 loss_giou_aux_dn: 1.165090 loss: 10.177649 eta: 28 days, 12:34:34 batch_cost: 0.7287 data_cost: 0.1226 ips: 10.9781 images/s
[08/18 07:17:14] ppdet.engine INFO: Epoch: [6] [14200/54024] learning_rate: 0.000100 loss_class: 0.770958 loss_bbox: 0.147552 loss_giou: 0.582650 loss_class_aux: 2.416205 loss_bbox_aux: 0.496512 loss_giou_aux: 1.856002 loss_class_dn: 0.375487 loss_bbox_dn: 0.146793 loss_giou_dn: 0.469326 loss_class_aux_dn: 0.846535 loss_bbox_aux_dn: 0.377247 loss_giou_aux_dn: 1.115663 loss: 9.670676 eta: 28 days, 12:29:47 batch_cost: 0.6460 data_cost: 0.0508 ips: 12.3848 images/s
[08/18 07:19:47] ppdet.engine INFO: Epoch: [6] [14400/54024] learning_rate: 0.000100 loss_class: 0.788893 loss_bbox: 0.146468 loss_giou: 0.568440 loss_class_aux: 2.489362 loss_bbox_aux: 0.475094 loss_giou_aux: 1.809009 loss_class_dn: 0.386549 loss_bbox_dn: 0.142407 loss_giou_dn: 0.469061 loss_class_aux_dn: 0.867153 loss_bbox_aux_dn: 0.364422 loss_giou_aux_dn: 1.132882 loss: 9.649254 eta: 28 days, 12:29:03 batch_cost: 0.7246 data_cost: 0.0351 ips: 11.0412 images/s
[08/18 07:21:59] ppdet.engine INFO: Epoch: [6] [14600/54024] learning_rate: 0.000100 loss_class: 0.758252 loss_bbox: 0.136573 loss_giou: 0.573598 loss_class_aux: 2.408914 loss_bbox_aux: 0.468164 loss_giou_aux: 1.832573 loss_class_dn: 0.386943 loss_bbox_dn: 0.142502 loss_giou_dn: 0.467409 loss_class_aux_dn: 0.859145 loss_bbox_aux_dn: 0.370691 loss_giou_aux_dn: 1.104693 loss: 9.520349 eta: 28 days, 12:23:11 batch_cost: 0.6246 data_cost: 0.0165 ips: 12.8080 images/s
[08/18 07:24:06] ppdet.engine INFO: Epoch: [6] [14800/54024] learning_rate: 0.000100 loss_class: 0.808586 loss_bbox: 0.141843 loss_giou: 0.584772 loss_class_aux: 2.507736 loss_bbox_aux: 0.476708 loss_giou_aux: 1.857606 loss_class_dn: 0.391963 loss_bbox_dn: 0.145769 loss_giou_dn: 0.481124 loss_class_aux_dn: 0.888539 loss_bbox_aux_dn: 0.388114 loss_giou_aux_dn: 1.141310 loss: 9.883608 eta: 28 days, 12:16:02 batch_cost: 0.5994 data_cost: 0.0044 ips: 13.3460 images/s
[08/18 07:26:28] ppdet.engine INFO: Epoch: [6] [15000/54024] learning_rate: 0.000100 loss_class: 0.770095 loss_bbox: 0.141567 loss_giou: 0.567211 loss_class_aux: 2.411778 loss_bbox_aux: 0.468107 loss_giou_aux: 1.808303 loss_class_dn: 0.378769 loss_bbox_dn: 0.143301 loss_giou_dn: 0.461941 loss_class_aux_dn: 0.846498 loss_bbox_aux_dn: 0.369107 loss_giou_aux_dn: 1.093541 loss: 9.509989 eta: 28 days, 12:12:30 batch_cost: 0.6702 data_cost: 0.0008 ips: 11.9369 images/s
[08/18 07:29:22] ppdet.engine INFO: Epoch: [6] [15200/54024] learning_rate: 0.000100 loss_class: 0.754148 loss_bbox: 0.136996 loss_giou: 0.545863 loss_class_aux: 2.389544 loss_bbox_aux: 0.451831 loss_giou_aux: 1.763204 loss_class_dn: 0.380882 loss_bbox_dn: 0.143427 loss_giou_dn: 0.455914 loss_class_aux_dn: 0.841823 loss_bbox_aux_dn: 0.368575 loss_giou_aux_dn: 1.093321 loss: 9.441990 eta: 28 days, 12:17:04 batch_cost: 0.8279 data_cost: 0.0838 ips: 9.6626 images/s
[08/18 07:31:57] ppdet.engine INFO: Epoch: [6] [15400/54024] learning_rate: 0.000100 loss_class: 0.777445 loss_bbox: 0.146236 loss_giou: 0.581051 loss_class_aux: 2.436341 loss_bbox_aux: 0.488843 loss_giou_aux: 1.859509 loss_class_dn: 0.385719 loss_bbox_dn: 0.150697 loss_giou_dn: 0.467107 loss_class_aux_dn: 0.848475 loss_bbox_aux_dn: 0.382203 loss_giou_aux_dn: 1.103837 loss: 9.557945 eta: 28 days, 12:17:04 batch_cost: 0.7391 data_cost: 0.0867 ips: 10.8243 images/s
[08/18 07:34:09] ppdet.engine INFO: Epoch: [6] [15600/54024] learning_rate: 0.000100 loss_class: 0.795383 loss_bbox: 0.146125 loss_giou: 0.592857 loss_class_aux: 2.476850 loss_bbox_aux: 0.482778 loss_giou_aux: 1.880353 loss_class_dn: 0.393056 loss_bbox_dn: 0.145508 loss_giou_dn: 0.495593 loss_class_aux_dn: 0.889584 loss_bbox_aux_dn: 0.383969 loss_giou_aux_dn: 1.181174 loss: 10.059185 eta: 28 days, 12:11:02 batch_cost: 0.6212 data_cost: 0.0407 ips: 12.8773 images/s
[08/18 07:36:47] ppdet.engine INFO: Epoch: [6] [15800/54024] learning_rate: 0.000100 loss_class: 0.748448 loss_bbox: 0.136517 loss_giou: 0.580992 loss_class_aux: 2.340769 loss_bbox_aux: 0.455150 loss_giou_aux: 1.884090 loss_class_dn: 0.375014 loss_bbox_dn: 0.141388 loss_giou_dn: 0.464576 loss_class_aux_dn: 0.843367 loss_bbox_aux_dn: 0.367908 loss_giou_aux_dn: 1.133142 loss: 9.556447 eta: 28 days, 12:11:32 batch_cost: 0.7488 data_cost: 0.0856 ips: 10.6840 images/s
[08/18 07:38:58] ppdet.engine INFO: Epoch: [6] [16000/54024] learning_rate: 0.000100 loss_class: 0.816735 loss_bbox: 0.144184 loss_giou: 0.607844 loss_class_aux: 2.519675 loss_bbox_aux: 0.479602 loss_giou_aux: 1.911285 loss_class_dn: 0.403861 loss_bbox_dn: 0.150080 loss_giou_dn: 0.490553 loss_class_aux_dn: 0.891536 loss_bbox_aux_dn: 0.379456 loss_giou_aux_dn: 1.170452 loss: 10.249207 eta: 28 days, 12:05:12 batch_cost: 0.6152 data_cost: 0.1253 ips: 13.0047 images/s
[08/18 07:41:12] ppdet.engine INFO: Epoch: [6] [16200/54024] learning_rate: 0.000100 loss_class: 0.785489 loss_bbox: 0.138540 loss_giou: 0.557996 loss_class_aux: 2.427738 loss_bbox_aux: 0.465011 loss_giou_aux: 1.808449 loss_class_dn: 0.376556 loss_bbox_dn: 0.142227 loss_giou_dn: 0.464979 loss_class_aux_dn: 0.848396 loss_bbox_aux_dn: 0.369195 loss_giou_aux_dn: 1.091074 loss: 9.604118 eta: 28 days, 11:59:51 batch_cost: 0.6339 data_cost: 0.0280 ips: 12.6193 images/s
[08/18 07:43:59] ppdet.engine INFO: Epoch: [6] [16400/54024] learning_rate: 0.000100 loss_class: 0.749955 loss_bbox: 0.134824 loss_giou: 0.572892 loss_class_aux: 2.361485 loss_bbox_aux: 0.450636 loss_giou_aux: 1.838739 loss_class_dn: 0.378568 loss_bbox_dn: 0.146184 loss_giou_dn: 0.457380 loss_class_aux_dn: 0.843065 loss_bbox_aux_dn: 0.377521 loss_giou_aux_dn: 1.078821 loss: 9.669695 eta: 28 days, 12:02:49 batch_cost: 0.7976 data_cost: 0.0104 ips: 10.0298 images/s
[08/18 07:46:30] ppdet.engine INFO: Epoch: [6] [16600/54024] learning_rate: 0.000100 loss_class: 0.813106 loss_bbox: 0.144771 loss_giou: 0.613900 loss_class_aux: 2.547760 loss_bbox_aux: 0.487506 loss_giou_aux: 1.950969 loss_class_dn: 0.401269 loss_bbox_dn: 0.142862 loss_giou_dn: 0.492649 loss_class_aux_dn: 0.903612 loss_bbox_aux_dn: 0.363541 loss_giou_aux_dn: 1.156170 loss: 10.036048 eta: 28 days, 12:01:46 batch_cost: 0.7186 data_cost: 0.0772 ips: 11.1331 images/s
[08/18 07:48:40] ppdet.engine INFO: Epoch: [6] [16800/54024] learning_rate: 0.000100 loss_class: 0.796891 loss_bbox: 0.141883 loss_giou: 0.605995 loss_class_aux: 2.497183 loss_bbox_aux: 0.469378 loss_giou_aux: 1.907734 loss_class_dn: 0.391700 loss_bbox_dn: 0.141850 loss_giou_dn: 0.490291 loss_class_aux_dn: 0.873819 loss_bbox_aux_dn: 0.363354 loss_giou_aux_dn: 1.162856 loss: 10.006040 eta: 28 days, 11:55:10 batch_cost: 0.6094 data_cost: 0.0346 ips: 13.1275 images/s
[08/18 07:50:51] ppdet.engine INFO: Epoch: [6] [17000/54024] learning_rate: 0.000100 loss_class: 0.768776 loss_bbox: 0.138597 loss_giou: 0.590972 loss_class_aux: 2.394961 loss_bbox_aux: 0.463302 loss_giou_aux: 1.898681 loss_class_dn: 0.385598 loss_bbox_dn: 0.135359 loss_giou_dn: 0.471553 loss_class_aux_dn: 0.860279 loss_bbox_aux_dn: 0.354363 loss_giou_aux_dn: 1.100807 loss: 9.607734 eta: 28 days, 11:48:51 batch_cost: 0.6150 data_cost: 0.0125 ips: 13.0083 images/s
[08/18 07:53:18] ppdet.engine INFO: Epoch: [6] [17200/54024] learning_rate: 0.000100 loss_class: 0.783300 loss_bbox: 0.146778 loss_giou: 0.573916 loss_class_aux: 2.453970 loss_bbox_aux: 0.488457 loss_giou_aux: 1.819620 loss_class_dn: 0.379877 loss_bbox_dn: 0.145102 loss_giou_dn: 0.469760 loss_class_aux_dn: 0.845100 loss_bbox_aux_dn: 0.376334 loss_giou_aux_dn: 1.122435 loss: 9.707304 eta: 28 days, 11:46:52 batch_cost: 0.7001 data_cost: 0.0562 ips: 11.4265 images/s
[08/18 07:55:35] ppdet.engine INFO: Epoch: [6] [17400/54024] learning_rate: 0.000100 loss_class: 0.775382 loss_bbox: 0.144461 loss_giou: 0.582853 loss_class_aux: 2.431802 loss_bbox_aux: 0.487479 loss_giou_aux: 1.888957 loss_class_dn: 0.390262 loss_bbox_dn: 0.148987 loss_giou_dn: 0.483336 loss_class_aux_dn: 0.861603 loss_bbox_aux_dn: 0.378822 loss_giou_aux_dn: 1.144516 loss: 9.982091 eta: 28 days, 11:42:07 batch_cost: 0.6459 data_cost: 0.0486 ips: 12.3866 images/s
[08/18 07:58:43] ppdet.engine INFO: Epoch: [6] [17600/54024] learning_rate: 0.000100 loss_class: 0.746342 loss_bbox: 0.139200 loss_giou: 0.566010 loss_class_aux: 2.348124 loss_bbox_aux: 0.457941 loss_giou_aux: 1.821407 loss_class_dn: 0.385089 loss_bbox_dn: 0.139886 loss_giou_dn: 0.466151 loss_class_aux_dn: 0.858575 loss_bbox_aux_dn: 0.366704 loss_giou_aux_dn: 1.097856 loss: 9.565099 eta: 28 days, 11:50:22 batch_cost: 0.9022 data_cost: 0.1972 ips: 8.8669 images/s
[08/18 08:00:56] ppdet.engine INFO: Epoch: [6] [17800/54024] learning_rate: 0.000100 loss_class: 0.738924 loss_bbox: 0.141792 loss_giou: 0.557856 loss_class_aux: 2.330467 loss_bbox_aux: 0.465119 loss_giou_aux: 1.755228 loss_class_dn: 0.378357 loss_bbox_dn: 0.136299 loss_giou_dn: 0.445412 loss_class_aux_dn: 0.839952 loss_bbox_aux_dn: 0.357606 loss_giou_aux_dn: 1.058356 loss: 9.498066 eta: 28 days, 11:44:33 batch_cost: 0.6246 data_cost: 0.0257 ips: 12.8092 images/s
[08/18 08:03:19] ppdet.engine INFO: Epoch: [6] [18000/54024] learning_rate: 0.000100 loss_class: 0.777685 loss_bbox: 0.140892 loss_giou: 0.570512 loss_class_aux: 2.431430 loss_bbox_aux: 0.464776 loss_giou_aux: 1.835352 loss_class_dn: 0.395360 loss_bbox_dn: 0.141639 loss_giou_dn: 0.483586 loss_class_aux_dn: 0.880273 loss_bbox_aux_dn: 0.369177 loss_giou_aux_dn: 1.146084 loss: 9.887887 eta: 28 days, 11:41:31 batch_cost: 0.6795 data_cost: 0.0249 ips: 11.7738 images/s
[08/18 08:05:36] ppdet.engine INFO: Epoch: [6] [18200/54024] learning_rate: 0.000100 loss_class: 0.796023 loss_bbox: 0.140210 loss_giou: 0.603079 loss_class_aux: 2.477131 loss_bbox_aux: 0.468319 loss_giou_aux: 1.934952 loss_class_dn: 0.403861 loss_bbox_dn: 0.134485 loss_giou_dn: 0.482250 loss_class_aux_dn: 0.887473 loss_bbox_aux_dn: 0.355351 loss_giou_aux_dn: 1.161007 loss: 9.968786 eta: 28 days, 11:36:39 batch_cost: 0.6433 data_cost: 0.0477 ips: 12.4364 images/s
[08/18 08:08:21] ppdet.engine INFO: Epoch: [6] [18400/54024] learning_rate: 0.000100 loss_class: 0.776096 loss_bbox: 0.140002 loss_giou: 0.578436 loss_class_aux: 2.425982 loss_bbox_aux: 0.472956 loss_giou_aux: 1.838818 loss_class_dn: 0.383541 loss_bbox_dn: 0.145181 loss_giou_dn: 0.468062 loss_class_aux_dn: 0.860152 loss_bbox_aux_dn: 0.375440 loss_giou_aux_dn: 1.114473 loss: 9.608947 eta: 28 days, 11:39:08 batch_cost: 0.7890 data_cost: 0.0390 ips: 10.1394 images/s
[08/18 08:10:44] ppdet.engine INFO: Epoch: [6] [18600/54024] learning_rate: 0.000100 loss_class: 0.796871 loss_bbox: 0.143789 loss_giou: 0.591297 loss_class_aux: 2.501795 loss_bbox_aux: 0.493770 loss_giou_aux: 1.903454 loss_class_dn: 0.402638 loss_bbox_dn: 0.143248 loss_giou_dn: 0.487497 loss_class_aux_dn: 0.900058 loss_bbox_aux_dn: 0.372605 loss_giou_aux_dn: 1.140458 loss: 9.826870 eta: 28 days, 11:35:59 batch_cost: 0.6772 data_cost: 0.0282 ips: 11.8138 images/s
[08/18 08:13:18] ppdet.engine INFO: Epoch: [6] [18800/54024] learning_rate: 0.000100 loss_class: 0.778676 loss_bbox: 0.144270 loss_giou: 0.624961 loss_class_aux: 2.489138 loss_bbox_aux: 0.476496 loss_giou_aux: 1.977549 loss_class_dn: 0.389614 loss_bbox_dn: 0.147623 loss_giou_dn: 0.498635 loss_class_aux_dn: 0.870575 loss_bbox_aux_dn: 0.387904 loss_giou_aux_dn: 1.175911 loss: 10.119622 eta: 28 days, 11:35:38 batch_cost: 0.7327 data_cost: 0.0673 ips: 10.9192 images/s
[08/18 08:16:06] ppdet.engine INFO: Epoch: [6] [19000/54024] learning_rate: 0.000100 loss_class: 0.751077 loss_bbox: 0.140183 loss_giou: 0.576961 loss_class_aux: 2.385949 loss_bbox_aux: 0.474350 loss_giou_aux: 1.827501 loss_class_dn: 0.374920 loss_bbox_dn: 0.143467 loss_giou_dn: 0.466399 loss_class_aux_dn: 0.841359 loss_bbox_aux_dn: 0.366301 loss_giou_aux_dn: 1.111615 loss: 9.413173 eta: 28 days, 11:38:41 batch_cost: 0.8007 data_cost: 0.0079 ips: 9.9914 images/s
[08/18 08:18:18] ppdet.engine INFO: Epoch: [6] [19200/54024] learning_rate: 0.000100 loss_class: 0.743795 loss_bbox: 0.136358 loss_giou: 0.576394 loss_class_aux: 2.348414 loss_bbox_aux: 0.463402 loss_giou_aux: 1.826033 loss_class_dn: 0.374729 loss_bbox_dn: 0.137835 loss_giou_dn: 0.452199 loss_class_aux_dn: 0.830657 loss_bbox_aux_dn: 0.356692 loss_giou_aux_dn: 1.079190 loss: 9.307933 eta: 28 days, 11:32:58 batch_cost: 0.6260 data_cost: 0.0008 ips: 12.7792 images/s
[08/18 08:20:37] ppdet.engine INFO: Epoch: [6] [19400/54024] learning_rate: 0.000100 loss_class: 0.789532 loss_bbox: 0.142348 loss_giou: 0.600145 loss_class_aux: 2.491741 loss_bbox_aux: 0.484494 loss_giou_aux: 1.915467 loss_class_dn: 0.399617 loss_bbox_dn: 0.143975 loss_giou_dn: 0.487231 loss_class_aux_dn: 0.887494 loss_bbox_aux_dn: 0.369847 loss_giou_aux_dn: 1.154000 loss: 9.969812 eta: 28 days, 11:28:44 batch_cost: 0.6557 data_cost: 0.0256 ips: 12.2014 images/s
[08/18 08:23:29] ppdet.engine INFO: Epoch: [6] [19600/54024] learning_rate: 0.000100 loss_class: 0.795428 loss_bbox: 0.142368 loss_giou: 0.628826 loss_class_aux: 2.498025 loss_bbox_aux: 0.470677 loss_giou_aux: 2.010410 loss_class_dn: 0.400925 loss_bbox_dn: 0.146009 loss_giou_dn: 0.513682 loss_class_aux_dn: 0.892705 loss_bbox_aux_dn: 0.368909 loss_giou_aux_dn: 1.213052 loss: 10.005898 eta: 28 days, 11:32:57 batch_cost: 0.8240 data_cost: 0.0008 ips: 9.7083 images/s
[08/18 08:25:36] ppdet.engine INFO: Epoch: [6] [19800/54024] learning_rate: 0.000100 loss_class: 0.789351 loss_bbox: 0.138460 loss_giou: 0.604548 loss_class_aux: 2.447037 loss_bbox_aux: 0.462451 loss_giou_aux: 1.922770 loss_class_dn: 0.402904 loss_bbox_dn: 0.142681 loss_giou_dn: 0.496987 loss_class_aux_dn: 0.894126 loss_bbox_aux_dn: 0.375755 loss_giou_aux_dn: 1.149490 loss: 9.962933 eta: 28 days, 11:25:45 batch_cost: 0.5966 data_cost: 0.0368 ips: 13.4099 images/s
[08/18 08:27:46] ppdet.engine INFO: Epoch: [6] [20000/54024] learning_rate: 0.000100 loss_class: 0.743867 loss_bbox: 0.133151 loss_giou: 0.543315 loss_class_aux: 2.319869 loss_bbox_aux: 0.436815 loss_giou_aux: 1.746884 loss_class_dn: 0.368080 loss_bbox_dn: 0.132603 loss_giou_dn: 0.452477 loss_class_aux_dn: 0.827755 loss_bbox_aux_dn: 0.338656 loss_giou_aux_dn: 1.074880 loss: 9.336481 eta: 28 days, 11:19:16 batch_cost: 0.6105 data_cost: 0.0244 ips: 13.1051 images/s
[08/18 08:29:55] ppdet.engine INFO: Epoch: [6] [20200/54024] learning_rate: 0.000100 loss_class: 0.754550 loss_bbox: 0.142943 loss_giou: 0.549312 loss_class_aux: 2.402081 loss_bbox_aux: 0.482841 loss_giou_aux: 1.738410 loss_class_dn: 0.376236 loss_bbox_dn: 0.144188 loss_giou_dn: 0.459240 loss_class_aux_dn: 0.853849 loss_bbox_aux_dn: 0.369971 loss_giou_aux_dn: 1.094133 loss: 9.677847 eta: 28 days, 11:12:39 batch_cost: 0.6076 data_cost: 0.0106 ips: 13.1658 images/s
[08/18 08:32:25] ppdet.engine INFO: Epoch: [6] [20400/54024] learning_rate: 0.000100 loss_class: 0.785253 loss_bbox: 0.142123 loss_giou: 0.554398 loss_class_aux: 2.424339 loss_bbox_aux: 0.470480 loss_giou_aux: 1.756141 loss_class_dn: 0.380612 loss_bbox_dn: 0.145378 loss_giou_dn: 0.459373 loss_class_aux_dn: 0.858449 loss_bbox_aux_dn: 0.370925 loss_giou_aux_dn: 1.095326 loss: 9.732805 eta: 28 days, 11:11:15 batch_cost: 0.7122 data_cost: 0.0751 ips: 11.2324 images/s
[08/18 08:34:52] ppdet.engine INFO: Epoch: [6] [20600/54024] learning_rate: 0.000100 loss_class: 0.773855 loss_bbox: 0.141646 loss_giou: 0.660603 loss_class_aux: 2.440788 loss_bbox_aux: 0.468326 loss_giou_aux: 2.110875 loss_class_dn: 0.402603 loss_bbox_dn: 0.139447 loss_giou_dn: 0.514825 loss_class_aux_dn: 0.888953 loss_bbox_aux_dn: 0.357333 loss_giou_aux_dn: 1.220778 loss: 10.125735 eta: 28 days, 11:09:11 batch_cost: 0.6985 data_cost: 0.0283 ips: 11.4526 images/s
[08/18 08:37:13] ppdet.engine INFO: Epoch: [6] [20800/54024] learning_rate: 0.000100 loss_class: 0.800735 loss_bbox: 0.144646 loss_giou: 0.581733 loss_class_aux: 2.449225 loss_bbox_aux: 0.474376 loss_giou_aux: 1.847906 loss_class_dn: 0.389592 loss_bbox_dn: 0.147348 loss_giou_dn: 0.476171 loss_class_aux_dn: 0.872695 loss_bbox_aux_dn: 0.383456 loss_giou_aux_dn: 1.124327 loss: 9.836198 eta: 28 days, 11:05:32 batch_cost: 0.6670 data_cost: 0.0166 ips: 11.9935 images/s
[08/18 08:39:44] ppdet.engine INFO: Epoch: [6] [21000/54024] learning_rate: 0.000100 loss_class: 0.761833 loss_bbox: 0.139242 loss_giou: 0.593939 loss_class_aux: 2.369019 loss_bbox_aux: 0.463885 loss_giou_aux: 1.904664 loss_class_dn: 0.389448 loss_bbox_dn: 0.141378 loss_giou_dn: 0.479895 loss_class_aux_dn: 0.867037 loss_bbox_aux_dn: 0.362214 loss_giou_aux_dn: 1.123741 loss: 9.804046 eta: 28 days, 11:04:21 batch_cost: 0.7163 data_cost: 0.0008 ips: 11.1688 images/s
[08/18 08:41:57] ppdet.engine INFO: Epoch: [6] [21200/54024] learning_rate: 0.000100 loss_class: 0.759204 loss_bbox: 0.139910 loss_giou: 0.540392 loss_class_aux: 2.387323 loss_bbox_aux: 0.474982 loss_giou_aux: 1.739400 loss_class_dn: 0.375213 loss_bbox_dn: 0.141123 loss_giou_dn: 0.450689 loss_class_aux_dn: 0.846874 loss_bbox_aux_dn: 0.365468 loss_giou_aux_dn: 1.080918 loss: 9.400805 eta: 28 days, 10:58:30 batch_cost: 0.6226 data_cost: 0.0010 ips: 12.8486 images/s
[08/18 08:44:10] ppdet.engine INFO: Epoch: [6] [21400/54024] learning_rate: 0.000100 loss_class: 0.809955 loss_bbox: 0.145529 loss_giou: 0.595958 loss_class_aux: 2.505725 loss_bbox_aux: 0.496519 loss_giou_aux: 1.891203 loss_class_dn: 0.395918 loss_bbox_dn: 0.147170 loss_giou_dn: 0.483754 loss_class_aux_dn: 0.874476 loss_bbox_aux_dn: 0.380878 loss_giou_aux_dn: 1.165553 loss: 10.042309 eta: 28 days, 10:53:00 batch_cost: 0.6299 data_cost: 0.0072 ips: 12.7004 images/s
[08/18 08:46:44] ppdet.engine INFO: Epoch: [6] [21600/54024] learning_rate: 0.000100 loss_class: 0.770875 loss_bbox: 0.138828 loss_giou: 0.577485 loss_class_aux: 2.408080 loss_bbox_aux: 0.470442 loss_giou_aux: 1.834040 loss_class_dn: 0.376651 loss_bbox_dn: 0.143329 loss_giou_dn: 0.460977 loss_class_aux_dn: 0.841507 loss_bbox_aux_dn: 0.361145 loss_giou_aux_dn: 1.102498 loss: 9.485527 eta: 28 days, 10:52:34 batch_cost: 0.7315 data_cost: 0.0200 ips: 10.9368 images/s
[08/18 08:49:14] ppdet.engine INFO: Epoch: [6] [21800/54024] learning_rate: 0.000100 loss_class: 0.761987 loss_bbox: 0.131678 loss_giou: 0.567143 loss_class_aux: 2.398373 loss_bbox_aux: 0.453301 loss_giou_aux: 1.800755 loss_class_dn: 0.385898 loss_bbox_dn: 0.143180 loss_giou_dn: 0.462538 loss_class_aux_dn: 0.858430 loss_bbox_aux_dn: 0.365591 loss_giou_aux_dn: 1.091695 loss: 9.864228 eta: 28 days, 10:51:27 batch_cost: 0.7174 data_cost: 0.0134 ips: 11.1508 images/s
[08/18 08:51:29] ppdet.engine INFO: Epoch: [6] [22000/54024] learning_rate: 0.000100 loss_class: 0.765550 loss_bbox: 0.139861 loss_giou: 0.566543 loss_class_aux: 2.385406 loss_bbox_aux: 0.470750 loss_giou_aux: 1.823814 loss_class_dn: 0.376223 loss_bbox_dn: 0.136847 loss_giou_dn: 0.457648 loss_class_aux_dn: 0.852739 loss_bbox_aux_dn: 0.355115 loss_giou_aux_dn: 1.080595 loss: 9.572896 eta: 28 days, 10:46:14 batch_cost: 0.6353 data_cost: 0.0297 ips: 12.5918 images/s
[08/18 08:53:46] ppdet.engine INFO: Epoch: [6] [22200/54024] learning_rate: 0.000100 loss_class: 0.737310 loss_bbox: 0.137495 loss_giou: 0.533152 loss_class_aux: 2.325894 loss_bbox_aux: 0.450368 loss_giou_aux: 1.719703 loss_class_dn: 0.362655 loss_bbox_dn: 0.144633 loss_giou_dn: 0.451835 loss_class_aux_dn: 0.823729 loss_bbox_aux_dn: 0.369249 loss_giou_aux_dn: 1.046212 loss: 8.996639 eta: 28 days, 10:41:30 batch_cost: 0.6447 data_cost: 0.0221 ips: 12.4080 images/s
[08/18 08:56:02] ppdet.engine INFO: Epoch: [6] [22400/54024] learning_rate: 0.000100 loss_class: 0.759329 loss_bbox: 0.139595 loss_giou: 0.570817 loss_class_aux: 2.384254 loss_bbox_aux: 0.473642 loss_giou_aux: 1.840601 loss_class_dn: 0.377538 loss_bbox_dn: 0.139631 loss_giou_dn: 0.468294 loss_class_aux_dn: 0.849156 loss_bbox_aux_dn: 0.358302 loss_giou_aux_dn: 1.122242 loss: 9.673055 eta: 28 days, 10:36:38 batch_cost: 0.6421 data_cost: 0.0110 ips: 12.4593 images/s
[08/18 08:58:36] ppdet.engine INFO: Epoch: [6] [22600/54024] learning_rate: 0.000100 loss_class: 0.757980 loss_bbox: 0.136114 loss_giou: 0.561863 loss_class_aux: 2.375839 loss_bbox_aux: 0.443550 loss_giou_aux: 1.786746 loss_class_dn: 0.382900 loss_bbox_dn: 0.140492 loss_giou_dn: 0.468280 loss_class_aux_dn: 0.849452 loss_bbox_aux_dn: 0.369297 loss_giou_aux_dn: 1.107358 loss: 9.837263 eta: 28 days, 10:36:19 batch_cost: 0.7337 data_cost: 0.0083 ips: 10.9036 images/s
[08/18 09:01:02] ppdet.engine INFO: Epoch: [6] [22800/54024] learning_rate: 0.000100 loss_class: 0.751747 loss_bbox: 0.142942 loss_giou: 0.559605 loss_class_aux: 2.352740 loss_bbox_aux: 0.490228 loss_giou_aux: 1.796446 loss_class_dn: 0.367127 loss_bbox_dn: 0.141651 loss_giou_dn: 0.451960 loss_class_aux_dn: 0.828487 loss_bbox_aux_dn: 0.369677 loss_giou_aux_dn: 1.090576 loss: 9.159292 eta: 28 days, 10:33:59 batch_cost: 0.6931 data_cost: 0.0397 ips: 11.5418 images/s
[08/18 09:03:24] ppdet.engine INFO: Epoch: [6] [23000/54024] learning_rate: 0.000100 loss_class: 0.768020 loss_bbox: 0.142770 loss_giou: 0.545602 loss_class_aux: 2.401921 loss_bbox_aux: 0.475438 loss_giou_aux: 1.765144 loss_class_dn: 0.381899 loss_bbox_dn: 0.143899 loss_giou_dn: 0.460448 loss_class_aux_dn: 0.843757 loss_bbox_aux_dn: 0.378740 loss_giou_aux_dn: 1.103651 loss: 9.563872 eta: 28 days, 10:30:41 batch_cost: 0.6737 data_cost: 0.0372 ips: 11.8753 images/s
[08/18 09:05:50] ppdet.engine INFO: Epoch: [6] [23200/54024] learning_rate: 0.000100 loss_class: 0.777312 loss_bbox: 0.143144 loss_giou: 0.582575 loss_class_aux: 2.423120 loss_bbox_aux: 0.477300 loss_giou_aux: 1.878560 loss_class_dn: 0.391893 loss_bbox_dn: 0.144234 loss_giou_dn: 0.471986 loss_class_aux_dn: 0.858167 loss_bbox_aux_dn: 0.371590 loss_giou_aux_dn: 1.121897 loss: 9.672305 eta: 28 days, 10:28:13 batch_cost: 0.6905 data_cost: 0.0115 ips: 11.5861 images/s
[08/18 09:08:23] ppdet.engine INFO: Epoch: [6] [23400/54024] learning_rate: 0.000100 loss_class: 0.791682 loss_bbox: 0.145134 loss_giou: 0.580660 loss_class_aux: 2.453187 loss_bbox_aux: 0.477192 loss_giou_aux: 1.853562 loss_class_dn: 0.388122 loss_bbox_dn: 0.148891 loss_giou_dn: 0.475560 loss_class_aux_dn: 0.867118 loss_bbox_aux_dn: 0.383248 loss_giou_aux_dn: 1.142163 loss: 9.848019 eta: 28 days, 10:27:31 batch_cost: 0.7261 data_cost: 0.0008 ips: 11.0178 images/s
[08/18 09:10:37] ppdet.engine INFO: Epoch: [6] [23600/54024] learning_rate: 0.000100 loss_class: 0.743796 loss_bbox: 0.140768 loss_giou: 0.542773 loss_class_aux: 2.297793 loss_bbox_aux: 0.482364 loss_giou_aux: 1.739552 loss_class_dn: 0.377983 loss_bbox_dn: 0.142601 loss_giou_dn: 0.446604 loss_class_aux_dn: 0.847723 loss_bbox_aux_dn: 0.372590 loss_giou_aux_dn: 1.084682 loss: 9.693359 eta: 28 days, 10:22:08 batch_cost: 0.6314 data_cost: 0.0297 ips: 12.6710 images/s
[08/18 09:13:23] ppdet.engine INFO: Epoch: [6] [23800/54024] learning_rate: 0.000100 loss_class: 0.787660 loss_bbox: 0.143568 loss_giou: 0.601218 loss_class_aux: 2.426974 loss_bbox_aux: 0.467292 loss_giou_aux: 1.926918 loss_class_dn: 0.388761 loss_bbox_dn: 0.141029 loss_giou_dn: 0.489041 loss_class_aux_dn: 0.865084 loss_bbox_aux_dn: 0.366438 loss_giou_aux_dn: 1.158710 loss: 9.831356 eta: 28 days, 10:24:39 batch_cost: 0.7917 data_cost: 0.0149 ips: 10.1047 images/s
[08/18 09:15:39] ppdet.engine INFO: Epoch: [6] [24000/54024] learning_rate: 0.000100 loss_class: 0.752618 loss_bbox: 0.139914 loss_giou: 0.557548 loss_class_aux: 2.365076 loss_bbox_aux: 0.461131 loss_giou_aux: 1.790280 loss_class_dn: 0.385397 loss_bbox_dn: 0.137524 loss_giou_dn: 0.465143 loss_class_aux_dn: 0.859961 loss_bbox_aux_dn: 0.362833 loss_giou_aux_dn: 1.105030 loss: 9.515447 eta: 28 days, 10:19:46 batch_cost: 0.6412 data_cost: 0.0237 ips: 12.4763 images/s
[08/18 09:18:08] ppdet.engine INFO: Epoch: [6] [24200/54024] learning_rate: 0.000100 loss_class: 0.768671 loss_bbox: 0.140622 loss_giou: 0.571767 loss_class_aux: 2.388964 loss_bbox_aux: 0.469218 loss_giou_aux: 1.840368 loss_class_dn: 0.385287 loss_bbox_dn: 0.142823 loss_giou_dn: 0.467603 loss_class_aux_dn: 0.857787 loss_bbox_aux_dn: 0.359144 loss_giou_aux_dn: 1.111494 loss: 9.781172 eta: 28 days, 10:18:13 batch_cost: 0.7091 data_cost: 0.0009 ips: 11.2817 images/s
[08/18 09:20:23] ppdet.engine INFO: Epoch: [6] [24400/54024] learning_rate: 0.000100 loss_class: 0.793735 loss_bbox: 0.137625 loss_giou: 0.552976 loss_class_aux: 2.418819 loss_bbox_aux: 0.468534 loss_giou_aux: 1.773045 loss_class_dn: 0.387213 loss_bbox_dn: 0.145850 loss_giou_dn: 0.456508 loss_class_aux_dn: 0.863735 loss_bbox_aux_dn: 0.378512 loss_giou_aux_dn: 1.086996 loss: 9.779888 eta: 28 days, 10:13:01 batch_cost: 0.6349 data_cost: 0.0043 ips: 12.6000 images/s
[08/18 09:22:51] ppdet.engine INFO: Epoch: [6] [24600/54024] learning_rate: 0.000100 loss_class: 0.819584 loss_bbox: 0.142757 loss_giou: 0.628139 loss_class_aux: 2.539952 loss_bbox_aux: 0.494654 loss_giou_aux: 1.965750 loss_class_dn: 0.409487 loss_bbox_dn: 0.153101 loss_giou_dn: 0.511195 loss_class_aux_dn: 0.903266 loss_bbox_aux_dn: 0.391710 loss_giou_aux_dn: 1.204038 loss: 10.207113 eta: 28 days, 10:11:12 batch_cost: 0.7036 data_cost: 0.0727 ips: 11.3700 images/s
[08/18 09:25:05] ppdet.engine INFO: Epoch: [6] [24800/54024] learning_rate: 0.000100 loss_class: 0.776130 loss_bbox: 0.141470 loss_giou: 0.593173 loss_class_aux: 2.417669 loss_bbox_aux: 0.471481 loss_giou_aux: 1.894332 loss_class_dn: 0.390177 loss_bbox_dn: 0.144196 loss_giou_dn: 0.481732 loss_class_aux_dn: 0.861504 loss_bbox_aux_dn: 0.367463 loss_giou_aux_dn: 1.152180 loss: 9.890961 eta: 28 days, 10:05:51 batch_cost: 0.6316 data_cost: 0.0123 ips: 12.6655 images/s
[08/18 09:27:44] ppdet.engine INFO: Epoch: [6] [25000/54024] learning_rate: 0.000100 loss_class: 0.806842 loss_bbox: 0.143476 loss_giou: 0.562040 loss_class_aux: 2.483332 loss_bbox_aux: 0.476267 loss_giou_aux: 1.806097 loss_class_dn: 0.385579 loss_bbox_dn: 0.146842 loss_giou_dn: 0.467794 loss_class_aux_dn: 0.862776 loss_bbox_aux_dn: 0.375912 loss_giou_aux_dn: 1.117572 loss: 9.858919 eta: 28 days, 10:06:40 batch_cost: 0.7574 data_cost: 0.0889 ips: 10.5629 images/s
[08/18 09:29:55] ppdet.engine INFO: Epoch: [6] [25200/54024] learning_rate: 0.000100 loss_class: 0.765121 loss_bbox: 0.141663 loss_giou: 0.564536 loss_class_aux: 2.400239 loss_bbox_aux: 0.474863 loss_giou_aux: 1.813059 loss_class_dn: 0.381982 loss_bbox_dn: 0.144806 loss_giou_dn: 0.464528 loss_class_aux_dn: 0.849347 loss_bbox_aux_dn: 0.377722 loss_giou_aux_dn: 1.098250 loss: 9.654976 eta: 28 days, 10:00:28 batch_cost: 0.6139 data_cost: 0.0071 ips: 13.0324 images/s
[08/18 09:32:04] ppdet.engine INFO: Epoch: [6] [25400/54024] learning_rate: 0.000100 loss_class: 0.765473 loss_bbox: 0.136525 loss_giou: 0.572772 loss_class_aux: 2.419112 loss_bbox_aux: 0.456146 loss_giou_aux: 1.841903 loss_class_dn: 0.381649 loss_bbox_dn: 0.140123 loss_giou_dn: 0.467539 loss_class_aux_dn: 0.852114 loss_bbox_aux_dn: 0.360557 loss_giou_aux_dn: 1.122097 loss: 9.675730 eta: 28 days, 9:54:00 batch_cost: 0.6087 data_cost: 0.0081 ips: 13.1421 images/s
[08/18 09:34:15] ppdet.engine INFO: Epoch: [6] [25600/54024] learning_rate: 0.000100 loss_class: 0.787630 loss_bbox: 0.151800 loss_giou: 0.567573 loss_class_aux: 2.464144 loss_bbox_aux: 0.491390 loss_giou_aux: 1.814206 loss_class_dn: 0.387885 loss_bbox_dn: 0.155416 loss_giou_dn: 0.457858 loss_class_aux_dn: 0.872893 loss_bbox_aux_dn: 0.401591 loss_giou_aux_dn: 1.094507 loss: 9.695360 eta: 28 days, 9:47:58 batch_cost: 0.6172 data_cost: 0.0009 ips: 12.9626 images/s
[08/18 09:36:45] ppdet.engine INFO: Epoch: [6] [25800/54024] learning_rate: 0.000100 loss_class: 0.725613 loss_bbox: 0.132710 loss_giou: 0.569230 loss_class_aux: 2.297763 loss_bbox_aux: 0.439223 loss_giou_aux: 1.798450 loss_class_dn: 0.366627 loss_bbox_dn: 0.127902 loss_giou_dn: 0.461777 loss_class_aux_dn: 0.817442 loss_bbox_aux_dn: 0.338241 loss_giou_aux_dn: 1.096178 loss: 9.164484 eta: 28 days, 9:46:39 batch_cost: 0.7138 data_cost: 0.0708 ips: 11.2083 images/s
[08/18 09:39:26] ppdet.engine INFO: Epoch: [6] [26000/54024] learning_rate: 0.000100 loss_class: 0.765761 loss_bbox: 0.133183 loss_giou: 0.583353 loss_class_aux: 2.314446 loss_bbox_aux: 0.454348 loss_giou_aux: 1.866202 loss_class_dn: 0.381613 loss_bbox_dn: 0.141236 loss_giou_dn: 0.478410 loss_class_aux_dn: 0.852161 loss_bbox_aux_dn: 0.362941 loss_giou_aux_dn: 1.126693 loss: 9.625287 eta: 28 days, 9:48:00 batch_cost: 0.7682 data_cost: 0.0459 ips: 10.4138 images/s
[08/18 09:42:05] ppdet.engine INFO: Epoch: [6] [26200/54024] learning_rate: 0.000100 loss_class: 0.780826 loss_bbox: 0.149391 loss_giou: 0.604004 loss_class_aux: 2.439218 loss_bbox_aux: 0.495689 loss_giou_aux: 1.888330 loss_class_dn: 0.395298 loss_bbox_dn: 0.150716 loss_giou_dn: 0.487354 loss_class_aux_dn: 0.864040 loss_bbox_aux_dn: 0.384367 loss_giou_aux_dn: 1.145716 loss: 10.076722 eta: 28 days, 9:48:40 batch_cost: 0.7548 data_cost: 0.0861 ips: 10.5989 images/s
[08/18 09:44:32] ppdet.engine INFO: Epoch: [6] [26400/54024] learning_rate: 0.000100 loss_class: 0.729254 loss_bbox: 0.139866 loss_giou: 0.580236 loss_class_aux: 2.285144 loss_bbox_aux: 0.469168 loss_giou_aux: 1.851475 loss_class_dn: 0.366437 loss_bbox_dn: 0.143519 loss_giou_dn: 0.470940 loss_class_aux_dn: 0.829466 loss_bbox_aux_dn: 0.374709 loss_giou_aux_dn: 1.121460 loss: 9.464525 eta: 28 days, 9:46:37 batch_cost: 0.6987 data_cost: 0.0008 ips: 11.4499 images/s
[08/18 09:46:54] ppdet.engine INFO: Epoch: [6] [26600/54024] learning_rate: 0.000100 loss_class: 0.777533 loss_bbox: 0.143138 loss_giou: 0.583741 loss_class_aux: 2.468409 loss_bbox_aux: 0.490645 loss_giou_aux: 1.862524 loss_class_dn: 0.399487 loss_bbox_dn: 0.152822 loss_giou_dn: 0.488740 loss_class_aux_dn: 0.883404 loss_bbox_aux_dn: 0.389797 loss_giou_aux_dn: 1.152146 loss: 10.049774 eta: 28 days, 9:43:21 batch_cost: 0.6739 data_cost: 0.0506 ips: 11.8711 images/s
[08/18 09:49:15] ppdet.engine INFO: Epoch: [6] [26800/54024] learning_rate: 0.000100 loss_class: 0.781602 loss_bbox: 0.145651 loss_giou: 0.570047 loss_class_aux: 2.473857 loss_bbox_aux: 0.483399 loss_giou_aux: 1.843044 loss_class_dn: 0.391560 loss_bbox_dn: 0.141164 loss_giou_dn: 0.469406 loss_class_aux_dn: 0.881819 loss_bbox_aux_dn: 0.367720 loss_giou_aux_dn: 1.128404 loss: 9.945304 eta: 28 days, 9:39:49 batch_cost: 0.6683 data_cost: 0.0196 ips: 11.9698 images/s
[08/18 09:51:22] ppdet.engine INFO: Epoch: [6] [27000/54024] learning_rate: 0.000100 loss_class: 0.778678 loss_bbox: 0.147940 loss_giou: 0.599282 loss_class_aux: 2.438114 loss_bbox_aux: 0.495123 loss_giou_aux: 1.904597 loss_class_dn: 0.391652 loss_bbox_dn: 0.148159 loss_giou_dn: 0.489042 loss_class_aux_dn: 0.870180 loss_bbox_aux_dn: 0.385209 loss_giou_aux_dn: 1.158091 loss: 9.867723 eta: 28 days, 9:32:50 batch_cost: 0.5972 data_cost: 0.0095 ips: 13.3968 images/s
[08/18 09:54:03] ppdet.engine INFO: Epoch: [6] [27200/54024] learning_rate: 0.000100 loss_class: 0.796815 loss_bbox: 0.141465 loss_giou: 0.574816 loss_class_aux: 2.477553 loss_bbox_aux: 0.477452 loss_giou_aux: 1.850706 loss_class_dn: 0.392746 loss_bbox_dn: 0.153887 loss_giou_dn: 0.487722 loss_class_aux_dn: 0.872659 loss_bbox_aux_dn: 0.391138 loss_giou_aux_dn: 1.158673 loss: 10.113087 eta: 28 days, 9:34:05 batch_cost: 0.7667 data_cost: 0.0264 ips: 10.4337 images/s
[08/18 09:56:28] ppdet.engine INFO: Epoch: [6] [27400/54024] learning_rate: 0.000100 loss_class: 0.776738 loss_bbox: 0.141915 loss_giou: 0.588568 loss_class_aux: 2.425871 loss_bbox_aux: 0.467185 loss_giou_aux: 1.886629 loss_class_dn: 0.387878 loss_bbox_dn: 0.141280 loss_giou_dn: 0.475099 loss_class_aux_dn: 0.864391 loss_bbox_aux_dn: 0.364103 loss_giou_aux_dn: 1.134866 loss: 9.710047 eta: 28 days, 9:31:35 batch_cost: 0.6897 data_cost: 0.0008 ips: 11.5990 images/s
[08/18 09:58:40] ppdet.engine INFO: Epoch: [6] [27600/54024] learning_rate: 0.000100 loss_class: 0.757978 loss_bbox: 0.145945 loss_giou: 0.588579 loss_class_aux: 2.389120 loss_bbox_aux: 0.481995 loss_giou_aux: 1.885233 loss_class_dn: 0.391512 loss_bbox_dn: 0.137236 loss_giou_dn: 0.473591 loss_class_aux_dn: 0.872618 loss_bbox_aux_dn: 0.359904 loss_giou_aux_dn: 1.129258 loss: 9.805017 eta: 28 days, 9:25:44 batch_cost: 0.6203 data_cost: 0.0240 ips: 12.8969 images/s
[08/18 10:00:42] ppdet.engine INFO: Epoch: [6] [27800/54024] learning_rate: 0.000100 loss_class: 0.735584 loss_bbox: 0.138319 loss_giou: 0.547781 loss_class_aux: 2.317518 loss_bbox_aux: 0.452398 loss_giou_aux: 1.759760 loss_class_dn: 0.363854 loss_bbox_dn: 0.146335 loss_giou_dn: 0.441224 loss_class_aux_dn: 0.813531 loss_bbox_aux_dn: 0.381675 loss_giou_aux_dn: 1.041714 loss: 9.129736 eta: 28 days, 9:17:39 batch_cost: 0.5740 data_cost: 0.0008 ips: 13.9361 images/s
[08/18 10:03:23] ppdet.engine INFO: Epoch: [6] [28000/54024] learning_rate: 0.000100 loss_class: 0.773629 loss_bbox: 0.148683 loss_giou: 0.596008 loss_class_aux: 2.474197 loss_bbox_aux: 0.495998 loss_giou_aux: 1.846885 loss_class_dn: 0.397576 loss_bbox_dn: 0.149387 loss_giou_dn: 0.480356 loss_class_aux_dn: 0.872961 loss_bbox_aux_dn: 0.383750 loss_giou_aux_dn: 1.152910 loss: 9.991875 eta: 28 days, 9:19:05 batch_cost: 0.7708 data_cost: 0.0789 ips: 10.3782 images/s
[08/18 10:05:50] ppdet.engine INFO: Epoch: [6] [28200/54024] learning_rate: 0.000100 loss_class: 0.792645 loss_bbox: 0.143804 loss_giou: 0.542244 loss_class_aux: 2.492650 loss_bbox_aux: 0.481241 loss_giou_aux: 1.722088 loss_class_dn: 0.387158 loss_bbox_dn: 0.148137 loss_giou_dn: 0.466330 loss_class_aux_dn: 0.872718 loss_bbox_aux_dn: 0.377470 loss_giou_aux_dn: 1.103665 loss: 9.697169 eta: 28 days, 9:16:56 batch_cost: 0.6964 data_cost: 0.0647 ips: 11.4873 images/s
[08/18 10:08:11] ppdet.engine INFO: Epoch: [6] [28400/54024] learning_rate: 0.000100 loss_class: 0.783447 loss_bbox: 0.141604 loss_giou: 0.534886 loss_class_aux: 2.419232 loss_bbox_aux: 0.478928 loss_giou_aux: 1.707258 loss_class_dn: 0.373858 loss_bbox_dn: 0.146586 loss_giou_dn: 0.450717 loss_class_aux_dn: 0.834841 loss_bbox_aux_dn: 0.375645 loss_giou_aux_dn: 1.074889 loss: 9.478158 eta: 28 days, 9:13:13 batch_cost: 0.6644 data_cost: 0.0223 ips: 12.0403 images/s
[08/18 10:10:37] ppdet.engine INFO: Epoch: [6] [28600/54024] learning_rate: 0.000100 loss_class: 0.761250 loss_bbox: 0.143368 loss_giou: 0.600357 loss_class_aux: 2.395083 loss_bbox_aux: 0.487224 loss_giou_aux: 1.883733 loss_class_dn: 0.375197 loss_bbox_dn: 0.142978 loss_giou_dn: 0.474994 loss_class_aux_dn: 0.837633 loss_bbox_aux_dn: 0.364820 loss_giou_aux_dn: 1.124318 loss: 9.708081 eta: 28 days, 9:10:58 batch_cost: 0.6945 data_cost: 0.0126 ips: 11.5183 images/s
[08/18 10:13:07] ppdet.engine INFO: Epoch: [6] [28800/54024] learning_rate: 0.000100 loss_class: 0.770445 loss_bbox: 0.145423 loss_giou: 0.583210 loss_class_aux: 2.408478 loss_bbox_aux: 0.479040 loss_giou_aux: 1.855163 loss_class_dn: 0.387455 loss_bbox_dn: 0.145456 loss_giou_dn: 0.464883 loss_class_aux_dn: 0.867931 loss_bbox_aux_dn: 0.375395 loss_giou_aux_dn: 1.125019 loss: 9.786014 eta: 28 days, 9:09:37 batch_cost: 0.7134 data_cost: 0.0269 ips: 11.2145 images/s
[08/18 10:15:26] ppdet.engine INFO: Epoch: [6] [29000/54024] learning_rate: 0.000100 loss_class: 0.760543 loss_bbox: 0.136793 loss_giou: 0.574691 loss_class_aux: 2.382779 loss_bbox_aux: 0.470243 loss_giou_aux: 1.825620 loss_class_dn: 0.381107 loss_bbox_dn: 0.146481 loss_giou_dn: 0.462314 loss_class_aux_dn: 0.844321 loss_bbox_aux_dn: 0.369949 loss_giou_aux_dn: 1.095149 loss: 9.527734 eta: 28 days, 9:05:36 batch_cost: 0.6576 data_cost: 0.0232 ips: 12.1655 images/s
[08/18 10:18:12] ppdet.engine INFO: Epoch: [6] [29200/54024] learning_rate: 0.000100 loss_class: 0.782170 loss_bbox: 0.137840 loss_giou: 0.624720 loss_class_aux: 2.424533 loss_bbox_aux: 0.463198 loss_giou_aux: 2.002806 loss_class_dn: 0.397070 loss_bbox_dn: 0.143344 loss_giou_dn: 0.501953 loss_class_aux_dn: 0.880218 loss_bbox_aux_dn: 0.357878 loss_giou_aux_dn: 1.194126 loss: 9.965514 eta: 28 days, 9:07:55 batch_cost: 0.7896 data_cost: 0.0276 ips: 10.1320 images/s
[08/18 10:20:22] ppdet.engine INFO: Epoch: [6] [29400/54024] learning_rate: 0.000100 loss_class: 0.769861 loss_bbox: 0.144648 loss_giou: 0.536920 loss_class_aux: 2.417402 loss_bbox_aux: 0.477355 loss_giou_aux: 1.697438 loss_class_dn: 0.377522 loss_bbox_dn: 0.139995 loss_giou_dn: 0.442953 loss_class_aux_dn: 0.849032 loss_bbox_aux_dn: 0.365417 loss_giou_aux_dn: 1.050364 loss: 9.426087 eta: 28 days, 9:01:52 batch_cost: 0.6155 data_cost: 0.0263 ips: 12.9973 images/s
[08/18 10:22:30] ppdet.engine INFO: Epoch: [6] [29600/54024] learning_rate: 0.000100 loss_class: 0.783752 loss_bbox: 0.139369 loss_giou: 0.601410 loss_class_aux: 2.445529 loss_bbox_aux: 0.459115 loss_giou_aux: 1.916606 loss_class_dn: 0.392314 loss_bbox_dn: 0.141553 loss_giou_dn: 0.486828 loss_class_aux_dn: 0.864642 loss_bbox_aux_dn: 0.359795 loss_giou_aux_dn: 1.159237 loss: 9.809870 eta: 28 days, 8:54:58 batch_cost: 0.5978 data_cost: 0.0145 ips: 13.3819 images/s
[08/18 10:24:34] ppdet.engine INFO: Epoch: [6] [29800/54024] learning_rate: 0.000100 loss_class: 0.788240 loss_bbox: 0.143513 loss_giou: 0.559068 loss_class_aux: 2.434578 loss_bbox_aux: 0.494361 loss_giou_aux: 1.783719 loss_class_dn: 0.385773 loss_bbox_dn: 0.136919 loss_giou_dn: 0.464508 loss_class_aux_dn: 0.856773 loss_bbox_aux_dn: 0.366682 loss_giou_aux_dn: 1.106273 loss: 9.751781 eta: 28 days, 8:47:21 batch_cost: 0.5825 data_cost: 0.0078 ips: 13.7342 images/s
[08/18 10:26:53] ppdet.engine INFO: Epoch: [6] [30000/54024] learning_rate: 0.000100 loss_class: 0.764527 loss_bbox: 0.141337 loss_giou: 0.582174 loss_class_aux: 2.359081 loss_bbox_aux: 0.477822 loss_giou_aux: 1.898337 loss_class_dn: 0.383357 loss_bbox_dn: 0.136789 loss_giou_dn: 0.476341 loss_class_aux_dn: 0.854799 loss_bbox_aux_dn: 0.365060 loss_giou_aux_dn: 1.134227 loss: 9.863633 eta: 28 days, 8:43:32 batch_cost: 0.6619 data_cost: 0.0285 ips: 12.0860 images/s
[08/18 10:29:24] ppdet.engine INFO: Epoch: [6] [30200/54024] learning_rate: 0.000100 loss_class: 0.767036 loss_bbox: 0.141534 loss_giou: 0.566507 loss_class_aux: 2.381694 loss_bbox_aux: 0.473033 loss_giou_aux: 1.813742 loss_class_dn: 0.375835 loss_bbox_dn: 0.143173 loss_giou_dn: 0.467956 loss_class_aux_dn: 0.834670 loss_bbox_aux_dn: 0.364027 loss_giou_aux_dn: 1.105174 loss: 9.449229 eta: 28 days, 8:42:25 batch_cost: 0.7181 data_cost: 0.0043 ips: 11.1412 images/s
[08/18 10:31:46] ppdet.engine INFO: Epoch: [6] [30400/54024] learning_rate: 0.000100 loss_class: 0.768484 loss_bbox: 0.133575 loss_giou: 0.580848 loss_class_aux: 2.399830 loss_bbox_aux: 0.453478 loss_giou_aux: 1.870811 loss_class_dn: 0.390163 loss_bbox_dn: 0.137070 loss_giou_dn: 0.475954 loss_class_aux_dn: 0.876368 loss_bbox_aux_dn: 0.351825 loss_giou_aux_dn: 1.125970 loss: 9.727102 eta: 28 days, 8:39:07 batch_cost: 0.6722 data_cost: 0.1266 ips: 11.9004 images/s
[08/18 10:33:56] ppdet.engine INFO: Epoch: [6] [30600/54024] learning_rate: 0.000100 loss_class: 0.788071 loss_bbox: 0.140105 loss_giou: 0.587790 loss_class_aux: 2.470277 loss_bbox_aux: 0.457435 loss_giou_aux: 1.894966 loss_class_dn: 0.391524 loss_bbox_dn: 0.137661 loss_giou_dn: 0.486288 loss_class_aux_dn: 0.886668 loss_bbox_aux_dn: 0.356298 loss_giou_aux_dn: 1.156411 loss: 9.760809 eta: 28 days, 8:33:04 batch_cost: 0.6148 data_cost: 0.0232 ips: 13.0131 images/s
[08/18 10:36:16] ppdet.engine INFO: Epoch: [6] [30800/54024] learning_rate: 0.000100 loss_class: 0.795143 loss_bbox: 0.142232 loss_giou: 0.580050 loss_class_aux: 2.492823 loss_bbox_aux: 0.485929 loss_giou_aux: 1.842257 loss_class_dn: 0.389687 loss_bbox_dn: 0.143818 loss_giou_dn: 0.475206 loss_class_aux_dn: 0.868453 loss_bbox_aux_dn: 0.370139 loss_giou_aux_dn: 1.141563 loss: 10.002951 eta: 28 days, 8:29:04 batch_cost: 0.6579 data_cost: 0.0513 ips: 12.1590 images/s
[08/18 10:38:29] ppdet.engine INFO: Epoch: [6] [31000/54024] learning_rate: 0.000100 loss_class: 0.782776 loss_bbox: 0.146462 loss_giou: 0.622418 loss_class_aux: 2.456074 loss_bbox_aux: 0.479279 loss_giou_aux: 1.967431 loss_class_dn: 0.395971 loss_bbox_dn: 0.144609 loss_giou_dn: 0.488058 loss_class_aux_dn: 0.872190 loss_bbox_aux_dn: 0.368304 loss_giou_aux_dn: 1.168031 loss: 9.997185 eta: 28 days, 8:23:47 batch_cost: 0.6306 data_cost: 0.0148 ips: 12.6864 images/s
[08/18 10:40:42] ppdet.engine INFO: Epoch: [6] [31200/54024] learning_rate: 0.000100 loss_class: 0.779742 loss_bbox: 0.136193 loss_giou: 0.597200 loss_class_aux: 2.436630 loss_bbox_aux: 0.453671 loss_giou_aux: 1.896724 loss_class_dn: 0.388578 loss_bbox_dn: 0.143597 loss_giou_dn: 0.483484 loss_class_aux_dn: 0.855001 loss_bbox_aux_dn: 0.370946 loss_giou_aux_dn: 1.142764 loss: 9.926209 eta: 28 days, 8:18:14 batch_cost: 0.6250 data_cost: 0.0338 ips: 12.8010 images/s
[08/18 10:42:59] ppdet.engine INFO: Epoch: [6] [31400/54024] learning_rate: 0.000100 loss_class: 0.779131 loss_bbox: 0.144742 loss_giou: 0.540344 loss_class_aux: 2.469021 loss_bbox_aux: 0.472637 loss_giou_aux: 1.705814 loss_class_dn: 0.381677 loss_bbox_dn: 0.137944 loss_giou_dn: 0.450122 loss_class_aux_dn: 0.853369 loss_bbox_aux_dn: 0.359011 loss_giou_aux_dn: 1.077308 loss: 9.722789 eta: 28 days, 8:13:46 batch_cost: 0.6477 data_cost: 0.0414 ips: 12.3522 images/s
[08/18 10:45:37] ppdet.engine INFO: Epoch: [6] [31600/54024] learning_rate: 0.000100 loss_class: 0.758384 loss_bbox: 0.136699 loss_giou: 0.552717 loss_class_aux: 2.365489 loss_bbox_aux: 0.452812 loss_giou_aux: 1.756691 loss_class_dn: 0.374013 loss_bbox_dn: 0.138509 loss_giou_dn: 0.453563 loss_class_aux_dn: 0.835268 loss_bbox_aux_dn: 0.361971 loss_giou_aux_dn: 1.084781 loss: 9.320526 eta: 28 days, 8:14:15 batch_cost: 0.7517 data_cost: 0.0618 ips: 10.6428 images/s
[08/18 10:47:48] ppdet.engine INFO: Epoch: [6] [31800/54024] learning_rate: 0.000100 loss_class: 0.765703 loss_bbox: 0.139037 loss_giou: 0.552588 loss_class_aux: 2.364957 loss_bbox_aux: 0.457919 loss_giou_aux: 1.771678 loss_class_dn: 0.377662 loss_bbox_dn: 0.146036 loss_giou_dn: 0.457375 loss_class_aux_dn: 0.847073 loss_bbox_aux_dn: 0.371049 loss_giou_aux_dn: 1.090598 loss: 9.534090 eta: 28 days, 8:08:23 batch_cost: 0.6178 data_cost: 0.0208 ips: 12.9484 images/s
[08/18 10:50:10] ppdet.engine INFO: Epoch: [6] [32000/54024] learning_rate: 0.000100 loss_class: 0.783553 loss_bbox: 0.139289 loss_giou: 0.566209 loss_class_aux: 2.417345 loss_bbox_aux: 0.470757 loss_giou_aux: 1.847532 loss_class_dn: 0.388764 loss_bbox_dn: 0.149565 loss_giou_dn: 0.473939 loss_class_aux_dn: 0.867765 loss_bbox_aux_dn: 0.381928 loss_giou_aux_dn: 1.125822 loss: 9.656012 eta: 28 days, 8:05:08 batch_cost: 0.6731 data_cost: 0.0135 ips: 11.8853 images/s
[08/18 10:52:50] ppdet.engine INFO: Epoch: [6] [32200/54024] learning_rate: 0.000100 loss_class: 0.759200 loss_bbox: 0.136618 loss_giou: 0.582834 loss_class_aux: 2.387607 loss_bbox_aux: 0.454604 loss_giou_aux: 1.846696 loss_class_dn: 0.384799 loss_bbox_dn: 0.140624 loss_giou_dn: 0.462634 loss_class_aux_dn: 0.853458 loss_bbox_aux_dn: 0.365518 loss_giou_aux_dn: 1.117866 loss: 9.678578 eta: 28 days, 8:06:01 batch_cost: 0.7603 data_cost: 0.0286 ips: 10.5228 images/s
[08/18 10:55:05] ppdet.engine INFO: Epoch: [6] [32400/54024] learning_rate: 0.000100 loss_class: 0.765933 loss_bbox: 0.136519 loss_giou: 0.551819 loss_class_aux: 2.396922 loss_bbox_aux: 0.445188 loss_giou_aux: 1.773434 loss_class_dn: 0.375943 loss_bbox_dn: 0.139623 loss_giou_dn: 0.447921 loss_class_aux_dn: 0.847013 loss_bbox_aux_dn: 0.361338 loss_giou_aux_dn: 1.089504 loss: 9.271957 eta: 28 days, 8:01:14 batch_cost: 0.6408 data_cost: 0.0045 ips: 12.4837 images/s
[08/18 10:57:48] ppdet.engine INFO: Epoch: [6] [32600/54024] learning_rate: 0.000100 loss_class: 0.806844 loss_bbox: 0.145817 loss_giou: 0.592203 loss_class_aux: 2.504747 loss_bbox_aux: 0.482324 loss_giou_aux: 1.895805 loss_class_dn: 0.397519 loss_bbox_dn: 0.148683 loss_giou_dn: 0.483423 loss_class_aux_dn: 0.884085 loss_bbox_aux_dn: 0.380848 loss_giou_aux_dn: 1.161817 loss: 9.942155 eta: 28 days, 8:02:46 batch_cost: 0.7738 data_cost: 0.0716 ips: 10.3383 images/s
[08/18 11:00:04] ppdet.engine INFO: Epoch: [6] [32800/54024] learning_rate: 0.000100 loss_class: 0.763816 loss_bbox: 0.139131 loss_giou: 0.555352 loss_class_aux: 2.383459 loss_bbox_aux: 0.472991 loss_giou_aux: 1.781761 loss_class_dn: 0.376220 loss_bbox_dn: 0.141698 loss_giou_dn: 0.468153 loss_class_aux_dn: 0.828165 loss_bbox_aux_dn: 0.363573 loss_giou_aux_dn: 1.108937 loss: 9.584794 eta: 28 days, 7:58:10 batch_cost: 0.6447 data_cost: 0.0369 ips: 12.4093 images/s
[08/18 11:02:17] ppdet.engine INFO: Epoch: [6] [33000/54024] learning_rate: 0.000100 loss_class: 0.798972 loss_bbox: 0.142773 loss_giou: 0.577915 loss_class_aux: 2.477202 loss_bbox_aux: 0.475489 loss_giou_aux: 1.842772 loss_class_dn: 0.398880 loss_bbox_dn: 0.154118 loss_giou_dn: 0.477406 loss_class_aux_dn: 0.890363 loss_bbox_aux_dn: 0.391095 loss_giou_aux_dn: 1.138869 loss: 9.822355 eta: 28 days, 7:52:52 batch_cost: 0.6297 data_cost: 0.0660 ips: 12.7047 images/s
[08/18 11:04:20] ppdet.engine INFO: Epoch: [6] [33200/54024] learning_rate: 0.000100 loss_class: 0.770971 loss_bbox: 0.138362 loss_giou: 0.580013 loss_class_aux: 2.404942 loss_bbox_aux: 0.460266 loss_giou_aux: 1.839609 loss_class_dn: 0.388424 loss_bbox_dn: 0.140459 loss_giou_dn: 0.465475 loss_class_aux_dn: 0.863816 loss_bbox_aux_dn: 0.368915 loss_giou_aux_dn: 1.120144 loss: 9.704568 eta: 28 days, 7:45:08 batch_cost: 0.5779 data_cost: 0.0174 ips: 13.8443 images/s
[08/18 11:06:30] ppdet.engine INFO: Epoch: [6] [33400/54024] learning_rate: 0.000100 loss_class: 0.752205 loss_bbox: 0.140424 loss_giou: 0.598373 loss_class_aux: 2.373488 loss_bbox_aux: 0.465992 loss_giou_aux: 1.930266 loss_class_dn: 0.383244 loss_bbox_dn: 0.142573 loss_giou_dn: 0.490285 loss_class_aux_dn: 0.851858 loss_bbox_aux_dn: 0.367433 loss_giou_aux_dn: 1.167233 loss: 9.692527 eta: 28 days, 7:39:03 batch_cost: 0.6128 data_cost: 0.0159 ips: 13.0546 images/s
[08/18 11:08:51] ppdet.engine INFO: Epoch: [6] [33600/54024] learning_rate: 0.000100 loss_class: 0.767095 loss_bbox: 0.137701 loss_giou: 0.568641 loss_class_aux: 2.398033 loss_bbox_aux: 0.459908 loss_giou_aux: 1.800148 loss_class_dn: 0.375757 loss_bbox_dn: 0.143148 loss_giou_dn: 0.460476 loss_class_aux_dn: 0.842395 loss_bbox_aux_dn: 0.365664 loss_giou_aux_dn: 1.070650 loss: 9.528629 eta: 28 days, 7:35:36 batch_cost: 0.6687 data_cost: 0.0173 ips: 11.9636 images/s
[08/18 11:11:04] ppdet.engine INFO: Epoch: [6] [33800/54024] learning_rate: 0.000100 loss_class: 0.750389 loss_bbox: 0.130688 loss_giou: 0.553177 loss_class_aux: 2.363745 loss_bbox_aux: 0.451117 loss_giou_aux: 1.768199 loss_class_dn: 0.380038 loss_bbox_dn: 0.136776 loss_giou_dn: 0.454416 loss_class_aux_dn: 0.840992 loss_bbox_aux_dn: 0.351180 loss_giou_aux_dn: 1.089046 loss: 9.502306 eta: 28 days, 7:30:12 batch_cost: 0.6270 data_cost: 0.0229 ips: 12.7592 images/s
[08/18 11:13:43] ppdet.engine INFO: Epoch: [6] [34000/54024] learning_rate: 0.000100 loss_class: 0.761486 loss_bbox: 0.140253 loss_giou: 0.574749 loss_class_aux: 2.407578 loss_bbox_aux: 0.480101 loss_giou_aux: 1.853219 loss_class_dn: 0.382197 loss_bbox_dn: 0.142856 loss_giou_dn: 0.467399 loss_class_aux_dn: 0.856912 loss_bbox_aux_dn: 0.372093 loss_giou_aux_dn: 1.113999 loss: 9.648776 eta: 28 days, 7:31:01 batch_cost: 0.7590 data_cost: 0.0460 ips: 10.5397 images/s
[08/18 11:15:59] ppdet.engine INFO: Epoch: [6] [34200/54024] learning_rate: 0.000100 loss_class: 0.786454 loss_bbox: 0.142560 loss_giou: 0.558446 loss_class_aux: 2.459510 loss_bbox_aux: 0.486019 loss_giou_aux: 1.827490 loss_class_dn: 0.387231 loss_bbox_dn: 0.146872 loss_giou_dn: 0.469611 loss_class_aux_dn: 0.862490 loss_bbox_aux_dn: 0.381764 loss_giou_aux_dn: 1.112249 loss: 9.698878 eta: 28 days, 7:26:07 batch_cost: 0.6375 data_cost: 0.0334 ips: 12.5487 images/s
[08/18 11:18:13] ppdet.engine INFO: Epoch: [6] [34400/54024] learning_rate: 0.000100 loss_class: 0.770896 loss_bbox: 0.135582 loss_giou: 0.554529 loss_class_aux: 2.400819 loss_bbox_aux: 0.469506 loss_giou_aux: 1.748174 loss_class_dn: 0.380537 loss_bbox_dn: 0.144199 loss_giou_dn: 0.460550 loss_class_aux_dn: 0.871451 loss_bbox_aux_dn: 0.363000 loss_giou_aux_dn: 1.074239 loss: 9.495725 eta: 28 days, 7:21:12 batch_cost: 0.6370 data_cost: 0.0426 ips: 12.5589 images/s
[08/18 11:20:37] ppdet.engine INFO: Epoch: [6] [34600/54024] learning_rate: 0.000100 loss_class: 0.774990 loss_bbox: 0.137452 loss_giou: 0.569029 loss_class_aux: 2.423540 loss_bbox_aux: 0.463922 loss_giou_aux: 1.804539 loss_class_dn: 0.377957 loss_bbox_dn: 0.141607 loss_giou_dn: 0.462650 loss_class_aux_dn: 0.848444 loss_bbox_aux_dn: 0.365490 loss_giou_aux_dn: 1.102079 loss: 9.512820 eta: 28 days, 7:18:14 batch_cost: 0.6787 data_cost: 0.0289 ips: 11.7870 images/s
[08/18 11:22:58] ppdet.engine INFO: Epoch: [6] [34800/54024] learning_rate: 0.000100 loss_class: 0.785957 loss_bbox: 0.145385 loss_giou: 0.588172 loss_class_aux: 2.447914 loss_bbox_aux: 0.490605 loss_giou_aux: 1.887995 loss_class_dn: 0.396038 loss_bbox_dn: 0.140868 loss_giou_dn: 0.471534 loss_class_aux_dn: 0.874438 loss_bbox_aux_dn: 0.374789 loss_giou_aux_dn: 1.135473 loss: 9.932421 eta: 28 days, 7:14:39 batch_cost: 0.6656 data_cost: 0.0119 ips: 12.0201 images/s
[08/18 11:25:17] ppdet.engine INFO: Epoch: [6] [35000/54024] learning_rate: 0.000100 loss_class: 0.756337 loss_bbox: 0.141905 loss_giou: 0.603041 loss_class_aux: 2.367673 loss_bbox_aux: 0.471270 loss_giou_aux: 1.915911 loss_class_dn: 0.382662 loss_bbox_dn: 0.138168 loss_giou_dn: 0.484992 loss_class_aux_dn: 0.851089 loss_bbox_aux_dn: 0.349958 loss_giou_aux_dn: 1.139950 loss: 9.686626 eta: 28 days, 7:10:49 batch_cost: 0.6600 data_cost: 0.0287 ips: 12.1204 images/s
[08/18 11:27:25] ppdet.engine INFO: Epoch: [6] [35200/54024] learning_rate: 0.000100 loss_class: 0.747843 loss_bbox: 0.145592 loss_giou: 0.527880 loss_class_aux: 2.332839 loss_bbox_aux: 0.477434 loss_giou_aux: 1.705183 loss_class_dn: 0.371916 loss_bbox_dn: 0.150311 loss_giou_dn: 0.434353 loss_class_aux_dn: 0.823426 loss_bbox_aux_dn: 0.385006 loss_giou_aux_dn: 1.053735 loss: 9.273272 eta: 28 days, 7:04:08 batch_cost: 0.5989 data_cost: 0.0080 ips: 13.3574 images/s
[08/18 11:29:32] ppdet.engine INFO: Epoch: [6] [35400/54024] learning_rate: 0.000100 loss_class: 0.748019 loss_bbox: 0.137243 loss_giou: 0.577363 loss_class_aux: 2.364732 loss_bbox_aux: 0.466654 loss_giou_aux: 1.833929 loss_class_dn: 0.378990 loss_bbox_dn: 0.145204 loss_giou_dn: 0.466477 loss_class_aux_dn: 0.840753 loss_bbox_aux_dn: 0.372685 loss_giou_aux_dn: 1.113160 loss: 9.831861 eta: 28 days, 6:57:26 batch_cost: 0.5985 data_cost: 0.0150 ips: 13.3671 images/s
[08/18 11:31:34] ppdet.engine INFO: Epoch: [6] [35600/54024] learning_rate: 0.000100 loss_class: 0.735367 loss_bbox: 0.130330 loss_giou: 0.565393 loss_class_aux: 2.314113 loss_bbox_aux: 0.444170 loss_giou_aux: 1.782287 loss_class_dn: 0.367243 loss_bbox_dn: 0.137682 loss_giou_dn: 0.451821 loss_class_aux_dn: 0.809669 loss_bbox_aux_dn: 0.354309 loss_giou_aux_dn: 1.080068 loss: 9.205054 eta: 28 days, 6:49:37 batch_cost: 0.5746 data_cost: 0.0102 ips: 13.9232 images/s
[08/18 11:33:49] ppdet.engine INFO: Epoch: [6] [35800/54024] learning_rate: 0.000100 loss_class: 0.760847 loss_bbox: 0.140983 loss_giou: 0.601348 loss_class_aux: 2.356236 loss_bbox_aux: 0.475649 loss_giou_aux: 1.932710 loss_class_dn: 0.391852 loss_bbox_dn: 0.135071 loss_giou_dn: 0.476545 loss_class_aux_dn: 0.862032 loss_bbox_aux_dn: 0.351138 loss_giou_aux_dn: 1.149165 loss: 9.792878 eta: 28 days, 6:44:39 batch_cost: 0.6354 data_cost: 0.0700 ips: 12.5897 images/s
[08/18 11:36:12] ppdet.engine INFO: Epoch: [6] [36000/54024] learning_rate: 0.000100 loss_class: 0.767680 loss_bbox: 0.143168 loss_giou: 0.583390 loss_class_aux: 2.393660 loss_bbox_aux: 0.480795 loss_giou_aux: 1.845938 loss_class_dn: 0.378926 loss_bbox_dn: 0.139603 loss_giou_dn: 0.455048 loss_class_aux_dn: 0.831602 loss_bbox_aux_dn: 0.367730 loss_giou_aux_dn: 1.091112 loss: 9.633188 eta: 28 days, 6:41:48 batch_cost: 0.6807 data_cost: 0.0033 ips: 11.7519 images/s
[08/18 11:38:36] ppdet.engine INFO: Epoch: [6] [36200/54024] learning_rate: 0.000100 loss_class: 0.757443 loss_bbox: 0.136649 loss_giou: 0.564904 loss_class_aux: 2.390910 loss_bbox_aux: 0.465253 loss_giou_aux: 1.775136 loss_class_dn: 0.377808 loss_bbox_dn: 0.139708 loss_giou_dn: 0.471519 loss_class_aux_dn: 0.839318 loss_bbox_aux_dn: 0.363383 loss_giou_aux_dn: 1.113695 loss: 9.663402 eta: 28 days, 6:38:59 batch_cost: 0.6814 data_cost: 0.0557 ips: 11.7405 images/s
[08/18 11:41:02] ppdet.engine INFO: Epoch: [6] [36400/54024] learning_rate: 0.000100 loss_class: 0.738070 loss_bbox: 0.126577 loss_giou: 0.529868 loss_class_aux: 2.307638 loss_bbox_aux: 0.436035 loss_giou_aux: 1.696581 loss_class_dn: 0.353239 loss_bbox_dn: 0.130466 loss_giou_dn: 0.424020 loss_class_aux_dn: 0.793583 loss_bbox_aux_dn: 0.347740 loss_giou_aux_dn: 1.002435 loss: 8.956883 eta: 28 days, 6:36:45 batch_cost: 0.6937 data_cost: 0.0228 ips: 11.5330 images/s
[08/18 11:43:13] ppdet.engine INFO: Epoch: [6] [36600/54024] learning_rate: 0.000100 loss_class: 0.756229 loss_bbox: 0.135070 loss_giou: 0.552763 loss_class_aux: 2.352868 loss_bbox_aux: 0.458688 loss_giou_aux: 1.770521 loss_class_dn: 0.366530 loss_bbox_dn: 0.140872 loss_giou_dn: 0.448586 loss_class_aux_dn: 0.819702 loss_bbox_aux_dn: 0.364393 loss_giou_aux_dn: 1.071651 loss: 9.296816 eta: 28 days, 6:30:51 batch_cost: 0.6150 data_cost: 0.0141 ips: 13.0085 images/s
[08/18 11:45:32] ppdet.engine INFO: Epoch: [6] [36800/54024] learning_rate: 0.000100 loss_class: 0.754964 loss_bbox: 0.142007 loss_giou: 0.539506 loss_class_aux: 2.378071 loss_bbox_aux: 0.468630 loss_giou_aux: 1.746413 loss_class_dn: 0.365318 loss_bbox_dn: 0.141111 loss_giou_dn: 0.434267 loss_class_aux_dn: 0.811627 loss_bbox_aux_dn: 0.377009 loss_giou_aux_dn: 1.037111 loss: 9.254343 eta: 28 days, 6:26:57 batch_cost: 0.6582 data_cost: 0.0010 ips: 12.1549 images/s
[08/18 11:47:48] ppdet.engine INFO: Epoch: [6] [37000/54024] learning_rate: 0.000100 loss_class: 0.786315 loss_bbox: 0.137846 loss_giou: 0.565992 loss_class_aux: 2.469653 loss_bbox_aux: 0.473179 loss_giou_aux: 1.813315 loss_class_dn: 0.375551 loss_bbox_dn: 0.139127 loss_giou_dn: 0.457114 loss_class_aux_dn: 0.846843 loss_bbox_aux_dn: 0.366580 loss_giou_aux_dn: 1.094793 loss: 9.487984 eta: 28 days, 6:22:20 batch_cost: 0.6424 data_cost: 0.0106 ips: 12.4524 images/s
[08/18 11:50:06] ppdet.engine INFO: Epoch: [6] [37200/54024] learning_rate: 0.000100 loss_class: 0.734670 loss_bbox: 0.132129 loss_giou: 0.560896 loss_class_aux: 2.296216 loss_bbox_aux: 0.449770 loss_giou_aux: 1.751659 loss_class_dn: 0.361714 loss_bbox_dn: 0.136887 loss_giou_dn: 0.446285 loss_class_aux_dn: 0.800758 loss_bbox_aux_dn: 0.354091 loss_giou_aux_dn: 1.040579 loss: 9.069224 eta: 28 days, 6:18:18 batch_cost: 0.6549 data_cost: 0.0579 ips: 12.2149 images/s
[08/18 11:52:35] ppdet.engine INFO: Epoch: [6] [37400/54024] learning_rate: 0.000100 loss_class: 0.750472 loss_bbox: 0.140672 loss_giou: 0.572801 loss_class_aux: 2.373819 loss_bbox_aux: 0.471442 loss_giou_aux: 1.854011 loss_class_dn: 0.388327 loss_bbox_dn: 0.144519 loss_giou_dn: 0.480138 loss_class_aux_dn: 0.856776 loss_bbox_aux_dn: 0.375774 loss_giou_aux_dn: 1.124366 loss: 9.777071 eta: 28 days, 6:16:52 batch_cost: 0.7107 data_cost: 0.0246 ips: 11.2565 images/s
[08/18 11:54:53] ppdet.engine INFO: Epoch: [6] [37600/54024] learning_rate: 0.000100 loss_class: 0.784056 loss_bbox: 0.147787 loss_giou: 0.574640 loss_class_aux: 2.473162 loss_bbox_aux: 0.501223 loss_giou_aux: 1.832401 loss_class_dn: 0.383397 loss_bbox_dn: 0.150280 loss_giou_dn: 0.467859 loss_class_aux_dn: 0.854005 loss_bbox_aux_dn: 0.391156 loss_giou_aux_dn: 1.106228 loss: 9.843381 eta: 28 days, 6:12:47 batch_cost: 0.6537 data_cost: 0.0506 ips: 12.2389 images/s
[08/18 11:57:20] ppdet.engine INFO: Epoch: [6] [37800/54024] learning_rate: 0.000100 loss_class: 0.748539 loss_bbox: 0.137166 loss_giou: 0.570855 loss_class_aux: 2.335566 loss_bbox_aux: 0.460952 loss_giou_aux: 1.839651 loss_class_dn: 0.383812 loss_bbox_dn: 0.138623 loss_giou_dn: 0.463865 loss_class_aux_dn: 0.853306 loss_bbox_aux_dn: 0.356637 loss_giou_aux_dn: 1.099205 loss: 9.730728 eta: 28 days, 6:10:37 batch_cost: 0.6952 data_cost: 0.0606 ips: 11.5072 images/s
[08/18 11:58:59] ppdet.data.transform.operators WARNING: The actual image height: 2048 is not equal to the height: 2196.0 in annotation, and update sample['h'] by actual image height.
[08/18 11:58:59] ppdet.data.transform.operators WARNING: The actual image width: 2196 is not equal to the width: 2048.0 in annotation, and update sample['w'] by actual image width.
[08/18 11:59:39] ppdet.engine INFO: Epoch: [6] [38000/54024] learning_rate: 0.000100 loss_class: 0.763815 loss_bbox: 0.140967 loss_giou: 0.601421 loss_class_aux: 2.382500 loss_bbox_aux: 0.465908 loss_giou_aux: 1.890419 loss_class_dn: 0.383634 loss_bbox_dn: 0.143266 loss_giou_dn: 0.459323 loss_class_aux_dn: 0.850234 loss_bbox_aux_dn: 0.369272 loss_giou_aux_dn: 1.112868 loss: 9.654980 eta: 28 days, 6:06:51 batch_cost: 0.6607 data_cost: 0.0104 ips: 12.1087 images/s
[08/18 12:02:12] ppdet.engine INFO: Epoch: [6] [38200/54024] learning_rate: 0.000100 loss_class: 0.748721 loss_bbox: 0.141906 loss_giou: 0.547747 loss_class_aux: 2.351201 loss_bbox_aux: 0.469571 loss_giou_aux: 1.733318 loss_class_dn: 0.379001 loss_bbox_dn: 0.136983 loss_giou_dn: 0.454663 loss_class_aux_dn: 0.823226 loss_bbox_aux_dn: 0.351039 loss_giou_aux_dn: 1.087557 loss: 9.416821 eta: 28 days, 6:06:02 batch_cost: 0.7241 data_cost: 0.1219 ips: 11.0477 images/s
[08/18 12:04:31] ppdet.engine INFO: Epoch: [6] [38400/54024] learning_rate: 0.000100 loss_class: 0.782718 loss_bbox: 0.136426 loss_giou: 0.542730 loss_class_aux: 2.459548 loss_bbox_aux: 0.460790 loss_giou_aux: 1.743834 loss_class_dn: 0.384864 loss_bbox_dn: 0.137443 loss_giou_dn: 0.455318 loss_class_aux_dn: 0.853582 loss_bbox_aux_dn: 0.363599 loss_giou_aux_dn: 1.086264 loss: 9.476847 eta: 28 days, 6:02:12 batch_cost: 0.6589 data_cost: 0.0365 ips: 12.1421 images/s
[08/18 12:07:08] ppdet.engine INFO: Epoch: [6] [38600/54024] learning_rate: 0.000100 loss_class: 0.760298 loss_bbox: 0.141114 loss_giou: 0.559452 loss_class_aux: 2.350289 loss_bbox_aux: 0.455012 loss_giou_aux: 1.778036 loss_class_dn: 0.380253 loss_bbox_dn: 0.138331 loss_giou_dn: 0.456038 loss_class_aux_dn: 0.849024 loss_bbox_aux_dn: 0.366626 loss_giou_aux_dn: 1.095508 loss: 9.598998 eta: 28 days, 6:02:35 batch_cost: 0.7506 data_cost: 0.0485 ips: 10.6585 images/s
[08/18 12:09:19] ppdet.engine INFO: Epoch: [6] [38800/54024] learning_rate: 0.000100 loss_class: 0.805058 loss_bbox: 0.144116 loss_giou: 0.594251 loss_class_aux: 2.507074 loss_bbox_aux: 0.480946 loss_giou_aux: 1.908517 loss_class_dn: 0.395299 loss_bbox_dn: 0.145659 loss_giou_dn: 0.480930 loss_class_aux_dn: 0.889386 loss_bbox_aux_dn: 0.386053 loss_giou_aux_dn: 1.157595 loss: 9.957728 eta: 28 days, 5:56:34 batch_cost: 0.6116 data_cost: 0.0008 ips: 13.0814 images/s
[08/18 12:11:54] ppdet.engine INFO: Epoch: [6] [39000/54024] learning_rate: 0.000100 loss_class: 0.767506 loss_bbox: 0.136482 loss_giou: 0.595940 loss_class_aux: 2.420450 loss_bbox_aux: 0.461004 loss_giou_aux: 1.884403 loss_class_dn: 0.387780 loss_bbox_dn: 0.136873 loss_giou_dn: 0.481416 loss_class_aux_dn: 0.857757 loss_bbox_aux_dn: 0.346244 loss_giou_aux_dn: 1.153137 loss: 9.730873 eta: 28 days, 5:56:30 batch_cost: 0.7406 data_cost: 0.0635 ips: 10.8026 images/s
[08/18 12:14:28] ppdet.engine INFO: Epoch: [6] [39200/54024] learning_rate: 0.000100 loss_class: 0.780542 loss_bbox: 0.135825 loss_giou: 0.552314 loss_class_aux: 2.394033 loss_bbox_aux: 0.462765 loss_giou_aux: 1.761223 loss_class_dn: 0.380846 loss_bbox_dn: 0.144168 loss_giou_dn: 0.459105 loss_class_aux_dn: 0.858664 loss_bbox_aux_dn: 0.376371 loss_giou_aux_dn: 1.088244 loss: 9.460409 eta: 28 days, 5:55:58 batch_cost: 0.7305 data_cost: 0.0588 ips: 10.9520 images/s
[08/18 12:16:34] ppdet.engine INFO: Epoch: [6] [39400/54024] learning_rate: 0.000100 loss_class: 0.796651 loss_bbox: 0.141791 loss_giou: 0.589288 loss_class_aux: 2.486441 loss_bbox_aux: 0.468856 loss_giou_aux: 1.835861 loss_class_dn: 0.379170 loss_bbox_dn: 0.150919 loss_giou_dn: 0.461023 loss_class_aux_dn: 0.843283 loss_bbox_aux_dn: 0.386685 loss_giou_aux_dn: 1.118092 loss: 9.739242 eta: 28 days, 5:49:13 batch_cost: 0.5955 data_cost: 0.0382 ips: 13.4336 images/s
[08/18 12:19:16] ppdet.engine INFO: Epoch: [6] [39600/54024] learning_rate: 0.000100 loss_class: 0.761415 loss_bbox: 0.141667 loss_giou: 0.556322 loss_class_aux: 2.347587 loss_bbox_aux: 0.470491 loss_giou_aux: 1.798681 loss_class_dn: 0.377932 loss_bbox_dn: 0.139457 loss_giou_dn: 0.474910 loss_class_aux_dn: 0.839439 loss_bbox_aux_dn: 0.365197 loss_giou_aux_dn: 1.118463 loss: 9.660276 eta: 28 days, 5:50:30 batch_cost: 0.7701 data_cost: 0.0288 ips: 10.3879 images/s
[08/18 12:21:29] ppdet.engine INFO: Epoch: [6] [39800/54024] learning_rate: 0.000100 loss_class: 0.783745 loss_bbox: 0.136577 loss_giou: 0.576984 loss_class_aux: 2.430310 loss_bbox_aux: 0.469753 loss_giou_aux: 1.820096 loss_class_dn: 0.389250 loss_bbox_dn: 0.144610 loss_giou_dn: 0.474575 loss_class_aux_dn: 0.879269 loss_bbox_aux_dn: 0.374140 loss_giou_aux_dn: 1.141697 loss: 9.731919 eta: 28 days, 5:45:20 batch_cost: 0.6298 data_cost: 0.0014 ips: 12.7019 images/s
[08/18 12:23:52] ppdet.engine INFO: Epoch: [6] [40000/54024] learning_rate: 0.000100 loss_class: 0.755900 loss_bbox: 0.140205 loss_giou: 0.558366 loss_class_aux: 2.392999 loss_bbox_aux: 0.462905 loss_giou_aux: 1.791374 loss_class_dn: 0.391526 loss_bbox_dn: 0.139310 loss_giou_dn: 0.459757 loss_class_aux_dn: 0.863139 loss_bbox_aux_dn: 0.360627 loss_giou_aux_dn: 1.092354 loss: 9.718897 eta: 28 days, 5:42:16 batch_cost: 0.6755 data_cost: 0.0310 ips: 11.8438 images/s
[08/18 12:26:07] ppdet.engine INFO: Epoch: [6] [40200/54024] learning_rate: 0.000100 loss_class: 0.757368 loss_bbox: 0.137231 loss_giou: 0.565438 loss_class_aux: 2.352104 loss_bbox_aux: 0.469967 loss_giou_aux: 1.785051 loss_class_dn: 0.375492 loss_bbox_dn: 0.148241 loss_giou_dn: 0.452275 loss_class_aux_dn: 0.841088 loss_bbox_aux_dn: 0.374421 loss_giou_aux_dn: 1.089892 loss: 9.523053 eta: 28 days, 5:37:23 batch_cost: 0.6359 data_cost: 0.0066 ips: 12.5803 images/s
[08/18 12:28:47] ppdet.engine INFO: Epoch: [6] [40400/54024] learning_rate: 0.000100 loss_class: 0.744316 loss_bbox: 0.135448 loss_giou: 0.579023 loss_class_aux: 2.309286 loss_bbox_aux: 0.452134 loss_giou_aux: 1.859720 loss_class_dn: 0.379905 loss_bbox_dn: 0.134052 loss_giou_dn: 0.467706 loss_class_aux_dn: 0.837378 loss_bbox_aux_dn: 0.355218 loss_giou_aux_dn: 1.112985 loss: 9.516225 eta: 28 days, 5:38:21 batch_cost: 0.7636 data_cost: 0.0570 ips: 10.4770 images/s
[08/18 12:30:49] ppdet.engine INFO: Epoch: [6] [40600/54024] learning_rate: 0.000100 loss_class: 0.772812 loss_bbox: 0.138261 loss_giou: 0.527310 loss_class_aux: 2.393054 loss_bbox_aux: 0.456946 loss_giou_aux: 1.712052 loss_class_dn: 0.370900 loss_bbox_dn: 0.138814 loss_giou_dn: 0.441253 loss_class_aux_dn: 0.833856 loss_bbox_aux_dn: 0.367768 loss_giou_aux_dn: 1.044646 loss: 9.330972 eta: 28 days, 5:30:36 batch_cost: 0.5728 data_cost: 0.0196 ips: 13.9661 images/s
[08/18 12:33:11] ppdet.engine INFO: Epoch: [6] [40800/54024] learning_rate: 0.000100 loss_class: 0.784187 loss_bbox: 0.139518 loss_giou: 0.585375 loss_class_aux: 2.451638 loss_bbox_aux: 0.459284 loss_giou_aux: 1.864633 loss_class_dn: 0.384772 loss_bbox_dn: 0.140895 loss_giou_dn: 0.472082 loss_class_aux_dn: 0.852158 loss_bbox_aux_dn: 0.373916 loss_giou_aux_dn: 1.116280 loss: 9.665476 eta: 28 days, 5:27:30 batch_cost: 0.6749 data_cost: 0.0093 ips: 11.8544 images/s
[08/18 12:35:37] ppdet.engine INFO: Epoch: [6] [41000/54024] learning_rate: 0.000100 loss_class: 0.763841 loss_bbox: 0.137728 loss_giou: 0.542946 loss_class_aux: 2.408917 loss_bbox_aux: 0.461901 loss_giou_aux: 1.719519 loss_class_dn: 0.373548 loss_bbox_dn: 0.142204 loss_giou_dn: 0.443779 loss_class_aux_dn: 0.828584 loss_bbox_aux_dn: 0.362841 loss_giou_aux_dn: 1.068781 loss: 9.448599 eta: 28 days, 5:25:12 batch_cost: 0.6918 data_cost: 0.0443 ips: 11.5634 images/s
[08/18 12:37:43] ppdet.engine INFO: Epoch: [6] [41200/54024] learning_rate: 0.000100 loss_class: 0.772642 loss_bbox: 0.138511 loss_giou: 0.575414 loss_class_aux: 2.424426 loss_bbox_aux: 0.465248 loss_giou_aux: 1.837257 loss_class_dn: 0.386031 loss_bbox_dn: 0.141996 loss_giou_dn: 0.470515 loss_class_aux_dn: 0.868816 loss_bbox_aux_dn: 0.369757 loss_giou_aux_dn: 1.134579 loss: 9.641973 eta: 28 days, 5:18:22 batch_cost: 0.5927 data_cost: 0.0050 ips: 13.4986 images/s
[08/18 12:39:59] ppdet.engine INFO: Epoch: [6] [41400/54024] learning_rate: 0.000100 loss_class: 0.774962 loss_bbox: 0.138895 loss_giou: 0.561888 loss_class_aux: 2.421593 loss_bbox_aux: 0.464024 loss_giou_aux: 1.809591 loss_class_dn: 0.383166 loss_bbox_dn: 0.138003 loss_giou_dn: 0.457523 loss_class_aux_dn: 0.851675 loss_bbox_aux_dn: 0.355293 loss_giou_aux_dn: 1.090580 loss: 9.393233 eta: 28 days, 5:13:41 batch_cost: 0.6400 data_cost: 0.0334 ips: 12.5002 images/s
[08/18 12:42:25] ppdet.engine INFO: Epoch: [6] [41600/54024] learning_rate: 0.000100 loss_class: 0.771125 loss_bbox: 0.134741 loss_giou: 0.562589 loss_class_aux: 2.366092 loss_bbox_aux: 0.461581 loss_giou_aux: 1.794157 loss_class_dn: 0.379060 loss_bbox_dn: 0.137778 loss_giou_dn: 0.458296 loss_class_aux_dn: 0.830493 loss_bbox_aux_dn: 0.360350 loss_giou_aux_dn: 1.102734 loss: 9.506392 eta: 28 days, 5:11:20 batch_cost: 0.6906 data_cost: 0.0438 ips: 11.5848 images/s
[08/18 12:45:04] ppdet.engine INFO: Epoch: [6] [41800/54024] learning_rate: 0.000100 loss_class: 0.757286 loss_bbox: 0.140219 loss_giou: 0.558517 loss_class_aux: 2.357158 loss_bbox_aux: 0.460533 loss_giou_aux: 1.789793 loss_class_dn: 0.381838 loss_bbox_dn: 0.140317 loss_giou_dn: 0.465720 loss_class_aux_dn: 0.850387 loss_bbox_aux_dn: 0.357903 loss_giou_aux_dn: 1.098652 loss: 9.497291 eta: 28 days, 5:12:01 batch_cost: 0.7575 data_cost: 0.1094 ips: 10.5606 images/s
[08/18 12:47:37] ppdet.engine INFO: Epoch: [6] [42000/54024] learning_rate: 0.000100 loss_class: 0.739428 loss_bbox: 0.129838 loss_giou: 0.537005 loss_class_aux: 2.291912 loss_bbox_aux: 0.432448 loss_giou_aux: 1.714780 loss_class_dn: 0.358015 loss_bbox_dn: 0.130671 loss_giou_dn: 0.444558 loss_class_aux_dn: 0.800058 loss_bbox_aux_dn: 0.342382 loss_giou_aux_dn: 1.032253 loss: 8.998467 eta: 28 days, 5:11:18 batch_cost: 0.7269 data_cost: 0.1261 ips: 11.0051 images/s
[08/18 12:50:01] ppdet.engine INFO: Epoch: [6] [42200/54024] learning_rate: 0.000100 loss_class: 0.728655 loss_bbox: 0.132534 loss_giou: 0.550418 loss_class_aux: 2.306010 loss_bbox_aux: 0.455552 loss_giou_aux: 1.764009 loss_class_dn: 0.370013 loss_bbox_dn: 0.133084 loss_giou_dn: 0.456293 loss_class_aux_dn: 0.824591 loss_bbox_aux_dn: 0.347831 loss_giou_aux_dn: 1.086779 loss: 9.255733 eta: 28 days, 5:08:38 batch_cost: 0.6838 data_cost: 0.0411 ips: 11.6998 images/s
[08/18 12:52:20] ppdet.engine INFO: Epoch: [6] [42400/54024] learning_rate: 0.000100 loss_class: 0.753636 loss_bbox: 0.132551 loss_giou: 0.551715 loss_class_aux: 2.363811 loss_bbox_aux: 0.456787 loss_giou_aux: 1.759866 loss_class_dn: 0.368230 loss_bbox_dn: 0.140512 loss_giou_dn: 0.454821 loss_class_aux_dn: 0.821340 loss_bbox_aux_dn: 0.362127 loss_giou_aux_dn: 1.083983 loss: 9.416547 eta: 28 days, 5:04:39 batch_cost: 0.6550 data_cost: 0.0008 ips: 12.2134 images/s
[08/18 12:54:44] ppdet.engine INFO: Epoch: [6] [42600/54024] learning_rate: 0.000100 loss_class: 0.762653 loss_bbox: 0.137766 loss_giou: 0.615057 loss_class_aux: 2.371219 loss_bbox_aux: 0.469761 loss_giou_aux: 1.952140 loss_class_dn: 0.389951 loss_bbox_dn: 0.140643 loss_giou_dn: 0.492654 loss_class_aux_dn: 0.856956 loss_bbox_aux_dn: 0.373266 loss_giou_aux_dn: 1.169520 loss: 9.805956 eta: 28 days, 5:01:54 batch_cost: 0.6820 data_cost: 0.0308 ips: 11.7298 images/s
[08/18 12:57:02] ppdet.engine INFO: Epoch: [6] [42800/54024] learning_rate: 0.000100 loss_class: 0.791075 loss_bbox: 0.141657 loss_giou: 0.569083 loss_class_aux: 2.443997 loss_bbox_aux: 0.478139 loss_giou_aux: 1.842916 loss_class_dn: 0.381966 loss_bbox_dn: 0.142962 loss_giou_dn: 0.481583 loss_class_aux_dn: 0.856141 loss_bbox_aux_dn: 0.364128 loss_giou_aux_dn: 1.159504 loss: 9.668068 eta: 28 days, 4:57:57 batch_cost: 0.6556 data_cost: 0.0423 ips: 12.2029 images/s
[08/18 12:59:12] ppdet.engine INFO: Epoch: [6] [43000/54024] learning_rate: 0.000100 loss_class: 0.763640 loss_bbox: 0.131836 loss_giou: 0.553948 loss_class_aux: 2.370141 loss_bbox_aux: 0.454495 loss_giou_aux: 1.754792 loss_class_dn: 0.379906 loss_bbox_dn: 0.139005 loss_giou_dn: 0.457415 loss_class_aux_dn: 0.841144 loss_bbox_aux_dn: 0.355159 loss_giou_aux_dn: 1.077713 loss: 9.557311 eta: 28 days, 4:52:02 batch_cost: 0.6120 data_cost: 0.0681 ips: 13.0709 images/s
[08/18 13:01:41] ppdet.engine INFO: Epoch: [6] [43200/54024] learning_rate: 0.000100 loss_class: 0.751390 loss_bbox: 0.140468 loss_giou: 0.563058 loss_class_aux: 2.332226 loss_bbox_aux: 0.467765 loss_giou_aux: 1.753501 loss_class_dn: 0.375718 loss_bbox_dn: 0.141916 loss_giou_dn: 0.456852 loss_class_aux_dn: 0.818661 loss_bbox_aux_dn: 0.363596 loss_giou_aux_dn: 1.087345 loss: 9.481173 eta: 28 days, 4:50:17 batch_cost: 0.7043 data_cost: 0.0009 ips: 11.3596 images/s
[08/18 13:03:58] ppdet.engine INFO: Epoch: [6] [43400/54024] learning_rate: 0.000100 loss_class: 0.775203 loss_bbox: 0.138537 loss_giou: 0.581031 loss_class_aux: 2.468380 loss_bbox_aux: 0.473128 loss_giou_aux: 1.841639 loss_class_dn: 0.384111 loss_bbox_dn: 0.149456 loss_giou_dn: 0.485285 loss_class_aux_dn: 0.860496 loss_bbox_aux_dn: 0.385141 loss_giou_aux_dn: 1.148311 loss: 9.886199 eta: 28 days, 4:46:09 batch_cost: 0.6513 data_cost: 0.0251 ips: 12.2826 images/s
[08/18 13:06:29] ppdet.engine INFO: Epoch: [6] [43600/54024] learning_rate: 0.000100 loss_class: 0.749259 loss_bbox: 0.133565 loss_giou: 0.547754 loss_class_aux: 2.365721 loss_bbox_aux: 0.444762 loss_giou_aux: 1.758211 loss_class_dn: 0.380291 loss_bbox_dn: 0.140594 loss_giou_dn: 0.468095 loss_class_aux_dn: 0.845633 loss_bbox_aux_dn: 0.355293 loss_giou_aux_dn: 1.103759 loss: 9.564695 eta: 28 days, 4:44:59 batch_cost: 0.7168 data_cost: 0.0086 ips: 11.1611 images/s
[08/18 13:08:53] ppdet.engine INFO: Epoch: [6] [43800/54024] learning_rate: 0.000100 loss_class: 0.760379 loss_bbox: 0.136074 loss_giou: 0.596580 loss_class_aux: 2.390343 loss_bbox_aux: 0.465292 loss_giou_aux: 1.918815 loss_class_dn: 0.387899 loss_bbox_dn: 0.133910 loss_giou_dn: 0.467742 loss_class_aux_dn: 0.874147 loss_bbox_aux_dn: 0.359215 loss_giou_aux_dn: 1.100940 loss: 9.641741 eta: 28 days, 4:42:23 batch_cost: 0.6852 data_cost: 0.0314 ips: 11.6752 images/s
[08/18 13:11:18] ppdet.engine INFO: Epoch: [6] [44000/54024] learning_rate: 0.000100 loss_class: 0.765661 loss_bbox: 0.133297 loss_giou: 0.552955 loss_class_aux: 2.390000 loss_bbox_aux: 0.449901 loss_giou_aux: 1.761021 loss_class_dn: 0.374549 loss_bbox_dn: 0.139197 loss_giou_dn: 0.458114 loss_class_aux_dn: 0.838347 loss_bbox_aux_dn: 0.359873 loss_giou_aux_dn: 1.087846 loss: 9.465167 eta: 28 days, 4:39:46 batch_cost: 0.6848 data_cost: 0.0069 ips: 11.6819 images/s
[08/18 13:13:46] ppdet.engine INFO: Epoch: [6] [44200/54024] learning_rate: 0.000100 loss_class: 0.776107 loss_bbox: 0.146709 loss_giou: 0.616314 loss_class_aux: 2.450463 loss_bbox_aux: 0.490175 loss_giou_aux: 1.967571 loss_class_dn: 0.398427 loss_bbox_dn: 0.145565 loss_giou_dn: 0.479095 loss_class_aux_dn: 0.884114 loss_bbox_aux_dn: 0.380573 loss_giou_aux_dn: 1.158257 loss: 9.806294 eta: 28 days, 4:37:53 batch_cost: 0.7011 data_cost: 0.0197 ips: 11.4105 images/s
[08/18 13:15:55] ppdet.engine INFO: Epoch: [6] [44400/54024] learning_rate: 0.000100 loss_class: 0.774289 loss_bbox: 0.136026 loss_giou: 0.584961 loss_class_aux: 2.444609 loss_bbox_aux: 0.452217 loss_giou_aux: 1.864391 loss_class_dn: 0.379497 loss_bbox_dn: 0.136347 loss_giou_dn: 0.474270 loss_class_aux_dn: 0.846369 loss_bbox_aux_dn: 0.353377 loss_giou_aux_dn: 1.127133 loss: 9.745397 eta: 28 days, 4:31:51 batch_cost: 0.6090 data_cost: 0.0040 ips: 13.1358 images/s
[08/18 13:18:09] ppdet.engine INFO: Epoch: [6] [44600/54024] learning_rate: 0.000100 loss_class: 0.774359 loss_bbox: 0.137381 loss_giou: 0.559466 loss_class_aux: 2.424413 loss_bbox_aux: 0.453778 loss_giou_aux: 1.817990 loss_class_dn: 0.380145 loss_bbox_dn: 0.143716 loss_giou_dn: 0.455738 loss_class_aux_dn: 0.854052 loss_bbox_aux_dn: 0.376015 loss_giou_aux_dn: 1.082189 loss: 9.631809 eta: 28 days, 4:26:51 batch_cost: 0.6320 data_cost: 0.0323 ips: 12.6578 images/s
[08/18 13:20:36] ppdet.engine INFO: Epoch: [6] [44800/54024] learning_rate: 0.000100 loss_class: 0.759148 loss_bbox: 0.134169 loss_giou: 0.579282 loss_class_aux: 2.383079 loss_bbox_aux: 0.442439 loss_giou_aux: 1.844916 loss_class_dn: 0.377852 loss_bbox_dn: 0.136874 loss_giou_dn: 0.462812 loss_class_aux_dn: 0.833972 loss_bbox_aux_dn: 0.361466 loss_giou_aux_dn: 1.094067 loss: 9.538577 eta: 28 days, 4:24:46 batch_cost: 0.6967 data_cost: 0.0324 ips: 11.4832 images/s
[08/18 13:22:59] ppdet.engine INFO: Epoch: [6] [45000/54024] learning_rate: 0.000100 loss_class: 0.765648 loss_bbox: 0.137420 loss_giou: 0.570428 loss_class_aux: 2.412883 loss_bbox_aux: 0.466687 loss_giou_aux: 1.820770 loss_class_dn: 0.380506 loss_bbox_dn: 0.141595 loss_giou_dn: 0.455744 loss_class_aux_dn: 0.865006 loss_bbox_aux_dn: 0.370503 loss_giou_aux_dn: 1.096404 loss: 9.635780 eta: 28 days, 4:21:46 batch_cost: 0.6761 data_cost: 0.0463 ips: 11.8331 images/s
[08/18 13:25:05] ppdet.engine INFO: Epoch: [6] [45200/54024] learning_rate: 0.000100 loss_class: 0.774103 loss_bbox: 0.134507 loss_giou: 0.576835 loss_class_aux: 2.426026 loss_bbox_aux: 0.459641 loss_giou_aux: 1.874274 loss_class_dn: 0.384052 loss_bbox_dn: 0.137250 loss_giou_dn: 0.468194 loss_class_aux_dn: 0.863587 loss_bbox_aux_dn: 0.361388 loss_giou_aux_dn: 1.114760 loss: 9.622304 eta: 28 days, 4:15:01 batch_cost: 0.5927 data_cost: 0.0123 ips: 13.4968 images/s
[08/18 13:27:25] ppdet.engine INFO: Epoch: [6] [45400/54024] learning_rate: 0.000100 loss_class: 0.773852 loss_bbox: 0.144340 loss_giou: 0.579873 loss_class_aux: 2.421215 loss_bbox_aux: 0.484617 loss_giou_aux: 1.855850 loss_class_dn: 0.379485 loss_bbox_dn: 0.142400 loss_giou_dn: 0.457527 loss_class_aux_dn: 0.843276 loss_bbox_aux_dn: 0.371214 loss_giou_aux_dn: 1.092669 loss: 9.677772 eta: 28 days, 4:11:27 batch_cost: 0.6633 data_cost: 0.0075 ips: 12.0611 images/s
[08/18 13:29:55] ppdet.engine INFO: Epoch: [6] [45600/54024] learning_rate: 0.000100 loss_class: 0.773494 loss_bbox: 0.139653 loss_giou: 0.574738 loss_class_aux: 2.431341 loss_bbox_aux: 0.469742 loss_giou_aux: 1.832357 loss_class_dn: 0.384589 loss_bbox_dn: 0.137510 loss_giou_dn: 0.468946 loss_class_aux_dn: 0.861876 loss_bbox_aux_dn: 0.353427 loss_giou_aux_dn: 1.113966 loss: 9.653074 eta: 28 days, 4:10:16 batch_cost: 0.7165 data_cost: 0.0008 ips: 11.1648 images/s
[08/18 13:32:35] ppdet.engine INFO: Epoch: [6] [45800/54024] learning_rate: 0.000100 loss_class: 0.749130 loss_bbox: 0.146951 loss_giou: 0.549516 loss_class_aux: 2.334175 loss_bbox_aux: 0.487125 loss_giou_aux: 1.727205 loss_class_dn: 0.374546 loss_bbox_dn: 0.143229 loss_giou_dn: 0.447881 loss_class_aux_dn: 0.826496 loss_bbox_aux_dn: 0.375769 loss_giou_aux_dn: 1.066669 loss: 9.401863 eta: 28 days, 4:11:06 batch_cost: 0.7617 data_cost: 0.1366 ips: 10.5033 images/s
[08/18 13:34:58] ppdet.engine INFO: Epoch: [6] [46000/54024] learning_rate: 0.000100 loss_class: 0.778722 loss_bbox: 0.130838 loss_giou: 0.527508 loss_class_aux: 2.433452 loss_bbox_aux: 0.447955 loss_giou_aux: 1.709120 loss_class_dn: 0.376609 loss_bbox_dn: 0.142914 loss_giou_dn: 0.446013 loss_class_aux_dn: 0.845667 loss_bbox_aux_dn: 0.358741 loss_giou_aux_dn: 1.090418 loss: 9.479503 eta: 28 days, 4:08:08 batch_cost: 0.6767 data_cost: 0.0575 ips: 11.8215 images/s
[08/18 13:37:45] ppdet.engine INFO: Epoch: [6] [46200/54024] learning_rate: 0.000100 loss_class: 0.786560 loss_bbox: 0.135845 loss_giou: 0.582316 loss_class_aux: 2.453458 loss_bbox_aux: 0.461622 loss_giou_aux: 1.830922 loss_class_dn: 0.382922 loss_bbox_dn: 0.136997 loss_giou_dn: 0.462870 loss_class_aux_dn: 0.866780 loss_bbox_aux_dn: 0.342529 loss_giou_aux_dn: 1.094387 loss: 9.532909 eta: 28 days, 4:10:36 batch_cost: 0.7985 data_cost: 0.0229 ips: 10.0191 images/s
[08/18 13:39:59] ppdet.engine INFO: Epoch: [6] [46400/54024] learning_rate: 0.000100 loss_class: 0.766263 loss_bbox: 0.140079 loss_giou: 0.598651 loss_class_aux: 2.405022 loss_bbox_aux: 0.467761 loss_giou_aux: 1.904868 loss_class_dn: 0.382856 loss_bbox_dn: 0.136199 loss_giou_dn: 0.469777 loss_class_aux_dn: 0.855853 loss_bbox_aux_dn: 0.352636 loss_giou_aux_dn: 1.118409 loss: 9.463458 eta: 28 days, 4:05:29 batch_cost: 0.6285 data_cost: 0.0019 ips: 12.7286 images/s
[08/18 13:42:12] ppdet.engine INFO: Epoch: [6] [46600/54024] learning_rate: 0.000100 loss_class: 0.771541 loss_bbox: 0.139439 loss_giou: 0.533979 loss_class_aux: 2.427599 loss_bbox_aux: 0.463592 loss_giou_aux: 1.701162 loss_class_dn: 0.372322 loss_bbox_dn: 0.137412 loss_giou_dn: 0.447326 loss_class_aux_dn: 0.845531 loss_bbox_aux_dn: 0.353373 loss_giou_aux_dn: 1.071373 loss: 9.441368 eta: 28 days, 4:00:22 batch_cost: 0.6286 data_cost: 0.0008 ips: 12.7262 images/s
[08/18 13:44:32] ppdet.engine INFO: Epoch: [6] [46800/54024] learning_rate: 0.000100 loss_class: 0.765453 loss_bbox: 0.146120 loss_giou: 0.552813 loss_class_aux: 2.398134 loss_bbox_aux: 0.478223 loss_giou_aux: 1.753974 loss_class_dn: 0.379524 loss_bbox_dn: 0.144611 loss_giou_dn: 0.449074 loss_class_aux_dn: 0.841055 loss_bbox_aux_dn: 0.374780 loss_giou_aux_dn: 1.070349 loss: 9.465533 eta: 28 days, 3:56:50 batch_cost: 0.6641 data_cost: 0.0334 ips: 12.0473 images/s
[08/18 13:46:43] ppdet.engine INFO: Epoch: [6] [47000/54024] learning_rate: 0.000100 loss_class: 0.767297 loss_bbox: 0.140840 loss_giou: 0.550632 loss_class_aux: 2.384774 loss_bbox_aux: 0.477068 loss_giou_aux: 1.752158 loss_class_dn: 0.381163 loss_bbox_dn: 0.148443 loss_giou_dn: 0.452322 loss_class_aux_dn: 0.841372 loss_bbox_aux_dn: 0.378694 loss_giou_aux_dn: 1.068304 loss: 9.390559 eta: 28 days, 3:51:02 batch_cost: 0.6134 data_cost: 0.0061 ips: 13.0430 images/s
[08/18 13:49:19] ppdet.engine INFO: Epoch: [6] [47200/54024] learning_rate: 0.000100 loss_class: 0.756066 loss_bbox: 0.137150 loss_giou: 0.593417 loss_class_aux: 2.381972 loss_bbox_aux: 0.451699 loss_giou_aux: 1.886163 loss_class_dn: 0.386726 loss_bbox_dn: 0.139387 loss_giou_dn: 0.481388 loss_class_aux_dn: 0.853534 loss_bbox_aux_dn: 0.365259 loss_giou_aux_dn: 1.150652 loss: 9.717480 eta: 28 days, 3:50:58 batch_cost: 0.7417 data_cost: 0.0491 ips: 10.7859 images/s
[08/18 13:51:59] ppdet.engine INFO: Epoch: [6] [47400/54024] learning_rate: 0.000100 loss_class: 0.766762 loss_bbox: 0.135973 loss_giou: 0.573637 loss_class_aux: 2.391293 loss_bbox_aux: 0.451275 loss_giou_aux: 1.817407 loss_class_dn: 0.371745 loss_bbox_dn: 0.129820 loss_giou_dn: 0.467756 loss_class_aux_dn: 0.823844 loss_bbox_aux_dn: 0.345960 loss_giou_aux_dn: 1.113331 loss: 9.504039 eta: 28 days, 3:52:03 batch_cost: 0.7676 data_cost: 0.0211 ips: 10.4224 images/s
[08/18 13:54:01] ppdet.engine INFO: Epoch: [6] [47600/54024] learning_rate: 0.000100 loss_class: 0.781494 loss_bbox: 0.144737 loss_giou: 0.580842 loss_class_aux: 2.432128 loss_bbox_aux: 0.485668 loss_giou_aux: 1.860309 loss_class_dn: 0.382981 loss_bbox_dn: 0.143446 loss_giou_dn: 0.477027 loss_class_aux_dn: 0.862873 loss_bbox_aux_dn: 0.365038 loss_giou_aux_dn: 1.129608 loss: 9.845949 eta: 28 days, 3:44:22 batch_cost: 0.5705 data_cost: 0.0009 ips: 14.0220 images/s
[08/18 13:56:32] ppdet.engine INFO: Epoch: [6] [47800/54024] learning_rate: 0.000100 loss_class: 0.790749 loss_bbox: 0.142072 loss_giou: 0.598566 loss_class_aux: 2.490617 loss_bbox_aux: 0.476214 loss_giou_aux: 1.918576 loss_class_dn: 0.386984 loss_bbox_dn: 0.136809 loss_giou_dn: 0.494473 loss_class_aux_dn: 0.865066 loss_bbox_aux_dn: 0.357141 loss_giou_aux_dn: 1.186661 loss: 9.967463 eta: 28 days, 3:43:17 batch_cost: 0.7192 data_cost: 0.0308 ips: 11.1237 images/s
[08/18 13:58:52] ppdet.engine INFO: Epoch: [6] [48000/54024] learning_rate: 0.000100 loss_class: 0.724480 loss_bbox: 0.131838 loss_giou: 0.500152 loss_class_aux: 2.263353 loss_bbox_aux: 0.441707 loss_giou_aux: 1.581014 loss_class_dn: 0.358253 loss_bbox_dn: 0.139189 loss_giou_dn: 0.428628 loss_class_aux_dn: 0.801578 loss_bbox_aux_dn: 0.360065 loss_giou_aux_dn: 1.007789 loss: 8.976133 eta: 28 days, 3:39:30 batch_cost: 0.6581 data_cost: 0.0469 ips: 12.1558 images/s
[08/18 14:01:02] ppdet.engine INFO: Epoch: [6] [48200/54024] learning_rate: 0.000100 loss_class: 0.742301 loss_bbox: 0.132758 loss_giou: 0.547856 loss_class_aux: 2.313518 loss_bbox_aux: 0.438372 loss_giou_aux: 1.739070 loss_class_dn: 0.363110 loss_bbox_dn: 0.132144 loss_giou_dn: 0.438074 loss_class_aux_dn: 0.821922 loss_bbox_aux_dn: 0.349013 loss_giou_aux_dn: 1.065906 loss: 9.111869 eta: 28 days, 3:33:46 batch_cost: 0.6142 data_cost: 0.0160 ips: 13.0247 images/s
[08/18 14:03:17] ppdet.engine INFO: Epoch: [6] [48400/54024] learning_rate: 0.000100 loss_class: 0.788708 loss_bbox: 0.140804 loss_giou: 0.598558 loss_class_aux: 2.478684 loss_bbox_aux: 0.478556 loss_giou_aux: 1.962746 loss_class_dn: 0.401119 loss_bbox_dn: 0.141461 loss_giou_dn: 0.480812 loss_class_aux_dn: 0.891107 loss_bbox_aux_dn: 0.369165 loss_giou_aux_dn: 1.157892 loss: 9.950094 eta: 28 days, 3:28:59 batch_cost: 0.6356 data_cost: 0.0478 ips: 12.5866 images/s
[08/18 14:05:26] ppdet.engine INFO: Epoch: [6] [48600/54024] learning_rate: 0.000100 loss_class: 0.771821 loss_bbox: 0.139547 loss_giou: 0.572355 loss_class_aux: 2.427840 loss_bbox_aux: 0.458752 loss_giou_aux: 1.805227 loss_class_dn: 0.375119 loss_bbox_dn: 0.144424 loss_giou_dn: 0.471698 loss_class_aux_dn: 0.835521 loss_bbox_aux_dn: 0.373318 loss_giou_aux_dn: 1.115718 loss: 9.452561 eta: 28 days, 3:23:02 batch_cost: 0.6090 data_cost: 0.0140 ips: 13.1372 images/s
[08/18 14:07:50] ppdet.engine INFO: Epoch: [6] [48800/54024] learning_rate: 0.000100 loss_class: 0.784339 loss_bbox: 0.144719 loss_giou: 0.578429 loss_class_aux: 2.448437 loss_bbox_aux: 0.478857 loss_giou_aux: 1.844672 loss_class_dn: 0.382214 loss_bbox_dn: 0.149501 loss_giou_dn: 0.467510 loss_class_aux_dn: 0.851583 loss_bbox_aux_dn: 0.380749 loss_giou_aux_dn: 1.121870 loss: 9.801434 eta: 28 days, 3:20:21 batch_cost: 0.6829 data_cost: 0.0729 ips: 11.7151 images/s
[08/18 14:10:11] ppdet.engine INFO: Epoch: [6] [49000/54024] learning_rate: 0.000100 loss_class: 0.761784 loss_bbox: 0.149808 loss_giou: 0.604403 loss_class_aux: 2.416727 loss_bbox_aux: 0.495189 loss_giou_aux: 1.951506 loss_class_dn: 0.397977 loss_bbox_dn: 0.141750 loss_giou_dn: 0.484565 loss_class_aux_dn: 0.886477 loss_bbox_aux_dn: 0.364920 loss_giou_aux_dn: 1.155931 loss: 9.944416 eta: 28 days, 3:16:59 batch_cost: 0.6671 data_cost: 0.0050 ips: 11.9927 images/s
[08/18 14:12:39] ppdet.engine INFO: Epoch: [6] [49200/54024] learning_rate: 0.000100 loss_class: 0.763006 loss_bbox: 0.133837 loss_giou: 0.539171 loss_class_aux: 2.398170 loss_bbox_aux: 0.466795 loss_giou_aux: 1.761943 loss_class_dn: 0.379547 loss_bbox_dn: 0.139570 loss_giou_dn: 0.453314 loss_class_aux_dn: 0.834568 loss_bbox_aux_dn: 0.364404 loss_giou_aux_dn: 1.072608 loss: 9.357704 eta: 28 days, 3:15:02 batch_cost: 0.6993 data_cost: 0.0358 ips: 11.4401 images/s
[08/18 14:15:03] ppdet.engine INFO: Epoch: [6] [49400/54024] learning_rate: 0.000100 loss_class: 0.800053 loss_bbox: 0.149580 loss_giou: 0.614873 loss_class_aux: 2.500275 loss_bbox_aux: 0.493557 loss_giou_aux: 1.954404 loss_class_dn: 0.405545 loss_bbox_dn: 0.150624 loss_giou_dn: 0.486095 loss_class_aux_dn: 0.903873 loss_bbox_aux_dn: 0.389749 loss_giou_aux_dn: 1.170925 loss: 10.203129 eta: 28 days, 3:12:27 batch_cost: 0.6850 data_cost: 0.0646 ips: 11.6790 images/s
[08/18 14:18:03] ppdet.engine INFO: Epoch: [6] [49600/54024] learning_rate: 0.000100 loss_class: 0.738913 loss_bbox: 0.125030 loss_giou: 0.533366 loss_class_aux: 2.292612 loss_bbox_aux: 0.421367 loss_giou_aux: 1.706863 loss_class_dn: 0.356587 loss_bbox_dn: 0.134088 loss_giou_dn: 0.439605 loss_class_aux_dn: 0.796165 loss_bbox_aux_dn: 0.352791 loss_giou_aux_dn: 1.041172 loss: 8.920850 eta: 28 days, 3:17:45 batch_cost: 0.8638 data_cost: 0.0082 ips: 9.2610 images/s
[08/18 14:20:24] ppdet.engine INFO: Epoch: [6] [49800/54024] learning_rate: 0.000100 loss_class: 0.750760 loss_bbox: 0.135046 loss_giou: 0.570394 loss_class_aux: 2.404243 loss_bbox_aux: 0.458133 loss_giou_aux: 1.790146 loss_class_dn: 0.378425 loss_bbox_dn: 0.134265 loss_giou_dn: 0.453463 loss_class_aux_dn: 0.841018 loss_bbox_aux_dn: 0.340639 loss_giou_aux_dn: 1.081144 loss: 9.741644 eta: 28 days, 3:14:25 batch_cost: 0.6681 data_cost: 0.0460 ips: 11.9751 images/s
[08/18 14:22:31] ppdet.engine INFO: Epoch: [6] [50000/54024] learning_rate: 0.000100 loss_class: 0.800518 loss_bbox: 0.144843 loss_giou: 0.583174 loss_class_aux: 2.461563 loss_bbox_aux: 0.482586 loss_giou_aux: 1.882021 loss_class_dn: 0.396640 loss_bbox_dn: 0.145590 loss_giou_dn: 0.467919 loss_class_aux_dn: 0.887765 loss_bbox_aux_dn: 0.378614 loss_giou_aux_dn: 1.133121 loss: 9.974562 eta: 28 days, 3:07:57 batch_cost: 0.5969 data_cost: 0.0110 ips: 13.4037 images/s
[08/18 14:25:12] ppdet.engine INFO: Epoch: [6] [50200/54024] learning_rate: 0.000100 loss_class: 0.753616 loss_bbox: 0.128836 loss_giou: 0.523256 loss_class_aux: 2.375532 loss_bbox_aux: 0.435938 loss_giou_aux: 1.647151 loss_class_dn: 0.362653 loss_bbox_dn: 0.135384 loss_giou_dn: 0.431690 loss_class_aux_dn: 0.819061 loss_bbox_aux_dn: 0.359440 loss_giou_aux_dn: 1.043719 loss: 8.920205 eta: 28 days, 3:08:56 batch_cost: 0.7662 data_cost: 0.1827 ips: 10.4415 images/s
[08/18 14:27:31] ppdet.engine INFO: Epoch: [6] [50400/54024] learning_rate: 0.000100 loss_class: 0.769546 loss_bbox: 0.128299 loss_giou: 0.567340 loss_class_aux: 2.376932 loss_bbox_aux: 0.445036 loss_giou_aux: 1.781067 loss_class_dn: 0.370801 loss_bbox_dn: 0.136373 loss_giou_dn: 0.452496 loss_class_aux_dn: 0.818841 loss_bbox_aux_dn: 0.351328 loss_giou_aux_dn: 1.063804 loss: 9.516764 eta: 28 days, 3:05:06 batch_cost: 0.6566 data_cost: 0.0008 ips: 12.1844 images/s
[08/18 14:29:57] ppdet.engine INFO: Epoch: [6] [50600/54024] learning_rate: 0.000100 loss_class: 0.771897 loss_bbox: 0.139362 loss_giou: 0.553169 loss_class_aux: 2.381793 loss_bbox_aux: 0.463213 loss_giou_aux: 1.788396 loss_class_dn: 0.373593 loss_bbox_dn: 0.137514 loss_giou_dn: 0.439435 loss_class_aux_dn: 0.835012 loss_bbox_aux_dn: 0.364605 loss_giou_aux_dn: 1.069618 loss: 9.437842 eta: 28 days, 3:02:53 batch_cost: 0.6935 data_cost: 0.0299 ips: 11.5359 images/s
[08/18 14:32:22] ppdet.engine INFO: Epoch: [6] [50800/54024] learning_rate: 0.000100 loss_class: 0.750705 loss_bbox: 0.133707 loss_giou: 0.558628 loss_class_aux: 2.363966 loss_bbox_aux: 0.432798 loss_giou_aux: 1.798890 loss_class_dn: 0.376882 loss_bbox_dn: 0.136893 loss_giou_dn: 0.447902 loss_class_aux_dn: 0.844866 loss_bbox_aux_dn: 0.352225 loss_giou_aux_dn: 1.073278 loss: 9.546785 eta: 28 days, 3:00:28 batch_cost: 0.6887 data_cost: 0.0497 ips: 11.6155 images/s
[08/18 14:34:49] ppdet.engine INFO: Epoch: [6] [51000/54024] learning_rate: 0.000100 loss_class: 0.788540 loss_bbox: 0.138103 loss_giou: 0.565977 loss_class_aux: 2.458451 loss_bbox_aux: 0.470311 loss_giou_aux: 1.815651 loss_class_dn: 0.397652 loss_bbox_dn: 0.143577 loss_giou_dn: 0.465506 loss_class_aux_dn: 0.889358 loss_bbox_aux_dn: 0.369004 loss_giou_aux_dn: 1.115395 loss: 9.770441 eta: 28 days, 2:58:26 batch_cost: 0.6978 data_cost: 0.0539 ips: 11.4650 images/s
[08/18 14:37:06] ppdet.engine INFO: Epoch: [6] [51200/54024] learning_rate: 0.000100 loss_class: 0.782681 loss_bbox: 0.146333 loss_giou: 0.592510 loss_class_aux: 2.440068 loss_bbox_aux: 0.481963 loss_giou_aux: 1.926573 loss_class_dn: 0.399037 loss_bbox_dn: 0.143931 loss_giou_dn: 0.485086 loss_class_aux_dn: 0.873290 loss_bbox_aux_dn: 0.375531 loss_giou_aux_dn: 1.144147 loss: 10.046352 eta: 28 days, 2:54:13 batch_cost: 0.6475 data_cost: 0.0393 ips: 12.3554 images/s
[08/18 14:39:46] ppdet.engine INFO: Epoch: [6] [51400/54024] learning_rate: 0.000100 loss_class: 0.725660 loss_bbox: 0.132674 loss_giou: 0.533229 loss_class_aux: 2.281439 loss_bbox_aux: 0.439164 loss_giou_aux: 1.702199 loss_class_dn: 0.359273 loss_bbox_dn: 0.137877 loss_giou_dn: 0.436721 loss_class_aux_dn: 0.792491 loss_bbox_aux_dn: 0.359009 loss_giou_aux_dn: 1.051520 loss: 9.025336 eta: 28 days, 2:54:56 batch_cost: 0.7606 data_cost: 0.0380 ips: 10.5186 images/s
[08/18 14:42:15] ppdet.engine INFO: Epoch: [6] [51600/54024] learning_rate: 0.000100 loss_class: 0.766453 loss_bbox: 0.139239 loss_giou: 0.553894 loss_class_aux: 2.398316 loss_bbox_aux: 0.460541 loss_giou_aux: 1.765278 loss_class_dn: 0.370154 loss_bbox_dn: 0.136805 loss_giou_dn: 0.452110 loss_class_aux_dn: 0.833476 loss_bbox_aux_dn: 0.362301 loss_giou_aux_dn: 1.082879 loss: 9.462011 eta: 28 days, 2:53:24 batch_cost: 0.7090 data_cost: 0.0535 ips: 11.2838 images/s
[08/18 14:44:29] ppdet.engine INFO: Epoch: [6] [51800/54024] learning_rate: 0.000100 loss_class: 0.770229 loss_bbox: 0.141161 loss_giou: 0.575325 loss_class_aux: 2.449371 loss_bbox_aux: 0.470821 loss_giou_aux: 1.813870 loss_class_dn: 0.380085 loss_bbox_dn: 0.145763 loss_giou_dn: 0.469018 loss_class_aux_dn: 0.851220 loss_bbox_aux_dn: 0.375484 loss_giou_aux_dn: 1.100872 loss: 9.464585 eta: 28 days, 2:48:44 batch_cost: 0.6373 data_cost: 0.0244 ips: 12.5521 images/s
[08/18 14:46:55] ppdet.engine INFO: Epoch: [6] [52000/54024] learning_rate: 0.000100 loss_class: 0.772965 loss_bbox: 0.139443 loss_giou: 0.594675 loss_class_aux: 2.427968 loss_bbox_aux: 0.476393 loss_giou_aux: 1.896839 loss_class_dn: 0.378003 loss_bbox_dn: 0.139524 loss_giou_dn: 0.483573 loss_class_aux_dn: 0.848845 loss_bbox_aux_dn: 0.364047 loss_giou_aux_dn: 1.145138 loss: 9.585093 eta: 28 days, 2:46:28 batch_cost: 0.6921 data_cost: 0.0597 ips: 11.5583 images/s
[08/18 14:49:14] ppdet.engine INFO: Epoch: [6] [52200/54024] learning_rate: 0.000100 loss_class: 0.750257 loss_bbox: 0.139495 loss_giou: 0.556017 loss_class_aux: 2.336504 loss_bbox_aux: 0.462041 loss_giou_aux: 1.743027 loss_class_dn: 0.371637 loss_bbox_dn: 0.140801 loss_giou_dn: 0.458371 loss_class_aux_dn: 0.823001 loss_bbox_aux_dn: 0.362687 loss_giou_aux_dn: 1.078274 loss: 9.282908 eta: 28 days, 2:42:40 batch_cost: 0.6573 data_cost: 0.0008 ips: 12.1708 images/s
[08/18 14:51:54] ppdet.engine INFO: Epoch: [6] [52400/54024] learning_rate: 0.000100 loss_class: 0.746872 loss_bbox: 0.142837 loss_giou: 0.574695 loss_class_aux: 2.329703 loss_bbox_aux: 0.473527 loss_giou_aux: 1.844613 loss_class_dn: 0.384557 loss_bbox_dn: 0.138522 loss_giou_dn: 0.467340 loss_class_aux_dn: 0.840119 loss_bbox_aux_dn: 0.365403 loss_giou_aux_dn: 1.117104 loss: 9.734920 eta: 28 days, 2:43:37 batch_cost: 0.7659 data_cost: 0.0755 ips: 10.4451 images/s
[08/18 14:54:22] ppdet.engine INFO: Epoch: [6] [52600/54024] learning_rate: 0.000100 loss_class: 0.744547 loss_bbox: 0.134399 loss_giou: 0.581651 loss_class_aux: 2.338649 loss_bbox_aux: 0.463755 loss_giou_aux: 1.856275 loss_class_dn: 0.380840 loss_bbox_dn: 0.135650 loss_giou_dn: 0.454913 loss_class_aux_dn: 0.845264 loss_bbox_aux_dn: 0.362025 loss_giou_aux_dn: 1.092006 loss: 9.551703 eta: 28 days, 2:41:47 batch_cost: 0.7021 data_cost: 0.0170 ips: 11.3936 images/s
[08/18 14:56:59] ppdet.engine INFO: Epoch: [6] [52800/54024] learning_rate: 0.000100 loss_class: 0.747254 loss_bbox: 0.131896 loss_giou: 0.573457 loss_class_aux: 2.348518 loss_bbox_aux: 0.448586 loss_giou_aux: 1.819768 loss_class_dn: 0.372518 loss_bbox_dn: 0.131009 loss_giou_dn: 0.454565 loss_class_aux_dn: 0.831896 loss_bbox_aux_dn: 0.352391 loss_giou_aux_dn: 1.103165 loss: 9.374719 eta: 28 days, 2:42:03 batch_cost: 0.7504 data_cost: 0.0225 ips: 10.6615 images/s
[08/18 14:59:15] ppdet.engine INFO: Epoch: [6] [53000/54024] learning_rate: 0.000100 loss_class: 0.768222 loss_bbox: 0.138338 loss_giou: 0.570147 loss_class_aux: 2.406350 loss_bbox_aux: 0.449527 loss_giou_aux: 1.831923 loss_class_dn: 0.380057 loss_bbox_dn: 0.135544 loss_giou_dn: 0.452341 loss_class_aux_dn: 0.846118 loss_bbox_aux_dn: 0.361278 loss_giou_aux_dn: 1.078607 loss: 9.556155 eta: 28 days, 2:37:39 batch_cost: 0.6434 data_cost: 0.0326 ips: 12.4333 images/s
[08/18 15:01:59] ppdet.engine INFO: Epoch: [6] [53200/54024] learning_rate: 0.000100 loss_class: 0.795572 loss_bbox: 0.139725 loss_giou: 0.571674 loss_class_aux: 2.467023 loss_bbox_aux: 0.464919 loss_giou_aux: 1.801461 loss_class_dn: 0.392218 loss_bbox_dn: 0.132912 loss_giou_dn: 0.461771 loss_class_aux_dn: 0.869878 loss_bbox_aux_dn: 0.343321 loss_giou_aux_dn: 1.097020 loss: 9.845869 eta: 28 days, 2:39:17 batch_cost: 0.7821 data_cost: 0.0557 ips: 10.2284 images/s
[08/18 15:04:52] ppdet.engine INFO: Epoch: [6] [53400/54024] learning_rate: 0.000100 loss_class: 0.778700 loss_bbox: 0.139889 loss_giou: 0.572861 loss_class_aux: 2.425010 loss_bbox_aux: 0.474879 loss_giou_aux: 1.850555 loss_class_dn: 0.385369 loss_bbox_dn: 0.143244 loss_giou_dn: 0.464691 loss_class_aux_dn: 0.849372 loss_bbox_aux_dn: 0.375186 loss_giou_aux_dn: 1.102570 loss: 9.600141 eta: 28 days, 2:42:55 batch_cost: 0.8278 data_cost: 0.1686 ips: 9.6639 images/s
[08/18 15:07:02] ppdet.engine INFO: Epoch: [6] [53600/54024] learning_rate: 0.000100 loss_class: 0.749256 loss_bbox: 0.140866 loss_giou: 0.558283 loss_class_aux: 2.372491 loss_bbox_aux: 0.471326 loss_giou_aux: 1.782069 loss_class_dn: 0.379321 loss_bbox_dn: 0.140648 loss_giou_dn: 0.460198 loss_class_aux_dn: 0.852078 loss_bbox_aux_dn: 0.369562 loss_giou_aux_dn: 1.088754 loss: 9.455611 eta: 28 days, 2:37:13 batch_cost: 0.6137 data_cost: 0.0008 ips: 13.0365 images/s
[08/18 15:09:13] ppdet.engine INFO: Epoch: [6] [53800/54024] learning_rate: 0.000100 loss_class: 0.757187 loss_bbox: 0.133502 loss_giou: 0.554241 loss_class_aux: 2.370741 loss_bbox_aux: 0.452743 loss_giou_aux: 1.756902 loss_class_dn: 0.374808 loss_bbox_dn: 0.135963 loss_giou_dn: 0.455256 loss_class_aux_dn: 0.834378 loss_bbox_aux_dn: 0.359906 loss_giou_aux_dn: 1.078835 loss: 9.503888 eta: 28 days, 2:31:29 batch_cost: 0.6124 data_cost: 0.0115 ips: 13.0640 images/s
[08/18 15:11:29] ppdet.engine INFO: Epoch: [6] [54000/54024] learning_rate: 0.000100 loss_class: 0.784017 loss_bbox: 0.141745 loss_giou: 0.582037 loss_class_aux: 2.444971 loss_bbox_aux: 0.479362 loss_giou_aux: 1.868791 loss_class_dn: 0.392237 loss_bbox_dn: 0.151029 loss_giou_dn: 0.476002 loss_class_aux_dn: 0.882778 loss_bbox_aux_dn: 0.376565 loss_giou_aux_dn: 1.134799 loss: 9.693077 eta: 28 days, 2:27:16 batch_cost: 0.6474 data_cost: 0.0043 ips: 12.3564 images/s
[08/18 15:11:57] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
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[08/18 15:39:23] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=5.89s)
creating index...
index created!
[08/18 15:39:30] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=245.04s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=2432.29s).
Accumulating evaluation results...
DONE (t=702.32s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.209
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.287
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.225
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.095
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.198
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.283
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.227
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.435
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.466
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.252
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.455
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.610
[08/18 16:37:33] ppdet.engine INFO: Total sample number: 80000, average FPS: 59.6243113438944
[08/18 16:37:33] ppdet.engine INFO: Best test bbox ap is 0.209.
[08/18 16:37:35] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
[08/18 16:37:45] ppdet.engine INFO: Epoch: [7] [    0/54024] learning_rate: 0.000100 loss_class: 0.760987 loss_bbox: 0.142334 loss_giou: 0.593639 loss_class_aux: 2.411486 loss_bbox_aux: 0.480110 loss_giou_aux: 1.903473 loss_class_dn: 0.390586 loss_bbox_dn: 0.151029 loss_giou_dn: 0.483599 loss_class_aux_dn: 0.875631 loss_bbox_aux_dn: 0.374130 loss_giou_aux_dn: 1.153176 loss: 9.793248 eta: 28 days, 2:27:06 batch_cost: 0.6416 data_cost: 0.0011 ips: 12.4682 images/s
[08/18 16:40:56] ppdet.engine INFO: Epoch: [7] [  200/54024] learning_rate: 0.000100 loss_class: 0.773543 loss_bbox: 0.139929 loss_giou: 0.568556 loss_class_aux: 2.401568 loss_bbox_aux: 0.472471 loss_giou_aux: 1.785320 loss_class_dn: 0.381601 loss_bbox_dn: 0.140676 loss_giou_dn: 0.462127 loss_class_aux_dn: 0.845190 loss_bbox_aux_dn: 0.365544 loss_giou_aux_dn: 1.112424 loss: 9.801104 eta: 28 days, 2:34:30 batch_cost: 0.9154 data_cost: 0.0704 ips: 8.7391 images/s
[08/18 16:43:31] ppdet.engine INFO: Epoch: [7] [  400/54024] learning_rate: 0.000100 loss_class: 0.762765 loss_bbox: 0.133106 loss_giou: 0.561008 loss_class_aux: 2.369381 loss_bbox_aux: 0.461343 loss_giou_aux: 1.800634 loss_class_dn: 0.374298 loss_bbox_dn: 0.141241 loss_giou_dn: 0.464225 loss_class_aux_dn: 0.839934 loss_bbox_aux_dn: 0.378648 loss_giou_aux_dn: 1.088823 loss: 9.427614 eta: 28 days, 2:34:00 batch_cost: 0.7335 data_cost: 0.0158 ips: 10.9067 images/s
[08/18 16:46:02] ppdet.engine INFO: Epoch: [7] [  600/54024] learning_rate: 0.000100 loss_class: 0.774187 loss_bbox: 0.135739 loss_giou: 0.562430 loss_class_aux: 2.388983 loss_bbox_aux: 0.449517 loss_giou_aux: 1.801806 loss_class_dn: 0.382598 loss_bbox_dn: 0.132225 loss_giou_dn: 0.466507 loss_class_aux_dn: 0.849239 loss_bbox_aux_dn: 0.355003 loss_giou_aux_dn: 1.098972 loss: 9.454902 eta: 28 days, 2:32:30 batch_cost: 0.7101 data_cost: 0.0253 ips: 11.2658 images/s
[08/18 16:48:16] ppdet.engine INFO: Epoch: [7] [  800/54024] learning_rate: 0.000100 loss_class: 0.774193 loss_bbox: 0.137404 loss_giou: 0.577355 loss_class_aux: 2.429438 loss_bbox_aux: 0.447948 loss_giou_aux: 1.816393 loss_class_dn: 0.388648 loss_bbox_dn: 0.133280 loss_giou_dn: 0.462718 loss_class_aux_dn: 0.871613 loss_bbox_aux_dn: 0.350371 loss_giou_aux_dn: 1.104281 loss: 9.501779 eta: 28 days, 2:27:34 batch_cost: 0.6306 data_cost: 0.0559 ips: 12.6858 images/s
[08/18 16:50:31] ppdet.engine INFO: Epoch: [7] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.771282 loss_bbox: 0.138354 loss_giou: 0.555419 loss_class_aux: 2.421249 loss_bbox_aux: 0.461557 loss_giou_aux: 1.772595 loss_class_dn: 0.380170 loss_bbox_dn: 0.143748 loss_giou_dn: 0.460000 loss_class_aux_dn: 0.837112 loss_bbox_aux_dn: 0.366746 loss_giou_aux_dn: 1.101748 loss: 9.586637 eta: 28 days, 2:22:57 batch_cost: 0.6383 data_cost: 0.0483 ips: 12.5330 images/s
[08/18 16:52:56] ppdet.engine INFO: Epoch: [7] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.765491 loss_bbox: 0.137860 loss_giou: 0.579230 loss_class_aux: 2.385912 loss_bbox_aux: 0.461017 loss_giou_aux: 1.853139 loss_class_dn: 0.381027 loss_bbox_dn: 0.140483 loss_giou_dn: 0.466465 loss_class_aux_dn: 0.848794 loss_bbox_aux_dn: 0.365624 loss_giou_aux_dn: 1.121422 loss: 9.400076 eta: 28 days, 2:20:29 batch_cost: 0.6877 data_cost: 0.0447 ips: 11.6337 images/s
[08/18 16:55:22] ppdet.engine INFO: Epoch: [7] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.735866 loss_bbox: 0.135484 loss_giou: 0.525732 loss_class_aux: 2.330800 loss_bbox_aux: 0.454727 loss_giou_aux: 1.688693 loss_class_dn: 0.369628 loss_bbox_dn: 0.144288 loss_giou_dn: 0.442440 loss_class_aux_dn: 0.830809 loss_bbox_aux_dn: 0.372229 loss_giou_aux_dn: 1.053925 loss: 9.393692 eta: 28 days, 2:18:00 batch_cost: 0.6874 data_cost: 0.0197 ips: 11.6375 images/s
[08/18 16:57:53] ppdet.engine INFO: Epoch: [7] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.777404 loss_bbox: 0.140650 loss_giou: 0.599060 loss_class_aux: 2.400096 loss_bbox_aux: 0.463429 loss_giou_aux: 1.901903 loss_class_dn: 0.393512 loss_bbox_dn: 0.132612 loss_giou_dn: 0.483227 loss_class_aux_dn: 0.881503 loss_bbox_aux_dn: 0.347733 loss_giou_aux_dn: 1.157347 loss: 9.941553 eta: 28 days, 2:16:49 batch_cost: 0.7177 data_cost: 0.0412 ips: 11.1475 images/s
[08/18 17:00:07] ppdet.engine INFO: Epoch: [7] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.792065 loss_bbox: 0.138604 loss_giou: 0.532822 loss_class_aux: 2.488094 loss_bbox_aux: 0.473065 loss_giou_aux: 1.712106 loss_class_dn: 0.381959 loss_bbox_dn: 0.145876 loss_giou_dn: 0.449398 loss_class_aux_dn: 0.849966 loss_bbox_aux_dn: 0.378091 loss_giou_aux_dn: 1.069438 loss: 9.525959 eta: 28 days, 2:11:53 batch_cost: 0.6305 data_cost: 0.0229 ips: 12.6893 images/s
[08/18 17:02:31] ppdet.engine INFO: Epoch: [7] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.743603 loss_bbox: 0.142795 loss_giou: 0.533107 loss_class_aux: 2.332618 loss_bbox_aux: 0.480514 loss_giou_aux: 1.723891 loss_class_dn: 0.370567 loss_bbox_dn: 0.139213 loss_giou_dn: 0.451852 loss_class_aux_dn: 0.822281 loss_bbox_aux_dn: 0.367634 loss_giou_aux_dn: 1.078887 loss: 9.309681 eta: 28 days, 2:09:16 batch_cost: 0.6845 data_cost: 0.0384 ips: 11.6880 images/s
[08/18 17:05:07] ppdet.engine INFO: Epoch: [7] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.776328 loss_bbox: 0.132596 loss_giou: 0.549728 loss_class_aux: 2.423230 loss_bbox_aux: 0.440912 loss_giou_aux: 1.762964 loss_class_dn: 0.381738 loss_bbox_dn: 0.137728 loss_giou_dn: 0.438347 loss_class_aux_dn: 0.842539 loss_bbox_aux_dn: 0.353536 loss_giou_aux_dn: 1.060253 loss: 9.373653 eta: 28 days, 2:09:08 batch_cost: 0.7419 data_cost: 0.0151 ips: 10.7833 images/s
[08/18 17:07:56] ppdet.engine INFO: Epoch: [7] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.793428 loss_bbox: 0.139335 loss_giou: 0.590669 loss_class_aux: 2.481879 loss_bbox_aux: 0.466951 loss_giou_aux: 1.885761 loss_class_dn: 0.395222 loss_bbox_dn: 0.137702 loss_giou_dn: 0.473455 loss_class_aux_dn: 0.879489 loss_bbox_aux_dn: 0.348774 loss_giou_aux_dn: 1.142729 loss: 9.818391 eta: 28 days, 2:11:49 batch_cost: 0.8079 data_cost: 0.0072 ips: 9.9025 images/s
[08/18 17:10:24] ppdet.engine INFO: Epoch: [7] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.782648 loss_bbox: 0.136722 loss_giou: 0.579863 loss_class_aux: 2.421412 loss_bbox_aux: 0.472984 loss_giou_aux: 1.840140 loss_class_dn: 0.396799 loss_bbox_dn: 0.140380 loss_giou_dn: 0.468298 loss_class_aux_dn: 0.873460 loss_bbox_aux_dn: 0.370475 loss_giou_aux_dn: 1.125515 loss: 9.968920 eta: 28 days, 2:09:52 batch_cost: 0.7001 data_cost: 0.0310 ips: 11.4268 images/s
[08/18 17:12:48] ppdet.engine INFO: Epoch: [7] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.790379 loss_bbox: 0.142573 loss_giou: 0.594373 loss_class_aux: 2.475605 loss_bbox_aux: 0.485245 loss_giou_aux: 1.868705 loss_class_dn: 0.387689 loss_bbox_dn: 0.143105 loss_giou_dn: 0.472404 loss_class_aux_dn: 0.874202 loss_bbox_aux_dn: 0.363138 loss_giou_aux_dn: 1.115555 loss: 9.880279 eta: 28 days, 2:07:02 batch_cost: 0.6792 data_cost: 0.0375 ips: 11.7789 images/s
[08/18 17:15:15] ppdet.engine INFO: Epoch: [7] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.774418 loss_bbox: 0.134968 loss_giou: 0.569053 loss_class_aux: 2.456854 loss_bbox_aux: 0.445292 loss_giou_aux: 1.819791 loss_class_dn: 0.379527 loss_bbox_dn: 0.143176 loss_giou_dn: 0.456145 loss_class_aux_dn: 0.851544 loss_bbox_aux_dn: 0.370601 loss_giou_aux_dn: 1.094433 loss: 9.584869 eta: 28 days, 2:05:00 batch_cost: 0.6980 data_cost: 0.0044 ips: 11.4616 images/s
[08/18 17:17:43] ppdet.engine INFO: Epoch: [7] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.774432 loss_bbox: 0.139321 loss_giou: 0.587381 loss_class_aux: 2.404473 loss_bbox_aux: 0.478441 loss_giou_aux: 1.884946 loss_class_dn: 0.389314 loss_bbox_dn: 0.148130 loss_giou_dn: 0.479381 loss_class_aux_dn: 0.863406 loss_bbox_aux_dn: 0.384912 loss_giou_aux_dn: 1.145765 loss: 9.908046 eta: 28 days, 2:03:10 batch_cost: 0.7028 data_cost: 0.0580 ips: 11.3826 images/s
[08/18 17:19:55] ppdet.engine INFO: Epoch: [7] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.779867 loss_bbox: 0.139981 loss_giou: 0.565199 loss_class_aux: 2.459329 loss_bbox_aux: 0.454780 loss_giou_aux: 1.789220 loss_class_dn: 0.388218 loss_bbox_dn: 0.143909 loss_giou_dn: 0.459213 loss_class_aux_dn: 0.856275 loss_bbox_aux_dn: 0.369434 loss_giou_aux_dn: 1.120251 loss: 9.912670 eta: 28 days, 1:57:45 batch_cost: 0.6187 data_cost: 0.0078 ips: 12.9313 images/s
[08/18 17:22:22] ppdet.engine INFO: Epoch: [7] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.788819 loss_bbox: 0.136117 loss_giou: 0.551829 loss_class_aux: 2.447157 loss_bbox_aux: 0.452180 loss_giou_aux: 1.774120 loss_class_dn: 0.386451 loss_bbox_dn: 0.140646 loss_giou_dn: 0.442197 loss_class_aux_dn: 0.859130 loss_bbox_aux_dn: 0.367624 loss_giou_aux_dn: 1.065023 loss: 9.460301 eta: 28 days, 1:55:52 batch_cost: 0.7017 data_cost: 0.0074 ips: 11.4003 images/s
[08/18 17:24:36] ppdet.engine INFO: Epoch: [7] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.736913 loss_bbox: 0.140454 loss_giou: 0.520569 loss_class_aux: 2.305953 loss_bbox_aux: 0.481155 loss_giou_aux: 1.676081 loss_class_dn: 0.375513 loss_bbox_dn: 0.148191 loss_giou_dn: 0.439867 loss_class_aux_dn: 0.830018 loss_bbox_aux_dn: 0.379134 loss_giou_aux_dn: 1.057635 loss: 9.216568 eta: 28 days, 1:50:50 batch_cost: 0.6275 data_cost: 0.0021 ips: 12.7495 images/s
[08/18 17:27:27] ppdet.engine INFO: Epoch: [7] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.755314 loss_bbox: 0.136924 loss_giou: 0.566690 loss_class_aux: 2.378484 loss_bbox_aux: 0.454328 loss_giou_aux: 1.801822 loss_class_dn: 0.373998 loss_bbox_dn: 0.136668 loss_giou_dn: 0.455875 loss_class_aux_dn: 0.833521 loss_bbox_aux_dn: 0.354494 loss_giou_aux_dn: 1.083402 loss: 9.394464 eta: 28 days, 1:53:54 batch_cost: 0.8175 data_cost: 0.0286 ips: 9.7862 images/s
[08/18 17:29:54] ppdet.engine INFO: Epoch: [7] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.782604 loss_bbox: 0.145509 loss_giou: 0.603066 loss_class_aux: 2.453655 loss_bbox_aux: 0.497755 loss_giou_aux: 1.956327 loss_class_dn: 0.400829 loss_bbox_dn: 0.146684 loss_giou_dn: 0.479141 loss_class_aux_dn: 0.891228 loss_bbox_aux_dn: 0.380896 loss_giou_aux_dn: 1.149795 loss: 10.146670 eta: 28 days, 1:51:50 batch_cost: 0.6975 data_cost: 0.0569 ips: 11.4691 images/s
[08/18 17:32:15] ppdet.engine INFO: Epoch: [7] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.743287 loss_bbox: 0.138328 loss_giou: 0.600023 loss_class_aux: 2.359415 loss_bbox_aux: 0.467089 loss_giou_aux: 1.899822 loss_class_dn: 0.384296 loss_bbox_dn: 0.138853 loss_giou_dn: 0.473988 loss_class_aux_dn: 0.848824 loss_bbox_aux_dn: 0.356783 loss_giou_aux_dn: 1.116383 loss: 9.701950 eta: 28 days, 1:48:30 batch_cost: 0.6676 data_cost: 0.0264 ips: 11.9837 images/s
[08/18 17:34:31] ppdet.engine INFO: Epoch: [7] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.767109 loss_bbox: 0.139084 loss_giou: 0.555258 loss_class_aux: 2.412577 loss_bbox_aux: 0.452779 loss_giou_aux: 1.759119 loss_class_dn: 0.376558 loss_bbox_dn: 0.133010 loss_giou_dn: 0.444431 loss_class_aux_dn: 0.833654 loss_bbox_aux_dn: 0.356948 loss_giou_aux_dn: 1.058739 loss: 9.384588 eta: 28 days, 1:44:05 batch_cost: 0.6418 data_cost: 0.0055 ips: 12.4642 images/s
[08/18 17:37:00] ppdet.engine INFO: Epoch: [7] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.777139 loss_bbox: 0.141304 loss_giou: 0.598570 loss_class_aux: 2.461881 loss_bbox_aux: 0.469460 loss_giou_aux: 1.897687 loss_class_dn: 0.397276 loss_bbox_dn: 0.147545 loss_giou_dn: 0.486763 loss_class_aux_dn: 0.877106 loss_bbox_aux_dn: 0.377755 loss_giou_aux_dn: 1.157794 loss: 10.103363 eta: 28 days, 1:42:23 batch_cost: 0.7057 data_cost: 0.0852 ips: 11.3364 images/s
[08/18 17:39:25] ppdet.engine INFO: Epoch: [7] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.766483 loss_bbox: 0.129751 loss_giou: 0.554013 loss_class_aux: 2.406226 loss_bbox_aux: 0.435183 loss_giou_aux: 1.769907 loss_class_dn: 0.372773 loss_bbox_dn: 0.136819 loss_giou_dn: 0.443714 loss_class_aux_dn: 0.844824 loss_bbox_aux_dn: 0.360943 loss_giou_aux_dn: 1.060871 loss: 9.325902 eta: 28 days, 1:39:51 batch_cost: 0.6863 data_cost: 0.0008 ips: 11.6567 images/s
[08/18 17:41:53] ppdet.engine INFO: Epoch: [7] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.760614 loss_bbox: 0.135669 loss_giou: 0.628206 loss_class_aux: 2.368725 loss_bbox_aux: 0.459627 loss_giou_aux: 1.963489 loss_class_dn: 0.385942 loss_bbox_dn: 0.138582 loss_giou_dn: 0.484728 loss_class_aux_dn: 0.857277 loss_bbox_aux_dn: 0.361252 loss_giou_aux_dn: 1.163709 loss: 9.673673 eta: 28 days, 1:38:00 batch_cost: 0.7025 data_cost: 0.0801 ips: 11.3877 images/s
[08/18 17:44:34] ppdet.engine INFO: Epoch: [7] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.797528 loss_bbox: 0.147117 loss_giou: 0.567809 loss_class_aux: 2.491666 loss_bbox_aux: 0.495666 loss_giou_aux: 1.816497 loss_class_dn: 0.387395 loss_bbox_dn: 0.141213 loss_giou_dn: 0.465137 loss_class_aux_dn: 0.856440 loss_bbox_aux_dn: 0.375601 loss_giou_aux_dn: 1.119048 loss: 9.746921 eta: 28 days, 1:38:49 batch_cost: 0.7653 data_cost: 0.0010 ips: 10.4536 images/s
[08/18 17:46:45] ppdet.engine INFO: Epoch: [7] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.776823 loss_bbox: 0.142375 loss_giou: 0.573375 loss_class_aux: 2.419795 loss_bbox_aux: 0.463032 loss_giou_aux: 1.804322 loss_class_dn: 0.373971 loss_bbox_dn: 0.140458 loss_giou_dn: 0.443468 loss_class_aux_dn: 0.841477 loss_bbox_aux_dn: 0.359671 loss_giou_aux_dn: 1.068343 loss: 9.415953 eta: 28 days, 1:33:30 batch_cost: 0.6204 data_cost: 0.0036 ips: 12.8945 images/s
[08/18 17:49:03] ppdet.engine INFO: Epoch: [7] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.743048 loss_bbox: 0.135594 loss_giou: 0.569775 loss_class_aux: 2.321689 loss_bbox_aux: 0.452750 loss_giou_aux: 1.795755 loss_class_dn: 0.368367 loss_bbox_dn: 0.136245 loss_giou_dn: 0.454069 loss_class_aux_dn: 0.819927 loss_bbox_aux_dn: 0.351572 loss_giou_aux_dn: 1.066494 loss: 9.169748 eta: 28 days, 1:29:21 batch_cost: 0.6483 data_cost: 0.0035 ips: 12.3391 images/s
[08/18 17:51:13] ppdet.engine INFO: Epoch: [7] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.742993 loss_bbox: 0.137343 loss_giou: 0.549043 loss_class_aux: 2.338910 loss_bbox_aux: 0.462908 loss_giou_aux: 1.762870 loss_class_dn: 0.365076 loss_bbox_dn: 0.138121 loss_giou_dn: 0.447999 loss_class_aux_dn: 0.822341 loss_bbox_aux_dn: 0.354352 loss_giou_aux_dn: 1.062989 loss: 9.106173 eta: 28 days, 1:23:40 batch_cost: 0.6118 data_cost: 0.0248 ips: 13.0761 images/s
[08/18 17:53:21] ppdet.engine INFO: Epoch: [7] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.759619 loss_bbox: 0.139669 loss_giou: 0.542482 loss_class_aux: 2.360771 loss_bbox_aux: 0.477329 loss_giou_aux: 1.762549 loss_class_dn: 0.380408 loss_bbox_dn: 0.145196 loss_giou_dn: 0.455866 loss_class_aux_dn: 0.848392 loss_bbox_aux_dn: 0.383701 loss_giou_aux_dn: 1.076197 loss: 9.400884 eta: 28 days, 1:17:30 batch_cost: 0.6000 data_cost: 0.0028 ips: 13.3342 images/s
[08/18 17:55:30] ppdet.engine INFO: Epoch: [7] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.779480 loss_bbox: 0.140312 loss_giou: 0.574184 loss_class_aux: 2.446450 loss_bbox_aux: 0.463072 loss_giou_aux: 1.799930 loss_class_dn: 0.381939 loss_bbox_dn: 0.143157 loss_giou_dn: 0.464488 loss_class_aux_dn: 0.850957 loss_bbox_aux_dn: 0.369573 loss_giou_aux_dn: 1.105823 loss: 9.655763 eta: 28 days, 1:11:40 batch_cost: 0.6082 data_cost: 0.0016 ips: 13.1538 images/s
[08/18 17:57:49] ppdet.engine INFO: Epoch: [7] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.764985 loss_bbox: 0.141571 loss_giou: 0.583900 loss_class_aux: 2.391498 loss_bbox_aux: 0.471529 loss_giou_aux: 1.878437 loss_class_dn: 0.392951 loss_bbox_dn: 0.143517 loss_giou_dn: 0.475149 loss_class_aux_dn: 0.875978 loss_bbox_aux_dn: 0.376907 loss_giou_aux_dn: 1.162102 loss: 9.818635 eta: 28 days, 1:07:57 batch_cost: 0.6580 data_cost: 0.0008 ips: 12.1589 images/s
[08/18 18:00:11] ppdet.engine INFO: Epoch: [7] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.810476 loss_bbox: 0.145785 loss_giou: 0.613867 loss_class_aux: 2.506618 loss_bbox_aux: 0.494878 loss_giou_aux: 1.937085 loss_class_dn: 0.405844 loss_bbox_dn: 0.147494 loss_giou_dn: 0.479812 loss_class_aux_dn: 0.901500 loss_bbox_aux_dn: 0.378634 loss_giou_aux_dn: 1.157110 loss: 10.070614 eta: 28 days, 1:04:40 batch_cost: 0.6680 data_cost: 0.0188 ips: 11.9761 images/s
[08/18 18:02:52] ppdet.engine INFO: Epoch: [7] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.742912 loss_bbox: 0.133879 loss_giou: 0.581188 loss_class_aux: 2.305534 loss_bbox_aux: 0.454721 loss_giou_aux: 1.871028 loss_class_dn: 0.377595 loss_bbox_dn: 0.139666 loss_giou_dn: 0.461141 loss_class_aux_dn: 0.830958 loss_bbox_aux_dn: 0.364163 loss_giou_aux_dn: 1.102539 loss: 9.534409 eta: 28 days, 1:05:40 batch_cost: 0.7700 data_cost: 0.0270 ips: 10.3899 images/s
[08/18 18:05:28] ppdet.engine INFO: Epoch: [7] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.762908 loss_bbox: 0.149649 loss_giou: 0.600579 loss_class_aux: 2.440618 loss_bbox_aux: 0.489587 loss_giou_aux: 1.873763 loss_class_dn: 0.395150 loss_bbox_dn: 0.143623 loss_giou_dn: 0.472102 loss_class_aux_dn: 0.882615 loss_bbox_aux_dn: 0.368986 loss_giou_aux_dn: 1.141416 loss: 9.836751 eta: 28 days, 1:05:31 batch_cost: 0.7426 data_cost: 0.0493 ips: 10.7736 images/s
[08/18 18:08:03] ppdet.engine INFO: Epoch: [7] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.776831 loss_bbox: 0.137177 loss_giou: 0.580064 loss_class_aux: 2.402868 loss_bbox_aux: 0.457803 loss_giou_aux: 1.836424 loss_class_dn: 0.381797 loss_bbox_dn: 0.137176 loss_giou_dn: 0.459086 loss_class_aux_dn: 0.850837 loss_bbox_aux_dn: 0.351271 loss_giou_aux_dn: 1.099825 loss: 9.594065 eta: 28 days, 1:05:02 batch_cost: 0.7347 data_cost: 0.0146 ips: 10.8884 images/s
[08/18 18:10:32] ppdet.engine INFO: Epoch: [7] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.765416 loss_bbox: 0.140599 loss_giou: 0.544975 loss_class_aux: 2.403919 loss_bbox_aux: 0.466529 loss_giou_aux: 1.744079 loss_class_dn: 0.378816 loss_bbox_dn: 0.140778 loss_giou_dn: 0.446022 loss_class_aux_dn: 0.855346 loss_bbox_aux_dn: 0.365920 loss_giou_aux_dn: 1.067970 loss: 9.559344 eta: 28 days, 1:03:30 batch_cost: 0.7096 data_cost: 0.0184 ips: 11.2734 images/s
[08/18 18:13:07] ppdet.engine INFO: Epoch: [7] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.790342 loss_bbox: 0.139865 loss_giou: 0.568199 loss_class_aux: 2.471060 loss_bbox_aux: 0.478872 loss_giou_aux: 1.833699 loss_class_dn: 0.389483 loss_bbox_dn: 0.145418 loss_giou_dn: 0.459521 loss_class_aux_dn: 0.860025 loss_bbox_aux_dn: 0.375823 loss_giou_aux_dn: 1.112624 loss: 9.712355 eta: 28 days, 1:03:06 batch_cost: 0.7368 data_cost: 0.0992 ips: 10.8575 images/s
[08/18 18:15:22] ppdet.engine INFO: Epoch: [7] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.740654 loss_bbox: 0.133473 loss_giou: 0.547007 loss_class_aux: 2.316108 loss_bbox_aux: 0.453210 loss_giou_aux: 1.751137 loss_class_dn: 0.365563 loss_bbox_dn: 0.133066 loss_giou_dn: 0.445401 loss_class_aux_dn: 0.810511 loss_bbox_aux_dn: 0.344472 loss_giou_aux_dn: 1.062184 loss: 9.358875 eta: 28 days, 0:58:35 batch_cost: 0.6391 data_cost: 0.0066 ips: 12.5172 images/s
[08/18 18:17:44] ppdet.engine INFO: Epoch: [7] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.766752 loss_bbox: 0.137008 loss_giou: 0.580282 loss_class_aux: 2.378446 loss_bbox_aux: 0.463568 loss_giou_aux: 1.855034 loss_class_dn: 0.375260 loss_bbox_dn: 0.137217 loss_giou_dn: 0.447990 loss_class_aux_dn: 0.835084 loss_bbox_aux_dn: 0.361761 loss_giou_aux_dn: 1.078465 loss: 9.561690 eta: 28 days, 0:55:28 batch_cost: 0.6722 data_cost: 0.0244 ips: 11.9016 images/s
[08/18 18:20:16] ppdet.engine INFO: Epoch: [7] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.743830 loss_bbox: 0.134886 loss_giou: 0.596701 loss_class_aux: 2.373994 loss_bbox_aux: 0.448360 loss_giou_aux: 1.887163 loss_class_dn: 0.378449 loss_bbox_dn: 0.136893 loss_giou_dn: 0.462499 loss_class_aux_dn: 0.839848 loss_bbox_aux_dn: 0.352529 loss_giou_aux_dn: 1.102652 loss: 9.451262 eta: 28 days, 0:54:20 batch_cost: 0.7191 data_cost: 0.0475 ips: 11.1253 images/s
[08/18 18:22:50] ppdet.engine INFO: Epoch: [7] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.720552 loss_bbox: 0.129530 loss_giou: 0.522992 loss_class_aux: 2.301829 loss_bbox_aux: 0.443619 loss_giou_aux: 1.669331 loss_class_dn: 0.362547 loss_bbox_dn: 0.136648 loss_giou_dn: 0.421917 loss_class_aux_dn: 0.821298 loss_bbox_aux_dn: 0.355408 loss_giou_aux_dn: 1.023549 loss: 9.117845 eta: 28 days, 0:53:46 batch_cost: 0.7332 data_cost: 0.1195 ips: 10.9108 images/s
[08/18 18:25:31] ppdet.engine INFO: Epoch: [7] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.756056 loss_bbox: 0.133360 loss_giou: 0.545106 loss_class_aux: 2.332010 loss_bbox_aux: 0.436368 loss_giou_aux: 1.732656 loss_class_dn: 0.369469 loss_bbox_dn: 0.133129 loss_giou_dn: 0.427829 loss_class_aux_dn: 0.822260 loss_bbox_aux_dn: 0.345087 loss_giou_aux_dn: 1.036622 loss: 9.263670 eta: 28 days, 0:54:30 batch_cost: 0.7639 data_cost: 0.0863 ips: 10.4721 images/s
[08/18 18:27:48] ppdet.engine INFO: Epoch: [7] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.745886 loss_bbox: 0.130544 loss_giou: 0.550285 loss_class_aux: 2.340402 loss_bbox_aux: 0.436336 loss_giou_aux: 1.750247 loss_class_dn: 0.368081 loss_bbox_dn: 0.137534 loss_giou_dn: 0.440156 loss_class_aux_dn: 0.839041 loss_bbox_aux_dn: 0.350454 loss_giou_aux_dn: 1.047013 loss: 9.192991 eta: 28 days, 0:50:23 batch_cost: 0.6484 data_cost: 0.0181 ips: 12.3374 images/s
[08/18 18:30:26] ppdet.engine INFO: Epoch: [7] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.747235 loss_bbox: 0.140585 loss_giou: 0.608827 loss_class_aux: 2.371723 loss_bbox_aux: 0.479238 loss_giou_aux: 1.935040 loss_class_dn: 0.373870 loss_bbox_dn: 0.136336 loss_giou_dn: 0.472576 loss_class_aux_dn: 0.831786 loss_bbox_aux_dn: 0.362974 loss_giou_aux_dn: 1.120688 loss: 9.493598 eta: 28 days, 0:50:32 batch_cost: 0.7501 data_cost: 0.0515 ips: 10.6652 images/s
[08/18 18:32:43] ppdet.engine INFO: Epoch: [7] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.790439 loss_bbox: 0.140662 loss_giou: 0.573533 loss_class_aux: 2.468309 loss_bbox_aux: 0.477137 loss_giou_aux: 1.822796 loss_class_dn: 0.393605 loss_bbox_dn: 0.146752 loss_giou_dn: 0.470345 loss_class_aux_dn: 0.867409 loss_bbox_aux_dn: 0.385440 loss_giou_aux_dn: 1.136021 loss: 9.803004 eta: 28 days, 0:46:19 batch_cost: 0.6460 data_cost: 0.0124 ips: 12.3844 images/s
[08/18 18:35:02] ppdet.engine INFO: Epoch: [7] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.760772 loss_bbox: 0.134358 loss_giou: 0.558235 loss_class_aux: 2.332826 loss_bbox_aux: 0.458026 loss_giou_aux: 1.762432 loss_class_dn: 0.375194 loss_bbox_dn: 0.139890 loss_giou_dn: 0.463448 loss_class_aux_dn: 0.836717 loss_bbox_aux_dn: 0.362684 loss_giou_aux_dn: 1.116966 loss: 9.644558 eta: 28 days, 0:42:33 batch_cost: 0.6567 data_cost: 0.0670 ips: 12.1814 images/s
[08/18 18:37:49] ppdet.engine INFO: Epoch: [7] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.762003 loss_bbox: 0.146362 loss_giou: 0.599075 loss_class_aux: 2.384451 loss_bbox_aux: 0.484145 loss_giou_aux: 1.887348 loss_class_dn: 0.389757 loss_bbox_dn: 0.143757 loss_giou_dn: 0.474315 loss_class_aux_dn: 0.870711 loss_bbox_aux_dn: 0.368647 loss_giou_aux_dn: 1.123348 loss: 9.717513 eta: 28 days, 0:44:44 batch_cost: 0.7991 data_cost: 0.0178 ips: 10.0112 images/s
[08/18 18:39:56] ppdet.engine INFO: Epoch: [7] [10000/54024] learning_rate: 0.000100 loss_class: 0.778534 loss_bbox: 0.144773 loss_giou: 0.569137 loss_class_aux: 2.440454 loss_bbox_aux: 0.486068 loss_giou_aux: 1.839196 loss_class_dn: 0.393709 loss_bbox_dn: 0.146884 loss_giou_dn: 0.471822 loss_class_aux_dn: 0.871692 loss_bbox_aux_dn: 0.379958 loss_giou_aux_dn: 1.139638 loss: 10.003327 eta: 28 days, 0:38:25 batch_cost: 0.5954 data_cost: 0.0321 ips: 13.4359 images/s
[08/18 18:42:32] ppdet.engine INFO: Epoch: [7] [10200/54024] learning_rate: 0.000100 loss_class: 0.780431 loss_bbox: 0.140473 loss_giou: 0.597851 loss_class_aux: 2.425147 loss_bbox_aux: 0.469793 loss_giou_aux: 1.918963 loss_class_dn: 0.408700 loss_bbox_dn: 0.139023 loss_giou_dn: 0.480223 loss_class_aux_dn: 0.903700 loss_bbox_aux_dn: 0.347001 loss_giou_aux_dn: 1.158943 loss: 10.092744 eta: 28 days, 0:38:00 batch_cost: 0.7366 data_cost: 0.0884 ips: 10.8607 images/s
[08/18 18:45:00] ppdet.engine INFO: Epoch: [7] [10400/54024] learning_rate: 0.000100 loss_class: 0.775075 loss_bbox: 0.136705 loss_giou: 0.588381 loss_class_aux: 2.409896 loss_bbox_aux: 0.463444 loss_giou_aux: 1.855098 loss_class_dn: 0.392522 loss_bbox_dn: 0.142026 loss_giou_dn: 0.462956 loss_class_aux_dn: 0.876368 loss_bbox_aux_dn: 0.363706 loss_giou_aux_dn: 1.107336 loss: 9.715365 eta: 28 days, 0:36:05 batch_cost: 0.7013 data_cost: 0.0103 ips: 11.4078 images/s
[08/18 18:47:10] ppdet.engine INFO: Epoch: [7] [10600/54024] learning_rate: 0.000100 loss_class: 0.756140 loss_bbox: 0.131532 loss_giou: 0.525717 loss_class_aux: 2.369831 loss_bbox_aux: 0.428125 loss_giou_aux: 1.665016 loss_class_dn: 0.384471 loss_bbox_dn: 0.134011 loss_giou_dn: 0.428170 loss_class_aux_dn: 0.849091 loss_bbox_aux_dn: 0.351299 loss_giou_aux_dn: 1.034959 loss: 9.428626 eta: 28 days, 0:30:28 batch_cost: 0.6119 data_cost: 0.0031 ips: 13.0750 images/s
[08/18 18:49:22] ppdet.engine INFO: Epoch: [7] [10800/54024] learning_rate: 0.000100 loss_class: 0.781375 loss_bbox: 0.140993 loss_giou: 0.600242 loss_class_aux: 2.450907 loss_bbox_aux: 0.468136 loss_giou_aux: 1.900644 loss_class_dn: 0.395005 loss_bbox_dn: 0.137409 loss_giou_dn: 0.463894 loss_class_aux_dn: 0.873560 loss_bbox_aux_dn: 0.361605 loss_giou_aux_dn: 1.119060 loss: 9.762496 eta: 28 days, 0:25:23 batch_cost: 0.6244 data_cost: 0.0104 ips: 12.8115 images/s
[08/18 18:51:52] ppdet.engine INFO: Epoch: [7] [11000/54024] learning_rate: 0.000100 loss_class: 0.748295 loss_bbox: 0.133296 loss_giou: 0.537442 loss_class_aux: 2.339669 loss_bbox_aux: 0.456447 loss_giou_aux: 1.762412 loss_class_dn: 0.365283 loss_bbox_dn: 0.136997 loss_giou_dn: 0.441717 loss_class_aux_dn: 0.819086 loss_bbox_aux_dn: 0.359766 loss_giou_aux_dn: 1.062239 loss: 9.161385 eta: 28 days, 0:23:47 batch_cost: 0.7086 data_cost: 0.0368 ips: 11.2897 images/s
[08/18 18:54:01] ppdet.engine INFO: Epoch: [7] [11200/54024] learning_rate: 0.000100 loss_class: 0.735257 loss_bbox: 0.139132 loss_giou: 0.548459 loss_class_aux: 2.261996 loss_bbox_aux: 0.458118 loss_giou_aux: 1.776170 loss_class_dn: 0.374636 loss_bbox_dn: 0.133407 loss_giou_dn: 0.457758 loss_class_aux_dn: 0.837038 loss_bbox_aux_dn: 0.343998 loss_giou_aux_dn: 1.077996 loss: 9.277780 eta: 28 days, 0:18:04 batch_cost: 0.6092 data_cost: 0.0087 ips: 13.1310 images/s
[08/18 18:56:14] ppdet.engine INFO: Epoch: [7] [11400/54024] learning_rate: 0.000100 loss_class: 0.772111 loss_bbox: 0.132885 loss_giou: 0.581630 loss_class_aux: 2.472779 loss_bbox_aux: 0.443777 loss_giou_aux: 1.855270 loss_class_dn: 0.388324 loss_bbox_dn: 0.135206 loss_giou_dn: 0.473593 loss_class_aux_dn: 0.859394 loss_bbox_aux_dn: 0.350696 loss_giou_aux_dn: 1.128651 loss: 9.711274 eta: 28 days, 0:13:05 batch_cost: 0.6269 data_cost: 0.0523 ips: 12.7617 images/s
[08/18 18:58:32] ppdet.engine INFO: Epoch: [7] [11600/54024] learning_rate: 0.000100 loss_class: 0.730289 loss_bbox: 0.134114 loss_giou: 0.539272 loss_class_aux: 2.296025 loss_bbox_aux: 0.432686 loss_giou_aux: 1.745105 loss_class_dn: 0.365066 loss_bbox_dn: 0.130758 loss_giou_dn: 0.432475 loss_class_aux_dn: 0.815917 loss_bbox_aux_dn: 0.337376 loss_giou_aux_dn: 1.046024 loss: 9.092836 eta: 28 days, 0:09:02 batch_cost: 0.6492 data_cost: 0.0208 ips: 12.3223 images/s
[08/18 19:01:11] ppdet.engine INFO: Epoch: [7] [11800/54024] learning_rate: 0.000100 loss_class: 0.790462 loss_bbox: 0.147688 loss_giou: 0.616374 loss_class_aux: 2.466669 loss_bbox_aux: 0.485946 loss_giou_aux: 1.965448 loss_class_dn: 0.395928 loss_bbox_dn: 0.152500 loss_giou_dn: 0.488782 loss_class_aux_dn: 0.875416 loss_bbox_aux_dn: 0.385088 loss_giou_aux_dn: 1.150705 loss: 10.024535 eta: 28 days, 0:09:34 batch_cost: 0.7601 data_cost: 0.0059 ips: 10.5256 images/s
[08/18 19:03:13] ppdet.engine INFO: Epoch: [7] [12000/54024] learning_rate: 0.000100 loss_class: 0.778333 loss_bbox: 0.144601 loss_giou: 0.585360 loss_class_aux: 2.446157 loss_bbox_aux: 0.477037 loss_giou_aux: 1.858620 loss_class_dn: 0.388673 loss_bbox_dn: 0.144077 loss_giou_dn: 0.471725 loss_class_aux_dn: 0.866448 loss_bbox_aux_dn: 0.376938 loss_giou_aux_dn: 1.130687 loss: 9.653462 eta: 28 days, 0:02:14 batch_cost: 0.5696 data_cost: 0.0069 ips: 14.0446 images/s
[08/18 19:05:40] ppdet.engine INFO: Epoch: [7] [12200/54024] learning_rate: 0.000100 loss_class: 0.772828 loss_bbox: 0.136699 loss_giou: 0.590046 loss_class_aux: 2.423483 loss_bbox_aux: 0.465941 loss_giou_aux: 1.885063 loss_class_dn: 0.395085 loss_bbox_dn: 0.139808 loss_giou_dn: 0.478499 loss_class_aux_dn: 0.878258 loss_bbox_aux_dn: 0.365688 loss_giou_aux_dn: 1.149277 loss: 9.915215 eta: 28 days, 0:00:08 batch_cost: 0.6964 data_cost: 0.0433 ips: 11.4870 images/s
[08/18 19:07:46] ppdet.engine INFO: Epoch: [7] [12400/54024] learning_rate: 0.000100 loss_class: 0.750320 loss_bbox: 0.137620 loss_giou: 0.565827 loss_class_aux: 2.340434 loss_bbox_aux: 0.451018 loss_giou_aux: 1.786638 loss_class_dn: 0.378316 loss_bbox_dn: 0.142711 loss_giou_dn: 0.445126 loss_class_aux_dn: 0.846797 loss_bbox_aux_dn: 0.363685 loss_giou_aux_dn: 1.070775 loss: 9.453859 eta: 27 days, 23:53:54 batch_cost: 0.5958 data_cost: 0.0008 ips: 13.4273 images/s
[08/18 19:09:59] ppdet.engine INFO: Epoch: [7] [12600/54024] learning_rate: 0.000100 loss_class: 0.779811 loss_bbox: 0.143067 loss_giou: 0.563922 loss_class_aux: 2.400414 loss_bbox_aux: 0.482648 loss_giou_aux: 1.772392 loss_class_dn: 0.379071 loss_bbox_dn: 0.141919 loss_giou_dn: 0.451838 loss_class_aux_dn: 0.849608 loss_bbox_aux_dn: 0.368088 loss_giou_aux_dn: 1.081650 loss: 9.451231 eta: 27 days, 23:48:48 batch_cost: 0.6235 data_cost: 0.0172 ips: 12.8300 images/s
[08/18 19:12:28] ppdet.engine INFO: Epoch: [7] [12800/54024] learning_rate: 0.000100 loss_class: 0.754647 loss_bbox: 0.138152 loss_giou: 0.593088 loss_class_aux: 2.364215 loss_bbox_aux: 0.456174 loss_giou_aux: 1.910193 loss_class_dn: 0.377892 loss_bbox_dn: 0.135870 loss_giou_dn: 0.473640 loss_class_aux_dn: 0.845625 loss_bbox_aux_dn: 0.363189 loss_giou_aux_dn: 1.132436 loss: 9.641780 eta: 27 days, 23:47:12 batch_cost: 0.7084 data_cost: 0.0215 ips: 11.2934 images/s
[08/18 19:14:46] ppdet.engine INFO: Epoch: [7] [13000/54024] learning_rate: 0.000100 loss_class: 0.771628 loss_bbox: 0.134701 loss_giou: 0.555487 loss_class_aux: 2.387086 loss_bbox_aux: 0.455013 loss_giou_aux: 1.772606 loss_class_dn: 0.383893 loss_bbox_dn: 0.135642 loss_giou_dn: 0.458116 loss_class_aux_dn: 0.854042 loss_bbox_aux_dn: 0.358362 loss_giou_aux_dn: 1.089615 loss: 9.706865 eta: 27 days, 23:43:09 batch_cost: 0.6490 data_cost: 0.0546 ips: 12.3265 images/s
[08/18 19:17:03] ppdet.engine INFO: Epoch: [7] [13200/54024] learning_rate: 0.000100 loss_class: 0.742947 loss_bbox: 0.135018 loss_giou: 0.532576 loss_class_aux: 2.363945 loss_bbox_aux: 0.449825 loss_giou_aux: 1.708704 loss_class_dn: 0.377114 loss_bbox_dn: 0.125611 loss_giou_dn: 0.447798 loss_class_aux_dn: 0.849800 loss_bbox_aux_dn: 0.328740 loss_giou_aux_dn: 1.089201 loss: 9.497110 eta: 27 days, 23:39:01 batch_cost: 0.6468 data_cost: 0.0119 ips: 12.3690 images/s
[08/18 19:19:17] ppdet.engine INFO: Epoch: [7] [13400/54024] learning_rate: 0.000100 loss_class: 0.754244 loss_bbox: 0.139725 loss_giou: 0.539799 loss_class_aux: 2.371563 loss_bbox_aux: 0.456877 loss_giou_aux: 1.703766 loss_class_dn: 0.379038 loss_bbox_dn: 0.144835 loss_giou_dn: 0.446897 loss_class_aux_dn: 0.842232 loss_bbox_aux_dn: 0.364802 loss_giou_aux_dn: 1.060305 loss: 9.462259 eta: 27 days, 23:34:08 batch_cost: 0.6281 data_cost: 0.0131 ips: 12.7358 images/s
[08/18 19:21:33] ppdet.engine INFO: Epoch: [7] [13600/54024] learning_rate: 0.000100 loss_class: 0.776009 loss_bbox: 0.143671 loss_giou: 0.590703 loss_class_aux: 2.461857 loss_bbox_aux: 0.483332 loss_giou_aux: 1.839166 loss_class_dn: 0.385034 loss_bbox_dn: 0.143567 loss_giou_dn: 0.465256 loss_class_aux_dn: 0.859294 loss_bbox_aux_dn: 0.366310 loss_giou_aux_dn: 1.102047 loss: 9.703042 eta: 27 days, 23:29:46 batch_cost: 0.6410 data_cost: 0.0089 ips: 12.4810 images/s
[08/18 19:24:14] ppdet.engine INFO: Epoch: [7] [13800/54024] learning_rate: 0.000100 loss_class: 0.767715 loss_bbox: 0.140055 loss_giou: 0.596334 loss_class_aux: 2.421575 loss_bbox_aux: 0.481065 loss_giou_aux: 1.897172 loss_class_dn: 0.394112 loss_bbox_dn: 0.142175 loss_giou_dn: 0.474134 loss_class_aux_dn: 0.862697 loss_bbox_aux_dn: 0.362791 loss_giou_aux_dn: 1.153062 loss: 9.933663 eta: 27 days, 23:30:32 batch_cost: 0.7659 data_cost: 0.0166 ips: 10.4446 images/s
[08/18 19:26:36] ppdet.engine INFO: Epoch: [7] [14000/54024] learning_rate: 0.000100 loss_class: 0.795190 loss_bbox: 0.145086 loss_giou: 0.569677 loss_class_aux: 2.480123 loss_bbox_aux: 0.482947 loss_giou_aux: 1.802377 loss_class_dn: 0.395966 loss_bbox_dn: 0.139762 loss_giou_dn: 0.468497 loss_class_aux_dn: 0.886204 loss_bbox_aux_dn: 0.371859 loss_giou_aux_dn: 1.124041 loss: 10.016440 eta: 27 days, 23:27:28 batch_cost: 0.6724 data_cost: 0.0256 ips: 11.8985 images/s
[08/18 19:29:10] ppdet.engine INFO: Epoch: [7] [14200/54024] learning_rate: 0.000100 loss_class: 0.762489 loss_bbox: 0.144743 loss_giou: 0.555200 loss_class_aux: 2.419737 loss_bbox_aux: 0.477685 loss_giou_aux: 1.778145 loss_class_dn: 0.376450 loss_bbox_dn: 0.146429 loss_giou_dn: 0.449365 loss_class_aux_dn: 0.843583 loss_bbox_aux_dn: 0.371730 loss_giou_aux_dn: 1.086702 loss: 9.601497 eta: 27 days, 23:27:04 batch_cost: 0.7379 data_cost: 0.0638 ips: 10.8423 images/s
[08/18 19:31:27] ppdet.engine INFO: Epoch: [7] [14400/54024] learning_rate: 0.000100 loss_class: 0.767534 loss_bbox: 0.140142 loss_giou: 0.562600 loss_class_aux: 2.399928 loss_bbox_aux: 0.472880 loss_giou_aux: 1.807686 loss_class_dn: 0.375361 loss_bbox_dn: 0.139300 loss_giou_dn: 0.457452 loss_class_aux_dn: 0.833602 loss_bbox_aux_dn: 0.360064 loss_giou_aux_dn: 1.087673 loss: 9.413994 eta: 27 days, 23:22:47 batch_cost: 0.6428 data_cost: 0.0169 ips: 12.4446 images/s
[08/18 19:33:36] ppdet.engine INFO: Epoch: [7] [14600/54024] learning_rate: 0.000100 loss_class: 0.766889 loss_bbox: 0.138602 loss_giou: 0.580318 loss_class_aux: 2.406395 loss_bbox_aux: 0.464549 loss_giou_aux: 1.837080 loss_class_dn: 0.380987 loss_bbox_dn: 0.136775 loss_giou_dn: 0.459133 loss_class_aux_dn: 0.854704 loss_bbox_aux_dn: 0.361132 loss_giou_aux_dn: 1.104815 loss: 9.474581 eta: 27 days, 23:17:00 batch_cost: 0.6061 data_cost: 0.0105 ips: 13.1998 images/s
[08/18 19:36:04] ppdet.engine INFO: Epoch: [7] [14800/54024] learning_rate: 0.000100 loss_class: 0.764159 loss_bbox: 0.134186 loss_giou: 0.593848 loss_class_aux: 2.374000 loss_bbox_aux: 0.445043 loss_giou_aux: 1.865846 loss_class_dn: 0.375637 loss_bbox_dn: 0.132120 loss_giou_dn: 0.462986 loss_class_aux_dn: 0.847282 loss_bbox_aux_dn: 0.344942 loss_giou_aux_dn: 1.084418 loss: 9.233360 eta: 27 days, 23:15:16 batch_cost: 0.7048 data_cost: 0.0301 ips: 11.3514 images/s
[08/18 19:38:47] ppdet.engine INFO: Epoch: [7] [15000/54024] learning_rate: 0.000100 loss_class: 0.752839 loss_bbox: 0.132752 loss_giou: 0.595982 loss_class_aux: 2.383736 loss_bbox_aux: 0.450933 loss_giou_aux: 1.894498 loss_class_dn: 0.385632 loss_bbox_dn: 0.137913 loss_giou_dn: 0.463039 loss_class_aux_dn: 0.859050 loss_bbox_aux_dn: 0.357575 loss_giou_aux_dn: 1.119502 loss: 9.742879 eta: 27 days, 23:16:28 batch_cost: 0.7771 data_cost: 0.0046 ips: 10.2949 images/s
[08/18 19:41:24] ppdet.engine INFO: Epoch: [7] [15200/54024] learning_rate: 0.000100 loss_class: 0.745349 loss_bbox: 0.135074 loss_giou: 0.549714 loss_class_aux: 2.327780 loss_bbox_aux: 0.451186 loss_giou_aux: 1.753944 loss_class_dn: 0.370813 loss_bbox_dn: 0.137073 loss_giou_dn: 0.445193 loss_class_aux_dn: 0.832943 loss_bbox_aux_dn: 0.358723 loss_giou_aux_dn: 1.062210 loss: 9.360830 eta: 27 days, 23:16:27 batch_cost: 0.7470 data_cost: 0.0292 ips: 10.7101 images/s
[08/18 19:43:43] ppdet.engine INFO: Epoch: [7] [15400/54024] learning_rate: 0.000100 loss_class: 0.752899 loss_bbox: 0.139705 loss_giou: 0.568875 loss_class_aux: 2.366535 loss_bbox_aux: 0.451955 loss_giou_aux: 1.810095 loss_class_dn: 0.372708 loss_bbox_dn: 0.145006 loss_giou_dn: 0.455167 loss_class_aux_dn: 0.847303 loss_bbox_aux_dn: 0.373443 loss_giou_aux_dn: 1.096218 loss: 9.496569 eta: 27 days, 23:12:45 batch_cost: 0.6570 data_cost: 0.0399 ips: 12.1766 images/s
[08/18 19:46:15] ppdet.engine INFO: Epoch: [7] [15600/54024] learning_rate: 0.000100 loss_class: 0.761293 loss_bbox: 0.136639 loss_giou: 0.549896 loss_class_aux: 2.385162 loss_bbox_aux: 0.465873 loss_giou_aux: 1.721159 loss_class_dn: 0.368182 loss_bbox_dn: 0.142877 loss_giou_dn: 0.443723 loss_class_aux_dn: 0.825997 loss_bbox_aux_dn: 0.373686 loss_giou_aux_dn: 1.069638 loss: 9.314968 eta: 27 days, 23:11:41 batch_cost: 0.7215 data_cost: 0.0344 ips: 11.0873 images/s
[08/18 19:48:17] ppdet.engine INFO: Epoch: [7] [15800/54024] learning_rate: 0.000100 loss_class: 0.801148 loss_bbox: 0.138395 loss_giou: 0.557797 loss_class_aux: 2.506246 loss_bbox_aux: 0.457651 loss_giou_aux: 1.800616 loss_class_dn: 0.394202 loss_bbox_dn: 0.140820 loss_giou_dn: 0.455517 loss_class_aux_dn: 0.890116 loss_bbox_aux_dn: 0.368215 loss_giou_aux_dn: 1.091868 loss: 9.868708 eta: 27 days, 23:04:36 batch_cost: 0.5738 data_cost: 0.0062 ips: 13.9430 images/s
[08/18 19:51:02] ppdet.engine INFO: Epoch: [7] [16000/54024] learning_rate: 0.000100 loss_class: 0.777534 loss_bbox: 0.135706 loss_giou: 0.553408 loss_class_aux: 2.401489 loss_bbox_aux: 0.454821 loss_giou_aux: 1.774043 loss_class_dn: 0.371764 loss_bbox_dn: 0.136674 loss_giou_dn: 0.450029 loss_class_aux_dn: 0.815555 loss_bbox_aux_dn: 0.357453 loss_giou_aux_dn: 1.068905 loss: 9.281613 eta: 27 days, 23:06:07 batch_cost: 0.7849 data_cost: 0.1082 ips: 10.1920 images/s
[08/18 19:53:54] ppdet.engine INFO: Epoch: [7] [16200/54024] learning_rate: 0.000100 loss_class: 0.781211 loss_bbox: 0.141627 loss_giou: 0.567652 loss_class_aux: 2.493865 loss_bbox_aux: 0.486093 loss_giou_aux: 1.795657 loss_class_dn: 0.376867 loss_bbox_dn: 0.141138 loss_giou_dn: 0.459435 loss_class_aux_dn: 0.847523 loss_bbox_aux_dn: 0.377754 loss_giou_aux_dn: 1.098753 loss: 9.703063 eta: 27 days, 23:09:11 batch_cost: 0.8230 data_cost: 0.0786 ips: 9.7203 images/s
[08/18 19:56:20] ppdet.engine INFO: Epoch: [7] [16400/54024] learning_rate: 0.000100 loss_class: 0.742390 loss_bbox: 0.133686 loss_giou: 0.553565 loss_class_aux: 2.310080 loss_bbox_aux: 0.441785 loss_giou_aux: 1.778072 loss_class_dn: 0.366504 loss_bbox_dn: 0.130843 loss_giou_dn: 0.451220 loss_class_aux_dn: 0.823562 loss_bbox_aux_dn: 0.349517 loss_giou_aux_dn: 1.083040 loss: 9.184754 eta: 27 days, 23:06:42 batch_cost: 0.6871 data_cost: 0.0981 ips: 11.6434 images/s
[08/18 19:58:32] ppdet.engine INFO: Epoch: [7] [16600/54024] learning_rate: 0.000100 loss_class: 0.794787 loss_bbox: 0.143734 loss_giou: 0.559593 loss_class_aux: 2.501564 loss_bbox_aux: 0.485850 loss_giou_aux: 1.788106 loss_class_dn: 0.391874 loss_bbox_dn: 0.148663 loss_giou_dn: 0.453435 loss_class_aux_dn: 0.868880 loss_bbox_aux_dn: 0.386767 loss_giou_aux_dn: 1.095552 loss: 9.811401 eta: 27 days, 23:01:39 batch_cost: 0.6236 data_cost: 0.0008 ips: 12.8286 images/s
[08/18 20:00:56] ppdet.engine INFO: Epoch: [7] [16800/54024] learning_rate: 0.000100 loss_class: 0.774510 loss_bbox: 0.139453 loss_giou: 0.560193 loss_class_aux: 2.454951 loss_bbox_aux: 0.471764 loss_giou_aux: 1.789091 loss_class_dn: 0.394785 loss_bbox_dn: 0.139498 loss_giou_dn: 0.462363 loss_class_aux_dn: 0.880201 loss_bbox_aux_dn: 0.366466 loss_giou_aux_dn: 1.107591 loss: 9.855322 eta: 27 days, 22:59:03 batch_cost: 0.6838 data_cost: 0.0123 ips: 11.6992 images/s
[08/18 20:03:01] ppdet.engine INFO: Epoch: [7] [17000/54024] learning_rate: 0.000100 loss_class: 0.766817 loss_bbox: 0.137896 loss_giou: 0.588913 loss_class_aux: 2.385294 loss_bbox_aux: 0.468784 loss_giou_aux: 1.854532 loss_class_dn: 0.391013 loss_bbox_dn: 0.141075 loss_giou_dn: 0.462148 loss_class_aux_dn: 0.860867 loss_bbox_aux_dn: 0.362549 loss_giou_aux_dn: 1.099416 loss: 9.582231 eta: 27 days, 22:52:21 batch_cost: 0.5828 data_cost: 0.0033 ips: 13.7268 images/s
[08/18 20:05:10] ppdet.engine INFO: Epoch: [7] [17200/54024] learning_rate: 0.000100 loss_class: 0.782896 loss_bbox: 0.143758 loss_giou: 0.572761 loss_class_aux: 2.445992 loss_bbox_aux: 0.483286 loss_giou_aux: 1.821598 loss_class_dn: 0.389021 loss_bbox_dn: 0.141060 loss_giou_dn: 0.475823 loss_class_aux_dn: 0.867937 loss_bbox_aux_dn: 0.365030 loss_giou_aux_dn: 1.130505 loss: 9.657922 eta: 27 days, 22:46:49 batch_cost: 0.6114 data_cost: 0.0007 ips: 13.0838 images/s
[08/18 20:07:31] ppdet.engine INFO: Epoch: [7] [17400/54024] learning_rate: 0.000100 loss_class: 0.739648 loss_bbox: 0.137425 loss_giou: 0.571123 loss_class_aux: 2.306082 loss_bbox_aux: 0.462548 loss_giou_aux: 1.817919 loss_class_dn: 0.367605 loss_bbox_dn: 0.135067 loss_giou_dn: 0.460632 loss_class_aux_dn: 0.821033 loss_bbox_aux_dn: 0.349992 loss_giou_aux_dn: 1.089386 loss: 9.288256 eta: 27 days, 22:43:31 batch_cost: 0.6666 data_cost: 0.0482 ips: 12.0003 images/s
[08/18 20:09:48] ppdet.engine INFO: Epoch: [7] [17600/54024] learning_rate: 0.000100 loss_class: 0.734680 loss_bbox: 0.126343 loss_giou: 0.531147 loss_class_aux: 2.311741 loss_bbox_aux: 0.428774 loss_giou_aux: 1.713932 loss_class_dn: 0.366041 loss_bbox_dn: 0.130426 loss_giou_dn: 0.435974 loss_class_aux_dn: 0.812369 loss_bbox_aux_dn: 0.342169 loss_giou_aux_dn: 1.046378 loss: 9.045218 eta: 27 days, 22:39:31 batch_cost: 0.6491 data_cost: 0.0168 ips: 12.3253 images/s
[08/18 20:12:30] ppdet.engine INFO: Epoch: [7] [17800/54024] learning_rate: 0.000100 loss_class: 0.751761 loss_bbox: 0.140150 loss_giou: 0.514644 loss_class_aux: 2.347175 loss_bbox_aux: 0.471112 loss_giou_aux: 1.670842 loss_class_dn: 0.367076 loss_bbox_dn: 0.146343 loss_giou_dn: 0.429508 loss_class_aux_dn: 0.820399 loss_bbox_aux_dn: 0.376141 loss_giou_aux_dn: 1.046273 loss: 9.326423 eta: 27 days, 22:40:41 batch_cost: 0.7766 data_cost: 0.1170 ips: 10.3011 images/s
[08/18 20:14:50] ppdet.engine INFO: Epoch: [7] [18000/54024] learning_rate: 0.000100 loss_class: 0.764216 loss_bbox: 0.142020 loss_giou: 0.571708 loss_class_aux: 2.430425 loss_bbox_aux: 0.466910 loss_giou_aux: 1.839429 loss_class_dn: 0.387001 loss_bbox_dn: 0.142171 loss_giou_dn: 0.467730 loss_class_aux_dn: 0.852078 loss_bbox_aux_dn: 0.372223 loss_giou_aux_dn: 1.116692 loss: 9.554901 eta: 27 days, 22:37:03 batch_cost: 0.6582 data_cost: 0.0363 ips: 12.1543 images/s
[08/18 20:17:23] ppdet.engine INFO: Epoch: [7] [18200/54024] learning_rate: 0.000100 loss_class: 0.751880 loss_bbox: 0.149128 loss_giou: 0.563283 loss_class_aux: 2.338380 loss_bbox_aux: 0.495301 loss_giou_aux: 1.782298 loss_class_dn: 0.374313 loss_bbox_dn: 0.140420 loss_giou_dn: 0.456717 loss_class_aux_dn: 0.837814 loss_bbox_aux_dn: 0.366168 loss_giou_aux_dn: 1.085647 loss: 9.468691 eta: 27 days, 22:36:21 batch_cost: 0.7308 data_cost: 0.0678 ips: 10.9467 images/s
[08/18 20:19:43] ppdet.engine INFO: Epoch: [7] [18400/54024] learning_rate: 0.000100 loss_class: 0.752086 loss_bbox: 0.132032 loss_giou: 0.577248 loss_class_aux: 2.344347 loss_bbox_aux: 0.444104 loss_giou_aux: 1.847230 loss_class_dn: 0.382075 loss_bbox_dn: 0.135328 loss_giou_dn: 0.476166 loss_class_aux_dn: 0.852743 loss_bbox_aux_dn: 0.352642 loss_giou_aux_dn: 1.131397 loss: 9.541682 eta: 27 days, 22:32:49 batch_cost: 0.6608 data_cost: 0.0070 ips: 12.1067 images/s
[08/18 20:22:17] ppdet.engine INFO: Epoch: [7] [18600/54024] learning_rate: 0.000100 loss_class: 0.774927 loss_bbox: 0.135349 loss_giou: 0.579696 loss_class_aux: 2.391113 loss_bbox_aux: 0.463372 loss_giou_aux: 1.832338 loss_class_dn: 0.378938 loss_bbox_dn: 0.138599 loss_giou_dn: 0.473442 loss_class_aux_dn: 0.850950 loss_bbox_aux_dn: 0.360503 loss_giou_aux_dn: 1.133172 loss: 9.696864 eta: 27 days, 22:32:08 batch_cost: 0.7311 data_cost: 0.0017 ips: 10.9430 images/s
[08/18 20:24:55] ppdet.engine INFO: Epoch: [7] [18800/54024] learning_rate: 0.000100 loss_class: 0.768933 loss_bbox: 0.137134 loss_giou: 0.549687 loss_class_aux: 2.377601 loss_bbox_aux: 0.460938 loss_giou_aux: 1.788449 loss_class_dn: 0.370832 loss_bbox_dn: 0.142094 loss_giou_dn: 0.455265 loss_class_aux_dn: 0.820842 loss_bbox_aux_dn: 0.366324 loss_giou_aux_dn: 1.083174 loss: 9.488704 eta: 27 days, 22:32:21 batch_cost: 0.7536 data_cost: 0.0395 ips: 10.6164 images/s
[08/18 20:27:52] ppdet.engine INFO: Epoch: [7] [19000/54024] learning_rate: 0.000100 loss_class: 0.764115 loss_bbox: 0.140293 loss_giou: 0.565170 loss_class_aux: 2.382087 loss_bbox_aux: 0.475790 loss_giou_aux: 1.787394 loss_class_dn: 0.374171 loss_bbox_dn: 0.146795 loss_giou_dn: 0.445253 loss_class_aux_dn: 0.840090 loss_bbox_aux_dn: 0.375675 loss_giou_aux_dn: 1.059097 loss: 9.413817 eta: 27 days, 22:36:15 batch_cost: 0.8451 data_cost: 0.0973 ips: 9.4658 images/s
[08/18 20:29:59] ppdet.engine INFO: Epoch: [7] [19200/54024] learning_rate: 0.000100 loss_class: 0.747730 loss_bbox: 0.138134 loss_giou: 0.572057 loss_class_aux: 2.372373 loss_bbox_aux: 0.460020 loss_giou_aux: 1.818779 loss_class_dn: 0.373687 loss_bbox_dn: 0.136481 loss_giou_dn: 0.452333 loss_class_aux_dn: 0.835545 loss_bbox_aux_dn: 0.348705 loss_giou_aux_dn: 1.071276 loss: 9.249465 eta: 27 days, 22:30:13 batch_cost: 0.5986 data_cost: 0.0365 ips: 13.3635 images/s
[08/18 20:32:24] ppdet.engine INFO: Epoch: [7] [19400/54024] learning_rate: 0.000100 loss_class: 0.763750 loss_bbox: 0.140894 loss_giou: 0.573811 loss_class_aux: 2.405403 loss_bbox_aux: 0.474264 loss_giou_aux: 1.848854 loss_class_dn: 0.371131 loss_bbox_dn: 0.143953 loss_giou_dn: 0.458027 loss_class_aux_dn: 0.830300 loss_bbox_aux_dn: 0.374400 loss_giou_aux_dn: 1.092956 loss: 9.451846 eta: 27 days, 22:27:34 batch_cost: 0.6825 data_cost: 0.0364 ips: 11.7220 images/s
[08/18 20:34:51] ppdet.engine INFO: Epoch: [7] [19600/54024] learning_rate: 0.000100 loss_class: 0.747374 loss_bbox: 0.141867 loss_giou: 0.544036 loss_class_aux: 2.338502 loss_bbox_aux: 0.469047 loss_giou_aux: 1.738533 loss_class_dn: 0.368876 loss_bbox_dn: 0.142039 loss_giou_dn: 0.445591 loss_class_aux_dn: 0.813727 loss_bbox_aux_dn: 0.372015 loss_giou_aux_dn: 1.075380 loss: 9.305386 eta: 27 days, 22:25:27 batch_cost: 0.6959 data_cost: 0.0429 ips: 11.4967 images/s
[08/18 20:37:14] ppdet.engine INFO: Epoch: [7] [19800/54024] learning_rate: 0.000100 loss_class: 0.757340 loss_bbox: 0.135162 loss_giou: 0.539387 loss_class_aux: 2.340258 loss_bbox_aux: 0.453768 loss_giou_aux: 1.716574 loss_class_dn: 0.371877 loss_bbox_dn: 0.140066 loss_giou_dn: 0.446660 loss_class_aux_dn: 0.827849 loss_bbox_aux_dn: 0.363777 loss_giou_aux_dn: 1.068145 loss: 9.205685 eta: 27 days, 22:22:39 batch_cost: 0.6789 data_cost: 0.0637 ips: 11.7841 images/s
[08/18 20:39:30] ppdet.engine INFO: Epoch: [7] [20000/54024] learning_rate: 0.000100 loss_class: 0.787983 loss_bbox: 0.138236 loss_giou: 0.561119 loss_class_aux: 2.448059 loss_bbox_aux: 0.455513 loss_giou_aux: 1.811003 loss_class_dn: 0.379614 loss_bbox_dn: 0.146697 loss_giou_dn: 0.457632 loss_class_aux_dn: 0.846648 loss_bbox_aux_dn: 0.379469 loss_giou_aux_dn: 1.103667 loss: 9.725502 eta: 27 days, 22:18:16 batch_cost: 0.6392 data_cost: 0.0648 ips: 12.5156 images/s
[08/18 20:42:01] ppdet.engine INFO: Epoch: [7] [20200/54024] learning_rate: 0.000100 loss_class: 0.766991 loss_bbox: 0.135372 loss_giou: 0.551970 loss_class_aux: 2.401621 loss_bbox_aux: 0.456682 loss_giou_aux: 1.777055 loss_class_dn: 0.369502 loss_bbox_dn: 0.138135 loss_giou_dn: 0.448057 loss_class_aux_dn: 0.829414 loss_bbox_aux_dn: 0.358670 loss_giou_aux_dn: 1.065532 loss: 9.502395 eta: 27 days, 22:16:59 batch_cost: 0.7166 data_cost: 0.0008 ips: 11.1636 images/s
[08/18 20:44:08] ppdet.engine INFO: Epoch: [7] [20400/54024] learning_rate: 0.000100 loss_class: 0.778290 loss_bbox: 0.138996 loss_giou: 0.557381 loss_class_aux: 2.459235 loss_bbox_aux: 0.475721 loss_giou_aux: 1.768999 loss_class_dn: 0.383796 loss_bbox_dn: 0.136895 loss_giou_dn: 0.463172 loss_class_aux_dn: 0.855576 loss_bbox_aux_dn: 0.367012 loss_giou_aux_dn: 1.119159 loss: 9.488305 eta: 27 days, 22:11:03 batch_cost: 0.6006 data_cost: 0.0008 ips: 13.3210 images/s
[08/18 20:46:35] ppdet.engine INFO: Epoch: [7] [20600/54024] learning_rate: 0.000100 loss_class: 0.772514 loss_bbox: 0.145750 loss_giou: 0.604092 loss_class_aux: 2.455320 loss_bbox_aux: 0.473258 loss_giou_aux: 1.932930 loss_class_dn: 0.388342 loss_bbox_dn: 0.142875 loss_giou_dn: 0.480310 loss_class_aux_dn: 0.863380 loss_bbox_aux_dn: 0.367304 loss_giou_aux_dn: 1.143620 loss: 9.770669 eta: 27 days, 22:08:44 batch_cost: 0.6910 data_cost: 0.0379 ips: 11.5771 images/s
[08/18 20:49:32] ppdet.engine INFO: Epoch: [7] [20800/54024] learning_rate: 0.000100 loss_class: 0.795173 loss_bbox: 0.141984 loss_giou: 0.624611 loss_class_aux: 2.515364 loss_bbox_aux: 0.473246 loss_giou_aux: 1.996476 loss_class_dn: 0.402878 loss_bbox_dn: 0.133837 loss_giou_dn: 0.495788 loss_class_aux_dn: 0.898404 loss_bbox_aux_dn: 0.359680 loss_giou_aux_dn: 1.187682 loss: 10.308901 eta: 27 days, 22:12:37 batch_cost: 0.8458 data_cost: 0.0476 ips: 9.4581 images/s
[08/18 20:51:36] ppdet.engine INFO: Epoch: [7] [21000/54024] learning_rate: 0.000100 loss_class: 0.765272 loss_bbox: 0.139537 loss_giou: 0.554913 loss_class_aux: 2.400734 loss_bbox_aux: 0.481810 loss_giou_aux: 1.753281 loss_class_dn: 0.379339 loss_bbox_dn: 0.144268 loss_giou_dn: 0.449452 loss_class_aux_dn: 0.850017 loss_bbox_aux_dn: 0.369396 loss_giou_aux_dn: 1.083036 loss: 9.531974 eta: 27 days, 22:06:11 batch_cost: 0.5877 data_cost: 0.0115 ips: 13.6117 images/s
[08/18 20:54:46] ppdet.engine INFO: Epoch: [7] [21200/54024] learning_rate: 0.000100 loss_class: 0.731610 loss_bbox: 0.136022 loss_giou: 0.582170 loss_class_aux: 2.322620 loss_bbox_aux: 0.464987 loss_giou_aux: 1.821759 loss_class_dn: 0.381584 loss_bbox_dn: 0.137446 loss_giou_dn: 0.462256 loss_class_aux_dn: 0.844574 loss_bbox_aux_dn: 0.357937 loss_giou_aux_dn: 1.085899 loss: 9.507128 eta: 27 days, 22:12:37 batch_cost: 0.9099 data_cost: 0.0794 ips: 8.7924 images/s
[08/18 20:57:10] ppdet.engine INFO: Epoch: [7] [21400/54024] learning_rate: 0.000100 loss_class: 0.758156 loss_bbox: 0.135073 loss_giou: 0.554253 loss_class_aux: 2.346292 loss_bbox_aux: 0.458748 loss_giou_aux: 1.786472 loss_class_dn: 0.373189 loss_bbox_dn: 0.141380 loss_giou_dn: 0.452486 loss_class_aux_dn: 0.819687 loss_bbox_aux_dn: 0.367575 loss_giou_aux_dn: 1.083146 loss: 9.377035 eta: 27 days, 22:09:57 batch_cost: 0.6821 data_cost: 0.0482 ips: 11.7282 images/s
[08/18 20:59:35] ppdet.engine INFO: Epoch: [7] [21600/54024] learning_rate: 0.000100 loss_class: 0.802058 loss_bbox: 0.141201 loss_giou: 0.588353 loss_class_aux: 2.538923 loss_bbox_aux: 0.492230 loss_giou_aux: 1.896832 loss_class_dn: 0.395006 loss_bbox_dn: 0.144865 loss_giou_dn: 0.484260 loss_class_aux_dn: 0.883228 loss_bbox_aux_dn: 0.380525 loss_giou_aux_dn: 1.156316 loss: 9.869740 eta: 27 days, 22:07:22 batch_cost: 0.6841 data_cost: 0.0052 ips: 11.6949 images/s
[08/18 21:01:42] ppdet.engine INFO: Epoch: [7] [21800/54024] learning_rate: 0.000100 loss_class: 0.749659 loss_bbox: 0.141364 loss_giou: 0.527655 loss_class_aux: 2.367029 loss_bbox_aux: 0.460252 loss_giou_aux: 1.665575 loss_class_dn: 0.380013 loss_bbox_dn: 0.147646 loss_giou_dn: 0.439148 loss_class_aux_dn: 0.847304 loss_bbox_aux_dn: 0.380996 loss_giou_aux_dn: 1.042259 loss: 9.522598 eta: 27 days, 22:01:25 batch_cost: 0.6000 data_cost: 0.0149 ips: 13.3322 images/s
[08/18 21:04:00] ppdet.engine INFO: Epoch: [7] [22000/54024] learning_rate: 0.000100 loss_class: 0.764983 loss_bbox: 0.143116 loss_giou: 0.582889 loss_class_aux: 2.385891 loss_bbox_aux: 0.475127 loss_giou_aux: 1.866753 loss_class_dn: 0.379521 loss_bbox_dn: 0.142522 loss_giou_dn: 0.469118 loss_class_aux_dn: 0.859544 loss_bbox_aux_dn: 0.368436 loss_giou_aux_dn: 1.129016 loss: 9.825487 eta: 27 days, 21:57:23 batch_cost: 0.6479 data_cost: 0.0057 ips: 12.3479 images/s
[08/18 21:06:09] ppdet.engine INFO: Epoch: [7] [22200/54024] learning_rate: 0.000100 loss_class: 0.737978 loss_bbox: 0.132598 loss_giou: 0.590999 loss_class_aux: 2.315063 loss_bbox_aux: 0.432084 loss_giou_aux: 1.816563 loss_class_dn: 0.371797 loss_bbox_dn: 0.131623 loss_giou_dn: 0.464802 loss_class_aux_dn: 0.837137 loss_bbox_aux_dn: 0.346563 loss_giou_aux_dn: 1.111394 loss: 9.394339 eta: 27 days, 21:51:48 batch_cost: 0.6085 data_cost: 0.0073 ips: 13.1471 images/s
[08/18 21:08:45] ppdet.engine INFO: Epoch: [7] [22400/54024] learning_rate: 0.000100 loss_class: 0.764607 loss_bbox: 0.135471 loss_giou: 0.542164 loss_class_aux: 2.414325 loss_bbox_aux: 0.471827 loss_giou_aux: 1.735076 loss_class_dn: 0.374873 loss_bbox_dn: 0.143541 loss_giou_dn: 0.446691 loss_class_aux_dn: 0.836787 loss_bbox_aux_dn: 0.379038 loss_giou_aux_dn: 1.065005 loss: 9.137718 eta: 27 days, 21:51:32 batch_cost: 0.7425 data_cost: 0.0703 ips: 10.7749 images/s
[08/18 21:10:48] ppdet.engine INFO: Epoch: [7] [22600/54024] learning_rate: 0.000100 loss_class: 0.763541 loss_bbox: 0.137070 loss_giou: 0.603992 loss_class_aux: 2.393610 loss_bbox_aux: 0.459628 loss_giou_aux: 1.906132 loss_class_dn: 0.384492 loss_bbox_dn: 0.141318 loss_giou_dn: 0.474137 loss_class_aux_dn: 0.866950 loss_bbox_aux_dn: 0.365335 loss_giou_aux_dn: 1.119571 loss: 9.675204 eta: 27 days, 21:44:44 batch_cost: 0.5779 data_cost: 0.0431 ips: 13.8421 images/s
[08/18 21:13:22] ppdet.engine INFO: Epoch: [7] [22800/54024] learning_rate: 0.000100 loss_class: 0.781926 loss_bbox: 0.139430 loss_giou: 0.592027 loss_class_aux: 2.415125 loss_bbox_aux: 0.468308 loss_giou_aux: 1.888455 loss_class_dn: 0.386406 loss_bbox_dn: 0.134701 loss_giou_dn: 0.477369 loss_class_aux_dn: 0.867002 loss_bbox_aux_dn: 0.352943 loss_giou_aux_dn: 1.135456 loss: 9.623495 eta: 27 days, 21:43:48 batch_cost: 0.7257 data_cost: 0.0359 ips: 11.0237 images/s
[08/18 21:15:36] ppdet.engine INFO: Epoch: [7] [23000/54024] learning_rate: 0.000100 loss_class: 0.765724 loss_bbox: 0.137308 loss_giou: 0.568905 loss_class_aux: 2.372139 loss_bbox_aux: 0.465149 loss_giou_aux: 1.843002 loss_class_dn: 0.376599 loss_bbox_dn: 0.134660 loss_giou_dn: 0.460245 loss_class_aux_dn: 0.838931 loss_bbox_aux_dn: 0.346363 loss_giou_aux_dn: 1.094082 loss: 9.633630 eta: 27 days, 21:39:17 batch_cost: 0.6350 data_cost: 0.0009 ips: 12.5987 images/s
[08/18 21:17:43] ppdet.engine INFO: Epoch: [7] [23200/54024] learning_rate: 0.000100 loss_class: 0.755473 loss_bbox: 0.140086 loss_giou: 0.540864 loss_class_aux: 2.337465 loss_bbox_aux: 0.462847 loss_giou_aux: 1.724189 loss_class_dn: 0.372727 loss_bbox_dn: 0.143562 loss_giou_dn: 0.433653 loss_class_aux_dn: 0.840036 loss_bbox_aux_dn: 0.367927 loss_giou_aux_dn: 1.060264 loss: 9.299988 eta: 27 days, 21:33:08 batch_cost: 0.5942 data_cost: 0.0228 ips: 13.4628 images/s
[08/18 21:20:16] ppdet.engine INFO: Epoch: [7] [23400/54024] learning_rate: 0.000100 loss_class: 0.765679 loss_bbox: 0.135443 loss_giou: 0.574552 loss_class_aux: 2.371442 loss_bbox_aux: 0.436770 loss_giou_aux: 1.855011 loss_class_dn: 0.390928 loss_bbox_dn: 0.132704 loss_giou_dn: 0.472998 loss_class_aux_dn: 0.860907 loss_bbox_aux_dn: 0.347450 loss_giou_aux_dn: 1.134494 loss: 9.883595 eta: 27 days, 21:32:08 batch_cost: 0.7239 data_cost: 0.0167 ips: 11.0505 images/s
[08/18 21:23:03] ppdet.engine INFO: Epoch: [7] [23600/54024] learning_rate: 0.000100 loss_class: 0.760771 loss_bbox: 0.136936 loss_giou: 0.536356 loss_class_aux: 2.390858 loss_bbox_aux: 0.459466 loss_giou_aux: 1.725211 loss_class_dn: 0.370797 loss_bbox_dn: 0.132480 loss_giou_dn: 0.443892 loss_class_aux_dn: 0.833835 loss_bbox_aux_dn: 0.356574 loss_giou_aux_dn: 1.075609 loss: 9.281695 eta: 27 days, 21:34:07 batch_cost: 0.7989 data_cost: 0.0752 ips: 10.0136 images/s
[08/18 21:25:17] ppdet.engine INFO: Epoch: [7] [23800/54024] learning_rate: 0.000100 loss_class: 0.789350 loss_bbox: 0.136751 loss_giou: 0.573604 loss_class_aux: 2.466614 loss_bbox_aux: 0.467997 loss_giou_aux: 1.878298 loss_class_dn: 0.393697 loss_bbox_dn: 0.135753 loss_giou_dn: 0.457833 loss_class_aux_dn: 0.875598 loss_bbox_aux_dn: 0.358574 loss_giou_aux_dn: 1.118403 loss: 9.832338 eta: 27 days, 21:29:26 batch_cost: 0.6312 data_cost: 0.0262 ips: 12.6748 images/s
[08/18 21:27:35] ppdet.engine INFO: Epoch: [7] [24000/54024] learning_rate: 0.000100 loss_class: 0.768776 loss_bbox: 0.131905 loss_giou: 0.574334 loss_class_aux: 2.392734 loss_bbox_aux: 0.450948 loss_giou_aux: 1.854986 loss_class_dn: 0.376600 loss_bbox_dn: 0.133174 loss_giou_dn: 0.472992 loss_class_aux_dn: 0.841428 loss_bbox_aux_dn: 0.350168 loss_giou_aux_dn: 1.131865 loss: 9.596290 eta: 27 days, 21:25:38 batch_cost: 0.6529 data_cost: 0.0554 ips: 12.2523 images/s
[08/18 21:30:21] ppdet.engine INFO: Epoch: [7] [24200/54024] learning_rate: 0.000100 loss_class: 0.761475 loss_bbox: 0.139561 loss_giou: 0.576640 loss_class_aux: 2.375758 loss_bbox_aux: 0.468473 loss_giou_aux: 1.833188 loss_class_dn: 0.384896 loss_bbox_dn: 0.138012 loss_giou_dn: 0.456947 loss_class_aux_dn: 0.850450 loss_bbox_aux_dn: 0.361481 loss_giou_aux_dn: 1.099344 loss: 9.696166 eta: 27 days, 21:27:14 batch_cost: 0.7899 data_cost: 0.0242 ips: 10.1277 images/s
[08/18 21:32:27] ppdet.engine INFO: Epoch: [7] [24400/54024] learning_rate: 0.000100 loss_class: 0.795436 loss_bbox: 0.145140 loss_giou: 0.564376 loss_class_aux: 2.507839 loss_bbox_aux: 0.488065 loss_giou_aux: 1.811111 loss_class_dn: 0.395109 loss_bbox_dn: 0.143333 loss_giou_dn: 0.484264 loss_class_aux_dn: 0.880990 loss_bbox_aux_dn: 0.369366 loss_giou_aux_dn: 1.177774 loss: 10.046383 eta: 27 days, 21:21:08 batch_cost: 0.5950 data_cost: 0.0593 ips: 13.4462 images/s
[08/18 21:34:56] ppdet.engine INFO: Epoch: [7] [24600/54024] learning_rate: 0.000100 loss_class: 0.777401 loss_bbox: 0.140512 loss_giou: 0.539545 loss_class_aux: 2.384657 loss_bbox_aux: 0.465619 loss_giou_aux: 1.711026 loss_class_dn: 0.377828 loss_bbox_dn: 0.143831 loss_giou_dn: 0.448930 loss_class_aux_dn: 0.834885 loss_bbox_aux_dn: 0.371516 loss_giou_aux_dn: 1.060051 loss: 9.472030 eta: 27 days, 21:19:16 batch_cost: 0.7022 data_cost: 0.0506 ips: 11.3930 images/s
[08/18 21:37:02] ppdet.engine INFO: Epoch: [7] [24800/54024] learning_rate: 0.000100 loss_class: 0.757183 loss_bbox: 0.131758 loss_giou: 0.566034 loss_class_aux: 2.383409 loss_bbox_aux: 0.447587 loss_giou_aux: 1.773809 loss_class_dn: 0.378578 loss_bbox_dn: 0.136536 loss_giou_dn: 0.451332 loss_class_aux_dn: 0.842447 loss_bbox_aux_dn: 0.348708 loss_giou_aux_dn: 1.080457 loss: 9.693503 eta: 27 days, 21:13:04 batch_cost: 0.5919 data_cost: 0.0069 ips: 13.5158 images/s
[08/18 21:39:21] ppdet.engine INFO: Epoch: [7] [25000/54024] learning_rate: 0.000100 loss_class: 0.739738 loss_bbox: 0.141616 loss_giou: 0.569332 loss_class_aux: 2.341826 loss_bbox_aux: 0.471058 loss_giou_aux: 1.787077 loss_class_dn: 0.370551 loss_bbox_dn: 0.149602 loss_giou_dn: 0.454396 loss_class_aux_dn: 0.822006 loss_bbox_aux_dn: 0.385600 loss_giou_aux_dn: 1.097912 loss: 9.488235 eta: 27 days, 21:09:22 batch_cost: 0.6555 data_cost: 0.0008 ips: 12.2044 images/s
[08/18 21:42:18] ppdet.engine INFO: Epoch: [7] [25200/54024] learning_rate: 0.000100 loss_class: 0.768971 loss_bbox: 0.136887 loss_giou: 0.554058 loss_class_aux: 2.442390 loss_bbox_aux: 0.476992 loss_giou_aux: 1.767089 loss_class_dn: 0.386642 loss_bbox_dn: 0.138009 loss_giou_dn: 0.459583 loss_class_aux_dn: 0.864928 loss_bbox_aux_dn: 0.369862 loss_giou_aux_dn: 1.095253 loss: 9.729905 eta: 27 days, 21:13:06 batch_cost: 0.8446 data_cost: 0.0095 ips: 9.4718 images/s
[08/18 21:44:36] ppdet.engine INFO: Epoch: [7] [25400/54024] learning_rate: 0.000100 loss_class: 0.763869 loss_bbox: 0.135702 loss_giou: 0.546625 loss_class_aux: 2.379938 loss_bbox_aux: 0.449453 loss_giou_aux: 1.776237 loss_class_dn: 0.377467 loss_bbox_dn: 0.141916 loss_giou_dn: 0.456379 loss_class_aux_dn: 0.827962 loss_bbox_aux_dn: 0.368416 loss_giou_aux_dn: 1.075457 loss: 9.398109 eta: 27 days, 21:09:08 batch_cost: 0.6487 data_cost: 0.0276 ips: 12.3319 images/s
[08/18 21:46:46] ppdet.engine INFO: Epoch: [7] [25600/54024] learning_rate: 0.000100 loss_class: 0.771211 loss_bbox: 0.137715 loss_giou: 0.575284 loss_class_aux: 2.396314 loss_bbox_aux: 0.458230 loss_giou_aux: 1.831964 loss_class_dn: 0.384499 loss_bbox_dn: 0.138012 loss_giou_dn: 0.466044 loss_class_aux_dn: 0.856111 loss_bbox_aux_dn: 0.354988 loss_giou_aux_dn: 1.113023 loss: 9.637745 eta: 27 days, 21:03:54 batch_cost: 0.6162 data_cost: 0.0208 ips: 12.9827 images/s
[08/18 21:49:00] ppdet.engine INFO: Epoch: [7] [25800/54024] learning_rate: 0.000100 loss_class: 0.763877 loss_bbox: 0.132420 loss_giou: 0.589857 loss_class_aux: 2.359023 loss_bbox_aux: 0.454016 loss_giou_aux: 1.865891 loss_class_dn: 0.372470 loss_bbox_dn: 0.131864 loss_giou_dn: 0.462909 loss_class_aux_dn: 0.824491 loss_bbox_aux_dn: 0.343859 loss_giou_aux_dn: 1.109158 loss: 9.443865 eta: 27 days, 20:59:07 batch_cost: 0.6280 data_cost: 0.0407 ips: 12.7398 images/s
[08/18 21:51:18] ppdet.engine INFO: Epoch: [7] [26000/54024] learning_rate: 0.000100 loss_class: 0.748620 loss_bbox: 0.134907 loss_giou: 0.569402 loss_class_aux: 2.347132 loss_bbox_aux: 0.454207 loss_giou_aux: 1.836014 loss_class_dn: 0.370371 loss_bbox_dn: 0.135427 loss_giou_dn: 0.459101 loss_class_aux_dn: 0.824195 loss_bbox_aux_dn: 0.347422 loss_giou_aux_dn: 1.097702 loss: 9.331413 eta: 27 days, 20:55:23 batch_cost: 0.6546 data_cost: 0.0471 ips: 12.2212 images/s
[08/18 21:53:18] ppdet.engine INFO: Epoch: [7] [26200/54024] learning_rate: 0.000100 loss_class: 0.777715 loss_bbox: 0.138930 loss_giou: 0.590182 loss_class_aux: 2.413229 loss_bbox_aux: 0.450826 loss_giou_aux: 1.902066 loss_class_dn: 0.375879 loss_bbox_dn: 0.140733 loss_giou_dn: 0.467273 loss_class_aux_dn: 0.845773 loss_bbox_aux_dn: 0.368698 loss_giou_aux_dn: 1.119056 loss: 9.629176 eta: 27 days, 20:48:01 batch_cost: 0.5616 data_cost: 0.0164 ips: 14.2439 images/s
[08/18 21:55:31] ppdet.engine INFO: Epoch: [7] [26400/54024] learning_rate: 0.000100 loss_class: 0.771296 loss_bbox: 0.132018 loss_giou: 0.557218 loss_class_aux: 2.365137 loss_bbox_aux: 0.459033 loss_giou_aux: 1.781522 loss_class_dn: 0.368220 loss_bbox_dn: 0.138152 loss_giou_dn: 0.454713 loss_class_aux_dn: 0.832078 loss_bbox_aux_dn: 0.351189 loss_giou_aux_dn: 1.090390 loss: 9.514222 eta: 27 days, 20:43:26 batch_cost: 0.6325 data_cost: 0.0730 ips: 12.6486 images/s
[08/18 21:57:46] ppdet.engine INFO: Epoch: [7] [26600/54024] learning_rate: 0.000100 loss_class: 0.784664 loss_bbox: 0.135313 loss_giou: 0.569309 loss_class_aux: 2.387380 loss_bbox_aux: 0.457433 loss_giou_aux: 1.835814 loss_class_dn: 0.381641 loss_bbox_dn: 0.137586 loss_giou_dn: 0.461791 loss_class_aux_dn: 0.847173 loss_bbox_aux_dn: 0.368190 loss_giou_aux_dn: 1.092838 loss: 9.459620 eta: 27 days, 20:39:00 batch_cost: 0.6363 data_cost: 0.0545 ips: 12.5733 images/s
[08/18 21:59:56] ppdet.engine INFO: Epoch: [7] [26800/54024] learning_rate: 0.000100 loss_class: 0.774937 loss_bbox: 0.143198 loss_giou: 0.558620 loss_class_aux: 2.403680 loss_bbox_aux: 0.486755 loss_giou_aux: 1.766610 loss_class_dn: 0.381133 loss_bbox_dn: 0.138841 loss_giou_dn: 0.453667 loss_class_aux_dn: 0.861097 loss_bbox_aux_dn: 0.373932 loss_giou_aux_dn: 1.085684 loss: 9.554324 eta: 27 days, 20:33:25 batch_cost: 0.6071 data_cost: 0.0160 ips: 13.1784 images/s
[08/18 22:02:01] ppdet.engine INFO: Epoch: [7] [27000/54024] learning_rate: 0.000100 loss_class: 0.750238 loss_bbox: 0.131833 loss_giou: 0.550321 loss_class_aux: 2.367418 loss_bbox_aux: 0.445723 loss_giou_aux: 1.784170 loss_class_dn: 0.363896 loss_bbox_dn: 0.139159 loss_giou_dn: 0.446654 loss_class_aux_dn: 0.817195 loss_bbox_aux_dn: 0.358974 loss_giou_aux_dn: 1.072400 loss: 9.327983 eta: 27 days, 20:27:06 batch_cost: 0.5878 data_cost: 0.0290 ips: 13.6105 images/s
[08/18 22:04:22] ppdet.engine INFO: Epoch: [7] [27200/54024] learning_rate: 0.000100 loss_class: 0.761169 loss_bbox: 0.134393 loss_giou: 0.559835 loss_class_aux: 2.396073 loss_bbox_aux: 0.452813 loss_giou_aux: 1.786066 loss_class_dn: 0.380673 loss_bbox_dn: 0.132208 loss_giou_dn: 0.461522 loss_class_aux_dn: 0.842040 loss_bbox_aux_dn: 0.345153 loss_giou_aux_dn: 1.104896 loss: 9.417445 eta: 27 days, 20:23:59 batch_cost: 0.6697 data_cost: 0.0175 ips: 11.9454 images/s
[08/18 22:06:54] ppdet.engine INFO: Epoch: [7] [27400/54024] learning_rate: 0.000100 loss_class: 0.745976 loss_bbox: 0.135039 loss_giou: 0.547149 loss_class_aux: 2.286188 loss_bbox_aux: 0.442941 loss_giou_aux: 1.726564 loss_class_dn: 0.374524 loss_bbox_dn: 0.129081 loss_giou_dn: 0.444261 loss_class_aux_dn: 0.829768 loss_bbox_aux_dn: 0.344435 loss_giou_aux_dn: 1.046596 loss: 9.185616 eta: 27 days, 20:22:58 batch_cost: 0.7235 data_cost: 0.0922 ips: 11.0572 images/s
[08/18 22:09:16] ppdet.engine INFO: Epoch: [7] [27600/54024] learning_rate: 0.000100 loss_class: 0.781114 loss_bbox: 0.136612 loss_giou: 0.532423 loss_class_aux: 2.433034 loss_bbox_aux: 0.461611 loss_giou_aux: 1.715972 loss_class_dn: 0.378368 loss_bbox_dn: 0.143962 loss_giou_dn: 0.448162 loss_class_aux_dn: 0.864246 loss_bbox_aux_dn: 0.374964 loss_giou_aux_dn: 1.061732 loss: 9.592554 eta: 27 days, 20:20:04 batch_cost: 0.6752 data_cost: 0.0671 ips: 11.8476 images/s
[08/18 22:11:35] ppdet.engine INFO: Epoch: [7] [27800/54024] learning_rate: 0.000100 loss_class: 0.757788 loss_bbox: 0.135631 loss_giou: 0.569168 loss_class_aux: 2.385947 loss_bbox_aux: 0.460052 loss_giou_aux: 1.817912 loss_class_dn: 0.371239 loss_bbox_dn: 0.130023 loss_giou_dn: 0.460994 loss_class_aux_dn: 0.825889 loss_bbox_aux_dn: 0.333622 loss_giou_aux_dn: 1.098026 loss: 9.486781 eta: 27 days, 20:16:23 batch_cost: 0.6553 data_cost: 0.0080 ips: 12.2087 images/s
[08/18 22:14:00] ppdet.engine INFO: Epoch: [7] [28000/54024] learning_rate: 0.000100 loss_class: 0.757838 loss_bbox: 0.134660 loss_giou: 0.584028 loss_class_aux: 2.404046 loss_bbox_aux: 0.452717 loss_giou_aux: 1.842533 loss_class_dn: 0.381032 loss_bbox_dn: 0.136575 loss_giou_dn: 0.471371 loss_class_aux_dn: 0.852158 loss_bbox_aux_dn: 0.352285 loss_giou_aux_dn: 1.119537 loss: 9.486275 eta: 27 days, 20:13:59 batch_cost: 0.6881 data_cost: 0.0542 ips: 11.6263 images/s
[08/18 22:16:16] ppdet.engine INFO: Epoch: [7] [28200/54024] learning_rate: 0.000100 loss_class: 0.754385 loss_bbox: 0.135922 loss_giou: 0.539435 loss_class_aux: 2.348761 loss_bbox_aux: 0.456875 loss_giou_aux: 1.760574 loss_class_dn: 0.378714 loss_bbox_dn: 0.139846 loss_giou_dn: 0.462677 loss_class_aux_dn: 0.858347 loss_bbox_aux_dn: 0.363493 loss_giou_aux_dn: 1.083952 loss: 9.378990 eta: 27 days, 20:09:42 batch_cost: 0.6398 data_cost: 0.0056 ips: 12.5036 images/s
[08/18 22:18:47] ppdet.engine INFO: Epoch: [7] [28400/54024] learning_rate: 0.000100 loss_class: 0.774852 loss_bbox: 0.142500 loss_giou: 0.552773 loss_class_aux: 2.399577 loss_bbox_aux: 0.474299 loss_giou_aux: 1.756890 loss_class_dn: 0.384302 loss_bbox_dn: 0.144565 loss_giou_dn: 0.453261 loss_class_aux_dn: 0.854105 loss_bbox_aux_dn: 0.378295 loss_giou_aux_dn: 1.091064 loss: 9.626328 eta: 27 days, 20:08:25 batch_cost: 0.7166 data_cost: 0.0661 ips: 11.1641 images/s
[08/18 22:21:08] ppdet.engine INFO: Epoch: [7] [28600/54024] learning_rate: 0.000100 loss_class: 0.751710 loss_bbox: 0.137819 loss_giou: 0.541080 loss_class_aux: 2.343408 loss_bbox_aux: 0.455309 loss_giou_aux: 1.718519 loss_class_dn: 0.362288 loss_bbox_dn: 0.136683 loss_giou_dn: 0.443875 loss_class_aux_dn: 0.822960 loss_bbox_aux_dn: 0.367689 loss_giou_aux_dn: 1.069975 loss: 9.288547 eta: 27 days, 20:05:10 batch_cost: 0.6659 data_cost: 0.0566 ips: 12.0137 images/s
[08/18 22:23:50] ppdet.engine INFO: Epoch: [7] [28800/54024] learning_rate: 0.000100 loss_class: 0.763738 loss_bbox: 0.138218 loss_giou: 0.573639 loss_class_aux: 2.394769 loss_bbox_aux: 0.459115 loss_giou_aux: 1.822330 loss_class_dn: 0.383840 loss_bbox_dn: 0.135081 loss_giou_dn: 0.467447 loss_class_aux_dn: 0.844814 loss_bbox_aux_dn: 0.357981 loss_giou_aux_dn: 1.119330 loss: 9.478272 eta: 27 days, 20:06:11 batch_cost: 0.7762 data_cost: 0.0237 ips: 10.3067 images/s
[08/18 22:26:21] ppdet.engine INFO: Epoch: [7] [29000/54024] learning_rate: 0.000100 loss_class: 0.732660 loss_bbox: 0.136287 loss_giou: 0.537817 loss_class_aux: 2.297339 loss_bbox_aux: 0.450652 loss_giou_aux: 1.751326 loss_class_dn: 0.368657 loss_bbox_dn: 0.139610 loss_giou_dn: 0.447367 loss_class_aux_dn: 0.823350 loss_bbox_aux_dn: 0.357398 loss_giou_aux_dn: 1.064020 loss: 9.348643 eta: 27 days, 20:04:52 batch_cost: 0.7161 data_cost: 0.0157 ips: 11.1722 images/s
[08/18 22:28:55] ppdet.engine INFO: Epoch: [7] [29200/54024] learning_rate: 0.000100 loss_class: 0.762965 loss_bbox: 0.131707 loss_giou: 0.549669 loss_class_aux: 2.393966 loss_bbox_aux: 0.460412 loss_giou_aux: 1.755194 loss_class_dn: 0.381555 loss_bbox_dn: 0.136160 loss_giou_dn: 0.447336 loss_class_aux_dn: 0.847426 loss_bbox_aux_dn: 0.357219 loss_giou_aux_dn: 1.083276 loss: 9.443346 eta: 27 days, 20:04:12 batch_cost: 0.7329 data_cost: 0.0077 ips: 10.9161 images/s
[08/18 22:31:19] ppdet.engine INFO: Epoch: [7] [29400/54024] learning_rate: 0.000100 loss_class: 0.792515 loss_bbox: 0.141689 loss_giou: 0.553517 loss_class_aux: 2.468838 loss_bbox_aux: 0.472723 loss_giou_aux: 1.776359 loss_class_dn: 0.382000 loss_bbox_dn: 0.140787 loss_giou_dn: 0.450125 loss_class_aux_dn: 0.853951 loss_bbox_aux_dn: 0.371805 loss_giou_aux_dn: 1.080799 loss: 9.598541 eta: 27 days, 20:01:34 batch_cost: 0.6818 data_cost: 0.0428 ips: 11.7335 images/s
[08/18 22:33:44] ppdet.engine INFO: Epoch: [7] [29600/54024] learning_rate: 0.000100 loss_class: 0.727188 loss_bbox: 0.137560 loss_giou: 0.550681 loss_class_aux: 2.317576 loss_bbox_aux: 0.456066 loss_giou_aux: 1.745372 loss_class_dn: 0.371654 loss_bbox_dn: 0.135987 loss_giou_dn: 0.443211 loss_class_aux_dn: 0.819728 loss_bbox_aux_dn: 0.359911 loss_giou_aux_dn: 1.065945 loss: 9.422158 eta: 27 days, 19:59:06 batch_cost: 0.6866 data_cost: 0.0225 ips: 11.6508 images/s
[08/18 22:36:06] ppdet.engine INFO: Epoch: [7] [29800/54024] learning_rate: 0.000100 loss_class: 0.763842 loss_bbox: 0.144738 loss_giou: 0.586924 loss_class_aux: 2.414582 loss_bbox_aux: 0.478281 loss_giou_aux: 1.897732 loss_class_dn: 0.382522 loss_bbox_dn: 0.141771 loss_giou_dn: 0.473113 loss_class_aux_dn: 0.865097 loss_bbox_aux_dn: 0.371361 loss_giou_aux_dn: 1.115433 loss: 9.655479 eta: 27 days, 19:56:16 batch_cost: 0.6767 data_cost: 0.0486 ips: 11.8222 images/s
[08/18 22:38:25] ppdet.engine INFO: Epoch: [7] [30000/54024] learning_rate: 0.000100 loss_class: 0.763593 loss_bbox: 0.143172 loss_giou: 0.604433 loss_class_aux: 2.345613 loss_bbox_aux: 0.453903 loss_giou_aux: 1.949883 loss_class_dn: 0.384456 loss_bbox_dn: 0.138908 loss_giou_dn: 0.475786 loss_class_aux_dn: 0.852414 loss_bbox_aux_dn: 0.357636 loss_giou_aux_dn: 1.120950 loss: 9.647845 eta: 27 days, 19:52:37 batch_cost: 0.6559 data_cost: 0.0629 ips: 12.1972 images/s
[08/18 22:40:58] ppdet.engine INFO: Epoch: [7] [30200/54024] learning_rate: 0.000100 loss_class: 0.733794 loss_bbox: 0.137345 loss_giou: 0.558203 loss_class_aux: 2.337037 loss_bbox_aux: 0.462430 loss_giou_aux: 1.787799 loss_class_dn: 0.361727 loss_bbox_dn: 0.139646 loss_giou_dn: 0.446845 loss_class_aux_dn: 0.815534 loss_bbox_aux_dn: 0.360600 loss_giou_aux_dn: 1.066545 loss: 9.125782 eta: 27 days, 19:51:49 batch_cost: 0.7295 data_cost: 0.0225 ips: 10.9661 images/s
[08/18 22:43:17] ppdet.engine INFO: Epoch: [7] [30400/54024] learning_rate: 0.000100 loss_class: 0.735706 loss_bbox: 0.135113 loss_giou: 0.531236 loss_class_aux: 2.348003 loss_bbox_aux: 0.463645 loss_giou_aux: 1.696018 loss_class_dn: 0.369686 loss_bbox_dn: 0.139700 loss_giou_dn: 0.436856 loss_class_aux_dn: 0.818816 loss_bbox_aux_dn: 0.367713 loss_giou_aux_dn: 1.053380 loss: 9.268577 eta: 27 days, 19:48:20 batch_cost: 0.6598 data_cost: 0.0130 ips: 12.1247 images/s
[08/18 22:45:59] ppdet.engine INFO: Epoch: [7] [30600/54024] learning_rate: 0.000100 loss_class: 0.756205 loss_bbox: 0.135573 loss_giou: 0.556339 loss_class_aux: 2.386167 loss_bbox_aux: 0.456450 loss_giou_aux: 1.771089 loss_class_dn: 0.383385 loss_bbox_dn: 0.134860 loss_giou_dn: 0.466452 loss_class_aux_dn: 0.840259 loss_bbox_aux_dn: 0.353947 loss_giou_aux_dn: 1.102414 loss: 9.599307 eta: 27 days, 19:49:14 batch_cost: 0.7739 data_cost: 0.0129 ips: 10.3376 images/s
[08/18 22:48:19] ppdet.engine INFO: Epoch: [7] [30800/54024] learning_rate: 0.000100 loss_class: 0.758659 loss_bbox: 0.142878 loss_giou: 0.538509 loss_class_aux: 2.373093 loss_bbox_aux: 0.470481 loss_giou_aux: 1.726015 loss_class_dn: 0.372475 loss_bbox_dn: 0.139258 loss_giou_dn: 0.443381 loss_class_aux_dn: 0.823094 loss_bbox_aux_dn: 0.371177 loss_giou_aux_dn: 1.083009 loss: 9.494204 eta: 27 days, 19:45:49 batch_cost: 0.6614 data_cost: 0.0008 ips: 12.0956 images/s
[08/18 22:50:22] ppdet.engine INFO: Epoch: [7] [31000/54024] learning_rate: 0.000100 loss_class: 0.727272 loss_bbox: 0.133814 loss_giou: 0.520093 loss_class_aux: 2.311117 loss_bbox_aux: 0.451954 loss_giou_aux: 1.660737 loss_class_dn: 0.366257 loss_bbox_dn: 0.134830 loss_giou_dn: 0.435125 loss_class_aux_dn: 0.806338 loss_bbox_aux_dn: 0.347339 loss_giou_aux_dn: 1.014108 loss: 9.153579 eta: 27 days, 19:39:09 batch_cost: 0.5775 data_cost: 0.0373 ips: 13.8528 images/s
[08/18 22:52:47] ppdet.engine INFO: Epoch: [7] [31200/54024] learning_rate: 0.000100 loss_class: 0.770833 loss_bbox: 0.140018 loss_giou: 0.568519 loss_class_aux: 2.413369 loss_bbox_aux: 0.478535 loss_giou_aux: 1.787401 loss_class_dn: 0.389596 loss_bbox_dn: 0.138106 loss_giou_dn: 0.459612 loss_class_aux_dn: 0.862946 loss_bbox_aux_dn: 0.361088 loss_giou_aux_dn: 1.108769 loss: 9.872741 eta: 27 days, 19:36:41 batch_cost: 0.6861 data_cost: 0.0031 ips: 11.6602 images/s
[08/18 22:55:17] ppdet.engine INFO: Epoch: [7] [31400/54024] learning_rate: 0.000100 loss_class: 0.756744 loss_bbox: 0.135876 loss_giou: 0.547029 loss_class_aux: 2.373215 loss_bbox_aux: 0.451904 loss_giou_aux: 1.772417 loss_class_dn: 0.369414 loss_bbox_dn: 0.133439 loss_giou_dn: 0.446462 loss_class_aux_dn: 0.826420 loss_bbox_aux_dn: 0.352745 loss_giou_aux_dn: 1.064661 loss: 9.067885 eta: 27 days, 19:35:20 batch_cost: 0.7154 data_cost: 0.0126 ips: 11.1819 images/s
[08/18 22:57:50] ppdet.engine INFO: Epoch: [7] [31600/54024] learning_rate: 0.000100 loss_class: 0.774068 loss_bbox: 0.136885 loss_giou: 0.548703 loss_class_aux: 2.406022 loss_bbox_aux: 0.454522 loss_giou_aux: 1.755027 loss_class_dn: 0.370333 loss_bbox_dn: 0.134540 loss_giou_dn: 0.451047 loss_class_aux_dn: 0.819995 loss_bbox_aux_dn: 0.354856 loss_giou_aux_dn: 1.065388 loss: 9.341839 eta: 27 days, 19:34:34 batch_cost: 0.7307 data_cost: 0.0696 ips: 10.9477 images/s
[08/18 23:00:24] ppdet.engine INFO: Epoch: [7] [31800/54024] learning_rate: 0.000100 loss_class: 0.768701 loss_bbox: 0.136955 loss_giou: 0.558572 loss_class_aux: 2.427179 loss_bbox_aux: 0.463018 loss_giou_aux: 1.797721 loss_class_dn: 0.385566 loss_bbox_dn: 0.142606 loss_giou_dn: 0.471137 loss_class_aux_dn: 0.852594 loss_bbox_aux_dn: 0.372131 loss_giou_aux_dn: 1.125459 loss: 9.720571 eta: 27 days, 19:33:49 batch_cost: 0.7308 data_cost: 0.0929 ips: 10.9474 images/s
[08/18 23:02:36] ppdet.engine INFO: Epoch: [7] [32000/54024] learning_rate: 0.000100 loss_class: 0.764807 loss_bbox: 0.134699 loss_giou: 0.541816 loss_class_aux: 2.356746 loss_bbox_aux: 0.455453 loss_giou_aux: 1.740398 loss_class_dn: 0.365660 loss_bbox_dn: 0.134842 loss_giou_dn: 0.444949 loss_class_aux_dn: 0.823832 loss_bbox_aux_dn: 0.352150 loss_giou_aux_dn: 1.080057 loss: 9.388046 eta: 27 days, 19:28:51 batch_cost: 0.6215 data_cost: 0.0346 ips: 12.8729 images/s
[08/18 23:04:47] ppdet.engine INFO: Epoch: [7] [32200/54024] learning_rate: 0.000100 loss_class: 0.758763 loss_bbox: 0.140310 loss_giou: 0.527504 loss_class_aux: 2.383236 loss_bbox_aux: 0.455766 loss_giou_aux: 1.681420 loss_class_dn: 0.362117 loss_bbox_dn: 0.139121 loss_giou_dn: 0.437284 loss_class_aux_dn: 0.806041 loss_bbox_aux_dn: 0.358761 loss_giou_aux_dn: 1.036231 loss: 9.284886 eta: 27 days, 19:23:42 batch_cost: 0.6161 data_cost: 0.0136 ips: 12.9855 images/s
[08/18 23:06:55] ppdet.engine INFO: Epoch: [7] [32400/54024] learning_rate: 0.000100 loss_class: 0.763583 loss_bbox: 0.136272 loss_giou: 0.581091 loss_class_aux: 2.351640 loss_bbox_aux: 0.451964 loss_giou_aux: 1.848678 loss_class_dn: 0.385758 loss_bbox_dn: 0.132946 loss_giou_dn: 0.470008 loss_class_aux_dn: 0.858898 loss_bbox_aux_dn: 0.346837 loss_giou_aux_dn: 1.120693 loss: 9.782397 eta: 27 days, 19:18:11 batch_cost: 0.6066 data_cost: 0.0084 ips: 13.1890 images/s
[08/18 23:09:23] ppdet.engine INFO: Epoch: [7] [32600/54024] learning_rate: 0.000100 loss_class: 0.760888 loss_bbox: 0.139515 loss_giou: 0.576761 loss_class_aux: 2.422837 loss_bbox_aux: 0.460908 loss_giou_aux: 1.856558 loss_class_dn: 0.377567 loss_bbox_dn: 0.132295 loss_giou_dn: 0.469605 loss_class_aux_dn: 0.837647 loss_bbox_aux_dn: 0.344352 loss_giou_aux_dn: 1.115794 loss: 9.521111 eta: 27 days, 19:16:18 batch_cost: 0.7017 data_cost: 0.0224 ips: 11.4007 images/s
[08/18 23:11:45] ppdet.engine INFO: Epoch: [7] [32800/54024] learning_rate: 0.000100 loss_class: 0.766556 loss_bbox: 0.131958 loss_giou: 0.581382 loss_class_aux: 2.408374 loss_bbox_aux: 0.442881 loss_giou_aux: 1.830975 loss_class_dn: 0.373473 loss_bbox_dn: 0.129987 loss_giou_dn: 0.451493 loss_class_aux_dn: 0.830437 loss_bbox_aux_dn: 0.337877 loss_giou_aux_dn: 1.081436 loss: 9.391373 eta: 27 days, 19:13:18 batch_cost: 0.6720 data_cost: 0.0008 ips: 11.9039 images/s
[08/18 23:14:06] ppdet.engine INFO: Epoch: [7] [33000/54024] learning_rate: 0.000100 loss_class: 0.758329 loss_bbox: 0.134517 loss_giou: 0.533320 loss_class_aux: 2.371414 loss_bbox_aux: 0.452047 loss_giou_aux: 1.715727 loss_class_dn: 0.366433 loss_bbox_dn: 0.139047 loss_giou_dn: 0.438453 loss_class_aux_dn: 0.825782 loss_bbox_aux_dn: 0.365758 loss_giou_aux_dn: 1.052435 loss: 9.297494 eta: 27 days, 19:10:09 batch_cost: 0.6683 data_cost: 0.0612 ips: 11.9711 images/s
[08/18 23:16:05] ppdet.engine INFO: Epoch: [7] [33200/54024] learning_rate: 0.000100 loss_class: 0.757026 loss_bbox: 0.137237 loss_giou: 0.543722 loss_class_aux: 2.389516 loss_bbox_aux: 0.466059 loss_giou_aux: 1.768367 loss_class_dn: 0.374132 loss_bbox_dn: 0.142350 loss_giou_dn: 0.452344 loss_class_aux_dn: 0.844001 loss_bbox_aux_dn: 0.365440 loss_giou_aux_dn: 1.072557 loss: 9.348546 eta: 27 days, 19:02:43 batch_cost: 0.5563 data_cost: 0.0017 ips: 14.3809 images/s
[08/18 23:18:28] ppdet.engine INFO: Epoch: [7] [33400/54024] learning_rate: 0.000100 loss_class: 0.740908 loss_bbox: 0.136931 loss_giou: 0.554301 loss_class_aux: 2.336150 loss_bbox_aux: 0.458916 loss_giou_aux: 1.765317 loss_class_dn: 0.376034 loss_bbox_dn: 0.142559 loss_giou_dn: 0.442286 loss_class_aux_dn: 0.843305 loss_bbox_aux_dn: 0.365770 loss_giou_aux_dn: 1.071432 loss: 9.582479 eta: 27 days, 19:00:02 batch_cost: 0.6803 data_cost: 0.0937 ips: 11.7603 images/s
[08/18 23:20:45] ppdet.engine INFO: Epoch: [7] [33600/54024] learning_rate: 0.000100 loss_class: 0.765343 loss_bbox: 0.137101 loss_giou: 0.568040 loss_class_aux: 2.416042 loss_bbox_aux: 0.465021 loss_giou_aux: 1.782086 loss_class_dn: 0.379203 loss_bbox_dn: 0.141273 loss_giou_dn: 0.453150 loss_class_aux_dn: 0.845824 loss_bbox_aux_dn: 0.357633 loss_giou_aux_dn: 1.095914 loss: 9.600428 eta: 27 days, 18:56:08 batch_cost: 0.6485 data_cost: 0.0189 ips: 12.3365 images/s
[08/18 23:23:15] ppdet.engine INFO: Epoch: [7] [33800/54024] learning_rate: 0.000100 loss_class: 0.768579 loss_bbox: 0.133290 loss_giou: 0.580917 loss_class_aux: 2.428624 loss_bbox_aux: 0.449132 loss_giou_aux: 1.824823 loss_class_dn: 0.381752 loss_bbox_dn: 0.137824 loss_giou_dn: 0.457326 loss_class_aux_dn: 0.843589 loss_bbox_aux_dn: 0.365243 loss_giou_aux_dn: 1.108064 loss: 9.526419 eta: 27 days, 18:54:39 batch_cost: 0.7120 data_cost: 0.0564 ips: 11.2361 images/s
[08/18 23:25:15] ppdet.engine INFO: Epoch: [7] [34000/54024] learning_rate: 0.000100 loss_class: 0.766098 loss_bbox: 0.137097 loss_giou: 0.561735 loss_class_aux: 2.386678 loss_bbox_aux: 0.470651 loss_giou_aux: 1.765654 loss_class_dn: 0.389209 loss_bbox_dn: 0.138170 loss_giou_dn: 0.460270 loss_class_aux_dn: 0.862914 loss_bbox_aux_dn: 0.362087 loss_giou_aux_dn: 1.095746 loss: 9.544811 eta: 27 days, 18:47:28 batch_cost: 0.5623 data_cost: 0.0246 ips: 14.2284 images/s
[08/18 23:27:46] ppdet.engine INFO: Epoch: [7] [34200/54024] learning_rate: 0.000100 loss_class: 0.752109 loss_bbox: 0.133490 loss_giou: 0.550877 loss_class_aux: 2.394062 loss_bbox_aux: 0.447643 loss_giou_aux: 1.773227 loss_class_dn: 0.366017 loss_bbox_dn: 0.134155 loss_giou_dn: 0.437896 loss_class_aux_dn: 0.834662 loss_bbox_aux_dn: 0.350943 loss_giou_aux_dn: 1.068067 loss: 9.450774 eta: 27 days, 18:46:11 batch_cost: 0.7167 data_cost: 0.0101 ips: 11.1618 images/s
[08/18 23:29:48] ppdet.engine INFO: Epoch: [7] [34400/54024] learning_rate: 0.000100 loss_class: 0.754906 loss_bbox: 0.130153 loss_giou: 0.537825 loss_class_aux: 2.377214 loss_bbox_aux: 0.444727 loss_giou_aux: 1.715657 loss_class_dn: 0.361756 loss_bbox_dn: 0.134618 loss_giou_dn: 0.431761 loss_class_aux_dn: 0.815305 loss_bbox_aux_dn: 0.352560 loss_giou_aux_dn: 1.039084 loss: 9.169200 eta: 27 days, 18:39:23 batch_cost: 0.5722 data_cost: 0.0126 ips: 13.9815 images/s
[08/18 23:31:54] ppdet.engine INFO: Epoch: [7] [34600/54024] learning_rate: 0.000100 loss_class: 0.784691 loss_bbox: 0.136399 loss_giou: 0.549267 loss_class_aux: 2.409665 loss_bbox_aux: 0.466979 loss_giou_aux: 1.735362 loss_class_dn: 0.376416 loss_bbox_dn: 0.138878 loss_giou_dn: 0.449328 loss_class_aux_dn: 0.844610 loss_bbox_aux_dn: 0.364552 loss_giou_aux_dn: 1.065519 loss: 9.484419 eta: 27 days, 18:33:24 batch_cost: 0.5935 data_cost: 0.0338 ips: 13.4803 images/s
[08/18 23:34:00] ppdet.engine INFO: Epoch: [7] [34800/54024] learning_rate: 0.000100 loss_class: 0.757498 loss_bbox: 0.136715 loss_giou: 0.558385 loss_class_aux: 2.358088 loss_bbox_aux: 0.463875 loss_giou_aux: 1.779316 loss_class_dn: 0.383647 loss_bbox_dn: 0.142955 loss_giou_dn: 0.452547 loss_class_aux_dn: 0.856499 loss_bbox_aux_dn: 0.370854 loss_giou_aux_dn: 1.103436 loss: 9.552377 eta: 27 days, 18:27:20 batch_cost: 0.5911 data_cost: 0.0010 ips: 13.5351 images/s
[08/18 23:36:13] ppdet.engine INFO: Epoch: [7] [35000/54024] learning_rate: 0.000100 loss_class: 0.784861 loss_bbox: 0.135979 loss_giou: 0.576783 loss_class_aux: 2.477104 loss_bbox_aux: 0.464351 loss_giou_aux: 1.856907 loss_class_dn: 0.379949 loss_bbox_dn: 0.142174 loss_giou_dn: 0.471305 loss_class_aux_dn: 0.843969 loss_bbox_aux_dn: 0.367152 loss_giou_aux_dn: 1.125280 loss: 9.691600 eta: 27 days, 18:22:41 batch_cost: 0.6284 data_cost: 0.0067 ips: 12.7307 images/s
[08/18 23:38:17] ppdet.engine INFO: Epoch: [7] [35200/54024] learning_rate: 0.000100 loss_class: 0.737703 loss_bbox: 0.135996 loss_giou: 0.527960 loss_class_aux: 2.334686 loss_bbox_aux: 0.455472 loss_giou_aux: 1.710434 loss_class_dn: 0.371849 loss_bbox_dn: 0.143517 loss_giou_dn: 0.432991 loss_class_aux_dn: 0.837139 loss_bbox_aux_dn: 0.372291 loss_giou_aux_dn: 1.045494 loss: 9.318282 eta: 27 days, 18:16:11 batch_cost: 0.5791 data_cost: 0.0272 ips: 13.8135 images/s
[08/18 23:40:33] ppdet.engine INFO: Epoch: [7] [35400/54024] learning_rate: 0.000100 loss_class: 0.748416 loss_bbox: 0.136927 loss_giou: 0.552589 loss_class_aux: 2.325451 loss_bbox_aux: 0.461521 loss_giou_aux: 1.765438 loss_class_dn: 0.366644 loss_bbox_dn: 0.142829 loss_giou_dn: 0.432915 loss_class_aux_dn: 0.817128 loss_bbox_aux_dn: 0.374598 loss_giou_aux_dn: 1.038704 loss: 9.259853 eta: 27 days, 18:12:13 batch_cost: 0.6461 data_cost: 0.0055 ips: 12.3819 images/s
[08/18 23:42:49] ppdet.engine INFO: Epoch: [7] [35600/54024] learning_rate: 0.000100 loss_class: 0.756971 loss_bbox: 0.130689 loss_giou: 0.523526 loss_class_aux: 2.389301 loss_bbox_aux: 0.439404 loss_giou_aux: 1.690300 loss_class_dn: 0.361158 loss_bbox_dn: 0.137086 loss_giou_dn: 0.432218 loss_class_aux_dn: 0.812690 loss_bbox_aux_dn: 0.367303 loss_giou_aux_dn: 1.033643 loss: 9.178309 eta: 27 days, 18:08:05 batch_cost: 0.6414 data_cost: 0.0044 ips: 12.4736 images/s
[08/18 23:45:16] ppdet.engine INFO: Epoch: [7] [35800/54024] learning_rate: 0.000100 loss_class: 0.746889 loss_bbox: 0.139234 loss_giou: 0.569198 loss_class_aux: 2.357914 loss_bbox_aux: 0.463221 loss_giou_aux: 1.788547 loss_class_dn: 0.376035 loss_bbox_dn: 0.135256 loss_giou_dn: 0.458531 loss_class_aux_dn: 0.835068 loss_bbox_aux_dn: 0.351229 loss_giou_aux_dn: 1.081563 loss: 9.324575 eta: 27 days, 18:05:57 batch_cost: 0.6946 data_cost: 0.0068 ips: 11.5171 images/s
[08/18 23:47:41] ppdet.engine INFO: Epoch: [7] [36000/54024] learning_rate: 0.000100 loss_class: 0.744925 loss_bbox: 0.134296 loss_giou: 0.567163 loss_class_aux: 2.360649 loss_bbox_aux: 0.458210 loss_giou_aux: 1.794997 loss_class_dn: 0.368526 loss_bbox_dn: 0.142551 loss_giou_dn: 0.445447 loss_class_aux_dn: 0.827710 loss_bbox_aux_dn: 0.362811 loss_giou_aux_dn: 1.065395 loss: 9.343486 eta: 27 days, 18:03:40 batch_cost: 0.6902 data_cost: 0.0207 ips: 11.5905 images/s
[08/18 23:49:43] ppdet.engine INFO: Epoch: [7] [36200/54024] learning_rate: 0.000100 loss_class: 0.759771 loss_bbox: 0.135042 loss_giou: 0.574645 loss_class_aux: 2.365884 loss_bbox_aux: 0.452829 loss_giou_aux: 1.828301 loss_class_dn: 0.372695 loss_bbox_dn: 0.129437 loss_giou_dn: 0.450419 loss_class_aux_dn: 0.829895 loss_bbox_aux_dn: 0.337347 loss_giou_aux_dn: 1.074613 loss: 9.212264 eta: 27 days, 17:56:56 batch_cost: 0.5726 data_cost: 0.0099 ips: 13.9703 images/s
[08/18 23:52:22] ppdet.engine INFO: Epoch: [7] [36400/54024] learning_rate: 0.000100 loss_class: 0.764101 loss_bbox: 0.138072 loss_giou: 0.555209 loss_class_aux: 2.378361 loss_bbox_aux: 0.473190 loss_giou_aux: 1.764810 loss_class_dn: 0.378551 loss_bbox_dn: 0.142893 loss_giou_dn: 0.462924 loss_class_aux_dn: 0.852140 loss_bbox_aux_dn: 0.372243 loss_giou_aux_dn: 1.119318 loss: 9.581226 eta: 27 days, 17:57:21 batch_cost: 0.7617 data_cost: 0.0530 ips: 10.5033 images/s
[08/18 23:54:21] ppdet.engine INFO: Epoch: [7] [36600/54024] learning_rate: 0.000100 loss_class: 0.718262 loss_bbox: 0.135970 loss_giou: 0.526720 loss_class_aux: 2.264035 loss_bbox_aux: 0.456191 loss_giou_aux: 1.684630 loss_class_dn: 0.359977 loss_bbox_dn: 0.137303 loss_giou_dn: 0.438610 loss_class_aux_dn: 0.792565 loss_bbox_aux_dn: 0.361005 loss_giou_aux_dn: 1.048744 loss: 9.258943 eta: 27 days, 17:50:00 batch_cost: 0.5561 data_cost: 0.0348 ips: 14.3852 images/s
[08/18 23:56:32] ppdet.engine INFO: Epoch: [7] [36800/54024] learning_rate: 0.000100 loss_class: 0.765369 loss_bbox: 0.136633 loss_giou: 0.574129 loss_class_aux: 2.371830 loss_bbox_aux: 0.455128 loss_giou_aux: 1.810713 loss_class_dn: 0.379688 loss_bbox_dn: 0.134276 loss_giou_dn: 0.454882 loss_class_aux_dn: 0.854952 loss_bbox_aux_dn: 0.352818 loss_giou_aux_dn: 1.078542 loss: 9.598388 eta: 27 days, 17:44:57 batch_cost: 0.6168 data_cost: 0.0085 ips: 12.9709 images/s
[08/18 23:58:49] ppdet.engine INFO: Epoch: [7] [37000/54024] learning_rate: 0.000100 loss_class: 0.752903 loss_bbox: 0.137673 loss_giou: 0.567776 loss_class_aux: 2.362961 loss_bbox_aux: 0.458397 loss_giou_aux: 1.780024 loss_class_dn: 0.376386 loss_bbox_dn: 0.140718 loss_giou_dn: 0.458848 loss_class_aux_dn: 0.845378 loss_bbox_aux_dn: 0.357752 loss_giou_aux_dn: 1.074660 loss: 9.258855 eta: 27 days, 17:41:03 batch_cost: 0.6473 data_cost: 0.1052 ips: 12.3593 images/s
[08/19 00:00:59] ppdet.engine INFO: Epoch: [7] [37200/54024] learning_rate: 0.000100 loss_class: 0.769236 loss_bbox: 0.137859 loss_giou: 0.569589 loss_class_aux: 2.417428 loss_bbox_aux: 0.471743 loss_giou_aux: 1.818201 loss_class_dn: 0.388907 loss_bbox_dn: 0.132574 loss_giou_dn: 0.468526 loss_class_aux_dn: 0.855825 loss_bbox_aux_dn: 0.347800 loss_giou_aux_dn: 1.113045 loss: 9.814449 eta: 27 days, 17:35:47 batch_cost: 0.6113 data_cost: 0.0635 ips: 13.0877 images/s
[08/19 00:03:01] ppdet.engine INFO: Epoch: [7] [37400/54024] learning_rate: 0.000100 loss_class: 0.763994 loss_bbox: 0.131225 loss_giou: 0.551816 loss_class_aux: 2.366854 loss_bbox_aux: 0.439261 loss_giou_aux: 1.774033 loss_class_dn: 0.366986 loss_bbox_dn: 0.134123 loss_giou_dn: 0.450295 loss_class_aux_dn: 0.812328 loss_bbox_aux_dn: 0.347142 loss_giou_aux_dn: 1.075135 loss: 9.241419 eta: 27 days, 17:29:10 batch_cost: 0.5749 data_cost: 0.0008 ips: 13.9165 images/s
[08/19 00:05:12] ppdet.engine INFO: Epoch: [7] [37600/54024] learning_rate: 0.000100 loss_class: 0.748216 loss_bbox: 0.138787 loss_giou: 0.557813 loss_class_aux: 2.305168 loss_bbox_aux: 0.465476 loss_giou_aux: 1.782786 loss_class_dn: 0.379896 loss_bbox_dn: 0.134327 loss_giou_dn: 0.447755 loss_class_aux_dn: 0.847943 loss_bbox_aux_dn: 0.344640 loss_giou_aux_dn: 1.066798 loss: 9.211442 eta: 27 days, 17:24:10 batch_cost: 0.6179 data_cost: 0.0100 ips: 12.9479 images/s
[08/19 00:07:17] ppdet.engine INFO: Epoch: [7] [37800/54024] learning_rate: 0.000100 loss_class: 0.751094 loss_bbox: 0.139901 loss_giou: 0.530975 loss_class_aux: 2.329254 loss_bbox_aux: 0.464060 loss_giou_aux: 1.697895 loss_class_dn: 0.374026 loss_bbox_dn: 0.141536 loss_giou_dn: 0.448043 loss_class_aux_dn: 0.835412 loss_bbox_aux_dn: 0.372684 loss_giou_aux_dn: 1.087331 loss: 9.437362 eta: 27 days, 17:17:57 batch_cost: 0.5854 data_cost: 0.0060 ips: 13.6654 images/s
[08/19 00:09:54] ppdet.engine INFO: Epoch: [7] [38000/54024] learning_rate: 0.000100 loss_class: 0.770398 loss_bbox: 0.136317 loss_giou: 0.545498 loss_class_aux: 2.417370 loss_bbox_aux: 0.461716 loss_giou_aux: 1.745999 loss_class_dn: 0.381143 loss_bbox_dn: 0.139647 loss_giou_dn: 0.452876 loss_class_aux_dn: 0.861055 loss_bbox_aux_dn: 0.366368 loss_giou_aux_dn: 1.082423 loss: 9.614251 eta: 27 days, 17:17:58 batch_cost: 0.7509 data_cost: 0.0439 ips: 10.6535 images/s
[08/19 00:12:16] ppdet.engine INFO: Epoch: [7] [38200/54024] learning_rate: 0.000100 loss_class: 0.787140 loss_bbox: 0.136582 loss_giou: 0.587030 loss_class_aux: 2.460091 loss_bbox_aux: 0.463912 loss_giou_aux: 1.878529 loss_class_dn: 0.394738 loss_bbox_dn: 0.131209 loss_giou_dn: 0.483181 loss_class_aux_dn: 0.870011 loss_bbox_aux_dn: 0.350761 loss_giou_aux_dn: 1.161063 loss: 9.934089 eta: 27 days, 17:15:06 batch_cost: 0.6743 data_cost: 0.0493 ips: 11.8648 images/s
[08/19 00:14:34] ppdet.engine INFO: Epoch: [7] [38400/54024] learning_rate: 0.000100 loss_class: 0.752530 loss_bbox: 0.132058 loss_giou: 0.536696 loss_class_aux: 2.333307 loss_bbox_aux: 0.441915 loss_giou_aux: 1.743063 loss_class_dn: 0.373865 loss_bbox_dn: 0.133768 loss_giou_dn: 0.440947 loss_class_aux_dn: 0.833703 loss_bbox_aux_dn: 0.347793 loss_giou_aux_dn: 1.068409 loss: 9.448332 eta: 27 days, 17:11:19 batch_cost: 0.6504 data_cost: 0.0317 ips: 12.3008 images/s
[08/19 00:16:52] ppdet.engine INFO: Epoch: [7] [38600/54024] learning_rate: 0.000100 loss_class: 0.776026 loss_bbox: 0.142400 loss_giou: 0.592878 loss_class_aux: 2.432314 loss_bbox_aux: 0.475908 loss_giou_aux: 1.885161 loss_class_dn: 0.380002 loss_bbox_dn: 0.137596 loss_giou_dn: 0.471160 loss_class_aux_dn: 0.854736 loss_bbox_aux_dn: 0.364287 loss_giou_aux_dn: 1.127641 loss: 9.833484 eta: 27 days, 17:07:42 batch_cost: 0.6543 data_cost: 0.0134 ips: 12.2277 images/s
[08/19 00:18:56] ppdet.engine INFO: Epoch: [7] [38800/54024] learning_rate: 0.000100 loss_class: 0.758459 loss_bbox: 0.138711 loss_giou: 0.558932 loss_class_aux: 2.355130 loss_bbox_aux: 0.464545 loss_giou_aux: 1.765762 loss_class_dn: 0.384189 loss_bbox_dn: 0.137598 loss_giou_dn: 0.462308 loss_class_aux_dn: 0.853478 loss_bbox_aux_dn: 0.361229 loss_giou_aux_dn: 1.101912 loss: 9.510644 eta: 27 days, 17:01:15 batch_cost: 0.5787 data_cost: 0.0008 ips: 13.8245 images/s
[08/19 00:21:14] ppdet.engine INFO: Epoch: [7] [39000/54024] learning_rate: 0.000100 loss_class: 0.745325 loss_bbox: 0.139439 loss_giou: 0.575994 loss_class_aux: 2.348187 loss_bbox_aux: 0.459525 loss_giou_aux: 1.847228 loss_class_dn: 0.372610 loss_bbox_dn: 0.138247 loss_giou_dn: 0.464158 loss_class_aux_dn: 0.831702 loss_bbox_aux_dn: 0.362062 loss_giou_aux_dn: 1.111663 loss: 9.489434 eta: 27 days, 16:57:36 batch_cost: 0.6533 data_cost: 0.0164 ips: 12.2450 images/s
[08/19 00:23:16] ppdet.engine INFO: Epoch: [7] [39200/54024] learning_rate: 0.000100 loss_class: 0.748105 loss_bbox: 0.138954 loss_giou: 0.561215 loss_class_aux: 2.359712 loss_bbox_aux: 0.459438 loss_giou_aux: 1.807787 loss_class_dn: 0.378737 loss_bbox_dn: 0.141186 loss_giou_dn: 0.455128 loss_class_aux_dn: 0.846978 loss_bbox_aux_dn: 0.371981 loss_giou_aux_dn: 1.072885 loss: 9.600120 eta: 27 days, 16:50:55 batch_cost: 0.5721 data_cost: 0.0227 ips: 13.9845 images/s
[08/19 00:25:28] ppdet.engine INFO: Epoch: [7] [39400/54024] learning_rate: 0.000100 loss_class: 0.779261 loss_bbox: 0.144244 loss_giou: 0.567430 loss_class_aux: 2.426530 loss_bbox_aux: 0.485155 loss_giou_aux: 1.808169 loss_class_dn: 0.389400 loss_bbox_dn: 0.142121 loss_giou_dn: 0.468709 loss_class_aux_dn: 0.859892 loss_bbox_aux_dn: 0.367387 loss_giou_aux_dn: 1.097167 loss: 9.660447 eta: 27 days, 16:46:08 batch_cost: 0.6229 data_cost: 0.0214 ips: 12.8432 images/s
[08/19 00:27:48] ppdet.engine INFO: Epoch: [7] [39600/54024] learning_rate: 0.000100 loss_class: 0.736698 loss_bbox: 0.136384 loss_giou: 0.522110 loss_class_aux: 2.311751 loss_bbox_aux: 0.461072 loss_giou_aux: 1.657149 loss_class_dn: 0.373752 loss_bbox_dn: 0.132531 loss_giou_dn: 0.437174 loss_class_aux_dn: 0.825916 loss_bbox_aux_dn: 0.351217 loss_giou_aux_dn: 1.048723 loss: 9.274286 eta: 27 days, 16:42:48 batch_cost: 0.6615 data_cost: 0.0677 ips: 12.0936 images/s
[08/19 00:29:58] ppdet.engine INFO: Epoch: [7] [39800/54024] learning_rate: 0.000100 loss_class: 0.775391 loss_bbox: 0.133886 loss_giou: 0.539097 loss_class_aux: 2.392313 loss_bbox_aux: 0.446793 loss_giou_aux: 1.703907 loss_class_dn: 0.370630 loss_bbox_dn: 0.136638 loss_giou_dn: 0.448464 loss_class_aux_dn: 0.830171 loss_bbox_aux_dn: 0.357492 loss_giou_aux_dn: 1.060473 loss: 9.456712 eta: 27 days, 16:37:37 batch_cost: 0.6116 data_cost: 0.0078 ips: 13.0796 images/s
[08/19 00:32:05] ppdet.engine INFO: Epoch: [7] [40000/54024] learning_rate: 0.000100 loss_class: 0.748467 loss_bbox: 0.130667 loss_giou: 0.586391 loss_class_aux: 2.329263 loss_bbox_aux: 0.439581 loss_giou_aux: 1.857347 loss_class_dn: 0.370171 loss_bbox_dn: 0.131871 loss_giou_dn: 0.469718 loss_class_aux_dn: 0.817490 loss_bbox_aux_dn: 0.347135 loss_giou_aux_dn: 1.107773 loss: 9.397960 eta: 27 days, 16:31:55 batch_cost: 0.5979 data_cost: 0.0009 ips: 13.3791 images/s
[08/19 00:34:26] ppdet.engine INFO: Epoch: [7] [40200/54024] learning_rate: 0.000100 loss_class: 0.755648 loss_bbox: 0.139382 loss_giou: 0.554743 loss_class_aux: 2.380604 loss_bbox_aux: 0.466044 loss_giou_aux: 1.767093 loss_class_dn: 0.373832 loss_bbox_dn: 0.141831 loss_giou_dn: 0.450898 loss_class_aux_dn: 0.833074 loss_bbox_aux_dn: 0.367603 loss_giou_aux_dn: 1.092038 loss: 9.527568 eta: 27 days, 16:28:50 batch_cost: 0.6680 data_cost: 0.0135 ips: 11.9763 images/s
[08/19 00:36:48] ppdet.engine INFO: Epoch: [7] [40400/54024] learning_rate: 0.000100 loss_class: 0.774164 loss_bbox: 0.136887 loss_giou: 0.561464 loss_class_aux: 2.441640 loss_bbox_aux: 0.453183 loss_giou_aux: 1.806238 loss_class_dn: 0.387877 loss_bbox_dn: 0.134834 loss_giou_dn: 0.464061 loss_class_aux_dn: 0.873778 loss_bbox_aux_dn: 0.351149 loss_giou_aux_dn: 1.107955 loss: 9.577333 eta: 27 days, 16:25:50 batch_cost: 0.6703 data_cost: 0.0762 ips: 11.9345 images/s
[08/19 00:39:11] ppdet.engine INFO: Epoch: [7] [40600/54024] learning_rate: 0.000100 loss_class: 0.789309 loss_bbox: 0.137837 loss_giou: 0.597235 loss_class_aux: 2.473135 loss_bbox_aux: 0.463299 loss_giou_aux: 1.908497 loss_class_dn: 0.388811 loss_bbox_dn: 0.132155 loss_giou_dn: 0.480787 loss_class_aux_dn: 0.849891 loss_bbox_aux_dn: 0.348797 loss_giou_aux_dn: 1.142788 loss: 9.900359 eta: 27 days, 16:23:06 batch_cost: 0.6775 data_cost: 0.0733 ips: 11.8087 images/s
[08/19 00:41:20] ppdet.engine INFO: Epoch: [7] [40800/54024] learning_rate: 0.000100 loss_class: 0.761952 loss_bbox: 0.136862 loss_giou: 0.553289 loss_class_aux: 2.385352 loss_bbox_aux: 0.458420 loss_giou_aux: 1.748065 loss_class_dn: 0.383209 loss_bbox_dn: 0.136961 loss_giou_dn: 0.446020 loss_class_aux_dn: 0.856243 loss_bbox_aux_dn: 0.360214 loss_giou_aux_dn: 1.079449 loss: 9.532378 eta: 27 days, 16:17:41 batch_cost: 0.6054 data_cost: 0.0142 ips: 13.2155 images/s
[08/19 00:43:44] ppdet.engine INFO: Epoch: [7] [41000/54024] learning_rate: 0.000100 loss_class: 0.768734 loss_bbox: 0.139128 loss_giou: 0.578069 loss_class_aux: 2.414080 loss_bbox_aux: 0.459099 loss_giou_aux: 1.858806 loss_class_dn: 0.380757 loss_bbox_dn: 0.133599 loss_giou_dn: 0.460438 loss_class_aux_dn: 0.849828 loss_bbox_aux_dn: 0.351665 loss_giou_aux_dn: 1.109665 loss: 9.593269 eta: 27 days, 16:15:15 batch_cost: 0.6853 data_cost: 0.1075 ips: 11.6745 images/s
[08/19 00:46:06] ppdet.engine INFO: Epoch: [7] [41200/54024] learning_rate: 0.000100 loss_class: 0.760961 loss_bbox: 0.137608 loss_giou: 0.564273 loss_class_aux: 2.390730 loss_bbox_aux: 0.458482 loss_giou_aux: 1.818388 loss_class_dn: 0.371454 loss_bbox_dn: 0.133973 loss_giou_dn: 0.450451 loss_class_aux_dn: 0.836407 loss_bbox_aux_dn: 0.353058 loss_giou_aux_dn: 1.069934 loss: 9.505661 eta: 27 days, 16:12:13 batch_cost: 0.6693 data_cost: 0.0653 ips: 11.9522 images/s
[08/19 00:48:17] ppdet.engine INFO: Epoch: [7] [41400/54024] learning_rate: 0.000100 loss_class: 0.740749 loss_bbox: 0.136706 loss_giou: 0.583245 loss_class_aux: 2.330823 loss_bbox_aux: 0.450318 loss_giou_aux: 1.860608 loss_class_dn: 0.373122 loss_bbox_dn: 0.136019 loss_giou_dn: 0.464088 loss_class_aux_dn: 0.836620 loss_bbox_aux_dn: 0.352351 loss_giou_aux_dn: 1.105108 loss: 9.637882 eta: 27 days, 16:07:23 batch_cost: 0.6207 data_cost: 0.0116 ips: 12.8884 images/s
[08/19 00:51:11] ppdet.engine INFO: Epoch: [7] [41600/54024] learning_rate: 0.000100 loss_class: 0.757569 loss_bbox: 0.144092 loss_giou: 0.559782 loss_class_aux: 2.307093 loss_bbox_aux: 0.488433 loss_giou_aux: 1.764753 loss_class_dn: 0.370510 loss_bbox_dn: 0.143976 loss_giou_dn: 0.454852 loss_class_aux_dn: 0.820762 loss_bbox_aux_dn: 0.369200 loss_giou_aux_dn: 1.082563 loss: 9.396471 eta: 27 days, 16:10:24 batch_cost: 0.8318 data_cost: 0.0021 ips: 9.6173 images/s
[08/19 00:53:23] ppdet.engine INFO: Epoch: [7] [41800/54024] learning_rate: 0.000100 loss_class: 0.737345 loss_bbox: 0.138738 loss_giou: 0.597016 loss_class_aux: 2.346248 loss_bbox_aux: 0.458801 loss_giou_aux: 1.896307 loss_class_dn: 0.379878 loss_bbox_dn: 0.133897 loss_giou_dn: 0.475775 loss_class_aux_dn: 0.845459 loss_bbox_aux_dn: 0.346162 loss_giou_aux_dn: 1.137493 loss: 9.686018 eta: 27 days, 16:05:34 batch_cost: 0.6208 data_cost: 0.0233 ips: 12.8866 images/s
[08/19 00:55:28] ppdet.engine INFO: Epoch: [7] [42000/54024] learning_rate: 0.000100 loss_class: 0.769358 loss_bbox: 0.135225 loss_giou: 0.558306 loss_class_aux: 2.395537 loss_bbox_aux: 0.452376 loss_giou_aux: 1.796777 loss_class_dn: 0.381249 loss_bbox_dn: 0.134423 loss_giou_dn: 0.454377 loss_class_aux_dn: 0.850279 loss_bbox_aux_dn: 0.344849 loss_giou_aux_dn: 1.092294 loss: 9.516140 eta: 27 days, 15:59:30 batch_cost: 0.5876 data_cost: 0.0056 ips: 13.6153 images/s
[08/19 00:57:47] ppdet.engine INFO: Epoch: [7] [42200/54024] learning_rate: 0.000100 loss_class: 0.794952 loss_bbox: 0.140113 loss_giou: 0.589786 loss_class_aux: 2.499732 loss_bbox_aux: 0.471202 loss_giou_aux: 1.889840 loss_class_dn: 0.392336 loss_bbox_dn: 0.142782 loss_giou_dn: 0.473602 loss_class_aux_dn: 0.872020 loss_bbox_aux_dn: 0.371623 loss_giou_aux_dn: 1.142337 loss: 9.747994 eta: 27 days, 15:56:06 batch_cost: 0.6591 data_cost: 0.0381 ips: 12.1369 images/s
[08/19 00:59:59] ppdet.engine INFO: Epoch: [7] [42400/54024] learning_rate: 0.000100 loss_class: 0.758569 loss_bbox: 0.136408 loss_giou: 0.593818 loss_class_aux: 2.395874 loss_bbox_aux: 0.448583 loss_giou_aux: 1.850969 loss_class_dn: 0.388064 loss_bbox_dn: 0.138730 loss_giou_dn: 0.471599 loss_class_aux_dn: 0.862412 loss_bbox_aux_dn: 0.370890 loss_giou_aux_dn: 1.119841 loss: 9.634151 eta: 27 days, 15:51:27 batch_cost: 0.6251 data_cost: 0.0385 ips: 12.7989 images/s
[08/19 01:02:17] ppdet.engine INFO: Epoch: [7] [42600/54024] learning_rate: 0.000100 loss_class: 0.774191 loss_bbox: 0.135779 loss_giou: 0.576981 loss_class_aux: 2.422714 loss_bbox_aux: 0.457139 loss_giou_aux: 1.841331 loss_class_dn: 0.376179 loss_bbox_dn: 0.140550 loss_giou_dn: 0.463179 loss_class_aux_dn: 0.853314 loss_bbox_aux_dn: 0.370198 loss_giou_aux_dn: 1.107345 loss: 9.579578 eta: 27 days, 15:47:43 batch_cost: 0.6499 data_cost: 0.0010 ips: 12.3102 images/s
[08/19 01:04:40] ppdet.engine INFO: Epoch: [7] [42800/54024] learning_rate: 0.000100 loss_class: 0.760021 loss_bbox: 0.135480 loss_giou: 0.559309 loss_class_aux: 2.347848 loss_bbox_aux: 0.460043 loss_giou_aux: 1.759342 loss_class_dn: 0.368548 loss_bbox_dn: 0.135502 loss_giou_dn: 0.444806 loss_class_aux_dn: 0.819316 loss_bbox_aux_dn: 0.359315 loss_giou_aux_dn: 1.068722 loss: 9.240248 eta: 27 days, 15:44:58 batch_cost: 0.6767 data_cost: 0.0008 ips: 11.8222 images/s
[08/19 01:06:56] ppdet.engine INFO: Epoch: [7] [43000/54024] learning_rate: 0.000100 loss_class: 0.767368 loss_bbox: 0.136578 loss_giou: 0.597598 loss_class_aux: 2.413345 loss_bbox_aux: 0.458887 loss_giou_aux: 1.873746 loss_class_dn: 0.383942 loss_bbox_dn: 0.130738 loss_giou_dn: 0.461972 loss_class_aux_dn: 0.860262 loss_bbox_aux_dn: 0.345929 loss_giou_aux_dn: 1.126855 loss: 9.652840 eta: 27 days, 15:41:01 batch_cost: 0.6444 data_cost: 0.0873 ips: 12.4149 images/s
[08/19 01:09:18] ppdet.engine INFO: Epoch: [7] [43200/54024] learning_rate: 0.000100 loss_class: 0.751897 loss_bbox: 0.136763 loss_giou: 0.542561 loss_class_aux: 2.341823 loss_bbox_aux: 0.458452 loss_giou_aux: 1.734882 loss_class_dn: 0.367716 loss_bbox_dn: 0.144449 loss_giou_dn: 0.447529 loss_class_aux_dn: 0.817513 loss_bbox_aux_dn: 0.368473 loss_giou_aux_dn: 1.069097 loss: 9.273712 eta: 27 days, 15:38:14 batch_cost: 0.6752 data_cost: 0.0281 ips: 11.8476 images/s
[08/19 01:11:25] ppdet.engine INFO: Epoch: [7] [43400/54024] learning_rate: 0.000100 loss_class: 0.748663 loss_bbox: 0.131676 loss_giou: 0.571129 loss_class_aux: 2.369835 loss_bbox_aux: 0.437682 loss_giou_aux: 1.801369 loss_class_dn: 0.378414 loss_bbox_dn: 0.133680 loss_giou_dn: 0.455376 loss_class_aux_dn: 0.846574 loss_bbox_aux_dn: 0.346569 loss_giou_aux_dn: 1.092422 loss: 9.482670 eta: 27 days, 15:32:30 batch_cost: 0.5956 data_cost: 0.0171 ips: 13.4317 images/s
[08/19 01:13:39] ppdet.engine INFO: Epoch: [7] [43600/54024] learning_rate: 0.000100 loss_class: 0.783324 loss_bbox: 0.141209 loss_giou: 0.603506 loss_class_aux: 2.459420 loss_bbox_aux: 0.466659 loss_giou_aux: 1.910949 loss_class_dn: 0.395939 loss_bbox_dn: 0.141428 loss_giou_dn: 0.492333 loss_class_aux_dn: 0.883701 loss_bbox_aux_dn: 0.369665 loss_giou_aux_dn: 1.173398 loss: 9.861217 eta: 27 days, 15:28:09 batch_cost: 0.6334 data_cost: 0.0426 ips: 12.6304 images/s
[08/19 01:16:16] ppdet.engine INFO: Epoch: [7] [43800/54024] learning_rate: 0.000100 loss_class: 0.758303 loss_bbox: 0.139054 loss_giou: 0.559988 loss_class_aux: 2.384481 loss_bbox_aux: 0.464196 loss_giou_aux: 1.796088 loss_class_dn: 0.383791 loss_bbox_dn: 0.139125 loss_giou_dn: 0.457619 loss_class_aux_dn: 0.857159 loss_bbox_aux_dn: 0.360267 loss_giou_aux_dn: 1.113589 loss: 9.590484 eta: 27 days, 15:27:59 batch_cost: 0.7464 data_cost: 0.1002 ips: 10.7182 images/s
[08/19 01:18:36] ppdet.engine INFO: Epoch: [7] [44000/54024] learning_rate: 0.000100 loss_class: 0.772800 loss_bbox: 0.135415 loss_giou: 0.571604 loss_class_aux: 2.408064 loss_bbox_aux: 0.446736 loss_giou_aux: 1.800463 loss_class_dn: 0.378886 loss_bbox_dn: 0.134276 loss_giou_dn: 0.464328 loss_class_aux_dn: 0.847088 loss_bbox_aux_dn: 0.346330 loss_giou_aux_dn: 1.102729 loss: 9.606288 eta: 27 days, 15:24:48 batch_cost: 0.6648 data_cost: 0.0206 ips: 12.0332 images/s
[08/19 01:21:26] ppdet.engine INFO: Epoch: [7] [44200/54024] learning_rate: 0.000100 loss_class: 0.752583 loss_bbox: 0.139566 loss_giou: 0.544341 loss_class_aux: 2.382577 loss_bbox_aux: 0.466820 loss_giou_aux: 1.753016 loss_class_dn: 0.374318 loss_bbox_dn: 0.140507 loss_giou_dn: 0.440261 loss_class_aux_dn: 0.839241 loss_bbox_aux_dn: 0.362106 loss_giou_aux_dn: 1.047913 loss: 9.265479 eta: 27 days, 15:27:05 batch_cost: 0.8129 data_cost: 0.0329 ips: 9.8414 images/s
[08/19 01:23:38] ppdet.engine INFO: Epoch: [7] [44400/54024] learning_rate: 0.000100 loss_class: 0.766001 loss_bbox: 0.138294 loss_giou: 0.582380 loss_class_aux: 2.392938 loss_bbox_aux: 0.478135 loss_giou_aux: 1.825521 loss_class_dn: 0.391382 loss_bbox_dn: 0.135604 loss_giou_dn: 0.464973 loss_class_aux_dn: 0.858401 loss_bbox_aux_dn: 0.358822 loss_giou_aux_dn: 1.111666 loss: 9.848093 eta: 27 days, 15:22:25 batch_cost: 0.6244 data_cost: 0.0691 ips: 12.8124 images/s
[08/19 01:26:12] ppdet.engine INFO: Epoch: [7] [44600/54024] learning_rate: 0.000100 loss_class: 0.745503 loss_bbox: 0.134184 loss_giou: 0.578847 loss_class_aux: 2.313436 loss_bbox_aux: 0.450065 loss_giou_aux: 1.847076 loss_class_dn: 0.371741 loss_bbox_dn: 0.137599 loss_giou_dn: 0.463474 loss_class_aux_dn: 0.830103 loss_bbox_aux_dn: 0.353626 loss_giou_aux_dn: 1.109065 loss: 9.505959 eta: 27 days, 15:21:44 batch_cost: 0.7330 data_cost: 0.0008 ips: 10.9145 images/s
[08/19 01:28:29] ppdet.engine INFO: Epoch: [7] [44800/54024] learning_rate: 0.000100 loss_class: 0.793192 loss_bbox: 0.143744 loss_giou: 0.575320 loss_class_aux: 2.481010 loss_bbox_aux: 0.475561 loss_giou_aux: 1.802035 loss_class_dn: 0.385578 loss_bbox_dn: 0.143975 loss_giou_dn: 0.456298 loss_class_aux_dn: 0.862044 loss_bbox_aux_dn: 0.372684 loss_giou_aux_dn: 1.102921 loss: 9.605656 eta: 27 days, 15:17:52 batch_cost: 0.6457 data_cost: 0.0188 ips: 12.3906 images/s
[08/19 01:30:55] ppdet.engine INFO: Epoch: [7] [45000/54024] learning_rate: 0.000100 loss_class: 0.756837 loss_bbox: 0.141457 loss_giou: 0.592985 loss_class_aux: 2.380019 loss_bbox_aux: 0.470234 loss_giou_aux: 1.905414 loss_class_dn: 0.387466 loss_bbox_dn: 0.144268 loss_giou_dn: 0.482115 loss_class_aux_dn: 0.864465 loss_bbox_aux_dn: 0.372543 loss_giou_aux_dn: 1.144360 loss: 9.606766 eta: 27 days, 15:15:43 batch_cost: 0.6928 data_cost: 0.0649 ips: 11.5465 images/s
[08/19 01:33:15] ppdet.engine INFO: Epoch: [7] [45200/54024] learning_rate: 0.000100 loss_class: 0.797248 loss_bbox: 0.137506 loss_giou: 0.576960 loss_class_aux: 2.476798 loss_bbox_aux: 0.461086 loss_giou_aux: 1.854314 loss_class_dn: 0.396388 loss_bbox_dn: 0.137794 loss_giou_dn: 0.471770 loss_class_aux_dn: 0.879914 loss_bbox_aux_dn: 0.361496 loss_giou_aux_dn: 1.120813 loss: 9.746937 eta: 27 days, 15:12:23 batch_cost: 0.6607 data_cost: 0.0010 ips: 12.1088 images/s
[08/19 01:35:30] ppdet.engine INFO: Epoch: [7] [45400/54024] learning_rate: 0.000100 loss_class: 0.770393 loss_bbox: 0.138697 loss_giou: 0.556705 loss_class_aux: 2.416042 loss_bbox_aux: 0.467571 loss_giou_aux: 1.800942 loss_class_dn: 0.389497 loss_bbox_dn: 0.137851 loss_giou_dn: 0.457906 loss_class_aux_dn: 0.859480 loss_bbox_aux_dn: 0.359227 loss_giou_aux_dn: 1.097349 loss: 9.800624 eta: 27 days, 15:08:21 batch_cost: 0.6415 data_cost: 0.0223 ips: 12.4707 images/s
[08/19 01:37:34] ppdet.engine INFO: Epoch: [7] [45600/54024] learning_rate: 0.000100 loss_class: 0.776875 loss_bbox: 0.142478 loss_giou: 0.583244 loss_class_aux: 2.424338 loss_bbox_aux: 0.463379 loss_giou_aux: 1.857989 loss_class_dn: 0.394962 loss_bbox_dn: 0.136824 loss_giou_dn: 0.476174 loss_class_aux_dn: 0.877565 loss_bbox_aux_dn: 0.361351 loss_giou_aux_dn: 1.136827 loss: 9.903557 eta: 27 days, 15:02:12 batch_cost: 0.5833 data_cost: 0.0289 ips: 13.7139 images/s
[08/19 01:39:40] ppdet.engine INFO: Epoch: [7] [45800/54024] learning_rate: 0.000100 loss_class: 0.760624 loss_bbox: 0.137972 loss_giou: 0.571509 loss_class_aux: 2.365492 loss_bbox_aux: 0.457447 loss_giou_aux: 1.803741 loss_class_dn: 0.377020 loss_bbox_dn: 0.139031 loss_giou_dn: 0.453702 loss_class_aux_dn: 0.845434 loss_bbox_aux_dn: 0.356847 loss_giou_aux_dn: 1.101038 loss: 9.326634 eta: 27 days, 14:56:30 batch_cost: 0.5953 data_cost: 0.0407 ips: 13.4384 images/s
[08/19 01:41:47] ppdet.engine INFO: Epoch: [7] [46000/54024] learning_rate: 0.000100 loss_class: 0.747503 loss_bbox: 0.138466 loss_giou: 0.573766 loss_class_aux: 2.365120 loss_bbox_aux: 0.462580 loss_giou_aux: 1.796163 loss_class_dn: 0.379845 loss_bbox_dn: 0.141119 loss_giou_dn: 0.440703 loss_class_aux_dn: 0.841200 loss_bbox_aux_dn: 0.374691 loss_giou_aux_dn: 1.066507 loss: 9.491201 eta: 27 days, 14:50:48 batch_cost: 0.5954 data_cost: 0.0194 ips: 13.4352 images/s
[08/19 01:44:10] ppdet.engine INFO: Epoch: [7] [46200/54024] learning_rate: 0.000100 loss_class: 0.762298 loss_bbox: 0.139703 loss_giou: 0.574529 loss_class_aux: 2.348133 loss_bbox_aux: 0.460805 loss_giou_aux: 1.844959 loss_class_dn: 0.383794 loss_bbox_dn: 0.140271 loss_giou_dn: 0.465168 loss_class_aux_dn: 0.855821 loss_bbox_aux_dn: 0.370281 loss_giou_aux_dn: 1.104374 loss: 9.679240 eta: 27 days, 14:48:08 batch_cost: 0.6783 data_cost: 0.0551 ips: 11.7934 images/s
[08/19 01:46:20] ppdet.engine INFO: Epoch: [7] [46400/54024] learning_rate: 0.000100 loss_class: 0.771440 loss_bbox: 0.133484 loss_giou: 0.564957 loss_class_aux: 2.406827 loss_bbox_aux: 0.454514 loss_giou_aux: 1.801093 loss_class_dn: 0.381191 loss_bbox_dn: 0.138900 loss_giou_dn: 0.447607 loss_class_aux_dn: 0.844472 loss_bbox_aux_dn: 0.367063 loss_giou_aux_dn: 1.081916 loss: 9.566245 eta: 27 days, 14:43:00 batch_cost: 0.6108 data_cost: 0.0203 ips: 13.0965 images/s
[08/19 01:48:29] ppdet.engine INFO: Epoch: [7] [46600/54024] learning_rate: 0.000100 loss_class: 0.761719 loss_bbox: 0.133041 loss_giou: 0.566833 loss_class_aux: 2.386561 loss_bbox_aux: 0.457170 loss_giou_aux: 1.813278 loss_class_dn: 0.375294 loss_bbox_dn: 0.133840 loss_giou_dn: 0.466886 loss_class_aux_dn: 0.827567 loss_bbox_aux_dn: 0.359957 loss_giou_aux_dn: 1.095319 loss: 9.582860 eta: 27 days, 14:37:47 batch_cost: 0.6086 data_cost: 0.0052 ips: 13.1450 images/s
[08/19 01:50:34] ppdet.engine INFO: Epoch: [7] [46800/54024] learning_rate: 0.000100 loss_class: 0.776271 loss_bbox: 0.132577 loss_giou: 0.559135 loss_class_aux: 2.472172 loss_bbox_aux: 0.449088 loss_giou_aux: 1.758609 loss_class_dn: 0.372554 loss_bbox_dn: 0.131412 loss_giou_dn: 0.438661 loss_class_aux_dn: 0.841872 loss_bbox_aux_dn: 0.346858 loss_giou_aux_dn: 1.078573 loss: 9.425935 eta: 27 days, 14:31:47 batch_cost: 0.5867 data_cost: 0.0047 ips: 13.6356 images/s
[08/19 01:52:48] ppdet.engine INFO: Epoch: [7] [47000/54024] learning_rate: 0.000100 loss_class: 0.767189 loss_bbox: 0.139847 loss_giou: 0.588219 loss_class_aux: 2.403884 loss_bbox_aux: 0.467261 loss_giou_aux: 1.859558 loss_class_dn: 0.382269 loss_bbox_dn: 0.144258 loss_giou_dn: 0.462361 loss_class_aux_dn: 0.844016 loss_bbox_aux_dn: 0.374788 loss_giou_aux_dn: 1.101912 loss: 9.746040 eta: 27 days, 14:27:34 batch_cost: 0.6355 data_cost: 0.0172 ips: 12.5890 images/s
[08/19 01:54:59] ppdet.engine INFO: Epoch: [7] [47200/54024] learning_rate: 0.000100 loss_class: 0.771330 loss_bbox: 0.135869 loss_giou: 0.587415 loss_class_aux: 2.398736 loss_bbox_aux: 0.465524 loss_giou_aux: 1.851530 loss_class_dn: 0.377126 loss_bbox_dn: 0.128256 loss_giou_dn: 0.466890 loss_class_aux_dn: 0.843251 loss_bbox_aux_dn: 0.339064 loss_giou_aux_dn: 1.110542 loss: 9.558642 eta: 27 days, 14:22:45 batch_cost: 0.6192 data_cost: 0.0213 ips: 12.9196 images/s
[08/19 01:57:29] ppdet.engine INFO: Epoch: [7] [47400/54024] learning_rate: 0.000100 loss_class: 0.746928 loss_bbox: 0.131234 loss_giou: 0.548681 loss_class_aux: 2.373235 loss_bbox_aux: 0.438104 loss_giou_aux: 1.723624 loss_class_dn: 0.374611 loss_bbox_dn: 0.133153 loss_giou_dn: 0.440747 loss_class_aux_dn: 0.834640 loss_bbox_aux_dn: 0.344552 loss_giou_aux_dn: 1.065084 loss: 9.312532 eta: 27 days, 14:21:20 batch_cost: 0.7123 data_cost: 0.0008 ips: 11.2309 images/s
[08/19 01:59:53] ppdet.engine INFO: Epoch: [7] [47600/54024] learning_rate: 0.000100 loss_class: 0.804650 loss_bbox: 0.133647 loss_giou: 0.571514 loss_class_aux: 2.528482 loss_bbox_aux: 0.452802 loss_giou_aux: 1.785713 loss_class_dn: 0.390992 loss_bbox_dn: 0.130322 loss_giou_dn: 0.466443 loss_class_aux_dn: 0.873338 loss_bbox_aux_dn: 0.351377 loss_giou_aux_dn: 1.112772 loss: 9.675982 eta: 27 days, 14:18:44 batch_cost: 0.6801 data_cost: 0.0370 ips: 11.7626 images/s
[08/19 02:02:14] ppdet.engine INFO: Epoch: [7] [47800/54024] learning_rate: 0.000100 loss_class: 0.756219 loss_bbox: 0.137320 loss_giou: 0.567952 loss_class_aux: 2.349834 loss_bbox_aux: 0.454611 loss_giou_aux: 1.807813 loss_class_dn: 0.383009 loss_bbox_dn: 0.136391 loss_giou_dn: 0.461208 loss_class_aux_dn: 0.858535 loss_bbox_aux_dn: 0.341324 loss_giou_aux_dn: 1.103988 loss: 9.530469 eta: 27 days, 14:15:43 batch_cost: 0.6683 data_cost: 0.0510 ips: 11.9712 images/s
[08/19 02:04:16] ppdet.engine INFO: Epoch: [7] [48000/54024] learning_rate: 0.000100 loss_class: 0.766524 loss_bbox: 0.135905 loss_giou: 0.561154 loss_class_aux: 2.408264 loss_bbox_aux: 0.455464 loss_giou_aux: 1.792578 loss_class_dn: 0.376864 loss_bbox_dn: 0.129450 loss_giou_dn: 0.454951 loss_class_aux_dn: 0.847783 loss_bbox_aux_dn: 0.344593 loss_giou_aux_dn: 1.080952 loss: 9.248081 eta: 27 days, 14:09:08 batch_cost: 0.5700 data_cost: 0.0029 ips: 14.0339 images/s
[08/19 02:06:33] ppdet.engine INFO: Epoch: [7] [48200/54024] learning_rate: 0.000100 loss_class: 0.762319 loss_bbox: 0.135230 loss_giou: 0.584089 loss_class_aux: 2.357164 loss_bbox_aux: 0.450053 loss_giou_aux: 1.865431 loss_class_dn: 0.371896 loss_bbox_dn: 0.132589 loss_giou_dn: 0.471694 loss_class_aux_dn: 0.836344 loss_bbox_aux_dn: 0.353970 loss_giou_aux_dn: 1.117832 loss: 9.578523 eta: 27 days, 14:05:25 batch_cost: 0.6491 data_cost: 0.0030 ips: 12.3239 images/s
[08/19 02:08:47] ppdet.engine INFO: Epoch: [7] [48400/54024] learning_rate: 0.000100 loss_class: 0.745305 loss_bbox: 0.128952 loss_giou: 0.581273 loss_class_aux: 2.348395 loss_bbox_aux: 0.443682 loss_giou_aux: 1.846046 loss_class_dn: 0.378319 loss_bbox_dn: 0.133600 loss_giou_dn: 0.464033 loss_class_aux_dn: 0.828385 loss_bbox_aux_dn: 0.343909 loss_giou_aux_dn: 1.105148 loss: 9.300407 eta: 27 days, 14:01:10 batch_cost: 0.6343 data_cost: 0.0289 ips: 12.6125 images/s
[08/19 02:11:02] ppdet.engine INFO: Epoch: [7] [48600/54024] learning_rate: 0.000100 loss_class: 0.753674 loss_bbox: 0.134676 loss_giou: 0.583451 loss_class_aux: 2.387791 loss_bbox_aux: 0.439700 loss_giou_aux: 1.824047 loss_class_dn: 0.389824 loss_bbox_dn: 0.130467 loss_giou_dn: 0.458676 loss_class_aux_dn: 0.867013 loss_bbox_aux_dn: 0.346762 loss_giou_aux_dn: 1.111528 loss: 9.706110 eta: 27 days, 13:56:58 batch_cost: 0.6356 data_cost: 0.0243 ips: 12.5866 images/s
[08/19 02:13:18] ppdet.engine INFO: Epoch: [7] [48800/54024] learning_rate: 0.000100 loss_class: 0.755970 loss_bbox: 0.132365 loss_giou: 0.531333 loss_class_aux: 2.359074 loss_bbox_aux: 0.455965 loss_giou_aux: 1.690758 loss_class_dn: 0.372058 loss_bbox_dn: 0.138624 loss_giou_dn: 0.434126 loss_class_aux_dn: 0.838649 loss_bbox_aux_dn: 0.360864 loss_giou_aux_dn: 1.037593 loss: 9.339794 eta: 27 days, 13:53:01 batch_cost: 0.6423 data_cost: 0.0673 ips: 12.4552 images/s
[08/19 02:15:31] ppdet.engine INFO: Epoch: [7] [49000/54024] learning_rate: 0.000100 loss_class: 0.775069 loss_bbox: 0.133282 loss_giou: 0.584065 loss_class_aux: 2.412392 loss_bbox_aux: 0.444720 loss_giou_aux: 1.857449 loss_class_dn: 0.392388 loss_bbox_dn: 0.138088 loss_giou_dn: 0.467833 loss_class_aux_dn: 0.875947 loss_bbox_aux_dn: 0.364870 loss_giou_aux_dn: 1.126332 loss: 9.792384 eta: 27 days, 13:48:30 batch_cost: 0.6267 data_cost: 0.0577 ips: 12.7649 images/s
[08/19 02:17:47] ppdet.engine INFO: Epoch: [7] [49200/54024] learning_rate: 0.000100 loss_class: 0.746903 loss_bbox: 0.130247 loss_giou: 0.516383 loss_class_aux: 2.322418 loss_bbox_aux: 0.445808 loss_giou_aux: 1.690822 loss_class_dn: 0.369242 loss_bbox_dn: 0.139994 loss_giou_dn: 0.436389 loss_class_aux_dn: 0.832953 loss_bbox_aux_dn: 0.361309 loss_giou_aux_dn: 1.048731 loss: 9.371693 eta: 27 days, 13:44:34 batch_cost: 0.6427 data_cost: 0.0032 ips: 12.4472 images/s
[08/19 02:20:16] ppdet.engine INFO: Epoch: [7] [49400/54024] learning_rate: 0.000100 loss_class: 0.764673 loss_bbox: 0.135597 loss_giou: 0.537756 loss_class_aux: 2.394404 loss_bbox_aux: 0.453676 loss_giou_aux: 1.732218 loss_class_dn: 0.363434 loss_bbox_dn: 0.141887 loss_giou_dn: 0.436644 loss_class_aux_dn: 0.818977 loss_bbox_aux_dn: 0.365481 loss_giou_aux_dn: 1.051829 loss: 9.296827 eta: 27 days, 13:42:58 batch_cost: 0.7073 data_cost: 0.0688 ips: 11.3113 images/s
[08/19 02:22:33] ppdet.engine INFO: Epoch: [7] [49600/54024] learning_rate: 0.000100 loss_class: 0.773970 loss_bbox: 0.139512 loss_giou: 0.570563 loss_class_aux: 2.403833 loss_bbox_aux: 0.476662 loss_giou_aux: 1.830053 loss_class_dn: 0.386156 loss_bbox_dn: 0.144066 loss_giou_dn: 0.469452 loss_class_aux_dn: 0.864964 loss_bbox_aux_dn: 0.367871 loss_giou_aux_dn: 1.119984 loss: 9.754484 eta: 27 days, 13:39:17 batch_cost: 0.6496 data_cost: 0.0535 ips: 12.3146 images/s
[08/19 02:24:56] ppdet.engine INFO: Epoch: [7] [49800/54024] learning_rate: 0.000100 loss_class: 0.767919 loss_bbox: 0.132819 loss_giou: 0.580083 loss_class_aux: 2.395309 loss_bbox_aux: 0.440520 loss_giou_aux: 1.837754 loss_class_dn: 0.380223 loss_bbox_dn: 0.134493 loss_giou_dn: 0.471795 loss_class_aux_dn: 0.846578 loss_bbox_aux_dn: 0.353078 loss_giou_aux_dn: 1.130062 loss: 9.800831 eta: 27 days, 13:36:43 batch_cost: 0.6803 data_cost: 0.0310 ips: 11.7588 images/s
[08/19 02:27:22] ppdet.engine INFO: Epoch: [7] [50000/54024] learning_rate: 0.000100 loss_class: 0.765333 loss_bbox: 0.142069 loss_giou: 0.616386 loss_class_aux: 2.384223 loss_bbox_aux: 0.471196 loss_giou_aux: 1.951729 loss_class_dn: 0.366245 loss_bbox_dn: 0.139449 loss_giou_dn: 0.466926 loss_class_aux_dn: 0.828432 loss_bbox_aux_dn: 0.363576 loss_giou_aux_dn: 1.134240 loss: 9.476850 eta: 27 days, 13:34:37 batch_cost: 0.6932 data_cost: 0.0267 ips: 11.5403 images/s
[08/19 02:29:35] ppdet.engine INFO: Epoch: [7] [50200/54024] learning_rate: 0.000100 loss_class: 0.746507 loss_bbox: 0.135148 loss_giou: 0.553016 loss_class_aux: 2.370919 loss_bbox_aux: 0.451619 loss_giou_aux: 1.780238 loss_class_dn: 0.378421 loss_bbox_dn: 0.137289 loss_giou_dn: 0.446618 loss_class_aux_dn: 0.845197 loss_bbox_aux_dn: 0.351493 loss_giou_aux_dn: 1.091837 loss: 9.376242 eta: 27 days, 13:30:00 batch_cost: 0.6238 data_cost: 0.0318 ips: 12.8241 images/s
[08/19 02:31:41] ppdet.engine INFO: Epoch: [7] [50400/54024] learning_rate: 0.000100 loss_class: 0.790887 loss_bbox: 0.134397 loss_giou: 0.542095 loss_class_aux: 2.439435 loss_bbox_aux: 0.447485 loss_giou_aux: 1.752058 loss_class_dn: 0.378545 loss_bbox_dn: 0.132302 loss_giou_dn: 0.440122 loss_class_aux_dn: 0.847979 loss_bbox_aux_dn: 0.339877 loss_giou_aux_dn: 1.073154 loss: 9.514995 eta: 27 days, 13:24:14 batch_cost: 0.5914 data_cost: 0.0028 ips: 13.5278 images/s
[08/19 02:34:03] ppdet.engine INFO: Epoch: [7] [50600/54024] learning_rate: 0.000100 loss_class: 0.793167 loss_bbox: 0.139506 loss_giou: 0.567668 loss_class_aux: 2.491966 loss_bbox_aux: 0.470736 loss_giou_aux: 1.791397 loss_class_dn: 0.384299 loss_bbox_dn: 0.139864 loss_giou_dn: 0.456807 loss_class_aux_dn: 0.868531 loss_bbox_aux_dn: 0.371286 loss_giou_aux_dn: 1.079248 loss: 9.693761 eta: 27 days, 13:21:18 batch_cost: 0.6701 data_cost: 0.0167 ips: 11.9387 images/s
[08/19 02:36:35] ppdet.engine INFO: Epoch: [7] [50800/54024] learning_rate: 0.000100 loss_class: 0.798969 loss_bbox: 0.136965 loss_giou: 0.585208 loss_class_aux: 2.479157 loss_bbox_aux: 0.473125 loss_giou_aux: 1.879923 loss_class_dn: 0.398204 loss_bbox_dn: 0.135847 loss_giou_dn: 0.481097 loss_class_aux_dn: 0.881474 loss_bbox_aux_dn: 0.370423 loss_giou_aux_dn: 1.131688 loss: 9.953099 eta: 27 days, 13:20:23 batch_cost: 0.7261 data_cost: 0.0008 ips: 11.0176 images/s
[08/19 02:38:49] ppdet.engine INFO: Epoch: [7] [51000/54024] learning_rate: 0.000100 loss_class: 0.769924 loss_bbox: 0.137782 loss_giou: 0.609619 loss_class_aux: 2.397217 loss_bbox_aux: 0.465740 loss_giou_aux: 1.935797 loss_class_dn: 0.392480 loss_bbox_dn: 0.134181 loss_giou_dn: 0.468672 loss_class_aux_dn: 0.877673 loss_bbox_aux_dn: 0.351667 loss_giou_aux_dn: 1.122752 loss: 9.808137 eta: 27 days, 13:15:56 batch_cost: 0.6282 data_cost: 0.0008 ips: 12.7341 images/s
[08/19 02:41:04] ppdet.engine INFO: Epoch: [7] [51200/54024] learning_rate: 0.000100 loss_class: 0.774653 loss_bbox: 0.130361 loss_giou: 0.556341 loss_class_aux: 2.437669 loss_bbox_aux: 0.440042 loss_giou_aux: 1.766672 loss_class_dn: 0.384016 loss_bbox_dn: 0.137937 loss_giou_dn: 0.445199 loss_class_aux_dn: 0.859379 loss_bbox_aux_dn: 0.356113 loss_giou_aux_dn: 1.062138 loss: 9.356482 eta: 27 days, 13:11:53 batch_cost: 0.6389 data_cost: 0.0008 ips: 12.5222 images/s
[08/19 02:43:18] ppdet.engine INFO: Epoch: [7] [51400/54024] learning_rate: 0.000100 loss_class: 0.776476 loss_bbox: 0.139339 loss_giou: 0.573212 loss_class_aux: 2.448353 loss_bbox_aux: 0.459077 loss_giou_aux: 1.792528 loss_class_dn: 0.379723 loss_bbox_dn: 0.134301 loss_giou_dn: 0.461312 loss_class_aux_dn: 0.856541 loss_bbox_aux_dn: 0.352381 loss_giou_aux_dn: 1.113256 loss: 9.499517 eta: 27 days, 13:07:37 batch_cost: 0.6327 data_cost: 0.0463 ips: 12.6444 images/s
[08/19 02:45:46] ppdet.engine INFO: Epoch: [7] [51600/54024] learning_rate: 0.000100 loss_class: 0.775811 loss_bbox: 0.134707 loss_giou: 0.572069 loss_class_aux: 2.453344 loss_bbox_aux: 0.450702 loss_giou_aux: 1.844731 loss_class_dn: 0.386027 loss_bbox_dn: 0.136668 loss_giou_dn: 0.468420 loss_class_aux_dn: 0.860249 loss_bbox_aux_dn: 0.350826 loss_giou_aux_dn: 1.117675 loss: 9.696515 eta: 27 days, 13:05:47 batch_cost: 0.7007 data_cost: 0.0326 ips: 11.4164 images/s
[08/19 02:48:15] ppdet.engine INFO: Epoch: [7] [51800/54024] learning_rate: 0.000100 loss_class: 0.789578 loss_bbox: 0.134094 loss_giou: 0.574038 loss_class_aux: 2.421502 loss_bbox_aux: 0.457597 loss_giou_aux: 1.838156 loss_class_dn: 0.389831 loss_bbox_dn: 0.132852 loss_giou_dn: 0.476737 loss_class_aux_dn: 0.872676 loss_bbox_aux_dn: 0.347188 loss_giou_aux_dn: 1.140720 loss: 9.823192 eta: 27 days, 13:04:18 batch_cost: 0.7106 data_cost: 0.0534 ips: 11.2573 images/s
[08/19 02:50:28] ppdet.engine INFO: Epoch: [7] [52000/54024] learning_rate: 0.000100 loss_class: 0.755182 loss_bbox: 0.140459 loss_giou: 0.597208 loss_class_aux: 2.353452 loss_bbox_aux: 0.474307 loss_giou_aux: 1.852567 loss_class_dn: 0.389898 loss_bbox_dn: 0.137336 loss_giou_dn: 0.473399 loss_class_aux_dn: 0.861971 loss_bbox_aux_dn: 0.360132 loss_giou_aux_dn: 1.127330 loss: 9.633397 eta: 27 days, 12:59:50 batch_cost: 0.6269 data_cost: 0.0034 ips: 12.7617 images/s
[08/19 02:52:50] ppdet.engine INFO: Epoch: [7] [52200/54024] learning_rate: 0.000100 loss_class: 0.759582 loss_bbox: 0.127610 loss_giou: 0.538143 loss_class_aux: 2.373261 loss_bbox_aux: 0.433104 loss_giou_aux: 1.720299 loss_class_dn: 0.369923 loss_bbox_dn: 0.133389 loss_giou_dn: 0.446720 loss_class_aux_dn: 0.826953 loss_bbox_aux_dn: 0.352821 loss_giou_aux_dn: 1.071663 loss: 9.174867 eta: 27 days, 12:57:06 batch_cost: 0.6756 data_cost: 0.0328 ips: 11.8408 images/s
[08/19 02:55:20] ppdet.engine INFO: Epoch: [7] [52400/54024] learning_rate: 0.000100 loss_class: 0.778476 loss_bbox: 0.145132 loss_giou: 0.577359 loss_class_aux: 2.433585 loss_bbox_aux: 0.472876 loss_giou_aux: 1.845275 loss_class_dn: 0.389705 loss_bbox_dn: 0.138952 loss_giou_dn: 0.463452 loss_class_aux_dn: 0.865434 loss_bbox_aux_dn: 0.360531 loss_giou_aux_dn: 1.086614 loss: 9.709682 eta: 27 days, 12:55:38 batch_cost: 0.7110 data_cost: 0.0064 ips: 11.2522 images/s
[08/19 02:57:50] ppdet.engine INFO: Epoch: [7] [52600/54024] learning_rate: 0.000100 loss_class: 0.796558 loss_bbox: 0.136232 loss_giou: 0.597379 loss_class_aux: 2.471074 loss_bbox_aux: 0.459967 loss_giou_aux: 1.938386 loss_class_dn: 0.403520 loss_bbox_dn: 0.139523 loss_giou_dn: 0.480935 loss_class_aux_dn: 0.898157 loss_bbox_aux_dn: 0.368020 loss_giou_aux_dn: 1.145575 loss: 9.966041 eta: 27 days, 12:54:10 batch_cost: 0.7107 data_cost: 0.0309 ips: 11.2564 images/s
[08/19 03:00:07] ppdet.engine INFO: Epoch: [7] [52800/54024] learning_rate: 0.000100 loss_class: 0.751943 loss_bbox: 0.136159 loss_giou: 0.513530 loss_class_aux: 2.350567 loss_bbox_aux: 0.452454 loss_giou_aux: 1.644614 loss_class_dn: 0.368011 loss_bbox_dn: 0.142386 loss_giou_dn: 0.423345 loss_class_aux_dn: 0.822577 loss_bbox_aux_dn: 0.356309 loss_giou_aux_dn: 1.029028 loss: 9.267631 eta: 27 days, 12:50:28 batch_cost: 0.6487 data_cost: 0.0023 ips: 12.3320 images/s
[08/19 03:02:39] ppdet.engine INFO: Epoch: [7] [53000/54024] learning_rate: 0.000100 loss_class: 0.761372 loss_bbox: 0.136404 loss_giou: 0.576228 loss_class_aux: 2.387305 loss_bbox_aux: 0.446208 loss_giou_aux: 1.836395 loss_class_dn: 0.382249 loss_bbox_dn: 0.136576 loss_giou_dn: 0.455485 loss_class_aux_dn: 0.852640 loss_bbox_aux_dn: 0.364029 loss_giou_aux_dn: 1.089656 loss: 9.377562 eta: 27 days, 12:49:30 batch_cost: 0.7249 data_cost: 0.1068 ips: 11.0358 images/s
[08/19 03:04:52] ppdet.engine INFO: Epoch: [7] [53200/54024] learning_rate: 0.000100 loss_class: 0.768984 loss_bbox: 0.140922 loss_giou: 0.546938 loss_class_aux: 2.423391 loss_bbox_aux: 0.463122 loss_giou_aux: 1.769840 loss_class_dn: 0.383795 loss_bbox_dn: 0.135905 loss_giou_dn: 0.453053 loss_class_aux_dn: 0.851573 loss_bbox_aux_dn: 0.351423 loss_giou_aux_dn: 1.083353 loss: 9.527297 eta: 27 days, 12:44:57 batch_cost: 0.6243 data_cost: 0.0027 ips: 12.8149 images/s
[08/19 03:07:03] ppdet.engine INFO: Epoch: [7] [53400/54024] learning_rate: 0.000100 loss_class: 0.790524 loss_bbox: 0.137173 loss_giou: 0.590480 loss_class_aux: 2.484383 loss_bbox_aux: 0.463471 loss_giou_aux: 1.874239 loss_class_dn: 0.392333 loss_bbox_dn: 0.136950 loss_giou_dn: 0.473203 loss_class_aux_dn: 0.874440 loss_bbox_aux_dn: 0.358332 loss_giou_aux_dn: 1.133702 loss: 9.772860 eta: 27 days, 12:40:12 batch_cost: 0.6191 data_cost: 0.0289 ips: 12.9219 images/s
[08/19 03:09:11] ppdet.engine INFO: Epoch: [7] [53600/54024] learning_rate: 0.000100 loss_class: 0.763599 loss_bbox: 0.135724 loss_giou: 0.562028 loss_class_aux: 2.431049 loss_bbox_aux: 0.449904 loss_giou_aux: 1.785957 loss_class_dn: 0.382265 loss_bbox_dn: 0.138800 loss_giou_dn: 0.456877 loss_class_aux_dn: 0.849771 loss_bbox_aux_dn: 0.359188 loss_giou_aux_dn: 1.085114 loss: 9.550500 eta: 27 days, 12:34:50 batch_cost: 0.6015 data_cost: 0.0192 ips: 13.3006 images/s
[08/19 03:11:39] ppdet.engine INFO: Epoch: [7] [53800/54024] learning_rate: 0.000100 loss_class: 0.774337 loss_bbox: 0.137803 loss_giou: 0.567144 loss_class_aux: 2.413155 loss_bbox_aux: 0.460327 loss_giou_aux: 1.806720 loss_class_dn: 0.385182 loss_bbox_dn: 0.140516 loss_giou_dn: 0.459369 loss_class_aux_dn: 0.865252 loss_bbox_aux_dn: 0.362276 loss_giou_aux_dn: 1.101811 loss: 9.750603 eta: 27 days, 12:33:05 batch_cost: 0.7026 data_cost: 0.0224 ips: 11.3856 images/s
[08/19 03:14:05] ppdet.engine INFO: Epoch: [7] [54000/54024] learning_rate: 0.000100 loss_class: 0.781063 loss_bbox: 0.136974 loss_giou: 0.531409 loss_class_aux: 2.429550 loss_bbox_aux: 0.453700 loss_giou_aux: 1.693724 loss_class_dn: 0.370910 loss_bbox_dn: 0.134559 loss_giou_dn: 0.429886 loss_class_aux_dn: 0.832001 loss_bbox_aux_dn: 0.360367 loss_giou_aux_dn: 1.033646 loss: 9.343167 eta: 27 days, 12:31:02 batch_cost: 0.6950 data_cost: 0.0240 ips: 11.5109 images/s
[08/19 03:14:28] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
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[08/19 03:42:06] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=5.88s)
creating index...
index created!
[08/19 03:42:13] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=228.29s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=2533.91s).
Accumulating evaluation results...
DONE (t=892.49s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.214
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.293
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.231
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.098
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.203
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.289
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.230
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.441
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.472
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.257
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.461
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.618
[08/19 04:44:54] ppdet.engine INFO: Total sample number: 80000, average FPS: 59.13477124377128
[08/19 04:44:54] ppdet.engine INFO: Best test bbox ap is 0.214.
[08/19 04:44:56] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
[08/19 04:45:06] ppdet.engine INFO: Epoch: [8] [    0/54024] learning_rate: 0.000100 loss_class: 0.779444 loss_bbox: 0.137682 loss_giou: 0.540735 loss_class_aux: 2.421515 loss_bbox_aux: 0.455335 loss_giou_aux: 1.704833 loss_class_dn: 0.370445 loss_bbox_dn: 0.134803 loss_giou_dn: 0.443303 loss_class_aux_dn: 0.832001 loss_bbox_aux_dn: 0.358903 loss_giou_aux_dn: 1.049546 loss: 9.318605 eta: 27 days, 12:30:00 batch_cost: 0.6853 data_cost: 0.0256 ips: 11.6741 images/s
[08/19 04:48:01] ppdet.engine INFO: Epoch: [8] [  200/54024] learning_rate: 0.000100 loss_class: 0.756326 loss_bbox: 0.135132 loss_giou: 0.581288 loss_class_aux: 2.343547 loss_bbox_aux: 0.459001 loss_giou_aux: 1.823400 loss_class_dn: 0.381658 loss_bbox_dn: 0.142716 loss_giou_dn: 0.457278 loss_class_aux_dn: 0.843763 loss_bbox_aux_dn: 0.360593 loss_giou_aux_dn: 1.089463 loss: 9.473419 eta: 27 days, 12:32:55 batch_cost: 0.8343 data_cost: 0.1581 ips: 9.5886 images/s
[08/19 04:50:35] ppdet.engine INFO: Epoch: [8] [  400/54024] learning_rate: 0.000100 loss_class: 0.737256 loss_bbox: 0.133950 loss_giou: 0.542235 loss_class_aux: 2.346985 loss_bbox_aux: 0.446857 loss_giou_aux: 1.750733 loss_class_dn: 0.377580 loss_bbox_dn: 0.139586 loss_giou_dn: 0.442134 loss_class_aux_dn: 0.836573 loss_bbox_aux_dn: 0.364388 loss_giou_aux_dn: 1.059902 loss: 9.320432 eta: 27 days, 12:31:52 batch_cost: 0.7225 data_cost: 0.0276 ips: 11.0732 images/s
[08/19 04:53:20] ppdet.engine INFO: Epoch: [8] [  600/54024] learning_rate: 0.000100 loss_class: 0.770145 loss_bbox: 0.137106 loss_giou: 0.566765 loss_class_aux: 2.418779 loss_bbox_aux: 0.448957 loss_giou_aux: 1.820770 loss_class_dn: 0.379635 loss_bbox_dn: 0.136821 loss_giou_dn: 0.458722 loss_class_aux_dn: 0.842893 loss_bbox_aux_dn: 0.352457 loss_giou_aux_dn: 1.091450 loss: 9.450656 eta: 27 days, 12:33:00 batch_cost: 0.7844 data_cost: 0.0603 ips: 10.1992 images/s
[08/19 04:55:58] ppdet.engine INFO: Epoch: [8] [  800/54024] learning_rate: 0.000100 loss_class: 0.793549 loss_bbox: 0.137661 loss_giou: 0.575108 loss_class_aux: 2.520655 loss_bbox_aux: 0.457256 loss_giou_aux: 1.833769 loss_class_dn: 0.396909 loss_bbox_dn: 0.136836 loss_giou_dn: 0.461025 loss_class_aux_dn: 0.882121 loss_bbox_aux_dn: 0.347493 loss_giou_aux_dn: 1.109710 loss: 9.881150 eta: 27 days, 12:32:38 batch_cost: 0.7425 data_cost: 0.0347 ips: 10.7748 images/s
[08/19 04:58:32] ppdet.engine INFO: Epoch: [8] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.786816 loss_bbox: 0.138622 loss_giou: 0.588635 loss_class_aux: 2.459615 loss_bbox_aux: 0.457528 loss_giou_aux: 1.877940 loss_class_dn: 0.384694 loss_bbox_dn: 0.140665 loss_giou_dn: 0.471568 loss_class_aux_dn: 0.867854 loss_bbox_aux_dn: 0.362736 loss_giou_aux_dn: 1.125414 loss: 9.717942 eta: 27 days, 12:31:50 batch_cost: 0.7300 data_cost: 0.0594 ips: 10.9585 images/s
[08/19 05:01:52] ppdet.engine INFO: Epoch: [8] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.760037 loss_bbox: 0.139204 loss_giou: 0.569326 loss_class_aux: 2.389120 loss_bbox_aux: 0.464209 loss_giou_aux: 1.820574 loss_class_dn: 0.365423 loss_bbox_dn: 0.135833 loss_giou_dn: 0.467569 loss_class_aux_dn: 0.829224 loss_bbox_aux_dn: 0.344771 loss_giou_aux_dn: 1.099006 loss: 9.230658 eta: 27 days, 12:38:59 batch_cost: 0.9544 data_cost: 0.0871 ips: 8.3820 images/s
[08/19 05:04:32] ppdet.engine INFO: Epoch: [8] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.778900 loss_bbox: 0.137407 loss_giou: 0.556839 loss_class_aux: 2.468956 loss_bbox_aux: 0.457409 loss_giou_aux: 1.812148 loss_class_dn: 0.387894 loss_bbox_dn: 0.139512 loss_giou_dn: 0.468873 loss_class_aux_dn: 0.860158 loss_bbox_aux_dn: 0.373735 loss_giou_aux_dn: 1.115127 loss: 9.655484 eta: 27 days, 12:39:12 batch_cost: 0.7591 data_cost: 0.0012 ips: 10.5388 images/s
[08/19 05:07:23] ppdet.engine INFO: Epoch: [8] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.736756 loss_bbox: 0.132075 loss_giou: 0.540260 loss_class_aux: 2.293933 loss_bbox_aux: 0.443144 loss_giou_aux: 1.716678 loss_class_dn: 0.367448 loss_bbox_dn: 0.130395 loss_giou_dn: 0.434704 loss_class_aux_dn: 0.828481 loss_bbox_aux_dn: 0.344561 loss_giou_aux_dn: 1.037817 loss: 9.056256 eta: 27 days, 12:41:07 batch_cost: 0.8072 data_cost: 0.1425 ips: 9.9112 images/s
[08/19 05:10:11] ppdet.engine INFO: Epoch: [8] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.779859 loss_bbox: 0.142414 loss_giou: 0.558630 loss_class_aux: 2.447702 loss_bbox_aux: 0.468888 loss_giou_aux: 1.821426 loss_class_dn: 0.391653 loss_bbox_dn: 0.141129 loss_giou_dn: 0.461047 loss_class_aux_dn: 0.873892 loss_bbox_aux_dn: 0.375576 loss_giou_aux_dn: 1.109625 loss: 9.820841 eta: 27 days, 12:42:41 batch_cost: 0.7977 data_cost: 0.0377 ips: 10.0293 images/s
[08/19 05:12:39] ppdet.engine INFO: Epoch: [8] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.761118 loss_bbox: 0.134091 loss_giou: 0.575440 loss_class_aux: 2.407138 loss_bbox_aux: 0.449651 loss_giou_aux: 1.840454 loss_class_dn: 0.385129 loss_bbox_dn: 0.127065 loss_giou_dn: 0.472408 loss_class_aux_dn: 0.866088 loss_bbox_aux_dn: 0.338402 loss_giou_aux_dn: 1.139542 loss: 9.734470 eta: 27 days, 12:40:29 batch_cost: 0.6910 data_cost: 0.0372 ips: 11.5776 images/s
[08/19 05:15:05] ppdet.engine INFO: Epoch: [8] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.779484 loss_bbox: 0.139961 loss_giou: 0.565031 loss_class_aux: 2.435505 loss_bbox_aux: 0.477662 loss_giou_aux: 1.796577 loss_class_dn: 0.393012 loss_bbox_dn: 0.139651 loss_giou_dn: 0.463177 loss_class_aux_dn: 0.870658 loss_bbox_aux_dn: 0.362684 loss_giou_aux_dn: 1.100115 loss: 9.759251 eta: 27 days, 12:38:15 batch_cost: 0.6898 data_cost: 0.0471 ips: 11.5979 images/s
[08/19 05:17:28] ppdet.engine INFO: Epoch: [8] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.758200 loss_bbox: 0.145402 loss_giou: 0.572522 loss_class_aux: 2.392430 loss_bbox_aux: 0.481330 loss_giou_aux: 1.818180 loss_class_dn: 0.374414 loss_bbox_dn: 0.136901 loss_giou_dn: 0.458165 loss_class_aux_dn: 0.843427 loss_bbox_aux_dn: 0.353489 loss_giou_aux_dn: 1.084230 loss: 9.469059 eta: 27 days, 12:35:11 batch_cost: 0.6664 data_cost: 0.0588 ips: 12.0052 images/s
[08/19 05:20:12] ppdet.engine INFO: Epoch: [8] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.761825 loss_bbox: 0.143092 loss_giou: 0.611984 loss_class_aux: 2.369359 loss_bbox_aux: 0.480697 loss_giou_aux: 1.974864 loss_class_dn: 0.383587 loss_bbox_dn: 0.133237 loss_giou_dn: 0.477336 loss_class_aux_dn: 0.862337 loss_bbox_aux_dn: 0.353151 loss_giou_aux_dn: 1.148534 loss: 9.893444 eta: 27 days, 12:36:08 batch_cost: 0.7804 data_cost: 0.0857 ips: 10.2509 images/s
[08/19 05:22:36] ppdet.engine INFO: Epoch: [8] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.756613 loss_bbox: 0.136129 loss_giou: 0.548397 loss_class_aux: 2.341329 loss_bbox_aux: 0.459405 loss_giou_aux: 1.723931 loss_class_dn: 0.362746 loss_bbox_dn: 0.138297 loss_giou_dn: 0.438775 loss_class_aux_dn: 0.813674 loss_bbox_aux_dn: 0.363988 loss_giou_aux_dn: 1.048434 loss: 9.352821 eta: 27 days, 12:33:20 batch_cost: 0.6740 data_cost: 0.0725 ips: 11.8695 images/s
[08/19 05:25:03] ppdet.engine INFO: Epoch: [8] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.784605 loss_bbox: 0.134133 loss_giou: 0.575023 loss_class_aux: 2.437538 loss_bbox_aux: 0.446132 loss_giou_aux: 1.821317 loss_class_dn: 0.397915 loss_bbox_dn: 0.133887 loss_giou_dn: 0.476952 loss_class_aux_dn: 0.889474 loss_bbox_aux_dn: 0.350833 loss_giou_aux_dn: 1.148744 loss: 9.758806 eta: 27 days, 12:31:13 batch_cost: 0.6935 data_cost: 0.0159 ips: 11.5360 images/s
[08/19 05:27:40] ppdet.engine INFO: Epoch: [8] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.789953 loss_bbox: 0.139741 loss_giou: 0.559874 loss_class_aux: 2.500326 loss_bbox_aux: 0.471693 loss_giou_aux: 1.816425 loss_class_dn: 0.390015 loss_bbox_dn: 0.145901 loss_giou_dn: 0.456664 loss_class_aux_dn: 0.867865 loss_bbox_aux_dn: 0.373817 loss_giou_aux_dn: 1.105299 loss: 9.850703 eta: 27 days, 12:30:53 batch_cost: 0.7442 data_cost: 0.0070 ips: 10.7501 images/s
[08/19 05:30:17] ppdet.engine INFO: Epoch: [8] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.746065 loss_bbox: 0.136462 loss_giou: 0.559522 loss_class_aux: 2.338084 loss_bbox_aux: 0.451425 loss_giou_aux: 1.769332 loss_class_dn: 0.376410 loss_bbox_dn: 0.137602 loss_giou_dn: 0.451822 loss_class_aux_dn: 0.834760 loss_bbox_aux_dn: 0.354561 loss_giou_aux_dn: 1.076668 loss: 9.583120 eta: 27 days, 12:30:26 batch_cost: 0.7405 data_cost: 0.0258 ips: 10.8035 images/s
[08/19 05:32:37] ppdet.engine INFO: Epoch: [8] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.770353 loss_bbox: 0.136440 loss_giou: 0.587972 loss_class_aux: 2.379588 loss_bbox_aux: 0.463662 loss_giou_aux: 1.870524 loss_class_dn: 0.385340 loss_bbox_dn: 0.126859 loss_giou_dn: 0.466291 loss_class_aux_dn: 0.848532 loss_bbox_aux_dn: 0.335946 loss_giou_aux_dn: 1.123555 loss: 9.532083 eta: 27 days, 12:27:11 batch_cost: 0.6613 data_cost: 0.0205 ips: 12.0980 images/s
[08/19 05:35:08] ppdet.engine INFO: Epoch: [8] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.753766 loss_bbox: 0.134196 loss_giou: 0.612674 loss_class_aux: 2.409719 loss_bbox_aux: 0.452831 loss_giou_aux: 1.931898 loss_class_dn: 0.386633 loss_bbox_dn: 0.135674 loss_giou_dn: 0.480315 loss_class_aux_dn: 0.860728 loss_bbox_aux_dn: 0.362654 loss_giou_aux_dn: 1.139744 loss: 9.855706 eta: 27 days, 12:25:33 batch_cost: 0.7075 data_cost: 0.0478 ips: 11.3070 images/s
[08/19 05:37:43] ppdet.engine INFO: Epoch: [8] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.748744 loss_bbox: 0.130227 loss_giou: 0.550882 loss_class_aux: 2.355256 loss_bbox_aux: 0.441644 loss_giou_aux: 1.764153 loss_class_dn: 0.369637 loss_bbox_dn: 0.132504 loss_giou_dn: 0.441817 loss_class_aux_dn: 0.831137 loss_bbox_aux_dn: 0.343831 loss_giou_aux_dn: 1.055945 loss: 9.166015 eta: 27 days, 12:24:41 batch_cost: 0.7292 data_cost: 0.0639 ips: 10.9713 images/s
[08/19 05:40:35] ppdet.engine INFO: Epoch: [8] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.781444 loss_bbox: 0.147119 loss_giou: 0.583846 loss_class_aux: 2.441542 loss_bbox_aux: 0.478942 loss_giou_aux: 1.881270 loss_class_dn: 0.381417 loss_bbox_dn: 0.144046 loss_giou_dn: 0.480747 loss_class_aux_dn: 0.851562 loss_bbox_aux_dn: 0.367638 loss_giou_aux_dn: 1.146926 loss: 9.907331 eta: 27 days, 12:27:00 batch_cost: 0.8197 data_cost: 0.1616 ips: 9.7595 images/s
[08/19 05:43:13] ppdet.engine INFO: Epoch: [8] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.802330 loss_bbox: 0.143194 loss_giou: 0.554852 loss_class_aux: 2.493263 loss_bbox_aux: 0.476288 loss_giou_aux: 1.800120 loss_class_dn: 0.393101 loss_bbox_dn: 0.150073 loss_giou_dn: 0.473065 loss_class_aux_dn: 0.883998 loss_bbox_aux_dn: 0.385361 loss_giou_aux_dn: 1.134730 loss: 9.979323 eta: 27 days, 12:26:54 batch_cost: 0.7512 data_cost: 0.0635 ips: 10.6494 images/s
[08/19 05:45:44] ppdet.engine INFO: Epoch: [8] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.746880 loss_bbox: 0.134831 loss_giou: 0.570789 loss_class_aux: 2.334145 loss_bbox_aux: 0.442041 loss_giou_aux: 1.801252 loss_class_dn: 0.375467 loss_bbox_dn: 0.134638 loss_giou_dn: 0.451796 loss_class_aux_dn: 0.851616 loss_bbox_aux_dn: 0.345042 loss_giou_aux_dn: 1.097719 loss: 9.432451 eta: 27 days, 12:25:20 batch_cost: 0.7092 data_cost: 0.0078 ips: 11.2803 images/s
[08/19 05:48:13] ppdet.engine INFO: Epoch: [8] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.774669 loss_bbox: 0.134827 loss_giou: 0.550490 loss_class_aux: 2.449626 loss_bbox_aux: 0.448911 loss_giou_aux: 1.776965 loss_class_dn: 0.393796 loss_bbox_dn: 0.141451 loss_giou_dn: 0.466394 loss_class_aux_dn: 0.890154 loss_bbox_aux_dn: 0.356440 loss_giou_aux_dn: 1.114530 loss: 9.641152 eta: 27 days, 12:23:34 batch_cost: 0.7036 data_cost: 0.0253 ips: 11.3694 images/s
[08/19 05:50:52] ppdet.engine INFO: Epoch: [8] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.755771 loss_bbox: 0.134138 loss_giou: 0.561694 loss_class_aux: 2.372796 loss_bbox_aux: 0.454209 loss_giou_aux: 1.805198 loss_class_dn: 0.378300 loss_bbox_dn: 0.138811 loss_giou_dn: 0.461658 loss_class_aux_dn: 0.837156 loss_bbox_aux_dn: 0.360340 loss_giou_aux_dn: 1.126546 loss: 9.616533 eta: 27 days, 12:23:29 batch_cost: 0.7520 data_cost: 0.0008 ips: 10.6377 images/s
[08/19 05:54:06] ppdet.engine INFO: Epoch: [8] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.738014 loss_bbox: 0.132731 loss_giou: 0.572480 loss_class_aux: 2.300295 loss_bbox_aux: 0.443971 loss_giou_aux: 1.843148 loss_class_dn: 0.377545 loss_bbox_dn: 0.138910 loss_giou_dn: 0.460398 loss_class_aux_dn: 0.841714 loss_bbox_aux_dn: 0.356225 loss_giou_aux_dn: 1.091415 loss: 9.312408 eta: 27 days, 12:29:23 batch_cost: 0.9233 data_cost: 0.1090 ips: 8.6650 images/s
[08/19 05:57:01] ppdet.engine INFO: Epoch: [8] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.756376 loss_bbox: 0.134417 loss_giou: 0.535744 loss_class_aux: 2.390975 loss_bbox_aux: 0.461020 loss_giou_aux: 1.713187 loss_class_dn: 0.366544 loss_bbox_dn: 0.138236 loss_giou_dn: 0.434511 loss_class_aux_dn: 0.823061 loss_bbox_aux_dn: 0.357764 loss_giou_aux_dn: 1.039602 loss: 9.146295 eta: 27 days, 12:32:08 batch_cost: 0.8333 data_cost: 0.0240 ips: 9.6007 images/s
[08/19 05:59:51] ppdet.engine INFO: Epoch: [8] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.765259 loss_bbox: 0.141411 loss_giou: 0.564483 loss_class_aux: 2.420138 loss_bbox_aux: 0.476023 loss_giou_aux: 1.800447 loss_class_dn: 0.372825 loss_bbox_dn: 0.139053 loss_giou_dn: 0.463715 loss_class_aux_dn: 0.837242 loss_bbox_aux_dn: 0.363940 loss_giou_aux_dn: 1.094568 loss: 9.526777 eta: 27 days, 12:34:01 batch_cost: 0.8082 data_cost: 0.0542 ips: 9.8983 images/s
[08/19 06:02:27] ppdet.engine INFO: Epoch: [8] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.752366 loss_bbox: 0.134323 loss_giou: 0.537570 loss_class_aux: 2.373866 loss_bbox_aux: 0.447170 loss_giou_aux: 1.720350 loss_class_dn: 0.370321 loss_bbox_dn: 0.138158 loss_giou_dn: 0.445370 loss_class_aux_dn: 0.833652 loss_bbox_aux_dn: 0.353157 loss_giou_aux_dn: 1.067634 loss: 9.167979 eta: 27 days, 12:33:30 batch_cost: 0.7400 data_cost: 0.0288 ips: 10.8107 images/s
[08/19 06:04:44] ppdet.engine INFO: Epoch: [8] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.775943 loss_bbox: 0.141268 loss_giou: 0.538963 loss_class_aux: 2.351196 loss_bbox_aux: 0.466518 loss_giou_aux: 1.742093 loss_class_dn: 0.362513 loss_bbox_dn: 0.140811 loss_giou_dn: 0.433657 loss_class_aux_dn: 0.808706 loss_bbox_aux_dn: 0.376431 loss_giou_aux_dn: 1.050125 loss: 9.377589 eta: 27 days, 12:29:38 batch_cost: 0.6440 data_cost: 0.0034 ips: 12.4227 images/s
[08/19 06:07:02] ppdet.engine INFO: Epoch: [8] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.737356 loss_bbox: 0.123417 loss_giou: 0.513921 loss_class_aux: 2.303584 loss_bbox_aux: 0.416721 loss_giou_aux: 1.675136 loss_class_dn: 0.355330 loss_bbox_dn: 0.130260 loss_giou_dn: 0.426784 loss_class_aux_dn: 0.788874 loss_bbox_aux_dn: 0.338945 loss_giou_aux_dn: 1.030407 loss: 8.782700 eta: 27 days, 12:26:12 batch_cost: 0.6564 data_cost: 0.0964 ips: 12.1883 images/s
[08/19 06:09:31] ppdet.engine INFO: Epoch: [8] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.780801 loss_bbox: 0.137898 loss_giou: 0.542760 loss_class_aux: 2.404309 loss_bbox_aux: 0.468930 loss_giou_aux: 1.751824 loss_class_dn: 0.372784 loss_bbox_dn: 0.134985 loss_giou_dn: 0.451339 loss_class_aux_dn: 0.845197 loss_bbox_aux_dn: 0.361798 loss_giou_aux_dn: 1.089693 loss: 9.501055 eta: 27 days, 12:24:15 batch_cost: 0.6985 data_cost: 0.0809 ips: 11.4530 images/s
[08/19 06:11:47] ppdet.engine INFO: Epoch: [8] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.777768 loss_bbox: 0.134905 loss_giou: 0.579280 loss_class_aux: 2.449209 loss_bbox_aux: 0.457401 loss_giou_aux: 1.852320 loss_class_dn: 0.378756 loss_bbox_dn: 0.138390 loss_giou_dn: 0.445462 loss_class_aux_dn: 0.850750 loss_bbox_aux_dn: 0.355138 loss_giou_aux_dn: 1.067790 loss: 9.492090 eta: 27 days, 12:19:53 batch_cost: 0.6293 data_cost: 0.0145 ips: 12.7117 images/s
[08/19 06:14:11] ppdet.engine INFO: Epoch: [8] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.752984 loss_bbox: 0.132032 loss_giou: 0.555102 loss_class_aux: 2.340402 loss_bbox_aux: 0.444061 loss_giou_aux: 1.759084 loss_class_dn: 0.368171 loss_bbox_dn: 0.133029 loss_giou_dn: 0.441720 loss_class_aux_dn: 0.818482 loss_bbox_aux_dn: 0.354256 loss_giou_aux_dn: 1.045898 loss: 9.118355 eta: 27 days, 12:17:19 batch_cost: 0.6813 data_cost: 0.0069 ips: 11.7428 images/s
[08/19 06:16:45] ppdet.engine INFO: Epoch: [8] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.782306 loss_bbox: 0.131814 loss_giou: 0.574998 loss_class_aux: 2.475978 loss_bbox_aux: 0.453607 loss_giou_aux: 1.822088 loss_class_dn: 0.385404 loss_bbox_dn: 0.140142 loss_giou_dn: 0.452040 loss_class_aux_dn: 0.865608 loss_bbox_aux_dn: 0.360742 loss_giou_aux_dn: 1.088609 loss: 9.494468 eta: 27 days, 12:16:19 batch_cost: 0.7264 data_cost: 0.0426 ips: 11.0138 images/s
[08/19 06:19:20] ppdet.engine INFO: Epoch: [8] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.778354 loss_bbox: 0.142996 loss_giou: 0.565634 loss_class_aux: 2.483099 loss_bbox_aux: 0.490531 loss_giou_aux: 1.803754 loss_class_dn: 0.386162 loss_bbox_dn: 0.141610 loss_giou_dn: 0.455373 loss_class_aux_dn: 0.862228 loss_bbox_aux_dn: 0.367527 loss_giou_aux_dn: 1.086739 loss: 9.703495 eta: 27 days, 12:15:31 batch_cost: 0.7316 data_cost: 0.0683 ips: 10.9353 images/s
[08/19 06:21:34] ppdet.engine INFO: Epoch: [8] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.773375 loss_bbox: 0.144425 loss_giou: 0.570299 loss_class_aux: 2.448185 loss_bbox_aux: 0.497887 loss_giou_aux: 1.800994 loss_class_dn: 0.381988 loss_bbox_dn: 0.142299 loss_giou_dn: 0.459211 loss_class_aux_dn: 0.843552 loss_bbox_aux_dn: 0.382400 loss_giou_aux_dn: 1.091646 loss: 9.699201 eta: 27 days, 12:10:56 batch_cost: 0.6234 data_cost: 0.0056 ips: 12.8336 images/s
[08/19 06:24:08] ppdet.engine INFO: Epoch: [8] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.762195 loss_bbox: 0.134704 loss_giou: 0.553165 loss_class_aux: 2.353972 loss_bbox_aux: 0.439901 loss_giou_aux: 1.735749 loss_class_dn: 0.368134 loss_bbox_dn: 0.134275 loss_giou_dn: 0.437585 loss_class_aux_dn: 0.822607 loss_bbox_aux_dn: 0.348840 loss_giou_aux_dn: 1.044675 loss: 9.235014 eta: 27 days, 12:10:05 batch_cost: 0.7306 data_cost: 0.0107 ips: 10.9496 images/s
[08/19 06:26:36] ppdet.engine INFO: Epoch: [8] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.778553 loss_bbox: 0.131939 loss_giou: 0.570270 loss_class_aux: 2.429703 loss_bbox_aux: 0.446548 loss_giou_aux: 1.815435 loss_class_dn: 0.384646 loss_bbox_dn: 0.131819 loss_giou_dn: 0.453171 loss_class_aux_dn: 0.870974 loss_bbox_aux_dn: 0.342592 loss_giou_aux_dn: 1.078716 loss: 9.606936 eta: 27 days, 12:08:02 batch_cost: 0.6957 data_cost: 0.0312 ips: 11.5000 images/s
[08/19 06:29:21] ppdet.engine INFO: Epoch: [8] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.737158 loss_bbox: 0.132889 loss_giou: 0.524469 loss_class_aux: 2.293196 loss_bbox_aux: 0.450949 loss_giou_aux: 1.678064 loss_class_dn: 0.367707 loss_bbox_dn: 0.140541 loss_giou_dn: 0.421131 loss_class_aux_dn: 0.827793 loss_bbox_aux_dn: 0.375830 loss_giou_aux_dn: 1.016433 loss: 9.062590 eta: 27 days, 12:09:05 batch_cost: 0.7858 data_cost: 0.0197 ips: 10.1809 images/s
[08/19 06:31:52] ppdet.engine INFO: Epoch: [8] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.775937 loss_bbox: 0.139389 loss_giou: 0.579246 loss_class_aux: 2.410266 loss_bbox_aux: 0.461117 loss_giou_aux: 1.798630 loss_class_dn: 0.392906 loss_bbox_dn: 0.139237 loss_giou_dn: 0.462036 loss_class_aux_dn: 0.873054 loss_bbox_aux_dn: 0.360238 loss_giou_aux_dn: 1.104476 loss: 9.621281 eta: 27 days, 12:07:30 batch_cost: 0.7096 data_cost: 0.0788 ips: 11.2736 images/s
[08/19 06:34:42] ppdet.engine INFO: Epoch: [8] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.768208 loss_bbox: 0.133963 loss_giou: 0.557073 loss_class_aux: 2.395220 loss_bbox_aux: 0.442918 loss_giou_aux: 1.794998 loss_class_dn: 0.386765 loss_bbox_dn: 0.130841 loss_giou_dn: 0.453699 loss_class_aux_dn: 0.876441 loss_bbox_aux_dn: 0.346078 loss_giou_aux_dn: 1.083840 loss: 9.619639 eta: 27 days, 12:09:25 batch_cost: 0.8105 data_cost: 0.0344 ips: 9.8707 images/s
[08/19 06:37:13] ppdet.engine INFO: Epoch: [8] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.760566 loss_bbox: 0.135287 loss_giou: 0.549058 loss_class_aux: 2.393296 loss_bbox_aux: 0.453556 loss_giou_aux: 1.752756 loss_class_dn: 0.378533 loss_bbox_dn: 0.136421 loss_giou_dn: 0.446857 loss_class_aux_dn: 0.849615 loss_bbox_aux_dn: 0.365948 loss_giou_aux_dn: 1.060849 loss: 9.404015 eta: 27 days, 12:08:00 batch_cost: 0.7149 data_cost: 0.0192 ips: 11.1910 images/s
[08/19 06:39:51] ppdet.engine INFO: Epoch: [8] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.739595 loss_bbox: 0.137194 loss_giou: 0.575246 loss_class_aux: 2.330569 loss_bbox_aux: 0.460442 loss_giou_aux: 1.842118 loss_class_dn: 0.379150 loss_bbox_dn: 0.135965 loss_giou_dn: 0.457870 loss_class_aux_dn: 0.832997 loss_bbox_aux_dn: 0.352527 loss_giou_aux_dn: 1.093398 loss: 9.473902 eta: 27 days, 12:07:42 batch_cost: 0.7466 data_cost: 0.0267 ips: 10.7147 images/s
[08/19 06:42:17] ppdet.engine INFO: Epoch: [8] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.780991 loss_bbox: 0.136848 loss_giou: 0.596652 loss_class_aux: 2.412199 loss_bbox_aux: 0.466758 loss_giou_aux: 1.883235 loss_class_dn: 0.378961 loss_bbox_dn: 0.145661 loss_giou_dn: 0.466481 loss_class_aux_dn: 0.854174 loss_bbox_aux_dn: 0.369561 loss_giou_aux_dn: 1.113586 loss: 9.769073 eta: 27 days, 12:05:18 batch_cost: 0.6860 data_cost: 0.0125 ips: 11.6624 images/s
[08/19 06:44:42] ppdet.engine INFO: Epoch: [8] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.743032 loss_bbox: 0.134857 loss_giou: 0.530458 loss_class_aux: 2.335011 loss_bbox_aux: 0.452262 loss_giou_aux: 1.685563 loss_class_dn: 0.364611 loss_bbox_dn: 0.131689 loss_giou_dn: 0.436796 loss_class_aux_dn: 0.798368 loss_bbox_aux_dn: 0.352860 loss_giou_aux_dn: 1.039495 loss: 9.225299 eta: 27 days, 12:02:52 batch_cost: 0.6853 data_cost: 0.0365 ips: 11.6732 images/s
[08/19 06:47:21] ppdet.engine INFO: Epoch: [8] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.778952 loss_bbox: 0.139813 loss_giou: 0.587414 loss_class_aux: 2.408618 loss_bbox_aux: 0.471033 loss_giou_aux: 1.865855 loss_class_dn: 0.391666 loss_bbox_dn: 0.136553 loss_giou_dn: 0.458470 loss_class_aux_dn: 0.866758 loss_bbox_aux_dn: 0.357666 loss_giou_aux_dn: 1.107410 loss: 9.672093 eta: 27 days, 12:02:40 batch_cost: 0.7498 data_cost: 0.0282 ips: 10.6696 images/s
[08/19 06:50:27] ppdet.engine INFO: Epoch: [8] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.775399 loss_bbox: 0.134135 loss_giou: 0.564492 loss_class_aux: 2.408394 loss_bbox_aux: 0.453699 loss_giou_aux: 1.787451 loss_class_dn: 0.379627 loss_bbox_dn: 0.137367 loss_giou_dn: 0.452197 loss_class_aux_dn: 0.852026 loss_bbox_aux_dn: 0.364598 loss_giou_aux_dn: 1.084251 loss: 9.540768 eta: 27 days, 12:07:16 batch_cost: 0.8896 data_cost: 0.1013 ips: 8.9923 images/s
[08/19 06:52:50] ppdet.engine INFO: Epoch: [8] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.770143 loss_bbox: 0.139696 loss_giou: 0.587822 loss_class_aux: 2.399677 loss_bbox_aux: 0.473051 loss_giou_aux: 1.853509 loss_class_dn: 0.381466 loss_bbox_dn: 0.136787 loss_giou_dn: 0.463141 loss_class_aux_dn: 0.850647 loss_bbox_aux_dn: 0.357392 loss_giou_aux_dn: 1.100369 loss: 9.599708 eta: 27 days, 12:04:26 batch_cost: 0.6735 data_cost: 0.0095 ips: 11.8777 images/s
[08/19 06:55:38] ppdet.engine INFO: Epoch: [8] [10000/54024] learning_rate: 0.000100 loss_class: 0.802786 loss_bbox: 0.141087 loss_giou: 0.600279 loss_class_aux: 2.506340 loss_bbox_aux: 0.470935 loss_giou_aux: 1.927585 loss_class_dn: 0.387533 loss_bbox_dn: 0.137087 loss_giou_dn: 0.475063 loss_class_aux_dn: 0.870199 loss_bbox_aux_dn: 0.359319 loss_giou_aux_dn: 1.127267 loss: 9.991096 eta: 27 days, 12:06:04 batch_cost: 0.8035 data_cost: 0.0116 ips: 9.9564 images/s
[08/19 06:58:18] ppdet.engine INFO: Epoch: [8] [10200/54024] learning_rate: 0.000100 loss_class: 0.769429 loss_bbox: 0.137779 loss_giou: 0.563467 loss_class_aux: 2.395301 loss_bbox_aux: 0.458879 loss_giou_aux: 1.818606 loss_class_dn: 0.381442 loss_bbox_dn: 0.144759 loss_giou_dn: 0.470108 loss_class_aux_dn: 0.846131 loss_bbox_aux_dn: 0.373574 loss_giou_aux_dn: 1.124821 loss: 9.748577 eta: 27 days, 12:05:56 batch_cost: 0.7522 data_cost: 0.0653 ips: 10.6359 images/s
[08/19 07:00:44] ppdet.engine INFO: Epoch: [8] [10400/54024] learning_rate: 0.000100 loss_class: 0.781500 loss_bbox: 0.142319 loss_giou: 0.587751 loss_class_aux: 2.480039 loss_bbox_aux: 0.479545 loss_giou_aux: 1.865584 loss_class_dn: 0.401266 loss_bbox_dn: 0.137704 loss_giou_dn: 0.471999 loss_class_aux_dn: 0.890692 loss_bbox_aux_dn: 0.359953 loss_giou_aux_dn: 1.132672 loss: 9.893436 eta: 27 days, 12:03:37 batch_cost: 0.6888 data_cost: 0.0388 ips: 11.6145 images/s
[08/19 07:03:04] ppdet.engine INFO: Epoch: [8] [10600/54024] learning_rate: 0.000100 loss_class: 0.779863 loss_bbox: 0.140533 loss_giou: 0.555844 loss_class_aux: 2.492290 loss_bbox_aux: 0.456913 loss_giou_aux: 1.778591 loss_class_dn: 0.377826 loss_bbox_dn: 0.140377 loss_giou_dn: 0.447643 loss_class_aux_dn: 0.844029 loss_bbox_aux_dn: 0.367209 loss_giou_aux_dn: 1.107608 loss: 9.558075 eta: 27 days, 12:00:06 batch_cost: 0.6537 data_cost: 0.0116 ips: 12.2382 images/s
[08/19 07:05:28] ppdet.engine INFO: Epoch: [8] [10800/54024] learning_rate: 0.000100 loss_class: 0.724932 loss_bbox: 0.135710 loss_giou: 0.527478 loss_class_aux: 2.261954 loss_bbox_aux: 0.454421 loss_giou_aux: 1.682490 loss_class_dn: 0.361711 loss_bbox_dn: 0.135747 loss_giou_dn: 0.434067 loss_class_aux_dn: 0.806111 loss_bbox_aux_dn: 0.351633 loss_giou_aux_dn: 1.032496 loss: 9.081495 eta: 27 days, 11:57:26 batch_cost: 0.6786 data_cost: 0.0639 ips: 11.7886 images/s
[08/19 07:07:59] ppdet.engine INFO: Epoch: [8] [11000/54024] learning_rate: 0.000100 loss_class: 0.746506 loss_bbox: 0.137722 loss_giou: 0.578814 loss_class_aux: 2.311918 loss_bbox_aux: 0.451969 loss_giou_aux: 1.847239 loss_class_dn: 0.371263 loss_bbox_dn: 0.131096 loss_giou_dn: 0.461907 loss_class_aux_dn: 0.836851 loss_bbox_aux_dn: 0.346889 loss_giou_aux_dn: 1.098951 loss: 9.438088 eta: 27 days, 11:55:54 batch_cost: 0.7117 data_cost: 0.0621 ips: 11.2413 images/s
[08/19 07:10:47] ppdet.engine INFO: Epoch: [8] [11200/54024] learning_rate: 0.000100 loss_class: 0.730430 loss_bbox: 0.138526 loss_giou: 0.581492 loss_class_aux: 2.369885 loss_bbox_aux: 0.458068 loss_giou_aux: 1.861627 loss_class_dn: 0.379015 loss_bbox_dn: 0.131657 loss_giou_dn: 0.467667 loss_class_aux_dn: 0.847560 loss_bbox_aux_dn: 0.347469 loss_giou_aux_dn: 1.125645 loss: 9.593233 eta: 27 days, 11:57:19 batch_cost: 0.7979 data_cost: 0.0637 ips: 10.0266 images/s
[08/19 07:13:34] ppdet.engine INFO: Epoch: [8] [11400/54024] learning_rate: 0.000100 loss_class: 0.768622 loss_bbox: 0.131513 loss_giou: 0.539046 loss_class_aux: 2.392345 loss_bbox_aux: 0.438714 loss_giou_aux: 1.712570 loss_class_dn: 0.370654 loss_bbox_dn: 0.132186 loss_giou_dn: 0.430041 loss_class_aux_dn: 0.830513 loss_bbox_aux_dn: 0.341028 loss_giou_aux_dn: 1.035459 loss: 9.189995 eta: 27 days, 11:58:40 batch_cost: 0.7959 data_cost: 0.0629 ips: 10.0520 images/s
[08/19 07:16:21] ppdet.engine INFO: Epoch: [8] [11600/54024] learning_rate: 0.000100 loss_class: 0.748826 loss_bbox: 0.140451 loss_giou: 0.575987 loss_class_aux: 2.342824 loss_bbox_aux: 0.470925 loss_giou_aux: 1.848176 loss_class_dn: 0.379755 loss_bbox_dn: 0.129336 loss_giou_dn: 0.464103 loss_class_aux_dn: 0.840401 loss_bbox_aux_dn: 0.339915 loss_giou_aux_dn: 1.115395 loss: 9.577502 eta: 27 days, 11:59:47 batch_cost: 0.7892 data_cost: 0.0672 ips: 10.1365 images/s
[08/19 07:18:59] ppdet.engine INFO: Epoch: [8] [11800/54024] learning_rate: 0.000100 loss_class: 0.771863 loss_bbox: 0.133744 loss_giou: 0.568488 loss_class_aux: 2.406219 loss_bbox_aux: 0.454503 loss_giou_aux: 1.811047 loss_class_dn: 0.373781 loss_bbox_dn: 0.132178 loss_giou_dn: 0.451617 loss_class_aux_dn: 0.832827 loss_bbox_aux_dn: 0.344983 loss_giou_aux_dn: 1.097766 loss: 9.512256 eta: 27 days, 11:59:32 batch_cost: 0.7496 data_cost: 0.0311 ips: 10.6730 images/s
[08/19 07:21:29] ppdet.engine INFO: Epoch: [8] [12000/54024] learning_rate: 0.000100 loss_class: 0.755331 loss_bbox: 0.134081 loss_giou: 0.577155 loss_class_aux: 2.329180 loss_bbox_aux: 0.447518 loss_giou_aux: 1.912267 loss_class_dn: 0.388933 loss_bbox_dn: 0.133307 loss_giou_dn: 0.472873 loss_class_aux_dn: 0.862500 loss_bbox_aux_dn: 0.344562 loss_giou_aux_dn: 1.127517 loss: 9.826000 eta: 27 days, 11:57:51 batch_cost: 0.7073 data_cost: 0.0222 ips: 11.3100 images/s
[08/19 07:23:42] ppdet.engine INFO: Epoch: [8] [12200/54024] learning_rate: 0.000100 loss_class: 0.777233 loss_bbox: 0.136561 loss_giou: 0.588154 loss_class_aux: 2.416825 loss_bbox_aux: 0.455194 loss_giou_aux: 1.893933 loss_class_dn: 0.388337 loss_bbox_dn: 0.129363 loss_giou_dn: 0.466219 loss_class_aux_dn: 0.862585 loss_bbox_aux_dn: 0.342073 loss_giou_aux_dn: 1.117793 loss: 9.758933 eta: 27 days, 11:53:19 batch_cost: 0.6244 data_cost: 0.0137 ips: 12.8129 images/s
[08/19 07:26:07] ppdet.engine INFO: Epoch: [8] [12400/54024] learning_rate: 0.000100 loss_class: 0.736056 loss_bbox: 0.130162 loss_giou: 0.556775 loss_class_aux: 2.293836 loss_bbox_aux: 0.434770 loss_giou_aux: 1.752391 loss_class_dn: 0.375818 loss_bbox_dn: 0.138711 loss_giou_dn: 0.445834 loss_class_aux_dn: 0.835460 loss_bbox_aux_dn: 0.355102 loss_giou_aux_dn: 1.060252 loss: 9.309102 eta: 27 days, 11:50:43 batch_cost: 0.6806 data_cost: 0.0253 ips: 11.7535 images/s
[08/19 07:28:53] ppdet.engine INFO: Epoch: [8] [12600/54024] learning_rate: 0.000100 loss_class: 0.749041 loss_bbox: 0.134064 loss_giou: 0.561280 loss_class_aux: 2.344916 loss_bbox_aux: 0.454024 loss_giou_aux: 1.793408 loss_class_dn: 0.363121 loss_bbox_dn: 0.132600 loss_giou_dn: 0.449029 loss_class_aux_dn: 0.801367 loss_bbox_aux_dn: 0.340352 loss_giou_aux_dn: 1.057880 loss: 9.081285 eta: 27 days, 11:51:53 batch_cost: 0.7909 data_cost: 0.0234 ips: 10.1152 images/s
[08/19 07:31:50] ppdet.engine INFO: Epoch: [8] [12800/54024] learning_rate: 0.000100 loss_class: 0.764939 loss_bbox: 0.136909 loss_giou: 0.544391 loss_class_aux: 2.393538 loss_bbox_aux: 0.462764 loss_giou_aux: 1.740757 loss_class_dn: 0.376836 loss_bbox_dn: 0.131626 loss_giou_dn: 0.459201 loss_class_aux_dn: 0.835052 loss_bbox_aux_dn: 0.350311 loss_giou_aux_dn: 1.091507 loss: 9.434647 eta: 27 days, 11:54:44 batch_cost: 0.8406 data_cost: 0.0086 ips: 9.5166 images/s
[08/19 07:34:18] ppdet.engine INFO: Epoch: [8] [13000/54024] learning_rate: 0.000100 loss_class: 0.740777 loss_bbox: 0.126253 loss_giou: 0.510357 loss_class_aux: 2.333470 loss_bbox_aux: 0.432188 loss_giou_aux: 1.630632 loss_class_dn: 0.359250 loss_bbox_dn: 0.125066 loss_giou_dn: 0.427443 loss_class_aux_dn: 0.800936 loss_bbox_aux_dn: 0.328308 loss_giou_aux_dn: 1.023951 loss: 9.062321 eta: 27 days, 11:52:41 batch_cost: 0.6971 data_cost: 0.0030 ips: 11.4762 images/s
[08/19 07:36:39] ppdet.engine INFO: Epoch: [8] [13200/54024] learning_rate: 0.000100 loss_class: 0.762950 loss_bbox: 0.127420 loss_giou: 0.550103 loss_class_aux: 2.377948 loss_bbox_aux: 0.423042 loss_giou_aux: 1.728967 loss_class_dn: 0.368124 loss_bbox_dn: 0.134254 loss_giou_dn: 0.441801 loss_class_aux_dn: 0.824124 loss_bbox_aux_dn: 0.363384 loss_giou_aux_dn: 1.054302 loss: 9.152375 eta: 27 days, 11:49:27 batch_cost: 0.6621 data_cost: 0.0255 ips: 12.0821 images/s
[08/19 07:39:11] ppdet.engine INFO: Epoch: [8] [13400/54024] learning_rate: 0.000100 loss_class: 0.768587 loss_bbox: 0.131475 loss_giou: 0.582649 loss_class_aux: 2.399975 loss_bbox_aux: 0.444217 loss_giou_aux: 1.863916 loss_class_dn: 0.393190 loss_bbox_dn: 0.131038 loss_giou_dn: 0.468857 loss_class_aux_dn: 0.867592 loss_bbox_aux_dn: 0.355888 loss_giou_aux_dn: 1.113594 loss: 9.699686 eta: 27 days, 11:48:03 batch_cost: 0.7161 data_cost: 0.0327 ips: 11.1709 images/s
[08/19 07:41:31] ppdet.engine INFO: Epoch: [8] [13600/54024] learning_rate: 0.000100 loss_class: 0.781443 loss_bbox: 0.142178 loss_giou: 0.605676 loss_class_aux: 2.429893 loss_bbox_aux: 0.471256 loss_giou_aux: 1.890027 loss_class_dn: 0.395807 loss_bbox_dn: 0.143692 loss_giou_dn: 0.482890 loss_class_aux_dn: 0.874906 loss_bbox_aux_dn: 0.367232 loss_giou_aux_dn: 1.135869 loss: 9.957001 eta: 27 days, 11:44:40 batch_cost: 0.6579 data_cost: 0.0415 ips: 12.1591 images/s
[08/19 07:44:23] ppdet.engine INFO: Epoch: [8] [13800/54024] learning_rate: 0.000100 loss_class: 0.720589 loss_bbox: 0.123046 loss_giou: 0.516340 loss_class_aux: 2.261415 loss_bbox_aux: 0.422110 loss_giou_aux: 1.640603 loss_class_dn: 0.353284 loss_bbox_dn: 0.128611 loss_giou_dn: 0.414007 loss_class_aux_dn: 0.787157 loss_bbox_aux_dn: 0.339217 loss_giou_aux_dn: 0.980811 loss: 8.768339 eta: 27 days, 11:46:44 batch_cost: 0.8182 data_cost: 0.0432 ips: 9.7777 images/s
[08/19 07:46:55] ppdet.engine INFO: Epoch: [8] [14000/54024] learning_rate: 0.000100 loss_class: 0.772685 loss_bbox: 0.131720 loss_giou: 0.558072 loss_class_aux: 2.412806 loss_bbox_aux: 0.447667 loss_giou_aux: 1.778260 loss_class_dn: 0.378098 loss_bbox_dn: 0.134776 loss_giou_dn: 0.451724 loss_class_aux_dn: 0.842508 loss_bbox_aux_dn: 0.344434 loss_giou_aux_dn: 1.066112 loss: 9.346682 eta: 27 days, 11:45:28 batch_cost: 0.7199 data_cost: 0.0229 ips: 11.1130 images/s
[08/19 07:49:09] ppdet.engine INFO: Epoch: [8] [14200/54024] learning_rate: 0.000100 loss_class: 0.744943 loss_bbox: 0.135962 loss_giou: 0.560902 loss_class_aux: 2.317313 loss_bbox_aux: 0.456923 loss_giou_aux: 1.810962 loss_class_dn: 0.366440 loss_bbox_dn: 0.130609 loss_giou_dn: 0.444675 loss_class_aux_dn: 0.827717 loss_bbox_aux_dn: 0.345910 loss_giou_aux_dn: 1.081007 loss: 9.343011 eta: 27 days, 11:40:58 batch_cost: 0.6251 data_cost: 0.0056 ips: 12.7985 images/s
[08/19 07:51:29] ppdet.engine INFO: Epoch: [8] [14400/54024] learning_rate: 0.000100 loss_class: 0.769945 loss_bbox: 0.133199 loss_giou: 0.562977 loss_class_aux: 2.414237 loss_bbox_aux: 0.450956 loss_giou_aux: 1.781927 loss_class_dn: 0.379322 loss_bbox_dn: 0.134602 loss_giou_dn: 0.454622 loss_class_aux_dn: 0.843308 loss_bbox_aux_dn: 0.351619 loss_giou_aux_dn: 1.091447 loss: 9.481208 eta: 27 days, 11:37:23 batch_cost: 0.6516 data_cost: 0.0287 ips: 12.2775 images/s
[08/19 07:53:50] ppdet.engine INFO: Epoch: [8] [14600/54024] learning_rate: 0.000100 loss_class: 0.748872 loss_bbox: 0.134573 loss_giou: 0.560018 loss_class_aux: 2.333935 loss_bbox_aux: 0.456438 loss_giou_aux: 1.766721 loss_class_dn: 0.383480 loss_bbox_dn: 0.131570 loss_giou_dn: 0.453357 loss_class_aux_dn: 0.849763 loss_bbox_aux_dn: 0.347968 loss_giou_aux_dn: 1.090918 loss: 9.460731 eta: 27 days, 11:34:13 batch_cost: 0.6641 data_cost: 0.0129 ips: 12.0464 images/s
[08/19 07:56:13] ppdet.engine INFO: Epoch: [8] [14800/54024] learning_rate: 0.000100 loss_class: 0.759430 loss_bbox: 0.131278 loss_giou: 0.580131 loss_class_aux: 2.400091 loss_bbox_aux: 0.453907 loss_giou_aux: 1.843529 loss_class_dn: 0.383224 loss_bbox_dn: 0.139490 loss_giou_dn: 0.469044 loss_class_aux_dn: 0.848857 loss_bbox_aux_dn: 0.373218 loss_giou_aux_dn: 1.108973 loss: 9.574786 eta: 27 days, 11:31:21 batch_cost: 0.6730 data_cost: 0.0499 ips: 11.8864 images/s
[08/19 07:59:12] ppdet.engine INFO: Epoch: [8] [15000/54024] learning_rate: 0.000100 loss_class: 0.745305 loss_bbox: 0.134625 loss_giou: 0.568542 loss_class_aux: 2.350139 loss_bbox_aux: 0.456714 loss_giou_aux: 1.809163 loss_class_dn: 0.372647 loss_bbox_dn: 0.133675 loss_giou_dn: 0.457191 loss_class_aux_dn: 0.830869 loss_bbox_aux_dn: 0.353883 loss_giou_aux_dn: 1.087682 loss: 9.463689 eta: 27 days, 11:34:33 batch_cost: 0.8519 data_cost: 0.0871 ips: 9.3910 images/s
[08/19 08:01:59] ppdet.engine INFO: Epoch: [8] [15200/54024] learning_rate: 0.000100 loss_class: 0.760285 loss_bbox: 0.137531 loss_giou: 0.587222 loss_class_aux: 2.361092 loss_bbox_aux: 0.460376 loss_giou_aux: 1.836161 loss_class_dn: 0.372975 loss_bbox_dn: 0.145025 loss_giou_dn: 0.463444 loss_class_aux_dn: 0.831095 loss_bbox_aux_dn: 0.361895 loss_giou_aux_dn: 1.096596 loss: 9.456434 eta: 27 days, 11:35:41 batch_cost: 0.7916 data_cost: 0.0560 ips: 10.1060 images/s
[08/19 08:04:13] ppdet.engine INFO: Epoch: [8] [15400/54024] learning_rate: 0.000100 loss_class: 0.743949 loss_bbox: 0.131869 loss_giou: 0.526352 loss_class_aux: 2.314519 loss_bbox_aux: 0.450103 loss_giou_aux: 1.688945 loss_class_dn: 0.362886 loss_bbox_dn: 0.136405 loss_giou_dn: 0.424376 loss_class_aux_dn: 0.816088 loss_bbox_aux_dn: 0.361199 loss_giou_aux_dn: 1.014659 loss: 9.022558 eta: 27 days, 11:31:19 batch_cost: 0.6284 data_cost: 0.0008 ips: 12.7314 images/s
[08/19 08:06:45] ppdet.engine INFO: Epoch: [8] [15600/54024] learning_rate: 0.000100 loss_class: 0.746696 loss_bbox: 0.136409 loss_giou: 0.544828 loss_class_aux: 2.336162 loss_bbox_aux: 0.435885 loss_giou_aux: 1.748671 loss_class_dn: 0.368462 loss_bbox_dn: 0.140617 loss_giou_dn: 0.452375 loss_class_aux_dn: 0.821741 loss_bbox_aux_dn: 0.364603 loss_giou_aux_dn: 1.084252 loss: 9.321211 eta: 27 days, 11:29:57 batch_cost: 0.7176 data_cost: 0.0280 ips: 11.1488 images/s
[08/19 08:09:25] ppdet.engine INFO: Epoch: [8] [15800/54024] learning_rate: 0.000100 loss_class: 0.771773 loss_bbox: 0.137670 loss_giou: 0.566239 loss_class_aux: 2.429301 loss_bbox_aux: 0.459240 loss_giou_aux: 1.803014 loss_class_dn: 0.387965 loss_bbox_dn: 0.141367 loss_giou_dn: 0.466843 loss_class_aux_dn: 0.864516 loss_bbox_aux_dn: 0.367000 loss_giou_aux_dn: 1.113270 loss: 9.689294 eta: 27 days, 11:29:55 batch_cost: 0.7566 data_cost: 0.0583 ips: 10.5738 images/s
[08/19 08:11:43] ppdet.engine INFO: Epoch: [8] [16000/54024] learning_rate: 0.000100 loss_class: 0.786903 loss_bbox: 0.134031 loss_giou: 0.568232 loss_class_aux: 2.414400 loss_bbox_aux: 0.452575 loss_giou_aux: 1.827998 loss_class_dn: 0.380871 loss_bbox_dn: 0.136981 loss_giou_dn: 0.458685 loss_class_aux_dn: 0.854501 loss_bbox_aux_dn: 0.359301 loss_giou_aux_dn: 1.093692 loss: 9.545792 eta: 27 days, 11:25:57 batch_cost: 0.6407 data_cost: 0.0144 ips: 12.4867 images/s
[08/19 08:14:01] ppdet.engine INFO: Epoch: [8] [16200/54024] learning_rate: 0.000100 loss_class: 0.772917 loss_bbox: 0.135747 loss_giou: 0.580472 loss_class_aux: 2.422699 loss_bbox_aux: 0.463844 loss_giou_aux: 1.869301 loss_class_dn: 0.382460 loss_bbox_dn: 0.136151 loss_giou_dn: 0.458078 loss_class_aux_dn: 0.872111 loss_bbox_aux_dn: 0.348671 loss_giou_aux_dn: 1.098295 loss: 9.498997 eta: 27 days, 11:22:11 batch_cost: 0.6463 data_cost: 0.0008 ips: 12.3777 images/s
[08/19 08:16:29] ppdet.engine INFO: Epoch: [8] [16400/54024] learning_rate: 0.000100 loss_class: 0.740193 loss_bbox: 0.137424 loss_giou: 0.567926 loss_class_aux: 2.333801 loss_bbox_aux: 0.460629 loss_giou_aux: 1.828751 loss_class_dn: 0.382919 loss_bbox_dn: 0.136313 loss_giou_dn: 0.458130 loss_class_aux_dn: 0.863181 loss_bbox_aux_dn: 0.355388 loss_giou_aux_dn: 1.116119 loss: 9.573443 eta: 27 days, 11:20:16 batch_cost: 0.7007 data_cost: 0.0013 ips: 11.4168 images/s
[08/19 08:18:52] ppdet.engine INFO: Epoch: [8] [16600/54024] learning_rate: 0.000100 loss_class: 0.754214 loss_bbox: 0.134854 loss_giou: 0.558856 loss_class_aux: 2.368357 loss_bbox_aux: 0.458676 loss_giou_aux: 1.738010 loss_class_dn: 0.373036 loss_bbox_dn: 0.139048 loss_giou_dn: 0.437375 loss_class_aux_dn: 0.835564 loss_bbox_aux_dn: 0.366643 loss_giou_aux_dn: 1.068376 loss: 9.284751 eta: 27 days, 11:17:19 batch_cost: 0.6706 data_cost: 0.0576 ips: 11.9304 images/s
[08/19 08:21:07] ppdet.engine INFO: Epoch: [8] [16800/54024] learning_rate: 0.000100 loss_class: 0.761674 loss_bbox: 0.129336 loss_giou: 0.535019 loss_class_aux: 2.376647 loss_bbox_aux: 0.438969 loss_giou_aux: 1.701636 loss_class_dn: 0.365381 loss_bbox_dn: 0.133141 loss_giou_dn: 0.435192 loss_class_aux_dn: 0.825583 loss_bbox_aux_dn: 0.353213 loss_giou_aux_dn: 1.034812 loss: 9.243263 eta: 27 days, 11:13:06 batch_cost: 0.6329 data_cost: 0.0103 ips: 12.6393 images/s
[08/19 08:24:47] ppdet.engine INFO: Epoch: [8] [17000/54024] learning_rate: 0.000100 loss_class: 0.740894 loss_bbox: 0.136197 loss_giou: 0.582362 loss_class_aux: 2.328323 loss_bbox_aux: 0.466423 loss_giou_aux: 1.867686 loss_class_dn: 0.369995 loss_bbox_dn: 0.136057 loss_giou_dn: 0.459152 loss_class_aux_dn: 0.827913 loss_bbox_aux_dn: 0.354445 loss_giou_aux_dn: 1.097810 loss: 9.418912 eta: 27 days, 11:23:11 batch_cost: 1.0579 data_cost: 0.0324 ips: 7.5620 images/s
[08/19 08:27:20] ppdet.engine INFO: Epoch: [8] [17200/54024] learning_rate: 0.000100 loss_class: 0.793692 loss_bbox: 0.148141 loss_giou: 0.611167 loss_class_aux: 2.518886 loss_bbox_aux: 0.495662 loss_giou_aux: 1.907394 loss_class_dn: 0.400083 loss_bbox_dn: 0.149991 loss_giou_dn: 0.479465 loss_class_aux_dn: 0.869570 loss_bbox_aux_dn: 0.381197 loss_giou_aux_dn: 1.142087 loss: 9.922776 eta: 27 days, 11:21:59 batch_cost: 0.7227 data_cost: 0.0076 ips: 11.0691 images/s
[08/19 08:30:12] ppdet.engine INFO: Epoch: [8] [17400/54024] learning_rate: 0.000100 loss_class: 0.750333 loss_bbox: 0.137370 loss_giou: 0.526689 loss_class_aux: 2.334181 loss_bbox_aux: 0.469837 loss_giou_aux: 1.679097 loss_class_dn: 0.370051 loss_bbox_dn: 0.137617 loss_giou_dn: 0.433312 loss_class_aux_dn: 0.821358 loss_bbox_aux_dn: 0.355872 loss_giou_aux_dn: 1.034551 loss: 9.228752 eta: 27 days, 11:24:03 batch_cost: 0.8200 data_cost: 0.0480 ips: 9.7566 images/s
[08/19 08:32:47] ppdet.engine INFO: Epoch: [8] [17600/54024] learning_rate: 0.000100 loss_class: 0.756843 loss_bbox: 0.133899 loss_giou: 0.597951 loss_class_aux: 2.374503 loss_bbox_aux: 0.457309 loss_giou_aux: 1.905110 loss_class_dn: 0.393086 loss_bbox_dn: 0.131010 loss_giou_dn: 0.496002 loss_class_aux_dn: 0.879627 loss_bbox_aux_dn: 0.351423 loss_giou_aux_dn: 1.155212 loss: 9.819924 eta: 27 days, 11:23:08 batch_cost: 0.7311 data_cost: 0.0414 ips: 10.9418 images/s
[08/19 08:35:28] ppdet.engine INFO: Epoch: [8] [17800/54024] learning_rate: 0.000100 loss_class: 0.749041 loss_bbox: 0.136084 loss_giou: 0.555928 loss_class_aux: 2.365191 loss_bbox_aux: 0.452962 loss_giou_aux: 1.778758 loss_class_dn: 0.373908 loss_bbox_dn: 0.137609 loss_giou_dn: 0.451702 loss_class_aux_dn: 0.840905 loss_bbox_aux_dn: 0.362116 loss_giou_aux_dn: 1.078068 loss: 9.468202 eta: 27 days, 11:23:13 batch_cost: 0.7614 data_cost: 0.0046 ips: 10.5067 images/s
[08/19 08:38:47] ppdet.engine INFO: Epoch: [8] [18000/54024] learning_rate: 0.000100 loss_class: 0.763678 loss_bbox: 0.129902 loss_giou: 0.542084 loss_class_aux: 2.376723 loss_bbox_aux: 0.444322 loss_giou_aux: 1.739496 loss_class_dn: 0.378730 loss_bbox_dn: 0.135750 loss_giou_dn: 0.437387 loss_class_aux_dn: 0.832095 loss_bbox_aux_dn: 0.355292 loss_giou_aux_dn: 1.057906 loss: 9.641485 eta: 27 days, 11:29:44 batch_cost: 0.9534 data_cost: 0.1029 ips: 8.3907 images/s
[08/19 08:41:43] ppdet.engine INFO: Epoch: [8] [18200/54024] learning_rate: 0.000100 loss_class: 0.748533 loss_bbox: 0.136533 loss_giou: 0.569793 loss_class_aux: 2.342790 loss_bbox_aux: 0.459631 loss_giou_aux: 1.781660 loss_class_dn: 0.367924 loss_bbox_dn: 0.133908 loss_giou_dn: 0.452495 loss_class_aux_dn: 0.818179 loss_bbox_aux_dn: 0.347854 loss_giou_aux_dn: 1.071798 loss: 9.117872 eta: 27 days, 11:32:28 batch_cost: 0.8403 data_cost: 0.1366 ips: 9.5210 images/s
[08/19 08:44:09] ppdet.engine INFO: Epoch: [8] [18400/54024] learning_rate: 0.000100 loss_class: 0.761109 loss_bbox: 0.132335 loss_giou: 0.574682 loss_class_aux: 2.399506 loss_bbox_aux: 0.431809 loss_giou_aux: 1.810453 loss_class_dn: 0.371300 loss_bbox_dn: 0.134024 loss_giou_dn: 0.444907 loss_class_aux_dn: 0.828945 loss_bbox_aux_dn: 0.350540 loss_giou_aux_dn: 1.074376 loss: 9.529327 eta: 27 days, 11:29:59 batch_cost: 0.6850 data_cost: 0.0214 ips: 11.6782 images/s
[08/19 08:46:57] ppdet.engine INFO: Epoch: [8] [18600/54024] learning_rate: 0.000100 loss_class: 0.777421 loss_bbox: 0.140786 loss_giou: 0.576672 loss_class_aux: 2.458957 loss_bbox_aux: 0.473982 loss_giou_aux: 1.839292 loss_class_dn: 0.389659 loss_bbox_dn: 0.143907 loss_giou_dn: 0.463650 loss_class_aux_dn: 0.873596 loss_bbox_aux_dn: 0.379519 loss_giou_aux_dn: 1.110987 loss: 9.734469 eta: 27 days, 11:31:11 batch_cost: 0.7949 data_cost: 0.0307 ips: 10.0644 images/s
[08/19 08:50:04] ppdet.engine INFO: Epoch: [8] [18800/54024] learning_rate: 0.000100 loss_class: 0.750589 loss_bbox: 0.132507 loss_giou: 0.540700 loss_class_aux: 2.335714 loss_bbox_aux: 0.443015 loss_giou_aux: 1.720183 loss_class_dn: 0.374637 loss_bbox_dn: 0.134504 loss_giou_dn: 0.436697 loss_class_aux_dn: 0.832208 loss_bbox_aux_dn: 0.355592 loss_giou_aux_dn: 1.044310 loss: 9.373387 eta: 27 days, 11:35:44 batch_cost: 0.8957 data_cost: 0.0422 ips: 8.9315 images/s
[08/19 08:52:27] ppdet.engine INFO: Epoch: [8] [19000/54024] learning_rate: 0.000100 loss_class: 0.756357 loss_bbox: 0.133549 loss_giou: 0.552003 loss_class_aux: 2.338546 loss_bbox_aux: 0.451884 loss_giou_aux: 1.761897 loss_class_dn: 0.389595 loss_bbox_dn: 0.134275 loss_giou_dn: 0.449295 loss_class_aux_dn: 0.858357 loss_bbox_aux_dn: 0.353281 loss_giou_aux_dn: 1.083435 loss: 9.532902 eta: 27 days, 11:32:32 batch_cost: 0.6636 data_cost: 0.0151 ips: 12.0563 images/s
[08/19 08:54:57] ppdet.engine INFO: Epoch: [8] [19200/54024] learning_rate: 0.000100 loss_class: 0.758682 loss_bbox: 0.128643 loss_giou: 0.540914 loss_class_aux: 2.388731 loss_bbox_aux: 0.445661 loss_giou_aux: 1.757524 loss_class_dn: 0.385103 loss_bbox_dn: 0.136988 loss_giou_dn: 0.437232 loss_class_aux_dn: 0.847486 loss_bbox_aux_dn: 0.359844 loss_giou_aux_dn: 1.067166 loss: 9.446763 eta: 27 days, 11:30:49 batch_cost: 0.7077 data_cost: 0.0143 ips: 11.3042 images/s
[08/19 08:57:31] ppdet.engine INFO: Epoch: [8] [19400/54024] learning_rate: 0.000100 loss_class: 0.790933 loss_bbox: 0.138399 loss_giou: 0.551343 loss_class_aux: 2.461219 loss_bbox_aux: 0.464780 loss_giou_aux: 1.807918 loss_class_dn: 0.373829 loss_bbox_dn: 0.140596 loss_giou_dn: 0.443288 loss_class_aux_dn: 0.841784 loss_bbox_aux_dn: 0.359367 loss_giou_aux_dn: 1.044173 loss: 9.596825 eta: 27 days, 11:29:33 batch_cost: 0.7219 data_cost: 0.0207 ips: 11.0815 images/s
[08/19 09:00:01] ppdet.engine INFO: Epoch: [8] [19600/54024] learning_rate: 0.000100 loss_class: 0.748981 loss_bbox: 0.133569 loss_giou: 0.561460 loss_class_aux: 2.345590 loss_bbox_aux: 0.457887 loss_giou_aux: 1.808419 loss_class_dn: 0.380586 loss_bbox_dn: 0.139620 loss_giou_dn: 0.452396 loss_class_aux_dn: 0.843981 loss_bbox_aux_dn: 0.357154 loss_giou_aux_dn: 1.074920 loss: 9.472878 eta: 27 days, 11:27:50 batch_cost: 0.7078 data_cost: 0.0687 ips: 11.3025 images/s
[08/19 09:02:16] ppdet.engine INFO: Epoch: [8] [19800/54024] learning_rate: 0.000100 loss_class: 0.759255 loss_bbox: 0.134089 loss_giou: 0.589454 loss_class_aux: 2.404483 loss_bbox_aux: 0.463091 loss_giou_aux: 1.914970 loss_class_dn: 0.375328 loss_bbox_dn: 0.133266 loss_giou_dn: 0.467160 loss_class_aux_dn: 0.840916 loss_bbox_aux_dn: 0.349475 loss_giou_aux_dn: 1.119045 loss: 9.596208 eta: 27 days, 11:23:31 batch_cost: 0.6301 data_cost: 0.0079 ips: 12.6959 images/s
[08/19 09:04:38] ppdet.engine INFO: Epoch: [8] [20000/54024] learning_rate: 0.000100 loss_class: 0.737987 loss_bbox: 0.137266 loss_giou: 0.544861 loss_class_aux: 2.336956 loss_bbox_aux: 0.453642 loss_giou_aux: 1.703951 loss_class_dn: 0.371816 loss_bbox_dn: 0.139321 loss_giou_dn: 0.438880 loss_class_aux_dn: 0.835744 loss_bbox_aux_dn: 0.353619 loss_giou_aux_dn: 1.042246 loss: 9.301798 eta: 27 days, 11:20:20 batch_cost: 0.6642 data_cost: 0.0188 ips: 12.0447 images/s
[08/19 09:07:17] ppdet.engine INFO: Epoch: [8] [20200/54024] learning_rate: 0.000100 loss_class: 0.775045 loss_bbox: 0.137560 loss_giou: 0.607704 loss_class_aux: 2.398784 loss_bbox_aux: 0.463926 loss_giou_aux: 1.930989 loss_class_dn: 0.391599 loss_bbox_dn: 0.134602 loss_giou_dn: 0.472412 loss_class_aux_dn: 0.861362 loss_bbox_aux_dn: 0.344721 loss_giou_aux_dn: 1.144221 loss: 9.859048 eta: 27 days, 11:20:06 batch_cost: 0.7525 data_cost: 0.0424 ips: 10.6319 images/s
[08/19 09:09:28] ppdet.engine INFO: Epoch: [8] [20400/54024] learning_rate: 0.000100 loss_class: 0.775889 loss_bbox: 0.136388 loss_giou: 0.555336 loss_class_aux: 2.420962 loss_bbox_aux: 0.458267 loss_giou_aux: 1.773388 loss_class_dn: 0.374301 loss_bbox_dn: 0.137608 loss_giou_dn: 0.447677 loss_class_aux_dn: 0.836461 loss_bbox_aux_dn: 0.358594 loss_giou_aux_dn: 1.075914 loss: 9.515123 eta: 27 days, 11:15:16 batch_cost: 0.6144 data_cost: 0.0260 ips: 13.0212 images/s
[08/19 09:12:02] ppdet.engine INFO: Epoch: [8] [20600/54024] learning_rate: 0.000100 loss_class: 0.765272 loss_bbox: 0.135449 loss_giou: 0.579768 loss_class_aux: 2.418712 loss_bbox_aux: 0.444201 loss_giou_aux: 1.825529 loss_class_dn: 0.376263 loss_bbox_dn: 0.137724 loss_giou_dn: 0.449588 loss_class_aux_dn: 0.828504 loss_bbox_aux_dn: 0.365615 loss_giou_aux_dn: 1.077133 loss: 9.517674 eta: 27 days, 11:14:09 batch_cost: 0.7263 data_cost: 0.0258 ips: 11.0148 images/s
[08/19 09:14:24] ppdet.engine INFO: Epoch: [8] [20800/54024] learning_rate: 0.000100 loss_class: 0.758177 loss_bbox: 0.138371 loss_giou: 0.593542 loss_class_aux: 2.383416 loss_bbox_aux: 0.474175 loss_giou_aux: 1.873696 loss_class_dn: 0.376186 loss_bbox_dn: 0.140251 loss_giou_dn: 0.447690 loss_class_aux_dn: 0.846565 loss_bbox_aux_dn: 0.352193 loss_giou_aux_dn: 1.068605 loss: 9.498784 eta: 27 days, 11:10:47 batch_cost: 0.6583 data_cost: 0.0228 ips: 12.1518 images/s
[08/19 09:16:57] ppdet.engine INFO: Epoch: [8] [21000/54024] learning_rate: 0.000100 loss_class: 0.777676 loss_bbox: 0.133262 loss_giou: 0.569395 loss_class_aux: 2.424032 loss_bbox_aux: 0.451577 loss_giou_aux: 1.808067 loss_class_dn: 0.381205 loss_bbox_dn: 0.133077 loss_giou_dn: 0.444784 loss_class_aux_dn: 0.844857 loss_bbox_aux_dn: 0.344951 loss_giou_aux_dn: 1.076293 loss: 9.618419 eta: 27 days, 11:09:30 batch_cost: 0.7215 data_cost: 0.0224 ips: 11.0879 images/s
[08/19 09:19:20] ppdet.engine INFO: Epoch: [8] [21200/54024] learning_rate: 0.000100 loss_class: 0.767316 loss_bbox: 0.141324 loss_giou: 0.576686 loss_class_aux: 2.385596 loss_bbox_aux: 0.467618 loss_giou_aux: 1.852231 loss_class_dn: 0.379023 loss_bbox_dn: 0.143205 loss_giou_dn: 0.462566 loss_class_aux_dn: 0.845059 loss_bbox_aux_dn: 0.366133 loss_giou_aux_dn: 1.105891 loss: 9.571198 eta: 27 days, 11:06:33 batch_cost: 0.6708 data_cost: 0.0541 ips: 11.9259 images/s
[08/19 09:21:43] ppdet.engine INFO: Epoch: [8] [21400/54024] learning_rate: 0.000100 loss_class: 0.740217 loss_bbox: 0.140396 loss_giou: 0.576609 loss_class_aux: 2.327449 loss_bbox_aux: 0.466936 loss_giou_aux: 1.810679 loss_class_dn: 0.376782 loss_bbox_dn: 0.133428 loss_giou_dn: 0.448005 loss_class_aux_dn: 0.841425 loss_bbox_aux_dn: 0.349903 loss_giou_aux_dn: 1.069220 loss: 9.372767 eta: 27 days, 11:03:32 batch_cost: 0.6690 data_cost: 0.0196 ips: 11.9579 images/s
[08/19 09:24:05] ppdet.engine INFO: Epoch: [8] [21600/54024] learning_rate: 0.000100 loss_class: 0.766305 loss_bbox: 0.136896 loss_giou: 0.593357 loss_class_aux: 2.371935 loss_bbox_aux: 0.469780 loss_giou_aux: 1.865267 loss_class_dn: 0.382895 loss_bbox_dn: 0.132261 loss_giou_dn: 0.465310 loss_class_aux_dn: 0.860039 loss_bbox_aux_dn: 0.351807 loss_giou_aux_dn: 1.117523 loss: 9.592259 eta: 27 days, 11:00:28 batch_cost: 0.6670 data_cost: 0.0127 ips: 11.9938 images/s
[08/19 09:26:32] ppdet.engine INFO: Epoch: [8] [21800/54024] learning_rate: 0.000100 loss_class: 0.786592 loss_bbox: 0.140026 loss_giou: 0.584811 loss_class_aux: 2.506780 loss_bbox_aux: 0.471235 loss_giou_aux: 1.857051 loss_class_dn: 0.393202 loss_bbox_dn: 0.140637 loss_giou_dn: 0.470823 loss_class_aux_dn: 0.877423 loss_bbox_aux_dn: 0.357900 loss_giou_aux_dn: 1.120240 loss: 9.687504 eta: 27 days, 10:58:07 batch_cost: 0.6895 data_cost: 0.0025 ips: 11.6030 images/s
[08/19 09:29:11] ppdet.engine INFO: Epoch: [8] [22000/54024] learning_rate: 0.000100 loss_class: 0.777292 loss_bbox: 0.141994 loss_giou: 0.555330 loss_class_aux: 2.425110 loss_bbox_aux: 0.473111 loss_giou_aux: 1.786702 loss_class_dn: 0.382639 loss_bbox_dn: 0.139237 loss_giou_dn: 0.453302 loss_class_aux_dn: 0.863924 loss_bbox_aux_dn: 0.363900 loss_giou_aux_dn: 1.122336 loss: 9.845672 eta: 27 days, 10:57:54 batch_cost: 0.7535 data_cost: 0.0008 ips: 10.6175 images/s
[08/19 09:31:40] ppdet.engine INFO: Epoch: [8] [22200/54024] learning_rate: 0.000100 loss_class: 0.740084 loss_bbox: 0.130484 loss_giou: 0.538208 loss_class_aux: 2.317876 loss_bbox_aux: 0.437124 loss_giou_aux: 1.728594 loss_class_dn: 0.362399 loss_bbox_dn: 0.131652 loss_giou_dn: 0.436133 loss_class_aux_dn: 0.810136 loss_bbox_aux_dn: 0.350600 loss_giou_aux_dn: 1.058102 loss: 8.993249 eta: 27 days, 10:55:50 batch_cost: 0.6974 data_cost: 0.0189 ips: 11.4707 images/s
[08/19 09:34:01] ppdet.engine INFO: Epoch: [8] [22400/54024] learning_rate: 0.000100 loss_class: 0.751974 loss_bbox: 0.133631 loss_giou: 0.569741 loss_class_aux: 2.364109 loss_bbox_aux: 0.449425 loss_giou_aux: 1.818570 loss_class_dn: 0.371682 loss_bbox_dn: 0.140736 loss_giou_dn: 0.452069 loss_class_aux_dn: 0.825890 loss_bbox_aux_dn: 0.360370 loss_giou_aux_dn: 1.076354 loss: 9.267654 eta: 27 days, 10:52:33 batch_cost: 0.6608 data_cost: 0.0643 ips: 12.1072 images/s
[08/19 09:36:35] ppdet.engine INFO: Epoch: [8] [22600/54024] learning_rate: 0.000100 loss_class: 0.752872 loss_bbox: 0.130198 loss_giou: 0.584875 loss_class_aux: 2.353575 loss_bbox_aux: 0.438058 loss_giou_aux: 1.868772 loss_class_dn: 0.382672 loss_bbox_dn: 0.127181 loss_giou_dn: 0.443832 loss_class_aux_dn: 0.851161 loss_bbox_aux_dn: 0.341260 loss_giou_aux_dn: 1.079963 loss: 9.441907 eta: 27 days, 10:51:25 batch_cost: 0.7262 data_cost: 0.0364 ips: 11.0169 images/s
[08/19 09:39:32] ppdet.engine INFO: Epoch: [8] [22800/54024] learning_rate: 0.000100 loss_class: 0.771243 loss_bbox: 0.133115 loss_giou: 0.550274 loss_class_aux: 2.403857 loss_bbox_aux: 0.441186 loss_giou_aux: 1.769138 loss_class_dn: 0.379915 loss_bbox_dn: 0.124428 loss_giou_dn: 0.438069 loss_class_aux_dn: 0.845083 loss_bbox_aux_dn: 0.328500 loss_giou_aux_dn: 1.056672 loss: 9.460179 eta: 27 days, 10:54:04 batch_cost: 0.8403 data_cost: 0.0300 ips: 9.5209 images/s
[08/19 09:42:21] ppdet.engine INFO: Epoch: [8] [23000/54024] learning_rate: 0.000100 loss_class: 0.762446 loss_bbox: 0.134095 loss_giou: 0.557337 loss_class_aux: 2.402347 loss_bbox_aux: 0.455421 loss_giou_aux: 1.775930 loss_class_dn: 0.373200 loss_bbox_dn: 0.139581 loss_giou_dn: 0.454428 loss_class_aux_dn: 0.835204 loss_bbox_aux_dn: 0.359889 loss_giou_aux_dn: 1.078758 loss: 9.346273 eta: 27 days, 10:55:14 batch_cost: 0.7956 data_cost: 0.0546 ips: 10.0547 images/s
[08/19 09:45:00] ppdet.engine INFO: Epoch: [8] [23200/54024] learning_rate: 0.000100 loss_class: 0.759591 loss_bbox: 0.136934 loss_giou: 0.581568 loss_class_aux: 2.388225 loss_bbox_aux: 0.462009 loss_giou_aux: 1.851802 loss_class_dn: 0.384845 loss_bbox_dn: 0.130795 loss_giou_dn: 0.458742 loss_class_aux_dn: 0.855182 loss_bbox_aux_dn: 0.345558 loss_giou_aux_dn: 1.102866 loss: 9.554049 eta: 27 days, 10:54:48 batch_cost: 0.7476 data_cost: 0.0735 ips: 10.7004 images/s
[08/19 09:47:24] ppdet.engine INFO: Epoch: [8] [23400/54024] learning_rate: 0.000100 loss_class: 0.777892 loss_bbox: 0.136356 loss_giou: 0.542264 loss_class_aux: 2.385518 loss_bbox_aux: 0.457313 loss_giou_aux: 1.760999 loss_class_dn: 0.372833 loss_bbox_dn: 0.140968 loss_giou_dn: 0.441451 loss_class_aux_dn: 0.842598 loss_bbox_aux_dn: 0.370082 loss_giou_aux_dn: 1.053688 loss: 9.430638 eta: 27 days, 10:51:54 batch_cost: 0.6724 data_cost: 0.0303 ips: 11.8971 images/s
[08/19 09:49:49] ppdet.engine INFO: Epoch: [8] [23600/54024] learning_rate: 0.000100 loss_class: 0.763317 loss_bbox: 0.137533 loss_giou: 0.553921 loss_class_aux: 2.381785 loss_bbox_aux: 0.459989 loss_giou_aux: 1.767509 loss_class_dn: 0.372333 loss_bbox_dn: 0.136622 loss_giou_dn: 0.449815 loss_class_aux_dn: 0.834473 loss_bbox_aux_dn: 0.360783 loss_giou_aux_dn: 1.070567 loss: 9.520072 eta: 27 days, 10:49:09 batch_cost: 0.6770 data_cost: 0.0051 ips: 11.8173 images/s
[08/19 09:52:26] ppdet.engine INFO: Epoch: [8] [23800/54024] learning_rate: 0.000100 loss_class: 0.796115 loss_bbox: 0.144316 loss_giou: 0.584959 loss_class_aux: 2.495843 loss_bbox_aux: 0.485782 loss_giou_aux: 1.874852 loss_class_dn: 0.391535 loss_bbox_dn: 0.139141 loss_giou_dn: 0.469243 loss_class_aux_dn: 0.876797 loss_bbox_aux_dn: 0.361394 loss_giou_aux_dn: 1.106670 loss: 9.813392 eta: 27 days, 10:48:26 batch_cost: 0.7391 data_cost: 0.0989 ips: 10.8236 images/s
[08/19 09:54:41] ppdet.engine INFO: Epoch: [8] [24000/54024] learning_rate: 0.000100 loss_class: 0.749631 loss_bbox: 0.132126 loss_giou: 0.547078 loss_class_aux: 2.372574 loss_bbox_aux: 0.447195 loss_giou_aux: 1.723591 loss_class_dn: 0.371214 loss_bbox_dn: 0.131282 loss_giou_dn: 0.439181 loss_class_aux_dn: 0.838512 loss_bbox_aux_dn: 0.350914 loss_giou_aux_dn: 1.056388 loss: 9.345554 eta: 27 days, 10:44:08 batch_cost: 0.6298 data_cost: 0.0008 ips: 12.7022 images/s
[08/19 09:57:28] ppdet.engine INFO: Epoch: [8] [24200/54024] learning_rate: 0.000100 loss_class: 0.784431 loss_bbox: 0.139863 loss_giou: 0.614603 loss_class_aux: 2.437184 loss_bbox_aux: 0.472600 loss_giou_aux: 1.965024 loss_class_dn: 0.400494 loss_bbox_dn: 0.134151 loss_giou_dn: 0.483132 loss_class_aux_dn: 0.893208 loss_bbox_aux_dn: 0.358261 loss_giou_aux_dn: 1.169421 loss: 10.079194 eta: 27 days, 10:45:12 batch_cost: 0.7934 data_cost: 0.1247 ips: 10.0829 images/s
[08/19 10:00:31] ppdet.engine INFO: Epoch: [8] [24400/54024] learning_rate: 0.000100 loss_class: 0.779855 loss_bbox: 0.137195 loss_giou: 0.621844 loss_class_aux: 2.446262 loss_bbox_aux: 0.467486 loss_giou_aux: 1.960406 loss_class_dn: 0.387381 loss_bbox_dn: 0.138523 loss_giou_dn: 0.469486 loss_class_aux_dn: 0.875912 loss_bbox_aux_dn: 0.362384 loss_giou_aux_dn: 1.135624 loss: 9.851580 eta: 27 days, 10:48:52 batch_cost: 0.8724 data_cost: 0.0057 ips: 9.1705 images/s
[08/19 10:02:55] ppdet.engine INFO: Epoch: [8] [24600/54024] learning_rate: 0.000100 loss_class: 0.784442 loss_bbox: 0.129352 loss_giou: 0.545083 loss_class_aux: 2.483939 loss_bbox_aux: 0.442322 loss_giou_aux: 1.752457 loss_class_dn: 0.387073 loss_bbox_dn: 0.136189 loss_giou_dn: 0.447139 loss_class_aux_dn: 0.865994 loss_bbox_aux_dn: 0.353165 loss_giou_aux_dn: 1.067618 loss: 9.424249 eta: 27 days, 10:46:05 batch_cost: 0.6761 data_cost: 0.0919 ips: 11.8333 images/s
[08/19 10:05:08] ppdet.engine INFO: Epoch: [8] [24800/54024] learning_rate: 0.000100 loss_class: 0.778602 loss_bbox: 0.142551 loss_giou: 0.583248 loss_class_aux: 2.435581 loss_bbox_aux: 0.477704 loss_giou_aux: 1.844647 loss_class_dn: 0.381024 loss_bbox_dn: 0.137294 loss_giou_dn: 0.469610 loss_class_aux_dn: 0.864684 loss_bbox_aux_dn: 0.367419 loss_giou_aux_dn: 1.103308 loss: 9.663149 eta: 27 days, 10:41:25 batch_cost: 0.6190 data_cost: 0.0048 ips: 12.9241 images/s
[08/19 10:07:32] ppdet.engine INFO: Epoch: [8] [25000/54024] learning_rate: 0.000100 loss_class: 0.773259 loss_bbox: 0.139930 loss_giou: 0.593777 loss_class_aux: 2.430270 loss_bbox_aux: 0.474397 loss_giou_aux: 1.921669 loss_class_dn: 0.386128 loss_bbox_dn: 0.134170 loss_giou_dn: 0.468544 loss_class_aux_dn: 0.857682 loss_bbox_aux_dn: 0.355786 loss_giou_aux_dn: 1.138580 loss: 9.767899 eta: 27 days, 10:38:47 batch_cost: 0.6805 data_cost: 0.0308 ips: 11.7568 images/s
[08/19 10:10:39] ppdet.engine INFO: Epoch: [8] [25200/54024] learning_rate: 0.000100 loss_class: 0.790395 loss_bbox: 0.138979 loss_giou: 0.570493 loss_class_aux: 2.475026 loss_bbox_aux: 0.462690 loss_giou_aux: 1.802570 loss_class_dn: 0.388128 loss_bbox_dn: 0.136743 loss_giou_dn: 0.461173 loss_class_aux_dn: 0.870300 loss_bbox_aux_dn: 0.356832 loss_giou_aux_dn: 1.108297 loss: 9.769486 eta: 27 days, 10:42:59 batch_cost: 0.8895 data_cost: 0.0709 ips: 8.9937 images/s
[08/19 10:13:08] ppdet.engine INFO: Epoch: [8] [25400/54024] learning_rate: 0.000100 loss_class: 0.764899 loss_bbox: 0.139775 loss_giou: 0.608899 loss_class_aux: 2.393425 loss_bbox_aux: 0.475580 loss_giou_aux: 1.933752 loss_class_dn: 0.389569 loss_bbox_dn: 0.134133 loss_giou_dn: 0.479623 loss_class_aux_dn: 0.857812 loss_bbox_aux_dn: 0.351626 loss_giou_aux_dn: 1.144155 loss: 9.666010 eta: 27 days, 10:40:58 batch_cost: 0.6995 data_cost: 0.0137 ips: 11.4366 images/s
[08/19 10:15:47] ppdet.engine INFO: Epoch: [8] [25600/54024] learning_rate: 0.000100 loss_class: 0.766142 loss_bbox: 0.137663 loss_giou: 0.567822 loss_class_aux: 2.401145 loss_bbox_aux: 0.471807 loss_giou_aux: 1.829315 loss_class_dn: 0.387013 loss_bbox_dn: 0.139924 loss_giou_dn: 0.459302 loss_class_aux_dn: 0.872257 loss_bbox_aux_dn: 0.365715 loss_giou_aux_dn: 1.114075 loss: 9.713820 eta: 27 days, 10:40:37 batch_cost: 0.7509 data_cost: 0.0483 ips: 10.6539 images/s
[08/19 10:18:03] ppdet.engine INFO: Epoch: [8] [25800/54024] learning_rate: 0.000100 loss_class: 0.765471 loss_bbox: 0.131843 loss_giou: 0.578792 loss_class_aux: 2.405967 loss_bbox_aux: 0.434105 loss_giou_aux: 1.852398 loss_class_dn: 0.385850 loss_bbox_dn: 0.130433 loss_giou_dn: 0.456027 loss_class_aux_dn: 0.858899 loss_bbox_aux_dn: 0.351182 loss_giou_aux_dn: 1.095051 loss: 9.523841 eta: 27 days, 10:36:32 batch_cost: 0.6362 data_cost: 0.0008 ips: 12.5751 images/s
[08/19 10:20:39] ppdet.engine INFO: Epoch: [8] [26000/54024] learning_rate: 0.000100 loss_class: 0.782829 loss_bbox: 0.134670 loss_giou: 0.551700 loss_class_aux: 2.425256 loss_bbox_aux: 0.461450 loss_giou_aux: 1.772582 loss_class_dn: 0.385185 loss_bbox_dn: 0.137779 loss_giou_dn: 0.460243 loss_class_aux_dn: 0.858636 loss_bbox_aux_dn: 0.358928 loss_giou_aux_dn: 1.103446 loss: 9.750566 eta: 27 days, 10:35:33 batch_cost: 0.7315 data_cost: 0.0073 ips: 10.9369 images/s
[08/19 10:23:11] ppdet.engine INFO: Epoch: [8] [26200/54024] learning_rate: 0.000100 loss_class: 0.737199 loss_bbox: 0.129939 loss_giou: 0.568856 loss_class_aux: 2.308560 loss_bbox_aux: 0.437484 loss_giou_aux: 1.839553 loss_class_dn: 0.370148 loss_bbox_dn: 0.128426 loss_giou_dn: 0.458358 loss_class_aux_dn: 0.816550 loss_bbox_aux_dn: 0.348511 loss_giou_aux_dn: 1.100305 loss: 9.293969 eta: 27 days, 10:34:13 batch_cost: 0.7205 data_cost: 0.1010 ips: 11.1030 images/s
[08/19 10:25:52] ppdet.engine INFO: Epoch: [8] [26400/54024] learning_rate: 0.000100 loss_class: 0.739529 loss_bbox: 0.138134 loss_giou: 0.524389 loss_class_aux: 2.323480 loss_bbox_aux: 0.449878 loss_giou_aux: 1.668596 loss_class_dn: 0.367156 loss_bbox_dn: 0.140142 loss_giou_dn: 0.428327 loss_class_aux_dn: 0.825857 loss_bbox_aux_dn: 0.357178 loss_giou_aux_dn: 0.998553 loss: 9.008309 eta: 27 days, 10:34:17 batch_cost: 0.7636 data_cost: 0.0981 ips: 10.4768 images/s
[08/19 10:28:31] ppdet.engine INFO: Epoch: [8] [26600/54024] learning_rate: 0.000100 loss_class: 0.754436 loss_bbox: 0.132347 loss_giou: 0.543375 loss_class_aux: 2.361489 loss_bbox_aux: 0.451921 loss_giou_aux: 1.734812 loss_class_dn: 0.367306 loss_bbox_dn: 0.131420 loss_giou_dn: 0.452049 loss_class_aux_dn: 0.828368 loss_bbox_aux_dn: 0.341523 loss_giou_aux_dn: 1.080744 loss: 9.407285 eta: 27 days, 10:33:59 batch_cost: 0.7526 data_cost: 0.0097 ips: 10.6294 images/s
[08/19 10:31:01] ppdet.engine INFO: Epoch: [8] [26800/54024] learning_rate: 0.000100 loss_class: 0.775177 loss_bbox: 0.143319 loss_giou: 0.562438 loss_class_aux: 2.456734 loss_bbox_aux: 0.482843 loss_giou_aux: 1.793725 loss_class_dn: 0.383591 loss_bbox_dn: 0.130211 loss_giou_dn: 0.446699 loss_class_aux_dn: 0.871646 loss_bbox_aux_dn: 0.356805 loss_giou_aux_dn: 1.080162 loss: 9.679105 eta: 27 days, 10:32:08 batch_cost: 0.7049 data_cost: 0.0367 ips: 11.3498 images/s
[08/19 10:33:24] ppdet.engine INFO: Epoch: [8] [27000/54024] learning_rate: 0.000100 loss_class: 0.771023 loss_bbox: 0.131727 loss_giou: 0.556629 loss_class_aux: 2.415342 loss_bbox_aux: 0.452092 loss_giou_aux: 1.782425 loss_class_dn: 0.374077 loss_bbox_dn: 0.135187 loss_giou_dn: 0.450300 loss_class_aux_dn: 0.829441 loss_bbox_aux_dn: 0.353359 loss_giou_aux_dn: 1.086444 loss: 9.452203 eta: 27 days, 10:29:13 batch_cost: 0.6721 data_cost: 0.0010 ips: 11.9033 images/s
[08/19 10:35:59] ppdet.engine INFO: Epoch: [8] [27200/54024] learning_rate: 0.000100 loss_class: 0.786550 loss_bbox: 0.138040 loss_giou: 0.537863 loss_class_aux: 2.395289 loss_bbox_aux: 0.468301 loss_giou_aux: 1.717529 loss_class_dn: 0.381397 loss_bbox_dn: 0.138522 loss_giou_dn: 0.452010 loss_class_aux_dn: 0.852516 loss_bbox_aux_dn: 0.364788 loss_giou_aux_dn: 1.069060 loss: 9.592664 eta: 27 days, 10:28:23 batch_cost: 0.7360 data_cost: 0.0322 ips: 10.8701 images/s
[08/19 10:38:32] ppdet.engine INFO: Epoch: [8] [27400/54024] learning_rate: 0.000100 loss_class: 0.739512 loss_bbox: 0.128249 loss_giou: 0.535828 loss_class_aux: 2.313989 loss_bbox_aux: 0.425346 loss_giou_aux: 1.710054 loss_class_dn: 0.366843 loss_bbox_dn: 0.132325 loss_giou_dn: 0.440779 loss_class_aux_dn: 0.814565 loss_bbox_aux_dn: 0.351883 loss_giou_aux_dn: 1.048535 loss: 9.291376 eta: 27 days, 10:27:12 batch_cost: 0.7255 data_cost: 0.0393 ips: 11.0273 images/s
[08/19 10:40:57] ppdet.engine INFO: Epoch: [8] [27600/54024] learning_rate: 0.000100 loss_class: 0.755428 loss_bbox: 0.137601 loss_giou: 0.576152 loss_class_aux: 2.380296 loss_bbox_aux: 0.448846 loss_giou_aux: 1.822607 loss_class_dn: 0.379962 loss_bbox_dn: 0.129727 loss_giou_dn: 0.459805 loss_class_aux_dn: 0.845222 loss_bbox_aux_dn: 0.347108 loss_giou_aux_dn: 1.109442 loss: 9.467012 eta: 27 days, 10:24:35 batch_cost: 0.6814 data_cost: 0.0724 ips: 11.7399 images/s
[08/19 10:43:36] ppdet.engine INFO: Epoch: [8] [27800/54024] learning_rate: 0.000100 loss_class: 0.771711 loss_bbox: 0.129193 loss_giou: 0.559226 loss_class_aux: 2.465405 loss_bbox_aux: 0.439012 loss_giou_aux: 1.779984 loss_class_dn: 0.373541 loss_bbox_dn: 0.131226 loss_giou_dn: 0.450661 loss_class_aux_dn: 0.838888 loss_bbox_aux_dn: 0.353492 loss_giou_aux_dn: 1.057457 loss: 9.243104 eta: 27 days, 10:24:07 batch_cost: 0.7477 data_cost: 0.0973 ips: 10.7001 images/s
[08/19 10:46:10] ppdet.engine INFO: Epoch: [8] [28000/54024] learning_rate: 0.000100 loss_class: 0.761978 loss_bbox: 0.138540 loss_giou: 0.562733 loss_class_aux: 2.401465 loss_bbox_aux: 0.461508 loss_giou_aux: 1.765372 loss_class_dn: 0.377723 loss_bbox_dn: 0.146618 loss_giou_dn: 0.445717 loss_class_aux_dn: 0.839710 loss_bbox_aux_dn: 0.376464 loss_giou_aux_dn: 1.062374 loss: 9.429331 eta: 27 days, 10:23:02 batch_cost: 0.7287 data_cost: 0.0157 ips: 10.9791 images/s
[08/19 10:48:40] ppdet.engine INFO: Epoch: [8] [28200/54024] learning_rate: 0.000100 loss_class: 0.765216 loss_bbox: 0.131032 loss_giou: 0.567826 loss_class_aux: 2.387923 loss_bbox_aux: 0.436070 loss_giou_aux: 1.795165 loss_class_dn: 0.374186 loss_bbox_dn: 0.134933 loss_giou_dn: 0.447413 loss_class_aux_dn: 0.837436 loss_bbox_aux_dn: 0.354512 loss_giou_aux_dn: 1.075457 loss: 9.372484 eta: 27 days, 10:21:08 batch_cost: 0.7036 data_cost: 0.0342 ips: 11.3704 images/s
[08/19 10:50:59] ppdet.engine INFO: Epoch: [8] [28400/54024] learning_rate: 0.000100 loss_class: 0.759660 loss_bbox: 0.136289 loss_giou: 0.544371 loss_class_aux: 2.391384 loss_bbox_aux: 0.470198 loss_giou_aux: 1.748877 loss_class_dn: 0.376500 loss_bbox_dn: 0.137671 loss_giou_dn: 0.439906 loss_class_aux_dn: 0.843350 loss_bbox_aux_dn: 0.367535 loss_giou_aux_dn: 1.049275 loss: 9.358432 eta: 27 days, 10:17:20 batch_cost: 0.6454 data_cost: 0.0609 ips: 12.3960 images/s
[08/19 10:53:38] ppdet.engine INFO: Epoch: [8] [28600/54024] learning_rate: 0.000100 loss_class: 0.761088 loss_bbox: 0.136727 loss_giou: 0.590762 loss_class_aux: 2.397524 loss_bbox_aux: 0.451837 loss_giou_aux: 1.864861 loss_class_dn: 0.370149 loss_bbox_dn: 0.132555 loss_giou_dn: 0.447349 loss_class_aux_dn: 0.829807 loss_bbox_aux_dn: 0.349863 loss_giou_aux_dn: 1.084887 loss: 9.251662 eta: 27 days, 10:17:04 batch_cost: 0.7539 data_cost: 0.0497 ips: 10.6108 images/s
[08/19 10:56:10] ppdet.engine INFO: Epoch: [8] [28800/54024] learning_rate: 0.000100 loss_class: 0.768645 loss_bbox: 0.130743 loss_giou: 0.519583 loss_class_aux: 2.423746 loss_bbox_aux: 0.455043 loss_giou_aux: 1.707317 loss_class_dn: 0.369259 loss_bbox_dn: 0.139010 loss_giou_dn: 0.429069 loss_class_aux_dn: 0.832946 loss_bbox_aux_dn: 0.366701 loss_giou_aux_dn: 1.035441 loss: 9.321621 eta: 27 days, 10:15:50 batch_cost: 0.7238 data_cost: 0.0007 ips: 11.0530 images/s
[08/19 10:58:51] ppdet.engine INFO: Epoch: [8] [29000/54024] learning_rate: 0.000100 loss_class: 0.750054 loss_bbox: 0.134290 loss_giou: 0.531408 loss_class_aux: 2.331966 loss_bbox_aux: 0.453775 loss_giou_aux: 1.685621 loss_class_dn: 0.373369 loss_bbox_dn: 0.128920 loss_giou_dn: 0.437819 loss_class_aux_dn: 0.836140 loss_bbox_aux_dn: 0.339360 loss_giou_aux_dn: 1.050501 loss: 9.164076 eta: 27 days, 10:15:53 batch_cost: 0.7642 data_cost: 0.0063 ips: 10.4687 images/s
[08/19 11:01:15] ppdet.engine INFO: Epoch: [8] [29200/54024] learning_rate: 0.000100 loss_class: 0.737257 loss_bbox: 0.131992 loss_giou: 0.576647 loss_class_aux: 2.296139 loss_bbox_aux: 0.447738 loss_giou_aux: 1.815454 loss_class_dn: 0.371469 loss_bbox_dn: 0.129831 loss_giou_dn: 0.460247 loss_class_aux_dn: 0.823120 loss_bbox_aux_dn: 0.339230 loss_giou_aux_dn: 1.100073 loss: 9.405769 eta: 27 days, 10:12:57 batch_cost: 0.6718 data_cost: 0.0008 ips: 11.9081 images/s
[08/19 11:03:39] ppdet.engine INFO: Epoch: [8] [29400/54024] learning_rate: 0.000100 loss_class: 0.765927 loss_bbox: 0.139156 loss_giou: 0.581590 loss_class_aux: 2.411083 loss_bbox_aux: 0.466893 loss_giou_aux: 1.843987 loss_class_dn: 0.374652 loss_bbox_dn: 0.140565 loss_giou_dn: 0.463663 loss_class_aux_dn: 0.834875 loss_bbox_aux_dn: 0.360738 loss_giou_aux_dn: 1.111056 loss: 9.555315 eta: 27 days, 10:10:21 batch_cost: 0.6817 data_cost: 0.0185 ips: 11.7348 images/s
[08/19 11:06:20] ppdet.engine INFO: Epoch: [8] [29600/54024] learning_rate: 0.000100 loss_class: 0.743139 loss_bbox: 0.133422 loss_giou: 0.523886 loss_class_aux: 2.326567 loss_bbox_aux: 0.450270 loss_giou_aux: 1.690292 loss_class_dn: 0.372061 loss_bbox_dn: 0.136752 loss_giou_dn: 0.425528 loss_class_aux_dn: 0.828750 loss_bbox_aux_dn: 0.361506 loss_giou_aux_dn: 1.030429 loss: 9.261302 eta: 27 days, 10:10:20 batch_cost: 0.7619 data_cost: 0.0188 ips: 10.5006 images/s
[08/19 11:09:15] ppdet.engine INFO: Epoch: [8] [29800/54024] learning_rate: 0.000100 loss_class: 0.766996 loss_bbox: 0.136800 loss_giou: 0.575967 loss_class_aux: 2.410815 loss_bbox_aux: 0.458193 loss_giou_aux: 1.866063 loss_class_dn: 0.386905 loss_bbox_dn: 0.136691 loss_giou_dn: 0.469330 loss_class_aux_dn: 0.858972 loss_bbox_aux_dn: 0.354722 loss_giou_aux_dn: 1.132963 loss: 9.802922 eta: 27 days, 10:12:36 batch_cost: 0.8330 data_cost: 0.0219 ips: 9.6038 images/s
[08/19 11:12:11] ppdet.engine INFO: Epoch: [8] [30000/54024] learning_rate: 0.000100 loss_class: 0.759290 loss_bbox: 0.132514 loss_giou: 0.537464 loss_class_aux: 2.384624 loss_bbox_aux: 0.438970 loss_giou_aux: 1.720440 loss_class_dn: 0.372968 loss_bbox_dn: 0.133719 loss_giou_dn: 0.433766 loss_class_aux_dn: 0.837734 loss_bbox_aux_dn: 0.349835 loss_giou_aux_dn: 1.045419 loss: 9.332052 eta: 27 days, 10:14:56 batch_cost: 0.8352 data_cost: 0.1139 ips: 9.5783 images/s
[08/19 11:14:44] ppdet.engine INFO: Epoch: [8] [30200/54024] learning_rate: 0.000100 loss_class: 0.774989 loss_bbox: 0.140131 loss_giou: 0.537638 loss_class_aux: 2.419657 loss_bbox_aux: 0.470475 loss_giou_aux: 1.704175 loss_class_dn: 0.376687 loss_bbox_dn: 0.145930 loss_giou_dn: 0.426690 loss_class_aux_dn: 0.845763 loss_bbox_aux_dn: 0.379339 loss_giou_aux_dn: 1.056748 loss: 9.301598 eta: 27 days, 10:13:36 batch_cost: 0.7213 data_cost: 0.0103 ips: 11.0906 images/s
[08/19 11:17:23] ppdet.engine INFO: Epoch: [8] [30400/54024] learning_rate: 0.000100 loss_class: 0.771586 loss_bbox: 0.140138 loss_giou: 0.578548 loss_class_aux: 2.426605 loss_bbox_aux: 0.461734 loss_giou_aux: 1.805343 loss_class_dn: 0.391485 loss_bbox_dn: 0.135207 loss_giou_dn: 0.462906 loss_class_aux_dn: 0.858899 loss_bbox_aux_dn: 0.356698 loss_giou_aux_dn: 1.111329 loss: 9.841924 eta: 27 days, 10:13:12 batch_cost: 0.7506 data_cost: 0.0008 ips: 10.6579 images/s
[08/19 11:19:42] ppdet.engine INFO: Epoch: [8] [30600/54024] learning_rate: 0.000100 loss_class: 0.735840 loss_bbox: 0.136871 loss_giou: 0.554053 loss_class_aux: 2.305329 loss_bbox_aux: 0.458297 loss_giou_aux: 1.768677 loss_class_dn: 0.375363 loss_bbox_dn: 0.137834 loss_giou_dn: 0.450254 loss_class_aux_dn: 0.833408 loss_bbox_aux_dn: 0.359009 loss_giou_aux_dn: 1.088059 loss: 9.521098 eta: 27 days, 10:09:39 batch_cost: 0.6528 data_cost: 0.0496 ips: 12.2546 images/s
[08/19 11:22:35] ppdet.engine INFO: Epoch: [8] [30800/54024] learning_rate: 0.000100 loss_class: 0.753760 loss_bbox: 0.138993 loss_giou: 0.548595 loss_class_aux: 2.377167 loss_bbox_aux: 0.468460 loss_giou_aux: 1.760859 loss_class_dn: 0.375324 loss_bbox_dn: 0.138473 loss_giou_dn: 0.441146 loss_class_aux_dn: 0.840991 loss_bbox_aux_dn: 0.367210 loss_giou_aux_dn: 1.072044 loss: 9.603037 eta: 27 days, 10:11:38 batch_cost: 0.8242 data_cost: 0.1716 ips: 9.7059 images/s
[08/19 11:25:24] ppdet.engine INFO: Epoch: [8] [31000/54024] learning_rate: 0.000100 loss_class: 0.772026 loss_bbox: 0.142183 loss_giou: 0.554939 loss_class_aux: 2.407883 loss_bbox_aux: 0.471717 loss_giou_aux: 1.772547 loss_class_dn: 0.386801 loss_bbox_dn: 0.144740 loss_giou_dn: 0.461954 loss_class_aux_dn: 0.864216 loss_bbox_aux_dn: 0.379684 loss_giou_aux_dn: 1.109704 loss: 9.806533 eta: 27 days, 10:12:48 batch_cost: 0.7998 data_cost: 0.0915 ips: 10.0028 images/s
[08/19 11:27:51] ppdet.engine INFO: Epoch: [8] [31200/54024] learning_rate: 0.000100 loss_class: 0.780689 loss_bbox: 0.140419 loss_giou: 0.562338 loss_class_aux: 2.447634 loss_bbox_aux: 0.478855 loss_giou_aux: 1.789485 loss_class_dn: 0.390406 loss_bbox_dn: 0.135125 loss_giou_dn: 0.451108 loss_class_aux_dn: 0.866637 loss_bbox_aux_dn: 0.356306 loss_giou_aux_dn: 1.092341 loss: 9.691353 eta: 27 days, 10:10:29 batch_cost: 0.6910 data_cost: 0.0536 ips: 11.5776 images/s
[08/19 11:30:26] ppdet.engine INFO: Epoch: [8] [31400/54024] learning_rate: 0.000100 loss_class: 0.771633 loss_bbox: 0.137986 loss_giou: 0.548253 loss_class_aux: 2.394602 loss_bbox_aux: 0.461264 loss_giou_aux: 1.777961 loss_class_dn: 0.382802 loss_bbox_dn: 0.138847 loss_giou_dn: 0.456657 loss_class_aux_dn: 0.851023 loss_bbox_aux_dn: 0.361919 loss_giou_aux_dn: 1.085752 loss: 9.760159 eta: 27 days, 10:09:31 batch_cost: 0.7333 data_cost: 0.0094 ips: 10.9103 images/s
[08/19 11:32:58] ppdet.engine INFO: Epoch: [8] [31600/54024] learning_rate: 0.000100 loss_class: 0.761937 loss_bbox: 0.138772 loss_giou: 0.576971 loss_class_aux: 2.369675 loss_bbox_aux: 0.460312 loss_giou_aux: 1.854972 loss_class_dn: 0.382314 loss_bbox_dn: 0.137060 loss_giou_dn: 0.452483 loss_class_aux_dn: 0.860507 loss_bbox_aux_dn: 0.354320 loss_giou_aux_dn: 1.083646 loss: 9.657745 eta: 27 days, 10:08:05 batch_cost: 0.7184 data_cost: 0.0225 ips: 11.1360 images/s
[08/19 11:35:44] ppdet.engine INFO: Epoch: [8] [31800/54024] learning_rate: 0.000100 loss_class: 0.767400 loss_bbox: 0.132661 loss_giou: 0.569246 loss_class_aux: 2.378532 loss_bbox_aux: 0.445533 loss_giou_aux: 1.826159 loss_class_dn: 0.378109 loss_bbox_dn: 0.128329 loss_giou_dn: 0.469225 loss_class_aux_dn: 0.840691 loss_bbox_aux_dn: 0.339367 loss_giou_aux_dn: 1.107440 loss: 9.541819 eta: 27 days, 10:08:50 batch_cost: 0.7873 data_cost: 0.1159 ips: 10.1619 images/s
[08/19 11:38:43] ppdet.engine INFO: Epoch: [8] [32000/54024] learning_rate: 0.000100 loss_class: 0.744484 loss_bbox: 0.135147 loss_giou: 0.560861 loss_class_aux: 2.372633 loss_bbox_aux: 0.454848 loss_giou_aux: 1.797632 loss_class_dn: 0.381024 loss_bbox_dn: 0.135695 loss_giou_dn: 0.457551 loss_class_aux_dn: 0.852997 loss_bbox_aux_dn: 0.356993 loss_giou_aux_dn: 1.096947 loss: 9.573182 eta: 27 days, 10:11:37 batch_cost: 0.8503 data_cost: 0.0461 ips: 9.4088 images/s
[08/19 11:41:02] ppdet.engine INFO: Epoch: [8] [32200/54024] learning_rate: 0.000100 loss_class: 0.767921 loss_bbox: 0.132760 loss_giou: 0.554174 loss_class_aux: 2.413896 loss_bbox_aux: 0.434663 loss_giou_aux: 1.734596 loss_class_dn: 0.365570 loss_bbox_dn: 0.136675 loss_giou_dn: 0.433560 loss_class_aux_dn: 0.822794 loss_bbox_aux_dn: 0.360969 loss_giou_aux_dn: 1.047037 loss: 9.289188 eta: 27 days, 10:08:02 batch_cost: 0.6517 data_cost: 0.0215 ips: 12.2762 images/s
[08/19 11:43:22] ppdet.engine INFO: Epoch: [8] [32400/54024] learning_rate: 0.000100 loss_class: 0.784405 loss_bbox: 0.135067 loss_giou: 0.580518 loss_class_aux: 2.483345 loss_bbox_aux: 0.467028 loss_giou_aux: 1.820414 loss_class_dn: 0.398557 loss_bbox_dn: 0.136064 loss_giou_dn: 0.458646 loss_class_aux_dn: 0.884254 loss_bbox_aux_dn: 0.360258 loss_giou_aux_dn: 1.112966 loss: 9.754449 eta: 27 days, 10:04:41 batch_cost: 0.6589 data_cost: 0.0238 ips: 12.1417 images/s
[08/19 11:46:04] ppdet.engine INFO: Epoch: [8] [32600/54024] learning_rate: 0.000100 loss_class: 0.749030 loss_bbox: 0.140165 loss_giou: 0.559107 loss_class_aux: 2.362338 loss_bbox_aux: 0.466081 loss_giou_aux: 1.763283 loss_class_dn: 0.380254 loss_bbox_dn: 0.136902 loss_giou_dn: 0.447051 loss_class_aux_dn: 0.856085 loss_bbox_aux_dn: 0.363894 loss_giou_aux_dn: 1.088340 loss: 9.466137 eta: 27 days, 10:04:43 batch_cost: 0.7652 data_cost: 0.0272 ips: 10.4546 images/s
[08/19 11:48:40] ppdet.engine INFO: Epoch: [8] [32800/54024] learning_rate: 0.000100 loss_class: 0.749595 loss_bbox: 0.129125 loss_giou: 0.553303 loss_class_aux: 2.338146 loss_bbox_aux: 0.442146 loss_giou_aux: 1.781288 loss_class_dn: 0.364095 loss_bbox_dn: 0.129897 loss_giou_dn: 0.442552 loss_class_aux_dn: 0.811170 loss_bbox_aux_dn: 0.335914 loss_giou_aux_dn: 1.065372 loss: 9.053650 eta: 27 days, 10:04:02 batch_cost: 0.7424 data_cost: 0.0063 ips: 10.7756 images/s
[08/19 11:51:25] ppdet.engine INFO: Epoch: [8] [33000/54024] learning_rate: 0.000100 loss_class: 0.733763 loss_bbox: 0.127099 loss_giou: 0.525086 loss_class_aux: 2.299943 loss_bbox_aux: 0.420863 loss_giou_aux: 1.668966 loss_class_dn: 0.364898 loss_bbox_dn: 0.133639 loss_giou_dn: 0.426060 loss_class_aux_dn: 0.824273 loss_bbox_aux_dn: 0.351546 loss_giou_aux_dn: 1.016308 loss: 8.970575 eta: 27 days, 10:04:45 batch_cost: 0.7863 data_cost: 0.0249 ips: 10.1746 images/s
[08/19 11:54:33] ppdet.engine INFO: Epoch: [8] [33200/54024] learning_rate: 0.000100 loss_class: 0.763755 loss_bbox: 0.135415 loss_giou: 0.577412 loss_class_aux: 2.392403 loss_bbox_aux: 0.446965 loss_giou_aux: 1.874131 loss_class_dn: 0.379885 loss_bbox_dn: 0.127470 loss_giou_dn: 0.465092 loss_class_aux_dn: 0.839450 loss_bbox_aux_dn: 0.343839 loss_giou_aux_dn: 1.109605 loss: 9.489170 eta: 27 days, 10:08:51 batch_cost: 0.8921 data_cost: 0.1776 ips: 8.9675 images/s
[08/19 11:57:25] ppdet.engine INFO: Epoch: [8] [33400/54024] learning_rate: 0.000100 loss_class: 0.785820 loss_bbox: 0.132719 loss_giou: 0.560266 loss_class_aux: 2.472653 loss_bbox_aux: 0.453440 loss_giou_aux: 1.819050 loss_class_dn: 0.374796 loss_bbox_dn: 0.132782 loss_giou_dn: 0.455778 loss_class_aux_dn: 0.849779 loss_bbox_aux_dn: 0.355355 loss_giou_aux_dn: 1.112809 loss: 9.686520 eta: 27 days, 10:10:37 batch_cost: 0.8196 data_cost: 0.0567 ips: 9.7604 images/s
[08/19 11:59:43] ppdet.engine INFO: Epoch: [8] [33600/54024] learning_rate: 0.000100 loss_class: 0.785618 loss_bbox: 0.136462 loss_giou: 0.575515 loss_class_aux: 2.442043 loss_bbox_aux: 0.464949 loss_giou_aux: 1.835585 loss_class_dn: 0.380311 loss_bbox_dn: 0.140086 loss_giou_dn: 0.463480 loss_class_aux_dn: 0.866772 loss_bbox_aux_dn: 0.365303 loss_giou_aux_dn: 1.132186 loss: 9.684922 eta: 27 days, 10:06:54 batch_cost: 0.6477 data_cost: 0.0343 ips: 12.3505 images/s
[08/19 12:02:28] ppdet.engine INFO: Epoch: [8] [33800/54024] learning_rate: 0.000100 loss_class: 0.773126 loss_bbox: 0.138888 loss_giou: 0.563373 loss_class_aux: 2.427186 loss_bbox_aux: 0.462633 loss_giou_aux: 1.779667 loss_class_dn: 0.382051 loss_bbox_dn: 0.133548 loss_giou_dn: 0.441794 loss_class_aux_dn: 0.855967 loss_bbox_aux_dn: 0.359451 loss_giou_aux_dn: 1.078149 loss: 9.474163 eta: 27 days, 10:07:30 batch_cost: 0.7831 data_cost: 0.0816 ips: 10.2155 images/s
[08/19 12:05:11] ppdet.engine INFO: Epoch: [8] [34000/54024] learning_rate: 0.000100 loss_class: 0.759754 loss_bbox: 0.139291 loss_giou: 0.544612 loss_class_aux: 2.393124 loss_bbox_aux: 0.456224 loss_giou_aux: 1.764841 loss_class_dn: 0.382358 loss_bbox_dn: 0.134347 loss_giou_dn: 0.454059 loss_class_aux_dn: 0.865797 loss_bbox_aux_dn: 0.352765 loss_giou_aux_dn: 1.087576 loss: 9.724000 eta: 27 days, 10:07:37 batch_cost: 0.7678 data_cost: 0.0122 ips: 10.4188 images/s
[08/19 12:07:52] ppdet.engine INFO: Epoch: [8] [34200/54024] learning_rate: 0.000100 loss_class: 0.771298 loss_bbox: 0.138514 loss_giou: 0.551127 loss_class_aux: 2.420260 loss_bbox_aux: 0.464050 loss_giou_aux: 1.769165 loss_class_dn: 0.378639 loss_bbox_dn: 0.134731 loss_giou_dn: 0.452265 loss_class_aux_dn: 0.847057 loss_bbox_aux_dn: 0.356173 loss_giou_aux_dn: 1.082569 loss: 9.426154 eta: 27 days, 10:07:41 batch_cost: 0.7667 data_cost: 0.0008 ips: 10.4341 images/s
[08/19 12:10:22] ppdet.engine INFO: Epoch: [8] [34400/54024] learning_rate: 0.000100 loss_class: 0.762533 loss_bbox: 0.136391 loss_giou: 0.584468 loss_class_aux: 2.384562 loss_bbox_aux: 0.462358 loss_giou_aux: 1.831789 loss_class_dn: 0.388559 loss_bbox_dn: 0.134718 loss_giou_dn: 0.467768 loss_class_aux_dn: 0.875781 loss_bbox_aux_dn: 0.361052 loss_giou_aux_dn: 1.104605 loss: 9.762415 eta: 27 days, 10:05:49 batch_cost: 0.7059 data_cost: 0.0030 ips: 11.3323 images/s
[08/19 12:13:02] ppdet.engine INFO: Epoch: [8] [34600/54024] learning_rate: 0.000100 loss_class: 0.753685 loss_bbox: 0.128519 loss_giou: 0.534554 loss_class_aux: 2.352376 loss_bbox_aux: 0.438619 loss_giou_aux: 1.719557 loss_class_dn: 0.371403 loss_bbox_dn: 0.134010 loss_giou_dn: 0.427063 loss_class_aux_dn: 0.831913 loss_bbox_aux_dn: 0.345095 loss_giou_aux_dn: 1.034764 loss: 9.258876 eta: 27 days, 10:05:34 batch_cost: 0.7570 data_cost: 0.0395 ips: 10.5686 images/s
[08/19 12:15:27] ppdet.engine INFO: Epoch: [8] [34800/54024] learning_rate: 0.000100 loss_class: 0.752683 loss_bbox: 0.130324 loss_giou: 0.514749 loss_class_aux: 2.339045 loss_bbox_aux: 0.439587 loss_giou_aux: 1.636734 loss_class_dn: 0.368538 loss_bbox_dn: 0.130250 loss_giou_dn: 0.417591 loss_class_aux_dn: 0.812058 loss_bbox_aux_dn: 0.345156 loss_giou_aux_dn: 1.007683 loss: 9.015130 eta: 27 days, 10:02:49 batch_cost: 0.6781 data_cost: 0.0039 ips: 11.7983 images/s
[08/19 12:17:51] ppdet.engine INFO: Epoch: [8] [35000/54024] learning_rate: 0.000100 loss_class: 0.748380 loss_bbox: 0.144000 loss_giou: 0.562857 loss_class_aux: 2.368155 loss_bbox_aux: 0.471356 loss_giou_aux: 1.800740 loss_class_dn: 0.388074 loss_bbox_dn: 0.135488 loss_giou_dn: 0.463417 loss_class_aux_dn: 0.864684 loss_bbox_aux_dn: 0.350623 loss_giou_aux_dn: 1.099542 loss: 9.545880 eta: 27 days, 10:00:07 batch_cost: 0.6799 data_cost: 0.0076 ips: 11.7661 images/s
[08/19 12:18:56] ppdet.data.transform.operators WARNING: The actual image height: 1024 is not equal to the height: 768.0 in annotation, and update sample['h'] by actual image height.
[08/19 12:18:56] ppdet.data.transform.operators WARNING: The actual image width: 768 is not equal to the width: 1024.0 in annotation, and update sample['w'] by actual image width.
[08/19 12:20:32] ppdet.engine INFO: Epoch: [8] [35200/54024] learning_rate: 0.000100 loss_class: 0.726678 loss_bbox: 0.125865 loss_giou: 0.529653 loss_class_aux: 2.271681 loss_bbox_aux: 0.429577 loss_giou_aux: 1.698790 loss_class_dn: 0.358800 loss_bbox_dn: 0.130245 loss_giou_dn: 0.426558 loss_class_aux_dn: 0.800109 loss_bbox_aux_dn: 0.352239 loss_giou_aux_dn: 1.026243 loss: 8.839165 eta: 27 days, 10:00:06 batch_cost: 0.7642 data_cost: 0.0635 ips: 10.4678 images/s
[08/19 12:22:50] ppdet.engine INFO: Epoch: [8] [35400/54024] learning_rate: 0.000100 loss_class: 0.758586 loss_bbox: 0.140197 loss_giou: 0.558840 loss_class_aux: 2.400753 loss_bbox_aux: 0.471002 loss_giou_aux: 1.760926 loss_class_dn: 0.374473 loss_bbox_dn: 0.134517 loss_giou_dn: 0.449604 loss_class_aux_dn: 0.836463 loss_bbox_aux_dn: 0.348233 loss_giou_aux_dn: 1.073311 loss: 9.603324 eta: 27 days, 9:56:23 batch_cost: 0.6477 data_cost: 0.0240 ips: 12.3523 images/s
[08/19 12:25:41] ppdet.engine INFO: Epoch: [8] [35600/54024] learning_rate: 0.000100 loss_class: 0.784477 loss_bbox: 0.129898 loss_giou: 0.557149 loss_class_aux: 2.439192 loss_bbox_aux: 0.439916 loss_giou_aux: 1.798522 loss_class_dn: 0.378459 loss_bbox_dn: 0.135057 loss_giou_dn: 0.471402 loss_class_aux_dn: 0.833466 loss_bbox_aux_dn: 0.354516 loss_giou_aux_dn: 1.108907 loss: 9.385338 eta: 27 days, 9:57:53 batch_cost: 0.8123 data_cost: 0.0685 ips: 9.8488 images/s
[08/19 12:28:11] ppdet.engine INFO: Epoch: [8] [35800/54024] learning_rate: 0.000100 loss_class: 0.761719 loss_bbox: 0.131401 loss_giou: 0.548119 loss_class_aux: 2.379676 loss_bbox_aux: 0.450205 loss_giou_aux: 1.770878 loss_class_dn: 0.371196 loss_bbox_dn: 0.133001 loss_giou_dn: 0.436714 loss_class_aux_dn: 0.836178 loss_bbox_aux_dn: 0.351414 loss_giou_aux_dn: 1.055150 loss: 9.117378 eta: 27 days, 9:56:01 batch_cost: 0.7060 data_cost: 0.0570 ips: 11.3311 images/s
[08/19 12:30:36] ppdet.engine INFO: Epoch: [8] [36000/54024] learning_rate: 0.000100 loss_class: 0.762758 loss_bbox: 0.138593 loss_giou: 0.529518 loss_class_aux: 2.379184 loss_bbox_aux: 0.466268 loss_giou_aux: 1.693983 loss_class_dn: 0.368871 loss_bbox_dn: 0.140778 loss_giou_dn: 0.445659 loss_class_aux_dn: 0.815038 loss_bbox_aux_dn: 0.365125 loss_giou_aux_dn: 1.066006 loss: 9.264630 eta: 27 days, 9:53:16 batch_cost: 0.6784 data_cost: 0.0248 ips: 11.7922 images/s
[08/19 12:33:08] ppdet.engine INFO: Epoch: [8] [36200/54024] learning_rate: 0.000100 loss_class: 0.771442 loss_bbox: 0.139539 loss_giou: 0.552064 loss_class_aux: 2.383734 loss_bbox_aux: 0.465868 loss_giou_aux: 1.755198 loss_class_dn: 0.374317 loss_bbox_dn: 0.136757 loss_giou_dn: 0.444185 loss_class_aux_dn: 0.838685 loss_bbox_aux_dn: 0.349936 loss_giou_aux_dn: 1.069293 loss: 9.311168 eta: 27 days, 9:51:42 batch_cost: 0.7156 data_cost: 0.0506 ips: 11.1791 images/s
[08/19 12:35:40] ppdet.engine INFO: Epoch: [8] [36400/54024] learning_rate: 0.000100 loss_class: 0.760401 loss_bbox: 0.135607 loss_giou: 0.587590 loss_class_aux: 2.371939 loss_bbox_aux: 0.460350 loss_giou_aux: 1.869543 loss_class_dn: 0.383704 loss_bbox_dn: 0.132240 loss_giou_dn: 0.455372 loss_class_aux_dn: 0.851243 loss_bbox_aux_dn: 0.354678 loss_giou_aux_dn: 1.107221 loss: 9.551430 eta: 27 days, 9:50:21 batch_cost: 0.7225 data_cost: 0.0131 ips: 11.0734 images/s
[08/19 12:38:19] ppdet.engine INFO: Epoch: [8] [36600/54024] learning_rate: 0.000100 loss_class: 0.761791 loss_bbox: 0.136124 loss_giou: 0.539708 loss_class_aux: 2.373250 loss_bbox_aux: 0.461869 loss_giou_aux: 1.719450 loss_class_dn: 0.363063 loss_bbox_dn: 0.133701 loss_giou_dn: 0.437036 loss_class_aux_dn: 0.815569 loss_bbox_aux_dn: 0.356378 loss_giou_aux_dn: 1.042861 loss: 9.261342 eta: 27 days, 9:49:57 batch_cost: 0.7521 data_cost: 0.1005 ips: 10.6364 images/s
[08/19 12:40:38] ppdet.engine INFO: Epoch: [8] [36800/54024] learning_rate: 0.000100 loss_class: 0.753899 loss_bbox: 0.136179 loss_giou: 0.574689 loss_class_aux: 2.378530 loss_bbox_aux: 0.450096 loss_giou_aux: 1.821936 loss_class_dn: 0.377496 loss_bbox_dn: 0.134505 loss_giou_dn: 0.456364 loss_class_aux_dn: 0.846653 loss_bbox_aux_dn: 0.343388 loss_giou_aux_dn: 1.102581 loss: 9.699214 eta: 27 days, 9:46:15 batch_cost: 0.6483 data_cost: 0.0050 ips: 12.3393 images/s
[08/19 12:43:25] ppdet.engine INFO: Epoch: [8] [37000/54024] learning_rate: 0.000100 loss_class: 0.785265 loss_bbox: 0.135907 loss_giou: 0.569745 loss_class_aux: 2.432047 loss_bbox_aux: 0.442629 loss_giou_aux: 1.798986 loss_class_dn: 0.377573 loss_bbox_dn: 0.133513 loss_giou_dn: 0.457412 loss_class_aux_dn: 0.849370 loss_bbox_aux_dn: 0.353633 loss_giou_aux_dn: 1.083700 loss: 9.483329 eta: 27 days, 9:46:47 batch_cost: 0.7821 data_cost: 0.0242 ips: 10.2288 images/s
[08/19 12:46:01] ppdet.engine INFO: Epoch: [8] [37200/54024] learning_rate: 0.000100 loss_class: 0.740229 loss_bbox: 0.132431 loss_giou: 0.514348 loss_class_aux: 2.347655 loss_bbox_aux: 0.453315 loss_giou_aux: 1.659875 loss_class_dn: 0.356042 loss_bbox_dn: 0.139457 loss_giou_dn: 0.424430 loss_class_aux_dn: 0.809287 loss_bbox_aux_dn: 0.355758 loss_giou_aux_dn: 1.010250 loss: 9.065735 eta: 27 days, 9:46:00 batch_cost: 0.7409 data_cost: 0.0031 ips: 10.7971 images/s
[08/19 12:48:31] ppdet.engine INFO: Epoch: [8] [37400/54024] learning_rate: 0.000100 loss_class: 0.746585 loss_bbox: 0.136819 loss_giou: 0.561924 loss_class_aux: 2.353717 loss_bbox_aux: 0.449898 loss_giou_aux: 1.794059 loss_class_dn: 0.375837 loss_bbox_dn: 0.132437 loss_giou_dn: 0.454728 loss_class_aux_dn: 0.837591 loss_bbox_aux_dn: 0.351050 loss_giou_aux_dn: 1.082361 loss: 9.452434 eta: 27 days, 9:44:06 batch_cost: 0.7050 data_cost: 0.0200 ips: 11.3479 images/s
[08/19 12:50:58] ppdet.engine INFO: Epoch: [8] [37600/54024] learning_rate: 0.000100 loss_class: 0.774567 loss_bbox: 0.137214 loss_giou: 0.571310 loss_class_aux: 2.407870 loss_bbox_aux: 0.453870 loss_giou_aux: 1.813208 loss_class_dn: 0.383132 loss_bbox_dn: 0.133670 loss_giou_dn: 0.449376 loss_class_aux_dn: 0.854379 loss_bbox_aux_dn: 0.357793 loss_giou_aux_dn: 1.080206 loss: 9.673543 eta: 27 days, 9:41:50 batch_cost: 0.6939 data_cost: 0.0898 ips: 11.5296 images/s
[08/19 12:53:27] ppdet.engine INFO: Epoch: [8] [37800/54024] learning_rate: 0.000100 loss_class: 0.753723 loss_bbox: 0.132339 loss_giou: 0.548570 loss_class_aux: 2.350043 loss_bbox_aux: 0.451306 loss_giou_aux: 1.765822 loss_class_dn: 0.364047 loss_bbox_dn: 0.135263 loss_giou_dn: 0.423386 loss_class_aux_dn: 0.814981 loss_bbox_aux_dn: 0.356730 loss_giou_aux_dn: 1.019475 loss: 9.248245 eta: 27 days, 9:39:45 batch_cost: 0.6996 data_cost: 0.0526 ips: 11.4354 images/s
[08/19 12:55:48] ppdet.engine INFO: Epoch: [8] [38000/54024] learning_rate: 0.000100 loss_class: 0.727106 loss_bbox: 0.128825 loss_giou: 0.516924 loss_class_aux: 2.309794 loss_bbox_aux: 0.426922 loss_giou_aux: 1.638435 loss_class_dn: 0.359767 loss_bbox_dn: 0.130843 loss_giou_dn: 0.413444 loss_class_aux_dn: 0.814172 loss_bbox_aux_dn: 0.337361 loss_giou_aux_dn: 1.007613 loss: 8.908562 eta: 27 days, 9:36:23 batch_cost: 0.6583 data_cost: 0.0294 ips: 12.1516 images/s
[08/19 12:58:41] ppdet.engine INFO: Epoch: [8] [38200/54024] learning_rate: 0.000100 loss_class: 0.796997 loss_bbox: 0.140188 loss_giou: 0.593292 loss_class_aux: 2.494401 loss_bbox_aux: 0.474376 loss_giou_aux: 1.858137 loss_class_dn: 0.397945 loss_bbox_dn: 0.134743 loss_giou_dn: 0.473404 loss_class_aux_dn: 0.892743 loss_bbox_aux_dn: 0.350701 loss_giou_aux_dn: 1.124516 loss: 9.844037 eta: 27 days, 9:38:14 batch_cost: 0.8244 data_cost: 0.1197 ips: 9.7041 images/s
[08/19 13:01:08] ppdet.engine INFO: Epoch: [8] [38400/54024] learning_rate: 0.000100 loss_class: 0.740806 loss_bbox: 0.128036 loss_giou: 0.520409 loss_class_aux: 2.330164 loss_bbox_aux: 0.424042 loss_giou_aux: 1.661734 loss_class_dn: 0.361222 loss_bbox_dn: 0.127450 loss_giou_dn: 0.427131 loss_class_aux_dn: 0.810984 loss_bbox_aux_dn: 0.338443 loss_giou_aux_dn: 1.020957 loss: 9.054274 eta: 27 days, 9:35:55 batch_cost: 0.6921 data_cost: 0.1161 ips: 11.5588 images/s
[08/19 13:03:37] ppdet.engine INFO: Epoch: [8] [38600/54024] learning_rate: 0.000100 loss_class: 0.733351 loss_bbox: 0.129142 loss_giou: 0.555828 loss_class_aux: 2.262639 loss_bbox_aux: 0.428169 loss_giou_aux: 1.771451 loss_class_dn: 0.365155 loss_bbox_dn: 0.127998 loss_giou_dn: 0.457050 loss_class_aux_dn: 0.827693 loss_bbox_aux_dn: 0.335242 loss_giou_aux_dn: 1.094880 loss: 9.459839 eta: 27 days, 9:33:54 batch_cost: 0.7020 data_cost: 0.0173 ips: 11.3952 images/s
[08/19 13:06:30] ppdet.engine INFO: Epoch: [8] [38800/54024] learning_rate: 0.000100 loss_class: 0.769434 loss_bbox: 0.132489 loss_giou: 0.548313 loss_class_aux: 2.400282 loss_bbox_aux: 0.436261 loss_giou_aux: 1.738376 loss_class_dn: 0.376315 loss_bbox_dn: 0.134687 loss_giou_dn: 0.444025 loss_class_aux_dn: 0.841810 loss_bbox_aux_dn: 0.350190 loss_giou_aux_dn: 1.059949 loss: 9.313334 eta: 27 days, 9:35:33 batch_cost: 0.8185 data_cost: 0.0033 ips: 9.7745 images/s
[08/19 13:09:05] ppdet.engine INFO: Epoch: [8] [39000/54024] learning_rate: 0.000100 loss_class: 0.801929 loss_bbox: 0.141576 loss_giou: 0.614089 loss_class_aux: 2.481665 loss_bbox_aux: 0.480142 loss_giou_aux: 1.971619 loss_class_dn: 0.394199 loss_bbox_dn: 0.145095 loss_giou_dn: 0.494002 loss_class_aux_dn: 0.892034 loss_bbox_aux_dn: 0.376580 loss_giou_aux_dn: 1.191607 loss: 10.078506 eta: 27 days, 9:34:40 batch_cost: 0.7376 data_cost: 0.0150 ips: 10.8467 images/s
[08/19 13:11:49] ppdet.engine INFO: Epoch: [8] [39200/54024] learning_rate: 0.000100 loss_class: 0.768445 loss_bbox: 0.139603 loss_giou: 0.595217 loss_class_aux: 2.453245 loss_bbox_aux: 0.449250 loss_giou_aux: 1.904882 loss_class_dn: 0.382740 loss_bbox_dn: 0.140273 loss_giou_dn: 0.452369 loss_class_aux_dn: 0.868933 loss_bbox_aux_dn: 0.364208 loss_giou_aux_dn: 1.087891 loss: 9.520515 eta: 27 days, 9:35:03 batch_cost: 0.7787 data_cost: 0.0010 ips: 10.2741 images/s
[08/19 13:14:20] ppdet.engine INFO: Epoch: [8] [39400/54024] learning_rate: 0.000100 loss_class: 0.764585 loss_bbox: 0.132724 loss_giou: 0.557185 loss_class_aux: 2.378282 loss_bbox_aux: 0.442851 loss_giou_aux: 1.759441 loss_class_dn: 0.373105 loss_bbox_dn: 0.127972 loss_giou_dn: 0.456095 loss_class_aux_dn: 0.838845 loss_bbox_aux_dn: 0.337685 loss_giou_aux_dn: 1.077293 loss: 9.523340 eta: 27 days, 9:33:19 batch_cost: 0.7104 data_cost: 0.0468 ips: 11.2608 images/s
[08/19 13:16:37] ppdet.engine INFO: Epoch: [8] [39600/54024] learning_rate: 0.000100 loss_class: 0.771712 loss_bbox: 0.130463 loss_giou: 0.560133 loss_class_aux: 2.420722 loss_bbox_aux: 0.432520 loss_giou_aux: 1.782158 loss_class_dn: 0.389315 loss_bbox_dn: 0.136121 loss_giou_dn: 0.455436 loss_class_aux_dn: 0.865017 loss_bbox_aux_dn: 0.355266 loss_giou_aux_dn: 1.091527 loss: 9.506363 eta: 27 days, 9:29:25 batch_cost: 0.6417 data_cost: 0.0161 ips: 12.4661 images/s
[08/19 13:19:05] ppdet.engine INFO: Epoch: [8] [39800/54024] learning_rate: 0.000100 loss_class: 0.785766 loss_bbox: 0.136430 loss_giou: 0.567867 loss_class_aux: 2.445878 loss_bbox_aux: 0.457929 loss_giou_aux: 1.830503 loss_class_dn: 0.381812 loss_bbox_dn: 0.131941 loss_giou_dn: 0.454090 loss_class_aux_dn: 0.859326 loss_bbox_aux_dn: 0.356759 loss_giou_aux_dn: 1.083036 loss: 9.599784 eta: 27 days, 9:27:16 batch_cost: 0.6977 data_cost: 0.0378 ips: 11.4658 images/s
[08/19 13:21:35] ppdet.engine INFO: Epoch: [8] [40000/54024] learning_rate: 0.000100 loss_class: 0.741323 loss_bbox: 0.130923 loss_giou: 0.545460 loss_class_aux: 2.334520 loss_bbox_aux: 0.433832 loss_giou_aux: 1.758846 loss_class_dn: 0.367425 loss_bbox_dn: 0.128104 loss_giou_dn: 0.435096 loss_class_aux_dn: 0.798203 loss_bbox_aux_dn: 0.329262 loss_giou_aux_dn: 1.042063 loss: 9.137789 eta: 27 days, 9:25:24 batch_cost: 0.7066 data_cost: 0.0644 ips: 11.3212 images/s
[08/19 13:24:10] ppdet.engine INFO: Epoch: [8] [40200/54024] learning_rate: 0.000100 loss_class: 0.784368 loss_bbox: 0.137840 loss_giou: 0.582622 loss_class_aux: 2.438639 loss_bbox_aux: 0.460276 loss_giou_aux: 1.868721 loss_class_dn: 0.385593 loss_bbox_dn: 0.130293 loss_giou_dn: 0.480704 loss_class_aux_dn: 0.849497 loss_bbox_aux_dn: 0.349153 loss_giou_aux_dn: 1.127194 loss: 9.603404 eta: 27 days, 9:24:26 batch_cost: 0.7355 data_cost: 0.0943 ips: 10.8772 images/s
[08/19 13:26:35] ppdet.engine INFO: Epoch: [8] [40400/54024] learning_rate: 0.000100 loss_class: 0.729193 loss_bbox: 0.128934 loss_giou: 0.506242 loss_class_aux: 2.322415 loss_bbox_aux: 0.436163 loss_giou_aux: 1.622041 loss_class_dn: 0.362081 loss_bbox_dn: 0.131019 loss_giou_dn: 0.417749 loss_class_aux_dn: 0.818478 loss_bbox_aux_dn: 0.353200 loss_giou_aux_dn: 1.012159 loss: 8.988101 eta: 27 days, 9:21:52 batch_cost: 0.6845 data_cost: 0.0297 ips: 11.6868 images/s
[08/19 13:29:22] ppdet.engine INFO: Epoch: [8] [40600/54024] learning_rate: 0.000100 loss_class: 0.748576 loss_bbox: 0.134881 loss_giou: 0.583587 loss_class_aux: 2.340482 loss_bbox_aux: 0.454565 loss_giou_aux: 1.829123 loss_class_dn: 0.371031 loss_bbox_dn: 0.129865 loss_giou_dn: 0.449558 loss_class_aux_dn: 0.832159 loss_bbox_aux_dn: 0.346109 loss_giou_aux_dn: 1.079877 loss: 9.509521 eta: 27 days, 9:22:39 batch_cost: 0.7915 data_cost: 0.0293 ips: 10.1076 images/s
[08/19 13:32:10] ppdet.engine INFO: Epoch: [8] [40800/54024] learning_rate: 0.000100 loss_class: 0.771535 loss_bbox: 0.136937 loss_giou: 0.600170 loss_class_aux: 2.395936 loss_bbox_aux: 0.463447 loss_giou_aux: 1.886380 loss_class_dn: 0.384811 loss_bbox_dn: 0.137128 loss_giou_dn: 0.479454 loss_class_aux_dn: 0.858152 loss_bbox_aux_dn: 0.349406 loss_giou_aux_dn: 1.126260 loss: 9.608426 eta: 27 days, 9:23:35 batch_cost: 0.7965 data_cost: 0.0380 ips: 10.0434 images/s
[08/19 13:34:52] ppdet.engine INFO: Epoch: [8] [41000/54024] learning_rate: 0.000100 loss_class: 0.756703 loss_bbox: 0.131677 loss_giou: 0.526475 loss_class_aux: 2.375716 loss_bbox_aux: 0.447408 loss_giou_aux: 1.692852 loss_class_dn: 0.376288 loss_bbox_dn: 0.134471 loss_giou_dn: 0.436130 loss_class_aux_dn: 0.830046 loss_bbox_aux_dn: 0.358743 loss_giou_aux_dn: 1.047650 loss: 9.404736 eta: 27 days, 9:23:46 batch_cost: 0.7724 data_cost: 0.0531 ips: 10.3578 images/s
[08/19 13:37:30] ppdet.engine INFO: Epoch: [8] [41200/54024] learning_rate: 0.000100 loss_class: 0.785813 loss_bbox: 0.142746 loss_giou: 0.572579 loss_class_aux: 2.465289 loss_bbox_aux: 0.481117 loss_giou_aux: 1.832090 loss_class_dn: 0.396586 loss_bbox_dn: 0.142935 loss_giou_dn: 0.470735 loss_class_aux_dn: 0.879377 loss_bbox_aux_dn: 0.375156 loss_giou_aux_dn: 1.132770 loss: 9.993906 eta: 27 days, 9:23:16 batch_cost: 0.7508 data_cost: 0.0453 ips: 10.6553 images/s
[08/19 13:40:19] ppdet.engine INFO: Epoch: [8] [41400/54024] learning_rate: 0.000100 loss_class: 0.796080 loss_bbox: 0.140815 loss_giou: 0.603723 loss_class_aux: 2.432543 loss_bbox_aux: 0.470122 loss_giou_aux: 1.923900 loss_class_dn: 0.391035 loss_bbox_dn: 0.137265 loss_giou_dn: 0.468394 loss_class_aux_dn: 0.875674 loss_bbox_aux_dn: 0.358929 loss_giou_aux_dn: 1.126681 loss: 9.814234 eta: 27 days, 9:24:24 batch_cost: 0.8029 data_cost: 0.0530 ips: 9.9644 images/s
[08/19 13:43:00] ppdet.engine INFO: Epoch: [8] [41600/54024] learning_rate: 0.000100 loss_class: 0.762032 loss_bbox: 0.134384 loss_giou: 0.544055 loss_class_aux: 2.363109 loss_bbox_aux: 0.469167 loss_giou_aux: 1.747759 loss_class_dn: 0.382742 loss_bbox_dn: 0.128525 loss_giou_dn: 0.442585 loss_class_aux_dn: 0.847795 loss_bbox_aux_dn: 0.342065 loss_giou_aux_dn: 1.064790 loss: 9.482084 eta: 27 days, 9:24:15 batch_cost: 0.7626 data_cost: 0.0380 ips: 10.4899 images/s
[08/19 13:45:59] ppdet.engine INFO: Epoch: [8] [41800/54024] learning_rate: 0.000100 loss_class: 0.773903 loss_bbox: 0.136339 loss_giou: 0.584556 loss_class_aux: 2.396683 loss_bbox_aux: 0.464612 loss_giou_aux: 1.871779 loss_class_dn: 0.379120 loss_bbox_dn: 0.134630 loss_giou_dn: 0.454097 loss_class_aux_dn: 0.849357 loss_bbox_aux_dn: 0.350320 loss_giou_aux_dn: 1.096474 loss: 9.572626 eta: 27 days, 9:26:54 batch_cost: 0.8521 data_cost: 0.0009 ips: 9.3890 images/s
[08/19 13:48:28] ppdet.engine INFO: Epoch: [8] [42000/54024] learning_rate: 0.000100 loss_class: 0.734680 loss_bbox: 0.129245 loss_giou: 0.526821 loss_class_aux: 2.253277 loss_bbox_aux: 0.427025 loss_giou_aux: 1.671559 loss_class_dn: 0.359003 loss_bbox_dn: 0.127514 loss_giou_dn: 0.420661 loss_class_aux_dn: 0.807632 loss_bbox_aux_dn: 0.336661 loss_giou_aux_dn: 1.016091 loss: 9.045808 eta: 27 days, 9:24:51 batch_cost: 0.7014 data_cost: 0.0165 ips: 11.4062 images/s
[08/19 13:50:59] ppdet.engine INFO: Epoch: [8] [42200/54024] learning_rate: 0.000100 loss_class: 0.787190 loss_bbox: 0.140212 loss_giou: 0.573336 loss_class_aux: 2.453129 loss_bbox_aux: 0.478099 loss_giou_aux: 1.819517 loss_class_dn: 0.389345 loss_bbox_dn: 0.143206 loss_giou_dn: 0.450290 loss_class_aux_dn: 0.870513 loss_bbox_aux_dn: 0.374259 loss_giou_aux_dn: 1.081996 loss: 9.574018 eta: 27 days, 9:23:04 batch_cost: 0.7099 data_cost: 0.0042 ips: 11.2691 images/s
[08/19 13:53:35] ppdet.engine INFO: Epoch: [8] [42400/54024] learning_rate: 0.000100 loss_class: 0.790535 loss_bbox: 0.138347 loss_giou: 0.593205 loss_class_aux: 2.434146 loss_bbox_aux: 0.465309 loss_giou_aux: 1.899279 loss_class_dn: 0.397884 loss_bbox_dn: 0.130324 loss_giou_dn: 0.474813 loss_class_aux_dn: 0.882462 loss_bbox_aux_dn: 0.347985 loss_giou_aux_dn: 1.138573 loss: 9.799797 eta: 27 days, 9:22:04 batch_cost: 0.7346 data_cost: 0.0622 ips: 10.8896 images/s
[08/19 13:55:57] ppdet.engine INFO: Epoch: [8] [42600/54024] learning_rate: 0.000100 loss_class: 0.789797 loss_bbox: 0.141519 loss_giou: 0.551932 loss_class_aux: 2.462244 loss_bbox_aux: 0.475516 loss_giou_aux: 1.777988 loss_class_dn: 0.376633 loss_bbox_dn: 0.142481 loss_giou_dn: 0.448662 loss_class_aux_dn: 0.848213 loss_bbox_aux_dn: 0.358989 loss_giou_aux_dn: 1.069138 loss: 9.482021 eta: 27 days, 9:19:03 batch_cost: 0.6706 data_cost: 0.0124 ips: 11.9291 images/s
[08/19 13:58:32] ppdet.engine INFO: Epoch: [8] [42800/54024] learning_rate: 0.000100 loss_class: 0.778707 loss_bbox: 0.135194 loss_giou: 0.573523 loss_class_aux: 2.410357 loss_bbox_aux: 0.459217 loss_giou_aux: 1.806630 loss_class_dn: 0.377190 loss_bbox_dn: 0.136229 loss_giou_dn: 0.454039 loss_class_aux_dn: 0.851288 loss_bbox_aux_dn: 0.358629 loss_giou_aux_dn: 1.104058 loss: 9.623378 eta: 27 days, 9:18:09 batch_cost: 0.7380 data_cost: 0.0479 ips: 10.8402 images/s
[08/19 14:01:25] ppdet.engine INFO: Epoch: [8] [43000/54024] learning_rate: 0.000100 loss_class: 0.767343 loss_bbox: 0.136866 loss_giou: 0.554396 loss_class_aux: 2.369413 loss_bbox_aux: 0.469775 loss_giou_aux: 1.778935 loss_class_dn: 0.371722 loss_bbox_dn: 0.138165 loss_giou_dn: 0.444617 loss_class_aux_dn: 0.837431 loss_bbox_aux_dn: 0.361934 loss_giou_aux_dn: 1.063354 loss: 9.215417 eta: 27 days, 9:19:35 batch_cost: 0.8141 data_cost: 0.0327 ips: 9.8274 images/s
[08/19 14:04:08] ppdet.engine INFO: Epoch: [8] [43200/54024] learning_rate: 0.000100 loss_class: 0.784665 loss_bbox: 0.137720 loss_giou: 0.590305 loss_class_aux: 2.464828 loss_bbox_aux: 0.463498 loss_giou_aux: 1.858225 loss_class_dn: 0.386213 loss_bbox_dn: 0.132201 loss_giou_dn: 0.469264 loss_class_aux_dn: 0.856672 loss_bbox_aux_dn: 0.348859 loss_giou_aux_dn: 1.114546 loss: 9.656099 eta: 27 days, 9:19:55 batch_cost: 0.7781 data_cost: 0.0125 ips: 10.2818 images/s
[08/19 14:07:17] ppdet.engine INFO: Epoch: [8] [43400/54024] learning_rate: 0.000100 loss_class: 0.789623 loss_bbox: 0.134641 loss_giou: 0.567553 loss_class_aux: 2.431635 loss_bbox_aux: 0.461812 loss_giou_aux: 1.816797 loss_class_dn: 0.393847 loss_bbox_dn: 0.134645 loss_giou_dn: 0.473984 loss_class_aux_dn: 0.874007 loss_bbox_aux_dn: 0.356411 loss_giou_aux_dn: 1.134287 loss: 9.689566 eta: 27 days, 9:23:58 batch_cost: 0.8989 data_cost: 0.0619 ips: 8.9000 images/s
[08/19 14:09:38] ppdet.engine INFO: Epoch: [8] [43600/54024] learning_rate: 0.000100 loss_class: 0.726316 loss_bbox: 0.129316 loss_giou: 0.553638 loss_class_aux: 2.280034 loss_bbox_aux: 0.427751 loss_giou_aux: 1.770701 loss_class_dn: 0.373564 loss_bbox_dn: 0.135663 loss_giou_dn: 0.451452 loss_class_aux_dn: 0.837215 loss_bbox_aux_dn: 0.350402 loss_giou_aux_dn: 1.089574 loss: 9.378253 eta: 27 days, 9:20:46 batch_cost: 0.6644 data_cost: 0.0476 ips: 12.0411 images/s
[08/19 14:12:19] ppdet.engine INFO: Epoch: [8] [43800/54024] learning_rate: 0.000100 loss_class: 0.762597 loss_bbox: 0.133223 loss_giou: 0.547968 loss_class_aux: 2.393149 loss_bbox_aux: 0.448619 loss_giou_aux: 1.736716 loss_class_dn: 0.369960 loss_bbox_dn: 0.133996 loss_giou_dn: 0.433865 loss_class_aux_dn: 0.839898 loss_bbox_aux_dn: 0.350029 loss_giou_aux_dn: 1.042718 loss: 9.375964 eta: 27 days, 9:20:48 batch_cost: 0.7687 data_cost: 0.0241 ips: 10.4066 images/s
[08/19 14:14:55] ppdet.engine INFO: Epoch: [8] [44000/54024] learning_rate: 0.000100 loss_class: 0.751395 loss_bbox: 0.133651 loss_giou: 0.564929 loss_class_aux: 2.373641 loss_bbox_aux: 0.446425 loss_giou_aux: 1.782186 loss_class_dn: 0.381393 loss_bbox_dn: 0.131195 loss_giou_dn: 0.452479 loss_class_aux_dn: 0.852932 loss_bbox_aux_dn: 0.341730 loss_giou_aux_dn: 1.081412 loss: 9.520599 eta: 27 days, 9:19:48 batch_cost: 0.7355 data_cost: 0.0008 ips: 10.8768 images/s
[08/19 14:17:19] ppdet.engine INFO: Epoch: [8] [44200/54024] learning_rate: 0.000100 loss_class: 0.771122 loss_bbox: 0.139478 loss_giou: 0.577821 loss_class_aux: 2.421848 loss_bbox_aux: 0.453077 loss_giou_aux: 1.837325 loss_class_dn: 0.377544 loss_bbox_dn: 0.136275 loss_giou_dn: 0.453500 loss_class_aux_dn: 0.842003 loss_bbox_aux_dn: 0.350683 loss_giou_aux_dn: 1.088620 loss: 9.583083 eta: 27 days, 9:16:58 batch_cost: 0.6766 data_cost: 0.0144 ips: 11.8234 images/s
[08/19 14:20:05] ppdet.engine INFO: Epoch: [8] [44400/54024] learning_rate: 0.000100 loss_class: 0.756559 loss_bbox: 0.134579 loss_giou: 0.562009 loss_class_aux: 2.334877 loss_bbox_aux: 0.458229 loss_giou_aux: 1.798426 loss_class_dn: 0.373771 loss_bbox_dn: 0.128421 loss_giou_dn: 0.444740 loss_class_aux_dn: 0.836625 loss_bbox_aux_dn: 0.338065 loss_giou_aux_dn: 1.068851 loss: 9.414945 eta: 27 days, 9:17:33 batch_cost: 0.7869 data_cost: 0.0173 ips: 10.1660 images/s
[08/19 14:22:45] ppdet.engine INFO: Epoch: [8] [44600/54024] learning_rate: 0.000100 loss_class: 0.746120 loss_bbox: 0.137410 loss_giou: 0.565482 loss_class_aux: 2.355500 loss_bbox_aux: 0.454747 loss_giou_aux: 1.811928 loss_class_dn: 0.368401 loss_bbox_dn: 0.137015 loss_giou_dn: 0.447450 loss_class_aux_dn: 0.824947 loss_bbox_aux_dn: 0.354308 loss_giou_aux_dn: 1.084489 loss: 9.408690 eta: 27 days, 9:17:11 batch_cost: 0.7564 data_cost: 0.0064 ips: 10.5768 images/s
[08/19 14:25:11] ppdet.engine INFO: Epoch: [8] [44800/54024] learning_rate: 0.000100 loss_class: 0.792901 loss_bbox: 0.135577 loss_giou: 0.567951 loss_class_aux: 2.443763 loss_bbox_aux: 0.469142 loss_giou_aux: 1.818019 loss_class_dn: 0.384152 loss_bbox_dn: 0.138456 loss_giou_dn: 0.459824 loss_class_aux_dn: 0.847460 loss_bbox_aux_dn: 0.356619 loss_giou_aux_dn: 1.117368 loss: 9.661794 eta: 27 days, 9:14:40 batch_cost: 0.6865 data_cost: 0.0008 ips: 11.6537 images/s
[08/19 14:27:51] ppdet.engine INFO: Epoch: [8] [45000/54024] learning_rate: 0.000100 loss_class: 0.750011 loss_bbox: 0.125980 loss_giou: 0.553496 loss_class_aux: 2.294827 loss_bbox_aux: 0.432497 loss_giou_aux: 1.760870 loss_class_dn: 0.372141 loss_bbox_dn: 0.128413 loss_giou_dn: 0.446807 loss_class_aux_dn: 0.833029 loss_bbox_aux_dn: 0.343118 loss_giou_aux_dn: 1.069908 loss: 9.398820 eta: 27 days, 9:14:16 batch_cost: 0.7554 data_cost: 0.0657 ips: 10.5899 images/s
[08/19 14:30:28] ppdet.engine INFO: Epoch: [8] [45200/54024] learning_rate: 0.000100 loss_class: 0.781600 loss_bbox: 0.138042 loss_giou: 0.575233 loss_class_aux: 2.452257 loss_bbox_aux: 0.466634 loss_giou_aux: 1.848312 loss_class_dn: 0.391371 loss_bbox_dn: 0.136070 loss_giou_dn: 0.457821 loss_class_aux_dn: 0.870035 loss_bbox_aux_dn: 0.366745 loss_giou_aux_dn: 1.106325 loss: 9.788022 eta: 27 days, 9:13:28 batch_cost: 0.7424 data_cost: 0.0681 ips: 10.7756 images/s
[08/19 14:33:24] ppdet.engine INFO: Epoch: [8] [45400/54024] learning_rate: 0.000100 loss_class: 0.766930 loss_bbox: 0.134023 loss_giou: 0.550944 loss_class_aux: 2.396581 loss_bbox_aux: 0.452126 loss_giou_aux: 1.756645 loss_class_dn: 0.371988 loss_bbox_dn: 0.135034 loss_giou_dn: 0.452845 loss_class_aux_dn: 0.838773 loss_bbox_aux_dn: 0.346885 loss_giou_aux_dn: 1.087165 loss: 9.322401 eta: 27 days, 9:15:27 batch_cost: 0.8326 data_cost: 0.0011 ips: 9.6087 images/s
[08/19 14:35:58] ppdet.engine INFO: Epoch: [8] [45600/54024] learning_rate: 0.000100 loss_class: 0.748698 loss_bbox: 0.136674 loss_giou: 0.528643 loss_class_aux: 2.357918 loss_bbox_aux: 0.461509 loss_giou_aux: 1.678686 loss_class_dn: 0.372110 loss_bbox_dn: 0.135423 loss_giou_dn: 0.435716 loss_class_aux_dn: 0.832688 loss_bbox_aux_dn: 0.349958 loss_giou_aux_dn: 1.041676 loss: 9.393359 eta: 27 days, 9:14:08 batch_cost: 0.7262 data_cost: 0.0042 ips: 11.0165 images/s
[08/19 14:38:19] ppdet.engine INFO: Epoch: [8] [45800/54024] learning_rate: 0.000100 loss_class: 0.745707 loss_bbox: 0.132800 loss_giou: 0.526085 loss_class_aux: 2.319856 loss_bbox_aux: 0.440552 loss_giou_aux: 1.708185 loss_class_dn: 0.354090 loss_bbox_dn: 0.133838 loss_giou_dn: 0.426005 loss_class_aux_dn: 0.789853 loss_bbox_aux_dn: 0.354380 loss_giou_aux_dn: 1.024068 loss: 8.988944 eta: 27 days, 9:10:54 batch_cost: 0.6631 data_cost: 0.0165 ips: 12.0654 images/s
[08/19 14:41:06] ppdet.engine INFO: Epoch: [8] [46000/54024] learning_rate: 0.000100 loss_class: 0.785132 loss_bbox: 0.137754 loss_giou: 0.597887 loss_class_aux: 2.473382 loss_bbox_aux: 0.473035 loss_giou_aux: 1.908291 loss_class_dn: 0.387304 loss_bbox_dn: 0.134096 loss_giou_dn: 0.475124 loss_class_aux_dn: 0.861392 loss_bbox_aux_dn: 0.349026 loss_giou_aux_dn: 1.132684 loss: 9.820973 eta: 27 days, 9:11:40 batch_cost: 0.7936 data_cost: 0.0346 ips: 10.0808 images/s
[08/19 14:43:47] ppdet.engine INFO: Epoch: [8] [46200/54024] learning_rate: 0.000100 loss_class: 0.773261 loss_bbox: 0.133073 loss_giou: 0.586149 loss_class_aux: 2.402286 loss_bbox_aux: 0.449763 loss_giou_aux: 1.876417 loss_class_dn: 0.379759 loss_bbox_dn: 0.132704 loss_giou_dn: 0.439355 loss_class_aux_dn: 0.858753 loss_bbox_aux_dn: 0.350585 loss_giou_aux_dn: 1.081721 loss: 9.616728 eta: 27 days, 9:11:32 batch_cost: 0.7645 data_cost: 0.0522 ips: 10.4649 images/s
[08/19 14:46:30] ppdet.engine INFO: Epoch: [8] [46400/54024] learning_rate: 0.000100 loss_class: 0.759456 loss_bbox: 0.134922 loss_giou: 0.571585 loss_class_aux: 2.393807 loss_bbox_aux: 0.453735 loss_giou_aux: 1.812880 loss_class_dn: 0.376493 loss_bbox_dn: 0.137047 loss_giou_dn: 0.453585 loss_class_aux_dn: 0.849174 loss_bbox_aux_dn: 0.356045 loss_giou_aux_dn: 1.087931 loss: 9.438787 eta: 27 days, 9:11:40 batch_cost: 0.7734 data_cost: 0.1485 ips: 10.3439 images/s
[08/19 14:49:14] ppdet.engine INFO: Epoch: [8] [46600/54024] learning_rate: 0.000100 loss_class: 0.767407 loss_bbox: 0.131734 loss_giou: 0.549266 loss_class_aux: 2.431416 loss_bbox_aux: 0.439603 loss_giou_aux: 1.781131 loss_class_dn: 0.387450 loss_bbox_dn: 0.132729 loss_giou_dn: 0.454262 loss_class_aux_dn: 0.856251 loss_bbox_aux_dn: 0.345826 loss_giou_aux_dn: 1.091221 loss: 9.596697 eta: 27 days, 9:12:00 batch_cost: 0.7798 data_cost: 0.0885 ips: 10.2594 images/s
[08/19 14:51:41] ppdet.engine INFO: Epoch: [8] [46800/54024] learning_rate: 0.000100 loss_class: 0.803525 loss_bbox: 0.134450 loss_giou: 0.585066 loss_class_aux: 2.494574 loss_bbox_aux: 0.452755 loss_giou_aux: 1.873464 loss_class_dn: 0.400537 loss_bbox_dn: 0.133481 loss_giou_dn: 0.475602 loss_class_aux_dn: 0.885647 loss_bbox_aux_dn: 0.350464 loss_giou_aux_dn: 1.138770 loss: 10.010168 eta: 27 days, 9:09:37 batch_cost: 0.6914 data_cost: 0.0318 ips: 11.5710 images/s
[08/19 14:54:07] ppdet.engine INFO: Epoch: [8] [47000/54024] learning_rate: 0.000100 loss_class: 0.760904 loss_bbox: 0.129947 loss_giou: 0.536774 loss_class_aux: 2.373382 loss_bbox_aux: 0.450447 loss_giou_aux: 1.726070 loss_class_dn: 0.375384 loss_bbox_dn: 0.133312 loss_giou_dn: 0.439528 loss_class_aux_dn: 0.844287 loss_bbox_aux_dn: 0.354172 loss_giou_aux_dn: 1.080849 loss: 9.462874 eta: 27 days, 9:07:05 batch_cost: 0.6864 data_cost: 0.0549 ips: 11.6544 images/s
[08/19 14:56:38] ppdet.engine INFO: Epoch: [8] [47200/54024] learning_rate: 0.000100 loss_class: 0.735939 loss_bbox: 0.131108 loss_giou: 0.524495 loss_class_aux: 2.282725 loss_bbox_aux: 0.433454 loss_giou_aux: 1.695430 loss_class_dn: 0.360703 loss_bbox_dn: 0.135679 loss_giou_dn: 0.425383 loss_class_aux_dn: 0.805789 loss_bbox_aux_dn: 0.354805 loss_giou_aux_dn: 1.019620 loss: 9.085608 eta: 27 days, 9:05:23 batch_cost: 0.7135 data_cost: 0.0466 ips: 11.2127 images/s
[08/19 14:59:29] ppdet.engine INFO: Epoch: [8] [47400/54024] learning_rate: 0.000100 loss_class: 0.770509 loss_bbox: 0.132567 loss_giou: 0.554452 loss_class_aux: 2.391812 loss_bbox_aux: 0.454918 loss_giou_aux: 1.765963 loss_class_dn: 0.378660 loss_bbox_dn: 0.134136 loss_giou_dn: 0.444281 loss_class_aux_dn: 0.841456 loss_bbox_aux_dn: 0.350203 loss_giou_aux_dn: 1.072653 loss: 9.461430 eta: 27 days, 9:06:46 batch_cost: 0.8146 data_cost: 0.0244 ips: 9.8209 images/s
[08/19 15:01:40] ppdet.engine INFO: Epoch: [8] [47600/54024] learning_rate: 0.000100 loss_class: 0.773049 loss_bbox: 0.134302 loss_giou: 0.583095 loss_class_aux: 2.419384 loss_bbox_aux: 0.444415 loss_giou_aux: 1.856018 loss_class_dn: 0.392340 loss_bbox_dn: 0.131497 loss_giou_dn: 0.460232 loss_class_aux_dn: 0.863665 loss_bbox_aux_dn: 0.353351 loss_giou_aux_dn: 1.105141 loss: 9.597785 eta: 27 days, 9:01:46 batch_cost: 0.6057 data_cost: 0.0011 ips: 13.2074 images/s
[08/19 15:04:13] ppdet.engine INFO: Epoch: [8] [47800/54024] learning_rate: 0.000100 loss_class: 0.774280 loss_bbox: 0.137131 loss_giou: 0.590453 loss_class_aux: 2.399249 loss_bbox_aux: 0.457536 loss_giou_aux: 1.871592 loss_class_dn: 0.390368 loss_bbox_dn: 0.127580 loss_giou_dn: 0.465913 loss_class_aux_dn: 0.880846 loss_bbox_aux_dn: 0.338546 loss_giou_aux_dn: 1.137926 loss: 9.927706 eta: 27 days, 9:00:15 batch_cost: 0.7195 data_cost: 0.0109 ips: 11.1187 images/s
[08/19 15:06:53] ppdet.engine INFO: Epoch: [8] [48000/54024] learning_rate: 0.000100 loss_class: 0.783126 loss_bbox: 0.137989 loss_giou: 0.596322 loss_class_aux: 2.440326 loss_bbox_aux: 0.455686 loss_giou_aux: 1.916426 loss_class_dn: 0.392064 loss_bbox_dn: 0.133316 loss_giou_dn: 0.475645 loss_class_aux_dn: 0.869087 loss_bbox_aux_dn: 0.357058 loss_giou_aux_dn: 1.151694 loss: 9.909585 eta: 27 days, 8:59:44 batch_cost: 0.7529 data_cost: 0.0082 ips: 10.6254 images/s
[08/19 15:09:16] ppdet.engine INFO: Epoch: [8] [48200/54024] learning_rate: 0.000100 loss_class: 0.757072 loss_bbox: 0.134977 loss_giou: 0.567791 loss_class_aux: 2.355206 loss_bbox_aux: 0.455015 loss_giou_aux: 1.822003 loss_class_dn: 0.371542 loss_bbox_dn: 0.128154 loss_giou_dn: 0.452450 loss_class_aux_dn: 0.837571 loss_bbox_aux_dn: 0.342754 loss_giou_aux_dn: 1.081707 loss: 9.471990 eta: 27 days, 8:56:44 batch_cost: 0.6712 data_cost: 0.0302 ips: 11.9194 images/s
[08/19 15:11:40] ppdet.engine INFO: Epoch: [8] [48400/54024] learning_rate: 0.000100 loss_class: 0.771367 loss_bbox: 0.140896 loss_giou: 0.548752 loss_class_aux: 2.388559 loss_bbox_aux: 0.465627 loss_giou_aux: 1.744513 loss_class_dn: 0.371388 loss_bbox_dn: 0.134708 loss_giou_dn: 0.447478 loss_class_aux_dn: 0.822630 loss_bbox_aux_dn: 0.362201 loss_giou_aux_dn: 1.062787 loss: 9.442904 eta: 27 days, 8:53:54 batch_cost: 0.6761 data_cost: 0.0008 ips: 11.8318 images/s
[08/19 15:14:08] ppdet.engine INFO: Epoch: [8] [48600/54024] learning_rate: 0.000100 loss_class: 0.744371 loss_bbox: 0.128592 loss_giou: 0.532408 loss_class_aux: 2.346561 loss_bbox_aux: 0.435604 loss_giou_aux: 1.719202 loss_class_dn: 0.364624 loss_bbox_dn: 0.129084 loss_giou_dn: 0.430188 loss_class_aux_dn: 0.817272 loss_bbox_aux_dn: 0.342977 loss_giou_aux_dn: 1.037637 loss: 9.044837 eta: 27 days, 8:51:36 batch_cost: 0.6945 data_cost: 0.0228 ips: 11.5192 images/s
[08/19 15:16:23] ppdet.engine INFO: Epoch: [8] [48800/54024] learning_rate: 0.000100 loss_class: 0.773424 loss_bbox: 0.136205 loss_giou: 0.523742 loss_class_aux: 2.484816 loss_bbox_aux: 0.454575 loss_giou_aux: 1.696893 loss_class_dn: 0.366633 loss_bbox_dn: 0.138934 loss_giou_dn: 0.431183 loss_class_aux_dn: 0.823638 loss_bbox_aux_dn: 0.363567 loss_giou_aux_dn: 1.035829 loss: 9.238969 eta: 27 days, 8:47:15 batch_cost: 0.6267 data_cost: 0.0201 ips: 12.7649 images/s
[08/19 15:19:29] ppdet.engine INFO: Epoch: [8] [49000/54024] learning_rate: 0.000100 loss_class: 0.766978 loss_bbox: 0.139048 loss_giou: 0.568703 loss_class_aux: 2.418912 loss_bbox_aux: 0.457793 loss_giou_aux: 1.815829 loss_class_dn: 0.387772 loss_bbox_dn: 0.133505 loss_giou_dn: 0.454773 loss_class_aux_dn: 0.860979 loss_bbox_aux_dn: 0.352654 loss_giou_aux_dn: 1.089059 loss: 9.715876 eta: 27 days, 8:50:45 batch_cost: 0.8846 data_cost: 0.0382 ips: 9.0433 images/s
[08/19 15:22:17] ppdet.engine INFO: Epoch: [8] [49200/54024] learning_rate: 0.000100 loss_class: 0.771822 loss_bbox: 0.138420 loss_giou: 0.595327 loss_class_aux: 2.454319 loss_bbox_aux: 0.464309 loss_giou_aux: 1.923682 loss_class_dn: 0.386906 loss_bbox_dn: 0.139840 loss_giou_dn: 0.469125 loss_class_aux_dn: 0.862677 loss_bbox_aux_dn: 0.360045 loss_giou_aux_dn: 1.119823 loss: 9.773901 eta: 27 days, 8:51:32 batch_cost: 0.7951 data_cost: 0.0347 ips: 10.0618 images/s
[08/19 15:25:03] ppdet.engine INFO: Epoch: [8] [49400/54024] learning_rate: 0.000100 loss_class: 0.738710 loss_bbox: 0.127523 loss_giou: 0.533365 loss_class_aux: 2.333943 loss_bbox_aux: 0.429010 loss_giou_aux: 1.704103 loss_class_dn: 0.363176 loss_bbox_dn: 0.126372 loss_giou_dn: 0.449950 loss_class_aux_dn: 0.814565 loss_bbox_aux_dn: 0.336474 loss_giou_aux_dn: 1.055187 loss: 9.346677 eta: 27 days, 8:52:06 batch_cost: 0.7886 data_cost: 0.0306 ips: 10.1450 images/s
[08/19 15:27:41] ppdet.engine INFO: Epoch: [8] [49600/54024] learning_rate: 0.000100 loss_class: 0.792635 loss_bbox: 0.143427 loss_giou: 0.563958 loss_class_aux: 2.457688 loss_bbox_aux: 0.483914 loss_giou_aux: 1.816175 loss_class_dn: 0.388935 loss_bbox_dn: 0.141722 loss_giou_dn: 0.465474 loss_class_aux_dn: 0.872368 loss_bbox_aux_dn: 0.367561 loss_giou_aux_dn: 1.116747 loss: 9.818823 eta: 27 days, 8:51:23 batch_cost: 0.7465 data_cost: 0.0103 ips: 10.7165 images/s
[08/19 15:30:16] ppdet.engine INFO: Epoch: [8] [49800/54024] learning_rate: 0.000100 loss_class: 0.776311 loss_bbox: 0.138087 loss_giou: 0.571951 loss_class_aux: 2.447514 loss_bbox_aux: 0.469956 loss_giou_aux: 1.818488 loss_class_dn: 0.391756 loss_bbox_dn: 0.138808 loss_giou_dn: 0.458440 loss_class_aux_dn: 0.879286 loss_bbox_aux_dn: 0.358832 loss_giou_aux_dn: 1.106267 loss: 9.753328 eta: 27 days, 8:50:18 batch_cost: 0.7343 data_cost: 0.0233 ips: 10.8941 images/s
[08/19 15:33:06] ppdet.engine INFO: Epoch: [8] [50000/54024] learning_rate: 0.000100 loss_class: 0.780467 loss_bbox: 0.137402 loss_giou: 0.556000 loss_class_aux: 2.458216 loss_bbox_aux: 0.456326 loss_giou_aux: 1.802158 loss_class_dn: 0.387622 loss_bbox_dn: 0.129347 loss_giou_dn: 0.454957 loss_class_aux_dn: 0.866687 loss_bbox_aux_dn: 0.341669 loss_giou_aux_dn: 1.108314 loss: 9.522183 eta: 27 days, 8:51:24 batch_cost: 0.8063 data_cost: 0.0259 ips: 9.9222 images/s
[08/19 15:35:19] ppdet.engine INFO: Epoch: [8] [50200/54024] learning_rate: 0.000100 loss_class: 0.793413 loss_bbox: 0.141187 loss_giou: 0.570684 loss_class_aux: 2.447265 loss_bbox_aux: 0.463464 loss_giou_aux: 1.824107 loss_class_dn: 0.380225 loss_bbox_dn: 0.142760 loss_giou_dn: 0.463673 loss_class_aux_dn: 0.853934 loss_bbox_aux_dn: 0.362334 loss_giou_aux_dn: 1.104307 loss: 9.645998 eta: 27 days, 8:46:54 batch_cost: 0.6216 data_cost: 0.0344 ips: 12.8700 images/s
[08/19 15:37:58] ppdet.engine INFO: Epoch: [8] [50400/54024] learning_rate: 0.000100 loss_class: 0.731272 loss_bbox: 0.136567 loss_giou: 0.554063 loss_class_aux: 2.300061 loss_bbox_aux: 0.459061 loss_giou_aux: 1.792444 loss_class_dn: 0.363740 loss_bbox_dn: 0.131793 loss_giou_dn: 0.433254 loss_class_aux_dn: 0.812528 loss_bbox_aux_dn: 0.345066 loss_giou_aux_dn: 1.034847 loss: 9.023247 eta: 27 days, 8:46:26 batch_cost: 0.7550 data_cost: 0.0372 ips: 10.5958 images/s
[08/19 15:40:44] ppdet.engine INFO: Epoch: [8] [50600/54024] learning_rate: 0.000100 loss_class: 0.753528 loss_bbox: 0.137327 loss_giou: 0.546834 loss_class_aux: 2.364889 loss_bbox_aux: 0.464580 loss_giou_aux: 1.753103 loss_class_dn: 0.370754 loss_bbox_dn: 0.138198 loss_giou_dn: 0.435091 loss_class_aux_dn: 0.831603 loss_bbox_aux_dn: 0.362997 loss_giou_aux_dn: 1.063210 loss: 9.250186 eta: 27 days, 8:46:45 batch_cost: 0.7808 data_cost: 0.1103 ips: 10.2461 images/s
[08/19 15:43:26] ppdet.engine INFO: Epoch: [8] [50800/54024] learning_rate: 0.000100 loss_class: 0.757840 loss_bbox: 0.133882 loss_giou: 0.551709 loss_class_aux: 2.396293 loss_bbox_aux: 0.443032 loss_giou_aux: 1.773470 loss_class_dn: 0.374174 loss_bbox_dn: 0.128030 loss_giou_dn: 0.456123 loss_class_aux_dn: 0.847273 loss_bbox_aux_dn: 0.336628 loss_giou_aux_dn: 1.080609 loss: 9.439827 eta: 27 days, 8:46:45 batch_cost: 0.7705 data_cost: 0.0008 ips: 10.3827 images/s
[08/19 15:45:57] ppdet.engine INFO: Epoch: [8] [51000/54024] learning_rate: 0.000100 loss_class: 0.801912 loss_bbox: 0.137437 loss_giou: 0.565634 loss_class_aux: 2.523485 loss_bbox_aux: 0.463148 loss_giou_aux: 1.821707 loss_class_dn: 0.395100 loss_bbox_dn: 0.140535 loss_giou_dn: 0.459886 loss_class_aux_dn: 0.879056 loss_bbox_aux_dn: 0.358657 loss_giou_aux_dn: 1.106976 loss: 9.921947 eta: 27 days, 8:44:57 batch_cost: 0.7108 data_cost: 0.0010 ips: 11.2549 images/s
[08/19 15:48:23] ppdet.engine INFO: Epoch: [8] [51200/54024] learning_rate: 0.000100 loss_class: 0.757610 loss_bbox: 0.134825 loss_giou: 0.571243 loss_class_aux: 2.369707 loss_bbox_aux: 0.454070 loss_giou_aux: 1.833295 loss_class_dn: 0.385081 loss_bbox_dn: 0.131401 loss_giou_dn: 0.456260 loss_class_aux_dn: 0.855436 loss_bbox_aux_dn: 0.344881 loss_giou_aux_dn: 1.093220 loss: 9.502456 eta: 27 days, 8:42:32 batch_cost: 0.6905 data_cost: 0.0548 ips: 11.5859 images/s
[08/19 15:51:00] ppdet.engine INFO: Epoch: [8] [51400/54024] learning_rate: 0.000100 loss_class: 0.742633 loss_bbox: 0.133987 loss_giou: 0.548101 loss_class_aux: 2.335473 loss_bbox_aux: 0.452802 loss_giou_aux: 1.736475 loss_class_dn: 0.376186 loss_bbox_dn: 0.132614 loss_giou_dn: 0.441825 loss_class_aux_dn: 0.842198 loss_bbox_aux_dn: 0.340250 loss_giou_aux_dn: 1.057412 loss: 9.249497 eta: 27 days, 8:41:34 batch_cost: 0.7387 data_cost: 0.0008 ips: 10.8291 images/s
[08/19 15:53:14] ppdet.engine INFO: Epoch: [8] [51600/54024] learning_rate: 0.000100 loss_class: 0.772812 loss_bbox: 0.131663 loss_giou: 0.526220 loss_class_aux: 2.397874 loss_bbox_aux: 0.449175 loss_giou_aux: 1.710098 loss_class_dn: 0.373273 loss_bbox_dn: 0.136933 loss_giou_dn: 0.440868 loss_class_aux_dn: 0.820899 loss_bbox_aux_dn: 0.364866 loss_giou_aux_dn: 1.059963 loss: 9.334814 eta: 27 days, 8:37:17 batch_cost: 0.6291 data_cost: 0.0039 ips: 12.7172 images/s
[08/19 15:55:39] ppdet.engine INFO: Epoch: [8] [51800/54024] learning_rate: 0.000100 loss_class: 0.751170 loss_bbox: 0.133210 loss_giou: 0.533626 loss_class_aux: 2.309113 loss_bbox_aux: 0.447909 loss_giou_aux: 1.711237 loss_class_dn: 0.360829 loss_bbox_dn: 0.134465 loss_giou_dn: 0.432782 loss_class_aux_dn: 0.804305 loss_bbox_aux_dn: 0.347896 loss_giou_aux_dn: 1.041826 loss: 9.220414 eta: 27 days, 8:34:45 batch_cost: 0.6866 data_cost: 0.0640 ips: 11.6522 images/s
[08/19 15:58:00] ppdet.engine INFO: Epoch: [8] [52000/54024] learning_rate: 0.000100 loss_class: 0.769009 loss_bbox: 0.138627 loss_giou: 0.555046 loss_class_aux: 2.414545 loss_bbox_aux: 0.460208 loss_giou_aux: 1.770400 loss_class_dn: 0.386204 loss_bbox_dn: 0.135119 loss_giou_dn: 0.465507 loss_class_aux_dn: 0.856508 loss_bbox_aux_dn: 0.344089 loss_giou_aux_dn: 1.130400 loss: 9.834099 eta: 27 days, 8:31:35 batch_cost: 0.6657 data_cost: 0.0214 ips: 12.0174 images/s
[08/19 16:00:25] ppdet.engine INFO: Epoch: [8] [52200/54024] learning_rate: 0.000100 loss_class: 0.764996 loss_bbox: 0.137895 loss_giou: 0.583217 loss_class_aux: 2.405504 loss_bbox_aux: 0.453881 loss_giou_aux: 1.860964 loss_class_dn: 0.384201 loss_bbox_dn: 0.135793 loss_giou_dn: 0.455876 loss_class_aux_dn: 0.852146 loss_bbox_aux_dn: 0.358170 loss_giou_aux_dn: 1.089296 loss: 9.548533 eta: 27 days, 8:28:52 batch_cost: 0.6807 data_cost: 0.0144 ips: 11.7527 images/s
[08/19 16:02:42] ppdet.engine INFO: Epoch: [8] [52400/54024] learning_rate: 0.000100 loss_class: 0.780907 loss_bbox: 0.132932 loss_giou: 0.560052 loss_class_aux: 2.437116 loss_bbox_aux: 0.441772 loss_giou_aux: 1.788870 loss_class_dn: 0.371890 loss_bbox_dn: 0.135218 loss_giou_dn: 0.451279 loss_class_aux_dn: 0.835174 loss_bbox_aux_dn: 0.359844 loss_giou_aux_dn: 1.100316 loss: 9.300455 eta: 27 days, 8:25:02 batch_cost: 0.6434 data_cost: 0.0202 ips: 12.4335 images/s
[08/19 16:05:09] ppdet.engine INFO: Epoch: [8] [52600/54024] learning_rate: 0.000100 loss_class: 0.784706 loss_bbox: 0.142432 loss_giou: 0.579988 loss_class_aux: 2.456813 loss_bbox_aux: 0.483737 loss_giou_aux: 1.821046 loss_class_dn: 0.384391 loss_bbox_dn: 0.139147 loss_giou_dn: 0.454831 loss_class_aux_dn: 0.857421 loss_bbox_aux_dn: 0.357114 loss_giou_aux_dn: 1.097363 loss: 9.643107 eta: 27 days, 8:22:30 batch_cost: 0.6869 data_cost: 0.0230 ips: 11.6458 images/s
[08/19 16:07:45] ppdet.engine INFO: Epoch: [8] [52800/54024] learning_rate: 0.000100 loss_class: 0.773232 loss_bbox: 0.132461 loss_giou: 0.544891 loss_class_aux: 2.450373 loss_bbox_aux: 0.448551 loss_giou_aux: 1.764699 loss_class_dn: 0.374091 loss_bbox_dn: 0.132043 loss_giou_dn: 0.432252 loss_class_aux_dn: 0.834261 loss_bbox_aux_dn: 0.351115 loss_giou_aux_dn: 1.045068 loss: 9.354894 eta: 27 days, 8:21:33 batch_cost: 0.7394 data_cost: 0.0045 ips: 10.8192 images/s
[08/19 16:10:14] ppdet.engine INFO: Epoch: [8] [53000/54024] learning_rate: 0.000100 loss_class: 0.743859 loss_bbox: 0.134067 loss_giou: 0.547618 loss_class_aux: 2.371464 loss_bbox_aux: 0.443058 loss_giou_aux: 1.770672 loss_class_dn: 0.370457 loss_bbox_dn: 0.129249 loss_giou_dn: 0.438532 loss_class_aux_dn: 0.829039 loss_bbox_aux_dn: 0.339472 loss_giou_aux_dn: 1.053452 loss: 9.355179 eta: 27 days, 8:19:40 batch_cost: 0.7078 data_cost: 0.0221 ips: 11.3021 images/s
[08/19 16:12:39] ppdet.engine INFO: Epoch: [8] [53200/54024] learning_rate: 0.000100 loss_class: 0.762723 loss_bbox: 0.141434 loss_giou: 0.556531 loss_class_aux: 2.382056 loss_bbox_aux: 0.467511 loss_giou_aux: 1.781690 loss_class_dn: 0.373752 loss_bbox_dn: 0.131620 loss_giou_dn: 0.453697 loss_class_aux_dn: 0.840934 loss_bbox_aux_dn: 0.346760 loss_giou_aux_dn: 1.087168 loss: 9.344771 eta: 27 days, 8:16:56 batch_cost: 0.6803 data_cost: 0.0391 ips: 11.7599 images/s
[08/19 16:15:06] ppdet.engine INFO: Epoch: [8] [53400/54024] learning_rate: 0.000100 loss_class: 0.782764 loss_bbox: 0.137657 loss_giou: 0.574330 loss_class_aux: 2.423798 loss_bbox_aux: 0.466767 loss_giou_aux: 1.813357 loss_class_dn: 0.390110 loss_bbox_dn: 0.138500 loss_giou_dn: 0.454483 loss_class_aux_dn: 0.857207 loss_bbox_aux_dn: 0.365543 loss_giou_aux_dn: 1.093555 loss: 9.667920 eta: 27 days, 8:14:32 batch_cost: 0.6909 data_cost: 0.0217 ips: 11.5788 images/s
[08/19 16:18:06] ppdet.engine INFO: Epoch: [8] [53600/54024] learning_rate: 0.000100 loss_class: 0.771643 loss_bbox: 0.131672 loss_giou: 0.571239 loss_class_aux: 2.403879 loss_bbox_aux: 0.446460 loss_giou_aux: 1.806815 loss_class_dn: 0.378001 loss_bbox_dn: 0.127784 loss_giou_dn: 0.450600 loss_class_aux_dn: 0.847475 loss_bbox_aux_dn: 0.339209 loss_giou_aux_dn: 1.061927 loss: 9.435509 eta: 27 days, 8:17:21 batch_cost: 0.8650 data_cost: 0.0266 ips: 9.2488 images/s
[08/19 16:20:33] ppdet.engine INFO: Epoch: [8] [53800/54024] learning_rate: 0.000100 loss_class: 0.741186 loss_bbox: 0.134211 loss_giou: 0.577792 loss_class_aux: 2.317524 loss_bbox_aux: 0.446431 loss_giou_aux: 1.855457 loss_class_dn: 0.368946 loss_bbox_dn: 0.134000 loss_giou_dn: 0.457306 loss_class_aux_dn: 0.813069 loss_bbox_aux_dn: 0.343680 loss_giou_aux_dn: 1.082588 loss: 9.134623 eta: 27 days, 8:15:00 batch_cost: 0.6928 data_cost: 0.0496 ips: 11.5480 images/s
[08/19 16:23:06] ppdet.engine INFO: Epoch: [8] [54000/54024] learning_rate: 0.000100 loss_class: 0.770999 loss_bbox: 0.135166 loss_giou: 0.564702 loss_class_aux: 2.385604 loss_bbox_aux: 0.443643 loss_giou_aux: 1.799563 loss_class_dn: 0.374844 loss_bbox_dn: 0.135233 loss_giou_dn: 0.460696 loss_class_aux_dn: 0.825577 loss_bbox_aux_dn: 0.364152 loss_giou_aux_dn: 1.105093 loss: 9.508550 eta: 27 days, 8:13:30 batch_cost: 0.7214 data_cost: 0.0048 ips: 11.0890 images/s
[08/19 16:23:34] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
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[08/19 16:50:55] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=5.47s)
creating index...
index created!
[08/19 16:51:01] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=242.90s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=2545.90s).
Accumulating evaluation results...
DONE (t=899.46s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.219
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.300
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.237
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.100
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.208
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.296
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.233
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.448
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.479
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.264
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.469
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.625
[08/19 17:54:15] ppdet.engine INFO: Total sample number: 80000, average FPS: 60.38646294499447
[08/19 17:54:15] ppdet.engine INFO: Best test bbox ap is 0.219.
[08/19 17:54:17] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
[08/19 17:54:27] ppdet.engine INFO: Epoch: [9] [    0/54024] learning_rate: 0.000100 loss_class: 0.766890 loss_bbox: 0.137708 loss_giou: 0.575397 loss_class_aux: 2.396230 loss_bbox_aux: 0.454949 loss_giou_aux: 1.810615 loss_class_dn: 0.372146 loss_bbox_dn: 0.138750 loss_giou_dn: 0.474881 loss_class_aux_dn: 0.825609 loss_bbox_aux_dn: 0.368415 loss_giou_aux_dn: 1.132662 loss: 9.441344 eta: 27 days, 8:13:23 batch_cost: 0.6947 data_cost: 0.0052 ips: 11.5160 images/s
[08/19 17:57:01] ppdet.engine INFO: Epoch: [9] [  200/54024] learning_rate: 0.000100 loss_class: 0.763781 loss_bbox: 0.131382 loss_giou: 0.525488 loss_class_aux: 2.416353 loss_bbox_aux: 0.439939 loss_giou_aux: 1.688536 loss_class_dn: 0.369191 loss_bbox_dn: 0.130941 loss_giou_dn: 0.421081 loss_class_aux_dn: 0.836197 loss_bbox_aux_dn: 0.342976 loss_giou_aux_dn: 1.028518 loss: 9.363152 eta: 27 days, 8:12:06 batch_cost: 0.7284 data_cost: 0.0412 ips: 10.9832 images/s
[08/19 17:59:31] ppdet.engine INFO: Epoch: [9] [  400/54024] learning_rate: 0.000100 loss_class: 0.768554 loss_bbox: 0.130825 loss_giou: 0.523027 loss_class_aux: 2.405432 loss_bbox_aux: 0.446173 loss_giou_aux: 1.689667 loss_class_dn: 0.368062 loss_bbox_dn: 0.135762 loss_giou_dn: 0.430314 loss_class_aux_dn: 0.836805 loss_bbox_aux_dn: 0.362142 loss_giou_aux_dn: 1.054778 loss: 9.316176 eta: 27 days, 8:10:04 batch_cost: 0.7034 data_cost: 0.0248 ips: 11.3727 images/s
[08/19 18:02:21] ppdet.engine INFO: Epoch: [9] [  600/54024] learning_rate: 0.000100 loss_class: 0.724277 loss_bbox: 0.133232 loss_giou: 0.495283 loss_class_aux: 2.293866 loss_bbox_aux: 0.453714 loss_giou_aux: 1.559415 loss_class_dn: 0.359754 loss_bbox_dn: 0.139443 loss_giou_dn: 0.420653 loss_class_aux_dn: 0.814239 loss_bbox_aux_dn: 0.361902 loss_giou_aux_dn: 1.017741 loss: 9.054473 eta: 27 days, 8:11:03 batch_cost: 0.8043 data_cost: 0.0355 ips: 9.9467 images/s
[08/19 18:04:42] ppdet.engine INFO: Epoch: [9] [  800/54024] learning_rate: 0.000100 loss_class: 0.774123 loss_bbox: 0.125907 loss_giou: 0.536939 loss_class_aux: 2.399727 loss_bbox_aux: 0.426594 loss_giou_aux: 1.738541 loss_class_dn: 0.376518 loss_bbox_dn: 0.126501 loss_giou_dn: 0.437298 loss_class_aux_dn: 0.830133 loss_bbox_aux_dn: 0.339890 loss_giou_aux_dn: 1.071845 loss: 9.302394 eta: 27 days, 8:07:46 batch_cost: 0.6618 data_cost: 0.0421 ips: 12.0889 images/s
[08/19 18:07:21] ppdet.engine INFO: Epoch: [9] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.762527 loss_bbox: 0.129723 loss_giou: 0.544888 loss_class_aux: 2.415724 loss_bbox_aux: 0.439072 loss_giou_aux: 1.763605 loss_class_dn: 0.380262 loss_bbox_dn: 0.128230 loss_giou_dn: 0.438781 loss_class_aux_dn: 0.847297 loss_bbox_aux_dn: 0.340291 loss_giou_aux_dn: 1.053046 loss: 9.431336 eta: 27 days, 8:07:13 batch_cost: 0.7531 data_cost: 0.0215 ips: 10.6232 images/s
[08/19 18:09:59] ppdet.engine INFO: Epoch: [9] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.771308 loss_bbox: 0.136538 loss_giou: 0.579066 loss_class_aux: 2.417545 loss_bbox_aux: 0.469802 loss_giou_aux: 1.868447 loss_class_dn: 0.383540 loss_bbox_dn: 0.132503 loss_giou_dn: 0.473150 loss_class_aux_dn: 0.864505 loss_bbox_aux_dn: 0.354042 loss_giou_aux_dn: 1.129862 loss: 9.742962 eta: 27 days, 8:06:18 batch_cost: 0.7410 data_cost: 0.0764 ips: 10.7964 images/s
[08/19 18:12:59] ppdet.engine INFO: Epoch: [9] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.771318 loss_bbox: 0.132990 loss_giou: 0.553566 loss_class_aux: 2.420079 loss_bbox_aux: 0.445359 loss_giou_aux: 1.766597 loss_class_dn: 0.377386 loss_bbox_dn: 0.135889 loss_giou_dn: 0.439754 loss_class_aux_dn: 0.844657 loss_bbox_aux_dn: 0.347195 loss_giou_aux_dn: 1.055308 loss: 9.415175 eta: 27 days, 8:08:54 batch_cost: 0.8588 data_cost: 0.1394 ips: 9.3151 images/s
[08/19 18:15:29] ppdet.engine INFO: Epoch: [9] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.754956 loss_bbox: 0.133170 loss_giou: 0.552182 loss_class_aux: 2.354481 loss_bbox_aux: 0.452343 loss_giou_aux: 1.722923 loss_class_dn: 0.361073 loss_bbox_dn: 0.141766 loss_giou_dn: 0.426684 loss_class_aux_dn: 0.810918 loss_bbox_aux_dn: 0.365056 loss_giou_aux_dn: 1.015255 loss: 9.153048 eta: 27 days, 8:06:50 batch_cost: 0.7029 data_cost: 0.0173 ips: 11.3807 images/s
[08/19 18:18:13] ppdet.engine INFO: Epoch: [9] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.763998 loss_bbox: 0.138020 loss_giou: 0.557444 loss_class_aux: 2.363545 loss_bbox_aux: 0.459169 loss_giou_aux: 1.786792 loss_class_dn: 0.380635 loss_bbox_dn: 0.138755 loss_giou_dn: 0.446031 loss_class_aux_dn: 0.850962 loss_bbox_aux_dn: 0.356856 loss_giou_aux_dn: 1.079362 loss: 9.541557 eta: 27 days, 8:06:49 batch_cost: 0.7708 data_cost: 0.0009 ips: 10.3791 images/s
[08/19 18:21:10] ppdet.engine INFO: Epoch: [9] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.779628 loss_bbox: 0.138245 loss_giou: 0.592016 loss_class_aux: 2.434693 loss_bbox_aux: 0.456011 loss_giou_aux: 1.887606 loss_class_dn: 0.381678 loss_bbox_dn: 0.130341 loss_giou_dn: 0.458685 loss_class_aux_dn: 0.850592 loss_bbox_aux_dn: 0.346791 loss_giou_aux_dn: 1.098827 loss: 9.502070 eta: 27 days, 8:08:47 batch_cost: 0.8382 data_cost: 0.0300 ips: 9.5441 images/s
[08/19 18:23:43] ppdet.engine INFO: Epoch: [9] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.771195 loss_bbox: 0.134429 loss_giou: 0.588437 loss_class_aux: 2.449453 loss_bbox_aux: 0.461347 loss_giou_aux: 1.877871 loss_class_dn: 0.394981 loss_bbox_dn: 0.139139 loss_giou_dn: 0.458789 loss_class_aux_dn: 0.878403 loss_bbox_aux_dn: 0.366474 loss_giou_aux_dn: 1.104949 loss: 9.721016 eta: 27 days, 8:07:20 batch_cost: 0.7232 data_cost: 0.0123 ips: 11.0624 images/s
[08/19 18:26:40] ppdet.engine INFO: Epoch: [9] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.759061 loss_bbox: 0.134575 loss_giou: 0.589990 loss_class_aux: 2.384544 loss_bbox_aux: 0.447953 loss_giou_aux: 1.846465 loss_class_dn: 0.384050 loss_bbox_dn: 0.138065 loss_giou_dn: 0.459988 loss_class_aux_dn: 0.863363 loss_bbox_aux_dn: 0.357788 loss_giou_aux_dn: 1.090739 loss: 9.457907 eta: 27 days, 8:09:10 batch_cost: 0.8341 data_cost: 0.1367 ips: 9.5914 images/s
[08/19 18:29:23] ppdet.engine INFO: Epoch: [9] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.734714 loss_bbox: 0.139221 loss_giou: 0.558275 loss_class_aux: 2.354450 loss_bbox_aux: 0.446221 loss_giou_aux: 1.743975 loss_class_dn: 0.369699 loss_bbox_dn: 0.129517 loss_giou_dn: 0.438295 loss_class_aux_dn: 0.821326 loss_bbox_aux_dn: 0.341911 loss_giou_aux_dn: 1.066508 loss: 9.125488 eta: 27 days, 8:09:11 batch_cost: 0.7726 data_cost: 0.0030 ips: 10.3541 images/s
[08/19 18:32:09] ppdet.engine INFO: Epoch: [9] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.730261 loss_bbox: 0.131562 loss_giou: 0.577335 loss_class_aux: 2.286062 loss_bbox_aux: 0.429448 loss_giou_aux: 1.847945 loss_class_dn: 0.366102 loss_bbox_dn: 0.129064 loss_giou_dn: 0.449381 loss_class_aux_dn: 0.817908 loss_bbox_aux_dn: 0.338245 loss_giou_aux_dn: 1.075274 loss: 9.148664 eta: 27 days, 8:09:33 batch_cost: 0.7845 data_cost: 0.0492 ips: 10.1974 images/s
[08/19 18:35:01] ppdet.engine INFO: Epoch: [9] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.753234 loss_bbox: 0.132237 loss_giou: 0.571538 loss_class_aux: 2.350787 loss_bbox_aux: 0.450540 loss_giou_aux: 1.799250 loss_class_dn: 0.371282 loss_bbox_dn: 0.136282 loss_giou_dn: 0.434139 loss_class_aux_dn: 0.830202 loss_bbox_aux_dn: 0.350955 loss_giou_aux_dn: 1.044174 loss: 9.444640 eta: 27 days, 8:10:47 batch_cost: 0.8141 data_cost: 0.0542 ips: 9.8265 images/s
[08/19 18:37:49] ppdet.engine INFO: Epoch: [9] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.768509 loss_bbox: 0.137977 loss_giou: 0.565630 loss_class_aux: 2.422191 loss_bbox_aux: 0.461323 loss_giou_aux: 1.809595 loss_class_dn: 0.381825 loss_bbox_dn: 0.138360 loss_giou_dn: 0.455544 loss_class_aux_dn: 0.848677 loss_bbox_aux_dn: 0.356898 loss_giou_aux_dn: 1.101920 loss: 9.582430 eta: 27 days, 8:11:21 batch_cost: 0.7914 data_cost: 0.0008 ips: 10.1083 images/s
[08/19 18:40:25] ppdet.engine INFO: Epoch: [9] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.778540 loss_bbox: 0.136928 loss_giou: 0.575970 loss_class_aux: 2.391739 loss_bbox_aux: 0.450352 loss_giou_aux: 1.838586 loss_class_dn: 0.385149 loss_bbox_dn: 0.136537 loss_giou_dn: 0.469812 loss_class_aux_dn: 0.854341 loss_bbox_aux_dn: 0.351196 loss_giou_aux_dn: 1.121082 loss: 9.575988 eta: 27 days, 8:10:12 batch_cost: 0.7343 data_cost: 0.0458 ips: 10.8953 images/s
[08/19 18:42:47] ppdet.engine INFO: Epoch: [9] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.780957 loss_bbox: 0.139249 loss_giou: 0.576218 loss_class_aux: 2.452344 loss_bbox_aux: 0.466122 loss_giou_aux: 1.857144 loss_class_dn: 0.386955 loss_bbox_dn: 0.131203 loss_giou_dn: 0.453498 loss_class_aux_dn: 0.869045 loss_bbox_aux_dn: 0.353758 loss_giou_aux_dn: 1.099053 loss: 9.518744 eta: 27 days, 8:07:00 batch_cost: 0.6652 data_cost: 0.0084 ips: 12.0274 images/s
[08/19 18:45:10] ppdet.engine INFO: Epoch: [9] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.747257 loss_bbox: 0.136565 loss_giou: 0.601201 loss_class_aux: 2.343804 loss_bbox_aux: 0.455607 loss_giou_aux: 1.928858 loss_class_dn: 0.386193 loss_bbox_dn: 0.130083 loss_giou_dn: 0.463125 loss_class_aux_dn: 0.859437 loss_bbox_aux_dn: 0.342783 loss_giou_aux_dn: 1.120812 loss: 9.572183 eta: 27 days, 8:04:06 batch_cost: 0.6751 data_cost: 0.0493 ips: 11.8503 images/s
[08/19 18:47:42] ppdet.engine INFO: Epoch: [9] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.785066 loss_bbox: 0.141119 loss_giou: 0.582586 loss_class_aux: 2.489397 loss_bbox_aux: 0.465499 loss_giou_aux: 1.861937 loss_class_dn: 0.392194 loss_bbox_dn: 0.140438 loss_giou_dn: 0.465928 loss_class_aux_dn: 0.879224 loss_bbox_aux_dn: 0.369248 loss_giou_aux_dn: 1.120564 loss: 9.692239 eta: 27 days, 8:02:17 batch_cost: 0.7114 data_cost: 0.0730 ips: 11.2459 images/s
[08/19 18:50:05] ppdet.engine INFO: Epoch: [9] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.744626 loss_bbox: 0.133568 loss_giou: 0.585350 loss_class_aux: 2.322878 loss_bbox_aux: 0.455142 loss_giou_aux: 1.866439 loss_class_dn: 0.377076 loss_bbox_dn: 0.130796 loss_giou_dn: 0.450957 loss_class_aux_dn: 0.848559 loss_bbox_aux_dn: 0.344801 loss_giou_aux_dn: 1.093065 loss: 9.307190 eta: 27 days, 7:59:14 batch_cost: 0.6697 data_cost: 0.0076 ips: 11.9448 images/s
[08/19 18:52:26] ppdet.engine INFO: Epoch: [9] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.786841 loss_bbox: 0.136850 loss_giou: 0.531662 loss_class_aux: 2.437325 loss_bbox_aux: 0.462888 loss_giou_aux: 1.722937 loss_class_dn: 0.374135 loss_bbox_dn: 0.139530 loss_giou_dn: 0.434387 loss_class_aux_dn: 0.831933 loss_bbox_aux_dn: 0.365417 loss_giou_aux_dn: 1.047441 loss: 9.384583 eta: 27 days, 7:55:59 batch_cost: 0.6634 data_cost: 0.0127 ips: 12.0590 images/s
[08/19 18:55:01] ppdet.engine INFO: Epoch: [9] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.766819 loss_bbox: 0.129602 loss_giou: 0.548852 loss_class_aux: 2.402478 loss_bbox_aux: 0.449206 loss_giou_aux: 1.765125 loss_class_dn: 0.377276 loss_bbox_dn: 0.134352 loss_giou_dn: 0.444571 loss_class_aux_dn: 0.841453 loss_bbox_aux_dn: 0.360001 loss_giou_aux_dn: 1.063751 loss: 9.453294 eta: 27 days, 7:54:45 batch_cost: 0.7312 data_cost: 0.0049 ips: 10.9407 images/s
[08/19 18:57:55] ppdet.engine INFO: Epoch: [9] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.755862 loss_bbox: 0.135477 loss_giou: 0.572580 loss_class_aux: 2.341826 loss_bbox_aux: 0.455018 loss_giou_aux: 1.822190 loss_class_dn: 0.384936 loss_bbox_dn: 0.128289 loss_giou_dn: 0.452042 loss_class_aux_dn: 0.864206 loss_bbox_aux_dn: 0.339780 loss_giou_aux_dn: 1.089579 loss: 9.556806 eta: 27 days, 7:56:15 batch_cost: 0.8235 data_cost: 0.0430 ips: 9.7146 images/s
[08/19 19:00:39] ppdet.engine INFO: Epoch: [9] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.785116 loss_bbox: 0.143064 loss_giou: 0.566726 loss_class_aux: 2.449513 loss_bbox_aux: 0.475942 loss_giou_aux: 1.813764 loss_class_dn: 0.386095 loss_bbox_dn: 0.136313 loss_giou_dn: 0.458524 loss_class_aux_dn: 0.870294 loss_bbox_aux_dn: 0.355108 loss_giou_aux_dn: 1.121384 loss: 9.805733 eta: 27 days, 7:56:24 batch_cost: 0.7784 data_cost: 0.0336 ips: 10.2778 images/s
[08/19 19:03:10] ppdet.engine INFO: Epoch: [9] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.755977 loss_bbox: 0.138726 loss_giou: 0.573726 loss_class_aux: 2.362776 loss_bbox_aux: 0.461588 loss_giou_aux: 1.838249 loss_class_dn: 0.379520 loss_bbox_dn: 0.136197 loss_giou_dn: 0.452259 loss_class_aux_dn: 0.862805 loss_bbox_aux_dn: 0.348192 loss_giou_aux_dn: 1.091367 loss: 9.686491 eta: 27 days, 7:54:29 batch_cost: 0.7082 data_cost: 0.0327 ips: 11.2965 images/s
[08/19 19:05:39] ppdet.engine INFO: Epoch: [9] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.765436 loss_bbox: 0.136103 loss_giou: 0.562586 loss_class_aux: 2.401771 loss_bbox_aux: 0.451807 loss_giou_aux: 1.784413 loss_class_dn: 0.382175 loss_bbox_dn: 0.132720 loss_giou_dn: 0.455907 loss_class_aux_dn: 0.849440 loss_bbox_aux_dn: 0.347433 loss_giou_aux_dn: 1.104129 loss: 9.537801 eta: 27 days, 7:52:16 batch_cost: 0.6985 data_cost: 0.0096 ips: 11.4537 images/s
[08/19 19:08:08] ppdet.engine INFO: Epoch: [9] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.761428 loss_bbox: 0.132831 loss_giou: 0.547276 loss_class_aux: 2.374592 loss_bbox_aux: 0.446739 loss_giou_aux: 1.744528 loss_class_dn: 0.370189 loss_bbox_dn: 0.130818 loss_giou_dn: 0.445437 loss_class_aux_dn: 0.837506 loss_bbox_aux_dn: 0.337065 loss_giou_aux_dn: 1.061814 loss: 9.293387 eta: 27 days, 7:50:13 batch_cost: 0.7039 data_cost: 0.0592 ips: 11.3656 images/s
[08/19 19:10:57] ppdet.engine INFO: Epoch: [9] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.779987 loss_bbox: 0.138132 loss_giou: 0.563381 loss_class_aux: 2.426079 loss_bbox_aux: 0.461196 loss_giou_aux: 1.792497 loss_class_dn: 0.388638 loss_bbox_dn: 0.134271 loss_giou_dn: 0.449070 loss_class_aux_dn: 0.867418 loss_bbox_aux_dn: 0.363332 loss_giou_aux_dn: 1.059885 loss: 9.490611 eta: 27 days, 7:51:05 batch_cost: 0.8027 data_cost: 0.0776 ips: 9.9669 images/s
[08/19 19:13:34] ppdet.engine INFO: Epoch: [9] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.762299 loss_bbox: 0.132017 loss_giou: 0.548123 loss_class_aux: 2.341471 loss_bbox_aux: 0.445494 loss_giou_aux: 1.757688 loss_class_dn: 0.364714 loss_bbox_dn: 0.127152 loss_giou_dn: 0.443720 loss_class_aux_dn: 0.824125 loss_bbox_aux_dn: 0.335988 loss_giou_aux_dn: 1.072912 loss: 9.328558 eta: 27 days, 7:50:05 batch_cost: 0.7395 data_cost: 0.0571 ips: 10.8188 images/s
[08/19 19:16:27] ppdet.engine INFO: Epoch: [9] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.750916 loss_bbox: 0.138193 loss_giou: 0.568049 loss_class_aux: 2.358158 loss_bbox_aux: 0.458591 loss_giou_aux: 1.784500 loss_class_dn: 0.370942 loss_bbox_dn: 0.138768 loss_giou_dn: 0.447462 loss_class_aux_dn: 0.819174 loss_bbox_aux_dn: 0.360234 loss_giou_aux_dn: 1.081019 loss: 9.314575 eta: 27 days, 7:51:18 batch_cost: 0.8151 data_cost: 0.0103 ips: 9.8142 images/s
[08/19 19:18:51] ppdet.engine INFO: Epoch: [9] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.748828 loss_bbox: 0.132907 loss_giou: 0.521643 loss_class_aux: 2.366816 loss_bbox_aux: 0.442389 loss_giou_aux: 1.674584 loss_class_dn: 0.373298 loss_bbox_dn: 0.134295 loss_giou_dn: 0.435535 loss_class_aux_dn: 0.839845 loss_bbox_aux_dn: 0.350470 loss_giou_aux_dn: 1.053612 loss: 9.456990 eta: 27 days, 7:48:31 batch_cost: 0.6791 data_cost: 0.0436 ips: 11.7807 images/s
[08/19 19:21:39] ppdet.engine INFO: Epoch: [9] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.765888 loss_bbox: 0.129689 loss_giou: 0.566742 loss_class_aux: 2.381192 loss_bbox_aux: 0.426092 loss_giou_aux: 1.806876 loss_class_dn: 0.375997 loss_bbox_dn: 0.124242 loss_giou_dn: 0.453968 loss_class_aux_dn: 0.827772 loss_bbox_aux_dn: 0.328319 loss_giou_aux_dn: 1.093754 loss: 9.377842 eta: 27 days, 7:49:08 batch_cost: 0.7945 data_cost: 0.0012 ips: 10.0695 images/s
[08/19 19:24:06] ppdet.engine INFO: Epoch: [9] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.776082 loss_bbox: 0.135515 loss_giou: 0.556718 loss_class_aux: 2.443800 loss_bbox_aux: 0.460635 loss_giou_aux: 1.753801 loss_class_dn: 0.384763 loss_bbox_dn: 0.134354 loss_giou_dn: 0.446111 loss_class_aux_dn: 0.871884 loss_bbox_aux_dn: 0.358774 loss_giou_aux_dn: 1.055161 loss: 9.460653 eta: 27 days, 7:46:45 batch_cost: 0.6927 data_cost: 0.0132 ips: 11.5485 images/s
[08/19 19:26:45] ppdet.engine INFO: Epoch: [9] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.789895 loss_bbox: 0.132152 loss_giou: 0.553893 loss_class_aux: 2.453195 loss_bbox_aux: 0.446134 loss_giou_aux: 1.778365 loss_class_dn: 0.372036 loss_bbox_dn: 0.134081 loss_giou_dn: 0.449404 loss_class_aux_dn: 0.838012 loss_bbox_aux_dn: 0.353071 loss_giou_aux_dn: 1.093199 loss: 9.323391 eta: 27 days, 7:46:02 batch_cost: 0.7494 data_cost: 0.0249 ips: 10.6756 images/s
[08/19 19:29:10] ppdet.engine INFO: Epoch: [9] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.763884 loss_bbox: 0.134315 loss_giou: 0.547215 loss_class_aux: 2.419498 loss_bbox_aux: 0.448632 loss_giou_aux: 1.746345 loss_class_dn: 0.373474 loss_bbox_dn: 0.134318 loss_giou_dn: 0.446650 loss_class_aux_dn: 0.826450 loss_bbox_aux_dn: 0.364813 loss_giou_aux_dn: 1.066364 loss: 9.240783 eta: 27 days, 7:43:25 batch_cost: 0.6849 data_cost: 0.0183 ips: 11.6803 images/s
[08/19 19:31:53] ppdet.engine INFO: Epoch: [9] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.770541 loss_bbox: 0.133441 loss_giou: 0.601830 loss_class_aux: 2.427088 loss_bbox_aux: 0.456726 loss_giou_aux: 1.890436 loss_class_dn: 0.383214 loss_bbox_dn: 0.132421 loss_giou_dn: 0.463276 loss_class_aux_dn: 0.850803 loss_bbox_aux_dn: 0.351455 loss_giou_aux_dn: 1.130593 loss: 9.612151 eta: 27 days, 7:43:10 batch_cost: 0.7656 data_cost: 0.0542 ips: 10.4487 images/s
[08/19 19:34:25] ppdet.engine INFO: Epoch: [9] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.774045 loss_bbox: 0.142372 loss_giou: 0.586752 loss_class_aux: 2.438554 loss_bbox_aux: 0.471245 loss_giou_aux: 1.845339 loss_class_dn: 0.391609 loss_bbox_dn: 0.135444 loss_giou_dn: 0.460230 loss_class_aux_dn: 0.865106 loss_bbox_aux_dn: 0.356092 loss_giou_aux_dn: 1.097317 loss: 9.766548 eta: 27 days, 7:41:28 batch_cost: 0.7159 data_cost: 0.0205 ips: 11.1752 images/s
[08/19 19:36:59] ppdet.engine INFO: Epoch: [9] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.720995 loss_bbox: 0.131232 loss_giou: 0.540430 loss_class_aux: 2.264507 loss_bbox_aux: 0.428838 loss_giou_aux: 1.730096 loss_class_dn: 0.358139 loss_bbox_dn: 0.131833 loss_giou_dn: 0.434482 loss_class_aux_dn: 0.801245 loss_bbox_aux_dn: 0.341944 loss_giou_aux_dn: 1.038933 loss: 8.939129 eta: 27 days, 7:40:11 batch_cost: 0.7303 data_cost: 0.0901 ips: 10.9538 images/s
[08/19 19:39:36] ppdet.engine INFO: Epoch: [9] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.778266 loss_bbox: 0.137736 loss_giou: 0.561982 loss_class_aux: 2.452039 loss_bbox_aux: 0.468093 loss_giou_aux: 1.781846 loss_class_dn: 0.382159 loss_bbox_dn: 0.140577 loss_giou_dn: 0.439063 loss_class_aux_dn: 0.856200 loss_bbox_aux_dn: 0.367691 loss_giou_aux_dn: 1.068233 loss: 9.481965 eta: 27 days, 7:39:07 batch_cost: 0.7378 data_cost: 0.0602 ips: 10.8425 images/s
[08/19 19:42:36] ppdet.engine INFO: Epoch: [9] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.766859 loss_bbox: 0.136669 loss_giou: 0.575359 loss_class_aux: 2.415794 loss_bbox_aux: 0.478561 loss_giou_aux: 1.851038 loss_class_dn: 0.383066 loss_bbox_dn: 0.134902 loss_giou_dn: 0.463438 loss_class_aux_dn: 0.859709 loss_bbox_aux_dn: 0.355239 loss_giou_aux_dn: 1.101310 loss: 9.824029 eta: 27 days, 7:41:30 batch_cost: 0.8558 data_cost: 0.0505 ips: 9.3482 images/s
[08/19 19:45:28] ppdet.engine INFO: Epoch: [9] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.772118 loss_bbox: 0.138419 loss_giou: 0.565228 loss_class_aux: 2.421674 loss_bbox_aux: 0.454064 loss_giou_aux: 1.803653 loss_class_dn: 0.392385 loss_bbox_dn: 0.133446 loss_giou_dn: 0.456377 loss_class_aux_dn: 0.867941 loss_bbox_aux_dn: 0.343336 loss_giou_aux_dn: 1.086160 loss: 9.644449 eta: 27 days, 7:42:40 batch_cost: 0.8140 data_cost: 0.1369 ips: 9.8286 images/s
[08/19 19:47:58] ppdet.engine INFO: Epoch: [9] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.759682 loss_bbox: 0.128077 loss_giou: 0.555404 loss_class_aux: 2.371965 loss_bbox_aux: 0.424998 loss_giou_aux: 1.792171 loss_class_dn: 0.366945 loss_bbox_dn: 0.130373 loss_giou_dn: 0.429866 loss_class_aux_dn: 0.803071 loss_bbox_aux_dn: 0.345324 loss_giou_aux_dn: 1.035582 loss: 9.057459 eta: 27 days, 7:40:37 batch_cost: 0.7045 data_cost: 0.0057 ips: 11.3560 images/s
[08/19 19:50:33] ppdet.engine INFO: Epoch: [9] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.746853 loss_bbox: 0.142631 loss_giou: 0.543392 loss_class_aux: 2.353622 loss_bbox_aux: 0.470897 loss_giou_aux: 1.722193 loss_class_dn: 0.367490 loss_bbox_dn: 0.132927 loss_giou_dn: 0.432439 loss_class_aux_dn: 0.815763 loss_bbox_aux_dn: 0.348361 loss_giou_aux_dn: 1.030440 loss: 9.314335 eta: 27 days, 7:39:17 batch_cost: 0.7292 data_cost: 0.0392 ips: 10.9714 images/s
[08/19 19:53:17] ppdet.engine INFO: Epoch: [9] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.774833 loss_bbox: 0.132653 loss_giou: 0.567027 loss_class_aux: 2.426563 loss_bbox_aux: 0.454743 loss_giou_aux: 1.815396 loss_class_dn: 0.375013 loss_bbox_dn: 0.131583 loss_giou_dn: 0.447769 loss_class_aux_dn: 0.867164 loss_bbox_aux_dn: 0.354129 loss_giou_aux_dn: 1.070653 loss: 9.249163 eta: 27 days, 7:39:27 batch_cost: 0.7799 data_cost: 0.0020 ips: 10.2580 images/s
[08/19 19:55:36] ppdet.engine INFO: Epoch: [9] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.763842 loss_bbox: 0.134262 loss_giou: 0.575048 loss_class_aux: 2.395689 loss_bbox_aux: 0.447256 loss_giou_aux: 1.827158 loss_class_dn: 0.372186 loss_bbox_dn: 0.134707 loss_giou_dn: 0.449617 loss_class_aux_dn: 0.834829 loss_bbox_aux_dn: 0.351402 loss_giou_aux_dn: 1.103604 loss: 9.389377 eta: 27 days, 7:35:47 batch_cost: 0.6497 data_cost: 0.0083 ips: 12.3139 images/s
[08/19 19:58:14] ppdet.engine INFO: Epoch: [9] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.742341 loss_bbox: 0.130096 loss_giou: 0.537879 loss_class_aux: 2.337586 loss_bbox_aux: 0.424862 loss_giou_aux: 1.722815 loss_class_dn: 0.365676 loss_bbox_dn: 0.132745 loss_giou_dn: 0.430561 loss_class_aux_dn: 0.813254 loss_bbox_aux_dn: 0.349563 loss_giou_aux_dn: 1.033744 loss: 9.077995 eta: 27 days, 7:34:43 batch_cost: 0.7382 data_cost: 0.0528 ips: 10.8368 images/s
[08/19 20:01:13] ppdet.engine INFO: Epoch: [9] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.749059 loss_bbox: 0.141874 loss_giou: 0.551377 loss_class_aux: 2.326644 loss_bbox_aux: 0.458164 loss_giou_aux: 1.744489 loss_class_dn: 0.374305 loss_bbox_dn: 0.139548 loss_giou_dn: 0.439619 loss_class_aux_dn: 0.837063 loss_bbox_aux_dn: 0.358175 loss_giou_aux_dn: 1.057282 loss: 9.346315 eta: 27 days, 7:36:56 batch_cost: 0.8507 data_cost: 0.0175 ips: 9.4042 images/s
[08/19 20:03:45] ppdet.engine INFO: Epoch: [9] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.761300 loss_bbox: 0.131639 loss_giou: 0.576952 loss_class_aux: 2.390819 loss_bbox_aux: 0.442195 loss_giou_aux: 1.825572 loss_class_dn: 0.386487 loss_bbox_dn: 0.127518 loss_giou_dn: 0.449387 loss_class_aux_dn: 0.858197 loss_bbox_aux_dn: 0.342200 loss_giou_aux_dn: 1.097040 loss: 9.612545 eta: 27 days, 7:35:15 batch_cost: 0.7171 data_cost: 0.0442 ips: 11.1563 images/s
[08/19 20:06:20] ppdet.engine INFO: Epoch: [9] [10000/54024] learning_rate: 0.000100 loss_class: 0.765652 loss_bbox: 0.130681 loss_giou: 0.577851 loss_class_aux: 2.410126 loss_bbox_aux: 0.435997 loss_giou_aux: 1.817469 loss_class_dn: 0.380251 loss_bbox_dn: 0.123851 loss_giou_dn: 0.448415 loss_class_aux_dn: 0.857192 loss_bbox_aux_dn: 0.328688 loss_giou_aux_dn: 1.088089 loss: 9.487688 eta: 27 days, 7:33:56 batch_cost: 0.7298 data_cost: 0.0041 ips: 10.9617 images/s
[08/19 20:08:46] ppdet.engine INFO: Epoch: [9] [10200/54024] learning_rate: 0.000100 loss_class: 0.763446 loss_bbox: 0.134831 loss_giou: 0.568829 loss_class_aux: 2.427073 loss_bbox_aux: 0.457402 loss_giou_aux: 1.835205 loss_class_dn: 0.390459 loss_bbox_dn: 0.132963 loss_giou_dn: 0.459620 loss_class_aux_dn: 0.870713 loss_bbox_aux_dn: 0.351710 loss_giou_aux_dn: 1.090310 loss: 9.716641 eta: 27 days, 7:31:08 batch_cost: 0.6788 data_cost: 0.0102 ips: 11.7854 images/s
[08/19 20:11:10] ppdet.engine INFO: Epoch: [9] [10400/54024] learning_rate: 0.000100 loss_class: 0.754352 loss_bbox: 0.126723 loss_giou: 0.560042 loss_class_aux: 2.341804 loss_bbox_aux: 0.430388 loss_giou_aux: 1.773061 loss_class_dn: 0.365471 loss_bbox_dn: 0.126249 loss_giou_dn: 0.433856 loss_class_aux_dn: 0.814105 loss_bbox_aux_dn: 0.330609 loss_giou_aux_dn: 1.048051 loss: 8.995946 eta: 27 days, 7:28:07 batch_cost: 0.6716 data_cost: 0.0071 ips: 11.9119 images/s
[08/19 20:13:28] ppdet.engine INFO: Epoch: [9] [10600/54024] learning_rate: 0.000100 loss_class: 0.780480 loss_bbox: 0.137060 loss_giou: 0.582802 loss_class_aux: 2.426738 loss_bbox_aux: 0.461907 loss_giou_aux: 1.841788 loss_class_dn: 0.387236 loss_bbox_dn: 0.143322 loss_giou_dn: 0.463396 loss_class_aux_dn: 0.867859 loss_bbox_aux_dn: 0.365697 loss_giou_aux_dn: 1.121305 loss: 9.554758 eta: 27 days, 7:24:23 batch_cost: 0.6466 data_cost: 0.0013 ips: 12.3732 images/s
[08/19 20:16:10] ppdet.engine INFO: Epoch: [9] [10800/54024] learning_rate: 0.000100 loss_class: 0.758545 loss_bbox: 0.131376 loss_giou: 0.585444 loss_class_aux: 2.392841 loss_bbox_aux: 0.432987 loss_giou_aux: 1.862551 loss_class_dn: 0.380917 loss_bbox_dn: 0.127990 loss_giou_dn: 0.442017 loss_class_aux_dn: 0.839348 loss_bbox_aux_dn: 0.335258 loss_giou_aux_dn: 1.059233 loss: 9.311748 eta: 27 days, 7:24:02 batch_cost: 0.7630 data_cost: 0.0233 ips: 10.4848 images/s
[08/19 20:18:30] ppdet.engine INFO: Epoch: [9] [11000/54024] learning_rate: 0.000100 loss_class: 0.782234 loss_bbox: 0.135083 loss_giou: 0.566163 loss_class_aux: 2.394718 loss_bbox_aux: 0.453115 loss_giou_aux: 1.835231 loss_class_dn: 0.373599 loss_bbox_dn: 0.134055 loss_giou_dn: 0.453730 loss_class_aux_dn: 0.842156 loss_bbox_aux_dn: 0.347925 loss_giou_aux_dn: 1.087267 loss: 9.422783 eta: 27 days, 7:20:39 batch_cost: 0.6587 data_cost: 0.0172 ips: 12.1449 images/s
[08/19 20:21:22] ppdet.engine INFO: Epoch: [9] [11200/54024] learning_rate: 0.000100 loss_class: 0.779665 loss_bbox: 0.127426 loss_giou: 0.550260 loss_class_aux: 2.433771 loss_bbox_aux: 0.429467 loss_giou_aux: 1.775041 loss_class_dn: 0.377559 loss_bbox_dn: 0.128638 loss_giou_dn: 0.445500 loss_class_aux_dn: 0.837485 loss_bbox_aux_dn: 0.335883 loss_giou_aux_dn: 1.065462 loss: 9.395791 eta: 27 days, 7:21:52 batch_cost: 0.8172 data_cost: 0.0403 ips: 9.7897 images/s
[08/19 20:24:01] ppdet.engine INFO: Epoch: [9] [11400/54024] learning_rate: 0.000100 loss_class: 0.753201 loss_bbox: 0.137605 loss_giou: 0.544640 loss_class_aux: 2.345725 loss_bbox_aux: 0.456079 loss_giou_aux: 1.764091 loss_class_dn: 0.369663 loss_bbox_dn: 0.138223 loss_giou_dn: 0.438776 loss_class_aux_dn: 0.823653 loss_bbox_aux_dn: 0.362971 loss_giou_aux_dn: 1.046081 loss: 9.330278 eta: 27 days, 7:21:06 batch_cost: 0.7489 data_cost: 0.0277 ips: 10.6827 images/s
[08/19 20:26:33] ppdet.engine INFO: Epoch: [9] [11600/54024] learning_rate: 0.000100 loss_class: 0.733402 loss_bbox: 0.130522 loss_giou: 0.560495 loss_class_aux: 2.318153 loss_bbox_aux: 0.430816 loss_giou_aux: 1.788893 loss_class_dn: 0.369401 loss_bbox_dn: 0.129765 loss_giou_dn: 0.442063 loss_class_aux_dn: 0.830530 loss_bbox_aux_dn: 0.333729 loss_giou_aux_dn: 1.070862 loss: 9.016385 eta: 27 days, 7:19:24 batch_cost: 0.7168 data_cost: 0.0016 ips: 11.1600 images/s
[08/19 20:29:11] ppdet.engine INFO: Epoch: [9] [11800/54024] learning_rate: 0.000100 loss_class: 0.774442 loss_bbox: 0.139740 loss_giou: 0.530628 loss_class_aux: 2.417581 loss_bbox_aux: 0.458582 loss_giou_aux: 1.688929 loss_class_dn: 0.371734 loss_bbox_dn: 0.131027 loss_giou_dn: 0.418785 loss_class_aux_dn: 0.848378 loss_bbox_aux_dn: 0.357058 loss_giou_aux_dn: 1.021762 loss: 9.220037 eta: 27 days, 7:18:27 batch_cost: 0.7432 data_cost: 0.0184 ips: 10.7650 images/s
[08/19 20:31:34] ppdet.engine INFO: Epoch: [9] [12000/54024] learning_rate: 0.000100 loss_class: 0.777045 loss_bbox: 0.132475 loss_giou: 0.584547 loss_class_aux: 2.431494 loss_bbox_aux: 0.455616 loss_giou_aux: 1.858006 loss_class_dn: 0.388502 loss_bbox_dn: 0.137329 loss_giou_dn: 0.464016 loss_class_aux_dn: 0.869630 loss_bbox_aux_dn: 0.354929 loss_giou_aux_dn: 1.118930 loss: 9.721563 eta: 27 days, 7:15:26 batch_cost: 0.6712 data_cost: 0.0533 ips: 11.9188 images/s
[08/19 20:34:04] ppdet.engine INFO: Epoch: [9] [12200/54024] learning_rate: 0.000100 loss_class: 0.765457 loss_bbox: 0.135927 loss_giou: 0.561244 loss_class_aux: 2.368669 loss_bbox_aux: 0.450715 loss_giou_aux: 1.783206 loss_class_dn: 0.381337 loss_bbox_dn: 0.133401 loss_giou_dn: 0.445751 loss_class_aux_dn: 0.859714 loss_bbox_aux_dn: 0.349360 loss_giou_aux_dn: 1.078754 loss: 9.561675 eta: 27 days, 7:13:26 batch_cost: 0.7068 data_cost: 0.0269 ips: 11.3184 images/s
[08/19 20:36:45] ppdet.engine INFO: Epoch: [9] [12400/54024] learning_rate: 0.000100 loss_class: 0.772874 loss_bbox: 0.135650 loss_giou: 0.566320 loss_class_aux: 2.418642 loss_bbox_aux: 0.450520 loss_giou_aux: 1.814530 loss_class_dn: 0.381179 loss_bbox_dn: 0.133795 loss_giou_dn: 0.457640 loss_class_aux_dn: 0.842640 loss_bbox_aux_dn: 0.355416 loss_giou_aux_dn: 1.089426 loss: 9.466978 eta: 27 days, 7:12:57 batch_cost: 0.7587 data_cost: 0.0295 ips: 10.5449 images/s
[08/19 20:39:29] ppdet.engine INFO: Epoch: [9] [12600/54024] learning_rate: 0.000100 loss_class: 0.778607 loss_bbox: 0.137510 loss_giou: 0.567037 loss_class_aux: 2.471022 loss_bbox_aux: 0.445919 loss_giou_aux: 1.824752 loss_class_dn: 0.388914 loss_bbox_dn: 0.132336 loss_giou_dn: 0.459919 loss_class_aux_dn: 0.863908 loss_bbox_aux_dn: 0.359933 loss_giou_aux_dn: 1.108053 loss: 9.942787 eta: 27 days, 7:13:03 batch_cost: 0.7794 data_cost: 0.0749 ips: 10.2647 images/s
[08/19 20:42:05] ppdet.engine INFO: Epoch: [9] [12800/54024] learning_rate: 0.000100 loss_class: 0.754093 loss_bbox: 0.131558 loss_giou: 0.538863 loss_class_aux: 2.342302 loss_bbox_aux: 0.442799 loss_giou_aux: 1.702173 loss_class_dn: 0.373882 loss_bbox_dn: 0.135548 loss_giou_dn: 0.431292 loss_class_aux_dn: 0.837381 loss_bbox_aux_dn: 0.359258 loss_giou_aux_dn: 1.038807 loss: 9.287893 eta: 27 days, 7:11:52 batch_cost: 0.7349 data_cost: 0.0059 ips: 10.8866 images/s
[08/19 20:44:35] ppdet.engine INFO: Epoch: [9] [13000/54024] learning_rate: 0.000100 loss_class: 0.753460 loss_bbox: 0.135605 loss_giou: 0.575181 loss_class_aux: 2.382181 loss_bbox_aux: 0.452120 loss_giou_aux: 1.844862 loss_class_dn: 0.369177 loss_bbox_dn: 0.137366 loss_giou_dn: 0.462772 loss_class_aux_dn: 0.828345 loss_bbox_aux_dn: 0.363149 loss_giou_aux_dn: 1.112347 loss: 9.392605 eta: 27 days, 7:09:48 batch_cost: 0.7043 data_cost: 0.0322 ips: 11.3596 images/s
[08/19 20:47:05] ppdet.engine INFO: Epoch: [9] [13200/54024] learning_rate: 0.000100 loss_class: 0.767698 loss_bbox: 0.131550 loss_giou: 0.551495 loss_class_aux: 2.394328 loss_bbox_aux: 0.451840 loss_giou_aux: 1.755599 loss_class_dn: 0.381360 loss_bbox_dn: 0.134516 loss_giou_dn: 0.444461 loss_class_aux_dn: 0.845665 loss_bbox_aux_dn: 0.353502 loss_giou_aux_dn: 1.065406 loss: 9.411493 eta: 27 days, 7:07:51 batch_cost: 0.7082 data_cost: 0.0076 ips: 11.2960 images/s
[08/19 20:49:34] ppdet.engine INFO: Epoch: [9] [13400/54024] learning_rate: 0.000100 loss_class: 0.775473 loss_bbox: 0.137061 loss_giou: 0.569677 loss_class_aux: 2.427465 loss_bbox_aux: 0.451633 loss_giou_aux: 1.814015 loss_class_dn: 0.368775 loss_bbox_dn: 0.126833 loss_giou_dn: 0.443959 loss_class_aux_dn: 0.836634 loss_bbox_aux_dn: 0.336986 loss_giou_aux_dn: 1.078494 loss: 9.441456 eta: 27 days, 7:05:48 batch_cost: 0.7054 data_cost: 0.0367 ips: 11.3418 images/s
[08/19 20:52:21] ppdet.engine INFO: Epoch: [9] [13600/54024] learning_rate: 0.000100 loss_class: 0.795200 loss_bbox: 0.137019 loss_giou: 0.569538 loss_class_aux: 2.428933 loss_bbox_aux: 0.459103 loss_giou_aux: 1.805695 loss_class_dn: 0.386633 loss_bbox_dn: 0.138408 loss_giou_dn: 0.458046 loss_class_aux_dn: 0.860533 loss_bbox_aux_dn: 0.368527 loss_giou_aux_dn: 1.102562 loss: 9.760330 eta: 27 days, 7:06:20 batch_cost: 0.7944 data_cost: 0.0420 ips: 10.0703 images/s
[08/19 20:55:04] ppdet.engine INFO: Epoch: [9] [13800/54024] learning_rate: 0.000100 loss_class: 0.768387 loss_bbox: 0.138377 loss_giou: 0.543562 loss_class_aux: 2.431874 loss_bbox_aux: 0.462648 loss_giou_aux: 1.734749 loss_class_dn: 0.366542 loss_bbox_dn: 0.135527 loss_giou_dn: 0.439187 loss_class_aux_dn: 0.831371 loss_bbox_aux_dn: 0.346071 loss_giou_aux_dn: 1.038814 loss: 9.287112 eta: 27 days, 7:06:17 batch_cost: 0.7742 data_cost: 0.0568 ips: 10.3337 images/s
[08/19 20:58:03] ppdet.engine INFO: Epoch: [9] [14000/54024] learning_rate: 0.000100 loss_class: 0.756430 loss_bbox: 0.143297 loss_giou: 0.554155 loss_class_aux: 2.373552 loss_bbox_aux: 0.473898 loss_giou_aux: 1.766482 loss_class_dn: 0.381156 loss_bbox_dn: 0.137280 loss_giou_dn: 0.436822 loss_class_aux_dn: 0.850070 loss_bbox_aux_dn: 0.357403 loss_giou_aux_dn: 1.063986 loss: 9.491958 eta: 27 days, 7:08:33 batch_cost: 0.8555 data_cost: 0.0924 ips: 9.3514 images/s
[08/19 21:00:43] ppdet.engine INFO: Epoch: [9] [14200/54024] learning_rate: 0.000100 loss_class: 0.749608 loss_bbox: 0.129793 loss_giou: 0.533589 loss_class_aux: 2.338254 loss_bbox_aux: 0.439545 loss_giou_aux: 1.729905 loss_class_dn: 0.367461 loss_bbox_dn: 0.126656 loss_giou_dn: 0.427054 loss_class_aux_dn: 0.806795 loss_bbox_aux_dn: 0.338527 loss_giou_aux_dn: 1.030121 loss: 9.316362 eta: 27 days, 7:08:05 batch_cost: 0.7600 data_cost: 0.0398 ips: 10.5268 images/s
[08/19 21:03:10] ppdet.engine INFO: Epoch: [9] [14400/54024] learning_rate: 0.000100 loss_class: 0.739210 loss_bbox: 0.133423 loss_giou: 0.507229 loss_class_aux: 2.312544 loss_bbox_aux: 0.438949 loss_giou_aux: 1.645101 loss_class_dn: 0.357763 loss_bbox_dn: 0.140415 loss_giou_dn: 0.414560 loss_class_aux_dn: 0.797847 loss_bbox_aux_dn: 0.372485 loss_giou_aux_dn: 1.004642 loss: 9.147829 eta: 27 days, 7:05:38 batch_cost: 0.6912 data_cost: 0.0318 ips: 11.5749 images/s
[08/19 21:06:08] ppdet.engine INFO: Epoch: [9] [14600/54024] learning_rate: 0.000100 loss_class: 0.733904 loss_bbox: 0.130104 loss_giou: 0.572053 loss_class_aux: 2.296812 loss_bbox_aux: 0.443413 loss_giou_aux: 1.808392 loss_class_dn: 0.366289 loss_bbox_dn: 0.127197 loss_giou_dn: 0.438204 loss_class_aux_dn: 0.809457 loss_bbox_aux_dn: 0.336778 loss_giou_aux_dn: 1.054811 loss: 9.149597 eta: 27 days, 7:07:48 batch_cost: 0.8517 data_cost: 0.1029 ips: 9.3927 images/s
[08/19 21:08:48] ppdet.engine INFO: Epoch: [9] [14800/54024] learning_rate: 0.000100 loss_class: 0.748781 loss_bbox: 0.134788 loss_giou: 0.536356 loss_class_aux: 2.332606 loss_bbox_aux: 0.445562 loss_giou_aux: 1.719486 loss_class_dn: 0.373966 loss_bbox_dn: 0.136838 loss_giou_dn: 0.435325 loss_class_aux_dn: 0.819275 loss_bbox_aux_dn: 0.352171 loss_giou_aux_dn: 1.049670 loss: 9.250305 eta: 27 days, 7:07:19 batch_cost: 0.7598 data_cost: 0.0008 ips: 10.5290 images/s
[08/19 21:11:30] ppdet.engine INFO: Epoch: [9] [15000/54024] learning_rate: 0.000100 loss_class: 0.765891 loss_bbox: 0.139900 loss_giou: 0.558104 loss_class_aux: 2.411614 loss_bbox_aux: 0.465136 loss_giou_aux: 1.785670 loss_class_dn: 0.386874 loss_bbox_dn: 0.142913 loss_giou_dn: 0.443538 loss_class_aux_dn: 0.873671 loss_bbox_aux_dn: 0.372862 loss_giou_aux_dn: 1.078092 loss: 9.542428 eta: 27 days, 7:07:14 batch_cost: 0.7741 data_cost: 0.0311 ips: 10.3349 images/s
[08/19 21:14:05] ppdet.engine INFO: Epoch: [9] [15200/54024] learning_rate: 0.000100 loss_class: 0.779729 loss_bbox: 0.136146 loss_giou: 0.557448 loss_class_aux: 2.436721 loss_bbox_aux: 0.448800 loss_giou_aux: 1.783134 loss_class_dn: 0.373217 loss_bbox_dn: 0.136318 loss_giou_dn: 0.453311 loss_class_aux_dn: 0.833948 loss_bbox_aux_dn: 0.362768 loss_giou_aux_dn: 1.084210 loss: 9.437487 eta: 27 days, 7:06:04 batch_cost: 0.7359 data_cost: 0.0582 ips: 10.8715 images/s
[08/19 21:16:32] ppdet.engine INFO: Epoch: [9] [15400/54024] learning_rate: 0.000100 loss_class: 0.749550 loss_bbox: 0.128935 loss_giou: 0.549968 loss_class_aux: 2.366079 loss_bbox_aux: 0.436263 loss_giou_aux: 1.740322 loss_class_dn: 0.370684 loss_bbox_dn: 0.129551 loss_giou_dn: 0.442311 loss_class_aux_dn: 0.830493 loss_bbox_aux_dn: 0.341585 loss_giou_aux_dn: 1.045876 loss: 9.253167 eta: 27 days, 7:03:45 batch_cost: 0.6964 data_cost: 0.0225 ips: 11.4880 images/s
[08/19 21:19:21] ppdet.engine INFO: Epoch: [9] [15600/54024] learning_rate: 0.000100 loss_class: 0.771047 loss_bbox: 0.139152 loss_giou: 0.612959 loss_class_aux: 2.403913 loss_bbox_aux: 0.469736 loss_giou_aux: 1.934097 loss_class_dn: 0.390414 loss_bbox_dn: 0.135215 loss_giou_dn: 0.469795 loss_class_aux_dn: 0.867828 loss_bbox_aux_dn: 0.358217 loss_giou_aux_dn: 1.126548 loss: 9.789751 eta: 27 days, 7:04:37 batch_cost: 0.8072 data_cost: 0.0931 ips: 9.9105 images/s
[08/19 21:21:49] ppdet.engine INFO: Epoch: [9] [15800/54024] learning_rate: 0.000100 loss_class: 0.794706 loss_bbox: 0.139315 loss_giou: 0.568053 loss_class_aux: 2.479909 loss_bbox_aux: 0.463706 loss_giou_aux: 1.850896 loss_class_dn: 0.411157 loss_bbox_dn: 0.134485 loss_giou_dn: 0.466057 loss_class_aux_dn: 0.908597 loss_bbox_aux_dn: 0.355415 loss_giou_aux_dn: 1.112605 loss: 9.900509 eta: 27 days, 7:02:21 batch_cost: 0.6978 data_cost: 0.0239 ips: 11.4641 images/s
[08/19 21:24:15] ppdet.engine INFO: Epoch: [9] [16000/54024] learning_rate: 0.000100 loss_class: 0.767924 loss_bbox: 0.139974 loss_giou: 0.579087 loss_class_aux: 2.443166 loss_bbox_aux: 0.476397 loss_giou_aux: 1.827532 loss_class_dn: 0.392896 loss_bbox_dn: 0.134744 loss_giou_dn: 0.459714 loss_class_aux_dn: 0.872055 loss_bbox_aux_dn: 0.362849 loss_giou_aux_dn: 1.107587 loss: 9.631953 eta: 27 days, 6:59:56 batch_cost: 0.6928 data_cost: 0.0492 ips: 11.5478 images/s
[08/19 21:27:04] ppdet.engine INFO: Epoch: [9] [16200/54024] learning_rate: 0.000100 loss_class: 0.795621 loss_bbox: 0.142617 loss_giou: 0.583913 loss_class_aux: 2.486151 loss_bbox_aux: 0.479456 loss_giou_aux: 1.864848 loss_class_dn: 0.398343 loss_bbox_dn: 0.138387 loss_giou_dn: 0.458374 loss_class_aux_dn: 0.878565 loss_bbox_aux_dn: 0.352660 loss_giou_aux_dn: 1.117564 loss: 9.840641 eta: 27 days, 7:00:42 batch_cost: 0.8041 data_cost: 0.0009 ips: 9.9495 images/s
[08/19 21:29:42] ppdet.engine INFO: Epoch: [9] [16400/54024] learning_rate: 0.000100 loss_class: 0.758086 loss_bbox: 0.134501 loss_giou: 0.557623 loss_class_aux: 2.367100 loss_bbox_aux: 0.443835 loss_giou_aux: 1.782530 loss_class_dn: 0.370599 loss_bbox_dn: 0.133765 loss_giou_dn: 0.446130 loss_class_aux_dn: 0.827520 loss_bbox_aux_dn: 0.355358 loss_giou_aux_dn: 1.083915 loss: 9.447422 eta: 27 days, 6:59:51 batch_cost: 0.7475 data_cost: 0.0408 ips: 10.7018 images/s
[08/19 21:32:30] ppdet.engine INFO: Epoch: [9] [16600/54024] learning_rate: 0.000100 loss_class: 0.748016 loss_bbox: 0.135218 loss_giou: 0.534744 loss_class_aux: 2.351483 loss_bbox_aux: 0.440000 loss_giou_aux: 1.690899 loss_class_dn: 0.372762 loss_bbox_dn: 0.130958 loss_giou_dn: 0.437375 loss_class_aux_dn: 0.840883 loss_bbox_aux_dn: 0.341447 loss_giou_aux_dn: 1.053803 loss: 9.187084 eta: 27 days, 7:00:34 batch_cost: 0.8023 data_cost: 0.0079 ips: 9.9711 images/s
[08/19 21:35:05] ppdet.engine INFO: Epoch: [9] [16800/54024] learning_rate: 0.000100 loss_class: 0.762428 loss_bbox: 0.139218 loss_giou: 0.582486 loss_class_aux: 2.410565 loss_bbox_aux: 0.465823 loss_giou_aux: 1.838386 loss_class_dn: 0.373928 loss_bbox_dn: 0.141737 loss_giou_dn: 0.448708 loss_class_aux_dn: 0.827420 loss_bbox_aux_dn: 0.367812 loss_giou_aux_dn: 1.064407 loss: 9.276014 eta: 27 days, 6:59:21 batch_cost: 0.7347 data_cost: 0.0022 ips: 10.8888 images/s
[08/19 21:37:44] ppdet.engine INFO: Epoch: [9] [17000/54024] learning_rate: 0.000100 loss_class: 0.772355 loss_bbox: 0.137183 loss_giou: 0.553455 loss_class_aux: 2.426776 loss_bbox_aux: 0.472737 loss_giou_aux: 1.777758 loss_class_dn: 0.387575 loss_bbox_dn: 0.134200 loss_giou_dn: 0.439748 loss_class_aux_dn: 0.868467 loss_bbox_aux_dn: 0.353197 loss_giou_aux_dn: 1.066368 loss: 9.614345 eta: 27 days, 6:58:38 batch_cost: 0.7524 data_cost: 0.0008 ips: 10.6330 images/s
[08/19 21:40:13] ppdet.engine INFO: Epoch: [9] [17200/54024] learning_rate: 0.000100 loss_class: 0.721589 loss_bbox: 0.130239 loss_giou: 0.512611 loss_class_aux: 2.323868 loss_bbox_aux: 0.439308 loss_giou_aux: 1.618846 loss_class_dn: 0.352820 loss_bbox_dn: 0.134111 loss_giou_dn: 0.419765 loss_class_aux_dn: 0.801350 loss_bbox_aux_dn: 0.352076 loss_giou_aux_dn: 1.018055 loss: 8.723934 eta: 27 days, 6:56:39 batch_cost: 0.7084 data_cost: 0.0660 ips: 11.2930 images/s
[08/19 21:42:55] ppdet.engine INFO: Epoch: [9] [17400/54024] learning_rate: 0.000100 loss_class: 0.777571 loss_bbox: 0.134404 loss_giou: 0.557668 loss_class_aux: 2.436992 loss_bbox_aux: 0.454143 loss_giou_aux: 1.795178 loss_class_dn: 0.385497 loss_bbox_dn: 0.135209 loss_giou_dn: 0.451324 loss_class_aux_dn: 0.865268 loss_bbox_aux_dn: 0.358967 loss_giou_aux_dn: 1.100119 loss: 9.639138 eta: 27 days, 6:56:31 batch_cost: 0.7727 data_cost: 0.0416 ips: 10.3532 images/s
[08/19 21:45:25] ppdet.engine INFO: Epoch: [9] [17600/54024] learning_rate: 0.000100 loss_class: 0.763474 loss_bbox: 0.134070 loss_giou: 0.543463 loss_class_aux: 2.408553 loss_bbox_aux: 0.445465 loss_giou_aux: 1.733328 loss_class_dn: 0.371348 loss_bbox_dn: 0.129929 loss_giou_dn: 0.439273 loss_class_aux_dn: 0.837335 loss_bbox_aux_dn: 0.351576 loss_giou_aux_dn: 1.061006 loss: 9.301186 eta: 27 days, 6:54:39 batch_cost: 0.7124 data_cost: 0.0008 ips: 11.2289 images/s
[08/19 21:48:11] ppdet.engine INFO: Epoch: [9] [17800/54024] learning_rate: 0.000100 loss_class: 0.750961 loss_bbox: 0.126860 loss_giou: 0.550551 loss_class_aux: 2.353574 loss_bbox_aux: 0.429821 loss_giou_aux: 1.741716 loss_class_dn: 0.370191 loss_bbox_dn: 0.126186 loss_giou_dn: 0.436609 loss_class_aux_dn: 0.833704 loss_bbox_aux_dn: 0.325889 loss_giou_aux_dn: 1.053022 loss: 9.312025 eta: 27 days, 6:54:57 batch_cost: 0.7879 data_cost: 0.0416 ips: 10.1532 images/s
[08/19 21:50:51] ppdet.engine INFO: Epoch: [9] [18000/54024] learning_rate: 0.000100 loss_class: 0.806253 loss_bbox: 0.136086 loss_giou: 0.578922 loss_class_aux: 2.501065 loss_bbox_aux: 0.463004 loss_giou_aux: 1.838593 loss_class_dn: 0.392467 loss_bbox_dn: 0.134872 loss_giou_dn: 0.445037 loss_class_aux_dn: 0.886031 loss_bbox_aux_dn: 0.358820 loss_giou_aux_dn: 1.065241 loss: 9.715834 eta: 27 days, 6:54:25 batch_cost: 0.7591 data_cost: 0.0276 ips: 10.5383 images/s
[08/19 21:53:14] ppdet.engine INFO: Epoch: [9] [18200/54024] learning_rate: 0.000100 loss_class: 0.752165 loss_bbox: 0.129002 loss_giou: 0.531092 loss_class_aux: 2.395588 loss_bbox_aux: 0.436614 loss_giou_aux: 1.702748 loss_class_dn: 0.369959 loss_bbox_dn: 0.131641 loss_giou_dn: 0.422413 loss_class_aux_dn: 0.822277 loss_bbox_aux_dn: 0.348370 loss_giou_aux_dn: 1.029904 loss: 9.281377 eta: 27 days, 6:51:32 batch_cost: 0.6766 data_cost: 0.0261 ips: 11.8240 images/s
[08/19 21:56:09] ppdet.engine INFO: Epoch: [9] [18400/54024] learning_rate: 0.000100 loss_class: 0.743580 loss_bbox: 0.142335 loss_giou: 0.540242 loss_class_aux: 2.295023 loss_bbox_aux: 0.472930 loss_giou_aux: 1.736486 loss_class_dn: 0.376517 loss_bbox_dn: 0.138880 loss_giou_dn: 0.436384 loss_class_aux_dn: 0.834934 loss_bbox_aux_dn: 0.356257 loss_giou_aux_dn: 1.062373 loss: 9.315840 eta: 27 days, 6:53:01 batch_cost: 0.8302 data_cost: 0.0423 ips: 9.6361 images/s
[08/19 21:58:42] ppdet.engine INFO: Epoch: [9] [18600/54024] learning_rate: 0.000100 loss_class: 0.759620 loss_bbox: 0.129323 loss_giou: 0.542647 loss_class_aux: 2.352297 loss_bbox_aux: 0.437709 loss_giou_aux: 1.732409 loss_class_dn: 0.373002 loss_bbox_dn: 0.132106 loss_giou_dn: 0.434679 loss_class_aux_dn: 0.835017 loss_bbox_aux_dn: 0.342342 loss_giou_aux_dn: 1.070486 loss: 9.274395 eta: 27 days, 6:51:33 batch_cost: 0.7269 data_cost: 0.0084 ips: 11.0059 images/s
[08/19 22:01:23] ppdet.engine INFO: Epoch: [9] [18800/54024] learning_rate: 0.000100 loss_class: 0.740909 loss_bbox: 0.126898 loss_giou: 0.533757 loss_class_aux: 2.327613 loss_bbox_aux: 0.429560 loss_giou_aux: 1.682098 loss_class_dn: 0.363124 loss_bbox_dn: 0.130971 loss_giou_dn: 0.427616 loss_class_aux_dn: 0.808722 loss_bbox_aux_dn: 0.336124 loss_giou_aux_dn: 1.034700 loss: 8.889574 eta: 27 days, 6:51:12 batch_cost: 0.7655 data_cost: 0.0526 ips: 10.4509 images/s
[08/19 22:03:48] ppdet.engine INFO: Epoch: [9] [19000/54024] learning_rate: 0.000100 loss_class: 0.763916 loss_bbox: 0.136255 loss_giou: 0.580088 loss_class_aux: 2.359406 loss_bbox_aux: 0.457032 loss_giou_aux: 1.852153 loss_class_dn: 0.371075 loss_bbox_dn: 0.131706 loss_giou_dn: 0.451021 loss_class_aux_dn: 0.836246 loss_bbox_aux_dn: 0.353164 loss_giou_aux_dn: 1.071320 loss: 9.647732 eta: 27 days, 6:48:29 batch_cost: 0.6824 data_cost: 0.0216 ips: 11.7229 images/s
[08/19 22:06:11] ppdet.engine INFO: Epoch: [9] [19200/54024] learning_rate: 0.000100 loss_class: 0.782773 loss_bbox: 0.138267 loss_giou: 0.553580 loss_class_aux: 2.445940 loss_bbox_aux: 0.457295 loss_giou_aux: 1.768881 loss_class_dn: 0.379363 loss_bbox_dn: 0.133014 loss_giou_dn: 0.447589 loss_class_aux_dn: 0.854912 loss_bbox_aux_dn: 0.354545 loss_giou_aux_dn: 1.078722 loss: 9.458310 eta: 27 days, 6:45:33 batch_cost: 0.6752 data_cost: 0.0456 ips: 11.8490 images/s
[08/19 22:08:40] ppdet.engine INFO: Epoch: [9] [19400/54024] learning_rate: 0.000100 loss_class: 0.769135 loss_bbox: 0.134214 loss_giou: 0.549648 loss_class_aux: 2.419771 loss_bbox_aux: 0.448800 loss_giou_aux: 1.736989 loss_class_dn: 0.373385 loss_bbox_dn: 0.130609 loss_giou_dn: 0.434720 loss_class_aux_dn: 0.846532 loss_bbox_aux_dn: 0.346025 loss_giou_aux_dn: 1.063450 loss: 9.408396 eta: 27 days, 6:43:37 batch_cost: 0.7102 data_cost: 0.0293 ips: 11.2651 images/s
[08/19 22:11:28] ppdet.engine INFO: Epoch: [9] [19600/54024] learning_rate: 0.000100 loss_class: 0.776514 loss_bbox: 0.136876 loss_giou: 0.610085 loss_class_aux: 2.414574 loss_bbox_aux: 0.458574 loss_giou_aux: 1.910311 loss_class_dn: 0.392884 loss_bbox_dn: 0.132193 loss_giou_dn: 0.474472 loss_class_aux_dn: 0.879286 loss_bbox_aux_dn: 0.348101 loss_giou_aux_dn: 1.142120 loss: 9.712242 eta: 27 days, 6:44:20 batch_cost: 0.8037 data_cost: 0.0008 ips: 9.9534 images/s
[08/19 22:14:11] ppdet.engine INFO: Epoch: [9] [19800/54024] learning_rate: 0.000100 loss_class: 0.797169 loss_bbox: 0.139457 loss_giou: 0.617370 loss_class_aux: 2.493051 loss_bbox_aux: 0.465570 loss_giou_aux: 1.950288 loss_class_dn: 0.400458 loss_bbox_dn: 0.135321 loss_giou_dn: 0.466765 loss_class_aux_dn: 0.900961 loss_bbox_aux_dn: 0.354255 loss_giou_aux_dn: 1.133604 loss: 10.014911 eta: 27 days, 6:44:18 batch_cost: 0.7772 data_cost: 0.0402 ips: 10.2930 images/s
[08/19 22:17:04] ppdet.engine INFO: Epoch: [9] [20000/54024] learning_rate: 0.000100 loss_class: 0.758492 loss_bbox: 0.144540 loss_giou: 0.567653 loss_class_aux: 2.372782 loss_bbox_aux: 0.478043 loss_giou_aux: 1.770186 loss_class_dn: 0.383705 loss_bbox_dn: 0.144077 loss_giou_dn: 0.449227 loss_class_aux_dn: 0.859507 loss_bbox_aux_dn: 0.372320 loss_giou_aux_dn: 1.080899 loss: 9.668343 eta: 27 days, 6:45:36 batch_cost: 0.8244 data_cost: 0.1618 ips: 9.7040 images/s
[08/19 22:19:24] ppdet.engine INFO: Epoch: [9] [20200/54024] learning_rate: 0.000100 loss_class: 0.752658 loss_bbox: 0.137857 loss_giou: 0.570249 loss_class_aux: 2.334969 loss_bbox_aux: 0.459511 loss_giou_aux: 1.773396 loss_class_dn: 0.378777 loss_bbox_dn: 0.136995 loss_giou_dn: 0.440429 loss_class_aux_dn: 0.844624 loss_bbox_aux_dn: 0.359358 loss_giou_aux_dn: 1.077923 loss: 9.493592 eta: 27 days, 6:42:22 batch_cost: 0.6647 data_cost: 0.0138 ips: 12.0362 images/s
[08/19 22:22:14] ppdet.engine INFO: Epoch: [9] [20400/54024] learning_rate: 0.000100 loss_class: 0.772444 loss_bbox: 0.134937 loss_giou: 0.576069 loss_class_aux: 2.408921 loss_bbox_aux: 0.457032 loss_giou_aux: 1.845200 loss_class_dn: 0.388498 loss_bbox_dn: 0.134845 loss_giou_dn: 0.458583 loss_class_aux_dn: 0.865155 loss_bbox_aux_dn: 0.354826 loss_giou_aux_dn: 1.095441 loss: 9.678818 eta: 27 days, 6:43:09 batch_cost: 0.8064 data_cost: 0.0136 ips: 9.9208 images/s
[08/19 22:25:02] ppdet.engine INFO: Epoch: [9] [20600/54024] learning_rate: 0.000100 loss_class: 0.764365 loss_bbox: 0.143232 loss_giou: 0.556240 loss_class_aux: 2.378641 loss_bbox_aux: 0.470402 loss_giou_aux: 1.768933 loss_class_dn: 0.371967 loss_bbox_dn: 0.135406 loss_giou_dn: 0.442624 loss_class_aux_dn: 0.834098 loss_bbox_aux_dn: 0.346532 loss_giou_aux_dn: 1.086407 loss: 9.532231 eta: 27 days, 6:43:49 batch_cost: 0.8025 data_cost: 0.0050 ips: 9.9689 images/s
[08/19 22:27:32] ppdet.engine INFO: Epoch: [9] [20800/54024] learning_rate: 0.000100 loss_class: 0.770718 loss_bbox: 0.132596 loss_giou: 0.539353 loss_class_aux: 2.370762 loss_bbox_aux: 0.444891 loss_giou_aux: 1.682451 loss_class_dn: 0.379737 loss_bbox_dn: 0.132161 loss_giou_dn: 0.436074 loss_class_aux_dn: 0.840043 loss_bbox_aux_dn: 0.350534 loss_giou_aux_dn: 1.052243 loss: 9.371669 eta: 27 days, 6:41:49 batch_cost: 0.7079 data_cost: 0.0268 ips: 11.3004 images/s
[08/19 22:30:05] ppdet.engine INFO: Epoch: [9] [21000/54024] learning_rate: 0.000100 loss_class: 0.766381 loss_bbox: 0.130207 loss_giou: 0.558306 loss_class_aux: 2.418069 loss_bbox_aux: 0.450698 loss_giou_aux: 1.761544 loss_class_dn: 0.380686 loss_bbox_dn: 0.127582 loss_giou_dn: 0.437448 loss_class_aux_dn: 0.855929 loss_bbox_aux_dn: 0.338485 loss_giou_aux_dn: 1.078336 loss: 9.544273 eta: 27 days, 6:40:15 batch_cost: 0.7235 data_cost: 0.0274 ips: 11.0581 images/s
[08/19 22:32:24] ppdet.engine INFO: Epoch: [9] [21200/54024] learning_rate: 0.000100 loss_class: 0.795898 loss_bbox: 0.137835 loss_giou: 0.561877 loss_class_aux: 2.472459 loss_bbox_aux: 0.475687 loss_giou_aux: 1.788134 loss_class_dn: 0.389679 loss_bbox_dn: 0.136235 loss_giou_dn: 0.459999 loss_class_aux_dn: 0.874906 loss_bbox_aux_dn: 0.360429 loss_giou_aux_dn: 1.097412 loss: 9.758821 eta: 27 days, 6:36:41 batch_cost: 0.6528 data_cost: 0.0009 ips: 12.2544 images/s
[08/19 22:35:00] ppdet.engine INFO: Epoch: [9] [21400/54024] learning_rate: 0.000100 loss_class: 0.775336 loss_bbox: 0.136004 loss_giou: 0.556025 loss_class_aux: 2.428306 loss_bbox_aux: 0.453272 loss_giou_aux: 1.777401 loss_class_dn: 0.377654 loss_bbox_dn: 0.131806 loss_giou_dn: 0.429653 loss_class_aux_dn: 0.840594 loss_bbox_aux_dn: 0.356936 loss_giou_aux_dn: 1.047560 loss: 9.231414 eta: 27 days, 6:35:46 batch_cost: 0.7464 data_cost: 0.0235 ips: 10.7188 images/s
[08/19 22:37:46] ppdet.engine INFO: Epoch: [9] [21600/54024] learning_rate: 0.000100 loss_class: 0.771176 loss_bbox: 0.134683 loss_giou: 0.563074 loss_class_aux: 2.408641 loss_bbox_aux: 0.450981 loss_giou_aux: 1.810942 loss_class_dn: 0.378555 loss_bbox_dn: 0.128262 loss_giou_dn: 0.463197 loss_class_aux_dn: 0.848244 loss_bbox_aux_dn: 0.337005 loss_giou_aux_dn: 1.118635 loss: 9.529531 eta: 27 days, 6:35:58 batch_cost: 0.7863 data_cost: 0.0054 ips: 10.1742 images/s
[08/19 22:40:30] ppdet.engine INFO: Epoch: [9] [21800/54024] learning_rate: 0.000100 loss_class: 0.749781 loss_bbox: 0.128518 loss_giou: 0.536268 loss_class_aux: 2.345134 loss_bbox_aux: 0.427379 loss_giou_aux: 1.697406 loss_class_dn: 0.365535 loss_bbox_dn: 0.126819 loss_giou_dn: 0.436972 loss_class_aux_dn: 0.819335 loss_bbox_aux_dn: 0.336507 loss_giou_aux_dn: 1.046352 loss: 9.052897 eta: 27 days, 6:36:03 batch_cost: 0.7822 data_cost: 0.0108 ips: 10.2279 images/s
[08/19 22:43:07] ppdet.engine INFO: Epoch: [9] [22000/54024] learning_rate: 0.000100 loss_class: 0.763547 loss_bbox: 0.138119 loss_giou: 0.568462 loss_class_aux: 2.416350 loss_bbox_aux: 0.467649 loss_giou_aux: 1.813749 loss_class_dn: 0.383977 loss_bbox_dn: 0.134352 loss_giou_dn: 0.458272 loss_class_aux_dn: 0.853337 loss_bbox_aux_dn: 0.357868 loss_giou_aux_dn: 1.099503 loss: 9.522789 eta: 27 days, 6:35:02 batch_cost: 0.7435 data_cost: 0.0432 ips: 10.7597 images/s
[08/19 22:45:38] ppdet.engine INFO: Epoch: [9] [22200/54024] learning_rate: 0.000100 loss_class: 0.746868 loss_bbox: 0.133800 loss_giou: 0.511189 loss_class_aux: 2.344200 loss_bbox_aux: 0.445781 loss_giou_aux: 1.604076 loss_class_dn: 0.359737 loss_bbox_dn: 0.138027 loss_giou_dn: 0.413158 loss_class_aux_dn: 0.817678 loss_bbox_aux_dn: 0.371474 loss_giou_aux_dn: 1.009199 loss: 9.144139 eta: 27 days, 6:33:15 batch_cost: 0.7156 data_cost: 0.0639 ips: 11.1789 images/s
[08/19 22:48:20] ppdet.engine INFO: Epoch: [9] [22400/54024] learning_rate: 0.000100 loss_class: 0.783641 loss_bbox: 0.134017 loss_giou: 0.553210 loss_class_aux: 2.438524 loss_bbox_aux: 0.454415 loss_giou_aux: 1.771977 loss_class_dn: 0.382878 loss_bbox_dn: 0.133257 loss_giou_dn: 0.442822 loss_class_aux_dn: 0.856390 loss_bbox_aux_dn: 0.347991 loss_giou_aux_dn: 1.083532 loss: 9.606359 eta: 27 days, 6:33:00 batch_cost: 0.7706 data_cost: 0.0254 ips: 10.3812 images/s
[08/19 22:50:58] ppdet.engine INFO: Epoch: [9] [22600/54024] learning_rate: 0.000100 loss_class: 0.778011 loss_bbox: 0.134108 loss_giou: 0.596391 loss_class_aux: 2.440445 loss_bbox_aux: 0.442779 loss_giou_aux: 1.897824 loss_class_dn: 0.372323 loss_bbox_dn: 0.135212 loss_giou_dn: 0.453092 loss_class_aux_dn: 0.847204 loss_bbox_aux_dn: 0.357492 loss_giou_aux_dn: 1.080624 loss: 9.372942 eta: 27 days, 6:32:13 batch_cost: 0.7518 data_cost: 0.1000 ips: 10.6413 images/s
[08/19 22:53:49] ppdet.engine INFO: Epoch: [9] [22800/54024] learning_rate: 0.000100 loss_class: 0.774256 loss_bbox: 0.134225 loss_giou: 0.586435 loss_class_aux: 2.398124 loss_bbox_aux: 0.459182 loss_giou_aux: 1.864211 loss_class_dn: 0.391049 loss_bbox_dn: 0.132983 loss_giou_dn: 0.474470 loss_class_aux_dn: 0.864236 loss_bbox_aux_dn: 0.353918 loss_giou_aux_dn: 1.143527 loss: 9.836810 eta: 27 days, 6:33:17 batch_cost: 0.8178 data_cost: 0.0166 ips: 9.7823 images/s
[08/19 22:56:20] ppdet.engine INFO: Epoch: [9] [23000/54024] learning_rate: 0.000100 loss_class: 0.739309 loss_bbox: 0.132410 loss_giou: 0.520622 loss_class_aux: 2.339426 loss_bbox_aux: 0.447131 loss_giou_aux: 1.654014 loss_class_dn: 0.363592 loss_bbox_dn: 0.136865 loss_giou_dn: 0.412703 loss_class_aux_dn: 0.812713 loss_bbox_aux_dn: 0.350793 loss_giou_aux_dn: 1.005423 loss: 9.058074 eta: 27 days, 6:31:31 batch_cost: 0.7168 data_cost: 0.0493 ips: 11.1614 images/s
[08/19 22:59:09] ppdet.engine INFO: Epoch: [9] [23200/54024] learning_rate: 0.000100 loss_class: 0.771141 loss_bbox: 0.138864 loss_giou: 0.597466 loss_class_aux: 2.407096 loss_bbox_aux: 0.466221 loss_giou_aux: 1.905596 loss_class_dn: 0.390458 loss_bbox_dn: 0.133090 loss_giou_dn: 0.462993 loss_class_aux_dn: 0.854243 loss_bbox_aux_dn: 0.354556 loss_giou_aux_dn: 1.107637 loss: 9.615034 eta: 27 days, 6:32:20 batch_cost: 0.8090 data_cost: 0.0786 ips: 9.8885 images/s
[08/19 23:01:58] ppdet.engine INFO: Epoch: [9] [23400/54024] learning_rate: 0.000100 loss_class: 0.762175 loss_bbox: 0.138377 loss_giou: 0.544788 loss_class_aux: 2.358713 loss_bbox_aux: 0.452360 loss_giou_aux: 1.716110 loss_class_dn: 0.373481 loss_bbox_dn: 0.133374 loss_giou_dn: 0.436082 loss_class_aux_dn: 0.842248 loss_bbox_aux_dn: 0.356789 loss_giou_aux_dn: 1.058900 loss: 9.290933 eta: 27 days, 6:32:58 batch_cost: 0.8023 data_cost: 0.0364 ips: 9.9714 images/s
[08/19 23:04:31] ppdet.engine INFO: Epoch: [9] [23600/54024] learning_rate: 0.000100 loss_class: 0.794045 loss_bbox: 0.140047 loss_giou: 0.615662 loss_class_aux: 2.467258 loss_bbox_aux: 0.465920 loss_giou_aux: 1.955229 loss_class_dn: 0.389984 loss_bbox_dn: 0.136789 loss_giou_dn: 0.482963 loss_class_aux_dn: 0.860279 loss_bbox_aux_dn: 0.356644 loss_giou_aux_dn: 1.169838 loss: 9.736376 eta: 27 days, 6:31:28 batch_cost: 0.7264 data_cost: 0.0704 ips: 11.0134 images/s
[08/19 23:07:21] ppdet.engine INFO: Epoch: [9] [23800/54024] learning_rate: 0.000100 loss_class: 0.766742 loss_bbox: 0.128151 loss_giou: 0.529659 loss_class_aux: 2.433637 loss_bbox_aux: 0.428160 loss_giou_aux: 1.683373 loss_class_dn: 0.386148 loss_bbox_dn: 0.122602 loss_giou_dn: 0.434308 loss_class_aux_dn: 0.853589 loss_bbox_aux_dn: 0.331150 loss_giou_aux_dn: 1.047296 loss: 9.311342 eta: 27 days, 6:32:21 batch_cost: 0.8118 data_cost: 0.0429 ips: 9.8541 images/s
[08/19 23:09:58] ppdet.engine INFO: Epoch: [9] [24000/54024] learning_rate: 0.000100 loss_class: 0.753800 loss_bbox: 0.126964 loss_giou: 0.569659 loss_class_aux: 2.366986 loss_bbox_aux: 0.436061 loss_giou_aux: 1.756869 loss_class_dn: 0.367977 loss_bbox_dn: 0.130168 loss_giou_dn: 0.430655 loss_class_aux_dn: 0.840879 loss_bbox_aux_dn: 0.343071 loss_giou_aux_dn: 1.050650 loss: 9.365293 eta: 27 days, 6:31:22 batch_cost: 0.7448 data_cost: 0.0627 ips: 10.7405 images/s
[08/19 23:12:18] ppdet.engine INFO: Epoch: [9] [24200/54024] learning_rate: 0.000100 loss_class: 0.774327 loss_bbox: 0.132151 loss_giou: 0.601145 loss_class_aux: 2.400872 loss_bbox_aux: 0.445496 loss_giou_aux: 1.911293 loss_class_dn: 0.391176 loss_bbox_dn: 0.137274 loss_giou_dn: 0.474606 loss_class_aux_dn: 0.872679 loss_bbox_aux_dn: 0.355330 loss_giou_aux_dn: 1.132178 loss: 9.757456 eta: 27 days, 6:27:59 batch_cost: 0.6595 data_cost: 0.0080 ips: 12.1296 images/s
[08/19 23:14:59] ppdet.engine INFO: Epoch: [9] [24400/54024] learning_rate: 0.000100 loss_class: 0.746421 loss_bbox: 0.131506 loss_giou: 0.525299 loss_class_aux: 2.319626 loss_bbox_aux: 0.435015 loss_giou_aux: 1.677057 loss_class_dn: 0.368933 loss_bbox_dn: 0.130278 loss_giou_dn: 0.419723 loss_class_aux_dn: 0.823948 loss_bbox_aux_dn: 0.348375 loss_giou_aux_dn: 1.028103 loss: 9.200542 eta: 27 days, 6:27:33 batch_cost: 0.7647 data_cost: 0.0602 ips: 10.4618 images/s
[08/19 23:17:20] ppdet.engine INFO: Epoch: [9] [24600/54024] learning_rate: 0.000100 loss_class: 0.760669 loss_bbox: 0.135691 loss_giou: 0.531111 loss_class_aux: 2.390193 loss_bbox_aux: 0.451915 loss_giou_aux: 1.731731 loss_class_dn: 0.367387 loss_bbox_dn: 0.134671 loss_giou_dn: 0.441237 loss_class_aux_dn: 0.813366 loss_bbox_aux_dn: 0.357562 loss_giou_aux_dn: 1.083833 loss: 9.255539 eta: 27 days, 6:24:26 batch_cost: 0.6686 data_cost: 0.0089 ips: 11.9647 images/s
[08/19 23:20:07] ppdet.engine INFO: Epoch: [9] [24800/54024] learning_rate: 0.000100 loss_class: 0.751254 loss_bbox: 0.134945 loss_giou: 0.537313 loss_class_aux: 2.330083 loss_bbox_aux: 0.447082 loss_giou_aux: 1.731858 loss_class_dn: 0.369065 loss_bbox_dn: 0.136064 loss_giou_dn: 0.429517 loss_class_aux_dn: 0.810106 loss_bbox_aux_dn: 0.357237 loss_giou_aux_dn: 1.038168 loss: 9.243396 eta: 27 days, 6:24:43 batch_cost: 0.7910 data_cost: 0.0219 ips: 10.1139 images/s
[08/19 23:22:40] ppdet.engine INFO: Epoch: [9] [25000/54024] learning_rate: 0.000100 loss_class: 0.750383 loss_bbox: 0.136264 loss_giou: 0.561463 loss_class_aux: 2.361038 loss_bbox_aux: 0.450306 loss_giou_aux: 1.780949 loss_class_dn: 0.375107 loss_bbox_dn: 0.133773 loss_giou_dn: 0.444535 loss_class_aux_dn: 0.829877 loss_bbox_aux_dn: 0.346289 loss_giou_aux_dn: 1.064445 loss: 9.426460 eta: 27 days, 6:23:23 batch_cost: 0.7322 data_cost: 0.0351 ips: 10.9254 images/s
[08/19 23:25:09] ppdet.engine INFO: Epoch: [9] [25200/54024] learning_rate: 0.000100 loss_class: 0.745444 loss_bbox: 0.134491 loss_giou: 0.565519 loss_class_aux: 2.362608 loss_bbox_aux: 0.453500 loss_giou_aux: 1.788712 loss_class_dn: 0.363578 loss_bbox_dn: 0.129779 loss_giou_dn: 0.447650 loss_class_aux_dn: 0.815686 loss_bbox_aux_dn: 0.346756 loss_giou_aux_dn: 1.059953 loss: 9.201626 eta: 27 days, 6:21:16 batch_cost: 0.7050 data_cost: 0.0375 ips: 11.3470 images/s
[08/19 23:27:45] ppdet.engine INFO: Epoch: [9] [25400/54024] learning_rate: 0.000100 loss_class: 0.769702 loss_bbox: 0.135187 loss_giou: 0.548899 loss_class_aux: 2.385362 loss_bbox_aux: 0.450225 loss_giou_aux: 1.753368 loss_class_dn: 0.382934 loss_bbox_dn: 0.130992 loss_giou_dn: 0.436070 loss_class_aux_dn: 0.851272 loss_bbox_aux_dn: 0.345698 loss_giou_aux_dn: 1.053745 loss: 9.455384 eta: 27 days, 6:20:12 batch_cost: 0.7421 data_cost: 0.0548 ips: 10.7796 images/s
[08/19 23:29:59] ppdet.engine INFO: Epoch: [9] [25600/54024] learning_rate: 0.000100 loss_class: 0.752375 loss_bbox: 0.130353 loss_giou: 0.553046 loss_class_aux: 2.347862 loss_bbox_aux: 0.446157 loss_giou_aux: 1.780317 loss_class_dn: 0.366988 loss_bbox_dn: 0.138218 loss_giou_dn: 0.441263 loss_class_aux_dn: 0.815798 loss_bbox_aux_dn: 0.355568 loss_giou_aux_dn: 1.059173 loss: 9.259239 eta: 27 days, 6:16:02 batch_cost: 0.6312 data_cost: 0.0193 ips: 12.6744 images/s
[08/19 23:32:27] ppdet.engine INFO: Epoch: [9] [25800/54024] learning_rate: 0.000100 loss_class: 0.775743 loss_bbox: 0.138452 loss_giou: 0.546819 loss_class_aux: 2.416057 loss_bbox_aux: 0.455994 loss_giou_aux: 1.767140 loss_class_dn: 0.371265 loss_bbox_dn: 0.137051 loss_giou_dn: 0.438997 loss_class_aux_dn: 0.832606 loss_bbox_aux_dn: 0.348783 loss_giou_aux_dn: 1.063626 loss: 9.389914 eta: 27 days, 6:13:47 batch_cost: 0.7004 data_cost: 0.0009 ips: 11.4224 images/s
[08/19 23:35:06] ppdet.engine INFO: Epoch: [9] [26000/54024] learning_rate: 0.000100 loss_class: 0.727997 loss_bbox: 0.137977 loss_giou: 0.572642 loss_class_aux: 2.316949 loss_bbox_aux: 0.464938 loss_giou_aux: 1.805363 loss_class_dn: 0.368907 loss_bbox_dn: 0.137341 loss_giou_dn: 0.443088 loss_class_aux_dn: 0.830429 loss_bbox_aux_dn: 0.360466 loss_giou_aux_dn: 1.050896 loss: 9.278980 eta: 27 days, 6:13:05 batch_cost: 0.7556 data_cost: 0.0008 ips: 10.5872 images/s
[08/19 23:37:41] ppdet.engine INFO: Epoch: [9] [26200/54024] learning_rate: 0.000100 loss_class: 0.767972 loss_bbox: 0.138717 loss_giou: 0.609112 loss_class_aux: 2.416966 loss_bbox_aux: 0.468807 loss_giou_aux: 1.903287 loss_class_dn: 0.396664 loss_bbox_dn: 0.131624 loss_giou_dn: 0.480576 loss_class_aux_dn: 0.877613 loss_bbox_aux_dn: 0.344509 loss_giou_aux_dn: 1.143948 loss: 9.987070 eta: 27 days, 6:11:56 batch_cost: 0.7390 data_cost: 0.0008 ips: 10.8259 images/s
[08/19 23:40:02] ppdet.engine INFO: Epoch: [9] [26400/54024] learning_rate: 0.000100 loss_class: 0.748520 loss_bbox: 0.131931 loss_giou: 0.563854 loss_class_aux: 2.341998 loss_bbox_aux: 0.436028 loss_giou_aux: 1.753721 loss_class_dn: 0.372261 loss_bbox_dn: 0.126691 loss_giou_dn: 0.444811 loss_class_aux_dn: 0.826053 loss_bbox_aux_dn: 0.329523 loss_giou_aux_dn: 1.066413 loss: 9.179510 eta: 27 days, 6:08:39 batch_cost: 0.6633 data_cost: 0.0024 ips: 12.0614 images/s
[08/19 23:42:45] ppdet.engine INFO: Epoch: [9] [26600/54024] learning_rate: 0.000100 loss_class: 0.747672 loss_bbox: 0.137857 loss_giou: 0.539499 loss_class_aux: 2.351336 loss_bbox_aux: 0.453410 loss_giou_aux: 1.698915 loss_class_dn: 0.363270 loss_bbox_dn: 0.139130 loss_giou_dn: 0.426045 loss_class_aux_dn: 0.819943 loss_bbox_aux_dn: 0.366774 loss_giou_aux_dn: 1.038254 loss: 9.022557 eta: 27 days, 6:08:34 batch_cost: 0.7779 data_cost: 0.0166 ips: 10.2840 images/s
[08/19 23:45:19] ppdet.engine INFO: Epoch: [9] [26800/54024] learning_rate: 0.000100 loss_class: 0.748553 loss_bbox: 0.138954 loss_giou: 0.508696 loss_class_aux: 2.360742 loss_bbox_aux: 0.463368 loss_giou_aux: 1.615014 loss_class_dn: 0.359242 loss_bbox_dn: 0.135114 loss_giou_dn: 0.415240 loss_class_aux_dn: 0.806561 loss_bbox_aux_dn: 0.363149 loss_giou_aux_dn: 1.019814 loss: 9.043609 eta: 27 days, 6:07:09 batch_cost: 0.7301 data_cost: 0.0850 ips: 10.9572 images/s
[08/19 23:47:39] ppdet.engine INFO: Epoch: [9] [27000/54024] learning_rate: 0.000100 loss_class: 0.781905 loss_bbox: 0.134121 loss_giou: 0.543727 loss_class_aux: 2.460537 loss_bbox_aux: 0.453845 loss_giou_aux: 1.716775 loss_class_dn: 0.388151 loss_bbox_dn: 0.136150 loss_giou_dn: 0.443309 loss_class_aux_dn: 0.880171 loss_bbox_aux_dn: 0.360105 loss_giou_aux_dn: 1.072931 loss: 9.647252 eta: 27 days, 6:03:49 batch_cost: 0.6607 data_cost: 0.0180 ips: 12.1089 images/s
[08/19 23:50:18] ppdet.engine INFO: Epoch: [9] [27200/54024] learning_rate: 0.000100 loss_class: 0.768284 loss_bbox: 0.130324 loss_giou: 0.561298 loss_class_aux: 2.450522 loss_bbox_aux: 0.437021 loss_giou_aux: 1.814613 loss_class_dn: 0.391392 loss_bbox_dn: 0.133670 loss_giou_dn: 0.463702 loss_class_aux_dn: 0.862902 loss_bbox_aux_dn: 0.347540 loss_giou_aux_dn: 1.111222 loss: 9.508807 eta: 27 days, 6:03:03 batch_cost: 0.7536 data_cost: 0.0265 ips: 10.6157 images/s
[08/19 23:52:49] ppdet.engine INFO: Epoch: [9] [27400/54024] learning_rate: 0.000100 loss_class: 0.766457 loss_bbox: 0.137080 loss_giou: 0.557936 loss_class_aux: 2.390989 loss_bbox_aux: 0.458674 loss_giou_aux: 1.801936 loss_class_dn: 0.381415 loss_bbox_dn: 0.133874 loss_giou_dn: 0.456049 loss_class_aux_dn: 0.845762 loss_bbox_aux_dn: 0.354131 loss_giou_aux_dn: 1.095830 loss: 9.401632 eta: 27 days, 6:01:14 batch_cost: 0.7156 data_cost: 0.0195 ips: 11.1794 images/s
[08/19 23:55:41] ppdet.engine INFO: Epoch: [9] [27600/54024] learning_rate: 0.000100 loss_class: 0.765950 loss_bbox: 0.131506 loss_giou: 0.523283 loss_class_aux: 2.367513 loss_bbox_aux: 0.439518 loss_giou_aux: 1.667295 loss_class_dn: 0.364561 loss_bbox_dn: 0.135236 loss_giou_dn: 0.416014 loss_class_aux_dn: 0.814769 loss_bbox_aux_dn: 0.358590 loss_giou_aux_dn: 1.024679 loss: 9.078362 eta: 27 days, 6:02:18 batch_cost: 0.8200 data_cost: 0.0859 ips: 9.7558 images/s
[08/19 23:58:09] ppdet.engine INFO: Epoch: [9] [27800/54024] learning_rate: 0.000100 loss_class: 0.733730 loss_bbox: 0.133114 loss_giou: 0.511176 loss_class_aux: 2.325473 loss_bbox_aux: 0.454878 loss_giou_aux: 1.646987 loss_class_dn: 0.361201 loss_bbox_dn: 0.133708 loss_giou_dn: 0.414502 loss_class_aux_dn: 0.804551 loss_bbox_aux_dn: 0.350656 loss_giou_aux_dn: 0.992869 loss: 8.844694 eta: 27 days, 6:00:03 batch_cost: 0.6997 data_cost: 0.0524 ips: 11.4329 images/s
[08/20 00:00:31] ppdet.engine INFO: Epoch: [9] [28000/54024] learning_rate: 0.000100 loss_class: 0.783321 loss_bbox: 0.132101 loss_giou: 0.570714 loss_class_aux: 2.441805 loss_bbox_aux: 0.449751 loss_giou_aux: 1.817400 loss_class_dn: 0.393415 loss_bbox_dn: 0.129750 loss_giou_dn: 0.465315 loss_class_aux_dn: 0.875471 loss_bbox_aux_dn: 0.344620 loss_giou_aux_dn: 1.112051 loss: 9.652291 eta: 27 days, 5:56:53 batch_cost: 0.6675 data_cost: 0.0008 ips: 11.9847 images/s
[08/20 00:03:08] ppdet.engine INFO: Epoch: [9] [28200/54024] learning_rate: 0.000100 loss_class: 0.752540 loss_bbox: 0.131605 loss_giou: 0.530351 loss_class_aux: 2.372099 loss_bbox_aux: 0.427321 loss_giou_aux: 1.711493 loss_class_dn: 0.374844 loss_bbox_dn: 0.131299 loss_giou_dn: 0.434781 loss_class_aux_dn: 0.827645 loss_bbox_aux_dn: 0.347603 loss_giou_aux_dn: 1.044133 loss: 9.242523 eta: 27 days, 5:56:03 batch_cost: 0.7512 data_cost: 0.0716 ips: 10.6503 images/s
[08/20 00:05:40] ppdet.engine INFO: Epoch: [9] [28400/54024] learning_rate: 0.000100 loss_class: 0.747787 loss_bbox: 0.130866 loss_giou: 0.553636 loss_class_aux: 2.367435 loss_bbox_aux: 0.445244 loss_giou_aux: 1.788652 loss_class_dn: 0.383670 loss_bbox_dn: 0.130179 loss_giou_dn: 0.449553 loss_class_aux_dn: 0.849713 loss_bbox_aux_dn: 0.335179 loss_giou_aux_dn: 1.085633 loss: 9.454574 eta: 27 days, 5:54:27 batch_cost: 0.7236 data_cost: 0.0620 ips: 11.0561 images/s
[08/20 00:08:22] ppdet.engine INFO: Epoch: [9] [28600/54024] learning_rate: 0.000100 loss_class: 0.766500 loss_bbox: 0.137045 loss_giou: 0.568920 loss_class_aux: 2.385988 loss_bbox_aux: 0.468262 loss_giou_aux: 1.793835 loss_class_dn: 0.375204 loss_bbox_dn: 0.133485 loss_giou_dn: 0.454440 loss_class_aux_dn: 0.840110 loss_bbox_aux_dn: 0.352450 loss_giou_aux_dn: 1.104705 loss: 9.381433 eta: 27 days, 5:54:10 batch_cost: 0.7715 data_cost: 0.0108 ips: 10.3696 images/s
[08/20 00:10:59] ppdet.engine INFO: Epoch: [9] [28800/54024] learning_rate: 0.000100 loss_class: 0.766339 loss_bbox: 0.136665 loss_giou: 0.574921 loss_class_aux: 2.410981 loss_bbox_aux: 0.450125 loss_giou_aux: 1.810761 loss_class_dn: 0.373051 loss_bbox_dn: 0.132533 loss_giou_dn: 0.444181 loss_class_aux_dn: 0.852964 loss_bbox_aux_dn: 0.349662 loss_giou_aux_dn: 1.063025 loss: 9.383970 eta: 27 days, 5:53:06 batch_cost: 0.7426 data_cost: 0.0098 ips: 10.7731 images/s
[08/20 00:13:58] ppdet.engine INFO: Epoch: [9] [29000/54024] learning_rate: 0.000100 loss_class: 0.730447 loss_bbox: 0.123390 loss_giou: 0.580192 loss_class_aux: 2.282135 loss_bbox_aux: 0.417204 loss_giou_aux: 1.829436 loss_class_dn: 0.375266 loss_bbox_dn: 0.127775 loss_giou_dn: 0.441686 loss_class_aux_dn: 0.831573 loss_bbox_aux_dn: 0.335347 loss_giou_aux_dn: 1.050072 loss: 9.314937 eta: 27 days, 5:55:06 batch_cost: 0.8543 data_cost: 0.0698 ips: 9.3640 images/s
[08/20 00:16:28] ppdet.engine INFO: Epoch: [9] [29200/54024] learning_rate: 0.000100 loss_class: 0.776990 loss_bbox: 0.136974 loss_giou: 0.551367 loss_class_aux: 2.420297 loss_bbox_aux: 0.465443 loss_giou_aux: 1.774201 loss_class_dn: 0.385364 loss_bbox_dn: 0.139058 loss_giou_dn: 0.447951 loss_class_aux_dn: 0.867841 loss_bbox_aux_dn: 0.365755 loss_giou_aux_dn: 1.085617 loss: 9.708145 eta: 27 days, 5:53:11 batch_cost: 0.7126 data_cost: 0.0547 ips: 11.2263 images/s
[08/20 00:18:52] ppdet.engine INFO: Epoch: [9] [29400/54024] learning_rate: 0.000100 loss_class: 0.786497 loss_bbox: 0.137063 loss_giou: 0.589618 loss_class_aux: 2.484229 loss_bbox_aux: 0.460189 loss_giou_aux: 1.863788 loss_class_dn: 0.387124 loss_bbox_dn: 0.131487 loss_giou_dn: 0.467954 loss_class_aux_dn: 0.855254 loss_bbox_aux_dn: 0.348140 loss_giou_aux_dn: 1.131691 loss: 9.790725 eta: 27 days, 5:50:27 batch_cost: 0.6826 data_cost: 0.0410 ips: 11.7197 images/s
[08/20 00:21:21] ppdet.engine INFO: Epoch: [9] [29600/54024] learning_rate: 0.000100 loss_class: 0.752978 loss_bbox: 0.136429 loss_giou: 0.593633 loss_class_aux: 2.385229 loss_bbox_aux: 0.463246 loss_giou_aux: 1.888143 loss_class_dn: 0.395660 loss_bbox_dn: 0.131781 loss_giou_dn: 0.477052 loss_class_aux_dn: 0.879698 loss_bbox_aux_dn: 0.335435 loss_giou_aux_dn: 1.137880 loss: 9.877416 eta: 27 days, 5:48:15 batch_cost: 0.7022 data_cost: 0.0035 ips: 11.3932 images/s
[08/20 00:23:56] ppdet.engine INFO: Epoch: [9] [29800/54024] learning_rate: 0.000100 loss_class: 0.757385 loss_bbox: 0.143816 loss_giou: 0.583981 loss_class_aux: 2.374585 loss_bbox_aux: 0.470120 loss_giou_aux: 1.867459 loss_class_dn: 0.390897 loss_bbox_dn: 0.134490 loss_giou_dn: 0.459233 loss_class_aux_dn: 0.870092 loss_bbox_aux_dn: 0.356072 loss_giou_aux_dn: 1.097175 loss: 9.738748 eta: 27 days, 5:46:56 batch_cost: 0.7341 data_cost: 0.0055 ips: 10.8983 images/s
[08/20 00:26:38] ppdet.engine INFO: Epoch: [9] [30000/54024] learning_rate: 0.000100 loss_class: 0.747542 loss_bbox: 0.130459 loss_giou: 0.558613 loss_class_aux: 2.338243 loss_bbox_aux: 0.454967 loss_giou_aux: 1.804078 loss_class_dn: 0.381310 loss_bbox_dn: 0.129375 loss_giou_dn: 0.451087 loss_class_aux_dn: 0.858366 loss_bbox_aux_dn: 0.340306 loss_giou_aux_dn: 1.089556 loss: 9.355467 eta: 27 days, 5:46:41 batch_cost: 0.7731 data_cost: 0.0008 ips: 10.3481 images/s
[08/20 00:29:00] ppdet.engine INFO: Epoch: [9] [30200/54024] learning_rate: 0.000100 loss_class: 0.727663 loss_bbox: 0.122905 loss_giou: 0.494637 loss_class_aux: 2.284825 loss_bbox_aux: 0.424651 loss_giou_aux: 1.604770 loss_class_dn: 0.358743 loss_bbox_dn: 0.123112 loss_giou_dn: 0.414816 loss_class_aux_dn: 0.797091 loss_bbox_aux_dn: 0.330925 loss_giou_aux_dn: 1.011559 loss: 8.922824 eta: 27 days, 5:43:43 batch_cost: 0.6742 data_cost: 0.0008 ips: 11.8655 images/s
[08/20 00:31:40] ppdet.engine INFO: Epoch: [9] [30400/54024] learning_rate: 0.000100 loss_class: 0.752680 loss_bbox: 0.135104 loss_giou: 0.568328 loss_class_aux: 2.385801 loss_bbox_aux: 0.444756 loss_giou_aux: 1.842164 loss_class_dn: 0.385372 loss_bbox_dn: 0.127779 loss_giou_dn: 0.438405 loss_class_aux_dn: 0.864827 loss_bbox_aux_dn: 0.339364 loss_giou_aux_dn: 1.049437 loss: 9.368280 eta: 27 days, 5:43:06 batch_cost: 0.7598 data_cost: 0.0008 ips: 10.5287 images/s
[08/20 00:34:02] ppdet.engine INFO: Epoch: [9] [30600/54024] learning_rate: 0.000100 loss_class: 0.762122 loss_bbox: 0.135201 loss_giou: 0.606498 loss_class_aux: 2.388074 loss_bbox_aux: 0.450618 loss_giou_aux: 1.894813 loss_class_dn: 0.387796 loss_bbox_dn: 0.133307 loss_giou_dn: 0.476097 loss_class_aux_dn: 0.861603 loss_bbox_aux_dn: 0.355529 loss_giou_aux_dn: 1.133865 loss: 9.831027 eta: 27 days, 5:40:11 batch_cost: 0.6763 data_cost: 0.0120 ips: 11.8285 images/s
[08/20 00:36:42] ppdet.engine INFO: Epoch: [9] [30800/54024] learning_rate: 0.000100 loss_class: 0.776873 loss_bbox: 0.132551 loss_giou: 0.551354 loss_class_aux: 2.453955 loss_bbox_aux: 0.457568 loss_giou_aux: 1.754699 loss_class_dn: 0.383754 loss_bbox_dn: 0.138504 loss_giou_dn: 0.444036 loss_class_aux_dn: 0.854456 loss_bbox_aux_dn: 0.359986 loss_giou_aux_dn: 1.076748 loss: 9.339035 eta: 27 days, 5:39:30 batch_cost: 0.7574 data_cost: 0.0116 ips: 10.5622 images/s
[08/20 00:39:29] ppdet.engine INFO: Epoch: [9] [31000/54024] learning_rate: 0.000100 loss_class: 0.758266 loss_bbox: 0.138474 loss_giou: 0.554249 loss_class_aux: 2.384056 loss_bbox_aux: 0.459366 loss_giou_aux: 1.827103 loss_class_dn: 0.387894 loss_bbox_dn: 0.138955 loss_giou_dn: 0.465701 loss_class_aux_dn: 0.857254 loss_bbox_aux_dn: 0.358478 loss_giou_aux_dn: 1.121107 loss: 9.876424 eta: 27 days, 5:39:56 batch_cost: 0.7980 data_cost: 0.0008 ips: 10.0253 images/s
[08/20 00:41:59] ppdet.engine INFO: Epoch: [9] [31200/54024] learning_rate: 0.000100 loss_class: 0.769399 loss_bbox: 0.135530 loss_giou: 0.548975 loss_class_aux: 2.398002 loss_bbox_aux: 0.452532 loss_giou_aux: 1.770926 loss_class_dn: 0.376554 loss_bbox_dn: 0.129875 loss_giou_dn: 0.448417 loss_class_aux_dn: 0.841577 loss_bbox_aux_dn: 0.338961 loss_giou_aux_dn: 1.076596 loss: 9.668867 eta: 27 days, 5:37:55 batch_cost: 0.7091 data_cost: 0.0506 ips: 11.2823 images/s
[08/20 00:44:58] ppdet.engine INFO: Epoch: [9] [31400/54024] learning_rate: 0.000100 loss_class: 0.744346 loss_bbox: 0.135932 loss_giou: 0.576934 loss_class_aux: 2.375210 loss_bbox_aux: 0.456296 loss_giou_aux: 1.841596 loss_class_dn: 0.373333 loss_bbox_dn: 0.129713 loss_giou_dn: 0.454200 loss_class_aux_dn: 0.837172 loss_bbox_aux_dn: 0.342796 loss_giou_aux_dn: 1.095597 loss: 9.416715 eta: 27 days, 5:39:50 batch_cost: 0.8525 data_cost: 0.1612 ips: 9.3843 images/s
[08/20 00:47:22] ppdet.engine INFO: Epoch: [9] [31600/54024] learning_rate: 0.000100 loss_class: 0.721405 loss_bbox: 0.131593 loss_giou: 0.525358 loss_class_aux: 2.280312 loss_bbox_aux: 0.443700 loss_giou_aux: 1.664498 loss_class_dn: 0.365612 loss_bbox_dn: 0.132865 loss_giou_dn: 0.416062 loss_class_aux_dn: 0.812028 loss_bbox_aux_dn: 0.357132 loss_giou_aux_dn: 1.005884 loss: 9.043759 eta: 27 days, 5:37:00 batch_cost: 0.6794 data_cost: 0.0008 ips: 11.7754 images/s
[08/20 00:49:39] ppdet.engine INFO: Epoch: [9] [31800/54024] learning_rate: 0.000100 loss_class: 0.755952 loss_bbox: 0.136745 loss_giou: 0.536445 loss_class_aux: 2.384927 loss_bbox_aux: 0.454465 loss_giou_aux: 1.701674 loss_class_dn: 0.367166 loss_bbox_dn: 0.128749 loss_giou_dn: 0.433974 loss_class_aux_dn: 0.825804 loss_bbox_aux_dn: 0.344076 loss_giou_aux_dn: 1.047436 loss: 9.217808 eta: 27 days, 5:33:15 batch_cost: 0.6458 data_cost: 0.0186 ips: 12.3885 images/s
[08/20 00:51:58] ppdet.engine INFO: Epoch: [9] [32000/54024] learning_rate: 0.000100 loss_class: 0.766217 loss_bbox: 0.130985 loss_giou: 0.561352 loss_class_aux: 2.388634 loss_bbox_aux: 0.447083 loss_giou_aux: 1.812558 loss_class_dn: 0.376110 loss_bbox_dn: 0.134965 loss_giou_dn: 0.446792 loss_class_aux_dn: 0.852462 loss_bbox_aux_dn: 0.355417 loss_giou_aux_dn: 1.077160 loss: 9.439077 eta: 27 days, 5:29:43 batch_cost: 0.6539 data_cost: 0.0080 ips: 12.2348 images/s
[08/20 00:54:32] ppdet.engine INFO: Epoch: [9] [32200/54024] learning_rate: 0.000100 loss_class: 0.742435 loss_bbox: 0.130592 loss_giou: 0.567419 loss_class_aux: 2.343696 loss_bbox_aux: 0.438796 loss_giou_aux: 1.818658 loss_class_dn: 0.369333 loss_bbox_dn: 0.127534 loss_giou_dn: 0.448260 loss_class_aux_dn: 0.820429 loss_bbox_aux_dn: 0.339080 loss_giou_aux_dn: 1.078174 loss: 9.363117 eta: 27 days, 5:28:13 batch_cost: 0.7276 data_cost: 0.0057 ips: 10.9949 images/s
[08/20 00:56:56] ppdet.engine INFO: Epoch: [9] [32400/54024] learning_rate: 0.000100 loss_class: 0.767708 loss_bbox: 0.135832 loss_giou: 0.557135 loss_class_aux: 2.388766 loss_bbox_aux: 0.457227 loss_giou_aux: 1.778053 loss_class_dn: 0.379066 loss_bbox_dn: 0.130012 loss_giou_dn: 0.443151 loss_class_aux_dn: 0.846124 loss_bbox_aux_dn: 0.338961 loss_giou_aux_dn: 1.063819 loss: 9.440216 eta: 27 days, 5:25:29 batch_cost: 0.6829 data_cost: 0.0357 ips: 11.7144 images/s
[08/20 00:59:06] ppdet.engine INFO: Epoch: [9] [32600/54024] learning_rate: 0.000100 loss_class: 0.776698 loss_bbox: 0.133962 loss_giou: 0.584947 loss_class_aux: 2.399863 loss_bbox_aux: 0.451621 loss_giou_aux: 1.904510 loss_class_dn: 0.376038 loss_bbox_dn: 0.137351 loss_giou_dn: 0.446205 loss_class_aux_dn: 0.844447 loss_bbox_aux_dn: 0.361215 loss_giou_aux_dn: 1.097948 loss: 9.661367 eta: 27 days, 5:20:46 batch_cost: 0.6107 data_cost: 0.0186 ips: 13.0992 images/s
[08/20 01:01:37] ppdet.engine INFO: Epoch: [9] [32800/54024] learning_rate: 0.000100 loss_class: 0.799834 loss_bbox: 0.132879 loss_giou: 0.609549 loss_class_aux: 2.432855 loss_bbox_aux: 0.460314 loss_giou_aux: 1.918788 loss_class_dn: 0.404035 loss_bbox_dn: 0.128234 loss_giou_dn: 0.473245 loss_class_aux_dn: 0.899045 loss_bbox_aux_dn: 0.343480 loss_giou_aux_dn: 1.130654 loss: 10.050644 eta: 27 days, 5:18:53 batch_cost: 0.7140 data_cost: 0.0009 ips: 11.2046 images/s
[08/20 01:04:22] ppdet.engine INFO: Epoch: [9] [33000/54024] learning_rate: 0.000100 loss_class: 0.773382 loss_bbox: 0.135597 loss_giou: 0.578537 loss_class_aux: 2.410279 loss_bbox_aux: 0.456125 loss_giou_aux: 1.845484 loss_class_dn: 0.382059 loss_bbox_dn: 0.134807 loss_giou_dn: 0.469600 loss_class_aux_dn: 0.845915 loss_bbox_aux_dn: 0.347492 loss_giou_aux_dn: 1.120837 loss: 9.566472 eta: 27 days, 5:19:00 batch_cost: 0.7873 data_cost: 0.0008 ips: 10.1619 images/s
[08/20 01:06:56] ppdet.engine INFO: Epoch: [9] [33200/54024] learning_rate: 0.000100 loss_class: 0.772328 loss_bbox: 0.130629 loss_giou: 0.527988 loss_class_aux: 2.421115 loss_bbox_aux: 0.441819 loss_giou_aux: 1.675014 loss_class_dn: 0.378083 loss_bbox_dn: 0.132630 loss_giou_dn: 0.442352 loss_class_aux_dn: 0.841491 loss_bbox_aux_dn: 0.346043 loss_giou_aux_dn: 1.072344 loss: 9.469338 eta: 27 days, 5:17:35 batch_cost: 0.7311 data_cost: 0.0527 ips: 10.9429 images/s
[08/20 01:09:31] ppdet.engine INFO: Epoch: [9] [33400/54024] learning_rate: 0.000100 loss_class: 0.783164 loss_bbox: 0.138205 loss_giou: 0.566477 loss_class_aux: 2.460908 loss_bbox_aux: 0.463931 loss_giou_aux: 1.813282 loss_class_dn: 0.375801 loss_bbox_dn: 0.134942 loss_giou_dn: 0.444124 loss_class_aux_dn: 0.854354 loss_bbox_aux_dn: 0.357173 loss_giou_aux_dn: 1.072538 loss: 9.415479 eta: 27 days, 5:16:25 batch_cost: 0.7402 data_cost: 0.0026 ips: 10.8076 images/s
[08/20 01:12:08] ppdet.engine INFO: Epoch: [9] [33600/54024] learning_rate: 0.000100 loss_class: 0.733321 loss_bbox: 0.132848 loss_giou: 0.513961 loss_class_aux: 2.333637 loss_bbox_aux: 0.448601 loss_giou_aux: 1.653369 loss_class_dn: 0.358515 loss_bbox_dn: 0.130436 loss_giou_dn: 0.423722 loss_class_aux_dn: 0.801554 loss_bbox_aux_dn: 0.347749 loss_giou_aux_dn: 1.008381 loss: 8.920175 eta: 27 days, 5:15:21 batch_cost: 0.7437 data_cost: 0.0364 ips: 10.7576 images/s
[08/20 01:14:47] ppdet.engine INFO: Epoch: [9] [33800/54024] learning_rate: 0.000100 loss_class: 0.753805 loss_bbox: 0.129476 loss_giou: 0.538949 loss_class_aux: 2.325324 loss_bbox_aux: 0.444394 loss_giou_aux: 1.725046 loss_class_dn: 0.373498 loss_bbox_dn: 0.123814 loss_giou_dn: 0.436073 loss_class_aux_dn: 0.838899 loss_bbox_aux_dn: 0.325116 loss_giou_aux_dn: 1.045213 loss: 9.227286 eta: 27 days, 5:14:38 batch_cost: 0.7570 data_cost: 0.0008 ips: 10.5679 images/s
[08/20 01:17:24] ppdet.engine INFO: Epoch: [9] [34000/54024] learning_rate: 0.000100 loss_class: 0.762075 loss_bbox: 0.137029 loss_giou: 0.580574 loss_class_aux: 2.383723 loss_bbox_aux: 0.449188 loss_giou_aux: 1.855111 loss_class_dn: 0.384017 loss_bbox_dn: 0.134286 loss_giou_dn: 0.446149 loss_class_aux_dn: 0.851291 loss_bbox_aux_dn: 0.349350 loss_giou_aux_dn: 1.069276 loss: 9.529115 eta: 27 days, 5:13:40 batch_cost: 0.7476 data_cost: 0.0124 ips: 10.7010 images/s
[08/20 01:20:02] ppdet.engine INFO: Epoch: [9] [34200/54024] learning_rate: 0.000100 loss_class: 0.748310 loss_bbox: 0.124700 loss_giou: 0.565472 loss_class_aux: 2.349529 loss_bbox_aux: 0.427281 loss_giou_aux: 1.792381 loss_class_dn: 0.380682 loss_bbox_dn: 0.127863 loss_giou_dn: 0.434498 loss_class_aux_dn: 0.847650 loss_bbox_aux_dn: 0.336397 loss_giou_aux_dn: 1.064754 loss: 9.442286 eta: 27 days, 5:12:50 batch_cost: 0.7532 data_cost: 0.1219 ips: 10.6207 images/s
[08/20 01:22:34] ppdet.engine INFO: Epoch: [9] [34400/54024] learning_rate: 0.000100 loss_class: 0.768156 loss_bbox: 0.138240 loss_giou: 0.551304 loss_class_aux: 2.399764 loss_bbox_aux: 0.465225 loss_giou_aux: 1.754640 loss_class_dn: 0.375081 loss_bbox_dn: 0.144227 loss_giou_dn: 0.437375 loss_class_aux_dn: 0.841556 loss_bbox_aux_dn: 0.381795 loss_giou_aux_dn: 1.059193 loss: 9.581811 eta: 27 days, 5:11:10 batch_cost: 0.7220 data_cost: 0.0349 ips: 11.0804 images/s
[08/20 01:25:12] ppdet.engine INFO: Epoch: [9] [34600/54024] learning_rate: 0.000100 loss_class: 0.787292 loss_bbox: 0.137007 loss_giou: 0.607261 loss_class_aux: 2.441893 loss_bbox_aux: 0.454749 loss_giou_aux: 1.901357 loss_class_dn: 0.395049 loss_bbox_dn: 0.128292 loss_giou_dn: 0.470331 loss_class_aux_dn: 0.872892 loss_bbox_aux_dn: 0.333335 loss_giou_aux_dn: 1.136433 loss: 9.765539 eta: 27 days, 5:10:14 batch_cost: 0.7489 data_cost: 0.0915 ips: 10.6823 images/s
[08/20 01:28:09] ppdet.engine INFO: Epoch: [9] [34800/54024] learning_rate: 0.000100 loss_class: 0.771020 loss_bbox: 0.140870 loss_giou: 0.572409 loss_class_aux: 2.391884 loss_bbox_aux: 0.472117 loss_giou_aux: 1.839143 loss_class_dn: 0.375875 loss_bbox_dn: 0.131140 loss_giou_dn: 0.452959 loss_class_aux_dn: 0.849472 loss_bbox_aux_dn: 0.344380 loss_giou_aux_dn: 1.097651 loss: 9.348053 eta: 27 days, 5:11:59 batch_cost: 0.8481 data_cost: 0.1012 ips: 9.4328 images/s
[08/20 01:30:46] ppdet.engine INFO: Epoch: [9] [35000/54024] learning_rate: 0.000100 loss_class: 0.818846 loss_bbox: 0.139004 loss_giou: 0.582677 loss_class_aux: 2.557838 loss_bbox_aux: 0.466296 loss_giou_aux: 1.885456 loss_class_dn: 0.393490 loss_bbox_dn: 0.131386 loss_giou_dn: 0.467761 loss_class_aux_dn: 0.884882 loss_bbox_aux_dn: 0.354008 loss_giou_aux_dn: 1.131406 loss: 9.847896 eta: 27 days, 5:10:52 batch_cost: 0.7427 data_cost: 0.0368 ips: 10.7709 images/s
[08/20 01:33:53] ppdet.engine INFO: Epoch: [9] [35200/54024] learning_rate: 0.000100 loss_class: 0.769725 loss_bbox: 0.134716 loss_giou: 0.534625 loss_class_aux: 2.385996 loss_bbox_aux: 0.453753 loss_giou_aux: 1.696474 loss_class_dn: 0.376432 loss_bbox_dn: 0.135547 loss_giou_dn: 0.424640 loss_class_aux_dn: 0.841419 loss_bbox_aux_dn: 0.348066 loss_giou_aux_dn: 1.043572 loss: 9.346859 eta: 27 days, 5:14:00 batch_cost: 0.8987 data_cost: 0.1318 ips: 8.9021 images/s
[08/20 01:36:38] ppdet.engine INFO: Epoch: [9] [35400/54024] learning_rate: 0.000100 loss_class: 0.768464 loss_bbox: 0.129243 loss_giou: 0.564825 loss_class_aux: 2.388578 loss_bbox_aux: 0.432545 loss_giou_aux: 1.804976 loss_class_dn: 0.380558 loss_bbox_dn: 0.127303 loss_giou_dn: 0.460351 loss_class_aux_dn: 0.850779 loss_bbox_aux_dn: 0.338488 loss_giou_aux_dn: 1.089313 loss: 9.512352 eta: 27 days, 5:14:05 batch_cost: 0.7870 data_cost: 0.0009 ips: 10.1647 images/s
[08/20 01:38:53] ppdet.engine INFO: Epoch: [9] [35600/54024] learning_rate: 0.000100 loss_class: 0.732668 loss_bbox: 0.128009 loss_giou: 0.539931 loss_class_aux: 2.327325 loss_bbox_aux: 0.438079 loss_giou_aux: 1.744473 loss_class_dn: 0.368789 loss_bbox_dn: 0.128786 loss_giou_dn: 0.443722 loss_class_aux_dn: 0.822343 loss_bbox_aux_dn: 0.345861 loss_giou_aux_dn: 1.061591 loss: 9.133827 eta: 27 days, 5:09:58 batch_cost: 0.6324 data_cost: 0.0082 ips: 12.6505 images/s
[08/20 01:41:13] ppdet.engine INFO: Epoch: [9] [35800/54024] learning_rate: 0.000100 loss_class: 0.767830 loss_bbox: 0.137637 loss_giou: 0.555708 loss_class_aux: 2.375220 loss_bbox_aux: 0.455503 loss_giou_aux: 1.745281 loss_class_dn: 0.371642 loss_bbox_dn: 0.131640 loss_giou_dn: 0.440595 loss_class_aux_dn: 0.830756 loss_bbox_aux_dn: 0.358067 loss_giou_aux_dn: 1.066764 loss: 9.463976 eta: 27 days, 5:06:42 batch_cost: 0.6635 data_cost: 0.0161 ips: 12.0570 images/s
[08/20 01:43:25] ppdet.engine INFO: Epoch: [9] [36000/54024] learning_rate: 0.000100 loss_class: 0.729929 loss_bbox: 0.127535 loss_giou: 0.566210 loss_class_aux: 2.309028 loss_bbox_aux: 0.430512 loss_giou_aux: 1.806644 loss_class_dn: 0.371956 loss_bbox_dn: 0.116038 loss_giou_dn: 0.442610 loss_class_aux_dn: 0.825953 loss_bbox_aux_dn: 0.322318 loss_giou_aux_dn: 1.066036 loss: 9.240043 eta: 27 days, 5:02:21 batch_cost: 0.6235 data_cost: 0.0164 ips: 12.8315 images/s
[08/20 01:45:55] ppdet.engine INFO: Epoch: [9] [36200/54024] learning_rate: 0.000100 loss_class: 0.749945 loss_bbox: 0.128932 loss_giou: 0.537853 loss_class_aux: 2.376811 loss_bbox_aux: 0.428130 loss_giou_aux: 1.734634 loss_class_dn: 0.359916 loss_bbox_dn: 0.129747 loss_giou_dn: 0.423088 loss_class_aux_dn: 0.815874 loss_bbox_aux_dn: 0.345786 loss_giou_aux_dn: 1.034619 loss: 9.214631 eta: 27 days, 5:00:25 batch_cost: 0.7125 data_cost: 0.0143 ips: 11.2274 images/s
[08/20 01:48:32] ppdet.engine INFO: Epoch: [9] [36400/54024] learning_rate: 0.000100 loss_class: 0.784237 loss_bbox: 0.134869 loss_giou: 0.526259 loss_class_aux: 2.434382 loss_bbox_aux: 0.443264 loss_giou_aux: 1.666778 loss_class_dn: 0.366910 loss_bbox_dn: 0.139111 loss_giou_dn: 0.433787 loss_class_aux_dn: 0.825105 loss_bbox_aux_dn: 0.371099 loss_giou_aux_dn: 1.041689 loss: 9.176942 eta: 27 days, 4:59:25 batch_cost: 0.7475 data_cost: 0.0119 ips: 10.7026 images/s
[08/20 01:51:07] ppdet.engine INFO: Epoch: [9] [36600/54024] learning_rate: 0.000100 loss_class: 0.765014 loss_bbox: 0.135076 loss_giou: 0.538453 loss_class_aux: 2.365322 loss_bbox_aux: 0.438138 loss_giou_aux: 1.713510 loss_class_dn: 0.365183 loss_bbox_dn: 0.127293 loss_giou_dn: 0.442125 loss_class_aux_dn: 0.823458 loss_bbox_aux_dn: 0.334060 loss_giou_aux_dn: 1.047447 loss: 9.455091 eta: 27 days, 4:58:09 batch_cost: 0.7372 data_cost: 0.0505 ips: 10.8524 images/s
[08/20 01:53:48] ppdet.engine INFO: Epoch: [9] [36800/54024] learning_rate: 0.000100 loss_class: 0.752817 loss_bbox: 0.133720 loss_giou: 0.544668 loss_class_aux: 2.384600 loss_bbox_aux: 0.442100 loss_giou_aux: 1.762116 loss_class_dn: 0.365096 loss_bbox_dn: 0.133193 loss_giou_dn: 0.435484 loss_class_aux_dn: 0.831926 loss_bbox_aux_dn: 0.354337 loss_giou_aux_dn: 1.043005 loss: 9.143992 eta: 27 days, 4:57:40 batch_cost: 0.7666 data_cost: 0.0763 ips: 10.4353 images/s
[08/20 01:56:25] ppdet.engine INFO: Epoch: [9] [37000/54024] learning_rate: 0.000100 loss_class: 0.790003 loss_bbox: 0.132742 loss_giou: 0.576356 loss_class_aux: 2.415777 loss_bbox_aux: 0.450714 loss_giou_aux: 1.842667 loss_class_dn: 0.386414 loss_bbox_dn: 0.134846 loss_giou_dn: 0.454554 loss_class_aux_dn: 0.865902 loss_bbox_aux_dn: 0.353075 loss_giou_aux_dn: 1.101315 loss: 9.597113 eta: 27 days, 4:56:38 batch_cost: 0.7462 data_cost: 0.0120 ips: 10.7205 images/s
[08/20 01:58:49] ppdet.engine INFO: Epoch: [9] [37200/54024] learning_rate: 0.000100 loss_class: 0.770844 loss_bbox: 0.132339 loss_giou: 0.585834 loss_class_aux: 2.408223 loss_bbox_aux: 0.449417 loss_giou_aux: 1.856191 loss_class_dn: 0.378078 loss_bbox_dn: 0.128857 loss_giou_dn: 0.453559 loss_class_aux_dn: 0.836914 loss_bbox_aux_dn: 0.342207 loss_giou_aux_dn: 1.097683 loss: 9.339127 eta: 27 days, 4:53:43 batch_cost: 0.6761 data_cost: 0.0009 ips: 11.8334 images/s
[08/20 02:01:21] ppdet.engine INFO: Epoch: [9] [37400/54024] learning_rate: 0.000100 loss_class: 0.729235 loss_bbox: 0.126496 loss_giou: 0.557313 loss_class_aux: 2.324234 loss_bbox_aux: 0.418629 loss_giou_aux: 1.752086 loss_class_dn: 0.364495 loss_bbox_dn: 0.126185 loss_giou_dn: 0.424350 loss_class_aux_dn: 0.816793 loss_bbox_aux_dn: 0.330238 loss_giou_aux_dn: 1.033698 loss: 9.008661 eta: 27 days, 4:52:00 batch_cost: 0.7207 data_cost: 0.0509 ips: 11.1000 images/s
[08/20 02:04:06] ppdet.engine INFO: Epoch: [9] [37600/54024] learning_rate: 0.000100 loss_class: 0.742770 loss_bbox: 0.139118 loss_giou: 0.584309 loss_class_aux: 2.316851 loss_bbox_aux: 0.462789 loss_giou_aux: 1.857184 loss_class_dn: 0.370663 loss_bbox_dn: 0.136516 loss_giou_dn: 0.452323 loss_class_aux_dn: 0.822067 loss_bbox_aux_dn: 0.356661 loss_giou_aux_dn: 1.097808 loss: 9.400408 eta: 27 days, 4:52:03 batch_cost: 0.7868 data_cost: 0.0992 ips: 10.1682 images/s
[08/20 02:06:33] ppdet.engine INFO: Epoch: [9] [37800/54024] learning_rate: 0.000100 loss_class: 0.779756 loss_bbox: 0.136266 loss_giou: 0.586544 loss_class_aux: 2.450265 loss_bbox_aux: 0.448565 loss_giou_aux: 1.847678 loss_class_dn: 0.375634 loss_bbox_dn: 0.130170 loss_giou_dn: 0.437747 loss_class_aux_dn: 0.857491 loss_bbox_aux_dn: 0.353181 loss_giou_aux_dn: 1.071462 loss: 9.512435 eta: 27 days, 4:49:42 batch_cost: 0.6973 data_cost: 0.0365 ips: 11.4735 images/s
[08/20 02:08:54] ppdet.engine INFO: Epoch: [9] [38000/54024] learning_rate: 0.000100 loss_class: 0.761709 loss_bbox: 0.128943 loss_giou: 0.562953 loss_class_aux: 2.385707 loss_bbox_aux: 0.433397 loss_giou_aux: 1.766934 loss_class_dn: 0.372713 loss_bbox_dn: 0.127450 loss_giou_dn: 0.445126 loss_class_aux_dn: 0.842602 loss_bbox_aux_dn: 0.331055 loss_giou_aux_dn: 1.065306 loss: 9.391345 eta: 27 days, 4:46:26 batch_cost: 0.6632 data_cost: 0.0012 ips: 12.0628 images/s
[08/20 02:11:15] ppdet.engine INFO: Epoch: [9] [38200/54024] learning_rate: 0.000100 loss_class: 0.803191 loss_bbox: 0.136942 loss_giou: 0.564602 loss_class_aux: 2.509649 loss_bbox_aux: 0.471835 loss_giou_aux: 1.801573 loss_class_dn: 0.389055 loss_bbox_dn: 0.137364 loss_giou_dn: 0.451031 loss_class_aux_dn: 0.880562 loss_bbox_aux_dn: 0.368959 loss_giou_aux_dn: 1.089619 loss: 9.799147 eta: 27 days, 4:43:13 batch_cost: 0.6655 data_cost: 0.0369 ips: 12.0202 images/s
[08/20 02:13:35] ppdet.engine INFO: Epoch: [9] [38400/54024] learning_rate: 0.000100 loss_class: 0.759200 loss_bbox: 0.130080 loss_giou: 0.562880 loss_class_aux: 2.368235 loss_bbox_aux: 0.441468 loss_giou_aux: 1.808829 loss_class_dn: 0.372759 loss_bbox_dn: 0.130420 loss_giou_dn: 0.450197 loss_class_aux_dn: 0.838232 loss_bbox_aux_dn: 0.344853 loss_giou_aux_dn: 1.080073 loss: 9.241167 eta: 27 days, 4:39:58 batch_cost: 0.6639 data_cost: 0.0008 ips: 12.0499 images/s
[08/20 02:16:04] ppdet.engine INFO: Epoch: [9] [38600/54024] learning_rate: 0.000100 loss_class: 0.733005 loss_bbox: 0.126240 loss_giou: 0.521310 loss_class_aux: 2.363379 loss_bbox_aux: 0.437159 loss_giou_aux: 1.675903 loss_class_dn: 0.366041 loss_bbox_dn: 0.131799 loss_giou_dn: 0.443391 loss_class_aux_dn: 0.822700 loss_bbox_aux_dn: 0.349611 loss_giou_aux_dn: 1.058242 loss: 9.117169 eta: 27 days, 4:37:45 batch_cost: 0.7023 data_cost: 0.0343 ips: 11.3907 images/s
[08/20 02:18:26] ppdet.engine INFO: Epoch: [9] [38800/54024] learning_rate: 0.000100 loss_class: 0.768858 loss_bbox: 0.134787 loss_giou: 0.558420 loss_class_aux: 2.410934 loss_bbox_aux: 0.451177 loss_giou_aux: 1.771932 loss_class_dn: 0.377146 loss_bbox_dn: 0.133075 loss_giou_dn: 0.443102 loss_class_aux_dn: 0.849226 loss_bbox_aux_dn: 0.349729 loss_giou_aux_dn: 1.080031 loss: 9.623821 eta: 27 days, 4:34:43 batch_cost: 0.6716 data_cost: 0.0055 ips: 11.9115 images/s
[08/20 02:20:48] ppdet.engine INFO: Epoch: [9] [39000/54024] learning_rate: 0.000100 loss_class: 0.772026 loss_bbox: 0.137832 loss_giou: 0.582439 loss_class_aux: 2.452513 loss_bbox_aux: 0.469382 loss_giou_aux: 1.865572 loss_class_dn: 0.380080 loss_bbox_dn: 0.130900 loss_giou_dn: 0.454654 loss_class_aux_dn: 0.846476 loss_bbox_aux_dn: 0.337606 loss_giou_aux_dn: 1.102897 loss: 9.505702 eta: 27 days, 4:31:47 batch_cost: 0.6760 data_cost: 0.0058 ips: 11.8349 images/s
[08/20 02:23:14] ppdet.engine INFO: Epoch: [9] [39200/54024] learning_rate: 0.000100 loss_class: 0.770352 loss_bbox: 0.135470 loss_giou: 0.536921 loss_class_aux: 2.398091 loss_bbox_aux: 0.450280 loss_giou_aux: 1.716136 loss_class_dn: 0.366214 loss_bbox_dn: 0.139285 loss_giou_dn: 0.441936 loss_class_aux_dn: 0.833232 loss_bbox_aux_dn: 0.362014 loss_giou_aux_dn: 1.067538 loss: 9.310433 eta: 27 days, 4:29:10 batch_cost: 0.6873 data_cost: 0.0289 ips: 11.6395 images/s
[08/20 02:25:46] ppdet.engine INFO: Epoch: [9] [39400/54024] learning_rate: 0.000100 loss_class: 0.777147 loss_bbox: 0.137809 loss_giou: 0.561034 loss_class_aux: 2.414442 loss_bbox_aux: 0.468812 loss_giou_aux: 1.787092 loss_class_dn: 0.388013 loss_bbox_dn: 0.133362 loss_giou_dn: 0.438698 loss_class_aux_dn: 0.858430 loss_bbox_aux_dn: 0.355271 loss_giou_aux_dn: 1.066846 loss: 9.470551 eta: 27 days, 4:27:36 batch_cost: 0.7268 data_cost: 0.0784 ips: 11.0065 images/s
[08/20 02:27:53] ppdet.engine INFO: Epoch: [9] [39600/54024] learning_rate: 0.000100 loss_class: 0.797169 loss_bbox: 0.134679 loss_giou: 0.547549 loss_class_aux: 2.492649 loss_bbox_aux: 0.465396 loss_giou_aux: 1.766408 loss_class_dn: 0.383792 loss_bbox_dn: 0.141071 loss_giou_dn: 0.438708 loss_class_aux_dn: 0.861201 loss_bbox_aux_dn: 0.369071 loss_giou_aux_dn: 1.069864 loss: 9.565695 eta: 27 days, 4:22:30 batch_cost: 0.5948 data_cost: 0.0026 ips: 13.4494 images/s
[08/20 02:30:17] ppdet.engine INFO: Epoch: [9] [39800/54024] learning_rate: 0.000100 loss_class: 0.734791 loss_bbox: 0.130110 loss_giou: 0.542501 loss_class_aux: 2.343939 loss_bbox_aux: 0.431631 loss_giou_aux: 1.732288 loss_class_dn: 0.369772 loss_bbox_dn: 0.129342 loss_giou_dn: 0.432519 loss_class_aux_dn: 0.818756 loss_bbox_aux_dn: 0.342466 loss_giou_aux_dn: 1.060496 loss: 9.136436 eta: 27 days, 4:19:39 batch_cost: 0.6784 data_cost: 0.0256 ips: 11.7932 images/s
[08/20 02:32:58] ppdet.engine INFO: Epoch: [9] [40000/54024] learning_rate: 0.000100 loss_class: 0.762947 loss_bbox: 0.132078 loss_giou: 0.533114 loss_class_aux: 2.396237 loss_bbox_aux: 0.441948 loss_giou_aux: 1.694675 loss_class_dn: 0.361957 loss_bbox_dn: 0.127157 loss_giou_dn: 0.434014 loss_class_aux_dn: 0.808252 loss_bbox_aux_dn: 0.338000 loss_giou_aux_dn: 1.056256 loss: 9.271879 eta: 27 days, 4:19:12 batch_cost: 0.7684 data_cost: 0.0551 ips: 10.4107 images/s
[08/20 02:35:47] ppdet.engine INFO: Epoch: [9] [40200/54024] learning_rate: 0.000100 loss_class: 0.754215 loss_bbox: 0.137417 loss_giou: 0.593033 loss_class_aux: 2.390422 loss_bbox_aux: 0.459385 loss_giou_aux: 1.896529 loss_class_dn: 0.370792 loss_bbox_dn: 0.131919 loss_giou_dn: 0.462955 loss_class_aux_dn: 0.825041 loss_bbox_aux_dn: 0.347399 loss_giou_aux_dn: 1.100863 loss: 9.459868 eta: 27 days, 4:19:43 batch_cost: 0.8043 data_cost: 0.0290 ips: 9.9460 images/s
[08/20 02:38:27] ppdet.engine INFO: Epoch: [9] [40400/54024] learning_rate: 0.000100 loss_class: 0.759845 loss_bbox: 0.136696 loss_giou: 0.551680 loss_class_aux: 2.381245 loss_bbox_aux: 0.457593 loss_giou_aux: 1.781965 loss_class_dn: 0.370383 loss_bbox_dn: 0.132857 loss_giou_dn: 0.439936 loss_class_aux_dn: 0.830977 loss_bbox_aux_dn: 0.359011 loss_giou_aux_dn: 1.062568 loss: 9.142495 eta: 27 days, 4:19:09 batch_cost: 0.7637 data_cost: 0.0400 ips: 10.4750 images/s
[08/20 02:41:09] ppdet.engine INFO: Epoch: [9] [40600/54024] learning_rate: 0.000100 loss_class: 0.745014 loss_bbox: 0.125433 loss_giou: 0.575445 loss_class_aux: 2.311078 loss_bbox_aux: 0.434423 loss_giou_aux: 1.810514 loss_class_dn: 0.366903 loss_bbox_dn: 0.122119 loss_giou_dn: 0.445956 loss_class_aux_dn: 0.813701 loss_bbox_aux_dn: 0.338028 loss_giou_aux_dn: 1.074312 loss: 9.173775 eta: 27 days, 4:18:46 batch_cost: 0.7709 data_cost: 0.0203 ips: 10.3770 images/s
[08/20 02:43:54] ppdet.engine INFO: Epoch: [9] [40800/54024] learning_rate: 0.000100 loss_class: 0.787352 loss_bbox: 0.139374 loss_giou: 0.587127 loss_class_aux: 2.416706 loss_bbox_aux: 0.478886 loss_giou_aux: 1.872693 loss_class_dn: 0.386127 loss_bbox_dn: 0.136170 loss_giou_dn: 0.454779 loss_class_aux_dn: 0.868488 loss_bbox_aux_dn: 0.357273 loss_giou_aux_dn: 1.094630 loss: 9.555523 eta: 27 days, 4:18:43 batch_cost: 0.7834 data_cost: 0.0168 ips: 10.2120 images/s
[08/20 02:46:23] ppdet.engine INFO: Epoch: [9] [41000/54024] learning_rate: 0.000100 loss_class: 0.758921 loss_bbox: 0.131537 loss_giou: 0.539398 loss_class_aux: 2.373898 loss_bbox_aux: 0.448697 loss_giou_aux: 1.716109 loss_class_dn: 0.372821 loss_bbox_dn: 0.136620 loss_giou_dn: 0.422002 loss_class_aux_dn: 0.832547 loss_bbox_aux_dn: 0.360414 loss_giou_aux_dn: 1.035121 loss: 9.389972 eta: 27 days, 4:16:32 batch_cost: 0.7041 data_cost: 0.0725 ips: 11.3613 images/s
[08/20 02:48:51] ppdet.engine INFO: Epoch: [9] [41200/54024] learning_rate: 0.000100 loss_class: 0.742887 loss_bbox: 0.131587 loss_giou: 0.517663 loss_class_aux: 2.339430 loss_bbox_aux: 0.451011 loss_giou_aux: 1.650439 loss_class_dn: 0.368389 loss_bbox_dn: 0.133625 loss_giou_dn: 0.424174 loss_class_aux_dn: 0.824472 loss_bbox_aux_dn: 0.350591 loss_giou_aux_dn: 1.020610 loss: 9.254925 eta: 27 days, 4:14:18 batch_cost: 0.7018 data_cost: 0.0106 ips: 11.3996 images/s
[08/20 02:51:23] ppdet.engine INFO: Epoch: [9] [41400/54024] learning_rate: 0.000100 loss_class: 0.749264 loss_bbox: 0.130078 loss_giou: 0.568413 loss_class_aux: 2.342347 loss_bbox_aux: 0.446041 loss_giou_aux: 1.785879 loss_class_dn: 0.368523 loss_bbox_dn: 0.132187 loss_giou_dn: 0.451516 loss_class_aux_dn: 0.820625 loss_bbox_aux_dn: 0.351771 loss_giou_aux_dn: 1.071953 loss: 9.281109 eta: 27 days, 4:12:33 batch_cost: 0.7200 data_cost: 0.0158 ips: 11.1114 images/s
[08/20 02:54:09] ppdet.engine INFO: Epoch: [9] [41600/54024] learning_rate: 0.000100 loss_class: 0.792331 loss_bbox: 0.138453 loss_giou: 0.550243 loss_class_aux: 2.464152 loss_bbox_aux: 0.451253 loss_giou_aux: 1.779714 loss_class_dn: 0.386633 loss_bbox_dn: 0.129309 loss_giou_dn: 0.452956 loss_class_aux_dn: 0.861541 loss_bbox_aux_dn: 0.343830 loss_giou_aux_dn: 1.090770 loss: 9.730517 eta: 27 days, 4:12:43 batch_cost: 0.7915 data_cost: 0.0052 ips: 10.1068 images/s
[08/20 02:56:48] ppdet.engine INFO: Epoch: [9] [41800/54024] learning_rate: 0.000100 loss_class: 0.760445 loss_bbox: 0.138669 loss_giou: 0.575940 loss_class_aux: 2.395567 loss_bbox_aux: 0.456503 loss_giou_aux: 1.848773 loss_class_dn: 0.384981 loss_bbox_dn: 0.129775 loss_giou_dn: 0.448280 loss_class_aux_dn: 0.863840 loss_bbox_aux_dn: 0.348419 loss_giou_aux_dn: 1.083584 loss: 9.583544 eta: 27 days, 4:11:54 batch_cost: 0.7553 data_cost: 0.0142 ips: 10.5919 images/s
[08/20 02:59:19] ppdet.engine INFO: Epoch: [9] [42000/54024] learning_rate: 0.000100 loss_class: 0.777724 loss_bbox: 0.132201 loss_giou: 0.558114 loss_class_aux: 2.392840 loss_bbox_aux: 0.442010 loss_giou_aux: 1.794761 loss_class_dn: 0.381847 loss_bbox_dn: 0.129802 loss_giou_dn: 0.459445 loss_class_aux_dn: 0.853113 loss_bbox_aux_dn: 0.345697 loss_giou_aux_dn: 1.107454 loss: 9.606254 eta: 27 days, 4:10:06 batch_cost: 0.7180 data_cost: 0.0226 ips: 11.1416 images/s
[08/20 03:02:07] ppdet.engine INFO: Epoch: [9] [42200/54024] learning_rate: 0.000100 loss_class: 0.785393 loss_bbox: 0.132343 loss_giou: 0.590606 loss_class_aux: 2.472771 loss_bbox_aux: 0.442435 loss_giou_aux: 1.882096 loss_class_dn: 0.392816 loss_bbox_dn: 0.129566 loss_giou_dn: 0.469544 loss_class_aux_dn: 0.871964 loss_bbox_aux_dn: 0.340677 loss_giou_aux_dn: 1.118273 loss: 9.859236 eta: 27 days, 4:10:27 batch_cost: 0.7990 data_cost: 0.0889 ips: 10.0126 images/s
[08/20 03:05:08] ppdet.engine INFO: Epoch: [9] [42400/54024] learning_rate: 0.000100 loss_class: 0.742521 loss_bbox: 0.129490 loss_giou: 0.533142 loss_class_aux: 2.320685 loss_bbox_aux: 0.431310 loss_giou_aux: 1.695817 loss_class_dn: 0.370938 loss_bbox_dn: 0.126843 loss_giou_dn: 0.431875 loss_class_aux_dn: 0.824022 loss_bbox_aux_dn: 0.333678 loss_giou_aux_dn: 1.034791 loss: 9.154190 eta: 27 days, 4:12:30 batch_cost: 0.8626 data_cost: 0.0620 ips: 9.2744 images/s
[08/20 03:08:08] ppdet.engine INFO: Epoch: [9] [42600/54024] learning_rate: 0.000100 loss_class: 0.758885 loss_bbox: 0.126681 loss_giou: 0.554267 loss_class_aux: 2.340466 loss_bbox_aux: 0.434670 loss_giou_aux: 1.768374 loss_class_dn: 0.369303 loss_bbox_dn: 0.131124 loss_giou_dn: 0.443204 loss_class_aux_dn: 0.823537 loss_bbox_aux_dn: 0.340318 loss_giou_aux_dn: 1.051114 loss: 9.320328 eta: 27 days, 4:14:29 batch_cost: 0.8605 data_cost: 0.0008 ips: 9.2968 images/s
[08/20 03:10:35] ppdet.engine INFO: Epoch: [9] [42800/54024] learning_rate: 0.000100 loss_class: 0.749660 loss_bbox: 0.129565 loss_giou: 0.514888 loss_class_aux: 2.370010 loss_bbox_aux: 0.428703 loss_giou_aux: 1.640324 loss_class_dn: 0.382629 loss_bbox_dn: 0.135753 loss_giou_dn: 0.426743 loss_class_aux_dn: 0.857153 loss_bbox_aux_dn: 0.351864 loss_giou_aux_dn: 1.053980 loss: 9.420193 eta: 27 days, 4:12:02 batch_cost: 0.6943 data_cost: 0.0703 ips: 11.5229 images/s
[08/20 03:13:06] ppdet.engine INFO: Epoch: [9] [43000/54024] learning_rate: 0.000100 loss_class: 0.766378 loss_bbox: 0.134900 loss_giou: 0.532206 loss_class_aux: 2.409094 loss_bbox_aux: 0.450969 loss_giou_aux: 1.715312 loss_class_dn: 0.374280 loss_bbox_dn: 0.128261 loss_giou_dn: 0.443203 loss_class_aux_dn: 0.837571 loss_bbox_aux_dn: 0.340270 loss_giou_aux_dn: 1.069972 loss: 9.289082 eta: 27 days, 4:10:12 batch_cost: 0.7176 data_cost: 0.0353 ips: 11.1486 images/s
[08/20 03:15:32] ppdet.engine INFO: Epoch: [9] [43200/54024] learning_rate: 0.000100 loss_class: 0.752495 loss_bbox: 0.131951 loss_giou: 0.565000 loss_class_aux: 2.362885 loss_bbox_aux: 0.451552 loss_giou_aux: 1.780576 loss_class_dn: 0.381106 loss_bbox_dn: 0.135040 loss_giou_dn: 0.452368 loss_class_aux_dn: 0.845077 loss_bbox_aux_dn: 0.347598 loss_giou_aux_dn: 1.077870 loss: 9.462254 eta: 27 days, 4:07:41 batch_cost: 0.6915 data_cost: 0.0008 ips: 11.5698 images/s
[08/20 03:17:57] ppdet.engine INFO: Epoch: [9] [43400/54024] learning_rate: 0.000100 loss_class: 0.733098 loss_bbox: 0.131399 loss_giou: 0.526440 loss_class_aux: 2.306921 loss_bbox_aux: 0.446912 loss_giou_aux: 1.670187 loss_class_dn: 0.358385 loss_bbox_dn: 0.129706 loss_giou_dn: 0.419489 loss_class_aux_dn: 0.804071 loss_bbox_aux_dn: 0.343026 loss_giou_aux_dn: 1.003085 loss: 9.066578 eta: 27 days, 4:05:02 batch_cost: 0.6863 data_cost: 0.0148 ips: 11.6559 images/s
[08/20 03:20:36] ppdet.engine INFO: Epoch: [9] [43600/54024] learning_rate: 0.000100 loss_class: 0.759970 loss_bbox: 0.130916 loss_giou: 0.536828 loss_class_aux: 2.424535 loss_bbox_aux: 0.432941 loss_giou_aux: 1.707476 loss_class_dn: 0.372611 loss_bbox_dn: 0.129498 loss_giou_dn: 0.436697 loss_class_aux_dn: 0.832801 loss_bbox_aux_dn: 0.348009 loss_giou_aux_dn: 1.056767 loss: 9.284834 eta: 27 days, 4:04:15 batch_cost: 0.7568 data_cost: 0.0175 ips: 10.5706 images/s
[08/20 03:23:02] ppdet.engine INFO: Epoch: [9] [43800/54024] learning_rate: 0.000100 loss_class: 0.751511 loss_bbox: 0.134586 loss_giou: 0.554974 loss_class_aux: 2.368282 loss_bbox_aux: 0.450212 loss_giou_aux: 1.789047 loss_class_dn: 0.370487 loss_bbox_dn: 0.133866 loss_giou_dn: 0.447616 loss_class_aux_dn: 0.835862 loss_bbox_aux_dn: 0.354704 loss_giou_aux_dn: 1.094933 loss: 9.270327 eta: 27 days, 4:01:41 batch_cost: 0.6897 data_cost: 0.0470 ips: 11.5989 images/s
[08/20 03:26:50] ppdet.engine INFO: Epoch: [9] [44000/54024] learning_rate: 0.000100 loss_class: 0.767104 loss_bbox: 0.131285 loss_giou: 0.579646 loss_class_aux: 2.370829 loss_bbox_aux: 0.447823 loss_giou_aux: 1.838596 loss_class_dn: 0.386561 loss_bbox_dn: 0.131928 loss_giou_dn: 0.453281 loss_class_aux_dn: 0.864783 loss_bbox_aux_dn: 0.339938 loss_giou_aux_dn: 1.108408 loss: 9.593204 eta: 27 days, 4:09:57 batch_cost: 1.0984 data_cost: 0.0667 ips: 7.2830 images/s
[08/20 03:29:43] ppdet.engine INFO: Epoch: [9] [44200/54024] learning_rate: 0.000100 loss_class: 0.770086 loss_bbox: 0.134492 loss_giou: 0.560276 loss_class_aux: 2.423699 loss_bbox_aux: 0.451054 loss_giou_aux: 1.785780 loss_class_dn: 0.376391 loss_bbox_dn: 0.133171 loss_giou_dn: 0.445515 loss_class_aux_dn: 0.846463 loss_bbox_aux_dn: 0.352881 loss_giou_aux_dn: 1.082500 loss: 9.509649 eta: 27 days, 4:10:54 batch_cost: 0.8220 data_cost: 0.0483 ips: 9.7322 images/s
[08/20 03:32:24] ppdet.engine INFO: Epoch: [9] [44400/54024] learning_rate: 0.000100 loss_class: 0.745221 loss_bbox: 0.132898 loss_giou: 0.555778 loss_class_aux: 2.324352 loss_bbox_aux: 0.448739 loss_giou_aux: 1.775667 loss_class_dn: 0.372898 loss_bbox_dn: 0.130199 loss_giou_dn: 0.433354 loss_class_aux_dn: 0.820711 loss_bbox_aux_dn: 0.346980 loss_giou_aux_dn: 1.054494 loss: 9.030898 eta: 27 days, 4:10:22 batch_cost: 0.7669 data_cost: 0.0657 ips: 10.4313 images/s
[08/20 03:34:59] ppdet.engine INFO: Epoch: [9] [44600/54024] learning_rate: 0.000100 loss_class: 0.734314 loss_bbox: 0.132113 loss_giou: 0.516755 loss_class_aux: 2.336864 loss_bbox_aux: 0.434522 loss_giou_aux: 1.649182 loss_class_dn: 0.352874 loss_bbox_dn: 0.132504 loss_giou_dn: 0.418394 loss_class_aux_dn: 0.783324 loss_bbox_aux_dn: 0.343455 loss_giou_aux_dn: 1.026308 loss: 8.945046 eta: 27 days, 4:08:56 batch_cost: 0.7328 data_cost: 0.0036 ips: 10.9169 images/s
[08/20 03:37:51] ppdet.engine INFO: Epoch: [9] [44800/54024] learning_rate: 0.000100 loss_class: 0.752415 loss_bbox: 0.131327 loss_giou: 0.510697 loss_class_aux: 2.353678 loss_bbox_aux: 0.440184 loss_giou_aux: 1.644213 loss_class_dn: 0.363863 loss_bbox_dn: 0.132449 loss_giou_dn: 0.413747 loss_class_aux_dn: 0.815202 loss_bbox_aux_dn: 0.350621 loss_giou_aux_dn: 1.010291 loss: 9.037168 eta: 27 days, 4:09:48 batch_cost: 0.8196 data_cost: 0.0149 ips: 9.7610 images/s
[08/20 03:40:25] ppdet.engine INFO: Epoch: [9] [45000/54024] learning_rate: 0.000100 loss_class: 0.748295 loss_bbox: 0.129001 loss_giou: 0.515856 loss_class_aux: 2.339359 loss_bbox_aux: 0.437304 loss_giou_aux: 1.688559 loss_class_dn: 0.358729 loss_bbox_dn: 0.131071 loss_giou_dn: 0.411260 loss_class_aux_dn: 0.806966 loss_bbox_aux_dn: 0.346455 loss_giou_aux_dn: 0.995125 loss: 8.969771 eta: 27 days, 4:08:22 batch_cost: 0.7332 data_cost: 0.0292 ips: 10.9113 images/s
[08/20 03:42:43] ppdet.engine INFO: Epoch: [9] [45200/54024] learning_rate: 0.000100 loss_class: 0.758970 loss_bbox: 0.137257 loss_giou: 0.547038 loss_class_aux: 2.411316 loss_bbox_aux: 0.462045 loss_giou_aux: 1.767740 loss_class_dn: 0.372174 loss_bbox_dn: 0.132105 loss_giou_dn: 0.435684 loss_class_aux_dn: 0.831532 loss_bbox_aux_dn: 0.358632 loss_giou_aux_dn: 1.060223 loss: 9.398973 eta: 27 days, 4:04:38 batch_cost: 0.6456 data_cost: 0.0146 ips: 12.3919 images/s
[08/20 03:45:10] ppdet.engine INFO: Epoch: [9] [45400/54024] learning_rate: 0.000100 loss_class: 0.763159 loss_bbox: 0.135555 loss_giou: 0.587404 loss_class_aux: 2.386976 loss_bbox_aux: 0.460453 loss_giou_aux: 1.871646 loss_class_dn: 0.375470 loss_bbox_dn: 0.133622 loss_giou_dn: 0.456968 loss_class_aux_dn: 0.828355 loss_bbox_aux_dn: 0.353688 loss_giou_aux_dn: 1.086960 loss: 9.541545 eta: 27 days, 4:02:17 batch_cost: 0.6983 data_cost: 0.0008 ips: 11.4560 images/s
[08/20 03:47:41] ppdet.engine INFO: Epoch: [9] [45600/54024] learning_rate: 0.000100 loss_class: 0.725208 loss_bbox: 0.129695 loss_giou: 0.518137 loss_class_aux: 2.262883 loss_bbox_aux: 0.438147 loss_giou_aux: 1.666555 loss_class_dn: 0.358342 loss_bbox_dn: 0.131434 loss_giou_dn: 0.418763 loss_class_aux_dn: 0.804228 loss_bbox_aux_dn: 0.345934 loss_giou_aux_dn: 1.020606 loss: 8.980858 eta: 27 days, 4:00:21 batch_cost: 0.7145 data_cost: 0.0057 ips: 11.1973 images/s
[08/20 03:50:04] ppdet.engine INFO: Epoch: [9] [45800/54024] learning_rate: 0.000100 loss_class: 0.773939 loss_bbox: 0.135829 loss_giou: 0.555830 loss_class_aux: 2.378945 loss_bbox_aux: 0.455698 loss_giou_aux: 1.765941 loss_class_dn: 0.384508 loss_bbox_dn: 0.134695 loss_giou_dn: 0.457776 loss_class_aux_dn: 0.856300 loss_bbox_aux_dn: 0.361373 loss_giou_aux_dn: 1.085511 loss: 9.590879 eta: 27 days, 3:57:27 batch_cost: 0.6774 data_cost: 0.0725 ips: 11.8096 images/s
[08/20 03:52:27] ppdet.engine INFO: Epoch: [9] [46000/54024] learning_rate: 0.000100 loss_class: 0.779285 loss_bbox: 0.136654 loss_giou: 0.605729 loss_class_aux: 2.439909 loss_bbox_aux: 0.457576 loss_giou_aux: 1.938584 loss_class_dn: 0.399070 loss_bbox_dn: 0.138350 loss_giou_dn: 0.476870 loss_class_aux_dn: 0.889402 loss_bbox_aux_dn: 0.365960 loss_giou_aux_dn: 1.152736 loss: 10.084076 eta: 27 days, 3:54:18 batch_cost: 0.6678 data_cost: 0.0204 ips: 11.9804 images/s
[08/20 03:54:49] ppdet.engine INFO: Epoch: [9] [46200/54024] learning_rate: 0.000100 loss_class: 0.752017 loss_bbox: 0.130603 loss_giou: 0.521071 loss_class_aux: 2.345506 loss_bbox_aux: 0.443981 loss_giou_aux: 1.675707 loss_class_dn: 0.370367 loss_bbox_dn: 0.132551 loss_giou_dn: 0.429558 loss_class_aux_dn: 0.832501 loss_bbox_aux_dn: 0.345547 loss_giou_aux_dn: 1.039046 loss: 9.255519 eta: 27 days, 3:51:11 batch_cost: 0.6692 data_cost: 0.0358 ips: 11.9547 images/s
[08/20 03:57:24] ppdet.engine INFO: Epoch: [9] [46400/54024] learning_rate: 0.000100 loss_class: 0.734091 loss_bbox: 0.122145 loss_giou: 0.503967 loss_class_aux: 2.324352 loss_bbox_aux: 0.424330 loss_giou_aux: 1.635962 loss_class_dn: 0.359420 loss_bbox_dn: 0.124962 loss_giou_dn: 0.411423 loss_class_aux_dn: 0.806280 loss_bbox_aux_dn: 0.335534 loss_giou_aux_dn: 1.006613 loss: 8.915761 eta: 27 days, 3:49:50 batch_cost: 0.7358 data_cost: 0.0008 ips: 10.8728 images/s
[08/20 04:00:01] ppdet.engine INFO: Epoch: [9] [46600/54024] learning_rate: 0.000100 loss_class: 0.755148 loss_bbox: 0.138304 loss_giou: 0.569894 loss_class_aux: 2.361885 loss_bbox_aux: 0.461300 loss_giou_aux: 1.827037 loss_class_dn: 0.385018 loss_bbox_dn: 0.137733 loss_giou_dn: 0.445494 loss_class_aux_dn: 0.861165 loss_bbox_aux_dn: 0.358747 loss_giou_aux_dn: 1.077452 loss: 9.639562 eta: 27 days, 3:48:46 batch_cost: 0.7471 data_cost: 0.0102 ips: 10.7081 images/s
[08/20 04:02:21] ppdet.engine INFO: Epoch: [9] [46800/54024] learning_rate: 0.000100 loss_class: 0.723416 loss_bbox: 0.126156 loss_giou: 0.563866 loss_class_aux: 2.283634 loss_bbox_aux: 0.415524 loss_giou_aux: 1.816621 loss_class_dn: 0.368376 loss_bbox_dn: 0.120499 loss_giou_dn: 0.444184 loss_class_aux_dn: 0.815553 loss_bbox_aux_dn: 0.327745 loss_giou_aux_dn: 1.067753 loss: 9.246984 eta: 27 days, 3:45:22 batch_cost: 0.6584 data_cost: 0.0628 ips: 12.1512 images/s
[08/20 04:04:22] ppdet.engine INFO: Epoch: [9] [47000/54024] learning_rate: 0.000100 loss_class: 0.788954 loss_bbox: 0.133086 loss_giou: 0.569681 loss_class_aux: 2.423304 loss_bbox_aux: 0.450566 loss_giou_aux: 1.800566 loss_class_dn: 0.381703 loss_bbox_dn: 0.136189 loss_giou_dn: 0.452115 loss_class_aux_dn: 0.856131 loss_bbox_aux_dn: 0.353201 loss_giou_aux_dn: 1.105306 loss: 9.519344 eta: 27 days, 3:39:35 batch_cost: 0.5678 data_cost: 0.0290 ips: 14.0901 images/s
[08/20 04:06:50] ppdet.engine INFO: Epoch: [9] [47200/54024] learning_rate: 0.000100 loss_class: 0.758298 loss_bbox: 0.130350 loss_giou: 0.551353 loss_class_aux: 2.381063 loss_bbox_aux: 0.437516 loss_giou_aux: 1.762901 loss_class_dn: 0.377365 loss_bbox_dn: 0.132004 loss_giou_dn: 0.444316 loss_class_aux_dn: 0.847879 loss_bbox_aux_dn: 0.352601 loss_giou_aux_dn: 1.080206 loss: 9.252327 eta: 27 days, 3:37:17 batch_cost: 0.7005 data_cost: 0.0178 ips: 11.4212 images/s
[08/20 04:09:27] ppdet.engine INFO: Epoch: [9] [47400/54024] learning_rate: 0.000100 loss_class: 0.741215 loss_bbox: 0.132801 loss_giou: 0.512195 loss_class_aux: 2.304632 loss_bbox_aux: 0.446263 loss_giou_aux: 1.641448 loss_class_dn: 0.374500 loss_bbox_dn: 0.127795 loss_giou_dn: 0.429481 loss_class_aux_dn: 0.834057 loss_bbox_aux_dn: 0.340457 loss_giou_aux_dn: 1.043693 loss: 9.325585 eta: 27 days, 3:36:09 batch_cost: 0.7440 data_cost: 0.0464 ips: 10.7521 images/s
[08/20 04:11:56] ppdet.engine INFO: Epoch: [9] [47600/54024] learning_rate: 0.000100 loss_class: 0.735960 loss_bbox: 0.130689 loss_giou: 0.520639 loss_class_aux: 2.288799 loss_bbox_aux: 0.441314 loss_giou_aux: 1.656001 loss_class_dn: 0.360813 loss_bbox_dn: 0.134537 loss_giou_dn: 0.417290 loss_class_aux_dn: 0.806239 loss_bbox_aux_dn: 0.340875 loss_giou_aux_dn: 1.025591 loss: 9.099326 eta: 27 days, 3:33:55 batch_cost: 0.7026 data_cost: 0.0452 ips: 11.3857 images/s
[08/20 04:14:13] ppdet.engine INFO: Epoch: [9] [47800/54024] learning_rate: 0.000100 loss_class: 0.773588 loss_bbox: 0.136740 loss_giou: 0.559506 loss_class_aux: 2.410249 loss_bbox_aux: 0.442619 loss_giou_aux: 1.792715 loss_class_dn: 0.373744 loss_bbox_dn: 0.135937 loss_giou_dn: 0.440166 loss_class_aux_dn: 0.840076 loss_bbox_aux_dn: 0.346558 loss_giou_aux_dn: 1.068368 loss: 9.494223 eta: 27 days, 3:30:10 batch_cost: 0.6448 data_cost: 0.0042 ips: 12.4062 images/s
[08/20 04:16:35] ppdet.engine INFO: Epoch: [9] [48000/54024] learning_rate: 0.000100 loss_class: 0.748445 loss_bbox: 0.124381 loss_giou: 0.549148 loss_class_aux: 2.373009 loss_bbox_aux: 0.417457 loss_giou_aux: 1.769289 loss_class_dn: 0.375526 loss_bbox_dn: 0.123010 loss_giou_dn: 0.442495 loss_class_aux_dn: 0.846183 loss_bbox_aux_dn: 0.323825 loss_giou_aux_dn: 1.062167 loss: 9.435959 eta: 27 days, 3:27:07 batch_cost: 0.6716 data_cost: 0.0417 ips: 11.9116 images/s
[08/20 04:18:50] ppdet.engine INFO: Epoch: [9] [48200/54024] learning_rate: 0.000100 loss_class: 0.729427 loss_bbox: 0.127386 loss_giou: 0.513420 loss_class_aux: 2.255599 loss_bbox_aux: 0.427236 loss_giou_aux: 1.641996 loss_class_dn: 0.352009 loss_bbox_dn: 0.132145 loss_giou_dn: 0.415443 loss_class_aux_dn: 0.792830 loss_bbox_aux_dn: 0.343355 loss_giou_aux_dn: 1.005621 loss: 8.913208 eta: 27 days, 3:23:07 batch_cost: 0.6356 data_cost: 0.0132 ips: 12.5872 images/s
[08/20 04:21:28] ppdet.engine INFO: Epoch: [9] [48400/54024] learning_rate: 0.000100 loss_class: 0.754278 loss_bbox: 0.130833 loss_giou: 0.550197 loss_class_aux: 2.385082 loss_bbox_aux: 0.436024 loss_giou_aux: 1.764956 loss_class_dn: 0.367018 loss_bbox_dn: 0.124232 loss_giou_dn: 0.433585 loss_class_aux_dn: 0.829366 loss_bbox_aux_dn: 0.330638 loss_giou_aux_dn: 1.046735 loss: 9.172153 eta: 27 days, 3:22:09 batch_cost: 0.7505 data_cost: 0.0336 ips: 10.6591 images/s
[08/20 04:23:59] ppdet.engine INFO: Epoch: [9] [48600/54024] learning_rate: 0.000100 loss_class: 0.760846 loss_bbox: 0.131910 loss_giou: 0.563960 loss_class_aux: 2.404749 loss_bbox_aux: 0.441151 loss_giou_aux: 1.781450 loss_class_dn: 0.374430 loss_bbox_dn: 0.133194 loss_giou_dn: 0.442069 loss_class_aux_dn: 0.845205 loss_bbox_aux_dn: 0.351858 loss_giou_aux_dn: 1.062660 loss: 9.407073 eta: 27 days, 3:20:14 batch_cost: 0.7145 data_cost: 0.0131 ips: 11.1964 images/s
[08/20 04:26:28] ppdet.engine INFO: Epoch: [9] [48800/54024] learning_rate: 0.000100 loss_class: 0.754187 loss_bbox: 0.129452 loss_giou: 0.567819 loss_class_aux: 2.332754 loss_bbox_aux: 0.438488 loss_giou_aux: 1.787178 loss_class_dn: 0.366928 loss_bbox_dn: 0.128688 loss_giou_dn: 0.433345 loss_class_aux_dn: 0.828235 loss_bbox_aux_dn: 0.342999 loss_giou_aux_dn: 1.064082 loss: 9.132078 eta: 27 days, 3:18:06 batch_cost: 0.7065 data_cost: 0.0121 ips: 11.3237 images/s
[08/20 04:29:14] ppdet.engine INFO: Epoch: [9] [49000/54024] learning_rate: 0.000100 loss_class: 0.770011 loss_bbox: 0.131398 loss_giou: 0.567842 loss_class_aux: 2.399270 loss_bbox_aux: 0.436010 loss_giou_aux: 1.822338 loss_class_dn: 0.385901 loss_bbox_dn: 0.134700 loss_giou_dn: 0.443172 loss_class_aux_dn: 0.871343 loss_bbox_aux_dn: 0.357712 loss_giou_aux_dn: 1.094877 loss: 9.616602 eta: 27 days, 3:18:05 batch_cost: 0.7877 data_cost: 0.0392 ips: 10.1560 images/s
[08/20 04:31:56] ppdet.engine INFO: Epoch: [9] [49200/54024] learning_rate: 0.000100 loss_class: 0.766019 loss_bbox: 0.129967 loss_giou: 0.557396 loss_class_aux: 2.432031 loss_bbox_aux: 0.444387 loss_giou_aux: 1.819799 loss_class_dn: 0.376704 loss_bbox_dn: 0.133186 loss_giou_dn: 0.447230 loss_class_aux_dn: 0.844403 loss_bbox_aux_dn: 0.353156 loss_giou_aux_dn: 1.078736 loss: 9.300631 eta: 27 days, 3:17:36 batch_cost: 0.7695 data_cost: 0.0009 ips: 10.3967 images/s
[08/20 04:34:20] ppdet.engine INFO: Epoch: [9] [49400/54024] learning_rate: 0.000100 loss_class: 0.757990 loss_bbox: 0.137901 loss_giou: 0.549400 loss_class_aux: 2.385841 loss_bbox_aux: 0.465794 loss_giou_aux: 1.717185 loss_class_dn: 0.364349 loss_bbox_dn: 0.137949 loss_giou_dn: 0.426942 loss_class_aux_dn: 0.820540 loss_bbox_aux_dn: 0.364780 loss_giou_aux_dn: 1.012763 loss: 9.283946 eta: 27 days, 3:14:48 batch_cost: 0.6806 data_cost: 0.0317 ips: 11.7537 images/s
[08/20 04:37:14] ppdet.engine INFO: Epoch: [9] [49600/54024] learning_rate: 0.000100 loss_class: 0.753808 loss_bbox: 0.129276 loss_giou: 0.522641 loss_class_aux: 2.381060 loss_bbox_aux: 0.430244 loss_giou_aux: 1.659894 loss_class_dn: 0.363042 loss_bbox_dn: 0.134453 loss_giou_dn: 0.427812 loss_class_aux_dn: 0.813723 loss_bbox_aux_dn: 0.345069 loss_giou_aux_dn: 1.023630 loss: 9.141535 eta: 27 days, 3:15:56 batch_cost: 0.8315 data_cost: 0.0307 ips: 9.6216 images/s
[08/20 04:39:43] ppdet.engine INFO: Epoch: [9] [49800/54024] learning_rate: 0.000100 loss_class: 0.746853 loss_bbox: 0.128702 loss_giou: 0.534585 loss_class_aux: 2.369546 loss_bbox_aux: 0.434437 loss_giou_aux: 1.702235 loss_class_dn: 0.362686 loss_bbox_dn: 0.129916 loss_giou_dn: 0.441771 loss_class_aux_dn: 0.821130 loss_bbox_aux_dn: 0.348716 loss_giou_aux_dn: 1.056674 loss: 9.005530 eta: 27 days, 3:13:47 batch_cost: 0.7060 data_cost: 0.0456 ips: 11.3317 images/s
[08/20 04:42:02] ppdet.engine INFO: Epoch: [9] [50000/54024] learning_rate: 0.000100 loss_class: 0.755872 loss_bbox: 0.136007 loss_giou: 0.588919 loss_class_aux: 2.377996 loss_bbox_aux: 0.449830 loss_giou_aux: 1.863027 loss_class_dn: 0.389020 loss_bbox_dn: 0.134379 loss_giou_dn: 0.456549 loss_class_aux_dn: 0.867497 loss_bbox_aux_dn: 0.350826 loss_giou_aux_dn: 1.090158 loss: 9.537656 eta: 27 days, 3:10:22 batch_cost: 0.6578 data_cost: 0.0133 ips: 12.1624 images/s
[08/20 04:44:42] ppdet.engine INFO: Epoch: [9] [50200/54024] learning_rate: 0.000100 loss_class: 0.750838 loss_bbox: 0.139889 loss_giou: 0.532641 loss_class_aux: 2.338784 loss_bbox_aux: 0.469625 loss_giou_aux: 1.714788 loss_class_dn: 0.370205 loss_bbox_dn: 0.137654 loss_giou_dn: 0.425703 loss_class_aux_dn: 0.835102 loss_bbox_aux_dn: 0.360401 loss_giou_aux_dn: 1.037209 loss: 9.365097 eta: 27 days, 3:09:38 batch_cost: 0.7599 data_cost: 0.0975 ips: 10.5272 images/s
[08/20 04:47:07] ppdet.engine INFO: Epoch: [9] [50400/54024] learning_rate: 0.000100 loss_class: 0.766359 loss_bbox: 0.133132 loss_giou: 0.527431 loss_class_aux: 2.380580 loss_bbox_aux: 0.433815 loss_giou_aux: 1.709654 loss_class_dn: 0.376731 loss_bbox_dn: 0.133465 loss_giou_dn: 0.419307 loss_class_aux_dn: 0.837651 loss_bbox_aux_dn: 0.353015 loss_giou_aux_dn: 1.016870 loss: 9.068339 eta: 27 days, 3:07:01 batch_cost: 0.6884 data_cost: 0.0273 ips: 11.6209 images/s
[08/20 04:50:05] ppdet.engine INFO: Epoch: [9] [50600/54024] learning_rate: 0.000100 loss_class: 0.768106 loss_bbox: 0.131600 loss_giou: 0.521455 loss_class_aux: 2.351736 loss_bbox_aux: 0.444428 loss_giou_aux: 1.694828 loss_class_dn: 0.373842 loss_bbox_dn: 0.126766 loss_giou_dn: 0.424423 loss_class_aux_dn: 0.833167 loss_bbox_aux_dn: 0.335043 loss_giou_aux_dn: 1.030573 loss: 9.130210 eta: 27 days, 3:08:41 batch_cost: 0.8520 data_cost: 0.0666 ips: 9.3896 images/s
[08/20 04:52:44] ppdet.engine INFO: Epoch: [9] [50800/54024] learning_rate: 0.000100 loss_class: 0.741433 loss_bbox: 0.127706 loss_giou: 0.547223 loss_class_aux: 2.311330 loss_bbox_aux: 0.431363 loss_giou_aux: 1.745991 loss_class_dn: 0.367509 loss_bbox_dn: 0.123817 loss_giou_dn: 0.427128 loss_class_aux_dn: 0.808880 loss_bbox_aux_dn: 0.325273 loss_giou_aux_dn: 1.027211 loss: 9.226137 eta: 27 days, 3:07:53 batch_cost: 0.7579 data_cost: 0.0504 ips: 10.5557 images/s
[08/20 04:54:57] ppdet.engine INFO: Epoch: [9] [51000/54024] learning_rate: 0.000100 loss_class: 0.766384 loss_bbox: 0.128574 loss_giou: 0.516169 loss_class_aux: 2.379303 loss_bbox_aux: 0.433987 loss_giou_aux: 1.670886 loss_class_dn: 0.362079 loss_bbox_dn: 0.127977 loss_giou_dn: 0.419344 loss_class_aux_dn: 0.814140 loss_bbox_aux_dn: 0.344167 loss_giou_aux_dn: 1.014120 loss: 8.872449 eta: 27 days, 3:03:39 batch_cost: 0.6263 data_cost: 0.0020 ips: 12.7726 images/s
[08/20 04:57:15] ppdet.engine INFO: Epoch: [9] [51200/54024] learning_rate: 0.000100 loss_class: 0.765520 loss_bbox: 0.136037 loss_giou: 0.564901 loss_class_aux: 2.425757 loss_bbox_aux: 0.462139 loss_giou_aux: 1.766500 loss_class_dn: 0.378583 loss_bbox_dn: 0.134928 loss_giou_dn: 0.444575 loss_class_aux_dn: 0.869011 loss_bbox_aux_dn: 0.353050 loss_giou_aux_dn: 1.055124 loss: 9.230162 eta: 27 days, 3:00:02 batch_cost: 0.6499 data_cost: 0.0278 ips: 12.3092 images/s
[08/20 04:59:54] ppdet.engine INFO: Epoch: [9] [51400/54024] learning_rate: 0.000100 loss_class: 0.783308 loss_bbox: 0.137491 loss_giou: 0.628507 loss_class_aux: 2.460738 loss_bbox_aux: 0.453709 loss_giou_aux: 1.994347 loss_class_dn: 0.391256 loss_bbox_dn: 0.127428 loss_giou_dn: 0.474885 loss_class_aux_dn: 0.879527 loss_bbox_aux_dn: 0.336683 loss_giou_aux_dn: 1.143148 loss: 9.622039 eta: 27 days, 2:59:13 batch_cost: 0.7573 data_cost: 0.0228 ips: 10.5638 images/s
[08/20 05:02:17] ppdet.engine INFO: Epoch: [9] [51600/54024] learning_rate: 0.000100 loss_class: 0.760341 loss_bbox: 0.133334 loss_giou: 0.557940 loss_class_aux: 2.376624 loss_bbox_aux: 0.452473 loss_giou_aux: 1.751003 loss_class_dn: 0.378239 loss_bbox_dn: 0.128773 loss_giou_dn: 0.441946 loss_class_aux_dn: 0.848090 loss_bbox_aux_dn: 0.342908 loss_giou_aux_dn: 1.080642 loss: 9.362869 eta: 27 days, 2:56:19 batch_cost: 0.6769 data_cost: 0.0008 ips: 11.8190 images/s
[08/20 05:04:36] ppdet.engine INFO: Epoch: [9] [51800/54024] learning_rate: 0.000100 loss_class: 0.739054 loss_bbox: 0.128022 loss_giou: 0.551469 loss_class_aux: 2.279518 loss_bbox_aux: 0.429767 loss_giou_aux: 1.745085 loss_class_dn: 0.366388 loss_bbox_dn: 0.130992 loss_giou_dn: 0.428136 loss_class_aux_dn: 0.815904 loss_bbox_aux_dn: 0.341367 loss_giou_aux_dn: 1.028552 loss: 9.257989 eta: 27 days, 2:52:53 batch_cost: 0.6569 data_cost: 0.0579 ips: 12.1793 images/s
[08/20 05:07:22] ppdet.engine INFO: Epoch: [9] [52000/54024] learning_rate: 0.000100 loss_class: 0.759558 loss_bbox: 0.132982 loss_giou: 0.604069 loss_class_aux: 2.412735 loss_bbox_aux: 0.452824 loss_giou_aux: 1.914310 loss_class_dn: 0.387728 loss_bbox_dn: 0.127106 loss_giou_dn: 0.466660 loss_class_aux_dn: 0.869529 loss_bbox_aux_dn: 0.340669 loss_giou_aux_dn: 1.134466 loss: 9.547843 eta: 27 days, 2:52:51 batch_cost: 0.7878 data_cost: 0.0035 ips: 10.1555 images/s
[08/20 05:09:38] ppdet.engine INFO: Epoch: [9] [52200/54024] learning_rate: 0.000100 loss_class: 0.765913 loss_bbox: 0.136548 loss_giou: 0.584037 loss_class_aux: 2.378099 loss_bbox_aux: 0.454464 loss_giou_aux: 1.846763 loss_class_dn: 0.383996 loss_bbox_dn: 0.133781 loss_giou_dn: 0.450039 loss_class_aux_dn: 0.854402 loss_bbox_aux_dn: 0.341804 loss_giou_aux_dn: 1.078647 loss: 9.536654 eta: 27 days, 2:49:04 batch_cost: 0.6430 data_cost: 0.0050 ips: 12.4426 images/s
[08/20 05:12:11] ppdet.engine INFO: Epoch: [9] [52400/54024] learning_rate: 0.000100 loss_class: 0.718759 loss_bbox: 0.124831 loss_giou: 0.532090 loss_class_aux: 2.223073 loss_bbox_aux: 0.428962 loss_giou_aux: 1.719712 loss_class_dn: 0.360910 loss_bbox_dn: 0.130650 loss_giou_dn: 0.428257 loss_class_aux_dn: 0.808508 loss_bbox_aux_dn: 0.348592 loss_giou_aux_dn: 1.034089 loss: 9.151522 eta: 27 days, 2:47:18 batch_cost: 0.7207 data_cost: 0.0850 ips: 11.1001 images/s
[08/20 05:14:22] ppdet.engine INFO: Epoch: [9] [52600/54024] learning_rate: 0.000100 loss_class: 0.770630 loss_bbox: 0.133937 loss_giou: 0.579661 loss_class_aux: 2.399248 loss_bbox_aux: 0.450872 loss_giou_aux: 1.868428 loss_class_dn: 0.390306 loss_bbox_dn: 0.132887 loss_giou_dn: 0.470548 loss_class_aux_dn: 0.881107 loss_bbox_aux_dn: 0.356307 loss_giou_aux_dn: 1.115217 loss: 9.632682 eta: 27 days, 2:42:53 batch_cost: 0.6185 data_cost: 0.0189 ips: 12.9355 images/s
[08/20 05:16:20] ppdet.engine INFO: Epoch: [9] [52800/54024] learning_rate: 0.000100 loss_class: 0.783189 loss_bbox: 0.133141 loss_giou: 0.549709 loss_class_aux: 2.429988 loss_bbox_aux: 0.463421 loss_giou_aux: 1.737889 loss_class_dn: 0.379743 loss_bbox_dn: 0.131675 loss_giou_dn: 0.438353 loss_class_aux_dn: 0.848338 loss_bbox_aux_dn: 0.358802 loss_giou_aux_dn: 1.055026 loss: 9.321708 eta: 27 days, 2:36:46 batch_cost: 0.5535 data_cost: 0.0008 ips: 14.4546 images/s
[08/20 05:18:51] ppdet.engine INFO: Epoch: [9] [53000/54024] learning_rate: 0.000100 loss_class: 0.736199 loss_bbox: 0.134333 loss_giou: 0.557873 loss_class_aux: 2.306399 loss_bbox_aux: 0.439298 loss_giou_aux: 1.761592 loss_class_dn: 0.371642 loss_bbox_dn: 0.129062 loss_giou_dn: 0.433390 loss_class_aux_dn: 0.824200 loss_bbox_aux_dn: 0.329493 loss_giou_aux_dn: 1.031978 loss: 9.231103 eta: 27 days, 2:34:52 batch_cost: 0.7155 data_cost: 0.0561 ips: 11.1813 images/s
[08/20 05:21:19] ppdet.engine INFO: Epoch: [9] [53200/54024] learning_rate: 0.000100 loss_class: 0.759553 loss_bbox: 0.137917 loss_giou: 0.564893 loss_class_aux: 2.411711 loss_bbox_aux: 0.466889 loss_giou_aux: 1.809963 loss_class_dn: 0.385653 loss_bbox_dn: 0.136211 loss_giou_dn: 0.446084 loss_class_aux_dn: 0.852793 loss_bbox_aux_dn: 0.357462 loss_giou_aux_dn: 1.076200 loss: 9.694655 eta: 27 days, 2:32:37 batch_cost: 0.7021 data_cost: 0.0139 ips: 11.3941 images/s
[08/20 05:24:14] ppdet.engine INFO: Epoch: [9] [53400/54024] learning_rate: 0.000100 loss_class: 0.767609 loss_bbox: 0.136361 loss_giou: 0.573349 loss_class_aux: 2.450325 loss_bbox_aux: 0.453353 loss_giou_aux: 1.782133 loss_class_dn: 0.386184 loss_bbox_dn: 0.132660 loss_giou_dn: 0.445073 loss_class_aux_dn: 0.872448 loss_bbox_aux_dn: 0.352254 loss_giou_aux_dn: 1.071383 loss: 9.502101 eta: 27 days, 2:33:50 batch_cost: 0.8357 data_cost: 0.0288 ips: 9.5727 images/s
[08/20 05:26:57] ppdet.engine INFO: Epoch: [9] [53600/54024] learning_rate: 0.000100 loss_class: 0.750490 loss_bbox: 0.133860 loss_giou: 0.538756 loss_class_aux: 2.335691 loss_bbox_aux: 0.453422 loss_giou_aux: 1.724740 loss_class_dn: 0.364969 loss_bbox_dn: 0.131691 loss_giou_dn: 0.426252 loss_class_aux_dn: 0.821391 loss_bbox_aux_dn: 0.340404 loss_giou_aux_dn: 1.035324 loss: 9.066129 eta: 27 days, 2:33:25 batch_cost: 0.7735 data_cost: 0.0803 ips: 10.3430 images/s
[08/20 05:29:34] ppdet.engine INFO: Epoch: [9] [53800/54024] learning_rate: 0.000100 loss_class: 0.776504 loss_bbox: 0.134622 loss_giou: 0.588253 loss_class_aux: 2.455946 loss_bbox_aux: 0.449545 loss_giou_aux: 1.861193 loss_class_dn: 0.392159 loss_bbox_dn: 0.134208 loss_giou_dn: 0.451334 loss_class_aux_dn: 0.887875 loss_bbox_aux_dn: 0.352893 loss_giou_aux_dn: 1.101371 loss: 9.740092 eta: 27 days, 2:32:10 batch_cost: 0.7406 data_cost: 0.0276 ips: 10.8015 images/s
[08/20 05:32:07] ppdet.engine INFO: Epoch: [9] [54000/54024] learning_rate: 0.000100 loss_class: 0.746884 loss_bbox: 0.130958 loss_giou: 0.535587 loss_class_aux: 2.332322 loss_bbox_aux: 0.446467 loss_giou_aux: 1.721242 loss_class_dn: 0.365292 loss_bbox_dn: 0.128220 loss_giou_dn: 0.425292 loss_class_aux_dn: 0.808600 loss_bbox_aux_dn: 0.341614 loss_giou_aux_dn: 1.014052 loss: 9.095788 eta: 27 days, 2:30:37 batch_cost: 0.7297 data_cost: 0.0726 ips: 10.9635 images/s
[08/20 05:32:35] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
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[08/20 06:00:37] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=5.82s)
creating index...
index created!
[08/20 06:00:44] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=231.48s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=2601.42s).
Accumulating evaluation results...
DONE (t=924.18s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.222
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.304
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.240
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.102
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.212
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.300
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.235
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.450
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.482
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.266
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.472
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.630
[08/20 07:05:10] ppdet.engine INFO: Total sample number: 80000, average FPS: 58.46332886315729
[08/20 07:05:10] ppdet.engine INFO: Best test bbox ap is 0.222.
[08/20 07:05:11] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
[08/20 07:05:22] ppdet.engine INFO: Epoch: [10] [    0/54024] learning_rate: 0.000100 loss_class: 0.749009 loss_bbox: 0.131104 loss_giou: 0.552311 loss_class_aux: 2.346805 loss_bbox_aux: 0.437917 loss_giou_aux: 1.760447 loss_class_dn: 0.371862 loss_bbox_dn: 0.131023 loss_giou_dn: 0.429725 loss_class_aux_dn: 0.816455 loss_bbox_aux_dn: 0.343739 loss_giou_aux_dn: 1.028497 loss: 9.263715 eta: 27 days, 2:30:22 batch_cost: 0.7224 data_cost: 0.0571 ips: 11.0735 images/s
[08/20 07:08:22] ppdet.engine INFO: Epoch: [10] [  200/54024] learning_rate: 0.000100 loss_class: 0.775964 loss_bbox: 0.138022 loss_giou: 0.568335 loss_class_aux: 2.411469 loss_bbox_aux: 0.464606 loss_giou_aux: 1.811814 loss_class_dn: 0.389185 loss_bbox_dn: 0.135960 loss_giou_dn: 0.455464 loss_class_aux_dn: 0.860042 loss_bbox_aux_dn: 0.356902 loss_giou_aux_dn: 1.097820 loss: 9.639212 eta: 27 days, 2:32:09 batch_cost: 0.8584 data_cost: 0.0589 ips: 9.3197 images/s
[08/20 07:11:11] ppdet.engine INFO: Epoch: [10] [  400/54024] learning_rate: 0.000100 loss_class: 0.787919 loss_bbox: 0.131863 loss_giou: 0.533807 loss_class_aux: 2.482643 loss_bbox_aux: 0.458874 loss_giou_aux: 1.716094 loss_class_dn: 0.374170 loss_bbox_dn: 0.128743 loss_giou_dn: 0.429493 loss_class_aux_dn: 0.842100 loss_bbox_aux_dn: 0.343949 loss_giou_aux_dn: 1.038239 loss: 9.365139 eta: 27 days, 2:32:27 batch_cost: 0.8014 data_cost: 0.0143 ips: 9.9828 images/s
[08/20 07:14:28] ppdet.engine INFO: Epoch: [10] [  600/54024] learning_rate: 0.000100 loss_class: 0.781231 loss_bbox: 0.135020 loss_giou: 0.574585 loss_class_aux: 2.444716 loss_bbox_aux: 0.464864 loss_giou_aux: 1.832797 loss_class_dn: 0.396931 loss_bbox_dn: 0.135407 loss_giou_dn: 0.460940 loss_class_aux_dn: 0.874362 loss_bbox_aux_dn: 0.361261 loss_giou_aux_dn: 1.113007 loss: 9.768327 eta: 27 days, 2:36:15 batch_cost: 0.9373 data_cost: 0.1734 ips: 8.5352 images/s
[08/20 07:17:21] ppdet.engine INFO: Epoch: [10] [  800/54024] learning_rate: 0.000100 loss_class: 0.749074 loss_bbox: 0.140513 loss_giou: 0.567052 loss_class_aux: 2.366632 loss_bbox_aux: 0.465851 loss_giou_aux: 1.804486 loss_class_dn: 0.380484 loss_bbox_dn: 0.133866 loss_giou_dn: 0.447084 loss_class_aux_dn: 0.853125 loss_bbox_aux_dn: 0.350062 loss_giou_aux_dn: 1.074357 loss: 9.453647 eta: 27 days, 2:37:02 batch_cost: 0.8197 data_cost: 0.0334 ips: 9.7596 images/s
[08/20 07:19:42] ppdet.engine INFO: Epoch: [10] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.751180 loss_bbox: 0.137099 loss_giou: 0.539502 loss_class_aux: 2.370559 loss_bbox_aux: 0.449473 loss_giou_aux: 1.740327 loss_class_dn: 0.378076 loss_bbox_dn: 0.137437 loss_giou_dn: 0.440679 loss_class_aux_dn: 0.842929 loss_bbox_aux_dn: 0.349665 loss_giou_aux_dn: 1.077264 loss: 9.443117 eta: 27 days, 2:33:44 batch_cost: 0.6618 data_cost: 0.0499 ips: 12.0884 images/s
[08/20 07:21:51] ppdet.engine INFO: Epoch: [10] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.753146 loss_bbox: 0.138588 loss_giou: 0.580705 loss_class_aux: 2.377085 loss_bbox_aux: 0.457347 loss_giou_aux: 1.849642 loss_class_dn: 0.378967 loss_bbox_dn: 0.132549 loss_giou_dn: 0.450974 loss_class_aux_dn: 0.843063 loss_bbox_aux_dn: 0.351375 loss_giou_aux_dn: 1.081131 loss: 9.639946 eta: 27 days, 2:28:58 batch_cost: 0.6054 data_cost: 0.0008 ips: 13.2148 images/s
[08/20 07:24:26] ppdet.engine INFO: Epoch: [10] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.743732 loss_bbox: 0.127516 loss_giou: 0.554808 loss_class_aux: 2.331352 loss_bbox_aux: 0.442890 loss_giou_aux: 1.730982 loss_class_dn: 0.364853 loss_bbox_dn: 0.126742 loss_giou_dn: 0.429104 loss_class_aux_dn: 0.815963 loss_bbox_aux_dn: 0.340558 loss_giou_aux_dn: 1.043826 loss: 9.121084 eta: 27 days, 2:27:28 batch_cost: 0.7317 data_cost: 0.0795 ips: 10.9340 images/s
[08/20 07:27:08] ppdet.engine INFO: Epoch: [10] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.767612 loss_bbox: 0.128591 loss_giou: 0.574498 loss_class_aux: 2.400753 loss_bbox_aux: 0.434834 loss_giou_aux: 1.802963 loss_class_dn: 0.382321 loss_bbox_dn: 0.133586 loss_giou_dn: 0.442678 loss_class_aux_dn: 0.847774 loss_bbox_aux_dn: 0.352215 loss_giou_aux_dn: 1.076665 loss: 9.460093 eta: 27 days, 2:26:51 batch_cost: 0.7659 data_cost: 0.0774 ips: 10.4454 images/s
[08/20 07:29:41] ppdet.engine INFO: Epoch: [10] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.729501 loss_bbox: 0.140000 loss_giou: 0.559807 loss_class_aux: 2.328961 loss_bbox_aux: 0.454827 loss_giou_aux: 1.766475 loss_class_dn: 0.364639 loss_bbox_dn: 0.128204 loss_giou_dn: 0.436800 loss_class_aux_dn: 0.817552 loss_bbox_aux_dn: 0.352571 loss_giou_aux_dn: 1.019801 loss: 9.226319 eta: 27 days, 2:25:07 batch_cost: 0.7229 data_cost: 0.0195 ips: 11.0670 images/s
[08/20 07:32:18] ppdet.engine INFO: Epoch: [10] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.750807 loss_bbox: 0.134951 loss_giou: 0.550610 loss_class_aux: 2.320078 loss_bbox_aux: 0.451434 loss_giou_aux: 1.728940 loss_class_dn: 0.381989 loss_bbox_dn: 0.130531 loss_giou_dn: 0.448456 loss_class_aux_dn: 0.865979 loss_bbox_aux_dn: 0.345202 loss_giou_aux_dn: 1.090168 loss: 9.491889 eta: 27 days, 2:23:54 batch_cost: 0.7424 data_cost: 0.0612 ips: 10.7765 images/s
[08/20 07:34:54] ppdet.engine INFO: Epoch: [10] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.751269 loss_bbox: 0.133409 loss_giou: 0.528052 loss_class_aux: 2.376568 loss_bbox_aux: 0.456416 loss_giou_aux: 1.692718 loss_class_dn: 0.365108 loss_bbox_dn: 0.134004 loss_giou_dn: 0.418306 loss_class_aux_dn: 0.808838 loss_bbox_aux_dn: 0.355092 loss_giou_aux_dn: 1.026207 loss: 9.005848 eta: 27 days, 2:22:29 batch_cost: 0.7353 data_cost: 0.0589 ips: 10.8804 images/s
[08/20 07:37:28] ppdet.engine INFO: Epoch: [10] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.755653 loss_bbox: 0.128312 loss_giou: 0.573885 loss_class_aux: 2.368463 loss_bbox_aux: 0.436447 loss_giou_aux: 1.799726 loss_class_dn: 0.383425 loss_bbox_dn: 0.126359 loss_giou_dn: 0.449299 loss_class_aux_dn: 0.846519 loss_bbox_aux_dn: 0.342357 loss_giou_aux_dn: 1.089818 loss: 9.488327 eta: 27 days, 2:20:59 batch_cost: 0.7317 data_cost: 0.0315 ips: 10.9337 images/s
[08/20 07:39:54] ppdet.engine INFO: Epoch: [10] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.798086 loss_bbox: 0.132400 loss_giou: 0.544084 loss_class_aux: 2.494337 loss_bbox_aux: 0.446003 loss_giou_aux: 1.716170 loss_class_dn: 0.372128 loss_bbox_dn: 0.133246 loss_giou_dn: 0.430638 loss_class_aux_dn: 0.825282 loss_bbox_aux_dn: 0.357857 loss_giou_aux_dn: 1.043548 loss: 9.242957 eta: 27 days, 2:18:20 batch_cost: 0.6873 data_cost: 0.0404 ips: 11.6404 images/s
[08/20 07:42:38] ppdet.engine INFO: Epoch: [10] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.755136 loss_bbox: 0.136732 loss_giou: 0.546716 loss_class_aux: 2.362102 loss_bbox_aux: 0.461597 loss_giou_aux: 1.739135 loss_class_dn: 0.381473 loss_bbox_dn: 0.131354 loss_giou_dn: 0.431528 loss_class_aux_dn: 0.830351 loss_bbox_aux_dn: 0.353603 loss_giou_aux_dn: 1.056293 loss: 9.247475 eta: 27 days, 2:18:09 batch_cost: 0.7835 data_cost: 0.1418 ips: 10.2111 images/s
[08/20 07:45:27] ppdet.engine INFO: Epoch: [10] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.771136 loss_bbox: 0.140981 loss_giou: 0.598724 loss_class_aux: 2.414261 loss_bbox_aux: 0.472233 loss_giou_aux: 1.882205 loss_class_dn: 0.394583 loss_bbox_dn: 0.134771 loss_giou_dn: 0.469992 loss_class_aux_dn: 0.869216 loss_bbox_aux_dn: 0.350791 loss_giou_aux_dn: 1.122486 loss: 9.651721 eta: 27 days, 2:18:25 batch_cost: 0.8006 data_cost: 0.0565 ips: 9.9921 images/s
[08/20 07:48:02] ppdet.engine INFO: Epoch: [10] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.784657 loss_bbox: 0.140496 loss_giou: 0.619714 loss_class_aux: 2.467268 loss_bbox_aux: 0.475779 loss_giou_aux: 1.982851 loss_class_dn: 0.395489 loss_bbox_dn: 0.132753 loss_giou_dn: 0.478605 loss_class_aux_dn: 0.893917 loss_bbox_aux_dn: 0.354595 loss_giou_aux_dn: 1.156420 loss: 10.029134 eta: 27 days, 2:16:56 batch_cost: 0.7331 data_cost: 0.0308 ips: 10.9132 images/s
[08/20 07:50:28] ppdet.engine INFO: Epoch: [10] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.747442 loss_bbox: 0.139085 loss_giou: 0.575977 loss_class_aux: 2.341004 loss_bbox_aux: 0.463293 loss_giou_aux: 1.839469 loss_class_dn: 0.387949 loss_bbox_dn: 0.127711 loss_giou_dn: 0.452578 loss_class_aux_dn: 0.853616 loss_bbox_aux_dn: 0.333899 loss_giou_aux_dn: 1.088909 loss: 9.489729 eta: 27 days, 2:14:23 batch_cost: 0.6907 data_cost: 0.0008 ips: 11.5831 images/s
[08/20 07:53:20] ppdet.engine INFO: Epoch: [10] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.754146 loss_bbox: 0.141991 loss_giou: 0.622167 loss_class_aux: 2.393755 loss_bbox_aux: 0.462738 loss_giou_aux: 2.011467 loss_class_dn: 0.400191 loss_bbox_dn: 0.133936 loss_giou_dn: 0.474332 loss_class_aux_dn: 0.887265 loss_bbox_aux_dn: 0.352026 loss_giou_aux_dn: 1.155156 loss: 9.987983 eta: 27 days, 2:15:06 batch_cost: 0.8190 data_cost: 0.1121 ips: 9.7677 images/s
[08/20 07:55:59] ppdet.engine INFO: Epoch: [10] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.770300 loss_bbox: 0.135027 loss_giou: 0.586682 loss_class_aux: 2.414375 loss_bbox_aux: 0.449777 loss_giou_aux: 1.876459 loss_class_dn: 0.390236 loss_bbox_dn: 0.127081 loss_giou_dn: 0.460532 loss_class_aux_dn: 0.859757 loss_bbox_aux_dn: 0.342940 loss_giou_aux_dn: 1.099866 loss: 9.787213 eta: 27 days, 2:14:12 batch_cost: 0.7553 data_cost: 0.0706 ips: 10.5920 images/s
[08/20 07:58:47] ppdet.engine INFO: Epoch: [10] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.760242 loss_bbox: 0.126642 loss_giou: 0.496924 loss_class_aux: 2.394011 loss_bbox_aux: 0.418895 loss_giou_aux: 1.594087 loss_class_dn: 0.354218 loss_bbox_dn: 0.129346 loss_giou_dn: 0.415342 loss_class_aux_dn: 0.796182 loss_bbox_aux_dn: 0.342280 loss_giou_aux_dn: 1.005196 loss: 8.792488 eta: 27 days, 2:14:21 batch_cost: 0.7972 data_cost: 0.0781 ips: 10.0347 images/s
[08/20 08:01:16] ppdet.engine INFO: Epoch: [10] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.757467 loss_bbox: 0.131800 loss_giou: 0.550116 loss_class_aux: 2.397384 loss_bbox_aux: 0.433908 loss_giou_aux: 1.771479 loss_class_dn: 0.370550 loss_bbox_dn: 0.128514 loss_giou_dn: 0.450095 loss_class_aux_dn: 0.837819 loss_bbox_aux_dn: 0.353656 loss_giou_aux_dn: 1.074412 loss: 9.210590 eta: 27 days, 2:12:12 batch_cost: 0.7065 data_cost: 0.0567 ips: 11.3234 images/s
[08/20 08:03:57] ppdet.engine INFO: Epoch: [10] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.777548 loss_bbox: 0.133776 loss_giou: 0.559830 loss_class_aux: 2.446660 loss_bbox_aux: 0.443727 loss_giou_aux: 1.810480 loss_class_dn: 0.384880 loss_bbox_dn: 0.127110 loss_giou_dn: 0.455661 loss_class_aux_dn: 0.874627 loss_bbox_aux_dn: 0.333101 loss_giou_aux_dn: 1.128114 loss: 9.675398 eta: 27 days, 2:11:34 batch_cost: 0.7666 data_cost: 0.1091 ips: 10.4362 images/s
[08/20 08:06:10] ppdet.engine INFO: Epoch: [10] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.757123 loss_bbox: 0.134368 loss_giou: 0.540856 loss_class_aux: 2.374250 loss_bbox_aux: 0.459131 loss_giou_aux: 1.696603 loss_class_dn: 0.378138 loss_bbox_dn: 0.135909 loss_giou_dn: 0.428559 loss_class_aux_dn: 0.843289 loss_bbox_aux_dn: 0.361038 loss_giou_aux_dn: 1.042963 loss: 9.118521 eta: 27 days, 2:07:14 batch_cost: 0.6211 data_cost: 0.0312 ips: 12.8796 images/s
[08/20 08:08:48] ppdet.engine INFO: Epoch: [10] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.767246 loss_bbox: 0.133475 loss_giou: 0.564064 loss_class_aux: 2.386824 loss_bbox_aux: 0.452541 loss_giou_aux: 1.787216 loss_class_dn: 0.375610 loss_bbox_dn: 0.124409 loss_giou_dn: 0.438336 loss_class_aux_dn: 0.836864 loss_bbox_aux_dn: 0.338310 loss_giou_aux_dn: 1.070328 loss: 9.365990 eta: 27 days, 2:06:16 batch_cost: 0.7530 data_cost: 0.0173 ips: 10.6237 images/s
[08/20 08:11:46] ppdet.engine INFO: Epoch: [10] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.746527 loss_bbox: 0.135142 loss_giou: 0.564386 loss_class_aux: 2.337077 loss_bbox_aux: 0.440799 loss_giou_aux: 1.822727 loss_class_dn: 0.382595 loss_bbox_dn: 0.133240 loss_giou_dn: 0.438143 loss_class_aux_dn: 0.848411 loss_bbox_aux_dn: 0.346752 loss_giou_aux_dn: 1.065756 loss: 9.392495 eta: 27 days, 2:07:46 batch_cost: 0.8501 data_cost: 0.0212 ips: 9.4108 images/s
[08/20 08:14:16] ppdet.engine INFO: Epoch: [10] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.766528 loss_bbox: 0.133756 loss_giou: 0.519149 loss_class_aux: 2.396642 loss_bbox_aux: 0.443202 loss_giou_aux: 1.653502 loss_class_dn: 0.362078 loss_bbox_dn: 0.141100 loss_giou_dn: 0.420413 loss_class_aux_dn: 0.812169 loss_bbox_aux_dn: 0.361536 loss_giou_aux_dn: 1.033569 loss: 9.073883 eta: 27 days, 2:05:41 batch_cost: 0.7098 data_cost: 0.1182 ips: 11.2712 images/s
[08/20 08:16:33] ppdet.engine INFO: Epoch: [10] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.735334 loss_bbox: 0.133758 loss_giou: 0.550786 loss_class_aux: 2.320165 loss_bbox_aux: 0.452864 loss_giou_aux: 1.760484 loss_class_dn: 0.372178 loss_bbox_dn: 0.126070 loss_giou_dn: 0.428381 loss_class_aux_dn: 0.823861 loss_bbox_aux_dn: 0.332589 loss_giou_aux_dn: 1.046768 loss: 9.299562 eta: 27 days, 2:01:58 batch_cost: 0.6455 data_cost: 0.0242 ips: 12.3937 images/s
[08/20 08:19:10] ppdet.engine INFO: Epoch: [10] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.730033 loss_bbox: 0.128948 loss_giou: 0.519350 loss_class_aux: 2.307711 loss_bbox_aux: 0.442056 loss_giou_aux: 1.721454 loss_class_dn: 0.361270 loss_bbox_dn: 0.128178 loss_giou_dn: 0.413455 loss_class_aux_dn: 0.815553 loss_bbox_aux_dn: 0.331079 loss_giou_aux_dn: 1.002439 loss: 8.999359 eta: 27 days, 2:00:49 batch_cost: 0.7459 data_cost: 0.0466 ips: 10.7250 images/s
[08/20 08:21:09] ppdet.engine INFO: Epoch: [10] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.730772 loss_bbox: 0.129461 loss_giou: 0.566520 loss_class_aux: 2.319171 loss_bbox_aux: 0.433755 loss_giou_aux: 1.830975 loss_class_dn: 0.382200 loss_bbox_dn: 0.128343 loss_giou_dn: 0.440883 loss_class_aux_dn: 0.849740 loss_bbox_aux_dn: 0.338907 loss_giou_aux_dn: 1.078248 loss: 9.568428 eta: 27 days, 1:54:45 batch_cost: 0.5532 data_cost: 0.0127 ips: 14.4602 images/s
[08/20 08:24:00] ppdet.engine INFO: Epoch: [10] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.748046 loss_bbox: 0.127722 loss_giou: 0.544342 loss_class_aux: 2.375903 loss_bbox_aux: 0.426891 loss_giou_aux: 1.729708 loss_class_dn: 0.373936 loss_bbox_dn: 0.122202 loss_giou_dn: 0.435149 loss_class_aux_dn: 0.835171 loss_bbox_aux_dn: 0.330209 loss_giou_aux_dn: 1.043420 loss: 9.198952 eta: 27 days, 1:55:20 batch_cost: 0.8147 data_cost: 0.1140 ips: 9.8202 images/s
[08/20 08:26:15] ppdet.engine INFO: Epoch: [10] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.778360 loss_bbox: 0.132478 loss_giou: 0.555441 loss_class_aux: 2.433607 loss_bbox_aux: 0.450659 loss_giou_aux: 1.767458 loss_class_dn: 0.383236 loss_bbox_dn: 0.135370 loss_giou_dn: 0.444746 loss_class_aux_dn: 0.851290 loss_bbox_aux_dn: 0.356984 loss_giou_aux_dn: 1.079843 loss: 9.646119 eta: 27 days, 1:51:26 batch_cost: 0.6377 data_cost: 0.0274 ips: 12.5452 images/s
[08/20 08:29:16] ppdet.engine INFO: Epoch: [10] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.761007 loss_bbox: 0.131499 loss_giou: 0.552173 loss_class_aux: 2.367279 loss_bbox_aux: 0.448603 loss_giou_aux: 1.756854 loss_class_dn: 0.367192 loss_bbox_dn: 0.127282 loss_giou_dn: 0.437715 loss_class_aux_dn: 0.824844 loss_bbox_aux_dn: 0.339520 loss_giou_aux_dn: 1.032282 loss: 9.114480 eta: 27 days, 1:53:15 batch_cost: 0.8630 data_cost: 0.0286 ips: 9.2700 images/s
[08/20 08:31:39] ppdet.engine INFO: Epoch: [10] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.807368 loss_bbox: 0.130014 loss_giou: 0.549945 loss_class_aux: 2.471057 loss_bbox_aux: 0.434756 loss_giou_aux: 1.723673 loss_class_dn: 0.381654 loss_bbox_dn: 0.132634 loss_giou_dn: 0.445252 loss_class_aux_dn: 0.849387 loss_bbox_aux_dn: 0.343709 loss_giou_aux_dn: 1.065625 loss: 9.584743 eta: 27 days, 1:50:14 batch_cost: 0.6729 data_cost: 0.0786 ips: 11.8888 images/s
[08/20 08:34:15] ppdet.engine INFO: Epoch: [10] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.767588 loss_bbox: 0.138611 loss_giou: 0.603948 loss_class_aux: 2.393201 loss_bbox_aux: 0.461330 loss_giou_aux: 1.918695 loss_class_dn: 0.386813 loss_bbox_dn: 0.131097 loss_giou_dn: 0.460406 loss_class_aux_dn: 0.859781 loss_bbox_aux_dn: 0.342372 loss_giou_aux_dn: 1.121601 loss: 9.730470 eta: 27 days, 1:48:59 batch_cost: 0.7430 data_cost: 0.0240 ips: 10.7667 images/s
[08/20 08:37:02] ppdet.engine INFO: Epoch: [10] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.776762 loss_bbox: 0.131200 loss_giou: 0.556529 loss_class_aux: 2.452499 loss_bbox_aux: 0.441336 loss_giou_aux: 1.772623 loss_class_dn: 0.375300 loss_bbox_dn: 0.134549 loss_giou_dn: 0.445233 loss_class_aux_dn: 0.835160 loss_bbox_aux_dn: 0.358613 loss_giou_aux_dn: 1.077290 loss: 9.442084 eta: 27 days, 1:49:06 batch_cost: 0.7964 data_cost: 0.1006 ips: 10.0454 images/s
[08/20 08:39:42] ppdet.engine INFO: Epoch: [10] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.760706 loss_bbox: 0.135028 loss_giou: 0.576495 loss_class_aux: 2.378716 loss_bbox_aux: 0.456349 loss_giou_aux: 1.885094 loss_class_dn: 0.385116 loss_bbox_dn: 0.131523 loss_giou_dn: 0.464001 loss_class_aux_dn: 0.853607 loss_bbox_aux_dn: 0.349854 loss_giou_aux_dn: 1.112237 loss: 9.639926 eta: 27 days, 1:48:15 batch_cost: 0.7580 data_cost: 0.0389 ips: 10.5547 images/s
[08/20 08:42:18] ppdet.engine INFO: Epoch: [10] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.777633 loss_bbox: 0.128695 loss_giou: 0.543105 loss_class_aux: 2.419150 loss_bbox_aux: 0.433341 loss_giou_aux: 1.734495 loss_class_dn: 0.378445 loss_bbox_dn: 0.125804 loss_giou_dn: 0.430786 loss_class_aux_dn: 0.839423 loss_bbox_aux_dn: 0.333881 loss_giou_aux_dn: 1.035043 loss: 9.307213 eta: 27 days, 1:46:57 batch_cost: 0.7406 data_cost: 0.0605 ips: 10.8014 images/s
[08/20 08:44:38] ppdet.engine INFO: Epoch: [10] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.755486 loss_bbox: 0.133596 loss_giou: 0.549309 loss_class_aux: 2.382831 loss_bbox_aux: 0.439823 loss_giou_aux: 1.751912 loss_class_dn: 0.372013 loss_bbox_dn: 0.136520 loss_giou_dn: 0.433558 loss_class_aux_dn: 0.831076 loss_bbox_aux_dn: 0.358459 loss_giou_aux_dn: 1.063014 loss: 9.368812 eta: 27 days, 1:43:34 batch_cost: 0.6586 data_cost: 0.0008 ips: 12.1463 images/s
[08/20 08:46:48] ppdet.engine INFO: Epoch: [10] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.778651 loss_bbox: 0.134985 loss_giou: 0.574159 loss_class_aux: 2.442036 loss_bbox_aux: 0.454536 loss_giou_aux: 1.819383 loss_class_dn: 0.382907 loss_bbox_dn: 0.131562 loss_giou_dn: 0.451661 loss_class_aux_dn: 0.853116 loss_bbox_aux_dn: 0.351606 loss_giou_aux_dn: 1.102087 loss: 9.418076 eta: 27 days, 1:39:01 batch_cost: 0.6125 data_cost: 0.0179 ips: 13.0607 images/s
[08/20 08:49:08] ppdet.engine INFO: Epoch: [10] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.749517 loss_bbox: 0.131388 loss_giou: 0.548546 loss_class_aux: 2.330302 loss_bbox_aux: 0.434876 loss_giou_aux: 1.763225 loss_class_dn: 0.365842 loss_bbox_dn: 0.127746 loss_giou_dn: 0.443672 loss_class_aux_dn: 0.815298 loss_bbox_aux_dn: 0.338093 loss_giou_aux_dn: 1.054793 loss: 9.197341 eta: 27 days, 1:35:39 batch_cost: 0.6589 data_cost: 0.0083 ips: 12.1421 images/s
[08/20 08:51:31] ppdet.engine INFO: Epoch: [10] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.762806 loss_bbox: 0.134419 loss_giou: 0.544263 loss_class_aux: 2.356177 loss_bbox_aux: 0.447271 loss_giou_aux: 1.749675 loss_class_dn: 0.380423 loss_bbox_dn: 0.136428 loss_giou_dn: 0.441633 loss_class_aux_dn: 0.838381 loss_bbox_aux_dn: 0.358221 loss_giou_aux_dn: 1.059852 loss: 9.512842 eta: 27 days, 1:32:46 batch_cost: 0.6780 data_cost: 0.1466 ips: 11.7990 images/s
[08/20 08:53:38] ppdet.engine INFO: Epoch: [10] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.762087 loss_bbox: 0.125070 loss_giou: 0.489505 loss_class_aux: 2.381040 loss_bbox_aux: 0.427507 loss_giou_aux: 1.586367 loss_class_dn: 0.358195 loss_bbox_dn: 0.128973 loss_giou_dn: 0.413556 loss_class_aux_dn: 0.818535 loss_bbox_aux_dn: 0.343864 loss_giou_aux_dn: 0.994438 loss: 9.021190 eta: 27 days, 1:27:45 batch_cost: 0.5939 data_cost: 0.0067 ips: 13.4693 images/s
[08/20 08:56:20] ppdet.engine INFO: Epoch: [10] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.797650 loss_bbox: 0.137675 loss_giou: 0.559359 loss_class_aux: 2.446023 loss_bbox_aux: 0.470917 loss_giou_aux: 1.779706 loss_class_dn: 0.375088 loss_bbox_dn: 0.139106 loss_giou_dn: 0.446331 loss_class_aux_dn: 0.835414 loss_bbox_aux_dn: 0.367232 loss_giou_aux_dn: 1.070204 loss: 9.505358 eta: 27 days, 1:27:10 batch_cost: 0.7690 data_cost: 0.0057 ips: 10.4029 images/s
[08/20 08:58:44] ppdet.engine INFO: Epoch: [10] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.753516 loss_bbox: 0.132762 loss_giou: 0.553589 loss_class_aux: 2.362336 loss_bbox_aux: 0.446110 loss_giou_aux: 1.766447 loss_class_dn: 0.369122 loss_bbox_dn: 0.130221 loss_giou_dn: 0.440390 loss_class_aux_dn: 0.814939 loss_bbox_aux_dn: 0.338281 loss_giou_aux_dn: 1.074725 loss: 9.246302 eta: 27 days, 1:24:22 batch_cost: 0.6811 data_cost: 0.0285 ips: 11.7460 images/s
[08/20 09:00:56] ppdet.engine INFO: Epoch: [10] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.782504 loss_bbox: 0.139855 loss_giou: 0.575939 loss_class_aux: 2.434129 loss_bbox_aux: 0.477385 loss_giou_aux: 1.854008 loss_class_dn: 0.383450 loss_bbox_dn: 0.133511 loss_giou_dn: 0.445462 loss_class_aux_dn: 0.850720 loss_bbox_aux_dn: 0.351221 loss_giou_aux_dn: 1.077233 loss: 9.606807 eta: 27 days, 1:20:02 batch_cost: 0.6206 data_cost: 0.0171 ips: 12.8917 images/s
[08/20 09:03:49] ppdet.engine INFO: Epoch: [10] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.771293 loss_bbox: 0.137963 loss_giou: 0.554544 loss_class_aux: 2.450890 loss_bbox_aux: 0.472674 loss_giou_aux: 1.753351 loss_class_dn: 0.383937 loss_bbox_dn: 0.133894 loss_giou_dn: 0.441758 loss_class_aux_dn: 0.859031 loss_bbox_aux_dn: 0.352059 loss_giou_aux_dn: 1.060335 loss: 9.590333 eta: 27 days, 1:20:48 batch_cost: 0.8229 data_cost: 0.0984 ips: 9.7216 images/s
[08/20 09:06:13] ppdet.engine INFO: Epoch: [10] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.746091 loss_bbox: 0.130062 loss_giou: 0.506767 loss_class_aux: 2.344376 loss_bbox_aux: 0.441503 loss_giou_aux: 1.610904 loss_class_dn: 0.354725 loss_bbox_dn: 0.127139 loss_giou_dn: 0.414170 loss_class_aux_dn: 0.802500 loss_bbox_aux_dn: 0.341832 loss_giou_aux_dn: 0.996963 loss: 9.099000 eta: 27 days, 1:17:56 batch_cost: 0.6784 data_cost: 0.0346 ips: 11.7932 images/s
[08/20 09:08:46] ppdet.engine INFO: Epoch: [10] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.734635 loss_bbox: 0.136613 loss_giou: 0.566396 loss_class_aux: 2.295129 loss_bbox_aux: 0.455519 loss_giou_aux: 1.842557 loss_class_dn: 0.372386 loss_bbox_dn: 0.130439 loss_giou_dn: 0.443576 loss_class_aux_dn: 0.832524 loss_bbox_aux_dn: 0.342730 loss_giou_aux_dn: 1.073734 loss: 9.329494 eta: 27 days, 1:16:21 batch_cost: 0.7297 data_cost: 0.0475 ips: 10.9627 images/s
[08/20 09:11:18] ppdet.engine INFO: Epoch: [10] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.756263 loss_bbox: 0.135722 loss_giou: 0.533714 loss_class_aux: 2.350232 loss_bbox_aux: 0.455244 loss_giou_aux: 1.723701 loss_class_dn: 0.381539 loss_bbox_dn: 0.135770 loss_giou_dn: 0.432844 loss_class_aux_dn: 0.849236 loss_bbox_aux_dn: 0.363420 loss_giou_aux_dn: 1.043374 loss: 9.435562 eta: 27 days, 1:14:33 batch_cost: 0.7206 data_cost: 0.0644 ips: 11.1012 images/s
[08/20 09:14:04] ppdet.engine INFO: Epoch: [10] [10000/54024] learning_rate: 0.000100 loss_class: 0.769661 loss_bbox: 0.134338 loss_giou: 0.586064 loss_class_aux: 2.412215 loss_bbox_aux: 0.450531 loss_giou_aux: 1.868030 loss_class_dn: 0.387589 loss_bbox_dn: 0.128586 loss_giou_dn: 0.455047 loss_class_aux_dn: 0.863168 loss_bbox_aux_dn: 0.343104 loss_giou_aux_dn: 1.087169 loss: 9.572744 eta: 27 days, 1:14:27 batch_cost: 0.7888 data_cost: 0.0362 ips: 10.1418 images/s
[08/20 09:16:43] ppdet.engine INFO: Epoch: [10] [10200/54024] learning_rate: 0.000100 loss_class: 0.765592 loss_bbox: 0.132194 loss_giou: 0.542857 loss_class_aux: 2.404743 loss_bbox_aux: 0.441567 loss_giou_aux: 1.741597 loss_class_dn: 0.374668 loss_bbox_dn: 0.132187 loss_giou_dn: 0.433794 loss_class_aux_dn: 0.838605 loss_bbox_aux_dn: 0.355414 loss_giou_aux_dn: 1.065579 loss: 9.490113 eta: 27 days, 1:13:29 batch_cost: 0.7539 data_cost: 0.0377 ips: 10.6117 images/s
[08/20 09:19:00] ppdet.engine INFO: Epoch: [10] [10400/54024] learning_rate: 0.000100 loss_class: 0.760797 loss_bbox: 0.134844 loss_giou: 0.553507 loss_class_aux: 2.347540 loss_bbox_aux: 0.453998 loss_giou_aux: 1.774862 loss_class_dn: 0.373894 loss_bbox_dn: 0.131832 loss_giou_dn: 0.448851 loss_class_aux_dn: 0.848520 loss_bbox_aux_dn: 0.338836 loss_giou_aux_dn: 1.063304 loss: 9.289117 eta: 27 days, 1:09:42 batch_cost: 0.6427 data_cost: 0.0533 ips: 12.4471 images/s
[08/20 09:21:50] ppdet.engine INFO: Epoch: [10] [10600/54024] learning_rate: 0.000100 loss_class: 0.756094 loss_bbox: 0.136519 loss_giou: 0.542041 loss_class_aux: 2.360014 loss_bbox_aux: 0.452413 loss_giou_aux: 1.747832 loss_class_dn: 0.377714 loss_bbox_dn: 0.129918 loss_giou_dn: 0.421119 loss_class_aux_dn: 0.843954 loss_bbox_aux_dn: 0.342628 loss_giou_aux_dn: 1.015577 loss: 9.270930 eta: 27 days, 1:10:11 batch_cost: 0.8117 data_cost: 0.0334 ips: 9.8558 images/s
[08/20 09:24:01] ppdet.engine INFO: Epoch: [10] [10800/54024] learning_rate: 0.000100 loss_class: 0.750686 loss_bbox: 0.129244 loss_giou: 0.544605 loss_class_aux: 2.393507 loss_bbox_aux: 0.443782 loss_giou_aux: 1.767197 loss_class_dn: 0.372533 loss_bbox_dn: 0.135662 loss_giou_dn: 0.437143 loss_class_aux_dn: 0.833437 loss_bbox_aux_dn: 0.356899 loss_giou_aux_dn: 1.049051 loss: 9.232706 eta: 27 days, 1:05:45 batch_cost: 0.6165 data_cost: 0.0549 ips: 12.9772 images/s
[08/20 09:26:39] ppdet.engine INFO: Epoch: [10] [11000/54024] learning_rate: 0.000100 loss_class: 0.756767 loss_bbox: 0.131425 loss_giou: 0.569803 loss_class_aux: 2.325184 loss_bbox_aux: 0.440688 loss_giou_aux: 1.817481 loss_class_dn: 0.365077 loss_bbox_dn: 0.133589 loss_giou_dn: 0.444234 loss_class_aux_dn: 0.815345 loss_bbox_aux_dn: 0.357088 loss_giou_aux_dn: 1.068191 loss: 9.268353 eta: 27 days, 1:04:42 batch_cost: 0.7511 data_cost: 0.0529 ips: 10.6513 images/s
[08/20 09:28:56] ppdet.engine INFO: Epoch: [10] [11200/54024] learning_rate: 0.000100 loss_class: 0.763621 loss_bbox: 0.132989 loss_giou: 0.540580 loss_class_aux: 2.413009 loss_bbox_aux: 0.447112 loss_giou_aux: 1.715093 loss_class_dn: 0.373354 loss_bbox_dn: 0.132707 loss_giou_dn: 0.431425 loss_class_aux_dn: 0.822729 loss_bbox_aux_dn: 0.353668 loss_giou_aux_dn: 1.054981 loss: 9.535779 eta: 27 days, 1:01:00 batch_cost: 0.6453 data_cost: 0.0012 ips: 12.3966 images/s
[08/20 09:31:14] ppdet.engine INFO: Epoch: [10] [11400/54024] learning_rate: 0.000100 loss_class: 0.774247 loss_bbox: 0.134468 loss_giou: 0.576278 loss_class_aux: 2.388235 loss_bbox_aux: 0.447765 loss_giou_aux: 1.882640 loss_class_dn: 0.386932 loss_bbox_dn: 0.134979 loss_giou_dn: 0.465466 loss_class_aux_dn: 0.876864 loss_bbox_aux_dn: 0.353436 loss_giou_aux_dn: 1.116746 loss: 9.766192 eta: 27 days, 0:57:27 batch_cost: 0.6512 data_cost: 0.0200 ips: 12.2853 images/s
[08/20 09:33:25] ppdet.engine INFO: Epoch: [10] [11600/54024] learning_rate: 0.000100 loss_class: 0.772443 loss_bbox: 0.135778 loss_giou: 0.550405 loss_class_aux: 2.416559 loss_bbox_aux: 0.458829 loss_giou_aux: 1.758791 loss_class_dn: 0.385525 loss_bbox_dn: 0.129754 loss_giou_dn: 0.443569 loss_class_aux_dn: 0.856591 loss_bbox_aux_dn: 0.349356 loss_giou_aux_dn: 1.087280 loss: 9.577099 eta: 27 days, 0:53:02 batch_cost: 0.6169 data_cost: 0.0454 ips: 12.9672 images/s
[08/20 09:35:43] ppdet.engine INFO: Epoch: [10] [11800/54024] learning_rate: 0.000100 loss_class: 0.776553 loss_bbox: 0.134530 loss_giou: 0.542377 loss_class_aux: 2.384429 loss_bbox_aux: 0.450997 loss_giou_aux: 1.761994 loss_class_dn: 0.374412 loss_bbox_dn: 0.128014 loss_giou_dn: 0.433930 loss_class_aux_dn: 0.845922 loss_bbox_aux_dn: 0.336235 loss_giou_aux_dn: 1.046694 loss: 9.461530 eta: 27 days, 0:49:30 batch_cost: 0.6517 data_cost: 0.0141 ips: 12.2751 images/s
[08/20 09:38:14] ppdet.engine INFO: Epoch: [10] [12000/54024] learning_rate: 0.000100 loss_class: 0.753607 loss_bbox: 0.129941 loss_giou: 0.554557 loss_class_aux: 2.358114 loss_bbox_aux: 0.442592 loss_giou_aux: 1.767794 loss_class_dn: 0.374045 loss_bbox_dn: 0.130673 loss_giou_dn: 0.439702 loss_class_aux_dn: 0.838339 loss_bbox_aux_dn: 0.340682 loss_giou_aux_dn: 1.071177 loss: 9.377219 eta: 27 days, 0:47:29 batch_cost: 0.7128 data_cost: 0.0113 ips: 11.2236 images/s
[08/20 09:40:52] ppdet.engine INFO: Epoch: [10] [12200/54024] learning_rate: 0.000100 loss_class: 0.772591 loss_bbox: 0.130604 loss_giou: 0.554208 loss_class_aux: 2.441288 loss_bbox_aux: 0.435984 loss_giou_aux: 1.773070 loss_class_dn: 0.378204 loss_bbox_dn: 0.131060 loss_giou_dn: 0.434856 loss_class_aux_dn: 0.851893 loss_bbox_aux_dn: 0.338340 loss_giou_aux_dn: 1.048217 loss: 9.343903 eta: 27 days, 0:46:26 batch_cost: 0.7505 data_cost: 0.0830 ips: 10.6596 images/s
[08/20 09:43:15] ppdet.engine INFO: Epoch: [10] [12400/54024] learning_rate: 0.000100 loss_class: 0.776885 loss_bbox: 0.134965 loss_giou: 0.545772 loss_class_aux: 2.434804 loss_bbox_aux: 0.446478 loss_giou_aux: 1.729132 loss_class_dn: 0.377289 loss_bbox_dn: 0.122943 loss_giou_dn: 0.435382 loss_class_aux_dn: 0.840421 loss_bbox_aux_dn: 0.326810 loss_giou_aux_dn: 1.042562 loss: 9.111542 eta: 27 days, 0:43:25 batch_cost: 0.6725 data_cost: 0.0149 ips: 11.8953 images/s
[08/20 09:45:31] ppdet.engine INFO: Epoch: [10] [12600/54024] learning_rate: 0.000100 loss_class: 0.745794 loss_bbox: 0.126342 loss_giou: 0.512037 loss_class_aux: 2.346259 loss_bbox_aux: 0.421491 loss_giou_aux: 1.629471 loss_class_dn: 0.361460 loss_bbox_dn: 0.126782 loss_giou_dn: 0.415857 loss_class_aux_dn: 0.815980 loss_bbox_aux_dn: 0.334909 loss_giou_aux_dn: 1.017323 loss: 9.011517 eta: 27 days, 0:39:41 batch_cost: 0.6438 data_cost: 0.0139 ips: 12.4266 images/s
[08/20 09:48:01] ppdet.engine INFO: Epoch: [10] [12800/54024] learning_rate: 0.000100 loss_class: 0.780538 loss_bbox: 0.133680 loss_giou: 0.591347 loss_class_aux: 2.398956 loss_bbox_aux: 0.444218 loss_giou_aux: 1.899138 loss_class_dn: 0.391893 loss_bbox_dn: 0.127126 loss_giou_dn: 0.465296 loss_class_aux_dn: 0.871696 loss_bbox_aux_dn: 0.323565 loss_giou_aux_dn: 1.136073 loss: 9.787388 eta: 27 days, 0:37:33 batch_cost: 0.7082 data_cost: 0.0700 ips: 11.2960 images/s
[08/20 09:50:18] ppdet.engine INFO: Epoch: [10] [13000/54024] learning_rate: 0.000100 loss_class: 0.745206 loss_bbox: 0.131275 loss_giou: 0.533502 loss_class_aux: 2.290038 loss_bbox_aux: 0.450998 loss_giou_aux: 1.697219 loss_class_dn: 0.365201 loss_bbox_dn: 0.125412 loss_giou_dn: 0.409840 loss_class_aux_dn: 0.804067 loss_bbox_aux_dn: 0.333410 loss_giou_aux_dn: 1.002939 loss: 9.020817 eta: 27 days, 0:33:54 batch_cost: 0.6467 data_cost: 0.0404 ips: 12.3701 images/s
[08/20 09:52:47] ppdet.engine INFO: Epoch: [10] [13200/54024] learning_rate: 0.000100 loss_class: 0.763259 loss_bbox: 0.135318 loss_giou: 0.550763 loss_class_aux: 2.404337 loss_bbox_aux: 0.451625 loss_giou_aux: 1.772233 loss_class_dn: 0.374788 loss_bbox_dn: 0.133142 loss_giou_dn: 0.443021 loss_class_aux_dn: 0.840481 loss_bbox_aux_dn: 0.363075 loss_giou_aux_dn: 1.051155 loss: 9.503814 eta: 27 days, 0:31:44 batch_cost: 0.7070 data_cost: 0.0074 ips: 11.3158 images/s
[08/20 09:55:16] ppdet.engine INFO: Epoch: [10] [13400/54024] learning_rate: 0.000100 loss_class: 0.733631 loss_bbox: 0.131331 loss_giou: 0.550743 loss_class_aux: 2.289267 loss_bbox_aux: 0.441918 loss_giou_aux: 1.727840 loss_class_dn: 0.360024 loss_bbox_dn: 0.128167 loss_giou_dn: 0.418161 loss_class_aux_dn: 0.808411 loss_bbox_aux_dn: 0.338223 loss_giou_aux_dn: 1.006571 loss: 8.945676 eta: 27 days, 0:29:33 batch_cost: 0.7058 data_cost: 0.0483 ips: 11.3352 images/s
[08/20 09:57:36] ppdet.engine INFO: Epoch: [10] [13600/54024] learning_rate: 0.000100 loss_class: 0.756683 loss_bbox: 0.127783 loss_giou: 0.550068 loss_class_aux: 2.361511 loss_bbox_aux: 0.427607 loss_giou_aux: 1.762409 loss_class_dn: 0.375550 loss_bbox_dn: 0.133584 loss_giou_dn: 0.446980 loss_class_aux_dn: 0.839105 loss_bbox_aux_dn: 0.357532 loss_giou_aux_dn: 1.079624 loss: 9.277820 eta: 27 days, 0:26:14 batch_cost: 0.6597 data_cost: 0.0425 ips: 12.1259 images/s
[08/20 10:00:24] ppdet.engine INFO: Epoch: [10] [13800/54024] learning_rate: 0.000100 loss_class: 0.752948 loss_bbox: 0.133808 loss_giou: 0.550763 loss_class_aux: 2.316147 loss_bbox_aux: 0.451983 loss_giou_aux: 1.743430 loss_class_dn: 0.367101 loss_bbox_dn: 0.126854 loss_giou_dn: 0.430476 loss_class_aux_dn: 0.821633 loss_bbox_aux_dn: 0.340119 loss_giou_aux_dn: 1.035374 loss: 9.193172 eta: 27 days, 0:26:24 batch_cost: 0.8004 data_cost: 0.0279 ips: 9.9944 images/s
[08/20 10:02:49] ppdet.engine INFO: Epoch: [10] [14000/54024] learning_rate: 0.000100 loss_class: 0.738283 loss_bbox: 0.133796 loss_giou: 0.542149 loss_class_aux: 2.313297 loss_bbox_aux: 0.451816 loss_giou_aux: 1.732200 loss_class_dn: 0.363791 loss_bbox_dn: 0.134733 loss_giou_dn: 0.431394 loss_class_aux_dn: 0.821177 loss_bbox_aux_dn: 0.345911 loss_giou_aux_dn: 1.046720 loss: 9.111332 eta: 27 days, 0:23:46 batch_cost: 0.6874 data_cost: 0.0100 ips: 11.6388 images/s
[08/20 10:05:07] ppdet.engine INFO: Epoch: [10] [14200/54024] learning_rate: 0.000100 loss_class: 0.720318 loss_bbox: 0.130922 loss_giou: 0.551931 loss_class_aux: 2.263579 loss_bbox_aux: 0.429699 loss_giou_aux: 1.747499 loss_class_dn: 0.355596 loss_bbox_dn: 0.127101 loss_giou_dn: 0.430402 loss_class_aux_dn: 0.803628 loss_bbox_aux_dn: 0.331839 loss_giou_aux_dn: 1.034058 loss: 9.021927 eta: 27 days, 0:20:05 batch_cost: 0.6460 data_cost: 0.0043 ips: 12.3843 images/s
[08/20 10:07:18] ppdet.engine INFO: Epoch: [10] [14400/54024] learning_rate: 0.000100 loss_class: 0.767467 loss_bbox: 0.135951 loss_giou: 0.594309 loss_class_aux: 2.415530 loss_bbox_aux: 0.451320 loss_giou_aux: 1.884284 loss_class_dn: 0.389318 loss_bbox_dn: 0.132338 loss_giou_dn: 0.466514 loss_class_aux_dn: 0.854092 loss_bbox_aux_dn: 0.358020 loss_giou_aux_dn: 1.116603 loss: 9.706252 eta: 27 days, 0:15:41 batch_cost: 0.6164 data_cost: 0.0060 ips: 12.9781 images/s
[08/20 10:09:29] ppdet.engine INFO: Epoch: [10] [14600/54024] learning_rate: 0.000100 loss_class: 0.742474 loss_bbox: 0.127871 loss_giou: 0.544588 loss_class_aux: 2.325172 loss_bbox_aux: 0.426731 loss_giou_aux: 1.726680 loss_class_dn: 0.368807 loss_bbox_dn: 0.123013 loss_giou_dn: 0.426161 loss_class_aux_dn: 0.819197 loss_bbox_aux_dn: 0.333566 loss_giou_aux_dn: 1.036021 loss: 9.245601 eta: 27 days, 0:11:20 batch_cost: 0.6188 data_cost: 0.0039 ips: 12.9283 images/s
[08/20 10:12:04] ppdet.engine INFO: Epoch: [10] [14800/54024] learning_rate: 0.000100 loss_class: 0.751166 loss_bbox: 0.127288 loss_giou: 0.536904 loss_class_aux: 2.355996 loss_bbox_aux: 0.429342 loss_giou_aux: 1.720640 loss_class_dn: 0.365810 loss_bbox_dn: 0.128457 loss_giou_dn: 0.428003 loss_class_aux_dn: 0.810310 loss_bbox_aux_dn: 0.340993 loss_giou_aux_dn: 1.024216 loss: 9.070694 eta: 27 days, 0:09:52 batch_cost: 0.7346 data_cost: 0.0567 ips: 10.8906 images/s
[08/20 10:14:27] ppdet.engine INFO: Epoch: [10] [15000/54024] learning_rate: 0.000100 loss_class: 0.742177 loss_bbox: 0.127818 loss_giou: 0.562371 loss_class_aux: 2.315849 loss_bbox_aux: 0.433204 loss_giou_aux: 1.791312 loss_class_dn: 0.375499 loss_bbox_dn: 0.124652 loss_giou_dn: 0.440735 loss_class_aux_dn: 0.837386 loss_bbox_aux_dn: 0.337542 loss_giou_aux_dn: 1.045652 loss: 9.212630 eta: 27 days, 0:06:59 batch_cost: 0.6774 data_cost: 0.0246 ips: 11.8106 images/s
[08/20 10:17:19] ppdet.engine INFO: Epoch: [10] [15200/54024] learning_rate: 0.000100 loss_class: 0.788610 loss_bbox: 0.140620 loss_giou: 0.597356 loss_class_aux: 2.458101 loss_bbox_aux: 0.470045 loss_giou_aux: 1.896829 loss_class_dn: 0.392480 loss_bbox_dn: 0.135984 loss_giou_dn: 0.474832 loss_class_aux_dn: 0.870524 loss_bbox_aux_dn: 0.350139 loss_giou_aux_dn: 1.147446 loss: 9.704640 eta: 27 days, 0:07:34 batch_cost: 0.8171 data_cost: 0.0327 ips: 9.7904 images/s
[08/20 10:19:38] ppdet.engine INFO: Epoch: [10] [15400/54024] learning_rate: 0.000100 loss_class: 0.745959 loss_bbox: 0.132281 loss_giou: 0.560115 loss_class_aux: 2.340265 loss_bbox_aux: 0.448574 loss_giou_aux: 1.766329 loss_class_dn: 0.367312 loss_bbox_dn: 0.132042 loss_giou_dn: 0.438980 loss_class_aux_dn: 0.831079 loss_bbox_aux_dn: 0.350612 loss_giou_aux_dn: 1.062300 loss: 9.386781 eta: 27 days, 0:04:12 batch_cost: 0.6580 data_cost: 0.0453 ips: 12.1581 images/s
[08/20 10:22:15] ppdet.engine INFO: Epoch: [10] [15600/54024] learning_rate: 0.000100 loss_class: 0.754458 loss_bbox: 0.137624 loss_giou: 0.572182 loss_class_aux: 2.388337 loss_bbox_aux: 0.468108 loss_giou_aux: 1.864195 loss_class_dn: 0.385307 loss_bbox_dn: 0.130436 loss_giou_dn: 0.456724 loss_class_aux_dn: 0.866012 loss_bbox_aux_dn: 0.345892 loss_giou_aux_dn: 1.102507 loss: 9.559966 eta: 27 days, 0:03:05 batch_cost: 0.7493 data_cost: 0.0047 ips: 10.6763 images/s
[08/20 10:24:44] ppdet.engine INFO: Epoch: [10] [15800/54024] learning_rate: 0.000100 loss_class: 0.742877 loss_bbox: 0.127826 loss_giou: 0.544700 loss_class_aux: 2.325332 loss_bbox_aux: 0.438416 loss_giou_aux: 1.730843 loss_class_dn: 0.365538 loss_bbox_dn: 0.124481 loss_giou_dn: 0.430417 loss_class_aux_dn: 0.813248 loss_bbox_aux_dn: 0.330568 loss_giou_aux_dn: 1.048764 loss: 9.193800 eta: 27 days, 0:00:49 batch_cost: 0.7024 data_cost: 0.0318 ips: 11.3890 images/s
[08/20 10:27:06] ppdet.engine INFO: Epoch: [10] [16000/54024] learning_rate: 0.000100 loss_class: 0.769894 loss_bbox: 0.128583 loss_giou: 0.555310 loss_class_aux: 2.391788 loss_bbox_aux: 0.440728 loss_giou_aux: 1.797546 loss_class_dn: 0.376605 loss_bbox_dn: 0.129780 loss_giou_dn: 0.440624 loss_class_aux_dn: 0.859215 loss_bbox_aux_dn: 0.336396 loss_giou_aux_dn: 1.060360 loss: 9.389911 eta: 26 days, 23:57:46 batch_cost: 0.6709 data_cost: 0.0266 ips: 11.9249 images/s
[08/20 10:29:41] ppdet.data.transform.operators WARNING: The actual image height: 1024 is not equal to the height: 768.0 in annotation, and update sample['h'] by actual image height.
[08/20 10:29:41] ppdet.data.transform.operators WARNING: The actual image width: 768 is not equal to the width: 1024.0 in annotation, and update sample['w'] by actual image width.
[08/20 10:29:49] ppdet.engine INFO: Epoch: [10] [16200/54024] learning_rate: 0.000100 loss_class: 0.769235 loss_bbox: 0.134401 loss_giou: 0.584253 loss_class_aux: 2.391964 loss_bbox_aux: 0.463256 loss_giou_aux: 1.837638 loss_class_dn: 0.382356 loss_bbox_dn: 0.131258 loss_giou_dn: 0.458405 loss_class_aux_dn: 0.848235 loss_bbox_aux_dn: 0.342722 loss_giou_aux_dn: 1.082404 loss: 9.564587 eta: 26 days, 23:57:19 batch_cost: 0.7756 data_cost: 0.0494 ips: 10.3145 images/s
[08/20 10:32:09] ppdet.engine INFO: Epoch: [10] [16400/54024] learning_rate: 0.000100 loss_class: 0.768490 loss_bbox: 0.135367 loss_giou: 0.574680 loss_class_aux: 2.379836 loss_bbox_aux: 0.445569 loss_giou_aux: 1.802767 loss_class_dn: 0.379287 loss_bbox_dn: 0.127695 loss_giou_dn: 0.455848 loss_class_aux_dn: 0.845340 loss_bbox_aux_dn: 0.337716 loss_giou_aux_dn: 1.075845 loss: 9.383529 eta: 26 days, 23:53:57 batch_cost: 0.6580 data_cost: 0.0524 ips: 12.1588 images/s
[08/20 10:35:08] ppdet.engine INFO: Epoch: [10] [16600/54024] learning_rate: 0.000100 loss_class: 0.763653 loss_bbox: 0.128192 loss_giou: 0.591748 loss_class_aux: 2.389646 loss_bbox_aux: 0.435962 loss_giou_aux: 1.862396 loss_class_dn: 0.388487 loss_bbox_dn: 0.124215 loss_giou_dn: 0.461925 loss_class_aux_dn: 0.853786 loss_bbox_aux_dn: 0.329201 loss_giou_aux_dn: 1.106056 loss: 9.601391 eta: 26 days, 23:55:24 batch_cost: 0.8525 data_cost: 0.0882 ips: 9.3840 images/s
[08/20 10:37:26] ppdet.engine INFO: Epoch: [10] [16800/54024] learning_rate: 0.000100 loss_class: 0.757452 loss_bbox: 0.133270 loss_giou: 0.578639 loss_class_aux: 2.355275 loss_bbox_aux: 0.434353 loss_giou_aux: 1.884298 loss_class_dn: 0.382980 loss_bbox_dn: 0.129182 loss_giou_dn: 0.454855 loss_class_aux_dn: 0.865860 loss_bbox_aux_dn: 0.337029 loss_giou_aux_dn: 1.108835 loss: 9.602865 eta: 26 days, 23:51:58 batch_cost: 0.6553 data_cost: 0.0590 ips: 12.2087 images/s
[08/20 10:40:00] ppdet.engine INFO: Epoch: [10] [17000/54024] learning_rate: 0.000100 loss_class: 0.723174 loss_bbox: 0.131048 loss_giou: 0.535823 loss_class_aux: 2.259762 loss_bbox_aux: 0.438643 loss_giou_aux: 1.707262 loss_class_dn: 0.367181 loss_bbox_dn: 0.127792 loss_giou_dn: 0.420224 loss_class_aux_dn: 0.812892 loss_bbox_aux_dn: 0.333571 loss_giou_aux_dn: 1.025412 loss: 9.072498 eta: 26 days, 23:50:15 batch_cost: 0.7250 data_cost: 0.0009 ips: 11.0350 images/s
[08/20 10:42:38] ppdet.engine INFO: Epoch: [10] [17200/54024] learning_rate: 0.000100 loss_class: 0.719926 loss_bbox: 0.121454 loss_giou: 0.540331 loss_class_aux: 2.275832 loss_bbox_aux: 0.421481 loss_giou_aux: 1.771571 loss_class_dn: 0.355010 loss_bbox_dn: 0.125099 loss_giou_dn: 0.427007 loss_class_aux_dn: 0.799856 loss_bbox_aux_dn: 0.332906 loss_giou_aux_dn: 1.034057 loss: 8.940538 eta: 26 days, 23:49:12 batch_cost: 0.7520 data_cost: 0.0686 ips: 10.6389 images/s
[08/20 10:45:06] ppdet.engine INFO: Epoch: [10] [17400/54024] learning_rate: 0.000100 loss_class: 0.755348 loss_bbox: 0.128692 loss_giou: 0.562115 loss_class_aux: 2.372806 loss_bbox_aux: 0.420950 loss_giou_aux: 1.799816 loss_class_dn: 0.372125 loss_bbox_dn: 0.124504 loss_giou_dn: 0.445540 loss_class_aux_dn: 0.826810 loss_bbox_aux_dn: 0.328734 loss_giou_aux_dn: 1.069129 loss: 9.188730 eta: 26 days, 23:46:52 batch_cost: 0.6992 data_cost: 0.0184 ips: 11.4411 images/s
[08/20 10:47:23] ppdet.engine INFO: Epoch: [10] [17600/54024] learning_rate: 0.000100 loss_class: 0.747960 loss_bbox: 0.136265 loss_giou: 0.521957 loss_class_aux: 2.354141 loss_bbox_aux: 0.454081 loss_giou_aux: 1.647425 loss_class_dn: 0.361524 loss_bbox_dn: 0.131799 loss_giou_dn: 0.414057 loss_class_aux_dn: 0.812909 loss_bbox_aux_dn: 0.347980 loss_giou_aux_dn: 1.010217 loss: 9.058383 eta: 26 days, 23:43:09 batch_cost: 0.6444 data_cost: 0.0214 ips: 12.4147 images/s
[08/20 10:49:22] ppdet.data.transform.operators WARNING: The actual image height: 2048 is not equal to the height: 2196.0 in annotation, and update sample['h'] by actual image height.
[08/20 10:49:22] ppdet.data.transform.operators WARNING: The actual image width: 2196 is not equal to the width: 2048.0 in annotation, and update sample['w'] by actual image width.
[08/20 10:49:40] ppdet.engine INFO: Epoch: [10] [17800/54024] learning_rate: 0.000100 loss_class: 0.753925 loss_bbox: 0.134849 loss_giou: 0.603377 loss_class_aux: 2.353518 loss_bbox_aux: 0.448809 loss_giou_aux: 1.945631 loss_class_dn: 0.391210 loss_bbox_dn: 0.132465 loss_giou_dn: 0.487427 loss_class_aux_dn: 0.854063 loss_bbox_aux_dn: 0.342442 loss_giou_aux_dn: 1.162851 loss: 9.979045 eta: 26 days, 23:39:25 batch_cost: 0.6430 data_cost: 0.0162 ips: 12.4416 images/s
[08/20 10:52:22] ppdet.engine INFO: Epoch: [10] [18000/54024] learning_rate: 0.000100 loss_class: 0.719193 loss_bbox: 0.128822 loss_giou: 0.530108 loss_class_aux: 2.252571 loss_bbox_aux: 0.437248 loss_giou_aux: 1.682029 loss_class_dn: 0.356156 loss_bbox_dn: 0.127506 loss_giou_dn: 0.412424 loss_class_aux_dn: 0.794799 loss_bbox_aux_dn: 0.335126 loss_giou_aux_dn: 1.001329 loss: 8.799062 eta: 26 days, 23:38:47 batch_cost: 0.7684 data_cost: 0.1343 ips: 10.4111 images/s
[08/20 10:54:37] ppdet.engine INFO: Epoch: [10] [18200/54024] learning_rate: 0.000100 loss_class: 0.761750 loss_bbox: 0.134904 loss_giou: 0.532447 loss_class_aux: 2.373631 loss_bbox_aux: 0.454483 loss_giou_aux: 1.728142 loss_class_dn: 0.371984 loss_bbox_dn: 0.131519 loss_giou_dn: 0.443798 loss_class_aux_dn: 0.826536 loss_bbox_aux_dn: 0.347914 loss_giou_aux_dn: 1.076604 loss: 9.280243 eta: 26 days, 23:34:54 batch_cost: 0.6371 data_cost: 0.0280 ips: 12.5578 images/s
[08/20 10:57:00] ppdet.engine INFO: Epoch: [10] [18400/54024] learning_rate: 0.000100 loss_class: 0.782389 loss_bbox: 0.138250 loss_giou: 0.584789 loss_class_aux: 2.433406 loss_bbox_aux: 0.464966 loss_giou_aux: 1.831845 loss_class_dn: 0.386783 loss_bbox_dn: 0.124090 loss_giou_dn: 0.458981 loss_class_aux_dn: 0.856789 loss_bbox_aux_dn: 0.329586 loss_giou_aux_dn: 1.115489 loss: 9.695693 eta: 26 days, 23:31:59 batch_cost: 0.6764 data_cost: 0.0035 ips: 11.8268 images/s
[08/20 10:59:27] ppdet.engine INFO: Epoch: [10] [18600/54024] learning_rate: 0.000100 loss_class: 0.739855 loss_bbox: 0.125777 loss_giou: 0.556916 loss_class_aux: 2.297596 loss_bbox_aux: 0.425245 loss_giou_aux: 1.756000 loss_class_dn: 0.362078 loss_bbox_dn: 0.126904 loss_giou_dn: 0.436868 loss_class_aux_dn: 0.808177 loss_bbox_aux_dn: 0.335102 loss_giou_aux_dn: 1.054622 loss: 8.959435 eta: 26 days, 23:29:35 batch_cost: 0.6969 data_cost: 0.0720 ips: 11.4789 images/s
[08/20 11:01:43] ppdet.engine INFO: Epoch: [10] [18800/54024] learning_rate: 0.000100 loss_class: 0.749357 loss_bbox: 0.133946 loss_giou: 0.603362 loss_class_aux: 2.349684 loss_bbox_aux: 0.446220 loss_giou_aux: 1.897935 loss_class_dn: 0.386534 loss_bbox_dn: 0.130168 loss_giou_dn: 0.467277 loss_class_aux_dn: 0.848261 loss_bbox_aux_dn: 0.338071 loss_giou_aux_dn: 1.122925 loss: 9.567679 eta: 26 days, 23:25:47 batch_cost: 0.6401 data_cost: 0.0019 ips: 12.4983 images/s
[08/20 11:04:12] ppdet.engine INFO: Epoch: [10] [19000/54024] learning_rate: 0.000100 loss_class: 0.714090 loss_bbox: 0.128365 loss_giou: 0.546423 loss_class_aux: 2.252963 loss_bbox_aux: 0.433850 loss_giou_aux: 1.706479 loss_class_dn: 0.362613 loss_bbox_dn: 0.127517 loss_giou_dn: 0.423338 loss_class_aux_dn: 0.810495 loss_bbox_aux_dn: 0.336241 loss_giou_aux_dn: 1.022431 loss: 9.044912 eta: 26 days, 23:23:39 batch_cost: 0.7079 data_cost: 0.0025 ips: 11.3004 images/s
[08/20 11:06:55] ppdet.engine INFO: Epoch: [10] [19200/54024] learning_rate: 0.000100 loss_class: 0.759817 loss_bbox: 0.132680 loss_giou: 0.550730 loss_class_aux: 2.401302 loss_bbox_aux: 0.444905 loss_giou_aux: 1.736969 loss_class_dn: 0.377221 loss_bbox_dn: 0.127381 loss_giou_dn: 0.428781 loss_class_aux_dn: 0.834308 loss_bbox_aux_dn: 0.334313 loss_giou_aux_dn: 1.042151 loss: 9.204381 eta: 26 days, 23:23:08 batch_cost: 0.7734 data_cost: 0.0202 ips: 10.3444 images/s
[08/20 11:09:25] ppdet.engine INFO: Epoch: [10] [19400/54024] learning_rate: 0.000100 loss_class: 0.738165 loss_bbox: 0.130460 loss_giou: 0.546593 loss_class_aux: 2.305303 loss_bbox_aux: 0.441780 loss_giou_aux: 1.758707 loss_class_dn: 0.379074 loss_bbox_dn: 0.129088 loss_giou_dn: 0.433630 loss_class_aux_dn: 0.838346 loss_bbox_aux_dn: 0.339362 loss_giou_aux_dn: 1.072559 loss: 9.424017 eta: 26 days, 23:21:04 batch_cost: 0.7108 data_cost: 0.0801 ips: 11.2553 images/s
[08/20 11:12:10] ppdet.engine INFO: Epoch: [10] [19600/54024] learning_rate: 0.000100 loss_class: 0.770507 loss_bbox: 0.133629 loss_giou: 0.563246 loss_class_aux: 2.449469 loss_bbox_aux: 0.450013 loss_giou_aux: 1.798108 loss_class_dn: 0.380587 loss_bbox_dn: 0.131592 loss_giou_dn: 0.444079 loss_class_aux_dn: 0.856227 loss_bbox_aux_dn: 0.349546 loss_giou_aux_dn: 1.080505 loss: 9.395514 eta: 26 days, 23:20:53 batch_cost: 0.7874 data_cost: 0.0274 ips: 10.1602 images/s
[08/20 11:14:35] ppdet.engine INFO: Epoch: [10] [19800/54024] learning_rate: 0.000100 loss_class: 0.747547 loss_bbox: 0.135460 loss_giou: 0.553805 loss_class_aux: 2.333389 loss_bbox_aux: 0.457612 loss_giou_aux: 1.772775 loss_class_dn: 0.380167 loss_bbox_dn: 0.136387 loss_giou_dn: 0.437422 loss_class_aux_dn: 0.837321 loss_bbox_aux_dn: 0.351005 loss_giou_aux_dn: 1.065739 loss: 9.403425 eta: 26 days, 23:18:06 batch_cost: 0.6813 data_cost: 0.0452 ips: 11.7423 images/s
[08/20 11:17:03] ppdet.engine INFO: Epoch: [10] [20000/54024] learning_rate: 0.000100 loss_class: 0.757656 loss_bbox: 0.131811 loss_giou: 0.546171 loss_class_aux: 2.370588 loss_bbox_aux: 0.441068 loss_giou_aux: 1.760599 loss_class_dn: 0.368206 loss_bbox_dn: 0.127052 loss_giou_dn: 0.426606 loss_class_aux_dn: 0.830837 loss_bbox_aux_dn: 0.335235 loss_giou_aux_dn: 1.022932 loss: 9.142125 eta: 26 days, 23:15:45 batch_cost: 0.6994 data_cost: 0.0327 ips: 11.4386 images/s
[08/20 11:19:14] ppdet.engine INFO: Epoch: [10] [20200/54024] learning_rate: 0.000100 loss_class: 0.801990 loss_bbox: 0.134837 loss_giou: 0.595517 loss_class_aux: 2.493736 loss_bbox_aux: 0.460372 loss_giou_aux: 1.888595 loss_class_dn: 0.389769 loss_bbox_dn: 0.132164 loss_giou_dn: 0.464449 loss_class_aux_dn: 0.866460 loss_bbox_aux_dn: 0.350750 loss_giou_aux_dn: 1.114846 loss: 9.803502 eta: 26 days, 23:11:23 batch_cost: 0.6168 data_cost: 0.0514 ips: 12.9697 images/s
[08/20 11:21:39] ppdet.engine INFO: Epoch: [10] [20400/54024] learning_rate: 0.000100 loss_class: 0.752825 loss_bbox: 0.131886 loss_giou: 0.538318 loss_class_aux: 2.348137 loss_bbox_aux: 0.444395 loss_giou_aux: 1.684344 loss_class_dn: 0.368266 loss_bbox_dn: 0.128121 loss_giou_dn: 0.422132 loss_class_aux_dn: 0.833295 loss_bbox_aux_dn: 0.350098 loss_giou_aux_dn: 1.026625 loss: 9.277205 eta: 26 days, 23:08:40 batch_cost: 0.6841 data_cost: 0.0349 ips: 11.6949 images/s
[08/20 11:24:00] ppdet.engine INFO: Epoch: [10] [20600/54024] learning_rate: 0.000100 loss_class: 0.741876 loss_bbox: 0.125838 loss_giou: 0.515405 loss_class_aux: 2.343206 loss_bbox_aux: 0.428593 loss_giou_aux: 1.654836 loss_class_dn: 0.360398 loss_bbox_dn: 0.129818 loss_giou_dn: 0.407397 loss_class_aux_dn: 0.813582 loss_bbox_aux_dn: 0.351002 loss_giou_aux_dn: 0.982497 loss: 8.981478 eta: 26 days, 23:05:33 batch_cost: 0.6682 data_cost: 0.0310 ips: 11.9718 images/s
[08/20 11:26:23] ppdet.engine INFO: Epoch: [10] [20800/54024] learning_rate: 0.000100 loss_class: 0.757172 loss_bbox: 0.136893 loss_giou: 0.588750 loss_class_aux: 2.378357 loss_bbox_aux: 0.461647 loss_giou_aux: 1.879684 loss_class_dn: 0.380583 loss_bbox_dn: 0.133374 loss_giou_dn: 0.460387 loss_class_aux_dn: 0.859784 loss_bbox_aux_dn: 0.350723 loss_giou_aux_dn: 1.106721 loss: 9.631970 eta: 26 days, 23:02:39 batch_cost: 0.6766 data_cost: 0.0268 ips: 11.8245 images/s
[08/20 11:28:26] ppdet.engine INFO: Epoch: [10] [21000/54024] learning_rate: 0.000100 loss_class: 0.759995 loss_bbox: 0.134018 loss_giou: 0.565765 loss_class_aux: 2.354242 loss_bbox_aux: 0.454943 loss_giou_aux: 1.807620 loss_class_dn: 0.377094 loss_bbox_dn: 0.133059 loss_giou_dn: 0.446783 loss_class_aux_dn: 0.834084 loss_bbox_aux_dn: 0.354773 loss_giou_aux_dn: 1.075195 loss: 9.532932 eta: 26 days, 22:57:12 batch_cost: 0.5724 data_cost: 0.0292 ips: 13.9763 images/s
[08/20 11:31:05] ppdet.engine INFO: Epoch: [10] [21200/54024] learning_rate: 0.000100 loss_class: 0.762165 loss_bbox: 0.132497 loss_giou: 0.573992 loss_class_aux: 2.357667 loss_bbox_aux: 0.447954 loss_giou_aux: 1.829700 loss_class_dn: 0.380977 loss_bbox_dn: 0.129505 loss_giou_dn: 0.455122 loss_class_aux_dn: 0.839633 loss_bbox_aux_dn: 0.347898 loss_giou_aux_dn: 1.102378 loss: 9.547678 eta: 26 days, 22:56:16 batch_cost: 0.7565 data_cost: 0.0327 ips: 10.5745 images/s
[08/20 11:33:21] ppdet.engine INFO: Epoch: [10] [21400/54024] learning_rate: 0.000100 loss_class: 0.769744 loss_bbox: 0.138900 loss_giou: 0.534822 loss_class_aux: 2.401317 loss_bbox_aux: 0.453805 loss_giou_aux: 1.716106 loss_class_dn: 0.373974 loss_bbox_dn: 0.132170 loss_giou_dn: 0.432601 loss_class_aux_dn: 0.835681 loss_bbox_aux_dn: 0.346594 loss_giou_aux_dn: 1.051424 loss: 9.370656 eta: 26 days, 22:52:29 batch_cost: 0.6405 data_cost: 0.0261 ips: 12.4907 images/s
[08/20 11:35:46] ppdet.engine INFO: Epoch: [10] [21600/54024] learning_rate: 0.000100 loss_class: 0.772676 loss_bbox: 0.130792 loss_giou: 0.546704 loss_class_aux: 2.417397 loss_bbox_aux: 0.446055 loss_giou_aux: 1.746864 loss_class_dn: 0.375591 loss_bbox_dn: 0.138519 loss_giou_dn: 0.429226 loss_class_aux_dn: 0.833275 loss_bbox_aux_dn: 0.360460 loss_giou_aux_dn: 1.040125 loss: 9.435756 eta: 26 days, 22:49:54 batch_cost: 0.6898 data_cost: 0.0645 ips: 11.5970 images/s
[08/20 11:38:31] ppdet.engine INFO: Epoch: [10] [21800/54024] learning_rate: 0.000100 loss_class: 0.772964 loss_bbox: 0.138780 loss_giou: 0.552779 loss_class_aux: 2.403718 loss_bbox_aux: 0.457062 loss_giou_aux: 1.780325 loss_class_dn: 0.374471 loss_bbox_dn: 0.136187 loss_giou_dn: 0.435709 loss_class_aux_dn: 0.848983 loss_bbox_aux_dn: 0.348933 loss_giou_aux_dn: 1.058978 loss: 9.454460 eta: 26 days, 22:49:40 batch_cost: 0.7857 data_cost: 0.0046 ips: 10.1826 images/s
[08/20 11:40:54] ppdet.engine INFO: Epoch: [10] [22000/54024] learning_rate: 0.000100 loss_class: 0.764971 loss_bbox: 0.129669 loss_giou: 0.501729 loss_class_aux: 2.347753 loss_bbox_aux: 0.432579 loss_giou_aux: 1.614695 loss_class_dn: 0.356061 loss_bbox_dn: 0.134115 loss_giou_dn: 0.406628 loss_class_aux_dn: 0.797339 loss_bbox_aux_dn: 0.349164 loss_giou_aux_dn: 0.986135 loss: 8.906993 eta: 26 days, 22:46:37 batch_cost: 0.6702 data_cost: 0.0577 ips: 11.9361 images/s
[08/20 11:43:30] ppdet.engine INFO: Epoch: [10] [22200/54024] learning_rate: 0.000100 loss_class: 0.750269 loss_bbox: 0.129659 loss_giou: 0.519869 loss_class_aux: 2.330140 loss_bbox_aux: 0.435470 loss_giou_aux: 1.642017 loss_class_dn: 0.362481 loss_bbox_dn: 0.125182 loss_giou_dn: 0.413811 loss_class_aux_dn: 0.808863 loss_bbox_aux_dn: 0.331454 loss_giou_aux_dn: 1.007729 loss: 9.008883 eta: 26 days, 22:45:19 batch_cost: 0.7420 data_cost: 0.0482 ips: 10.7821 images/s
[08/20 11:45:57] ppdet.engine INFO: Epoch: [10] [22400/54024] learning_rate: 0.000100 loss_class: 0.762668 loss_bbox: 0.135660 loss_giou: 0.577224 loss_class_aux: 2.417561 loss_bbox_aux: 0.461821 loss_giou_aux: 1.837450 loss_class_dn: 0.390139 loss_bbox_dn: 0.136352 loss_giou_dn: 0.449721 loss_class_aux_dn: 0.864032 loss_bbox_aux_dn: 0.363252 loss_giou_aux_dn: 1.091206 loss: 9.629522 eta: 26 days, 22:42:51 batch_cost: 0.6943 data_cost: 0.0477 ips: 11.5230 images/s
[08/20 11:48:24] ppdet.engine INFO: Epoch: [10] [22600/54024] learning_rate: 0.000100 loss_class: 0.738735 loss_bbox: 0.126255 loss_giou: 0.516940 loss_class_aux: 2.271502 loss_bbox_aux: 0.415473 loss_giou_aux: 1.633230 loss_class_dn: 0.360393 loss_bbox_dn: 0.132481 loss_giou_dn: 0.412948 loss_class_aux_dn: 0.808285 loss_bbox_aux_dn: 0.339552 loss_giou_aux_dn: 1.008822 loss: 9.014649 eta: 26 days, 22:40:28 batch_cost: 0.6977 data_cost: 0.0252 ips: 11.4669 images/s
[08/20 11:50:39] ppdet.engine INFO: Epoch: [10] [22800/54024] learning_rate: 0.000100 loss_class: 0.762464 loss_bbox: 0.137262 loss_giou: 0.532585 loss_class_aux: 2.403539 loss_bbox_aux: 0.454844 loss_giou_aux: 1.705945 loss_class_dn: 0.367433 loss_bbox_dn: 0.131921 loss_giou_dn: 0.422674 loss_class_aux_dn: 0.826125 loss_bbox_aux_dn: 0.351794 loss_giou_aux_dn: 1.035562 loss: 9.284951 eta: 26 days, 22:36:31 batch_cost: 0.6337 data_cost: 0.0450 ips: 12.6250 images/s
[08/20 11:53:15] ppdet.engine INFO: Epoch: [10] [23000/54024] learning_rate: 0.000100 loss_class: 0.742863 loss_bbox: 0.139977 loss_giou: 0.557581 loss_class_aux: 2.357300 loss_bbox_aux: 0.470844 loss_giou_aux: 1.778776 loss_class_dn: 0.385179 loss_bbox_dn: 0.137153 loss_giou_dn: 0.438003 loss_class_aux_dn: 0.850738 loss_bbox_aux_dn: 0.365131 loss_giou_aux_dn: 1.065469 loss: 9.499376 eta: 26 days, 22:35:11 batch_cost: 0.7405 data_cost: 0.0393 ips: 10.8040 images/s
[08/20 11:56:00] ppdet.engine INFO: Epoch: [10] [23200/54024] learning_rate: 0.000100 loss_class: 0.778540 loss_bbox: 0.134537 loss_giou: 0.564603 loss_class_aux: 2.466416 loss_bbox_aux: 0.462243 loss_giou_aux: 1.824410 loss_class_dn: 0.392771 loss_bbox_dn: 0.133786 loss_giou_dn: 0.449275 loss_class_aux_dn: 0.861558 loss_bbox_aux_dn: 0.362962 loss_giou_aux_dn: 1.102785 loss: 9.775909 eta: 26 days, 22:34:56 batch_cost: 0.7852 data_cost: 0.0245 ips: 10.1884 images/s
[08/20 11:58:25] ppdet.engine INFO: Epoch: [10] [23400/54024] learning_rate: 0.000100 loss_class: 0.758424 loss_bbox: 0.126774 loss_giou: 0.552176 loss_class_aux: 2.366569 loss_bbox_aux: 0.440233 loss_giou_aux: 1.747304 loss_class_dn: 0.373723 loss_bbox_dn: 0.123312 loss_giou_dn: 0.441805 loss_class_aux_dn: 0.848534 loss_bbox_aux_dn: 0.326791 loss_giou_aux_dn: 1.075150 loss: 9.387809 eta: 26 days, 22:32:18 batch_cost: 0.6877 data_cost: 0.0220 ips: 11.6323 images/s
[08/20 12:01:03] ppdet.engine INFO: Epoch: [10] [23600/54024] learning_rate: 0.000100 loss_class: 0.780193 loss_bbox: 0.141322 loss_giou: 0.565564 loss_class_aux: 2.416093 loss_bbox_aux: 0.465687 loss_giou_aux: 1.807031 loss_class_dn: 0.375522 loss_bbox_dn: 0.135455 loss_giou_dn: 0.449287 loss_class_aux_dn: 0.839958 loss_bbox_aux_dn: 0.356306 loss_giou_aux_dn: 1.098451 loss: 9.529073 eta: 26 days, 22:31:13 batch_cost: 0.7513 data_cost: 0.0504 ips: 10.6484 images/s
[08/20 12:03:51] ppdet.engine INFO: Epoch: [10] [23800/54024] learning_rate: 0.000100 loss_class: 0.747914 loss_bbox: 0.126335 loss_giou: 0.542669 loss_class_aux: 2.307367 loss_bbox_aux: 0.419733 loss_giou_aux: 1.713573 loss_class_dn: 0.365418 loss_bbox_dn: 0.122829 loss_giou_dn: 0.424526 loss_class_aux_dn: 0.823436 loss_bbox_aux_dn: 0.321779 loss_giou_aux_dn: 1.024467 loss: 9.126827 eta: 26 days, 22:31:19 batch_cost: 0.7993 data_cost: 0.0703 ips: 10.0093 images/s
[08/20 12:06:10] ppdet.engine INFO: Epoch: [10] [24000/54024] learning_rate: 0.000100 loss_class: 0.746966 loss_bbox: 0.133895 loss_giou: 0.532967 loss_class_aux: 2.312226 loss_bbox_aux: 0.442083 loss_giou_aux: 1.722344 loss_class_dn: 0.366968 loss_bbox_dn: 0.130090 loss_giou_dn: 0.417732 loss_class_aux_dn: 0.825114 loss_bbox_aux_dn: 0.352892 loss_giou_aux_dn: 1.016257 loss: 8.988068 eta: 26 days, 22:27:54 batch_cost: 0.6556 data_cost: 0.0473 ips: 12.2017 images/s
[08/20 12:09:00] ppdet.engine INFO: Epoch: [10] [24200/54024] learning_rate: 0.000100 loss_class: 0.767354 loss_bbox: 0.130232 loss_giou: 0.537707 loss_class_aux: 2.445646 loss_bbox_aux: 0.448818 loss_giou_aux: 1.722466 loss_class_dn: 0.378562 loss_bbox_dn: 0.131330 loss_giou_dn: 0.435149 loss_class_aux_dn: 0.846041 loss_bbox_aux_dn: 0.347759 loss_giou_aux_dn: 1.066031 loss: 9.369231 eta: 26 days, 22:28:12 batch_cost: 0.8079 data_cost: 0.0690 ips: 9.9019 images/s
[08/20 12:11:51] ppdet.engine INFO: Epoch: [10] [24400/54024] learning_rate: 0.000100 loss_class: 0.731432 loss_bbox: 0.134065 loss_giou: 0.511021 loss_class_aux: 2.300931 loss_bbox_aux: 0.455138 loss_giou_aux: 1.632874 loss_class_dn: 0.366700 loss_bbox_dn: 0.135534 loss_giou_dn: 0.416980 loss_class_aux_dn: 0.819415 loss_bbox_aux_dn: 0.353910 loss_giou_aux_dn: 1.008822 loss: 9.129470 eta: 26 days, 22:28:45 batch_cost: 0.8186 data_cost: 0.1318 ips: 9.7723 images/s
[08/20 12:14:09] ppdet.engine INFO: Epoch: [10] [24600/54024] learning_rate: 0.000100 loss_class: 0.753444 loss_bbox: 0.130565 loss_giou: 0.519812 loss_class_aux: 2.406828 loss_bbox_aux: 0.433529 loss_giou_aux: 1.665772 loss_class_dn: 0.370568 loss_bbox_dn: 0.129081 loss_giou_dn: 0.416219 loss_class_aux_dn: 0.807461 loss_bbox_aux_dn: 0.343531 loss_giou_aux_dn: 1.026625 loss: 9.021543 eta: 26 days, 22:25:13 batch_cost: 0.6509 data_cost: 0.0009 ips: 12.2912 images/s
[08/20 12:16:42] ppdet.engine INFO: Epoch: [10] [24800/54024] learning_rate: 0.000100 loss_class: 0.742325 loss_bbox: 0.126168 loss_giou: 0.522805 loss_class_aux: 2.370646 loss_bbox_aux: 0.422454 loss_giou_aux: 1.658490 loss_class_dn: 0.369106 loss_bbox_dn: 0.124583 loss_giou_dn: 0.417852 loss_class_aux_dn: 0.821899 loss_bbox_aux_dn: 0.335840 loss_giou_aux_dn: 1.011947 loss: 9.074739 eta: 26 days, 22:23:28 batch_cost: 0.7236 data_cost: 0.0412 ips: 11.0560 images/s
[08/20 12:19:10] ppdet.engine INFO: Epoch: [10] [25000/54024] learning_rate: 0.000100 loss_class: 0.754691 loss_bbox: 0.136114 loss_giou: 0.558648 loss_class_aux: 2.416135 loss_bbox_aux: 0.448030 loss_giou_aux: 1.768596 loss_class_dn: 0.388131 loss_bbox_dn: 0.129099 loss_giou_dn: 0.440852 loss_class_aux_dn: 0.864981 loss_bbox_aux_dn: 0.343338 loss_giou_aux_dn: 1.085904 loss: 9.556554 eta: 26 days, 22:21:12 batch_cost: 0.7026 data_cost: 0.0302 ips: 11.3861 images/s
[08/20 12:21:29] ppdet.engine INFO: Epoch: [10] [25200/54024] learning_rate: 0.000100 loss_class: 0.796243 loss_bbox: 0.137790 loss_giou: 0.563417 loss_class_aux: 2.450392 loss_bbox_aux: 0.453050 loss_giou_aux: 1.768570 loss_class_dn: 0.387400 loss_bbox_dn: 0.133460 loss_giou_dn: 0.443661 loss_class_aux_dn: 0.874005 loss_bbox_aux_dn: 0.344225 loss_giou_aux_dn: 1.069524 loss: 9.795172 eta: 26 days, 22:17:49 batch_cost: 0.6565 data_cost: 0.0008 ips: 12.1858 images/s
[08/20 12:23:50] ppdet.engine INFO: Epoch: [10] [25400/54024] learning_rate: 0.000100 loss_class: 0.753274 loss_bbox: 0.134136 loss_giou: 0.544895 loss_class_aux: 2.376420 loss_bbox_aux: 0.439447 loss_giou_aux: 1.746490 loss_class_dn: 0.368300 loss_bbox_dn: 0.134908 loss_giou_dn: 0.445393 loss_class_aux_dn: 0.819847 loss_bbox_aux_dn: 0.349004 loss_giou_aux_dn: 1.068036 loss: 9.341968 eta: 26 days, 22:14:34 batch_cost: 0.6625 data_cost: 0.0271 ips: 12.0761 images/s
[08/20 12:26:07] ppdet.engine INFO: Epoch: [10] [25600/54024] learning_rate: 0.000100 loss_class: 0.728317 loss_bbox: 0.132643 loss_giou: 0.552105 loss_class_aux: 2.269825 loss_bbox_aux: 0.443579 loss_giou_aux: 1.749710 loss_class_dn: 0.371100 loss_bbox_dn: 0.130258 loss_giou_dn: 0.435781 loss_class_aux_dn: 0.828192 loss_bbox_aux_dn: 0.343417 loss_giou_aux_dn: 1.049335 loss: 9.406114 eta: 26 days, 22:10:59 batch_cost: 0.6480 data_cost: 0.0009 ips: 12.3449 images/s
[08/20 12:28:36] ppdet.engine INFO: Epoch: [10] [25800/54024] learning_rate: 0.000100 loss_class: 0.741567 loss_bbox: 0.135816 loss_giou: 0.579001 loss_class_aux: 2.336339 loss_bbox_aux: 0.451110 loss_giou_aux: 1.807845 loss_class_dn: 0.373053 loss_bbox_dn: 0.125185 loss_giou_dn: 0.439313 loss_class_aux_dn: 0.838318 loss_bbox_aux_dn: 0.330867 loss_giou_aux_dn: 1.084409 loss: 9.215760 eta: 26 days, 22:08:48 batch_cost: 0.7063 data_cost: 0.0380 ips: 11.3264 images/s
[08/20 12:30:46] ppdet.engine INFO: Epoch: [10] [26000/54024] learning_rate: 0.000100 loss_class: 0.801028 loss_bbox: 0.133112 loss_giou: 0.568119 loss_class_aux: 2.495654 loss_bbox_aux: 0.436532 loss_giou_aux: 1.801710 loss_class_dn: 0.383194 loss_bbox_dn: 0.132569 loss_giou_dn: 0.438577 loss_class_aux_dn: 0.858225 loss_bbox_aux_dn: 0.352768 loss_giou_aux_dn: 1.058342 loss: 9.482463 eta: 26 days, 22:04:19 batch_cost: 0.6107 data_cost: 0.0109 ips: 13.0989 images/s
[08/20 12:33:07] ppdet.engine INFO: Epoch: [10] [26200/54024] learning_rate: 0.000100 loss_class: 0.765588 loss_bbox: 0.138811 loss_giou: 0.572242 loss_class_aux: 2.382369 loss_bbox_aux: 0.455397 loss_giou_aux: 1.791955 loss_class_dn: 0.381528 loss_bbox_dn: 0.133814 loss_giou_dn: 0.441415 loss_class_aux_dn: 0.856860 loss_bbox_aux_dn: 0.346231 loss_giou_aux_dn: 1.067563 loss: 9.491553 eta: 26 days, 22:01:04 batch_cost: 0.6615 data_cost: 0.0448 ips: 12.0936 images/s
[08/20 12:36:00] ppdet.engine INFO: Epoch: [10] [26400/54024] learning_rate: 0.000100 loss_class: 0.751000 loss_bbox: 0.132705 loss_giou: 0.558293 loss_class_aux: 2.338488 loss_bbox_aux: 0.440100 loss_giou_aux: 1.765051 loss_class_dn: 0.368814 loss_bbox_dn: 0.135558 loss_giou_dn: 0.445585 loss_class_aux_dn: 0.831133 loss_bbox_aux_dn: 0.353540 loss_giou_aux_dn: 1.063907 loss: 9.331674 eta: 26 days, 22:01:53 batch_cost: 0.8304 data_cost: 0.0606 ips: 9.6340 images/s
[08/20 12:38:30] ppdet.engine INFO: Epoch: [10] [26600/54024] learning_rate: 0.000100 loss_class: 0.744698 loss_bbox: 0.127156 loss_giou: 0.541633 loss_class_aux: 2.334580 loss_bbox_aux: 0.435285 loss_giou_aux: 1.697915 loss_class_dn: 0.365387 loss_bbox_dn: 0.121751 loss_giou_dn: 0.436302 loss_class_aux_dn: 0.817401 loss_bbox_aux_dn: 0.326343 loss_giou_aux_dn: 1.045997 loss: 9.361715 eta: 26 days, 21:59:43 batch_cost: 0.7069 data_cost: 0.0508 ips: 11.3164 images/s
[08/20 12:40:41] ppdet.engine INFO: Epoch: [10] [26800/54024] learning_rate: 0.000100 loss_class: 0.762723 loss_bbox: 0.131847 loss_giou: 0.535587 loss_class_aux: 2.361157 loss_bbox_aux: 0.441822 loss_giou_aux: 1.709913 loss_class_dn: 0.371301 loss_bbox_dn: 0.130692 loss_giou_dn: 0.414481 loss_class_aux_dn: 0.831667 loss_bbox_aux_dn: 0.344247 loss_giou_aux_dn: 1.007463 loss: 9.062893 eta: 26 days, 21:55:23 batch_cost: 0.6166 data_cost: 0.0462 ips: 12.9743 images/s
[08/20 12:43:12] ppdet.engine INFO: Epoch: [10] [27000/54024] learning_rate: 0.000100 loss_class: 0.757450 loss_bbox: 0.134460 loss_giou: 0.531014 loss_class_aux: 2.360950 loss_bbox_aux: 0.443149 loss_giou_aux: 1.693902 loss_class_dn: 0.373205 loss_bbox_dn: 0.135717 loss_giou_dn: 0.426981 loss_class_aux_dn: 0.839557 loss_bbox_aux_dn: 0.354284 loss_giou_aux_dn: 1.033250 loss: 9.122205 eta: 26 days, 21:53:27 batch_cost: 0.7167 data_cost: 0.0605 ips: 11.1625 images/s
[08/20 12:45:52] ppdet.engine INFO: Epoch: [10] [27200/54024] learning_rate: 0.000100 loss_class: 0.728668 loss_bbox: 0.129314 loss_giou: 0.542166 loss_class_aux: 2.263507 loss_bbox_aux: 0.434755 loss_giou_aux: 1.743326 loss_class_dn: 0.369237 loss_bbox_dn: 0.131162 loss_giou_dn: 0.438426 loss_class_aux_dn: 0.827143 loss_bbox_aux_dn: 0.346460 loss_giou_aux_dn: 1.067191 loss: 9.106589 eta: 26 days, 21:52:34 batch_cost: 0.7602 data_cost: 0.0405 ips: 10.5238 images/s
[08/20 12:48:12] ppdet.engine INFO: Epoch: [10] [27400/54024] learning_rate: 0.000100 loss_class: 0.786346 loss_bbox: 0.132987 loss_giou: 0.536393 loss_class_aux: 2.450302 loss_bbox_aux: 0.453390 loss_giou_aux: 1.703938 loss_class_dn: 0.377652 loss_bbox_dn: 0.139543 loss_giou_dn: 0.436002 loss_class_aux_dn: 0.840075 loss_bbox_aux_dn: 0.361186 loss_giou_aux_dn: 1.057090 loss: 9.371450 eta: 26 days, 21:49:12 batch_cost: 0.6570 data_cost: 0.0335 ips: 12.1766 images/s
[08/20 12:50:57] ppdet.engine INFO: Epoch: [10] [27600/54024] learning_rate: 0.000100 loss_class: 0.757205 loss_bbox: 0.137296 loss_giou: 0.598223 loss_class_aux: 2.394565 loss_bbox_aux: 0.447601 loss_giou_aux: 1.906004 loss_class_dn: 0.376432 loss_bbox_dn: 0.126111 loss_giou_dn: 0.472073 loss_class_aux_dn: 0.841013 loss_bbox_aux_dn: 0.328569 loss_giou_aux_dn: 1.120747 loss: 9.492398 eta: 26 days, 21:48:55 batch_cost: 0.7845 data_cost: 0.0594 ips: 10.1975 images/s
[08/20 12:53:18] ppdet.engine INFO: Epoch: [10] [27800/54024] learning_rate: 0.000100 loss_class: 0.776588 loss_bbox: 0.136186 loss_giou: 0.548883 loss_class_aux: 2.405137 loss_bbox_aux: 0.445292 loss_giou_aux: 1.732471 loss_class_dn: 0.386248 loss_bbox_dn: 0.129146 loss_giou_dn: 0.438927 loss_class_aux_dn: 0.855512 loss_bbox_aux_dn: 0.336791 loss_giou_aux_dn: 1.060347 loss: 9.483565 eta: 26 days, 21:45:45 batch_cost: 0.6655 data_cost: 0.0445 ips: 12.0204 images/s
[08/20 12:55:59] ppdet.engine INFO: Epoch: [10] [28000/54024] learning_rate: 0.000100 loss_class: 0.758175 loss_bbox: 0.140640 loss_giou: 0.555802 loss_class_aux: 2.349156 loss_bbox_aux: 0.464671 loss_giou_aux: 1.782107 loss_class_dn: 0.372110 loss_bbox_dn: 0.134880 loss_giou_dn: 0.436431 loss_class_aux_dn: 0.818716 loss_bbox_aux_dn: 0.352183 loss_giou_aux_dn: 1.069322 loss: 9.259857 eta: 26 days, 21:45:03 batch_cost: 0.7675 data_cost: 0.0412 ips: 10.4233 images/s
[08/20 12:58:46] ppdet.engine INFO: Epoch: [10] [28200/54024] learning_rate: 0.000100 loss_class: 0.755525 loss_bbox: 0.126717 loss_giou: 0.507254 loss_class_aux: 2.346988 loss_bbox_aux: 0.435436 loss_giou_aux: 1.603670 loss_class_dn: 0.370827 loss_bbox_dn: 0.124071 loss_giou_dn: 0.424714 loss_class_aux_dn: 0.822369 loss_bbox_aux_dn: 0.333448 loss_giou_aux_dn: 1.022291 loss: 9.168155 eta: 26 days, 21:44:59 batch_cost: 0.7944 data_cost: 0.0295 ips: 10.0709 images/s
[08/20 13:01:24] ppdet.engine INFO: Epoch: [10] [28400/54024] learning_rate: 0.000100 loss_class: 0.765431 loss_bbox: 0.127160 loss_giou: 0.543030 loss_class_aux: 2.391063 loss_bbox_aux: 0.434345 loss_giou_aux: 1.724593 loss_class_dn: 0.370677 loss_bbox_dn: 0.127134 loss_giou_dn: 0.423916 loss_class_aux_dn: 0.833091 loss_bbox_aux_dn: 0.341090 loss_giou_aux_dn: 1.032605 loss: 9.209562 eta: 26 days, 21:43:55 batch_cost: 0.7527 data_cost: 0.0536 ips: 10.6285 images/s
[08/20 13:04:18] ppdet.engine INFO: Epoch: [10] [28600/54024] learning_rate: 0.000100 loss_class: 0.758230 loss_bbox: 0.136689 loss_giou: 0.606504 loss_class_aux: 2.367061 loss_bbox_aux: 0.458517 loss_giou_aux: 1.932536 loss_class_dn: 0.379869 loss_bbox_dn: 0.132499 loss_giou_dn: 0.452527 loss_class_aux_dn: 0.848828 loss_bbox_aux_dn: 0.360460 loss_giou_aux_dn: 1.082632 loss: 9.674122 eta: 26 days, 21:44:44 batch_cost: 0.8306 data_cost: 0.0245 ips: 9.6314 images/s
[08/20 13:06:53] ppdet.engine INFO: Epoch: [10] [28800/54024] learning_rate: 0.000100 loss_class: 0.758265 loss_bbox: 0.128905 loss_giou: 0.512553 loss_class_aux: 2.375068 loss_bbox_aux: 0.431145 loss_giou_aux: 1.631916 loss_class_dn: 0.361074 loss_bbox_dn: 0.132476 loss_giou_dn: 0.413824 loss_class_aux_dn: 0.807648 loss_bbox_aux_dn: 0.340456 loss_giou_aux_dn: 0.999673 loss: 8.990697 eta: 26 days, 21:43:12 batch_cost: 0.7334 data_cost: 0.0780 ips: 10.9086 images/s
[08/20 13:09:12] ppdet.engine INFO: Epoch: [10] [29000/54024] learning_rate: 0.000100 loss_class: 0.760030 loss_bbox: 0.129502 loss_giou: 0.550859 loss_class_aux: 2.389893 loss_bbox_aux: 0.448605 loss_giou_aux: 1.759093 loss_class_dn: 0.374284 loss_bbox_dn: 0.132316 loss_giou_dn: 0.436900 loss_class_aux_dn: 0.835493 loss_bbox_aux_dn: 0.346505 loss_giou_aux_dn: 1.052434 loss: 9.439325 eta: 26 days, 21:39:45 batch_cost: 0.6539 data_cost: 0.0163 ips: 12.2348 images/s
[08/20 13:11:42] ppdet.engine INFO: Epoch: [10] [29200/54024] learning_rate: 0.000100 loss_class: 0.760157 loss_bbox: 0.135584 loss_giou: 0.572775 loss_class_aux: 2.410561 loss_bbox_aux: 0.458078 loss_giou_aux: 1.825451 loss_class_dn: 0.378479 loss_bbox_dn: 0.136058 loss_giou_dn: 0.457351 loss_class_aux_dn: 0.849790 loss_bbox_aux_dn: 0.348803 loss_giou_aux_dn: 1.096962 loss: 9.542370 eta: 26 days, 21:37:49 batch_cost: 0.7163 data_cost: 0.0429 ips: 11.1681 images/s
[08/20 13:13:57] ppdet.engine INFO: Epoch: [10] [29400/54024] learning_rate: 0.000100 loss_class: 0.779878 loss_bbox: 0.131412 loss_giou: 0.628886 loss_class_aux: 2.408680 loss_bbox_aux: 0.440348 loss_giou_aux: 1.980912 loss_class_dn: 0.391709 loss_bbox_dn: 0.127497 loss_giou_dn: 0.480612 loss_class_aux_dn: 0.872735 loss_bbox_aux_dn: 0.340188 loss_giou_aux_dn: 1.163799 loss: 9.819709 eta: 26 days, 21:33:53 batch_cost: 0.6334 data_cost: 0.0541 ips: 12.6302 images/s
[08/20 13:16:16] ppdet.engine INFO: Epoch: [10] [29600/54024] learning_rate: 0.000100 loss_class: 0.756479 loss_bbox: 0.132321 loss_giou: 0.568312 loss_class_aux: 2.385716 loss_bbox_aux: 0.451683 loss_giou_aux: 1.786523 loss_class_dn: 0.369120 loss_bbox_dn: 0.134118 loss_giou_dn: 0.441540 loss_class_aux_dn: 0.845629 loss_bbox_aux_dn: 0.347549 loss_giou_aux_dn: 1.080616 loss: 9.497498 eta: 26 days, 21:30:36 batch_cost: 0.6608 data_cost: 0.1334 ips: 12.1068 images/s
[08/20 13:18:35] ppdet.engine INFO: Epoch: [10] [29800/54024] learning_rate: 0.000100 loss_class: 0.774298 loss_bbox: 0.131159 loss_giou: 0.572049 loss_class_aux: 2.400173 loss_bbox_aux: 0.448075 loss_giou_aux: 1.836863 loss_class_dn: 0.389945 loss_bbox_dn: 0.129417 loss_giou_dn: 0.453199 loss_class_aux_dn: 0.877451 loss_bbox_aux_dn: 0.346183 loss_giou_aux_dn: 1.087889 loss: 9.724428 eta: 26 days, 21:27:10 batch_cost: 0.6537 data_cost: 0.0187 ips: 12.2389 images/s
[08/20 13:21:16] ppdet.engine INFO: Epoch: [10] [30000/54024] learning_rate: 0.000100 loss_class: 0.770264 loss_bbox: 0.138140 loss_giou: 0.561044 loss_class_aux: 2.375387 loss_bbox_aux: 0.459930 loss_giou_aux: 1.812816 loss_class_dn: 0.379800 loss_bbox_dn: 0.129018 loss_giou_dn: 0.444208 loss_class_aux_dn: 0.852241 loss_bbox_aux_dn: 0.340549 loss_giou_aux_dn: 1.068839 loss: 9.628322 eta: 26 days, 21:26:25 batch_cost: 0.7661 data_cost: 0.0190 ips: 10.4426 images/s
[08/20 13:23:37] ppdet.engine INFO: Epoch: [10] [30200/54024] learning_rate: 0.000100 loss_class: 0.747222 loss_bbox: 0.129836 loss_giou: 0.538330 loss_class_aux: 2.309335 loss_bbox_aux: 0.433173 loss_giou_aux: 1.704313 loss_class_dn: 0.356058 loss_bbox_dn: 0.129854 loss_giou_dn: 0.425447 loss_class_aux_dn: 0.802005 loss_bbox_aux_dn: 0.346752 loss_giou_aux_dn: 1.018783 loss: 8.870857 eta: 26 days, 21:23:13 batch_cost: 0.6638 data_cost: 0.0162 ips: 12.0526 images/s
[08/20 13:25:56] ppdet.engine INFO: Epoch: [10] [30400/54024] learning_rate: 0.000100 loss_class: 0.763349 loss_bbox: 0.137079 loss_giou: 0.591240 loss_class_aux: 2.370953 loss_bbox_aux: 0.456578 loss_giou_aux: 1.882287 loss_class_dn: 0.388270 loss_bbox_dn: 0.129425 loss_giou_dn: 0.462929 loss_class_aux_dn: 0.863140 loss_bbox_aux_dn: 0.343211 loss_giou_aux_dn: 1.123760 loss: 9.747965 eta: 26 days, 21:19:47 batch_cost: 0.6544 data_cost: 0.0008 ips: 12.2252 images/s
[08/20 13:28:23] ppdet.engine INFO: Epoch: [10] [30600/54024] learning_rate: 0.000100 loss_class: 0.731904 loss_bbox: 0.128911 loss_giou: 0.572297 loss_class_aux: 2.289492 loss_bbox_aux: 0.432750 loss_giou_aux: 1.835850 loss_class_dn: 0.374212 loss_bbox_dn: 0.126984 loss_giou_dn: 0.448023 loss_class_aux_dn: 0.833434 loss_bbox_aux_dn: 0.339231 loss_giou_aux_dn: 1.080311 loss: 9.357312 eta: 26 days, 21:17:22 batch_cost: 0.6960 data_cost: 0.0440 ips: 11.4938 images/s
[08/20 13:30:43] ppdet.engine INFO: Epoch: [10] [30800/54024] learning_rate: 0.000100 loss_class: 0.760721 loss_bbox: 0.128648 loss_giou: 0.526306 loss_class_aux: 2.383040 loss_bbox_aux: 0.436774 loss_giou_aux: 1.681711 loss_class_dn: 0.358788 loss_bbox_dn: 0.124034 loss_giou_dn: 0.423170 loss_class_aux_dn: 0.803824 loss_bbox_aux_dn: 0.329234 loss_giou_aux_dn: 1.020629 loss: 8.933902 eta: 26 days, 21:14:04 batch_cost: 0.6595 data_cost: 0.0083 ips: 12.1296 images/s
[08/20 13:33:13] ppdet.engine INFO: Epoch: [10] [31000/54024] learning_rate: 0.000100 loss_class: 0.786345 loss_bbox: 0.134548 loss_giou: 0.564197 loss_class_aux: 2.448217 loss_bbox_aux: 0.451125 loss_giou_aux: 1.804656 loss_class_dn: 0.374698 loss_bbox_dn: 0.133294 loss_giou_dn: 0.452166 loss_class_aux_dn: 0.849478 loss_bbox_aux_dn: 0.349438 loss_giou_aux_dn: 1.079075 loss: 9.440835 eta: 26 days, 21:12:04 batch_cost: 0.7142 data_cost: 0.0733 ips: 11.2008 images/s
[08/20 13:35:33] ppdet.engine INFO: Epoch: [10] [31200/54024] learning_rate: 0.000100 loss_class: 0.721120 loss_bbox: 0.128588 loss_giou: 0.516641 loss_class_aux: 2.276419 loss_bbox_aux: 0.426956 loss_giou_aux: 1.653502 loss_class_dn: 0.357400 loss_bbox_dn: 0.128592 loss_giou_dn: 0.403039 loss_class_aux_dn: 0.800284 loss_bbox_aux_dn: 0.343464 loss_giou_aux_dn: 0.990332 loss: 8.932158 eta: 26 days, 21:08:49 batch_cost: 0.6611 data_cost: 0.0364 ips: 12.1019 images/s
[08/20 13:38:05] ppdet.engine INFO: Epoch: [10] [31400/54024] learning_rate: 0.000100 loss_class: 0.731535 loss_bbox: 0.133627 loss_giou: 0.532196 loss_class_aux: 2.293423 loss_bbox_aux: 0.443709 loss_giou_aux: 1.688991 loss_class_dn: 0.362977 loss_bbox_dn: 0.126102 loss_giou_dn: 0.413557 loss_class_aux_dn: 0.813581 loss_bbox_aux_dn: 0.342836 loss_giou_aux_dn: 1.003674 loss: 9.053533 eta: 26 days, 21:06:54 batch_cost: 0.7176 data_cost: 0.0312 ips: 11.1486 images/s
[08/20 13:40:28] ppdet.engine INFO: Epoch: [10] [31600/54024] learning_rate: 0.000100 loss_class: 0.778948 loss_bbox: 0.128477 loss_giou: 0.550993 loss_class_aux: 2.480115 loss_bbox_aux: 0.432951 loss_giou_aux: 1.745880 loss_class_dn: 0.389375 loss_bbox_dn: 0.129842 loss_giou_dn: 0.431444 loss_class_aux_dn: 0.868206 loss_bbox_aux_dn: 0.340985 loss_giou_aux_dn: 1.056778 loss: 9.557428 eta: 26 days, 21:04:02 batch_cost: 0.6773 data_cost: 0.0407 ips: 11.8114 images/s
[08/20 13:43:14] ppdet.engine INFO: Epoch: [10] [31800/54024] learning_rate: 0.000100 loss_class: 0.763721 loss_bbox: 0.136635 loss_giou: 0.595483 loss_class_aux: 2.370049 loss_bbox_aux: 0.461210 loss_giou_aux: 1.899202 loss_class_dn: 0.389328 loss_bbox_dn: 0.134331 loss_giou_dn: 0.464261 loss_class_aux_dn: 0.875364 loss_bbox_aux_dn: 0.338810 loss_giou_aux_dn: 1.119118 loss: 9.821384 eta: 26 days, 21:03:52 batch_cost: 0.7907 data_cost: 0.0865 ips: 10.1181 images/s
[08/20 13:45:35] ppdet.engine INFO: Epoch: [10] [32000/54024] learning_rate: 0.000100 loss_class: 0.775118 loss_bbox: 0.137121 loss_giou: 0.572634 loss_class_aux: 2.451361 loss_bbox_aux: 0.467401 loss_giou_aux: 1.811657 loss_class_dn: 0.376315 loss_bbox_dn: 0.128393 loss_giou_dn: 0.438012 loss_class_aux_dn: 0.845725 loss_bbox_aux_dn: 0.343370 loss_giou_aux_dn: 1.067560 loss: 9.448522 eta: 26 days, 21:00:41 batch_cost: 0.6644 data_cost: 0.0297 ips: 12.0406 images/s
[08/20 13:47:54] ppdet.engine INFO: Epoch: [10] [32200/54024] learning_rate: 0.000100 loss_class: 0.772011 loss_bbox: 0.134963 loss_giou: 0.569711 loss_class_aux: 2.384075 loss_bbox_aux: 0.450248 loss_giou_aux: 1.823580 loss_class_dn: 0.378176 loss_bbox_dn: 0.126665 loss_giou_dn: 0.444483 loss_class_aux_dn: 0.843392 loss_bbox_aux_dn: 0.338501 loss_giou_aux_dn: 1.073908 loss: 9.423038 eta: 26 days, 20:57:17 batch_cost: 0.6550 data_cost: 0.0088 ips: 12.2144 images/s
[08/20 13:50:34] ppdet.engine INFO: Epoch: [10] [32400/54024] learning_rate: 0.000100 loss_class: 0.776560 loss_bbox: 0.128250 loss_giou: 0.548841 loss_class_aux: 2.398540 loss_bbox_aux: 0.436827 loss_giou_aux: 1.764014 loss_class_dn: 0.371770 loss_bbox_dn: 0.125251 loss_giou_dn: 0.443430 loss_class_aux_dn: 0.829480 loss_bbox_aux_dn: 0.339347 loss_giou_aux_dn: 1.070216 loss: 9.330739 eta: 26 days, 20:56:18 batch_cost: 0.7573 data_cost: 0.0195 ips: 10.5639 images/s
[08/20 13:52:59] ppdet.engine INFO: Epoch: [10] [32600/54024] learning_rate: 0.000100 loss_class: 0.759213 loss_bbox: 0.131262 loss_giou: 0.549326 loss_class_aux: 2.424855 loss_bbox_aux: 0.437113 loss_giou_aux: 1.734460 loss_class_dn: 0.365881 loss_bbox_dn: 0.129068 loss_giou_dn: 0.429938 loss_class_aux_dn: 0.822168 loss_bbox_aux_dn: 0.338802 loss_giou_aux_dn: 1.043075 loss: 9.127995 eta: 26 days, 20:53:34 batch_cost: 0.6825 data_cost: 0.0170 ips: 11.7223 images/s
[08/20 13:55:44] ppdet.engine INFO: Epoch: [10] [32800/54024] learning_rate: 0.000100 loss_class: 0.753919 loss_bbox: 0.129626 loss_giou: 0.540119 loss_class_aux: 2.362742 loss_bbox_aux: 0.434956 loss_giou_aux: 1.712971 loss_class_dn: 0.372255 loss_bbox_dn: 0.126614 loss_giou_dn: 0.433367 loss_class_aux_dn: 0.834853 loss_bbox_aux_dn: 0.335871 loss_giou_aux_dn: 1.050989 loss: 9.231337 eta: 26 days, 20:53:18 batch_cost: 0.7870 data_cost: 0.0560 ips: 10.1646 images/s
[08/20 13:58:05] ppdet.engine INFO: Epoch: [10] [33000/54024] learning_rate: 0.000100 loss_class: 0.773505 loss_bbox: 0.138767 loss_giou: 0.577677 loss_class_aux: 2.446431 loss_bbox_aux: 0.460924 loss_giou_aux: 1.858106 loss_class_dn: 0.388158 loss_bbox_dn: 0.130284 loss_giou_dn: 0.457603 loss_class_aux_dn: 0.859335 loss_bbox_aux_dn: 0.347668 loss_giou_aux_dn: 1.087302 loss: 9.488310 eta: 26 days, 20:50:11 batch_cost: 0.6670 data_cost: 0.0057 ips: 11.9939 images/s
[08/20 14:00:36] ppdet.engine INFO: Epoch: [10] [33200/54024] learning_rate: 0.000100 loss_class: 0.757141 loss_bbox: 0.132575 loss_giou: 0.561460 loss_class_aux: 2.357675 loss_bbox_aux: 0.441134 loss_giou_aux: 1.778331 loss_class_dn: 0.384145 loss_bbox_dn: 0.121318 loss_giou_dn: 0.437173 loss_class_aux_dn: 0.851542 loss_bbox_aux_dn: 0.332977 loss_giou_aux_dn: 1.064997 loss: 9.549277 eta: 26 days, 20:48:19 batch_cost: 0.7196 data_cost: 0.1107 ips: 11.1170 images/s
[08/20 14:03:08] ppdet.engine INFO: Epoch: [10] [33400/54024] learning_rate: 0.000100 loss_class: 0.759035 loss_bbox: 0.130122 loss_giou: 0.543889 loss_class_aux: 2.366763 loss_bbox_aux: 0.433984 loss_giou_aux: 1.750160 loss_class_dn: 0.376655 loss_bbox_dn: 0.130404 loss_giou_dn: 0.423417 loss_class_aux_dn: 0.839048 loss_bbox_aux_dn: 0.342449 loss_giou_aux_dn: 1.053064 loss: 9.203059 eta: 26 days, 20:46:25 batch_cost: 0.7182 data_cost: 0.0008 ips: 11.1394 images/s
[08/20 14:05:34] ppdet.engine INFO: Epoch: [10] [33600/54024] learning_rate: 0.000100 loss_class: 0.775284 loss_bbox: 0.137125 loss_giou: 0.566115 loss_class_aux: 2.408330 loss_bbox_aux: 0.463906 loss_giou_aux: 1.819107 loss_class_dn: 0.380263 loss_bbox_dn: 0.141049 loss_giou_dn: 0.453218 loss_class_aux_dn: 0.863000 loss_bbox_aux_dn: 0.360929 loss_giou_aux_dn: 1.092143 loss: 9.586403 eta: 26 days, 20:43:49 batch_cost: 0.6892 data_cost: 0.0539 ips: 11.6079 images/s
[08/20 14:08:23] ppdet.engine INFO: Epoch: [10] [33800/54024] learning_rate: 0.000100 loss_class: 0.761467 loss_bbox: 0.134261 loss_giou: 0.578487 loss_class_aux: 2.374079 loss_bbox_aux: 0.454712 loss_giou_aux: 1.852072 loss_class_dn: 0.392130 loss_bbox_dn: 0.130743 loss_giou_dn: 0.462107 loss_class_aux_dn: 0.872727 loss_bbox_aux_dn: 0.346207 loss_giou_aux_dn: 1.108703 loss: 9.854939 eta: 26 days, 20:44:05 batch_cost: 0.8094 data_cost: 0.0458 ips: 9.8838 images/s
[08/20 14:11:18] ppdet.engine INFO: Epoch: [10] [34000/54024] learning_rate: 0.000100 loss_class: 0.745442 loss_bbox: 0.133682 loss_giou: 0.558116 loss_class_aux: 2.365556 loss_bbox_aux: 0.446560 loss_giou_aux: 1.786844 loss_class_dn: 0.376929 loss_bbox_dn: 0.127818 loss_giou_dn: 0.444004 loss_class_aux_dn: 0.836640 loss_bbox_aux_dn: 0.339715 loss_giou_aux_dn: 1.053620 loss: 9.488771 eta: 26 days, 20:44:56 batch_cost: 0.8345 data_cost: 0.1805 ips: 9.5863 images/s
[08/20 14:13:31] ppdet.engine INFO: Epoch: [10] [34200/54024] learning_rate: 0.000100 loss_class: 0.775802 loss_bbox: 0.139940 loss_giou: 0.555414 loss_class_aux: 2.435770 loss_bbox_aux: 0.468390 loss_giou_aux: 1.790820 loss_class_dn: 0.378662 loss_bbox_dn: 0.137354 loss_giou_dn: 0.436478 loss_class_aux_dn: 0.844829 loss_bbox_aux_dn: 0.365562 loss_giou_aux_dn: 1.067105 loss: 9.593004 eta: 26 days, 20:40:53 batch_cost: 0.6273 data_cost: 0.0393 ips: 12.7539 images/s
[08/20 14:16:18] ppdet.engine INFO: Epoch: [10] [34400/54024] learning_rate: 0.000100 loss_class: 0.765009 loss_bbox: 0.137538 loss_giou: 0.552761 loss_class_aux: 2.395196 loss_bbox_aux: 0.451768 loss_giou_aux: 1.774331 loss_class_dn: 0.374484 loss_bbox_dn: 0.130995 loss_giou_dn: 0.442740 loss_class_aux_dn: 0.839722 loss_bbox_aux_dn: 0.350153 loss_giou_aux_dn: 1.062589 loss: 9.500456 eta: 26 days, 20:40:50 batch_cost: 0.7967 data_cost: 0.0564 ips: 10.0409 images/s
[08/20 14:19:17] ppdet.engine INFO: Epoch: [10] [34600/54024] learning_rate: 0.000100 loss_class: 0.755568 loss_bbox: 0.128535 loss_giou: 0.559837 loss_class_aux: 2.375194 loss_bbox_aux: 0.429687 loss_giou_aux: 1.774464 loss_class_dn: 0.365754 loss_bbox_dn: 0.127950 loss_giou_dn: 0.438650 loss_class_aux_dn: 0.816547 loss_bbox_aux_dn: 0.337168 loss_giou_aux_dn: 1.065343 loss: 9.216910 eta: 26 days, 20:42:10 batch_cost: 0.8549 data_cost: 0.1239 ips: 9.3580 images/s
[08/20 14:21:50] ppdet.engine INFO: Epoch: [10] [34800/54024] learning_rate: 0.000100 loss_class: 0.734478 loss_bbox: 0.134334 loss_giou: 0.525781 loss_class_aux: 2.293921 loss_bbox_aux: 0.457732 loss_giou_aux: 1.678129 loss_class_dn: 0.363529 loss_bbox_dn: 0.129622 loss_giou_dn: 0.437727 loss_class_aux_dn: 0.810977 loss_bbox_aux_dn: 0.338364 loss_giou_aux_dn: 1.058177 loss: 9.221293 eta: 26 days, 20:40:26 batch_cost: 0.7255 data_cost: 0.0389 ips: 11.0275 images/s
[08/20 14:24:30] ppdet.engine INFO: Epoch: [10] [35000/54024] learning_rate: 0.000100 loss_class: 0.734875 loss_bbox: 0.134485 loss_giou: 0.545288 loss_class_aux: 2.288539 loss_bbox_aux: 0.446300 loss_giou_aux: 1.743110 loss_class_dn: 0.369798 loss_bbox_dn: 0.129772 loss_giou_dn: 0.428287 loss_class_aux_dn: 0.836484 loss_bbox_aux_dn: 0.345302 loss_giou_aux_dn: 1.045470 loss: 9.205206 eta: 26 days, 20:39:31 batch_cost: 0.7601 data_cost: 0.0010 ips: 10.5244 images/s
[08/20 14:27:10] ppdet.engine INFO: Epoch: [10] [35200/54024] learning_rate: 0.000100 loss_class: 0.768343 loss_bbox: 0.136238 loss_giou: 0.588318 loss_class_aux: 2.441479 loss_bbox_aux: 0.472607 loss_giou_aux: 1.870634 loss_class_dn: 0.391418 loss_bbox_dn: 0.132231 loss_giou_dn: 0.454828 loss_class_aux_dn: 0.874023 loss_bbox_aux_dn: 0.342070 loss_giou_aux_dn: 1.103697 loss: 9.726599 eta: 26 days, 20:38:39 batch_cost: 0.7619 data_cost: 0.0784 ips: 10.4999 images/s
[08/20 14:29:28] ppdet.engine INFO: Epoch: [10] [35400/54024] learning_rate: 0.000100 loss_class: 0.724923 loss_bbox: 0.128000 loss_giou: 0.521739 loss_class_aux: 2.317388 loss_bbox_aux: 0.431056 loss_giou_aux: 1.682074 loss_class_dn: 0.369519 loss_bbox_dn: 0.128378 loss_giou_dn: 0.424753 loss_class_aux_dn: 0.826488 loss_bbox_aux_dn: 0.335980 loss_giou_aux_dn: 1.035735 loss: 9.206034 eta: 26 days, 20:35:06 batch_cost: 0.6493 data_cost: 0.0206 ips: 12.3202 images/s
[08/20 14:31:58] ppdet.engine INFO: Epoch: [10] [35600/54024] learning_rate: 0.000100 loss_class: 0.749336 loss_bbox: 0.130657 loss_giou: 0.536538 loss_class_aux: 2.343943 loss_bbox_aux: 0.444114 loss_giou_aux: 1.747295 loss_class_dn: 0.361772 loss_bbox_dn: 0.124296 loss_giou_dn: 0.418738 loss_class_aux_dn: 0.818597 loss_bbox_aux_dn: 0.333948 loss_giou_aux_dn: 1.023396 loss: 9.103284 eta: 26 days, 20:33:07 batch_cost: 0.7146 data_cost: 0.0357 ips: 11.1956 images/s
[08/20 14:34:24] ppdet.engine INFO: Epoch: [10] [35800/54024] learning_rate: 0.000100 loss_class: 0.749276 loss_bbox: 0.128137 loss_giou: 0.554090 loss_class_aux: 2.384628 loss_bbox_aux: 0.422402 loss_giou_aux: 1.749464 loss_class_dn: 0.367511 loss_bbox_dn: 0.128830 loss_giou_dn: 0.436293 loss_class_aux_dn: 0.824528 loss_bbox_aux_dn: 0.346511 loss_giou_aux_dn: 1.080028 loss: 9.275868 eta: 26 days, 20:30:29 batch_cost: 0.6878 data_cost: 0.0425 ips: 11.6313 images/s
[08/20 14:37:20] ppdet.engine INFO: Epoch: [10] [36000/54024] learning_rate: 0.000100 loss_class: 0.748926 loss_bbox: 0.127226 loss_giou: 0.565988 loss_class_aux: 2.331010 loss_bbox_aux: 0.433545 loss_giou_aux: 1.784110 loss_class_dn: 0.363515 loss_bbox_dn: 0.124837 loss_giou_dn: 0.435371 loss_class_aux_dn: 0.820985 loss_bbox_aux_dn: 0.333195 loss_giou_aux_dn: 1.065485 loss: 9.226072 eta: 26 days, 20:31:27 batch_cost: 0.8404 data_cost: 0.0130 ips: 9.5197 images/s
[08/20 14:39:55] ppdet.engine INFO: Epoch: [10] [36200/54024] learning_rate: 0.000100 loss_class: 0.774609 loss_bbox: 0.128190 loss_giou: 0.511862 loss_class_aux: 2.422572 loss_bbox_aux: 0.438762 loss_giou_aux: 1.619615 loss_class_dn: 0.375230 loss_bbox_dn: 0.129841 loss_giou_dn: 0.414274 loss_class_aux_dn: 0.840942 loss_bbox_aux_dn: 0.350362 loss_giou_aux_dn: 1.008029 loss: 9.159252 eta: 26 days, 20:29:51 batch_cost: 0.7312 data_cost: 0.0193 ips: 10.9412 images/s
[08/20 14:42:30] ppdet.engine INFO: Epoch: [10] [36400/54024] learning_rate: 0.000100 loss_class: 0.745634 loss_bbox: 0.134319 loss_giou: 0.550733 loss_class_aux: 2.332087 loss_bbox_aux: 0.447770 loss_giou_aux: 1.767225 loss_class_dn: 0.368323 loss_bbox_dn: 0.129616 loss_giou_dn: 0.434422 loss_class_aux_dn: 0.824816 loss_bbox_aux_dn: 0.344036 loss_giou_aux_dn: 1.065134 loss: 9.294289 eta: 26 days, 20:28:23 batch_cost: 0.7368 data_cost: 0.0612 ips: 10.8573 images/s
[08/20 14:44:54] ppdet.engine INFO: Epoch: [10] [36600/54024] learning_rate: 0.000100 loss_class: 0.771404 loss_bbox: 0.134604 loss_giou: 0.553567 loss_class_aux: 2.420578 loss_bbox_aux: 0.446238 loss_giou_aux: 1.752965 loss_class_dn: 0.381965 loss_bbox_dn: 0.126729 loss_giou_dn: 0.433477 loss_class_aux_dn: 0.842621 loss_bbox_aux_dn: 0.333606 loss_giou_aux_dn: 1.060885 loss: 9.430881 eta: 26 days, 20:25:39 batch_cost: 0.6834 data_cost: 0.0149 ips: 11.7064 images/s
[08/20 14:47:11] ppdet.engine INFO: Epoch: [10] [36800/54024] learning_rate: 0.000100 loss_class: 0.743240 loss_bbox: 0.130197 loss_giou: 0.513023 loss_class_aux: 2.336422 loss_bbox_aux: 0.433117 loss_giou_aux: 1.598487 loss_class_dn: 0.369644 loss_bbox_dn: 0.126809 loss_giou_dn: 0.418552 loss_class_aux_dn: 0.830383 loss_bbox_aux_dn: 0.336496 loss_giou_aux_dn: 1.022714 loss: 9.137951 eta: 26 days, 20:21:59 batch_cost: 0.6438 data_cost: 0.0331 ips: 12.4260 images/s
[08/20 14:49:32] ppdet.engine INFO: Epoch: [10] [37000/54024] learning_rate: 0.000100 loss_class: 0.769555 loss_bbox: 0.126531 loss_giou: 0.532830 loss_class_aux: 2.384138 loss_bbox_aux: 0.428523 loss_giou_aux: 1.708111 loss_class_dn: 0.373733 loss_bbox_dn: 0.125031 loss_giou_dn: 0.420018 loss_class_aux_dn: 0.836203 loss_bbox_aux_dn: 0.331708 loss_giou_aux_dn: 1.022493 loss: 9.275996 eta: 26 days, 20:18:48 batch_cost: 0.6640 data_cost: 0.0855 ips: 12.0487 images/s
[08/20 14:52:09] ppdet.engine INFO: Epoch: [10] [37200/54024] learning_rate: 0.000100 loss_class: 0.760345 loss_bbox: 0.132204 loss_giou: 0.579180 loss_class_aux: 2.384144 loss_bbox_aux: 0.440700 loss_giou_aux: 1.833084 loss_class_dn: 0.382671 loss_bbox_dn: 0.128554 loss_giou_dn: 0.451072 loss_class_aux_dn: 0.848484 loss_bbox_aux_dn: 0.332177 loss_giou_aux_dn: 1.084174 loss: 9.540260 eta: 26 days, 20:17:34 batch_cost: 0.7474 data_cost: 0.0078 ips: 10.7036 images/s
[08/20 14:54:18] ppdet.engine INFO: Epoch: [10] [37400/54024] learning_rate: 0.000100 loss_class: 0.744358 loss_bbox: 0.131263 loss_giou: 0.538441 loss_class_aux: 2.335919 loss_bbox_aux: 0.443438 loss_giou_aux: 1.707640 loss_class_dn: 0.368265 loss_bbox_dn: 0.127927 loss_giou_dn: 0.421329 loss_class_aux_dn: 0.824551 loss_bbox_aux_dn: 0.337297 loss_giou_aux_dn: 1.040863 loss: 9.250694 eta: 26 days, 20:13:00 batch_cost: 0.6053 data_cost: 0.0032 ips: 13.2175 images/s
[08/20 14:56:48] ppdet.engine INFO: Epoch: [10] [37600/54024] learning_rate: 0.000100 loss_class: 0.774305 loss_bbox: 0.126943 loss_giou: 0.533851 loss_class_aux: 2.407947 loss_bbox_aux: 0.424583 loss_giou_aux: 1.656945 loss_class_dn: 0.377279 loss_bbox_dn: 0.129201 loss_giou_dn: 0.426502 loss_class_aux_dn: 0.841093 loss_bbox_aux_dn: 0.342846 loss_giou_aux_dn: 1.030057 loss: 9.164715 eta: 26 days, 20:10:54 batch_cost: 0.7100 data_cost: 0.0836 ips: 11.2676 images/s
[08/20 14:59:11] ppdet.engine INFO: Epoch: [10] [37800/54024] learning_rate: 0.000100 loss_class: 0.754674 loss_bbox: 0.130422 loss_giou: 0.540646 loss_class_aux: 2.386115 loss_bbox_aux: 0.441852 loss_giou_aux: 1.715673 loss_class_dn: 0.377342 loss_bbox_dn: 0.127781 loss_giou_dn: 0.434885 loss_class_aux_dn: 0.848201 loss_bbox_aux_dn: 0.338094 loss_giou_aux_dn: 1.054351 loss: 9.296474 eta: 26 days, 20:07:55 batch_cost: 0.6725 data_cost: 0.0850 ips: 11.8950 images/s
[08/20 15:01:25] ppdet.engine INFO: Epoch: [10] [38000/54024] learning_rate: 0.000100 loss_class: 0.756120 loss_bbox: 0.138974 loss_giou: 0.528953 loss_class_aux: 2.367999 loss_bbox_aux: 0.453466 loss_giou_aux: 1.668844 loss_class_dn: 0.377137 loss_bbox_dn: 0.135288 loss_giou_dn: 0.433148 loss_class_aux_dn: 0.842434 loss_bbox_aux_dn: 0.357285 loss_giou_aux_dn: 1.041612 loss: 9.367092 eta: 26 days, 20:04:00 batch_cost: 0.6327 data_cost: 0.0737 ips: 12.6438 images/s
[08/20 15:03:56] ppdet.engine INFO: Epoch: [10] [38200/54024] learning_rate: 0.000100 loss_class: 0.778125 loss_bbox: 0.140396 loss_giou: 0.571909 loss_class_aux: 2.449917 loss_bbox_aux: 0.465237 loss_giou_aux: 1.799567 loss_class_dn: 0.385614 loss_bbox_dn: 0.135606 loss_giou_dn: 0.455389 loss_class_aux_dn: 0.857958 loss_bbox_aux_dn: 0.357568 loss_giou_aux_dn: 1.100962 loss: 9.711134 eta: 26 days, 20:02:04 batch_cost: 0.7177 data_cost: 0.0111 ips: 11.1473 images/s
[08/20 15:06:25] ppdet.engine INFO: Epoch: [10] [38400/54024] learning_rate: 0.000100 loss_class: 0.768965 loss_bbox: 0.129012 loss_giou: 0.539580 loss_class_aux: 2.415884 loss_bbox_aux: 0.435082 loss_giou_aux: 1.733186 loss_class_dn: 0.373227 loss_bbox_dn: 0.128046 loss_giou_dn: 0.433542 loss_class_aux_dn: 0.820421 loss_bbox_aux_dn: 0.339535 loss_giou_aux_dn: 1.039146 loss: 9.187145 eta: 26 days, 19:59:48 batch_cost: 0.7026 data_cost: 0.0100 ips: 11.3858 images/s
[08/20 15:08:53] ppdet.engine INFO: Epoch: [10] [38600/54024] learning_rate: 0.000100 loss_class: 0.755175 loss_bbox: 0.128396 loss_giou: 0.564068 loss_class_aux: 2.367033 loss_bbox_aux: 0.433904 loss_giou_aux: 1.786822 loss_class_dn: 0.376676 loss_bbox_dn: 0.130746 loss_giou_dn: 0.447203 loss_class_aux_dn: 0.842363 loss_bbox_aux_dn: 0.341021 loss_giou_aux_dn: 1.064842 loss: 9.338154 eta: 26 days, 19:57:31 batch_cost: 0.7025 data_cost: 0.0334 ips: 11.3876 images/s
[08/20 15:11:05] ppdet.engine INFO: Epoch: [10] [38800/54024] learning_rate: 0.000100 loss_class: 0.756358 loss_bbox: 0.137411 loss_giou: 0.568874 loss_class_aux: 2.361448 loss_bbox_aux: 0.451045 loss_giou_aux: 1.819823 loss_class_dn: 0.376523 loss_bbox_dn: 0.136661 loss_giou_dn: 0.443867 loss_class_aux_dn: 0.839748 loss_bbox_aux_dn: 0.358423 loss_giou_aux_dn: 1.072471 loss: 9.462952 eta: 26 days, 19:53:22 batch_cost: 0.6225 data_cost: 0.0371 ips: 12.8508 images/s
[08/20 15:13:54] ppdet.engine INFO: Epoch: [10] [39000/54024] learning_rate: 0.000100 loss_class: 0.760063 loss_bbox: 0.131914 loss_giou: 0.556951 loss_class_aux: 2.376020 loss_bbox_aux: 0.445125 loss_giou_aux: 1.740274 loss_class_dn: 0.372530 loss_bbox_dn: 0.137194 loss_giou_dn: 0.423239 loss_class_aux_dn: 0.819665 loss_bbox_aux_dn: 0.352792 loss_giou_aux_dn: 1.026345 loss: 9.260797 eta: 26 days, 19:53:26 batch_cost: 0.8028 data_cost: 0.0149 ips: 9.9651 images/s
[08/20 15:16:25] ppdet.engine INFO: Epoch: [10] [39200/54024] learning_rate: 0.000100 loss_class: 0.777310 loss_bbox: 0.131820 loss_giou: 0.546390 loss_class_aux: 2.433718 loss_bbox_aux: 0.451880 loss_giou_aux: 1.768197 loss_class_dn: 0.378095 loss_bbox_dn: 0.134192 loss_giou_dn: 0.433096 loss_class_aux_dn: 0.853226 loss_bbox_aux_dn: 0.362209 loss_giou_aux_dn: 1.039526 loss: 9.352160 eta: 26 days, 19:51:24 batch_cost: 0.7129 data_cost: 0.0689 ips: 11.2210 images/s
[08/20 15:18:57] ppdet.engine INFO: Epoch: [10] [39400/54024] learning_rate: 0.000100 loss_class: 0.755804 loss_bbox: 0.133143 loss_giou: 0.558790 loss_class_aux: 2.353550 loss_bbox_aux: 0.455344 loss_giou_aux: 1.795794 loss_class_dn: 0.371538 loss_bbox_dn: 0.127736 loss_giou_dn: 0.441323 loss_class_aux_dn: 0.837962 loss_bbox_aux_dn: 0.344403 loss_giou_aux_dn: 1.053577 loss: 9.411286 eta: 26 days, 19:49:33 batch_cost: 0.7207 data_cost: 0.0318 ips: 11.1001 images/s
[08/20 15:21:23] ppdet.engine INFO: Epoch: [10] [39600/54024] learning_rate: 0.000100 loss_class: 0.762928 loss_bbox: 0.137674 loss_giou: 0.512566 loss_class_aux: 2.411404 loss_bbox_aux: 0.453907 loss_giou_aux: 1.635138 loss_class_dn: 0.363413 loss_bbox_dn: 0.132240 loss_giou_dn: 0.410296 loss_class_aux_dn: 0.819048 loss_bbox_aux_dn: 0.356281 loss_giou_aux_dn: 0.993210 loss: 9.076093 eta: 26 days, 19:46:59 batch_cost: 0.6903 data_cost: 0.0243 ips: 11.5884 images/s
[08/20 15:23:42] ppdet.engine INFO: Epoch: [10] [39800/54024] learning_rate: 0.000100 loss_class: 0.758526 loss_bbox: 0.137433 loss_giou: 0.576684 loss_class_aux: 2.419728 loss_bbox_aux: 0.460440 loss_giou_aux: 1.844531 loss_class_dn: 0.388218 loss_bbox_dn: 0.135562 loss_giou_dn: 0.449680 loss_class_aux_dn: 0.861427 loss_bbox_aux_dn: 0.358399 loss_giou_aux_dn: 1.100801 loss: 9.499139 eta: 26 days, 19:43:39 batch_cost: 0.6579 data_cost: 0.0529 ips: 12.1591 images/s
[08/20 15:25:58] ppdet.engine INFO: Epoch: [10] [40000/54024] learning_rate: 0.000100 loss_class: 0.777783 loss_bbox: 0.138672 loss_giou: 0.595321 loss_class_aux: 2.440357 loss_bbox_aux: 0.469146 loss_giou_aux: 1.905004 loss_class_dn: 0.397863 loss_bbox_dn: 0.132198 loss_giou_dn: 0.466113 loss_class_aux_dn: 0.884527 loss_bbox_aux_dn: 0.353404 loss_giou_aux_dn: 1.108611 loss: 9.786898 eta: 26 days, 19:39:53 batch_cost: 0.6383 data_cost: 0.0118 ips: 12.5336 images/s
[08/20 15:28:29] ppdet.engine INFO: Epoch: [10] [40200/54024] learning_rate: 0.000100 loss_class: 0.779200 loss_bbox: 0.135714 loss_giou: 0.578287 loss_class_aux: 2.446846 loss_bbox_aux: 0.456304 loss_giou_aux: 1.828547 loss_class_dn: 0.388131 loss_bbox_dn: 0.134748 loss_giou_dn: 0.441948 loss_class_aux_dn: 0.874074 loss_bbox_aux_dn: 0.355851 loss_giou_aux_dn: 1.079514 loss: 9.643431 eta: 26 days, 19:37:59 batch_cost: 0.7193 data_cost: 0.1030 ips: 11.1218 images/s
[08/20 15:30:54] ppdet.engine INFO: Epoch: [10] [40400/54024] learning_rate: 0.000100 loss_class: 0.769084 loss_bbox: 0.129834 loss_giou: 0.572159 loss_class_aux: 2.440444 loss_bbox_aux: 0.444765 loss_giou_aux: 1.816412 loss_class_dn: 0.380528 loss_bbox_dn: 0.132488 loss_giou_dn: 0.449282 loss_class_aux_dn: 0.849263 loss_bbox_aux_dn: 0.345945 loss_giou_aux_dn: 1.084195 loss: 9.670319 eta: 26 days, 19:35:22 batch_cost: 0.6880 data_cost: 0.0353 ips: 11.6279 images/s
[08/20 15:33:51] ppdet.engine INFO: Epoch: [10] [40600/54024] learning_rate: 0.000100 loss_class: 0.774085 loss_bbox: 0.140576 loss_giou: 0.579625 loss_class_aux: 2.423352 loss_bbox_aux: 0.484589 loss_giou_aux: 1.826848 loss_class_dn: 0.392713 loss_bbox_dn: 0.132055 loss_giou_dn: 0.461484 loss_class_aux_dn: 0.875006 loss_bbox_aux_dn: 0.363690 loss_giou_aux_dn: 1.102988 loss: 9.766549 eta: 26 days, 19:36:24 batch_cost: 0.8443 data_cost: 0.1172 ips: 9.4757 images/s
[08/20 15:35:57] ppdet.engine INFO: Epoch: [10] [40800/54024] learning_rate: 0.000100 loss_class: 0.768982 loss_bbox: 0.122706 loss_giou: 0.519927 loss_class_aux: 2.358272 loss_bbox_aux: 0.414167 loss_giou_aux: 1.655876 loss_class_dn: 0.371749 loss_bbox_dn: 0.127631 loss_giou_dn: 0.416180 loss_class_aux_dn: 0.829556 loss_bbox_aux_dn: 0.332172 loss_giou_aux_dn: 1.021263 loss: 9.218503 eta: 26 days, 19:31:23 batch_cost: 0.5855 data_cost: 0.0312 ips: 13.6643 images/s
[08/20 15:38:29] ppdet.engine INFO: Epoch: [10] [41000/54024] learning_rate: 0.000100 loss_class: 0.775911 loss_bbox: 0.135754 loss_giou: 0.542610 loss_class_aux: 2.432899 loss_bbox_aux: 0.466044 loss_giou_aux: 1.721150 loss_class_dn: 0.373478 loss_bbox_dn: 0.139418 loss_giou_dn: 0.438644 loss_class_aux_dn: 0.834383 loss_bbox_aux_dn: 0.363919 loss_giou_aux_dn: 1.053893 loss: 9.578848 eta: 26 days, 19:29:35 batch_cost: 0.7229 data_cost: 0.0009 ips: 11.0664 images/s
[08/20 15:40:59] ppdet.engine INFO: Epoch: [10] [41200/54024] learning_rate: 0.000100 loss_class: 0.752579 loss_bbox: 0.132922 loss_giou: 0.560024 loss_class_aux: 2.358523 loss_bbox_aux: 0.432124 loss_giou_aux: 1.772557 loss_class_dn: 0.369340 loss_bbox_dn: 0.129680 loss_giou_dn: 0.440723 loss_class_aux_dn: 0.823379 loss_bbox_aux_dn: 0.340114 loss_giou_aux_dn: 1.054503 loss: 9.212309 eta: 26 days, 19:27:26 batch_cost: 0.7077 data_cost: 0.0068 ips: 11.3035 images/s
[08/20 15:43:31] ppdet.engine INFO: Epoch: [10] [41400/54024] learning_rate: 0.000100 loss_class: 0.779801 loss_bbox: 0.133248 loss_giou: 0.559053 loss_class_aux: 2.458734 loss_bbox_aux: 0.445972 loss_giou_aux: 1.755408 loss_class_dn: 0.383981 loss_bbox_dn: 0.135087 loss_giou_dn: 0.449539 loss_class_aux_dn: 0.859269 loss_bbox_aux_dn: 0.348840 loss_giou_aux_dn: 1.078023 loss: 9.544962 eta: 26 days, 19:25:34 batch_cost: 0.7203 data_cost: 0.0487 ips: 11.1070 images/s
[08/20 15:46:13] ppdet.engine INFO: Epoch: [10] [41600/54024] learning_rate: 0.000100 loss_class: 0.749290 loss_bbox: 0.126251 loss_giou: 0.510494 loss_class_aux: 2.317618 loss_bbox_aux: 0.431149 loss_giou_aux: 1.619688 loss_class_dn: 0.359487 loss_bbox_dn: 0.129906 loss_giou_dn: 0.406430 loss_class_aux_dn: 0.807264 loss_bbox_aux_dn: 0.346632 loss_giou_aux_dn: 0.988916 loss: 9.046392 eta: 26 days, 19:24:48 batch_cost: 0.7678 data_cost: 0.0636 ips: 10.4190 images/s
[08/20 15:48:54] ppdet.engine INFO: Epoch: [10] [41800/54024] learning_rate: 0.000100 loss_class: 0.743910 loss_bbox: 0.120992 loss_giou: 0.539267 loss_class_aux: 2.337866 loss_bbox_aux: 0.408278 loss_giou_aux: 1.715300 loss_class_dn: 0.364667 loss_bbox_dn: 0.119741 loss_giou_dn: 0.428841 loss_class_aux_dn: 0.821872 loss_bbox_aux_dn: 0.316840 loss_giou_aux_dn: 1.032311 loss: 9.057306 eta: 26 days, 19:24:00 batch_cost: 0.7660 data_cost: 0.0468 ips: 10.4436 images/s
[08/20 15:51:16] ppdet.engine INFO: Epoch: [10] [42000/54024] learning_rate: 0.000100 loss_class: 0.766781 loss_bbox: 0.134439 loss_giou: 0.567000 loss_class_aux: 2.402092 loss_bbox_aux: 0.441777 loss_giou_aux: 1.805288 loss_class_dn: 0.379575 loss_bbox_dn: 0.129660 loss_giou_dn: 0.442422 loss_class_aux_dn: 0.845655 loss_bbox_aux_dn: 0.336583 loss_giou_aux_dn: 1.056228 loss: 9.430517 eta: 26 days, 19:21:03 batch_cost: 0.6737 data_cost: 0.0763 ips: 11.8742 images/s
[08/20 15:54:31] ppdet.engine INFO: Epoch: [10] [42200/54024] learning_rate: 0.000100 loss_class: 0.756231 loss_bbox: 0.128511 loss_giou: 0.547308 loss_class_aux: 2.332108 loss_bbox_aux: 0.423040 loss_giou_aux: 1.742090 loss_class_dn: 0.369727 loss_bbox_dn: 0.127620 loss_giou_dn: 0.431290 loss_class_aux_dn: 0.822398 loss_bbox_aux_dn: 0.333111 loss_giou_aux_dn: 1.046145 loss: 9.201136 eta: 26 days, 19:24:05 batch_cost: 0.9313 data_cost: 0.0631 ips: 8.5899 images/s
[08/20 15:56:42] ppdet.engine INFO: Epoch: [10] [42400/54024] learning_rate: 0.000100 loss_class: 0.763645 loss_bbox: 0.133167 loss_giou: 0.545814 loss_class_aux: 2.373713 loss_bbox_aux: 0.452399 loss_giou_aux: 1.746058 loss_class_dn: 0.384564 loss_bbox_dn: 0.127943 loss_giou_dn: 0.443102 loss_class_aux_dn: 0.859731 loss_bbox_aux_dn: 0.346558 loss_giou_aux_dn: 1.076189 loss: 9.693341 eta: 26 days, 19:19:44 batch_cost: 0.6133 data_cost: 0.0077 ips: 13.0432 images/s
[08/20 15:58:55] ppdet.engine INFO: Epoch: [10] [42600/54024] learning_rate: 0.000100 loss_class: 0.759605 loss_bbox: 0.134270 loss_giou: 0.550886 loss_class_aux: 2.355232 loss_bbox_aux: 0.444949 loss_giou_aux: 1.756085 loss_class_dn: 0.369783 loss_bbox_dn: 0.123635 loss_giou_dn: 0.432128 loss_class_aux_dn: 0.820291 loss_bbox_aux_dn: 0.334337 loss_giou_aux_dn: 1.052166 loss: 9.274627 eta: 26 days, 19:15:42 batch_cost: 0.6275 data_cost: 0.0441 ips: 12.7499 images/s
[08/20 16:01:29] ppdet.engine INFO: Epoch: [10] [42800/54024] learning_rate: 0.000100 loss_class: 0.744268 loss_bbox: 0.129767 loss_giou: 0.561852 loss_class_aux: 2.305765 loss_bbox_aux: 0.440796 loss_giou_aux: 1.797150 loss_class_dn: 0.365052 loss_bbox_dn: 0.125249 loss_giou_dn: 0.432790 loss_class_aux_dn: 0.832950 loss_bbox_aux_dn: 0.341027 loss_giou_aux_dn: 1.047748 loss: 9.181281 eta: 26 days, 19:14:05 batch_cost: 0.7308 data_cost: 0.0698 ips: 10.9462 images/s
[08/20 16:04:26] ppdet.engine INFO: Epoch: [10] [43000/54024] learning_rate: 0.000100 loss_class: 0.741848 loss_bbox: 0.123855 loss_giou: 0.531814 loss_class_aux: 2.364692 loss_bbox_aux: 0.433672 loss_giou_aux: 1.690285 loss_class_dn: 0.354435 loss_bbox_dn: 0.124819 loss_giou_dn: 0.427585 loss_class_aux_dn: 0.801521 loss_bbox_aux_dn: 0.329070 loss_giou_aux_dn: 1.030843 loss: 8.916941 eta: 26 days, 19:14:57 batch_cost: 0.8386 data_cost: 0.0210 ips: 9.5402 images/s
[08/20 16:07:07] ppdet.engine INFO: Epoch: [10] [43200/54024] learning_rate: 0.000100 loss_class: 0.746804 loss_bbox: 0.130754 loss_giou: 0.554341 loss_class_aux: 2.320811 loss_bbox_aux: 0.440428 loss_giou_aux: 1.800342 loss_class_dn: 0.363696 loss_bbox_dn: 0.127124 loss_giou_dn: 0.444687 loss_class_aux_dn: 0.817311 loss_bbox_aux_dn: 0.332178 loss_giou_aux_dn: 1.071033 loss: 9.256449 eta: 26 days, 19:14:10 batch_cost: 0.7675 data_cost: 0.0081 ips: 10.4237 images/s
[08/20 16:09:55] ppdet.engine INFO: Epoch: [10] [43400/54024] learning_rate: 0.000100 loss_class: 0.782834 loss_bbox: 0.132510 loss_giou: 0.525737 loss_class_aux: 2.461212 loss_bbox_aux: 0.452431 loss_giou_aux: 1.666716 loss_class_dn: 0.377308 loss_bbox_dn: 0.135505 loss_giou_dn: 0.414654 loss_class_aux_dn: 0.848322 loss_bbox_aux_dn: 0.350012 loss_giou_aux_dn: 1.022182 loss: 9.243166 eta: 26 days, 19:14:08 batch_cost: 0.7993 data_cost: 0.1280 ips: 10.0083 images/s
[08/20 16:12:18] ppdet.engine INFO: Epoch: [10] [43600/54024] learning_rate: 0.000100 loss_class: 0.765157 loss_bbox: 0.133029 loss_giou: 0.557695 loss_class_aux: 2.384642 loss_bbox_aux: 0.445142 loss_giou_aux: 1.773026 loss_class_dn: 0.376079 loss_bbox_dn: 0.132292 loss_giou_dn: 0.433719 loss_class_aux_dn: 0.832905 loss_bbox_aux_dn: 0.348004 loss_giou_aux_dn: 1.037594 loss: 9.356088 eta: 26 days, 19:11:15 batch_cost: 0.6771 data_cost: 0.0682 ips: 11.8150 images/s
[08/20 16:14:54] ppdet.engine INFO: Epoch: [10] [43800/54024] learning_rate: 0.000100 loss_class: 0.760549 loss_bbox: 0.135356 loss_giou: 0.569878 loss_class_aux: 2.365740 loss_bbox_aux: 0.445059 loss_giou_aux: 1.819972 loss_class_dn: 0.376257 loss_bbox_dn: 0.126991 loss_giou_dn: 0.457031 loss_class_aux_dn: 0.850217 loss_bbox_aux_dn: 0.337981 loss_giou_aux_dn: 1.096057 loss: 9.360829 eta: 26 days, 19:09:55 batch_cost: 0.7438 data_cost: 0.0917 ips: 10.7561 images/s
[08/20 16:17:43] ppdet.engine INFO: Epoch: [10] [44000/54024] learning_rate: 0.000100 loss_class: 0.772881 loss_bbox: 0.136687 loss_giou: 0.606165 loss_class_aux: 2.383974 loss_bbox_aux: 0.454068 loss_giou_aux: 1.912123 loss_class_dn: 0.388725 loss_bbox_dn: 0.131389 loss_giou_dn: 0.469794 loss_class_aux_dn: 0.872770 loss_bbox_aux_dn: 0.354010 loss_giou_aux_dn: 1.122123 loss: 9.823999 eta: 26 days, 19:10:04 batch_cost: 0.8072 data_cost: 0.0632 ips: 9.9112 images/s
[08/20 16:20:01] ppdet.engine INFO: Epoch: [10] [44200/54024] learning_rate: 0.000100 loss_class: 0.752668 loss_bbox: 0.127446 loss_giou: 0.574546 loss_class_aux: 2.366938 loss_bbox_aux: 0.434616 loss_giou_aux: 1.833189 loss_class_dn: 0.381552 loss_bbox_dn: 0.126902 loss_giou_dn: 0.445754 loss_class_aux_dn: 0.854770 loss_bbox_aux_dn: 0.333976 loss_giou_aux_dn: 1.076498 loss: 9.572948 eta: 26 days, 19:06:37 batch_cost: 0.6527 data_cost: 0.0332 ips: 12.2577 images/s
[08/20 16:22:25] ppdet.engine INFO: Epoch: [10] [44400/54024] learning_rate: 0.000100 loss_class: 0.767046 loss_bbox: 0.131819 loss_giou: 0.573916 loss_class_aux: 2.381834 loss_bbox_aux: 0.434305 loss_giou_aux: 1.787977 loss_class_dn: 0.376841 loss_bbox_dn: 0.133623 loss_giou_dn: 0.426965 loss_class_aux_dn: 0.848083 loss_bbox_aux_dn: 0.351947 loss_giou_aux_dn: 1.035174 loss: 9.279621 eta: 26 days, 19:03:47 batch_cost: 0.6787 data_cost: 0.0008 ips: 11.7878 images/s
[08/20 16:25:07] ppdet.engine INFO: Epoch: [10] [44600/54024] learning_rate: 0.000100 loss_class: 0.761458 loss_bbox: 0.127239 loss_giou: 0.565544 loss_class_aux: 2.395052 loss_bbox_aux: 0.436051 loss_giou_aux: 1.782401 loss_class_dn: 0.376113 loss_bbox_dn: 0.129322 loss_giou_dn: 0.435267 loss_class_aux_dn: 0.855145 loss_bbox_aux_dn: 0.341288 loss_giou_aux_dn: 1.058604 loss: 9.515500 eta: 26 days, 19:03:01 batch_cost: 0.7685 data_cost: 0.0331 ips: 10.4096 images/s
[08/20 16:27:24] ppdet.engine INFO: Epoch: [10] [44800/54024] learning_rate: 0.000100 loss_class: 0.745231 loss_bbox: 0.130125 loss_giou: 0.553688 loss_class_aux: 2.348114 loss_bbox_aux: 0.431588 loss_giou_aux: 1.759054 loss_class_dn: 0.366626 loss_bbox_dn: 0.127264 loss_giou_dn: 0.436190 loss_class_aux_dn: 0.821647 loss_bbox_aux_dn: 0.338315 loss_giou_aux_dn: 1.040960 loss: 9.210010 eta: 26 days, 18:59:29 batch_cost: 0.6487 data_cost: 0.0387 ips: 12.3328 images/s
[08/20 16:29:43] ppdet.engine INFO: Epoch: [10] [45000/54024] learning_rate: 0.000100 loss_class: 0.758420 loss_bbox: 0.128912 loss_giou: 0.510588 loss_class_aux: 2.378522 loss_bbox_aux: 0.428993 loss_giou_aux: 1.614829 loss_class_dn: 0.368132 loss_bbox_dn: 0.129956 loss_giou_dn: 0.413980 loss_class_aux_dn: 0.828869 loss_bbox_aux_dn: 0.349735 loss_giou_aux_dn: 1.013778 loss: 9.144216 eta: 26 days, 18:56:08 batch_cost: 0.6566 data_cost: 0.0566 ips: 12.1843 images/s
[08/20 16:32:14] ppdet.engine INFO: Epoch: [10] [45200/54024] learning_rate: 0.000100 loss_class: 0.731484 loss_bbox: 0.131446 loss_giou: 0.546424 loss_class_aux: 2.281276 loss_bbox_aux: 0.432183 loss_giou_aux: 1.742551 loss_class_dn: 0.365048 loss_bbox_dn: 0.122266 loss_giou_dn: 0.429875 loss_class_aux_dn: 0.832563 loss_bbox_aux_dn: 0.326822 loss_giou_aux_dn: 1.056617 loss: 9.226144 eta: 26 days, 18:54:04 batch_cost: 0.7118 data_cost: 0.0542 ips: 11.2386 images/s
[08/20 16:34:38] ppdet.engine INFO: Epoch: [10] [45400/54024] learning_rate: 0.000100 loss_class: 0.758413 loss_bbox: 0.134468 loss_giou: 0.525580 loss_class_aux: 2.350755 loss_bbox_aux: 0.443978 loss_giou_aux: 1.684965 loss_class_dn: 0.373332 loss_bbox_dn: 0.132250 loss_giou_dn: 0.432156 loss_class_aux_dn: 0.824839 loss_bbox_aux_dn: 0.358075 loss_giou_aux_dn: 1.047892 loss: 9.485339 eta: 26 days, 18:51:24 batch_cost: 0.6863 data_cost: 0.0399 ips: 11.6563 images/s
[08/20 16:37:15] ppdet.engine INFO: Epoch: [10] [45600/54024] learning_rate: 0.000100 loss_class: 0.762697 loss_bbox: 0.133788 loss_giou: 0.555201 loss_class_aux: 2.357074 loss_bbox_aux: 0.457891 loss_giou_aux: 1.737604 loss_class_dn: 0.373448 loss_bbox_dn: 0.127908 loss_giou_dn: 0.434453 loss_class_aux_dn: 0.829120 loss_bbox_aux_dn: 0.341912 loss_giou_aux_dn: 1.044426 loss: 9.319879 eta: 26 days, 18:50:04 batch_cost: 0.7437 data_cost: 0.0930 ips: 10.7573 images/s
[08/20 16:40:13] ppdet.engine INFO: Epoch: [10] [45800/54024] learning_rate: 0.000100 loss_class: 0.754315 loss_bbox: 0.132775 loss_giou: 0.544182 loss_class_aux: 2.357956 loss_bbox_aux: 0.450206 loss_giou_aux: 1.744768 loss_class_dn: 0.378860 loss_bbox_dn: 0.130156 loss_giou_dn: 0.435421 loss_class_aux_dn: 0.841929 loss_bbox_aux_dn: 0.337034 loss_giou_aux_dn: 1.061683 loss: 9.330472 eta: 26 days, 18:51:11 batch_cost: 0.8504 data_cost: 0.0706 ips: 9.4071 images/s
[08/20 16:42:41] ppdet.engine INFO: Epoch: [10] [46000/54024] learning_rate: 0.000100 loss_class: 0.767699 loss_bbox: 0.130297 loss_giou: 0.586055 loss_class_aux: 2.408830 loss_bbox_aux: 0.445954 loss_giou_aux: 1.874736 loss_class_dn: 0.387931 loss_bbox_dn: 0.129761 loss_giou_dn: 0.457474 loss_class_aux_dn: 0.861532 loss_bbox_aux_dn: 0.344929 loss_giou_aux_dn: 1.114542 loss: 9.598910 eta: 26 days, 18:48:55 batch_cost: 0.7035 data_cost: 0.0092 ips: 11.3723 images/s
[08/20 16:45:04] ppdet.engine INFO: Epoch: [10] [46200/54024] learning_rate: 0.000100 loss_class: 0.742680 loss_bbox: 0.132732 loss_giou: 0.557707 loss_class_aux: 2.316042 loss_bbox_aux: 0.446821 loss_giou_aux: 1.765214 loss_class_dn: 0.366990 loss_bbox_dn: 0.125172 loss_giou_dn: 0.434368 loss_class_aux_dn: 0.819034 loss_bbox_aux_dn: 0.326612 loss_giou_aux_dn: 1.052516 loss: 9.184819 eta: 26 days, 18:46:02 batch_cost: 0.6766 data_cost: 0.0091 ips: 11.8230 images/s
[08/20 16:47:11] ppdet.engine INFO: Epoch: [10] [46400/54024] learning_rate: 0.000100 loss_class: 0.776776 loss_bbox: 0.137142 loss_giou: 0.535169 loss_class_aux: 2.409520 loss_bbox_aux: 0.461182 loss_giou_aux: 1.708705 loss_class_dn: 0.383532 loss_bbox_dn: 0.138692 loss_giou_dn: 0.431654 loss_class_aux_dn: 0.855191 loss_bbox_aux_dn: 0.365934 loss_giou_aux_dn: 1.045770 loss: 9.642063 eta: 26 days, 18:41:12 batch_cost: 0.5919 data_cost: 0.0317 ips: 13.5150 images/s
[08/20 16:49:24] ppdet.engine INFO: Epoch: [10] [46600/54024] learning_rate: 0.000100 loss_class: 0.749447 loss_bbox: 0.128536 loss_giou: 0.547115 loss_class_aux: 2.342140 loss_bbox_aux: 0.439651 loss_giou_aux: 1.730723 loss_class_dn: 0.368421 loss_bbox_dn: 0.125049 loss_giou_dn: 0.435718 loss_class_aux_dn: 0.829918 loss_bbox_aux_dn: 0.338460 loss_giou_aux_dn: 1.042863 loss: 9.206049 eta: 26 days, 18:37:10 batch_cost: 0.6262 data_cost: 0.0060 ips: 12.7755 images/s
[08/20 16:52:22] ppdet.engine INFO: Epoch: [10] [46800/54024] learning_rate: 0.000100 loss_class: 0.780209 loss_bbox: 0.132218 loss_giou: 0.546103 loss_class_aux: 2.419703 loss_bbox_aux: 0.437890 loss_giou_aux: 1.743642 loss_class_dn: 0.376878 loss_bbox_dn: 0.130769 loss_giou_dn: 0.437085 loss_class_aux_dn: 0.848726 loss_bbox_aux_dn: 0.347041 loss_giou_aux_dn: 1.063352 loss: 9.529017 eta: 26 days, 18:38:15 batch_cost: 0.8491 data_cost: 0.0013 ips: 9.4217 images/s
[08/20 16:55:15] ppdet.engine INFO: Epoch: [10] [47000/54024] learning_rate: 0.000100 loss_class: 0.748198 loss_bbox: 0.134002 loss_giou: 0.559188 loss_class_aux: 2.349272 loss_bbox_aux: 0.461303 loss_giou_aux: 1.796501 loss_class_dn: 0.377185 loss_bbox_dn: 0.132778 loss_giou_dn: 0.441026 loss_class_aux_dn: 0.842944 loss_bbox_aux_dn: 0.355435 loss_giou_aux_dn: 1.044847 loss: 9.408542 eta: 26 days, 18:38:50 batch_cost: 0.8275 data_cost: 0.0499 ips: 9.6677 images/s
[08/20 16:57:46] ppdet.engine INFO: Epoch: [10] [47200/54024] learning_rate: 0.000100 loss_class: 0.780645 loss_bbox: 0.131830 loss_giou: 0.550238 loss_class_aux: 2.437012 loss_bbox_aux: 0.439091 loss_giou_aux: 1.761733 loss_class_dn: 0.381035 loss_bbox_dn: 0.123840 loss_giou_dn: 0.430608 loss_class_aux_dn: 0.841590 loss_bbox_aux_dn: 0.337235 loss_giou_aux_dn: 1.063520 loss: 9.548777 eta: 26 days, 18:36:58 batch_cost: 0.7213 data_cost: 0.0008 ips: 11.0903 images/s
[08/20 17:00:28] ppdet.engine INFO: Epoch: [10] [47400/54024] learning_rate: 0.000100 loss_class: 0.772460 loss_bbox: 0.130514 loss_giou: 0.578788 loss_class_aux: 2.430208 loss_bbox_aux: 0.442440 loss_giou_aux: 1.839408 loss_class_dn: 0.383382 loss_bbox_dn: 0.123918 loss_giou_dn: 0.445212 loss_class_aux_dn: 0.851357 loss_bbox_aux_dn: 0.335017 loss_giou_aux_dn: 1.067862 loss: 9.476008 eta: 26 days, 18:36:16 batch_cost: 0.7718 data_cost: 0.0532 ips: 10.3651 images/s
[08/20 17:02:54] ppdet.engine INFO: Epoch: [10] [47600/54024] learning_rate: 0.000100 loss_class: 0.771516 loss_bbox: 0.132278 loss_giou: 0.542599 loss_class_aux: 2.400141 loss_bbox_aux: 0.444854 loss_giou_aux: 1.761683 loss_class_dn: 0.377453 loss_bbox_dn: 0.130612 loss_giou_dn: 0.438382 loss_class_aux_dn: 0.848018 loss_bbox_aux_dn: 0.344430 loss_giou_aux_dn: 1.065820 loss: 9.522200 eta: 26 days, 18:33:45 batch_cost: 0.6925 data_cost: 0.0273 ips: 11.5517 images/s
[08/20 17:05:34] ppdet.engine INFO: Epoch: [10] [47800/54024] learning_rate: 0.000100 loss_class: 0.773926 loss_bbox: 0.129621 loss_giou: 0.531103 loss_class_aux: 2.418099 loss_bbox_aux: 0.440081 loss_giou_aux: 1.709368 loss_class_dn: 0.371455 loss_bbox_dn: 0.130353 loss_giou_dn: 0.415189 loss_class_aux_dn: 0.833482 loss_bbox_aux_dn: 0.341850 loss_giou_aux_dn: 1.015247 loss: 9.173575 eta: 26 days, 18:32:48 batch_cost: 0.7613 data_cost: 0.0031 ips: 10.5087 images/s
[08/20 17:07:56] ppdet.engine INFO: Epoch: [10] [48000/54024] learning_rate: 0.000100 loss_class: 0.753702 loss_bbox: 0.132745 loss_giou: 0.533987 loss_class_aux: 2.383865 loss_bbox_aux: 0.450622 loss_giou_aux: 1.718882 loss_class_dn: 0.364907 loss_bbox_dn: 0.133906 loss_giou_dn: 0.435694 loss_class_aux_dn: 0.821326 loss_bbox_aux_dn: 0.351574 loss_giou_aux_dn: 1.058254 loss: 9.247667 eta: 26 days, 18:29:49 batch_cost: 0.6721 data_cost: 0.0376 ips: 11.9029 images/s
[08/20 17:10:31] ppdet.engine INFO: Epoch: [10] [48200/54024] learning_rate: 0.000100 loss_class: 0.742099 loss_bbox: 0.129887 loss_giou: 0.502521 loss_class_aux: 2.342035 loss_bbox_aux: 0.435474 loss_giou_aux: 1.587258 loss_class_dn: 0.359000 loss_bbox_dn: 0.135316 loss_giou_dn: 0.425799 loss_class_aux_dn: 0.813445 loss_bbox_aux_dn: 0.356887 loss_giou_aux_dn: 1.008930 loss: 8.987126 eta: 26 days, 18:28:17 batch_cost: 0.7354 data_cost: 0.0058 ips: 10.8778 images/s
[08/20 17:13:17] ppdet.engine INFO: Epoch: [10] [48400/54024] learning_rate: 0.000100 loss_class: 0.783141 loss_bbox: 0.135304 loss_giou: 0.564938 loss_class_aux: 2.445533 loss_bbox_aux: 0.448949 loss_giou_aux: 1.818973 loss_class_dn: 0.381930 loss_bbox_dn: 0.132347 loss_giou_dn: 0.449472 loss_class_aux_dn: 0.855575 loss_bbox_aux_dn: 0.357869 loss_giou_aux_dn: 1.090815 loss: 9.485222 eta: 26 days, 18:27:57 batch_cost: 0.7881 data_cost: 0.0027 ips: 10.1508 images/s
[08/20 17:16:03] ppdet.engine INFO: Epoch: [10] [48600/54024] learning_rate: 0.000100 loss_class: 0.735704 loss_bbox: 0.132232 loss_giou: 0.536736 loss_class_aux: 2.310924 loss_bbox_aux: 0.441921 loss_giou_aux: 1.671299 loss_class_dn: 0.366292 loss_bbox_dn: 0.131404 loss_giou_dn: 0.418130 loss_class_aux_dn: 0.822501 loss_bbox_aux_dn: 0.341182 loss_giou_aux_dn: 1.009316 loss: 9.062846 eta: 26 days, 18:27:38 batch_cost: 0.7892 data_cost: 0.0935 ips: 10.1374 images/s
[08/20 17:18:57] ppdet.engine INFO: Epoch: [10] [48800/54024] learning_rate: 0.000100 loss_class: 0.775708 loss_bbox: 0.132911 loss_giou: 0.533113 loss_class_aux: 2.403035 loss_bbox_aux: 0.455593 loss_giou_aux: 1.701972 loss_class_dn: 0.376198 loss_bbox_dn: 0.135392 loss_giou_dn: 0.429312 loss_class_aux_dn: 0.832867 loss_bbox_aux_dn: 0.360118 loss_giou_aux_dn: 1.045225 loss: 9.159702 eta: 26 days, 18:28:21 batch_cost: 0.8337 data_cost: 0.0017 ips: 9.5958 images/s
[08/20 17:21:34] ppdet.engine INFO: Epoch: [10] [49000/54024] learning_rate: 0.000100 loss_class: 0.788867 loss_bbox: 0.138783 loss_giou: 0.570353 loss_class_aux: 2.465954 loss_bbox_aux: 0.472383 loss_giou_aux: 1.828299 loss_class_dn: 0.391499 loss_bbox_dn: 0.139457 loss_giou_dn: 0.446761 loss_class_aux_dn: 0.885767 loss_bbox_aux_dn: 0.369378 loss_giou_aux_dn: 1.087719 loss: 9.884762 eta: 26 days, 18:27:01 batch_cost: 0.7450 data_cost: 0.0616 ips: 10.7384 images/s
[08/20 17:24:09] ppdet.engine INFO: Epoch: [10] [49200/54024] learning_rate: 0.000100 loss_class: 0.778179 loss_bbox: 0.135710 loss_giou: 0.589063 loss_class_aux: 2.404865 loss_bbox_aux: 0.452971 loss_giou_aux: 1.855391 loss_class_dn: 0.378326 loss_bbox_dn: 0.132436 loss_giou_dn: 0.450139 loss_class_aux_dn: 0.848962 loss_bbox_aux_dn: 0.349714 loss_giou_aux_dn: 1.093278 loss: 9.473422 eta: 26 days, 18:25:32 batch_cost: 0.7374 data_cost: 0.0743 ips: 10.8493 images/s
[08/20 17:26:33] ppdet.engine INFO: Epoch: [10] [49400/54024] learning_rate: 0.000100 loss_class: 0.757993 loss_bbox: 0.131763 loss_giou: 0.562156 loss_class_aux: 2.364524 loss_bbox_aux: 0.437128 loss_giou_aux: 1.781060 loss_class_dn: 0.375481 loss_bbox_dn: 0.133251 loss_giou_dn: 0.437818 loss_class_aux_dn: 0.846119 loss_bbox_aux_dn: 0.345410 loss_giou_aux_dn: 1.061213 loss: 9.374595 eta: 26 days, 18:22:42 batch_cost: 0.6795 data_cost: 0.0742 ips: 11.7730 images/s
[08/20 17:28:59] ppdet.engine INFO: Epoch: [10] [49600/54024] learning_rate: 0.000100 loss_class: 0.767837 loss_bbox: 0.129416 loss_giou: 0.577775 loss_class_aux: 2.398025 loss_bbox_aux: 0.432245 loss_giou_aux: 1.820730 loss_class_dn: 0.371921 loss_bbox_dn: 0.131122 loss_giou_dn: 0.444886 loss_class_aux_dn: 0.833800 loss_bbox_aux_dn: 0.345820 loss_giou_aux_dn: 1.090613 loss: 9.386656 eta: 26 days, 18:20:13 batch_cost: 0.6939 data_cost: 0.0157 ips: 11.5283 images/s
[08/20 17:31:39] ppdet.engine INFO: Epoch: [10] [49800/54024] learning_rate: 0.000100 loss_class: 0.762869 loss_bbox: 0.135559 loss_giou: 0.605030 loss_class_aux: 2.402844 loss_bbox_aux: 0.448907 loss_giou_aux: 1.915842 loss_class_dn: 0.383725 loss_bbox_dn: 0.133352 loss_giou_dn: 0.460046 loss_class_aux_dn: 0.864722 loss_bbox_aux_dn: 0.350216 loss_giou_aux_dn: 1.117529 loss: 9.675003 eta: 26 days, 18:19:18 batch_cost: 0.7628 data_cost: 0.0196 ips: 10.4881 images/s
[08/20 17:34:17] ppdet.engine INFO: Epoch: [10] [50000/54024] learning_rate: 0.000100 loss_class: 0.745093 loss_bbox: 0.131169 loss_giou: 0.602950 loss_class_aux: 2.368435 loss_bbox_aux: 0.437041 loss_giou_aux: 1.910301 loss_class_dn: 0.372046 loss_bbox_dn: 0.126518 loss_giou_dn: 0.450685 loss_class_aux_dn: 0.841450 loss_bbox_aux_dn: 0.338703 loss_giou_aux_dn: 1.075494 loss: 9.428751 eta: 26 days, 18:18:03 batch_cost: 0.7487 data_cost: 0.0465 ips: 10.6847 images/s
[08/20 17:36:38] ppdet.engine INFO: Epoch: [10] [50200/54024] learning_rate: 0.000100 loss_class: 0.742758 loss_bbox: 0.135966 loss_giou: 0.536897 loss_class_aux: 2.303544 loss_bbox_aux: 0.455875 loss_giou_aux: 1.722530 loss_class_dn: 0.370280 loss_bbox_dn: 0.135001 loss_giou_dn: 0.427030 loss_class_aux_dn: 0.820817 loss_bbox_aux_dn: 0.363240 loss_giou_aux_dn: 1.030590 loss: 9.214919 eta: 26 days, 18:14:54 batch_cost: 0.6647 data_cost: 0.0283 ips: 12.0350 images/s
[08/20 17:39:29] ppdet.engine INFO: Epoch: [10] [50400/54024] learning_rate: 0.000100 loss_class: 0.753391 loss_bbox: 0.128851 loss_giou: 0.518511 loss_class_aux: 2.386432 loss_bbox_aux: 0.429823 loss_giou_aux: 1.662071 loss_class_dn: 0.367714 loss_bbox_dn: 0.131261 loss_giou_dn: 0.419553 loss_class_aux_dn: 0.823575 loss_bbox_aux_dn: 0.340514 loss_giou_aux_dn: 1.041049 loss: 9.310554 eta: 26 days, 18:15:11 batch_cost: 0.8164 data_cost: 0.0510 ips: 9.7995 images/s
[08/20 17:41:51] ppdet.engine INFO: Epoch: [10] [50600/54024] learning_rate: 0.000100 loss_class: 0.779315 loss_bbox: 0.135041 loss_giou: 0.569227 loss_class_aux: 2.435093 loss_bbox_aux: 0.454211 loss_giou_aux: 1.822697 loss_class_dn: 0.382388 loss_bbox_dn: 0.133142 loss_giou_dn: 0.459077 loss_class_aux_dn: 0.856624 loss_bbox_aux_dn: 0.350701 loss_giou_aux_dn: 1.096238 loss: 9.502125 eta: 26 days, 18:12:14 batch_cost: 0.6734 data_cost: 0.0685 ips: 11.8806 images/s
[08/20 17:44:13] ppdet.engine INFO: Epoch: [10] [50800/54024] learning_rate: 0.000100 loss_class: 0.779667 loss_bbox: 0.140036 loss_giou: 0.577955 loss_class_aux: 2.427781 loss_bbox_aux: 0.466237 loss_giou_aux: 1.868004 loss_class_dn: 0.391496 loss_bbox_dn: 0.136083 loss_giou_dn: 0.449517 loss_class_aux_dn: 0.880896 loss_bbox_aux_dn: 0.357077 loss_giou_aux_dn: 1.091111 loss: 9.591263 eta: 26 days, 18:09:10 batch_cost: 0.6691 data_cost: 0.0509 ips: 11.9559 images/s
[08/20 17:47:08] ppdet.engine INFO: Epoch: [10] [51000/54024] learning_rate: 0.000100 loss_class: 0.747114 loss_bbox: 0.132977 loss_giou: 0.522665 loss_class_aux: 2.360066 loss_bbox_aux: 0.446336 loss_giou_aux: 1.673869 loss_class_dn: 0.364390 loss_bbox_dn: 0.128300 loss_giou_dn: 0.420318 loss_class_aux_dn: 0.830337 loss_bbox_aux_dn: 0.336932 loss_giou_aux_dn: 1.009602 loss: 9.122079 eta: 26 days, 18:10:01 batch_cost: 0.8404 data_cost: 0.0084 ips: 9.5192 images/s
[08/20 17:49:30] ppdet.engine INFO: Epoch: [10] [51200/54024] learning_rate: 0.000100 loss_class: 0.758849 loss_bbox: 0.133114 loss_giou: 0.574978 loss_class_aux: 2.371409 loss_bbox_aux: 0.443262 loss_giou_aux: 1.824933 loss_class_dn: 0.371295 loss_bbox_dn: 0.121998 loss_giou_dn: 0.459927 loss_class_aux_dn: 0.834109 loss_bbox_aux_dn: 0.324199 loss_giou_aux_dn: 1.094573 loss: 9.376005 eta: 26 days, 18:07:00 batch_cost: 0.6711 data_cost: 0.0079 ips: 11.9209 images/s
[08/20 17:51:51] ppdet.engine INFO: Epoch: [10] [51400/54024] learning_rate: 0.000100 loss_class: 0.773893 loss_bbox: 0.133349 loss_giou: 0.555079 loss_class_aux: 2.415579 loss_bbox_aux: 0.443519 loss_giou_aux: 1.735020 loss_class_dn: 0.381161 loss_bbox_dn: 0.130890 loss_giou_dn: 0.432050 loss_class_aux_dn: 0.854775 loss_bbox_aux_dn: 0.352722 loss_giou_aux_dn: 1.049600 loss: 9.366486 eta: 26 days, 18:03:50 batch_cost: 0.6641 data_cost: 0.0008 ips: 12.0460 images/s
[08/20 17:54:23] ppdet.engine INFO: Epoch: [10] [51600/54024] learning_rate: 0.000100 loss_class: 0.739217 loss_bbox: 0.135098 loss_giou: 0.556750 loss_class_aux: 2.330297 loss_bbox_aux: 0.447668 loss_giou_aux: 1.806211 loss_class_dn: 0.370502 loss_bbox_dn: 0.129335 loss_giou_dn: 0.445193 loss_class_aux_dn: 0.836725 loss_bbox_aux_dn: 0.343963 loss_giou_aux_dn: 1.074405 loss: 9.287336 eta: 26 days, 18:01:56 batch_cost: 0.7207 data_cost: 0.0801 ips: 11.1002 images/s
[08/20 17:56:53] ppdet.engine INFO: Epoch: [10] [51800/54024] learning_rate: 0.000100 loss_class: 0.803254 loss_bbox: 0.140006 loss_giou: 0.595701 loss_class_aux: 2.499014 loss_bbox_aux: 0.466198 loss_giou_aux: 1.871181 loss_class_dn: 0.402845 loss_bbox_dn: 0.132118 loss_giou_dn: 0.465084 loss_class_aux_dn: 0.894038 loss_bbox_aux_dn: 0.362418 loss_giou_aux_dn: 1.125433 loss: 9.868158 eta: 26 days, 17:59:56 batch_cost: 0.7150 data_cost: 0.0278 ips: 11.1885 images/s
[08/20 17:59:31] ppdet.engine INFO: Epoch: [10] [52000/54024] learning_rate: 0.000100 loss_class: 0.766209 loss_bbox: 0.127081 loss_giou: 0.518357 loss_class_aux: 2.384643 loss_bbox_aux: 0.427350 loss_giou_aux: 1.687034 loss_class_dn: 0.368586 loss_bbox_dn: 0.128005 loss_giou_dn: 0.423716 loss_class_aux_dn: 0.817915 loss_bbox_aux_dn: 0.336072 loss_giou_aux_dn: 1.027983 loss: 9.150609 eta: 26 days, 17:58:39 batch_cost: 0.7479 data_cost: 0.0469 ips: 10.6969 images/s
[08/20 18:02:23] ppdet.engine INFO: Epoch: [10] [52200/54024] learning_rate: 0.000100 loss_class: 0.758690 loss_bbox: 0.135838 loss_giou: 0.548626 loss_class_aux: 2.397386 loss_bbox_aux: 0.445776 loss_giou_aux: 1.734423 loss_class_dn: 0.377557 loss_bbox_dn: 0.126396 loss_giou_dn: 0.437995 loss_class_aux_dn: 0.850357 loss_bbox_aux_dn: 0.345314 loss_giou_aux_dn: 1.070331 loss: 9.491716 eta: 26 days, 17:59:04 batch_cost: 0.8220 data_cost: 0.0500 ips: 9.7326 images/s
[08/20 18:05:01] ppdet.engine INFO: Epoch: [10] [52400/54024] learning_rate: 0.000100 loss_class: 0.757473 loss_bbox: 0.126999 loss_giou: 0.549084 loss_class_aux: 2.387380 loss_bbox_aux: 0.430671 loss_giou_aux: 1.739584 loss_class_dn: 0.375069 loss_bbox_dn: 0.125913 loss_giou_dn: 0.440936 loss_class_aux_dn: 0.841299 loss_bbox_aux_dn: 0.331054 loss_giou_aux_dn: 1.079233 loss: 9.262064 eta: 26 days, 17:57:57 batch_cost: 0.7546 data_cost: 0.0231 ips: 10.6023 images/s
[08/20 18:07:33] ppdet.engine INFO: Epoch: [10] [52600/54024] learning_rate: 0.000100 loss_class: 0.758178 loss_bbox: 0.131858 loss_giou: 0.578445 loss_class_aux: 2.356852 loss_bbox_aux: 0.439230 loss_giou_aux: 1.818443 loss_class_dn: 0.384933 loss_bbox_dn: 0.134924 loss_giou_dn: 0.448215 loss_class_aux_dn: 0.855168 loss_bbox_aux_dn: 0.354577 loss_giou_aux_dn: 1.073474 loss: 9.625403 eta: 26 days, 17:56:04 batch_cost: 0.7207 data_cost: 0.0768 ips: 11.0999 images/s
[08/20 18:10:07] ppdet.engine INFO: Epoch: [10] [52800/54024] learning_rate: 0.000100 loss_class: 0.734433 loss_bbox: 0.124987 loss_giou: 0.572338 loss_class_aux: 2.277700 loss_bbox_aux: 0.432553 loss_giou_aux: 1.813539 loss_class_dn: 0.368898 loss_bbox_dn: 0.120827 loss_giou_dn: 0.437648 loss_class_aux_dn: 0.827214 loss_bbox_aux_dn: 0.322596 loss_giou_aux_dn: 1.062098 loss: 9.316962 eta: 26 days, 17:54:26 batch_cost: 0.7319 data_cost: 0.0637 ips: 10.9307 images/s
[08/20 18:12:29] ppdet.engine INFO: Epoch: [10] [53000/54024] learning_rate: 0.000100 loss_class: 0.750263 loss_bbox: 0.132211 loss_giou: 0.582596 loss_class_aux: 2.373302 loss_bbox_aux: 0.437844 loss_giou_aux: 1.844104 loss_class_dn: 0.381292 loss_bbox_dn: 0.129686 loss_giou_dn: 0.452142 loss_class_aux_dn: 0.849332 loss_bbox_aux_dn: 0.333259 loss_giou_aux_dn: 1.093860 loss: 9.342196 eta: 26 days, 17:51:26 batch_cost: 0.6718 data_cost: 0.0165 ips: 11.9088 images/s
[08/20 18:14:52] ppdet.engine INFO: Epoch: [10] [53200/54024] learning_rate: 0.000100 loss_class: 0.762134 loss_bbox: 0.133327 loss_giou: 0.547700 loss_class_aux: 2.393296 loss_bbox_aux: 0.437729 loss_giou_aux: 1.726669 loss_class_dn: 0.370374 loss_bbox_dn: 0.127979 loss_giou_dn: 0.413199 loss_class_aux_dn: 0.817820 loss_bbox_aux_dn: 0.339235 loss_giou_aux_dn: 1.005069 loss: 9.180294 eta: 26 days, 17:48:29 batch_cost: 0.6742 data_cost: 0.0802 ips: 11.8666 images/s
[08/20 18:17:18] ppdet.engine INFO: Epoch: [10] [53400/54024] learning_rate: 0.000100 loss_class: 0.761159 loss_bbox: 0.132876 loss_giou: 0.569467 loss_class_aux: 2.371651 loss_bbox_aux: 0.448866 loss_giou_aux: 1.818007 loss_class_dn: 0.372901 loss_bbox_dn: 0.128444 loss_giou_dn: 0.443382 loss_class_aux_dn: 0.838714 loss_bbox_aux_dn: 0.345266 loss_giou_aux_dn: 1.057721 loss: 9.283272 eta: 26 days, 17:45:52 batch_cost: 0.6884 data_cost: 0.0672 ips: 11.6216 images/s
[08/20 18:19:59] ppdet.engine INFO: Epoch: [10] [53600/54024] learning_rate: 0.000100 loss_class: 0.742700 loss_bbox: 0.129093 loss_giou: 0.518173 loss_class_aux: 2.354710 loss_bbox_aux: 0.432254 loss_giou_aux: 1.666404 loss_class_dn: 0.364063 loss_bbox_dn: 0.121447 loss_giou_dn: 0.423954 loss_class_aux_dn: 0.811074 loss_bbox_aux_dn: 0.322248 loss_giou_aux_dn: 1.020070 loss: 9.009079 eta: 26 days, 17:45:01 batch_cost: 0.7669 data_cost: 0.0285 ips: 10.4310 images/s
[08/20 18:22:44] ppdet.engine INFO: Epoch: [10] [53800/54024] learning_rate: 0.000100 loss_class: 0.762430 loss_bbox: 0.130190 loss_giou: 0.552263 loss_class_aux: 2.362246 loss_bbox_aux: 0.442914 loss_giou_aux: 1.777262 loss_class_dn: 0.373706 loss_bbox_dn: 0.122416 loss_giou_dn: 0.428981 loss_class_aux_dn: 0.830782 loss_bbox_aux_dn: 0.328560 loss_giou_aux_dn: 1.060623 loss: 9.306332 eta: 26 days, 17:44:33 batch_cost: 0.7838 data_cost: 0.0620 ips: 10.2061 images/s
[08/20 18:25:19] ppdet.engine INFO: Epoch: [10] [54000/54024] learning_rate: 0.000100 loss_class: 0.755054 loss_bbox: 0.128222 loss_giou: 0.555955 loss_class_aux: 2.358384 loss_bbox_aux: 0.425992 loss_giou_aux: 1.801331 loss_class_dn: 0.384578 loss_bbox_dn: 0.130832 loss_giou_dn: 0.438632 loss_class_aux_dn: 0.850866 loss_bbox_aux_dn: 0.340599 loss_giou_aux_dn: 1.055435 loss: 9.485519 eta: 26 days, 17:43:03 batch_cost: 0.7379 data_cost: 0.0605 ips: 10.8417 images/s
[08/20 18:25:42] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
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[08/20 18:53:34] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=6.16s)
creating index...
index created!
[08/20 18:53:42] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=226.17s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=2569.68s).
Accumulating evaluation results...
DONE (t=904.32s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.226
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.309
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.244
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.104
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.215
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.305
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.237
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.455
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.488
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.272
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.478
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.633
[08/20 19:57:09] ppdet.engine INFO: Total sample number: 80000, average FPS: 59.11790711309858
[08/20 19:57:09] ppdet.engine INFO: Best test bbox ap is 0.226.
[08/20 19:57:11] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
[08/20 19:57:21] ppdet.engine INFO: Epoch: [11] [    0/54024] learning_rate: 0.000100 loss_class: 0.758097 loss_bbox: 0.131935 loss_giou: 0.535335 loss_class_aux: 2.371916 loss_bbox_aux: 0.442819 loss_giou_aux: 1.737603 loss_class_dn: 0.383433 loss_bbox_dn: 0.134297 loss_giou_dn: 0.433155 loss_class_aux_dn: 0.850866 loss_bbox_aux_dn: 0.354331 loss_giou_aux_dn: 1.030889 loss: 9.467054 eta: 26 days, 17:42:15 batch_cost: 0.7267 data_cost: 0.0507 ips: 11.0081 images/s
[08/20 19:59:48] ppdet.engine INFO: Epoch: [11] [  200/54024] learning_rate: 0.000100 loss_class: 0.782663 loss_bbox: 0.130365 loss_giou: 0.529649 loss_class_aux: 2.464663 loss_bbox_aux: 0.437924 loss_giou_aux: 1.694730 loss_class_dn: 0.372482 loss_bbox_dn: 0.125583 loss_giou_dn: 0.424200 loss_class_aux_dn: 0.838243 loss_bbox_aux_dn: 0.343056 loss_giou_aux_dn: 1.028874 loss: 9.322738 eta: 26 days, 17:39:36 batch_cost: 0.6869 data_cost: 0.0473 ips: 11.6468 images/s
[08/20 20:02:21] ppdet.engine INFO: Epoch: [11] [  400/54024] learning_rate: 0.000100 loss_class: 0.782543 loss_bbox: 0.134339 loss_giou: 0.571896 loss_class_aux: 2.428144 loss_bbox_aux: 0.453706 loss_giou_aux: 1.804678 loss_class_dn: 0.379771 loss_bbox_dn: 0.126413 loss_giou_dn: 0.464788 loss_class_aux_dn: 0.857984 loss_bbox_aux_dn: 0.338532 loss_giou_aux_dn: 1.115171 loss: 9.899263 eta: 26 days, 17:37:41 batch_cost: 0.7201 data_cost: 0.0273 ips: 11.1095 images/s
[08/20 20:04:51] ppdet.engine INFO: Epoch: [11] [  600/54024] learning_rate: 0.000100 loss_class: 0.759543 loss_bbox: 0.131121 loss_giou: 0.532167 loss_class_aux: 2.390439 loss_bbox_aux: 0.442972 loss_giou_aux: 1.691089 loss_class_dn: 0.358622 loss_bbox_dn: 0.126880 loss_giou_dn: 0.414144 loss_class_aux_dn: 0.800115 loss_bbox_aux_dn: 0.337603 loss_giou_aux_dn: 1.002222 loss: 8.981668 eta: 26 days, 17:35:29 batch_cost: 0.7071 data_cost: 0.0428 ips: 11.3141 images/s
[08/20 20:07:14] ppdet.engine INFO: Epoch: [11] [  800/54024] learning_rate: 0.000100 loss_class: 0.745838 loss_bbox: 0.125572 loss_giou: 0.527362 loss_class_aux: 2.360065 loss_bbox_aux: 0.424392 loss_giou_aux: 1.703355 loss_class_dn: 0.356523 loss_bbox_dn: 0.125091 loss_giou_dn: 0.418491 loss_class_aux_dn: 0.806232 loss_bbox_aux_dn: 0.334475 loss_giou_aux_dn: 1.009296 loss: 9.076070 eta: 26 days, 17:32:23 batch_cost: 0.6669 data_cost: 0.0927 ips: 11.9963 images/s
[08/20 20:09:40] ppdet.engine INFO: Epoch: [11] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.726639 loss_bbox: 0.126662 loss_giou: 0.521844 loss_class_aux: 2.288824 loss_bbox_aux: 0.422839 loss_giou_aux: 1.643337 loss_class_dn: 0.359081 loss_bbox_dn: 0.123263 loss_giou_dn: 0.421664 loss_class_aux_dn: 0.806115 loss_bbox_aux_dn: 0.332452 loss_giou_aux_dn: 1.009237 loss: 8.883980 eta: 26 days, 17:29:43 batch_cost: 0.6863 data_cost: 0.0143 ips: 11.6571 images/s
[08/20 20:12:29] ppdet.engine INFO: Epoch: [11] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.772924 loss_bbox: 0.130214 loss_giou: 0.558203 loss_class_aux: 2.400287 loss_bbox_aux: 0.437011 loss_giou_aux: 1.789882 loss_class_dn: 0.375030 loss_bbox_dn: 0.122280 loss_giou_dn: 0.437751 loss_class_aux_dn: 0.839265 loss_bbox_aux_dn: 0.323481 loss_giou_aux_dn: 1.058291 loss: 9.128796 eta: 26 days, 17:29:33 batch_cost: 0.7976 data_cost: 0.0009 ips: 10.0297 images/s
[08/20 20:14:51] ppdet.engine INFO: Epoch: [11] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.763520 loss_bbox: 0.137314 loss_giou: 0.570606 loss_class_aux: 2.375668 loss_bbox_aux: 0.462188 loss_giou_aux: 1.791406 loss_class_dn: 0.369531 loss_bbox_dn: 0.132194 loss_giou_dn: 0.434899 loss_class_aux_dn: 0.830538 loss_bbox_aux_dn: 0.340227 loss_giou_aux_dn: 1.053180 loss: 9.159299 eta: 26 days, 17:26:25 batch_cost: 0.6654 data_cost: 0.0110 ips: 12.0230 images/s
[08/20 20:17:43] ppdet.engine INFO: Epoch: [11] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.745470 loss_bbox: 0.132544 loss_giou: 0.542009 loss_class_aux: 2.355109 loss_bbox_aux: 0.448865 loss_giou_aux: 1.727704 loss_class_dn: 0.371210 loss_bbox_dn: 0.129834 loss_giou_dn: 0.429660 loss_class_aux_dn: 0.824379 loss_bbox_aux_dn: 0.347731 loss_giou_aux_dn: 1.044366 loss: 9.132560 eta: 26 days, 17:26:34 batch_cost: 0.8119 data_cost: 0.1128 ips: 9.8534 images/s
[08/20 20:20:20] ppdet.engine INFO: Epoch: [11] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.755754 loss_bbox: 0.131391 loss_giou: 0.561707 loss_class_aux: 2.397307 loss_bbox_aux: 0.435428 loss_giou_aux: 1.766803 loss_class_dn: 0.368928 loss_bbox_dn: 0.130117 loss_giou_dn: 0.435191 loss_class_aux_dn: 0.816796 loss_bbox_aux_dn: 0.345085 loss_giou_aux_dn: 1.055448 loss: 9.290889 eta: 26 days, 17:25:10 batch_cost: 0.7424 data_cost: 0.0168 ips: 10.7755 images/s
[08/20 20:22:47] ppdet.engine INFO: Epoch: [11] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.791863 loss_bbox: 0.133161 loss_giou: 0.568341 loss_class_aux: 2.484929 loss_bbox_aux: 0.437085 loss_giou_aux: 1.820554 loss_class_dn: 0.395834 loss_bbox_dn: 0.128577 loss_giou_dn: 0.437761 loss_class_aux_dn: 0.883191 loss_bbox_aux_dn: 0.342380 loss_giou_aux_dn: 1.087464 loss: 9.654699 eta: 26 days, 17:22:36 batch_cost: 0.6908 data_cost: 0.0271 ips: 11.5811 images/s
[08/20 20:25:36] ppdet.engine INFO: Epoch: [11] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.743993 loss_bbox: 0.130512 loss_giou: 0.548407 loss_class_aux: 2.308611 loss_bbox_aux: 0.437896 loss_giou_aux: 1.764226 loss_class_dn: 0.362157 loss_bbox_dn: 0.129031 loss_giou_dn: 0.428168 loss_class_aux_dn: 0.808384 loss_bbox_aux_dn: 0.341764 loss_giou_aux_dn: 1.027060 loss: 9.049967 eta: 26 days, 17:22:34 batch_cost: 0.8034 data_cost: 0.0541 ips: 9.9574 images/s
[08/20 20:28:09] ppdet.engine INFO: Epoch: [11] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.781851 loss_bbox: 0.129735 loss_giou: 0.547605 loss_class_aux: 2.435056 loss_bbox_aux: 0.433792 loss_giou_aux: 1.766638 loss_class_dn: 0.378301 loss_bbox_dn: 0.133480 loss_giou_dn: 0.434623 loss_class_aux_dn: 0.847754 loss_bbox_aux_dn: 0.350832 loss_giou_aux_dn: 1.054921 loss: 9.400662 eta: 26 days, 17:20:37 batch_cost: 0.7185 data_cost: 0.0167 ips: 11.1336 images/s
[08/20 20:30:32] ppdet.engine INFO: Epoch: [11] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.733640 loss_bbox: 0.128596 loss_giou: 0.546760 loss_class_aux: 2.305308 loss_bbox_aux: 0.426279 loss_giou_aux: 1.731811 loss_class_dn: 0.370899 loss_bbox_dn: 0.124751 loss_giou_dn: 0.421253 loss_class_aux_dn: 0.823598 loss_bbox_aux_dn: 0.328298 loss_giou_aux_dn: 1.034447 loss: 9.081284 eta: 26 days, 17:17:43 batch_cost: 0.6760 data_cost: 0.0598 ips: 11.8343 images/s
[08/20 20:32:39] ppdet.engine INFO: Epoch: [11] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.739539 loss_bbox: 0.136346 loss_giou: 0.529393 loss_class_aux: 2.277729 loss_bbox_aux: 0.450213 loss_giou_aux: 1.714307 loss_class_dn: 0.366186 loss_bbox_dn: 0.139689 loss_giou_dn: 0.422677 loss_class_aux_dn: 0.824924 loss_bbox_aux_dn: 0.357714 loss_giou_aux_dn: 1.026028 loss: 9.154738 eta: 26 days, 17:12:56 batch_cost: 0.5920 data_cost: 0.0409 ips: 13.5135 images/s
[08/20 20:35:26] ppdet.engine INFO: Epoch: [11] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.758260 loss_bbox: 0.131929 loss_giou: 0.512897 loss_class_aux: 2.393441 loss_bbox_aux: 0.450248 loss_giou_aux: 1.661849 loss_class_dn: 0.372385 loss_bbox_dn: 0.131481 loss_giou_dn: 0.410217 loss_class_aux_dn: 0.834378 loss_bbox_aux_dn: 0.340959 loss_giou_aux_dn: 1.011096 loss: 9.322730 eta: 26 days, 17:12:36 batch_cost: 0.7907 data_cost: 0.0510 ips: 10.1173 images/s
[08/20 20:38:13] ppdet.engine INFO: Epoch: [11] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.744432 loss_bbox: 0.136211 loss_giou: 0.585639 loss_class_aux: 2.357484 loss_bbox_aux: 0.447563 loss_giou_aux: 1.849006 loss_class_dn: 0.370687 loss_bbox_dn: 0.126263 loss_giou_dn: 0.438705 loss_class_aux_dn: 0.832168 loss_bbox_aux_dn: 0.333301 loss_giou_aux_dn: 1.052129 loss: 9.195601 eta: 26 days, 17:12:13 batch_cost: 0.7883 data_cost: 0.0534 ips: 10.1484 images/s
[08/20 20:40:40] ppdet.engine INFO: Epoch: [11] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.764354 loss_bbox: 0.128387 loss_giou: 0.558346 loss_class_aux: 2.385432 loss_bbox_aux: 0.439703 loss_giou_aux: 1.818321 loss_class_dn: 0.385080 loss_bbox_dn: 0.129284 loss_giou_dn: 0.438556 loss_class_aux_dn: 0.859450 loss_bbox_aux_dn: 0.334945 loss_giou_aux_dn: 1.066090 loss: 9.519475 eta: 26 days, 17:09:44 batch_cost: 0.6940 data_cost: 0.0494 ips: 11.5268 images/s
[08/20 20:43:30] ppdet.engine INFO: Epoch: [11] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.718207 loss_bbox: 0.124314 loss_giou: 0.532909 loss_class_aux: 2.290240 loss_bbox_aux: 0.417534 loss_giou_aux: 1.706021 loss_class_dn: 0.359620 loss_bbox_dn: 0.123275 loss_giou_dn: 0.416563 loss_class_aux_dn: 0.814962 loss_bbox_aux_dn: 0.321621 loss_giou_aux_dn: 1.013984 loss: 8.886415 eta: 26 days, 17:09:49 batch_cost: 0.8092 data_cost: 0.0797 ips: 9.8860 images/s
[08/20 20:46:00] ppdet.engine INFO: Epoch: [11] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.742581 loss_bbox: 0.126205 loss_giou: 0.517806 loss_class_aux: 2.304246 loss_bbox_aux: 0.429298 loss_giou_aux: 1.647860 loss_class_dn: 0.359416 loss_bbox_dn: 0.130914 loss_giou_dn: 0.412940 loss_class_aux_dn: 0.810900 loss_bbox_aux_dn: 0.340409 loss_giou_aux_dn: 1.004095 loss: 8.904400 eta: 26 days, 17:07:34 batch_cost: 0.7052 data_cost: 0.0171 ips: 11.3437 images/s
[08/20 20:48:25] ppdet.engine INFO: Epoch: [11] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.752146 loss_bbox: 0.131525 loss_giou: 0.519609 loss_class_aux: 2.338469 loss_bbox_aux: 0.448124 loss_giou_aux: 1.658709 loss_class_dn: 0.358335 loss_bbox_dn: 0.133082 loss_giou_dn: 0.416267 loss_class_aux_dn: 0.811035 loss_bbox_aux_dn: 0.350652 loss_giou_aux_dn: 0.997657 loss: 9.034074 eta: 26 days, 17:04:45 batch_cost: 0.6799 data_cost: 0.0231 ips: 11.7671 images/s
[08/20 20:51:07] ppdet.engine INFO: Epoch: [11] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.730311 loss_bbox: 0.133623 loss_giou: 0.541134 loss_class_aux: 2.319888 loss_bbox_aux: 0.439673 loss_giou_aux: 1.728488 loss_class_dn: 0.361325 loss_bbox_dn: 0.132787 loss_giou_dn: 0.425863 loss_class_aux_dn: 0.810534 loss_bbox_aux_dn: 0.351992 loss_giou_aux_dn: 1.034600 loss: 9.102091 eta: 26 days, 17:03:46 batch_cost: 0.7617 data_cost: 0.0142 ips: 10.5035 images/s
[08/20 20:53:33] ppdet.engine INFO: Epoch: [11] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.761850 loss_bbox: 0.130515 loss_giou: 0.546436 loss_class_aux: 2.382018 loss_bbox_aux: 0.441605 loss_giou_aux: 1.784780 loss_class_dn: 0.378801 loss_bbox_dn: 0.134411 loss_giou_dn: 0.441789 loss_class_aux_dn: 0.848250 loss_bbox_aux_dn: 0.359302 loss_giou_aux_dn: 1.065761 loss: 9.234714 eta: 26 days, 17:01:09 batch_cost: 0.6888 data_cost: 0.0470 ips: 11.6150 images/s
[08/20 20:56:20] ppdet.engine INFO: Epoch: [11] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.731931 loss_bbox: 0.131312 loss_giou: 0.556298 loss_class_aux: 2.300390 loss_bbox_aux: 0.447907 loss_giou_aux: 1.788660 loss_class_dn: 0.380730 loss_bbox_dn: 0.128009 loss_giou_dn: 0.445022 loss_class_aux_dn: 0.861912 loss_bbox_aux_dn: 0.330296 loss_giou_aux_dn: 1.091705 loss: 9.419404 eta: 26 days, 17:00:48 batch_cost: 0.7897 data_cost: 0.0359 ips: 10.1298 images/s
[08/20 20:58:42] ppdet.engine INFO: Epoch: [11] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.745753 loss_bbox: 0.132425 loss_giou: 0.563802 loss_class_aux: 2.389549 loss_bbox_aux: 0.448765 loss_giou_aux: 1.791713 loss_class_dn: 0.386032 loss_bbox_dn: 0.127765 loss_giou_dn: 0.443338 loss_class_aux_dn: 0.850622 loss_bbox_aux_dn: 0.334467 loss_giou_aux_dn: 1.066499 loss: 9.560031 eta: 26 days, 16:57:42 batch_cost: 0.6678 data_cost: 0.0104 ips: 11.9799 images/s
[08/20 21:01:08] ppdet.engine INFO: Epoch: [11] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.799693 loss_bbox: 0.143761 loss_giou: 0.599809 loss_class_aux: 2.508163 loss_bbox_aux: 0.482757 loss_giou_aux: 1.925146 loss_class_dn: 0.399831 loss_bbox_dn: 0.133369 loss_giou_dn: 0.461793 loss_class_aux_dn: 0.907023 loss_bbox_aux_dn: 0.351755 loss_giou_aux_dn: 1.142239 loss: 10.165895 eta: 26 days, 16:54:58 batch_cost: 0.6829 data_cost: 0.0024 ips: 11.7146 images/s
[08/20 21:03:41] ppdet.engine INFO: Epoch: [11] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.760840 loss_bbox: 0.128275 loss_giou: 0.536286 loss_class_aux: 2.397471 loss_bbox_aux: 0.434163 loss_giou_aux: 1.719346 loss_class_dn: 0.378515 loss_bbox_dn: 0.127822 loss_giou_dn: 0.426347 loss_class_aux_dn: 0.841676 loss_bbox_aux_dn: 0.335164 loss_giou_aux_dn: 1.050369 loss: 9.245341 eta: 26 days, 16:53:06 batch_cost: 0.7222 data_cost: 0.0050 ips: 11.0771 images/s
[08/20 21:06:26] ppdet.engine INFO: Epoch: [11] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.779008 loss_bbox: 0.133954 loss_giou: 0.587530 loss_class_aux: 2.422593 loss_bbox_aux: 0.450511 loss_giou_aux: 1.903362 loss_class_dn: 0.389581 loss_bbox_dn: 0.127575 loss_giou_dn: 0.461948 loss_class_aux_dn: 0.867103 loss_bbox_aux_dn: 0.334162 loss_giou_aux_dn: 1.139053 loss: 9.718644 eta: 26 days, 16:52:32 batch_cost: 0.7810 data_cost: 0.0488 ips: 10.2436 images/s
[08/20 21:09:00] ppdet.engine INFO: Epoch: [11] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.766661 loss_bbox: 0.140557 loss_giou: 0.561042 loss_class_aux: 2.377189 loss_bbox_aux: 0.471704 loss_giou_aux: 1.771338 loss_class_dn: 0.377927 loss_bbox_dn: 0.134161 loss_giou_dn: 0.439143 loss_class_aux_dn: 0.837422 loss_bbox_aux_dn: 0.355278 loss_giou_aux_dn: 1.068802 loss: 9.561981 eta: 26 days, 16:50:46 batch_cost: 0.7266 data_cost: 0.0008 ips: 11.0107 images/s
[08/20 21:11:42] ppdet.engine INFO: Epoch: [11] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.762838 loss_bbox: 0.133270 loss_giou: 0.581721 loss_class_aux: 2.397664 loss_bbox_aux: 0.450445 loss_giou_aux: 1.857211 loss_class_dn: 0.388423 loss_bbox_dn: 0.130820 loss_giou_dn: 0.452953 loss_class_aux_dn: 0.863529 loss_bbox_aux_dn: 0.344392 loss_giou_aux_dn: 1.081679 loss: 9.672507 eta: 26 days, 16:49:48 batch_cost: 0.7628 data_cost: 0.0263 ips: 10.4876 images/s
[08/20 21:14:19] ppdet.engine INFO: Epoch: [11] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.784786 loss_bbox: 0.128674 loss_giou: 0.554019 loss_class_aux: 2.467044 loss_bbox_aux: 0.435632 loss_giou_aux: 1.776299 loss_class_dn: 0.381746 loss_bbox_dn: 0.134734 loss_giou_dn: 0.445348 loss_class_aux_dn: 0.861175 loss_bbox_aux_dn: 0.345068 loss_giou_aux_dn: 1.077650 loss: 9.570586 eta: 26 days, 16:48:22 batch_cost: 0.7418 data_cost: 0.0353 ips: 10.7844 images/s
[08/20 21:16:44] ppdet.engine INFO: Epoch: [11] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.801067 loss_bbox: 0.138454 loss_giou: 0.516934 loss_class_aux: 2.525885 loss_bbox_aux: 0.466240 loss_giou_aux: 1.650676 loss_class_dn: 0.384679 loss_bbox_dn: 0.139490 loss_giou_dn: 0.421688 loss_class_aux_dn: 0.854396 loss_bbox_aux_dn: 0.360149 loss_giou_aux_dn: 1.037781 loss: 9.553310 eta: 26 days, 16:45:46 batch_cost: 0.6896 data_cost: 0.0210 ips: 11.6003 images/s
[08/20 21:19:25] ppdet.engine INFO: Epoch: [11] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.765770 loss_bbox: 0.136284 loss_giou: 0.559738 loss_class_aux: 2.393488 loss_bbox_aux: 0.450977 loss_giou_aux: 1.799982 loss_class_dn: 0.380513 loss_bbox_dn: 0.132467 loss_giou_dn: 0.441524 loss_class_aux_dn: 0.862324 loss_bbox_aux_dn: 0.348202 loss_giou_aux_dn: 1.064529 loss: 9.499318 eta: 26 days, 16:44:53 batch_cost: 0.7665 data_cost: 0.0084 ips: 10.4368 images/s
[08/20 21:21:49] ppdet.engine INFO: Epoch: [11] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.776749 loss_bbox: 0.138225 loss_giou: 0.588198 loss_class_aux: 2.383751 loss_bbox_aux: 0.467713 loss_giou_aux: 1.853080 loss_class_dn: 0.377371 loss_bbox_dn: 0.130596 loss_giou_dn: 0.444608 loss_class_aux_dn: 0.846089 loss_bbox_aux_dn: 0.338756 loss_giou_aux_dn: 1.067469 loss: 9.587837 eta: 26 days, 16:41:57 batch_cost: 0.6748 data_cost: 0.0136 ips: 11.8560 images/s
[08/20 21:24:13] ppdet.engine INFO: Epoch: [11] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.754336 loss_bbox: 0.135229 loss_giou: 0.524392 loss_class_aux: 2.338089 loss_bbox_aux: 0.447876 loss_giou_aux: 1.678130 loss_class_dn: 0.364897 loss_bbox_dn: 0.131018 loss_giou_dn: 0.413314 loss_class_aux_dn: 0.822809 loss_bbox_aux_dn: 0.354874 loss_giou_aux_dn: 1.014381 loss: 9.214892 eta: 26 days, 16:39:04 batch_cost: 0.6770 data_cost: 0.0042 ips: 11.8169 images/s
[08/20 21:26:49] ppdet.engine INFO: Epoch: [11] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.765913 loss_bbox: 0.130295 loss_giou: 0.542101 loss_class_aux: 2.399563 loss_bbox_aux: 0.443249 loss_giou_aux: 1.727425 loss_class_dn: 0.372633 loss_bbox_dn: 0.132123 loss_giou_dn: 0.428608 loss_class_aux_dn: 0.827036 loss_bbox_aux_dn: 0.350243 loss_giou_aux_dn: 1.059005 loss: 9.437770 eta: 26 days, 16:37:32 batch_cost: 0.7374 data_cost: 0.0089 ips: 10.8483 images/s
[08/20 21:29:19] ppdet.engine INFO: Epoch: [11] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.753003 loss_bbox: 0.127365 loss_giou: 0.526099 loss_class_aux: 2.347701 loss_bbox_aux: 0.422812 loss_giou_aux: 1.685126 loss_class_dn: 0.371232 loss_bbox_dn: 0.124684 loss_giou_dn: 0.410773 loss_class_aux_dn: 0.812524 loss_bbox_aux_dn: 0.338267 loss_giou_aux_dn: 1.010575 loss: 9.181304 eta: 26 days, 16:35:22 batch_cost: 0.7092 data_cost: 0.0553 ips: 11.2809 images/s
[08/20 21:31:44] ppdet.engine INFO: Epoch: [11] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.751355 loss_bbox: 0.131048 loss_giou: 0.569372 loss_class_aux: 2.333055 loss_bbox_aux: 0.444754 loss_giou_aux: 1.811785 loss_class_dn: 0.364035 loss_bbox_dn: 0.129380 loss_giou_dn: 0.448469 loss_class_aux_dn: 0.804438 loss_bbox_aux_dn: 0.338928 loss_giou_aux_dn: 1.069972 loss: 9.284086 eta: 26 days, 16:32:31 batch_cost: 0.6777 data_cost: 0.0572 ips: 11.8042 images/s
[08/20 21:33:54] ppdet.engine INFO: Epoch: [11] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.750394 loss_bbox: 0.128576 loss_giou: 0.530659 loss_class_aux: 2.365298 loss_bbox_aux: 0.428078 loss_giou_aux: 1.683165 loss_class_dn: 0.369476 loss_bbox_dn: 0.127607 loss_giou_dn: 0.434408 loss_class_aux_dn: 0.828875 loss_bbox_aux_dn: 0.341585 loss_giou_aux_dn: 1.047116 loss: 9.239319 eta: 26 days, 16:28:07 batch_cost: 0.6088 data_cost: 0.0065 ips: 13.1397 images/s
[08/20 21:36:19] ppdet.engine INFO: Epoch: [11] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.785176 loss_bbox: 0.133107 loss_giou: 0.581080 loss_class_aux: 2.458545 loss_bbox_aux: 0.436698 loss_giou_aux: 1.846767 loss_class_dn: 0.381072 loss_bbox_dn: 0.127721 loss_giou_dn: 0.433859 loss_class_aux_dn: 0.854563 loss_bbox_aux_dn: 0.341229 loss_giou_aux_dn: 1.067263 loss: 9.394869 eta: 26 days, 16:25:20 batch_cost: 0.6812 data_cost: 0.0477 ips: 11.7436 images/s
[08/20 21:38:30] ppdet.engine INFO: Epoch: [11] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.768860 loss_bbox: 0.129364 loss_giou: 0.551092 loss_class_aux: 2.411525 loss_bbox_aux: 0.430496 loss_giou_aux: 1.757035 loss_class_dn: 0.377535 loss_bbox_dn: 0.130077 loss_giou_dn: 0.429935 loss_class_aux_dn: 0.844510 loss_bbox_aux_dn: 0.335922 loss_giou_aux_dn: 1.034812 loss: 9.411940 eta: 26 days, 16:20:58 batch_cost: 0.6099 data_cost: 0.0088 ips: 13.1179 images/s
[08/20 21:41:11] ppdet.engine INFO: Epoch: [11] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.748599 loss_bbox: 0.135365 loss_giou: 0.551578 loss_class_aux: 2.361999 loss_bbox_aux: 0.449580 loss_giou_aux: 1.788015 loss_class_dn: 0.375090 loss_bbox_dn: 0.126159 loss_giou_dn: 0.430107 loss_class_aux_dn: 0.832114 loss_bbox_aux_dn: 0.332157 loss_giou_aux_dn: 1.060214 loss: 9.254858 eta: 26 days, 16:19:53 batch_cost: 0.7577 data_cost: 0.0011 ips: 10.5582 images/s
[08/20 21:43:31] ppdet.engine INFO: Epoch: [11] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.741227 loss_bbox: 0.128815 loss_giou: 0.547665 loss_class_aux: 2.336227 loss_bbox_aux: 0.429118 loss_giou_aux: 1.756521 loss_class_dn: 0.365030 loss_bbox_dn: 0.127768 loss_giou_dn: 0.424585 loss_class_aux_dn: 0.810499 loss_bbox_aux_dn: 0.335019 loss_giou_aux_dn: 1.034671 loss: 9.155918 eta: 26 days, 16:16:38 batch_cost: 0.6601 data_cost: 0.0710 ips: 12.1203 images/s
[08/20 21:46:33] ppdet.engine INFO: Epoch: [11] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.729244 loss_bbox: 0.126220 loss_giou: 0.523195 loss_class_aux: 2.308643 loss_bbox_aux: 0.430457 loss_giou_aux: 1.654533 loss_class_dn: 0.369830 loss_bbox_dn: 0.127806 loss_giou_dn: 0.404935 loss_class_aux_dn: 0.824756 loss_bbox_aux_dn: 0.339725 loss_giou_aux_dn: 0.997360 loss: 9.066058 eta: 26 days, 16:18:08 batch_cost: 0.8744 data_cost: 0.0818 ips: 9.1487 images/s
[08/20 21:49:04] ppdet.engine INFO: Epoch: [11] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.743622 loss_bbox: 0.128913 loss_giou: 0.531768 loss_class_aux: 2.335671 loss_bbox_aux: 0.433209 loss_giou_aux: 1.704545 loss_class_dn: 0.366486 loss_bbox_dn: 0.128190 loss_giou_dn: 0.425261 loss_class_aux_dn: 0.814846 loss_bbox_aux_dn: 0.337386 loss_giou_aux_dn: 1.034613 loss: 8.976821 eta: 26 days, 16:15:57 batch_cost: 0.7082 data_cost: 0.0472 ips: 11.2965 images/s
[08/20 21:51:38] ppdet.engine INFO: Epoch: [11] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.750905 loss_bbox: 0.136892 loss_giou: 0.576982 loss_class_aux: 2.333482 loss_bbox_aux: 0.463118 loss_giou_aux: 1.822171 loss_class_dn: 0.383407 loss_bbox_dn: 0.129942 loss_giou_dn: 0.446458 loss_class_aux_dn: 0.852225 loss_bbox_aux_dn: 0.345894 loss_giou_aux_dn: 1.068082 loss: 9.528494 eta: 26 days, 16:14:15 batch_cost: 0.7300 data_cost: 0.0517 ips: 10.9583 images/s
[08/20 21:54:06] ppdet.engine INFO: Epoch: [11] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.769865 loss_bbox: 0.130579 loss_giou: 0.550885 loss_class_aux: 2.444599 loss_bbox_aux: 0.429856 loss_giou_aux: 1.760876 loss_class_dn: 0.384458 loss_bbox_dn: 0.132468 loss_giou_dn: 0.423633 loss_class_aux_dn: 0.855112 loss_bbox_aux_dn: 0.349006 loss_giou_aux_dn: 1.037663 loss: 9.350737 eta: 26 days, 16:11:47 batch_cost: 0.6957 data_cost: 0.0910 ips: 11.4988 images/s
[08/20 21:57:03] ppdet.engine INFO: Epoch: [11] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.747376 loss_bbox: 0.119408 loss_giou: 0.506475 loss_class_aux: 2.346953 loss_bbox_aux: 0.419277 loss_giou_aux: 1.645727 loss_class_dn: 0.353868 loss_bbox_dn: 0.121939 loss_giou_dn: 0.397910 loss_class_aux_dn: 0.795408 loss_bbox_aux_dn: 0.323439 loss_giou_aux_dn: 0.969262 loss: 8.688826 eta: 26 days, 16:12:28 batch_cost: 0.8375 data_cost: 0.0231 ips: 9.5528 images/s
[08/20 21:59:08] ppdet.engine INFO: Epoch: [11] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.758643 loss_bbox: 0.132131 loss_giou: 0.521483 loss_class_aux: 2.387487 loss_bbox_aux: 0.442926 loss_giou_aux: 1.652938 loss_class_dn: 0.365551 loss_bbox_dn: 0.123871 loss_giou_dn: 0.409066 loss_class_aux_dn: 0.827678 loss_bbox_aux_dn: 0.334545 loss_giou_aux_dn: 0.999286 loss: 9.110826 eta: 26 days, 16:07:33 batch_cost: 0.5852 data_cost: 0.0126 ips: 13.6700 images/s
[08/20 22:01:30] ppdet.engine INFO: Epoch: [11] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.773411 loss_bbox: 0.132747 loss_giou: 0.560686 loss_class_aux: 2.438921 loss_bbox_aux: 0.440217 loss_giou_aux: 1.833058 loss_class_dn: 0.384884 loss_bbox_dn: 0.131157 loss_giou_dn: 0.459919 loss_class_aux_dn: 0.875006 loss_bbox_aux_dn: 0.336495 loss_giou_aux_dn: 1.118486 loss: 9.631077 eta: 26 days, 16:04:25 batch_cost: 0.6654 data_cost: 0.0056 ips: 12.0230 images/s
[08/20 22:04:03] ppdet.engine INFO: Epoch: [11] [10000/54024] learning_rate: 0.000100 loss_class: 0.760223 loss_bbox: 0.129978 loss_giou: 0.545740 loss_class_aux: 2.339983 loss_bbox_aux: 0.433634 loss_giou_aux: 1.730848 loss_class_dn: 0.369011 loss_bbox_dn: 0.125241 loss_giou_dn: 0.436641 loss_class_aux_dn: 0.835945 loss_bbox_aux_dn: 0.343013 loss_giou_aux_dn: 1.061284 loss: 9.371504 eta: 26 days, 16:02:31 batch_cost: 0.7208 data_cost: 0.0627 ips: 11.0992 images/s
[08/20 22:06:26] ppdet.engine INFO: Epoch: [11] [10200/54024] learning_rate: 0.000100 loss_class: 0.733898 loss_bbox: 0.132123 loss_giou: 0.543567 loss_class_aux: 2.291670 loss_bbox_aux: 0.443457 loss_giou_aux: 1.751043 loss_class_dn: 0.373552 loss_bbox_dn: 0.128085 loss_giou_dn: 0.426668 loss_class_aux_dn: 0.841409 loss_bbox_aux_dn: 0.332907 loss_giou_aux_dn: 1.044295 loss: 9.179872 eta: 26 days, 15:59:29 batch_cost: 0.6701 data_cost: 0.0384 ips: 11.9377 images/s
[08/20 22:09:02] ppdet.engine INFO: Epoch: [11] [10400/54024] learning_rate: 0.000100 loss_class: 0.743717 loss_bbox: 0.122376 loss_giou: 0.524377 loss_class_aux: 2.340416 loss_bbox_aux: 0.419182 loss_giou_aux: 1.667129 loss_class_dn: 0.359676 loss_bbox_dn: 0.121208 loss_giou_dn: 0.411080 loss_class_aux_dn: 0.809720 loss_bbox_aux_dn: 0.325614 loss_giou_aux_dn: 1.008727 loss: 8.954662 eta: 26 days, 15:58:02 batch_cost: 0.7412 data_cost: 0.0062 ips: 10.7931 images/s
[08/20 22:11:39] ppdet.engine INFO: Epoch: [11] [10600/54024] learning_rate: 0.000100 loss_class: 0.768471 loss_bbox: 0.137771 loss_giou: 0.578605 loss_class_aux: 2.401379 loss_bbox_aux: 0.451875 loss_giou_aux: 1.837453 loss_class_dn: 0.378872 loss_bbox_dn: 0.126272 loss_giou_dn: 0.444605 loss_class_aux_dn: 0.848478 loss_bbox_aux_dn: 0.328488 loss_giou_aux_dn: 1.079647 loss: 9.504279 eta: 26 days, 15:56:34 batch_cost: 0.7412 data_cost: 0.0248 ips: 10.7927 images/s
[08/20 22:14:09] ppdet.engine INFO: Epoch: [11] [10800/54024] learning_rate: 0.000100 loss_class: 0.727729 loss_bbox: 0.124509 loss_giou: 0.543681 loss_class_aux: 2.259370 loss_bbox_aux: 0.429845 loss_giou_aux: 1.748384 loss_class_dn: 0.362999 loss_bbox_dn: 0.123471 loss_giou_dn: 0.423725 loss_class_aux_dn: 0.826672 loss_bbox_aux_dn: 0.323738 loss_giou_aux_dn: 1.041231 loss: 9.077317 eta: 26 days, 15:54:23 batch_cost: 0.7083 data_cost: 0.0912 ips: 11.2948 images/s
[08/20 22:16:53] ppdet.engine INFO: Epoch: [11] [11000/54024] learning_rate: 0.000100 loss_class: 0.763371 loss_bbox: 0.127226 loss_giou: 0.543657 loss_class_aux: 2.383633 loss_bbox_aux: 0.424456 loss_giou_aux: 1.722810 loss_class_dn: 0.376279 loss_bbox_dn: 0.123783 loss_giou_dn: 0.423712 loss_class_aux_dn: 0.845022 loss_bbox_aux_dn: 0.335964 loss_giou_aux_dn: 1.036570 loss: 9.291633 eta: 26 days, 15:53:38 batch_cost: 0.7730 data_cost: 0.1135 ips: 10.3495 images/s
[08/20 22:19:23] ppdet.engine INFO: Epoch: [11] [11200/54024] learning_rate: 0.000100 loss_class: 0.794271 loss_bbox: 0.137213 loss_giou: 0.576743 loss_class_aux: 2.461371 loss_bbox_aux: 0.459603 loss_giou_aux: 1.837880 loss_class_dn: 0.399579 loss_bbox_dn: 0.136670 loss_giou_dn: 0.464421 loss_class_aux_dn: 0.891816 loss_bbox_aux_dn: 0.358699 loss_giou_aux_dn: 1.118895 loss: 9.959706 eta: 26 days, 15:51:20 batch_cost: 0.7033 data_cost: 0.0960 ips: 11.3750 images/s
[08/20 22:22:07] ppdet.engine INFO: Epoch: [11] [11400/54024] learning_rate: 0.000100 loss_class: 0.733000 loss_bbox: 0.132691 loss_giou: 0.543232 loss_class_aux: 2.264960 loss_bbox_aux: 0.443159 loss_giou_aux: 1.688988 loss_class_dn: 0.352229 loss_bbox_dn: 0.127885 loss_giou_dn: 0.418791 loss_class_aux_dn: 0.792175 loss_bbox_aux_dn: 0.339057 loss_giou_aux_dn: 0.998337 loss: 8.971049 eta: 26 days, 15:50:38 batch_cost: 0.7755 data_cost: 0.1023 ips: 10.3161 images/s
[08/20 22:24:31] ppdet.engine INFO: Epoch: [11] [11600/54024] learning_rate: 0.000100 loss_class: 0.738851 loss_bbox: 0.127580 loss_giou: 0.560222 loss_class_aux: 2.311545 loss_bbox_aux: 0.424327 loss_giou_aux: 1.758424 loss_class_dn: 0.369379 loss_bbox_dn: 0.122475 loss_giou_dn: 0.430728 loss_class_aux_dn: 0.818249 loss_bbox_aux_dn: 0.324370 loss_giou_aux_dn: 1.039459 loss: 9.106035 eta: 26 days, 15:47:43 batch_cost: 0.6751 data_cost: 0.0471 ips: 11.8494 images/s
[08/20 22:27:25] ppdet.engine INFO: Epoch: [11] [11800/54024] learning_rate: 0.000100 loss_class: 0.754729 loss_bbox: 0.134494 loss_giou: 0.542072 loss_class_aux: 2.377568 loss_bbox_aux: 0.439083 loss_giou_aux: 1.700993 loss_class_dn: 0.376922 loss_bbox_dn: 0.127160 loss_giou_dn: 0.424759 loss_class_aux_dn: 0.842588 loss_bbox_aux_dn: 0.342314 loss_giou_aux_dn: 1.037266 loss: 9.220162 eta: 26 days, 15:48:11 batch_cost: 0.8290 data_cost: 0.0973 ips: 9.6497 images/s
[08/20 22:30:04] ppdet.engine INFO: Epoch: [11] [12000/54024] learning_rate: 0.000100 loss_class: 0.737497 loss_bbox: 0.125212 loss_giou: 0.556179 loss_class_aux: 2.315593 loss_bbox_aux: 0.428816 loss_giou_aux: 1.747290 loss_class_dn: 0.367115 loss_bbox_dn: 0.126536 loss_giou_dn: 0.430255 loss_class_aux_dn: 0.818226 loss_bbox_aux_dn: 0.327807 loss_giou_aux_dn: 1.059552 loss: 9.141047 eta: 26 days, 15:46:53 batch_cost: 0.7492 data_cost: 0.0064 ips: 10.6777 images/s
[08/20 22:32:33] ppdet.engine INFO: Epoch: [11] [12200/54024] learning_rate: 0.000100 loss_class: 0.796781 loss_bbox: 0.135916 loss_giou: 0.537211 loss_class_aux: 2.478012 loss_bbox_aux: 0.456072 loss_giou_aux: 1.718392 loss_class_dn: 0.390402 loss_bbox_dn: 0.134472 loss_giou_dn: 0.432337 loss_class_aux_dn: 0.874519 loss_bbox_aux_dn: 0.357109 loss_giou_aux_dn: 1.067261 loss: 9.478562 eta: 26 days, 15:44:41 batch_cost: 0.7077 data_cost: 0.0515 ips: 11.3049 images/s
[08/20 22:35:05] ppdet.engine INFO: Epoch: [11] [12400/54024] learning_rate: 0.000100 loss_class: 0.734671 loss_bbox: 0.130046 loss_giou: 0.549869 loss_class_aux: 2.310192 loss_bbox_aux: 0.426842 loss_giou_aux: 1.783421 loss_class_dn: 0.368028 loss_bbox_dn: 0.125775 loss_giou_dn: 0.451342 loss_class_aux_dn: 0.816516 loss_bbox_aux_dn: 0.331377 loss_giou_aux_dn: 1.072783 loss: 9.252360 eta: 26 days, 15:42:36 batch_cost: 0.7127 data_cost: 0.0009 ips: 11.2246 images/s
[08/20 22:37:56] ppdet.engine INFO: Epoch: [11] [12600/54024] learning_rate: 0.000100 loss_class: 0.744798 loss_bbox: 0.131857 loss_giou: 0.543215 loss_class_aux: 2.345367 loss_bbox_aux: 0.455652 loss_giou_aux: 1.680979 loss_class_dn: 0.370341 loss_bbox_dn: 0.133797 loss_giou_dn: 0.430371 loss_class_aux_dn: 0.816662 loss_bbox_aux_dn: 0.352885 loss_giou_aux_dn: 1.040262 loss: 9.250134 eta: 26 days, 15:42:48 batch_cost: 0.8174 data_cost: 0.0720 ips: 9.7870 images/s
[08/20 22:40:11] ppdet.engine INFO: Epoch: [11] [12800/54024] learning_rate: 0.000100 loss_class: 0.769516 loss_bbox: 0.132567 loss_giou: 0.513178 loss_class_aux: 2.445060 loss_bbox_aux: 0.450712 loss_giou_aux: 1.659533 loss_class_dn: 0.366813 loss_bbox_dn: 0.140802 loss_giou_dn: 0.420208 loss_class_aux_dn: 0.818990 loss_bbox_aux_dn: 0.370785 loss_giou_aux_dn: 1.030331 loss: 9.237640 eta: 26 days, 15:38:55 batch_cost: 0.6311 data_cost: 0.0371 ips: 12.6763 images/s
[08/20 22:42:39] ppdet.engine INFO: Epoch: [11] [13000/54024] learning_rate: 0.000100 loss_class: 0.720785 loss_bbox: 0.127571 loss_giou: 0.511483 loss_class_aux: 2.265882 loss_bbox_aux: 0.430659 loss_giou_aux: 1.639380 loss_class_dn: 0.359168 loss_bbox_dn: 0.128117 loss_giou_dn: 0.404178 loss_class_aux_dn: 0.798744 loss_bbox_aux_dn: 0.336842 loss_giou_aux_dn: 0.992674 loss: 8.911503 eta: 26 days, 15:36:22 batch_cost: 0.6919 data_cost: 0.0086 ips: 11.5629 images/s
[08/20 22:45:20] ppdet.engine INFO: Epoch: [11] [13200/54024] learning_rate: 0.000100 loss_class: 0.752887 loss_bbox: 0.131435 loss_giou: 0.540082 loss_class_aux: 2.366920 loss_bbox_aux: 0.442512 loss_giou_aux: 1.699121 loss_class_dn: 0.368757 loss_bbox_dn: 0.134161 loss_giou_dn: 0.433216 loss_class_aux_dn: 0.829347 loss_bbox_aux_dn: 0.349580 loss_giou_aux_dn: 1.032323 loss: 9.116837 eta: 26 days, 15:35:25 batch_cost: 0.7647 data_cost: 0.0019 ips: 10.4610 images/s
[08/20 22:47:55] ppdet.engine INFO: Epoch: [11] [13400/54024] learning_rate: 0.000100 loss_class: 0.782352 loss_bbox: 0.131536 loss_giou: 0.554633 loss_class_aux: 2.482001 loss_bbox_aux: 0.453851 loss_giou_aux: 1.726331 loss_class_dn: 0.381214 loss_bbox_dn: 0.127846 loss_giou_dn: 0.442572 loss_class_aux_dn: 0.859926 loss_bbox_aux_dn: 0.343225 loss_giou_aux_dn: 1.068016 loss: 9.294247 eta: 26 days, 15:33:47 batch_cost: 0.7340 data_cost: 0.0944 ips: 10.8999 images/s
[08/20 22:50:20] ppdet.engine INFO: Epoch: [11] [13600/54024] learning_rate: 0.000100 loss_class: 0.791434 loss_bbox: 0.136939 loss_giou: 0.576309 loss_class_aux: 2.469111 loss_bbox_aux: 0.459617 loss_giou_aux: 1.841516 loss_class_dn: 0.382964 loss_bbox_dn: 0.128205 loss_giou_dn: 0.443022 loss_class_aux_dn: 0.861299 loss_bbox_aux_dn: 0.344205 loss_giou_aux_dn: 1.082933 loss: 9.599237 eta: 26 days, 15:30:57 batch_cost: 0.6788 data_cost: 0.0303 ips: 11.7849 images/s
[08/20 22:53:31] ppdet.engine INFO: Epoch: [11] [13800/54024] learning_rate: 0.000100 loss_class: 0.740103 loss_bbox: 0.129904 loss_giou: 0.524547 loss_class_aux: 2.329259 loss_bbox_aux: 0.435289 loss_giou_aux: 1.679543 loss_class_dn: 0.364680 loss_bbox_dn: 0.130254 loss_giou_dn: 0.426597 loss_class_aux_dn: 0.829543 loss_bbox_aux_dn: 0.350727 loss_giou_aux_dn: 1.030787 loss: 9.193666 eta: 26 days, 15:33:16 batch_cost: 0.9142 data_cost: 0.0442 ips: 8.7512 images/s
[08/20 22:55:48] ppdet.engine INFO: Epoch: [11] [14000/54024] learning_rate: 0.000100 loss_class: 0.812674 loss_bbox: 0.135602 loss_giou: 0.557599 loss_class_aux: 2.523903 loss_bbox_aux: 0.454280 loss_giou_aux: 1.769065 loss_class_dn: 0.395005 loss_bbox_dn: 0.124270 loss_giou_dn: 0.456645 loss_class_aux_dn: 0.881244 loss_bbox_aux_dn: 0.335286 loss_giou_aux_dn: 1.086262 loss: 9.619642 eta: 26 days, 15:29:36 batch_cost: 0.6410 data_cost: 0.0055 ips: 12.4808 images/s
[08/20 22:57:57] ppdet.engine INFO: Epoch: [11] [14200/54024] learning_rate: 0.000100 loss_class: 0.756259 loss_bbox: 0.130050 loss_giou: 0.543885 loss_class_aux: 2.376768 loss_bbox_aux: 0.439078 loss_giou_aux: 1.734845 loss_class_dn: 0.368811 loss_bbox_dn: 0.129783 loss_giou_dn: 0.425438 loss_class_aux_dn: 0.838146 loss_bbox_aux_dn: 0.346081 loss_giou_aux_dn: 1.045265 loss: 9.319309 eta: 26 days, 15:25:02 batch_cost: 0.5995 data_cost: 0.0126 ips: 13.3443 images/s
[08/20 23:00:57] ppdet.engine INFO: Epoch: [11] [14400/54024] learning_rate: 0.000100 loss_class: 0.789863 loss_bbox: 0.141587 loss_giou: 0.572209 loss_class_aux: 2.443419 loss_bbox_aux: 0.469552 loss_giou_aux: 1.844712 loss_class_dn: 0.392441 loss_bbox_dn: 0.140759 loss_giou_dn: 0.445372 loss_class_aux_dn: 0.877519 loss_bbox_aux_dn: 0.369769 loss_giou_aux_dn: 1.094561 loss: 9.878404 eta: 26 days, 15:26:07 batch_cost: 0.8582 data_cost: 0.0233 ips: 9.3222 images/s
[08/20 23:03:34] ppdet.engine INFO: Epoch: [11] [14600/54024] learning_rate: 0.000100 loss_class: 0.767636 loss_bbox: 0.126912 loss_giou: 0.552310 loss_class_aux: 2.419986 loss_bbox_aux: 0.426350 loss_giou_aux: 1.752273 loss_class_dn: 0.357780 loss_bbox_dn: 0.127514 loss_giou_dn: 0.427236 loss_class_aux_dn: 0.806711 loss_bbox_aux_dn: 0.331969 loss_giou_aux_dn: 1.037097 loss: 9.013707 eta: 26 days, 15:24:36 batch_cost: 0.7393 data_cost: 0.0650 ips: 10.8211 images/s
[08/20 23:06:04] ppdet.engine INFO: Epoch: [11] [14800/54024] learning_rate: 0.000100 loss_class: 0.751044 loss_bbox: 0.133090 loss_giou: 0.517075 loss_class_aux: 2.336061 loss_bbox_aux: 0.445840 loss_giou_aux: 1.668765 loss_class_dn: 0.360348 loss_bbox_dn: 0.132015 loss_giou_dn: 0.412547 loss_class_aux_dn: 0.811245 loss_bbox_aux_dn: 0.345281 loss_giou_aux_dn: 0.994856 loss: 9.125750 eta: 26 days, 15:22:22 batch_cost: 0.7065 data_cost: 0.0115 ips: 11.3237 images/s
[08/20 23:08:46] ppdet.engine INFO: Epoch: [11] [15000/54024] learning_rate: 0.000100 loss_class: 0.766625 loss_bbox: 0.133406 loss_giou: 0.540536 loss_class_aux: 2.403312 loss_bbox_aux: 0.432608 loss_giou_aux: 1.710497 loss_class_dn: 0.363470 loss_bbox_dn: 0.133291 loss_giou_dn: 0.425355 loss_class_aux_dn: 0.830751 loss_bbox_aux_dn: 0.354094 loss_giou_aux_dn: 1.032058 loss: 9.038788 eta: 26 days, 15:21:31 batch_cost: 0.7695 data_cost: 0.1084 ips: 10.3964 images/s
[08/20 23:11:23] ppdet.engine INFO: Epoch: [11] [15200/54024] learning_rate: 0.000100 loss_class: 0.747467 loss_bbox: 0.130528 loss_giou: 0.528828 loss_class_aux: 2.385384 loss_bbox_aux: 0.433399 loss_giou_aux: 1.689545 loss_class_dn: 0.371888 loss_bbox_dn: 0.128115 loss_giou_dn: 0.429417 loss_class_aux_dn: 0.832396 loss_bbox_aux_dn: 0.340491 loss_giou_aux_dn: 1.037598 loss: 9.418489 eta: 26 days, 15:20:05 batch_cost: 0.7436 data_cost: 0.0010 ips: 10.7589 images/s
[08/20 23:13:44] ppdet.engine INFO: Epoch: [11] [15400/54024] learning_rate: 0.000100 loss_class: 0.727345 loss_bbox: 0.122720 loss_giou: 0.504694 loss_class_aux: 2.270924 loss_bbox_aux: 0.415732 loss_giou_aux: 1.577986 loss_class_dn: 0.345796 loss_bbox_dn: 0.126866 loss_giou_dn: 0.394931 loss_class_aux_dn: 0.781139 loss_bbox_aux_dn: 0.339592 loss_giou_aux_dn: 0.967224 loss: 8.657273 eta: 26 days, 15:16:55 batch_cost: 0.6630 data_cost: 0.0351 ips: 12.0669 images/s
[08/20 23:16:17] ppdet.engine INFO: Epoch: [11] [15600/54024] learning_rate: 0.000100 loss_class: 0.744575 loss_bbox: 0.124617 loss_giou: 0.532668 loss_class_aux: 2.321688 loss_bbox_aux: 0.438594 loss_giou_aux: 1.718832 loss_class_dn: 0.361662 loss_bbox_dn: 0.132995 loss_giou_dn: 0.418085 loss_class_aux_dn: 0.824196 loss_bbox_aux_dn: 0.349949 loss_giou_aux_dn: 1.028492 loss: 9.138307 eta: 26 days, 15:14:57 batch_cost: 0.7188 data_cost: 0.0704 ips: 11.1292 images/s
[08/20 23:19:05] ppdet.engine INFO: Epoch: [11] [15800/54024] learning_rate: 0.000100 loss_class: 0.784277 loss_bbox: 0.133712 loss_giou: 0.565250 loss_class_aux: 2.423650 loss_bbox_aux: 0.451275 loss_giou_aux: 1.804936 loss_class_dn: 0.381875 loss_bbox_dn: 0.131832 loss_giou_dn: 0.445041 loss_class_aux_dn: 0.851809 loss_bbox_aux_dn: 0.340670 loss_giou_aux_dn: 1.088597 loss: 9.610590 eta: 26 days, 15:14:46 batch_cost: 0.8006 data_cost: 0.0774 ips: 9.9925 images/s
[08/20 23:21:50] ppdet.engine INFO: Epoch: [11] [16000/54024] learning_rate: 0.000100 loss_class: 0.764609 loss_bbox: 0.132243 loss_giou: 0.530378 loss_class_aux: 2.405677 loss_bbox_aux: 0.449810 loss_giou_aux: 1.682046 loss_class_dn: 0.366821 loss_bbox_dn: 0.125839 loss_giou_dn: 0.420863 loss_class_aux_dn: 0.827615 loss_bbox_aux_dn: 0.326399 loss_giou_aux_dn: 1.023662 loss: 9.152445 eta: 26 days, 15:14:13 batch_cost: 0.7845 data_cost: 0.0565 ips: 10.1979 images/s
[08/20 23:24:31] ppdet.engine INFO: Epoch: [11] [16200/54024] learning_rate: 0.000100 loss_class: 0.734426 loss_bbox: 0.134678 loss_giou: 0.513957 loss_class_aux: 2.289945 loss_bbox_aux: 0.455317 loss_giou_aux: 1.646067 loss_class_dn: 0.357502 loss_bbox_dn: 0.132730 loss_giou_dn: 0.405460 loss_class_aux_dn: 0.807283 loss_bbox_aux_dn: 0.350460 loss_giou_aux_dn: 1.008996 loss: 9.093771 eta: 26 days, 15:13:08 batch_cost: 0.7594 data_cost: 0.0362 ips: 10.5348 images/s
[08/20 23:27:38] ppdet.engine INFO: Epoch: [11] [16400/54024] learning_rate: 0.000100 loss_class: 0.770285 loss_bbox: 0.128473 loss_giou: 0.541138 loss_class_aux: 2.421737 loss_bbox_aux: 0.431276 loss_giou_aux: 1.748096 loss_class_dn: 0.376316 loss_bbox_dn: 0.135526 loss_giou_dn: 0.434238 loss_class_aux_dn: 0.837070 loss_bbox_aux_dn: 0.358606 loss_giou_aux_dn: 1.062386 loss: 9.390656 eta: 26 days, 15:14:52 batch_cost: 0.8891 data_cost: 0.1592 ips: 8.9983 images/s
[08/20 23:30:10] ppdet.engine INFO: Epoch: [11] [16600/54024] learning_rate: 0.000100 loss_class: 0.773655 loss_bbox: 0.128003 loss_giou: 0.556627 loss_class_aux: 2.414096 loss_bbox_aux: 0.429584 loss_giou_aux: 1.764828 loss_class_dn: 0.375766 loss_bbox_dn: 0.127942 loss_giou_dn: 0.428648 loss_class_aux_dn: 0.845826 loss_bbox_aux_dn: 0.339791 loss_giou_aux_dn: 1.063203 loss: 9.211715 eta: 26 days, 15:12:58 batch_cost: 0.7215 data_cost: 0.1320 ips: 11.0880 images/s
[08/20 23:32:20] ppdet.engine INFO: Epoch: [11] [16800/54024] learning_rate: 0.000100 loss_class: 0.779218 loss_bbox: 0.133955 loss_giou: 0.544234 loss_class_aux: 2.441417 loss_bbox_aux: 0.452882 loss_giou_aux: 1.724584 loss_class_dn: 0.370838 loss_bbox_dn: 0.132361 loss_giou_dn: 0.427246 loss_class_aux_dn: 0.828982 loss_bbox_aux_dn: 0.347550 loss_giou_aux_dn: 1.052551 loss: 9.259977 eta: 26 days, 15:08:30 batch_cost: 0.6044 data_cost: 0.0381 ips: 13.2367 images/s
[08/20 23:34:50] ppdet.engine INFO: Epoch: [11] [17000/54024] learning_rate: 0.000100 loss_class: 0.749454 loss_bbox: 0.122756 loss_giou: 0.528263 loss_class_aux: 2.313912 loss_bbox_aux: 0.421997 loss_giou_aux: 1.717347 loss_class_dn: 0.365775 loss_bbox_dn: 0.125296 loss_giou_dn: 0.424377 loss_class_aux_dn: 0.818878 loss_bbox_aux_dn: 0.333725 loss_giou_aux_dn: 1.023432 loss: 9.033901 eta: 26 days, 15:06:23 batch_cost: 0.7114 data_cost: 0.0029 ips: 11.2458 images/s
[08/20 23:37:31] ppdet.engine INFO: Epoch: [11] [17200/54024] learning_rate: 0.000100 loss_class: 0.780444 loss_bbox: 0.132213 loss_giou: 0.576602 loss_class_aux: 2.451977 loss_bbox_aux: 0.455000 loss_giou_aux: 1.858868 loss_class_dn: 0.385690 loss_bbox_dn: 0.128374 loss_giou_dn: 0.453409 loss_class_aux_dn: 0.847048 loss_bbox_aux_dn: 0.330887 loss_giou_aux_dn: 1.096948 loss: 9.588376 eta: 26 days, 15:05:23 batch_cost: 0.7636 data_cost: 0.0341 ips: 10.4773 images/s
[08/20 23:40:10] ppdet.engine INFO: Epoch: [11] [17400/54024] learning_rate: 0.000100 loss_class: 0.784132 loss_bbox: 0.134854 loss_giou: 0.598245 loss_class_aux: 2.479621 loss_bbox_aux: 0.445295 loss_giou_aux: 1.885862 loss_class_dn: 0.385854 loss_bbox_dn: 0.128649 loss_giou_dn: 0.463820 loss_class_aux_dn: 0.862690 loss_bbox_aux_dn: 0.341629 loss_giou_aux_dn: 1.111857 loss: 9.585143 eta: 26 days, 15:04:06 batch_cost: 0.7508 data_cost: 0.0084 ips: 10.6556 images/s
[08/20 23:42:39] ppdet.engine INFO: Epoch: [11] [17600/54024] learning_rate: 0.000100 loss_class: 0.749012 loss_bbox: 0.127597 loss_giou: 0.562379 loss_class_aux: 2.355697 loss_bbox_aux: 0.435601 loss_giou_aux: 1.791827 loss_class_dn: 0.353551 loss_bbox_dn: 0.127212 loss_giou_dn: 0.433949 loss_class_aux_dn: 0.805647 loss_bbox_aux_dn: 0.333280 loss_giou_aux_dn: 1.051126 loss: 9.072700 eta: 26 days, 15:01:49 batch_cost: 0.7045 data_cost: 0.0378 ips: 11.3548 images/s
[08/20 23:45:45] ppdet.engine INFO: Epoch: [11] [17800/54024] learning_rate: 0.000100 loss_class: 0.751897 loss_bbox: 0.125497 loss_giou: 0.517285 loss_class_aux: 2.349281 loss_bbox_aux: 0.431895 loss_giou_aux: 1.694562 loss_class_dn: 0.355170 loss_bbox_dn: 0.129040 loss_giou_dn: 0.419428 loss_class_aux_dn: 0.800574 loss_bbox_aux_dn: 0.334840 loss_giou_aux_dn: 1.007622 loss: 8.963915 eta: 26 days, 15:03:24 batch_cost: 0.8830 data_cost: 0.0876 ips: 9.0602 images/s
[08/20 23:48:26] ppdet.engine INFO: Epoch: [11] [18000/54024] learning_rate: 0.000100 loss_class: 0.751529 loss_bbox: 0.135419 loss_giou: 0.557277 loss_class_aux: 2.343866 loss_bbox_aux: 0.467385 loss_giou_aux: 1.781062 loss_class_dn: 0.379144 loss_bbox_dn: 0.127756 loss_giou_dn: 0.448983 loss_class_aux_dn: 0.832359 loss_bbox_aux_dn: 0.332266 loss_giou_aux_dn: 1.082296 loss: 9.424905 eta: 26 days, 15:02:24 batch_cost: 0.7631 data_cost: 0.0351 ips: 10.4835 images/s
[08/20 23:50:57] ppdet.engine INFO: Epoch: [11] [18200/54024] learning_rate: 0.000100 loss_class: 0.786046 loss_bbox: 0.136706 loss_giou: 0.595014 loss_class_aux: 2.456459 loss_bbox_aux: 0.452186 loss_giou_aux: 1.908101 loss_class_dn: 0.399126 loss_bbox_dn: 0.123371 loss_giou_dn: 0.453337 loss_class_aux_dn: 0.883623 loss_bbox_aux_dn: 0.331999 loss_giou_aux_dn: 1.099314 loss: 9.882299 eta: 26 days, 15:00:12 batch_cost: 0.7091 data_cost: 0.0084 ips: 11.2825 images/s
[08/20 23:54:00] ppdet.engine INFO: Epoch: [11] [18400/54024] learning_rate: 0.000100 loss_class: 0.765896 loss_bbox: 0.131941 loss_giou: 0.576653 loss_class_aux: 2.414756 loss_bbox_aux: 0.434862 loss_giou_aux: 1.850545 loss_class_dn: 0.384801 loss_bbox_dn: 0.126445 loss_giou_dn: 0.447357 loss_class_aux_dn: 0.855555 loss_bbox_aux_dn: 0.336951 loss_giou_aux_dn: 1.078921 loss: 9.582397 eta: 26 days, 15:01:31 batch_cost: 0.8702 data_cost: 0.0123 ips: 9.1932 images/s
[08/20 23:56:30] ppdet.engine INFO: Epoch: [11] [18600/54024] learning_rate: 0.000100 loss_class: 0.751116 loss_bbox: 0.135031 loss_giou: 0.512066 loss_class_aux: 2.358767 loss_bbox_aux: 0.448450 loss_giou_aux: 1.623301 loss_class_dn: 0.359063 loss_bbox_dn: 0.128152 loss_giou_dn: 0.410542 loss_class_aux_dn: 0.806234 loss_bbox_aux_dn: 0.347556 loss_giou_aux_dn: 1.005448 loss: 8.991325 eta: 26 days, 14:59:17 batch_cost: 0.7069 data_cost: 0.0165 ips: 11.3173 images/s
[08/20 23:59:19] ppdet.engine INFO: Epoch: [11] [18800/54024] learning_rate: 0.000100 loss_class: 0.758334 loss_bbox: 0.137253 loss_giou: 0.554667 loss_class_aux: 2.385945 loss_bbox_aux: 0.448009 loss_giou_aux: 1.748671 loss_class_dn: 0.381634 loss_bbox_dn: 0.131329 loss_giou_dn: 0.439829 loss_class_aux_dn: 0.846444 loss_bbox_aux_dn: 0.342685 loss_giou_aux_dn: 1.077389 loss: 9.492016 eta: 26 days, 14:59:04 batch_cost: 0.8006 data_cost: 0.0275 ips: 9.9929 images/s
[08/21 00:01:52] ppdet.engine INFO: Epoch: [11] [19000/54024] learning_rate: 0.000100 loss_class: 0.762748 loss_bbox: 0.130116 loss_giou: 0.529416 loss_class_aux: 2.396187 loss_bbox_aux: 0.432910 loss_giou_aux: 1.684521 loss_class_dn: 0.375527 loss_bbox_dn: 0.133359 loss_giou_dn: 0.420599 loss_class_aux_dn: 0.833552 loss_bbox_aux_dn: 0.349497 loss_giou_aux_dn: 1.030303 loss: 9.162238 eta: 26 days, 14:57:12 batch_cost: 0.7240 data_cost: 0.0239 ips: 11.0503 images/s
[08/21 00:04:35] ppdet.engine INFO: Epoch: [11] [19200/54024] learning_rate: 0.000100 loss_class: 0.743396 loss_bbox: 0.133973 loss_giou: 0.550486 loss_class_aux: 2.322530 loss_bbox_aux: 0.455903 loss_giou_aux: 1.784217 loss_class_dn: 0.376449 loss_bbox_dn: 0.129021 loss_giou_dn: 0.429893 loss_class_aux_dn: 0.842234 loss_bbox_aux_dn: 0.340619 loss_giou_aux_dn: 1.025789 loss: 9.440820 eta: 26 days, 14:56:23 batch_cost: 0.7726 data_cost: 0.0023 ips: 10.3551 images/s
[08/21 00:07:15] ppdet.engine INFO: Epoch: [11] [19400/54024] learning_rate: 0.000100 loss_class: 0.746915 loss_bbox: 0.133389 loss_giou: 0.558009 loss_class_aux: 2.355907 loss_bbox_aux: 0.443005 loss_giou_aux: 1.764461 loss_class_dn: 0.367400 loss_bbox_dn: 0.126677 loss_giou_dn: 0.429202 loss_class_aux_dn: 0.819444 loss_bbox_aux_dn: 0.332256 loss_giou_aux_dn: 1.051600 loss: 9.237244 eta: 26 days, 14:55:12 batch_cost: 0.7553 data_cost: 0.0493 ips: 10.5914 images/s
[08/21 00:09:51] ppdet.engine INFO: Epoch: [11] [19600/54024] learning_rate: 0.000100 loss_class: 0.782090 loss_bbox: 0.141142 loss_giou: 0.567360 loss_class_aux: 2.453248 loss_bbox_aux: 0.466231 loss_giou_aux: 1.807708 loss_class_dn: 0.377935 loss_bbox_dn: 0.131212 loss_giou_dn: 0.440292 loss_class_aux_dn: 0.851049 loss_bbox_aux_dn: 0.351506 loss_giou_aux_dn: 1.077529 loss: 9.549484 eta: 26 days, 14:53:36 batch_cost: 0.7365 data_cost: 0.0219 ips: 10.8623 images/s
[08/21 00:12:12] ppdet.engine INFO: Epoch: [11] [19800/54024] learning_rate: 0.000100 loss_class: 0.753169 loss_bbox: 0.133516 loss_giou: 0.522855 loss_class_aux: 2.369879 loss_bbox_aux: 0.444571 loss_giou_aux: 1.692272 loss_class_dn: 0.372537 loss_bbox_dn: 0.138345 loss_giou_dn: 0.414340 loss_class_aux_dn: 0.838850 loss_bbox_aux_dn: 0.367775 loss_giou_aux_dn: 1.018970 loss: 9.208071 eta: 26 days, 14:50:24 batch_cost: 0.6626 data_cost: 0.0009 ips: 12.0742 images/s
[08/21 00:14:38] ppdet.engine INFO: Epoch: [11] [20000/54024] learning_rate: 0.000100 loss_class: 0.788689 loss_bbox: 0.133019 loss_giou: 0.553126 loss_class_aux: 2.448874 loss_bbox_aux: 0.447703 loss_giou_aux: 1.753359 loss_class_dn: 0.377253 loss_bbox_dn: 0.134013 loss_giou_dn: 0.431806 loss_class_aux_dn: 0.844827 loss_bbox_aux_dn: 0.357399 loss_giou_aux_dn: 1.061764 loss: 9.449898 eta: 26 days, 14:47:42 batch_cost: 0.6853 data_cost: 0.0125 ips: 11.6736 images/s
[08/21 00:17:30] ppdet.engine INFO: Epoch: [11] [20200/54024] learning_rate: 0.000100 loss_class: 0.747025 loss_bbox: 0.132204 loss_giou: 0.527982 loss_class_aux: 2.309708 loss_bbox_aux: 0.441409 loss_giou_aux: 1.685416 loss_class_dn: 0.360465 loss_bbox_dn: 0.129186 loss_giou_dn: 0.430602 loss_class_aux_dn: 0.829040 loss_bbox_aux_dn: 0.347328 loss_giou_aux_dn: 1.048162 loss: 9.080093 eta: 26 days, 14:47:54 batch_cost: 0.8197 data_cost: 0.0777 ips: 9.7599 images/s
[08/21 00:20:02] ppdet.engine INFO: Epoch: [11] [20400/54024] learning_rate: 0.000100 loss_class: 0.795179 loss_bbox: 0.132974 loss_giou: 0.577149 loss_class_aux: 2.464460 loss_bbox_aux: 0.454609 loss_giou_aux: 1.829268 loss_class_dn: 0.392133 loss_bbox_dn: 0.137508 loss_giou_dn: 0.465150 loss_class_aux_dn: 0.870279 loss_bbox_aux_dn: 0.350365 loss_giou_aux_dn: 1.115907 loss: 9.861852 eta: 26 days, 14:45:51 batch_cost: 0.7159 data_cost: 0.0455 ips: 11.1754 images/s
[08/21 00:22:29] ppdet.engine INFO: Epoch: [11] [20600/54024] learning_rate: 0.000100 loss_class: 0.750002 loss_bbox: 0.128975 loss_giou: 0.541445 loss_class_aux: 2.350802 loss_bbox_aux: 0.434542 loss_giou_aux: 1.728566 loss_class_dn: 0.369442 loss_bbox_dn: 0.127016 loss_giou_dn: 0.444278 loss_class_aux_dn: 0.821256 loss_bbox_aux_dn: 0.347312 loss_giou_aux_dn: 1.065239 loss: 9.198650 eta: 26 days, 14:43:07 batch_cost: 0.6841 data_cost: 0.0728 ips: 11.6938 images/s
[08/21 00:25:25] ppdet.engine INFO: Epoch: [11] [20800/54024] learning_rate: 0.000100 loss_class: 0.729332 loss_bbox: 0.126477 loss_giou: 0.525585 loss_class_aux: 2.309949 loss_bbox_aux: 0.408402 loss_giou_aux: 1.649486 loss_class_dn: 0.360515 loss_bbox_dn: 0.121474 loss_giou_dn: 0.414094 loss_class_aux_dn: 0.813665 loss_bbox_aux_dn: 0.327090 loss_giou_aux_dn: 1.001944 loss: 8.988201 eta: 26 days, 14:43:43 batch_cost: 0.8380 data_cost: 0.1009 ips: 9.5461 images/s
[08/21 00:28:07] ppdet.engine INFO: Epoch: [11] [21000/54024] learning_rate: 0.000100 loss_class: 0.746844 loss_bbox: 0.129779 loss_giou: 0.565129 loss_class_aux: 2.339113 loss_bbox_aux: 0.432633 loss_giou_aux: 1.815263 loss_class_dn: 0.373148 loss_bbox_dn: 0.124145 loss_giou_dn: 0.439528 loss_class_aux_dn: 0.832043 loss_bbox_aux_dn: 0.327350 loss_giou_aux_dn: 1.082881 loss: 9.126524 eta: 26 days, 14:42:49 batch_cost: 0.7691 data_cost: 0.0010 ips: 10.4015 images/s
[08/21 00:30:41] ppdet.engine INFO: Epoch: [11] [21200/54024] learning_rate: 0.000100 loss_class: 0.767147 loss_bbox: 0.136121 loss_giou: 0.546841 loss_class_aux: 2.404978 loss_bbox_aux: 0.447102 loss_giou_aux: 1.727105 loss_class_dn: 0.372395 loss_bbox_dn: 0.131130 loss_giou_dn: 0.431391 loss_class_aux_dn: 0.831205 loss_bbox_aux_dn: 0.347317 loss_giou_aux_dn: 1.048907 loss: 9.452201 eta: 26 days, 14:41:02 batch_cost: 0.7281 data_cost: 0.0632 ips: 10.9878 images/s
[08/21 00:33:07] ppdet.engine INFO: Epoch: [11] [21400/54024] learning_rate: 0.000100 loss_class: 0.766195 loss_bbox: 0.129682 loss_giou: 0.557720 loss_class_aux: 2.422998 loss_bbox_aux: 0.434975 loss_giou_aux: 1.785107 loss_class_dn: 0.377804 loss_bbox_dn: 0.127826 loss_giou_dn: 0.426775 loss_class_aux_dn: 0.844928 loss_bbox_aux_dn: 0.336029 loss_giou_aux_dn: 1.051443 loss: 9.322810 eta: 26 days, 14:38:26 batch_cost: 0.6905 data_cost: 0.0899 ips: 11.5865 images/s
[08/21 00:35:58] ppdet.engine INFO: Epoch: [11] [21600/54024] learning_rate: 0.000100 loss_class: 0.748778 loss_bbox: 0.131952 loss_giou: 0.567252 loss_class_aux: 2.349679 loss_bbox_aux: 0.447773 loss_giou_aux: 1.811694 loss_class_dn: 0.378039 loss_bbox_dn: 0.130493 loss_giou_dn: 0.444543 loss_class_aux_dn: 0.849548 loss_bbox_aux_dn: 0.349041 loss_giou_aux_dn: 1.085376 loss: 9.593466 eta: 26 days, 14:38:26 batch_cost: 0.8111 data_cost: 0.0650 ips: 9.8636 images/s
[08/21 00:38:45] ppdet.engine INFO: Epoch: [11] [21800/54024] learning_rate: 0.000100 loss_class: 0.728383 loss_bbox: 0.123362 loss_giou: 0.522209 loss_class_aux: 2.276905 loss_bbox_aux: 0.405364 loss_giou_aux: 1.676657 loss_class_dn: 0.363150 loss_bbox_dn: 0.121985 loss_giou_dn: 0.408203 loss_class_aux_dn: 0.813552 loss_bbox_aux_dn: 0.330915 loss_giou_aux_dn: 1.005780 loss: 8.811959 eta: 26 days, 14:38:05 batch_cost: 0.7949 data_cost: 0.0223 ips: 10.0640 images/s
[08/21 00:41:18] ppdet.engine INFO: Epoch: [11] [22000/54024] learning_rate: 0.000100 loss_class: 0.787689 loss_bbox: 0.135396 loss_giou: 0.563616 loss_class_aux: 2.407660 loss_bbox_aux: 0.460513 loss_giou_aux: 1.764507 loss_class_dn: 0.379973 loss_bbox_dn: 0.126701 loss_giou_dn: 0.442935 loss_class_aux_dn: 0.852310 loss_bbox_aux_dn: 0.341809 loss_giou_aux_dn: 1.071592 loss: 9.628149 eta: 26 days, 14:36:12 batch_cost: 0.7234 data_cost: 0.0132 ips: 11.0584 images/s
[08/21 00:43:53] ppdet.engine INFO: Epoch: [11] [22200/54024] learning_rate: 0.000100 loss_class: 0.764564 loss_bbox: 0.135428 loss_giou: 0.581694 loss_class_aux: 2.363071 loss_bbox_aux: 0.473464 loss_giou_aux: 1.825796 loss_class_dn: 0.376337 loss_bbox_dn: 0.140964 loss_giou_dn: 0.448539 loss_class_aux_dn: 0.836677 loss_bbox_aux_dn: 0.361258 loss_giou_aux_dn: 1.062515 loss: 9.421858 eta: 26 days, 14:34:24 batch_cost: 0.7279 data_cost: 0.0229 ips: 10.9908 images/s
[08/21 00:46:43] ppdet.engine INFO: Epoch: [11] [22400/54024] learning_rate: 0.000100 loss_class: 0.740224 loss_bbox: 0.128284 loss_giou: 0.541973 loss_class_aux: 2.306940 loss_bbox_aux: 0.438459 loss_giou_aux: 1.769372 loss_class_dn: 0.376189 loss_bbox_dn: 0.127067 loss_giou_dn: 0.438015 loss_class_aux_dn: 0.836282 loss_bbox_aux_dn: 0.327168 loss_giou_aux_dn: 1.065962 loss: 9.242191 eta: 26 days, 14:34:24 batch_cost: 0.8113 data_cost: 0.0987 ips: 9.8612 images/s
[08/21 00:49:08] ppdet.engine INFO: Epoch: [11] [22600/54024] learning_rate: 0.000100 loss_class: 0.766301 loss_bbox: 0.130034 loss_giou: 0.533426 loss_class_aux: 2.406639 loss_bbox_aux: 0.432620 loss_giou_aux: 1.697157 loss_class_dn: 0.375347 loss_bbox_dn: 0.131303 loss_giou_dn: 0.430780 loss_class_aux_dn: 0.843953 loss_bbox_aux_dn: 0.347277 loss_giou_aux_dn: 1.039957 loss: 9.042854 eta: 26 days, 14:31:42 batch_cost: 0.6855 data_cost: 0.0306 ips: 11.6711 images/s
[08/21 00:51:49] ppdet.engine INFO: Epoch: [11] [22800/54024] learning_rate: 0.000100 loss_class: 0.761877 loss_bbox: 0.136282 loss_giou: 0.539093 loss_class_aux: 2.358717 loss_bbox_aux: 0.451751 loss_giou_aux: 1.754579 loss_class_dn: 0.374057 loss_bbox_dn: 0.132053 loss_giou_dn: 0.427505 loss_class_aux_dn: 0.838249 loss_bbox_aux_dn: 0.341423 loss_giou_aux_dn: 1.031997 loss: 9.313701 eta: 26 days, 14:30:35 batch_cost: 0.7599 data_cost: 0.1163 ips: 10.5279 images/s
[08/21 00:54:38] ppdet.engine INFO: Epoch: [11] [23000/54024] learning_rate: 0.000100 loss_class: 0.737548 loss_bbox: 0.127114 loss_giou: 0.538900 loss_class_aux: 2.324421 loss_bbox_aux: 0.432259 loss_giou_aux: 1.722894 loss_class_dn: 0.360750 loss_bbox_dn: 0.125078 loss_giou_dn: 0.426664 loss_class_aux_dn: 0.809178 loss_bbox_aux_dn: 0.331687 loss_giou_aux_dn: 1.042394 loss: 9.052440 eta: 26 days, 14:30:28 batch_cost: 0.8064 data_cost: 0.0534 ips: 9.9211 images/s
[08/21 00:56:54] ppdet.engine INFO: Epoch: [11] [23200/54024] learning_rate: 0.000100 loss_class: 0.736933 loss_bbox: 0.138331 loss_giou: 0.539099 loss_class_aux: 2.312401 loss_bbox_aux: 0.467685 loss_giou_aux: 1.731075 loss_class_dn: 0.373789 loss_bbox_dn: 0.130059 loss_giou_dn: 0.422706 loss_class_aux_dn: 0.839279 loss_bbox_aux_dn: 0.349121 loss_giou_aux_dn: 1.029274 loss: 9.243619 eta: 26 days, 14:26:38 batch_cost: 0.6327 data_cost: 0.0069 ips: 12.6438 images/s
[08/21 00:59:10] ppdet.engine INFO: Epoch: [11] [23400/54024] learning_rate: 0.000100 loss_class: 0.754173 loss_bbox: 0.136749 loss_giou: 0.547790 loss_class_aux: 2.328835 loss_bbox_aux: 0.441623 loss_giou_aux: 1.746989 loss_class_dn: 0.370281 loss_bbox_dn: 0.132473 loss_giou_dn: 0.423293 loss_class_aux_dn: 0.824937 loss_bbox_aux_dn: 0.353198 loss_giou_aux_dn: 1.029139 loss: 9.144449 eta: 26 days, 14:22:55 batch_cost: 0.6378 data_cost: 0.0097 ips: 12.5435 images/s
[08/21 01:01:21] ppdet.engine INFO: Epoch: [11] [23600/54024] learning_rate: 0.000100 loss_class: 0.742779 loss_bbox: 0.127779 loss_giou: 0.561410 loss_class_aux: 2.310952 loss_bbox_aux: 0.431371 loss_giou_aux: 1.791657 loss_class_dn: 0.377195 loss_bbox_dn: 0.124018 loss_giou_dn: 0.446394 loss_class_aux_dn: 0.844354 loss_bbox_aux_dn: 0.326551 loss_giou_aux_dn: 1.075494 loss: 9.385281 eta: 26 days, 14:18:46 batch_cost: 0.6178 data_cost: 0.0111 ips: 12.9493 images/s
[08/21 01:04:14] ppdet.engine INFO: Epoch: [11] [23800/54024] learning_rate: 0.000100 loss_class: 0.730227 loss_bbox: 0.128019 loss_giou: 0.530715 loss_class_aux: 2.338502 loss_bbox_aux: 0.437101 loss_giou_aux: 1.698197 loss_class_dn: 0.361431 loss_bbox_dn: 0.125284 loss_giou_dn: 0.415116 loss_class_aux_dn: 0.818860 loss_bbox_aux_dn: 0.333995 loss_giou_aux_dn: 1.011613 loss: 9.008052 eta: 26 days, 14:18:58 batch_cost: 0.8216 data_cost: 0.0453 ips: 9.7375 images/s
[08/21 01:06:50] ppdet.engine INFO: Epoch: [11] [24000/54024] learning_rate: 0.000100 loss_class: 0.731495 loss_bbox: 0.129911 loss_giou: 0.531876 loss_class_aux: 2.336859 loss_bbox_aux: 0.435566 loss_giou_aux: 1.682438 loss_class_dn: 0.362515 loss_bbox_dn: 0.129925 loss_giou_dn: 0.414609 loss_class_aux_dn: 0.814511 loss_bbox_aux_dn: 0.345336 loss_giou_aux_dn: 1.013544 loss: 9.014276 eta: 26 days, 14:17:23 batch_cost: 0.7377 data_cost: 0.0581 ips: 10.8438 images/s
[08/21 01:09:28] ppdet.engine INFO: Epoch: [11] [24200/54024] learning_rate: 0.000100 loss_class: 0.737941 loss_bbox: 0.133973 loss_giou: 0.533279 loss_class_aux: 2.317976 loss_bbox_aux: 0.447191 loss_giou_aux: 1.691939 loss_class_dn: 0.380398 loss_bbox_dn: 0.124869 loss_giou_dn: 0.410924 loss_class_aux_dn: 0.840656 loss_bbox_aux_dn: 0.327418 loss_giou_aux_dn: 1.010557 loss: 9.255806 eta: 26 days, 14:15:55 batch_cost: 0.7432 data_cost: 0.0059 ips: 10.7637 images/s
[08/21 01:11:53] ppdet.engine INFO: Epoch: [11] [24400/54024] learning_rate: 0.000100 loss_class: 0.741739 loss_bbox: 0.126276 loss_giou: 0.516518 loss_class_aux: 2.299256 loss_bbox_aux: 0.424419 loss_giou_aux: 1.639455 loss_class_dn: 0.359532 loss_bbox_dn: 0.132309 loss_giou_dn: 0.403553 loss_class_aux_dn: 0.801206 loss_bbox_aux_dn: 0.346268 loss_giou_aux_dn: 0.996043 loss: 8.871058 eta: 26 days, 14:13:06 batch_cost: 0.6798 data_cost: 0.0500 ips: 11.7683 images/s
[08/21 01:14:41] ppdet.engine INFO: Epoch: [11] [24600/54024] learning_rate: 0.000100 loss_class: 0.741889 loss_bbox: 0.127015 loss_giou: 0.540170 loss_class_aux: 2.332960 loss_bbox_aux: 0.424885 loss_giou_aux: 1.740454 loss_class_dn: 0.364669 loss_bbox_dn: 0.122649 loss_giou_dn: 0.413374 loss_class_aux_dn: 0.805979 loss_bbox_aux_dn: 0.325935 loss_giou_aux_dn: 1.012185 loss: 9.014871 eta: 26 days, 14:12:49 batch_cost: 0.7995 data_cost: 0.0328 ips: 10.0060 images/s
[08/21 01:17:18] ppdet.engine INFO: Epoch: [11] [24800/54024] learning_rate: 0.000100 loss_class: 0.760395 loss_bbox: 0.129958 loss_giou: 0.583248 loss_class_aux: 2.388629 loss_bbox_aux: 0.434060 loss_giou_aux: 1.851317 loss_class_dn: 0.377021 loss_bbox_dn: 0.133749 loss_giou_dn: 0.442413 loss_class_aux_dn: 0.837304 loss_bbox_aux_dn: 0.345177 loss_giou_aux_dn: 1.070980 loss: 9.307930 eta: 26 days, 14:11:18 batch_cost: 0.7409 data_cost: 0.1548 ips: 10.7971 images/s
[08/21 01:19:51] ppdet.engine INFO: Epoch: [11] [25000/54024] learning_rate: 0.000100 loss_class: 0.745131 loss_bbox: 0.135432 loss_giou: 0.538669 loss_class_aux: 2.348125 loss_bbox_aux: 0.445876 loss_giou_aux: 1.729208 loss_class_dn: 0.367983 loss_bbox_dn: 0.133092 loss_giou_dn: 0.431764 loss_class_aux_dn: 0.831159 loss_bbox_aux_dn: 0.346887 loss_giou_aux_dn: 1.044101 loss: 9.244094 eta: 26 days, 14:09:23 batch_cost: 0.7220 data_cost: 0.0600 ips: 11.0806 images/s
[08/21 01:22:24] ppdet.engine INFO: Epoch: [11] [25200/54024] learning_rate: 0.000100 loss_class: 0.751604 loss_bbox: 0.134953 loss_giou: 0.523007 loss_class_aux: 2.355668 loss_bbox_aux: 0.450142 loss_giou_aux: 1.662108 loss_class_dn: 0.372389 loss_bbox_dn: 0.131564 loss_giou_dn: 0.413471 loss_class_aux_dn: 0.824852 loss_bbox_aux_dn: 0.357468 loss_giou_aux_dn: 1.006170 loss: 9.000733 eta: 26 days, 14:07:31 batch_cost: 0.7249 data_cost: 0.0348 ips: 11.0359 images/s
[08/21 01:25:08] ppdet.engine INFO: Epoch: [11] [25400/54024] learning_rate: 0.000100 loss_class: 0.739402 loss_bbox: 0.120726 loss_giou: 0.521934 loss_class_aux: 2.298294 loss_bbox_aux: 0.415243 loss_giou_aux: 1.665756 loss_class_dn: 0.367855 loss_bbox_dn: 0.120953 loss_giou_dn: 0.413470 loss_class_aux_dn: 0.815147 loss_bbox_aux_dn: 0.326103 loss_giou_aux_dn: 1.013057 loss: 8.888501 eta: 26 days, 14:06:42 batch_cost: 0.7743 data_cost: 0.0851 ips: 10.3326 images/s
[08/21 01:27:46] ppdet.engine INFO: Epoch: [11] [25600/54024] learning_rate: 0.000100 loss_class: 0.731692 loss_bbox: 0.124297 loss_giou: 0.541745 loss_class_aux: 2.307409 loss_bbox_aux: 0.420870 loss_giou_aux: 1.721428 loss_class_dn: 0.369265 loss_bbox_dn: 0.127796 loss_giou_dn: 0.422880 loss_class_aux_dn: 0.818662 loss_bbox_aux_dn: 0.336626 loss_giou_aux_dn: 1.053949 loss: 9.256409 eta: 26 days, 14:05:20 batch_cost: 0.7483 data_cost: 0.0047 ips: 10.6902 images/s
[08/21 01:30:20] ppdet.engine INFO: Epoch: [11] [25800/54024] learning_rate: 0.000100 loss_class: 0.748685 loss_bbox: 0.133385 loss_giou: 0.554015 loss_class_aux: 2.357081 loss_bbox_aux: 0.446179 loss_giou_aux: 1.762837 loss_class_dn: 0.379161 loss_bbox_dn: 0.133247 loss_giou_dn: 0.438567 loss_class_aux_dn: 0.844657 loss_bbox_aux_dn: 0.350229 loss_giou_aux_dn: 1.063403 loss: 9.435908 eta: 26 days, 14:03:31 batch_cost: 0.7267 data_cost: 0.0337 ips: 11.0093 images/s
[08/21 01:33:20] ppdet.engine INFO: Epoch: [11] [26000/54024] learning_rate: 0.000100 loss_class: 0.777772 loss_bbox: 0.132350 loss_giou: 0.590347 loss_class_aux: 2.451827 loss_bbox_aux: 0.453942 loss_giou_aux: 1.894169 loss_class_dn: 0.387212 loss_bbox_dn: 0.134228 loss_giou_dn: 0.460264 loss_class_aux_dn: 0.871522 loss_bbox_aux_dn: 0.358550 loss_giou_aux_dn: 1.118062 loss: 9.618712 eta: 26 days, 14:04:20 batch_cost: 0.8511 data_cost: 0.0641 ips: 9.3991 images/s
[08/21 01:36:05] ppdet.engine INFO: Epoch: [11] [26200/54024] learning_rate: 0.000100 loss_class: 0.756783 loss_bbox: 0.132479 loss_giou: 0.583053 loss_class_aux: 2.412622 loss_bbox_aux: 0.445482 loss_giou_aux: 1.853033 loss_class_dn: 0.390038 loss_bbox_dn: 0.124442 loss_giou_dn: 0.448545 loss_class_aux_dn: 0.861157 loss_bbox_aux_dn: 0.337916 loss_giou_aux_dn: 1.084870 loss: 9.626513 eta: 26 days, 14:03:41 batch_cost: 0.7824 data_cost: 0.0860 ips: 10.2244 images/s
[08/21 01:38:45] ppdet.engine INFO: Epoch: [11] [26400/54024] learning_rate: 0.000100 loss_class: 0.753723 loss_bbox: 0.130689 loss_giou: 0.559425 loss_class_aux: 2.387281 loss_bbox_aux: 0.434144 loss_giou_aux: 1.765357 loss_class_dn: 0.367425 loss_bbox_dn: 0.129594 loss_giou_dn: 0.434203 loss_class_aux_dn: 0.818222 loss_bbox_aux_dn: 0.344427 loss_giou_aux_dn: 1.057927 loss: 9.394526 eta: 26 days, 14:02:32 batch_cost: 0.7588 data_cost: 0.0719 ips: 10.5430 images/s
[08/21 01:41:17] ppdet.engine INFO: Epoch: [11] [26600/54024] learning_rate: 0.000100 loss_class: 0.750609 loss_bbox: 0.131418 loss_giou: 0.507026 loss_class_aux: 2.319633 loss_bbox_aux: 0.433485 loss_giou_aux: 1.624043 loss_class_dn: 0.355600 loss_bbox_dn: 0.127969 loss_giou_dn: 0.403278 loss_class_aux_dn: 0.791741 loss_bbox_aux_dn: 0.339441 loss_giou_aux_dn: 0.977955 loss: 8.801446 eta: 26 days, 14:00:34 batch_cost: 0.7202 data_cost: 0.0390 ips: 11.1087 images/s
[08/21 01:44:09] ppdet.engine INFO: Epoch: [11] [26800/54024] learning_rate: 0.000100 loss_class: 0.771142 loss_bbox: 0.134899 loss_giou: 0.570536 loss_class_aux: 2.376676 loss_bbox_aux: 0.463397 loss_giou_aux: 1.779096 loss_class_dn: 0.380797 loss_bbox_dn: 0.129452 loss_giou_dn: 0.440265 loss_class_aux_dn: 0.853090 loss_bbox_aux_dn: 0.344335 loss_giou_aux_dn: 1.068016 loss: 9.604212 eta: 26 days, 14:00:37 batch_cost: 0.8151 data_cost: 0.0056 ips: 9.8150 images/s
[08/21 01:46:31] ppdet.engine INFO: Epoch: [11] [27000/54024] learning_rate: 0.000100 loss_class: 0.777139 loss_bbox: 0.142373 loss_giou: 0.589386 loss_class_aux: 2.416245 loss_bbox_aux: 0.468272 loss_giou_aux: 1.859149 loss_class_dn: 0.396159 loss_bbox_dn: 0.127172 loss_giou_dn: 0.457978 loss_class_aux_dn: 0.881256 loss_bbox_aux_dn: 0.342343 loss_giou_aux_dn: 1.114842 loss: 9.752670 eta: 26 days, 13:57:36 batch_cost: 0.6711 data_cost: 0.0665 ips: 11.9205 images/s
[08/21 01:49:05] ppdet.engine INFO: Epoch: [11] [27200/54024] learning_rate: 0.000100 loss_class: 0.762811 loss_bbox: 0.128699 loss_giou: 0.523721 loss_class_aux: 2.381236 loss_bbox_aux: 0.436166 loss_giou_aux: 1.680232 loss_class_dn: 0.364014 loss_bbox_dn: 0.125758 loss_giou_dn: 0.423747 loss_class_aux_dn: 0.832290 loss_bbox_aux_dn: 0.336510 loss_giou_aux_dn: 1.031808 loss: 9.100014 eta: 26 days, 13:55:49 batch_cost: 0.7284 data_cost: 0.0385 ips: 10.9823 images/s
[08/21 01:51:23] ppdet.engine INFO: Epoch: [11] [27400/54024] learning_rate: 0.000100 loss_class: 0.744969 loss_bbox: 0.124023 loss_giou: 0.558944 loss_class_aux: 2.346678 loss_bbox_aux: 0.435337 loss_giou_aux: 1.771224 loss_class_dn: 0.366859 loss_bbox_dn: 0.127540 loss_giou_dn: 0.434354 loss_class_aux_dn: 0.828411 loss_bbox_aux_dn: 0.342031 loss_giou_aux_dn: 1.046581 loss: 9.211218 eta: 26 days, 13:52:18 batch_cost: 0.6475 data_cost: 0.0673 ips: 12.3559 images/s
[08/21 01:53:39] ppdet.engine INFO: Epoch: [11] [27600/54024] learning_rate: 0.000100 loss_class: 0.749047 loss_bbox: 0.132285 loss_giou: 0.541015 loss_class_aux: 2.352457 loss_bbox_aux: 0.443565 loss_giou_aux: 1.757317 loss_class_dn: 0.377856 loss_bbox_dn: 0.136917 loss_giou_dn: 0.434359 loss_class_aux_dn: 0.839405 loss_bbox_aux_dn: 0.347981 loss_giou_aux_dn: 1.054413 loss: 9.479916 eta: 26 days, 13:48:35 batch_cost: 0.6383 data_cost: 0.0292 ips: 12.5332 images/s
[08/21 01:56:13] ppdet.engine INFO: Epoch: [11] [27800/54024] learning_rate: 0.000100 loss_class: 0.763557 loss_bbox: 0.131185 loss_giou: 0.531449 loss_class_aux: 2.417197 loss_bbox_aux: 0.433830 loss_giou_aux: 1.730780 loss_class_dn: 0.381353 loss_bbox_dn: 0.125213 loss_giou_dn: 0.424106 loss_class_aux_dn: 0.869152 loss_bbox_aux_dn: 0.340387 loss_giou_aux_dn: 1.031764 loss: 9.409622 eta: 26 days, 13:46:44 batch_cost: 0.7259 data_cost: 0.0910 ips: 11.0214 images/s
[08/21 01:58:54] ppdet.engine INFO: Epoch: [11] [28000/54024] learning_rate: 0.000100 loss_class: 0.747400 loss_bbox: 0.132880 loss_giou: 0.545168 loss_class_aux: 2.337641 loss_bbox_aux: 0.445313 loss_giou_aux: 1.743303 loss_class_dn: 0.369764 loss_bbox_dn: 0.128804 loss_giou_dn: 0.427383 loss_class_aux_dn: 0.824926 loss_bbox_aux_dn: 0.338885 loss_giou_aux_dn: 1.028467 loss: 9.246795 eta: 26 days, 13:45:43 batch_cost: 0.7652 data_cost: 0.0248 ips: 10.4551 images/s
[08/21 02:01:00] ppdet.engine INFO: Epoch: [11] [28200/54024] learning_rate: 0.000100 loss_class: 0.754700 loss_bbox: 0.132530 loss_giou: 0.545463 loss_class_aux: 2.351881 loss_bbox_aux: 0.444413 loss_giou_aux: 1.766155 loss_class_dn: 0.367406 loss_bbox_dn: 0.127470 loss_giou_dn: 0.438694 loss_class_aux_dn: 0.829220 loss_bbox_aux_dn: 0.340040 loss_giou_aux_dn: 1.064012 loss: 9.433729 eta: 26 days, 13:40:47 batch_cost: 0.5800 data_cost: 0.0288 ips: 13.7941 images/s
[08/21 02:03:29] ppdet.engine INFO: Epoch: [11] [28400/54024] learning_rate: 0.000100 loss_class: 0.770622 loss_bbox: 0.132925 loss_giou: 0.558098 loss_class_aux: 2.389460 loss_bbox_aux: 0.445752 loss_giou_aux: 1.773993 loss_class_dn: 0.370895 loss_bbox_dn: 0.128665 loss_giou_dn: 0.441162 loss_class_aux_dn: 0.840031 loss_bbox_aux_dn: 0.335206 loss_giou_aux_dn: 1.074032 loss: 9.198552 eta: 26 days, 13:38:33 batch_cost: 0.7078 data_cost: 0.0215 ips: 11.3032 images/s
[08/21 02:06:06] ppdet.engine INFO: Epoch: [11] [28600/54024] learning_rate: 0.000100 loss_class: 0.782906 loss_bbox: 0.134635 loss_giou: 0.555255 loss_class_aux: 2.450963 loss_bbox_aux: 0.452908 loss_giou_aux: 1.775311 loss_class_dn: 0.394520 loss_bbox_dn: 0.132372 loss_giou_dn: 0.448946 loss_class_aux_dn: 0.877912 loss_bbox_aux_dn: 0.352566 loss_giou_aux_dn: 1.084349 loss: 9.718703 eta: 26 days, 13:36:56 batch_cost: 0.7369 data_cost: 0.0033 ips: 10.8566 images/s
[08/21 02:08:53] ppdet.engine INFO: Epoch: [11] [28800/54024] learning_rate: 0.000100 loss_class: 0.744084 loss_bbox: 0.133119 loss_giou: 0.564125 loss_class_aux: 2.339171 loss_bbox_aux: 0.445445 loss_giou_aux: 1.811504 loss_class_dn: 0.373942 loss_bbox_dn: 0.124960 loss_giou_dn: 0.441563 loss_class_aux_dn: 0.844034 loss_bbox_aux_dn: 0.335189 loss_giou_aux_dn: 1.066126 loss: 9.146756 eta: 26 days, 13:36:22 batch_cost: 0.7870 data_cost: 0.0329 ips: 10.1648 images/s
[08/21 02:11:33] ppdet.engine INFO: Epoch: [11] [29000/54024] learning_rate: 0.000100 loss_class: 0.765249 loss_bbox: 0.136933 loss_giou: 0.590304 loss_class_aux: 2.376976 loss_bbox_aux: 0.460355 loss_giou_aux: 1.897890 loss_class_dn: 0.391868 loss_bbox_dn: 0.126762 loss_giou_dn: 0.459370 loss_class_aux_dn: 0.873582 loss_bbox_aux_dn: 0.343897 loss_giou_aux_dn: 1.118875 loss: 9.595868 eta: 26 days, 13:35:11 batch_cost: 0.7569 data_cost: 0.0045 ips: 10.5696 images/s
[08/21 02:13:51] ppdet.engine INFO: Epoch: [11] [29200/54024] learning_rate: 0.000100 loss_class: 0.733257 loss_bbox: 0.126069 loss_giou: 0.535456 loss_class_aux: 2.294479 loss_bbox_aux: 0.432469 loss_giou_aux: 1.734605 loss_class_dn: 0.363398 loss_bbox_dn: 0.121338 loss_giou_dn: 0.420980 loss_class_aux_dn: 0.824910 loss_bbox_aux_dn: 0.325188 loss_giou_aux_dn: 1.018661 loss: 9.114486 eta: 26 days, 13:31:42 batch_cost: 0.6487 data_cost: 0.0008 ips: 12.3330 images/s
[08/21 02:16:42] ppdet.engine INFO: Epoch: [11] [29400/54024] learning_rate: 0.000100 loss_class: 0.744714 loss_bbox: 0.133743 loss_giou: 0.544290 loss_class_aux: 2.333301 loss_bbox_aux: 0.439710 loss_giou_aux: 1.711592 loss_class_dn: 0.359367 loss_bbox_dn: 0.132049 loss_giou_dn: 0.425941 loss_class_aux_dn: 0.806948 loss_bbox_aux_dn: 0.340922 loss_giou_aux_dn: 1.031708 loss: 9.064807 eta: 26 days, 13:31:38 batch_cost: 0.8107 data_cost: 0.0164 ips: 9.8675 images/s
[08/21 02:18:55] ppdet.engine INFO: Epoch: [11] [29600/54024] learning_rate: 0.000100 loss_class: 0.741038 loss_bbox: 0.132451 loss_giou: 0.587734 loss_class_aux: 2.332771 loss_bbox_aux: 0.445102 loss_giou_aux: 1.886440 loss_class_dn: 0.386578 loss_bbox_dn: 0.125729 loss_giou_dn: 0.454916 loss_class_aux_dn: 0.862449 loss_bbox_aux_dn: 0.326755 loss_giou_aux_dn: 1.088843 loss: 9.580516 eta: 26 days, 13:27:43 batch_cost: 0.6279 data_cost: 0.0496 ips: 12.7399 images/s
[08/21 02:21:54] ppdet.engine INFO: Epoch: [11] [29800/54024] learning_rate: 0.000100 loss_class: 0.770193 loss_bbox: 0.132765 loss_giou: 0.553884 loss_class_aux: 2.389561 loss_bbox_aux: 0.444969 loss_giou_aux: 1.797668 loss_class_dn: 0.382393 loss_bbox_dn: 0.126259 loss_giou_dn: 0.436584 loss_class_aux_dn: 0.856187 loss_bbox_aux_dn: 0.333046 loss_giou_aux_dn: 1.063649 loss: 9.385619 eta: 26 days, 13:28:32 batch_cost: 0.8523 data_cost: 0.0368 ips: 9.3864 images/s
[08/21 02:24:17] ppdet.engine INFO: Epoch: [11] [30000/54024] learning_rate: 0.000100 loss_class: 0.730439 loss_bbox: 0.134829 loss_giou: 0.552702 loss_class_aux: 2.315433 loss_bbox_aux: 0.442628 loss_giou_aux: 1.746126 loss_class_dn: 0.367310 loss_bbox_dn: 0.127085 loss_giou_dn: 0.437455 loss_class_aux_dn: 0.822717 loss_bbox_aux_dn: 0.327140 loss_giou_aux_dn: 1.035858 loss: 9.181392 eta: 26 days, 13:25:35 batch_cost: 0.6745 data_cost: 0.0019 ips: 11.8611 images/s
[08/21 02:26:47] ppdet.engine INFO: Epoch: [11] [30200/54024] learning_rate: 0.000100 loss_class: 0.743291 loss_bbox: 0.126135 loss_giou: 0.513633 loss_class_aux: 2.312613 loss_bbox_aux: 0.420984 loss_giou_aux: 1.636089 loss_class_dn: 0.359878 loss_bbox_dn: 0.126482 loss_giou_dn: 0.411708 loss_class_aux_dn: 0.816893 loss_bbox_aux_dn: 0.333782 loss_giou_aux_dn: 0.988512 loss: 8.981470 eta: 26 days, 13:23:16 batch_cost: 0.7034 data_cost: 0.0182 ips: 11.3739 images/s
[08/21 02:29:12] ppdet.engine INFO: Epoch: [11] [30400/54024] learning_rate: 0.000100 loss_class: 0.776955 loss_bbox: 0.135394 loss_giou: 0.535558 loss_class_aux: 2.423620 loss_bbox_aux: 0.453857 loss_giou_aux: 1.665198 loss_class_dn: 0.369009 loss_bbox_dn: 0.130184 loss_giou_dn: 0.428167 loss_class_aux_dn: 0.832683 loss_bbox_aux_dn: 0.348243 loss_giou_aux_dn: 1.043837 loss: 9.271692 eta: 26 days, 13:20:31 batch_cost: 0.6841 data_cost: 0.0153 ips: 11.6950 images/s
[08/21 02:32:06] ppdet.engine INFO: Epoch: [11] [30600/54024] learning_rate: 0.000100 loss_class: 0.783456 loss_bbox: 0.131285 loss_giou: 0.562527 loss_class_aux: 2.415422 loss_bbox_aux: 0.445795 loss_giou_aux: 1.795326 loss_class_dn: 0.385634 loss_bbox_dn: 0.124718 loss_giou_dn: 0.443922 loss_class_aux_dn: 0.874939 loss_bbox_aux_dn: 0.337743 loss_giou_aux_dn: 1.075518 loss: 9.642815 eta: 26 days, 13:20:46 batch_cost: 0.8252 data_cost: 0.1184 ips: 9.6945 images/s
[08/21 02:34:48] ppdet.engine INFO: Epoch: [11] [30800/54024] learning_rate: 0.000100 loss_class: 0.757809 loss_bbox: 0.132483 loss_giou: 0.562492 loss_class_aux: 2.387808 loss_bbox_aux: 0.448934 loss_giou_aux: 1.785476 loss_class_dn: 0.380658 loss_bbox_dn: 0.124170 loss_giou_dn: 0.441466 loss_class_aux_dn: 0.831655 loss_bbox_aux_dn: 0.326564 loss_giou_aux_dn: 1.084666 loss: 9.403818 eta: 26 days, 13:19:47 batch_cost: 0.7680 data_cost: 0.0679 ips: 10.4165 images/s
[08/21 02:37:26] ppdet.engine INFO: Epoch: [11] [31000/54024] learning_rate: 0.000100 loss_class: 0.738951 loss_bbox: 0.133298 loss_giou: 0.549450 loss_class_aux: 2.343528 loss_bbox_aux: 0.432541 loss_giou_aux: 1.763609 loss_class_dn: 0.373484 loss_bbox_dn: 0.123232 loss_giou_dn: 0.435704 loss_class_aux_dn: 0.837720 loss_bbox_aux_dn: 0.334094 loss_giou_aux_dn: 1.074077 loss: 9.061714 eta: 26 days, 13:18:29 batch_cost: 0.7519 data_cost: 0.0798 ips: 10.6397 images/s
[08/21 02:40:07] ppdet.engine INFO: Epoch: [11] [31200/54024] learning_rate: 0.000100 loss_class: 0.781100 loss_bbox: 0.144202 loss_giou: 0.605134 loss_class_aux: 2.481223 loss_bbox_aux: 0.473954 loss_giou_aux: 1.915582 loss_class_dn: 0.402919 loss_bbox_dn: 0.143142 loss_giou_dn: 0.483985 loss_class_aux_dn: 0.904822 loss_bbox_aux_dn: 0.370824 loss_giou_aux_dn: 1.168471 loss: 10.308506 eta: 26 days, 13:17:20 batch_cost: 0.7593 data_cost: 0.1026 ips: 10.5355 images/s
[08/21 02:42:26] ppdet.engine INFO: Epoch: [11] [31400/54024] learning_rate: 0.000100 loss_class: 0.744775 loss_bbox: 0.129909 loss_giou: 0.543165 loss_class_aux: 2.342792 loss_bbox_aux: 0.434033 loss_giou_aux: 1.746164 loss_class_dn: 0.365685 loss_bbox_dn: 0.124177 loss_giou_dn: 0.417120 loss_class_aux_dn: 0.799546 loss_bbox_aux_dn: 0.329298 loss_giou_aux_dn: 1.018126 loss: 9.167907 eta: 26 days, 13:13:56 batch_cost: 0.6526 data_cost: 0.0183 ips: 12.2582 images/s
[08/21 02:45:01] ppdet.engine INFO: Epoch: [11] [31600/54024] learning_rate: 0.000100 loss_class: 0.781769 loss_bbox: 0.135678 loss_giou: 0.569792 loss_class_aux: 2.452488 loss_bbox_aux: 0.445409 loss_giou_aux: 1.813768 loss_class_dn: 0.381528 loss_bbox_dn: 0.129403 loss_giou_dn: 0.445445 loss_class_aux_dn: 0.854438 loss_bbox_aux_dn: 0.344043 loss_giou_aux_dn: 1.069112 loss: 9.507731 eta: 26 days, 13:12:09 batch_cost: 0.7295 data_cost: 0.0118 ips: 10.9670 images/s
[08/21 02:47:43] ppdet.engine INFO: Epoch: [11] [31800/54024] learning_rate: 0.000100 loss_class: 0.756680 loss_bbox: 0.135053 loss_giou: 0.505807 loss_class_aux: 2.387007 loss_bbox_aux: 0.439982 loss_giou_aux: 1.630301 loss_class_dn: 0.359837 loss_bbox_dn: 0.132021 loss_giou_dn: 0.405424 loss_class_aux_dn: 0.818152 loss_bbox_aux_dn: 0.355710 loss_giou_aux_dn: 0.981207 loss: 8.886014 eta: 26 days, 13:11:11 batch_cost: 0.7684 data_cost: 0.1364 ips: 10.4110 images/s
[08/21 02:50:38] ppdet.engine INFO: Epoch: [11] [32000/54024] learning_rate: 0.000100 loss_class: 0.745543 loss_bbox: 0.131043 loss_giou: 0.566418 loss_class_aux: 2.337579 loss_bbox_aux: 0.441802 loss_giou_aux: 1.801915 loss_class_dn: 0.370566 loss_bbox_dn: 0.130190 loss_giou_dn: 0.440678 loss_class_aux_dn: 0.823431 loss_bbox_aux_dn: 0.338660 loss_giou_aux_dn: 1.065578 loss: 9.369576 eta: 26 days, 13:11:35 batch_cost: 0.8333 data_cost: 0.0422 ips: 9.5999 images/s
[08/21 02:53:13] ppdet.engine INFO: Epoch: [11] [32200/54024] learning_rate: 0.000100 loss_class: 0.732831 loss_bbox: 0.123043 loss_giou: 0.506569 loss_class_aux: 2.304714 loss_bbox_aux: 0.409109 loss_giou_aux: 1.609051 loss_class_dn: 0.347921 loss_bbox_dn: 0.121682 loss_giou_dn: 0.386155 loss_class_aux_dn: 0.791497 loss_bbox_aux_dn: 0.319671 loss_giou_aux_dn: 0.941036 loss: 8.553294 eta: 26 days, 13:09:51 batch_cost: 0.7323 data_cost: 0.0285 ips: 10.9240 images/s
[08/21 02:55:58] ppdet.engine INFO: Epoch: [11] [32400/54024] learning_rate: 0.000100 loss_class: 0.777931 loss_bbox: 0.131422 loss_giou: 0.540483 loss_class_aux: 2.421933 loss_bbox_aux: 0.441738 loss_giou_aux: 1.748991 loss_class_dn: 0.386062 loss_bbox_dn: 0.136137 loss_giou_dn: 0.425493 loss_class_aux_dn: 0.871295 loss_bbox_aux_dn: 0.352923 loss_giou_aux_dn: 1.049269 loss: 9.330033 eta: 26 days, 13:09:15 batch_cost: 0.7859 data_cost: 0.0131 ips: 10.1795 images/s
[08/21 02:58:37] ppdet.engine INFO: Epoch: [11] [32600/54024] learning_rate: 0.000100 loss_class: 0.741618 loss_bbox: 0.126119 loss_giou: 0.540028 loss_class_aux: 2.350279 loss_bbox_aux: 0.430553 loss_giou_aux: 1.728252 loss_class_dn: 0.362890 loss_bbox_dn: 0.127396 loss_giou_dn: 0.424566 loss_class_aux_dn: 0.812855 loss_bbox_aux_dn: 0.341962 loss_giou_aux_dn: 1.033257 loss: 9.006507 eta: 26 days, 13:08:00 batch_cost: 0.7554 data_cost: 0.0313 ips: 10.5904 images/s
[08/21 03:01:26] ppdet.engine INFO: Epoch: [11] [32800/54024] learning_rate: 0.000100 loss_class: 0.743232 loss_bbox: 0.127248 loss_giou: 0.563138 loss_class_aux: 2.366510 loss_bbox_aux: 0.428790 loss_giou_aux: 1.800020 loss_class_dn: 0.364254 loss_bbox_dn: 0.126394 loss_giou_dn: 0.425629 loss_class_aux_dn: 0.816397 loss_bbox_aux_dn: 0.334266 loss_giou_aux_dn: 1.040900 loss: 8.997151 eta: 26 days, 13:07:46 batch_cost: 0.8034 data_cost: 0.0174 ips: 9.9574 images/s
[08/21 03:04:17] ppdet.engine INFO: Epoch: [11] [33000/54024] learning_rate: 0.000100 loss_class: 0.748122 loss_bbox: 0.129593 loss_giou: 0.584404 loss_class_aux: 2.329180 loss_bbox_aux: 0.438952 loss_giou_aux: 1.851086 loss_class_dn: 0.387343 loss_bbox_dn: 0.125777 loss_giou_dn: 0.454748 loss_class_aux_dn: 0.859069 loss_bbox_aux_dn: 0.329572 loss_giou_aux_dn: 1.084163 loss: 9.632871 eta: 26 days, 13:07:46 batch_cost: 0.8148 data_cost: 0.0973 ips: 9.8183 images/s
[08/21 03:06:50] ppdet.engine INFO: Epoch: [11] [33200/54024] learning_rate: 0.000100 loss_class: 0.782784 loss_bbox: 0.132957 loss_giou: 0.568310 loss_class_aux: 2.483155 loss_bbox_aux: 0.435523 loss_giou_aux: 1.803022 loss_class_dn: 0.390559 loss_bbox_dn: 0.130264 loss_giou_dn: 0.449696 loss_class_aux_dn: 0.872508 loss_bbox_aux_dn: 0.347389 loss_giou_aux_dn: 1.097600 loss: 9.561323 eta: 26 days, 13:05:52 batch_cost: 0.7245 data_cost: 0.0275 ips: 11.0418 images/s
[08/21 03:09:31] ppdet.engine INFO: Epoch: [11] [33400/54024] learning_rate: 0.000100 loss_class: 0.753400 loss_bbox: 0.137050 loss_giou: 0.527780 loss_class_aux: 2.364215 loss_bbox_aux: 0.440857 loss_giou_aux: 1.721838 loss_class_dn: 0.367489 loss_bbox_dn: 0.131413 loss_giou_dn: 0.422455 loss_class_aux_dn: 0.822850 loss_bbox_aux_dn: 0.348064 loss_giou_aux_dn: 1.039424 loss: 9.117912 eta: 26 days, 13:04:47 batch_cost: 0.7633 data_cost: 0.0652 ips: 10.4812 images/s
[08/21 03:12:16] ppdet.engine INFO: Epoch: [11] [33600/54024] learning_rate: 0.000100 loss_class: 0.752056 loss_bbox: 0.133093 loss_giou: 0.566003 loss_class_aux: 2.369784 loss_bbox_aux: 0.438350 loss_giou_aux: 1.794203 loss_class_dn: 0.377611 loss_bbox_dn: 0.137139 loss_giou_dn: 0.435546 loss_class_aux_dn: 0.829302 loss_bbox_aux_dn: 0.362005 loss_giou_aux_dn: 1.049669 loss: 9.389672 eta: 26 days, 13:04:03 batch_cost: 0.7795 data_cost: 0.0010 ips: 10.2630 images/s
[08/21 03:14:43] ppdet.engine INFO: Epoch: [11] [33800/54024] learning_rate: 0.000100 loss_class: 0.786128 loss_bbox: 0.132674 loss_giou: 0.588126 loss_class_aux: 2.443021 loss_bbox_aux: 0.446857 loss_giou_aux: 1.856076 loss_class_dn: 0.378846 loss_bbox_dn: 0.129541 loss_giou_dn: 0.448879 loss_class_aux_dn: 0.848535 loss_bbox_aux_dn: 0.343954 loss_giou_aux_dn: 1.093084 loss: 9.583715 eta: 26 days, 13:01:28 batch_cost: 0.6923 data_cost: 0.0270 ips: 11.5564 images/s
[08/21 03:17:12] ppdet.engine INFO: Epoch: [11] [34000/54024] learning_rate: 0.000100 loss_class: 0.741120 loss_bbox: 0.135601 loss_giou: 0.556897 loss_class_aux: 2.335764 loss_bbox_aux: 0.453709 loss_giou_aux: 1.768277 loss_class_dn: 0.375139 loss_bbox_dn: 0.133266 loss_giou_dn: 0.443575 loss_class_aux_dn: 0.835484 loss_bbox_aux_dn: 0.350558 loss_giou_aux_dn: 1.070894 loss: 9.321660 eta: 26 days, 12:59:10 batch_cost: 0.7052 data_cost: 0.0620 ips: 11.3436 images/s
[08/21 03:20:06] ppdet.engine INFO: Epoch: [11] [34200/54024] learning_rate: 0.000100 loss_class: 0.745486 loss_bbox: 0.121620 loss_giou: 0.541999 loss_class_aux: 2.323863 loss_bbox_aux: 0.409487 loss_giou_aux: 1.740417 loss_class_dn: 0.364785 loss_bbox_dn: 0.120555 loss_giou_dn: 0.428635 loss_class_aux_dn: 0.815644 loss_bbox_aux_dn: 0.328992 loss_giou_aux_dn: 1.036247 loss: 9.095371 eta: 26 days, 12:59:30 batch_cost: 0.8308 data_cost: 0.1258 ips: 9.6293 images/s
[08/21 03:22:43] ppdet.engine INFO: Epoch: [11] [34400/54024] learning_rate: 0.000100 loss_class: 0.763156 loss_bbox: 0.131783 loss_giou: 0.532170 loss_class_aux: 2.425023 loss_bbox_aux: 0.442741 loss_giou_aux: 1.700430 loss_class_dn: 0.364403 loss_bbox_dn: 0.127097 loss_giou_dn: 0.413422 loss_class_aux_dn: 0.832630 loss_bbox_aux_dn: 0.346658 loss_giou_aux_dn: 1.008543 loss: 9.037439 eta: 26 days, 12:57:57 batch_cost: 0.7417 data_cost: 0.0011 ips: 10.7862 images/s
[08/21 03:25:23] ppdet.engine INFO: Epoch: [11] [34600/54024] learning_rate: 0.000100 loss_class: 0.755523 loss_bbox: 0.129298 loss_giou: 0.530348 loss_class_aux: 2.397483 loss_bbox_aux: 0.429633 loss_giou_aux: 1.695360 loss_class_dn: 0.367738 loss_bbox_dn: 0.128241 loss_giou_dn: 0.427481 loss_class_aux_dn: 0.827204 loss_bbox_aux_dn: 0.344771 loss_giou_aux_dn: 1.052644 loss: 9.090716 eta: 26 days, 12:56:42 batch_cost: 0.7553 data_cost: 0.0427 ips: 10.5918 images/s
[08/21 03:28:03] ppdet.engine INFO: Epoch: [11] [34800/54024] learning_rate: 0.000100 loss_class: 0.769417 loss_bbox: 0.138310 loss_giou: 0.559981 loss_class_aux: 2.357013 loss_bbox_aux: 0.457157 loss_giou_aux: 1.790236 loss_class_dn: 0.386671 loss_bbox_dn: 0.131406 loss_giou_dn: 0.445280 loss_class_aux_dn: 0.878673 loss_bbox_aux_dn: 0.354123 loss_giou_aux_dn: 1.081043 loss: 9.623692 eta: 26 days, 12:55:30 batch_cost: 0.7580 data_cost: 0.0584 ips: 10.5547 images/s
[08/21 03:31:00] ppdet.engine INFO: Epoch: [11] [35000/54024] learning_rate: 0.000100 loss_class: 0.733309 loss_bbox: 0.133209 loss_giou: 0.530800 loss_class_aux: 2.296810 loss_bbox_aux: 0.449270 loss_giou_aux: 1.673536 loss_class_dn: 0.371854 loss_bbox_dn: 0.132982 loss_giou_dn: 0.428137 loss_class_aux_dn: 0.821887 loss_bbox_aux_dn: 0.346004 loss_giou_aux_dn: 1.036385 loss: 9.122616 eta: 26 days, 12:56:05 batch_cost: 0.8440 data_cost: 0.0131 ips: 9.4787 images/s
[08/21 03:33:21] ppdet.engine INFO: Epoch: [11] [35200/54024] learning_rate: 0.000100 loss_class: 0.731695 loss_bbox: 0.134081 loss_giou: 0.535153 loss_class_aux: 2.286167 loss_bbox_aux: 0.433672 loss_giou_aux: 1.695309 loss_class_dn: 0.359602 loss_bbox_dn: 0.130644 loss_giou_dn: 0.410670 loss_class_aux_dn: 0.808368 loss_bbox_aux_dn: 0.344438 loss_giou_aux_dn: 1.017090 loss: 9.217976 eta: 26 days, 12:52:59 batch_cost: 0.6664 data_cost: 0.0117 ips: 12.0040 images/s
[08/21 03:35:42] ppdet.engine INFO: Epoch: [11] [35400/54024] learning_rate: 0.000100 loss_class: 0.757692 loss_bbox: 0.127417 loss_giou: 0.566548 loss_class_aux: 2.357905 loss_bbox_aux: 0.435737 loss_giou_aux: 1.784626 loss_class_dn: 0.375260 loss_bbox_dn: 0.127247 loss_giou_dn: 0.439322 loss_class_aux_dn: 0.837255 loss_bbox_aux_dn: 0.325295 loss_giou_aux_dn: 1.056391 loss: 9.307803 eta: 26 days, 12:49:49 batch_cost: 0.6640 data_cost: 0.0008 ips: 12.0486 images/s
[08/21 03:38:20] ppdet.engine INFO: Epoch: [11] [35600/54024] learning_rate: 0.000100 loss_class: 0.792522 loss_bbox: 0.134895 loss_giou: 0.542360 loss_class_aux: 2.487915 loss_bbox_aux: 0.446940 loss_giou_aux: 1.750721 loss_class_dn: 0.382176 loss_bbox_dn: 0.132646 loss_giou_dn: 0.437117 loss_class_aux_dn: 0.852081 loss_bbox_aux_dn: 0.348750 loss_giou_aux_dn: 1.066465 loss: 9.328786 eta: 26 days, 12:48:19 batch_cost: 0.7439 data_cost: 0.0009 ips: 10.7536 images/s
[08/21 03:41:08] ppdet.engine INFO: Epoch: [11] [35800/54024] learning_rate: 0.000100 loss_class: 0.739532 loss_bbox: 0.127029 loss_giou: 0.504168 loss_class_aux: 2.345262 loss_bbox_aux: 0.426919 loss_giou_aux: 1.609568 loss_class_dn: 0.359697 loss_bbox_dn: 0.125623 loss_giou_dn: 0.410243 loss_class_aux_dn: 0.812987 loss_bbox_aux_dn: 0.338301 loss_giou_aux_dn: 0.983252 loss: 8.918136 eta: 26 days, 12:47:54 batch_cost: 0.7953 data_cost: 0.0483 ips: 10.0585 images/s
[08/21 03:43:48] ppdet.engine INFO: Epoch: [11] [36000/54024] learning_rate: 0.000100 loss_class: 0.772012 loss_bbox: 0.136327 loss_giou: 0.544564 loss_class_aux: 2.442995 loss_bbox_aux: 0.457699 loss_giou_aux: 1.756214 loss_class_dn: 0.377378 loss_bbox_dn: 0.131481 loss_giou_dn: 0.419624 loss_class_aux_dn: 0.836020 loss_bbox_aux_dn: 0.344617 loss_giou_aux_dn: 1.030811 loss: 9.398793 eta: 26 days, 12:46:41 batch_cost: 0.7578 data_cost: 0.0381 ips: 10.5563 images/s
[08/21 03:46:32] ppdet.engine INFO: Epoch: [11] [36200/54024] learning_rate: 0.000100 loss_class: 0.753625 loss_bbox: 0.132305 loss_giou: 0.547719 loss_class_aux: 2.349221 loss_bbox_aux: 0.444200 loss_giou_aux: 1.736380 loss_class_dn: 0.377386 loss_bbox_dn: 0.126372 loss_giou_dn: 0.440899 loss_class_aux_dn: 0.835532 loss_bbox_aux_dn: 0.334264 loss_giou_aux_dn: 1.072117 loss: 9.506578 eta: 26 days, 12:45:55 batch_cost: 0.7790 data_cost: 0.0639 ips: 10.2698 images/s
[08/21 03:49:05] ppdet.engine INFO: Epoch: [11] [36400/54024] learning_rate: 0.000100 loss_class: 0.800216 loss_bbox: 0.139201 loss_giou: 0.568978 loss_class_aux: 2.472735 loss_bbox_aux: 0.456155 loss_giou_aux: 1.826592 loss_class_dn: 0.383349 loss_bbox_dn: 0.132109 loss_giou_dn: 0.457153 loss_class_aux_dn: 0.868714 loss_bbox_aux_dn: 0.338382 loss_giou_aux_dn: 1.112374 loss: 9.710673 eta: 26 days, 12:44:01 batch_cost: 0.7251 data_cost: 0.0848 ips: 11.0337 images/s
[08/21 03:51:51] ppdet.engine INFO: Epoch: [11] [36600/54024] learning_rate: 0.000100 loss_class: 0.760836 loss_bbox: 0.130166 loss_giou: 0.517268 loss_class_aux: 2.389040 loss_bbox_aux: 0.441335 loss_giou_aux: 1.634434 loss_class_dn: 0.373125 loss_bbox_dn: 0.122977 loss_giou_dn: 0.412389 loss_class_aux_dn: 0.844741 loss_bbox_aux_dn: 0.339885 loss_giou_aux_dn: 0.995622 loss: 9.161352 eta: 26 days, 12:43:18 batch_cost: 0.7817 data_cost: 0.0286 ips: 10.2344 images/s
[08/21 03:54:36] ppdet.engine INFO: Epoch: [11] [36800/54024] learning_rate: 0.000100 loss_class: 0.735570 loss_bbox: 0.129439 loss_giou: 0.546737 loss_class_aux: 2.301443 loss_bbox_aux: 0.436502 loss_giou_aux: 1.757199 loss_class_dn: 0.362951 loss_bbox_dn: 0.127574 loss_giou_dn: 0.421172 loss_class_aux_dn: 0.832670 loss_bbox_aux_dn: 0.338614 loss_giou_aux_dn: 1.033971 loss: 9.156620 eta: 26 days, 12:42:38 batch_cost: 0.7837 data_cost: 0.0008 ips: 10.2086 images/s
[08/21 03:57:08] ppdet.engine INFO: Epoch: [11] [37000/54024] learning_rate: 0.000100 loss_class: 0.752210 loss_bbox: 0.130870 loss_giou: 0.557674 loss_class_aux: 2.342088 loss_bbox_aux: 0.448189 loss_giou_aux: 1.756453 loss_class_dn: 0.367321 loss_bbox_dn: 0.126546 loss_giou_dn: 0.432339 loss_class_aux_dn: 0.823952 loss_bbox_aux_dn: 0.339124 loss_giou_aux_dn: 1.048416 loss: 9.107455 eta: 26 days, 12:40:37 batch_cost: 0.7198 data_cost: 0.0175 ips: 11.1143 images/s
[08/21 03:59:34] ppdet.engine INFO: Epoch: [11] [37200/54024] learning_rate: 0.000100 loss_class: 0.753627 loss_bbox: 0.133455 loss_giou: 0.549998 loss_class_aux: 2.312778 loss_bbox_aux: 0.436521 loss_giou_aux: 1.754347 loss_class_dn: 0.377703 loss_bbox_dn: 0.132499 loss_giou_dn: 0.437212 loss_class_aux_dn: 0.839603 loss_bbox_aux_dn: 0.350863 loss_giou_aux_dn: 1.040382 loss: 9.286785 eta: 26 days, 12:37:59 batch_cost: 0.6896 data_cost: 0.0480 ips: 11.6015 images/s
[08/21 04:01:57] ppdet.engine INFO: Epoch: [11] [37400/54024] learning_rate: 0.000100 loss_class: 0.762347 loss_bbox: 0.129532 loss_giou: 0.529404 loss_class_aux: 2.363413 loss_bbox_aux: 0.427977 loss_giou_aux: 1.694870 loss_class_dn: 0.375253 loss_bbox_dn: 0.130683 loss_giou_dn: 0.424060 loss_class_aux_dn: 0.832881 loss_bbox_aux_dn: 0.356553 loss_giou_aux_dn: 1.038023 loss: 9.231857 eta: 26 days, 12:34:56 batch_cost: 0.6691 data_cost: 0.0484 ips: 11.9556 images/s
[08/21 04:04:48] ppdet.engine INFO: Epoch: [11] [37600/54024] learning_rate: 0.000100 loss_class: 0.745503 loss_bbox: 0.127913 loss_giou: 0.532460 loss_class_aux: 2.330012 loss_bbox_aux: 0.425480 loss_giou_aux: 1.755959 loss_class_dn: 0.370351 loss_bbox_dn: 0.121496 loss_giou_dn: 0.433408 loss_class_aux_dn: 0.831964 loss_bbox_aux_dn: 0.331689 loss_giou_aux_dn: 1.055606 loss: 9.245086 eta: 26 days, 12:34:52 batch_cost: 0.8135 data_cost: 0.0211 ips: 9.8339 images/s
[08/21 04:07:12] ppdet.engine INFO: Epoch: [11] [37800/54024] learning_rate: 0.000100 loss_class: 0.757318 loss_bbox: 0.135486 loss_giou: 0.574655 loss_class_aux: 2.420830 loss_bbox_aux: 0.458317 loss_giou_aux: 1.837727 loss_class_dn: 0.384486 loss_bbox_dn: 0.126472 loss_giou_dn: 0.444243 loss_class_aux_dn: 0.845808 loss_bbox_aux_dn: 0.338373 loss_giou_aux_dn: 1.079562 loss: 9.557402 eta: 26 days, 12:32:02 batch_cost: 0.6792 data_cost: 0.0076 ips: 11.7788 images/s
[08/21 04:09:56] ppdet.engine INFO: Epoch: [11] [38000/54024] learning_rate: 0.000100 loss_class: 0.743202 loss_bbox: 0.125418 loss_giou: 0.543934 loss_class_aux: 2.285337 loss_bbox_aux: 0.421317 loss_giou_aux: 1.734911 loss_class_dn: 0.373537 loss_bbox_dn: 0.123327 loss_giou_dn: 0.422177 loss_class_aux_dn: 0.829131 loss_bbox_aux_dn: 0.335631 loss_giou_aux_dn: 1.037143 loss: 9.331279 eta: 26 days, 12:31:16 batch_cost: 0.7801 data_cost: 0.0443 ips: 10.2555 images/s
[08/21 04:12:31] ppdet.engine INFO: Epoch: [11] [38200/54024] learning_rate: 0.000100 loss_class: 0.747763 loss_bbox: 0.131472 loss_giou: 0.530785 loss_class_aux: 2.360560 loss_bbox_aux: 0.439115 loss_giou_aux: 1.677159 loss_class_dn: 0.366072 loss_bbox_dn: 0.130290 loss_giou_dn: 0.434421 loss_class_aux_dn: 0.817417 loss_bbox_aux_dn: 0.342162 loss_giou_aux_dn: 1.044527 loss: 9.011648 eta: 26 days, 12:29:31 batch_cost: 0.7321 data_cost: 0.0044 ips: 10.9275 images/s
[08/21 04:14:57] ppdet.engine INFO: Epoch: [11] [38400/54024] learning_rate: 0.000100 loss_class: 0.737386 loss_bbox: 0.126556 loss_giou: 0.539647 loss_class_aux: 2.314741 loss_bbox_aux: 0.413404 loss_giou_aux: 1.731580 loss_class_dn: 0.358571 loss_bbox_dn: 0.123258 loss_giou_dn: 0.423572 loss_class_aux_dn: 0.805209 loss_bbox_aux_dn: 0.324896 loss_giou_aux_dn: 1.026748 loss: 8.852235 eta: 26 days, 12:26:55 batch_cost: 0.6913 data_cost: 0.0588 ips: 11.5717 images/s
[08/21 04:17:19] ppdet.engine INFO: Epoch: [11] [38600/54024] learning_rate: 0.000100 loss_class: 0.772860 loss_bbox: 0.133364 loss_giou: 0.539591 loss_class_aux: 2.408851 loss_bbox_aux: 0.437557 loss_giou_aux: 1.719378 loss_class_dn: 0.380893 loss_bbox_dn: 0.130159 loss_giou_dn: 0.421008 loss_class_aux_dn: 0.855455 loss_bbox_aux_dn: 0.346017 loss_giou_aux_dn: 1.028943 loss: 9.322045 eta: 26 days, 12:23:44 batch_cost: 0.6630 data_cost: 0.0026 ips: 12.0661 images/s
[08/21 04:19:58] ppdet.engine INFO: Epoch: [11] [38800/54024] learning_rate: 0.000100 loss_class: 0.773850 loss_bbox: 0.126616 loss_giou: 0.532660 loss_class_aux: 2.443277 loss_bbox_aux: 0.424185 loss_giou_aux: 1.703723 loss_class_dn: 0.375799 loss_bbox_dn: 0.129183 loss_giou_dn: 0.439038 loss_class_aux_dn: 0.838681 loss_bbox_aux_dn: 0.340628 loss_giou_aux_dn: 1.054243 loss: 9.420095 eta: 26 days, 12:22:26 batch_cost: 0.7536 data_cost: 0.0482 ips: 10.6156 images/s
[08/21 04:22:26] ppdet.engine INFO: Epoch: [11] [39000/54024] learning_rate: 0.000100 loss_class: 0.751972 loss_bbox: 0.126791 loss_giou: 0.536823 loss_class_aux: 2.334877 loss_bbox_aux: 0.433575 loss_giou_aux: 1.705511 loss_class_dn: 0.362979 loss_bbox_dn: 0.126978 loss_giou_dn: 0.415158 loss_class_aux_dn: 0.804035 loss_bbox_aux_dn: 0.337668 loss_giou_aux_dn: 1.007167 loss: 9.035573 eta: 26 days, 12:19:50 batch_cost: 0.6915 data_cost: 0.0218 ips: 11.5684 images/s
[08/21 04:25:13] ppdet.engine INFO: Epoch: [11] [39200/54024] learning_rate: 0.000100 loss_class: 0.750540 loss_bbox: 0.128758 loss_giou: 0.521661 loss_class_aux: 2.328484 loss_bbox_aux: 0.425124 loss_giou_aux: 1.659546 loss_class_dn: 0.354529 loss_bbox_dn: 0.132046 loss_giou_dn: 0.409923 loss_class_aux_dn: 0.802124 loss_bbox_aux_dn: 0.341162 loss_giou_aux_dn: 0.981294 loss: 8.874602 eta: 26 days, 12:19:20 batch_cost: 0.7925 data_cost: 0.0015 ips: 10.0950 images/s
[08/21 04:28:23] ppdet.engine INFO: Epoch: [11] [39400/54024] learning_rate: 0.000100 loss_class: 0.752483 loss_bbox: 0.142455 loss_giou: 0.589311 loss_class_aux: 2.345574 loss_bbox_aux: 0.473265 loss_giou_aux: 1.863864 loss_class_dn: 0.380622 loss_bbox_dn: 0.135540 loss_giou_dn: 0.456408 loss_class_aux_dn: 0.852648 loss_bbox_aux_dn: 0.361618 loss_giou_aux_dn: 1.087219 loss: 9.561693 eta: 26 days, 12:21:15 batch_cost: 0.9098 data_cost: 0.0792 ips: 8.7929 images/s
[08/21 04:31:13] ppdet.engine INFO: Epoch: [11] [39600/54024] learning_rate: 0.000100 loss_class: 0.745244 loss_bbox: 0.130801 loss_giou: 0.530033 loss_class_aux: 2.317776 loss_bbox_aux: 0.441048 loss_giou_aux: 1.673662 loss_class_dn: 0.363316 loss_bbox_dn: 0.125109 loss_giou_dn: 0.421242 loss_class_aux_dn: 0.815650 loss_bbox_aux_dn: 0.342570 loss_giou_aux_dn: 1.021394 loss: 9.159621 eta: 26 days, 12:21:03 batch_cost: 0.8072 data_cost: 0.0341 ips: 9.9113 images/s
[08/21 04:34:00] ppdet.engine INFO: Epoch: [11] [39800/54024] learning_rate: 0.000100 loss_class: 0.766820 loss_bbox: 0.133714 loss_giou: 0.547185 loss_class_aux: 2.434829 loss_bbox_aux: 0.437532 loss_giou_aux: 1.765064 loss_class_dn: 0.372806 loss_bbox_dn: 0.138409 loss_giou_dn: 0.427758 loss_class_aux_dn: 0.839172 loss_bbox_aux_dn: 0.360980 loss_giou_aux_dn: 1.053645 loss: 9.154779 eta: 26 days, 12:20:32 batch_cost: 0.7926 data_cost: 0.0330 ips: 10.0931 images/s
[08/21 04:36:47] ppdet.engine INFO: Epoch: [11] [40000/54024] learning_rate: 0.000100 loss_class: 0.749511 loss_bbox: 0.131443 loss_giou: 0.529334 loss_class_aux: 2.303715 loss_bbox_aux: 0.439371 loss_giou_aux: 1.673672 loss_class_dn: 0.370401 loss_bbox_dn: 0.129715 loss_giou_dn: 0.418814 loss_class_aux_dn: 0.819195 loss_bbox_aux_dn: 0.340811 loss_giou_aux_dn: 1.025922 loss: 9.242580 eta: 26 days, 12:19:56 batch_cost: 0.7880 data_cost: 0.0981 ips: 10.1526 images/s
[08/21 04:39:09] ppdet.engine INFO: Epoch: [11] [40200/54024] learning_rate: 0.000100 loss_class: 0.736147 loss_bbox: 0.119683 loss_giou: 0.562215 loss_class_aux: 2.307334 loss_bbox_aux: 0.408953 loss_giou_aux: 1.797632 loss_class_dn: 0.371717 loss_bbox_dn: 0.119019 loss_giou_dn: 0.434612 loss_class_aux_dn: 0.845826 loss_bbox_aux_dn: 0.321218 loss_giou_aux_dn: 1.045308 loss: 9.077515 eta: 26 days, 12:16:50 batch_cost: 0.6673 data_cost: 0.0280 ips: 11.9879 images/s
[08/21 04:41:36] ppdet.engine INFO: Epoch: [11] [40400/54024] learning_rate: 0.000100 loss_class: 0.765555 loss_bbox: 0.132476 loss_giou: 0.570447 loss_class_aux: 2.434630 loss_bbox_aux: 0.440423 loss_giou_aux: 1.803205 loss_class_dn: 0.377968 loss_bbox_dn: 0.125578 loss_giou_dn: 0.447819 loss_class_aux_dn: 0.845417 loss_bbox_aux_dn: 0.341342 loss_giou_aux_dn: 1.085103 loss: 9.259536 eta: 26 days, 12:14:14 batch_cost: 0.6909 data_cost: 0.0292 ips: 11.5785 images/s
[08/21 04:44:02] ppdet.engine INFO: Epoch: [11] [40600/54024] learning_rate: 0.000100 loss_class: 0.728082 loss_bbox: 0.135000 loss_giou: 0.586243 loss_class_aux: 2.295466 loss_bbox_aux: 0.445245 loss_giou_aux: 1.878047 loss_class_dn: 0.373698 loss_bbox_dn: 0.127030 loss_giou_dn: 0.435746 loss_class_aux_dn: 0.841940 loss_bbox_aux_dn: 0.336361 loss_giou_aux_dn: 1.054196 loss: 9.244674 eta: 26 days, 12:11:36 batch_cost: 0.6903 data_cost: 0.0334 ips: 11.5891 images/s
[08/21 04:46:25] ppdet.engine INFO: Epoch: [11] [40800/54024] learning_rate: 0.000100 loss_class: 0.739559 loss_bbox: 0.126709 loss_giou: 0.536975 loss_class_aux: 2.334915 loss_bbox_aux: 0.424222 loss_giou_aux: 1.700677 loss_class_dn: 0.366446 loss_bbox_dn: 0.128664 loss_giou_dn: 0.416584 loss_class_aux_dn: 0.821529 loss_bbox_aux_dn: 0.331018 loss_giou_aux_dn: 1.008618 loss: 9.057434 eta: 26 days, 12:08:30 batch_cost: 0.6671 data_cost: 0.0131 ips: 11.9925 images/s
[08/21 04:49:14] ppdet.engine INFO: Epoch: [11] [41000/54024] learning_rate: 0.000100 loss_class: 0.753952 loss_bbox: 0.128869 loss_giou: 0.553634 loss_class_aux: 2.334165 loss_bbox_aux: 0.429716 loss_giou_aux: 1.756823 loss_class_dn: 0.373179 loss_bbox_dn: 0.126382 loss_giou_dn: 0.433361 loss_class_aux_dn: 0.827244 loss_bbox_aux_dn: 0.339492 loss_giou_aux_dn: 1.053647 loss: 9.214479 eta: 26 days, 12:08:15 batch_cost: 0.8050 data_cost: 0.0067 ips: 9.9380 images/s
[08/21 04:52:22] ppdet.engine INFO: Epoch: [11] [41200/54024] learning_rate: 0.000100 loss_class: 0.741660 loss_bbox: 0.134011 loss_giou: 0.567677 loss_class_aux: 2.357136 loss_bbox_aux: 0.443242 loss_giou_aux: 1.785225 loss_class_dn: 0.370236 loss_bbox_dn: 0.130889 loss_giou_dn: 0.442151 loss_class_aux_dn: 0.825847 loss_bbox_aux_dn: 0.347650 loss_giou_aux_dn: 1.074477 loss: 9.363213 eta: 26 days, 12:09:53 batch_cost: 0.8975 data_cost: 0.0607 ips: 8.9132 images/s
[08/21 04:55:07] ppdet.engine INFO: Epoch: [11] [41400/54024] learning_rate: 0.000100 loss_class: 0.755330 loss_bbox: 0.130300 loss_giou: 0.580152 loss_class_aux: 2.363272 loss_bbox_aux: 0.438816 loss_giou_aux: 1.821804 loss_class_dn: 0.385675 loss_bbox_dn: 0.130334 loss_giou_dn: 0.452647 loss_class_aux_dn: 0.855149 loss_bbox_aux_dn: 0.345783 loss_giou_aux_dn: 1.104449 loss: 9.596652 eta: 26 days, 12:09:06 batch_cost: 0.7797 data_cost: 0.0281 ips: 10.2608 images/s
[08/21 04:57:36] ppdet.engine INFO: Epoch: [11] [41600/54024] learning_rate: 0.000100 loss_class: 0.761970 loss_bbox: 0.128853 loss_giou: 0.553306 loss_class_aux: 2.402004 loss_bbox_aux: 0.434138 loss_giou_aux: 1.796946 loss_class_dn: 0.363756 loss_bbox_dn: 0.124436 loss_giou_dn: 0.425307 loss_class_aux_dn: 0.820030 loss_bbox_aux_dn: 0.337224 loss_giou_aux_dn: 1.036070 loss: 8.948573 eta: 26 days, 12:06:47 batch_cost: 0.7049 data_cost: 0.0906 ips: 11.3488 images/s
[08/21 05:00:16] ppdet.engine INFO: Epoch: [11] [41800/54024] learning_rate: 0.000100 loss_class: 0.746828 loss_bbox: 0.133394 loss_giou: 0.568450 loss_class_aux: 2.337206 loss_bbox_aux: 0.452063 loss_giou_aux: 1.818962 loss_class_dn: 0.369863 loss_bbox_dn: 0.127576 loss_giou_dn: 0.431206 loss_class_aux_dn: 0.828650 loss_bbox_aux_dn: 0.336456 loss_giou_aux_dn: 1.041544 loss: 9.085185 eta: 26 days, 12:05:32 batch_cost: 0.7573 data_cost: 0.0573 ips: 10.5643 images/s
[08/21 05:02:44] ppdet.engine INFO: Epoch: [11] [42000/54024] learning_rate: 0.000100 loss_class: 0.772412 loss_bbox: 0.133625 loss_giou: 0.587004 loss_class_aux: 2.423461 loss_bbox_aux: 0.445927 loss_giou_aux: 1.870913 loss_class_dn: 0.383145 loss_bbox_dn: 0.126211 loss_giou_dn: 0.454955 loss_class_aux_dn: 0.861138 loss_bbox_aux_dn: 0.338288 loss_giou_aux_dn: 1.106248 loss: 9.667108 eta: 26 days, 12:03:03 batch_cost: 0.6969 data_cost: 0.0352 ips: 11.4787 images/s
[08/21 05:05:22] ppdet.engine INFO: Epoch: [11] [42200/54024] learning_rate: 0.000100 loss_class: 0.766339 loss_bbox: 0.134657 loss_giou: 0.546590 loss_class_aux: 2.412857 loss_bbox_aux: 0.452109 loss_giou_aux: 1.725876 loss_class_dn: 0.369088 loss_bbox_dn: 0.125720 loss_giou_dn: 0.443174 loss_class_aux_dn: 0.836616 loss_bbox_aux_dn: 0.339846 loss_giou_aux_dn: 1.050231 loss: 9.276707 eta: 26 days, 12:01:40 batch_cost: 0.7506 data_cost: 0.0052 ips: 10.6586 images/s
[08/21 05:07:51] ppdet.engine INFO: Epoch: [11] [42400/54024] learning_rate: 0.000100 loss_class: 0.765413 loss_bbox: 0.127023 loss_giou: 0.510728 loss_class_aux: 2.380886 loss_bbox_aux: 0.427923 loss_giou_aux: 1.644637 loss_class_dn: 0.360533 loss_bbox_dn: 0.127465 loss_giou_dn: 0.414112 loss_class_aux_dn: 0.816126 loss_bbox_aux_dn: 0.336428 loss_giou_aux_dn: 1.000750 loss: 9.018371 eta: 26 days, 11:59:11 batch_cost: 0.6973 data_cost: 0.0312 ips: 11.4726 images/s
[08/21 05:10:30] ppdet.engine INFO: Epoch: [11] [42600/54024] learning_rate: 0.000100 loss_class: 0.757167 loss_bbox: 0.132466 loss_giou: 0.551019 loss_class_aux: 2.337014 loss_bbox_aux: 0.444887 loss_giou_aux: 1.753285 loss_class_dn: 0.374128 loss_bbox_dn: 0.122509 loss_giou_dn: 0.431605 loss_class_aux_dn: 0.839109 loss_bbox_aux_dn: 0.328320 loss_giou_aux_dn: 1.053824 loss: 9.274694 eta: 26 days, 11:57:44 batch_cost: 0.7476 data_cost: 0.0063 ips: 10.7009 images/s
[08/21 05:13:03] ppdet.engine INFO: Epoch: [11] [42800/54024] learning_rate: 0.000100 loss_class: 0.738177 loss_bbox: 0.127659 loss_giou: 0.551034 loss_class_aux: 2.365251 loss_bbox_aux: 0.423686 loss_giou_aux: 1.759971 loss_class_dn: 0.375077 loss_bbox_dn: 0.123539 loss_giou_dn: 0.441620 loss_class_aux_dn: 0.831393 loss_bbox_aux_dn: 0.329811 loss_giou_aux_dn: 1.057294 loss: 9.385393 eta: 26 days, 11:55:47 batch_cost: 0.7232 data_cost: 0.0104 ips: 11.0625 images/s
[08/21 05:15:57] ppdet.engine INFO: Epoch: [11] [43000/54024] learning_rate: 0.000100 loss_class: 0.777813 loss_bbox: 0.134490 loss_giou: 0.586612 loss_class_aux: 2.416954 loss_bbox_aux: 0.458857 loss_giou_aux: 1.876827 loss_class_dn: 0.381604 loss_bbox_dn: 0.130121 loss_giou_dn: 0.448825 loss_class_aux_dn: 0.843923 loss_bbox_aux_dn: 0.348437 loss_giou_aux_dn: 1.103845 loss: 9.551821 eta: 26 days, 11:55:59 batch_cost: 0.8280 data_cost: 0.0041 ips: 9.6624 images/s
[08/21 05:18:32] ppdet.engine INFO: Epoch: [11] [43200/54024] learning_rate: 0.000100 loss_class: 0.744371 loss_bbox: 0.131753 loss_giou: 0.540446 loss_class_aux: 2.326897 loss_bbox_aux: 0.444124 loss_giou_aux: 1.706758 loss_class_dn: 0.372514 loss_bbox_dn: 0.131225 loss_giou_dn: 0.429814 loss_class_aux_dn: 0.841782 loss_bbox_aux_dn: 0.341619 loss_giou_aux_dn: 1.046049 loss: 9.245390 eta: 26 days, 11:54:17 batch_cost: 0.7355 data_cost: 0.0746 ips: 10.8765 images/s
[08/21 05:21:02] ppdet.engine INFO: Epoch: [11] [43400/54024] learning_rate: 0.000100 loss_class: 0.776956 loss_bbox: 0.132054 loss_giou: 0.568979 loss_class_aux: 2.381806 loss_bbox_aux: 0.433853 loss_giou_aux: 1.821908 loss_class_dn: 0.373080 loss_bbox_dn: 0.126081 loss_giou_dn: 0.442114 loss_class_aux_dn: 0.851574 loss_bbox_aux_dn: 0.342390 loss_giou_aux_dn: 1.069392 loss: 9.397684 eta: 26 days, 11:52:04 batch_cost: 0.7102 data_cost: 0.0278 ips: 11.2643 images/s
[08/21 05:23:23] ppdet.engine INFO: Epoch: [11] [43600/54024] learning_rate: 0.000100 loss_class: 0.760408 loss_bbox: 0.128999 loss_giou: 0.547263 loss_class_aux: 2.387096 loss_bbox_aux: 0.424259 loss_giou_aux: 1.737793 loss_class_dn: 0.377933 loss_bbox_dn: 0.121949 loss_giou_dn: 0.421169 loss_class_aux_dn: 0.840959 loss_bbox_aux_dn: 0.322307 loss_giou_aux_dn: 1.032179 loss: 9.167621 eta: 26 days, 11:48:47 batch_cost: 0.6586 data_cost: 0.0333 ips: 12.1476 images/s
W0821 05:26:54.848030 14586 sampler.cpp:189] bvar is busy at sampling for 2 seconds!
W0821 05:28:58.429868 14586 sampler.cpp:189] bvar is busy at sampling for 2 seconds!
W0821 05:29:56.301220 14586 sampler.cpp:189] bvar is busy at sampling for 2 seconds!
W0821 05:30:44.279147 14586 sampler.cpp:189] bvar is busy at sampling for 2 seconds!
[08/21 05:32:25] ppdet.engine INFO: Epoch: [11] [43800/54024] learning_rate: 0.000100 loss_class: 0.741229 loss_bbox: 0.128986 loss_giou: 0.532066 loss_class_aux: 2.321256 loss_bbox_aux: 0.429816 loss_giou_aux: 1.702849 loss_class_dn: 0.363879 loss_bbox_dn: 0.128587 loss_giou_dn: 0.416437 loss_class_aux_dn: 0.817248 loss_bbox_aux_dn: 0.335076 loss_giou_aux_dn: 1.015175 loss: 9.029642 eta: 26 days, 12:26:36 batch_cost: 2.6677 data_cost: 0.0125 ips: 2.9988 images/s
[08/21 05:34:37] ppdet.engine INFO: Epoch: [11] [44000/54024] learning_rate: 0.000100 loss_class: 0.773694 loss_bbox: 0.134287 loss_giou: 0.523563 loss_class_aux: 2.419876 loss_bbox_aux: 0.446642 loss_giou_aux: 1.669754 loss_class_dn: 0.372231 loss_bbox_dn: 0.131859 loss_giou_dn: 0.431781 loss_class_aux_dn: 0.841785 loss_bbox_aux_dn: 0.344750 loss_giou_aux_dn: 1.056110 loss: 9.389242 eta: 26 days, 12:22:35 batch_cost: 0.6229 data_cost: 0.0008 ips: 12.8424 images/s
[08/21 05:36:57] ppdet.engine INFO: Epoch: [11] [44200/54024] learning_rate: 0.000100 loss_class: 0.769100 loss_bbox: 0.137087 loss_giou: 0.563961 loss_class_aux: 2.394804 loss_bbox_aux: 0.474014 loss_giou_aux: 1.806632 loss_class_dn: 0.385380 loss_bbox_dn: 0.129067 loss_giou_dn: 0.446396 loss_class_aux_dn: 0.864170 loss_bbox_aux_dn: 0.342987 loss_giou_aux_dn: 1.082376 loss: 9.675308 eta: 26 days, 12:19:12 batch_cost: 0.6535 data_cost: 0.0443 ips: 12.2410 images/s
[08/21 05:39:24] ppdet.engine INFO: Epoch: [11] [44400/54024] learning_rate: 0.000100 loss_class: 0.765200 loss_bbox: 0.130979 loss_giou: 0.548810 loss_class_aux: 2.367360 loss_bbox_aux: 0.436904 loss_giou_aux: 1.740368 loss_class_dn: 0.365413 loss_bbox_dn: 0.131544 loss_giou_dn: 0.428587 loss_class_aux_dn: 0.813146 loss_bbox_aux_dn: 0.351243 loss_giou_aux_dn: 1.048664 loss: 9.168108 eta: 26 days, 12:16:31 batch_cost: 0.6887 data_cost: 0.0014 ips: 11.6153 images/s
[08/21 05:42:01] ppdet.engine INFO: Epoch: [11] [44600/54024] learning_rate: 0.000100 loss_class: 0.768557 loss_bbox: 0.135860 loss_giou: 0.587045 loss_class_aux: 2.403293 loss_bbox_aux: 0.459445 loss_giou_aux: 1.865490 loss_class_dn: 0.395707 loss_bbox_dn: 0.128867 loss_giou_dn: 0.464621 loss_class_aux_dn: 0.867579 loss_bbox_aux_dn: 0.348011 loss_giou_aux_dn: 1.121343 loss: 9.761025 eta: 26 days, 12:14:59 batch_cost: 0.7440 data_cost: 0.0809 ips: 10.7526 images/s
[08/21 05:44:25] ppdet.engine INFO: Epoch: [11] [44800/54024] learning_rate: 0.000100 loss_class: 0.753358 loss_bbox: 0.126087 loss_giou: 0.539851 loss_class_aux: 2.392195 loss_bbox_aux: 0.423333 loss_giou_aux: 1.732833 loss_class_dn: 0.371188 loss_bbox_dn: 0.122332 loss_giou_dn: 0.430067 loss_class_aux_dn: 0.825416 loss_bbox_aux_dn: 0.324627 loss_giou_aux_dn: 1.050758 loss: 9.267159 eta: 26 days, 12:12:07 batch_cost: 0.6796 data_cost: 0.0017 ips: 11.7708 images/s
[08/21 05:46:48] ppdet.engine INFO: Epoch: [11] [45000/54024] learning_rate: 0.000100 loss_class: 0.726939 loss_bbox: 0.130906 loss_giou: 0.559238 loss_class_aux: 2.305883 loss_bbox_aux: 0.431809 loss_giou_aux: 1.779578 loss_class_dn: 0.367534 loss_bbox_dn: 0.123920 loss_giou_dn: 0.441068 loss_class_aux_dn: 0.812418 loss_bbox_aux_dn: 0.320000 loss_giou_aux_dn: 1.077582 loss: 9.190040 eta: 26 days, 12:09:04 batch_cost: 0.6696 data_cost: 0.0271 ips: 11.9479 images/s
[08/21 05:49:48] ppdet.engine INFO: Epoch: [11] [45200/54024] learning_rate: 0.000100 loss_class: 0.768705 loss_bbox: 0.136042 loss_giou: 0.532544 loss_class_aux: 2.395161 loss_bbox_aux: 0.463345 loss_giou_aux: 1.716080 loss_class_dn: 0.367757 loss_bbox_dn: 0.127980 loss_giou_dn: 0.425509 loss_class_aux_dn: 0.822305 loss_bbox_aux_dn: 0.354722 loss_giou_aux_dn: 1.022646 loss: 9.186667 eta: 26 days, 12:09:52 batch_cost: 0.8594 data_cost: 0.0012 ips: 9.3090 images/s
[08/21 05:52:10] ppdet.engine INFO: Epoch: [11] [45400/54024] learning_rate: 0.000100 loss_class: 0.765566 loss_bbox: 0.130734 loss_giou: 0.604635 loss_class_aux: 2.381058 loss_bbox_aux: 0.441926 loss_giou_aux: 1.913945 loss_class_dn: 0.385110 loss_bbox_dn: 0.124103 loss_giou_dn: 0.461744 loss_class_aux_dn: 0.865018 loss_bbox_aux_dn: 0.330890 loss_giou_aux_dn: 1.108564 loss: 9.623241 eta: 26 days, 12:06:38 batch_cost: 0.6608 data_cost: 0.0399 ips: 12.1068 images/s
[08/21 05:54:44] ppdet.engine INFO: Epoch: [11] [45600/54024] learning_rate: 0.000100 loss_class: 0.742484 loss_bbox: 0.131827 loss_giou: 0.560872 loss_class_aux: 2.315137 loss_bbox_aux: 0.436507 loss_giou_aux: 1.758671 loss_class_dn: 0.376321 loss_bbox_dn: 0.128404 loss_giou_dn: 0.434010 loss_class_aux_dn: 0.835714 loss_bbox_aux_dn: 0.337744 loss_giou_aux_dn: 1.042817 loss: 9.275272 eta: 26 days, 12:04:46 batch_cost: 0.7287 data_cost: 0.0011 ips: 10.9791 images/s
[08/21 05:57:16] ppdet.engine INFO: Epoch: [11] [45800/54024] learning_rate: 0.000100 loss_class: 0.755380 loss_bbox: 0.134353 loss_giou: 0.511418 loss_class_aux: 2.312379 loss_bbox_aux: 0.443217 loss_giou_aux: 1.636547 loss_class_dn: 0.368058 loss_bbox_dn: 0.131738 loss_giou_dn: 0.416303 loss_class_aux_dn: 0.828734 loss_bbox_aux_dn: 0.337018 loss_giou_aux_dn: 1.010242 loss: 9.168515 eta: 26 days, 12:02:47 batch_cost: 0.7222 data_cost: 0.0509 ips: 11.0776 images/s
[08/21 06:00:00] ppdet.engine INFO: Epoch: [11] [46000/54024] learning_rate: 0.000100 loss_class: 0.740220 loss_bbox: 0.133724 loss_giou: 0.569688 loss_class_aux: 2.342237 loss_bbox_aux: 0.442544 loss_giou_aux: 1.800418 loss_class_dn: 0.371379 loss_bbox_dn: 0.124845 loss_giou_dn: 0.442313 loss_class_aux_dn: 0.831400 loss_bbox_aux_dn: 0.329161 loss_giou_aux_dn: 1.064422 loss: 9.303493 eta: 26 days, 12:01:50 batch_cost: 0.7738 data_cost: 0.0730 ips: 10.3385 images/s
[08/21 06:02:32] ppdet.engine INFO: Epoch: [11] [46200/54024] learning_rate: 0.000100 loss_class: 0.761233 loss_bbox: 0.128838 loss_giou: 0.553689 loss_class_aux: 2.381387 loss_bbox_aux: 0.436330 loss_giou_aux: 1.766105 loss_class_dn: 0.371031 loss_bbox_dn: 0.129661 loss_giou_dn: 0.434141 loss_class_aux_dn: 0.828003 loss_bbox_aux_dn: 0.347212 loss_giou_aux_dn: 1.059209 loss: 9.250468 eta: 26 days, 11:59:52 batch_cost: 0.7238 data_cost: 0.0878 ips: 11.0534 images/s
[08/21 06:05:07] ppdet.engine INFO: Epoch: [11] [46400/54024] learning_rate: 0.000100 loss_class: 0.775796 loss_bbox: 0.130183 loss_giou: 0.535764 loss_class_aux: 2.429955 loss_bbox_aux: 0.437982 loss_giou_aux: 1.706323 loss_class_dn: 0.376821 loss_bbox_dn: 0.129598 loss_giou_dn: 0.422410 loss_class_aux_dn: 0.852655 loss_bbox_aux_dn: 0.342757 loss_giou_aux_dn: 1.036751 loss: 9.390504 eta: 26 days, 11:58:08 batch_cost: 0.7341 data_cost: 0.0010 ips: 10.8975 images/s
[08/21 06:07:17] ppdet.engine INFO: Epoch: [11] [46600/54024] learning_rate: 0.000100 loss_class: 0.746625 loss_bbox: 0.121477 loss_giou: 0.509607 loss_class_aux: 2.313018 loss_bbox_aux: 0.410199 loss_giou_aux: 1.625214 loss_class_dn: 0.358625 loss_bbox_dn: 0.126519 loss_giou_dn: 0.407917 loss_class_aux_dn: 0.797255 loss_bbox_aux_dn: 0.335005 loss_giou_aux_dn: 0.993068 loss: 8.991562 eta: 26 days, 11:53:48 batch_cost: 0.6075 data_cost: 0.0358 ips: 13.1695 images/s
[08/21 06:09:42] ppdet.engine INFO: Epoch: [11] [46800/54024] learning_rate: 0.000100 loss_class: 0.778277 loss_bbox: 0.132821 loss_giou: 0.565765 loss_class_aux: 2.453170 loss_bbox_aux: 0.429095 loss_giou_aux: 1.806065 loss_class_dn: 0.385107 loss_bbox_dn: 0.133839 loss_giou_dn: 0.446315 loss_class_aux_dn: 0.854077 loss_bbox_aux_dn: 0.348159 loss_giou_aux_dn: 1.076538 loss: 9.482378 eta: 26 days, 11:51:01 batch_cost: 0.6834 data_cost: 0.0008 ips: 11.7056 images/s
[08/21 06:12:11] ppdet.engine INFO: Epoch: [11] [47000/54024] learning_rate: 0.000100 loss_class: 0.771182 loss_bbox: 0.134947 loss_giou: 0.566324 loss_class_aux: 2.384984 loss_bbox_aux: 0.451586 loss_giou_aux: 1.818011 loss_class_dn: 0.371182 loss_bbox_dn: 0.122995 loss_giou_dn: 0.438664 loss_class_aux_dn: 0.839463 loss_bbox_aux_dn: 0.330004 loss_giou_aux_dn: 1.081776 loss: 9.531945 eta: 26 days, 11:48:38 batch_cost: 0.7027 data_cost: 0.0727 ips: 11.3843 images/s
[08/21 06:14:40] ppdet.engine INFO: Epoch: [11] [47200/54024] learning_rate: 0.000100 loss_class: 0.771529 loss_bbox: 0.131785 loss_giou: 0.532472 loss_class_aux: 2.395159 loss_bbox_aux: 0.443404 loss_giou_aux: 1.675927 loss_class_dn: 0.379793 loss_bbox_dn: 0.123752 loss_giou_dn: 0.420623 loss_class_aux_dn: 0.853524 loss_bbox_aux_dn: 0.345428 loss_giou_aux_dn: 1.027243 loss: 9.328927 eta: 26 days, 11:46:13 batch_cost: 0.7016 data_cost: 0.0010 ips: 11.4031 images/s
[08/21 06:17:07] ppdet.engine INFO: Epoch: [11] [47400/54024] learning_rate: 0.000100 loss_class: 0.755856 loss_bbox: 0.128632 loss_giou: 0.577967 loss_class_aux: 2.341460 loss_bbox_aux: 0.429390 loss_giou_aux: 1.858758 loss_class_dn: 0.373876 loss_bbox_dn: 0.118319 loss_giou_dn: 0.442044 loss_class_aux_dn: 0.832215 loss_bbox_aux_dn: 0.322309 loss_giou_aux_dn: 1.075200 loss: 9.254671 eta: 26 days, 11:43:37 batch_cost: 0.6922 data_cost: 0.0820 ips: 11.5577 images/s
[08/21 06:19:16] ppdet.engine INFO: Epoch: [11] [47600/54024] learning_rate: 0.000100 loss_class: 0.771848 loss_bbox: 0.130375 loss_giou: 0.554852 loss_class_aux: 2.376361 loss_bbox_aux: 0.449448 loss_giou_aux: 1.767071 loss_class_dn: 0.386780 loss_bbox_dn: 0.129109 loss_giou_dn: 0.446887 loss_class_aux_dn: 0.849944 loss_bbox_aux_dn: 0.339265 loss_giou_aux_dn: 1.074885 loss: 9.454311 eta: 26 days, 11:39:12 batch_cost: 0.6020 data_cost: 0.0359 ips: 13.2880 images/s
[08/21 06:21:30] ppdet.engine INFO: Epoch: [11] [47800/54024] learning_rate: 0.000100 loss_class: 0.746369 loss_bbox: 0.125827 loss_giou: 0.534058 loss_class_aux: 2.330171 loss_bbox_aux: 0.442383 loss_giou_aux: 1.690611 loss_class_dn: 0.362310 loss_bbox_dn: 0.125588 loss_giou_dn: 0.414085 loss_class_aux_dn: 0.818010 loss_bbox_aux_dn: 0.332341 loss_giou_aux_dn: 1.012429 loss: 9.087067 eta: 26 days, 11:35:19 batch_cost: 0.6294 data_cost: 0.0436 ips: 12.7106 images/s
[08/21 06:24:20] ppdet.engine INFO: Epoch: [11] [48000/54024] learning_rate: 0.000100 loss_class: 0.772727 loss_bbox: 0.137282 loss_giou: 0.561148 loss_class_aux: 2.412024 loss_bbox_aux: 0.454629 loss_giou_aux: 1.760396 loss_class_dn: 0.371768 loss_bbox_dn: 0.128060 loss_giou_dn: 0.429814 loss_class_aux_dn: 0.837538 loss_bbox_aux_dn: 0.339740 loss_giou_aux_dn: 1.037369 loss: 9.179253 eta: 26 days, 11:35:04 batch_cost: 0.8080 data_cost: 0.0717 ips: 9.9006 images/s
[08/21 06:26:50] ppdet.engine INFO: Epoch: [11] [48200/54024] learning_rate: 0.000100 loss_class: 0.746126 loss_bbox: 0.128802 loss_giou: 0.537864 loss_class_aux: 2.335459 loss_bbox_aux: 0.444452 loss_giou_aux: 1.707720 loss_class_dn: 0.360918 loss_bbox_dn: 0.133761 loss_giou_dn: 0.419460 loss_class_aux_dn: 0.817771 loss_bbox_aux_dn: 0.353872 loss_giou_aux_dn: 1.006536 loss: 8.941320 eta: 26 days, 11:32:48 batch_cost: 0.7086 data_cost: 0.0800 ips: 11.2892 images/s
[08/21 06:29:13] ppdet.engine INFO: Epoch: [11] [48400/54024] learning_rate: 0.000100 loss_class: 0.732830 loss_bbox: 0.138384 loss_giou: 0.529069 loss_class_aux: 2.302017 loss_bbox_aux: 0.464254 loss_giou_aux: 1.678644 loss_class_dn: 0.360255 loss_bbox_dn: 0.143170 loss_giou_dn: 0.416438 loss_class_aux_dn: 0.818373 loss_bbox_aux_dn: 0.366726 loss_giou_aux_dn: 1.008806 loss: 9.078094 eta: 26 days, 11:29:46 batch_cost: 0.6702 data_cost: 0.0142 ips: 11.9363 images/s
[08/21 06:31:54] ppdet.engine INFO: Epoch: [11] [48600/54024] learning_rate: 0.000100 loss_class: 0.776788 loss_bbox: 0.135121 loss_giou: 0.569478 loss_class_aux: 2.454762 loss_bbox_aux: 0.448497 loss_giou_aux: 1.777014 loss_class_dn: 0.376994 loss_bbox_dn: 0.131635 loss_giou_dn: 0.441726 loss_class_aux_dn: 0.839118 loss_bbox_aux_dn: 0.349284 loss_giou_aux_dn: 1.061248 loss: 9.425081 eta: 26 days, 11:28:38 batch_cost: 0.7652 data_cost: 0.1112 ips: 10.4542 images/s
[08/21 06:34:24] ppdet.engine INFO: Epoch: [11] [48800/54024] learning_rate: 0.000100 loss_class: 0.772221 loss_bbox: 0.135051 loss_giou: 0.551062 loss_class_aux: 2.411327 loss_bbox_aux: 0.451877 loss_giou_aux: 1.749370 loss_class_dn: 0.374011 loss_bbox_dn: 0.134867 loss_giou_dn: 0.427916 loss_class_aux_dn: 0.842220 loss_bbox_aux_dn: 0.357648 loss_giou_aux_dn: 1.041423 loss: 9.447979 eta: 26 days, 11:26:20 batch_cost: 0.7065 data_cost: 0.0612 ips: 11.3238 images/s
[08/21 06:37:12] ppdet.engine INFO: Epoch: [11] [49000/54024] learning_rate: 0.000100 loss_class: 0.758047 loss_bbox: 0.125467 loss_giou: 0.528404 loss_class_aux: 2.388854 loss_bbox_aux: 0.430018 loss_giou_aux: 1.702814 loss_class_dn: 0.363868 loss_bbox_dn: 0.128190 loss_giou_dn: 0.418876 loss_class_aux_dn: 0.811073 loss_bbox_aux_dn: 0.343141 loss_giou_aux_dn: 1.020041 loss: 9.137375 eta: 26 days, 11:25:55 batch_cost: 0.8005 data_cost: 0.0512 ips: 9.9936 images/s
[08/21 06:39:23] ppdet.engine INFO: Epoch: [11] [49200/54024] learning_rate: 0.000100 loss_class: 0.728199 loss_bbox: 0.129599 loss_giou: 0.525704 loss_class_aux: 2.272549 loss_bbox_aux: 0.431316 loss_giou_aux: 1.681433 loss_class_dn: 0.359768 loss_bbox_dn: 0.126193 loss_giou_dn: 0.420998 loss_class_aux_dn: 0.805414 loss_bbox_aux_dn: 0.330216 loss_giou_aux_dn: 0.997944 loss: 9.046675 eta: 26 days, 11:21:45 batch_cost: 0.6149 data_cost: 0.0305 ips: 13.0095 images/s
[08/21 06:42:02] ppdet.engine INFO: Epoch: [11] [49400/54024] learning_rate: 0.000100 loss_class: 0.758263 loss_bbox: 0.130639 loss_giou: 0.538379 loss_class_aux: 2.338485 loss_bbox_aux: 0.438210 loss_giou_aux: 1.712308 loss_class_dn: 0.366909 loss_bbox_dn: 0.129308 loss_giou_dn: 0.419192 loss_class_aux_dn: 0.817384 loss_bbox_aux_dn: 0.343635 loss_giou_aux_dn: 1.041252 loss: 9.401944 eta: 26 days, 11:20:20 batch_cost: 0.7505 data_cost: 0.0948 ips: 10.6599 images/s
[08/21 06:44:51] ppdet.engine INFO: Epoch: [11] [49600/54024] learning_rate: 0.000100 loss_class: 0.752417 loss_bbox: 0.129380 loss_giou: 0.537688 loss_class_aux: 2.353528 loss_bbox_aux: 0.433948 loss_giou_aux: 1.734067 loss_class_dn: 0.368843 loss_bbox_dn: 0.117024 loss_giou_dn: 0.407950 loss_class_aux_dn: 0.836098 loss_bbox_aux_dn: 0.319747 loss_giou_aux_dn: 0.986764 loss: 8.999448 eta: 26 days, 11:20:03 batch_cost: 0.8065 data_cost: 0.0905 ips: 9.9198 images/s
[08/21 06:47:19] ppdet.engine INFO: Epoch: [11] [49800/54024] learning_rate: 0.000100 loss_class: 0.759957 loss_bbox: 0.127730 loss_giou: 0.565148 loss_class_aux: 2.371988 loss_bbox_aux: 0.425035 loss_giou_aux: 1.793577 loss_class_dn: 0.378742 loss_bbox_dn: 0.123716 loss_giou_dn: 0.434726 loss_class_aux_dn: 0.836562 loss_bbox_aux_dn: 0.329460 loss_giou_aux_dn: 1.053512 loss: 9.433219 eta: 26 days, 11:17:37 batch_cost: 0.7004 data_cost: 0.0818 ips: 11.4222 images/s
[08/21 06:49:48] ppdet.engine INFO: Epoch: [11] [50000/54024] learning_rate: 0.000100 loss_class: 0.771790 loss_bbox: 0.136204 loss_giou: 0.549980 loss_class_aux: 2.394508 loss_bbox_aux: 0.456285 loss_giou_aux: 1.733104 loss_class_dn: 0.373611 loss_bbox_dn: 0.129312 loss_giou_dn: 0.423241 loss_class_aux_dn: 0.830770 loss_bbox_aux_dn: 0.334109 loss_giou_aux_dn: 1.034146 loss: 9.339379 eta: 26 days, 11:15:11 batch_cost: 0.7010 data_cost: 0.0017 ips: 11.4117 images/s
[08/21 06:52:14] ppdet.engine INFO: Epoch: [11] [50200/54024] learning_rate: 0.000100 loss_class: 0.740261 loss_bbox: 0.127872 loss_giou: 0.539896 loss_class_aux: 2.290093 loss_bbox_aux: 0.447369 loss_giou_aux: 1.722369 loss_class_dn: 0.367687 loss_bbox_dn: 0.122520 loss_giou_dn: 0.434411 loss_class_aux_dn: 0.807689 loss_bbox_aux_dn: 0.327662 loss_giou_aux_dn: 1.054025 loss: 9.261953 eta: 26 days, 11:12:29 batch_cost: 0.6873 data_cost: 0.0366 ips: 11.6403 images/s
[08/21 06:54:48] ppdet.engine INFO: Epoch: [11] [50400/54024] learning_rate: 0.000100 loss_class: 0.770620 loss_bbox: 0.133639 loss_giou: 0.536953 loss_class_aux: 2.394906 loss_bbox_aux: 0.450397 loss_giou_aux: 1.723464 loss_class_dn: 0.376231 loss_bbox_dn: 0.130237 loss_giou_dn: 0.431542 loss_class_aux_dn: 0.836577 loss_bbox_aux_dn: 0.348672 loss_giou_aux_dn: 1.046805 loss: 9.328508 eta: 26 days, 11:10:34 batch_cost: 0.7261 data_cost: 0.0633 ips: 11.0184 images/s
[08/21 06:57:11] ppdet.engine INFO: Epoch: [11] [50600/54024] learning_rate: 0.000100 loss_class: 0.778630 loss_bbox: 0.130529 loss_giou: 0.581595 loss_class_aux: 2.417130 loss_bbox_aux: 0.444243 loss_giou_aux: 1.849120 loss_class_dn: 0.391291 loss_bbox_dn: 0.134697 loss_giou_dn: 0.456894 loss_class_aux_dn: 0.878906 loss_bbox_aux_dn: 0.350551 loss_giou_aux_dn: 1.111365 loss: 9.732620 eta: 26 days, 11:07:37 batch_cost: 0.6743 data_cost: 0.0948 ips: 11.8634 images/s
[08/21 06:59:24] ppdet.engine INFO: Epoch: [11] [50800/54024] learning_rate: 0.000100 loss_class: 0.763593 loss_bbox: 0.130779 loss_giou: 0.548358 loss_class_aux: 2.351293 loss_bbox_aux: 0.440154 loss_giou_aux: 1.761647 loss_class_dn: 0.390778 loss_bbox_dn: 0.127641 loss_giou_dn: 0.435563 loss_class_aux_dn: 0.879410 loss_bbox_aux_dn: 0.336079 loss_giou_aux_dn: 1.075945 loss: 9.564706 eta: 26 days, 11:03:41 batch_cost: 0.6260 data_cost: 0.0292 ips: 12.7797 images/s
[08/21 07:01:51] ppdet.engine INFO: Epoch: [11] [51000/54024] learning_rate: 0.000100 loss_class: 0.770366 loss_bbox: 0.127455 loss_giou: 0.552266 loss_class_aux: 2.418082 loss_bbox_aux: 0.422263 loss_giou_aux: 1.773405 loss_class_dn: 0.380423 loss_bbox_dn: 0.125943 loss_giou_dn: 0.437278 loss_class_aux_dn: 0.846417 loss_bbox_aux_dn: 0.335914 loss_giou_aux_dn: 1.058513 loss: 9.481643 eta: 26 days, 11:01:01 batch_cost: 0.6893 data_cost: 0.0009 ips: 11.6064 images/s
[08/21 07:04:19] ppdet.engine INFO: Epoch: [11] [51200/54024] learning_rate: 0.000100 loss_class: 0.735471 loss_bbox: 0.126182 loss_giou: 0.539471 loss_class_aux: 2.299701 loss_bbox_aux: 0.422184 loss_giou_aux: 1.724616 loss_class_dn: 0.358345 loss_bbox_dn: 0.122526 loss_giou_dn: 0.410825 loss_class_aux_dn: 0.797488 loss_bbox_aux_dn: 0.324823 loss_giou_aux_dn: 1.008643 loss: 8.973323 eta: 26 days, 10:58:35 batch_cost: 0.7004 data_cost: 0.0307 ips: 11.4218 images/s
[08/21 07:06:58] ppdet.engine INFO: Epoch: [11] [51400/54024] learning_rate: 0.000100 loss_class: 0.762575 loss_bbox: 0.139196 loss_giou: 0.564420 loss_class_aux: 2.388455 loss_bbox_aux: 0.455930 loss_giou_aux: 1.809907 loss_class_dn: 0.387781 loss_bbox_dn: 0.134623 loss_giou_dn: 0.446328 loss_class_aux_dn: 0.858677 loss_bbox_aux_dn: 0.351730 loss_giou_aux_dn: 1.094053 loss: 9.524377 eta: 26 days, 10:57:11 batch_cost: 0.7517 data_cost: 0.0699 ips: 10.6422 images/s
[08/21 07:09:38] ppdet.engine INFO: Epoch: [11] [51600/54024] learning_rate: 0.000100 loss_class: 0.756372 loss_bbox: 0.134217 loss_giou: 0.600160 loss_class_aux: 2.367493 loss_bbox_aux: 0.451842 loss_giou_aux: 1.877467 loss_class_dn: 0.370352 loss_bbox_dn: 0.123636 loss_giou_dn: 0.446261 loss_class_aux_dn: 0.843511 loss_bbox_aux_dn: 0.330785 loss_giou_aux_dn: 1.061325 loss: 9.354969 eta: 26 days, 10:55:54 batch_cost: 0.7570 data_cost: 0.0881 ips: 10.5673 images/s
[08/21 07:12:13] ppdet.engine INFO: Epoch: [11] [51800/54024] learning_rate: 0.000100 loss_class: 0.762759 loss_bbox: 0.123870 loss_giou: 0.530167 loss_class_aux: 2.370181 loss_bbox_aux: 0.414034 loss_giou_aux: 1.726319 loss_class_dn: 0.363670 loss_bbox_dn: 0.126503 loss_giou_dn: 0.423922 loss_class_aux_dn: 0.819095 loss_bbox_aux_dn: 0.339135 loss_giou_aux_dn: 1.026645 loss: 9.076297 eta: 26 days, 10:54:02 batch_cost: 0.7292 data_cost: 0.0360 ips: 10.9706 images/s
[08/21 07:14:45] ppdet.engine INFO: Epoch: [11] [52000/54024] learning_rate: 0.000100 loss_class: 0.730012 loss_bbox: 0.131360 loss_giou: 0.543826 loss_class_aux: 2.278162 loss_bbox_aux: 0.445992 loss_giou_aux: 1.740276 loss_class_dn: 0.368402 loss_bbox_dn: 0.131961 loss_giou_dn: 0.435688 loss_class_aux_dn: 0.820857 loss_bbox_aux_dn: 0.344288 loss_giou_aux_dn: 1.053263 loss: 9.283206 eta: 26 days, 10:51:59 batch_cost: 0.7193 data_cost: 0.0734 ips: 11.1213 images/s
[08/21 07:16:56] ppdet.engine INFO: Epoch: [11] [52200/54024] learning_rate: 0.000100 loss_class: 0.724843 loss_bbox: 0.127727 loss_giou: 0.511984 loss_class_aux: 2.302503 loss_bbox_aux: 0.417084 loss_giou_aux: 1.625421 loss_class_dn: 0.355296 loss_bbox_dn: 0.121890 loss_giou_dn: 0.408988 loss_class_aux_dn: 0.797174 loss_bbox_aux_dn: 0.332640 loss_giou_aux_dn: 0.973442 loss: 8.636105 eta: 26 days, 10:47:48 batch_cost: 0.6132 data_cost: 0.0062 ips: 13.0463 images/s
[08/21 07:19:09] ppdet.engine INFO: Epoch: [11] [52400/54024] learning_rate: 0.000100 loss_class: 0.745843 loss_bbox: 0.128592 loss_giou: 0.540986 loss_class_aux: 2.318107 loss_bbox_aux: 0.426757 loss_giou_aux: 1.742307 loss_class_dn: 0.374147 loss_bbox_dn: 0.128126 loss_giou_dn: 0.427904 loss_class_aux_dn: 0.825105 loss_bbox_aux_dn: 0.336832 loss_giou_aux_dn: 1.060150 loss: 9.349598 eta: 26 days, 10:43:54 batch_cost: 0.6272 data_cost: 0.0284 ips: 12.7550 images/s
[08/21 07:21:17] ppdet.engine INFO: Epoch: [11] [52600/54024] learning_rate: 0.000100 loss_class: 0.768062 loss_bbox: 0.134618 loss_giou: 0.565590 loss_class_aux: 2.365029 loss_bbox_aux: 0.453582 loss_giou_aux: 1.791184 loss_class_dn: 0.376518 loss_bbox_dn: 0.131811 loss_giou_dn: 0.436002 loss_class_aux_dn: 0.848460 loss_bbox_aux_dn: 0.348318 loss_giou_aux_dn: 1.064318 loss: 9.411610 eta: 26 days, 10:39:29 batch_cost: 0.6021 data_cost: 0.0244 ips: 13.2867 images/s
[08/21 07:23:43] ppdet.engine INFO: Epoch: [11] [52800/54024] learning_rate: 0.000100 loss_class: 0.751266 loss_bbox: 0.140590 loss_giou: 0.584259 loss_class_aux: 2.375966 loss_bbox_aux: 0.462058 loss_giou_aux: 1.878782 loss_class_dn: 0.381432 loss_bbox_dn: 0.132465 loss_giou_dn: 0.454761 loss_class_aux_dn: 0.851117 loss_bbox_aux_dn: 0.351365 loss_giou_aux_dn: 1.101119 loss: 9.690897 eta: 26 days, 10:36:47 batch_cost: 0.6867 data_cost: 0.0011 ips: 11.6506 images/s
[08/21 07:26:16] ppdet.engine INFO: Epoch: [11] [53000/54024] learning_rate: 0.000100 loss_class: 0.771750 loss_bbox: 0.133446 loss_giou: 0.561501 loss_class_aux: 2.418640 loss_bbox_aux: 0.452116 loss_giou_aux: 1.784845 loss_class_dn: 0.377486 loss_bbox_dn: 0.126122 loss_giou_dn: 0.423455 loss_class_aux_dn: 0.838733 loss_bbox_aux_dn: 0.339087 loss_giou_aux_dn: 1.046877 loss: 9.412573 eta: 26 days, 10:34:54 batch_cost: 0.7279 data_cost: 0.0562 ips: 10.9903 images/s
[08/21 07:28:31] ppdet.engine INFO: Epoch: [11] [53200/54024] learning_rate: 0.000100 loss_class: 0.740476 loss_bbox: 0.129530 loss_giou: 0.552902 loss_class_aux: 2.303053 loss_bbox_aux: 0.424673 loss_giou_aux: 1.766666 loss_class_dn: 0.375158 loss_bbox_dn: 0.121300 loss_giou_dn: 0.440164 loss_class_aux_dn: 0.835885 loss_bbox_aux_dn: 0.329064 loss_giou_aux_dn: 1.065228 loss: 9.376183 eta: 26 days, 10:31:06 batch_cost: 0.6315 data_cost: 0.0132 ips: 12.6675 images/s
[08/21 07:31:11] ppdet.engine INFO: Epoch: [11] [53400/54024] learning_rate: 0.000100 loss_class: 0.727261 loss_bbox: 0.126946 loss_giou: 0.569676 loss_class_aux: 2.291345 loss_bbox_aux: 0.439098 loss_giou_aux: 1.816632 loss_class_dn: 0.354788 loss_bbox_dn: 0.125114 loss_giou_dn: 0.445712 loss_class_aux_dn: 0.797141 loss_bbox_aux_dn: 0.343325 loss_giou_aux_dn: 1.073595 loss: 9.075381 eta: 26 days, 10:29:53 batch_cost: 0.7614 data_cost: 0.0270 ips: 10.5066 images/s
[08/21 07:33:27] ppdet.engine INFO: Epoch: [11] [53600/54024] learning_rate: 0.000100 loss_class: 0.707479 loss_bbox: 0.131973 loss_giou: 0.561208 loss_class_aux: 2.269433 loss_bbox_aux: 0.441243 loss_giou_aux: 1.751040 loss_class_dn: 0.364634 loss_bbox_dn: 0.126029 loss_giou_dn: 0.426845 loss_class_aux_dn: 0.811770 loss_bbox_aux_dn: 0.335226 loss_giou_aux_dn: 1.039962 loss: 9.151586 eta: 26 days, 10:26:14 batch_cost: 0.6394 data_cost: 0.0694 ips: 12.5124 images/s
[08/21 07:36:04] ppdet.engine INFO: Epoch: [11] [53800/54024] learning_rate: 0.000100 loss_class: 0.751451 loss_bbox: 0.124094 loss_giou: 0.548984 loss_class_aux: 2.365787 loss_bbox_aux: 0.421136 loss_giou_aux: 1.734521 loss_class_dn: 0.365406 loss_bbox_dn: 0.117017 loss_giou_dn: 0.437999 loss_class_aux_dn: 0.822451 loss_bbox_aux_dn: 0.318412 loss_giou_aux_dn: 1.055722 loss: 9.250526 eta: 26 days, 10:24:40 batch_cost: 0.7440 data_cost: 0.0846 ips: 10.7525 images/s
[08/21 07:38:23] ppdet.engine INFO: Epoch: [11] [54000/54024] learning_rate: 0.000100 loss_class: 0.759728 loss_bbox: 0.129722 loss_giou: 0.535778 loss_class_aux: 2.374030 loss_bbox_aux: 0.436434 loss_giou_aux: 1.729096 loss_class_dn: 0.379755 loss_bbox_dn: 0.126932 loss_giou_dn: 0.429755 loss_class_aux_dn: 0.852317 loss_bbox_aux_dn: 0.339455 loss_giou_aux_dn: 1.063796 loss: 9.263000 eta: 26 days, 10:21:17 batch_cost: 0.6523 data_cost: 0.0745 ips: 12.2640 images/s
[08/21 07:38:48] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
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[08/21 08:06:09] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=6.12s)
creating index...
index created!
[08/21 08:06:17] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=245.84s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=2541.75s).
Accumulating evaluation results...
DONE (t=759.76s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.229
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.312
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.248
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.106
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.217
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.309
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.239
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.457
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.490
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.273
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.480
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.641
[08/21 09:07:12] ppdet.engine INFO: Total sample number: 80000, average FPS: 60.41294244526754
[08/21 09:07:12] ppdet.engine INFO: Best test bbox ap is 0.229.
[08/21 09:07:14] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r18vd_6x_coco
[08/21 09:07:24] ppdet.engine INFO: Epoch: [12] [    0/54024] learning_rate: 0.000100 loss_class: 0.757240 loss_bbox: 0.126809 loss_giou: 0.533941 loss_class_aux: 2.351650 loss_bbox_aux: 0.429665 loss_giou_aux: 1.712322 loss_class_dn: 0.373226 loss_bbox_dn: 0.126932 loss_giou_dn: 0.420817 loss_class_aux_dn: 0.840495 loss_bbox_aux_dn: 0.339455 loss_giou_aux_dn: 1.036306 loss: 9.197965 eta: 26 days, 10:20:43 batch_cost: 0.6516 data_cost: 0.0749 ips: 12.2773 images/s
[08/21 09:10:08] ppdet.engine INFO: Epoch: [12] [  200/54024] learning_rate: 0.000100 loss_class: 0.757639 loss_bbox: 0.126117 loss_giou: 0.575986 loss_class_aux: 2.371626 loss_bbox_aux: 0.423456 loss_giou_aux: 1.831219 loss_class_dn: 0.376652 loss_bbox_dn: 0.117551 loss_giou_dn: 0.445010 loss_class_aux_dn: 0.844557 loss_bbox_aux_dn: 0.317644 loss_giou_aux_dn: 1.089512 loss: 9.209898 eta: 26 days, 10:19:48 batch_cost: 0.7763 data_cost: 0.0321 ips: 10.3049 images/s
[08/21 09:12:42] ppdet.engine INFO: Epoch: [12] [  400/54024] learning_rate: 0.000100 loss_class: 0.731932 loss_bbox: 0.126783 loss_giou: 0.500418 loss_class_aux: 2.261168 loss_bbox_aux: 0.419316 loss_giou_aux: 1.621108 loss_class_dn: 0.347049 loss_bbox_dn: 0.122995 loss_giou_dn: 0.397119 loss_class_aux_dn: 0.779192 loss_bbox_aux_dn: 0.329323 loss_giou_aux_dn: 0.974861 loss: 8.581267 eta: 26 days, 10:17:57 batch_cost: 0.7295 data_cost: 0.0183 ips: 10.9663 images/s
[08/21 09:15:14] ppdet.engine INFO: Epoch: [12] [  600/54024] learning_rate: 0.000100 loss_class: 0.739143 loss_bbox: 0.127330 loss_giou: 0.556599 loss_class_aux: 2.274404 loss_bbox_aux: 0.436303 loss_giou_aux: 1.758397 loss_class_dn: 0.362792 loss_bbox_dn: 0.125820 loss_giou_dn: 0.412304 loss_class_aux_dn: 0.823716 loss_bbox_aux_dn: 0.333277 loss_giou_aux_dn: 1.021954 loss: 9.316422 eta: 26 days, 10:15:53 batch_cost: 0.7189 data_cost: 0.0861 ips: 11.1279 images/s
[08/21 09:17:39] ppdet.engine INFO: Epoch: [12] [  800/54024] learning_rate: 0.000100 loss_class: 0.743119 loss_bbox: 0.124589 loss_giou: 0.529219 loss_class_aux: 2.327041 loss_bbox_aux: 0.426645 loss_giou_aux: 1.690674 loss_class_dn: 0.366720 loss_bbox_dn: 0.125794 loss_giou_dn: 0.425311 loss_class_aux_dn: 0.820989 loss_bbox_aux_dn: 0.334949 loss_giou_aux_dn: 1.025886 loss: 8.904121 eta: 26 days, 10:13:05 batch_cost: 0.6821 data_cost: 0.0228 ips: 11.7281 images/s
[08/21 09:20:14] ppdet.engine INFO: Epoch: [12] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.755608 loss_bbox: 0.127429 loss_giou: 0.575106 loss_class_aux: 2.360128 loss_bbox_aux: 0.428665 loss_giou_aux: 1.832798 loss_class_dn: 0.376899 loss_bbox_dn: 0.125658 loss_giou_dn: 0.448772 loss_class_aux_dn: 0.834527 loss_bbox_aux_dn: 0.340219 loss_giou_aux_dn: 1.077565 loss: 9.549067 eta: 26 days, 10:11:20 batch_cost: 0.7341 data_cost: 0.0725 ips: 10.8972 images/s
[08/21 09:22:49] ppdet.engine INFO: Epoch: [12] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.734789 loss_bbox: 0.121931 loss_giou: 0.502278 loss_class_aux: 2.308206 loss_bbox_aux: 0.419604 loss_giou_aux: 1.606831 loss_class_dn: 0.350731 loss_bbox_dn: 0.127220 loss_giou_dn: 0.399776 loss_class_aux_dn: 0.789900 loss_bbox_aux_dn: 0.343610 loss_giou_aux_dn: 0.982772 loss: 8.789249 eta: 26 days, 10:09:36 batch_cost: 0.7357 data_cost: 0.0009 ips: 10.8738 images/s
[08/21 09:25:30] ppdet.engine INFO: Epoch: [12] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.738122 loss_bbox: 0.125604 loss_giou: 0.546608 loss_class_aux: 2.335475 loss_bbox_aux: 0.426077 loss_giou_aux: 1.727272 loss_class_dn: 0.370905 loss_bbox_dn: 0.119831 loss_giou_dn: 0.424308 loss_class_aux_dn: 0.837410 loss_bbox_aux_dn: 0.318857 loss_giou_aux_dn: 1.028015 loss: 9.104091 eta: 26 days, 10:08:26 batch_cost: 0.7635 data_cost: 0.0416 ips: 10.4786 images/s
[08/21 09:28:05] ppdet.engine INFO: Epoch: [12] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.746177 loss_bbox: 0.126775 loss_giou: 0.541924 loss_class_aux: 2.366691 loss_bbox_aux: 0.428893 loss_giou_aux: 1.715479 loss_class_dn: 0.365530 loss_bbox_dn: 0.124594 loss_giou_dn: 0.424916 loss_class_aux_dn: 0.817106 loss_bbox_aux_dn: 0.337169 loss_giou_aux_dn: 1.028441 loss: 9.109374 eta: 26 days, 10:06:37 batch_cost: 0.7317 data_cost: 0.0740 ips: 10.9332 images/s
[08/21 09:30:53] ppdet.engine INFO: Epoch: [12] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.803686 loss_bbox: 0.139023 loss_giou: 0.593717 loss_class_aux: 2.492763 loss_bbox_aux: 0.466318 loss_giou_aux: 1.888397 loss_class_dn: 0.383224 loss_bbox_dn: 0.133465 loss_giou_dn: 0.457247 loss_class_aux_dn: 0.864081 loss_bbox_aux_dn: 0.357100 loss_giou_aux_dn: 1.107704 loss: 9.697350 eta: 26 days, 10:06:10 batch_cost: 0.7995 data_cost: 0.0460 ips: 10.0062 images/s
[08/21 09:33:20] ppdet.engine INFO: Epoch: [12] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.755289 loss_bbox: 0.127080 loss_giou: 0.538206 loss_class_aux: 2.333994 loss_bbox_aux: 0.432241 loss_giou_aux: 1.714173 loss_class_dn: 0.361742 loss_bbox_dn: 0.128794 loss_giou_dn: 0.415499 loss_class_aux_dn: 0.802579 loss_bbox_aux_dn: 0.340135 loss_giou_aux_dn: 1.014821 loss: 9.072513 eta: 26 days, 10:03:36 batch_cost: 0.6937 data_cost: 0.0277 ips: 11.5328 images/s
[08/21 09:35:45] ppdet.engine INFO: Epoch: [12] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.756879 loss_bbox: 0.133843 loss_giou: 0.551482 loss_class_aux: 2.398002 loss_bbox_aux: 0.452187 loss_giou_aux: 1.762478 loss_class_dn: 0.385998 loss_bbox_dn: 0.124441 loss_giou_dn: 0.440633 loss_class_aux_dn: 0.855785 loss_bbox_aux_dn: 0.330782 loss_giou_aux_dn: 1.066500 loss: 9.502101 eta: 26 days, 10:00:51 batch_cost: 0.6844 data_cost: 0.0045 ips: 11.6896 images/s
[08/21 09:38:29] ppdet.engine INFO: Epoch: [12] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.737389 loss_bbox: 0.132986 loss_giou: 0.538459 loss_class_aux: 2.337229 loss_bbox_aux: 0.448366 loss_giou_aux: 1.754737 loss_class_dn: 0.364020 loss_bbox_dn: 0.126986 loss_giou_dn: 0.416428 loss_class_aux_dn: 0.820574 loss_bbox_aux_dn: 0.333502 loss_giou_aux_dn: 1.029866 loss: 9.278612 eta: 26 days, 9:59:55 batch_cost: 0.7760 data_cost: 0.0115 ips: 10.3092 images/s
[08/21 09:41:07] ppdet.engine INFO: Epoch: [12] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.756240 loss_bbox: 0.125595 loss_giou: 0.535850 loss_class_aux: 2.362063 loss_bbox_aux: 0.415766 loss_giou_aux: 1.717450 loss_class_dn: 0.365276 loss_bbox_dn: 0.123054 loss_giou_dn: 0.422657 loss_class_aux_dn: 0.812648 loss_bbox_aux_dn: 0.331092 loss_giou_aux_dn: 1.033010 loss: 8.941401 eta: 26 days, 9:58:30 batch_cost: 0.7514 data_cost: 0.0388 ips: 10.6471 images/s
[08/21 09:43:30] ppdet.engine INFO: Epoch: [12] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.771099 loss_bbox: 0.132757 loss_giou: 0.573177 loss_class_aux: 2.439288 loss_bbox_aux: 0.437779 loss_giou_aux: 1.815063 loss_class_dn: 0.381972 loss_bbox_dn: 0.124286 loss_giou_dn: 0.450014 loss_class_aux_dn: 0.850498 loss_bbox_aux_dn: 0.330673 loss_giou_aux_dn: 1.074432 loss: 9.526736 eta: 26 days, 9:55:36 batch_cost: 0.6768 data_cost: 0.0132 ips: 11.8200 images/s