diff --git "a/pretrain/selfsup_detr_cluster-ids-as-pseudo-labels/20221026_193523.log" "b/pretrain/selfsup_detr_cluster-ids-as-pseudo-labels/20221026_193523.log" deleted file mode 100644--- "a/pretrain/selfsup_detr_cluster-ids-as-pseudo-labels/20221026_193523.log" +++ /dev/null @@ -1,3432 +0,0 @@ -2022-10-26 19:35:23,763 - mmdet - INFO - Environment info: ------------------------------------------------------------- -sys.platform: linux -Python: 3.7.3 (default, Jan 22 2021, 20:04:44) [GCC 8.3.0] -CUDA available: True -GPU 0,1,2,3,4,5,6,7: A100-SXM-80GB -CUDA_HOME: /usr/local/cuda -NVCC: Cuda compilation tools, release 11.3, V11.3.109 -GCC: x86_64-linux-gnu-gcc (Debian 8.3.0-6) 8.3.0 -PyTorch: 1.10.0 -PyTorch compiling details: PyTorch built with: - - GCC 7.3 - - C++ Version: 201402 - - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - - Intel(R) MKL-DNN v2.2.3 (Git Hash 7336ca9f055cf1bfa13efb658fe15dc9b41f0740) - - OpenMP 201511 (a.k.a. OpenMP 4.5) - - LAPACK is enabled (usually provided by MKL) - - NNPACK is enabled - - CPU capability usage: AVX512 - - CUDA Runtime 11.3 - - NVCC architecture flags: -gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 - - CuDNN 8.2 - - Magma 2.5.2 - - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.0, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.10.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, - -TorchVision: 0.11.1+cu113 -OpenCV: 4.6.0 -MMCV: 1.6.1 -MMCV Compiler: GCC 9.3 -MMCV CUDA Compiler: 11.3 -MMDetection: 2.25.2+2d311f3 ------------------------------------------------------------- - -2022-10-26 19:35:26,492 - mmdet - INFO - Distributed training: True -2022-10-26 19:35:29,245 - mmdet - INFO - Config: -model = dict( - type='DETR', - backbone=dict( - type='ResNet', - depth=50, - num_stages=4, - out_indices=(3, ), - frozen_stages=4, - norm_cfg=dict(type='BN', requires_grad=False), - norm_eval=True, - style='pytorch', - init_cfg=dict(type='Pretrained', checkpoint='torchvision://resnet50')), - bbox_head=dict( - type='DETRHead', - num_classes=256, - in_channels=2048, - transformer=dict( - type='Transformer', - encoder=dict( - type='DetrTransformerEncoder', - num_layers=6, - transformerlayers=dict( - type='BaseTransformerLayer', - attn_cfgs=[ - dict( - type='MultiheadAttention', - embed_dims=256, - num_heads=8, - dropout=0.1) - ], - feedforward_channels=2048, - ffn_dropout=0.1, - operation_order=('self_attn', 'norm', 'ffn', 'norm'))), - decoder=dict( - type='DetrTransformerDecoder', - return_intermediate=True, - num_layers=6, - transformerlayers=dict( - type='DetrTransformerDecoderLayer', - attn_cfgs=dict( - type='MultiheadAttention', - embed_dims=256, - num_heads=8, - dropout=0.1), - feedforward_channels=2048, - ffn_dropout=0.1, - operation_order=('self_attn', 'norm', 'cross_attn', 'norm', - 'ffn', 'norm')))), - positional_encoding=dict( - type='SinePositionalEncoding', num_feats=128, normalize=True), - loss_cls=dict( - type='CrossEntropyLoss', - bg_cls_weight=0.1, - use_sigmoid=False, - loss_weight=1.0, - class_weight=1.0), - loss_bbox=dict(type='L1Loss', loss_weight=5.0), - loss_iou=dict(type='GIoULoss', loss_weight=2.0)), - train_cfg=dict( - assigner=dict( - type='HungarianAssigner', - cls_cost=dict(type='ClassificationCost', weight=1.0), - reg_cost=dict(type='BBoxL1Cost', weight=5.0, box_format='xywh'), - iou_cost=dict(type='IoUCost', iou_mode='giou', weight=2.0))), - test_cfg=dict(max_per_img=100)) -dataset_type = 'CocoDataset' -data_root = 'data/coco/' -img_norm_cfg = dict( - mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) -train_pipeline = [ - dict(type='LoadImageFromFile'), - dict(type='LoadAnnotations', with_bbox=True), - dict(type='RandomFlip', flip_ratio=0.5), - dict( - type='AutoAugment', - policies=[[{ - 'type': - 'Resize', - 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), - (608, 1333), (640, 1333), (672, 1333), (704, 1333), - (736, 1333), (768, 1333), (800, 1333)], - 'multiscale_mode': - 'value', - 'keep_ratio': - True - }], - [{ - 'type': 'Resize', - 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], - 'multiscale_mode': 'value', - 'keep_ratio': True - }, { - 'type': 'RandomCrop', - 'crop_type': 'absolute_range', - 'crop_size': (384, 600), - 'allow_negative_crop': True - }, { - 'type': - 'Resize', - 'img_scale': [(480, 1333), (512, 1333), (544, 1333), - (576, 1333), (608, 1333), (640, 1333), - (672, 1333), (704, 1333), (736, 1333), - (768, 1333), (800, 1333)], - 'multiscale_mode': - 'value', - 'override': - True, - 'keep_ratio': - True - }]]), - dict( - type='Normalize', - mean=[123.675, 116.28, 103.53], - std=[58.395, 57.12, 57.375], - to_rgb=True), - dict(type='Pad', size_divisor=1), - dict(type='DefaultFormatBundle'), - dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels']) -] -test_pipeline = [ - dict(type='LoadImageFromFile'), - dict( - type='MultiScaleFlipAug', - img_scale=(1333, 800), - flip=False, - transforms=[ - dict(type='Resize', keep_ratio=True), - dict(type='RandomFlip'), - dict( - type='Normalize', - mean=[123.675, 116.28, 103.53], - std=[58.395, 57.12, 57.375], - to_rgb=True), - dict(type='Pad', size_divisor=32), - dict(type='ImageToTensor', keys=['img']), - dict(type='Collect', keys=['img']) - ]) -] -data = dict( - samples_per_gpu=2, - workers_per_gpu=2, - train=dict( - type='CocoDataset', - ann_file='train2017_ratio3size0008@0.5_cluster-id-as-class.json', - img_prefix='data/coco/train2017/', - pipeline=[ - dict(type='LoadImageFromFile'), - dict(type='LoadAnnotations', with_bbox=True), - dict(type='RandomFlip', flip_ratio=0.5), - dict( - type='AutoAugment', - policies=[[{ - 'type': - 'Resize', - 'img_scale': [(480, 1333), (512, 1333), (544, 1333), - (576, 1333), (608, 1333), (640, 1333), - (672, 1333), (704, 1333), (736, 1333), - (768, 1333), (800, 1333)], - 'multiscale_mode': - 'value', - 'keep_ratio': - True - }], - [{ - 'type': 'Resize', - 'img_scale': [(400, 1333), (500, 1333), - (600, 1333)], - 'multiscale_mode': 'value', - 'keep_ratio': True - }, { - 'type': 'RandomCrop', - 'crop_type': 'absolute_range', - 'crop_size': (384, 600), - 'allow_negative_crop': True - }, { - 'type': - 'Resize', - 'img_scale': [(480, 1333), (512, 1333), - (544, 1333), (576, 1333), - (608, 1333), (640, 1333), - (672, 1333), (704, 1333), - (736, 1333), (768, 1333), - (800, 1333)], - 'multiscale_mode': - 'value', - 'override': - True, - 'keep_ratio': - True - }]]), - dict( - type='Normalize', - mean=[123.675, 116.28, 103.53], - std=[58.395, 57.12, 57.375], - to_rgb=True), - dict(type='Pad', size_divisor=1), - dict(type='DefaultFormatBundle'), - dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels']) - ], - classes=[ - 'cluster_1', 'cluster_2', 'cluster_3', 'cluster_4', 'cluster_5', - 'cluster_6', 'cluster_7', 'cluster_8', 'cluster_9', 'cluster_10', - 'cluster_11', 'cluster_12', 'cluster_13', 'cluster_14', - 'cluster_15', 'cluster_16', 'cluster_17', 'cluster_18', - 'cluster_19', 'cluster_20', 'cluster_21', 'cluster_22', - 'cluster_23', 'cluster_24', 'cluster_25', 'cluster_26', - 'cluster_27', 'cluster_28', 'cluster_29', 'cluster_30', - 'cluster_31', 'cluster_32', 'cluster_33', 'cluster_34', - 'cluster_35', 'cluster_36', 'cluster_37', 'cluster_38', - 'cluster_39', 'cluster_40', 'cluster_41', 'cluster_42', - 'cluster_43', 'cluster_44', 'cluster_45', 'cluster_46', - 'cluster_47', 'cluster_48', 'cluster_49', 'cluster_50', - 'cluster_51', 'cluster_52', 'cluster_53', 'cluster_54', - 'cluster_55', 'cluster_56', 'cluster_57', 'cluster_58', - 'cluster_59', 'cluster_60', 'cluster_61', 'cluster_62', - 'cluster_63', 'cluster_64', 'cluster_65', 'cluster_66', - 'cluster_67', 'cluster_68', 'cluster_69', 'cluster_70', - 'cluster_71', 'cluster_72', 'cluster_73', 'cluster_74', - 'cluster_75', 'cluster_76', 'cluster_77', 'cluster_78', - 'cluster_79', 'cluster_80', 'cluster_81', 'cluster_82', - 'cluster_83', 'cluster_84', 'cluster_85', 'cluster_86', - 'cluster_87', 'cluster_88', 'cluster_89', 'cluster_90', - 'cluster_91', 'cluster_92', 'cluster_93', 'cluster_94', - 'cluster_95', 'cluster_96', 'cluster_97', 'cluster_98', - 'cluster_99', 'cluster_100', 'cluster_101', 'cluster_102', - 'cluster_103', 'cluster_104', 'cluster_105', 'cluster_106', - 'cluster_107', 'cluster_108', 'cluster_109', 'cluster_110', - 'cluster_111', 'cluster_112', 'cluster_113', 'cluster_114', - 'cluster_115', 'cluster_116', 'cluster_117', 'cluster_118', - 'cluster_119', 'cluster_120', 'cluster_121', 'cluster_122', - 'cluster_123', 'cluster_124', 'cluster_125', 'cluster_126', - 'cluster_127', 'cluster_128', 'cluster_129', 'cluster_130', - 'cluster_131', 'cluster_132', 'cluster_133', 'cluster_134', - 'cluster_135', 'cluster_136', 'cluster_137', 'cluster_138', - 'cluster_139', 'cluster_140', 'cluster_141', 'cluster_142', - 'cluster_143', 'cluster_144', 'cluster_145', 'cluster_146', - 'cluster_147', 'cluster_148', 'cluster_149', 'cluster_150', - 'cluster_151', 'cluster_152', 'cluster_153', 'cluster_154', - 'cluster_155', 'cluster_156', 'cluster_157', 'cluster_158', - 'cluster_159', 'cluster_160', 'cluster_161', 'cluster_162', - 'cluster_163', 'cluster_164', 'cluster_165', 'cluster_166', - 'cluster_167', 'cluster_168', 'cluster_169', 'cluster_170', - 'cluster_171', 'cluster_172', 'cluster_173', 'cluster_174', - 'cluster_175', 'cluster_176', 'cluster_177', 'cluster_178', - 'cluster_179', 'cluster_180', 'cluster_181', 'cluster_182', - 'cluster_183', 'cluster_184', 'cluster_185', 'cluster_186', - 'cluster_187', 'cluster_188', 'cluster_189', 'cluster_190', - 'cluster_191', 'cluster_192', 'cluster_193', 'cluster_194', - 'cluster_195', 'cluster_196', 'cluster_197', 'cluster_198', - 'cluster_199', 'cluster_200', 'cluster_201', 'cluster_202', - 'cluster_203', 'cluster_204', 'cluster_205', 'cluster_206', - 'cluster_207', 'cluster_208', 'cluster_209', 'cluster_210', - 'cluster_211', 'cluster_212', 'cluster_213', 'cluster_214', - 'cluster_215', 'cluster_216', 'cluster_217', 'cluster_218', - 'cluster_219', 'cluster_220', 'cluster_221', 'cluster_222', - 'cluster_223', 'cluster_224', 'cluster_225', 'cluster_226', - 'cluster_227', 'cluster_228', 'cluster_229', 'cluster_230', - 'cluster_231', 'cluster_232', 'cluster_233', 'cluster_234', - 'cluster_235', 'cluster_236', 'cluster_237', 'cluster_238', - 'cluster_239', 'cluster_240', 'cluster_241', 'cluster_242', - 'cluster_243', 'cluster_244', 'cluster_245', 'cluster_246', - 'cluster_247', 'cluster_248', 'cluster_249', 'cluster_250', - 'cluster_251', 'cluster_252', 'cluster_253', 'cluster_254', - 'cluster_255', 'cluster_256' - ]), - val=dict( - type='CocoDataset', - ann_file='data/coco/annotations/instances_val2017.json', - img_prefix='data/coco/val2017/', - pipeline=[ - dict(type='LoadImageFromFile'), - dict( - type='MultiScaleFlipAug', - img_scale=(1333, 800), - flip=False, - transforms=[ - dict(type='Resize', keep_ratio=True), - dict(type='RandomFlip'), - dict( - type='Normalize', - mean=[123.675, 116.28, 103.53], - std=[58.395, 57.12, 57.375], - to_rgb=True), - dict(type='Pad', size_divisor=32), - dict(type='ImageToTensor', keys=['img']), - dict(type='Collect', keys=['img']) - ]) - ]), - test=dict( - type='CocoDataset', - ann_file='data/coco/annotations/instances_val2017.json', - img_prefix='data/coco/val2017/', - pipeline=[ - dict(type='LoadImageFromFile'), - dict( - type='MultiScaleFlipAug', - img_scale=(1333, 800), - flip=False, - transforms=[ - dict(type='Resize', keep_ratio=True), - dict(type='RandomFlip'), - dict( - type='Normalize', - mean=[123.675, 116.28, 103.53], - std=[58.395, 57.12, 57.375], - to_rgb=True), - dict(type='Pad', size_divisor=32), - dict(type='ImageToTensor', keys=['img']), - dict(type='Collect', keys=['img']) - ]) - ])) -evaluation = dict( - interval=65535, metric='bbox', save_best='auto', gpu_collect=True) -checkpoint_config = dict(interval=1) -log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) -custom_hooks = [ - dict(type='NumClassCheckHook'), - dict( - type='MMDetWandbHook', - init_kwargs=dict(project='I2B', group='finetune'), - interval=50, - num_eval_images=0, - log_checkpoint=False) -] -dist_params = dict(backend='nccl') -log_level = 'INFO' -load_from = None -resume_from = None -workflow = [('train', 1)] -opencv_num_threads = 0 -mp_start_method = 'fork' -auto_scale_lr = dict(enable=True, base_batch_size=64) -custom_imports = dict( - imports=[ - 'mmselfsup.datasets.pipelines', - 'selfsup.core.hook.momentum_update_hook', - 'selfsup.datasets.pipelines.selfsup_pipelines', - 'selfsup.datasets.pipelines.rand_aug', - 'selfsup.datasets.single_view_coco', - 'selfsup.datasets.multi_view_coco', - 'selfsup.models.losses.contrastive_loss', - 'selfsup.models.dense_heads.fcos_head', - 'selfsup.models.dense_heads.retina_head', - 'selfsup.models.dense_heads.detr_head', - 'selfsup.models.dense_heads.deformable_detr_head', - 'selfsup.models.roi_heads.bbox_heads.convfc_bbox_head', - 'selfsup.models.roi_heads.standard_roi_head', - 'selfsup.models.detectors.selfsup_detector', - 'selfsup.models.detectors.selfsup_fcos', - 'selfsup.models.detectors.selfsup_detr', - 'selfsup.models.detectors.selfsup_deformable_detr', - 'selfsup.models.detectors.selfsup_retinanet', - 'selfsup.models.detectors.selfsup_mask_rcnn', - 'selfsup.core.bbox.assigners.hungarian_assigner', - 'selfsup.core.bbox.assigners.pseudo_hungarian_assigner', - 'selfsup.core.bbox.match_costs.match_cost' - ], - allow_failed_imports=False) -classes = [ - 'cluster_1', 'cluster_2', 'cluster_3', 'cluster_4', 'cluster_5', - 'cluster_6', 'cluster_7', 'cluster_8', 'cluster_9', 'cluster_10', - 'cluster_11', 'cluster_12', 'cluster_13', 'cluster_14', 'cluster_15', - 'cluster_16', 'cluster_17', 'cluster_18', 'cluster_19', 'cluster_20', - 'cluster_21', 'cluster_22', 'cluster_23', 'cluster_24', 'cluster_25', - 'cluster_26', 'cluster_27', 'cluster_28', 'cluster_29', 'cluster_30', - 'cluster_31', 'cluster_32', 'cluster_33', 'cluster_34', 'cluster_35', - 'cluster_36', 'cluster_37', 'cluster_38', 'cluster_39', 'cluster_40', - 'cluster_41', 'cluster_42', 'cluster_43', 'cluster_44', 'cluster_45', - 'cluster_46', 'cluster_47', 'cluster_48', 'cluster_49', 'cluster_50', - 'cluster_51', 'cluster_52', 'cluster_53', 'cluster_54', 'cluster_55', - 'cluster_56', 'cluster_57', 'cluster_58', 'cluster_59', 'cluster_60', - 'cluster_61', 'cluster_62', 'cluster_63', 'cluster_64', 'cluster_65', - 'cluster_66', 'cluster_67', 'cluster_68', 'cluster_69', 'cluster_70', - 'cluster_71', 'cluster_72', 'cluster_73', 'cluster_74', 'cluster_75', - 'cluster_76', 'cluster_77', 'cluster_78', 'cluster_79', 'cluster_80', - 'cluster_81', 'cluster_82', 'cluster_83', 'cluster_84', 'cluster_85', - 'cluster_86', 'cluster_87', 'cluster_88', 'cluster_89', 'cluster_90', - 'cluster_91', 'cluster_92', 'cluster_93', 'cluster_94', 'cluster_95', - 'cluster_96', 'cluster_97', 'cluster_98', 'cluster_99', 'cluster_100', - 'cluster_101', 'cluster_102', 'cluster_103', 'cluster_104', 'cluster_105', - 'cluster_106', 'cluster_107', 'cluster_108', 'cluster_109', 'cluster_110', - 'cluster_111', 'cluster_112', 'cluster_113', 'cluster_114', 'cluster_115', - 'cluster_116', 'cluster_117', 'cluster_118', 'cluster_119', 'cluster_120', - 'cluster_121', 'cluster_122', 'cluster_123', 'cluster_124', 'cluster_125', - 'cluster_126', 'cluster_127', 'cluster_128', 'cluster_129', 'cluster_130', - 'cluster_131', 'cluster_132', 'cluster_133', 'cluster_134', 'cluster_135', - 'cluster_136', 'cluster_137', 'cluster_138', 'cluster_139', 'cluster_140', - 'cluster_141', 'cluster_142', 'cluster_143', 'cluster_144', 'cluster_145', - 'cluster_146', 'cluster_147', 'cluster_148', 'cluster_149', 'cluster_150', - 'cluster_151', 'cluster_152', 'cluster_153', 'cluster_154', 'cluster_155', - 'cluster_156', 'cluster_157', 'cluster_158', 'cluster_159', 'cluster_160', - 'cluster_161', 'cluster_162', 'cluster_163', 'cluster_164', 'cluster_165', - 'cluster_166', 'cluster_167', 'cluster_168', 'cluster_169', 'cluster_170', - 'cluster_171', 'cluster_172', 'cluster_173', 'cluster_174', 'cluster_175', - 'cluster_176', 'cluster_177', 'cluster_178', 'cluster_179', 'cluster_180', - 'cluster_181', 'cluster_182', 'cluster_183', 'cluster_184', 'cluster_185', - 'cluster_186', 'cluster_187', 'cluster_188', 'cluster_189', 'cluster_190', - 'cluster_191', 'cluster_192', 'cluster_193', 'cluster_194', 'cluster_195', - 'cluster_196', 'cluster_197', 'cluster_198', 'cluster_199', 'cluster_200', - 'cluster_201', 'cluster_202', 'cluster_203', 'cluster_204', 'cluster_205', - 'cluster_206', 'cluster_207', 'cluster_208', 'cluster_209', 'cluster_210', - 'cluster_211', 'cluster_212', 'cluster_213', 'cluster_214', 'cluster_215', - 'cluster_216', 'cluster_217', 'cluster_218', 'cluster_219', 'cluster_220', - 'cluster_221', 'cluster_222', 'cluster_223', 'cluster_224', 'cluster_225', - 'cluster_226', 'cluster_227', 'cluster_228', 'cluster_229', 'cluster_230', - 'cluster_231', 'cluster_232', 'cluster_233', 'cluster_234', 'cluster_235', - 'cluster_236', 'cluster_237', 'cluster_238', 'cluster_239', 'cluster_240', - 'cluster_241', 'cluster_242', 'cluster_243', 'cluster_244', 'cluster_245', - 'cluster_246', 'cluster_247', 'cluster_248', 'cluster_249', 'cluster_250', - 'cluster_251', 'cluster_252', 'cluster_253', 'cluster_254', 'cluster_255', - 'cluster_256' -] -optimizer = dict( - type='AdamW', - lr=0.0002, - weight_decay=0.0001, - paramwise_cfg=dict( - custom_keys=dict(backbone=dict(lr_mult=0, decay_mult=0)))) -optimizer_config = dict(grad_clip=dict(max_norm=0.1, norm_type=2)) -lr_config = dict(policy='step', step=[40]) -runner = dict(type='EpochBasedRunner', max_epochs=50) -work_dir = 'work_dirs/selfsup_detr_cluster-ids-as-pseudo-labels' -auto_resume = False -gpu_ids = range(0, 32) - -2022-10-26 19:35:29,245 - mmdet - INFO - Set random seed to 42, deterministic: False -2022-10-26 19:35:29,549 - mmdet - INFO - initialize ResNet with init_cfg {'type': 'Pretrained', 'checkpoint': 'torchvision://resnet50'} -Name of parameter - Initialization information - -backbone.conv1.weight - torch.Size([64, 3, 7, 7]): -PretrainedInit: load from torchvision://resnet50 - -backbone.bn1.weight - torch.Size([64]): -PretrainedInit: load from torchvision://resnet50 - -backbone.bn1.bias - torch.Size([64]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.0.conv1.weight - torch.Size([64, 64, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.0.bn1.weight - torch.Size([64]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.0.bn1.bias - torch.Size([64]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.0.conv2.weight - torch.Size([64, 64, 3, 3]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.0.bn2.weight - torch.Size([64]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.0.bn2.bias - torch.Size([64]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.0.conv3.weight - torch.Size([256, 64, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.0.bn3.weight - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.0.bn3.bias - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.0.downsample.0.weight - torch.Size([256, 64, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.0.downsample.1.weight - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.0.downsample.1.bias - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.1.conv1.weight - torch.Size([64, 256, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.1.bn1.weight - torch.Size([64]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.1.bn1.bias - torch.Size([64]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.1.conv2.weight - torch.Size([64, 64, 3, 3]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.1.bn2.weight - torch.Size([64]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.1.bn2.bias - torch.Size([64]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.1.conv3.weight - torch.Size([256, 64, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.1.bn3.weight - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.1.bn3.bias - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.2.conv1.weight - torch.Size([64, 256, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.2.bn1.weight - torch.Size([64]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.2.bn1.bias - torch.Size([64]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.2.conv2.weight - torch.Size([64, 64, 3, 3]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.2.bn2.weight - torch.Size([64]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.2.bn2.bias - torch.Size([64]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.2.conv3.weight - torch.Size([256, 64, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.2.bn3.weight - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer1.2.bn3.bias - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.0.conv1.weight - torch.Size([128, 256, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.0.bn1.weight - torch.Size([128]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.0.bn1.bias - torch.Size([128]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.0.conv2.weight - torch.Size([128, 128, 3, 3]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.0.bn2.weight - torch.Size([128]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.0.bn2.bias - torch.Size([128]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.0.conv3.weight - torch.Size([512, 128, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.0.bn3.weight - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.0.bn3.bias - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.0.downsample.0.weight - torch.Size([512, 256, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.0.downsample.1.weight - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.0.downsample.1.bias - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.1.conv1.weight - torch.Size([128, 512, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.1.bn1.weight - torch.Size([128]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.1.bn1.bias - torch.Size([128]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.1.conv2.weight - torch.Size([128, 128, 3, 3]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.1.bn2.weight - torch.Size([128]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.1.bn2.bias - torch.Size([128]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.1.conv3.weight - torch.Size([512, 128, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.1.bn3.weight - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.1.bn3.bias - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.2.conv1.weight - torch.Size([128, 512, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.2.bn1.weight - torch.Size([128]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.2.bn1.bias - torch.Size([128]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.2.conv2.weight - torch.Size([128, 128, 3, 3]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.2.bn2.weight - torch.Size([128]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.2.bn2.bias - torch.Size([128]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.2.conv3.weight - torch.Size([512, 128, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.2.bn3.weight - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.2.bn3.bias - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.3.conv1.weight - torch.Size([128, 512, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.3.bn1.weight - torch.Size([128]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.3.bn1.bias - torch.Size([128]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.3.conv2.weight - torch.Size([128, 128, 3, 3]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.3.bn2.weight - torch.Size([128]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.3.bn2.bias - torch.Size([128]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.3.conv3.weight - torch.Size([512, 128, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.3.bn3.weight - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer2.3.bn3.bias - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.0.conv1.weight - torch.Size([256, 512, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.0.bn1.weight - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.0.bn1.bias - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.0.conv2.weight - torch.Size([256, 256, 3, 3]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.0.bn2.weight - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.0.bn2.bias - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.0.conv3.weight - torch.Size([1024, 256, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.0.bn3.weight - torch.Size([1024]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.0.bn3.bias - torch.Size([1024]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.0.downsample.0.weight - torch.Size([1024, 512, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.0.downsample.1.weight - torch.Size([1024]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.0.downsample.1.bias - torch.Size([1024]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.1.conv1.weight - torch.Size([256, 1024, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.1.bn1.weight - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.1.bn1.bias - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.1.conv2.weight - torch.Size([256, 256, 3, 3]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.1.bn2.weight - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.1.bn2.bias - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.1.conv3.weight - torch.Size([1024, 256, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.1.bn3.weight - torch.Size([1024]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.1.bn3.bias - torch.Size([1024]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.2.conv1.weight - torch.Size([256, 1024, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.2.bn1.weight - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.2.bn1.bias - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.2.conv2.weight - torch.Size([256, 256, 3, 3]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.2.bn2.weight - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.2.bn2.bias - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.2.conv3.weight - torch.Size([1024, 256, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.2.bn3.weight - torch.Size([1024]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.2.bn3.bias - torch.Size([1024]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.3.conv1.weight - torch.Size([256, 1024, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.3.bn1.weight - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.3.bn1.bias - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.3.conv2.weight - torch.Size([256, 256, 3, 3]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.3.bn2.weight - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.3.bn2.bias - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.3.conv3.weight - torch.Size([1024, 256, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.3.bn3.weight - torch.Size([1024]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.3.bn3.bias - torch.Size([1024]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.4.conv1.weight - torch.Size([256, 1024, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.4.bn1.weight - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.4.bn1.bias - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.4.conv2.weight - torch.Size([256, 256, 3, 3]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.4.bn2.weight - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.4.bn2.bias - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.4.conv3.weight - torch.Size([1024, 256, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.4.bn3.weight - torch.Size([1024]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.4.bn3.bias - torch.Size([1024]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.5.conv1.weight - torch.Size([256, 1024, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.5.bn1.weight - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.5.bn1.bias - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.5.conv2.weight - torch.Size([256, 256, 3, 3]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.5.bn2.weight - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.5.bn2.bias - torch.Size([256]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.5.conv3.weight - torch.Size([1024, 256, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.5.bn3.weight - torch.Size([1024]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer3.5.bn3.bias - torch.Size([1024]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.0.conv1.weight - torch.Size([512, 1024, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.0.bn1.weight - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.0.bn1.bias - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.0.conv2.weight - torch.Size([512, 512, 3, 3]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.0.bn2.weight - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.0.bn2.bias - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.0.conv3.weight - torch.Size([2048, 512, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.0.bn3.weight - torch.Size([2048]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.0.bn3.bias - torch.Size([2048]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.0.downsample.0.weight - torch.Size([2048, 1024, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.0.downsample.1.weight - torch.Size([2048]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.0.downsample.1.bias - torch.Size([2048]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.1.conv1.weight - torch.Size([512, 2048, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.1.bn1.weight - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.1.bn1.bias - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.1.conv2.weight - torch.Size([512, 512, 3, 3]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.1.bn2.weight - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.1.bn2.bias - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.1.conv3.weight - torch.Size([2048, 512, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.1.bn3.weight - torch.Size([2048]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.1.bn3.bias - torch.Size([2048]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.2.conv1.weight - torch.Size([512, 2048, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.2.bn1.weight - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.2.bn1.bias - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.2.conv2.weight - torch.Size([512, 512, 3, 3]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.2.bn2.weight - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.2.bn2.bias - torch.Size([512]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.2.conv3.weight - torch.Size([2048, 512, 1, 1]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.2.bn3.weight - torch.Size([2048]): -PretrainedInit: load from torchvision://resnet50 - -backbone.layer4.2.bn3.bias - torch.Size([2048]): -PretrainedInit: load from torchvision://resnet50 - -bbox_head.transformer.encoder.layers.0.attentions.0.attn.in_proj_weight - torch.Size([768, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.0.attentions.0.attn.in_proj_bias - torch.Size([768]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.0.attentions.0.attn.out_proj.weight - torch.Size([256, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.0.attentions.0.attn.out_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.0.ffns.0.layers.0.0.weight - torch.Size([2048, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.0.ffns.0.layers.0.0.bias - torch.Size([2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.0.ffns.0.layers.1.weight - torch.Size([256, 2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.0.ffns.0.layers.1.bias - torch.Size([256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.0.norms.0.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.0.norms.0.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.0.norms.1.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.0.norms.1.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.1.attentions.0.attn.in_proj_weight - torch.Size([768, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.1.attentions.0.attn.in_proj_bias - torch.Size([768]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.1.attentions.0.attn.out_proj.weight - torch.Size([256, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.1.attentions.0.attn.out_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.1.ffns.0.layers.0.0.weight - torch.Size([2048, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.1.ffns.0.layers.0.0.bias - torch.Size([2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.1.ffns.0.layers.1.weight - torch.Size([256, 2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.1.ffns.0.layers.1.bias - torch.Size([256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.1.norms.0.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.1.norms.0.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.1.norms.1.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.1.norms.1.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.2.attentions.0.attn.in_proj_weight - torch.Size([768, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.2.attentions.0.attn.in_proj_bias - torch.Size([768]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.2.attentions.0.attn.out_proj.weight - torch.Size([256, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.2.attentions.0.attn.out_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.2.ffns.0.layers.0.0.weight - torch.Size([2048, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.2.ffns.0.layers.0.0.bias - torch.Size([2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.2.ffns.0.layers.1.weight - torch.Size([256, 2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.2.ffns.0.layers.1.bias - torch.Size([256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.2.norms.0.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.2.norms.0.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.2.norms.1.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.2.norms.1.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.3.attentions.0.attn.in_proj_weight - torch.Size([768, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.3.attentions.0.attn.in_proj_bias - torch.Size([768]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.3.attentions.0.attn.out_proj.weight - torch.Size([256, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.3.attentions.0.attn.out_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.3.ffns.0.layers.0.0.weight - torch.Size([2048, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.3.ffns.0.layers.0.0.bias - torch.Size([2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.3.ffns.0.layers.1.weight - torch.Size([256, 2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.3.ffns.0.layers.1.bias - torch.Size([256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.3.norms.0.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.3.norms.0.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.3.norms.1.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.3.norms.1.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.4.attentions.0.attn.in_proj_weight - torch.Size([768, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.4.attentions.0.attn.in_proj_bias - torch.Size([768]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.4.attentions.0.attn.out_proj.weight - torch.Size([256, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.4.attentions.0.attn.out_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.4.ffns.0.layers.0.0.weight - torch.Size([2048, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.4.ffns.0.layers.0.0.bias - torch.Size([2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.4.ffns.0.layers.1.weight - torch.Size([256, 2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.4.ffns.0.layers.1.bias - torch.Size([256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.4.norms.0.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.4.norms.0.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.4.norms.1.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.4.norms.1.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.5.attentions.0.attn.in_proj_weight - torch.Size([768, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.5.attentions.0.attn.in_proj_bias - torch.Size([768]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.5.attentions.0.attn.out_proj.weight - torch.Size([256, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.5.attentions.0.attn.out_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.5.ffns.0.layers.0.0.weight - torch.Size([2048, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.5.ffns.0.layers.0.0.bias - torch.Size([2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.5.ffns.0.layers.1.weight - torch.Size([256, 2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.5.ffns.0.layers.1.bias - torch.Size([256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.encoder.layers.5.norms.0.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.5.norms.0.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.5.norms.1.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.encoder.layers.5.norms.1.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.0.attentions.0.attn.in_proj_weight - torch.Size([768, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.0.attentions.0.attn.in_proj_bias - torch.Size([768]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.0.attentions.0.attn.out_proj.weight - torch.Size([256, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.0.attentions.0.attn.out_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.0.attentions.1.attn.in_proj_weight - torch.Size([768, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.0.attentions.1.attn.in_proj_bias - torch.Size([768]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.0.attentions.1.attn.out_proj.weight - torch.Size([256, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.0.attentions.1.attn.out_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.0.ffns.0.layers.0.0.weight - torch.Size([2048, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.0.ffns.0.layers.0.0.bias - torch.Size([2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.0.ffns.0.layers.1.weight - torch.Size([256, 2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.0.ffns.0.layers.1.bias - torch.Size([256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.0.norms.0.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.0.norms.0.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.0.norms.1.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.0.norms.1.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.0.norms.2.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.0.norms.2.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.1.attentions.0.attn.in_proj_weight - torch.Size([768, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.1.attentions.0.attn.in_proj_bias - torch.Size([768]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.1.attentions.0.attn.out_proj.weight - torch.Size([256, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.1.attentions.0.attn.out_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.1.attentions.1.attn.in_proj_weight - torch.Size([768, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.1.attentions.1.attn.in_proj_bias - torch.Size([768]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.1.attentions.1.attn.out_proj.weight - torch.Size([256, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.1.attentions.1.attn.out_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.1.ffns.0.layers.0.0.weight - torch.Size([2048, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.1.ffns.0.layers.0.0.bias - torch.Size([2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.1.ffns.0.layers.1.weight - torch.Size([256, 2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.1.ffns.0.layers.1.bias - torch.Size([256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.1.norms.0.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.1.norms.0.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.1.norms.1.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.1.norms.1.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.1.norms.2.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.1.norms.2.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.2.attentions.0.attn.in_proj_weight - torch.Size([768, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.2.attentions.0.attn.in_proj_bias - torch.Size([768]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.2.attentions.0.attn.out_proj.weight - torch.Size([256, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.2.attentions.0.attn.out_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.2.attentions.1.attn.in_proj_weight - torch.Size([768, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.2.attentions.1.attn.in_proj_bias - torch.Size([768]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.2.attentions.1.attn.out_proj.weight - torch.Size([256, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.2.attentions.1.attn.out_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.2.ffns.0.layers.0.0.weight - torch.Size([2048, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.2.ffns.0.layers.0.0.bias - torch.Size([2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.2.ffns.0.layers.1.weight - torch.Size([256, 2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.2.ffns.0.layers.1.bias - torch.Size([256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.2.norms.0.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.2.norms.0.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.2.norms.1.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.2.norms.1.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.2.norms.2.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.2.norms.2.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.3.attentions.0.attn.in_proj_weight - torch.Size([768, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.3.attentions.0.attn.in_proj_bias - torch.Size([768]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.3.attentions.0.attn.out_proj.weight - torch.Size([256, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.3.attentions.0.attn.out_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.3.attentions.1.attn.in_proj_weight - torch.Size([768, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.3.attentions.1.attn.in_proj_bias - torch.Size([768]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.3.attentions.1.attn.out_proj.weight - torch.Size([256, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.3.attentions.1.attn.out_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.3.ffns.0.layers.0.0.weight - torch.Size([2048, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.3.ffns.0.layers.0.0.bias - torch.Size([2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.3.ffns.0.layers.1.weight - torch.Size([256, 2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.3.ffns.0.layers.1.bias - torch.Size([256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.3.norms.0.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.3.norms.0.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.3.norms.1.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.3.norms.1.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.3.norms.2.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.3.norms.2.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.4.attentions.0.attn.in_proj_weight - torch.Size([768, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.4.attentions.0.attn.in_proj_bias - torch.Size([768]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.4.attentions.0.attn.out_proj.weight - torch.Size([256, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.4.attentions.0.attn.out_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.4.attentions.1.attn.in_proj_weight - torch.Size([768, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.4.attentions.1.attn.in_proj_bias - torch.Size([768]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.4.attentions.1.attn.out_proj.weight - torch.Size([256, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.4.attentions.1.attn.out_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.4.ffns.0.layers.0.0.weight - torch.Size([2048, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.4.ffns.0.layers.0.0.bias - torch.Size([2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.4.ffns.0.layers.1.weight - torch.Size([256, 2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.4.ffns.0.layers.1.bias - torch.Size([256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.4.norms.0.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.4.norms.0.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.4.norms.1.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.4.norms.1.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.4.norms.2.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.4.norms.2.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.5.attentions.0.attn.in_proj_weight - torch.Size([768, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.5.attentions.0.attn.in_proj_bias - torch.Size([768]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.5.attentions.0.attn.out_proj.weight - torch.Size([256, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.5.attentions.0.attn.out_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.5.attentions.1.attn.in_proj_weight - torch.Size([768, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.5.attentions.1.attn.in_proj_bias - torch.Size([768]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.5.attentions.1.attn.out_proj.weight - torch.Size([256, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.5.attentions.1.attn.out_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.5.ffns.0.layers.0.0.weight - torch.Size([2048, 256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.5.ffns.0.layers.0.0.bias - torch.Size([2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.5.ffns.0.layers.1.weight - torch.Size([256, 2048]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.5.ffns.0.layers.1.bias - torch.Size([256]): -Initialized by user-defined `init_weights` in DETRHead - -bbox_head.transformer.decoder.layers.5.norms.0.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.5.norms.0.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.5.norms.1.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.5.norms.1.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.5.norms.2.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.layers.5.norms.2.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.post_norm.weight - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.transformer.decoder.post_norm.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.input_proj.weight - torch.Size([256, 2048, 1, 1]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.input_proj.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.fc_cls.weight - torch.Size([257, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.fc_cls.bias - torch.Size([257]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.reg_ffn.layers.0.0.weight - torch.Size([256, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.reg_ffn.layers.0.0.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.reg_ffn.layers.1.weight - torch.Size([256, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.reg_ffn.layers.1.bias - torch.Size([256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.fc_reg.weight - torch.Size([4, 256]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.fc_reg.bias - torch.Size([4]): -The value is the same before and after calling `init_weights` of DETR - -bbox_head.query_embedding.weight - torch.Size([100, 256]): -The value is the same before and after calling `init_weights` of DETR -2022-10-26 19:36:05,816 - mmdet - INFO - Training with 32 GPU(s) with 2 samples per GPU. The total batch size is 64. -2022-10-26 19:36:05,816 - mmdet - INFO - The batch size match the base batch size: 64, will not scaling the LR (0.0002). -2022-10-26 19:36:07,832 - mmdet - INFO - Start running, host: tiger@n136-147-154, work_dir: /home/tiger/code/mmdet/work_dirs/selfsup_detr_cluster-ids-as-pseudo-labels -2022-10-26 19:36:07,833 - mmdet - INFO - Hooks will be executed in the following order: -before_run: -(VERY_HIGH ) StepLrUpdaterHook -(NORMAL ) CheckpointHook -(NORMAL ) MMDetWandbHook -(LOW ) DistEvalHook -(VERY_LOW ) TextLoggerHook - -------------------- -before_train_epoch: -(VERY_HIGH ) StepLrUpdaterHook -(NORMAL ) NumClassCheckHook -(NORMAL ) MMDetWandbHook -(NORMAL ) DistSamplerSeedHook -(LOW ) IterTimerHook -(LOW ) DistEvalHook -(VERY_LOW ) TextLoggerHook - -------------------- -before_train_iter: -(VERY_HIGH ) StepLrUpdaterHook -(LOW ) IterTimerHook -(LOW ) DistEvalHook - -------------------- -after_train_iter: -(ABOVE_NORMAL) OptimizerHook -(NORMAL ) CheckpointHook -(NORMAL ) MMDetWandbHook -(LOW ) IterTimerHook -(LOW ) DistEvalHook -(VERY_LOW ) TextLoggerHook - -------------------- -after_train_epoch: -(NORMAL ) CheckpointHook -(NORMAL ) MMDetWandbHook -(LOW ) DistEvalHook -(VERY_LOW ) TextLoggerHook - -------------------- -before_val_epoch: -(NORMAL ) NumClassCheckHook -(NORMAL ) MMDetWandbHook -(NORMAL ) DistSamplerSeedHook -(LOW ) IterTimerHook -(VERY_LOW ) TextLoggerHook - -------------------- -before_val_iter: -(LOW ) IterTimerHook - -------------------- -after_val_iter: -(LOW ) IterTimerHook - -------------------- -after_val_epoch: -(NORMAL ) MMDetWandbHook -(VERY_LOW ) TextLoggerHook - -------------------- -after_run: -(NORMAL ) MMDetWandbHook -(VERY_LOW ) TextLoggerHook - -------------------- -2022-10-26 19:36:07,833 - mmdet - INFO - workflow: [('train', 1)], max: 50 epochs -2022-10-26 19:36:07,833 - mmdet - INFO - Checkpoints will be saved to /home/tiger/code/mmdet/work_dirs/selfsup_detr_cluster-ids-as-pseudo-labels by HardDiskBackend. -2022-10-26 19:36:25,504 - mmdet - INFO - Epoch [1][50/1849] lr: 2.000e-04, eta: 7:15:03, time: 0.283, data_time: 0.062, memory: 2811, loss_cls: 5.3170, loss_bbox: 2.8348, loss_iou: 2.4330, d0.loss_cls: 5.3202, d0.loss_bbox: 2.9221, d0.loss_iou: 2.5309, d1.loss_cls: 5.3212, d1.loss_bbox: 2.8502, d1.loss_iou: 2.4398, d2.loss_cls: 5.3055, d2.loss_bbox: 2.8661, d2.loss_iou: 2.4604, d3.loss_cls: 5.3159, d3.loss_bbox: 2.8473, d3.loss_iou: 2.4528, d4.loss_cls: 5.3164, d4.loss_bbox: 2.8533, d4.loss_iou: 2.4600, loss: 63.8468, grad_norm: 193.2390 -2022-10-26 19:36:33,732 - mmdet - INFO - Epoch [1][100/1849] lr: 2.000e-04, eta: 5:44:03, time: 0.165, data_time: 0.004, memory: 2811, loss_cls: 5.2304, loss_bbox: 1.5561, loss_iou: 1.6833, d0.loss_cls: 5.2661, d0.loss_bbox: 1.6450, d0.loss_iou: 1.7756, d1.loss_cls: 5.2456, d1.loss_bbox: 1.5411, d1.loss_iou: 1.6928, d2.loss_cls: 5.2237, d2.loss_bbox: 1.5496, d2.loss_iou: 1.6781, d3.loss_cls: 5.2283, d3.loss_bbox: 1.5485, d3.loss_iou: 1.6805, d4.loss_cls: 5.2262, d4.loss_bbox: 1.5581, d4.loss_iou: 1.6878, loss: 51.0168, grad_norm: 299.1654 -2022-10-26 19:36:42,108 - mmdet - INFO - Epoch [1][150/1849] lr: 2.000e-04, eta: 5:15:08, time: 0.168, data_time: 0.005, memory: 2836, loss_cls: 5.0116, loss_bbox: 1.4530, loss_iou: 1.6632, d0.loss_cls: 5.1534, d0.loss_bbox: 1.5268, d0.loss_iou: 1.6800, d1.loss_cls: 5.0715, d1.loss_bbox: 1.3939, d1.loss_iou: 1.6642, d2.loss_cls: 5.0310, d2.loss_bbox: 1.3834, d2.loss_iou: 1.6625, d3.loss_cls: 5.0287, d3.loss_bbox: 1.3938, d3.loss_iou: 1.6523, d4.loss_cls: 5.0218, d4.loss_bbox: 1.4134, d4.loss_iou: 1.6548, loss: 48.8592, grad_norm: 208.1604 -2022-10-26 19:36:49,166 - mmdet - INFO - Epoch [1][200/1849] lr: 2.000e-04, eta: 4:50:29, time: 0.141, data_time: 0.004, memory: 3053, loss_cls: 4.7955, loss_bbox: 1.2946, loss_iou: 1.6497, d0.loss_cls: 4.9869, d0.loss_bbox: 1.4248, d0.loss_iou: 1.6450, d1.loss_cls: 4.8760, d1.loss_bbox: 1.2987, d1.loss_iou: 1.6424, d2.loss_cls: 4.8254, d2.loss_bbox: 1.2904, d2.loss_iou: 1.6441, d3.loss_cls: 4.8181, d3.loss_bbox: 1.2913, d3.loss_iou: 1.6413, d4.loss_cls: 4.8063, d4.loss_bbox: 1.2881, d4.loss_iou: 1.6451, loss: 46.8637, grad_norm: 160.0011 -2022-10-26 19:36:56,592 - mmdet - INFO - Epoch [1][250/1849] lr: 2.000e-04, eta: 4:37:54, time: 0.149, data_time: 0.005, memory: 3053, loss_cls: 4.5719, loss_bbox: 1.2961, loss_iou: 1.6465, d0.loss_cls: 4.7851, d0.loss_bbox: 1.3661, d0.loss_iou: 1.6669, d1.loss_cls: 4.6662, d1.loss_bbox: 1.2888, d1.loss_iou: 1.6492, d2.loss_cls: 4.6069, d2.loss_bbox: 1.2773, d2.loss_iou: 1.6446, d3.loss_cls: 4.5925, d3.loss_bbox: 1.2804, d3.loss_iou: 1.6419, d4.loss_cls: 4.5763, d4.loss_bbox: 1.2831, d4.loss_iou: 1.6442, loss: 45.4840, grad_norm: 153.4662 -2022-10-26 19:37:08,366 - mmdet - INFO - Epoch [1][300/1849] lr: 2.000e-04, eta: 4:51:44, time: 0.235, data_time: 0.005, memory: 3053, loss_cls: 4.3494, loss_bbox: 1.2708, loss_iou: 1.6221, d0.loss_cls: 4.5580, d0.loss_bbox: 1.3097, d0.loss_iou: 1.6450, d1.loss_cls: 4.4427, d1.loss_bbox: 1.2645, d1.loss_iou: 1.6276, d2.loss_cls: 4.3865, d2.loss_bbox: 1.2595, d2.loss_iou: 1.6205, d3.loss_cls: 4.3725, d3.loss_bbox: 1.2578, d3.loss_iou: 1.6146, d4.loss_cls: 4.3595, d4.loss_bbox: 1.2673, d4.loss_iou: 1.6180, loss: 43.8459, grad_norm: 105.5698 -2022-10-26 19:37:15,318 - mmdet - INFO - Epoch [1][350/1849] lr: 2.000e-04, eta: 4:40:24, time: 0.139, data_time: 0.004, memory: 3384, loss_cls: 4.2248, loss_bbox: 1.2391, loss_iou: 1.5935, d0.loss_cls: 4.3914, d0.loss_bbox: 1.2770, d0.loss_iou: 1.6245, d1.loss_cls: 4.2969, d1.loss_bbox: 1.2445, d1.loss_iou: 1.6109, d2.loss_cls: 4.2535, d2.loss_bbox: 1.2380, d2.loss_iou: 1.6012, d3.loss_cls: 4.2420, d3.loss_bbox: 1.2404, d3.loss_iou: 1.5996, d4.loss_cls: 4.2320, d4.loss_bbox: 1.2395, d4.loss_iou: 1.5971, loss: 42.7458, grad_norm: 82.3119 -2022-10-26 19:37:22,209 - mmdet - INFO - Epoch [1][400/1849] lr: 2.000e-04, eta: 4:31:39, time: 0.138, data_time: 0.004, memory: 3557, loss_cls: 4.0735, loss_bbox: 1.2443, loss_iou: 1.6017, d0.loss_cls: 4.2229, d0.loss_bbox: 1.2696, d0.loss_iou: 1.6163, d1.loss_cls: 4.1360, d1.loss_bbox: 1.2376, d1.loss_iou: 1.5993, d2.loss_cls: 4.0967, d2.loss_bbox: 1.2320, d2.loss_iou: 1.5926, d3.loss_cls: 4.0862, d3.loss_bbox: 1.2322, d3.loss_iou: 1.5961, d4.loss_cls: 4.0792, d4.loss_bbox: 1.2331, d4.loss_iou: 1.5929, loss: 41.7423, grad_norm: 71.8102 -2022-10-26 19:37:31,152 - mmdet - INFO - Epoch [1][450/1849] lr: 2.000e-04, eta: 4:31:48, time: 0.179, data_time: 0.004, memory: 3557, loss_cls: 3.9857, loss_bbox: 1.2169, loss_iou: 1.5724, d0.loss_cls: 4.1271, d0.loss_bbox: 1.2594, d0.loss_iou: 1.6072, d1.loss_cls: 4.0489, d1.loss_bbox: 1.2149, d1.loss_iou: 1.5827, d2.loss_cls: 4.0118, d2.loss_bbox: 1.2090, d2.loss_iou: 1.5745, d3.loss_cls: 4.0025, d3.loss_bbox: 1.2109, d3.loss_iou: 1.5756, d4.loss_cls: 3.9931, d4.loss_bbox: 1.2091, d4.loss_iou: 1.5719, loss: 40.9735, grad_norm: 66.0354 -2022-10-26 19:37:38,286 - mmdet - INFO - Epoch [1][500/1849] lr: 2.000e-04, eta: 4:26:22, time: 0.143, data_time: 0.005, memory: 3557, loss_cls: 3.8590, loss_bbox: 1.2082, loss_iou: 1.5739, d0.loss_cls: 4.0041, d0.loss_bbox: 1.2478, d0.loss_iou: 1.6058, d1.loss_cls: 3.9278, d1.loss_bbox: 1.2074, d1.loss_iou: 1.5791, d2.loss_cls: 3.8890, d2.loss_bbox: 1.2027, d2.loss_iou: 1.5729, d3.loss_cls: 3.8736, d3.loss_bbox: 1.2025, d3.loss_iou: 1.5723, d4.loss_cls: 3.8662, d4.loss_bbox: 1.1966, d4.loss_iou: 1.5670, loss: 40.1558, grad_norm: 67.9902 -2022-10-26 19:37:45,279 - mmdet - INFO - Epoch [1][550/1849] lr: 2.000e-04, eta: 4:21:29, time: 0.140, data_time: 0.004, memory: 3557, loss_cls: 3.7887, loss_bbox: 1.1943, loss_iou: 1.5544, d0.loss_cls: 3.9298, d0.loss_bbox: 1.2352, d0.loss_iou: 1.5846, d1.loss_cls: 3.8589, d1.loss_bbox: 1.2050, d1.loss_iou: 1.5651, d2.loss_cls: 3.8204, d2.loss_bbox: 1.1898, d2.loss_iou: 1.5517, d3.loss_cls: 3.8051, d3.loss_bbox: 1.1885, d3.loss_iou: 1.5542, d4.loss_cls: 3.7958, d4.loss_bbox: 1.1907, d4.loss_iou: 1.5535, loss: 39.5657, grad_norm: 53.2390 -2022-10-26 19:37:52,253 - mmdet - INFO - Epoch [1][600/1849] lr: 2.000e-04, eta: 4:17:21, time: 0.139, data_time: 0.004, memory: 3557, loss_cls: 3.7277, loss_bbox: 1.1677, loss_iou: 1.5383, d0.loss_cls: 3.8705, d0.loss_bbox: 1.2344, d0.loss_iou: 1.5888, d1.loss_cls: 3.8002, d1.loss_bbox: 1.1945, d1.loss_iou: 1.5538, d2.loss_cls: 3.7617, d2.loss_bbox: 1.1726, d2.loss_iou: 1.5357, d3.loss_cls: 3.7433, d3.loss_bbox: 1.1673, d3.loss_iou: 1.5352, d4.loss_cls: 3.7333, d4.loss_bbox: 1.1595, d4.loss_iou: 1.5318, loss: 39.0162, grad_norm: 64.1916 -2022-10-26 19:37:58,881 - mmdet - INFO - Epoch [1][650/1849] lr: 2.000e-04, eta: 4:13:02, time: 0.133, data_time: 0.004, memory: 3557, loss_cls: 3.6738, loss_bbox: 1.1703, loss_iou: 1.5284, d0.loss_cls: 3.8248, d0.loss_bbox: 1.2262, d0.loss_iou: 1.5737, d1.loss_cls: 3.7551, d1.loss_bbox: 1.1900, d1.loss_iou: 1.5437, d2.loss_cls: 3.7151, d2.loss_bbox: 1.1736, d2.loss_iou: 1.5294, d3.loss_cls: 3.6918, d3.loss_bbox: 1.1691, d3.loss_iou: 1.5287, d4.loss_cls: 3.6798, d4.loss_bbox: 1.1613, d4.loss_iou: 1.5226, loss: 38.6573, grad_norm: 49.7739 -2022-10-26 19:38:05,993 - mmdet - INFO - Epoch [1][700/1849] lr: 2.000e-04, eta: 4:10:22, time: 0.142, data_time: 0.004, memory: 3557, loss_cls: 3.6013, loss_bbox: 1.1562, loss_iou: 1.5240, d0.loss_cls: 3.7698, d0.loss_bbox: 1.2131, d0.loss_iou: 1.5734, d1.loss_cls: 3.6879, d1.loss_bbox: 1.1784, d1.loss_iou: 1.5402, d2.loss_cls: 3.6469, d2.loss_bbox: 1.1536, d2.loss_iou: 1.5183, d3.loss_cls: 3.6221, d3.loss_bbox: 1.1488, d3.loss_iou: 1.5143, d4.loss_cls: 3.6104, d4.loss_bbox: 1.1510, d4.loss_iou: 1.5180, loss: 38.1278, grad_norm: 50.8398 -2022-10-26 19:38:13,123 - mmdet - INFO - Epoch [1][750/1849] lr: 2.000e-04, eta: 4:08:05, time: 0.143, data_time: 0.004, memory: 3865, loss_cls: 3.5407, loss_bbox: 1.1460, loss_iou: 1.5159, d0.loss_cls: 3.7354, d0.loss_bbox: 1.2049, d0.loss_iou: 1.5684, d1.loss_cls: 3.6505, d1.loss_bbox: 1.1751, d1.loss_iou: 1.5425, d2.loss_cls: 3.5960, d2.loss_bbox: 1.1502, d2.loss_iou: 1.5190, d3.loss_cls: 3.5584, d3.loss_bbox: 1.1441, d3.loss_iou: 1.5112, d4.loss_cls: 3.5443, d4.loss_bbox: 1.1455, d4.loss_iou: 1.5136, loss: 37.7617, grad_norm: 40.0824 -2022-10-26 19:38:20,178 - mmdet - INFO - Epoch [1][800/1849] lr: 2.000e-04, eta: 4:05:55, time: 0.141, data_time: 0.004, memory: 3865, loss_cls: 3.4395, loss_bbox: 1.1307, loss_iou: 1.4909, d0.loss_cls: 3.6798, d0.loss_bbox: 1.2008, d0.loss_iou: 1.5624, d1.loss_cls: 3.5702, d1.loss_bbox: 1.1591, d1.loss_iou: 1.5128, d2.loss_cls: 3.5012, d2.loss_bbox: 1.1318, d2.loss_iou: 1.4869, d3.loss_cls: 3.4570, d3.loss_bbox: 1.1238, d3.loss_iou: 1.4840, d4.loss_cls: 3.4417, d4.loss_bbox: 1.1253, d4.loss_iou: 1.4847, loss: 36.9828, grad_norm: 38.7772 -2022-10-26 19:38:27,054 - mmdet - INFO - Epoch [1][850/1849] lr: 2.000e-04, eta: 4:03:40, time: 0.137, data_time: 0.004, memory: 3865, loss_cls: 3.3774, loss_bbox: 1.1089, loss_iou: 1.4728, d0.loss_cls: 3.6418, d0.loss_bbox: 1.1907, d0.loss_iou: 1.5440, d1.loss_cls: 3.4991, d1.loss_bbox: 1.1212, d1.loss_iou: 1.4796, d2.loss_cls: 3.4294, d2.loss_bbox: 1.1052, d2.loss_iou: 1.4649, d3.loss_cls: 3.3913, d3.loss_bbox: 1.1033, d3.loss_iou: 1.4631, d4.loss_cls: 3.3789, d4.loss_bbox: 1.1020, d4.loss_iou: 1.4658, loss: 36.3392, grad_norm: 37.7813 -2022-10-26 19:38:34,137 - mmdet - INFO - Epoch [1][900/1849] lr: 2.000e-04, eta: 4:02:01, time: 0.142, data_time: 0.004, memory: 3865, loss_cls: 3.3080, loss_bbox: 1.0901, loss_iou: 1.4511, d0.loss_cls: 3.5826, d0.loss_bbox: 1.1689, d0.loss_iou: 1.5168, d1.loss_cls: 3.4145, d1.loss_bbox: 1.0972, d1.loss_iou: 1.4571, d2.loss_cls: 3.3498, d2.loss_bbox: 1.0807, d2.loss_iou: 1.4394, d3.loss_cls: 3.3117, d3.loss_bbox: 1.0769, d3.loss_iou: 1.4349, d4.loss_cls: 3.3066, d4.loss_bbox: 1.0790, d4.loss_iou: 1.4396, loss: 35.6049, grad_norm: 34.8170 -2022-10-26 19:38:41,097 - mmdet - INFO - Epoch [1][950/1849] lr: 2.000e-04, eta: 4:00:19, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 3.2453, loss_bbox: 1.0722, loss_iou: 1.4430, d0.loss_cls: 3.5250, d0.loss_bbox: 1.1555, d0.loss_iou: 1.5089, d1.loss_cls: 3.3467, d1.loss_bbox: 1.0843, d1.loss_iou: 1.4508, d2.loss_cls: 3.2835, d2.loss_bbox: 1.0673, d2.loss_iou: 1.4346, d3.loss_cls: 3.2482, d3.loss_bbox: 1.0657, d3.loss_iou: 1.4367, d4.loss_cls: 3.2433, d4.loss_bbox: 1.0661, d4.loss_iou: 1.4365, loss: 35.1138, grad_norm: 35.3386 -2022-10-26 19:38:48,277 - mmdet - INFO - Exp name: detr_pseudo_label.py -2022-10-26 19:38:48,278 - mmdet - INFO - Epoch [1][1000/1849] lr: 2.000e-04, eta: 3:59:08, time: 0.144, data_time: 0.004, memory: 4227, loss_cls: 3.1607, loss_bbox: 1.0597, loss_iou: 1.4324, d0.loss_cls: 3.4404, d0.loss_bbox: 1.1395, d0.loss_iou: 1.5002, d1.loss_cls: 3.2613, d1.loss_bbox: 1.0702, d1.loss_iou: 1.4380, d2.loss_cls: 3.1976, d2.loss_bbox: 1.0568, d2.loss_iou: 1.4281, d3.loss_cls: 3.1659, d3.loss_bbox: 1.0546, d3.loss_iou: 1.4243, d4.loss_cls: 3.1607, d4.loss_bbox: 1.0564, d4.loss_iou: 1.4276, loss: 34.4745, grad_norm: 38.1129 -2022-10-26 19:38:55,075 - mmdet - INFO - Epoch [1][1050/1849] lr: 2.000e-04, eta: 3:57:29, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 3.0917, loss_bbox: 1.0553, loss_iou: 1.4272, d0.loss_cls: 3.3541, d0.loss_bbox: 1.1224, d0.loss_iou: 1.4793, d1.loss_cls: 3.1853, d1.loss_bbox: 1.0668, d1.loss_iou: 1.4311, d2.loss_cls: 3.1268, d2.loss_bbox: 1.0535, d2.loss_iou: 1.4208, d3.loss_cls: 3.0953, d3.loss_bbox: 1.0512, d3.loss_iou: 1.4198, d4.loss_cls: 3.0893, d4.loss_bbox: 1.0513, d4.loss_iou: 1.4225, loss: 33.9439, grad_norm: 30.8640 -2022-10-26 19:39:04,621 - mmdet - INFO - Epoch [1][1100/1849] lr: 2.000e-04, eta: 3:59:46, time: 0.191, data_time: 0.004, memory: 4227, loss_cls: 3.0598, loss_bbox: 1.0529, loss_iou: 1.4252, d0.loss_cls: 3.3037, d0.loss_bbox: 1.1104, d0.loss_iou: 1.4706, d1.loss_cls: 3.1492, d1.loss_bbox: 1.0579, d1.loss_iou: 1.4291, d2.loss_cls: 3.0901, d2.loss_bbox: 1.0479, d2.loss_iou: 1.4187, d3.loss_cls: 3.0651, d3.loss_bbox: 1.0436, d3.loss_iou: 1.4156, d4.loss_cls: 3.0606, d4.loss_bbox: 1.0447, d4.loss_iou: 1.4168, loss: 33.6620, grad_norm: 31.3837 -2022-10-26 19:39:11,643 - mmdet - INFO - Epoch [1][1150/1849] lr: 2.000e-04, eta: 3:58:30, time: 0.140, data_time: 0.004, memory: 4227, loss_cls: 3.0138, loss_bbox: 1.0378, loss_iou: 1.4139, d0.loss_cls: 3.2438, d0.loss_bbox: 1.0898, d0.loss_iou: 1.4580, d1.loss_cls: 3.0940, d1.loss_bbox: 1.0479, d1.loss_iou: 1.4189, d2.loss_cls: 3.0390, d2.loss_bbox: 1.0349, d2.loss_iou: 1.4098, d3.loss_cls: 3.0164, d3.loss_bbox: 1.0322, d3.loss_iou: 1.4069, d4.loss_cls: 3.0111, d4.loss_bbox: 1.0311, d4.loss_iou: 1.4067, loss: 33.2060, grad_norm: 31.1669 -2022-10-26 19:39:18,549 - mmdet - INFO - Epoch [1][1200/1849] lr: 2.000e-04, eta: 3:57:12, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.9374, loss_bbox: 1.0391, loss_iou: 1.4110, d0.loss_cls: 3.1680, d0.loss_bbox: 1.0899, d0.loss_iou: 1.4528, d1.loss_cls: 3.0185, d1.loss_bbox: 1.0467, d1.loss_iou: 1.4147, d2.loss_cls: 2.9645, d2.loss_bbox: 1.0384, d2.loss_iou: 1.4066, d3.loss_cls: 2.9441, d3.loss_bbox: 1.0316, d3.loss_iou: 1.4024, d4.loss_cls: 2.9399, d4.loss_bbox: 1.0329, d4.loss_iou: 1.4054, loss: 32.7438, grad_norm: 34.6404 -2022-10-26 19:39:25,565 - mmdet - INFO - Epoch [1][1250/1849] lr: 2.000e-04, eta: 3:56:07, time: 0.140, data_time: 0.004, memory: 4227, loss_cls: 2.9025, loss_bbox: 1.0288, loss_iou: 1.4006, d0.loss_cls: 3.1210, d0.loss_bbox: 1.0768, d0.loss_iou: 1.4413, d1.loss_cls: 2.9779, d1.loss_bbox: 1.0359, d1.loss_iou: 1.4068, d2.loss_cls: 2.9270, d2.loss_bbox: 1.0272, d2.loss_iou: 1.3990, d3.loss_cls: 2.9076, d3.loss_bbox: 1.0242, d3.loss_iou: 1.3972, d4.loss_cls: 2.9010, d4.loss_bbox: 1.0226, d4.loss_iou: 1.3951, loss: 32.3925, grad_norm: 33.0820 -2022-10-26 19:39:32,502 - mmdet - INFO - Epoch [1][1300/1849] lr: 2.000e-04, eta: 3:55:01, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.8735, loss_bbox: 1.0332, loss_iou: 1.4041, d0.loss_cls: 3.0809, d0.loss_bbox: 1.0770, d0.loss_iou: 1.4364, d1.loss_cls: 2.9476, d1.loss_bbox: 1.0406, d1.loss_iou: 1.4068, d2.loss_cls: 2.9022, d2.loss_bbox: 1.0316, d2.loss_iou: 1.4009, d3.loss_cls: 2.8773, d3.loss_bbox: 1.0280, d3.loss_iou: 1.3985, d4.loss_cls: 2.8742, d4.loss_bbox: 1.0298, d4.loss_iou: 1.3999, loss: 32.2426, grad_norm: 30.0176 -2022-10-26 19:39:39,453 - mmdet - INFO - Epoch [1][1350/1849] lr: 2.000e-04, eta: 3:54:00, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.8180, loss_bbox: 1.0192, loss_iou: 1.3941, d0.loss_cls: 3.0223, d0.loss_bbox: 1.0651, d0.loss_iou: 1.4289, d1.loss_cls: 2.8907, d1.loss_bbox: 1.0289, d1.loss_iou: 1.4002, d2.loss_cls: 2.8477, d2.loss_bbox: 1.0228, d2.loss_iou: 1.3943, d3.loss_cls: 2.8258, d3.loss_bbox: 1.0174, d3.loss_iou: 1.3913, d4.loss_cls: 2.8172, d4.loss_bbox: 1.0164, d4.loss_iou: 1.3897, loss: 31.7902, grad_norm: 31.1492 -2022-10-26 19:39:46,443 - mmdet - INFO - Epoch [1][1400/1849] lr: 2.000e-04, eta: 3:53:06, time: 0.140, data_time: 0.004, memory: 4227, loss_cls: 2.8048, loss_bbox: 1.0108, loss_iou: 1.3903, d0.loss_cls: 3.0043, d0.loss_bbox: 1.0629, d0.loss_iou: 1.4243, d1.loss_cls: 2.8700, d1.loss_bbox: 1.0203, d1.loss_iou: 1.3946, d2.loss_cls: 2.8266, d2.loss_bbox: 1.0129, d2.loss_iou: 1.3878, d3.loss_cls: 2.8096, d3.loss_bbox: 1.0100, d3.loss_iou: 1.3870, d4.loss_cls: 2.8029, d4.loss_bbox: 1.0060, d4.loss_iou: 1.3846, loss: 31.6096, grad_norm: 38.2306 -2022-10-26 19:39:53,403 - mmdet - INFO - Epoch [1][1450/1849] lr: 2.000e-04, eta: 3:52:13, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.7875, loss_bbox: 1.0130, loss_iou: 1.3869, d0.loss_cls: 2.9774, d0.loss_bbox: 1.0588, d0.loss_iou: 1.4188, d1.loss_cls: 2.8542, d1.loss_bbox: 1.0240, d1.loss_iou: 1.3950, d2.loss_cls: 2.8116, d2.loss_bbox: 1.0136, d2.loss_iou: 1.3884, d3.loss_cls: 2.7933, d3.loss_bbox: 1.0089, d3.loss_iou: 1.3857, d4.loss_cls: 2.7867, d4.loss_bbox: 1.0089, d4.loss_iou: 1.3833, loss: 31.4959, grad_norm: 36.9481 -2022-10-26 19:40:00,099 - mmdet - INFO - Epoch [1][1500/1849] lr: 2.000e-04, eta: 3:51:07, time: 0.134, data_time: 0.004, memory: 4227, loss_cls: 2.7855, loss_bbox: 1.0070, loss_iou: 1.3870, d0.loss_cls: 2.9699, d0.loss_bbox: 1.0483, d0.loss_iou: 1.4160, d1.loss_cls: 2.8451, d1.loss_bbox: 1.0168, d1.loss_iou: 1.3944, d2.loss_cls: 2.8100, d2.loss_bbox: 1.0109, d2.loss_iou: 1.3891, d3.loss_cls: 2.7884, d3.loss_bbox: 1.0067, d3.loss_iou: 1.3857, d4.loss_cls: 2.7852, d4.loss_bbox: 1.0050, d4.loss_iou: 1.3840, loss: 31.4352, grad_norm: 33.0343 -2022-10-26 19:40:06,727 - mmdet - INFO - Epoch [1][1550/1849] lr: 2.000e-04, eta: 3:50:01, time: 0.133, data_time: 0.004, memory: 4227, loss_cls: 2.7442, loss_bbox: 1.0072, loss_iou: 1.3790, d0.loss_cls: 2.9249, d0.loss_bbox: 1.0464, d0.loss_iou: 1.4040, d1.loss_cls: 2.8052, d1.loss_bbox: 1.0164, d1.loss_iou: 1.3837, d2.loss_cls: 2.7702, d2.loss_bbox: 1.0095, d2.loss_iou: 1.3797, d3.loss_cls: 2.7492, d3.loss_bbox: 1.0034, d3.loss_iou: 1.3745, d4.loss_cls: 2.7459, d4.loss_bbox: 1.0042, d4.loss_iou: 1.3751, loss: 31.1227, grad_norm: 31.8963 -2022-10-26 19:40:13,426 - mmdet - INFO - Epoch [1][1600/1849] lr: 2.000e-04, eta: 3:49:03, time: 0.134, data_time: 0.004, memory: 4227, loss_cls: 2.7317, loss_bbox: 0.9976, loss_iou: 1.3730, d0.loss_cls: 2.9079, d0.loss_bbox: 1.0421, d0.loss_iou: 1.4037, d1.loss_cls: 2.7868, d1.loss_bbox: 1.0085, d1.loss_iou: 1.3816, d2.loss_cls: 2.7511, d2.loss_bbox: 1.0014, d2.loss_iou: 1.3769, d3.loss_cls: 2.7387, d3.loss_bbox: 0.9964, d3.loss_iou: 1.3713, d4.loss_cls: 2.7295, d4.loss_bbox: 0.9939, d4.loss_iou: 1.3705, loss: 30.9626, grad_norm: 33.9390 -2022-10-26 19:40:20,176 - mmdet - INFO - Epoch [1][1650/1849] lr: 2.000e-04, eta: 3:48:11, time: 0.135, data_time: 0.004, memory: 4227, loss_cls: 2.7398, loss_bbox: 1.0075, loss_iou: 1.3859, d0.loss_cls: 2.9101, d0.loss_bbox: 1.0529, d0.loss_iou: 1.4186, d1.loss_cls: 2.7930, d1.loss_bbox: 1.0180, d1.loss_iou: 1.3912, d2.loss_cls: 2.7617, d2.loss_bbox: 1.0104, d2.loss_iou: 1.3867, d3.loss_cls: 2.7418, d3.loss_bbox: 1.0047, d3.loss_iou: 1.3837, d4.loss_cls: 2.7380, d4.loss_bbox: 1.0040, d4.loss_iou: 1.3826, loss: 31.1309, grad_norm: 40.4836 -2022-10-26 19:40:26,825 - mmdet - INFO - Epoch [1][1700/1849] lr: 2.000e-04, eta: 3:47:16, time: 0.133, data_time: 0.004, memory: 4227, loss_cls: 2.7086, loss_bbox: 0.9997, loss_iou: 1.3745, d0.loss_cls: 2.8681, d0.loss_bbox: 1.0387, d0.loss_iou: 1.3987, d1.loss_cls: 2.7610, d1.loss_bbox: 1.0099, d1.loss_iou: 1.3801, d2.loss_cls: 2.7242, d2.loss_bbox: 1.0012, d2.loss_iou: 1.3765, d3.loss_cls: 2.7109, d3.loss_bbox: 0.9974, d3.loss_iou: 1.3730, d4.loss_cls: 2.7064, d4.loss_bbox: 0.9951, d4.loss_iou: 1.3707, loss: 30.7945, grad_norm: 32.7862 -2022-10-26 19:40:33,748 - mmdet - INFO - Epoch [1][1750/1849] lr: 2.000e-04, eta: 3:46:37, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.6910, loss_bbox: 0.9992, loss_iou: 1.3809, d0.loss_cls: 2.8718, d0.loss_bbox: 1.0455, d0.loss_iou: 1.4144, d1.loss_cls: 2.7485, d1.loss_bbox: 1.0116, d1.loss_iou: 1.3892, d2.loss_cls: 2.7140, d2.loss_bbox: 1.0042, d2.loss_iou: 1.3862, d3.loss_cls: 2.7007, d3.loss_bbox: 1.0007, d3.loss_iou: 1.3820, d4.loss_cls: 2.6926, d4.loss_bbox: 0.9980, d4.loss_iou: 1.3793, loss: 30.8098, grad_norm: 37.5343 -2022-10-26 19:40:40,455 - mmdet - INFO - Epoch [1][1800/1849] lr: 2.000e-04, eta: 3:45:50, time: 0.134, data_time: 0.004, memory: 4227, loss_cls: 2.6913, loss_bbox: 1.0004, loss_iou: 1.3761, d0.loss_cls: 2.8586, d0.loss_bbox: 1.0397, d0.loss_iou: 1.4039, d1.loss_cls: 2.7528, d1.loss_bbox: 1.0127, d1.loss_iou: 1.3842, d2.loss_cls: 2.7162, d2.loss_bbox: 1.0034, d2.loss_iou: 1.3793, d3.loss_cls: 2.7007, d3.loss_bbox: 1.0004, d3.loss_iou: 1.3771, d4.loss_cls: 2.6946, d4.loss_bbox: 0.9996, d4.loss_iou: 1.3752, loss: 30.7663, grad_norm: 33.4094 -2022-10-26 19:40:47,335 - mmdet - INFO - Saving checkpoint at 1 epochs -2022-10-26 19:40:58,025 - mmdet - INFO - Epoch [2][50/1849] lr: 2.000e-04, eta: 3:41:50, time: 0.201, data_time: 0.063, memory: 4227, loss_cls: 2.6369, loss_bbox: 0.9831, loss_iou: 1.3603, d0.loss_cls: 2.7857, d0.loss_bbox: 1.0168, d0.loss_iou: 1.3830, d1.loss_cls: 2.6900, d1.loss_bbox: 0.9940, d1.loss_iou: 1.3681, d2.loss_cls: 2.6615, d2.loss_bbox: 0.9856, d2.loss_iou: 1.3637, d3.loss_cls: 2.6448, d3.loss_bbox: 0.9819, d3.loss_iou: 1.3583, d4.loss_cls: 2.6351, d4.loss_bbox: 0.9803, d4.loss_iou: 1.3574, loss: 30.1866, grad_norm: 25.9760 -2022-10-26 19:41:05,074 - mmdet - INFO - Epoch [2][100/1849] lr: 2.000e-04, eta: 3:41:29, time: 0.141, data_time: 0.005, memory: 4227, loss_cls: 2.6489, loss_bbox: 0.9858, loss_iou: 1.3698, d0.loss_cls: 2.8045, d0.loss_bbox: 1.0227, d0.loss_iou: 1.3949, d1.loss_cls: 2.7055, d1.loss_bbox: 0.9951, d1.loss_iou: 1.3769, d2.loss_cls: 2.6688, d2.loss_bbox: 0.9894, d2.loss_iou: 1.3739, d3.loss_cls: 2.6570, d3.loss_bbox: 0.9862, d3.loss_iou: 1.3698, d4.loss_cls: 2.6508, d4.loss_bbox: 0.9842, d4.loss_iou: 1.3681, loss: 30.3523, grad_norm: 30.1806 -2022-10-26 19:41:12,209 - mmdet - INFO - Epoch [2][150/1849] lr: 2.000e-04, eta: 3:41:12, time: 0.143, data_time: 0.005, memory: 4227, loss_cls: 2.6155, loss_bbox: 0.9782, loss_iou: 1.3547, d0.loss_cls: 2.7756, d0.loss_bbox: 1.0148, d0.loss_iou: 1.3824, d1.loss_cls: 2.6751, d1.loss_bbox: 0.9932, d1.loss_iou: 1.3684, d2.loss_cls: 2.6445, d2.loss_bbox: 0.9863, d2.loss_iou: 1.3620, d3.loss_cls: 2.6287, d3.loss_bbox: 0.9807, d3.loss_iou: 1.3554, d4.loss_cls: 2.6195, d4.loss_bbox: 0.9783, d4.loss_iou: 1.3545, loss: 30.0679, grad_norm: 31.2284 -2022-10-26 19:41:19,285 - mmdet - INFO - Epoch [2][200/1849] lr: 2.000e-04, eta: 3:40:53, time: 0.142, data_time: 0.005, memory: 4227, loss_cls: 2.6260, loss_bbox: 0.9811, loss_iou: 1.3567, d0.loss_cls: 2.7793, d0.loss_bbox: 1.0192, d0.loss_iou: 1.3856, d1.loss_cls: 2.6867, d1.loss_bbox: 0.9959, d1.loss_iou: 1.3696, d2.loss_cls: 2.6523, d2.loss_bbox: 0.9863, d2.loss_iou: 1.3619, d3.loss_cls: 2.6350, d3.loss_bbox: 0.9829, d3.loss_iou: 1.3591, d4.loss_cls: 2.6293, d4.loss_bbox: 0.9810, d4.loss_iou: 1.3573, loss: 30.1452, grad_norm: 32.4282 -2022-10-26 19:41:26,103 - mmdet - INFO - Epoch [2][250/1849] lr: 2.000e-04, eta: 3:40:24, time: 0.136, data_time: 0.005, memory: 4227, loss_cls: 2.5837, loss_bbox: 0.9618, loss_iou: 1.3474, d0.loss_cls: 2.7272, d0.loss_bbox: 0.9970, d0.loss_iou: 1.3754, d1.loss_cls: 2.6448, d1.loss_bbox: 0.9757, d1.loss_iou: 1.3597, d2.loss_cls: 2.6081, d2.loss_bbox: 0.9667, d2.loss_iou: 1.3528, d3.loss_cls: 2.5949, d3.loss_bbox: 0.9620, d3.loss_iou: 1.3488, d4.loss_cls: 2.5857, d4.loss_bbox: 0.9600, d4.loss_iou: 1.3474, loss: 29.6991, grad_norm: 30.4384 -2022-10-26 19:41:33,104 - mmdet - INFO - Epoch [2][300/1849] lr: 2.000e-04, eta: 3:40:03, time: 0.140, data_time: 0.005, memory: 4227, loss_cls: 2.6010, loss_bbox: 0.9765, loss_iou: 1.3595, d0.loss_cls: 2.7435, d0.loss_bbox: 1.0146, d0.loss_iou: 1.3884, d1.loss_cls: 2.6547, d1.loss_bbox: 0.9889, d1.loss_iou: 1.3715, d2.loss_cls: 2.6231, d2.loss_bbox: 0.9809, d2.loss_iou: 1.3628, d3.loss_cls: 2.6089, d3.loss_bbox: 0.9761, d3.loss_iou: 1.3589, d4.loss_cls: 2.6030, d4.loss_bbox: 0.9737, d4.loss_iou: 1.3566, loss: 29.9426, grad_norm: 30.0359 -2022-10-26 19:41:39,994 - mmdet - INFO - Epoch [2][350/1849] lr: 2.000e-04, eta: 3:39:39, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.5870, loss_bbox: 0.9716, loss_iou: 1.3475, d0.loss_cls: 2.7324, d0.loss_bbox: 1.0035, d0.loss_iou: 1.3720, d1.loss_cls: 2.6430, d1.loss_bbox: 0.9844, d1.loss_iou: 1.3593, d2.loss_cls: 2.6108, d2.loss_bbox: 0.9771, d2.loss_iou: 1.3544, d3.loss_cls: 2.5956, d3.loss_bbox: 0.9722, d3.loss_iou: 1.3497, d4.loss_cls: 2.5906, d4.loss_bbox: 0.9721, d4.loss_iou: 1.3483, loss: 29.7717, grad_norm: 25.8411 -2022-10-26 19:41:46,857 - mmdet - INFO - Epoch [2][400/1849] lr: 2.000e-04, eta: 3:39:14, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.6012, loss_bbox: 0.9726, loss_iou: 1.3505, d0.loss_cls: 2.7369, d0.loss_bbox: 1.0054, d0.loss_iou: 1.3775, d1.loss_cls: 2.6510, d1.loss_bbox: 0.9844, d1.loss_iou: 1.3625, d2.loss_cls: 2.6190, d2.loss_bbox: 0.9764, d2.loss_iou: 1.3562, d3.loss_cls: 2.6119, d3.loss_bbox: 0.9735, d3.loss_iou: 1.3528, d4.loss_cls: 2.6035, d4.loss_bbox: 0.9701, d4.loss_iou: 1.3490, loss: 29.8544, grad_norm: 28.3971 -2022-10-26 19:41:53,775 - mmdet - INFO - Epoch [2][450/1849] lr: 2.000e-04, eta: 3:38:52, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.5759, loss_bbox: 0.9662, loss_iou: 1.3504, d0.loss_cls: 2.7097, d0.loss_bbox: 0.9948, d0.loss_iou: 1.3725, d1.loss_cls: 2.6284, d1.loss_bbox: 0.9773, d1.loss_iou: 1.3621, d2.loss_cls: 2.5985, d2.loss_bbox: 0.9688, d2.loss_iou: 1.3544, d3.loss_cls: 2.5833, d3.loss_bbox: 0.9640, d3.loss_iou: 1.3498, d4.loss_cls: 2.5795, d4.loss_bbox: 0.9636, d4.loss_iou: 1.3499, loss: 29.6490, grad_norm: 24.9234 -2022-10-26 19:42:00,642 - mmdet - INFO - Epoch [2][500/1849] lr: 2.000e-04, eta: 3:38:28, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.5579, loss_bbox: 0.9583, loss_iou: 1.3442, d0.loss_cls: 2.6935, d0.loss_bbox: 0.9880, d0.loss_iou: 1.3671, d1.loss_cls: 2.6152, d1.loss_bbox: 0.9714, d1.loss_iou: 1.3577, d2.loss_cls: 2.5861, d2.loss_bbox: 0.9636, d2.loss_iou: 1.3504, d3.loss_cls: 2.5703, d3.loss_bbox: 0.9605, d3.loss_iou: 1.3458, d4.loss_cls: 2.5654, d4.loss_bbox: 0.9575, d4.loss_iou: 1.3428, loss: 29.4956, grad_norm: 26.5272 -2022-10-26 19:42:07,607 - mmdet - INFO - Epoch [2][550/1849] lr: 2.000e-04, eta: 3:38:10, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.5345, loss_bbox: 0.9525, loss_iou: 1.3358, d0.loss_cls: 2.6600, d0.loss_bbox: 0.9817, d0.loss_iou: 1.3565, d1.loss_cls: 2.5842, d1.loss_bbox: 0.9654, d1.loss_iou: 1.3459, d2.loss_cls: 2.5524, d2.loss_bbox: 0.9577, d2.loss_iou: 1.3415, d3.loss_cls: 2.5432, d3.loss_bbox: 0.9558, d3.loss_iou: 1.3359, d4.loss_cls: 2.5414, d4.loss_bbox: 0.9530, d4.loss_iou: 1.3357, loss: 29.2332, grad_norm: 23.8598 -2022-10-26 19:42:14,529 - mmdet - INFO - Epoch [2][600/1849] lr: 2.000e-04, eta: 3:37:50, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.5397, loss_bbox: 0.9527, loss_iou: 1.3390, d0.loss_cls: 2.6600, d0.loss_bbox: 0.9797, d0.loss_iou: 1.3609, d1.loss_cls: 2.5839, d1.loss_bbox: 0.9631, d1.loss_iou: 1.3513, d2.loss_cls: 2.5539, d2.loss_bbox: 0.9564, d2.loss_iou: 1.3432, d3.loss_cls: 2.5436, d3.loss_bbox: 0.9520, d3.loss_iou: 1.3402, d4.loss_cls: 2.5405, d4.loss_bbox: 0.9517, d4.loss_iou: 1.3384, loss: 29.2503, grad_norm: 21.6279 -2022-10-26 19:42:21,368 - mmdet - INFO - Epoch [2][650/1849] lr: 2.000e-04, eta: 3:37:27, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.5500, loss_bbox: 0.9579, loss_iou: 1.3370, d0.loss_cls: 2.6700, d0.loss_bbox: 0.9840, d0.loss_iou: 1.3588, d1.loss_cls: 2.5937, d1.loss_bbox: 0.9705, d1.loss_iou: 1.3485, d2.loss_cls: 2.5654, d2.loss_bbox: 0.9600, d2.loss_iou: 1.3437, d3.loss_cls: 2.5561, d3.loss_bbox: 0.9573, d3.loss_iou: 1.3377, d4.loss_cls: 2.5516, d4.loss_bbox: 0.9564, d4.loss_iou: 1.3370, loss: 29.3356, grad_norm: 26.2265 -2022-10-26 19:42:28,250 - mmdet - INFO - Epoch [2][700/1849] lr: 2.000e-04, eta: 3:37:07, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.5187, loss_bbox: 0.9522, loss_iou: 1.3352, d0.loss_cls: 2.6504, d0.loss_bbox: 0.9813, d0.loss_iou: 1.3609, d1.loss_cls: 2.5678, d1.loss_bbox: 0.9626, d1.loss_iou: 1.3479, d2.loss_cls: 2.5380, d2.loss_bbox: 0.9542, d2.loss_iou: 1.3399, d3.loss_cls: 2.5274, d3.loss_bbox: 0.9519, d3.loss_iou: 1.3361, d4.loss_cls: 2.5201, d4.loss_bbox: 0.9511, d4.loss_iou: 1.3347, loss: 29.1306, grad_norm: 20.3095 -2022-10-26 19:42:35,251 - mmdet - INFO - Epoch [2][750/1849] lr: 2.000e-04, eta: 3:36:51, time: 0.140, data_time: 0.005, memory: 4227, loss_cls: 2.5110, loss_bbox: 0.9487, loss_iou: 1.3338, d0.loss_cls: 2.6442, d0.loss_bbox: 0.9803, d0.loss_iou: 1.3586, d1.loss_cls: 2.5670, d1.loss_bbox: 0.9636, d1.loss_iou: 1.3475, d2.loss_cls: 2.5330, d2.loss_bbox: 0.9528, d2.loss_iou: 1.3382, d3.loss_cls: 2.5219, d3.loss_bbox: 0.9483, d3.loss_iou: 1.3338, d4.loss_cls: 2.5137, d4.loss_bbox: 0.9472, d4.loss_iou: 1.3334, loss: 29.0771, grad_norm: 26.4407 -2022-10-26 19:42:42,070 - mmdet - INFO - Epoch [2][800/1849] lr: 2.000e-04, eta: 3:36:30, time: 0.136, data_time: 0.005, memory: 4227, loss_cls: 2.5137, loss_bbox: 0.9458, loss_iou: 1.3302, d0.loss_cls: 2.6360, d0.loss_bbox: 0.9732, d0.loss_iou: 1.3528, d1.loss_cls: 2.5661, d1.loss_bbox: 0.9572, d1.loss_iou: 1.3427, d2.loss_cls: 2.5361, d2.loss_bbox: 0.9499, d2.loss_iou: 1.3375, d3.loss_cls: 2.5248, d3.loss_bbox: 0.9471, d3.loss_iou: 1.3330, d4.loss_cls: 2.5134, d4.loss_bbox: 0.9449, d4.loss_iou: 1.3305, loss: 29.0348, grad_norm: 19.7328 -2022-10-26 19:42:49,001 - mmdet - INFO - Epoch [2][850/1849] lr: 2.000e-04, eta: 3:36:12, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.4945, loss_bbox: 0.9429, loss_iou: 1.3257, d0.loss_cls: 2.6318, d0.loss_bbox: 0.9768, d0.loss_iou: 1.3533, d1.loss_cls: 2.5485, d1.loss_bbox: 0.9593, d1.loss_iou: 1.3388, d2.loss_cls: 2.5145, d2.loss_bbox: 0.9498, d2.loss_iou: 1.3293, d3.loss_cls: 2.5019, d3.loss_bbox: 0.9451, d3.loss_iou: 1.3267, d4.loss_cls: 2.4952, d4.loss_bbox: 0.9422, d4.loss_iou: 1.3247, loss: 28.9011, grad_norm: 24.5984 -2022-10-26 19:42:55,564 - mmdet - INFO - Epoch [2][900/1849] lr: 2.000e-04, eta: 3:35:43, time: 0.131, data_time: 0.005, memory: 4227, loss_cls: 2.5007, loss_bbox: 0.9389, loss_iou: 1.3215, d0.loss_cls: 2.6291, d0.loss_bbox: 0.9689, d0.loss_iou: 1.3446, d1.loss_cls: 2.5574, d1.loss_bbox: 0.9542, d1.loss_iou: 1.3358, d2.loss_cls: 2.5245, d2.loss_bbox: 0.9467, d2.loss_iou: 1.3291, d3.loss_cls: 2.5142, d3.loss_bbox: 0.9430, d3.loss_iou: 1.3256, d4.loss_cls: 2.5084, d4.loss_bbox: 0.9407, d4.loss_iou: 1.3232, loss: 28.9063, grad_norm: 20.9984 -2022-10-26 19:43:02,457 - mmdet - INFO - Epoch [2][950/1849] lr: 2.000e-04, eta: 3:35:26, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.4671, loss_bbox: 0.9308, loss_iou: 1.3157, d0.loss_cls: 2.5829, d0.loss_bbox: 0.9611, d0.loss_iou: 1.3393, d1.loss_cls: 2.5206, d1.loss_bbox: 0.9465, d1.loss_iou: 1.3291, d2.loss_cls: 2.4869, d2.loss_bbox: 0.9364, d2.loss_iou: 1.3213, d3.loss_cls: 2.4734, d3.loss_bbox: 0.9319, d3.loss_iou: 1.3169, d4.loss_cls: 2.4649, d4.loss_bbox: 0.9313, d4.loss_iou: 1.3164, loss: 28.5723, grad_norm: 18.7122 -2022-10-26 19:43:09,391 - mmdet - INFO - Epoch [2][1000/1849] lr: 2.000e-04, eta: 3:35:10, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.4659, loss_bbox: 0.9371, loss_iou: 1.3189, d0.loss_cls: 2.5883, d0.loss_bbox: 0.9650, d0.loss_iou: 1.3415, d1.loss_cls: 2.5225, d1.loss_bbox: 0.9505, d1.loss_iou: 1.3333, d2.loss_cls: 2.4929, d2.loss_bbox: 0.9425, d2.loss_iou: 1.3232, d3.loss_cls: 2.4785, d3.loss_bbox: 0.9381, d3.loss_iou: 1.3193, d4.loss_cls: 2.4705, d4.loss_bbox: 0.9362, d4.loss_iou: 1.3192, loss: 28.6434, grad_norm: 20.5664 -2022-10-26 19:43:16,321 - mmdet - INFO - Epoch [2][1050/1849] lr: 2.000e-04, eta: 3:34:54, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.4654, loss_bbox: 0.9281, loss_iou: 1.3167, d0.loss_cls: 2.5909, d0.loss_bbox: 0.9600, d0.loss_iou: 1.3472, d1.loss_cls: 2.5185, d1.loss_bbox: 0.9439, d1.loss_iou: 1.3322, d2.loss_cls: 2.4862, d2.loss_bbox: 0.9350, d2.loss_iou: 1.3241, d3.loss_cls: 2.4738, d3.loss_bbox: 0.9288, d3.loss_iou: 1.3196, d4.loss_cls: 2.4666, d4.loss_bbox: 0.9276, d4.loss_iou: 1.3168, loss: 28.5814, grad_norm: 25.1238 -2022-10-26 19:43:23,092 - mmdet - INFO - Epoch [2][1100/1849] lr: 2.000e-04, eta: 3:34:34, time: 0.135, data_time: 0.005, memory: 4227, loss_cls: 2.4630, loss_bbox: 0.9307, loss_iou: 1.3087, d0.loss_cls: 2.5824, d0.loss_bbox: 0.9608, d0.loss_iou: 1.3321, d1.loss_cls: 2.5235, d1.loss_bbox: 0.9486, d1.loss_iou: 1.3233, d2.loss_cls: 2.4899, d2.loss_bbox: 0.9382, d2.loss_iou: 1.3154, d3.loss_cls: 2.4743, d3.loss_bbox: 0.9346, d3.loss_iou: 1.3106, d4.loss_cls: 2.4677, d4.loss_bbox: 0.9318, d4.loss_iou: 1.3092, loss: 28.5450, grad_norm: 19.2415 -2022-10-26 19:43:30,262 - mmdet - INFO - Epoch [2][1150/1849] lr: 2.000e-04, eta: 3:34:26, time: 0.143, data_time: 0.005, memory: 4227, loss_cls: 2.4415, loss_bbox: 0.9280, loss_iou: 1.3098, d0.loss_cls: 2.5502, d0.loss_bbox: 0.9559, d0.loss_iou: 1.3323, d1.loss_cls: 2.4925, d1.loss_bbox: 0.9441, d1.loss_iou: 1.3239, d2.loss_cls: 2.4610, d2.loss_bbox: 0.9326, d2.loss_iou: 1.3151, d3.loss_cls: 2.4487, d3.loss_bbox: 0.9287, d3.loss_iou: 1.3103, d4.loss_cls: 2.4432, d4.loss_bbox: 0.9281, d4.loss_iou: 1.3085, loss: 28.3543, grad_norm: 18.9369 -2022-10-26 19:43:37,071 - mmdet - INFO - Epoch [2][1200/1849] lr: 2.000e-04, eta: 3:34:08, time: 0.136, data_time: 0.005, memory: 4227, loss_cls: 2.4505, loss_bbox: 0.9335, loss_iou: 1.3146, d0.loss_cls: 2.5615, d0.loss_bbox: 0.9586, d0.loss_iou: 1.3375, d1.loss_cls: 2.5010, d1.loss_bbox: 0.9468, d1.loss_iou: 1.3278, d2.loss_cls: 2.4705, d2.loss_bbox: 0.9372, d2.loss_iou: 1.3196, d3.loss_cls: 2.4582, d3.loss_bbox: 0.9337, d3.loss_iou: 1.3168, d4.loss_cls: 2.4510, d4.loss_bbox: 0.9317, d4.loss_iou: 1.3151, loss: 28.4655, grad_norm: 22.1188 -2022-10-26 19:43:44,048 - mmdet - INFO - Epoch [2][1250/1849] lr: 2.000e-04, eta: 3:33:55, time: 0.140, data_time: 0.004, memory: 4227, loss_cls: 2.4169, loss_bbox: 0.9285, loss_iou: 1.3133, d0.loss_cls: 2.5424, d0.loss_bbox: 0.9567, d0.loss_iou: 1.3368, d1.loss_cls: 2.4783, d1.loss_bbox: 0.9434, d1.loss_iou: 1.3269, d2.loss_cls: 2.4379, d2.loss_bbox: 0.9335, d2.loss_iou: 1.3183, d3.loss_cls: 2.4283, d3.loss_bbox: 0.9286, d3.loss_iou: 1.3140, d4.loss_cls: 2.4218, d4.loss_bbox: 0.9270, d4.loss_iou: 1.3130, loss: 28.2657, grad_norm: 18.6141 -2022-10-26 19:43:50,993 - mmdet - INFO - Epoch [2][1300/1849] lr: 2.000e-04, eta: 3:33:41, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.4217, loss_bbox: 0.9230, loss_iou: 1.3077, d0.loss_cls: 2.5298, d0.loss_bbox: 0.9496, d0.loss_iou: 1.3311, d1.loss_cls: 2.4745, d1.loss_bbox: 0.9383, d1.loss_iou: 1.3222, d2.loss_cls: 2.4410, d2.loss_bbox: 0.9276, d2.loss_iou: 1.3137, d3.loss_cls: 2.4330, d3.loss_bbox: 0.9233, d3.loss_iou: 1.3086, d4.loss_cls: 2.4238, d4.loss_bbox: 0.9233, d4.loss_iou: 1.3065, loss: 28.1985, grad_norm: 18.8287 -2022-10-26 19:43:57,699 - mmdet - INFO - Epoch [2][1350/1849] lr: 2.000e-04, eta: 3:33:20, time: 0.134, data_time: 0.004, memory: 4227, loss_cls: 2.4176, loss_bbox: 0.9161, loss_iou: 1.3040, d0.loss_cls: 2.5336, d0.loss_bbox: 0.9424, d0.loss_iou: 1.3287, d1.loss_cls: 2.4765, d1.loss_bbox: 0.9319, d1.loss_iou: 1.3191, d2.loss_cls: 2.4422, d2.loss_bbox: 0.9219, d2.loss_iou: 1.3101, d3.loss_cls: 2.4321, d3.loss_bbox: 0.9175, d3.loss_iou: 1.3064, d4.loss_cls: 2.4217, d4.loss_bbox: 0.9152, d4.loss_iou: 1.3048, loss: 28.1419, grad_norm: 19.8754 -2022-10-26 19:44:04,493 - mmdet - INFO - Epoch [2][1400/1849] lr: 2.000e-04, eta: 3:33:03, time: 0.136, data_time: 0.005, memory: 4227, loss_cls: 2.4359, loss_bbox: 0.9200, loss_iou: 1.3051, d0.loss_cls: 2.5493, d0.loss_bbox: 0.9485, d0.loss_iou: 1.3301, d1.loss_cls: 2.4906, d1.loss_bbox: 0.9377, d1.loss_iou: 1.3217, d2.loss_cls: 2.4598, d2.loss_bbox: 0.9260, d2.loss_iou: 1.3119, d3.loss_cls: 2.4478, d3.loss_bbox: 0.9215, d3.loss_iou: 1.3075, d4.loss_cls: 2.4378, d4.loss_bbox: 0.9210, d4.loss_iou: 1.3062, loss: 28.2782, grad_norm: 18.6992 -2022-10-26 19:44:11,229 - mmdet - INFO - Epoch [2][1450/1849] lr: 2.000e-04, eta: 3:32:44, time: 0.135, data_time: 0.005, memory: 4227, loss_cls: 2.4124, loss_bbox: 0.9181, loss_iou: 1.3076, d0.loss_cls: 2.5213, d0.loss_bbox: 0.9448, d0.loss_iou: 1.3320, d1.loss_cls: 2.4631, d1.loss_bbox: 0.9361, d1.loss_iou: 1.3231, d2.loss_cls: 2.4357, d2.loss_bbox: 0.9257, d2.loss_iou: 1.3157, d3.loss_cls: 2.4244, d3.loss_bbox: 0.9212, d3.loss_iou: 1.3107, d4.loss_cls: 2.4149, d4.loss_bbox: 0.9194, d4.loss_iou: 1.3088, loss: 28.1351, grad_norm: 20.9774 -2022-10-26 19:44:17,997 - mmdet - INFO - Epoch [2][1500/1849] lr: 2.000e-04, eta: 3:32:26, time: 0.135, data_time: 0.005, memory: 4227, loss_cls: 2.4202, loss_bbox: 0.9177, loss_iou: 1.3040, d0.loss_cls: 2.5220, d0.loss_bbox: 0.9445, d0.loss_iou: 1.3270, d1.loss_cls: 2.4729, d1.loss_bbox: 0.9353, d1.loss_iou: 1.3170, d2.loss_cls: 2.4415, d2.loss_bbox: 0.9235, d2.loss_iou: 1.3107, d3.loss_cls: 2.4281, d3.loss_bbox: 0.9198, d3.loss_iou: 1.3066, d4.loss_cls: 2.4221, d4.loss_bbox: 0.9182, d4.loss_iou: 1.3048, loss: 28.1358, grad_norm: 19.6523 -2022-10-26 19:44:24,721 - mmdet - INFO - Epoch [2][1550/1849] lr: 2.000e-04, eta: 3:32:08, time: 0.135, data_time: 0.005, memory: 4227, loss_cls: 2.4001, loss_bbox: 0.9162, loss_iou: 1.3009, d0.loss_cls: 2.5037, d0.loss_bbox: 0.9421, d0.loss_iou: 1.3238, d1.loss_cls: 2.4531, d1.loss_bbox: 0.9338, d1.loss_iou: 1.3152, d2.loss_cls: 2.4219, d2.loss_bbox: 0.9231, d2.loss_iou: 1.3062, d3.loss_cls: 2.4113, d3.loss_bbox: 0.9195, d3.loss_iou: 1.3035, d4.loss_cls: 2.4014, d4.loss_bbox: 0.9171, d4.loss_iou: 1.3013, loss: 27.9940, grad_norm: 19.5321 -2022-10-26 19:44:31,517 - mmdet - INFO - Epoch [2][1600/1849] lr: 2.000e-04, eta: 3:31:52, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 2.3971, loss_bbox: 0.9114, loss_iou: 1.3000, d0.loss_cls: 2.5082, d0.loss_bbox: 0.9388, d0.loss_iou: 1.3256, d1.loss_cls: 2.4580, d1.loss_bbox: 0.9295, d1.loss_iou: 1.3155, d2.loss_cls: 2.4244, d2.loss_bbox: 0.9186, d2.loss_iou: 1.3067, d3.loss_cls: 2.4128, d3.loss_bbox: 0.9136, d3.loss_iou: 1.3013, d4.loss_cls: 2.4027, d4.loss_bbox: 0.9124, d4.loss_iou: 1.3007, loss: 27.9772, grad_norm: 17.4414 -2022-10-26 19:44:38,192 - mmdet - INFO - Epoch [2][1650/1849] lr: 2.000e-04, eta: 3:31:33, time: 0.133, data_time: 0.005, memory: 4227, loss_cls: 2.3979, loss_bbox: 0.9072, loss_iou: 1.2984, d0.loss_cls: 2.5042, d0.loss_bbox: 0.9344, d0.loss_iou: 1.3230, d1.loss_cls: 2.4573, d1.loss_bbox: 0.9252, d1.loss_iou: 1.3135, d2.loss_cls: 2.4217, d2.loss_bbox: 0.9140, d2.loss_iou: 1.3048, d3.loss_cls: 2.4113, d3.loss_bbox: 0.9092, d3.loss_iou: 1.3001, d4.loss_cls: 2.4030, d4.loss_bbox: 0.9071, d4.loss_iou: 1.2996, loss: 27.9319, grad_norm: 18.3292 -2022-10-26 19:44:44,993 - mmdet - INFO - Epoch [2][1700/1849] lr: 2.000e-04, eta: 3:31:17, time: 0.136, data_time: 0.005, memory: 4227, loss_cls: 2.3947, loss_bbox: 0.9114, loss_iou: 1.2988, d0.loss_cls: 2.5068, d0.loss_bbox: 0.9378, d0.loss_iou: 1.3234, d1.loss_cls: 2.4563, d1.loss_bbox: 0.9298, d1.loss_iou: 1.3143, d2.loss_cls: 2.4221, d2.loss_bbox: 0.9176, d2.loss_iou: 1.3047, d3.loss_cls: 2.4074, d3.loss_bbox: 0.9137, d3.loss_iou: 1.2999, d4.loss_cls: 2.3977, d4.loss_bbox: 0.9127, d4.loss_iou: 1.2987, loss: 27.9478, grad_norm: 19.5919 -2022-10-26 19:44:51,789 - mmdet - INFO - Epoch [2][1750/1849] lr: 2.000e-04, eta: 3:31:02, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 2.3493, loss_bbox: 0.9033, loss_iou: 1.2979, d0.loss_cls: 2.4551, d0.loss_bbox: 0.9311, d0.loss_iou: 1.3261, d1.loss_cls: 2.4051, d1.loss_bbox: 0.9201, d1.loss_iou: 1.3153, d2.loss_cls: 2.3728, d2.loss_bbox: 0.9113, d2.loss_iou: 1.3059, d3.loss_cls: 2.3607, d3.loss_bbox: 0.9056, d3.loss_iou: 1.3008, d4.loss_cls: 2.3526, d4.loss_bbox: 0.9040, d4.loss_iou: 1.2991, loss: 27.6162, grad_norm: 18.7467 -2022-10-26 19:44:58,777 - mmdet - INFO - Epoch [2][1800/1849] lr: 2.000e-04, eta: 3:30:51, time: 0.140, data_time: 0.005, memory: 4227, loss_cls: 2.3666, loss_bbox: 0.9045, loss_iou: 1.2851, d0.loss_cls: 2.4760, d0.loss_bbox: 0.9352, d0.loss_iou: 1.3120, d1.loss_cls: 2.4239, d1.loss_bbox: 0.9231, d1.loss_iou: 1.3009, d2.loss_cls: 2.3911, d2.loss_bbox: 0.9112, d2.loss_iou: 1.2927, d3.loss_cls: 2.3786, d3.loss_bbox: 0.9070, d3.loss_iou: 1.2882, d4.loss_cls: 2.3724, d4.loss_bbox: 0.9052, d4.loss_iou: 1.2859, loss: 27.6595, grad_norm: 15.5934 -2022-10-26 19:45:05,799 - mmdet - INFO - Saving checkpoint at 2 epochs -2022-10-26 19:45:16,706 - mmdet - INFO - Epoch [3][50/1849] lr: 2.000e-04, eta: 3:29:05, time: 0.204, data_time: 0.063, memory: 4227, loss_cls: 2.3648, loss_bbox: 0.9051, loss_iou: 1.2959, d0.loss_cls: 2.4637, d0.loss_bbox: 0.9327, d0.loss_iou: 1.3185, d1.loss_cls: 2.4161, d1.loss_bbox: 0.9235, d1.loss_iou: 1.3099, d2.loss_cls: 2.3850, d2.loss_bbox: 0.9128, d2.loss_iou: 1.3021, d3.loss_cls: 2.3746, d3.loss_bbox: 0.9082, d3.loss_iou: 1.2984, d4.loss_cls: 2.3685, d4.loss_bbox: 0.9055, d4.loss_iou: 1.2969, loss: 27.6822, grad_norm: 17.8445 -2022-10-26 19:45:23,529 - mmdet - INFO - Epoch [3][100/1849] lr: 2.000e-04, eta: 3:28:52, time: 0.136, data_time: 0.005, memory: 4227, loss_cls: 2.3542, loss_bbox: 0.9019, loss_iou: 1.2883, d0.loss_cls: 2.4559, d0.loss_bbox: 0.9310, d0.loss_iou: 1.3139, d1.loss_cls: 2.4090, d1.loss_bbox: 0.9200, d1.loss_iou: 1.3045, d2.loss_cls: 2.3762, d2.loss_bbox: 0.9086, d2.loss_iou: 1.2945, d3.loss_cls: 2.3663, d3.loss_bbox: 0.9039, d3.loss_iou: 1.2900, d4.loss_cls: 2.3563, d4.loss_bbox: 0.9014, d4.loss_iou: 1.2896, loss: 27.5654, grad_norm: 17.3321 -2022-10-26 19:45:30,325 - mmdet - INFO - Epoch [3][150/1849] lr: 2.000e-04, eta: 3:28:39, time: 0.136, data_time: 0.005, memory: 4227, loss_cls: 2.3443, loss_bbox: 0.9021, loss_iou: 1.2880, d0.loss_cls: 2.4425, d0.loss_bbox: 0.9326, d0.loss_iou: 1.3135, d1.loss_cls: 2.3958, d1.loss_bbox: 0.9198, d1.loss_iou: 1.3049, d2.loss_cls: 2.3640, d2.loss_bbox: 0.9103, d2.loss_iou: 1.2954, d3.loss_cls: 2.3553, d3.loss_bbox: 0.9042, d3.loss_iou: 1.2897, d4.loss_cls: 2.3464, d4.loss_bbox: 0.9027, d4.loss_iou: 1.2880, loss: 27.4995, grad_norm: 16.2799 -2022-10-26 19:45:37,276 - mmdet - INFO - Epoch [3][200/1849] lr: 2.000e-04, eta: 3:28:29, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.3322, loss_bbox: 0.8970, loss_iou: 1.2874, d0.loss_cls: 2.4399, d0.loss_bbox: 0.9287, d0.loss_iou: 1.3162, d1.loss_cls: 2.3922, d1.loss_bbox: 0.9177, d1.loss_iou: 1.3046, d2.loss_cls: 2.3565, d2.loss_bbox: 0.9060, d2.loss_iou: 1.2958, d3.loss_cls: 2.3441, d3.loss_bbox: 0.8991, d3.loss_iou: 1.2901, d4.loss_cls: 2.3356, d4.loss_bbox: 0.8989, d4.loss_iou: 1.2894, loss: 27.4315, grad_norm: 19.6985 -2022-10-26 19:45:44,034 - mmdet - INFO - Epoch [3][250/1849] lr: 2.000e-04, eta: 3:28:15, time: 0.135, data_time: 0.005, memory: 4227, loss_cls: 2.3178, loss_bbox: 0.8962, loss_iou: 1.2810, d0.loss_cls: 2.4201, d0.loss_bbox: 0.9255, d0.loss_iou: 1.3061, d1.loss_cls: 2.3776, d1.loss_bbox: 0.9163, d1.loss_iou: 1.2990, d2.loss_cls: 2.3442, d2.loss_bbox: 0.9046, d2.loss_iou: 1.2891, d3.loss_cls: 2.3313, d3.loss_bbox: 0.8997, d3.loss_iou: 1.2843, d4.loss_cls: 2.3226, d4.loss_bbox: 0.8971, d4.loss_iou: 1.2822, loss: 27.2946, grad_norm: 16.3653 -2022-10-26 19:45:51,146 - mmdet - INFO - Epoch [3][300/1849] lr: 2.000e-04, eta: 3:28:09, time: 0.142, data_time: 0.005, memory: 4227, loss_cls: 2.3322, loss_bbox: 0.8939, loss_iou: 1.2820, d0.loss_cls: 2.4400, d0.loss_bbox: 0.9233, d0.loss_iou: 1.3100, d1.loss_cls: 2.3894, d1.loss_bbox: 0.9114, d1.loss_iou: 1.3007, d2.loss_cls: 2.3605, d2.loss_bbox: 0.9002, d2.loss_iou: 1.2881, d3.loss_cls: 2.3472, d3.loss_bbox: 0.8967, d3.loss_iou: 1.2828, d4.loss_cls: 2.3381, d4.loss_bbox: 0.8943, d4.loss_iou: 1.2825, loss: 27.3733, grad_norm: 16.9776 -2022-10-26 19:45:58,225 - mmdet - INFO - Epoch [3][350/1849] lr: 2.000e-04, eta: 3:28:03, time: 0.142, data_time: 0.005, memory: 4227, loss_cls: 2.3514, loss_bbox: 0.9020, loss_iou: 1.2857, d0.loss_cls: 2.4522, d0.loss_bbox: 0.9313, d0.loss_iou: 1.3128, d1.loss_cls: 2.4018, d1.loss_bbox: 0.9206, d1.loss_iou: 1.3050, d2.loss_cls: 2.3687, d2.loss_bbox: 0.9097, d2.loss_iou: 1.2938, d3.loss_cls: 2.3560, d3.loss_bbox: 0.9041, d3.loss_iou: 1.2885, d4.loss_cls: 2.3522, d4.loss_bbox: 0.9024, d4.loss_iou: 1.2871, loss: 27.5255, grad_norm: 18.5806 -2022-10-26 19:46:05,068 - mmdet - INFO - Epoch [3][400/1849] lr: 2.000e-04, eta: 3:27:51, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.3298, loss_bbox: 0.8938, loss_iou: 1.2819, d0.loss_cls: 2.4351, d0.loss_bbox: 0.9239, d0.loss_iou: 1.3091, d1.loss_cls: 2.3857, d1.loss_bbox: 0.9116, d1.loss_iou: 1.2988, d2.loss_cls: 2.3516, d2.loss_bbox: 0.9011, d2.loss_iou: 1.2891, d3.loss_cls: 2.3409, d3.loss_bbox: 0.8956, d3.loss_iou: 1.2847, d4.loss_cls: 2.3329, d4.loss_bbox: 0.8954, d4.loss_iou: 1.2834, loss: 27.3443, grad_norm: 16.8640 -2022-10-26 19:46:12,240 - mmdet - INFO - Epoch [3][450/1849] lr: 2.000e-04, eta: 3:27:46, time: 0.143, data_time: 0.005, memory: 4227, loss_cls: 2.3336, loss_bbox: 0.8971, loss_iou: 1.2809, d0.loss_cls: 2.4421, d0.loss_bbox: 0.9272, d0.loss_iou: 1.3089, d1.loss_cls: 2.3917, d1.loss_bbox: 0.9167, d1.loss_iou: 1.2994, d2.loss_cls: 2.3621, d2.loss_bbox: 0.9056, d2.loss_iou: 1.2879, d3.loss_cls: 2.3491, d3.loss_bbox: 0.9003, d3.loss_iou: 1.2845, d4.loss_cls: 2.3386, d4.loss_bbox: 0.8971, d4.loss_iou: 1.2823, loss: 27.4050, grad_norm: 16.0465 -2022-10-26 19:46:19,280 - mmdet - INFO - Epoch [3][500/1849] lr: 2.000e-04, eta: 3:27:39, time: 0.141, data_time: 0.005, memory: 4227, loss_cls: 2.3019, loss_bbox: 0.8906, loss_iou: 1.2814, d0.loss_cls: 2.4044, d0.loss_bbox: 0.9199, d0.loss_iou: 1.3099, d1.loss_cls: 2.3543, d1.loss_bbox: 0.9088, d1.loss_iou: 1.2975, d2.loss_cls: 2.3225, d2.loss_bbox: 0.8987, d2.loss_iou: 1.2880, d3.loss_cls: 2.3139, d3.loss_bbox: 0.8936, d3.loss_iou: 1.2834, d4.loss_cls: 2.3048, d4.loss_bbox: 0.8917, d4.loss_iou: 1.2813, loss: 27.1467, grad_norm: 17.5196 -2022-10-26 19:46:26,293 - mmdet - INFO - Epoch [3][550/1849] lr: 2.000e-04, eta: 3:27:31, time: 0.140, data_time: 0.005, memory: 4227, loss_cls: 2.3222, loss_bbox: 0.8894, loss_iou: 1.2775, d0.loss_cls: 2.4220, d0.loss_bbox: 0.9222, d0.loss_iou: 1.3078, d1.loss_cls: 2.3753, d1.loss_bbox: 0.9104, d1.loss_iou: 1.2976, d2.loss_cls: 2.3463, d2.loss_bbox: 0.8994, d2.loss_iou: 1.2869, d3.loss_cls: 2.3352, d3.loss_bbox: 0.8922, d3.loss_iou: 1.2815, d4.loss_cls: 2.3267, d4.loss_bbox: 0.8904, d4.loss_iou: 1.2794, loss: 27.2623, grad_norm: 16.5295 -2022-10-26 19:46:33,184 - mmdet - INFO - Epoch [3][600/1849] lr: 2.000e-04, eta: 3:27:20, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.3208, loss_bbox: 0.8889, loss_iou: 1.2762, d0.loss_cls: 2.4259, d0.loss_bbox: 0.9195, d0.loss_iou: 1.3054, d1.loss_cls: 2.3740, d1.loss_bbox: 0.9064, d1.loss_iou: 1.2955, d2.loss_cls: 2.3421, d2.loss_bbox: 0.8962, d2.loss_iou: 1.2850, d3.loss_cls: 2.3332, d3.loss_bbox: 0.8921, d3.loss_iou: 1.2812, d4.loss_cls: 2.3271, d4.loss_bbox: 0.8904, d4.loss_iou: 1.2787, loss: 27.2385, grad_norm: 18.4330 -2022-10-26 19:46:40,281 - mmdet - INFO - Epoch [3][650/1849] lr: 2.000e-04, eta: 3:27:14, time: 0.142, data_time: 0.005, memory: 4227, loss_cls: 2.3117, loss_bbox: 0.8885, loss_iou: 1.2760, d0.loss_cls: 2.4142, d0.loss_bbox: 0.9208, d0.loss_iou: 1.3053, d1.loss_cls: 2.3657, d1.loss_bbox: 0.9085, d1.loss_iou: 1.2949, d2.loss_cls: 2.3390, d2.loss_bbox: 0.8973, d2.loss_iou: 1.2834, d3.loss_cls: 2.3261, d3.loss_bbox: 0.8915, d3.loss_iou: 1.2785, d4.loss_cls: 2.3161, d4.loss_bbox: 0.8887, d4.loss_iou: 1.2768, loss: 27.1830, grad_norm: 15.2816 -2022-10-26 19:46:47,194 - mmdet - INFO - Epoch [3][700/1849] lr: 2.000e-04, eta: 3:27:04, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.3282, loss_bbox: 0.8843, loss_iou: 1.2750, d0.loss_cls: 2.4352, d0.loss_bbox: 0.9179, d0.loss_iou: 1.3062, d1.loss_cls: 2.3840, d1.loss_bbox: 0.9051, d1.loss_iou: 1.2954, d2.loss_cls: 2.3516, d2.loss_bbox: 0.8937, d2.loss_iou: 1.2833, d3.loss_cls: 2.3429, d3.loss_bbox: 0.8877, d3.loss_iou: 1.2796, d4.loss_cls: 2.3343, d4.loss_bbox: 0.8856, d4.loss_iou: 1.2763, loss: 27.2661, grad_norm: 16.2326 -2022-10-26 19:46:54,104 - mmdet - INFO - Epoch [3][750/1849] lr: 2.000e-04, eta: 3:26:54, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.2978, loss_bbox: 0.8859, loss_iou: 1.2726, d0.loss_cls: 2.4021, d0.loss_bbox: 0.9169, d0.loss_iou: 1.3028, d1.loss_cls: 2.3547, d1.loss_bbox: 0.9052, d1.loss_iou: 1.2933, d2.loss_cls: 2.3231, d2.loss_bbox: 0.8934, d2.loss_iou: 1.2820, d3.loss_cls: 2.3115, d3.loss_bbox: 0.8895, d3.loss_iou: 1.2756, d4.loss_cls: 2.3011, d4.loss_bbox: 0.8871, d4.loss_iou: 1.2741, loss: 27.0687, grad_norm: 15.5184 -2022-10-26 19:47:00,986 - mmdet - INFO - Epoch [3][800/1849] lr: 2.000e-04, eta: 3:26:44, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.3069, loss_bbox: 0.8834, loss_iou: 1.2717, d0.loss_cls: 2.4146, d0.loss_bbox: 0.9150, d0.loss_iou: 1.3017, d1.loss_cls: 2.3648, d1.loss_bbox: 0.9025, d1.loss_iou: 1.2887, d2.loss_cls: 2.3343, d2.loss_bbox: 0.8928, d2.loss_iou: 1.2795, d3.loss_cls: 2.3206, d3.loss_bbox: 0.8860, d3.loss_iou: 1.2746, d4.loss_cls: 2.3114, d4.loss_bbox: 0.8841, d4.loss_iou: 1.2727, loss: 27.1053, grad_norm: 16.1414 -2022-10-26 19:47:07,885 - mmdet - INFO - Epoch [3][850/1849] lr: 2.000e-04, eta: 3:26:34, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.2838, loss_bbox: 0.8850, loss_iou: 1.2734, d0.loss_cls: 2.3912, d0.loss_bbox: 0.9168, d0.loss_iou: 1.3022, d1.loss_cls: 2.3425, d1.loss_bbox: 0.9040, d1.loss_iou: 1.2915, d2.loss_cls: 2.3105, d2.loss_bbox: 0.8930, d2.loss_iou: 1.2815, d3.loss_cls: 2.2993, d3.loss_bbox: 0.8880, d3.loss_iou: 1.2774, d4.loss_cls: 2.2860, d4.loss_bbox: 0.8866, d4.loss_iou: 1.2747, loss: 26.9873, grad_norm: 16.2289 -2022-10-26 19:47:14,685 - mmdet - INFO - Epoch [3][900/1849] lr: 2.000e-04, eta: 3:26:22, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 2.3024, loss_bbox: 0.8817, loss_iou: 1.2690, d0.loss_cls: 2.4003, d0.loss_bbox: 0.9147, d0.loss_iou: 1.2995, d1.loss_cls: 2.3557, d1.loss_bbox: 0.9038, d1.loss_iou: 1.2896, d2.loss_cls: 2.3240, d2.loss_bbox: 0.8912, d2.loss_iou: 1.2785, d3.loss_cls: 2.3157, d3.loss_bbox: 0.8861, d3.loss_iou: 1.2732, d4.loss_cls: 2.3074, d4.loss_bbox: 0.8831, d4.loss_iou: 1.2706, loss: 27.0463, grad_norm: 15.5575 -2022-10-26 19:47:21,553 - mmdet - INFO - Epoch [3][950/1849] lr: 2.000e-04, eta: 3:26:11, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.3036, loss_bbox: 0.8853, loss_iou: 1.2731, d0.loss_cls: 2.4040, d0.loss_bbox: 0.9168, d0.loss_iou: 1.3008, d1.loss_cls: 2.3586, d1.loss_bbox: 0.9037, d1.loss_iou: 1.2920, d2.loss_cls: 2.3251, d2.loss_bbox: 0.8911, d2.loss_iou: 1.2790, d3.loss_cls: 2.3160, d3.loss_bbox: 0.8873, d3.loss_iou: 1.2752, d4.loss_cls: 2.3099, d4.loss_bbox: 0.8867, d4.loss_iou: 1.2731, loss: 27.0812, grad_norm: 16.2043 -2022-10-26 19:47:28,396 - mmdet - INFO - Epoch [3][1000/1849] lr: 2.000e-04, eta: 3:26:01, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.2962, loss_bbox: 0.8833, loss_iou: 1.2694, d0.loss_cls: 2.4011, d0.loss_bbox: 0.9156, d0.loss_iou: 1.2991, d1.loss_cls: 2.3536, d1.loss_bbox: 0.9029, d1.loss_iou: 1.2888, d2.loss_cls: 2.3209, d2.loss_bbox: 0.8911, d2.loss_iou: 1.2761, d3.loss_cls: 2.3091, d3.loss_bbox: 0.8861, d3.loss_iou: 1.2717, d4.loss_cls: 2.3002, d4.loss_bbox: 0.8842, d4.loss_iou: 1.2709, loss: 27.0205, grad_norm: 17.1234 -2022-10-26 19:47:35,326 - mmdet - INFO - Epoch [3][1050/1849] lr: 2.000e-04, eta: 3:25:51, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.2751, loss_bbox: 0.8782, loss_iou: 1.2655, d0.loss_cls: 2.3824, d0.loss_bbox: 0.9125, d0.loss_iou: 1.2947, d1.loss_cls: 2.3293, d1.loss_bbox: 0.8980, d1.loss_iou: 1.2849, d2.loss_cls: 2.2990, d2.loss_bbox: 0.8873, d2.loss_iou: 1.2727, d3.loss_cls: 2.2904, d3.loss_bbox: 0.8822, d3.loss_iou: 1.2679, d4.loss_cls: 2.2800, d4.loss_bbox: 0.8796, d4.loss_iou: 1.2665, loss: 26.8461, grad_norm: 16.3593 -2022-10-26 19:47:41,928 - mmdet - INFO - Epoch [3][1100/1849] lr: 2.000e-04, eta: 3:25:36, time: 0.132, data_time: 0.004, memory: 4227, loss_cls: 2.2824, loss_bbox: 0.8790, loss_iou: 1.2698, d0.loss_cls: 2.3873, d0.loss_bbox: 0.9119, d0.loss_iou: 1.2999, d1.loss_cls: 2.3419, d1.loss_bbox: 0.9005, d1.loss_iou: 1.2915, d2.loss_cls: 2.3116, d2.loss_bbox: 0.8892, d2.loss_iou: 1.2791, d3.loss_cls: 2.2977, d3.loss_bbox: 0.8814, d3.loss_iou: 1.2726, d4.loss_cls: 2.2884, d4.loss_bbox: 0.8804, d4.loss_iou: 1.2716, loss: 26.9363, grad_norm: 15.3812 -2022-10-26 19:47:48,763 - mmdet - INFO - Epoch [3][1150/1849] lr: 2.000e-04, eta: 3:25:25, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.2799, loss_bbox: 0.8798, loss_iou: 1.2639, d0.loss_cls: 2.3778, d0.loss_bbox: 0.9138, d0.loss_iou: 1.2935, d1.loss_cls: 2.3335, d1.loss_bbox: 0.9000, d1.loss_iou: 1.2838, d2.loss_cls: 2.3044, d2.loss_bbox: 0.8883, d2.loss_iou: 1.2723, d3.loss_cls: 2.2933, d3.loss_bbox: 0.8831, d3.loss_iou: 1.2673, d4.loss_cls: 2.2851, d4.loss_bbox: 0.8810, d4.loss_iou: 1.2650, loss: 26.8659, grad_norm: 14.5330 -2022-10-26 19:47:55,422 - mmdet - INFO - Epoch [3][1200/1849] lr: 2.000e-04, eta: 3:25:12, time: 0.133, data_time: 0.004, memory: 4227, loss_cls: 2.2716, loss_bbox: 0.8749, loss_iou: 1.2584, d0.loss_cls: 2.3758, d0.loss_bbox: 0.9096, d0.loss_iou: 1.2898, d1.loss_cls: 2.3287, d1.loss_bbox: 0.8960, d1.loss_iou: 1.2795, d2.loss_cls: 2.2951, d2.loss_bbox: 0.8835, d2.loss_iou: 1.2677, d3.loss_cls: 2.2841, d3.loss_bbox: 0.8782, d3.loss_iou: 1.2621, d4.loss_cls: 2.2737, d4.loss_bbox: 0.8758, d4.loss_iou: 1.2600, loss: 26.7646, grad_norm: 14.8766 -2022-10-26 19:48:02,391 - mmdet - INFO - Epoch [3][1250/1849] lr: 2.000e-04, eta: 3:25:04, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.2938, loss_bbox: 0.8783, loss_iou: 1.2665, d0.loss_cls: 2.3959, d0.loss_bbox: 0.9123, d0.loss_iou: 1.2964, d1.loss_cls: 2.3512, d1.loss_bbox: 0.8989, d1.loss_iou: 1.2866, d2.loss_cls: 2.3194, d2.loss_bbox: 0.8860, d2.loss_iou: 1.2739, d3.loss_cls: 2.3062, d3.loss_bbox: 0.8811, d3.loss_iou: 1.2694, d4.loss_cls: 2.2998, d4.loss_bbox: 0.8793, d4.loss_iou: 1.2680, loss: 26.9628, grad_norm: 16.4155 -2022-10-26 19:48:09,422 - mmdet - INFO - Epoch [3][1300/1849] lr: 2.000e-04, eta: 3:24:57, time: 0.141, data_time: 0.004, memory: 4227, loss_cls: 2.2844, loss_bbox: 0.8762, loss_iou: 1.2625, d0.loss_cls: 2.3911, d0.loss_bbox: 0.9080, d0.loss_iou: 1.2931, d1.loss_cls: 2.3428, d1.loss_bbox: 0.8968, d1.loss_iou: 1.2832, d2.loss_cls: 2.3121, d2.loss_bbox: 0.8854, d2.loss_iou: 1.2718, d3.loss_cls: 2.2987, d3.loss_bbox: 0.8795, d3.loss_iou: 1.2668, d4.loss_cls: 2.2887, d4.loss_bbox: 0.8780, d4.loss_iou: 1.2642, loss: 26.8835, grad_norm: 15.2874 -2022-10-26 19:48:16,289 - mmdet - INFO - Epoch [3][1350/1849] lr: 2.000e-04, eta: 3:24:47, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.2708, loss_bbox: 0.8772, loss_iou: 1.2603, d0.loss_cls: 2.3771, d0.loss_bbox: 0.9120, d0.loss_iou: 1.2905, d1.loss_cls: 2.3265, d1.loss_bbox: 0.8985, d1.loss_iou: 1.2807, d2.loss_cls: 2.2972, d2.loss_bbox: 0.8864, d2.loss_iou: 1.2684, d3.loss_cls: 2.2859, d3.loss_bbox: 0.8803, d3.loss_iou: 1.2633, d4.loss_cls: 2.2754, d4.loss_bbox: 0.8780, d4.loss_iou: 1.2614, loss: 26.7898, grad_norm: 16.9663 -2022-10-26 19:48:22,972 - mmdet - INFO - Epoch [3][1400/1849] lr: 2.000e-04, eta: 3:24:34, time: 0.134, data_time: 0.004, memory: 4227, loss_cls: 2.2643, loss_bbox: 0.8686, loss_iou: 1.2583, d0.loss_cls: 2.3624, d0.loss_bbox: 0.9045, d0.loss_iou: 1.2890, d1.loss_cls: 2.3195, d1.loss_bbox: 0.8902, d1.loss_iou: 1.2782, d2.loss_cls: 2.2858, d2.loss_bbox: 0.8769, d2.loss_iou: 1.2665, d3.loss_cls: 2.2743, d3.loss_bbox: 0.8719, d3.loss_iou: 1.2612, d4.loss_cls: 2.2670, d4.loss_bbox: 0.8697, d4.loss_iou: 1.2596, loss: 26.6679, grad_norm: 15.7907 -2022-10-26 19:48:29,926 - mmdet - INFO - Epoch [3][1450/1849] lr: 2.000e-04, eta: 3:24:25, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.2756, loss_bbox: 0.8724, loss_iou: 1.2557, d0.loss_cls: 2.3715, d0.loss_bbox: 0.9062, d0.loss_iou: 1.2852, d1.loss_cls: 2.3267, d1.loss_bbox: 0.8942, d1.loss_iou: 1.2766, d2.loss_cls: 2.2994, d2.loss_bbox: 0.8807, d2.loss_iou: 1.2647, d3.loss_cls: 2.2885, d3.loss_bbox: 0.8752, d3.loss_iou: 1.2596, d4.loss_cls: 2.2807, d4.loss_bbox: 0.8736, d4.loss_iou: 1.2570, loss: 26.7435, grad_norm: 15.0019 -2022-10-26 19:48:36,628 - mmdet - INFO - Epoch [3][1500/1849] lr: 2.000e-04, eta: 3:24:13, time: 0.134, data_time: 0.005, memory: 4227, loss_cls: 2.2697, loss_bbox: 0.8762, loss_iou: 1.2712, d0.loss_cls: 2.3780, d0.loss_bbox: 0.9106, d0.loss_iou: 1.3005, d1.loss_cls: 2.3279, d1.loss_bbox: 0.8965, d1.loss_iou: 1.2915, d2.loss_cls: 2.2979, d2.loss_bbox: 0.8850, d2.loss_iou: 1.2789, d3.loss_cls: 2.2844, d3.loss_bbox: 0.8798, d3.loss_iou: 1.2741, d4.loss_cls: 2.2727, d4.loss_bbox: 0.8776, d4.loss_iou: 1.2728, loss: 26.8453, grad_norm: 17.8107 -2022-10-26 19:48:43,467 - mmdet - INFO - Epoch [3][1550/1849] lr: 2.000e-04, eta: 3:24:03, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.2666, loss_bbox: 0.8745, loss_iou: 1.2606, d0.loss_cls: 2.3682, d0.loss_bbox: 0.9102, d0.loss_iou: 1.2916, d1.loss_cls: 2.3188, d1.loss_bbox: 0.8953, d1.loss_iou: 1.2815, d2.loss_cls: 2.2907, d2.loss_bbox: 0.8833, d2.loss_iou: 1.2700, d3.loss_cls: 2.2792, d3.loss_bbox: 0.8777, d3.loss_iou: 1.2638, d4.loss_cls: 2.2701, d4.loss_bbox: 0.8751, d4.loss_iou: 1.2616, loss: 26.7388, grad_norm: 16.0498 -2022-10-26 19:48:50,338 - mmdet - INFO - Epoch [3][1600/1849] lr: 2.000e-04, eta: 3:23:54, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.2555, loss_bbox: 0.8717, loss_iou: 1.2555, d0.loss_cls: 2.3556, d0.loss_bbox: 0.9051, d0.loss_iou: 1.2875, d1.loss_cls: 2.3097, d1.loss_bbox: 0.8919, d1.loss_iou: 1.2773, d2.loss_cls: 2.2789, d2.loss_bbox: 0.8800, d2.loss_iou: 1.2652, d3.loss_cls: 2.2704, d3.loss_bbox: 0.8739, d3.loss_iou: 1.2592, d4.loss_cls: 2.2600, d4.loss_bbox: 0.8724, d4.loss_iou: 1.2568, loss: 26.6265, grad_norm: 14.2028 -2022-10-26 19:48:57,314 - mmdet - INFO - Epoch [3][1650/1849] lr: 2.000e-04, eta: 3:23:46, time: 0.140, data_time: 0.004, memory: 4227, loss_cls: 2.2781, loss_bbox: 0.8729, loss_iou: 1.2610, d0.loss_cls: 2.3785, d0.loss_bbox: 0.9079, d0.loss_iou: 1.2940, d1.loss_cls: 2.3311, d1.loss_bbox: 0.8939, d1.loss_iou: 1.2813, d2.loss_cls: 2.3040, d2.loss_bbox: 0.8820, d2.loss_iou: 1.2697, d3.loss_cls: 2.2912, d3.loss_bbox: 0.8763, d3.loss_iou: 1.2645, d4.loss_cls: 2.2839, d4.loss_bbox: 0.8745, d4.loss_iou: 1.2619, loss: 26.8067, grad_norm: 14.9361 -2022-10-26 19:49:04,248 - mmdet - INFO - Epoch [3][1700/1849] lr: 2.000e-04, eta: 3:23:38, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.2560, loss_bbox: 0.8697, loss_iou: 1.2580, d0.loss_cls: 2.3555, d0.loss_bbox: 0.9040, d0.loss_iou: 1.2884, d1.loss_cls: 2.3107, d1.loss_bbox: 0.8906, d1.loss_iou: 1.2800, d2.loss_cls: 2.2833, d2.loss_bbox: 0.8777, d2.loss_iou: 1.2665, d3.loss_cls: 2.2703, d3.loss_bbox: 0.8722, d3.loss_iou: 1.2609, d4.loss_cls: 2.2605, d4.loss_bbox: 0.8709, d4.loss_iou: 1.2605, loss: 26.6359, grad_norm: 14.8643 -2022-10-26 19:49:11,013 - mmdet - INFO - Epoch [3][1750/1849] lr: 2.000e-04, eta: 3:23:27, time: 0.135, data_time: 0.004, memory: 4227, loss_cls: 2.2531, loss_bbox: 0.8694, loss_iou: 1.2549, d0.loss_cls: 2.3541, d0.loss_bbox: 0.9038, d0.loss_iou: 1.2860, d1.loss_cls: 2.3081, d1.loss_bbox: 0.8906, d1.loss_iou: 1.2757, d2.loss_cls: 2.2799, d2.loss_bbox: 0.8782, d2.loss_iou: 1.2631, d3.loss_cls: 2.2701, d3.loss_bbox: 0.8729, d3.loss_iou: 1.2571, d4.loss_cls: 2.2614, d4.loss_bbox: 0.8706, d4.loss_iou: 1.2557, loss: 26.6048, grad_norm: 16.1152 -2022-10-26 19:49:17,766 - mmdet - INFO - Epoch [3][1800/1849] lr: 2.000e-04, eta: 3:23:15, time: 0.135, data_time: 0.004, memory: 4227, loss_cls: 2.2476, loss_bbox: 0.8664, loss_iou: 1.2548, d0.loss_cls: 2.3433, d0.loss_bbox: 0.9020, d0.loss_iou: 1.2860, d1.loss_cls: 2.3047, d1.loss_bbox: 0.8851, d1.loss_iou: 1.2754, d2.loss_cls: 2.2722, d2.loss_bbox: 0.8731, d2.loss_iou: 1.2638, d3.loss_cls: 2.2616, d3.loss_bbox: 0.8690, d3.loss_iou: 1.2590, d4.loss_cls: 2.2521, d4.loss_bbox: 0.8669, d4.loss_iou: 1.2560, loss: 26.5389, grad_norm: 15.9399 -2022-10-26 19:49:24,845 - mmdet - INFO - Saving checkpoint at 3 epochs -2022-10-26 19:49:35,618 - mmdet - INFO - Epoch [4][50/1849] lr: 2.000e-04, eta: 3:22:04, time: 0.203, data_time: 0.065, memory: 4227, loss_cls: 2.2234, loss_bbox: 0.8631, loss_iou: 1.2541, d0.loss_cls: 2.3206, d0.loss_bbox: 0.8963, d0.loss_iou: 1.2869, d1.loss_cls: 2.2786, d1.loss_bbox: 0.8842, d1.loss_iou: 1.2773, d2.loss_cls: 2.2487, d2.loss_bbox: 0.8721, d2.loss_iou: 1.2640, d3.loss_cls: 2.2398, d3.loss_bbox: 0.8660, d3.loss_iou: 1.2578, d4.loss_cls: 2.2281, d4.loss_bbox: 0.8646, d4.loss_iou: 1.2554, loss: 26.3810, grad_norm: 14.9691 -2022-10-26 19:49:42,673 - mmdet - INFO - Epoch [4][100/1849] lr: 2.000e-04, eta: 3:21:58, time: 0.141, data_time: 0.005, memory: 4227, loss_cls: 2.2550, loss_bbox: 0.8637, loss_iou: 1.2500, d0.loss_cls: 2.3515, d0.loss_bbox: 0.9005, d0.loss_iou: 1.2843, d1.loss_cls: 2.3112, d1.loss_bbox: 0.8854, d1.loss_iou: 1.2715, d2.loss_cls: 2.2806, d2.loss_bbox: 0.8733, d2.loss_iou: 1.2597, d3.loss_cls: 2.2705, d3.loss_bbox: 0.8675, d3.loss_iou: 1.2526, d4.loss_cls: 2.2619, d4.loss_bbox: 0.8648, d4.loss_iou: 1.2512, loss: 26.5553, grad_norm: 13.9669 -2022-10-26 19:49:49,532 - mmdet - INFO - Epoch [4][150/1849] lr: 2.000e-04, eta: 3:21:49, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.2452, loss_bbox: 0.8668, loss_iou: 1.2496, d0.loss_cls: 2.3462, d0.loss_bbox: 0.9016, d0.loss_iou: 1.2809, d1.loss_cls: 2.2982, d1.loss_bbox: 0.8880, d1.loss_iou: 1.2723, d2.loss_cls: 2.2675, d2.loss_bbox: 0.8757, d2.loss_iou: 1.2593, d3.loss_cls: 2.2572, d3.loss_bbox: 0.8699, d3.loss_iou: 1.2523, d4.loss_cls: 2.2486, d4.loss_bbox: 0.8682, d4.loss_iou: 1.2504, loss: 26.4978, grad_norm: 15.6222 -2022-10-26 19:49:56,454 - mmdet - INFO - Epoch [4][200/1849] lr: 2.000e-04, eta: 3:21:41, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.2422, loss_bbox: 0.8666, loss_iou: 1.2458, d0.loss_cls: 2.3418, d0.loss_bbox: 0.8984, d0.loss_iou: 1.2774, d1.loss_cls: 2.2993, d1.loss_bbox: 0.8858, d1.loss_iou: 1.2663, d2.loss_cls: 2.2696, d2.loss_bbox: 0.8742, d2.loss_iou: 1.2546, d3.loss_cls: 2.2559, d3.loss_bbox: 0.8691, d3.loss_iou: 1.2492, d4.loss_cls: 2.2450, d4.loss_bbox: 0.8672, d4.loss_iou: 1.2481, loss: 26.4563, grad_norm: 16.0334 -2022-10-26 19:50:03,385 - mmdet - INFO - Epoch [4][250/1849] lr: 2.000e-04, eta: 3:21:33, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.2214, loss_bbox: 0.8611, loss_iou: 1.2475, d0.loss_cls: 2.3277, d0.loss_bbox: 0.8989, d0.loss_iou: 1.2816, d1.loss_cls: 2.2812, d1.loss_bbox: 0.8828, d1.loss_iou: 1.2688, d2.loss_cls: 2.2486, d2.loss_bbox: 0.8708, d2.loss_iou: 1.2570, d3.loss_cls: 2.2380, d3.loss_bbox: 0.8648, d3.loss_iou: 1.2513, d4.loss_cls: 2.2263, d4.loss_bbox: 0.8626, d4.loss_iou: 1.2481, loss: 26.3385, grad_norm: 15.2534 -2022-10-26 19:50:10,210 - mmdet - INFO - Epoch [4][300/1849] lr: 2.000e-04, eta: 3:21:24, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.2383, loss_bbox: 0.8624, loss_iou: 1.2506, d0.loss_cls: 2.3388, d0.loss_bbox: 0.8956, d0.loss_iou: 1.2812, d1.loss_cls: 2.2963, d1.loss_bbox: 0.8824, d1.loss_iou: 1.2707, d2.loss_cls: 2.2655, d2.loss_bbox: 0.8697, d2.loss_iou: 1.2575, d3.loss_cls: 2.2550, d3.loss_bbox: 0.8647, d3.loss_iou: 1.2525, d4.loss_cls: 2.2437, d4.loss_bbox: 0.8630, d4.loss_iou: 1.2512, loss: 26.4390, grad_norm: 18.1922 -2022-10-26 19:50:17,133 - mmdet - INFO - Epoch [4][350/1849] lr: 2.000e-04, eta: 3:21:16, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.2256, loss_bbox: 0.8646, loss_iou: 1.2496, d0.loss_cls: 2.3267, d0.loss_bbox: 0.9003, d0.loss_iou: 1.2828, d1.loss_cls: 2.2834, d1.loss_bbox: 0.8855, d1.loss_iou: 1.2710, d2.loss_cls: 2.2534, d2.loss_bbox: 0.8736, d2.loss_iou: 1.2583, d3.loss_cls: 2.2407, d3.loss_bbox: 0.8681, d3.loss_iou: 1.2530, d4.loss_cls: 2.2328, d4.loss_bbox: 0.8660, d4.loss_iou: 1.2515, loss: 26.3869, grad_norm: 15.8487 -2022-10-26 19:50:23,765 - mmdet - INFO - Epoch [4][400/1849] lr: 2.000e-04, eta: 3:21:04, time: 0.133, data_time: 0.005, memory: 4227, loss_cls: 2.2240, loss_bbox: 0.8604, loss_iou: 1.2522, d0.loss_cls: 2.3270, d0.loss_bbox: 0.8948, d0.loss_iou: 1.2835, d1.loss_cls: 2.2822, d1.loss_bbox: 0.8810, d1.loss_iou: 1.2728, d2.loss_cls: 2.2493, d2.loss_bbox: 0.8699, d2.loss_iou: 1.2612, d3.loss_cls: 2.2363, d3.loss_bbox: 0.8638, d3.loss_iou: 1.2546, d4.loss_cls: 2.2273, d4.loss_bbox: 0.8615, d4.loss_iou: 1.2529, loss: 26.3547, grad_norm: 16.4072 -2022-10-26 19:50:30,512 - mmdet - INFO - Epoch [4][450/1849] lr: 2.000e-04, eta: 3:20:54, time: 0.135, data_time: 0.004, memory: 4227, loss_cls: 2.2314, loss_bbox: 0.8567, loss_iou: 1.2443, d0.loss_cls: 2.3260, d0.loss_bbox: 0.8927, d0.loss_iou: 1.2780, d1.loss_cls: 2.2870, d1.loss_bbox: 0.8789, d1.loss_iou: 1.2677, d2.loss_cls: 2.2581, d2.loss_bbox: 0.8676, d2.loss_iou: 1.2535, d3.loss_cls: 2.2443, d3.loss_bbox: 0.8608, d3.loss_iou: 1.2484, d4.loss_cls: 2.2358, d4.loss_bbox: 0.8583, d4.loss_iou: 1.2457, loss: 26.3351, grad_norm: 15.1101 -2022-10-26 19:50:37,269 - mmdet - INFO - Epoch [4][500/1849] lr: 2.000e-04, eta: 3:20:44, time: 0.135, data_time: 0.004, memory: 4227, loss_cls: 2.2294, loss_bbox: 0.8647, loss_iou: 1.2518, d0.loss_cls: 2.3217, d0.loss_bbox: 0.9007, d0.loss_iou: 1.2844, d1.loss_cls: 2.2840, d1.loss_bbox: 0.8849, d1.loss_iou: 1.2719, d2.loss_cls: 2.2523, d2.loss_bbox: 0.8725, d2.loss_iou: 1.2608, d3.loss_cls: 2.2418, d3.loss_bbox: 0.8661, d3.loss_iou: 1.2552, d4.loss_cls: 2.2345, d4.loss_bbox: 0.8650, d4.loss_iou: 1.2524, loss: 26.3940, grad_norm: 15.1723 -2022-10-26 19:50:44,146 - mmdet - INFO - Epoch [4][550/1849] lr: 2.000e-04, eta: 3:20:36, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.2333, loss_bbox: 0.8621, loss_iou: 1.2450, d0.loss_cls: 2.3309, d0.loss_bbox: 0.8978, d0.loss_iou: 1.2794, d1.loss_cls: 2.2882, d1.loss_bbox: 0.8837, d1.loss_iou: 1.2683, d2.loss_cls: 2.2594, d2.loss_bbox: 0.8699, d2.loss_iou: 1.2536, d3.loss_cls: 2.2443, d3.loss_bbox: 0.8661, d3.loss_iou: 1.2481, d4.loss_cls: 2.2371, d4.loss_bbox: 0.8644, d4.loss_iou: 1.2472, loss: 26.3789, grad_norm: 14.4203 -2022-10-26 19:50:51,079 - mmdet - INFO - Epoch [4][600/1849] lr: 2.000e-04, eta: 3:20:28, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.2242, loss_bbox: 0.8590, loss_iou: 1.2437, d0.loss_cls: 2.3228, d0.loss_bbox: 0.8960, d0.loss_iou: 1.2754, d1.loss_cls: 2.2808, d1.loss_bbox: 0.8798, d1.loss_iou: 1.2639, d2.loss_cls: 2.2504, d2.loss_bbox: 0.8680, d2.loss_iou: 1.2524, d3.loss_cls: 2.2397, d3.loss_bbox: 0.8630, d3.loss_iou: 1.2474, d4.loss_cls: 2.2266, d4.loss_bbox: 0.8600, d4.loss_iou: 1.2447, loss: 26.2980, grad_norm: 15.2452 -2022-10-26 19:50:58,007 - mmdet - INFO - Epoch [4][650/1849] lr: 2.000e-04, eta: 3:20:21, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.2313, loss_bbox: 0.8612, loss_iou: 1.2497, d0.loss_cls: 2.3224, d0.loss_bbox: 0.8979, d0.loss_iou: 1.2844, d1.loss_cls: 2.2865, d1.loss_bbox: 0.8814, d1.loss_iou: 1.2720, d2.loss_cls: 2.2528, d2.loss_bbox: 0.8692, d2.loss_iou: 1.2582, d3.loss_cls: 2.2421, d3.loss_bbox: 0.8637, d3.loss_iou: 1.2521, d4.loss_cls: 2.2338, d4.loss_bbox: 0.8618, d4.loss_iou: 1.2505, loss: 26.3710, grad_norm: 15.3958 -2022-10-26 19:51:05,376 - mmdet - INFO - Epoch [4][700/1849] lr: 2.000e-04, eta: 3:20:19, time: 0.147, data_time: 0.004, memory: 4227, loss_cls: 2.2215, loss_bbox: 0.8627, loss_iou: 1.2453, d0.loss_cls: 2.3244, d0.loss_bbox: 0.8979, d0.loss_iou: 1.2780, d1.loss_cls: 2.2844, d1.loss_bbox: 0.8841, d1.loss_iou: 1.2672, d2.loss_cls: 2.2504, d2.loss_bbox: 0.8706, d2.loss_iou: 1.2544, d3.loss_cls: 2.2388, d3.loss_bbox: 0.8652, d3.loss_iou: 1.2482, d4.loss_cls: 2.2298, d4.loss_bbox: 0.8630, d4.loss_iou: 1.2460, loss: 26.3319, grad_norm: 15.1595 -2022-10-26 19:51:12,241 - mmdet - INFO - Epoch [4][750/1849] lr: 2.000e-04, eta: 3:20:11, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.2106, loss_bbox: 0.8565, loss_iou: 1.2444, d0.loss_cls: 2.3086, d0.loss_bbox: 0.8952, d0.loss_iou: 1.2798, d1.loss_cls: 2.2676, d1.loss_bbox: 0.8776, d1.loss_iou: 1.2674, d2.loss_cls: 2.2368, d2.loss_bbox: 0.8646, d2.loss_iou: 1.2541, d3.loss_cls: 2.2229, d3.loss_bbox: 0.8595, d3.loss_iou: 1.2486, d4.loss_cls: 2.2127, d4.loss_bbox: 0.8578, d4.loss_iou: 1.2459, loss: 26.2108, grad_norm: 14.3640 -2022-10-26 19:51:19,044 - mmdet - INFO - Epoch [4][800/1849] lr: 2.000e-04, eta: 3:20:02, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 2.2189, loss_bbox: 0.8528, loss_iou: 1.2435, d0.loss_cls: 2.3171, d0.loss_bbox: 0.8902, d0.loss_iou: 1.2791, d1.loss_cls: 2.2734, d1.loss_bbox: 0.8739, d1.loss_iou: 1.2673, d2.loss_cls: 2.2427, d2.loss_bbox: 0.8614, d2.loss_iou: 1.2535, d3.loss_cls: 2.2328, d3.loss_bbox: 0.8560, d3.loss_iou: 1.2471, d4.loss_cls: 2.2257, d4.loss_bbox: 0.8533, d4.loss_iou: 1.2453, loss: 26.2338, grad_norm: 13.5795 -2022-10-26 19:51:25,960 - mmdet - INFO - Epoch [4][850/1849] lr: 2.000e-04, eta: 3:19:54, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.2178, loss_bbox: 0.8589, loss_iou: 1.2434, d0.loss_cls: 2.3133, d0.loss_bbox: 0.8946, d0.loss_iou: 1.2761, d1.loss_cls: 2.2715, d1.loss_bbox: 0.8802, d1.loss_iou: 1.2654, d2.loss_cls: 2.2424, d2.loss_bbox: 0.8678, d2.loss_iou: 1.2530, d3.loss_cls: 2.2328, d3.loss_bbox: 0.8621, d3.loss_iou: 1.2466, d4.loss_cls: 2.2234, d4.loss_bbox: 0.8600, d4.loss_iou: 1.2447, loss: 26.2540, grad_norm: 14.8301 -2022-10-26 19:51:32,952 - mmdet - INFO - Epoch [4][900/1849] lr: 2.000e-04, eta: 3:19:47, time: 0.140, data_time: 0.004, memory: 4227, loss_cls: 2.2190, loss_bbox: 0.8585, loss_iou: 1.2405, d0.loss_cls: 2.3162, d0.loss_bbox: 0.8957, d0.loss_iou: 1.2751, d1.loss_cls: 2.2742, d1.loss_bbox: 0.8819, d1.loss_iou: 1.2638, d2.loss_cls: 2.2454, d2.loss_bbox: 0.8681, d2.loss_iou: 1.2506, d3.loss_cls: 2.2331, d3.loss_bbox: 0.8620, d3.loss_iou: 1.2441, d4.loss_cls: 2.2228, d4.loss_bbox: 0.8598, d4.loss_iou: 1.2419, loss: 26.2526, grad_norm: 15.3096 -2022-10-26 19:51:39,937 - mmdet - INFO - Epoch [4][950/1849] lr: 2.000e-04, eta: 3:19:40, time: 0.140, data_time: 0.005, memory: 4227, loss_cls: 2.2207, loss_bbox: 0.8568, loss_iou: 1.2412, d0.loss_cls: 2.3170, d0.loss_bbox: 0.8941, d0.loss_iou: 1.2748, d1.loss_cls: 2.2782, d1.loss_bbox: 0.8779, d1.loss_iou: 1.2638, d2.loss_cls: 2.2482, d2.loss_bbox: 0.8661, d2.loss_iou: 1.2511, d3.loss_cls: 2.2329, d3.loss_bbox: 0.8603, d3.loss_iou: 1.2456, d4.loss_cls: 2.2249, d4.loss_bbox: 0.8589, d4.loss_iou: 1.2422, loss: 26.2548, grad_norm: 15.6234 -2022-10-26 19:51:46,860 - mmdet - INFO - Epoch [4][1000/1849] lr: 2.000e-04, eta: 3:19:33, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.2062, loss_bbox: 0.8550, loss_iou: 1.2396, d0.loss_cls: 2.3008, d0.loss_bbox: 0.8910, d0.loss_iou: 1.2739, d1.loss_cls: 2.2619, d1.loss_bbox: 0.8771, d1.loss_iou: 1.2638, d2.loss_cls: 2.2306, d2.loss_bbox: 0.8633, d2.loss_iou: 1.2498, d3.loss_cls: 2.2190, d3.loss_bbox: 0.8573, d3.loss_iou: 1.2430, d4.loss_cls: 2.2099, d4.loss_bbox: 0.8562, d4.loss_iou: 1.2409, loss: 26.1393, grad_norm: 15.9122 -2022-10-26 19:51:53,815 - mmdet - INFO - Epoch [4][1050/1849] lr: 2.000e-04, eta: 3:19:26, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.2207, loss_bbox: 0.8537, loss_iou: 1.2444, d0.loss_cls: 2.3200, d0.loss_bbox: 0.8904, d0.loss_iou: 1.2802, d1.loss_cls: 2.2778, d1.loss_bbox: 0.8750, d1.loss_iou: 1.2676, d2.loss_cls: 2.2522, d2.loss_bbox: 0.8630, d2.loss_iou: 1.2530, d3.loss_cls: 2.2349, d3.loss_bbox: 0.8568, d3.loss_iou: 1.2464, d4.loss_cls: 2.2232, d4.loss_bbox: 0.8550, d4.loss_iou: 1.2452, loss: 26.2597, grad_norm: 15.4095 -2022-10-26 19:52:00,574 - mmdet - INFO - Epoch [4][1100/1849] lr: 2.000e-04, eta: 3:19:16, time: 0.135, data_time: 0.004, memory: 4227, loss_cls: 2.2304, loss_bbox: 0.8579, loss_iou: 1.2434, d0.loss_cls: 2.3249, d0.loss_bbox: 0.8934, d0.loss_iou: 1.2764, d1.loss_cls: 2.2889, d1.loss_bbox: 0.8792, d1.loss_iou: 1.2657, d2.loss_cls: 2.2554, d2.loss_bbox: 0.8678, d2.loss_iou: 1.2534, d3.loss_cls: 2.2452, d3.loss_bbox: 0.8615, d3.loss_iou: 1.2473, d4.loss_cls: 2.2341, d4.loss_bbox: 0.8585, d4.loss_iou: 1.2450, loss: 26.3284, grad_norm: 17.3330 -2022-10-26 19:52:07,420 - mmdet - INFO - Epoch [4][1150/1849] lr: 2.000e-04, eta: 3:19:07, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.2063, loss_bbox: 0.8515, loss_iou: 1.2405, d0.loss_cls: 2.3080, d0.loss_bbox: 0.8876, d0.loss_iou: 1.2746, d1.loss_cls: 2.2675, d1.loss_bbox: 0.8730, d1.loss_iou: 1.2626, d2.loss_cls: 2.2337, d2.loss_bbox: 0.8613, d2.loss_iou: 1.2509, d3.loss_cls: 2.2213, d3.loss_bbox: 0.8549, d3.loss_iou: 1.2445, d4.loss_cls: 2.2121, d4.loss_bbox: 0.8534, d4.loss_iou: 1.2419, loss: 26.1457, grad_norm: 15.8205 -2022-10-26 19:52:14,306 - mmdet - INFO - Epoch [4][1200/1849] lr: 2.000e-04, eta: 3:19:00, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.2052, loss_bbox: 0.8529, loss_iou: 1.2382, d0.loss_cls: 2.3051, d0.loss_bbox: 0.8919, d0.loss_iou: 1.2748, d1.loss_cls: 2.2648, d1.loss_bbox: 0.8751, d1.loss_iou: 1.2619, d2.loss_cls: 2.2321, d2.loss_bbox: 0.8619, d2.loss_iou: 1.2487, d3.loss_cls: 2.2187, d3.loss_bbox: 0.8568, d3.loss_iou: 1.2428, d4.loss_cls: 2.2125, d4.loss_bbox: 0.8543, d4.loss_iou: 1.2401, loss: 26.1379, grad_norm: 14.2989 -2022-10-26 19:52:21,201 - mmdet - INFO - Epoch [4][1250/1849] lr: 2.000e-04, eta: 3:18:52, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.2104, loss_bbox: 0.8586, loss_iou: 1.2438, d0.loss_cls: 2.3039, d0.loss_bbox: 0.8949, d0.loss_iou: 1.2780, d1.loss_cls: 2.2678, d1.loss_bbox: 0.8792, d1.loss_iou: 1.2667, d2.loss_cls: 2.2356, d2.loss_bbox: 0.8671, d2.loss_iou: 1.2530, d3.loss_cls: 2.2259, d3.loss_bbox: 0.8612, d3.loss_iou: 1.2470, d4.loss_cls: 2.2160, d4.loss_bbox: 0.8594, d4.loss_iou: 1.2451, loss: 26.2137, grad_norm: 13.2664 -2022-10-26 19:52:28,155 - mmdet - INFO - Epoch [4][1300/1849] lr: 2.000e-04, eta: 3:18:45, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.2099, loss_bbox: 0.8527, loss_iou: 1.2389, d0.loss_cls: 2.3057, d0.loss_bbox: 0.8890, d0.loss_iou: 1.2734, d1.loss_cls: 2.2655, d1.loss_bbox: 0.8748, d1.loss_iou: 1.2605, d2.loss_cls: 2.2318, d2.loss_bbox: 0.8630, d2.loss_iou: 1.2480, d3.loss_cls: 2.2197, d3.loss_bbox: 0.8562, d3.loss_iou: 1.2412, d4.loss_cls: 2.2124, d4.loss_bbox: 0.8543, d4.loss_iou: 1.2397, loss: 26.1368, grad_norm: 14.3525 -2022-10-26 19:52:35,047 - mmdet - INFO - Epoch [4][1350/1849] lr: 2.000e-04, eta: 3:18:37, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.2121, loss_bbox: 0.8521, loss_iou: 1.2371, d0.loss_cls: 2.3111, d0.loss_bbox: 0.8902, d0.loss_iou: 1.2720, d1.loss_cls: 2.2677, d1.loss_bbox: 0.8740, d1.loss_iou: 1.2598, d2.loss_cls: 2.2417, d2.loss_bbox: 0.8613, d2.loss_iou: 1.2468, d3.loss_cls: 2.2282, d3.loss_bbox: 0.8551, d3.loss_iou: 1.2413, d4.loss_cls: 2.2175, d4.loss_bbox: 0.8530, d4.loss_iou: 1.2379, loss: 26.1589, grad_norm: 14.7309 -2022-10-26 19:52:41,964 - mmdet - INFO - Epoch [4][1400/1849] lr: 2.000e-04, eta: 3:18:29, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.2054, loss_bbox: 0.8522, loss_iou: 1.2367, d0.loss_cls: 2.3003, d0.loss_bbox: 0.8865, d0.loss_iou: 1.2710, d1.loss_cls: 2.2590, d1.loss_bbox: 0.8716, d1.loss_iou: 1.2603, d2.loss_cls: 2.2297, d2.loss_bbox: 0.8594, d2.loss_iou: 1.2457, d3.loss_cls: 2.2175, d3.loss_bbox: 0.8540, d3.loss_iou: 1.2397, d4.loss_cls: 2.2094, d4.loss_bbox: 0.8526, d4.loss_iou: 1.2379, loss: 26.0889, grad_norm: 13.5725 -2022-10-26 19:52:48,701 - mmdet - INFO - Epoch [4][1450/1849] lr: 2.000e-04, eta: 3:18:19, time: 0.135, data_time: 0.005, memory: 4227, loss_cls: 2.2117, loss_bbox: 0.8556, loss_iou: 1.2414, d0.loss_cls: 2.3057, d0.loss_bbox: 0.8934, d0.loss_iou: 1.2767, d1.loss_cls: 2.2663, d1.loss_bbox: 0.8778, d1.loss_iou: 1.2643, d2.loss_cls: 2.2328, d2.loss_bbox: 0.8648, d2.loss_iou: 1.2516, d3.loss_cls: 2.2219, d3.loss_bbox: 0.8593, d3.loss_iou: 1.2458, d4.loss_cls: 2.2153, d4.loss_bbox: 0.8576, d4.loss_iou: 1.2434, loss: 26.1853, grad_norm: 14.6313 -2022-10-26 19:52:55,494 - mmdet - INFO - Epoch [4][1500/1849] lr: 2.000e-04, eta: 3:18:10, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 2.2114, loss_bbox: 0.8513, loss_iou: 1.2430, d0.loss_cls: 2.3092, d0.loss_bbox: 0.8885, d0.loss_iou: 1.2781, d1.loss_cls: 2.2641, d1.loss_bbox: 0.8715, d1.loss_iou: 1.2653, d2.loss_cls: 2.2355, d2.loss_bbox: 0.8602, d2.loss_iou: 1.2526, d3.loss_cls: 2.2244, d3.loss_bbox: 0.8542, d3.loss_iou: 1.2468, d4.loss_cls: 2.2173, d4.loss_bbox: 0.8515, d4.loss_iou: 1.2446, loss: 26.1696, grad_norm: 15.3992 -2022-10-26 19:53:02,305 - mmdet - INFO - Epoch [4][1550/1849] lr: 2.000e-04, eta: 3:18:02, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 2.2101, loss_bbox: 0.8550, loss_iou: 1.2366, d0.loss_cls: 2.3028, d0.loss_bbox: 0.8916, d0.loss_iou: 1.2732, d1.loss_cls: 2.2625, d1.loss_bbox: 0.8770, d1.loss_iou: 1.2598, d2.loss_cls: 2.2303, d2.loss_bbox: 0.8644, d2.loss_iou: 1.2467, d3.loss_cls: 2.2203, d3.loss_bbox: 0.8572, d3.loss_iou: 1.2392, d4.loss_cls: 2.2127, d4.loss_bbox: 0.8560, d4.loss_iou: 1.2376, loss: 26.1330, grad_norm: 13.7834 -2022-10-26 19:53:08,975 - mmdet - INFO - Epoch [4][1600/1849] lr: 2.000e-04, eta: 3:17:51, time: 0.133, data_time: 0.004, memory: 4227, loss_cls: 2.1867, loss_bbox: 0.8496, loss_iou: 1.2289, d0.loss_cls: 2.2844, d0.loss_bbox: 0.8863, d0.loss_iou: 1.2636, d1.loss_cls: 2.2442, d1.loss_bbox: 0.8721, d1.loss_iou: 1.2528, d2.loss_cls: 2.2141, d2.loss_bbox: 0.8594, d2.loss_iou: 1.2391, d3.loss_cls: 2.1993, d3.loss_bbox: 0.8529, d3.loss_iou: 1.2340, d4.loss_cls: 2.1926, d4.loss_bbox: 0.8515, d4.loss_iou: 1.2297, loss: 25.9410, grad_norm: 13.8664 -2022-10-26 19:53:15,619 - mmdet - INFO - Epoch [4][1650/1849] lr: 2.000e-04, eta: 3:17:40, time: 0.133, data_time: 0.004, memory: 4227, loss_cls: 2.1970, loss_bbox: 0.8485, loss_iou: 1.2362, d0.loss_cls: 2.2949, d0.loss_bbox: 0.8861, d0.loss_iou: 1.2713, d1.loss_cls: 2.2537, d1.loss_bbox: 0.8709, d1.loss_iou: 1.2584, d2.loss_cls: 2.2221, d2.loss_bbox: 0.8580, d2.loss_iou: 1.2449, d3.loss_cls: 2.2096, d3.loss_bbox: 0.8515, d3.loss_iou: 1.2391, d4.loss_cls: 2.2026, d4.loss_bbox: 0.8495, d4.loss_iou: 1.2378, loss: 26.0320, grad_norm: 15.9245 -2022-10-26 19:53:22,371 - mmdet - INFO - Epoch [4][1700/1849] lr: 2.000e-04, eta: 3:17:31, time: 0.135, data_time: 0.004, memory: 4227, loss_cls: 2.2076, loss_bbox: 0.8509, loss_iou: 1.2356, d0.loss_cls: 2.3062, d0.loss_bbox: 0.8887, d0.loss_iou: 1.2738, d1.loss_cls: 2.2657, d1.loss_bbox: 0.8749, d1.loss_iou: 1.2603, d2.loss_cls: 2.2319, d2.loss_bbox: 0.8610, d2.loss_iou: 1.2471, d3.loss_cls: 2.2208, d3.loss_bbox: 0.8546, d3.loss_iou: 1.2398, d4.loss_cls: 2.2118, d4.loss_bbox: 0.8520, d4.loss_iou: 1.2373, loss: 26.1200, grad_norm: 13.7641 -2022-10-26 19:53:29,344 - mmdet - INFO - Epoch [4][1750/1849] lr: 2.000e-04, eta: 3:17:24, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.1784, loss_bbox: 0.8510, loss_iou: 1.2363, d0.loss_cls: 2.2726, d0.loss_bbox: 0.8870, d0.loss_iou: 1.2699, d1.loss_cls: 2.2369, d1.loss_bbox: 0.8730, d1.loss_iou: 1.2588, d2.loss_cls: 2.2094, d2.loss_bbox: 0.8590, d2.loss_iou: 1.2450, d3.loss_cls: 2.1949, d3.loss_bbox: 0.8528, d3.loss_iou: 1.2386, d4.loss_cls: 2.1829, d4.loss_bbox: 0.8510, d4.loss_iou: 1.2368, loss: 25.9341, grad_norm: 15.0648 -2022-10-26 19:53:36,207 - mmdet - INFO - Epoch [4][1800/1849] lr: 2.000e-04, eta: 3:17:16, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.1945, loss_bbox: 0.8488, loss_iou: 1.2348, d0.loss_cls: 2.2859, d0.loss_bbox: 0.8885, d0.loss_iou: 1.2737, d1.loss_cls: 2.2517, d1.loss_bbox: 0.8719, d1.loss_iou: 1.2619, d2.loss_cls: 2.2221, d2.loss_bbox: 0.8585, d2.loss_iou: 1.2470, d3.loss_cls: 2.2092, d3.loss_bbox: 0.8521, d3.loss_iou: 1.2393, d4.loss_cls: 2.1995, d4.loss_bbox: 0.8498, d4.loss_iou: 1.2371, loss: 26.0264, grad_norm: 13.7075 -2022-10-26 19:53:43,107 - mmdet - INFO - Saving checkpoint at 4 epochs -2022-10-26 19:53:53,983 - mmdet - INFO - Epoch [5][50/1849] lr: 2.000e-04, eta: 3:16:22, time: 0.205, data_time: 0.063, memory: 4227, loss_cls: 2.1650, loss_bbox: 0.8456, loss_iou: 1.2359, d0.loss_cls: 2.2621, d0.loss_bbox: 0.8840, d0.loss_iou: 1.2717, d1.loss_cls: 2.2198, d1.loss_bbox: 0.8687, d1.loss_iou: 1.2586, d2.loss_cls: 2.1895, d2.loss_bbox: 0.8557, d2.loss_iou: 1.2463, d3.loss_cls: 2.1765, d3.loss_bbox: 0.8503, d3.loss_iou: 1.2397, d4.loss_cls: 2.1677, d4.loss_bbox: 0.8472, d4.loss_iou: 1.2368, loss: 25.8214, grad_norm: 13.6041 -2022-10-26 19:54:01,266 - mmdet - INFO - Epoch [5][100/1849] lr: 2.000e-04, eta: 3:16:20, time: 0.146, data_time: 0.004, memory: 4227, loss_cls: 2.1774, loss_bbox: 0.8446, loss_iou: 1.2326, d0.loss_cls: 2.2748, d0.loss_bbox: 0.8805, d0.loss_iou: 1.2684, d1.loss_cls: 2.2366, d1.loss_bbox: 0.8657, d1.loss_iou: 1.2560, d2.loss_cls: 2.2031, d2.loss_bbox: 0.8531, d2.loss_iou: 1.2418, d3.loss_cls: 2.1919, d3.loss_bbox: 0.8475, d3.loss_iou: 1.2357, d4.loss_cls: 2.1814, d4.loss_bbox: 0.8450, d4.loss_iou: 1.2336, loss: 25.8698, grad_norm: 15.4830 -2022-10-26 19:54:08,378 - mmdet - INFO - Epoch [5][150/1849] lr: 2.000e-04, eta: 3:16:15, time: 0.142, data_time: 0.004, memory: 4227, loss_cls: 2.1951, loss_bbox: 0.8458, loss_iou: 1.2318, d0.loss_cls: 2.2938, d0.loss_bbox: 0.8832, d0.loss_iou: 1.2717, d1.loss_cls: 2.2541, d1.loss_bbox: 0.8685, d1.loss_iou: 1.2564, d2.loss_cls: 2.2193, d2.loss_bbox: 0.8545, d2.loss_iou: 1.2425, d3.loss_cls: 2.2084, d3.loss_bbox: 0.8484, d3.loss_iou: 1.2350, d4.loss_cls: 2.1998, d4.loss_bbox: 0.8461, d4.loss_iou: 1.2330, loss: 25.9874, grad_norm: 15.5641 -2022-10-26 19:54:15,509 - mmdet - INFO - Epoch [5][200/1849] lr: 2.000e-04, eta: 3:16:10, time: 0.143, data_time: 0.004, memory: 4227, loss_cls: 2.1881, loss_bbox: 0.8473, loss_iou: 1.2307, d0.loss_cls: 2.2912, d0.loss_bbox: 0.8877, d0.loss_iou: 1.2684, d1.loss_cls: 2.2463, d1.loss_bbox: 0.8715, d1.loss_iou: 1.2545, d2.loss_cls: 2.2180, d2.loss_bbox: 0.8576, d2.loss_iou: 1.2404, d3.loss_cls: 2.2036, d3.loss_bbox: 0.8508, d3.loss_iou: 1.2342, d4.loss_cls: 2.1948, d4.loss_bbox: 0.8490, d4.loss_iou: 1.2320, loss: 25.9662, grad_norm: 14.9127 -2022-10-26 19:54:22,455 - mmdet - INFO - Epoch [5][250/1849] lr: 2.000e-04, eta: 3:16:03, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.1774, loss_bbox: 0.8429, loss_iou: 1.2296, d0.loss_cls: 2.2787, d0.loss_bbox: 0.8837, d0.loss_iou: 1.2674, d1.loss_cls: 2.2361, d1.loss_bbox: 0.8661, d1.loss_iou: 1.2547, d2.loss_cls: 2.2070, d2.loss_bbox: 0.8526, d2.loss_iou: 1.2399, d3.loss_cls: 2.1961, d3.loss_bbox: 0.8475, d3.loss_iou: 1.2327, d4.loss_cls: 2.1840, d4.loss_bbox: 0.8439, d4.loss_iou: 1.2307, loss: 25.8710, grad_norm: 14.7479 -2022-10-26 19:54:29,353 - mmdet - INFO - Epoch [5][300/1849] lr: 2.000e-04, eta: 3:15:56, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.1832, loss_bbox: 0.8399, loss_iou: 1.2287, d0.loss_cls: 2.2813, d0.loss_bbox: 0.8794, d0.loss_iou: 1.2664, d1.loss_cls: 2.2383, d1.loss_bbox: 0.8635, d1.loss_iou: 1.2521, d2.loss_cls: 2.2096, d2.loss_bbox: 0.8504, d2.loss_iou: 1.2383, d3.loss_cls: 2.1968, d3.loss_bbox: 0.8443, d3.loss_iou: 1.2327, d4.loss_cls: 2.1860, d4.loss_bbox: 0.8418, d4.loss_iou: 1.2301, loss: 25.8627, grad_norm: 14.9955 -2022-10-26 19:54:36,124 - mmdet - INFO - Epoch [5][350/1849] lr: 2.000e-04, eta: 3:15:47, time: 0.135, data_time: 0.005, memory: 4227, loss_cls: 2.1800, loss_bbox: 0.8452, loss_iou: 1.2331, d0.loss_cls: 2.2769, d0.loss_bbox: 0.8840, d0.loss_iou: 1.2711, d1.loss_cls: 2.2407, d1.loss_bbox: 0.8674, d1.loss_iou: 1.2585, d2.loss_cls: 2.2091, d2.loss_bbox: 0.8554, d2.loss_iou: 1.2431, d3.loss_cls: 2.1950, d3.loss_bbox: 0.8488, d3.loss_iou: 1.2365, d4.loss_cls: 2.1842, d4.loss_bbox: 0.8462, d4.loss_iou: 1.2348, loss: 25.9100, grad_norm: 15.5289 -2022-10-26 19:54:43,080 - mmdet - INFO - Epoch [5][400/1849] lr: 2.000e-04, eta: 3:15:40, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.1678, loss_bbox: 0.8446, loss_iou: 1.2270, d0.loss_cls: 2.2617, d0.loss_bbox: 0.8837, d0.loss_iou: 1.2656, d1.loss_cls: 2.2278, d1.loss_bbox: 0.8679, d1.loss_iou: 1.2521, d2.loss_cls: 2.1959, d2.loss_bbox: 0.8543, d2.loss_iou: 1.2374, d3.loss_cls: 2.1828, d3.loss_bbox: 0.8482, d3.loss_iou: 1.2308, d4.loss_cls: 2.1719, d4.loss_bbox: 0.8458, d4.loss_iou: 1.2290, loss: 25.7941, grad_norm: 14.5904 -2022-10-26 19:54:50,100 - mmdet - INFO - Epoch [5][450/1849] lr: 2.000e-04, eta: 3:15:34, time: 0.140, data_time: 0.004, memory: 4227, loss_cls: 2.1716, loss_bbox: 0.8415, loss_iou: 1.2259, d0.loss_cls: 2.2630, d0.loss_bbox: 0.8805, d0.loss_iou: 1.2664, d1.loss_cls: 2.2301, d1.loss_bbox: 0.8626, d1.loss_iou: 1.2501, d2.loss_cls: 2.1955, d2.loss_bbox: 0.8511, d2.loss_iou: 1.2364, d3.loss_cls: 2.1841, d3.loss_bbox: 0.8448, d3.loss_iou: 1.2301, d4.loss_cls: 2.1757, d4.loss_bbox: 0.8426, d4.loss_iou: 1.2276, loss: 25.7796, grad_norm: 14.0684 -2022-10-26 19:54:56,860 - mmdet - INFO - Epoch [5][500/1849] lr: 2.000e-04, eta: 3:15:26, time: 0.135, data_time: 0.004, memory: 4227, loss_cls: 2.1857, loss_bbox: 0.8443, loss_iou: 1.2291, d0.loss_cls: 2.2809, d0.loss_bbox: 0.8840, d0.loss_iou: 1.2667, d1.loss_cls: 2.2430, d1.loss_bbox: 0.8681, d1.loss_iou: 1.2541, d2.loss_cls: 2.2125, d2.loss_bbox: 0.8548, d2.loss_iou: 1.2393, d3.loss_cls: 2.2031, d3.loss_bbox: 0.8479, d3.loss_iou: 1.2342, d4.loss_cls: 2.1905, d4.loss_bbox: 0.8451, d4.loss_iou: 1.2309, loss: 25.9141, grad_norm: 16.4777 -2022-10-26 19:55:03,597 - mmdet - INFO - Epoch [5][550/1849] lr: 2.000e-04, eta: 3:15:16, time: 0.135, data_time: 0.004, memory: 4227, loss_cls: 2.1675, loss_bbox: 0.8427, loss_iou: 1.2301, d0.loss_cls: 2.2658, d0.loss_bbox: 0.8804, d0.loss_iou: 1.2675, d1.loss_cls: 2.2268, d1.loss_bbox: 0.8641, d1.loss_iou: 1.2543, d2.loss_cls: 2.1952, d2.loss_bbox: 0.8514, d2.loss_iou: 1.2403, d3.loss_cls: 2.1819, d3.loss_bbox: 0.8447, d3.loss_iou: 1.2333, d4.loss_cls: 2.1710, d4.loss_bbox: 0.8434, d4.loss_iou: 1.2318, loss: 25.7923, grad_norm: 13.2374 -2022-10-26 19:55:10,494 - mmdet - INFO - Epoch [5][600/1849] lr: 2.000e-04, eta: 3:15:09, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.1612, loss_bbox: 0.8400, loss_iou: 1.2245, d0.loss_cls: 2.2577, d0.loss_bbox: 0.8780, d0.loss_iou: 1.2628, d1.loss_cls: 2.2214, d1.loss_bbox: 0.8628, d1.loss_iou: 1.2503, d2.loss_cls: 2.1879, d2.loss_bbox: 0.8510, d2.loss_iou: 1.2361, d3.loss_cls: 2.1726, d3.loss_bbox: 0.8444, d3.loss_iou: 1.2288, d4.loss_cls: 2.1640, d4.loss_bbox: 0.8409, d4.loss_iou: 1.2268, loss: 25.7110, grad_norm: 14.4174 -2022-10-26 19:55:17,486 - mmdet - INFO - Epoch [5][650/1849] lr: 2.000e-04, eta: 3:15:03, time: 0.140, data_time: 0.005, memory: 4227, loss_cls: 2.1910, loss_bbox: 0.8377, loss_iou: 1.2299, d0.loss_cls: 2.2838, d0.loss_bbox: 0.8756, d0.loss_iou: 1.2661, d1.loss_cls: 2.2467, d1.loss_bbox: 0.8604, d1.loss_iou: 1.2544, d2.loss_cls: 2.2152, d2.loss_bbox: 0.8469, d2.loss_iou: 1.2407, d3.loss_cls: 2.2036, d3.loss_bbox: 0.8408, d3.loss_iou: 1.2338, d4.loss_cls: 2.1953, d4.loss_bbox: 0.8390, d4.loss_iou: 1.2313, loss: 25.8921, grad_norm: 15.0745 -2022-10-26 19:55:24,175 - mmdet - INFO - Epoch [5][700/1849] lr: 2.000e-04, eta: 3:14:53, time: 0.134, data_time: 0.005, memory: 4227, loss_cls: 2.1773, loss_bbox: 0.8435, loss_iou: 1.2290, d0.loss_cls: 2.2760, d0.loss_bbox: 0.8829, d0.loss_iou: 1.2672, d1.loss_cls: 2.2353, d1.loss_bbox: 0.8676, d1.loss_iou: 1.2550, d2.loss_cls: 2.2046, d2.loss_bbox: 0.8531, d2.loss_iou: 1.2399, d3.loss_cls: 2.1913, d3.loss_bbox: 0.8471, d3.loss_iou: 1.2327, d4.loss_cls: 2.1816, d4.loss_bbox: 0.8447, d4.loss_iou: 1.2302, loss: 25.8590, grad_norm: 16.5444 -2022-10-26 19:55:30,978 - mmdet - INFO - Epoch [5][750/1849] lr: 2.000e-04, eta: 3:14:45, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 2.1660, loss_bbox: 0.8403, loss_iou: 1.2269, d0.loss_cls: 2.2673, d0.loss_bbox: 0.8797, d0.loss_iou: 1.2658, d1.loss_cls: 2.2258, d1.loss_bbox: 0.8645, d1.loss_iou: 1.2523, d2.loss_cls: 2.1943, d2.loss_bbox: 0.8518, d2.loss_iou: 1.2382, d3.loss_cls: 2.1816, d3.loss_bbox: 0.8443, d3.loss_iou: 1.2310, d4.loss_cls: 2.1702, d4.loss_bbox: 0.8415, d4.loss_iou: 1.2283, loss: 25.7697, grad_norm: 13.3615 -2022-10-26 19:55:37,691 - mmdet - INFO - Epoch [5][800/1849] lr: 2.000e-04, eta: 3:14:36, time: 0.134, data_time: 0.005, memory: 4227, loss_cls: 2.1749, loss_bbox: 0.8407, loss_iou: 1.2314, d0.loss_cls: 2.2724, d0.loss_bbox: 0.8786, d0.loss_iou: 1.2683, d1.loss_cls: 2.2270, d1.loss_bbox: 0.8637, d1.loss_iou: 1.2568, d2.loss_cls: 2.1980, d2.loss_bbox: 0.8510, d2.loss_iou: 1.2429, d3.loss_cls: 2.1869, d3.loss_bbox: 0.8447, d3.loss_iou: 1.2358, d4.loss_cls: 2.1788, d4.loss_bbox: 0.8418, d4.loss_iou: 1.2331, loss: 25.8267, grad_norm: 13.8603 -2022-10-26 19:55:44,345 - mmdet - INFO - Epoch [5][850/1849] lr: 2.000e-04, eta: 3:14:26, time: 0.133, data_time: 0.004, memory: 4227, loss_cls: 2.1699, loss_bbox: 0.8436, loss_iou: 1.2236, d0.loss_cls: 2.2651, d0.loss_bbox: 0.8843, d0.loss_iou: 1.2595, d1.loss_cls: 2.2292, d1.loss_bbox: 0.8681, d1.loss_iou: 1.2492, d2.loss_cls: 2.1991, d2.loss_bbox: 0.8548, d2.loss_iou: 1.2350, d3.loss_cls: 2.1848, d3.loss_bbox: 0.8477, d3.loss_iou: 1.2279, d4.loss_cls: 2.1764, d4.loss_bbox: 0.8450, d4.loss_iou: 1.2253, loss: 25.7884, grad_norm: 13.8066 -2022-10-26 19:55:51,117 - mmdet - INFO - Epoch [5][900/1849] lr: 2.000e-04, eta: 3:14:18, time: 0.135, data_time: 0.004, memory: 4227, loss_cls: 2.1728, loss_bbox: 0.8394, loss_iou: 1.2229, d0.loss_cls: 2.2697, d0.loss_bbox: 0.8787, d0.loss_iou: 1.2625, d1.loss_cls: 2.2260, d1.loss_bbox: 0.8627, d1.loss_iou: 1.2488, d2.loss_cls: 2.1991, d2.loss_bbox: 0.8499, d2.loss_iou: 1.2346, d3.loss_cls: 2.1892, d3.loss_bbox: 0.8426, d3.loss_iou: 1.2266, d4.loss_cls: 2.1778, d4.loss_bbox: 0.8411, d4.loss_iou: 1.2247, loss: 25.7690, grad_norm: 15.4045 -2022-10-26 19:55:57,923 - mmdet - INFO - Epoch [5][950/1849] lr: 2.000e-04, eta: 3:14:09, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 2.1660, loss_bbox: 0.8424, loss_iou: 1.2250, d0.loss_cls: 2.2625, d0.loss_bbox: 0.8816, d0.loss_iou: 1.2626, d1.loss_cls: 2.2275, d1.loss_bbox: 0.8661, d1.loss_iou: 1.2495, d2.loss_cls: 2.1949, d2.loss_bbox: 0.8535, d2.loss_iou: 1.2353, d3.loss_cls: 2.1815, d3.loss_bbox: 0.8465, d3.loss_iou: 1.2296, d4.loss_cls: 2.1691, d4.loss_bbox: 0.8447, d4.loss_iou: 1.2269, loss: 25.7652, grad_norm: 13.9070 -2022-10-26 19:56:04,948 - mmdet - INFO - Epoch [5][1000/1849] lr: 2.000e-04, eta: 3:14:04, time: 0.141, data_time: 0.004, memory: 4227, loss_cls: 2.1764, loss_bbox: 0.8395, loss_iou: 1.2249, d0.loss_cls: 2.2692, d0.loss_bbox: 0.8781, d0.loss_iou: 1.2620, d1.loss_cls: 2.2299, d1.loss_bbox: 0.8627, d1.loss_iou: 1.2505, d2.loss_cls: 2.2013, d2.loss_bbox: 0.8497, d2.loss_iou: 1.2353, d3.loss_cls: 2.1891, d3.loss_bbox: 0.8428, d3.loss_iou: 1.2286, d4.loss_cls: 2.1787, d4.loss_bbox: 0.8413, d4.loss_iou: 1.2262, loss: 25.7862, grad_norm: 15.7348 -2022-10-26 19:56:12,098 - mmdet - INFO - Epoch [5][1050/1849] lr: 2.000e-04, eta: 3:13:59, time: 0.143, data_time: 0.004, memory: 4227, loss_cls: 2.1539, loss_bbox: 0.8354, loss_iou: 1.2225, d0.loss_cls: 2.2465, d0.loss_bbox: 0.8744, d0.loss_iou: 1.2618, d1.loss_cls: 2.2092, d1.loss_bbox: 0.8588, d1.loss_iou: 1.2495, d2.loss_cls: 2.1792, d2.loss_bbox: 0.8450, d2.loss_iou: 1.2343, d3.loss_cls: 2.1656, d3.loss_bbox: 0.8381, d3.loss_iou: 1.2269, d4.loss_cls: 2.1579, d4.loss_bbox: 0.8356, d4.loss_iou: 1.2240, loss: 25.6185, grad_norm: 14.0551 -2022-10-26 19:56:19,209 - mmdet - INFO - Epoch [5][1100/1849] lr: 2.000e-04, eta: 3:13:54, time: 0.142, data_time: 0.004, memory: 4227, loss_cls: 2.1481, loss_bbox: 0.8404, loss_iou: 1.2221, d0.loss_cls: 2.2473, d0.loss_bbox: 0.8777, d0.loss_iou: 1.2619, d1.loss_cls: 2.2072, d1.loss_bbox: 0.8629, d1.loss_iou: 1.2488, d2.loss_cls: 2.1768, d2.loss_bbox: 0.8502, d2.loss_iou: 1.2346, d3.loss_cls: 2.1645, d3.loss_bbox: 0.8438, d3.loss_iou: 1.2272, d4.loss_cls: 2.1541, d4.loss_bbox: 0.8407, d4.loss_iou: 1.2243, loss: 25.6325, grad_norm: 14.5909 -2022-10-26 19:56:25,919 - mmdet - INFO - Epoch [5][1150/1849] lr: 2.000e-04, eta: 3:13:45, time: 0.134, data_time: 0.005, memory: 4227, loss_cls: 2.1547, loss_bbox: 0.8402, loss_iou: 1.2235, d0.loss_cls: 2.2541, d0.loss_bbox: 0.8804, d0.loss_iou: 1.2620, d1.loss_cls: 2.2155, d1.loss_bbox: 0.8639, d1.loss_iou: 1.2488, d2.loss_cls: 2.1847, d2.loss_bbox: 0.8515, d2.loss_iou: 1.2339, d3.loss_cls: 2.1724, d3.loss_bbox: 0.8444, d3.loss_iou: 1.2276, d4.loss_cls: 2.1639, d4.loss_bbox: 0.8418, d4.loss_iou: 1.2247, loss: 25.6878, grad_norm: 14.7467 -2022-10-26 19:56:32,731 - mmdet - INFO - Epoch [5][1200/1849] lr: 2.000e-04, eta: 3:13:37, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 2.1575, loss_bbox: 0.8350, loss_iou: 1.2209, d0.loss_cls: 2.2516, d0.loss_bbox: 0.8737, d0.loss_iou: 1.2593, d1.loss_cls: 2.2142, d1.loss_bbox: 0.8580, d1.loss_iou: 1.2460, d2.loss_cls: 2.1817, d2.loss_bbox: 0.8451, d2.loss_iou: 1.2324, d3.loss_cls: 2.1707, d3.loss_bbox: 0.8382, d3.loss_iou: 1.2257, d4.loss_cls: 2.1626, d4.loss_bbox: 0.8363, d4.loss_iou: 1.2230, loss: 25.6319, grad_norm: 14.4001 -2022-10-26 19:56:39,511 - mmdet - INFO - Epoch [5][1250/1849] lr: 2.000e-04, eta: 3:13:28, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 2.1664, loss_bbox: 0.8431, loss_iou: 1.2244, d0.loss_cls: 2.2641, d0.loss_bbox: 0.8818, d0.loss_iou: 1.2614, d1.loss_cls: 2.2222, d1.loss_bbox: 0.8654, d1.loss_iou: 1.2497, d2.loss_cls: 2.1936, d2.loss_bbox: 0.8528, d2.loss_iou: 1.2347, d3.loss_cls: 2.1806, d3.loss_bbox: 0.8470, d3.loss_iou: 1.2281, d4.loss_cls: 2.1711, d4.loss_bbox: 0.8447, d4.loss_iou: 1.2253, loss: 25.7562, grad_norm: 14.5303 -2022-10-26 19:56:46,539 - mmdet - INFO - Epoch [5][1300/1849] lr: 2.000e-04, eta: 3:13:22, time: 0.140, data_time: 0.004, memory: 4227, loss_cls: 2.1606, loss_bbox: 0.8375, loss_iou: 1.2184, d0.loss_cls: 2.2529, d0.loss_bbox: 0.8752, d0.loss_iou: 1.2571, d1.loss_cls: 2.2218, d1.loss_bbox: 0.8600, d1.loss_iou: 1.2439, d2.loss_cls: 2.1895, d2.loss_bbox: 0.8471, d2.loss_iou: 1.2302, d3.loss_cls: 2.1726, d3.loss_bbox: 0.8410, d3.loss_iou: 1.2237, d4.loss_cls: 2.1651, d4.loss_bbox: 0.8388, d4.loss_iou: 1.2210, loss: 25.6563, grad_norm: 16.2485 -2022-10-26 19:56:53,461 - mmdet - INFO - Epoch [5][1350/1849] lr: 2.000e-04, eta: 3:13:15, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.1569, loss_bbox: 0.8343, loss_iou: 1.2123, d0.loss_cls: 2.2530, d0.loss_bbox: 0.8748, d0.loss_iou: 1.2510, d1.loss_cls: 2.2127, d1.loss_bbox: 0.8587, d1.loss_iou: 1.2384, d2.loss_cls: 2.1817, d2.loss_bbox: 0.8449, d2.loss_iou: 1.2242, d3.loss_cls: 2.1696, d3.loss_bbox: 0.8374, d3.loss_iou: 1.2156, d4.loss_cls: 2.1590, d4.loss_bbox: 0.8351, d4.loss_iou: 1.2127, loss: 25.5725, grad_norm: 15.0937 -2022-10-26 19:57:00,143 - mmdet - INFO - Epoch [5][1400/1849] lr: 2.000e-04, eta: 3:13:06, time: 0.134, data_time: 0.004, memory: 4227, loss_cls: 2.1763, loss_bbox: 0.8320, loss_iou: 1.2198, d0.loss_cls: 2.2729, d0.loss_bbox: 0.8740, d0.loss_iou: 1.2601, d1.loss_cls: 2.2324, d1.loss_bbox: 0.8554, d1.loss_iou: 1.2457, d2.loss_cls: 2.2028, d2.loss_bbox: 0.8416, d2.loss_iou: 1.2312, d3.loss_cls: 2.1879, d3.loss_bbox: 0.8354, d3.loss_iou: 1.2237, d4.loss_cls: 2.1801, d4.loss_bbox: 0.8324, d4.loss_iou: 1.2210, loss: 25.7247, grad_norm: 13.3724 -2022-10-26 19:57:07,154 - mmdet - INFO - Epoch [5][1450/1849] lr: 2.000e-04, eta: 3:13:00, time: 0.140, data_time: 0.004, memory: 4227, loss_cls: 2.1709, loss_bbox: 0.8358, loss_iou: 1.2166, d0.loss_cls: 2.2657, d0.loss_bbox: 0.8740, d0.loss_iou: 1.2553, d1.loss_cls: 2.2280, d1.loss_bbox: 0.8596, d1.loss_iou: 1.2453, d2.loss_cls: 2.1965, d2.loss_bbox: 0.8468, d2.loss_iou: 1.2300, d3.loss_cls: 2.1826, d3.loss_bbox: 0.8399, d3.loss_iou: 1.2220, d4.loss_cls: 2.1752, d4.loss_bbox: 0.8367, d4.loss_iou: 1.2194, loss: 25.7004, grad_norm: 13.3199 -2022-10-26 19:57:14,016 - mmdet - INFO - Epoch [5][1500/1849] lr: 2.000e-04, eta: 3:12:52, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.1564, loss_bbox: 0.8340, loss_iou: 1.2190, d0.loss_cls: 2.2497, d0.loss_bbox: 0.8708, d0.loss_iou: 1.2587, d1.loss_cls: 2.2122, d1.loss_bbox: 0.8571, d1.loss_iou: 1.2459, d2.loss_cls: 2.1828, d2.loss_bbox: 0.8439, d2.loss_iou: 1.2303, d3.loss_cls: 2.1712, d3.loss_bbox: 0.8374, d3.loss_iou: 1.2243, d4.loss_cls: 2.1606, d4.loss_bbox: 0.8347, d4.loss_iou: 1.2208, loss: 25.6098, grad_norm: 14.1503 -2022-10-26 19:57:20,818 - mmdet - INFO - Epoch [5][1550/1849] lr: 2.000e-04, eta: 3:12:44, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 2.1705, loss_bbox: 0.8378, loss_iou: 1.2244, d0.loss_cls: 2.2647, d0.loss_bbox: 0.8773, d0.loss_iou: 1.2627, d1.loss_cls: 2.2255, d1.loss_bbox: 0.8607, d1.loss_iou: 1.2510, d2.loss_cls: 2.1973, d2.loss_bbox: 0.8468, d2.loss_iou: 1.2358, d3.loss_cls: 2.1854, d3.loss_bbox: 0.8411, d3.loss_iou: 1.2288, d4.loss_cls: 2.1757, d4.loss_bbox: 0.8389, d4.loss_iou: 1.2251, loss: 25.7494, grad_norm: 14.8644 -2022-10-26 19:57:27,645 - mmdet - INFO - Epoch [5][1600/1849] lr: 2.000e-04, eta: 3:12:37, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.1627, loss_bbox: 0.8332, loss_iou: 1.2159, d0.loss_cls: 2.2608, d0.loss_bbox: 0.8733, d0.loss_iou: 1.2549, d1.loss_cls: 2.2257, d1.loss_bbox: 0.8586, d1.loss_iou: 1.2422, d2.loss_cls: 2.1962, d2.loss_bbox: 0.8434, d2.loss_iou: 1.2270, d3.loss_cls: 2.1808, d3.loss_bbox: 0.8369, d3.loss_iou: 1.2211, d4.loss_cls: 2.1692, d4.loss_bbox: 0.8338, d4.loss_iou: 1.2178, loss: 25.6535, grad_norm: 15.3198 -2022-10-26 19:57:34,641 - mmdet - INFO - Epoch [5][1650/1849] lr: 2.000e-04, eta: 3:12:30, time: 0.140, data_time: 0.004, memory: 4227, loss_cls: 2.1605, loss_bbox: 0.8352, loss_iou: 1.2178, d0.loss_cls: 2.2551, d0.loss_bbox: 0.8754, d0.loss_iou: 1.2557, d1.loss_cls: 2.2156, d1.loss_bbox: 0.8589, d1.loss_iou: 1.2437, d2.loss_cls: 2.1881, d2.loss_bbox: 0.8463, d2.loss_iou: 1.2295, d3.loss_cls: 2.1739, d3.loss_bbox: 0.8400, d3.loss_iou: 1.2217, d4.loss_cls: 2.1643, d4.loss_bbox: 0.8372, d4.loss_iou: 1.2190, loss: 25.6380, grad_norm: 14.6990 -2022-10-26 19:57:41,624 - mmdet - INFO - Epoch [5][1700/1849] lr: 2.000e-04, eta: 3:12:24, time: 0.140, data_time: 0.004, memory: 4227, loss_cls: 2.1572, loss_bbox: 0.8394, loss_iou: 1.2237, d0.loss_cls: 2.2506, d0.loss_bbox: 0.8767, d0.loss_iou: 1.2609, d1.loss_cls: 2.2096, d1.loss_bbox: 0.8622, d1.loss_iou: 1.2491, d2.loss_cls: 2.1825, d2.loss_bbox: 0.8483, d2.loss_iou: 1.2337, d3.loss_cls: 2.1716, d3.loss_bbox: 0.8424, d3.loss_iou: 1.2274, d4.loss_cls: 2.1633, d4.loss_bbox: 0.8399, d4.loss_iou: 1.2249, loss: 25.6635, grad_norm: 14.9876 -2022-10-26 19:57:48,591 - mmdet - INFO - Epoch [5][1750/1849] lr: 2.000e-04, eta: 3:12:17, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.1650, loss_bbox: 0.8316, loss_iou: 1.2151, d0.loss_cls: 2.2601, d0.loss_bbox: 0.8721, d0.loss_iou: 1.2559, d1.loss_cls: 2.2212, d1.loss_bbox: 0.8564, d1.loss_iou: 1.2422, d2.loss_cls: 2.1915, d2.loss_bbox: 0.8428, d2.loss_iou: 1.2271, d3.loss_cls: 2.1768, d3.loss_bbox: 0.8359, d3.loss_iou: 1.2203, d4.loss_cls: 2.1687, d4.loss_bbox: 0.8327, d4.loss_iou: 1.2166, loss: 25.6319, grad_norm: 15.4238 -2022-10-26 19:57:55,291 - mmdet - INFO - Epoch [5][1800/1849] lr: 2.000e-04, eta: 3:12:08, time: 0.134, data_time: 0.004, memory: 4227, loss_cls: 2.1477, loss_bbox: 0.8340, loss_iou: 1.2215, d0.loss_cls: 2.2428, d0.loss_bbox: 0.8746, d0.loss_iou: 1.2610, d1.loss_cls: 2.2031, d1.loss_bbox: 0.8579, d1.loss_iou: 1.2479, d2.loss_cls: 2.1745, d2.loss_bbox: 0.8447, d2.loss_iou: 1.2334, d3.loss_cls: 2.1629, d3.loss_bbox: 0.8386, d3.loss_iou: 1.2262, d4.loss_cls: 2.1504, d4.loss_bbox: 0.8348, d4.loss_iou: 1.2236, loss: 25.5798, grad_norm: 14.9876 -2022-10-26 19:58:02,145 - mmdet - INFO - Saving checkpoint at 5 epochs -2022-10-26 19:58:12,890 - mmdet - INFO - Epoch [6][50/1849] lr: 2.000e-04, eta: 3:11:22, time: 0.202, data_time: 0.063, memory: 4227, loss_cls: 2.1497, loss_bbox: 0.8329, loss_iou: 1.2133, d0.loss_cls: 2.2465, d0.loss_bbox: 0.8721, d0.loss_iou: 1.2518, d1.loss_cls: 2.2069, d1.loss_bbox: 0.8576, d1.loss_iou: 1.2390, d2.loss_cls: 2.1751, d2.loss_bbox: 0.8424, d2.loss_iou: 1.2238, d3.loss_cls: 2.1649, d3.loss_bbox: 0.8364, d3.loss_iou: 1.2176, d4.loss_cls: 2.1553, d4.loss_bbox: 0.8340, d4.loss_iou: 1.2145, loss: 25.5341, grad_norm: 15.2222 -2022-10-26 19:58:20,260 - mmdet - INFO - Epoch [6][100/1849] lr: 2.000e-04, eta: 3:11:20, time: 0.147, data_time: 0.005, memory: 4227, loss_cls: 2.1425, loss_bbox: 0.8303, loss_iou: 1.2165, d0.loss_cls: 2.2396, d0.loss_bbox: 0.8706, d0.loss_iou: 1.2562, d1.loss_cls: 2.2009, d1.loss_bbox: 0.8544, d1.loss_iou: 1.2420, d2.loss_cls: 2.1713, d2.loss_bbox: 0.8408, d2.loss_iou: 1.2281, d3.loss_cls: 2.1572, d3.loss_bbox: 0.8338, d3.loss_iou: 1.2207, d4.loss_cls: 2.1480, d4.loss_bbox: 0.8308, d4.loss_iou: 1.2181, loss: 25.5016, grad_norm: 13.5893 -2022-10-26 19:58:27,428 - mmdet - INFO - Epoch [6][150/1849] lr: 2.000e-04, eta: 3:11:15, time: 0.143, data_time: 0.005, memory: 4227, loss_cls: 2.1569, loss_bbox: 0.8353, loss_iou: 1.2184, d0.loss_cls: 2.2551, d0.loss_bbox: 0.8754, d0.loss_iou: 1.2597, d1.loss_cls: 2.2125, d1.loss_bbox: 0.8602, d1.loss_iou: 1.2451, d2.loss_cls: 2.1828, d2.loss_bbox: 0.8465, d2.loss_iou: 1.2300, d3.loss_cls: 2.1729, d3.loss_bbox: 0.8390, d3.loss_iou: 1.2232, d4.loss_cls: 2.1613, d4.loss_bbox: 0.8363, d4.loss_iou: 1.2200, loss: 25.6306, grad_norm: 14.0031 -2022-10-26 19:58:34,455 - mmdet - INFO - Epoch [6][200/1849] lr: 2.000e-04, eta: 3:11:09, time: 0.141, data_time: 0.005, memory: 4227, loss_cls: 2.1519, loss_bbox: 0.8389, loss_iou: 1.2178, d0.loss_cls: 2.2442, d0.loss_bbox: 0.8768, d0.loss_iou: 1.2566, d1.loss_cls: 2.2070, d1.loss_bbox: 0.8610, d1.loss_iou: 1.2432, d2.loss_cls: 2.1797, d2.loss_bbox: 0.8482, d2.loss_iou: 1.2281, d3.loss_cls: 2.1652, d3.loss_bbox: 0.8419, d3.loss_iou: 1.2222, d4.loss_cls: 2.1540, d4.loss_bbox: 0.8394, d4.loss_iou: 1.2194, loss: 25.5955, grad_norm: 14.7757 -2022-10-26 19:58:41,413 - mmdet - INFO - Epoch [6][250/1849] lr: 2.000e-04, eta: 3:11:03, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.1511, loss_bbox: 0.8324, loss_iou: 1.2174, d0.loss_cls: 2.2514, d0.loss_bbox: 0.8738, d0.loss_iou: 1.2572, d1.loss_cls: 2.2088, d1.loss_bbox: 0.8560, d1.loss_iou: 1.2446, d2.loss_cls: 2.1798, d2.loss_bbox: 0.8436, d2.loss_iou: 1.2286, d3.loss_cls: 2.1689, d3.loss_bbox: 0.8371, d3.loss_iou: 1.2220, d4.loss_cls: 2.1561, d4.loss_bbox: 0.8340, d4.loss_iou: 1.2193, loss: 25.5822, grad_norm: 14.2288 -2022-10-26 19:58:48,555 - mmdet - INFO - Epoch [6][300/1849] lr: 2.000e-04, eta: 3:10:58, time: 0.143, data_time: 0.005, memory: 4227, loss_cls: 2.1308, loss_bbox: 0.8248, loss_iou: 1.2094, d0.loss_cls: 2.2287, d0.loss_bbox: 0.8653, d0.loss_iou: 1.2508, d1.loss_cls: 2.1916, d1.loss_bbox: 0.8487, d1.loss_iou: 1.2371, d2.loss_cls: 2.1595, d2.loss_bbox: 0.8356, d2.loss_iou: 1.2220, d3.loss_cls: 2.1463, d3.loss_bbox: 0.8284, d3.loss_iou: 1.2159, d4.loss_cls: 2.1368, d4.loss_bbox: 0.8261, d4.loss_iou: 1.2113, loss: 25.3691, grad_norm: 14.8054 -2022-10-26 19:58:55,600 - mmdet - INFO - Epoch [6][350/1849] lr: 2.000e-04, eta: 3:10:52, time: 0.141, data_time: 0.005, memory: 4227, loss_cls: 2.1375, loss_bbox: 0.8319, loss_iou: 1.2151, d0.loss_cls: 2.2351, d0.loss_bbox: 0.8725, d0.loss_iou: 1.2544, d1.loss_cls: 2.1990, d1.loss_bbox: 0.8564, d1.loss_iou: 1.2424, d2.loss_cls: 2.1680, d2.loss_bbox: 0.8416, d2.loss_iou: 1.2262, d3.loss_cls: 2.1548, d3.loss_bbox: 0.8358, d3.loss_iou: 1.2187, d4.loss_cls: 2.1431, d4.loss_bbox: 0.8334, d4.loss_iou: 1.2167, loss: 25.4826, grad_norm: 15.5806 -2022-10-26 19:59:02,575 - mmdet - INFO - Epoch [6][400/1849] lr: 2.000e-04, eta: 3:10:46, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.1414, loss_bbox: 0.8320, loss_iou: 1.2128, d0.loss_cls: 2.2408, d0.loss_bbox: 0.8723, d0.loss_iou: 1.2535, d1.loss_cls: 2.2039, d1.loss_bbox: 0.8564, d1.loss_iou: 1.2416, d2.loss_cls: 2.1717, d2.loss_bbox: 0.8428, d2.loss_iou: 1.2251, d3.loss_cls: 2.1581, d3.loss_bbox: 0.8356, d3.loss_iou: 1.2178, d4.loss_cls: 2.1455, d4.loss_bbox: 0.8338, d4.loss_iou: 1.2146, loss: 25.4997, grad_norm: 14.4849 -2022-10-26 19:59:09,625 - mmdet - INFO - Epoch [6][450/1849] lr: 2.000e-04, eta: 3:10:40, time: 0.141, data_time: 0.005, memory: 4227, loss_cls: 2.1252, loss_bbox: 0.8302, loss_iou: 1.2140, d0.loss_cls: 2.2214, d0.loss_bbox: 0.8707, d0.loss_iou: 1.2560, d1.loss_cls: 2.1853, d1.loss_bbox: 0.8543, d1.loss_iou: 1.2417, d2.loss_cls: 2.1557, d2.loss_bbox: 0.8413, d2.loss_iou: 1.2264, d3.loss_cls: 2.1414, d3.loss_bbox: 0.8342, d3.loss_iou: 1.2184, d4.loss_cls: 2.1289, d4.loss_bbox: 0.8315, d4.loss_iou: 1.2155, loss: 25.3920, grad_norm: 14.1827 -2022-10-26 19:59:16,465 - mmdet - INFO - Epoch [6][500/1849] lr: 2.000e-04, eta: 3:10:32, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.1330, loss_bbox: 0.8292, loss_iou: 1.2148, d0.loss_cls: 2.2318, d0.loss_bbox: 0.8711, d0.loss_iou: 1.2572, d1.loss_cls: 2.1915, d1.loss_bbox: 0.8545, d1.loss_iou: 1.2427, d2.loss_cls: 2.1614, d2.loss_bbox: 0.8403, d2.loss_iou: 1.2274, d3.loss_cls: 2.1494, d3.loss_bbox: 0.8342, d3.loss_iou: 1.2197, d4.loss_cls: 2.1360, d4.loss_bbox: 0.8307, d4.loss_iou: 1.2181, loss: 25.4431, grad_norm: 15.2732 -2022-10-26 19:59:23,399 - mmdet - INFO - Epoch [6][550/1849] lr: 2.000e-04, eta: 3:10:26, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.1422, loss_bbox: 0.8314, loss_iou: 1.2146, d0.loss_cls: 2.2413, d0.loss_bbox: 0.8731, d0.loss_iou: 1.2542, d1.loss_cls: 2.2019, d1.loss_bbox: 0.8560, d1.loss_iou: 1.2411, d2.loss_cls: 2.1705, d2.loss_bbox: 0.8421, d2.loss_iou: 1.2258, d3.loss_cls: 2.1584, d3.loss_bbox: 0.8364, d3.loss_iou: 1.2184, d4.loss_cls: 2.1492, d4.loss_bbox: 0.8333, d4.loss_iou: 1.2160, loss: 25.5059, grad_norm: 14.7272 -2022-10-26 19:59:30,288 - mmdet - INFO - Epoch [6][600/1849] lr: 2.000e-04, eta: 3:10:19, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.1295, loss_bbox: 0.8321, loss_iou: 1.2130, d0.loss_cls: 2.2258, d0.loss_bbox: 0.8723, d0.loss_iou: 1.2551, d1.loss_cls: 2.1876, d1.loss_bbox: 0.8564, d1.loss_iou: 1.2399, d2.loss_cls: 2.1564, d2.loss_bbox: 0.8415, d2.loss_iou: 1.2257, d3.loss_cls: 2.1441, d3.loss_bbox: 0.8350, d3.loss_iou: 1.2185, d4.loss_cls: 2.1334, d4.loss_bbox: 0.8330, d4.loss_iou: 1.2150, loss: 25.4143, grad_norm: 15.1805 -2022-10-26 19:59:37,334 - mmdet - INFO - Epoch [6][650/1849] lr: 2.000e-04, eta: 3:10:13, time: 0.141, data_time: 0.005, memory: 4227, loss_cls: 2.1394, loss_bbox: 0.8261, loss_iou: 1.2096, d0.loss_cls: 2.2320, d0.loss_bbox: 0.8680, d0.loss_iou: 1.2499, d1.loss_cls: 2.1958, d1.loss_bbox: 0.8522, d1.loss_iou: 1.2385, d2.loss_cls: 2.1673, d2.loss_bbox: 0.8365, d2.loss_iou: 1.2224, d3.loss_cls: 2.1545, d3.loss_bbox: 0.8299, d3.loss_iou: 1.2139, d4.loss_cls: 2.1430, d4.loss_bbox: 0.8274, d4.loss_iou: 1.2110, loss: 25.4175, grad_norm: 15.0713 -2022-10-26 19:59:44,107 - mmdet - INFO - Epoch [6][700/1849] lr: 2.000e-04, eta: 3:10:05, time: 0.135, data_time: 0.005, memory: 4227, loss_cls: 2.1347, loss_bbox: 0.8248, loss_iou: 1.2113, d0.loss_cls: 2.2315, d0.loss_bbox: 0.8656, d0.loss_iou: 1.2533, d1.loss_cls: 2.1928, d1.loss_bbox: 0.8491, d1.loss_iou: 1.2399, d2.loss_cls: 2.1624, d2.loss_bbox: 0.8355, d2.loss_iou: 1.2232, d3.loss_cls: 2.1498, d3.loss_bbox: 0.8279, d3.loss_iou: 1.2153, d4.loss_cls: 2.1403, d4.loss_bbox: 0.8260, d4.loss_iou: 1.2135, loss: 25.3970, grad_norm: 14.7622 -2022-10-26 19:59:51,019 - mmdet - INFO - Epoch [6][750/1849] lr: 2.000e-04, eta: 3:09:58, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.1431, loss_bbox: 0.8259, loss_iou: 1.2116, d0.loss_cls: 2.2427, d0.loss_bbox: 0.8672, d0.loss_iou: 1.2513, d1.loss_cls: 2.2031, d1.loss_bbox: 0.8513, d1.loss_iou: 1.2387, d2.loss_cls: 2.1728, d2.loss_bbox: 0.8376, d2.loss_iou: 1.2232, d3.loss_cls: 2.1613, d3.loss_bbox: 0.8306, d3.loss_iou: 1.2160, d4.loss_cls: 2.1518, d4.loss_bbox: 0.8276, d4.loss_iou: 1.2130, loss: 25.4687, grad_norm: 13.2333 -2022-10-26 19:59:57,899 - mmdet - INFO - Epoch [6][800/1849] lr: 2.000e-04, eta: 3:09:51, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.1326, loss_bbox: 0.8318, loss_iou: 1.2183, d0.loss_cls: 2.2240, d0.loss_bbox: 0.8708, d0.loss_iou: 1.2595, d1.loss_cls: 2.1891, d1.loss_bbox: 0.8547, d1.loss_iou: 1.2457, d2.loss_cls: 2.1589, d2.loss_bbox: 0.8415, d2.loss_iou: 1.2297, d3.loss_cls: 2.1450, d3.loss_bbox: 0.8351, d3.loss_iou: 1.2225, d4.loss_cls: 2.1351, d4.loss_bbox: 0.8328, d4.loss_iou: 1.2193, loss: 25.4464, grad_norm: 15.7325 -2022-10-26 20:00:04,805 - mmdet - INFO - Epoch [6][850/1849] lr: 2.000e-04, eta: 3:09:44, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.1385, loss_bbox: 0.8266, loss_iou: 1.2121, d0.loss_cls: 2.2385, d0.loss_bbox: 0.8686, d0.loss_iou: 1.2533, d1.loss_cls: 2.1989, d1.loss_bbox: 0.8522, d1.loss_iou: 1.2403, d2.loss_cls: 2.1674, d2.loss_bbox: 0.8378, d2.loss_iou: 1.2245, d3.loss_cls: 2.1548, d3.loss_bbox: 0.8310, d3.loss_iou: 1.2171, d4.loss_cls: 2.1438, d4.loss_bbox: 0.8286, d4.loss_iou: 1.2131, loss: 25.4472, grad_norm: 14.0385 -2022-10-26 20:00:11,687 - mmdet - INFO - Epoch [6][900/1849] lr: 2.000e-04, eta: 3:09:37, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.1409, loss_bbox: 0.8229, loss_iou: 1.2003, d0.loss_cls: 2.2333, d0.loss_bbox: 0.8662, d0.loss_iou: 1.2420, d1.loss_cls: 2.2004, d1.loss_bbox: 0.8476, d1.loss_iou: 1.2279, d2.loss_cls: 2.1700, d2.loss_bbox: 0.8337, d2.loss_iou: 1.2126, d3.loss_cls: 2.1562, d3.loss_bbox: 0.8273, d3.loss_iou: 1.2048, d4.loss_cls: 2.1462, d4.loss_bbox: 0.8245, d4.loss_iou: 1.2014, loss: 25.3581, grad_norm: 14.1059 -2022-10-26 20:00:18,585 - mmdet - INFO - Epoch [6][950/1849] lr: 2.000e-04, eta: 3:09:29, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.1461, loss_bbox: 0.8280, loss_iou: 1.2113, d0.loss_cls: 2.2369, d0.loss_bbox: 0.8694, d0.loss_iou: 1.2521, d1.loss_cls: 2.2023, d1.loss_bbox: 0.8521, d1.loss_iou: 1.2390, d2.loss_cls: 2.1702, d2.loss_bbox: 0.8382, d2.loss_iou: 1.2244, d3.loss_cls: 2.1599, d3.loss_bbox: 0.8321, d3.loss_iou: 1.2163, d4.loss_cls: 2.1503, d4.loss_bbox: 0.8288, d4.loss_iou: 1.2132, loss: 25.4706, grad_norm: 14.3106 -2022-10-26 20:00:25,364 - mmdet - INFO - Epoch [6][1000/1849] lr: 2.000e-04, eta: 3:09:22, time: 0.136, data_time: 0.005, memory: 4227, loss_cls: 2.1360, loss_bbox: 0.8306, loss_iou: 1.2098, d0.loss_cls: 2.2362, d0.loss_bbox: 0.8733, d0.loss_iou: 1.2509, d1.loss_cls: 2.1939, d1.loss_bbox: 0.8557, d1.loss_iou: 1.2358, d2.loss_cls: 2.1648, d2.loss_bbox: 0.8403, d2.loss_iou: 1.2196, d3.loss_cls: 2.1511, d3.loss_bbox: 0.8345, d3.loss_iou: 1.2140, d4.loss_cls: 2.1410, d4.loss_bbox: 0.8323, d4.loss_iou: 1.2112, loss: 25.4310, grad_norm: 14.0708 -2022-10-26 20:00:32,472 - mmdet - INFO - Epoch [6][1050/1849] lr: 2.000e-04, eta: 3:09:16, time: 0.142, data_time: 0.004, memory: 4227, loss_cls: 2.1387, loss_bbox: 0.8265, loss_iou: 1.2121, d0.loss_cls: 2.2372, d0.loss_bbox: 0.8661, d0.loss_iou: 1.2518, d1.loss_cls: 2.1963, d1.loss_bbox: 0.8496, d1.loss_iou: 1.2411, d2.loss_cls: 2.1662, d2.loss_bbox: 0.8354, d2.loss_iou: 1.2247, d3.loss_cls: 2.1516, d3.loss_bbox: 0.8295, d3.loss_iou: 1.2171, d4.loss_cls: 2.1421, d4.loss_bbox: 0.8272, d4.loss_iou: 1.2146, loss: 25.4278, grad_norm: 14.6564 -2022-10-26 20:00:39,262 - mmdet - INFO - Epoch [6][1100/1849] lr: 2.000e-04, eta: 3:09:08, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 2.1438, loss_bbox: 0.8279, loss_iou: 1.2127, d0.loss_cls: 2.2465, d0.loss_bbox: 0.8695, d0.loss_iou: 1.2524, d1.loss_cls: 2.2024, d1.loss_bbox: 0.8535, d1.loss_iou: 1.2390, d2.loss_cls: 2.1752, d2.loss_bbox: 0.8391, d2.loss_iou: 1.2243, d3.loss_cls: 2.1588, d3.loss_bbox: 0.8323, d3.loss_iou: 1.2177, d4.loss_cls: 2.1497, d4.loss_bbox: 0.8289, d4.loss_iou: 1.2142, loss: 25.4879, grad_norm: 15.7209 -2022-10-26 20:00:46,219 - mmdet - INFO - Epoch [6][1150/1849] lr: 2.000e-04, eta: 3:09:02, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.1222, loss_bbox: 0.8207, loss_iou: 1.2026, d0.loss_cls: 2.2259, d0.loss_bbox: 0.8638, d0.loss_iou: 1.2450, d1.loss_cls: 2.1837, d1.loss_bbox: 0.8458, d1.loss_iou: 1.2308, d2.loss_cls: 2.1533, d2.loss_bbox: 0.8308, d2.loss_iou: 1.2154, d3.loss_cls: 2.1395, d3.loss_bbox: 0.8236, d3.loss_iou: 1.2078, d4.loss_cls: 2.1304, d4.loss_bbox: 0.8219, d4.loss_iou: 1.2043, loss: 25.2674, grad_norm: 14.4608 -2022-10-26 20:00:53,133 - mmdet - INFO - Epoch [6][1200/1849] lr: 2.000e-04, eta: 3:08:55, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.1322, loss_bbox: 0.8250, loss_iou: 1.2065, d0.loss_cls: 2.2292, d0.loss_bbox: 0.8671, d0.loss_iou: 1.2477, d1.loss_cls: 2.1942, d1.loss_bbox: 0.8491, d1.loss_iou: 1.2348, d2.loss_cls: 2.1628, d2.loss_bbox: 0.8356, d2.loss_iou: 1.2193, d3.loss_cls: 2.1486, d3.loss_bbox: 0.8290, d3.loss_iou: 1.2115, d4.loss_cls: 2.1397, d4.loss_bbox: 0.8255, d4.loss_iou: 1.2080, loss: 25.3656, grad_norm: 15.3937 -2022-10-26 20:00:59,983 - mmdet - INFO - Epoch [6][1250/1849] lr: 2.000e-04, eta: 3:08:47, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.1309, loss_bbox: 0.8288, loss_iou: 1.2023, d0.loss_cls: 2.2286, d0.loss_bbox: 0.8721, d0.loss_iou: 1.2441, d1.loss_cls: 2.1909, d1.loss_bbox: 0.8549, d1.loss_iou: 1.2306, d2.loss_cls: 2.1612, d2.loss_bbox: 0.8404, d2.loss_iou: 1.2137, d3.loss_cls: 2.1505, d3.loss_bbox: 0.8338, d3.loss_iou: 1.2065, d4.loss_cls: 2.1373, d4.loss_bbox: 0.8310, d4.loss_iou: 1.2032, loss: 25.3607, grad_norm: 14.3108 -2022-10-26 20:01:06,663 - mmdet - INFO - Epoch [6][1300/1849] lr: 2.000e-04, eta: 3:08:39, time: 0.134, data_time: 0.004, memory: 4227, loss_cls: 2.1299, loss_bbox: 0.8295, loss_iou: 1.2083, d0.loss_cls: 2.2218, d0.loss_bbox: 0.8706, d0.loss_iou: 1.2506, d1.loss_cls: 2.1840, d1.loss_bbox: 0.8530, d1.loss_iou: 1.2345, d2.loss_cls: 2.1581, d2.loss_bbox: 0.8387, d2.loss_iou: 1.2190, d3.loss_cls: 2.1449, d3.loss_bbox: 0.8326, d3.loss_iou: 1.2124, d4.loss_cls: 2.1338, d4.loss_bbox: 0.8305, d4.loss_iou: 1.2104, loss: 25.3627, grad_norm: 14.5186 -2022-10-26 20:01:13,554 - mmdet - INFO - Epoch [6][1350/1849] lr: 2.000e-04, eta: 3:08:32, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.1315, loss_bbox: 0.8219, loss_iou: 1.2040, d0.loss_cls: 2.2265, d0.loss_bbox: 0.8658, d0.loss_iou: 1.2466, d1.loss_cls: 2.1913, d1.loss_bbox: 0.8473, d1.loss_iou: 1.2332, d2.loss_cls: 2.1566, d2.loss_bbox: 0.8334, d2.loss_iou: 1.2171, d3.loss_cls: 2.1458, d3.loss_bbox: 0.8268, d3.loss_iou: 1.2100, d4.loss_cls: 2.1358, d4.loss_bbox: 0.8234, d4.loss_iou: 1.2063, loss: 25.3232, grad_norm: 13.0944 -2022-10-26 20:01:20,681 - mmdet - INFO - Epoch [6][1400/1849] lr: 2.000e-04, eta: 3:08:26, time: 0.142, data_time: 0.004, memory: 4227, loss_cls: 2.1370, loss_bbox: 0.8284, loss_iou: 1.2120, d0.loss_cls: 2.2356, d0.loss_bbox: 0.8690, d0.loss_iou: 1.2512, d1.loss_cls: 2.1979, d1.loss_bbox: 0.8526, d1.loss_iou: 1.2368, d2.loss_cls: 2.1643, d2.loss_bbox: 0.8384, d2.loss_iou: 1.2235, d3.loss_cls: 2.1494, d3.loss_bbox: 0.8324, d3.loss_iou: 1.2170, d4.loss_cls: 2.1417, d4.loss_bbox: 0.8303, d4.loss_iou: 1.2139, loss: 25.4315, grad_norm: 15.0536 -2022-10-26 20:01:27,747 - mmdet - INFO - Epoch [6][1450/1849] lr: 2.000e-04, eta: 3:08:21, time: 0.141, data_time: 0.004, memory: 4227, loss_cls: 2.1413, loss_bbox: 0.8300, loss_iou: 1.2084, d0.loss_cls: 2.2379, d0.loss_bbox: 0.8707, d0.loss_iou: 1.2499, d1.loss_cls: 2.1975, d1.loss_bbox: 0.8533, d1.loss_iou: 1.2362, d2.loss_cls: 2.1683, d2.loss_bbox: 0.8386, d2.loss_iou: 1.2198, d3.loss_cls: 2.1573, d3.loss_bbox: 0.8332, d3.loss_iou: 1.2128, d4.loss_cls: 2.1465, d4.loss_bbox: 0.8309, d4.loss_iou: 1.2100, loss: 25.4428, grad_norm: 14.6095 -2022-10-26 20:01:34,697 - mmdet - INFO - Epoch [6][1500/1849] lr: 2.000e-04, eta: 3:08:14, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.1360, loss_bbox: 0.8210, loss_iou: 1.2097, d0.loss_cls: 2.2325, d0.loss_bbox: 0.8627, d0.loss_iou: 1.2546, d1.loss_cls: 2.1926, d1.loss_bbox: 0.8465, d1.loss_iou: 1.2388, d2.loss_cls: 2.1624, d2.loss_bbox: 0.8323, d2.loss_iou: 1.2219, d3.loss_cls: 2.1505, d3.loss_bbox: 0.8253, d3.loss_iou: 1.2140, d4.loss_cls: 2.1409, d4.loss_bbox: 0.8228, d4.loss_iou: 1.2110, loss: 25.3756, grad_norm: 14.3722 -2022-10-26 20:01:41,531 - mmdet - INFO - Epoch [6][1550/1849] lr: 2.000e-04, eta: 3:08:07, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.1344, loss_bbox: 0.8236, loss_iou: 1.2036, d0.loss_cls: 2.2324, d0.loss_bbox: 0.8678, d0.loss_iou: 1.2456, d1.loss_cls: 2.1954, d1.loss_bbox: 0.8499, d1.loss_iou: 1.2307, d2.loss_cls: 2.1633, d2.loss_bbox: 0.8357, d2.loss_iou: 1.2157, d3.loss_cls: 2.1497, d3.loss_bbox: 0.8290, d3.loss_iou: 1.2083, d4.loss_cls: 2.1411, d4.loss_bbox: 0.8259, d4.loss_iou: 1.2051, loss: 25.3575, grad_norm: 13.6259 -2022-10-26 20:01:48,358 - mmdet - INFO - Epoch [6][1600/1849] lr: 2.000e-04, eta: 3:07:59, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.1150, loss_bbox: 0.8282, loss_iou: 1.2161, d0.loss_cls: 2.2121, d0.loss_bbox: 0.8699, d0.loss_iou: 1.2564, d1.loss_cls: 2.1704, d1.loss_bbox: 0.8523, d1.loss_iou: 1.2417, d2.loss_cls: 2.1396, d2.loss_bbox: 0.8387, d2.loss_iou: 1.2273, d3.loss_cls: 2.1298, d3.loss_bbox: 0.8323, d3.loss_iou: 1.2200, d4.loss_cls: 2.1189, d4.loss_bbox: 0.8299, d4.loss_iou: 1.2182, loss: 25.3169, grad_norm: 15.1014 -2022-10-26 20:01:55,117 - mmdet - INFO - Epoch [6][1650/1849] lr: 2.000e-04, eta: 3:07:51, time: 0.135, data_time: 0.004, memory: 4227, loss_cls: 2.1381, loss_bbox: 0.8260, loss_iou: 1.2070, d0.loss_cls: 2.2378, d0.loss_bbox: 0.8680, d0.loss_iou: 1.2466, d1.loss_cls: 2.1971, d1.loss_bbox: 0.8510, d1.loss_iou: 1.2340, d2.loss_cls: 2.1661, d2.loss_bbox: 0.8372, d2.loss_iou: 1.2178, d3.loss_cls: 2.1521, d3.loss_bbox: 0.8308, d3.loss_iou: 1.2099, d4.loss_cls: 2.1422, d4.loss_bbox: 0.8274, d4.loss_iou: 1.2077, loss: 25.3967, grad_norm: 14.6158 -2022-10-26 20:02:01,912 - mmdet - INFO - Epoch [6][1700/1849] lr: 2.000e-04, eta: 3:07:43, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 2.1294, loss_bbox: 0.8219, loss_iou: 1.2048, d0.loss_cls: 2.2245, d0.loss_bbox: 0.8648, d0.loss_iou: 1.2462, d1.loss_cls: 2.1907, d1.loss_bbox: 0.8469, d1.loss_iou: 1.2326, d2.loss_cls: 2.1581, d2.loss_bbox: 0.8324, d2.loss_iou: 1.2175, d3.loss_cls: 2.1467, d3.loss_bbox: 0.8272, d3.loss_iou: 1.2087, d4.loss_cls: 2.1328, d4.loss_bbox: 0.8237, d4.loss_iou: 1.2061, loss: 25.3150, grad_norm: 14.3504 -2022-10-26 20:02:08,778 - mmdet - INFO - Epoch [6][1750/1849] lr: 2.000e-04, eta: 3:07:36, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.1403, loss_bbox: 0.8278, loss_iou: 1.2094, d0.loss_cls: 2.2296, d0.loss_bbox: 0.8677, d0.loss_iou: 1.2512, d1.loss_cls: 2.1980, d1.loss_bbox: 0.8525, d1.loss_iou: 1.2374, d2.loss_cls: 2.1676, d2.loss_bbox: 0.8379, d2.loss_iou: 1.2215, d3.loss_cls: 2.1555, d3.loss_bbox: 0.8326, d3.loss_iou: 1.2148, d4.loss_cls: 2.1450, d4.loss_bbox: 0.8291, d4.loss_iou: 1.2114, loss: 25.4294, grad_norm: 14.3907 -2022-10-26 20:02:15,790 - mmdet - INFO - Epoch [6][1800/1849] lr: 2.000e-04, eta: 3:07:30, time: 0.140, data_time: 0.004, memory: 4227, loss_cls: 2.1353, loss_bbox: 0.8198, loss_iou: 1.1996, d0.loss_cls: 2.2318, d0.loss_bbox: 0.8644, d0.loss_iou: 1.2416, d1.loss_cls: 2.1924, d1.loss_bbox: 0.8466, d1.loss_iou: 1.2271, d2.loss_cls: 2.1638, d2.loss_bbox: 0.8306, d2.loss_iou: 1.2119, d3.loss_cls: 2.1475, d3.loss_bbox: 0.8239, d3.loss_iou: 1.2037, d4.loss_cls: 2.1412, d4.loss_bbox: 0.8215, d4.loss_iou: 1.2008, loss: 25.3035, grad_norm: 13.3709 -2022-10-26 20:02:22,675 - mmdet - INFO - Saving checkpoint at 6 epochs -2022-10-26 20:02:33,355 - mmdet - INFO - Epoch [7][50/1849] lr: 2.000e-04, eta: 3:06:50, time: 0.201, data_time: 0.063, memory: 4227, loss_cls: 2.1017, loss_bbox: 0.8179, loss_iou: 1.2038, d0.loss_cls: 2.1987, d0.loss_bbox: 0.8611, d0.loss_iou: 1.2481, d1.loss_cls: 2.1621, d1.loss_bbox: 0.8439, d1.loss_iou: 1.2330, d2.loss_cls: 2.1317, d2.loss_bbox: 0.8289, d2.loss_iou: 1.2176, d3.loss_cls: 2.1175, d3.loss_bbox: 0.8232, d3.loss_iou: 1.2089, d4.loss_cls: 2.1059, d4.loss_bbox: 0.8199, d4.loss_iou: 1.2054, loss: 25.1291, grad_norm: 14.5333 -2022-10-26 20:02:40,363 - mmdet - INFO - Epoch [7][100/1849] lr: 2.000e-04, eta: 3:06:44, time: 0.140, data_time: 0.004, memory: 4227, loss_cls: 2.1064, loss_bbox: 0.8200, loss_iou: 1.2000, d0.loss_cls: 2.2051, d0.loss_bbox: 0.8638, d0.loss_iou: 1.2419, d1.loss_cls: 2.1675, d1.loss_bbox: 0.8444, d1.loss_iou: 1.2275, d2.loss_cls: 2.1349, d2.loss_bbox: 0.8308, d2.loss_iou: 1.2120, d3.loss_cls: 2.1205, d3.loss_bbox: 0.8245, d3.loss_iou: 1.2047, d4.loss_cls: 2.1124, d4.loss_bbox: 0.8218, d4.loss_iou: 1.2017, loss: 25.1398, grad_norm: 13.7668 -2022-10-26 20:02:47,402 - mmdet - INFO - Epoch [7][150/1849] lr: 2.000e-04, eta: 3:06:38, time: 0.141, data_time: 0.004, memory: 4227, loss_cls: 2.1136, loss_bbox: 0.8229, loss_iou: 1.2079, d0.loss_cls: 2.2098, d0.loss_bbox: 0.8662, d0.loss_iou: 1.2497, d1.loss_cls: 2.1728, d1.loss_bbox: 0.8478, d1.loss_iou: 1.2338, d2.loss_cls: 2.1416, d2.loss_bbox: 0.8340, d2.loss_iou: 1.2199, d3.loss_cls: 2.1254, d3.loss_bbox: 0.8272, d3.loss_iou: 1.2120, d4.loss_cls: 2.1165, d4.loss_bbox: 0.8234, d4.loss_iou: 1.2094, loss: 25.2339, grad_norm: 14.4122 -2022-10-26 20:02:54,339 - mmdet - INFO - Epoch [7][200/1849] lr: 2.000e-04, eta: 3:06:31, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.1103, loss_bbox: 0.8231, loss_iou: 1.2037, d0.loss_cls: 2.2050, d0.loss_bbox: 0.8645, d0.loss_iou: 1.2442, d1.loss_cls: 2.1706, d1.loss_bbox: 0.8479, d1.loss_iou: 1.2306, d2.loss_cls: 2.1390, d2.loss_bbox: 0.8335, d2.loss_iou: 1.2154, d3.loss_cls: 2.1263, d3.loss_bbox: 0.8275, d3.loss_iou: 1.2088, d4.loss_cls: 2.1158, d4.loss_bbox: 0.8245, d4.loss_iou: 1.2053, loss: 25.1962, grad_norm: 14.0614 -2022-10-26 20:03:01,307 - mmdet - INFO - Epoch [7][250/1849] lr: 2.000e-04, eta: 3:06:25, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.1071, loss_bbox: 0.8176, loss_iou: 1.2013, d0.loss_cls: 2.2061, d0.loss_bbox: 0.8608, d0.loss_iou: 1.2444, d1.loss_cls: 2.1674, d1.loss_bbox: 0.8427, d1.loss_iou: 1.2310, d2.loss_cls: 2.1376, d2.loss_bbox: 0.8280, d2.loss_iou: 1.2144, d3.loss_cls: 2.1237, d3.loss_bbox: 0.8212, d3.loss_iou: 1.2058, d4.loss_cls: 2.1126, d4.loss_bbox: 0.8180, d4.loss_iou: 1.2028, loss: 25.1425, grad_norm: 14.2908 -2022-10-26 20:03:08,228 - mmdet - INFO - Epoch [7][300/1849] lr: 2.000e-04, eta: 3:06:18, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.1241, loss_bbox: 0.8193, loss_iou: 1.2071, d0.loss_cls: 2.2214, d0.loss_bbox: 0.8625, d0.loss_iou: 1.2502, d1.loss_cls: 2.1833, d1.loss_bbox: 0.8456, d1.loss_iou: 1.2360, d2.loss_cls: 2.1536, d2.loss_bbox: 0.8307, d2.loss_iou: 1.2210, d3.loss_cls: 2.1388, d3.loss_bbox: 0.8242, d3.loss_iou: 1.2117, d4.loss_cls: 2.1293, d4.loss_bbox: 0.8204, d4.loss_iou: 1.2086, loss: 25.2879, grad_norm: 14.0646 -2022-10-26 20:03:15,086 - mmdet - INFO - Epoch [7][350/1849] lr: 2.000e-04, eta: 3:06:11, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.1278, loss_bbox: 0.8205, loss_iou: 1.1993, d0.loss_cls: 2.2231, d0.loss_bbox: 0.8630, d0.loss_iou: 1.2422, d1.loss_cls: 2.1883, d1.loss_bbox: 0.8439, d1.loss_iou: 1.2270, d2.loss_cls: 2.1571, d2.loss_bbox: 0.8307, d2.loss_iou: 1.2118, d3.loss_cls: 2.1430, d3.loss_bbox: 0.8252, d3.loss_iou: 1.2041, d4.loss_cls: 2.1328, d4.loss_bbox: 0.8218, d4.loss_iou: 1.2010, loss: 25.2625, grad_norm: 15.6814 -2022-10-26 20:03:22,087 - mmdet - INFO - Epoch [7][400/1849] lr: 2.000e-04, eta: 3:06:05, time: 0.140, data_time: 0.005, memory: 4227, loss_cls: 2.1119, loss_bbox: 0.8180, loss_iou: 1.1987, d0.loss_cls: 2.2120, d0.loss_bbox: 0.8601, d0.loss_iou: 1.2415, d1.loss_cls: 2.1722, d1.loss_bbox: 0.8435, d1.loss_iou: 1.2284, d2.loss_cls: 2.1422, d2.loss_bbox: 0.8299, d2.loss_iou: 1.2122, d3.loss_cls: 2.1269, d3.loss_bbox: 0.8224, d3.loss_iou: 1.2046, d4.loss_cls: 2.1182, d4.loss_bbox: 0.8193, d4.loss_iou: 1.2009, loss: 25.1630, grad_norm: 13.1924 -2022-10-26 20:03:28,916 - mmdet - INFO - Epoch [7][450/1849] lr: 2.000e-04, eta: 3:05:57, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 2.1223, loss_bbox: 0.8226, loss_iou: 1.2043, d0.loss_cls: 2.2203, d0.loss_bbox: 0.8645, d0.loss_iou: 1.2466, d1.loss_cls: 2.1839, d1.loss_bbox: 0.8477, d1.loss_iou: 1.2330, d2.loss_cls: 2.1544, d2.loss_bbox: 0.8330, d2.loss_iou: 1.2172, d3.loss_cls: 2.1373, d3.loss_bbox: 0.8267, d3.loss_iou: 1.2098, d4.loss_cls: 2.1292, d4.loss_bbox: 0.8238, d4.loss_iou: 1.2058, loss: 25.2823, grad_norm: 14.4851 -2022-10-26 20:03:35,757 - mmdet - INFO - Epoch [7][500/1849] lr: 2.000e-04, eta: 3:05:50, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.1022, loss_bbox: 0.8177, loss_iou: 1.2034, d0.loss_cls: 2.2003, d0.loss_bbox: 0.8600, d0.loss_iou: 1.2472, d1.loss_cls: 2.1645, d1.loss_bbox: 0.8438, d1.loss_iou: 1.2335, d2.loss_cls: 2.1330, d2.loss_bbox: 0.8296, d2.loss_iou: 1.2173, d3.loss_cls: 2.1177, d3.loss_bbox: 0.8223, d3.loss_iou: 1.2096, d4.loss_cls: 2.1057, d4.loss_bbox: 0.8193, d4.loss_iou: 1.2055, loss: 25.1326, grad_norm: 14.8569 -2022-10-26 20:03:42,469 - mmdet - INFO - Epoch [7][550/1849] lr: 2.000e-04, eta: 3:05:42, time: 0.134, data_time: 0.004, memory: 4227, loss_cls: 2.1220, loss_bbox: 0.8194, loss_iou: 1.1992, d0.loss_cls: 2.2204, d0.loss_bbox: 0.8611, d0.loss_iou: 1.2419, d1.loss_cls: 2.1842, d1.loss_bbox: 0.8450, d1.loss_iou: 1.2283, d2.loss_cls: 2.1488, d2.loss_bbox: 0.8306, d2.loss_iou: 1.2130, d3.loss_cls: 2.1390, d3.loss_bbox: 0.8241, d3.loss_iou: 1.2046, d4.loss_cls: 2.1281, d4.loss_bbox: 0.8210, d4.loss_iou: 1.2011, loss: 25.2316, grad_norm: 15.3696 -2022-10-26 20:03:49,329 - mmdet - INFO - Epoch [7][600/1849] lr: 2.000e-04, eta: 3:05:35, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.1137, loss_bbox: 0.8205, loss_iou: 1.2076, d0.loss_cls: 2.2095, d0.loss_bbox: 0.8630, d0.loss_iou: 1.2485, d1.loss_cls: 2.1698, d1.loss_bbox: 0.8467, d1.loss_iou: 1.2341, d2.loss_cls: 2.1393, d2.loss_bbox: 0.8331, d2.loss_iou: 1.2201, d3.loss_cls: 2.1295, d3.loss_bbox: 0.8255, d3.loss_iou: 1.2116, d4.loss_cls: 2.1187, d4.loss_bbox: 0.8218, d4.loss_iou: 1.2092, loss: 25.2218, grad_norm: 14.6528 -2022-10-26 20:03:56,107 - mmdet - INFO - Epoch [7][650/1849] lr: 2.000e-04, eta: 3:05:27, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 2.1174, loss_bbox: 0.8164, loss_iou: 1.1980, d0.loss_cls: 2.2130, d0.loss_bbox: 0.8608, d0.loss_iou: 1.2411, d1.loss_cls: 2.1766, d1.loss_bbox: 0.8423, d1.loss_iou: 1.2265, d2.loss_cls: 2.1457, d2.loss_bbox: 0.8280, d2.loss_iou: 1.2103, d3.loss_cls: 2.1355, d3.loss_bbox: 0.8209, d3.loss_iou: 1.2026, d4.loss_cls: 2.1219, d4.loss_bbox: 0.8177, d4.loss_iou: 1.1998, loss: 25.1744, grad_norm: 14.5508 -2022-10-26 20:04:03,071 - mmdet - INFO - Epoch [7][700/1849] lr: 2.000e-04, eta: 3:05:21, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.1114, loss_bbox: 0.8184, loss_iou: 1.1987, d0.loss_cls: 2.2079, d0.loss_bbox: 0.8614, d0.loss_iou: 1.2431, d1.loss_cls: 2.1707, d1.loss_bbox: 0.8433, d1.loss_iou: 1.2266, d2.loss_cls: 2.1419, d2.loss_bbox: 0.8293, d2.loss_iou: 1.2111, d3.loss_cls: 2.1278, d3.loss_bbox: 0.8226, d3.loss_iou: 1.2034, d4.loss_cls: 2.1158, d4.loss_bbox: 0.8200, d4.loss_iou: 1.2001, loss: 25.1536, grad_norm: 14.1966 -2022-10-26 20:04:10,042 - mmdet - INFO - Epoch [7][750/1849] lr: 2.000e-04, eta: 3:05:14, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.1106, loss_bbox: 0.8202, loss_iou: 1.2058, d0.loss_cls: 2.2110, d0.loss_bbox: 0.8620, d0.loss_iou: 1.2491, d1.loss_cls: 2.1724, d1.loss_bbox: 0.8458, d1.loss_iou: 1.2347, d2.loss_cls: 2.1403, d2.loss_bbox: 0.8309, d2.loss_iou: 1.2187, d3.loss_cls: 2.1273, d3.loss_bbox: 0.8245, d3.loss_iou: 1.2111, d4.loss_cls: 2.1185, d4.loss_bbox: 0.8213, d4.loss_iou: 1.2079, loss: 25.2120, grad_norm: 14.9572 -2022-10-26 20:04:16,715 - mmdet - INFO - Epoch [7][800/1849] lr: 2.000e-04, eta: 3:05:06, time: 0.133, data_time: 0.004, memory: 4227, loss_cls: 2.0993, loss_bbox: 0.8139, loss_iou: 1.2004, d0.loss_cls: 2.1975, d0.loss_bbox: 0.8572, d0.loss_iou: 1.2432, d1.loss_cls: 2.1561, d1.loss_bbox: 0.8396, d1.loss_iou: 1.2285, d2.loss_cls: 2.1275, d2.loss_bbox: 0.8256, d2.loss_iou: 1.2123, d3.loss_cls: 2.1146, d3.loss_bbox: 0.8185, d3.loss_iou: 1.2056, d4.loss_cls: 2.1021, d4.loss_bbox: 0.8154, d4.loss_iou: 1.2021, loss: 25.0593, grad_norm: 14.9811 -2022-10-26 20:04:23,551 - mmdet - INFO - Epoch [7][850/1849] lr: 2.000e-04, eta: 3:04:59, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.0968, loss_bbox: 0.8180, loss_iou: 1.1984, d0.loss_cls: 2.1950, d0.loss_bbox: 0.8616, d0.loss_iou: 1.2431, d1.loss_cls: 2.1552, d1.loss_bbox: 0.8445, d1.loss_iou: 1.2286, d2.loss_cls: 2.1259, d2.loss_bbox: 0.8297, d2.loss_iou: 1.2121, d3.loss_cls: 2.1126, d3.loss_bbox: 0.8224, d3.loss_iou: 1.2034, d4.loss_cls: 2.1030, d4.loss_bbox: 0.8200, d4.loss_iou: 1.2004, loss: 25.0706, grad_norm: 13.8112 -2022-10-26 20:04:30,625 - mmdet - INFO - Epoch [7][900/1849] lr: 2.000e-04, eta: 3:04:53, time: 0.141, data_time: 0.005, memory: 4227, loss_cls: 2.1074, loss_bbox: 0.8239, loss_iou: 1.1984, d0.loss_cls: 2.2044, d0.loss_bbox: 0.8668, d0.loss_iou: 1.2407, d1.loss_cls: 2.1666, d1.loss_bbox: 0.8493, d1.loss_iou: 1.2275, d2.loss_cls: 2.1389, d2.loss_bbox: 0.8356, d2.loss_iou: 1.2100, d3.loss_cls: 2.1217, d3.loss_bbox: 0.8279, d3.loss_iou: 1.2040, d4.loss_cls: 2.1133, d4.loss_bbox: 0.8252, d4.loss_iou: 1.1998, loss: 25.1615, grad_norm: 13.5032 -2022-10-26 20:04:37,430 - mmdet - INFO - Epoch [7][950/1849] lr: 2.000e-04, eta: 3:04:45, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 2.1145, loss_bbox: 0.8152, loss_iou: 1.1977, d0.loss_cls: 2.2099, d0.loss_bbox: 0.8584, d0.loss_iou: 1.2413, d1.loss_cls: 2.1709, d1.loss_bbox: 0.8415, d1.loss_iou: 1.2255, d2.loss_cls: 2.1434, d2.loss_bbox: 0.8251, d2.loss_iou: 1.2097, d3.loss_cls: 2.1306, d3.loss_bbox: 0.8193, d3.loss_iou: 1.2022, d4.loss_cls: 2.1192, d4.loss_bbox: 0.8167, d4.loss_iou: 1.1989, loss: 25.1400, grad_norm: 14.4573 -2022-10-26 20:04:44,178 - mmdet - INFO - Epoch [7][1000/1849] lr: 2.000e-04, eta: 3:04:38, time: 0.135, data_time: 0.004, memory: 4227, loss_cls: 2.1279, loss_bbox: 0.8216, loss_iou: 1.2052, d0.loss_cls: 2.2216, d0.loss_bbox: 0.8644, d0.loss_iou: 1.2488, d1.loss_cls: 2.1865, d1.loss_bbox: 0.8470, d1.loss_iou: 1.2339, d2.loss_cls: 2.1597, d2.loss_bbox: 0.8329, d2.loss_iou: 1.2188, d3.loss_cls: 2.1459, d3.loss_bbox: 0.8259, d3.loss_iou: 1.2103, d4.loss_cls: 2.1342, d4.loss_bbox: 0.8227, d4.loss_iou: 1.2071, loss: 25.3144, grad_norm: 14.5795 -2022-10-26 20:04:50,901 - mmdet - INFO - Epoch [7][1050/1849] lr: 2.000e-04, eta: 3:04:30, time: 0.134, data_time: 0.004, memory: 4227, loss_cls: 2.1233, loss_bbox: 0.8176, loss_iou: 1.2031, d0.loss_cls: 2.2175, d0.loss_bbox: 0.8609, d0.loss_iou: 1.2473, d1.loss_cls: 2.1821, d1.loss_bbox: 0.8431, d1.loss_iou: 1.2316, d2.loss_cls: 2.1534, d2.loss_bbox: 0.8287, d2.loss_iou: 1.2162, d3.loss_cls: 2.1411, d3.loss_bbox: 0.8215, d3.loss_iou: 1.2083, d4.loss_cls: 2.1283, d4.loss_bbox: 0.8188, d4.loss_iou: 1.2049, loss: 25.2477, grad_norm: 15.1653 -2022-10-26 20:04:57,796 - mmdet - INFO - Epoch [7][1100/1849] lr: 2.000e-04, eta: 3:04:23, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.1270, loss_bbox: 0.8175, loss_iou: 1.2044, d0.loss_cls: 2.2195, d0.loss_bbox: 0.8593, d0.loss_iou: 1.2481, d1.loss_cls: 2.1839, d1.loss_bbox: 0.8420, d1.loss_iou: 1.2329, d2.loss_cls: 2.1569, d2.loss_bbox: 0.8296, d2.loss_iou: 1.2173, d3.loss_cls: 2.1434, d3.loss_bbox: 0.8227, d3.loss_iou: 1.2102, d4.loss_cls: 2.1327, d4.loss_bbox: 0.8194, d4.loss_iou: 1.2062, loss: 25.2729, grad_norm: 14.9004 -2022-10-26 20:05:04,702 - mmdet - INFO - Epoch [7][1150/1849] lr: 2.000e-04, eta: 3:04:16, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.1153, loss_bbox: 0.8165, loss_iou: 1.1994, d0.loss_cls: 2.2094, d0.loss_bbox: 0.8597, d0.loss_iou: 1.2420, d1.loss_cls: 2.1744, d1.loss_bbox: 0.8425, d1.loss_iou: 1.2273, d2.loss_cls: 2.1465, d2.loss_bbox: 0.8271, d2.loss_iou: 1.2108, d3.loss_cls: 2.1303, d3.loss_bbox: 0.8207, d3.loss_iou: 1.2033, d4.loss_cls: 2.1186, d4.loss_bbox: 0.8182, d4.loss_iou: 1.2008, loss: 25.1630, grad_norm: 15.2137 -2022-10-26 20:05:11,618 - mmdet - INFO - Epoch [7][1200/1849] lr: 2.000e-04, eta: 3:04:09, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.1013, loss_bbox: 0.8143, loss_iou: 1.1968, d0.loss_cls: 2.1950, d0.loss_bbox: 0.8591, d0.loss_iou: 1.2409, d1.loss_cls: 2.1593, d1.loss_bbox: 0.8401, d1.loss_iou: 1.2259, d2.loss_cls: 2.1289, d2.loss_bbox: 0.8257, d2.loss_iou: 1.2099, d3.loss_cls: 2.1178, d3.loss_bbox: 0.8191, d3.loss_iou: 1.2022, d4.loss_cls: 2.1060, d4.loss_bbox: 0.8160, d4.loss_iou: 1.1983, loss: 25.0566, grad_norm: 14.0544 -2022-10-26 20:05:18,491 - mmdet - INFO - Epoch [7][1250/1849] lr: 2.000e-04, eta: 3:04:02, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.1174, loss_bbox: 0.8186, loss_iou: 1.1989, d0.loss_cls: 2.2115, d0.loss_bbox: 0.8632, d0.loss_iou: 1.2408, d1.loss_cls: 2.1734, d1.loss_bbox: 0.8446, d1.loss_iou: 1.2269, d2.loss_cls: 2.1445, d2.loss_bbox: 0.8305, d2.loss_iou: 1.2117, d3.loss_cls: 2.1327, d3.loss_bbox: 0.8239, d3.loss_iou: 1.2034, d4.loss_cls: 2.1207, d4.loss_bbox: 0.8205, d4.loss_iou: 1.2004, loss: 25.1838, grad_norm: 14.6176 -2022-10-26 20:05:25,200 - mmdet - INFO - Epoch [7][1300/1849] lr: 2.000e-04, eta: 3:03:54, time: 0.134, data_time: 0.004, memory: 4227, loss_cls: 2.1085, loss_bbox: 0.8197, loss_iou: 1.2034, d0.loss_cls: 2.2016, d0.loss_bbox: 0.8636, d0.loss_iou: 1.2463, d1.loss_cls: 2.1695, d1.loss_bbox: 0.8457, d1.loss_iou: 1.2321, d2.loss_cls: 2.1408, d2.loss_bbox: 0.8300, d2.loss_iou: 1.2150, d3.loss_cls: 2.1247, d3.loss_bbox: 0.8239, d3.loss_iou: 1.2083, d4.loss_cls: 2.1124, d4.loss_bbox: 0.8216, d4.loss_iou: 1.2048, loss: 25.1719, grad_norm: 14.6869 -2022-10-26 20:05:32,031 - mmdet - INFO - Epoch [7][1350/1849] lr: 2.000e-04, eta: 3:03:47, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.1209, loss_bbox: 0.8199, loss_iou: 1.2035, d0.loss_cls: 2.2136, d0.loss_bbox: 0.8644, d0.loss_iou: 1.2493, d1.loss_cls: 2.1785, d1.loss_bbox: 0.8464, d1.loss_iou: 1.2326, d2.loss_cls: 2.1488, d2.loss_bbox: 0.8322, d2.loss_iou: 1.2169, d3.loss_cls: 2.1360, d3.loss_bbox: 0.8243, d3.loss_iou: 1.2092, d4.loss_cls: 2.1266, d4.loss_bbox: 0.8208, d4.loss_iou: 1.2056, loss: 25.2494, grad_norm: 14.2991 -2022-10-26 20:05:38,802 - mmdet - INFO - Epoch [7][1400/1849] lr: 2.000e-04, eta: 3:03:39, time: 0.135, data_time: 0.005, memory: 4227, loss_cls: 2.1098, loss_bbox: 0.8201, loss_iou: 1.2049, d0.loss_cls: 2.2067, d0.loss_bbox: 0.8619, d0.loss_iou: 1.2487, d1.loss_cls: 2.1699, d1.loss_bbox: 0.8447, d1.loss_iou: 1.2325, d2.loss_cls: 2.1396, d2.loss_bbox: 0.8305, d2.loss_iou: 1.2180, d3.loss_cls: 2.1246, d3.loss_bbox: 0.8246, d3.loss_iou: 1.2103, d4.loss_cls: 2.1137, d4.loss_bbox: 0.8212, d4.loss_iou: 1.2071, loss: 25.1889, grad_norm: 15.8249 -2022-10-26 20:05:45,721 - mmdet - INFO - Epoch [7][1450/1849] lr: 2.000e-04, eta: 3:03:32, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.1110, loss_bbox: 0.8194, loss_iou: 1.2011, d0.loss_cls: 2.2097, d0.loss_bbox: 0.8617, d0.loss_iou: 1.2460, d1.loss_cls: 2.1749, d1.loss_bbox: 0.8456, d1.loss_iou: 1.2303, d2.loss_cls: 2.1424, d2.loss_bbox: 0.8311, d2.loss_iou: 1.2138, d3.loss_cls: 2.1275, d3.loss_bbox: 0.8245, d3.loss_iou: 1.2059, d4.loss_cls: 2.1147, d4.loss_bbox: 0.8207, d4.loss_iou: 1.2031, loss: 25.1832, grad_norm: 15.5252 -2022-10-26 20:05:52,635 - mmdet - INFO - Epoch [7][1500/1849] lr: 2.000e-04, eta: 3:03:26, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.1066, loss_bbox: 0.8193, loss_iou: 1.1998, d0.loss_cls: 2.2031, d0.loss_bbox: 0.8627, d0.loss_iou: 1.2434, d1.loss_cls: 2.1659, d1.loss_bbox: 0.8452, d1.loss_iou: 1.2284, d2.loss_cls: 2.1370, d2.loss_bbox: 0.8305, d2.loss_iou: 1.2132, d3.loss_cls: 2.1228, d3.loss_bbox: 0.8240, d3.loss_iou: 1.2045, d4.loss_cls: 2.1115, d4.loss_bbox: 0.8206, d4.loss_iou: 1.2015, loss: 25.1401, grad_norm: 15.0050 -2022-10-26 20:05:59,487 - mmdet - INFO - Epoch [7][1550/1849] lr: 2.000e-04, eta: 3:03:18, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.0895, loss_bbox: 0.8184, loss_iou: 1.1996, d0.loss_cls: 2.1855, d0.loss_bbox: 0.8606, d0.loss_iou: 1.2439, d1.loss_cls: 2.1487, d1.loss_bbox: 0.8431, d1.loss_iou: 1.2286, d2.loss_cls: 2.1186, d2.loss_bbox: 0.8299, d2.loss_iou: 1.2127, d3.loss_cls: 2.1053, d3.loss_bbox: 0.8225, d3.loss_iou: 1.2052, d4.loss_cls: 2.0968, d4.loss_bbox: 0.8196, d4.loss_iou: 1.2015, loss: 25.0299, grad_norm: 15.1298 -2022-10-26 20:06:06,333 - mmdet - INFO - Epoch [7][1600/1849] lr: 2.000e-04, eta: 3:03:11, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.1172, loss_bbox: 0.8182, loss_iou: 1.2033, d0.loss_cls: 2.2103, d0.loss_bbox: 0.8597, d0.loss_iou: 1.2479, d1.loss_cls: 2.1754, d1.loss_bbox: 0.8435, d1.loss_iou: 1.2328, d2.loss_cls: 2.1477, d2.loss_bbox: 0.8290, d2.loss_iou: 1.2157, d3.loss_cls: 2.1315, d3.loss_bbox: 0.8226, d3.loss_iou: 1.2087, d4.loss_cls: 2.1236, d4.loss_bbox: 0.8196, d4.loss_iou: 1.2054, loss: 25.2123, grad_norm: 14.7703 -2022-10-26 20:06:13,237 - mmdet - INFO - Epoch [7][1650/1849] lr: 2.000e-04, eta: 3:03:05, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.1018, loss_bbox: 0.8163, loss_iou: 1.1959, d0.loss_cls: 2.1998, d0.loss_bbox: 0.8609, d0.loss_iou: 1.2410, d1.loss_cls: 2.1602, d1.loss_bbox: 0.8427, d1.loss_iou: 1.2248, d2.loss_cls: 2.1306, d2.loss_bbox: 0.8275, d2.loss_iou: 1.2089, d3.loss_cls: 2.1170, d3.loss_bbox: 0.8206, d3.loss_iou: 1.2011, d4.loss_cls: 2.1070, d4.loss_bbox: 0.8181, d4.loss_iou: 1.1977, loss: 25.0720, grad_norm: 13.7790 -2022-10-26 20:06:20,181 - mmdet - INFO - Epoch [7][1700/1849] lr: 2.000e-04, eta: 3:02:58, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.0986, loss_bbox: 0.8193, loss_iou: 1.1976, d0.loss_cls: 2.1970, d0.loss_bbox: 0.8621, d0.loss_iou: 1.2412, d1.loss_cls: 2.1601, d1.loss_bbox: 0.8453, d1.loss_iou: 1.2269, d2.loss_cls: 2.1299, d2.loss_bbox: 0.8313, d2.loss_iou: 1.2103, d3.loss_cls: 2.1137, d3.loss_bbox: 0.8245, d3.loss_iou: 1.2022, d4.loss_cls: 2.1061, d4.loss_bbox: 0.8210, d4.loss_iou: 1.1997, loss: 25.0867, grad_norm: 15.0025 -2022-10-26 20:06:26,998 - mmdet - INFO - Epoch [7][1750/1849] lr: 2.000e-04, eta: 3:02:51, time: 0.136, data_time: 0.005, memory: 4227, loss_cls: 2.1073, loss_bbox: 0.8106, loss_iou: 1.1968, d0.loss_cls: 2.2054, d0.loss_bbox: 0.8553, d0.loss_iou: 1.2420, d1.loss_cls: 2.1634, d1.loss_bbox: 0.8373, d1.loss_iou: 1.2259, d2.loss_cls: 2.1366, d2.loss_bbox: 0.8220, d2.loss_iou: 1.2102, d3.loss_cls: 2.1237, d3.loss_bbox: 0.8146, d3.loss_iou: 1.2015, d4.loss_cls: 2.1129, d4.loss_bbox: 0.8118, d4.loss_iou: 1.1986, loss: 25.0758, grad_norm: 13.9866 -2022-10-26 20:06:33,787 - mmdet - INFO - Epoch [7][1800/1849] lr: 2.000e-04, eta: 3:02:43, time: 0.136, data_time: 0.005, memory: 4227, loss_cls: 2.1052, loss_bbox: 0.8118, loss_iou: 1.1968, d0.loss_cls: 2.1992, d0.loss_bbox: 0.8553, d0.loss_iou: 1.2415, d1.loss_cls: 2.1648, d1.loss_bbox: 0.8385, d1.loss_iou: 1.2264, d2.loss_cls: 2.1323, d2.loss_bbox: 0.8236, d2.loss_iou: 1.2092, d3.loss_cls: 2.1201, d3.loss_bbox: 0.8165, d3.loss_iou: 1.2021, d4.loss_cls: 2.1110, d4.loss_bbox: 0.8137, d4.loss_iou: 1.1985, loss: 25.0666, grad_norm: 14.2239 -2022-10-26 20:06:40,603 - mmdet - INFO - Saving checkpoint at 7 epochs -2022-10-26 20:06:51,320 - mmdet - INFO - Epoch [8][50/1849] lr: 2.000e-04, eta: 3:02:08, time: 0.202, data_time: 0.064, memory: 4227, loss_cls: 2.0998, loss_bbox: 0.8143, loss_iou: 1.1971, d0.loss_cls: 2.1961, d0.loss_bbox: 0.8567, d0.loss_iou: 1.2415, d1.loss_cls: 2.1589, d1.loss_bbox: 0.8387, d1.loss_iou: 1.2252, d2.loss_cls: 2.1301, d2.loss_bbox: 0.8251, d2.loss_iou: 1.2098, d3.loss_cls: 2.1141, d3.loss_bbox: 0.8183, d3.loss_iou: 1.2022, d4.loss_cls: 2.1016, d4.loss_bbox: 0.8150, d4.loss_iou: 1.1989, loss: 25.0431, grad_norm: 13.8792 -2022-10-26 20:06:58,255 - mmdet - INFO - Epoch [8][100/1849] lr: 2.000e-04, eta: 3:02:01, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.1066, loss_bbox: 0.8150, loss_iou: 1.2003, d0.loss_cls: 2.1983, d0.loss_bbox: 0.8582, d0.loss_iou: 1.2452, d1.loss_cls: 2.1632, d1.loss_bbox: 0.8393, d1.loss_iou: 1.2276, d2.loss_cls: 2.1349, d2.loss_bbox: 0.8251, d2.loss_iou: 1.2131, d3.loss_cls: 2.1222, d3.loss_bbox: 0.8191, d3.loss_iou: 1.2051, d4.loss_cls: 2.1123, d4.loss_bbox: 0.8155, d4.loss_iou: 1.2022, loss: 25.1032, grad_norm: 13.8279 -2022-10-26 20:07:05,286 - mmdet - INFO - Epoch [8][150/1849] lr: 2.000e-04, eta: 3:01:55, time: 0.141, data_time: 0.005, memory: 4227, loss_cls: 2.0902, loss_bbox: 0.8158, loss_iou: 1.1941, d0.loss_cls: 2.1890, d0.loss_bbox: 0.8588, d0.loss_iou: 1.2374, d1.loss_cls: 2.1534, d1.loss_bbox: 0.8405, d1.loss_iou: 1.2219, d2.loss_cls: 2.1233, d2.loss_bbox: 0.8270, d2.loss_iou: 1.2067, d3.loss_cls: 2.1094, d3.loss_bbox: 0.8204, d3.loss_iou: 1.1998, d4.loss_cls: 2.0976, d4.loss_bbox: 0.8173, d4.loss_iou: 1.1961, loss: 24.9987, grad_norm: 16.7362 -2022-10-26 20:07:12,228 - mmdet - INFO - Epoch [8][200/1849] lr: 2.000e-04, eta: 3:01:49, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.0906, loss_bbox: 0.8102, loss_iou: 1.1878, d0.loss_cls: 2.1870, d0.loss_bbox: 0.8552, d0.loss_iou: 1.2342, d1.loss_cls: 2.1493, d1.loss_bbox: 0.8376, d1.loss_iou: 1.2182, d2.loss_cls: 2.1192, d2.loss_bbox: 0.8227, d2.loss_iou: 1.2015, d3.loss_cls: 2.1082, d3.loss_bbox: 0.8158, d3.loss_iou: 1.1946, d4.loss_cls: 2.0975, d4.loss_bbox: 0.8126, d4.loss_iou: 1.1895, loss: 24.9317, grad_norm: 14.0450 -2022-10-26 20:07:19,650 - mmdet - INFO - Epoch [8][250/1849] lr: 2.000e-04, eta: 3:01:45, time: 0.148, data_time: 0.004, memory: 4227, loss_cls: 2.0856, loss_bbox: 0.8108, loss_iou: 1.1939, d0.loss_cls: 2.1854, d0.loss_bbox: 0.8554, d0.loss_iou: 1.2392, d1.loss_cls: 2.1493, d1.loss_bbox: 0.8372, d1.loss_iou: 1.2234, d2.loss_cls: 2.1185, d2.loss_bbox: 0.8226, d2.loss_iou: 1.2068, d3.loss_cls: 2.1019, d3.loss_bbox: 0.8149, d3.loss_iou: 1.1996, d4.loss_cls: 2.0912, d4.loss_bbox: 0.8119, d4.loss_iou: 1.1958, loss: 24.9435, grad_norm: 14.9253 -2022-10-26 20:07:26,465 - mmdet - INFO - Epoch [8][300/1849] lr: 2.000e-04, eta: 3:01:38, time: 0.136, data_time: 0.005, memory: 4227, loss_cls: 2.0797, loss_bbox: 0.8101, loss_iou: 1.1911, d0.loss_cls: 2.1775, d0.loss_bbox: 0.8539, d0.loss_iou: 1.2356, d1.loss_cls: 2.1410, d1.loss_bbox: 0.8366, d1.loss_iou: 1.2204, d2.loss_cls: 2.1107, d2.loss_bbox: 0.8217, d2.loss_iou: 1.2034, d3.loss_cls: 2.0961, d3.loss_bbox: 0.8145, d3.loss_iou: 1.1957, d4.loss_cls: 2.0875, d4.loss_bbox: 0.8123, d4.loss_iou: 1.1923, loss: 24.8802, grad_norm: 14.1434 -2022-10-26 20:07:33,270 - mmdet - INFO - Epoch [8][350/1849] lr: 2.000e-04, eta: 3:01:30, time: 0.136, data_time: 0.005, memory: 4227, loss_cls: 2.1071, loss_bbox: 0.8121, loss_iou: 1.1936, d0.loss_cls: 2.1999, d0.loss_bbox: 0.8558, d0.loss_iou: 1.2363, d1.loss_cls: 2.1650, d1.loss_bbox: 0.8376, d1.loss_iou: 1.2223, d2.loss_cls: 2.1357, d2.loss_bbox: 0.8234, d2.loss_iou: 1.2051, d3.loss_cls: 2.1258, d3.loss_bbox: 0.8164, d3.loss_iou: 1.1973, d4.loss_cls: 2.1143, d4.loss_bbox: 0.8133, d4.loss_iou: 1.1947, loss: 25.0556, grad_norm: 15.2714 -2022-10-26 20:07:40,304 - mmdet - INFO - Epoch [8][400/1849] lr: 2.000e-04, eta: 3:01:24, time: 0.141, data_time: 0.005, memory: 4227, loss_cls: 2.0727, loss_bbox: 0.8137, loss_iou: 1.1962, d0.loss_cls: 2.1683, d0.loss_bbox: 0.8567, d0.loss_iou: 1.2399, d1.loss_cls: 2.1318, d1.loss_bbox: 0.8386, d1.loss_iou: 1.2242, d2.loss_cls: 2.1037, d2.loss_bbox: 0.8251, d2.loss_iou: 1.2088, d3.loss_cls: 2.0891, d3.loss_bbox: 0.8182, d3.loss_iou: 1.2013, d4.loss_cls: 2.0785, d4.loss_bbox: 0.8146, d4.loss_iou: 1.1982, loss: 24.8797, grad_norm: 16.5538 -2022-10-26 20:07:47,358 - mmdet - INFO - Epoch [8][450/1849] lr: 2.000e-04, eta: 3:01:19, time: 0.141, data_time: 0.005, memory: 4227, loss_cls: 2.0884, loss_bbox: 0.8075, loss_iou: 1.1935, d0.loss_cls: 2.1859, d0.loss_bbox: 0.8510, d0.loss_iou: 1.2394, d1.loss_cls: 2.1514, d1.loss_bbox: 0.8321, d1.loss_iou: 1.2237, d2.loss_cls: 2.1194, d2.loss_bbox: 0.8186, d2.loss_iou: 1.2070, d3.loss_cls: 2.1050, d3.loss_bbox: 0.8124, d3.loss_iou: 1.1999, d4.loss_cls: 2.0948, d4.loss_bbox: 0.8088, d4.loss_iou: 1.1955, loss: 24.9345, grad_norm: 13.7042 -2022-10-26 20:07:54,214 - mmdet - INFO - Epoch [8][500/1849] lr: 2.000e-04, eta: 3:01:12, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.0874, loss_bbox: 0.8128, loss_iou: 1.1985, d0.loss_cls: 2.1835, d0.loss_bbox: 0.8570, d0.loss_iou: 1.2420, d1.loss_cls: 2.1496, d1.loss_bbox: 0.8382, d1.loss_iou: 1.2274, d2.loss_cls: 2.1197, d2.loss_bbox: 0.8246, d2.loss_iou: 1.2109, d3.loss_cls: 2.1062, d3.loss_bbox: 0.8178, d3.loss_iou: 1.2035, d4.loss_cls: 2.0925, d4.loss_bbox: 0.8149, d4.loss_iou: 1.2006, loss: 24.9869, grad_norm: 13.5622 -2022-10-26 20:08:01,062 - mmdet - INFO - Epoch [8][550/1849] lr: 2.000e-04, eta: 3:01:05, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.0978, loss_bbox: 0.8142, loss_iou: 1.1946, d0.loss_cls: 2.1932, d0.loss_bbox: 0.8580, d0.loss_iou: 1.2395, d1.loss_cls: 2.1572, d1.loss_bbox: 0.8404, d1.loss_iou: 1.2251, d2.loss_cls: 2.1263, d2.loss_bbox: 0.8252, d2.loss_iou: 1.2078, d3.loss_cls: 2.1160, d3.loss_bbox: 0.8186, d3.loss_iou: 1.2000, d4.loss_cls: 2.1026, d4.loss_bbox: 0.8151, d4.loss_iou: 1.1963, loss: 25.0279, grad_norm: 13.9841 -2022-10-26 20:08:07,761 - mmdet - INFO - Epoch [8][600/1849] lr: 2.000e-04, eta: 3:00:57, time: 0.134, data_time: 0.004, memory: 4227, loss_cls: 2.0959, loss_bbox: 0.8122, loss_iou: 1.1950, d0.loss_cls: 2.1909, d0.loss_bbox: 0.8559, d0.loss_iou: 1.2407, d1.loss_cls: 2.1546, d1.loss_bbox: 0.8383, d1.loss_iou: 1.2250, d2.loss_cls: 2.1248, d2.loss_bbox: 0.8246, d2.loss_iou: 1.2092, d3.loss_cls: 2.1114, d3.loss_bbox: 0.8173, d3.loss_iou: 1.2011, d4.loss_cls: 2.1012, d4.loss_bbox: 0.8144, d4.loss_iou: 1.1967, loss: 25.0094, grad_norm: 13.7990 -2022-10-26 20:08:14,567 - mmdet - INFO - Epoch [8][650/1849] lr: 2.000e-04, eta: 3:00:49, time: 0.136, data_time: 0.005, memory: 4227, loss_cls: 2.0849, loss_bbox: 0.8122, loss_iou: 1.1967, d0.loss_cls: 2.1791, d0.loss_bbox: 0.8549, d0.loss_iou: 1.2403, d1.loss_cls: 2.1447, d1.loss_bbox: 0.8384, d1.loss_iou: 1.2257, d2.loss_cls: 2.1141, d2.loss_bbox: 0.8246, d2.loss_iou: 1.2093, d3.loss_cls: 2.0997, d3.loss_bbox: 0.8173, d3.loss_iou: 1.2022, d4.loss_cls: 2.0903, d4.loss_bbox: 0.8138, d4.loss_iou: 1.1982, loss: 24.9462, grad_norm: 16.1808 -2022-10-26 20:08:21,330 - mmdet - INFO - Epoch [8][700/1849] lr: 2.000e-04, eta: 3:00:42, time: 0.135, data_time: 0.005, memory: 4227, loss_cls: 2.0922, loss_bbox: 0.8109, loss_iou: 1.1963, d0.loss_cls: 2.1841, d0.loss_bbox: 0.8549, d0.loss_iou: 1.2415, d1.loss_cls: 2.1478, d1.loss_bbox: 0.8375, d1.loss_iou: 1.2260, d2.loss_cls: 2.1203, d2.loss_bbox: 0.8241, d2.loss_iou: 1.2084, d3.loss_cls: 2.1065, d3.loss_bbox: 0.8158, d3.loss_iou: 1.2022, d4.loss_cls: 2.0964, d4.loss_bbox: 0.8128, d4.loss_iou: 1.1976, loss: 24.9753, grad_norm: 15.3359 -2022-10-26 20:08:28,248 - mmdet - INFO - Epoch [8][750/1849] lr: 2.000e-04, eta: 3:00:35, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.0888, loss_bbox: 0.8115, loss_iou: 1.1955, d0.loss_cls: 2.1808, d0.loss_bbox: 0.8568, d0.loss_iou: 1.2420, d1.loss_cls: 2.1457, d1.loss_bbox: 0.8378, d1.loss_iou: 1.2247, d2.loss_cls: 2.1154, d2.loss_bbox: 0.8227, d2.loss_iou: 1.2079, d3.loss_cls: 2.1035, d3.loss_bbox: 0.8159, d3.loss_iou: 1.2003, d4.loss_cls: 2.0939, d4.loss_bbox: 0.8135, d4.loss_iou: 1.1973, loss: 24.9541, grad_norm: 13.6838 -2022-10-26 20:08:35,191 - mmdet - INFO - Epoch [8][800/1849] lr: 2.000e-04, eta: 3:00:29, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.0816, loss_bbox: 0.8082, loss_iou: 1.1931, d0.loss_cls: 2.1782, d0.loss_bbox: 0.8523, d0.loss_iou: 1.2377, d1.loss_cls: 2.1438, d1.loss_bbox: 0.8338, d1.loss_iou: 1.2225, d2.loss_cls: 2.1152, d2.loss_bbox: 0.8195, d2.loss_iou: 1.2067, d3.loss_cls: 2.0995, d3.loss_bbox: 0.8132, d3.loss_iou: 1.1981, d4.loss_cls: 2.0895, d4.loss_bbox: 0.8095, d4.loss_iou: 1.1946, loss: 24.8970, grad_norm: 15.7719 -2022-10-26 20:08:42,782 - mmdet - INFO - Epoch [8][850/1849] lr: 2.000e-04, eta: 3:00:26, time: 0.152, data_time: 0.004, memory: 4227, loss_cls: 2.0937, loss_bbox: 0.8122, loss_iou: 1.1930, d0.loss_cls: 2.1922, d0.loss_bbox: 0.8572, d0.loss_iou: 1.2387, d1.loss_cls: 2.1547, d1.loss_bbox: 0.8377, d1.loss_iou: 1.2222, d2.loss_cls: 2.1255, d2.loss_bbox: 0.8234, d2.loss_iou: 1.2067, d3.loss_cls: 2.1123, d3.loss_bbox: 0.8167, d3.loss_iou: 1.1985, d4.loss_cls: 2.1016, d4.loss_bbox: 0.8136, d4.loss_iou: 1.1946, loss: 24.9944, grad_norm: 15.2631 -2022-10-26 20:08:49,695 - mmdet - INFO - Epoch [8][900/1849] lr: 2.000e-04, eta: 3:00:19, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.0919, loss_bbox: 0.8104, loss_iou: 1.1927, d0.loss_cls: 2.1922, d0.loss_bbox: 0.8549, d0.loss_iou: 1.2372, d1.loss_cls: 2.1568, d1.loss_bbox: 0.8371, d1.loss_iou: 1.2221, d2.loss_cls: 2.1250, d2.loss_bbox: 0.8230, d2.loss_iou: 1.2058, d3.loss_cls: 2.1095, d3.loss_bbox: 0.8152, d3.loss_iou: 1.1975, d4.loss_cls: 2.0979, d4.loss_bbox: 0.8119, d4.loss_iou: 1.1944, loss: 24.9756, grad_norm: 14.8902 -2022-10-26 20:08:56,461 - mmdet - INFO - Epoch [8][950/1849] lr: 2.000e-04, eta: 3:00:12, time: 0.135, data_time: 0.005, memory: 4227, loss_cls: 2.0958, loss_bbox: 0.8165, loss_iou: 1.1925, d0.loss_cls: 2.1946, d0.loss_bbox: 0.8614, d0.loss_iou: 1.2376, d1.loss_cls: 2.1568, d1.loss_bbox: 0.8419, d1.loss_iou: 1.2231, d2.loss_cls: 2.1255, d2.loss_bbox: 0.8275, d2.loss_iou: 1.2052, d3.loss_cls: 2.1127, d3.loss_bbox: 0.8212, d3.loss_iou: 1.1976, d4.loss_cls: 2.1025, d4.loss_bbox: 0.8178, d4.loss_iou: 1.1940, loss: 25.0242, grad_norm: 14.0585 -2022-10-26 20:09:03,639 - mmdet - INFO - Epoch [8][1000/1849] lr: 2.000e-04, eta: 3:00:06, time: 0.143, data_time: 0.004, memory: 4227, loss_cls: 2.0814, loss_bbox: 0.8099, loss_iou: 1.1935, d0.loss_cls: 2.1781, d0.loss_bbox: 0.8525, d0.loss_iou: 1.2381, d1.loss_cls: 2.1409, d1.loss_bbox: 0.8360, d1.loss_iou: 1.2230, d2.loss_cls: 2.1133, d2.loss_bbox: 0.8227, d2.loss_iou: 1.2067, d3.loss_cls: 2.0986, d3.loss_bbox: 0.8148, d3.loss_iou: 1.1983, d4.loss_cls: 2.0871, d4.loss_bbox: 0.8116, d4.loss_iou: 1.1951, loss: 24.9017, grad_norm: 15.9422 -2022-10-26 20:09:10,641 - mmdet - INFO - Epoch [8][1050/1849] lr: 2.000e-04, eta: 3:00:00, time: 0.140, data_time: 0.005, memory: 4227, loss_cls: 2.0980, loss_bbox: 0.8128, loss_iou: 1.1955, d0.loss_cls: 2.2008, d0.loss_bbox: 0.8575, d0.loss_iou: 1.2410, d1.loss_cls: 2.1569, d1.loss_bbox: 0.8388, d1.loss_iou: 1.2265, d2.loss_cls: 2.1296, d2.loss_bbox: 0.8260, d2.loss_iou: 1.2095, d3.loss_cls: 2.1159, d3.loss_bbox: 0.8193, d3.loss_iou: 1.2010, d4.loss_cls: 2.1026, d4.loss_bbox: 0.8149, d4.loss_iou: 1.1980, loss: 25.0446, grad_norm: 14.9220 -2022-10-26 20:09:17,693 - mmdet - INFO - Epoch [8][1100/1849] lr: 2.000e-04, eta: 2:59:54, time: 0.141, data_time: 0.004, memory: 4227, loss_cls: 2.1043, loss_bbox: 0.8138, loss_iou: 1.1971, d0.loss_cls: 2.2016, d0.loss_bbox: 0.8571, d0.loss_iou: 1.2408, d1.loss_cls: 2.1640, d1.loss_bbox: 0.8391, d1.loss_iou: 1.2253, d2.loss_cls: 2.1327, d2.loss_bbox: 0.8255, d2.loss_iou: 1.2093, d3.loss_cls: 2.1182, d3.loss_bbox: 0.8184, d3.loss_iou: 1.2025, d4.loss_cls: 2.1105, d4.loss_bbox: 0.8157, d4.loss_iou: 1.1982, loss: 25.0739, grad_norm: 14.2330 -2022-10-26 20:09:24,678 - mmdet - INFO - Epoch [8][1150/1849] lr: 2.000e-04, eta: 2:59:48, time: 0.140, data_time: 0.004, memory: 4227, loss_cls: 2.0950, loss_bbox: 0.8129, loss_iou: 1.1933, d0.loss_cls: 2.1890, d0.loss_bbox: 0.8567, d0.loss_iou: 1.2385, d1.loss_cls: 2.1526, d1.loss_bbox: 0.8386, d1.loss_iou: 1.2223, d2.loss_cls: 2.1237, d2.loss_bbox: 0.8252, d2.loss_iou: 1.2063, d3.loss_cls: 2.1111, d3.loss_bbox: 0.8176, d3.loss_iou: 1.1987, d4.loss_cls: 2.1016, d4.loss_bbox: 0.8141, d4.loss_iou: 1.1950, loss: 24.9923, grad_norm: 15.4288 -2022-10-26 20:09:31,323 - mmdet - INFO - Epoch [8][1200/1849] lr: 2.000e-04, eta: 2:59:40, time: 0.133, data_time: 0.004, memory: 4227, loss_cls: 2.1018, loss_bbox: 0.8137, loss_iou: 1.1934, d0.loss_cls: 2.1984, d0.loss_bbox: 0.8590, d0.loss_iou: 1.2390, d1.loss_cls: 2.1611, d1.loss_bbox: 0.8402, d1.loss_iou: 1.2228, d2.loss_cls: 2.1301, d2.loss_bbox: 0.8258, d2.loss_iou: 1.2063, d3.loss_cls: 2.1158, d3.loss_bbox: 0.8187, d3.loss_iou: 1.1985, d4.loss_cls: 2.1064, d4.loss_bbox: 0.8154, d4.loss_iou: 1.1952, loss: 25.0415, grad_norm: 14.8598 -2022-10-26 20:09:38,336 - mmdet - INFO - Epoch [8][1250/1849] lr: 2.000e-04, eta: 2:59:33, time: 0.140, data_time: 0.005, memory: 4227, loss_cls: 2.0887, loss_bbox: 0.8077, loss_iou: 1.1899, d0.loss_cls: 2.1872, d0.loss_bbox: 0.8535, d0.loss_iou: 1.2344, d1.loss_cls: 2.1526, d1.loss_bbox: 0.8334, d1.loss_iou: 1.2198, d2.loss_cls: 2.1205, d2.loss_bbox: 0.8188, d2.loss_iou: 1.2029, d3.loss_cls: 2.1084, d3.loss_bbox: 0.8120, d3.loss_iou: 1.1954, d4.loss_cls: 2.0956, d4.loss_bbox: 0.8090, d4.loss_iou: 1.1916, loss: 24.9213, grad_norm: 15.7527 -2022-10-26 20:09:45,396 - mmdet - INFO - Epoch [8][1300/1849] lr: 2.000e-04, eta: 2:59:28, time: 0.141, data_time: 0.004, memory: 4227, loss_cls: 2.0814, loss_bbox: 0.8097, loss_iou: 1.1863, d0.loss_cls: 2.1802, d0.loss_bbox: 0.8539, d0.loss_iou: 1.2334, d1.loss_cls: 2.1421, d1.loss_bbox: 0.8356, d1.loss_iou: 1.2176, d2.loss_cls: 2.1125, d2.loss_bbox: 0.8208, d2.loss_iou: 1.1992, d3.loss_cls: 2.1005, d3.loss_bbox: 0.8145, d3.loss_iou: 1.1916, d4.loss_cls: 2.0887, d4.loss_bbox: 0.8114, d4.loss_iou: 1.1878, loss: 24.8671, grad_norm: 14.6756 -2022-10-26 20:09:52,366 - mmdet - INFO - Epoch [8][1350/1849] lr: 2.000e-04, eta: 2:59:21, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.0924, loss_bbox: 0.8091, loss_iou: 1.1908, d0.loss_cls: 2.1869, d0.loss_bbox: 0.8536, d0.loss_iou: 1.2354, d1.loss_cls: 2.1514, d1.loss_bbox: 0.8333, d1.loss_iou: 1.2190, d2.loss_cls: 2.1221, d2.loss_bbox: 0.8199, d2.loss_iou: 1.2033, d3.loss_cls: 2.1069, d3.loss_bbox: 0.8125, d3.loss_iou: 1.1954, d4.loss_cls: 2.0987, d4.loss_bbox: 0.8098, d4.loss_iou: 1.1926, loss: 24.9331, grad_norm: 15.7738 -2022-10-26 20:09:59,292 - mmdet - INFO - Epoch [8][1400/1849] lr: 2.000e-04, eta: 2:59:14, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.0831, loss_bbox: 0.8073, loss_iou: 1.1933, d0.loss_cls: 2.1777, d0.loss_bbox: 0.8522, d0.loss_iou: 1.2396, d1.loss_cls: 2.1439, d1.loss_bbox: 0.8336, d1.loss_iou: 1.2239, d2.loss_cls: 2.1143, d2.loss_bbox: 0.8196, d2.loss_iou: 1.2070, d3.loss_cls: 2.0982, d3.loss_bbox: 0.8130, d3.loss_iou: 1.1982, d4.loss_cls: 2.0885, d4.loss_bbox: 0.8089, d4.loss_iou: 1.1947, loss: 24.8971, grad_norm: 15.1373 -2022-10-26 20:10:06,132 - mmdet - INFO - Epoch [8][1450/1849] lr: 2.000e-04, eta: 2:59:07, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.0981, loss_bbox: 0.8124, loss_iou: 1.1919, d0.loss_cls: 2.1928, d0.loss_bbox: 0.8573, d0.loss_iou: 1.2375, d1.loss_cls: 2.1607, d1.loss_bbox: 0.8396, d1.loss_iou: 1.2212, d2.loss_cls: 2.1326, d2.loss_bbox: 0.8246, d2.loss_iou: 1.2053, d3.loss_cls: 2.1160, d3.loss_bbox: 0.8187, d3.loss_iou: 1.1978, d4.loss_cls: 2.1059, d4.loss_bbox: 0.8144, d4.loss_iou: 1.1943, loss: 25.0210, grad_norm: 14.1577 -2022-10-26 20:10:12,908 - mmdet - INFO - Epoch [8][1500/1849] lr: 2.000e-04, eta: 2:59:00, time: 0.135, data_time: 0.004, memory: 4227, loss_cls: 2.0946, loss_bbox: 0.8109, loss_iou: 1.1889, d0.loss_cls: 2.1895, d0.loss_bbox: 0.8566, d0.loss_iou: 1.2343, d1.loss_cls: 2.1564, d1.loss_bbox: 0.8367, d1.loss_iou: 1.2185, d2.loss_cls: 2.1276, d2.loss_bbox: 0.8214, d2.loss_iou: 1.2022, d3.loss_cls: 2.1122, d3.loss_bbox: 0.8157, d3.loss_iou: 1.1939, d4.loss_cls: 2.1006, d4.loss_bbox: 0.8124, d4.loss_iou: 1.1903, loss: 24.9626, grad_norm: 15.9287 -2022-10-26 20:10:19,560 - mmdet - INFO - Epoch [8][1550/1849] lr: 2.000e-04, eta: 2:58:52, time: 0.133, data_time: 0.004, memory: 4227, loss_cls: 2.0876, loss_bbox: 0.8117, loss_iou: 1.1933, d0.loss_cls: 2.1856, d0.loss_bbox: 0.8569, d0.loss_iou: 1.2387, d1.loss_cls: 2.1477, d1.loss_bbox: 0.8377, d1.loss_iou: 1.2230, d2.loss_cls: 2.1189, d2.loss_bbox: 0.8236, d2.loss_iou: 1.2061, d3.loss_cls: 2.1035, d3.loss_bbox: 0.8164, d3.loss_iou: 1.1990, d4.loss_cls: 2.0927, d4.loss_bbox: 0.8134, d4.loss_iou: 1.1947, loss: 24.9505, grad_norm: 15.0567 -2022-10-26 20:10:26,111 - mmdet - INFO - Epoch [8][1600/1849] lr: 2.000e-04, eta: 2:58:43, time: 0.131, data_time: 0.004, memory: 4227, loss_cls: 2.0924, loss_bbox: 0.8021, loss_iou: 1.1882, d0.loss_cls: 2.1878, d0.loss_bbox: 0.8478, d0.loss_iou: 1.2360, d1.loss_cls: 2.1526, d1.loss_bbox: 0.8281, d1.loss_iou: 1.2187, d2.loss_cls: 2.1216, d2.loss_bbox: 0.8144, d2.loss_iou: 1.2016, d3.loss_cls: 2.1077, d3.loss_bbox: 0.8070, d3.loss_iou: 1.1944, d4.loss_cls: 2.0952, d4.loss_bbox: 0.8036, d4.loss_iou: 1.1900, loss: 24.8892, grad_norm: 15.7169 -2022-10-26 20:10:33,020 - mmdet - INFO - Epoch [8][1650/1849] lr: 2.000e-04, eta: 2:58:36, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.0842, loss_bbox: 0.8100, loss_iou: 1.1881, d0.loss_cls: 2.1857, d0.loss_bbox: 0.8556, d0.loss_iou: 1.2335, d1.loss_cls: 2.1449, d1.loss_bbox: 0.8365, d1.loss_iou: 1.2199, d2.loss_cls: 2.1160, d2.loss_bbox: 0.8219, d2.loss_iou: 1.2018, d3.loss_cls: 2.1000, d3.loss_bbox: 0.8151, d3.loss_iou: 1.1931, d4.loss_cls: 2.0911, d4.loss_bbox: 0.8116, d4.loss_iou: 1.1900, loss: 24.8991, grad_norm: 15.0928 -2022-10-26 20:10:39,788 - mmdet - INFO - Epoch [8][1700/1849] lr: 2.000e-04, eta: 2:58:29, time: 0.135, data_time: 0.004, memory: 4227, loss_cls: 2.0934, loss_bbox: 0.8133, loss_iou: 1.1943, d0.loss_cls: 2.1940, d0.loss_bbox: 0.8586, d0.loss_iou: 1.2406, d1.loss_cls: 2.1545, d1.loss_bbox: 0.8396, d1.loss_iou: 1.2251, d2.loss_cls: 2.1231, d2.loss_bbox: 0.8254, d2.loss_iou: 1.2080, d3.loss_cls: 2.1094, d3.loss_bbox: 0.8170, d3.loss_iou: 1.1999, d4.loss_cls: 2.0990, d4.loss_bbox: 0.8141, d4.loss_iou: 1.1965, loss: 25.0058, grad_norm: 14.6802 -2022-10-26 20:10:46,326 - mmdet - INFO - Epoch [8][1750/1849] lr: 2.000e-04, eta: 2:58:20, time: 0.131, data_time: 0.004, memory: 4227, loss_cls: 2.1071, loss_bbox: 0.8064, loss_iou: 1.1885, d0.loss_cls: 2.1996, d0.loss_bbox: 0.8522, d0.loss_iou: 1.2356, d1.loss_cls: 2.1655, d1.loss_bbox: 0.8328, d1.loss_iou: 1.2208, d2.loss_cls: 2.1354, d2.loss_bbox: 0.8191, d2.loss_iou: 1.2038, d3.loss_cls: 2.1199, d3.loss_bbox: 0.8123, d3.loss_iou: 1.1959, d4.loss_cls: 2.1092, d4.loss_bbox: 0.8078, d4.loss_iou: 1.1912, loss: 25.0031, grad_norm: 14.6514 -2022-10-26 20:10:53,314 - mmdet - INFO - Epoch [8][1800/1849] lr: 2.000e-04, eta: 2:58:14, time: 0.140, data_time: 0.005, memory: 4227, loss_cls: 2.0689, loss_bbox: 0.8065, loss_iou: 1.1800, d0.loss_cls: 2.1687, d0.loss_bbox: 0.8522, d0.loss_iou: 1.2267, d1.loss_cls: 2.1313, d1.loss_bbox: 0.8339, d1.loss_iou: 1.2120, d2.loss_cls: 2.1023, d2.loss_bbox: 0.8188, d2.loss_iou: 1.1950, d3.loss_cls: 2.0853, d3.loss_bbox: 0.8115, d3.loss_iou: 1.1859, d4.loss_cls: 2.0759, d4.loss_bbox: 0.8088, d4.loss_iou: 1.1812, loss: 24.7447, grad_norm: 13.2045 -2022-10-26 20:11:00,293 - mmdet - INFO - Saving checkpoint at 8 epochs -2022-10-26 20:11:10,803 - mmdet - INFO - Epoch [9][50/1849] lr: 2.000e-04, eta: 2:57:41, time: 0.198, data_time: 0.064, memory: 4227, loss_cls: 2.0765, loss_bbox: 0.8055, loss_iou: 1.1892, d0.loss_cls: 2.1737, d0.loss_bbox: 0.8499, d0.loss_iou: 1.2355, d1.loss_cls: 2.1362, d1.loss_bbox: 0.8302, d1.loss_iou: 1.2196, d2.loss_cls: 2.1096, d2.loss_bbox: 0.8163, d2.loss_iou: 1.2026, d3.loss_cls: 2.0928, d3.loss_bbox: 0.8098, d3.loss_iou: 1.1945, d4.loss_cls: 2.0826, d4.loss_bbox: 0.8069, d4.loss_iou: 1.1910, loss: 24.8222, grad_norm: 15.0143 -2022-10-26 20:11:17,808 - mmdet - INFO - Epoch [9][100/1849] lr: 2.000e-04, eta: 2:57:34, time: 0.140, data_time: 0.005, memory: 4227, loss_cls: 2.0772, loss_bbox: 0.8056, loss_iou: 1.1898, d0.loss_cls: 2.1711, d0.loss_bbox: 0.8501, d0.loss_iou: 1.2339, d1.loss_cls: 2.1381, d1.loss_bbox: 0.8317, d1.loss_iou: 1.2198, d2.loss_cls: 2.1063, d2.loss_bbox: 0.8178, d2.loss_iou: 1.2030, d3.loss_cls: 2.0946, d3.loss_bbox: 0.8106, d3.loss_iou: 1.1961, d4.loss_cls: 2.0818, d4.loss_bbox: 0.8071, d4.loss_iou: 1.1928, loss: 24.8272, grad_norm: 15.2082 -2022-10-26 20:11:24,674 - mmdet - INFO - Epoch [9][150/1849] lr: 2.000e-04, eta: 2:57:28, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.0614, loss_bbox: 0.8016, loss_iou: 1.1853, d0.loss_cls: 2.1573, d0.loss_bbox: 0.8487, d0.loss_iou: 1.2309, d1.loss_cls: 2.1186, d1.loss_bbox: 0.8282, d1.loss_iou: 1.2148, d2.loss_cls: 2.0892, d2.loss_bbox: 0.8134, d2.loss_iou: 1.1981, d3.loss_cls: 2.0770, d3.loss_bbox: 0.8065, d3.loss_iou: 1.1904, d4.loss_cls: 2.0665, d4.loss_bbox: 0.8037, d4.loss_iou: 1.1871, loss: 24.6786, grad_norm: 16.0152 -2022-10-26 20:11:31,793 - mmdet - INFO - Epoch [9][200/1849] lr: 2.000e-04, eta: 2:57:22, time: 0.142, data_time: 0.005, memory: 4227, loss_cls: 2.0567, loss_bbox: 0.8064, loss_iou: 1.1859, d0.loss_cls: 2.1506, d0.loss_bbox: 0.8523, d0.loss_iou: 1.2317, d1.loss_cls: 2.1174, d1.loss_bbox: 0.8330, d1.loss_iou: 1.2159, d2.loss_cls: 2.0869, d2.loss_bbox: 0.8185, d2.loss_iou: 1.1991, d3.loss_cls: 2.0732, d3.loss_bbox: 0.8111, d3.loss_iou: 1.1912, d4.loss_cls: 2.0622, d4.loss_bbox: 0.8078, d4.loss_iou: 1.1885, loss: 24.6884, grad_norm: 13.5320 -2022-10-26 20:11:38,929 - mmdet - INFO - Epoch [9][250/1849] lr: 2.000e-04, eta: 2:57:17, time: 0.143, data_time: 0.005, memory: 4227, loss_cls: 2.0682, loss_bbox: 0.8047, loss_iou: 1.1861, d0.loss_cls: 2.1633, d0.loss_bbox: 0.8502, d0.loss_iou: 1.2322, d1.loss_cls: 2.1300, d1.loss_bbox: 0.8310, d1.loss_iou: 1.2173, d2.loss_cls: 2.1013, d2.loss_bbox: 0.8166, d2.loss_iou: 1.1990, d3.loss_cls: 2.0850, d3.loss_bbox: 0.8099, d3.loss_iou: 1.1911, d4.loss_cls: 2.0725, d4.loss_bbox: 0.8061, d4.loss_iou: 1.1877, loss: 24.7522, grad_norm: 15.4624 -2022-10-26 20:11:46,305 - mmdet - INFO - Epoch [9][300/1849] lr: 2.000e-04, eta: 2:57:12, time: 0.148, data_time: 0.005, memory: 4227, loss_cls: 2.0872, loss_bbox: 0.8102, loss_iou: 1.1910, d0.loss_cls: 2.1854, d0.loss_bbox: 0.8536, d0.loss_iou: 1.2371, d1.loss_cls: 2.1491, d1.loss_bbox: 0.8356, d1.loss_iou: 1.2216, d2.loss_cls: 2.1200, d2.loss_bbox: 0.8211, d2.loss_iou: 1.2049, d3.loss_cls: 2.1023, d3.loss_bbox: 0.8143, d3.loss_iou: 1.1971, d4.loss_cls: 2.0923, d4.loss_bbox: 0.8109, d4.loss_iou: 1.1930, loss: 24.9270, grad_norm: 15.3269 -2022-10-26 20:11:53,196 - mmdet - INFO - Epoch [9][350/1849] lr: 2.000e-04, eta: 2:57:05, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.0784, loss_bbox: 0.8089, loss_iou: 1.1866, d0.loss_cls: 2.1729, d0.loss_bbox: 0.8548, d0.loss_iou: 1.2334, d1.loss_cls: 2.1393, d1.loss_bbox: 0.8356, d1.loss_iou: 1.2168, d2.loss_cls: 2.1088, d2.loss_bbox: 0.8210, d2.loss_iou: 1.2004, d3.loss_cls: 2.0928, d3.loss_bbox: 0.8144, d3.loss_iou: 1.1919, d4.loss_cls: 2.0813, d4.loss_bbox: 0.8105, d4.loss_iou: 1.1888, loss: 24.8365, grad_norm: 15.3285 -2022-10-26 20:12:00,098 - mmdet - INFO - Epoch [9][400/1849] lr: 2.000e-04, eta: 2:56:59, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.0783, loss_bbox: 0.8089, loss_iou: 1.1894, d0.loss_cls: 2.1725, d0.loss_bbox: 0.8526, d0.loss_iou: 1.2356, d1.loss_cls: 2.1391, d1.loss_bbox: 0.8347, d1.loss_iou: 1.2202, d2.loss_cls: 2.1114, d2.loss_bbox: 0.8209, d2.loss_iou: 1.2038, d3.loss_cls: 2.0960, d3.loss_bbox: 0.8129, d3.loss_iou: 1.1960, d4.loss_cls: 2.0854, d4.loss_bbox: 0.8100, d4.loss_iou: 1.1924, loss: 24.8601, grad_norm: 15.4012 -2022-10-26 20:12:06,960 - mmdet - INFO - Epoch [9][450/1849] lr: 2.000e-04, eta: 2:56:52, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.0668, loss_bbox: 0.8051, loss_iou: 1.1877, d0.loss_cls: 2.1656, d0.loss_bbox: 0.8483, d0.loss_iou: 1.2331, d1.loss_cls: 2.1293, d1.loss_bbox: 0.8306, d1.loss_iou: 1.2176, d2.loss_cls: 2.1009, d2.loss_bbox: 0.8164, d2.loss_iou: 1.2006, d3.loss_cls: 2.0856, d3.loss_bbox: 0.8095, d3.loss_iou: 1.1932, d4.loss_cls: 2.0729, d4.loss_bbox: 0.8065, d4.loss_iou: 1.1891, loss: 24.7588, grad_norm: 13.5674 -2022-10-26 20:12:13,914 - mmdet - INFO - Epoch [9][500/1849] lr: 2.000e-04, eta: 2:56:45, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.0847, loss_bbox: 0.8100, loss_iou: 1.1871, d0.loss_cls: 2.1768, d0.loss_bbox: 0.8548, d0.loss_iou: 1.2325, d1.loss_cls: 2.1413, d1.loss_bbox: 0.8357, d1.loss_iou: 1.2172, d2.loss_cls: 2.1144, d2.loss_bbox: 0.8220, d2.loss_iou: 1.2012, d3.loss_cls: 2.1004, d3.loss_bbox: 0.8159, d3.loss_iou: 1.1930, d4.loss_cls: 2.0896, d4.loss_bbox: 0.8123, d4.loss_iou: 1.1892, loss: 24.8781, grad_norm: 14.5055 -2022-10-26 20:12:20,881 - mmdet - INFO - Epoch [9][550/1849] lr: 2.000e-04, eta: 2:56:39, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.0677, loss_bbox: 0.8014, loss_iou: 1.1825, d0.loss_cls: 2.1636, d0.loss_bbox: 0.8467, d0.loss_iou: 1.2283, d1.loss_cls: 2.1274, d1.loss_bbox: 0.8281, d1.loss_iou: 1.2137, d2.loss_cls: 2.0999, d2.loss_bbox: 0.8134, d2.loss_iou: 1.1962, d3.loss_cls: 2.0857, d3.loss_bbox: 0.8055, d3.loss_iou: 1.1881, d4.loss_cls: 2.0748, d4.loss_bbox: 0.8026, d4.loss_iou: 1.1844, loss: 24.7102, grad_norm: 13.7196 -2022-10-26 20:12:28,058 - mmdet - INFO - Epoch [9][600/1849] lr: 2.000e-04, eta: 2:56:34, time: 0.144, data_time: 0.004, memory: 4227, loss_cls: 2.0777, loss_bbox: 0.8042, loss_iou: 1.1861, d0.loss_cls: 2.1753, d0.loss_bbox: 0.8475, d0.loss_iou: 1.2315, d1.loss_cls: 2.1338, d1.loss_bbox: 0.8299, d1.loss_iou: 1.2163, d2.loss_cls: 2.1063, d2.loss_bbox: 0.8160, d2.loss_iou: 1.1997, d3.loss_cls: 2.0939, d3.loss_bbox: 0.8096, d3.loss_iou: 1.1914, d4.loss_cls: 2.0835, d4.loss_bbox: 0.8053, d4.loss_iou: 1.1881, loss: 24.7959, grad_norm: 14.3551 -2022-10-26 20:12:34,920 - mmdet - INFO - Epoch [9][650/1849] lr: 2.000e-04, eta: 2:56:27, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.0916, loss_bbox: 0.8052, loss_iou: 1.1867, d0.loss_cls: 2.1875, d0.loss_bbox: 0.8516, d0.loss_iou: 1.2334, d1.loss_cls: 2.1493, d1.loss_bbox: 0.8333, d1.loss_iou: 1.2168, d2.loss_cls: 2.1233, d2.loss_bbox: 0.8181, d2.loss_iou: 1.1998, d3.loss_cls: 2.1071, d3.loss_bbox: 0.8105, d3.loss_iou: 1.1928, d4.loss_cls: 2.0970, d4.loss_bbox: 0.8068, d4.loss_iou: 1.1885, loss: 24.8993, grad_norm: 13.2343 -2022-10-26 20:12:41,972 - mmdet - INFO - Epoch [9][700/1849] lr: 2.000e-04, eta: 2:56:21, time: 0.141, data_time: 0.005, memory: 4227, loss_cls: 2.0938, loss_bbox: 0.8077, loss_iou: 1.1887, d0.loss_cls: 2.1909, d0.loss_bbox: 0.8522, d0.loss_iou: 1.2353, d1.loss_cls: 2.1564, d1.loss_bbox: 0.8339, d1.loss_iou: 1.2187, d2.loss_cls: 2.1266, d2.loss_bbox: 0.8207, d2.loss_iou: 1.2014, d3.loss_cls: 2.1127, d3.loss_bbox: 0.8130, d3.loss_iou: 1.1935, d4.loss_cls: 2.1012, d4.loss_bbox: 0.8095, d4.loss_iou: 1.1901, loss: 24.9462, grad_norm: 14.6797 -2022-10-26 20:12:48,672 - mmdet - INFO - Epoch [9][750/1849] lr: 2.000e-04, eta: 2:56:13, time: 0.134, data_time: 0.004, memory: 4227, loss_cls: 2.0791, loss_bbox: 0.8077, loss_iou: 1.1902, d0.loss_cls: 2.1754, d0.loss_bbox: 0.8507, d0.loss_iou: 1.2362, d1.loss_cls: 2.1358, d1.loss_bbox: 0.8329, d1.loss_iou: 1.2205, d2.loss_cls: 2.1099, d2.loss_bbox: 0.8188, d2.loss_iou: 1.2032, d3.loss_cls: 2.0942, d3.loss_bbox: 0.8122, d3.loss_iou: 1.1958, d4.loss_cls: 2.0844, d4.loss_bbox: 0.8094, d4.loss_iou: 1.1913, loss: 24.8478, grad_norm: 14.2976 -2022-10-26 20:12:55,796 - mmdet - INFO - Epoch [9][800/1849] lr: 2.000e-04, eta: 2:56:07, time: 0.142, data_time: 0.005, memory: 4227, loss_cls: 2.0849, loss_bbox: 0.8070, loss_iou: 1.1879, d0.loss_cls: 2.1793, d0.loss_bbox: 0.8512, d0.loss_iou: 1.2343, d1.loss_cls: 2.1500, d1.loss_bbox: 0.8341, d1.loss_iou: 1.2187, d2.loss_cls: 2.1188, d2.loss_bbox: 0.8197, d2.loss_iou: 1.2030, d3.loss_cls: 2.1025, d3.loss_bbox: 0.8123, d3.loss_iou: 1.1937, d4.loss_cls: 2.0906, d4.loss_bbox: 0.8093, d4.loss_iou: 1.1897, loss: 24.8871, grad_norm: 14.8895 -2022-10-26 20:13:02,814 - mmdet - INFO - Epoch [9][850/1849] lr: 2.000e-04, eta: 2:56:01, time: 0.141, data_time: 0.005, memory: 4227, loss_cls: 2.0740, loss_bbox: 0.8046, loss_iou: 1.1898, d0.loss_cls: 2.1665, d0.loss_bbox: 0.8502, d0.loss_iou: 1.2368, d1.loss_cls: 2.1330, d1.loss_bbox: 0.8314, d1.loss_iou: 1.2201, d2.loss_cls: 2.1032, d2.loss_bbox: 0.8174, d2.loss_iou: 1.2031, d3.loss_cls: 2.0895, d3.loss_bbox: 0.8102, d3.loss_iou: 1.1950, d4.loss_cls: 2.0776, d4.loss_bbox: 0.8060, d4.loss_iou: 1.1922, loss: 24.8008, grad_norm: 15.0247 -2022-10-26 20:13:09,730 - mmdet - INFO - Epoch [9][900/1849] lr: 2.000e-04, eta: 2:55:54, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.0800, loss_bbox: 0.8081, loss_iou: 1.1870, d0.loss_cls: 2.1747, d0.loss_bbox: 0.8533, d0.loss_iou: 1.2340, d1.loss_cls: 2.1385, d1.loss_bbox: 0.8335, d1.loss_iou: 1.2187, d2.loss_cls: 2.1098, d2.loss_bbox: 0.8202, d2.loss_iou: 1.2021, d3.loss_cls: 2.0964, d3.loss_bbox: 0.8129, d3.loss_iou: 1.1935, d4.loss_cls: 2.0867, d4.loss_bbox: 0.8098, d4.loss_iou: 1.1896, loss: 24.8489, grad_norm: 15.0096 -2022-10-26 20:13:16,615 - mmdet - INFO - Epoch [9][950/1849] lr: 2.000e-04, eta: 2:55:48, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.0761, loss_bbox: 0.8032, loss_iou: 1.1846, d0.loss_cls: 2.1735, d0.loss_bbox: 0.8490, d0.loss_iou: 1.2299, d1.loss_cls: 2.1380, d1.loss_bbox: 0.8300, d1.loss_iou: 1.2152, d2.loss_cls: 2.1078, d2.loss_bbox: 0.8155, d2.loss_iou: 1.1980, d3.loss_cls: 2.0932, d3.loss_bbox: 0.8088, d3.loss_iou: 1.1908, d4.loss_cls: 2.0809, d4.loss_bbox: 0.8048, d4.loss_iou: 1.1865, loss: 24.7858, grad_norm: 16.0395 -2022-10-26 20:13:23,731 - mmdet - INFO - Epoch [9][1000/1849] lr: 2.000e-04, eta: 2:55:42, time: 0.142, data_time: 0.004, memory: 4227, loss_cls: 2.0636, loss_bbox: 0.8034, loss_iou: 1.1834, d0.loss_cls: 2.1598, d0.loss_bbox: 0.8487, d0.loss_iou: 1.2299, d1.loss_cls: 2.1270, d1.loss_bbox: 0.8297, d1.loss_iou: 1.2142, d2.loss_cls: 2.0957, d2.loss_bbox: 0.8155, d2.loss_iou: 1.1968, d3.loss_cls: 2.0811, d3.loss_bbox: 0.8079, d3.loss_iou: 1.1888, d4.loss_cls: 2.0691, d4.loss_bbox: 0.8049, d4.loss_iou: 1.1851, loss: 24.7048, grad_norm: 15.9627 -2022-10-26 20:13:30,828 - mmdet - INFO - Epoch [9][1050/1849] lr: 2.000e-04, eta: 2:55:36, time: 0.142, data_time: 0.004, memory: 4227, loss_cls: 2.0707, loss_bbox: 0.8049, loss_iou: 1.1878, d0.loss_cls: 2.1635, d0.loss_bbox: 0.8509, d0.loss_iou: 1.2350, d1.loss_cls: 2.1280, d1.loss_bbox: 0.8316, d1.loss_iou: 1.2175, d2.loss_cls: 2.0985, d2.loss_bbox: 0.8171, d2.loss_iou: 1.2019, d3.loss_cls: 2.0873, d3.loss_bbox: 0.8107, d3.loss_iou: 1.1937, d4.loss_cls: 2.0757, d4.loss_bbox: 0.8071, d4.loss_iou: 1.1899, loss: 24.7720, grad_norm: 15.2217 -2022-10-26 20:13:37,765 - mmdet - INFO - Epoch [9][1100/1849] lr: 2.000e-04, eta: 2:55:29, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.0778, loss_bbox: 0.8069, loss_iou: 1.1887, d0.loss_cls: 2.1718, d0.loss_bbox: 0.8519, d0.loss_iou: 1.2360, d1.loss_cls: 2.1351, d1.loss_bbox: 0.8330, d1.loss_iou: 1.2202, d2.loss_cls: 2.1086, d2.loss_bbox: 0.8182, d2.loss_iou: 1.2025, d3.loss_cls: 2.0944, d3.loss_bbox: 0.8115, d3.loss_iou: 1.1954, d4.loss_cls: 2.0858, d4.loss_bbox: 0.8086, d4.loss_iou: 1.1909, loss: 24.8374, grad_norm: 14.6261 -2022-10-26 20:13:44,659 - mmdet - INFO - Epoch [9][1150/1849] lr: 2.000e-04, eta: 2:55:23, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.1041, loss_bbox: 0.8067, loss_iou: 1.1844, d0.loss_cls: 2.1993, d0.loss_bbox: 0.8512, d0.loss_iou: 1.2301, d1.loss_cls: 2.1599, d1.loss_bbox: 0.8324, d1.loss_iou: 1.2155, d2.loss_cls: 2.1327, d2.loss_bbox: 0.8183, d2.loss_iou: 1.1986, d3.loss_cls: 2.1205, d3.loss_bbox: 0.8119, d3.loss_iou: 1.1900, d4.loss_cls: 2.1101, d4.loss_bbox: 0.8084, d4.loss_iou: 1.1865, loss: 24.9607, grad_norm: 14.4638 -2022-10-26 20:13:51,567 - mmdet - INFO - Epoch [9][1200/1849] lr: 2.000e-04, eta: 2:55:16, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.0925, loss_bbox: 0.8078, loss_iou: 1.1883, d0.loss_cls: 2.1881, d0.loss_bbox: 0.8528, d0.loss_iou: 1.2352, d1.loss_cls: 2.1512, d1.loss_bbox: 0.8336, d1.loss_iou: 1.2198, d2.loss_cls: 2.1215, d2.loss_bbox: 0.8192, d2.loss_iou: 1.2023, d3.loss_cls: 2.1077, d3.loss_bbox: 0.8120, d3.loss_iou: 1.1942, d4.loss_cls: 2.0976, d4.loss_bbox: 0.8086, d4.loss_iou: 1.1909, loss: 24.9233, grad_norm: 13.5029 -2022-10-26 20:13:58,777 - mmdet - INFO - Epoch [9][1250/1849] lr: 2.000e-04, eta: 2:55:11, time: 0.144, data_time: 0.004, memory: 4227, loss_cls: 2.0718, loss_bbox: 0.8024, loss_iou: 1.1839, d0.loss_cls: 2.1709, d0.loss_bbox: 0.8495, d0.loss_iou: 1.2319, d1.loss_cls: 2.1328, d1.loss_bbox: 0.8315, d1.loss_iou: 1.2152, d2.loss_cls: 2.1034, d2.loss_bbox: 0.8153, d2.loss_iou: 1.1977, d3.loss_cls: 2.0887, d3.loss_bbox: 0.8075, d3.loss_iou: 1.1895, d4.loss_cls: 2.0777, d4.loss_bbox: 0.8042, d4.loss_iou: 1.1860, loss: 24.7600, grad_norm: 14.2721 -2022-10-26 20:14:05,703 - mmdet - INFO - Epoch [9][1300/1849] lr: 2.000e-04, eta: 2:55:04, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.0713, loss_bbox: 0.8017, loss_iou: 1.1824, d0.loss_cls: 2.1703, d0.loss_bbox: 0.8468, d0.loss_iou: 1.2286, d1.loss_cls: 2.1326, d1.loss_bbox: 0.8283, d1.loss_iou: 1.2130, d2.loss_cls: 2.1032, d2.loss_bbox: 0.8135, d2.loss_iou: 1.1969, d3.loss_cls: 2.0885, d3.loss_bbox: 0.8070, d3.loss_iou: 1.1876, d4.loss_cls: 2.0781, d4.loss_bbox: 0.8035, d4.loss_iou: 1.1838, loss: 24.7372, grad_norm: 14.6588 -2022-10-26 20:14:12,576 - mmdet - INFO - Epoch [9][1350/1849] lr: 2.000e-04, eta: 2:54:57, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.0680, loss_bbox: 0.8036, loss_iou: 1.1907, d0.loss_cls: 2.1632, d0.loss_bbox: 0.8494, d0.loss_iou: 1.2369, d1.loss_cls: 2.1280, d1.loss_bbox: 0.8309, d1.loss_iou: 1.2215, d2.loss_cls: 2.0976, d2.loss_bbox: 0.8178, d2.loss_iou: 1.2051, d3.loss_cls: 2.0860, d3.loss_bbox: 0.8095, d3.loss_iou: 1.1973, d4.loss_cls: 2.0733, d4.loss_bbox: 0.8059, d4.loss_iou: 1.1927, loss: 24.7775, grad_norm: 16.0131 -2022-10-26 20:14:19,445 - mmdet - INFO - Epoch [9][1400/1849] lr: 2.000e-04, eta: 2:54:50, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.0748, loss_bbox: 0.8042, loss_iou: 1.1818, d0.loss_cls: 2.1687, d0.loss_bbox: 0.8498, d0.loss_iou: 1.2303, d1.loss_cls: 2.1358, d1.loss_bbox: 0.8306, d1.loss_iou: 1.2130, d2.loss_cls: 2.1045, d2.loss_bbox: 0.8162, d2.loss_iou: 1.1957, d3.loss_cls: 2.0919, d3.loss_bbox: 0.8091, d3.loss_iou: 1.1877, d4.loss_cls: 2.0806, d4.loss_bbox: 0.8055, d4.loss_iou: 1.1840, loss: 24.7639, grad_norm: 14.3867 -2022-10-26 20:14:26,297 - mmdet - INFO - Epoch [9][1450/1849] lr: 2.000e-04, eta: 2:54:43, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.0709, loss_bbox: 0.8010, loss_iou: 1.1834, d0.loss_cls: 2.1659, d0.loss_bbox: 0.8479, d0.loss_iou: 1.2317, d1.loss_cls: 2.1329, d1.loss_bbox: 0.8281, d1.loss_iou: 1.2152, d2.loss_cls: 2.1013, d2.loss_bbox: 0.8133, d2.loss_iou: 1.1972, d3.loss_cls: 2.0879, d3.loss_bbox: 0.8071, d3.loss_iou: 1.1895, d4.loss_cls: 2.0781, d4.loss_bbox: 0.8029, d4.loss_iou: 1.1852, loss: 24.7392, grad_norm: 13.6277 -2022-10-26 20:14:33,393 - mmdet - INFO - Epoch [9][1500/1849] lr: 2.000e-04, eta: 2:54:37, time: 0.142, data_time: 0.004, memory: 4227, loss_cls: 2.0756, loss_bbox: 0.8020, loss_iou: 1.1825, d0.loss_cls: 2.1697, d0.loss_bbox: 0.8488, d0.loss_iou: 1.2300, d1.loss_cls: 2.1318, d1.loss_bbox: 0.8293, d1.loss_iou: 1.2144, d2.loss_cls: 2.1013, d2.loss_bbox: 0.8153, d2.loss_iou: 1.1974, d3.loss_cls: 2.0925, d3.loss_bbox: 0.8075, d3.loss_iou: 1.1885, d4.loss_cls: 2.0817, d4.loss_bbox: 0.8040, d4.loss_iou: 1.1840, loss: 24.7563, grad_norm: 14.2524 -2022-10-26 20:14:40,415 - mmdet - INFO - Epoch [9][1550/1849] lr: 2.000e-04, eta: 2:54:31, time: 0.141, data_time: 0.004, memory: 4227, loss_cls: 2.0655, loss_bbox: 0.7973, loss_iou: 1.1784, d0.loss_cls: 2.1573, d0.loss_bbox: 0.8450, d0.loss_iou: 1.2266, d1.loss_cls: 2.1232, d1.loss_bbox: 0.8248, d1.loss_iou: 1.2093, d2.loss_cls: 2.0947, d2.loss_bbox: 0.8101, d2.loss_iou: 1.1924, d3.loss_cls: 2.0807, d3.loss_bbox: 0.8025, d3.loss_iou: 1.1839, d4.loss_cls: 2.0707, d4.loss_bbox: 0.7988, d4.loss_iou: 1.1807, loss: 24.6418, grad_norm: 14.5253 -2022-10-26 20:14:47,388 - mmdet - INFO - Epoch [9][1600/1849] lr: 2.000e-04, eta: 2:54:25, time: 0.139, data_time: 0.004, memory: 4227, loss_cls: 2.0646, loss_bbox: 0.8045, loss_iou: 1.1878, d0.loss_cls: 2.1606, d0.loss_bbox: 0.8493, d0.loss_iou: 1.2342, d1.loss_cls: 2.1233, d1.loss_bbox: 0.8288, d1.loss_iou: 1.2172, d2.loss_cls: 2.0930, d2.loss_bbox: 0.8155, d2.loss_iou: 1.2019, d3.loss_cls: 2.0817, d3.loss_bbox: 0.8081, d3.loss_iou: 1.1933, d4.loss_cls: 2.0702, d4.loss_bbox: 0.8051, d4.loss_iou: 1.1898, loss: 24.7289, grad_norm: 14.9955 -2022-10-26 20:14:54,290 - mmdet - INFO - Epoch [9][1650/1849] lr: 2.000e-04, eta: 2:54:18, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.0726, loss_bbox: 0.8078, loss_iou: 1.1793, d0.loss_cls: 2.1694, d0.loss_bbox: 0.8527, d0.loss_iou: 1.2256, d1.loss_cls: 2.1316, d1.loss_bbox: 0.8338, d1.loss_iou: 1.2101, d2.loss_cls: 2.1027, d2.loss_bbox: 0.8209, d2.loss_iou: 1.1935, d3.loss_cls: 2.0897, d3.loss_bbox: 0.8132, d3.loss_iou: 1.1855, d4.loss_cls: 2.0785, d4.loss_bbox: 0.8092, d4.loss_iou: 1.1818, loss: 24.7579, grad_norm: 14.6194 -2022-10-26 20:15:01,123 - mmdet - INFO - Epoch [9][1700/1849] lr: 2.000e-04, eta: 2:54:11, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.0733, loss_bbox: 0.8033, loss_iou: 1.1850, d0.loss_cls: 2.1672, d0.loss_bbox: 0.8501, d0.loss_iou: 1.2328, d1.loss_cls: 2.1280, d1.loss_bbox: 0.8305, d1.loss_iou: 1.2168, d2.loss_cls: 2.1028, d2.loss_bbox: 0.8153, d2.loss_iou: 1.1994, d3.loss_cls: 2.0893, d3.loss_bbox: 0.8083, d3.loss_iou: 1.1910, d4.loss_cls: 2.0773, d4.loss_bbox: 0.8046, d4.loss_iou: 1.1874, loss: 24.7623, grad_norm: 15.2959 -2022-10-26 20:15:08,016 - mmdet - INFO - Epoch [9][1750/1849] lr: 2.000e-04, eta: 2:54:04, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.0714, loss_bbox: 0.8028, loss_iou: 1.1815, d0.loss_cls: 2.1668, d0.loss_bbox: 0.8484, d0.loss_iou: 1.2292, d1.loss_cls: 2.1304, d1.loss_bbox: 0.8296, d1.loss_iou: 1.2132, d2.loss_cls: 2.1025, d2.loss_bbox: 0.8150, d2.loss_iou: 1.1965, d3.loss_cls: 2.0865, d3.loss_bbox: 0.8079, d3.loss_iou: 1.1887, d4.loss_cls: 2.0756, d4.loss_bbox: 0.8041, d4.loss_iou: 1.1847, loss: 24.7347, grad_norm: 14.2013 -2022-10-26 20:15:14,849 - mmdet - INFO - Epoch [9][1800/1849] lr: 2.000e-04, eta: 2:53:57, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.0748, loss_bbox: 0.8072, loss_iou: 1.1839, d0.loss_cls: 2.1711, d0.loss_bbox: 0.8537, d0.loss_iou: 1.2303, d1.loss_cls: 2.1333, d1.loss_bbox: 0.8346, d1.loss_iou: 1.2142, d2.loss_cls: 2.1079, d2.loss_bbox: 0.8201, d2.loss_iou: 1.1974, d3.loss_cls: 2.0923, d3.loss_bbox: 0.8129, d3.loss_iou: 1.1894, d4.loss_cls: 2.0811, d4.loss_bbox: 0.8087, d4.loss_iou: 1.1860, loss: 24.7988, grad_norm: 15.7024 -2022-10-26 20:15:21,859 - mmdet - INFO - Saving checkpoint at 9 epochs -2022-10-26 20:15:32,569 - mmdet - INFO - Epoch [10][50/1849] lr: 2.000e-04, eta: 2:53:27, time: 0.202, data_time: 0.064, memory: 4227, loss_cls: 2.0485, loss_bbox: 0.7963, loss_iou: 1.1754, d0.loss_cls: 2.1443, d0.loss_bbox: 0.8429, d0.loss_iou: 1.2228, d1.loss_cls: 2.1104, d1.loss_bbox: 0.8240, d1.loss_iou: 1.2086, d2.loss_cls: 2.0810, d2.loss_bbox: 0.8097, d2.loss_iou: 1.1918, d3.loss_cls: 2.0654, d3.loss_bbox: 0.8017, d3.loss_iou: 1.1830, d4.loss_cls: 2.0547, d4.loss_bbox: 0.7977, d4.loss_iou: 1.1780, loss: 24.5364, grad_norm: 14.2624 -2022-10-26 20:15:39,576 - mmdet - INFO - Epoch [10][100/1849] lr: 2.000e-04, eta: 2:53:21, time: 0.140, data_time: 0.005, memory: 4227, loss_cls: 2.0620, loss_bbox: 0.8014, loss_iou: 1.1858, d0.loss_cls: 2.1581, d0.loss_bbox: 0.8465, d0.loss_iou: 1.2307, d1.loss_cls: 2.1239, d1.loss_bbox: 0.8272, d1.loss_iou: 1.2151, d2.loss_cls: 2.0948, d2.loss_bbox: 0.8134, d2.loss_iou: 1.1993, d3.loss_cls: 2.0785, d3.loss_bbox: 0.8064, d3.loss_iou: 1.1917, d4.loss_cls: 2.0681, d4.loss_bbox: 0.8032, d4.loss_iou: 1.1876, loss: 24.6938, grad_norm: 15.6180 -2022-10-26 20:15:46,602 - mmdet - INFO - Epoch [10][150/1849] lr: 2.000e-04, eta: 2:53:15, time: 0.141, data_time: 0.005, memory: 4227, loss_cls: 2.0604, loss_bbox: 0.8036, loss_iou: 1.1845, d0.loss_cls: 2.1572, d0.loss_bbox: 0.8515, d0.loss_iou: 1.2324, d1.loss_cls: 2.1201, d1.loss_bbox: 0.8309, d1.loss_iou: 1.2162, d2.loss_cls: 2.0886, d2.loss_bbox: 0.8171, d2.loss_iou: 1.1998, d3.loss_cls: 2.0754, d3.loss_bbox: 0.8094, d3.loss_iou: 1.1922, d4.loss_cls: 2.0652, d4.loss_bbox: 0.8053, d4.loss_iou: 1.1863, loss: 24.6963, grad_norm: 15.3182 -2022-10-26 20:15:53,636 - mmdet - INFO - Epoch [10][200/1849] lr: 2.000e-04, eta: 2:53:09, time: 0.141, data_time: 0.005, memory: 4227, loss_cls: 2.0697, loss_bbox: 0.8063, loss_iou: 1.1875, d0.loss_cls: 2.1635, d0.loss_bbox: 0.8519, d0.loss_iou: 1.2338, d1.loss_cls: 2.1276, d1.loss_bbox: 0.8323, d1.loss_iou: 1.2162, d2.loss_cls: 2.0993, d2.loss_bbox: 0.8188, d2.loss_iou: 1.2008, d3.loss_cls: 2.0857, d3.loss_bbox: 0.8114, d3.loss_iou: 1.1927, d4.loss_cls: 2.0768, d4.loss_bbox: 0.8081, d4.loss_iou: 1.1892, loss: 24.7715, grad_norm: 14.1913 -2022-10-26 20:16:00,502 - mmdet - INFO - Epoch [10][250/1849] lr: 2.000e-04, eta: 2:53:02, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.0541, loss_bbox: 0.7980, loss_iou: 1.1843, d0.loss_cls: 2.1541, d0.loss_bbox: 0.8461, d0.loss_iou: 1.2326, d1.loss_cls: 2.1172, d1.loss_bbox: 0.8258, d1.loss_iou: 1.2156, d2.loss_cls: 2.0850, d2.loss_bbox: 0.8114, d2.loss_iou: 1.1983, d3.loss_cls: 2.0713, d3.loss_bbox: 0.8034, d3.loss_iou: 1.1905, d4.loss_cls: 2.0607, d4.loss_bbox: 0.7999, d4.loss_iou: 1.1865, loss: 24.6347, grad_norm: 16.6121 -2022-10-26 20:16:07,416 - mmdet - INFO - Epoch [10][300/1849] lr: 2.000e-04, eta: 2:52:55, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.0596, loss_bbox: 0.7994, loss_iou: 1.1775, d0.loss_cls: 2.1567, d0.loss_bbox: 0.8445, d0.loss_iou: 1.2265, d1.loss_cls: 2.1220, d1.loss_bbox: 0.8250, d1.loss_iou: 1.2091, d2.loss_cls: 2.0940, d2.loss_bbox: 0.8116, d2.loss_iou: 1.1921, d3.loss_cls: 2.0793, d3.loss_bbox: 0.8038, d3.loss_iou: 1.1828, d4.loss_cls: 2.0675, d4.loss_bbox: 0.8008, d4.loss_iou: 1.1791, loss: 24.6313, grad_norm: 13.7541 -2022-10-26 20:16:14,216 - mmdet - INFO - Epoch [10][350/1849] lr: 2.000e-04, eta: 2:52:48, time: 0.136, data_time: 0.005, memory: 4227, loss_cls: 2.0662, loss_bbox: 0.8021, loss_iou: 1.1836, d0.loss_cls: 2.1650, d0.loss_bbox: 0.8507, d0.loss_iou: 1.2315, d1.loss_cls: 2.1291, d1.loss_bbox: 0.8306, d1.loss_iou: 1.2154, d2.loss_cls: 2.0989, d2.loss_bbox: 0.8152, d2.loss_iou: 1.1979, d3.loss_cls: 2.0859, d3.loss_bbox: 0.8082, d3.loss_iou: 1.1898, d4.loss_cls: 2.0724, d4.loss_bbox: 0.8044, d4.loss_iou: 1.1855, loss: 24.7324, grad_norm: 13.6829 -2022-10-26 20:16:21,184 - mmdet - INFO - Epoch [10][400/1849] lr: 2.000e-04, eta: 2:52:41, time: 0.139, data_time: 0.005, memory: 4227, loss_cls: 2.0670, loss_bbox: 0.8000, loss_iou: 1.1789, d0.loss_cls: 2.1656, d0.loss_bbox: 0.8487, d0.loss_iou: 1.2269, d1.loss_cls: 2.1269, d1.loss_bbox: 0.8279, d1.loss_iou: 1.2102, d2.loss_cls: 2.0986, d2.loss_bbox: 0.8125, d2.loss_iou: 1.1920, d3.loss_cls: 2.0855, d3.loss_bbox: 0.8054, d3.loss_iou: 1.1839, d4.loss_cls: 2.0745, d4.loss_bbox: 0.8015, d4.loss_iou: 1.1804, loss: 24.6863, grad_norm: 14.6496 -2022-10-26 20:16:27,973 - mmdet - INFO - Epoch [10][450/1849] lr: 2.000e-04, eta: 2:52:34, time: 0.136, data_time: 0.005, memory: 4227, loss_cls: 2.0610, loss_bbox: 0.7967, loss_iou: 1.1815, d0.loss_cls: 2.1553, d0.loss_bbox: 0.8432, d0.loss_iou: 1.2283, d1.loss_cls: 2.1197, d1.loss_bbox: 0.8254, d1.loss_iou: 1.2124, d2.loss_cls: 2.0915, d2.loss_bbox: 0.8113, d2.loss_iou: 1.1955, d3.loss_cls: 2.0808, d3.loss_bbox: 0.8027, d3.loss_iou: 1.1877, d4.loss_cls: 2.0657, d4.loss_bbox: 0.7984, d4.loss_iou: 1.1839, loss: 24.6410, grad_norm: 14.0392 -2022-10-26 20:16:34,802 - mmdet - INFO - Epoch [10][500/1849] lr: 2.000e-04, eta: 2:52:27, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.0549, loss_bbox: 0.8009, loss_iou: 1.1788, d0.loss_cls: 2.1515, d0.loss_bbox: 0.8480, d0.loss_iou: 1.2259, d1.loss_cls: 2.1138, d1.loss_bbox: 0.8266, d1.loss_iou: 1.2099, d2.loss_cls: 2.0839, d2.loss_bbox: 0.8131, d2.loss_iou: 1.1933, d3.loss_cls: 2.0702, d3.loss_bbox: 0.8058, d3.loss_iou: 1.1847, d4.loss_cls: 2.0611, d4.loss_bbox: 0.8023, d4.loss_iou: 1.1807, loss: 24.6053, grad_norm: 15.0780 -2022-10-26 20:16:41,551 - mmdet - INFO - Epoch [10][550/1849] lr: 2.000e-04, eta: 2:52:20, time: 0.135, data_time: 0.005, memory: 4227, loss_cls: 2.0529, loss_bbox: 0.8018, loss_iou: 1.1838, d0.loss_cls: 2.1517, d0.loss_bbox: 0.8467, d0.loss_iou: 1.2300, d1.loss_cls: 2.1161, d1.loss_bbox: 0.8286, d1.loss_iou: 1.2144, d2.loss_cls: 2.0865, d2.loss_bbox: 0.8144, d2.loss_iou: 1.1973, d3.loss_cls: 2.0686, d3.loss_bbox: 0.8069, d3.loss_iou: 1.1898, d4.loss_cls: 2.0585, d4.loss_bbox: 0.8032, d4.loss_iou: 1.1853, loss: 24.6366, grad_norm: 15.8947 -2022-10-26 20:16:48,398 - mmdet - INFO - Epoch [10][600/1849] lr: 2.000e-04, eta: 2:52:13, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.0535, loss_bbox: 0.7980, loss_iou: 1.1796, d0.loss_cls: 2.1480, d0.loss_bbox: 0.8445, d0.loss_iou: 1.2294, d1.loss_cls: 2.1113, d1.loss_bbox: 0.8238, d1.loss_iou: 1.2108, d2.loss_cls: 2.0832, d2.loss_bbox: 0.8091, d2.loss_iou: 1.1939, d3.loss_cls: 2.0692, d3.loss_bbox: 0.8020, d3.loss_iou: 1.1859, d4.loss_cls: 2.0574, d4.loss_bbox: 0.7996, d4.loss_iou: 1.1820, loss: 24.5811, grad_norm: 13.9159 -2022-10-26 20:16:55,287 - mmdet - INFO - Epoch [10][650/1849] lr: 2.000e-04, eta: 2:52:06, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.0710, loss_bbox: 0.8027, loss_iou: 1.1798, d0.loss_cls: 2.1690, d0.loss_bbox: 0.8497, d0.loss_iou: 1.2285, d1.loss_cls: 2.1319, d1.loss_bbox: 0.8292, d1.loss_iou: 1.2112, d2.loss_cls: 2.1000, d2.loss_bbox: 0.8146, d2.loss_iou: 1.1950, d3.loss_cls: 2.0860, d3.loss_bbox: 0.8079, d3.loss_iou: 1.1864, d4.loss_cls: 2.0754, d4.loss_bbox: 0.8039, d4.loss_iou: 1.1823, loss: 24.7244, grad_norm: 13.9115 -2022-10-26 20:17:02,353 - mmdet - INFO - Epoch [10][700/1849] lr: 2.000e-04, eta: 2:52:00, time: 0.141, data_time: 0.005, memory: 4227, loss_cls: 2.0613, loss_bbox: 0.8008, loss_iou: 1.1790, d0.loss_cls: 2.1566, d0.loss_bbox: 0.8464, d0.loss_iou: 1.2294, d1.loss_cls: 2.1186, d1.loss_bbox: 0.8273, d1.loss_iou: 1.2114, d2.loss_cls: 2.0932, d2.loss_bbox: 0.8132, d2.loss_iou: 1.1943, d3.loss_cls: 2.0762, d3.loss_bbox: 0.8052, d3.loss_iou: 1.1857, d4.loss_cls: 2.0662, d4.loss_bbox: 0.8026, d4.loss_iou: 1.1813, loss: 24.6487, grad_norm: 14.1710 -2022-10-26 20:17:09,389 - mmdet - INFO - Epoch [10][750/1849] lr: 2.000e-04, eta: 2:51:54, time: 0.141, data_time: 0.005, memory: 4227, loss_cls: 2.0619, loss_bbox: 0.7983, loss_iou: 1.1812, d0.loss_cls: 2.1558, d0.loss_bbox: 0.8447, d0.loss_iou: 1.2284, d1.loss_cls: 2.1207, d1.loss_bbox: 0.8259, d1.loss_iou: 1.2129, d2.loss_cls: 2.0947, d2.loss_bbox: 0.8116, d2.loss_iou: 1.1956, d3.loss_cls: 2.0809, d3.loss_bbox: 0.8048, d3.loss_iou: 1.1880, d4.loss_cls: 2.0665, d4.loss_bbox: 0.8003, d4.loss_iou: 1.1838, loss: 24.6561, grad_norm: 13.9394 -2022-10-26 20:17:16,282 - mmdet - INFO - Epoch [10][800/1849] lr: 2.000e-04, eta: 2:51:47, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.0562, loss_bbox: 0.7961, loss_iou: 1.1766, d0.loss_cls: 2.1526, d0.loss_bbox: 0.8416, d0.loss_iou: 1.2226, d1.loss_cls: 2.1147, d1.loss_bbox: 0.8220, d1.loss_iou: 1.2084, d2.loss_cls: 2.0843, d2.loss_bbox: 0.8090, d2.loss_iou: 1.1929, d3.loss_cls: 2.0731, d3.loss_bbox: 0.8017, d3.loss_iou: 1.1830, d4.loss_cls: 2.0608, d4.loss_bbox: 0.7977, d4.loss_iou: 1.1790, loss: 24.5721, grad_norm: 14.2537 -2022-10-26 20:17:23,132 - mmdet - INFO - Epoch [10][850/1849] lr: 2.000e-04, eta: 2:51:40, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.0662, loss_bbox: 0.8037, loss_iou: 1.1838, d0.loss_cls: 2.1623, d0.loss_bbox: 0.8503, d0.loss_iou: 1.2316, d1.loss_cls: 2.1270, d1.loss_bbox: 0.8309, d1.loss_iou: 1.2135, d2.loss_cls: 2.0980, d2.loss_bbox: 0.8164, d2.loss_iou: 1.1973, d3.loss_cls: 2.0830, d3.loss_bbox: 0.8090, d3.loss_iou: 1.1897, d4.loss_cls: 2.0723, d4.loss_bbox: 0.8054, d4.loss_iou: 1.1854, loss: 24.7259, grad_norm: 14.7322 -2022-10-26 20:17:30,030 - mmdet - INFO - Epoch [10][900/1849] lr: 2.000e-04, eta: 2:51:33, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.0723, loss_bbox: 0.8027, loss_iou: 1.1836, d0.loss_cls: 2.1694, d0.loss_bbox: 0.8481, d0.loss_iou: 1.2312, d1.loss_cls: 2.1317, d1.loss_bbox: 0.8297, d1.loss_iou: 1.2153, d2.loss_cls: 2.1042, d2.loss_bbox: 0.8154, d2.loss_iou: 1.1973, d3.loss_cls: 2.0887, d3.loss_bbox: 0.8084, d3.loss_iou: 1.1889, d4.loss_cls: 2.0780, d4.loss_bbox: 0.8042, d4.loss_iou: 1.1858, loss: 24.7549, grad_norm: 15.1270 -2022-10-26 20:17:36,904 - mmdet - INFO - Epoch [10][950/1849] lr: 2.000e-04, eta: 2:51:27, time: 0.137, data_time: 0.005, memory: 4227, loss_cls: 2.0609, loss_bbox: 0.7981, loss_iou: 1.1763, d0.loss_cls: 2.1591, d0.loss_bbox: 0.8447, d0.loss_iou: 1.2236, d1.loss_cls: 2.1214, d1.loss_bbox: 0.8243, d1.loss_iou: 1.2065, d2.loss_cls: 2.0929, d2.loss_bbox: 0.8095, d2.loss_iou: 1.1896, d3.loss_cls: 2.0784, d3.loss_bbox: 0.8028, d3.loss_iou: 1.1810, d4.loss_cls: 2.0683, d4.loss_bbox: 0.8002, d4.loss_iou: 1.1780, loss: 24.6155, grad_norm: 14.1941 -2022-10-26 20:17:44,035 - mmdet - INFO - Epoch [10][1000/1849] lr: 2.000e-04, eta: 2:51:21, time: 0.143, data_time: 0.005, memory: 4227, loss_cls: 2.0581, loss_bbox: 0.7993, loss_iou: 1.1811, d0.loss_cls: 2.1524, d0.loss_bbox: 0.8462, d0.loss_iou: 1.2287, d1.loss_cls: 2.1180, d1.loss_bbox: 0.8249, d1.loss_iou: 1.2127, d2.loss_cls: 2.0883, d2.loss_bbox: 0.8117, d2.loss_iou: 1.1946, d3.loss_cls: 2.0742, d3.loss_bbox: 0.8046, d3.loss_iou: 1.1870, d4.loss_cls: 2.0653, d4.loss_bbox: 0.8011, d4.loss_iou: 1.1832, loss: 24.6315, grad_norm: 14.1424 -2022-10-26 20:17:51,133 - mmdet - INFO - Epoch [10][1050/1849] lr: 2.000e-04, eta: 2:51:15, time: 0.142, data_time: 0.005, memory: 4227, loss_cls: 2.0574, loss_bbox: 0.7993, loss_iou: 1.1811, d0.loss_cls: 2.1534, d0.loss_bbox: 0.8452, d0.loss_iou: 1.2286, d1.loss_cls: 2.1184, d1.loss_bbox: 0.8276, d1.loss_iou: 1.2131, d2.loss_cls: 2.0879, d2.loss_bbox: 0.8130, d2.loss_iou: 1.1959, d3.loss_cls: 2.0757, d3.loss_bbox: 0.8051, d3.loss_iou: 1.1882, d4.loss_cls: 2.0640, d4.loss_bbox: 0.8015, d4.loss_iou: 1.1833, loss: 24.6388, grad_norm: 14.2999 -2022-10-26 20:17:58,024 - mmdet - INFO - Epoch [10][1100/1849] lr: 2.000e-04, eta: 2:51:08, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.0610, loss_bbox: 0.7992, loss_iou: 1.1781, d0.loss_cls: 2.1540, d0.loss_bbox: 0.8473, d0.loss_iou: 1.2286, d1.loss_cls: 2.1201, d1.loss_bbox: 0.8278, d1.loss_iou: 1.2124, d2.loss_cls: 2.0925, d2.loss_bbox: 0.8127, d2.loss_iou: 1.1944, d3.loss_cls: 2.0769, d3.loss_bbox: 0.8052, d3.loss_iou: 1.1847, d4.loss_cls: 2.0652, d4.loss_bbox: 0.8008, d4.loss_iou: 1.1808, loss: 24.6417, grad_norm: 14.7090 -2022-10-26 20:18:04,932 - mmdet - INFO - Epoch [10][1150/1849] lr: 2.000e-04, eta: 2:51:01, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.0686, loss_bbox: 0.8013, loss_iou: 1.1843, d0.loss_cls: 2.1674, d0.loss_bbox: 0.8471, d0.loss_iou: 1.2313, d1.loss_cls: 2.1338, d1.loss_bbox: 0.8280, d1.loss_iou: 1.2155, d2.loss_cls: 2.1012, d2.loss_bbox: 0.8134, d2.loss_iou: 1.1984, d3.loss_cls: 2.0839, d3.loss_bbox: 0.8065, d3.loss_iou: 1.1908, d4.loss_cls: 2.0741, d4.loss_bbox: 0.8026, d4.loss_iou: 1.1865, loss: 24.7346, grad_norm: 15.7534 -2022-10-26 20:18:11,709 - mmdet - INFO - Epoch [10][1200/1849] lr: 2.000e-04, eta: 2:50:54, time: 0.136, data_time: 0.005, memory: 4227, loss_cls: 2.0554, loss_bbox: 0.7964, loss_iou: 1.1755, d0.loss_cls: 2.1549, d0.loss_bbox: 0.8438, d0.loss_iou: 1.2233, d1.loss_cls: 2.1189, d1.loss_bbox: 0.8247, d1.loss_iou: 1.2079, d2.loss_cls: 2.0891, d2.loss_bbox: 0.8107, d2.loss_iou: 1.1901, d3.loss_cls: 2.0716, d3.loss_bbox: 0.8022, d3.loss_iou: 1.1823, d4.loss_cls: 2.0623, d4.loss_bbox: 0.7984, d4.loss_iou: 1.1781, loss: 24.5856, grad_norm: 15.7555 -2022-10-26 20:18:18,494 - mmdet - INFO - Epoch [10][1250/1849] lr: 2.000e-04, eta: 2:50:47, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 2.0582, loss_bbox: 0.7993, loss_iou: 1.1785, d0.loss_cls: 2.1539, d0.loss_bbox: 0.8459, d0.loss_iou: 1.2278, d1.loss_cls: 2.1216, d1.loss_bbox: 0.8264, d1.loss_iou: 1.2091, d2.loss_cls: 2.0897, d2.loss_bbox: 0.8114, d2.loss_iou: 1.1928, d3.loss_cls: 2.0740, d3.loss_bbox: 0.8043, d3.loss_iou: 1.1852, d4.loss_cls: 2.0632, d4.loss_bbox: 0.8008, d4.loss_iou: 1.1808, loss: 24.6229, grad_norm: 14.3656 -2022-10-26 20:18:25,327 - mmdet - INFO - Epoch [10][1300/1849] lr: 2.000e-04, eta: 2:50:40, time: 0.137, data_time: 0.004, memory: 4227, loss_cls: 2.0672, loss_bbox: 0.8037, loss_iou: 1.1819, d0.loss_cls: 2.1617, d0.loss_bbox: 0.8498, d0.loss_iou: 1.2298, d1.loss_cls: 2.1270, d1.loss_bbox: 0.8314, d1.loss_iou: 1.2144, d2.loss_cls: 2.0981, d2.loss_bbox: 0.8167, d2.loss_iou: 1.1962, d3.loss_cls: 2.0836, d3.loss_bbox: 0.8090, d3.loss_iou: 1.1882, d4.loss_cls: 2.0718, d4.loss_bbox: 0.8051, d4.loss_iou: 1.1842, loss: 24.7196, grad_norm: 14.5862 -2022-10-26 20:18:32,243 - mmdet - INFO - Epoch [10][1350/1849] lr: 2.000e-04, eta: 2:50:33, time: 0.138, data_time: 0.004, memory: 4227, loss_cls: 2.0635, loss_bbox: 0.7982, loss_iou: 1.1785, d0.loss_cls: 2.1611, d0.loss_bbox: 0.8444, d0.loss_iou: 1.2266, d1.loss_cls: 2.1242, d1.loss_bbox: 0.8254, d1.loss_iou: 1.2111, d2.loss_cls: 2.0955, d2.loss_bbox: 0.8108, d2.loss_iou: 1.1941, d3.loss_cls: 2.0820, d3.loss_bbox: 0.8032, d3.loss_iou: 1.1848, d4.loss_cls: 2.0695, d4.loss_bbox: 0.7993, d4.loss_iou: 1.1810, loss: 24.6533, grad_norm: 15.6871 -2022-10-26 20:18:39,275 - mmdet - INFO - Epoch [10][1400/1849] lr: 2.000e-04, eta: 2:50:27, time: 0.141, data_time: 0.004, memory: 4227, loss_cls: 2.0636, loss_bbox: 0.7953, loss_iou: 1.1778, d0.loss_cls: 2.1564, d0.loss_bbox: 0.8418, d0.loss_iou: 1.2259, d1.loss_cls: 2.1250, d1.loss_bbox: 0.8228, d1.loss_iou: 1.2081, d2.loss_cls: 2.0949, d2.loss_bbox: 0.8078, d2.loss_iou: 1.1918, d3.loss_cls: 2.0804, d3.loss_bbox: 0.8003, d3.loss_iou: 1.1838, d4.loss_cls: 2.0696, d4.loss_bbox: 0.7971, d4.loss_iou: 1.1799, loss: 24.6223, grad_norm: 14.8023 -2022-10-26 20:18:46,067 - mmdet - INFO - Epoch [10][1450/1849] lr: 2.000e-04, eta: 2:50:20, time: 0.136, data_time: 0.004, memory: 4227, loss_cls: 2.0544, loss_bbox: 0.8022, loss_iou: 1.1729, d0.loss_cls: 2.1510, d0.loss_bbox: 0.8475, d0.loss_iou: 1.2214, d1.loss_cls: 2.1157, d1.loss_bbox: 0.8277, d1.loss_iou: 1.2052, d2.loss_cls: 2.0865, d2.loss_bbox: 0.8134, d2.loss_iou: 1.1880, d3.loss_cls: 2.0719, d3.loss_bbox: 0.8067, d3.loss_iou: 1.1799, d4.loss_cls: 2.0602, d4.loss_bbox: 0.8027, d4.loss_iou: 1.1760, loss: 24.5835, grad_norm: 14.2982 -2022-10-26 20:18:52,977 - mmdet - INFO - Epoch [10][1500/1849] lr: 2.000e-04, eta: 2:50:13, time: 0.138, data_time: 0.005, memory: 4227, loss_cls: 2.0703, loss_bbox: 0.8023, loss_iou: 1.1833, d0.loss_cls: 2.1660, d0.loss_bbox: 0.8458, d0.loss_iou: 1.2299, d1.loss_cls: 2.1305, d1.loss_bbox: 0.8286, d1.loss_iou: 1.2154, d2.loss_cls: 2.0996, d2.loss_bbox: 0.8141, d2.loss_iou: 1.1968, d3.loss_cls: 2.0855, d3.loss_bbox: 0.8073, d3.loss_iou: 1.1894, d4.loss_cls: 2.0750, d4.loss_bbox: 0.8039, d4.loss_iou: 1.1853, loss: 24.7290, grad_norm: 13.6182 -2022-10-26 20:18:59,974 - mmdet - INFO - Epoch [10][1550/1849] lr: 2.000e-04, eta: 2:50:07, time: 0.140, data_time: 0.005, memory: 4227, loss_cls: 2.0673, loss_bbox: 0.7988, loss_iou: 1.1770, d0.loss_cls: 2.1626, d0.loss_bbox: 0.8461, d0.loss_iou: 1.2260, d1.loss_cls: 2.1296, d1.loss_bbox: 0.8255, d1.loss_iou: 1.2098, d2.loss_cls: 2.1000, d2.loss_bbox: 0.8120, d2.loss_iou: 1.1924, d3.loss_cls: 2.0847, d3.loss_bbox: 0.8044, d3.loss_iou: 1.1836, d4.loss_cls: 2.0731, d4.loss_bbox: 0.8008, d4.loss_iou: 1.1792, loss: 24.6729, grad_norm: 14.4553 -2022-10-26 20:19:06,849 - mmdet - INFO - Epoch [10][1600/1849] lr: 2.000e-04, eta: 2:50:00, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 2.0578, loss_bbox: 0.7959, loss_iou: 1.1727, d0.loss_cls: 2.1520, d0.loss_bbox: 0.8439, d0.loss_iou: 1.2220, d1.loss_cls: 2.1215, d1.loss_bbox: 0.8253, d1.loss_iou: 1.2040, d2.loss_cls: 2.0919, d2.loss_bbox: 0.8097, d2.loss_iou: 1.1860, d3.loss_cls: 2.0770, d3.loss_bbox: 0.8025, d3.loss_iou: 1.1779, d4.loss_cls: 2.0641, d4.loss_bbox: 0.7979, d4.loss_iou: 1.1744, loss: 24.5765, grad_norm: 13.6936 -2022-10-26 20:19:13,826 - mmdet - INFO - Epoch [10][1650/1849] lr: 2.000e-04, eta: 2:49:53, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 2.0664, loss_bbox: 0.7988, loss_iou: 1.1764, d0.loss_cls: 2.1624, d0.loss_bbox: 0.8441, d0.loss_iou: 1.2243, d1.loss_cls: 2.1268, d1.loss_bbox: 0.8252, d1.loss_iou: 1.2080, d2.loss_cls: 2.0962, d2.loss_bbox: 0.8115, d2.loss_iou: 1.1916, d3.loss_cls: 2.0829, d3.loss_bbox: 0.8038, d3.loss_iou: 1.1828, d4.loss_cls: 2.0732, d4.loss_bbox: 0.8008, d4.loss_iou: 1.1783, loss: 24.6534, grad_norm: 14.5866 -2022-10-26 20:19:20,615 - mmdet - INFO - Epoch [10][1700/1849] lr: 2.000e-04, eta: 2:49:46, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 2.0475, loss_bbox: 0.7942, loss_iou: 1.1725, d0.loss_cls: 2.1482, d0.loss_bbox: 0.8414, d0.loss_iou: 1.2212, d1.loss_cls: 2.1102, d1.loss_bbox: 0.8213, d1.loss_iou: 1.2046, d2.loss_cls: 2.0777, d2.loss_bbox: 0.8072, d2.loss_iou: 1.1869, d3.loss_cls: 2.0650, d3.loss_bbox: 0.7995, d3.loss_iou: 1.1800, d4.loss_cls: 2.0514, d4.loss_bbox: 0.7957, d4.loss_iou: 1.1748, loss: 24.4993, grad_norm: 14.6473 -2022-10-26 20:19:27,516 - mmdet - INFO - Epoch [10][1750/1849] lr: 2.000e-04, eta: 2:49:39, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 2.0507, loss_bbox: 0.8001, loss_iou: 1.1778, d0.loss_cls: 2.1486, d0.loss_bbox: 0.8467, d0.loss_iou: 1.2255, d1.loss_cls: 2.1118, d1.loss_bbox: 0.8266, d1.loss_iou: 1.2079, d2.loss_cls: 2.0829, d2.loss_bbox: 0.8128, d2.loss_iou: 1.1912, d3.loss_cls: 2.0679, d3.loss_bbox: 0.8054, d3.loss_iou: 1.1833, d4.loss_cls: 2.0569, d4.loss_bbox: 0.8017, d4.loss_iou: 1.1803, loss: 24.5781, grad_norm: 14.0821 -2022-10-26 20:19:34,686 - mmdet - INFO - Epoch [10][1800/1849] lr: 2.000e-04, eta: 2:49:34, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 2.0607, loss_bbox: 0.7945, loss_iou: 1.1770, d0.loss_cls: 2.1565, d0.loss_bbox: 0.8404, d0.loss_iou: 1.2241, d1.loss_cls: 2.1198, d1.loss_bbox: 0.8205, d1.loss_iou: 1.2076, d2.loss_cls: 2.0924, d2.loss_bbox: 0.8076, d2.loss_iou: 1.1905, d3.loss_cls: 2.0776, d3.loss_bbox: 0.7988, d3.loss_iou: 1.1836, d4.loss_cls: 2.0680, d4.loss_bbox: 0.7957, d4.loss_iou: 1.1784, loss: 24.5940, grad_norm: 15.8338 -2022-10-26 20:19:41,691 - mmdet - INFO - Saving checkpoint at 10 epochs -2022-10-26 20:19:52,496 - mmdet - INFO - Epoch [11][50/1849] lr: 2.000e-04, eta: 2:49:06, time: 0.203, data_time: 0.065, memory: 4401, loss_cls: 2.0424, loss_bbox: 0.7973, loss_iou: 1.1771, d0.loss_cls: 2.1396, d0.loss_bbox: 0.8448, d0.loss_iou: 1.2253, d1.loss_cls: 2.1031, d1.loss_bbox: 0.8260, d1.loss_iou: 1.2096, d2.loss_cls: 2.0751, d2.loss_bbox: 0.8102, d2.loss_iou: 1.1914, d3.loss_cls: 2.0605, d3.loss_bbox: 0.8036, d3.loss_iou: 1.1820, d4.loss_cls: 2.0482, d4.loss_bbox: 0.7996, d4.loss_iou: 1.1786, loss: 24.5143, grad_norm: 12.8888 -2022-10-26 20:19:59,516 - mmdet - INFO - Epoch [11][100/1849] lr: 2.000e-04, eta: 2:49:00, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 2.0576, loss_bbox: 0.7957, loss_iou: 1.1811, d0.loss_cls: 2.1604, d0.loss_bbox: 0.8435, d0.loss_iou: 1.2304, d1.loss_cls: 2.1218, d1.loss_bbox: 0.8243, d1.loss_iou: 1.2142, d2.loss_cls: 2.0885, d2.loss_bbox: 0.8099, d2.loss_iou: 1.1953, d3.loss_cls: 2.0752, d3.loss_bbox: 0.8015, d3.loss_iou: 1.1871, d4.loss_cls: 2.0623, d4.loss_bbox: 0.7974, d4.loss_iou: 1.1830, loss: 24.6293, grad_norm: 14.0528 -2022-10-26 20:20:06,569 - mmdet - INFO - Epoch [11][150/1849] lr: 2.000e-04, eta: 2:48:54, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 2.0499, loss_bbox: 0.7971, loss_iou: 1.1716, d0.loss_cls: 2.1456, d0.loss_bbox: 0.8455, d0.loss_iou: 1.2212, d1.loss_cls: 2.1093, d1.loss_bbox: 0.8242, d1.loss_iou: 1.2028, d2.loss_cls: 2.0789, d2.loss_bbox: 0.8088, d2.loss_iou: 1.1860, d3.loss_cls: 2.0653, d3.loss_bbox: 0.8023, d3.loss_iou: 1.1781, d4.loss_cls: 2.0549, d4.loss_bbox: 0.7987, d4.loss_iou: 1.1736, loss: 24.5137, grad_norm: 15.9182 -2022-10-26 20:20:13,721 - mmdet - INFO - Epoch [11][200/1849] lr: 2.000e-04, eta: 2:48:48, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 2.0461, loss_bbox: 0.8026, loss_iou: 1.1789, d0.loss_cls: 2.1428, d0.loss_bbox: 0.8497, d0.loss_iou: 1.2285, d1.loss_cls: 2.1089, d1.loss_bbox: 0.8301, d1.loss_iou: 1.2113, d2.loss_cls: 2.0788, d2.loss_bbox: 0.8158, d2.loss_iou: 1.1934, d3.loss_cls: 2.0649, d3.loss_bbox: 0.8082, d3.loss_iou: 1.1849, d4.loss_cls: 2.0532, d4.loss_bbox: 0.8049, d4.loss_iou: 1.1810, loss: 24.5838, grad_norm: 13.7523 -2022-10-26 20:20:20,568 - mmdet - INFO - Epoch [11][250/1849] lr: 2.000e-04, eta: 2:48:41, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0421, loss_bbox: 0.7904, loss_iou: 1.1724, d0.loss_cls: 2.1399, d0.loss_bbox: 0.8379, d0.loss_iou: 1.2215, d1.loss_cls: 2.1046, d1.loss_bbox: 0.8184, d1.loss_iou: 1.2052, d2.loss_cls: 2.0749, d2.loss_bbox: 0.8036, d2.loss_iou: 1.1876, d3.loss_cls: 2.0567, d3.loss_bbox: 0.7962, d3.loss_iou: 1.1795, d4.loss_cls: 2.0456, d4.loss_bbox: 0.7927, d4.loss_iou: 1.1754, loss: 24.4447, grad_norm: 15.7089 -2022-10-26 20:20:27,405 - mmdet - INFO - Epoch [11][300/1849] lr: 2.000e-04, eta: 2:48:34, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0388, loss_bbox: 0.7960, loss_iou: 1.1749, d0.loss_cls: 2.1341, d0.loss_bbox: 0.8423, d0.loss_iou: 1.2253, d1.loss_cls: 2.1002, d1.loss_bbox: 0.8226, d1.loss_iou: 1.2080, d2.loss_cls: 2.0685, d2.loss_bbox: 0.8085, d2.loss_iou: 1.1902, d3.loss_cls: 2.0550, d3.loss_bbox: 0.8011, d3.loss_iou: 1.1817, d4.loss_cls: 2.0452, d4.loss_bbox: 0.7969, d4.loss_iou: 1.1773, loss: 24.4664, grad_norm: 13.0168 -2022-10-26 20:20:34,226 - mmdet - INFO - Epoch [11][350/1849] lr: 2.000e-04, eta: 2:48:27, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 2.0395, loss_bbox: 0.7996, loss_iou: 1.1794, d0.loss_cls: 2.1368, d0.loss_bbox: 0.8465, d0.loss_iou: 1.2270, d1.loss_cls: 2.1050, d1.loss_bbox: 0.8266, d1.loss_iou: 1.2109, d2.loss_cls: 2.0731, d2.loss_bbox: 0.8129, d2.loss_iou: 1.1940, d3.loss_cls: 2.0578, d3.loss_bbox: 0.8061, d3.loss_iou: 1.1857, d4.loss_cls: 2.0452, d4.loss_bbox: 0.8014, d4.loss_iou: 1.1823, loss: 24.5298, grad_norm: 16.2277 -2022-10-26 20:20:41,315 - mmdet - INFO - Epoch [11][400/1849] lr: 2.000e-04, eta: 2:48:21, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 2.0540, loss_bbox: 0.7933, loss_iou: 1.1715, d0.loss_cls: 2.1527, d0.loss_bbox: 0.8405, d0.loss_iou: 1.2210, d1.loss_cls: 2.1165, d1.loss_bbox: 0.8204, d1.loss_iou: 1.2043, d2.loss_cls: 2.0867, d2.loss_bbox: 0.8062, d2.loss_iou: 1.1859, d3.loss_cls: 2.0718, d3.loss_bbox: 0.7991, d3.loss_iou: 1.1781, d4.loss_cls: 2.0605, d4.loss_bbox: 0.7950, d4.loss_iou: 1.1743, loss: 24.5319, grad_norm: 13.1156 -2022-10-26 20:20:48,255 - mmdet - INFO - Epoch [11][450/1849] lr: 2.000e-04, eta: 2:48:15, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 2.0513, loss_bbox: 0.7968, loss_iou: 1.1781, d0.loss_cls: 2.1494, d0.loss_bbox: 0.8458, d0.loss_iou: 1.2269, d1.loss_cls: 2.1112, d1.loss_bbox: 0.8263, d1.loss_iou: 1.2104, d2.loss_cls: 2.0828, d2.loss_bbox: 0.8113, d2.loss_iou: 1.1934, d3.loss_cls: 2.0686, d3.loss_bbox: 0.8025, d3.loss_iou: 1.1856, d4.loss_cls: 2.0563, d4.loss_bbox: 0.7991, d4.loss_iou: 1.1811, loss: 24.5771, grad_norm: 15.4912 -2022-10-26 20:20:55,118 - mmdet - INFO - Epoch [11][500/1849] lr: 2.000e-04, eta: 2:48:08, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0413, loss_bbox: 0.7978, loss_iou: 1.1769, d0.loss_cls: 2.1405, d0.loss_bbox: 0.8451, d0.loss_iou: 1.2252, d1.loss_cls: 2.1030, d1.loss_bbox: 0.8244, d1.loss_iou: 1.2084, d2.loss_cls: 2.0723, d2.loss_bbox: 0.8101, d2.loss_iou: 1.1912, d3.loss_cls: 2.0586, d3.loss_bbox: 0.8034, d3.loss_iou: 1.1832, d4.loss_cls: 2.0470, d4.loss_bbox: 0.7995, d4.loss_iou: 1.1790, loss: 24.5070, grad_norm: 14.6189 -2022-10-26 20:21:02,120 - mmdet - INFO - Epoch [11][550/1849] lr: 2.000e-04, eta: 2:48:01, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 2.0612, loss_bbox: 0.7961, loss_iou: 1.1742, d0.loss_cls: 2.1590, d0.loss_bbox: 0.8424, d0.loss_iou: 1.2240, d1.loss_cls: 2.1197, d1.loss_bbox: 0.8243, d1.loss_iou: 1.2079, d2.loss_cls: 2.0900, d2.loss_bbox: 0.8102, d2.loss_iou: 1.1901, d3.loss_cls: 2.0764, d3.loss_bbox: 0.8021, d3.loss_iou: 1.1816, d4.loss_cls: 2.0663, d4.loss_bbox: 0.7980, d4.loss_iou: 1.1771, loss: 24.6008, grad_norm: 14.0695 -2022-10-26 20:21:08,820 - mmdet - INFO - Epoch [11][600/1849] lr: 2.000e-04, eta: 2:47:54, time: 0.134, data_time: 0.004, memory: 4401, loss_cls: 2.0469, loss_bbox: 0.7924, loss_iou: 1.1742, d0.loss_cls: 2.1469, d0.loss_bbox: 0.8387, d0.loss_iou: 1.2230, d1.loss_cls: 2.1086, d1.loss_bbox: 0.8188, d1.loss_iou: 1.2060, d2.loss_cls: 2.0812, d2.loss_bbox: 0.8051, d2.loss_iou: 1.1890, d3.loss_cls: 2.0631, d3.loss_bbox: 0.7975, d3.loss_iou: 1.1795, d4.loss_cls: 2.0535, d4.loss_bbox: 0.7940, d4.loss_iou: 1.1759, loss: 24.4942, grad_norm: 15.5508 -2022-10-26 20:21:15,851 - mmdet - INFO - Epoch [11][650/1849] lr: 2.000e-04, eta: 2:47:48, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 2.0474, loss_bbox: 0.7895, loss_iou: 1.1700, d0.loss_cls: 2.1419, d0.loss_bbox: 0.8359, d0.loss_iou: 1.2176, d1.loss_cls: 2.1089, d1.loss_bbox: 0.8170, d1.loss_iou: 1.2012, d2.loss_cls: 2.0799, d2.loss_bbox: 0.8026, d2.loss_iou: 1.1836, d3.loss_cls: 2.0634, d3.loss_bbox: 0.7950, d3.loss_iou: 1.1769, d4.loss_cls: 2.0529, d4.loss_bbox: 0.7914, d4.loss_iou: 1.1720, loss: 24.4469, grad_norm: 14.9532 -2022-10-26 20:21:23,035 - mmdet - INFO - Epoch [11][700/1849] lr: 2.000e-04, eta: 2:47:42, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 2.0502, loss_bbox: 0.7919, loss_iou: 1.1710, d0.loss_cls: 2.1481, d0.loss_bbox: 0.8396, d0.loss_iou: 1.2228, d1.loss_cls: 2.1137, d1.loss_bbox: 0.8197, d1.loss_iou: 1.2039, d2.loss_cls: 2.0826, d2.loss_bbox: 0.8042, d2.loss_iou: 1.1862, d3.loss_cls: 2.0693, d3.loss_bbox: 0.7977, d3.loss_iou: 1.1773, d4.loss_cls: 2.0559, d4.loss_bbox: 0.7935, d4.loss_iou: 1.1735, loss: 24.5011, grad_norm: 14.6104 -2022-10-26 20:21:30,068 - mmdet - INFO - Epoch [11][750/1849] lr: 2.000e-04, eta: 2:47:36, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 2.0539, loss_bbox: 0.7988, loss_iou: 1.1787, d0.loss_cls: 2.1528, d0.loss_bbox: 0.8468, d0.loss_iou: 1.2290, d1.loss_cls: 2.1158, d1.loss_bbox: 0.8261, d1.loss_iou: 1.2114, d2.loss_cls: 2.0879, d2.loss_bbox: 0.8118, d2.loss_iou: 1.1934, d3.loss_cls: 2.0711, d3.loss_bbox: 0.8046, d3.loss_iou: 1.1852, d4.loss_cls: 2.0604, d4.loss_bbox: 0.8005, d4.loss_iou: 1.1806, loss: 24.6089, grad_norm: 15.4041 -2022-10-26 20:21:37,092 - mmdet - INFO - Epoch [11][800/1849] lr: 2.000e-04, eta: 2:47:29, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 2.0526, loss_bbox: 0.7936, loss_iou: 1.1752, d0.loss_cls: 2.1501, d0.loss_bbox: 0.8405, d0.loss_iou: 1.2256, d1.loss_cls: 2.1121, d1.loss_bbox: 0.8209, d1.loss_iou: 1.2084, d2.loss_cls: 2.0827, d2.loss_bbox: 0.8074, d2.loss_iou: 1.1902, d3.loss_cls: 2.0670, d3.loss_bbox: 0.7990, d3.loss_iou: 1.1817, d4.loss_cls: 2.0580, d4.loss_bbox: 0.7949, d4.loss_iou: 1.1778, loss: 24.5379, grad_norm: 15.0015 -2022-10-26 20:21:44,011 - mmdet - INFO - Epoch [11][850/1849] lr: 2.000e-04, eta: 2:47:23, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 2.0614, loss_bbox: 0.7930, loss_iou: 1.1746, d0.loss_cls: 2.1585, d0.loss_bbox: 0.8414, d0.loss_iou: 1.2260, d1.loss_cls: 2.1238, d1.loss_bbox: 0.8213, d1.loss_iou: 1.2082, d2.loss_cls: 2.0951, d2.loss_bbox: 0.8066, d2.loss_iou: 1.1895, d3.loss_cls: 2.0802, d3.loss_bbox: 0.7983, d3.loss_iou: 1.1810, d4.loss_cls: 2.0695, d4.loss_bbox: 0.7948, d4.loss_iou: 1.1769, loss: 24.6000, grad_norm: 16.4985 -2022-10-26 20:21:51,048 - mmdet - INFO - Epoch [11][900/1849] lr: 2.000e-04, eta: 2:47:17, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 2.0415, loss_bbox: 0.7946, loss_iou: 1.1736, d0.loss_cls: 2.1375, d0.loss_bbox: 0.8423, d0.loss_iou: 1.2228, d1.loss_cls: 2.1014, d1.loss_bbox: 0.8215, d1.loss_iou: 1.2056, d2.loss_cls: 2.0722, d2.loss_bbox: 0.8069, d2.loss_iou: 1.1877, d3.loss_cls: 2.0589, d3.loss_bbox: 0.7996, d3.loss_iou: 1.1797, d4.loss_cls: 2.0483, d4.loss_bbox: 0.7958, d4.loss_iou: 1.1757, loss: 24.4654, grad_norm: 14.6842 -2022-10-26 20:21:57,910 - mmdet - INFO - Epoch [11][950/1849] lr: 2.000e-04, eta: 2:47:10, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 2.0506, loss_bbox: 0.7963, loss_iou: 1.1758, d0.loss_cls: 2.1494, d0.loss_bbox: 0.8420, d0.loss_iou: 1.2231, d1.loss_cls: 2.1107, d1.loss_bbox: 0.8230, d1.loss_iou: 1.2069, d2.loss_cls: 2.0827, d2.loss_bbox: 0.8087, d2.loss_iou: 1.1897, d3.loss_cls: 2.0686, d3.loss_bbox: 0.8014, d3.loss_iou: 1.1811, d4.loss_cls: 2.0557, d4.loss_bbox: 0.7978, d4.loss_iou: 1.1768, loss: 24.5402, grad_norm: 14.0331 -2022-10-26 20:22:04,912 - mmdet - INFO - Epoch [11][1000/1849] lr: 2.000e-04, eta: 2:47:03, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 2.0319, loss_bbox: 0.7927, loss_iou: 1.1728, d0.loss_cls: 2.1242, d0.loss_bbox: 0.8397, d0.loss_iou: 1.2230, d1.loss_cls: 2.0892, d1.loss_bbox: 0.8193, d1.loss_iou: 1.2070, d2.loss_cls: 2.0595, d2.loss_bbox: 0.8062, d2.loss_iou: 1.1884, d3.loss_cls: 2.0475, d3.loss_bbox: 0.7980, d3.loss_iou: 1.1800, d4.loss_cls: 2.0358, d4.loss_bbox: 0.7945, d4.loss_iou: 1.1755, loss: 24.3853, grad_norm: 15.3643 -2022-10-26 20:22:11,977 - mmdet - INFO - Epoch [11][1050/1849] lr: 2.000e-04, eta: 2:46:57, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 2.0395, loss_bbox: 0.7959, loss_iou: 1.1771, d0.loss_cls: 2.1365, d0.loss_bbox: 0.8425, d0.loss_iou: 1.2270, d1.loss_cls: 2.1017, d1.loss_bbox: 0.8229, d1.loss_iou: 1.2101, d2.loss_cls: 2.0723, d2.loss_bbox: 0.8093, d2.loss_iou: 1.1925, d3.loss_cls: 2.0568, d3.loss_bbox: 0.8015, d3.loss_iou: 1.1837, d4.loss_cls: 2.0448, d4.loss_bbox: 0.7978, d4.loss_iou: 1.1795, loss: 24.4915, grad_norm: 15.0707 -2022-10-26 20:22:19,021 - mmdet - INFO - Epoch [11][1100/1849] lr: 2.000e-04, eta: 2:46:51, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 2.0449, loss_bbox: 0.7956, loss_iou: 1.1787, d0.loss_cls: 2.1396, d0.loss_bbox: 0.8417, d0.loss_iou: 1.2290, d1.loss_cls: 2.1044, d1.loss_bbox: 0.8231, d1.loss_iou: 1.2115, d2.loss_cls: 2.0779, d2.loss_bbox: 0.8081, d2.loss_iou: 1.1943, d3.loss_cls: 2.0612, d3.loss_bbox: 0.8004, d3.loss_iou: 1.1854, d4.loss_cls: 2.0499, d4.loss_bbox: 0.7972, d4.loss_iou: 1.1812, loss: 24.5244, grad_norm: 14.1039 -2022-10-26 20:22:25,698 - mmdet - INFO - Epoch [11][1150/1849] lr: 2.000e-04, eta: 2:46:43, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 2.0424, loss_bbox: 0.7887, loss_iou: 1.1672, d0.loss_cls: 2.1372, d0.loss_bbox: 0.8371, d0.loss_iou: 1.2164, d1.loss_cls: 2.1028, d1.loss_bbox: 0.8155, d1.loss_iou: 1.1990, d2.loss_cls: 2.0731, d2.loss_bbox: 0.8017, d2.loss_iou: 1.1821, d3.loss_cls: 2.0575, d3.loss_bbox: 0.7935, d3.loss_iou: 1.1737, d4.loss_cls: 2.0473, d4.loss_bbox: 0.7899, d4.loss_iou: 1.1701, loss: 24.3950, grad_norm: 13.7966 -2022-10-26 20:22:32,447 - mmdet - INFO - Epoch [11][1200/1849] lr: 2.000e-04, eta: 2:46:36, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 2.0470, loss_bbox: 0.7897, loss_iou: 1.1731, d0.loss_cls: 2.1422, d0.loss_bbox: 0.8392, d0.loss_iou: 1.2223, d1.loss_cls: 2.1064, d1.loss_bbox: 0.8171, d1.loss_iou: 1.2054, d2.loss_cls: 2.0774, d2.loss_bbox: 0.8029, d2.loss_iou: 1.1878, d3.loss_cls: 2.0635, d3.loss_bbox: 0.7956, d3.loss_iou: 1.1798, d4.loss_cls: 2.0532, d4.loss_bbox: 0.7914, d4.loss_iou: 1.1756, loss: 24.4697, grad_norm: 14.7371 -2022-10-26 20:22:39,422 - mmdet - INFO - Epoch [11][1250/1849] lr: 2.000e-04, eta: 2:46:29, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 2.0419, loss_bbox: 0.7952, loss_iou: 1.1730, d0.loss_cls: 2.1302, d0.loss_bbox: 0.8409, d0.loss_iou: 1.2237, d1.loss_cls: 2.0998, d1.loss_bbox: 0.8214, d1.loss_iou: 1.2055, d2.loss_cls: 2.0711, d2.loss_bbox: 0.8066, d2.loss_iou: 1.1880, d3.loss_cls: 2.0565, d3.loss_bbox: 0.8004, d3.loss_iou: 1.1793, d4.loss_cls: 2.0453, d4.loss_bbox: 0.7966, d4.loss_iou: 1.1754, loss: 24.4508, grad_norm: 15.2198 -2022-10-26 20:22:46,287 - mmdet - INFO - Epoch [11][1300/1849] lr: 2.000e-04, eta: 2:46:23, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 2.0421, loss_bbox: 0.7952, loss_iou: 1.1717, d0.loss_cls: 2.1375, d0.loss_bbox: 0.8425, d0.loss_iou: 1.2219, d1.loss_cls: 2.1042, d1.loss_bbox: 0.8238, d1.loss_iou: 1.2049, d2.loss_cls: 2.0769, d2.loss_bbox: 0.8081, d2.loss_iou: 1.1867, d3.loss_cls: 2.0614, d3.loss_bbox: 0.8006, d3.loss_iou: 1.1780, d4.loss_cls: 2.0494, d4.loss_bbox: 0.7973, d4.loss_iou: 1.1737, loss: 24.4759, grad_norm: 15.6886 -2022-10-26 20:22:53,181 - mmdet - INFO - Epoch [11][1350/1849] lr: 2.000e-04, eta: 2:46:16, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 2.0476, loss_bbox: 0.7920, loss_iou: 1.1690, d0.loss_cls: 2.1446, d0.loss_bbox: 0.8386, d0.loss_iou: 1.2195, d1.loss_cls: 2.1095, d1.loss_bbox: 0.8191, d1.loss_iou: 1.2019, d2.loss_cls: 2.0783, d2.loss_bbox: 0.8055, d2.loss_iou: 1.1850, d3.loss_cls: 2.0642, d3.loss_bbox: 0.7980, d3.loss_iou: 1.1764, d4.loss_cls: 2.0537, d4.loss_bbox: 0.7934, d4.loss_iou: 1.1715, loss: 24.4680, grad_norm: 15.5540 -2022-10-26 20:23:00,049 - mmdet - INFO - Epoch [11][1400/1849] lr: 2.000e-04, eta: 2:46:09, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 2.0452, loss_bbox: 0.7942, loss_iou: 1.1695, d0.loss_cls: 2.1376, d0.loss_bbox: 0.8408, d0.loss_iou: 1.2200, d1.loss_cls: 2.1064, d1.loss_bbox: 0.8216, d1.loss_iou: 1.2026, d2.loss_cls: 2.0798, d2.loss_bbox: 0.8070, d2.loss_iou: 1.1853, d3.loss_cls: 2.0633, d3.loss_bbox: 0.7995, d3.loss_iou: 1.1770, d4.loss_cls: 2.0503, d4.loss_bbox: 0.7957, d4.loss_iou: 1.1725, loss: 24.4684, grad_norm: 13.7113 -2022-10-26 20:23:07,081 - mmdet - INFO - Epoch [11][1450/1849] lr: 2.000e-04, eta: 2:46:03, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 2.0545, loss_bbox: 0.7918, loss_iou: 1.1694, d0.loss_cls: 2.1501, d0.loss_bbox: 0.8404, d0.loss_iou: 1.2185, d1.loss_cls: 2.1169, d1.loss_bbox: 0.8198, d1.loss_iou: 1.2010, d2.loss_cls: 2.0916, d2.loss_bbox: 0.8053, d2.loss_iou: 1.1834, d3.loss_cls: 2.0733, d3.loss_bbox: 0.7975, d3.loss_iou: 1.1758, d4.loss_cls: 2.0606, d4.loss_bbox: 0.7933, d4.loss_iou: 1.1715, loss: 24.5148, grad_norm: 14.3410 -2022-10-26 20:23:13,993 - mmdet - INFO - Epoch [11][1500/1849] lr: 2.000e-04, eta: 2:45:56, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 2.0482, loss_bbox: 0.7959, loss_iou: 1.1779, d0.loss_cls: 2.1437, d0.loss_bbox: 0.8402, d0.loss_iou: 1.2260, d1.loss_cls: 2.1100, d1.loss_bbox: 0.8221, d1.loss_iou: 1.2092, d2.loss_cls: 2.0781, d2.loss_bbox: 0.8079, d2.loss_iou: 1.1918, d3.loss_cls: 2.0642, d3.loss_bbox: 0.8010, d3.loss_iou: 1.1838, d4.loss_cls: 2.0541, d4.loss_bbox: 0.7978, d4.loss_iou: 1.1801, loss: 24.5320, grad_norm: 16.1960 -2022-10-26 20:23:20,815 - mmdet - INFO - Epoch [11][1550/1849] lr: 2.000e-04, eta: 2:45:49, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 2.0512, loss_bbox: 0.7961, loss_iou: 1.1704, d0.loss_cls: 2.1424, d0.loss_bbox: 0.8420, d0.loss_iou: 1.2198, d1.loss_cls: 2.1074, d1.loss_bbox: 0.8238, d1.loss_iou: 1.2040, d2.loss_cls: 2.0817, d2.loss_bbox: 0.8098, d2.loss_iou: 1.1867, d3.loss_cls: 2.0683, d3.loss_bbox: 0.8022, d3.loss_iou: 1.1772, d4.loss_cls: 2.0556, d4.loss_bbox: 0.7975, d4.loss_iou: 1.1727, loss: 24.5087, grad_norm: 14.2888 -2022-10-26 20:23:27,667 - mmdet - INFO - Epoch [11][1600/1849] lr: 2.000e-04, eta: 2:45:42, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 2.0490, loss_bbox: 0.7968, loss_iou: 1.1744, d0.loss_cls: 2.1470, d0.loss_bbox: 0.8442, d0.loss_iou: 1.2268, d1.loss_cls: 2.1102, d1.loss_bbox: 0.8245, d1.loss_iou: 1.2072, d2.loss_cls: 2.0819, d2.loss_bbox: 0.8106, d2.loss_iou: 1.1889, d3.loss_cls: 2.0647, d3.loss_bbox: 0.8037, d3.loss_iou: 1.1807, d4.loss_cls: 2.0550, d4.loss_bbox: 0.7986, d4.loss_iou: 1.1767, loss: 24.5409, grad_norm: 15.9114 -2022-10-26 20:23:34,571 - mmdet - INFO - Epoch [11][1650/1849] lr: 2.000e-04, eta: 2:45:35, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 2.0559, loss_bbox: 0.7924, loss_iou: 1.1683, d0.loss_cls: 2.1504, d0.loss_bbox: 0.8407, d0.loss_iou: 1.2193, d1.loss_cls: 2.1149, d1.loss_bbox: 0.8195, d1.loss_iou: 1.2007, d2.loss_cls: 2.0872, d2.loss_bbox: 0.8046, d2.loss_iou: 1.1836, d3.loss_cls: 2.0723, d3.loss_bbox: 0.7975, d3.loss_iou: 1.1749, d4.loss_cls: 2.0600, d4.loss_bbox: 0.7944, d4.loss_iou: 1.1709, loss: 24.5073, grad_norm: 15.2721 -2022-10-26 20:23:41,504 - mmdet - INFO - Epoch [11][1700/1849] lr: 2.000e-04, eta: 2:45:29, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 2.0515, loss_bbox: 0.7972, loss_iou: 1.1706, d0.loss_cls: 2.1460, d0.loss_bbox: 0.8426, d0.loss_iou: 1.2199, d1.loss_cls: 2.1106, d1.loss_bbox: 0.8249, d1.loss_iou: 1.2036, d2.loss_cls: 2.0823, d2.loss_bbox: 0.8103, d2.loss_iou: 1.1858, d3.loss_cls: 2.0687, d3.loss_bbox: 0.8032, d3.loss_iou: 1.1769, d4.loss_cls: 2.0574, d4.loss_bbox: 0.7991, d4.loss_iou: 1.1735, loss: 24.5243, grad_norm: 15.4370 -2022-10-26 20:23:48,398 - mmdet - INFO - Epoch [11][1750/1849] lr: 2.000e-04, eta: 2:45:22, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 2.0547, loss_bbox: 0.7914, loss_iou: 1.1639, d0.loss_cls: 2.1488, d0.loss_bbox: 0.8390, d0.loss_iou: 1.2155, d1.loss_cls: 2.1157, d1.loss_bbox: 0.8188, d1.loss_iou: 1.1970, d2.loss_cls: 2.0848, d2.loss_bbox: 0.8040, d2.loss_iou: 1.1800, d3.loss_cls: 2.0708, d3.loss_bbox: 0.7967, d3.loss_iou: 1.1707, d4.loss_cls: 2.0595, d4.loss_bbox: 0.7931, d4.loss_iou: 1.1665, loss: 24.4710, grad_norm: 15.3015 -2022-10-26 20:23:55,086 - mmdet - INFO - Epoch [11][1800/1849] lr: 2.000e-04, eta: 2:45:14, time: 0.134, data_time: 0.004, memory: 4401, loss_cls: 2.0576, loss_bbox: 0.7960, loss_iou: 1.1755, d0.loss_cls: 2.1476, d0.loss_bbox: 0.8431, d0.loss_iou: 1.2275, d1.loss_cls: 2.1140, d1.loss_bbox: 0.8239, d1.loss_iou: 1.2094, d2.loss_cls: 2.0844, d2.loss_bbox: 0.8095, d2.loss_iou: 1.1914, d3.loss_cls: 2.0744, d3.loss_bbox: 0.8020, d3.loss_iou: 1.1821, d4.loss_cls: 2.0638, d4.loss_bbox: 0.7971, d4.loss_iou: 1.1777, loss: 24.5770, grad_norm: 13.9500 -2022-10-26 20:24:01,982 - mmdet - INFO - Saving checkpoint at 11 epochs -2022-10-26 20:24:12,573 - mmdet - INFO - Epoch [12][50/1849] lr: 2.000e-04, eta: 2:44:48, time: 0.198, data_time: 0.063, memory: 4401, loss_cls: 2.0366, loss_bbox: 0.7920, loss_iou: 1.1706, d0.loss_cls: 2.1365, d0.loss_bbox: 0.8389, d0.loss_iou: 1.2197, d1.loss_cls: 2.0987, d1.loss_bbox: 0.8190, d1.loss_iou: 1.2027, d2.loss_cls: 2.0700, d2.loss_bbox: 0.8054, d2.loss_iou: 1.1843, d3.loss_cls: 2.0560, d3.loss_bbox: 0.7978, d3.loss_iou: 1.1762, d4.loss_cls: 2.0441, d4.loss_bbox: 0.7935, d4.loss_iou: 1.1724, loss: 24.4143, grad_norm: 15.1124 -2022-10-26 20:24:19,578 - mmdet - INFO - Epoch [12][100/1849] lr: 2.000e-04, eta: 2:44:41, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 2.0354, loss_bbox: 0.7877, loss_iou: 1.1656, d0.loss_cls: 2.1349, d0.loss_bbox: 0.8351, d0.loss_iou: 1.2167, d1.loss_cls: 2.0959, d1.loss_bbox: 0.8160, d1.loss_iou: 1.1979, d2.loss_cls: 2.0685, d2.loss_bbox: 0.8009, d2.loss_iou: 1.1799, d3.loss_cls: 2.0545, d3.loss_bbox: 0.7932, d3.loss_iou: 1.1724, d4.loss_cls: 2.0415, d4.loss_bbox: 0.7889, d4.loss_iou: 1.1682, loss: 24.3533, grad_norm: 14.8458 -2022-10-26 20:24:26,407 - mmdet - INFO - Epoch [12][150/1849] lr: 2.000e-04, eta: 2:44:34, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0346, loss_bbox: 0.7960, loss_iou: 1.1713, d0.loss_cls: 2.1375, d0.loss_bbox: 0.8436, d0.loss_iou: 1.2219, d1.loss_cls: 2.0996, d1.loss_bbox: 0.8227, d1.loss_iou: 1.2035, d2.loss_cls: 2.0678, d2.loss_bbox: 0.8089, d2.loss_iou: 1.1867, d3.loss_cls: 2.0526, d3.loss_bbox: 0.8012, d3.loss_iou: 1.1786, d4.loss_cls: 2.0417, d4.loss_bbox: 0.7971, d4.loss_iou: 1.1737, loss: 24.4390, grad_norm: 13.2122 -2022-10-26 20:24:33,345 - mmdet - INFO - Epoch [12][200/1849] lr: 2.000e-04, eta: 2:44:28, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 2.0182, loss_bbox: 0.7893, loss_iou: 1.1682, d0.loss_cls: 2.1225, d0.loss_bbox: 0.8367, d0.loss_iou: 1.2185, d1.loss_cls: 2.0812, d1.loss_bbox: 0.8171, d1.loss_iou: 1.2009, d2.loss_cls: 2.0485, d2.loss_bbox: 0.8023, d2.loss_iou: 1.1825, d3.loss_cls: 2.0386, d3.loss_bbox: 0.7951, d3.loss_iou: 1.1747, d4.loss_cls: 2.0246, d4.loss_bbox: 0.7910, d4.loss_iou: 1.1703, loss: 24.2802, grad_norm: 15.4053 -2022-10-26 20:24:40,105 - mmdet - INFO - Epoch [12][250/1849] lr: 2.000e-04, eta: 2:44:20, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 2.0245, loss_bbox: 0.7864, loss_iou: 1.1638, d0.loss_cls: 2.1188, d0.loss_bbox: 0.8356, d0.loss_iou: 1.2163, d1.loss_cls: 2.0824, d1.loss_bbox: 0.8151, d1.loss_iou: 1.1981, d2.loss_cls: 2.0564, d2.loss_bbox: 0.7999, d2.loss_iou: 1.1797, d3.loss_cls: 2.0403, d3.loss_bbox: 0.7924, d3.loss_iou: 1.1709, d4.loss_cls: 2.0306, d4.loss_bbox: 0.7875, d4.loss_iou: 1.1665, loss: 24.2652, grad_norm: 13.8285 -2022-10-26 20:24:46,861 - mmdet - INFO - Epoch [12][300/1849] lr: 2.000e-04, eta: 2:44:13, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 2.0561, loss_bbox: 0.7904, loss_iou: 1.1694, d0.loss_cls: 2.1562, d0.loss_bbox: 0.8382, d0.loss_iou: 1.2198, d1.loss_cls: 2.1218, d1.loss_bbox: 0.8174, d1.loss_iou: 1.2019, d2.loss_cls: 2.0900, d2.loss_bbox: 0.8044, d2.loss_iou: 1.1842, d3.loss_cls: 2.0757, d3.loss_bbox: 0.7956, d3.loss_iou: 1.1757, d4.loss_cls: 2.0616, d4.loss_bbox: 0.7910, d4.loss_iou: 1.1716, loss: 24.5210, grad_norm: 15.0177 -2022-10-26 20:24:53,891 - mmdet - INFO - Epoch [12][350/1849] lr: 2.000e-04, eta: 2:44:07, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 2.0265, loss_bbox: 0.7911, loss_iou: 1.1676, d0.loss_cls: 2.1267, d0.loss_bbox: 0.8387, d0.loss_iou: 1.2184, d1.loss_cls: 2.0865, d1.loss_bbox: 0.8197, d1.loss_iou: 1.2002, d2.loss_cls: 2.0590, d2.loss_bbox: 0.8047, d2.loss_iou: 1.1824, d3.loss_cls: 2.0437, d3.loss_bbox: 0.7971, d3.loss_iou: 1.1746, d4.loss_cls: 2.0325, d4.loss_bbox: 0.7925, d4.loss_iou: 1.1699, loss: 24.3319, grad_norm: 15.6542 -2022-10-26 20:25:00,936 - mmdet - INFO - Epoch [12][400/1849] lr: 2.000e-04, eta: 2:44:01, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 2.0271, loss_bbox: 0.7888, loss_iou: 1.1710, d0.loss_cls: 2.1302, d0.loss_bbox: 0.8347, d0.loss_iou: 1.2225, d1.loss_cls: 2.0893, d1.loss_bbox: 0.8162, d1.loss_iou: 1.2034, d2.loss_cls: 2.0604, d2.loss_bbox: 0.8015, d2.loss_iou: 1.1865, d3.loss_cls: 2.0468, d3.loss_bbox: 0.7944, d3.loss_iou: 1.1776, d4.loss_cls: 2.0336, d4.loss_bbox: 0.7907, d4.loss_iou: 1.1727, loss: 24.3473, grad_norm: 17.6529 -2022-10-26 20:25:07,949 - mmdet - INFO - Epoch [12][450/1849] lr: 2.000e-04, eta: 2:43:54, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 2.0252, loss_bbox: 0.7909, loss_iou: 1.1713, d0.loss_cls: 2.1211, d0.loss_bbox: 0.8383, d0.loss_iou: 1.2197, d1.loss_cls: 2.0893, d1.loss_bbox: 0.8188, d1.loss_iou: 1.2036, d2.loss_cls: 2.0588, d2.loss_bbox: 0.8043, d2.loss_iou: 1.1860, d3.loss_cls: 2.0422, d3.loss_bbox: 0.7972, d3.loss_iou: 1.1776, d4.loss_cls: 2.0328, d4.loss_bbox: 0.7929, d4.loss_iou: 1.1731, loss: 24.3431, grad_norm: 15.1461 -2022-10-26 20:25:14,942 - mmdet - INFO - Epoch [12][500/1849] lr: 2.000e-04, eta: 2:43:48, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 2.0379, loss_bbox: 0.7901, loss_iou: 1.1703, d0.loss_cls: 2.1377, d0.loss_bbox: 0.8373, d0.loss_iou: 1.2203, d1.loss_cls: 2.1022, d1.loss_bbox: 0.8182, d1.loss_iou: 1.2028, d2.loss_cls: 2.0724, d2.loss_bbox: 0.8033, d2.loss_iou: 1.1856, d3.loss_cls: 2.0544, d3.loss_bbox: 0.7963, d3.loss_iou: 1.1770, d4.loss_cls: 2.0438, d4.loss_bbox: 0.7921, d4.loss_iou: 1.1727, loss: 24.4145, grad_norm: 15.1635 -2022-10-26 20:25:21,841 - mmdet - INFO - Epoch [12][550/1849] lr: 2.000e-04, eta: 2:43:41, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 2.0395, loss_bbox: 0.7905, loss_iou: 1.1691, d0.loss_cls: 2.1328, d0.loss_bbox: 0.8377, d0.loss_iou: 1.2206, d1.loss_cls: 2.1017, d1.loss_bbox: 0.8190, d1.loss_iou: 1.2039, d2.loss_cls: 2.0701, d2.loss_bbox: 0.8040, d2.loss_iou: 1.1846, d3.loss_cls: 2.0554, d3.loss_bbox: 0.7960, d3.loss_iou: 1.1755, d4.loss_cls: 2.0465, d4.loss_bbox: 0.7917, d4.loss_iou: 1.1718, loss: 24.4105, grad_norm: 14.0404 -2022-10-26 20:25:28,827 - mmdet - INFO - Epoch [12][600/1849] lr: 2.000e-04, eta: 2:43:35, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 2.0352, loss_bbox: 0.7891, loss_iou: 1.1677, d0.loss_cls: 2.1332, d0.loss_bbox: 0.8363, d0.loss_iou: 1.2181, d1.loss_cls: 2.0989, d1.loss_bbox: 0.8175, d1.loss_iou: 1.2008, d2.loss_cls: 2.0674, d2.loss_bbox: 0.8029, d2.loss_iou: 1.1834, d3.loss_cls: 2.0526, d3.loss_bbox: 0.7949, d3.loss_iou: 1.1741, d4.loss_cls: 2.0417, d4.loss_bbox: 0.7907, d4.loss_iou: 1.1701, loss: 24.3746, grad_norm: 14.6000 -2022-10-26 20:25:35,732 - mmdet - INFO - Epoch [12][650/1849] lr: 2.000e-04, eta: 2:43:28, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 2.0362, loss_bbox: 0.7894, loss_iou: 1.1687, d0.loss_cls: 2.1333, d0.loss_bbox: 0.8372, d0.loss_iou: 1.2196, d1.loss_cls: 2.0952, d1.loss_bbox: 0.8151, d1.loss_iou: 1.2006, d2.loss_cls: 2.0675, d2.loss_bbox: 0.8014, d2.loss_iou: 1.1831, d3.loss_cls: 2.0529, d3.loss_bbox: 0.7949, d3.loss_iou: 1.1751, d4.loss_cls: 2.0424, d4.loss_bbox: 0.7911, d4.loss_iou: 1.1711, loss: 24.3748, grad_norm: 14.0037 -2022-10-26 20:25:42,784 - mmdet - INFO - Epoch [12][700/1849] lr: 2.000e-04, eta: 2:43:22, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 2.0193, loss_bbox: 0.7908, loss_iou: 1.1706, d0.loss_cls: 2.1166, d0.loss_bbox: 0.8396, d0.loss_iou: 1.2215, d1.loss_cls: 2.0809, d1.loss_bbox: 0.8194, d1.loss_iou: 1.2030, d2.loss_cls: 2.0530, d2.loss_bbox: 0.8052, d2.loss_iou: 1.1846, d3.loss_cls: 2.0359, d3.loss_bbox: 0.7974, d3.loss_iou: 1.1767, d4.loss_cls: 2.0261, d4.loss_bbox: 0.7931, d4.loss_iou: 1.1726, loss: 24.3064, grad_norm: 15.2483 -2022-10-26 20:25:49,747 - mmdet - INFO - Epoch [12][750/1849] lr: 2.000e-04, eta: 2:43:15, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 2.0474, loss_bbox: 0.7914, loss_iou: 1.1686, d0.loss_cls: 2.1471, d0.loss_bbox: 0.8381, d0.loss_iou: 1.2204, d1.loss_cls: 2.1126, d1.loss_bbox: 0.8194, d1.loss_iou: 1.2026, d2.loss_cls: 2.0816, d2.loss_bbox: 0.8049, d2.loss_iou: 1.1835, d3.loss_cls: 2.0662, d3.loss_bbox: 0.7971, d3.loss_iou: 1.1745, d4.loss_cls: 2.0551, d4.loss_bbox: 0.7932, d4.loss_iou: 1.1708, loss: 24.4746, grad_norm: 14.9451 -2022-10-26 20:25:56,597 - mmdet - INFO - Epoch [12][800/1849] lr: 2.000e-04, eta: 2:43:08, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0335, loss_bbox: 0.7928, loss_iou: 1.1775, d0.loss_cls: 2.1334, d0.loss_bbox: 0.8391, d0.loss_iou: 1.2275, d1.loss_cls: 2.0945, d1.loss_bbox: 0.8191, d1.loss_iou: 1.2101, d2.loss_cls: 2.0640, d2.loss_bbox: 0.8056, d2.loss_iou: 1.1931, d3.loss_cls: 2.0529, d3.loss_bbox: 0.7985, d3.loss_iou: 1.1844, d4.loss_cls: 2.0398, d4.loss_bbox: 0.7946, d4.loss_iou: 1.1799, loss: 24.4403, grad_norm: 16.0122 -2022-10-26 20:26:03,238 - mmdet - INFO - Epoch [12][850/1849] lr: 2.000e-04, eta: 2:43:01, time: 0.133, data_time: 0.005, memory: 4401, loss_cls: 2.0350, loss_bbox: 0.7927, loss_iou: 1.1721, d0.loss_cls: 2.1408, d0.loss_bbox: 0.8398, d0.loss_iou: 1.2218, d1.loss_cls: 2.1004, d1.loss_bbox: 0.8207, d1.loss_iou: 1.2046, d2.loss_cls: 2.0676, d2.loss_bbox: 0.8053, d2.loss_iou: 1.1878, d3.loss_cls: 2.0530, d3.loss_bbox: 0.7978, d3.loss_iou: 1.1785, d4.loss_cls: 2.0427, d4.loss_bbox: 0.7936, d4.loss_iou: 1.1743, loss: 24.4287, grad_norm: 15.9072 -2022-10-26 20:26:09,908 - mmdet - INFO - Epoch [12][900/1849] lr: 2.000e-04, eta: 2:42:53, time: 0.133, data_time: 0.005, memory: 4401, loss_cls: 2.0308, loss_bbox: 0.7949, loss_iou: 1.1641, d0.loss_cls: 2.1281, d0.loss_bbox: 0.8419, d0.loss_iou: 1.2164, d1.loss_cls: 2.0919, d1.loss_bbox: 0.8222, d1.loss_iou: 1.1977, d2.loss_cls: 2.0607, d2.loss_bbox: 0.8076, d2.loss_iou: 1.1801, d3.loss_cls: 2.0480, d3.loss_bbox: 0.7999, d3.loss_iou: 1.1715, d4.loss_cls: 2.0370, d4.loss_bbox: 0.7964, d4.loss_iou: 1.1661, loss: 24.3553, grad_norm: 16.0156 -2022-10-26 20:26:16,782 - mmdet - INFO - Epoch [12][950/1849] lr: 2.000e-04, eta: 2:42:46, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0403, loss_bbox: 0.7904, loss_iou: 1.1698, d0.loss_cls: 2.1413, d0.loss_bbox: 0.8363, d0.loss_iou: 1.2190, d1.loss_cls: 2.1034, d1.loss_bbox: 0.8179, d1.loss_iou: 1.2017, d2.loss_cls: 2.0753, d2.loss_bbox: 0.8034, d2.loss_iou: 1.1846, d3.loss_cls: 2.0605, d3.loss_bbox: 0.7952, d3.loss_iou: 1.1761, d4.loss_cls: 2.0476, d4.loss_bbox: 0.7914, d4.loss_iou: 1.1713, loss: 24.4255, grad_norm: 14.8056 -2022-10-26 20:26:23,630 - mmdet - INFO - Epoch [12][1000/1849] lr: 2.000e-04, eta: 2:42:40, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0468, loss_bbox: 0.7942, loss_iou: 1.1669, d0.loss_cls: 2.1457, d0.loss_bbox: 0.8426, d0.loss_iou: 1.2190, d1.loss_cls: 2.1074, d1.loss_bbox: 0.8224, d1.loss_iou: 1.2008, d2.loss_cls: 2.0758, d2.loss_bbox: 0.8077, d2.loss_iou: 1.1830, d3.loss_cls: 2.0624, d3.loss_bbox: 0.7998, d3.loss_iou: 1.1741, d4.loss_cls: 2.0500, d4.loss_bbox: 0.7960, d4.loss_iou: 1.1688, loss: 24.4635, grad_norm: 14.6083 -2022-10-26 20:26:30,472 - mmdet - INFO - Epoch [12][1050/1849] lr: 2.000e-04, eta: 2:42:33, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0386, loss_bbox: 0.7895, loss_iou: 1.1668, d0.loss_cls: 2.1362, d0.loss_bbox: 0.8366, d0.loss_iou: 1.2162, d1.loss_cls: 2.1004, d1.loss_bbox: 0.8176, d1.loss_iou: 1.1990, d2.loss_cls: 2.0705, d2.loss_bbox: 0.8032, d2.loss_iou: 1.1820, d3.loss_cls: 2.0572, d3.loss_bbox: 0.7953, d3.loss_iou: 1.1734, d4.loss_cls: 2.0448, d4.loss_bbox: 0.7914, d4.loss_iou: 1.1690, loss: 24.3879, grad_norm: 14.9593 -2022-10-26 20:26:37,374 - mmdet - INFO - Epoch [12][1100/1849] lr: 2.000e-04, eta: 2:42:26, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 2.0556, loss_bbox: 0.7895, loss_iou: 1.1711, d0.loss_cls: 2.1517, d0.loss_bbox: 0.8363, d0.loss_iou: 1.2229, d1.loss_cls: 2.1167, d1.loss_bbox: 0.8179, d1.loss_iou: 1.2051, d2.loss_cls: 2.0867, d2.loss_bbox: 0.8040, d2.loss_iou: 1.1863, d3.loss_cls: 2.0733, d3.loss_bbox: 0.7955, d3.loss_iou: 1.1775, d4.loss_cls: 2.0614, d4.loss_bbox: 0.7917, d4.loss_iou: 1.1732, loss: 24.5165, grad_norm: 15.0893 -2022-10-26 20:26:44,084 - mmdet - INFO - Epoch [12][1150/1849] lr: 2.000e-04, eta: 2:42:18, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 2.0235, loss_bbox: 0.7924, loss_iou: 1.1748, d0.loss_cls: 2.1164, d0.loss_bbox: 0.8392, d0.loss_iou: 1.2260, d1.loss_cls: 2.0829, d1.loss_bbox: 0.8205, d1.loss_iou: 1.2076, d2.loss_cls: 2.0534, d2.loss_bbox: 0.8061, d2.loss_iou: 1.1899, d3.loss_cls: 2.0403, d3.loss_bbox: 0.7985, d3.loss_iou: 1.1815, d4.loss_cls: 2.0282, d4.loss_bbox: 0.7944, d4.loss_iou: 1.1778, loss: 24.3532, grad_norm: 15.1954 -2022-10-26 20:26:50,825 - mmdet - INFO - Epoch [12][1200/1849] lr: 2.000e-04, eta: 2:42:11, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 2.0524, loss_bbox: 0.7900, loss_iou: 1.1714, d0.loss_cls: 2.1479, d0.loss_bbox: 0.8387, d0.loss_iou: 1.2230, d1.loss_cls: 2.1169, d1.loss_bbox: 0.8193, d1.loss_iou: 1.2041, d2.loss_cls: 2.0834, d2.loss_bbox: 0.8036, d2.loss_iou: 1.1865, d3.loss_cls: 2.0680, d3.loss_bbox: 0.7955, d3.loss_iou: 1.1777, d4.loss_cls: 2.0567, d4.loss_bbox: 0.7910, d4.loss_iou: 1.1739, loss: 24.5000, grad_norm: 14.5956 -2022-10-26 20:26:57,553 - mmdet - INFO - Epoch [12][1250/1849] lr: 2.000e-04, eta: 2:42:04, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 2.0305, loss_bbox: 0.7919, loss_iou: 1.1689, d0.loss_cls: 2.1253, d0.loss_bbox: 0.8382, d0.loss_iou: 1.2209, d1.loss_cls: 2.0923, d1.loss_bbox: 0.8195, d1.loss_iou: 1.2027, d2.loss_cls: 2.0635, d2.loss_bbox: 0.8059, d2.loss_iou: 1.1845, d3.loss_cls: 2.0464, d3.loss_bbox: 0.7983, d3.loss_iou: 1.1771, d4.loss_cls: 2.0362, d4.loss_bbox: 0.7932, d4.loss_iou: 1.1716, loss: 24.3669, grad_norm: 14.3190 -2022-10-26 20:27:04,252 - mmdet - INFO - Epoch [12][1300/1849] lr: 2.000e-04, eta: 2:41:57, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 2.0409, loss_bbox: 0.7905, loss_iou: 1.1675, d0.loss_cls: 2.1384, d0.loss_bbox: 0.8379, d0.loss_iou: 1.2171, d1.loss_cls: 2.1050, d1.loss_bbox: 0.8183, d1.loss_iou: 1.1997, d2.loss_cls: 2.0766, d2.loss_bbox: 0.8038, d2.loss_iou: 1.1819, d3.loss_cls: 2.0608, d3.loss_bbox: 0.7962, d3.loss_iou: 1.1738, d4.loss_cls: 2.0486, d4.loss_bbox: 0.7921, d4.loss_iou: 1.1695, loss: 24.4185, grad_norm: 14.8847 -2022-10-26 20:27:11,020 - mmdet - INFO - Epoch [12][1350/1849] lr: 2.000e-04, eta: 2:41:49, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 2.0315, loss_bbox: 0.7905, loss_iou: 1.1681, d0.loss_cls: 2.1294, d0.loss_bbox: 0.8384, d0.loss_iou: 1.2211, d1.loss_cls: 2.0946, d1.loss_bbox: 0.8185, d1.loss_iou: 1.2017, d2.loss_cls: 2.0671, d2.loss_bbox: 0.8032, d2.loss_iou: 1.1836, d3.loss_cls: 2.0496, d3.loss_bbox: 0.7950, d3.loss_iou: 1.1746, d4.loss_cls: 2.0382, d4.loss_bbox: 0.7914, d4.loss_iou: 1.1704, loss: 24.3669, grad_norm: 14.7055 -2022-10-26 20:27:17,885 - mmdet - INFO - Epoch [12][1400/1849] lr: 2.000e-04, eta: 2:41:42, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0374, loss_bbox: 0.7869, loss_iou: 1.1685, d0.loss_cls: 2.1367, d0.loss_bbox: 0.8358, d0.loss_iou: 1.2216, d1.loss_cls: 2.0992, d1.loss_bbox: 0.8165, d1.loss_iou: 1.2029, d2.loss_cls: 2.0714, d2.loss_bbox: 0.8026, d2.loss_iou: 1.1841, d3.loss_cls: 2.0551, d3.loss_bbox: 0.7938, d3.loss_iou: 1.1752, d4.loss_cls: 2.0418, d4.loss_bbox: 0.7886, d4.loss_iou: 1.1709, loss: 24.3888, grad_norm: 14.5322 -2022-10-26 20:27:24,759 - mmdet - INFO - Epoch [12][1450/1849] lr: 2.000e-04, eta: 2:41:36, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 2.0315, loss_bbox: 0.7888, loss_iou: 1.1684, d0.loss_cls: 2.1270, d0.loss_bbox: 0.8369, d0.loss_iou: 1.2208, d1.loss_cls: 2.0942, d1.loss_bbox: 0.8180, d1.loss_iou: 1.2027, d2.loss_cls: 2.0642, d2.loss_bbox: 0.8038, d2.loss_iou: 1.1844, d3.loss_cls: 2.0493, d3.loss_bbox: 0.7951, d3.loss_iou: 1.1758, d4.loss_cls: 2.0386, d4.loss_bbox: 0.7905, d4.loss_iou: 1.1713, loss: 24.3613, grad_norm: 14.6649 -2022-10-26 20:27:31,665 - mmdet - INFO - Epoch [12][1500/1849] lr: 2.000e-04, eta: 2:41:29, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 2.0422, loss_bbox: 0.7866, loss_iou: 1.1716, d0.loss_cls: 2.1384, d0.loss_bbox: 0.8340, d0.loss_iou: 1.2207, d1.loss_cls: 2.1046, d1.loss_bbox: 0.8151, d1.loss_iou: 1.2047, d2.loss_cls: 2.0758, d2.loss_bbox: 0.8004, d2.loss_iou: 1.1867, d3.loss_cls: 2.0602, d3.loss_bbox: 0.7928, d3.loss_iou: 1.1772, d4.loss_cls: 2.0488, d4.loss_bbox: 0.7885, d4.loss_iou: 1.1736, loss: 24.4218, grad_norm: 15.7433 -2022-10-26 20:27:38,479 - mmdet - INFO - Epoch [12][1550/1849] lr: 2.000e-04, eta: 2:41:22, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 2.0319, loss_bbox: 0.7936, loss_iou: 1.1690, d0.loss_cls: 2.1340, d0.loss_bbox: 0.8397, d0.loss_iou: 1.2213, d1.loss_cls: 2.0935, d1.loss_bbox: 0.8207, d1.loss_iou: 1.2030, d2.loss_cls: 2.0654, d2.loss_bbox: 0.8066, d2.loss_iou: 1.1847, d3.loss_cls: 2.0499, d3.loss_bbox: 0.7986, d3.loss_iou: 1.1762, d4.loss_cls: 2.0383, d4.loss_bbox: 0.7950, d4.loss_iou: 1.1706, loss: 24.3919, grad_norm: 13.8157 -2022-10-26 20:27:45,204 - mmdet - INFO - Epoch [12][1600/1849] lr: 2.000e-04, eta: 2:41:15, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 2.0341, loss_bbox: 0.7901, loss_iou: 1.1673, d0.loss_cls: 2.1306, d0.loss_bbox: 0.8367, d0.loss_iou: 1.2181, d1.loss_cls: 2.0959, d1.loss_bbox: 0.8181, d1.loss_iou: 1.1990, d2.loss_cls: 2.0656, d2.loss_bbox: 0.8035, d2.loss_iou: 1.1812, d3.loss_cls: 2.0508, d3.loss_bbox: 0.7958, d3.loss_iou: 1.1729, d4.loss_cls: 2.0411, d4.loss_bbox: 0.7914, d4.loss_iou: 1.1693, loss: 24.3615, grad_norm: 14.4880 -2022-10-26 20:27:51,986 - mmdet - INFO - Epoch [12][1650/1849] lr: 2.000e-04, eta: 2:41:08, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 2.0396, loss_bbox: 0.7899, loss_iou: 1.1657, d0.loss_cls: 2.1338, d0.loss_bbox: 0.8381, d0.loss_iou: 1.2157, d1.loss_cls: 2.0983, d1.loss_bbox: 0.8185, d1.loss_iou: 1.1975, d2.loss_cls: 2.0681, d2.loss_bbox: 0.8040, d2.loss_iou: 1.1799, d3.loss_cls: 2.0563, d3.loss_bbox: 0.7958, d3.loss_iou: 1.1717, d4.loss_cls: 2.0466, d4.loss_bbox: 0.7919, d4.loss_iou: 1.1673, loss: 24.3789, grad_norm: 14.0732 -2022-10-26 20:27:58,895 - mmdet - INFO - Epoch [12][1700/1849] lr: 2.000e-04, eta: 2:41:01, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 2.0331, loss_bbox: 0.7878, loss_iou: 1.1686, d0.loss_cls: 2.1276, d0.loss_bbox: 0.8368, d0.loss_iou: 1.2221, d1.loss_cls: 2.0929, d1.loss_bbox: 0.8174, d1.loss_iou: 1.2030, d2.loss_cls: 2.0641, d2.loss_bbox: 0.8026, d2.loss_iou: 1.1852, d3.loss_cls: 2.0482, d3.loss_bbox: 0.7943, d3.loss_iou: 1.1754, d4.loss_cls: 2.0361, d4.loss_bbox: 0.7898, d4.loss_iou: 1.1719, loss: 24.3572, grad_norm: 14.0852 -2022-10-26 20:28:05,639 - mmdet - INFO - Epoch [12][1750/1849] lr: 2.000e-04, eta: 2:40:54, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 2.0327, loss_bbox: 0.7912, loss_iou: 1.1695, d0.loss_cls: 2.1325, d0.loss_bbox: 0.8384, d0.loss_iou: 1.2205, d1.loss_cls: 2.0951, d1.loss_bbox: 0.8189, d1.loss_iou: 1.2016, d2.loss_cls: 2.0640, d2.loss_bbox: 0.8046, d2.loss_iou: 1.1844, d3.loss_cls: 2.0486, d3.loss_bbox: 0.7965, d3.loss_iou: 1.1757, d4.loss_cls: 2.0386, d4.loss_bbox: 0.7929, d4.loss_iou: 1.1718, loss: 24.3775, grad_norm: 15.1991 -2022-10-26 20:28:12,410 - mmdet - INFO - Epoch [12][1800/1849] lr: 2.000e-04, eta: 2:40:46, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 2.0270, loss_bbox: 0.7884, loss_iou: 1.1685, d0.loss_cls: 2.1206, d0.loss_bbox: 0.8355, d0.loss_iou: 1.2200, d1.loss_cls: 2.0845, d1.loss_bbox: 0.8165, d1.loss_iou: 1.2027, d2.loss_cls: 2.0564, d2.loss_bbox: 0.8026, d2.loss_iou: 1.1844, d3.loss_cls: 2.0428, d3.loss_bbox: 0.7943, d3.loss_iou: 1.1771, d4.loss_cls: 2.0306, d4.loss_bbox: 0.7907, d4.loss_iou: 1.1710, loss: 24.3137, grad_norm: 14.4317 -2022-10-26 20:28:19,117 - mmdet - INFO - Saving checkpoint at 12 epochs -2022-10-26 20:28:29,887 - mmdet - INFO - Epoch [13][50/1849] lr: 2.000e-04, eta: 2:40:22, time: 0.203, data_time: 0.063, memory: 4401, loss_cls: 2.0188, loss_bbox: 0.7863, loss_iou: 1.1632, d0.loss_cls: 2.1124, d0.loss_bbox: 0.8336, d0.loss_iou: 1.2157, d1.loss_cls: 2.0767, d1.loss_bbox: 0.8151, d1.loss_iou: 1.1971, d2.loss_cls: 2.0508, d2.loss_bbox: 0.8009, d2.loss_iou: 1.1794, d3.loss_cls: 2.0344, d3.loss_bbox: 0.7921, d3.loss_iou: 1.1706, d4.loss_cls: 2.0243, d4.loss_bbox: 0.7884, d4.loss_iou: 1.1658, loss: 24.2254, grad_norm: 13.5988 -2022-10-26 20:28:37,057 - mmdet - INFO - Epoch [13][100/1849] lr: 2.000e-04, eta: 2:40:16, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 2.0268, loss_bbox: 0.7884, loss_iou: 1.1701, d0.loss_cls: 2.1232, d0.loss_bbox: 0.8353, d0.loss_iou: 1.2214, d1.loss_cls: 2.0874, d1.loss_bbox: 0.8173, d1.loss_iou: 1.2036, d2.loss_cls: 2.0568, d2.loss_bbox: 0.8022, d2.loss_iou: 1.1851, d3.loss_cls: 2.0404, d3.loss_bbox: 0.7942, d3.loss_iou: 1.1773, d4.loss_cls: 2.0308, d4.loss_bbox: 0.7902, d4.loss_iou: 1.1728, loss: 24.3233, grad_norm: 13.7037 -2022-10-26 20:28:44,061 - mmdet - INFO - Epoch [13][150/1849] lr: 2.000e-04, eta: 2:40:10, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 2.0354, loss_bbox: 0.7891, loss_iou: 1.1638, d0.loss_cls: 2.1364, d0.loss_bbox: 0.8367, d0.loss_iou: 1.2161, d1.loss_cls: 2.0979, d1.loss_bbox: 0.8173, d1.loss_iou: 1.1983, d2.loss_cls: 2.0680, d2.loss_bbox: 0.8031, d2.loss_iou: 1.1806, d3.loss_cls: 2.0517, d3.loss_bbox: 0.7953, d3.loss_iou: 1.1714, d4.loss_cls: 2.0408, d4.loss_bbox: 0.7905, d4.loss_iou: 1.1666, loss: 24.3589, grad_norm: 14.2748 -2022-10-26 20:28:50,957 - mmdet - INFO - Epoch [13][200/1849] lr: 2.000e-04, eta: 2:40:03, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 2.0212, loss_bbox: 0.7893, loss_iou: 1.1611, d0.loss_cls: 2.1185, d0.loss_bbox: 0.8376, d0.loss_iou: 1.2149, d1.loss_cls: 2.0797, d1.loss_bbox: 0.8184, d1.loss_iou: 1.1962, d2.loss_cls: 2.0514, d2.loss_bbox: 0.8041, d2.loss_iou: 1.1787, d3.loss_cls: 2.0377, d3.loss_bbox: 0.7964, d3.loss_iou: 1.1691, d4.loss_cls: 2.0264, d4.loss_bbox: 0.7915, d4.loss_iou: 1.1645, loss: 24.2566, grad_norm: 13.8356 -2022-10-26 20:28:57,775 - mmdet - INFO - Epoch [13][250/1849] lr: 2.000e-04, eta: 2:39:56, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 2.0352, loss_bbox: 0.7857, loss_iou: 1.1655, d0.loss_cls: 2.1334, d0.loss_bbox: 0.8345, d0.loss_iou: 1.2186, d1.loss_cls: 2.0995, d1.loss_bbox: 0.8141, d1.loss_iou: 1.1995, d2.loss_cls: 2.0673, d2.loss_bbox: 0.7986, d2.loss_iou: 1.1819, d3.loss_cls: 2.0514, d3.loss_bbox: 0.7908, d3.loss_iou: 1.1735, d4.loss_cls: 2.0394, d4.loss_bbox: 0.7869, d4.loss_iou: 1.1681, loss: 24.3437, grad_norm: 15.0080 -2022-10-26 20:29:04,844 - mmdet - INFO - Epoch [13][300/1849] lr: 2.000e-04, eta: 2:39:50, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 2.0239, loss_bbox: 0.7869, loss_iou: 1.1656, d0.loss_cls: 2.1217, d0.loss_bbox: 0.8332, d0.loss_iou: 1.2147, d1.loss_cls: 2.0868, d1.loss_bbox: 0.8147, d1.loss_iou: 1.1977, d2.loss_cls: 2.0577, d2.loss_bbox: 0.8006, d2.loss_iou: 1.1804, d3.loss_cls: 2.0416, d3.loss_bbox: 0.7925, d3.loss_iou: 1.1718, d4.loss_cls: 2.0317, d4.loss_bbox: 0.7884, d4.loss_iou: 1.1675, loss: 24.2774, grad_norm: 14.6580 -2022-10-26 20:29:11,968 - mmdet - INFO - Epoch [13][350/1849] lr: 2.000e-04, eta: 2:39:44, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 2.0276, loss_bbox: 0.7868, loss_iou: 1.1619, d0.loss_cls: 2.1256, d0.loss_bbox: 0.8352, d0.loss_iou: 1.2144, d1.loss_cls: 2.0883, d1.loss_bbox: 0.8149, d1.loss_iou: 1.1953, d2.loss_cls: 2.0577, d2.loss_bbox: 0.8007, d2.loss_iou: 1.1775, d3.loss_cls: 2.0436, d3.loss_bbox: 0.7929, d3.loss_iou: 1.1684, d4.loss_cls: 2.0321, d4.loss_bbox: 0.7885, d4.loss_iou: 1.1643, loss: 24.2757, grad_norm: 14.7244 -2022-10-26 20:29:18,786 - mmdet - INFO - Epoch [13][400/1849] lr: 2.000e-04, eta: 2:39:37, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 2.0187, loss_bbox: 0.7847, loss_iou: 1.1639, d0.loss_cls: 2.1147, d0.loss_bbox: 0.8330, d0.loss_iou: 1.2150, d1.loss_cls: 2.0840, d1.loss_bbox: 0.8137, d1.loss_iou: 1.1982, d2.loss_cls: 2.0518, d2.loss_bbox: 0.7988, d2.loss_iou: 1.1803, d3.loss_cls: 2.0378, d3.loss_bbox: 0.7908, d3.loss_iou: 1.1708, d4.loss_cls: 2.0238, d4.loss_bbox: 0.7867, d4.loss_iou: 1.1663, loss: 24.2330, grad_norm: 13.5735 -2022-10-26 20:29:25,695 - mmdet - INFO - Epoch [13][450/1849] lr: 2.000e-04, eta: 2:39:30, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 2.0171, loss_bbox: 0.7841, loss_iou: 1.1638, d0.loss_cls: 2.1158, d0.loss_bbox: 0.8326, d0.loss_iou: 1.2154, d1.loss_cls: 2.0835, d1.loss_bbox: 0.8122, d1.loss_iou: 1.1977, d2.loss_cls: 2.0499, d2.loss_bbox: 0.7987, d2.loss_iou: 1.1794, d3.loss_cls: 2.0343, d3.loss_bbox: 0.7896, d3.loss_iou: 1.1708, d4.loss_cls: 2.0248, d4.loss_bbox: 0.7854, d4.loss_iou: 1.1661, loss: 24.2211, grad_norm: 16.0748 -2022-10-26 20:29:32,724 - mmdet - INFO - Epoch [13][500/1849] lr: 2.000e-04, eta: 2:39:24, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 2.0180, loss_bbox: 0.7915, loss_iou: 1.1696, d0.loss_cls: 2.1150, d0.loss_bbox: 0.8355, d0.loss_iou: 1.2206, d1.loss_cls: 2.0796, d1.loss_bbox: 0.8189, d1.loss_iou: 1.2026, d2.loss_cls: 2.0509, d2.loss_bbox: 0.8052, d2.loss_iou: 1.1855, d3.loss_cls: 2.0350, d3.loss_bbox: 0.7978, d3.loss_iou: 1.1768, d4.loss_cls: 2.0233, d4.loss_bbox: 0.7930, d4.loss_iou: 1.1719, loss: 24.2908, grad_norm: 14.0092 -2022-10-26 20:29:39,692 - mmdet - INFO - Epoch [13][550/1849] lr: 2.000e-04, eta: 2:39:17, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 2.0357, loss_bbox: 0.7915, loss_iou: 1.1687, d0.loss_cls: 2.1354, d0.loss_bbox: 0.8394, d0.loss_iou: 1.2210, d1.loss_cls: 2.1008, d1.loss_bbox: 0.8198, d1.loss_iou: 1.2019, d2.loss_cls: 2.0709, d2.loss_bbox: 0.8058, d2.loss_iou: 1.1838, d3.loss_cls: 2.0547, d3.loss_bbox: 0.7978, d3.loss_iou: 1.1755, d4.loss_cls: 2.0410, d4.loss_bbox: 0.7935, d4.loss_iou: 1.1707, loss: 24.4079, grad_norm: 15.7725 -2022-10-26 20:29:46,551 - mmdet - INFO - Epoch [13][600/1849] lr: 2.000e-04, eta: 2:39:11, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 2.0262, loss_bbox: 0.7840, loss_iou: 1.1654, d0.loss_cls: 2.1261, d0.loss_bbox: 0.8318, d0.loss_iou: 1.2187, d1.loss_cls: 2.0903, d1.loss_bbox: 0.8124, d1.loss_iou: 1.1997, d2.loss_cls: 2.0622, d2.loss_bbox: 0.7977, d2.loss_iou: 1.1812, d3.loss_cls: 2.0462, d3.loss_bbox: 0.7900, d3.loss_iou: 1.1728, d4.loss_cls: 2.0340, d4.loss_bbox: 0.7856, d4.loss_iou: 1.1684, loss: 24.2927, grad_norm: 14.7287 -2022-10-26 20:29:53,356 - mmdet - INFO - Epoch [13][650/1849] lr: 2.000e-04, eta: 2:39:04, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 2.0271, loss_bbox: 0.7851, loss_iou: 1.1598, d0.loss_cls: 2.1255, d0.loss_bbox: 0.8339, d0.loss_iou: 1.2131, d1.loss_cls: 2.0904, d1.loss_bbox: 0.8135, d1.loss_iou: 1.1947, d2.loss_cls: 2.0606, d2.loss_bbox: 0.7992, d2.loss_iou: 1.1760, d3.loss_cls: 2.0432, d3.loss_bbox: 0.7905, d3.loss_iou: 1.1670, d4.loss_cls: 2.0320, d4.loss_bbox: 0.7866, d4.loss_iou: 1.1629, loss: 24.2611, grad_norm: 13.9448 -2022-10-26 20:30:00,182 - mmdet - INFO - Epoch [13][700/1849] lr: 2.000e-04, eta: 2:38:57, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 2.0197, loss_bbox: 0.7885, loss_iou: 1.1700, d0.loss_cls: 2.1164, d0.loss_bbox: 0.8346, d0.loss_iou: 1.2217, d1.loss_cls: 2.0819, d1.loss_bbox: 0.8166, d1.loss_iou: 1.2026, d2.loss_cls: 2.0535, d2.loss_bbox: 0.8017, d2.loss_iou: 1.1859, d3.loss_cls: 2.0369, d3.loss_bbox: 0.7941, d3.loss_iou: 1.1767, d4.loss_cls: 2.0257, d4.loss_bbox: 0.7898, d4.loss_iou: 1.1718, loss: 24.2882, grad_norm: 14.8973 -2022-10-26 20:30:07,045 - mmdet - INFO - Epoch [13][750/1849] lr: 2.000e-04, eta: 2:38:50, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0235, loss_bbox: 0.7857, loss_iou: 1.1633, d0.loss_cls: 2.1197, d0.loss_bbox: 0.8337, d0.loss_iou: 1.2164, d1.loss_cls: 2.0845, d1.loss_bbox: 0.8152, d1.loss_iou: 1.1984, d2.loss_cls: 2.0593, d2.loss_bbox: 0.7992, d2.loss_iou: 1.1788, d3.loss_cls: 2.0428, d3.loss_bbox: 0.7913, d3.loss_iou: 1.1707, d4.loss_cls: 2.0285, d4.loss_bbox: 0.7874, d4.loss_iou: 1.1663, loss: 24.2645, grad_norm: 14.5212 -2022-10-26 20:30:13,814 - mmdet - INFO - Epoch [13][800/1849] lr: 2.000e-04, eta: 2:38:43, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 2.0201, loss_bbox: 0.7889, loss_iou: 1.1724, d0.loss_cls: 2.1165, d0.loss_bbox: 0.8364, d0.loss_iou: 1.2244, d1.loss_cls: 2.0855, d1.loss_bbox: 0.8183, d1.loss_iou: 1.2059, d2.loss_cls: 2.0558, d2.loss_bbox: 0.8031, d2.loss_iou: 1.1880, d3.loss_cls: 2.0402, d3.loss_bbox: 0.7952, d3.loss_iou: 1.1788, d4.loss_cls: 2.0294, d4.loss_bbox: 0.7902, d4.loss_iou: 1.1747, loss: 24.3239, grad_norm: 16.1519 -2022-10-26 20:30:20,836 - mmdet - INFO - Epoch [13][850/1849] lr: 2.000e-04, eta: 2:38:36, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 2.0235, loss_bbox: 0.7879, loss_iou: 1.1641, d0.loss_cls: 2.1235, d0.loss_bbox: 0.8368, d0.loss_iou: 1.2170, d1.loss_cls: 2.0874, d1.loss_bbox: 0.8173, d1.loss_iou: 1.1972, d2.loss_cls: 2.0588, d2.loss_bbox: 0.8027, d2.loss_iou: 1.1801, d3.loss_cls: 2.0419, d3.loss_bbox: 0.7945, d3.loss_iou: 1.1717, d4.loss_cls: 2.0299, d4.loss_bbox: 0.7897, d4.loss_iou: 1.1666, loss: 24.2906, grad_norm: 15.6193 -2022-10-26 20:30:27,981 - mmdet - INFO - Epoch [13][900/1849] lr: 2.000e-04, eta: 2:38:30, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 2.0357, loss_bbox: 0.7875, loss_iou: 1.1647, d0.loss_cls: 2.1348, d0.loss_bbox: 0.8343, d0.loss_iou: 1.2171, d1.loss_cls: 2.0997, d1.loss_bbox: 0.8153, d1.loss_iou: 1.1980, d2.loss_cls: 2.0691, d2.loss_bbox: 0.8013, d2.loss_iou: 1.1799, d3.loss_cls: 2.0538, d3.loss_bbox: 0.7939, d3.loss_iou: 1.1713, d4.loss_cls: 2.0423, d4.loss_bbox: 0.7903, d4.loss_iou: 1.1665, loss: 24.3555, grad_norm: 14.0024 -2022-10-26 20:30:34,911 - mmdet - INFO - Epoch [13][950/1849] lr: 2.000e-04, eta: 2:38:24, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 2.0336, loss_bbox: 0.7881, loss_iou: 1.1671, d0.loss_cls: 2.1259, d0.loss_bbox: 0.8355, d0.loss_iou: 1.2213, d1.loss_cls: 2.0933, d1.loss_bbox: 0.8171, d1.loss_iou: 1.2026, d2.loss_cls: 2.0642, d2.loss_bbox: 0.8025, d2.loss_iou: 1.1842, d3.loss_cls: 2.0503, d3.loss_bbox: 0.7940, d3.loss_iou: 1.1751, d4.loss_cls: 2.0381, d4.loss_bbox: 0.7899, d4.loss_iou: 1.1703, loss: 24.3531, grad_norm: 15.5401 -2022-10-26 20:30:41,749 - mmdet - INFO - Epoch [13][1000/1849] lr: 2.000e-04, eta: 2:38:17, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 2.0178, loss_bbox: 0.7873, loss_iou: 1.1622, d0.loss_cls: 2.1209, d0.loss_bbox: 0.8362, d0.loss_iou: 1.2171, d1.loss_cls: 2.0804, d1.loss_bbox: 0.8155, d1.loss_iou: 1.1963, d2.loss_cls: 2.0499, d2.loss_bbox: 0.8014, d2.loss_iou: 1.1783, d3.loss_cls: 2.0349, d3.loss_bbox: 0.7926, d3.loss_iou: 1.1692, d4.loss_cls: 2.0223, d4.loss_bbox: 0.7891, d4.loss_iou: 1.1647, loss: 24.2361, grad_norm: 16.1183 -2022-10-26 20:30:48,505 - mmdet - INFO - Epoch [13][1050/1849] lr: 2.000e-04, eta: 2:38:10, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 2.0144, loss_bbox: 0.7868, loss_iou: 1.1645, d0.loss_cls: 2.1099, d0.loss_bbox: 0.8351, d0.loss_iou: 1.2156, d1.loss_cls: 2.0751, d1.loss_bbox: 0.8150, d1.loss_iou: 1.1977, d2.loss_cls: 2.0500, d2.loss_bbox: 0.8004, d2.loss_iou: 1.1800, d3.loss_cls: 2.0322, d3.loss_bbox: 0.7925, d3.loss_iou: 1.1704, d4.loss_cls: 2.0215, d4.loss_bbox: 0.7884, d4.loss_iou: 1.1659, loss: 24.2154, grad_norm: 14.3069 -2022-10-26 20:30:55,633 - mmdet - INFO - Epoch [13][1100/1849] lr: 2.000e-04, eta: 2:38:04, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 2.0345, loss_bbox: 0.7881, loss_iou: 1.1663, d0.loss_cls: 2.1327, d0.loss_bbox: 0.8368, d0.loss_iou: 1.2176, d1.loss_cls: 2.0974, d1.loss_bbox: 0.8180, d1.loss_iou: 1.2012, d2.loss_cls: 2.0701, d2.loss_bbox: 0.8024, d2.loss_iou: 1.1825, d3.loss_cls: 2.0521, d3.loss_bbox: 0.7945, d3.loss_iou: 1.1740, d4.loss_cls: 2.0403, d4.loss_bbox: 0.7901, d4.loss_iou: 1.1687, loss: 24.3671, grad_norm: 14.9730 -2022-10-26 20:31:02,466 - mmdet - INFO - Epoch [13][1150/1849] lr: 2.000e-04, eta: 2:37:57, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 2.0261, loss_bbox: 0.7884, loss_iou: 1.1654, d0.loss_cls: 2.1221, d0.loss_bbox: 0.8347, d0.loss_iou: 1.2174, d1.loss_cls: 2.0858, d1.loss_bbox: 0.8170, d1.loss_iou: 1.1993, d2.loss_cls: 2.0589, d2.loss_bbox: 0.8024, d2.loss_iou: 1.1812, d3.loss_cls: 2.0434, d3.loss_bbox: 0.7949, d3.loss_iou: 1.1722, d4.loss_cls: 2.0332, d4.loss_bbox: 0.7901, d4.loss_iou: 1.1682, loss: 24.3007, grad_norm: 14.9128 -2022-10-26 20:31:09,341 - mmdet - INFO - Epoch [13][1200/1849] lr: 2.000e-04, eta: 2:37:50, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 2.0437, loss_bbox: 0.7908, loss_iou: 1.1662, d0.loss_cls: 2.1406, d0.loss_bbox: 0.8375, d0.loss_iou: 1.2197, d1.loss_cls: 2.1057, d1.loss_bbox: 0.8184, d1.loss_iou: 1.2000, d2.loss_cls: 2.0780, d2.loss_bbox: 0.8052, d2.loss_iou: 1.1811, d3.loss_cls: 2.0603, d3.loss_bbox: 0.7977, d3.loss_iou: 1.1729, d4.loss_cls: 2.0482, d4.loss_bbox: 0.7928, d4.loss_iou: 1.1681, loss: 24.4269, grad_norm: 14.7412 -2022-10-26 20:31:16,270 - mmdet - INFO - Epoch [13][1250/1849] lr: 2.000e-04, eta: 2:37:43, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 2.0274, loss_bbox: 0.7896, loss_iou: 1.1675, d0.loss_cls: 2.1236, d0.loss_bbox: 0.8356, d0.loss_iou: 1.2203, d1.loss_cls: 2.0914, d1.loss_bbox: 0.8163, d1.loss_iou: 1.2018, d2.loss_cls: 2.0600, d2.loss_bbox: 0.8017, d2.loss_iou: 1.1835, d3.loss_cls: 2.0423, d3.loss_bbox: 0.7943, d3.loss_iou: 1.1747, d4.loss_cls: 2.0329, d4.loss_bbox: 0.7914, d4.loss_iou: 1.1701, loss: 24.3245, grad_norm: 14.8556 -2022-10-26 20:31:23,159 - mmdet - INFO - Epoch [13][1300/1849] lr: 2.000e-04, eta: 2:37:36, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 2.0229, loss_bbox: 0.7879, loss_iou: 1.1596, d0.loss_cls: 2.1238, d0.loss_bbox: 0.8359, d0.loss_iou: 1.2120, d1.loss_cls: 2.0853, d1.loss_bbox: 0.8167, d1.loss_iou: 1.1936, d2.loss_cls: 2.0548, d2.loss_bbox: 0.8023, d2.loss_iou: 1.1760, d3.loss_cls: 2.0403, d3.loss_bbox: 0.7940, d3.loss_iou: 1.1666, d4.loss_cls: 2.0296, d4.loss_bbox: 0.7898, d4.loss_iou: 1.1619, loss: 24.2529, grad_norm: 15.0616 -2022-10-26 20:31:30,111 - mmdet - INFO - Epoch [13][1350/1849] lr: 2.000e-04, eta: 2:37:30, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 2.0238, loss_bbox: 0.7850, loss_iou: 1.1598, d0.loss_cls: 2.1245, d0.loss_bbox: 0.8341, d0.loss_iou: 1.2154, d1.loss_cls: 2.0886, d1.loss_bbox: 0.8139, d1.loss_iou: 1.1951, d2.loss_cls: 2.0591, d2.loss_bbox: 0.7999, d2.loss_iou: 1.1761, d3.loss_cls: 2.0426, d3.loss_bbox: 0.7915, d3.loss_iou: 1.1674, d4.loss_cls: 2.0305, d4.loss_bbox: 0.7873, d4.loss_iou: 1.1622, loss: 24.2568, grad_norm: 16.0687 -2022-10-26 20:31:37,112 - mmdet - INFO - Epoch [13][1400/1849] lr: 2.000e-04, eta: 2:37:23, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 2.0287, loss_bbox: 0.7844, loss_iou: 1.1617, d0.loss_cls: 2.1241, d0.loss_bbox: 0.8327, d0.loss_iou: 1.2144, d1.loss_cls: 2.0945, d1.loss_bbox: 0.8121, d1.loss_iou: 1.1948, d2.loss_cls: 2.0637, d2.loss_bbox: 0.7988, d2.loss_iou: 1.1777, d3.loss_cls: 2.0472, d3.loss_bbox: 0.7906, d3.loss_iou: 1.1690, d4.loss_cls: 2.0354, d4.loss_bbox: 0.7866, d4.loss_iou: 1.1640, loss: 24.2805, grad_norm: 14.8920 -2022-10-26 20:31:44,125 - mmdet - INFO - Epoch [13][1450/1849] lr: 2.000e-04, eta: 2:37:17, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 2.0252, loss_bbox: 0.7949, loss_iou: 1.1676, d0.loss_cls: 2.1241, d0.loss_bbox: 0.8423, d0.loss_iou: 1.2196, d1.loss_cls: 2.0844, d1.loss_bbox: 0.8222, d1.loss_iou: 1.1993, d2.loss_cls: 2.0567, d2.loss_bbox: 0.8077, d2.loss_iou: 1.1822, d3.loss_cls: 2.0419, d3.loss_bbox: 0.8001, d3.loss_iou: 1.1738, d4.loss_cls: 2.0315, d4.loss_bbox: 0.7965, d4.loss_iou: 1.1701, loss: 24.3400, grad_norm: 16.8576 -2022-10-26 20:31:50,981 - mmdet - INFO - Epoch [13][1500/1849] lr: 2.000e-04, eta: 2:37:10, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 2.0401, loss_bbox: 0.7856, loss_iou: 1.1684, d0.loss_cls: 2.1424, d0.loss_bbox: 0.8332, d0.loss_iou: 1.2229, d1.loss_cls: 2.1040, d1.loss_bbox: 0.8137, d1.loss_iou: 1.2016, d2.loss_cls: 2.0755, d2.loss_bbox: 0.7989, d2.loss_iou: 1.1832, d3.loss_cls: 2.0599, d3.loss_bbox: 0.7913, d3.loss_iou: 1.1753, d4.loss_cls: 2.0462, d4.loss_bbox: 0.7874, d4.loss_iou: 1.1716, loss: 24.4014, grad_norm: 13.5715 -2022-10-26 20:31:57,841 - mmdet - INFO - Epoch [13][1550/1849] lr: 2.000e-04, eta: 2:37:03, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 2.0255, loss_bbox: 0.7832, loss_iou: 1.1622, d0.loss_cls: 2.1205, d0.loss_bbox: 0.8314, d0.loss_iou: 1.2169, d1.loss_cls: 2.0876, d1.loss_bbox: 0.8121, d1.loss_iou: 1.1969, d2.loss_cls: 2.0583, d2.loss_bbox: 0.7973, d2.loss_iou: 1.1790, d3.loss_cls: 2.0413, d3.loss_bbox: 0.7887, d3.loss_iou: 1.1702, d4.loss_cls: 2.0302, d4.loss_bbox: 0.7855, d4.loss_iou: 1.1641, loss: 24.2507, grad_norm: 15.0143 -2022-10-26 20:32:04,917 - mmdet - INFO - Epoch [13][1600/1849] lr: 2.000e-04, eta: 2:36:57, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 2.0139, loss_bbox: 0.7858, loss_iou: 1.1638, d0.loss_cls: 2.1132, d0.loss_bbox: 0.8345, d0.loss_iou: 1.2169, d1.loss_cls: 2.0788, d1.loss_bbox: 0.8163, d1.loss_iou: 1.1977, d2.loss_cls: 2.0471, d2.loss_bbox: 0.8018, d2.loss_iou: 1.1802, d3.loss_cls: 2.0313, d3.loss_bbox: 0.7935, d3.loss_iou: 1.1716, d4.loss_cls: 2.0204, d4.loss_bbox: 0.7881, d4.loss_iou: 1.1659, loss: 24.2208, grad_norm: 13.6970 -2022-10-26 20:32:11,926 - mmdet - INFO - Epoch [13][1650/1849] lr: 2.000e-04, eta: 2:36:51, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 2.0238, loss_bbox: 0.7858, loss_iou: 1.1583, d0.loss_cls: 2.1147, d0.loss_bbox: 0.8321, d0.loss_iou: 1.2129, d1.loss_cls: 2.0803, d1.loss_bbox: 0.8149, d1.loss_iou: 1.1923, d2.loss_cls: 2.0515, d2.loss_bbox: 0.7996, d2.loss_iou: 1.1743, d3.loss_cls: 2.0384, d3.loss_bbox: 0.7916, d3.loss_iou: 1.1650, d4.loss_cls: 2.0283, d4.loss_bbox: 0.7873, d4.loss_iou: 1.1612, loss: 24.2122, grad_norm: 14.5078 -2022-10-26 20:32:18,852 - mmdet - INFO - Epoch [13][1700/1849] lr: 2.000e-04, eta: 2:36:44, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 2.0426, loss_bbox: 0.7890, loss_iou: 1.1656, d0.loss_cls: 2.1411, d0.loss_bbox: 0.8347, d0.loss_iou: 1.2193, d1.loss_cls: 2.1046, d1.loss_bbox: 0.8173, d1.loss_iou: 1.1997, d2.loss_cls: 2.0769, d2.loss_bbox: 0.8033, d2.loss_iou: 1.1815, d3.loss_cls: 2.0622, d3.loss_bbox: 0.7945, d3.loss_iou: 1.1732, d4.loss_cls: 2.0505, d4.loss_bbox: 0.7906, d4.loss_iou: 1.1675, loss: 24.4142, grad_norm: 15.0227 -2022-10-26 20:32:25,672 - mmdet - INFO - Epoch [13][1750/1849] lr: 2.000e-04, eta: 2:36:37, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 2.0300, loss_bbox: 0.7875, loss_iou: 1.1677, d0.loss_cls: 2.1290, d0.loss_bbox: 0.8344, d0.loss_iou: 1.2221, d1.loss_cls: 2.0958, d1.loss_bbox: 0.8163, d1.loss_iou: 1.2023, d2.loss_cls: 2.0633, d2.loss_bbox: 0.8011, d2.loss_iou: 1.1849, d3.loss_cls: 2.0472, d3.loss_bbox: 0.7935, d3.loss_iou: 1.1750, d4.loss_cls: 2.0376, d4.loss_bbox: 0.7894, d4.loss_iou: 1.1696, loss: 24.3469, grad_norm: 14.7783 -2022-10-26 20:32:32,665 - mmdet - INFO - Epoch [13][1800/1849] lr: 2.000e-04, eta: 2:36:31, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 2.0312, loss_bbox: 0.7878, loss_iou: 1.1649, d0.loss_cls: 2.1304, d0.loss_bbox: 0.8355, d0.loss_iou: 1.2171, d1.loss_cls: 2.0942, d1.loss_bbox: 0.8164, d1.loss_iou: 1.1985, d2.loss_cls: 2.0646, d2.loss_bbox: 0.8017, d2.loss_iou: 1.1798, d3.loss_cls: 2.0483, d3.loss_bbox: 0.7930, d3.loss_iou: 1.1706, d4.loss_cls: 2.0368, d4.loss_bbox: 0.7894, d4.loss_iou: 1.1668, loss: 24.3268, grad_norm: 14.6045 -2022-10-26 20:32:39,671 - mmdet - INFO - Saving checkpoint at 13 epochs -2022-10-26 20:32:50,129 - mmdet - INFO - Epoch [14][50/1849] lr: 2.000e-04, eta: 2:36:06, time: 0.197, data_time: 0.063, memory: 4401, loss_cls: 2.0062, loss_bbox: 0.7821, loss_iou: 1.1621, d0.loss_cls: 2.1022, d0.loss_bbox: 0.8286, d0.loss_iou: 1.2142, d1.loss_cls: 2.0696, d1.loss_bbox: 0.8095, d1.loss_iou: 1.1965, d2.loss_cls: 2.0406, d2.loss_bbox: 0.7960, d2.loss_iou: 1.1783, d3.loss_cls: 2.0251, d3.loss_bbox: 0.7882, d3.loss_iou: 1.1695, d4.loss_cls: 2.0122, d4.loss_bbox: 0.7843, d4.loss_iou: 1.1652, loss: 24.1305, grad_norm: 13.9707 -2022-10-26 20:32:56,971 - mmdet - INFO - Epoch [14][100/1849] lr: 2.000e-04, eta: 2:36:00, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0022, loss_bbox: 0.7841, loss_iou: 1.1590, d0.loss_cls: 2.1017, d0.loss_bbox: 0.8330, d0.loss_iou: 1.2138, d1.loss_cls: 2.0676, d1.loss_bbox: 0.8122, d1.loss_iou: 1.1938, d2.loss_cls: 2.0374, d2.loss_bbox: 0.7969, d2.loss_iou: 1.1744, d3.loss_cls: 2.0237, d3.loss_bbox: 0.7895, d3.loss_iou: 1.1667, d4.loss_cls: 2.0089, d4.loss_bbox: 0.7853, d4.loss_iou: 1.1615, loss: 24.1120, grad_norm: 13.9261 -2022-10-26 20:33:03,939 - mmdet - INFO - Epoch [14][150/1849] lr: 2.000e-04, eta: 2:35:53, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 2.0148, loss_bbox: 0.7764, loss_iou: 1.1520, d0.loss_cls: 2.1125, d0.loss_bbox: 0.8248, d0.loss_iou: 1.2080, d1.loss_cls: 2.0775, d1.loss_bbox: 0.8052, d1.loss_iou: 1.1873, d2.loss_cls: 2.0485, d2.loss_bbox: 0.7901, d2.loss_iou: 1.1695, d3.loss_cls: 2.0317, d3.loss_bbox: 0.7830, d3.loss_iou: 1.1598, d4.loss_cls: 2.0211, d4.loss_bbox: 0.7782, d4.loss_iou: 1.1552, loss: 24.0957, grad_norm: 14.4689 -2022-10-26 20:33:10,779 - mmdet - INFO - Epoch [14][200/1849] lr: 2.000e-04, eta: 2:35:46, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0376, loss_bbox: 0.7885, loss_iou: 1.1594, d0.loss_cls: 2.1342, d0.loss_bbox: 0.8365, d0.loss_iou: 1.2142, d1.loss_cls: 2.1006, d1.loss_bbox: 0.8178, d1.loss_iou: 1.1936, d2.loss_cls: 2.0733, d2.loss_bbox: 0.8028, d2.loss_iou: 1.1761, d3.loss_cls: 2.0554, d3.loss_bbox: 0.7947, d3.loss_iou: 1.1665, d4.loss_cls: 2.0432, d4.loss_bbox: 0.7899, d4.loss_iou: 1.1621, loss: 24.3463, grad_norm: 14.9561 -2022-10-26 20:33:17,432 - mmdet - INFO - Epoch [14][250/1849] lr: 2.000e-04, eta: 2:35:39, time: 0.133, data_time: 0.005, memory: 4401, loss_cls: 2.0216, loss_bbox: 0.7844, loss_iou: 1.1611, d0.loss_cls: 2.1160, d0.loss_bbox: 0.8333, d0.loss_iou: 1.2167, d1.loss_cls: 2.0844, d1.loss_bbox: 0.8127, d1.loss_iou: 1.1949, d2.loss_cls: 2.0548, d2.loss_bbox: 0.7981, d2.loss_iou: 1.1773, d3.loss_cls: 2.0388, d3.loss_bbox: 0.7907, d3.loss_iou: 1.1686, d4.loss_cls: 2.0282, d4.loss_bbox: 0.7865, d4.loss_iou: 1.1633, loss: 24.2312, grad_norm: 13.3537 -2022-10-26 20:33:24,449 - mmdet - INFO - Epoch [14][300/1849] lr: 2.000e-04, eta: 2:35:32, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 2.0186, loss_bbox: 0.7825, loss_iou: 1.1624, d0.loss_cls: 2.1173, d0.loss_bbox: 0.8302, d0.loss_iou: 1.2153, d1.loss_cls: 2.0816, d1.loss_bbox: 0.8121, d1.loss_iou: 1.1973, d2.loss_cls: 2.0517, d2.loss_bbox: 0.7966, d2.loss_iou: 1.1785, d3.loss_cls: 2.0378, d3.loss_bbox: 0.7891, d3.loss_iou: 1.1702, d4.loss_cls: 2.0237, d4.loss_bbox: 0.7846, d4.loss_iou: 1.1650, loss: 24.2146, grad_norm: 14.3552 -2022-10-26 20:33:31,383 - mmdet - INFO - Epoch [14][350/1849] lr: 2.000e-04, eta: 2:35:26, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 2.0162, loss_bbox: 0.7874, loss_iou: 1.1628, d0.loss_cls: 2.1185, d0.loss_bbox: 0.8352, d0.loss_iou: 1.2159, d1.loss_cls: 2.0796, d1.loss_bbox: 0.8161, d1.loss_iou: 1.1968, d2.loss_cls: 2.0536, d2.loss_bbox: 0.8009, d2.loss_iou: 1.1782, d3.loss_cls: 2.0353, d3.loss_bbox: 0.7923, d3.loss_iou: 1.1697, d4.loss_cls: 2.0214, d4.loss_bbox: 0.7893, d4.loss_iou: 1.1652, loss: 24.2343, grad_norm: 15.1049 -2022-10-26 20:33:38,219 - mmdet - INFO - Epoch [14][400/1849] lr: 2.000e-04, eta: 2:35:19, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0299, loss_bbox: 0.7856, loss_iou: 1.1590, d0.loss_cls: 2.1249, d0.loss_bbox: 0.8326, d0.loss_iou: 1.2136, d1.loss_cls: 2.0924, d1.loss_bbox: 0.8142, d1.loss_iou: 1.1956, d2.loss_cls: 2.0654, d2.loss_bbox: 0.8000, d2.loss_iou: 1.1766, d3.loss_cls: 2.0486, d3.loss_bbox: 0.7923, d3.loss_iou: 1.1673, d4.loss_cls: 2.0371, d4.loss_bbox: 0.7870, d4.loss_iou: 1.1623, loss: 24.2844, grad_norm: 15.2714 -2022-10-26 20:33:45,296 - mmdet - INFO - Epoch [14][450/1849] lr: 2.000e-04, eta: 2:35:13, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 2.0152, loss_bbox: 0.7797, loss_iou: 1.1618, d0.loss_cls: 2.1083, d0.loss_bbox: 0.8280, d0.loss_iou: 1.2156, d1.loss_cls: 2.0767, d1.loss_bbox: 0.8096, d1.loss_iou: 1.1966, d2.loss_cls: 2.0483, d2.loss_bbox: 0.7950, d2.loss_iou: 1.1782, d3.loss_cls: 2.0332, d3.loss_bbox: 0.7861, d3.loss_iou: 1.1696, d4.loss_cls: 2.0222, d4.loss_bbox: 0.7813, d4.loss_iou: 1.1640, loss: 24.1694, grad_norm: 13.8319 -2022-10-26 20:33:52,346 - mmdet - INFO - Epoch [14][500/1849] lr: 2.000e-04, eta: 2:35:06, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 2.0041, loss_bbox: 0.7845, loss_iou: 1.1632, d0.loss_cls: 2.0998, d0.loss_bbox: 0.8316, d0.loss_iou: 1.2159, d1.loss_cls: 2.0654, d1.loss_bbox: 0.8120, d1.loss_iou: 1.1977, d2.loss_cls: 2.0366, d2.loss_bbox: 0.7986, d2.loss_iou: 1.1788, d3.loss_cls: 2.0212, d3.loss_bbox: 0.7907, d3.loss_iou: 1.1692, d4.loss_cls: 2.0095, d4.loss_bbox: 0.7865, d4.loss_iou: 1.1652, loss: 24.1306, grad_norm: 14.1532 -2022-10-26 20:33:59,196 - mmdet - INFO - Epoch [14][550/1849] lr: 2.000e-04, eta: 2:34:59, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 2.0187, loss_bbox: 0.7838, loss_iou: 1.1607, d0.loss_cls: 2.1185, d0.loss_bbox: 0.8319, d0.loss_iou: 1.2142, d1.loss_cls: 2.0829, d1.loss_bbox: 0.8122, d1.loss_iou: 1.1934, d2.loss_cls: 2.0519, d2.loss_bbox: 0.7977, d2.loss_iou: 1.1763, d3.loss_cls: 2.0369, d3.loss_bbox: 0.7901, d3.loss_iou: 1.1672, d4.loss_cls: 2.0260, d4.loss_bbox: 0.7860, d4.loss_iou: 1.1624, loss: 24.2107, grad_norm: 17.2482 -2022-10-26 20:34:06,196 - mmdet - INFO - Epoch [14][600/1849] lr: 2.000e-04, eta: 2:34:53, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 2.0216, loss_bbox: 0.7830, loss_iou: 1.1633, d0.loss_cls: 2.1150, d0.loss_bbox: 0.8312, d0.loss_iou: 1.2167, d1.loss_cls: 2.0837, d1.loss_bbox: 0.8122, d1.loss_iou: 1.1979, d2.loss_cls: 2.0538, d2.loss_bbox: 0.7966, d2.loss_iou: 1.1796, d3.loss_cls: 2.0390, d3.loss_bbox: 0.7888, d3.loss_iou: 1.1697, d4.loss_cls: 2.0275, d4.loss_bbox: 0.7846, d4.loss_iou: 1.1658, loss: 24.2299, grad_norm: 15.9601 -2022-10-26 20:34:13,627 - mmdet - INFO - Epoch [14][650/1849] lr: 2.000e-04, eta: 2:34:48, time: 0.149, data_time: 0.004, memory: 4401, loss_cls: 2.0236, loss_bbox: 0.7856, loss_iou: 1.1632, d0.loss_cls: 2.1204, d0.loss_bbox: 0.8333, d0.loss_iou: 1.2154, d1.loss_cls: 2.0822, d1.loss_bbox: 0.8142, d1.loss_iou: 1.1967, d2.loss_cls: 2.0565, d2.loss_bbox: 0.8011, d2.loss_iou: 1.1787, d3.loss_cls: 2.0414, d3.loss_bbox: 0.7918, d3.loss_iou: 1.1700, d4.loss_cls: 2.0310, d4.loss_bbox: 0.7871, d4.loss_iou: 1.1647, loss: 24.2568, grad_norm: 14.5952 -2022-10-26 20:34:20,839 - mmdet - INFO - Epoch [14][700/1849] lr: 2.000e-04, eta: 2:34:42, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 2.0147, loss_bbox: 0.7809, loss_iou: 1.1591, d0.loss_cls: 2.1109, d0.loss_bbox: 0.8284, d0.loss_iou: 1.2132, d1.loss_cls: 2.0779, d1.loss_bbox: 0.8093, d1.loss_iou: 1.1933, d2.loss_cls: 2.0481, d2.loss_bbox: 0.7949, d2.loss_iou: 1.1743, d3.loss_cls: 2.0324, d3.loss_bbox: 0.7865, d3.loss_iou: 1.1655, d4.loss_cls: 2.0192, d4.loss_bbox: 0.7831, d4.loss_iou: 1.1611, loss: 24.1527, grad_norm: 15.3946 -2022-10-26 20:34:27,841 - mmdet - INFO - Epoch [14][750/1849] lr: 2.000e-04, eta: 2:34:35, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 2.0141, loss_bbox: 0.7815, loss_iou: 1.1575, d0.loss_cls: 2.1123, d0.loss_bbox: 0.8299, d0.loss_iou: 1.2126, d1.loss_cls: 2.0773, d1.loss_bbox: 0.8107, d1.loss_iou: 1.1931, d2.loss_cls: 2.0493, d2.loss_bbox: 0.7959, d2.loss_iou: 1.1737, d3.loss_cls: 2.0309, d3.loss_bbox: 0.7877, d3.loss_iou: 1.1656, d4.loss_cls: 2.0206, d4.loss_bbox: 0.7829, d4.loss_iou: 1.1603, loss: 24.1559, grad_norm: 14.4789 -2022-10-26 20:34:35,024 - mmdet - INFO - Epoch [14][800/1849] lr: 2.000e-04, eta: 2:34:29, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 2.0082, loss_bbox: 0.7858, loss_iou: 1.1624, d0.loss_cls: 2.1056, d0.loss_bbox: 0.8325, d0.loss_iou: 1.2153, d1.loss_cls: 2.0721, d1.loss_bbox: 0.8136, d1.loss_iou: 1.1967, d2.loss_cls: 2.0457, d2.loss_bbox: 0.7994, d2.loss_iou: 1.1777, d3.loss_cls: 2.0287, d3.loss_bbox: 0.7913, d3.loss_iou: 1.1698, d4.loss_cls: 2.0151, d4.loss_bbox: 0.7872, d4.loss_iou: 1.1646, loss: 24.1716, grad_norm: 14.8557 -2022-10-26 20:34:42,176 - mmdet - INFO - Epoch [14][850/1849] lr: 2.000e-04, eta: 2:34:23, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 2.0267, loss_bbox: 0.7849, loss_iou: 1.1621, d0.loss_cls: 2.1210, d0.loss_bbox: 0.8320, d0.loss_iou: 1.2176, d1.loss_cls: 2.0850, d1.loss_bbox: 0.8131, d1.loss_iou: 1.1965, d2.loss_cls: 2.0581, d2.loss_bbox: 0.7986, d2.loss_iou: 1.1786, d3.loss_cls: 2.0428, d3.loss_bbox: 0.7914, d3.loss_iou: 1.1695, d4.loss_cls: 2.0306, d4.loss_bbox: 0.7868, d4.loss_iou: 1.1650, loss: 24.2601, grad_norm: 15.3282 -2022-10-26 20:34:49,208 - mmdet - INFO - Epoch [14][900/1849] lr: 2.000e-04, eta: 2:34:17, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 2.0080, loss_bbox: 0.7825, loss_iou: 1.1611, d0.loss_cls: 2.1015, d0.loss_bbox: 0.8297, d0.loss_iou: 1.2141, d1.loss_cls: 2.0678, d1.loss_bbox: 0.8106, d1.loss_iou: 1.1952, d2.loss_cls: 2.0396, d2.loss_bbox: 0.7964, d2.loss_iou: 1.1763, d3.loss_cls: 2.0240, d3.loss_bbox: 0.7887, d3.loss_iou: 1.1674, d4.loss_cls: 2.0138, d4.loss_bbox: 0.7841, d4.loss_iou: 1.1632, loss: 24.1237, grad_norm: 13.6095 -2022-10-26 20:34:56,106 - mmdet - INFO - Epoch [14][950/1849] lr: 2.000e-04, eta: 2:34:10, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 2.0195, loss_bbox: 0.7820, loss_iou: 1.1574, d0.loss_cls: 2.1137, d0.loss_bbox: 0.8283, d0.loss_iou: 1.2125, d1.loss_cls: 2.0823, d1.loss_bbox: 0.8103, d1.loss_iou: 1.1915, d2.loss_cls: 2.0559, d2.loss_bbox: 0.7959, d2.loss_iou: 1.1732, d3.loss_cls: 2.0374, d3.loss_bbox: 0.7885, d3.loss_iou: 1.1648, d4.loss_cls: 2.0267, d4.loss_bbox: 0.7838, d4.loss_iou: 1.1593, loss: 24.1828, grad_norm: 13.9208 -2022-10-26 20:35:03,232 - mmdet - INFO - Epoch [14][1000/1849] lr: 2.000e-04, eta: 2:34:04, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 2.0154, loss_bbox: 0.7806, loss_iou: 1.1621, d0.loss_cls: 2.1119, d0.loss_bbox: 0.8283, d0.loss_iou: 1.2158, d1.loss_cls: 2.0782, d1.loss_bbox: 0.8095, d1.loss_iou: 1.1972, d2.loss_cls: 2.0478, d2.loss_bbox: 0.7965, d2.loss_iou: 1.1779, d3.loss_cls: 2.0312, d3.loss_bbox: 0.7872, d3.loss_iou: 1.1689, d4.loss_cls: 2.0213, d4.loss_bbox: 0.7824, d4.loss_iou: 1.1646, loss: 24.1767, grad_norm: 16.0886 -2022-10-26 20:35:10,164 - mmdet - INFO - Epoch [14][1050/1849] lr: 2.000e-04, eta: 2:33:57, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 2.0153, loss_bbox: 0.7862, loss_iou: 1.1655, d0.loss_cls: 2.1140, d0.loss_bbox: 0.8338, d0.loss_iou: 1.2193, d1.loss_cls: 2.0795, d1.loss_bbox: 0.8141, d1.loss_iou: 1.1998, d2.loss_cls: 2.0514, d2.loss_bbox: 0.7998, d2.loss_iou: 1.1811, d3.loss_cls: 2.0356, d3.loss_bbox: 0.7915, d3.loss_iou: 1.1725, d4.loss_cls: 2.0205, d4.loss_bbox: 0.7876, d4.loss_iou: 1.1683, loss: 24.2361, grad_norm: 16.9621 -2022-10-26 20:35:17,192 - mmdet - INFO - Epoch [14][1100/1849] lr: 2.000e-04, eta: 2:33:51, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 2.0130, loss_bbox: 0.7778, loss_iou: 1.1581, d0.loss_cls: 2.1120, d0.loss_bbox: 0.8266, d0.loss_iou: 1.2122, d1.loss_cls: 2.0754, d1.loss_bbox: 0.8074, d1.loss_iou: 1.1940, d2.loss_cls: 2.0458, d2.loss_bbox: 0.7932, d2.loss_iou: 1.1750, d3.loss_cls: 2.0309, d3.loss_bbox: 0.7842, d3.loss_iou: 1.1656, d4.loss_cls: 2.0199, d4.loss_bbox: 0.7802, d4.loss_iou: 1.1606, loss: 24.1317, grad_norm: 14.3134 -2022-10-26 20:35:24,436 - mmdet - INFO - Epoch [14][1150/1849] lr: 2.000e-04, eta: 2:33:45, time: 0.145, data_time: 0.005, memory: 4401, loss_cls: 2.0145, loss_bbox: 0.7863, loss_iou: 1.1649, d0.loss_cls: 2.1099, d0.loss_bbox: 0.8345, d0.loss_iou: 1.2209, d1.loss_cls: 2.0797, d1.loss_bbox: 0.8159, d1.loss_iou: 1.1999, d2.loss_cls: 2.0493, d2.loss_bbox: 0.8016, d2.loss_iou: 1.1821, d3.loss_cls: 2.0327, d3.loss_bbox: 0.7919, d3.loss_iou: 1.1735, d4.loss_cls: 2.0225, d4.loss_bbox: 0.7877, d4.loss_iou: 1.1672, loss: 24.2349, grad_norm: 16.0771 -2022-10-26 20:35:31,493 - mmdet - INFO - Epoch [14][1200/1849] lr: 2.000e-04, eta: 2:33:39, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 2.0143, loss_bbox: 0.7822, loss_iou: 1.1591, d0.loss_cls: 2.1098, d0.loss_bbox: 0.8303, d0.loss_iou: 1.2139, d1.loss_cls: 2.0782, d1.loss_bbox: 0.8119, d1.loss_iou: 1.1937, d2.loss_cls: 2.0489, d2.loss_bbox: 0.7967, d2.loss_iou: 1.1756, d3.loss_cls: 2.0339, d3.loss_bbox: 0.7888, d3.loss_iou: 1.1671, d4.loss_cls: 2.0228, d4.loss_bbox: 0.7834, d4.loss_iou: 1.1616, loss: 24.1721, grad_norm: 13.8076 -2022-10-26 20:35:38,562 - mmdet - INFO - Epoch [14][1250/1849] lr: 2.000e-04, eta: 2:33:33, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 2.0237, loss_bbox: 0.7849, loss_iou: 1.1628, d0.loss_cls: 2.1165, d0.loss_bbox: 0.8315, d0.loss_iou: 1.2171, d1.loss_cls: 2.0810, d1.loss_bbox: 0.8134, d1.loss_iou: 1.1990, d2.loss_cls: 2.0569, d2.loss_bbox: 0.7991, d2.loss_iou: 1.1800, d3.loss_cls: 2.0429, d3.loss_bbox: 0.7902, d3.loss_iou: 1.1709, d4.loss_cls: 2.0288, d4.loss_bbox: 0.7866, d4.loss_iou: 1.1654, loss: 24.2506, grad_norm: 16.0016 -2022-10-26 20:35:45,670 - mmdet - INFO - Epoch [14][1300/1849] lr: 2.000e-04, eta: 2:33:26, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 2.0200, loss_bbox: 0.7798, loss_iou: 1.1534, d0.loss_cls: 2.1157, d0.loss_bbox: 0.8291, d0.loss_iou: 1.2083, d1.loss_cls: 2.0835, d1.loss_bbox: 0.8094, d1.loss_iou: 1.1894, d2.loss_cls: 2.0526, d2.loss_bbox: 0.7942, d2.loss_iou: 1.1706, d3.loss_cls: 2.0365, d3.loss_bbox: 0.7864, d3.loss_iou: 1.1617, d4.loss_cls: 2.0264, d4.loss_bbox: 0.7813, d4.loss_iou: 1.1561, loss: 24.1544, grad_norm: 13.3272 -2022-10-26 20:35:52,592 - mmdet - INFO - Epoch [14][1350/1849] lr: 2.000e-04, eta: 2:33:20, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9993, loss_bbox: 0.7823, loss_iou: 1.1588, d0.loss_cls: 2.0974, d0.loss_bbox: 0.8294, d0.loss_iou: 1.2118, d1.loss_cls: 2.0635, d1.loss_bbox: 0.8106, d1.loss_iou: 1.1933, d2.loss_cls: 2.0337, d2.loss_bbox: 0.7965, d2.loss_iou: 1.1740, d3.loss_cls: 2.0187, d3.loss_bbox: 0.7876, d3.loss_iou: 1.1660, d4.loss_cls: 2.0061, d4.loss_bbox: 0.7841, d4.loss_iou: 1.1611, loss: 24.0742, grad_norm: 14.4794 -2022-10-26 20:35:59,744 - mmdet - INFO - Epoch [14][1400/1849] lr: 2.000e-04, eta: 2:33:14, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 2.0207, loss_bbox: 0.7819, loss_iou: 1.1586, d0.loss_cls: 2.1184, d0.loss_bbox: 0.8301, d0.loss_iou: 1.2128, d1.loss_cls: 2.0806, d1.loss_bbox: 0.8108, d1.loss_iou: 1.1938, d2.loss_cls: 2.0533, d2.loss_bbox: 0.7970, d2.loss_iou: 1.1751, d3.loss_cls: 2.0371, d3.loss_bbox: 0.7882, d3.loss_iou: 1.1660, d4.loss_cls: 2.0263, d4.loss_bbox: 0.7838, d4.loss_iou: 1.1611, loss: 24.1957, grad_norm: 14.2916 -2022-10-26 20:36:06,857 - mmdet - INFO - Epoch [14][1450/1849] lr: 2.000e-04, eta: 2:33:07, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 2.0310, loss_bbox: 0.7848, loss_iou: 1.1620, d0.loss_cls: 2.1248, d0.loss_bbox: 0.8318, d0.loss_iou: 1.2149, d1.loss_cls: 2.0924, d1.loss_bbox: 0.8134, d1.loss_iou: 1.1960, d2.loss_cls: 2.0645, d2.loss_bbox: 0.7989, d2.loss_iou: 1.1771, d3.loss_cls: 2.0473, d3.loss_bbox: 0.7902, d3.loss_iou: 1.1689, d4.loss_cls: 2.0352, d4.loss_bbox: 0.7862, d4.loss_iou: 1.1649, loss: 24.2843, grad_norm: 13.7221 -2022-10-26 20:36:14,024 - mmdet - INFO - Epoch [14][1500/1849] lr: 2.000e-04, eta: 2:33:01, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 2.0483, loss_bbox: 0.7842, loss_iou: 1.1678, d0.loss_cls: 2.1453, d0.loss_bbox: 0.8330, d0.loss_iou: 1.2218, d1.loss_cls: 2.1065, d1.loss_bbox: 0.8131, d1.loss_iou: 1.2021, d2.loss_cls: 2.0791, d2.loss_bbox: 0.7994, d2.loss_iou: 1.1841, d3.loss_cls: 2.0643, d3.loss_bbox: 0.7906, d3.loss_iou: 1.1760, d4.loss_cls: 2.0536, d4.loss_bbox: 0.7860, d4.loss_iou: 1.1709, loss: 24.4263, grad_norm: 14.9294 -2022-10-26 20:36:21,058 - mmdet - INFO - Epoch [14][1550/1849] lr: 2.000e-04, eta: 2:32:55, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 2.0279, loss_bbox: 0.7835, loss_iou: 1.1607, d0.loss_cls: 2.1256, d0.loss_bbox: 0.8298, d0.loss_iou: 1.2140, d1.loss_cls: 2.0903, d1.loss_bbox: 0.8119, d1.loss_iou: 1.1957, d2.loss_cls: 2.0582, d2.loss_bbox: 0.7961, d2.loss_iou: 1.1771, d3.loss_cls: 2.0443, d3.loss_bbox: 0.7893, d3.loss_iou: 1.1682, d4.loss_cls: 2.0339, d4.loss_bbox: 0.7848, d4.loss_iou: 1.1629, loss: 24.2543, grad_norm: 14.0307 -2022-10-26 20:36:28,126 - mmdet - INFO - Epoch [14][1600/1849] lr: 2.000e-04, eta: 2:32:49, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 2.0212, loss_bbox: 0.7815, loss_iou: 1.1611, d0.loss_cls: 2.1164, d0.loss_bbox: 0.8305, d0.loss_iou: 1.2151, d1.loss_cls: 2.0832, d1.loss_bbox: 0.8105, d1.loss_iou: 1.1959, d2.loss_cls: 2.0542, d2.loss_bbox: 0.7961, d2.loss_iou: 1.1773, d3.loss_cls: 2.0384, d3.loss_bbox: 0.7880, d3.loss_iou: 1.1686, d4.loss_cls: 2.0260, d4.loss_bbox: 0.7833, d4.loss_iou: 1.1637, loss: 24.2110, grad_norm: 14.3723 -2022-10-26 20:36:35,107 - mmdet - INFO - Epoch [14][1650/1849] lr: 2.000e-04, eta: 2:32:42, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 2.0308, loss_bbox: 0.7827, loss_iou: 1.1578, d0.loss_cls: 2.1245, d0.loss_bbox: 0.8306, d0.loss_iou: 1.2133, d1.loss_cls: 2.0925, d1.loss_bbox: 0.8114, d1.loss_iou: 1.1938, d2.loss_cls: 2.0644, d2.loss_bbox: 0.7979, d2.loss_iou: 1.1728, d3.loss_cls: 2.0493, d3.loss_bbox: 0.7890, d3.loss_iou: 1.1650, d4.loss_cls: 2.0383, d4.loss_bbox: 0.7840, d4.loss_iou: 1.1603, loss: 24.2586, grad_norm: 15.3463 -2022-10-26 20:36:42,039 - mmdet - INFO - Epoch [14][1700/1849] lr: 2.000e-04, eta: 2:32:35, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 2.0123, loss_bbox: 0.7885, loss_iou: 1.1609, d0.loss_cls: 2.1049, d0.loss_bbox: 0.8357, d0.loss_iou: 1.2149, d1.loss_cls: 2.0726, d1.loss_bbox: 0.8162, d1.loss_iou: 1.1958, d2.loss_cls: 2.0462, d2.loss_bbox: 0.8013, d2.loss_iou: 1.1774, d3.loss_cls: 2.0307, d3.loss_bbox: 0.7939, d3.loss_iou: 1.1684, d4.loss_cls: 2.0178, d4.loss_bbox: 0.7900, d4.loss_iou: 1.1642, loss: 24.1919, grad_norm: 14.5466 -2022-10-26 20:36:48,875 - mmdet - INFO - Epoch [14][1750/1849] lr: 2.000e-04, eta: 2:32:29, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 2.0226, loss_bbox: 0.7844, loss_iou: 1.1562, d0.loss_cls: 2.1204, d0.loss_bbox: 0.8330, d0.loss_iou: 1.2097, d1.loss_cls: 2.0850, d1.loss_bbox: 0.8135, d1.loss_iou: 1.1906, d2.loss_cls: 2.0560, d2.loss_bbox: 0.7987, d2.loss_iou: 1.1722, d3.loss_cls: 2.0395, d3.loss_bbox: 0.7910, d3.loss_iou: 1.1634, d4.loss_cls: 2.0270, d4.loss_bbox: 0.7864, d4.loss_iou: 1.1584, loss: 24.2078, grad_norm: 14.1897 -2022-10-26 20:36:55,864 - mmdet - INFO - Epoch [14][1800/1849] lr: 2.000e-04, eta: 2:32:22, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 2.0276, loss_bbox: 0.7864, loss_iou: 1.1640, d0.loss_cls: 2.1216, d0.loss_bbox: 0.8349, d0.loss_iou: 1.2189, d1.loss_cls: 2.0899, d1.loss_bbox: 0.8163, d1.loss_iou: 1.2005, d2.loss_cls: 2.0616, d2.loss_bbox: 0.8007, d2.loss_iou: 1.1816, d3.loss_cls: 2.0459, d3.loss_bbox: 0.7925, d3.loss_iou: 1.1720, d4.loss_cls: 2.0344, d4.loss_bbox: 0.7887, d4.loss_iou: 1.1670, loss: 24.3047, grad_norm: 13.1308 -2022-10-26 20:37:02,728 - mmdet - INFO - Saving checkpoint at 14 epochs -2022-10-26 20:37:13,148 - mmdet - INFO - Epoch [15][50/1849] lr: 2.000e-04, eta: 2:31:59, time: 0.196, data_time: 0.062, memory: 4401, loss_cls: 2.0086, loss_bbox: 0.7791, loss_iou: 1.1556, d0.loss_cls: 2.1086, d0.loss_bbox: 0.8279, d0.loss_iou: 1.2110, d1.loss_cls: 2.0746, d1.loss_bbox: 0.8092, d1.loss_iou: 1.1916, d2.loss_cls: 2.0459, d2.loss_bbox: 0.7943, d2.loss_iou: 1.1730, d3.loss_cls: 2.0254, d3.loss_bbox: 0.7863, d3.loss_iou: 1.1640, d4.loss_cls: 2.0142, d4.loss_bbox: 0.7816, d4.loss_iou: 1.1583, loss: 24.1091, grad_norm: 14.6504 -2022-10-26 20:37:20,118 - mmdet - INFO - Epoch [15][100/1849] lr: 2.000e-04, eta: 2:31:52, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 2.0097, loss_bbox: 0.7860, loss_iou: 1.1612, d0.loss_cls: 2.1101, d0.loss_bbox: 0.8342, d0.loss_iou: 1.2159, d1.loss_cls: 2.0733, d1.loss_bbox: 0.8166, d1.loss_iou: 1.1958, d2.loss_cls: 2.0438, d2.loss_bbox: 0.8023, d2.loss_iou: 1.1770, d3.loss_cls: 2.0272, d3.loss_bbox: 0.7935, d3.loss_iou: 1.1689, d4.loss_cls: 2.0157, d4.loss_bbox: 0.7881, d4.loss_iou: 1.1630, loss: 24.1822, grad_norm: 13.6018 -2022-10-26 20:37:27,138 - mmdet - INFO - Epoch [15][150/1849] lr: 2.000e-04, eta: 2:31:46, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 2.0238, loss_bbox: 0.7817, loss_iou: 1.1633, d0.loss_cls: 2.1219, d0.loss_bbox: 0.8316, d0.loss_iou: 1.2177, d1.loss_cls: 2.0881, d1.loss_bbox: 0.8101, d1.loss_iou: 1.1972, d2.loss_cls: 2.0590, d2.loss_bbox: 0.7956, d2.loss_iou: 1.1788, d3.loss_cls: 2.0421, d3.loss_bbox: 0.7875, d3.loss_iou: 1.1700, d4.loss_cls: 2.0299, d4.loss_bbox: 0.7827, d4.loss_iou: 1.1660, loss: 24.2470, grad_norm: 17.6568 -2022-10-26 20:37:34,170 - mmdet - INFO - Epoch [15][200/1849] lr: 2.000e-04, eta: 2:31:39, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 2.0011, loss_bbox: 0.7760, loss_iou: 1.1467, d0.loss_cls: 2.1041, d0.loss_bbox: 0.8247, d0.loss_iou: 1.2028, d1.loss_cls: 2.0665, d1.loss_bbox: 0.8061, d1.loss_iou: 1.1838, d2.loss_cls: 2.0393, d2.loss_bbox: 0.7916, d2.loss_iou: 1.1646, d3.loss_cls: 2.0256, d3.loss_bbox: 0.7824, d3.loss_iou: 1.1555, d4.loss_cls: 2.0080, d4.loss_bbox: 0.7781, d4.loss_iou: 1.1495, loss: 24.0066, grad_norm: 15.2355 -2022-10-26 20:37:41,339 - mmdet - INFO - Epoch [15][250/1849] lr: 2.000e-04, eta: 2:31:33, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 2.0047, loss_bbox: 0.7832, loss_iou: 1.1583, d0.loss_cls: 2.1015, d0.loss_bbox: 0.8313, d0.loss_iou: 1.2143, d1.loss_cls: 2.0686, d1.loss_bbox: 0.8129, d1.loss_iou: 1.1935, d2.loss_cls: 2.0393, d2.loss_bbox: 0.7985, d2.loss_iou: 1.1741, d3.loss_cls: 2.0220, d3.loss_bbox: 0.7901, d3.loss_iou: 1.1658, d4.loss_cls: 2.0116, d4.loss_bbox: 0.7852, d4.loss_iou: 1.1607, loss: 24.1158, grad_norm: 15.8753 -2022-10-26 20:37:48,418 - mmdet - INFO - Epoch [15][300/1849] lr: 2.000e-04, eta: 2:31:27, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 2.0076, loss_bbox: 0.7802, loss_iou: 1.1612, d0.loss_cls: 2.1046, d0.loss_bbox: 0.8286, d0.loss_iou: 1.2177, d1.loss_cls: 2.0742, d1.loss_bbox: 0.8103, d1.loss_iou: 1.1981, d2.loss_cls: 2.0412, d2.loss_bbox: 0.7951, d2.loss_iou: 1.1785, d3.loss_cls: 2.0276, d3.loss_bbox: 0.7864, d3.loss_iou: 1.1688, d4.loss_cls: 2.0142, d4.loss_bbox: 0.7819, d4.loss_iou: 1.1634, loss: 24.1395, grad_norm: 14.2665 -2022-10-26 20:37:55,286 - mmdet - INFO - Epoch [15][350/1849] lr: 2.000e-04, eta: 2:31:20, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0144, loss_bbox: 0.7835, loss_iou: 1.1583, d0.loss_cls: 2.1145, d0.loss_bbox: 0.8317, d0.loss_iou: 1.2138, d1.loss_cls: 2.0749, d1.loss_bbox: 0.8132, d1.loss_iou: 1.1934, d2.loss_cls: 2.0467, d2.loss_bbox: 0.7981, d2.loss_iou: 1.1742, d3.loss_cls: 2.0313, d3.loss_bbox: 0.7898, d3.loss_iou: 1.1655, d4.loss_cls: 2.0199, d4.loss_bbox: 0.7853, d4.loss_iou: 1.1607, loss: 24.1694, grad_norm: 16.1955 -2022-10-26 20:38:02,485 - mmdet - INFO - Epoch [15][400/1849] lr: 2.000e-04, eta: 2:31:14, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 2.0132, loss_bbox: 0.7826, loss_iou: 1.1580, d0.loss_cls: 2.1115, d0.loss_bbox: 0.8307, d0.loss_iou: 1.2121, d1.loss_cls: 2.0791, d1.loss_bbox: 0.8129, d1.loss_iou: 1.1930, d2.loss_cls: 2.0471, d2.loss_bbox: 0.7977, d2.loss_iou: 1.1745, d3.loss_cls: 2.0300, d3.loss_bbox: 0.7892, d3.loss_iou: 1.1657, d4.loss_cls: 2.0187, d4.loss_bbox: 0.7844, d4.loss_iou: 1.1608, loss: 24.1611, grad_norm: 15.5831 -2022-10-26 20:38:09,524 - mmdet - INFO - Epoch [15][450/1849] lr: 2.000e-04, eta: 2:31:08, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9942, loss_bbox: 0.7765, loss_iou: 1.1558, d0.loss_cls: 2.0905, d0.loss_bbox: 0.8246, d0.loss_iou: 1.2093, d1.loss_cls: 2.0595, d1.loss_bbox: 0.8059, d1.loss_iou: 1.1890, d2.loss_cls: 2.0274, d2.loss_bbox: 0.7916, d2.loss_iou: 1.1716, d3.loss_cls: 2.0136, d3.loss_bbox: 0.7830, d3.loss_iou: 1.1627, d4.loss_cls: 2.0007, d4.loss_bbox: 0.7782, d4.loss_iou: 1.1581, loss: 23.9922, grad_norm: 13.6437 -2022-10-26 20:38:16,359 - mmdet - INFO - Epoch [15][500/1849] lr: 2.000e-04, eta: 2:31:01, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0132, loss_bbox: 0.7790, loss_iou: 1.1584, d0.loss_cls: 2.1099, d0.loss_bbox: 0.8280, d0.loss_iou: 1.2131, d1.loss_cls: 2.0784, d1.loss_bbox: 0.8087, d1.loss_iou: 1.1951, d2.loss_cls: 2.0495, d2.loss_bbox: 0.7937, d2.loss_iou: 1.1760, d3.loss_cls: 2.0327, d3.loss_bbox: 0.7862, d3.loss_iou: 1.1670, d4.loss_cls: 2.0214, d4.loss_bbox: 0.7805, d4.loss_iou: 1.1610, loss: 24.1518, grad_norm: 15.0679 -2022-10-26 20:38:23,267 - mmdet - INFO - Epoch [15][550/1849] lr: 2.000e-04, eta: 2:30:54, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 2.0048, loss_bbox: 0.7787, loss_iou: 1.1592, d0.loss_cls: 2.0989, d0.loss_bbox: 0.8278, d0.loss_iou: 1.2128, d1.loss_cls: 2.0705, d1.loss_bbox: 0.8088, d1.loss_iou: 1.1948, d2.loss_cls: 2.0391, d2.loss_bbox: 0.7942, d2.loss_iou: 1.1760, d3.loss_cls: 2.0247, d3.loss_bbox: 0.7857, d3.loss_iou: 1.1659, d4.loss_cls: 2.0120, d4.loss_bbox: 0.7806, d4.loss_iou: 1.1611, loss: 24.0956, grad_norm: 15.7948 -2022-10-26 20:38:30,196 - mmdet - INFO - Epoch [15][600/1849] lr: 2.000e-04, eta: 2:30:47, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 2.0162, loss_bbox: 0.7780, loss_iou: 1.1534, d0.loss_cls: 2.1144, d0.loss_bbox: 0.8267, d0.loss_iou: 1.2085, d1.loss_cls: 2.0808, d1.loss_bbox: 0.8075, d1.loss_iou: 1.1881, d2.loss_cls: 2.0517, d2.loss_bbox: 0.7923, d2.loss_iou: 1.1698, d3.loss_cls: 2.0342, d3.loss_bbox: 0.7835, d3.loss_iou: 1.1608, d4.loss_cls: 2.0203, d4.loss_bbox: 0.7789, d4.loss_iou: 1.1557, loss: 24.1210, grad_norm: 17.1695 -2022-10-26 20:38:36,920 - mmdet - INFO - Epoch [15][650/1849] lr: 2.000e-04, eta: 2:30:40, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.9914, loss_bbox: 0.7770, loss_iou: 1.1558, d0.loss_cls: 2.0892, d0.loss_bbox: 0.8252, d0.loss_iou: 1.2101, d1.loss_cls: 2.0549, d1.loss_bbox: 0.8077, d1.loss_iou: 1.1914, d2.loss_cls: 2.0277, d2.loss_bbox: 0.7922, d2.loss_iou: 1.1719, d3.loss_cls: 2.0115, d3.loss_bbox: 0.7838, d3.loss_iou: 1.1635, d4.loss_cls: 1.9996, d4.loss_bbox: 0.7791, d4.loss_iou: 1.1579, loss: 23.9898, grad_norm: 14.1078 -2022-10-26 20:38:43,855 - mmdet - INFO - Epoch [15][700/1849] lr: 2.000e-04, eta: 2:30:33, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 2.0205, loss_bbox: 0.7834, loss_iou: 1.1615, d0.loss_cls: 2.1167, d0.loss_bbox: 0.8316, d0.loss_iou: 1.2156, d1.loss_cls: 2.0857, d1.loss_bbox: 0.8130, d1.loss_iou: 1.1956, d2.loss_cls: 2.0574, d2.loss_bbox: 0.7975, d2.loss_iou: 1.1779, d3.loss_cls: 2.0387, d3.loss_bbox: 0.7897, d3.loss_iou: 1.1691, d4.loss_cls: 2.0279, d4.loss_bbox: 0.7852, d4.loss_iou: 1.1637, loss: 24.2305, grad_norm: 14.2970 -2022-10-26 20:38:50,684 - mmdet - INFO - Epoch [15][750/1849] lr: 2.000e-04, eta: 2:30:27, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0085, loss_bbox: 0.7829, loss_iou: 1.1595, d0.loss_cls: 2.1022, d0.loss_bbox: 0.8307, d0.loss_iou: 1.2140, d1.loss_cls: 2.0703, d1.loss_bbox: 0.8106, d1.loss_iou: 1.1939, d2.loss_cls: 2.0413, d2.loss_bbox: 0.7964, d2.loss_iou: 1.1757, d3.loss_cls: 2.0261, d3.loss_bbox: 0.7891, d3.loss_iou: 1.1663, d4.loss_cls: 2.0139, d4.loss_bbox: 0.7855, d4.loss_iou: 1.1618, loss: 24.1285, grad_norm: 13.8846 -2022-10-26 20:38:57,488 - mmdet - INFO - Epoch [15][800/1849] lr: 2.000e-04, eta: 2:30:20, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 2.0060, loss_bbox: 0.7800, loss_iou: 1.1619, d0.loss_cls: 2.0993, d0.loss_bbox: 0.8254, d0.loss_iou: 1.2129, d1.loss_cls: 2.0676, d1.loss_bbox: 0.8069, d1.loss_iou: 1.1966, d2.loss_cls: 2.0381, d2.loss_bbox: 0.7931, d2.loss_iou: 1.1781, d3.loss_cls: 2.0222, d3.loss_bbox: 0.7860, d3.loss_iou: 1.1696, d4.loss_cls: 2.0119, d4.loss_bbox: 0.7812, d4.loss_iou: 1.1646, loss: 24.1012, grad_norm: 15.8555 -2022-10-26 20:39:04,488 - mmdet - INFO - Epoch [15][850/1849] lr: 2.000e-04, eta: 2:30:13, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 2.0019, loss_bbox: 0.7799, loss_iou: 1.1594, d0.loss_cls: 2.0995, d0.loss_bbox: 0.8281, d0.loss_iou: 1.2142, d1.loss_cls: 2.0642, d1.loss_bbox: 0.8100, d1.loss_iou: 1.1934, d2.loss_cls: 2.0351, d2.loss_bbox: 0.7941, d2.loss_iou: 1.1754, d3.loss_cls: 2.0171, d3.loss_bbox: 0.7863, d3.loss_iou: 1.1673, d4.loss_cls: 2.0072, d4.loss_bbox: 0.7819, d4.loss_iou: 1.1616, loss: 24.0764, grad_norm: 14.6142 -2022-10-26 20:39:11,326 - mmdet - INFO - Epoch [15][900/1849] lr: 2.000e-04, eta: 2:30:06, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9950, loss_bbox: 0.7775, loss_iou: 1.1571, d0.loss_cls: 2.0964, d0.loss_bbox: 0.8265, d0.loss_iou: 1.2112, d1.loss_cls: 2.0603, d1.loss_bbox: 0.8069, d1.loss_iou: 1.1915, d2.loss_cls: 2.0299, d2.loss_bbox: 0.7925, d2.loss_iou: 1.1727, d3.loss_cls: 2.0148, d3.loss_bbox: 0.7832, d3.loss_iou: 1.1643, d4.loss_cls: 2.0025, d4.loss_bbox: 0.7788, d4.loss_iou: 1.1602, loss: 24.0213, grad_norm: 14.8409 -2022-10-26 20:39:18,005 - mmdet - INFO - Epoch [15][950/1849] lr: 2.000e-04, eta: 2:29:59, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 2.0257, loss_bbox: 0.7813, loss_iou: 1.1560, d0.loss_cls: 2.1241, d0.loss_bbox: 0.8292, d0.loss_iou: 1.2109, d1.loss_cls: 2.0867, d1.loss_bbox: 0.8116, d1.loss_iou: 1.1918, d2.loss_cls: 2.0613, d2.loss_bbox: 0.7957, d2.loss_iou: 1.1728, d3.loss_cls: 2.0447, d3.loss_bbox: 0.7872, d3.loss_iou: 1.1636, d4.loss_cls: 2.0320, d4.loss_bbox: 0.7832, d4.loss_iou: 1.1578, loss: 24.2156, grad_norm: 14.7395 -2022-10-26 20:39:24,937 - mmdet - INFO - Epoch [15][1000/1849] lr: 2.000e-04, eta: 2:29:52, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 2.0110, loss_bbox: 0.7824, loss_iou: 1.1530, d0.loss_cls: 2.1090, d0.loss_bbox: 0.8311, d0.loss_iou: 1.2090, d1.loss_cls: 2.0713, d1.loss_bbox: 0.8125, d1.loss_iou: 1.1899, d2.loss_cls: 2.0472, d2.loss_bbox: 0.7985, d2.loss_iou: 1.1693, d3.loss_cls: 2.0290, d3.loss_bbox: 0.7895, d3.loss_iou: 1.1606, d4.loss_cls: 2.0161, d4.loss_bbox: 0.7844, d4.loss_iou: 1.1558, loss: 24.1195, grad_norm: 14.9923 -2022-10-26 20:39:31,869 - mmdet - INFO - Epoch [15][1050/1849] lr: 2.000e-04, eta: 2:29:45, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 2.0056, loss_bbox: 0.7841, loss_iou: 1.1618, d0.loss_cls: 2.1052, d0.loss_bbox: 0.8330, d0.loss_iou: 1.2167, d1.loss_cls: 2.0678, d1.loss_bbox: 0.8117, d1.loss_iou: 1.1988, d2.loss_cls: 2.0398, d2.loss_bbox: 0.7981, d2.loss_iou: 1.1794, d3.loss_cls: 2.0241, d3.loss_bbox: 0.7897, d3.loss_iou: 1.1692, d4.loss_cls: 2.0138, d4.loss_bbox: 0.7859, d4.loss_iou: 1.1640, loss: 24.1486, grad_norm: 15.9609 -2022-10-26 20:39:39,020 - mmdet - INFO - Epoch [15][1100/1849] lr: 2.000e-04, eta: 2:29:39, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 2.0139, loss_bbox: 0.7823, loss_iou: 1.1606, d0.loss_cls: 2.1076, d0.loss_bbox: 0.8293, d0.loss_iou: 1.2138, d1.loss_cls: 2.0766, d1.loss_bbox: 0.8120, d1.loss_iou: 1.1962, d2.loss_cls: 2.0486, d2.loss_bbox: 0.7973, d2.loss_iou: 1.1772, d3.loss_cls: 2.0318, d3.loss_bbox: 0.7885, d3.loss_iou: 1.1682, d4.loss_cls: 2.0208, d4.loss_bbox: 0.7843, d4.loss_iou: 1.1631, loss: 24.1722, grad_norm: 13.6152 -2022-10-26 20:39:45,889 - mmdet - INFO - Epoch [15][1150/1849] lr: 2.000e-04, eta: 2:29:33, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0095, loss_bbox: 0.7784, loss_iou: 1.1567, d0.loss_cls: 2.1050, d0.loss_bbox: 0.8262, d0.loss_iou: 1.2087, d1.loss_cls: 2.0719, d1.loss_bbox: 0.8083, d1.loss_iou: 1.1898, d2.loss_cls: 2.0413, d2.loss_bbox: 0.7935, d2.loss_iou: 1.1725, d3.loss_cls: 2.0242, d3.loss_bbox: 0.7844, d3.loss_iou: 1.1637, d4.loss_cls: 2.0171, d4.loss_bbox: 0.7806, d4.loss_iou: 1.1588, loss: 24.0908, grad_norm: 15.6499 -2022-10-26 20:39:52,852 - mmdet - INFO - Epoch [15][1200/1849] lr: 2.000e-04, eta: 2:29:26, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 2.0041, loss_bbox: 0.7762, loss_iou: 1.1553, d0.loss_cls: 2.1012, d0.loss_bbox: 0.8245, d0.loss_iou: 1.2104, d1.loss_cls: 2.0675, d1.loss_bbox: 0.8065, d1.loss_iou: 1.1924, d2.loss_cls: 2.0393, d2.loss_bbox: 0.7916, d2.loss_iou: 1.1728, d3.loss_cls: 2.0238, d3.loss_bbox: 0.7834, d3.loss_iou: 1.1639, d4.loss_cls: 2.0114, d4.loss_bbox: 0.7782, d4.loss_iou: 1.1581, loss: 24.0605, grad_norm: 14.5472 -2022-10-26 20:39:59,835 - mmdet - INFO - Epoch [15][1250/1849] lr: 2.000e-04, eta: 2:29:19, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 2.0222, loss_bbox: 0.7824, loss_iou: 1.1596, d0.loss_cls: 2.1255, d0.loss_bbox: 0.8313, d0.loss_iou: 1.2142, d1.loss_cls: 2.0884, d1.loss_bbox: 0.8105, d1.loss_iou: 1.1951, d2.loss_cls: 2.0586, d2.loss_bbox: 0.7967, d2.loss_iou: 1.1766, d3.loss_cls: 2.0413, d3.loss_bbox: 0.7881, d3.loss_iou: 1.1678, d4.loss_cls: 2.0295, d4.loss_bbox: 0.7834, d4.loss_iou: 1.1619, loss: 24.2329, grad_norm: 15.6321 -2022-10-26 20:40:06,634 - mmdet - INFO - Epoch [15][1300/1849] lr: 2.000e-04, eta: 2:29:12, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 2.0078, loss_bbox: 0.7791, loss_iou: 1.1591, d0.loss_cls: 2.1056, d0.loss_bbox: 0.8279, d0.loss_iou: 1.2152, d1.loss_cls: 2.0722, d1.loss_bbox: 0.8093, d1.loss_iou: 1.1939, d2.loss_cls: 2.0443, d2.loss_bbox: 0.7940, d2.loss_iou: 1.1745, d3.loss_cls: 2.0260, d3.loss_bbox: 0.7861, d3.loss_iou: 1.1653, d4.loss_cls: 2.0125, d4.loss_bbox: 0.7811, d4.loss_iou: 1.1613, loss: 24.1152, grad_norm: 15.2891 -2022-10-26 20:40:13,711 - mmdet - INFO - Epoch [15][1350/1849] lr: 2.000e-04, eta: 2:29:06, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 2.0143, loss_bbox: 0.7852, loss_iou: 1.1594, d0.loss_cls: 2.1102, d0.loss_bbox: 0.8330, d0.loss_iou: 1.2152, d1.loss_cls: 2.0768, d1.loss_bbox: 0.8141, d1.loss_iou: 1.1957, d2.loss_cls: 2.0477, d2.loss_bbox: 0.7990, d2.loss_iou: 1.1768, d3.loss_cls: 2.0319, d3.loss_bbox: 0.7911, d3.loss_iou: 1.1671, d4.loss_cls: 2.0197, d4.loss_bbox: 0.7868, d4.loss_iou: 1.1619, loss: 24.1858, grad_norm: 13.7473 -2022-10-26 20:40:20,892 - mmdet - INFO - Epoch [15][1400/1849] lr: 2.000e-04, eta: 2:29:00, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 2.0100, loss_bbox: 0.7801, loss_iou: 1.1583, d0.loss_cls: 2.1042, d0.loss_bbox: 0.8272, d0.loss_iou: 1.2121, d1.loss_cls: 2.0695, d1.loss_bbox: 0.8085, d1.loss_iou: 1.1932, d2.loss_cls: 2.0404, d2.loss_bbox: 0.7946, d2.loss_iou: 1.1750, d3.loss_cls: 2.0260, d3.loss_bbox: 0.7863, d3.loss_iou: 1.1661, d4.loss_cls: 2.0146, d4.loss_bbox: 0.7815, d4.loss_iou: 1.1614, loss: 24.1089, grad_norm: 14.6660 -2022-10-26 20:40:27,855 - mmdet - INFO - Epoch [15][1450/1849] lr: 2.000e-04, eta: 2:28:53, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 2.0037, loss_bbox: 0.7766, loss_iou: 1.1513, d0.loss_cls: 2.0998, d0.loss_bbox: 0.8254, d0.loss_iou: 1.2051, d1.loss_cls: 2.0665, d1.loss_bbox: 0.8061, d1.loss_iou: 1.1875, d2.loss_cls: 2.0340, d2.loss_bbox: 0.7911, d2.loss_iou: 1.1689, d3.loss_cls: 2.0197, d3.loss_bbox: 0.7836, d3.loss_iou: 1.1592, d4.loss_cls: 2.0103, d4.loss_bbox: 0.7787, d4.loss_iou: 1.1539, loss: 24.0216, grad_norm: 14.9195 -2022-10-26 20:40:34,768 - mmdet - INFO - Epoch [15][1500/1849] lr: 2.000e-04, eta: 2:28:47, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 2.0157, loss_bbox: 0.7769, loss_iou: 1.1524, d0.loss_cls: 2.1173, d0.loss_bbox: 0.8253, d0.loss_iou: 1.2099, d1.loss_cls: 2.0795, d1.loss_bbox: 0.8065, d1.loss_iou: 1.1884, d2.loss_cls: 2.0530, d2.loss_bbox: 0.7914, d2.loss_iou: 1.1694, d3.loss_cls: 2.0359, d3.loss_bbox: 0.7830, d3.loss_iou: 1.1609, d4.loss_cls: 2.0215, d4.loss_bbox: 0.7778, d4.loss_iou: 1.1553, loss: 24.1203, grad_norm: 16.0635 -2022-10-26 20:40:41,591 - mmdet - INFO - Epoch [15][1550/1849] lr: 2.000e-04, eta: 2:28:40, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 2.0179, loss_bbox: 0.7788, loss_iou: 1.1574, d0.loss_cls: 2.1213, d0.loss_bbox: 0.8276, d0.loss_iou: 1.2111, d1.loss_cls: 2.0859, d1.loss_bbox: 0.8084, d1.loss_iou: 1.1918, d2.loss_cls: 2.0555, d2.loss_bbox: 0.7934, d2.loss_iou: 1.1741, d3.loss_cls: 2.0356, d3.loss_bbox: 0.7856, d3.loss_iou: 1.1650, d4.loss_cls: 2.0229, d4.loss_bbox: 0.7805, d4.loss_iou: 1.1605, loss: 24.1734, grad_norm: 17.3821 -2022-10-26 20:40:48,438 - mmdet - INFO - Epoch [15][1600/1849] lr: 2.000e-04, eta: 2:28:33, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9970, loss_bbox: 0.7814, loss_iou: 1.1598, d0.loss_cls: 2.0990, d0.loss_bbox: 0.8289, d0.loss_iou: 1.2132, d1.loss_cls: 2.0608, d1.loss_bbox: 0.8098, d1.loss_iou: 1.1936, d2.loss_cls: 2.0346, d2.loss_bbox: 0.7949, d2.loss_iou: 1.1760, d3.loss_cls: 2.0171, d3.loss_bbox: 0.7872, d3.loss_iou: 1.1666, d4.loss_cls: 2.0037, d4.loss_bbox: 0.7838, d4.loss_iou: 1.1623, loss: 24.0699, grad_norm: 15.8509 -2022-10-26 20:40:55,196 - mmdet - INFO - Epoch [15][1650/1849] lr: 2.000e-04, eta: 2:28:26, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9974, loss_bbox: 0.7717, loss_iou: 1.1480, d0.loss_cls: 2.0950, d0.loss_bbox: 0.8211, d0.loss_iou: 1.2050, d1.loss_cls: 2.0619, d1.loss_bbox: 0.8029, d1.loss_iou: 1.1842, d2.loss_cls: 2.0316, d2.loss_bbox: 0.7871, d2.loss_iou: 1.1648, d3.loss_cls: 2.0160, d3.loss_bbox: 0.7786, d3.loss_iou: 1.1560, d4.loss_cls: 2.0040, d4.loss_bbox: 0.7734, d4.loss_iou: 1.1513, loss: 23.9499, grad_norm: 14.9396 -2022-10-26 20:41:02,102 - mmdet - INFO - Epoch [15][1700/1849] lr: 2.000e-04, eta: 2:28:19, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 2.0132, loss_bbox: 0.7843, loss_iou: 1.1597, d0.loss_cls: 2.1088, d0.loss_bbox: 0.8316, d0.loss_iou: 1.2137, d1.loss_cls: 2.0776, d1.loss_bbox: 0.8137, d1.loss_iou: 1.1942, d2.loss_cls: 2.0474, d2.loss_bbox: 0.7981, d2.loss_iou: 1.1753, d3.loss_cls: 2.0327, d3.loss_bbox: 0.7902, d3.loss_iou: 1.1665, d4.loss_cls: 2.0190, d4.loss_bbox: 0.7858, d4.loss_iou: 1.1619, loss: 24.1736, grad_norm: 15.0345 -2022-10-26 20:41:09,238 - mmdet - INFO - Epoch [15][1750/1849] lr: 2.000e-04, eta: 2:28:13, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 2.0117, loss_bbox: 0.7790, loss_iou: 1.1553, d0.loss_cls: 2.1115, d0.loss_bbox: 0.8274, d0.loss_iou: 1.2091, d1.loss_cls: 2.0754, d1.loss_bbox: 0.8092, d1.loss_iou: 1.1908, d2.loss_cls: 2.0483, d2.loss_bbox: 0.7950, d2.loss_iou: 1.1727, d3.loss_cls: 2.0311, d3.loss_bbox: 0.7861, d3.loss_iou: 1.1629, d4.loss_cls: 2.0170, d4.loss_bbox: 0.7811, d4.loss_iou: 1.1582, loss: 24.1218, grad_norm: 14.7113 -2022-10-26 20:41:16,189 - mmdet - INFO - Epoch [15][1800/1849] lr: 2.000e-04, eta: 2:28:06, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 2.0122, loss_bbox: 0.7800, loss_iou: 1.1596, d0.loss_cls: 2.1048, d0.loss_bbox: 0.8271, d0.loss_iou: 1.2135, d1.loss_cls: 2.0732, d1.loss_bbox: 0.8081, d1.loss_iou: 1.1944, d2.loss_cls: 2.0472, d2.loss_bbox: 0.7952, d2.loss_iou: 1.1750, d3.loss_cls: 2.0285, d3.loss_bbox: 0.7863, d3.loss_iou: 1.1660, d4.loss_cls: 2.0179, d4.loss_bbox: 0.7817, d4.loss_iou: 1.1609, loss: 24.1317, grad_norm: 15.8060 -2022-10-26 20:41:23,104 - mmdet - INFO - Saving checkpoint at 15 epochs -2022-10-26 20:41:33,736 - mmdet - INFO - Epoch [16][50/1849] lr: 2.000e-04, eta: 2:27:44, time: 0.200, data_time: 0.064, memory: 4401, loss_cls: 2.0043, loss_bbox: 0.7756, loss_iou: 1.1537, d0.loss_cls: 2.1042, d0.loss_bbox: 0.8250, d0.loss_iou: 1.2106, d1.loss_cls: 2.0681, d1.loss_bbox: 0.8063, d1.loss_iou: 1.1903, d2.loss_cls: 2.0403, d2.loss_bbox: 0.7916, d2.loss_iou: 1.1714, d3.loss_cls: 2.0230, d3.loss_bbox: 0.7822, d3.loss_iou: 1.1622, d4.loss_cls: 2.0106, d4.loss_bbox: 0.7773, d4.loss_iou: 1.1563, loss: 24.0529, grad_norm: 14.3394 -2022-10-26 20:41:40,820 - mmdet - INFO - Epoch [16][100/1849] lr: 2.000e-04, eta: 2:27:38, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9992, loss_bbox: 0.7814, loss_iou: 1.1591, d0.loss_cls: 2.0958, d0.loss_bbox: 0.8295, d0.loss_iou: 1.2143, d1.loss_cls: 2.0649, d1.loss_bbox: 0.8105, d1.loss_iou: 1.1934, d2.loss_cls: 2.0350, d2.loss_bbox: 0.7962, d2.loss_iou: 1.1752, d3.loss_cls: 2.0169, d3.loss_bbox: 0.7882, d3.loss_iou: 1.1674, d4.loss_cls: 2.0047, d4.loss_bbox: 0.7836, d4.loss_iou: 1.1619, loss: 24.0772, grad_norm: 14.2444 -2022-10-26 20:41:47,708 - mmdet - INFO - Epoch [16][150/1849] lr: 2.000e-04, eta: 2:27:31, time: 0.138, data_time: 0.006, memory: 4401, loss_cls: 2.0073, loss_bbox: 0.7791, loss_iou: 1.1508, d0.loss_cls: 2.1073, d0.loss_bbox: 0.8285, d0.loss_iou: 1.2058, d1.loss_cls: 2.0704, d1.loss_bbox: 0.8091, d1.loss_iou: 1.1865, d2.loss_cls: 2.0404, d2.loss_bbox: 0.7953, d2.loss_iou: 1.1683, d3.loss_cls: 2.0280, d3.loss_bbox: 0.7865, d3.loss_iou: 1.1590, d4.loss_cls: 2.0142, d4.loss_bbox: 0.7810, d4.loss_iou: 1.1533, loss: 24.0709, grad_norm: 14.8438 -2022-10-26 20:41:54,723 - mmdet - INFO - Epoch [16][200/1849] lr: 2.000e-04, eta: 2:27:25, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9991, loss_bbox: 0.7819, loss_iou: 1.1593, d0.loss_cls: 2.0992, d0.loss_bbox: 0.8306, d0.loss_iou: 1.2143, d1.loss_cls: 2.0622, d1.loss_bbox: 0.8116, d1.loss_iou: 1.1952, d2.loss_cls: 2.0341, d2.loss_bbox: 0.7968, d2.loss_iou: 1.1765, d3.loss_cls: 2.0179, d3.loss_bbox: 0.7882, d3.loss_iou: 1.1664, d4.loss_cls: 2.0057, d4.loss_bbox: 0.7834, d4.loss_iou: 1.1616, loss: 24.0841, grad_norm: 15.3789 -2022-10-26 20:42:01,697 - mmdet - INFO - Epoch [16][250/1849] lr: 2.000e-04, eta: 2:27:18, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9923, loss_bbox: 0.7770, loss_iou: 1.1531, d0.loss_cls: 2.0913, d0.loss_bbox: 0.8255, d0.loss_iou: 1.2092, d1.loss_cls: 2.0586, d1.loss_bbox: 0.8062, d1.loss_iou: 1.1879, d2.loss_cls: 2.0298, d2.loss_bbox: 0.7919, d2.loss_iou: 1.1697, d3.loss_cls: 2.0122, d3.loss_bbox: 0.7835, d3.loss_iou: 1.1606, d4.loss_cls: 1.9999, d4.loss_bbox: 0.7786, d4.loss_iou: 1.1552, loss: 23.9823, grad_norm: 14.9716 -2022-10-26 20:42:08,769 - mmdet - INFO - Epoch [16][300/1849] lr: 2.000e-04, eta: 2:27:12, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9924, loss_bbox: 0.7772, loss_iou: 1.1521, d0.loss_cls: 2.0912, d0.loss_bbox: 0.8236, d0.loss_iou: 1.2071, d1.loss_cls: 2.0595, d1.loss_bbox: 0.8058, d1.loss_iou: 1.1875, d2.loss_cls: 2.0302, d2.loss_bbox: 0.7917, d2.loss_iou: 1.1689, d3.loss_cls: 2.0115, d3.loss_bbox: 0.7834, d3.loss_iou: 1.1600, d4.loss_cls: 1.9983, d4.loss_bbox: 0.7785, d4.loss_iou: 1.1549, loss: 23.9739, grad_norm: 14.6050 -2022-10-26 20:42:15,865 - mmdet - INFO - Epoch [16][350/1849] lr: 2.000e-04, eta: 2:27:05, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 2.0032, loss_bbox: 0.7805, loss_iou: 1.1546, d0.loss_cls: 2.1029, d0.loss_bbox: 0.8300, d0.loss_iou: 1.2113, d1.loss_cls: 2.0693, d1.loss_bbox: 0.8108, d1.loss_iou: 1.1907, d2.loss_cls: 2.0395, d2.loss_bbox: 0.7960, d2.loss_iou: 1.1712, d3.loss_cls: 2.0199, d3.loss_bbox: 0.7865, d3.loss_iou: 1.1619, d4.loss_cls: 2.0101, d4.loss_bbox: 0.7824, d4.loss_iou: 1.1566, loss: 24.0774, grad_norm: 15.0755 -2022-10-26 20:42:22,746 - mmdet - INFO - Epoch [16][400/1849] lr: 2.000e-04, eta: 2:26:59, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9809, loss_bbox: 0.7774, loss_iou: 1.1512, d0.loss_cls: 2.0830, d0.loss_bbox: 0.8257, d0.loss_iou: 1.2050, d1.loss_cls: 2.0443, d1.loss_bbox: 0.8062, d1.loss_iou: 1.1861, d2.loss_cls: 2.0172, d2.loss_bbox: 0.7922, d2.loss_iou: 1.1672, d3.loss_cls: 2.0016, d3.loss_bbox: 0.7837, d3.loss_iou: 1.1582, d4.loss_cls: 1.9869, d4.loss_bbox: 0.7793, d4.loss_iou: 1.1533, loss: 23.8994, grad_norm: 16.2297 -2022-10-26 20:42:29,888 - mmdet - INFO - Epoch [16][450/1849] lr: 2.000e-04, eta: 2:26:52, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 1.9873, loss_bbox: 0.7787, loss_iou: 1.1588, d0.loss_cls: 2.0854, d0.loss_bbox: 0.8268, d0.loss_iou: 1.2140, d1.loss_cls: 2.0522, d1.loss_bbox: 0.8076, d1.loss_iou: 1.1944, d2.loss_cls: 2.0213, d2.loss_bbox: 0.7939, d2.loss_iou: 1.1755, d3.loss_cls: 2.0030, d3.loss_bbox: 0.7849, d3.loss_iou: 1.1670, d4.loss_cls: 1.9917, d4.loss_bbox: 0.7804, d4.loss_iou: 1.1614, loss: 23.9842, grad_norm: 16.4480 -2022-10-26 20:42:36,882 - mmdet - INFO - Epoch [16][500/1849] lr: 2.000e-04, eta: 2:26:46, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 2.0008, loss_bbox: 0.7723, loss_iou: 1.1471, d0.loss_cls: 2.0998, d0.loss_bbox: 0.8225, d0.loss_iou: 1.2059, d1.loss_cls: 2.0655, d1.loss_bbox: 0.8034, d1.loss_iou: 1.1847, d2.loss_cls: 2.0356, d2.loss_bbox: 0.7889, d2.loss_iou: 1.1651, d3.loss_cls: 2.0201, d3.loss_bbox: 0.7797, d3.loss_iou: 1.1559, d4.loss_cls: 2.0056, d4.loss_bbox: 0.7747, d4.loss_iou: 1.1496, loss: 23.9772, grad_norm: 16.8969 -2022-10-26 20:42:43,938 - mmdet - INFO - Epoch [16][550/1849] lr: 2.000e-04, eta: 2:26:39, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 2.0050, loss_bbox: 0.7764, loss_iou: 1.1535, d0.loss_cls: 2.1070, d0.loss_bbox: 0.8252, d0.loss_iou: 1.2115, d1.loss_cls: 2.0714, d1.loss_bbox: 0.8059, d1.loss_iou: 1.1893, d2.loss_cls: 2.0428, d2.loss_bbox: 0.7911, d2.loss_iou: 1.1693, d3.loss_cls: 2.0244, d3.loss_bbox: 0.7823, d3.loss_iou: 1.1607, d4.loss_cls: 2.0131, d4.loss_bbox: 0.7774, d4.loss_iou: 1.1562, loss: 24.0625, grad_norm: 15.1568 -2022-10-26 20:42:51,108 - mmdet - INFO - Epoch [16][600/1849] lr: 2.000e-04, eta: 2:26:33, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 2.0099, loss_bbox: 0.7781, loss_iou: 1.1528, d0.loss_cls: 2.1070, d0.loss_bbox: 0.8256, d0.loss_iou: 1.2097, d1.loss_cls: 2.0711, d1.loss_bbox: 0.8077, d1.loss_iou: 1.1894, d2.loss_cls: 2.0442, d2.loss_bbox: 0.7933, d2.loss_iou: 1.1706, d3.loss_cls: 2.0278, d3.loss_bbox: 0.7850, d3.loss_iou: 1.1613, d4.loss_cls: 2.0166, d4.loss_bbox: 0.7801, d4.loss_iou: 1.1556, loss: 24.0860, grad_norm: 15.3762 -2022-10-26 20:42:57,992 - mmdet - INFO - Epoch [16][650/1849] lr: 2.000e-04, eta: 2:26:26, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 2.0004, loss_bbox: 0.7825, loss_iou: 1.1580, d0.loss_cls: 2.1045, d0.loss_bbox: 0.8302, d0.loss_iou: 1.2123, d1.loss_cls: 2.0678, d1.loss_bbox: 0.8122, d1.loss_iou: 1.1935, d2.loss_cls: 2.0357, d2.loss_bbox: 0.7978, d2.loss_iou: 1.1755, d3.loss_cls: 2.0184, d3.loss_bbox: 0.7895, d3.loss_iou: 1.1663, d4.loss_cls: 2.0058, d4.loss_bbox: 0.7840, d4.loss_iou: 1.1609, loss: 24.0951, grad_norm: 15.3396 -2022-10-26 20:43:05,085 - mmdet - INFO - Epoch [16][700/1849] lr: 2.000e-04, eta: 2:26:20, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9887, loss_bbox: 0.7723, loss_iou: 1.1541, d0.loss_cls: 2.0810, d0.loss_bbox: 0.8204, d0.loss_iou: 1.2102, d1.loss_cls: 2.0496, d1.loss_bbox: 0.8017, d1.loss_iou: 1.1897, d2.loss_cls: 2.0190, d2.loss_bbox: 0.7863, d2.loss_iou: 1.1712, d3.loss_cls: 2.0042, d3.loss_bbox: 0.7784, d3.loss_iou: 1.1615, d4.loss_cls: 1.9954, d4.loss_bbox: 0.7745, d4.loss_iou: 1.1567, loss: 23.9150, grad_norm: 15.5587 -2022-10-26 20:43:12,006 - mmdet - INFO - Epoch [16][750/1849] lr: 2.000e-04, eta: 2:26:13, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 2.0087, loss_bbox: 0.7787, loss_iou: 1.1558, d0.loss_cls: 2.1077, d0.loss_bbox: 0.8281, d0.loss_iou: 1.2113, d1.loss_cls: 2.0744, d1.loss_bbox: 0.8091, d1.loss_iou: 1.1904, d2.loss_cls: 2.0449, d2.loss_bbox: 0.7932, d2.loss_iou: 1.1712, d3.loss_cls: 2.0295, d3.loss_bbox: 0.7851, d3.loss_iou: 1.1626, d4.loss_cls: 2.0170, d4.loss_bbox: 0.7804, d4.loss_iou: 1.1580, loss: 24.1060, grad_norm: 14.1358 -2022-10-26 20:43:18,931 - mmdet - INFO - Epoch [16][800/1849] lr: 2.000e-04, eta: 2:26:07, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 2.0135, loss_bbox: 0.7720, loss_iou: 1.1499, d0.loss_cls: 2.1097, d0.loss_bbox: 0.8214, d0.loss_iou: 1.2063, d1.loss_cls: 2.0782, d1.loss_bbox: 0.8027, d1.loss_iou: 1.1863, d2.loss_cls: 2.0486, d2.loss_bbox: 0.7873, d2.loss_iou: 1.1669, d3.loss_cls: 2.0315, d3.loss_bbox: 0.7779, d3.loss_iou: 1.1586, d4.loss_cls: 2.0188, d4.loss_bbox: 0.7732, d4.loss_iou: 1.1526, loss: 24.0556, grad_norm: 14.2566 -2022-10-26 20:43:26,000 - mmdet - INFO - Epoch [16][850/1849] lr: 2.000e-04, eta: 2:26:00, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 2.0165, loss_bbox: 0.7803, loss_iou: 1.1618, d0.loss_cls: 2.1146, d0.loss_bbox: 0.8296, d0.loss_iou: 1.2185, d1.loss_cls: 2.0801, d1.loss_bbox: 0.8096, d1.loss_iou: 1.1973, d2.loss_cls: 2.0518, d2.loss_bbox: 0.7943, d2.loss_iou: 1.1786, d3.loss_cls: 2.0345, d3.loss_bbox: 0.7860, d3.loss_iou: 1.1698, d4.loss_cls: 2.0238, d4.loss_bbox: 0.7819, d4.loss_iou: 1.1641, loss: 24.1932, grad_norm: 15.1584 -2022-10-26 20:43:33,033 - mmdet - INFO - Epoch [16][900/1849] lr: 2.000e-04, eta: 2:25:54, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 2.0003, loss_bbox: 0.7786, loss_iou: 1.1556, d0.loss_cls: 2.1017, d0.loss_bbox: 0.8263, d0.loss_iou: 1.2123, d1.loss_cls: 2.0646, d1.loss_bbox: 0.8078, d1.loss_iou: 1.1916, d2.loss_cls: 2.0332, d2.loss_bbox: 0.7935, d2.loss_iou: 1.1734, d3.loss_cls: 2.0198, d3.loss_bbox: 0.7852, d3.loss_iou: 1.1640, d4.loss_cls: 2.0063, d4.loss_bbox: 0.7804, d4.loss_iou: 1.1585, loss: 24.0532, grad_norm: 14.5782 -2022-10-26 20:43:39,945 - mmdet - INFO - Epoch [16][950/1849] lr: 2.000e-04, eta: 2:25:47, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 2.0034, loss_bbox: 0.7777, loss_iou: 1.1535, d0.loss_cls: 2.0977, d0.loss_bbox: 0.8256, d0.loss_iou: 1.2093, d1.loss_cls: 2.0676, d1.loss_bbox: 0.8074, d1.loss_iou: 1.1900, d2.loss_cls: 2.0392, d2.loss_bbox: 0.7930, d2.loss_iou: 1.1708, d3.loss_cls: 2.0210, d3.loss_bbox: 0.7846, d3.loss_iou: 1.1612, d4.loss_cls: 2.0080, d4.loss_bbox: 0.7805, d4.loss_iou: 1.1563, loss: 24.0468, grad_norm: 14.5682 -2022-10-26 20:43:47,014 - mmdet - INFO - Epoch [16][1000/1849] lr: 2.000e-04, eta: 2:25:41, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9974, loss_bbox: 0.7718, loss_iou: 1.1517, d0.loss_cls: 2.0991, d0.loss_bbox: 0.8212, d0.loss_iou: 1.2096, d1.loss_cls: 2.0668, d1.loss_bbox: 0.8021, d1.loss_iou: 1.1876, d2.loss_cls: 2.0375, d2.loss_bbox: 0.7870, d2.loss_iou: 1.1697, d3.loss_cls: 2.0151, d3.loss_bbox: 0.7777, d3.loss_iou: 1.1595, d4.loss_cls: 2.0043, d4.loss_bbox: 0.7732, d4.loss_iou: 1.1538, loss: 23.9852, grad_norm: 15.2296 -2022-10-26 20:43:54,034 - mmdet - INFO - Epoch [16][1050/1849] lr: 2.000e-04, eta: 2:25:34, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 2.0071, loss_bbox: 0.7807, loss_iou: 1.1575, d0.loss_cls: 2.1055, d0.loss_bbox: 0.8302, d0.loss_iou: 1.2156, d1.loss_cls: 2.0747, d1.loss_bbox: 0.8120, d1.loss_iou: 1.1930, d2.loss_cls: 2.0446, d2.loss_bbox: 0.7966, d2.loss_iou: 1.1744, d3.loss_cls: 2.0277, d3.loss_bbox: 0.7875, d3.loss_iou: 1.1649, d4.loss_cls: 2.0133, d4.loss_bbox: 0.7829, d4.loss_iou: 1.1603, loss: 24.1286, grad_norm: 15.5136 -2022-10-26 20:44:00,901 - mmdet - INFO - Epoch [16][1100/1849] lr: 2.000e-04, eta: 2:25:27, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0142, loss_bbox: 0.7777, loss_iou: 1.1545, d0.loss_cls: 2.1102, d0.loss_bbox: 0.8262, d0.loss_iou: 1.2101, d1.loss_cls: 2.0797, d1.loss_bbox: 0.8080, d1.loss_iou: 1.1908, d2.loss_cls: 2.0512, d2.loss_bbox: 0.7935, d2.loss_iou: 1.1715, d3.loss_cls: 2.0321, d3.loss_bbox: 0.7845, d3.loss_iou: 1.1612, d4.loss_cls: 2.0210, d4.loss_bbox: 0.7794, d4.loss_iou: 1.1568, loss: 24.1226, grad_norm: 14.9910 -2022-10-26 20:44:07,759 - mmdet - INFO - Epoch [16][1150/1849] lr: 2.000e-04, eta: 2:25:20, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9963, loss_bbox: 0.7784, loss_iou: 1.1503, d0.loss_cls: 2.0914, d0.loss_bbox: 0.8251, d0.loss_iou: 1.2054, d1.loss_cls: 2.0611, d1.loss_bbox: 0.8077, d1.loss_iou: 1.1868, d2.loss_cls: 2.0342, d2.loss_bbox: 0.7931, d2.loss_iou: 1.1678, d3.loss_cls: 2.0147, d3.loss_bbox: 0.7848, d3.loss_iou: 1.1589, d4.loss_cls: 2.0020, d4.loss_bbox: 0.7798, d4.loss_iou: 1.1530, loss: 23.9907, grad_norm: 14.5152 -2022-10-26 20:44:14,584 - mmdet - INFO - Epoch [16][1200/1849] lr: 2.000e-04, eta: 2:25:13, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 2.0031, loss_bbox: 0.7746, loss_iou: 1.1518, d0.loss_cls: 2.1004, d0.loss_bbox: 0.8251, d0.loss_iou: 1.2078, d1.loss_cls: 2.0698, d1.loss_bbox: 0.8056, d1.loss_iou: 1.1895, d2.loss_cls: 2.0400, d2.loss_bbox: 0.7915, d2.loss_iou: 1.1711, d3.loss_cls: 2.0237, d3.loss_bbox: 0.7823, d3.loss_iou: 1.1608, d4.loss_cls: 2.0094, d4.loss_bbox: 0.7769, d4.loss_iou: 1.1540, loss: 24.0374, grad_norm: 14.5993 -2022-10-26 20:44:21,543 - mmdet - INFO - Epoch [16][1250/1849] lr: 2.000e-04, eta: 2:25:07, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9978, loss_bbox: 0.7798, loss_iou: 1.1592, d0.loss_cls: 2.0979, d0.loss_bbox: 0.8274, d0.loss_iou: 1.2140, d1.loss_cls: 2.0644, d1.loss_bbox: 0.8096, d1.loss_iou: 1.1951, d2.loss_cls: 2.0376, d2.loss_bbox: 0.7943, d2.loss_iou: 1.1762, d3.loss_cls: 2.0190, d3.loss_bbox: 0.7866, d3.loss_iou: 1.1671, d4.loss_cls: 2.0055, d4.loss_bbox: 0.7819, d4.loss_iou: 1.1621, loss: 24.0756, grad_norm: 16.2923 -2022-10-26 20:44:28,684 - mmdet - INFO - Epoch [16][1300/1849] lr: 2.000e-04, eta: 2:25:01, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 2.0021, loss_bbox: 0.7768, loss_iou: 1.1506, d0.loss_cls: 2.1001, d0.loss_bbox: 0.8263, d0.loss_iou: 1.2062, d1.loss_cls: 2.0657, d1.loss_bbox: 0.8074, d1.loss_iou: 1.1861, d2.loss_cls: 2.0366, d2.loss_bbox: 0.7920, d2.loss_iou: 1.1677, d3.loss_cls: 2.0204, d3.loss_bbox: 0.7836, d3.loss_iou: 1.1585, d4.loss_cls: 2.0092, d4.loss_bbox: 0.7791, d4.loss_iou: 1.1529, loss: 24.0212, grad_norm: 15.3101 -2022-10-26 20:44:36,014 - mmdet - INFO - Epoch [16][1350/1849] lr: 2.000e-04, eta: 2:24:55, time: 0.147, data_time: 0.005, memory: 4401, loss_cls: 1.9844, loss_bbox: 0.7772, loss_iou: 1.1523, d0.loss_cls: 2.0800, d0.loss_bbox: 0.8260, d0.loss_iou: 1.2059, d1.loss_cls: 2.0494, d1.loss_bbox: 0.8085, d1.loss_iou: 1.1883, d2.loss_cls: 2.0193, d2.loss_bbox: 0.7938, d2.loss_iou: 1.1688, d3.loss_cls: 2.0026, d3.loss_bbox: 0.7840, d3.loss_iou: 1.1596, d4.loss_cls: 1.9925, d4.loss_bbox: 0.7792, d4.loss_iou: 1.1546, loss: 23.9266, grad_norm: 15.3031 -2022-10-26 20:44:43,079 - mmdet - INFO - Epoch [16][1400/1849] lr: 2.000e-04, eta: 2:24:48, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 2.0059, loss_bbox: 0.7736, loss_iou: 1.1519, d0.loss_cls: 2.1027, d0.loss_bbox: 0.8216, d0.loss_iou: 1.2097, d1.loss_cls: 2.0732, d1.loss_bbox: 0.8036, d1.loss_iou: 1.1882, d2.loss_cls: 2.0409, d2.loss_bbox: 0.7885, d2.loss_iou: 1.1689, d3.loss_cls: 2.0239, d3.loss_bbox: 0.7799, d3.loss_iou: 1.1598, d4.loss_cls: 2.0107, d4.loss_bbox: 0.7750, d4.loss_iou: 1.1537, loss: 24.0318, grad_norm: 14.6222 -2022-10-26 20:44:50,042 - mmdet - INFO - Epoch [16][1450/1849] lr: 2.000e-04, eta: 2:24:42, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9967, loss_bbox: 0.7737, loss_iou: 1.1500, d0.loss_cls: 2.0913, d0.loss_bbox: 0.8241, d0.loss_iou: 1.2068, d1.loss_cls: 2.0659, d1.loss_bbox: 0.8052, d1.loss_iou: 1.1864, d2.loss_cls: 2.0359, d2.loss_bbox: 0.7888, d2.loss_iou: 1.1670, d3.loss_cls: 2.0168, d3.loss_bbox: 0.7798, d3.loss_iou: 1.1574, d4.loss_cls: 2.0037, d4.loss_bbox: 0.7756, d4.loss_iou: 1.1518, loss: 23.9767, grad_norm: 15.0100 -2022-10-26 20:44:57,119 - mmdet - INFO - Epoch [16][1500/1849] lr: 2.000e-04, eta: 2:24:35, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 2.0084, loss_bbox: 0.7805, loss_iou: 1.1585, d0.loss_cls: 2.1008, d0.loss_bbox: 0.8292, d0.loss_iou: 1.2167, d1.loss_cls: 2.0695, d1.loss_bbox: 0.8097, d1.loss_iou: 1.1953, d2.loss_cls: 2.0419, d2.loss_bbox: 0.7952, d2.loss_iou: 1.1753, d3.loss_cls: 2.0244, d3.loss_bbox: 0.7869, d3.loss_iou: 1.1663, d4.loss_cls: 2.0143, d4.loss_bbox: 0.7822, d4.loss_iou: 1.1605, loss: 24.1158, grad_norm: 13.9600 -2022-10-26 20:45:04,064 - mmdet - INFO - Epoch [16][1550/1849] lr: 2.000e-04, eta: 2:24:29, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 2.0031, loss_bbox: 0.7716, loss_iou: 1.1489, d0.loss_cls: 2.0982, d0.loss_bbox: 0.8187, d0.loss_iou: 1.2056, d1.loss_cls: 2.0676, d1.loss_bbox: 0.8010, d1.loss_iou: 1.1849, d2.loss_cls: 2.0390, d2.loss_bbox: 0.7863, d2.loss_iou: 1.1659, d3.loss_cls: 2.0240, d3.loss_bbox: 0.7780, d3.loss_iou: 1.1566, d4.loss_cls: 2.0099, d4.loss_bbox: 0.7732, d4.loss_iou: 1.1511, loss: 23.9838, grad_norm: 13.8910 -2022-10-26 20:45:11,177 - mmdet - INFO - Epoch [16][1600/1849] lr: 2.000e-04, eta: 2:24:22, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 2.0026, loss_bbox: 0.7784, loss_iou: 1.1535, d0.loss_cls: 2.0997, d0.loss_bbox: 0.8274, d0.loss_iou: 1.2096, d1.loss_cls: 2.0696, d1.loss_bbox: 0.8082, d1.loss_iou: 1.1894, d2.loss_cls: 2.0381, d2.loss_bbox: 0.7931, d2.loss_iou: 1.1705, d3.loss_cls: 2.0216, d3.loss_bbox: 0.7841, d3.loss_iou: 1.1614, d4.loss_cls: 2.0071, d4.loss_bbox: 0.7805, d4.loss_iou: 1.1558, loss: 24.0505, grad_norm: 14.5141 -2022-10-26 20:45:18,192 - mmdet - INFO - Epoch [16][1650/1849] lr: 2.000e-04, eta: 2:24:16, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 2.0053, loss_bbox: 0.7765, loss_iou: 1.1510, d0.loss_cls: 2.1046, d0.loss_bbox: 0.8251, d0.loss_iou: 1.2082, d1.loss_cls: 2.0718, d1.loss_bbox: 0.8052, d1.loss_iou: 1.1865, d2.loss_cls: 2.0405, d2.loss_bbox: 0.7910, d2.loss_iou: 1.1685, d3.loss_cls: 2.0238, d3.loss_bbox: 0.7820, d3.loss_iou: 1.1586, d4.loss_cls: 2.0124, d4.loss_bbox: 0.7778, d4.loss_iou: 1.1533, loss: 24.0420, grad_norm: 14.6063 -2022-10-26 20:45:25,189 - mmdet - INFO - Epoch [16][1700/1849] lr: 2.000e-04, eta: 2:24:09, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 2.0103, loss_bbox: 0.7811, loss_iou: 1.1620, d0.loss_cls: 2.1084, d0.loss_bbox: 0.8278, d0.loss_iou: 1.2160, d1.loss_cls: 2.0724, d1.loss_bbox: 0.8094, d1.loss_iou: 1.1958, d2.loss_cls: 2.0452, d2.loss_bbox: 0.7959, d2.loss_iou: 1.1776, d3.loss_cls: 2.0307, d3.loss_bbox: 0.7869, d3.loss_iou: 1.1688, d4.loss_cls: 2.0168, d4.loss_bbox: 0.7827, d4.loss_iou: 1.1640, loss: 24.1522, grad_norm: 15.5401 -2022-10-26 20:45:32,259 - mmdet - INFO - Epoch [16][1750/1849] lr: 2.000e-04, eta: 2:24:03, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 2.0103, loss_bbox: 0.7781, loss_iou: 1.1535, d0.loss_cls: 2.0998, d0.loss_bbox: 0.8269, d0.loss_iou: 1.2099, d1.loss_cls: 2.0716, d1.loss_bbox: 0.8074, d1.loss_iou: 1.1895, d2.loss_cls: 2.0435, d2.loss_bbox: 0.7932, d2.loss_iou: 1.1701, d3.loss_cls: 2.0279, d3.loss_bbox: 0.7844, d3.loss_iou: 1.1602, d4.loss_cls: 2.0148, d4.loss_bbox: 0.7801, d4.loss_iou: 1.1554, loss: 24.0765, grad_norm: 16.2567 -2022-10-26 20:45:39,313 - mmdet - INFO - Epoch [16][1800/1849] lr: 2.000e-04, eta: 2:23:56, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 2.0095, loss_bbox: 0.7777, loss_iou: 1.1553, d0.loss_cls: 2.1089, d0.loss_bbox: 0.8284, d0.loss_iou: 1.2116, d1.loss_cls: 2.0743, d1.loss_bbox: 0.8068, d1.loss_iou: 1.1912, d2.loss_cls: 2.0482, d2.loss_bbox: 0.7932, d2.loss_iou: 1.1717, d3.loss_cls: 2.0312, d3.loss_bbox: 0.7838, d3.loss_iou: 1.1625, d4.loss_cls: 2.0180, d4.loss_bbox: 0.7793, d4.loss_iou: 1.1573, loss: 24.1087, grad_norm: 15.4476 -2022-10-26 20:45:46,388 - mmdet - INFO - Saving checkpoint at 16 epochs -2022-10-26 20:45:57,233 - mmdet - INFO - Epoch [17][50/1849] lr: 2.000e-04, eta: 2:23:36, time: 0.204, data_time: 0.063, memory: 4401, loss_cls: 1.9956, loss_bbox: 0.7753, loss_iou: 1.1515, d0.loss_cls: 2.0959, d0.loss_bbox: 0.8242, d0.loss_iou: 1.2096, d1.loss_cls: 2.0631, d1.loss_bbox: 0.8062, d1.loss_iou: 1.1889, d2.loss_cls: 2.0333, d2.loss_bbox: 0.7914, d2.loss_iou: 1.1693, d3.loss_cls: 2.0172, d3.loss_bbox: 0.7818, d3.loss_iou: 1.1591, d4.loss_cls: 2.0022, d4.loss_bbox: 0.7773, d4.loss_iou: 1.1539, loss: 23.9959, grad_norm: 13.2625 -2022-10-26 20:46:04,590 - mmdet - INFO - Epoch [17][100/1849] lr: 2.000e-04, eta: 2:23:30, time: 0.147, data_time: 0.005, memory: 4401, loss_cls: 1.9852, loss_bbox: 0.7780, loss_iou: 1.1549, d0.loss_cls: 2.0846, d0.loss_bbox: 0.8255, d0.loss_iou: 1.2104, d1.loss_cls: 2.0506, d1.loss_bbox: 0.8076, d1.loss_iou: 1.1916, d2.loss_cls: 2.0202, d2.loss_bbox: 0.7928, d2.loss_iou: 1.1721, d3.loss_cls: 2.0032, d3.loss_bbox: 0.7841, d3.loss_iou: 1.1632, d4.loss_cls: 1.9902, d4.loss_bbox: 0.7799, d4.loss_iou: 1.1577, loss: 23.9517, grad_norm: 15.8088 -2022-10-26 20:46:11,841 - mmdet - INFO - Epoch [17][150/1849] lr: 2.000e-04, eta: 2:23:24, time: 0.145, data_time: 0.005, memory: 4401, loss_cls: 1.9933, loss_bbox: 0.7781, loss_iou: 1.1475, d0.loss_cls: 2.0925, d0.loss_bbox: 0.8274, d0.loss_iou: 1.2043, d1.loss_cls: 2.0622, d1.loss_bbox: 0.8089, d1.loss_iou: 1.1836, d2.loss_cls: 2.0306, d2.loss_bbox: 0.7927, d2.loss_iou: 1.1656, d3.loss_cls: 2.0147, d3.loss_bbox: 0.7841, d3.loss_iou: 1.1558, d4.loss_cls: 1.9999, d4.loss_bbox: 0.7795, d4.loss_iou: 1.1506, loss: 23.9712, grad_norm: 15.8726 -2022-10-26 20:46:19,104 - mmdet - INFO - Epoch [17][200/1849] lr: 2.000e-04, eta: 2:23:18, time: 0.145, data_time: 0.005, memory: 4401, loss_cls: 1.9941, loss_bbox: 0.7752, loss_iou: 1.1466, d0.loss_cls: 2.1000, d0.loss_bbox: 0.8245, d0.loss_iou: 1.2060, d1.loss_cls: 2.0651, d1.loss_bbox: 0.8053, d1.loss_iou: 1.1844, d2.loss_cls: 2.0341, d2.loss_bbox: 0.7903, d2.loss_iou: 1.1651, d3.loss_cls: 2.0156, d3.loss_bbox: 0.7818, d3.loss_iou: 1.1551, d4.loss_cls: 2.0013, d4.loss_bbox: 0.7771, d4.loss_iou: 1.1492, loss: 23.9709, grad_norm: 15.2901 -2022-10-26 20:46:26,047 - mmdet - INFO - Epoch [17][250/1849] lr: 2.000e-04, eta: 2:23:11, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9916, loss_bbox: 0.7778, loss_iou: 1.1544, d0.loss_cls: 2.0988, d0.loss_bbox: 0.8262, d0.loss_iou: 1.2125, d1.loss_cls: 2.0610, d1.loss_bbox: 0.8070, d1.loss_iou: 1.1906, d2.loss_cls: 2.0303, d2.loss_bbox: 0.7922, d2.loss_iou: 1.1720, d3.loss_cls: 2.0128, d3.loss_bbox: 0.7843, d3.loss_iou: 1.1618, d4.loss_cls: 2.0000, d4.loss_bbox: 0.7793, d4.loss_iou: 1.1560, loss: 24.0086, grad_norm: 17.2691 -2022-10-26 20:46:33,062 - mmdet - INFO - Epoch [17][300/1849] lr: 2.000e-04, eta: 2:23:05, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9931, loss_bbox: 0.7771, loss_iou: 1.1553, d0.loss_cls: 2.0918, d0.loss_bbox: 0.8248, d0.loss_iou: 1.2133, d1.loss_cls: 2.0587, d1.loss_bbox: 0.8065, d1.loss_iou: 1.1919, d2.loss_cls: 2.0294, d2.loss_bbox: 0.7923, d2.loss_iou: 1.1740, d3.loss_cls: 2.0100, d3.loss_bbox: 0.7835, d3.loss_iou: 1.1641, d4.loss_cls: 2.0014, d4.loss_bbox: 0.7785, d4.loss_iou: 1.1585, loss: 24.0040, grad_norm: 15.6821 -2022-10-26 20:46:40,075 - mmdet - INFO - Epoch [17][350/1849] lr: 2.000e-04, eta: 2:22:58, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9916, loss_bbox: 0.7750, loss_iou: 1.1541, d0.loss_cls: 2.0883, d0.loss_bbox: 0.8234, d0.loss_iou: 1.2098, d1.loss_cls: 2.0572, d1.loss_bbox: 0.8055, d1.loss_iou: 1.1907, d2.loss_cls: 2.0280, d2.loss_bbox: 0.7897, d2.loss_iou: 1.1703, d3.loss_cls: 2.0121, d3.loss_bbox: 0.7812, d3.loss_iou: 1.1611, d4.loss_cls: 1.9974, d4.loss_bbox: 0.7767, d4.loss_iou: 1.1563, loss: 23.9684, grad_norm: 15.7087 -2022-10-26 20:46:46,918 - mmdet - INFO - Epoch [17][400/1849] lr: 2.000e-04, eta: 2:22:51, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9816, loss_bbox: 0.7725, loss_iou: 1.1479, d0.loss_cls: 2.0790, d0.loss_bbox: 0.8222, d0.loss_iou: 1.2049, d1.loss_cls: 2.0493, d1.loss_bbox: 0.8033, d1.loss_iou: 1.1842, d2.loss_cls: 2.0188, d2.loss_bbox: 0.7877, d2.loss_iou: 1.1643, d3.loss_cls: 2.0015, d3.loss_bbox: 0.7792, d3.loss_iou: 1.1556, d4.loss_cls: 1.9891, d4.loss_bbox: 0.7750, d4.loss_iou: 1.1498, loss: 23.8658, grad_norm: 13.2899 -2022-10-26 20:46:53,857 - mmdet - INFO - Epoch [17][450/1849] lr: 2.000e-04, eta: 2:22:44, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9866, loss_bbox: 0.7733, loss_iou: 1.1487, d0.loss_cls: 2.0789, d0.loss_bbox: 0.8225, d0.loss_iou: 1.2074, d1.loss_cls: 2.0477, d1.loss_bbox: 0.8043, d1.loss_iou: 1.1861, d2.loss_cls: 2.0190, d2.loss_bbox: 0.7889, d2.loss_iou: 1.1666, d3.loss_cls: 2.0020, d3.loss_bbox: 0.7806, d3.loss_iou: 1.1569, d4.loss_cls: 1.9917, d4.loss_bbox: 0.7757, d4.loss_iou: 1.1507, loss: 23.8876, grad_norm: 15.3972 -2022-10-26 20:47:00,808 - mmdet - INFO - Epoch [17][500/1849] lr: 2.000e-04, eta: 2:22:38, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9933, loss_bbox: 0.7763, loss_iou: 1.1532, d0.loss_cls: 2.0902, d0.loss_bbox: 0.8230, d0.loss_iou: 1.2094, d1.loss_cls: 2.0574, d1.loss_bbox: 0.8062, d1.loss_iou: 1.1892, d2.loss_cls: 2.0299, d2.loss_bbox: 0.7918, d2.loss_iou: 1.1695, d3.loss_cls: 2.0118, d3.loss_bbox: 0.7823, d3.loss_iou: 1.1612, d4.loss_cls: 2.0014, d4.loss_bbox: 0.7777, d4.loss_iou: 1.1557, loss: 23.9795, grad_norm: 15.1704 -2022-10-26 20:47:07,677 - mmdet - INFO - Epoch [17][550/1849] lr: 2.000e-04, eta: 2:22:31, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9905, loss_bbox: 0.7743, loss_iou: 1.1472, d0.loss_cls: 2.0873, d0.loss_bbox: 0.8225, d0.loss_iou: 1.2048, d1.loss_cls: 2.0529, d1.loss_bbox: 0.8034, d1.loss_iou: 1.1836, d2.loss_cls: 2.0244, d2.loss_bbox: 0.7885, d2.loss_iou: 1.1645, d3.loss_cls: 2.0087, d3.loss_bbox: 0.7808, d3.loss_iou: 1.1561, d4.loss_cls: 1.9958, d4.loss_bbox: 0.7765, d4.loss_iou: 1.1506, loss: 23.9123, grad_norm: 15.2064 -2022-10-26 20:47:14,497 - mmdet - INFO - Epoch [17][600/1849] lr: 2.000e-04, eta: 2:22:24, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 2.0030, loss_bbox: 0.7723, loss_iou: 1.1478, d0.loss_cls: 2.1038, d0.loss_bbox: 0.8218, d0.loss_iou: 1.2067, d1.loss_cls: 2.0702, d1.loss_bbox: 0.8016, d1.loss_iou: 1.1846, d2.loss_cls: 2.0413, d2.loss_bbox: 0.7881, d2.loss_iou: 1.1656, d3.loss_cls: 2.0236, d3.loss_bbox: 0.7783, d3.loss_iou: 1.1559, d4.loss_cls: 2.0089, d4.loss_bbox: 0.7733, d4.loss_iou: 1.1504, loss: 23.9972, grad_norm: 14.2198 -2022-10-26 20:47:21,480 - mmdet - INFO - Epoch [17][650/1849] lr: 2.000e-04, eta: 2:22:17, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 2.0037, loss_bbox: 0.7796, loss_iou: 1.1585, d0.loss_cls: 2.1012, d0.loss_bbox: 0.8256, d0.loss_iou: 1.2137, d1.loss_cls: 2.0660, d1.loss_bbox: 0.8087, d1.loss_iou: 1.1940, d2.loss_cls: 2.0396, d2.loss_bbox: 0.7953, d2.loss_iou: 1.1751, d3.loss_cls: 2.0230, d3.loss_bbox: 0.7863, d3.loss_iou: 1.1660, d4.loss_cls: 2.0098, d4.loss_bbox: 0.7814, d4.loss_iou: 1.1610, loss: 24.0885, grad_norm: 14.1182 -2022-10-26 20:47:28,627 - mmdet - INFO - Epoch [17][700/1849] lr: 2.000e-04, eta: 2:22:11, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 2.0014, loss_bbox: 0.7782, loss_iou: 1.1551, d0.loss_cls: 2.1001, d0.loss_bbox: 0.8259, d0.loss_iou: 1.2118, d1.loss_cls: 2.0661, d1.loss_bbox: 0.8095, d1.loss_iou: 1.1905, d2.loss_cls: 2.0377, d2.loss_bbox: 0.7945, d2.loss_iou: 1.1724, d3.loss_cls: 2.0209, d3.loss_bbox: 0.7848, d3.loss_iou: 1.1628, d4.loss_cls: 2.0073, d4.loss_bbox: 0.7800, d4.loss_iou: 1.1575, loss: 24.0566, grad_norm: 16.2168 -2022-10-26 20:47:39,225 - mmdet - INFO - Epoch [17][750/1849] lr: 2.000e-04, eta: 2:22:12, time: 0.212, data_time: 0.005, memory: 4401, loss_cls: 1.9976, loss_bbox: 0.7730, loss_iou: 1.1505, d0.loss_cls: 2.0991, d0.loss_bbox: 0.8209, d0.loss_iou: 1.2078, d1.loss_cls: 2.0642, d1.loss_bbox: 0.8022, d1.loss_iou: 1.1873, d2.loss_cls: 2.0330, d2.loss_bbox: 0.7876, d2.loss_iou: 1.1671, d3.loss_cls: 2.0161, d3.loss_bbox: 0.7795, d3.loss_iou: 1.1583, d4.loss_cls: 2.0054, d4.loss_bbox: 0.7746, d4.loss_iou: 1.1531, loss: 23.9774, grad_norm: 14.5985 -2022-10-26 20:47:46,201 - mmdet - INFO - Epoch [17][800/1849] lr: 2.000e-04, eta: 2:22:05, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9993, loss_bbox: 0.7728, loss_iou: 1.1527, d0.loss_cls: 2.0986, d0.loss_bbox: 0.8212, d0.loss_iou: 1.2083, d1.loss_cls: 2.0661, d1.loss_bbox: 0.8035, d1.loss_iou: 1.1885, d2.loss_cls: 2.0376, d2.loss_bbox: 0.7883, d2.loss_iou: 1.1702, d3.loss_cls: 2.0195, d3.loss_bbox: 0.7788, d3.loss_iou: 1.1597, d4.loss_cls: 2.0066, d4.loss_bbox: 0.7746, d4.loss_iou: 1.1551, loss: 24.0016, grad_norm: 14.9820 -2022-10-26 20:47:53,268 - mmdet - INFO - Epoch [17][850/1849] lr: 2.000e-04, eta: 2:21:59, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 2.0091, loss_bbox: 0.7775, loss_iou: 1.1585, d0.loss_cls: 2.1059, d0.loss_bbox: 0.8256, d0.loss_iou: 1.2151, d1.loss_cls: 2.0744, d1.loss_bbox: 0.8081, d1.loss_iou: 1.1953, d2.loss_cls: 2.0461, d2.loss_bbox: 0.7930, d2.loss_iou: 1.1779, d3.loss_cls: 2.0281, d3.loss_bbox: 0.7837, d3.loss_iou: 1.1679, d4.loss_cls: 2.0152, d4.loss_bbox: 0.7789, d4.loss_iou: 1.1617, loss: 24.1220, grad_norm: 14.0287 -2022-10-26 20:48:00,226 - mmdet - INFO - Epoch [17][900/1849] lr: 2.000e-04, eta: 2:21:52, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 2.0034, loss_bbox: 0.7764, loss_iou: 1.1506, d0.loss_cls: 2.1024, d0.loss_bbox: 0.8259, d0.loss_iou: 1.2084, d1.loss_cls: 2.0702, d1.loss_bbox: 0.8069, d1.loss_iou: 1.1877, d2.loss_cls: 2.0411, d2.loss_bbox: 0.7923, d2.loss_iou: 1.1684, d3.loss_cls: 2.0237, d3.loss_bbox: 0.7837, d3.loss_iou: 1.1593, d4.loss_cls: 2.0111, d4.loss_bbox: 0.7786, d4.loss_iou: 1.1538, loss: 24.0439, grad_norm: 15.5342 -2022-10-26 20:48:07,282 - mmdet - INFO - Epoch [17][950/1849] lr: 2.000e-04, eta: 2:21:46, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9840, loss_bbox: 0.7741, loss_iou: 1.1465, d0.loss_cls: 2.0874, d0.loss_bbox: 0.8234, d0.loss_iou: 1.2035, d1.loss_cls: 2.0524, d1.loss_bbox: 0.8030, d1.loss_iou: 1.1827, d2.loss_cls: 2.0229, d2.loss_bbox: 0.7887, d2.loss_iou: 1.1636, d3.loss_cls: 2.0050, d3.loss_bbox: 0.7799, d3.loss_iou: 1.1542, d4.loss_cls: 1.9928, d4.loss_bbox: 0.7755, d4.loss_iou: 1.1491, loss: 23.8887, grad_norm: 15.5254 -2022-10-26 20:48:14,121 - mmdet - INFO - Epoch [17][1000/1849] lr: 2.000e-04, eta: 2:21:39, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9859, loss_bbox: 0.7721, loss_iou: 1.1495, d0.loss_cls: 2.0831, d0.loss_bbox: 0.8204, d0.loss_iou: 1.2056, d1.loss_cls: 2.0472, d1.loss_bbox: 0.8015, d1.loss_iou: 1.1852, d2.loss_cls: 2.0195, d2.loss_bbox: 0.7870, d2.loss_iou: 1.1659, d3.loss_cls: 2.0050, d3.loss_bbox: 0.7784, d3.loss_iou: 1.1571, d4.loss_cls: 1.9926, d4.loss_bbox: 0.7738, d4.loss_iou: 1.1522, loss: 23.8819, grad_norm: 16.5503 -2022-10-26 20:48:20,920 - mmdet - INFO - Epoch [17][1050/1849] lr: 2.000e-04, eta: 2:21:32, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9991, loss_bbox: 0.7726, loss_iou: 1.1487, d0.loss_cls: 2.0985, d0.loss_bbox: 0.8232, d0.loss_iou: 1.2066, d1.loss_cls: 2.0631, d1.loss_bbox: 0.8041, d1.loss_iou: 1.1868, d2.loss_cls: 2.0341, d2.loss_bbox: 0.7890, d2.loss_iou: 1.1666, d3.loss_cls: 2.0159, d3.loss_bbox: 0.7800, d3.loss_iou: 1.1568, d4.loss_cls: 2.0038, d4.loss_bbox: 0.7745, d4.loss_iou: 1.1514, loss: 23.9747, grad_norm: 15.5776 -2022-10-26 20:48:27,725 - mmdet - INFO - Epoch [17][1100/1849] lr: 2.000e-04, eta: 2:21:25, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9969, loss_bbox: 0.7776, loss_iou: 1.1516, d0.loss_cls: 2.0907, d0.loss_bbox: 0.8244, d0.loss_iou: 1.2077, d1.loss_cls: 2.0583, d1.loss_bbox: 0.8064, d1.loss_iou: 1.1872, d2.loss_cls: 2.0311, d2.loss_bbox: 0.7917, d2.loss_iou: 1.1677, d3.loss_cls: 2.0141, d3.loss_bbox: 0.7834, d3.loss_iou: 1.1599, d4.loss_cls: 2.0029, d4.loss_bbox: 0.7792, d4.loss_iou: 1.1541, loss: 23.9848, grad_norm: 16.0427 -2022-10-26 20:48:34,550 - mmdet - INFO - Epoch [17][1150/1849] lr: 2.000e-04, eta: 2:21:18, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9952, loss_bbox: 0.7719, loss_iou: 1.1450, d0.loss_cls: 2.0934, d0.loss_bbox: 0.8224, d0.loss_iou: 1.2042, d1.loss_cls: 2.0623, d1.loss_bbox: 0.8031, d1.loss_iou: 1.1831, d2.loss_cls: 2.0306, d2.loss_bbox: 0.7878, d2.loss_iou: 1.1625, d3.loss_cls: 2.0135, d3.loss_bbox: 0.7787, d3.loss_iou: 1.1532, d4.loss_cls: 2.0036, d4.loss_bbox: 0.7739, d4.loss_iou: 1.1472, loss: 23.9316, grad_norm: 14.6683 -2022-10-26 20:48:41,243 - mmdet - INFO - Epoch [17][1200/1849] lr: 2.000e-04, eta: 2:21:10, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.9870, loss_bbox: 0.7754, loss_iou: 1.1492, d0.loss_cls: 2.0858, d0.loss_bbox: 0.8225, d0.loss_iou: 1.2054, d1.loss_cls: 2.0522, d1.loss_bbox: 0.8054, d1.loss_iou: 1.1846, d2.loss_cls: 2.0221, d2.loss_bbox: 0.7904, d2.loss_iou: 1.1654, d3.loss_cls: 2.0035, d3.loss_bbox: 0.7822, d3.loss_iou: 1.1566, d4.loss_cls: 1.9930, d4.loss_bbox: 0.7773, d4.loss_iou: 1.1512, loss: 23.9091, grad_norm: 14.9310 -2022-10-26 20:48:47,826 - mmdet - INFO - Epoch [17][1250/1849] lr: 2.000e-04, eta: 2:21:03, time: 0.132, data_time: 0.004, memory: 4401, loss_cls: 1.9902, loss_bbox: 0.7720, loss_iou: 1.1480, d0.loss_cls: 2.0884, d0.loss_bbox: 0.8200, d0.loss_iou: 1.2060, d1.loss_cls: 2.0557, d1.loss_bbox: 0.8014, d1.loss_iou: 1.1839, d2.loss_cls: 2.0244, d2.loss_bbox: 0.7868, d2.loss_iou: 1.1656, d3.loss_cls: 2.0064, d3.loss_bbox: 0.7781, d3.loss_iou: 1.1564, d4.loss_cls: 1.9965, d4.loss_bbox: 0.7741, d4.loss_iou: 1.1507, loss: 23.9045, grad_norm: 13.6296 -2022-10-26 20:48:54,608 - mmdet - INFO - Epoch [17][1300/1849] lr: 2.000e-04, eta: 2:20:56, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9965, loss_bbox: 0.7730, loss_iou: 1.1484, d0.loss_cls: 2.0953, d0.loss_bbox: 0.8235, d0.loss_iou: 1.2074, d1.loss_cls: 2.0645, d1.loss_bbox: 0.8041, d1.loss_iou: 1.1847, d2.loss_cls: 2.0362, d2.loss_bbox: 0.7888, d2.loss_iou: 1.1661, d3.loss_cls: 2.0165, d3.loss_bbox: 0.7801, d3.loss_iou: 1.1562, d4.loss_cls: 2.0022, d4.loss_bbox: 0.7749, d4.loss_iou: 1.1507, loss: 23.9690, grad_norm: 14.4952 -2022-10-26 20:49:01,520 - mmdet - INFO - Epoch [17][1350/1849] lr: 2.000e-04, eta: 2:20:49, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9895, loss_bbox: 0.7748, loss_iou: 1.1509, d0.loss_cls: 2.0882, d0.loss_bbox: 0.8235, d0.loss_iou: 1.2071, d1.loss_cls: 2.0568, d1.loss_bbox: 0.8056, d1.loss_iou: 1.1877, d2.loss_cls: 2.0259, d2.loss_bbox: 0.7906, d2.loss_iou: 1.1684, d3.loss_cls: 2.0087, d3.loss_bbox: 0.7819, d3.loss_iou: 1.1595, d4.loss_cls: 1.9970, d4.loss_bbox: 0.7764, d4.loss_iou: 1.1536, loss: 23.9461, grad_norm: 15.6444 -2022-10-26 20:49:08,509 - mmdet - INFO - Epoch [17][1400/1849] lr: 2.000e-04, eta: 2:20:43, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9973, loss_bbox: 0.7763, loss_iou: 1.1534, d0.loss_cls: 2.0939, d0.loss_bbox: 0.8247, d0.loss_iou: 1.2097, d1.loss_cls: 2.0605, d1.loss_bbox: 0.8067, d1.loss_iou: 1.1891, d2.loss_cls: 2.0313, d2.loss_bbox: 0.7920, d2.loss_iou: 1.1706, d3.loss_cls: 2.0141, d3.loss_bbox: 0.7833, d3.loss_iou: 1.1609, d4.loss_cls: 2.0021, d4.loss_bbox: 0.7785, d4.loss_iou: 1.1556, loss: 23.9999, grad_norm: 15.3716 -2022-10-26 20:49:15,382 - mmdet - INFO - Epoch [17][1450/1849] lr: 2.000e-04, eta: 2:20:36, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9962, loss_bbox: 0.7764, loss_iou: 1.1498, d0.loss_cls: 2.0947, d0.loss_bbox: 0.8250, d0.loss_iou: 1.2056, d1.loss_cls: 2.0616, d1.loss_bbox: 0.8068, d1.loss_iou: 1.1857, d2.loss_cls: 2.0313, d2.loss_bbox: 0.7916, d2.loss_iou: 1.1677, d3.loss_cls: 2.0147, d3.loss_bbox: 0.7825, d3.loss_iou: 1.1582, d4.loss_cls: 2.0014, d4.loss_bbox: 0.7781, d4.loss_iou: 1.1527, loss: 23.9799, grad_norm: 15.1366 -2022-10-26 20:49:22,300 - mmdet - INFO - Epoch [17][1500/1849] lr: 2.000e-04, eta: 2:20:29, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9843, loss_bbox: 0.7717, loss_iou: 1.1491, d0.loss_cls: 2.0814, d0.loss_bbox: 0.8209, d0.loss_iou: 1.2056, d1.loss_cls: 2.0514, d1.loss_bbox: 0.8011, d1.loss_iou: 1.1854, d2.loss_cls: 2.0210, d2.loss_bbox: 0.7868, d2.loss_iou: 1.1665, d3.loss_cls: 2.0052, d3.loss_bbox: 0.7772, d3.loss_iou: 1.1577, d4.loss_cls: 1.9918, d4.loss_bbox: 0.7734, d4.loss_iou: 1.1515, loss: 23.8818, grad_norm: 14.8012 -2022-10-26 20:49:29,415 - mmdet - INFO - Epoch [17][1550/1849] lr: 2.000e-04, eta: 2:20:23, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9934, loss_bbox: 0.7732, loss_iou: 1.1457, d0.loss_cls: 2.0960, d0.loss_bbox: 0.8225, d0.loss_iou: 1.2018, d1.loss_cls: 2.0604, d1.loss_bbox: 0.8027, d1.loss_iou: 1.1818, d2.loss_cls: 2.0300, d2.loss_bbox: 0.7889, d2.loss_iou: 1.1630, d3.loss_cls: 2.0120, d3.loss_bbox: 0.7792, d3.loss_iou: 1.1540, d4.loss_cls: 1.9991, d4.loss_bbox: 0.7747, d4.loss_iou: 1.1483, loss: 23.9269, grad_norm: 15.8001 -2022-10-26 20:49:36,355 - mmdet - INFO - Epoch [17][1600/1849] lr: 2.000e-04, eta: 2:20:16, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9985, loss_bbox: 0.7784, loss_iou: 1.1538, d0.loss_cls: 2.0945, d0.loss_bbox: 0.8253, d0.loss_iou: 1.2086, d1.loss_cls: 2.0636, d1.loss_bbox: 0.8079, d1.loss_iou: 1.1889, d2.loss_cls: 2.0382, d2.loss_bbox: 0.7928, d2.loss_iou: 1.1695, d3.loss_cls: 2.0199, d3.loss_bbox: 0.7844, d3.loss_iou: 1.1608, d4.loss_cls: 2.0060, d4.loss_bbox: 0.7802, d4.loss_iou: 1.1559, loss: 24.0271, grad_norm: 15.7398 -2022-10-26 20:49:43,366 - mmdet - INFO - Epoch [17][1650/1849] lr: 2.000e-04, eta: 2:20:09, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9856, loss_bbox: 0.7737, loss_iou: 1.1478, d0.loss_cls: 2.0801, d0.loss_bbox: 0.8224, d0.loss_iou: 1.2053, d1.loss_cls: 2.0496, d1.loss_bbox: 0.8032, d1.loss_iou: 1.1838, d2.loss_cls: 2.0209, d2.loss_bbox: 0.7891, d2.loss_iou: 1.1651, d3.loss_cls: 2.0032, d3.loss_bbox: 0.7803, d3.loss_iou: 1.1551, d4.loss_cls: 1.9901, d4.loss_bbox: 0.7755, d4.loss_iou: 1.1504, loss: 23.8812, grad_norm: 16.0700 -2022-10-26 20:49:50,372 - mmdet - INFO - Epoch [17][1700/1849] lr: 2.000e-04, eta: 2:20:03, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9900, loss_bbox: 0.7767, loss_iou: 1.1482, d0.loss_cls: 2.0883, d0.loss_bbox: 0.8263, d0.loss_iou: 1.2062, d1.loss_cls: 2.0579, d1.loss_bbox: 0.8058, d1.loss_iou: 1.1841, d2.loss_cls: 2.0271, d2.loss_bbox: 0.7913, d2.loss_iou: 1.1655, d3.loss_cls: 2.0075, d3.loss_bbox: 0.7829, d3.loss_iou: 1.1570, d4.loss_cls: 1.9960, d4.loss_bbox: 0.7780, d4.loss_iou: 1.1515, loss: 23.9405, grad_norm: 16.6100 -2022-10-26 20:49:57,174 - mmdet - INFO - Epoch [17][1750/1849] lr: 2.000e-04, eta: 2:19:56, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9942, loss_bbox: 0.7782, loss_iou: 1.1535, d0.loss_cls: 2.0933, d0.loss_bbox: 0.8261, d0.loss_iou: 1.2105, d1.loss_cls: 2.0626, d1.loss_bbox: 0.8078, d1.loss_iou: 1.1900, d2.loss_cls: 2.0300, d2.loss_bbox: 0.7935, d2.loss_iou: 1.1706, d3.loss_cls: 2.0128, d3.loss_bbox: 0.7851, d3.loss_iou: 1.1617, d4.loss_cls: 2.0012, d4.loss_bbox: 0.7802, d4.loss_iou: 1.1558, loss: 24.0071, grad_norm: 15.3555 -2022-10-26 20:50:04,080 - mmdet - INFO - Epoch [17][1800/1849] lr: 2.000e-04, eta: 2:19:49, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9938, loss_bbox: 0.7763, loss_iou: 1.1492, d0.loss_cls: 2.0929, d0.loss_bbox: 0.8262, d0.loss_iou: 1.2056, d1.loss_cls: 2.0563, d1.loss_bbox: 0.8067, d1.loss_iou: 1.1851, d2.loss_cls: 2.0305, d2.loss_bbox: 0.7930, d2.loss_iou: 1.1653, d3.loss_cls: 2.0138, d3.loss_bbox: 0.7834, d3.loss_iou: 1.1567, d4.loss_cls: 1.9999, d4.loss_bbox: 0.7787, d4.loss_iou: 1.1519, loss: 23.9651, grad_norm: 14.8523 -2022-10-26 20:50:11,068 - mmdet - INFO - Saving checkpoint at 17 epochs -2022-10-26 20:50:21,841 - mmdet - INFO - Epoch [18][50/1849] lr: 2.000e-04, eta: 2:19:29, time: 0.203, data_time: 0.064, memory: 4401, loss_cls: 1.9782, loss_bbox: 0.7742, loss_iou: 1.1489, d0.loss_cls: 2.0788, d0.loss_bbox: 0.8232, d0.loss_iou: 1.2060, d1.loss_cls: 2.0457, d1.loss_bbox: 0.8057, d1.loss_iou: 1.1864, d2.loss_cls: 2.0169, d2.loss_bbox: 0.7900, d2.loss_iou: 1.1668, d3.loss_cls: 1.9976, d3.loss_bbox: 0.7816, d3.loss_iou: 1.1569, d4.loss_cls: 1.9851, d4.loss_bbox: 0.7763, d4.loss_iou: 1.1520, loss: 23.8703, grad_norm: 14.3891 -2022-10-26 20:50:28,638 - mmdet - INFO - Epoch [18][100/1849] lr: 2.000e-04, eta: 2:19:22, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9840, loss_bbox: 0.7646, loss_iou: 1.1400, d0.loss_cls: 2.0839, d0.loss_bbox: 0.8154, d0.loss_iou: 1.1991, d1.loss_cls: 2.0503, d1.loss_bbox: 0.7958, d1.loss_iou: 1.1780, d2.loss_cls: 2.0229, d2.loss_bbox: 0.7806, d2.loss_iou: 1.1574, d3.loss_cls: 2.0044, d3.loss_bbox: 0.7713, d3.loss_iou: 1.1478, d4.loss_cls: 1.9912, d4.loss_bbox: 0.7666, d4.loss_iou: 1.1424, loss: 23.7957, grad_norm: 15.0738 -2022-10-26 20:50:35,469 - mmdet - INFO - Epoch [18][150/1849] lr: 2.000e-04, eta: 2:19:15, time: 0.137, data_time: 0.006, memory: 4401, loss_cls: 1.9938, loss_bbox: 0.7777, loss_iou: 1.1504, d0.loss_cls: 2.0955, d0.loss_bbox: 0.8265, d0.loss_iou: 1.2070, d1.loss_cls: 2.0663, d1.loss_bbox: 0.8076, d1.loss_iou: 1.1873, d2.loss_cls: 2.0334, d2.loss_bbox: 0.7940, d2.loss_iou: 1.1680, d3.loss_cls: 2.0150, d3.loss_bbox: 0.7846, d3.loss_iou: 1.1593, d4.loss_cls: 2.0030, d4.loss_bbox: 0.7793, d4.loss_iou: 1.1527, loss: 24.0013, grad_norm: 15.2732 -2022-10-26 20:50:42,348 - mmdet - INFO - Epoch [18][200/1849] lr: 2.000e-04, eta: 2:19:08, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9806, loss_bbox: 0.7744, loss_iou: 1.1451, d0.loss_cls: 2.0827, d0.loss_bbox: 0.8236, d0.loss_iou: 1.2031, d1.loss_cls: 2.0474, d1.loss_bbox: 0.8050, d1.loss_iou: 1.1822, d2.loss_cls: 2.0164, d2.loss_bbox: 0.7903, d2.loss_iou: 1.1636, d3.loss_cls: 2.0018, d3.loss_bbox: 0.7810, d3.loss_iou: 1.1540, d4.loss_cls: 1.9865, d4.loss_bbox: 0.7760, d4.loss_iou: 1.1481, loss: 23.8616, grad_norm: 15.2358 -2022-10-26 20:50:49,264 - mmdet - INFO - Epoch [18][250/1849] lr: 2.000e-04, eta: 2:19:01, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9854, loss_bbox: 0.7738, loss_iou: 1.1504, d0.loss_cls: 2.0839, d0.loss_bbox: 0.8218, d0.loss_iou: 1.2078, d1.loss_cls: 2.0498, d1.loss_bbox: 0.8029, d1.loss_iou: 1.1880, d2.loss_cls: 2.0195, d2.loss_bbox: 0.7895, d2.loss_iou: 1.1675, d3.loss_cls: 2.0018, d3.loss_bbox: 0.7803, d3.loss_iou: 1.1587, d4.loss_cls: 1.9914, d4.loss_bbox: 0.7752, d4.loss_iou: 1.1529, loss: 23.9005, grad_norm: 15.3746 -2022-10-26 20:50:56,295 - mmdet - INFO - Epoch [18][300/1849] lr: 2.000e-04, eta: 2:18:54, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9924, loss_bbox: 0.7767, loss_iou: 1.1527, d0.loss_cls: 2.0900, d0.loss_bbox: 0.8236, d0.loss_iou: 1.2088, d1.loss_cls: 2.0583, d1.loss_bbox: 0.8055, d1.loss_iou: 1.1882, d2.loss_cls: 2.0297, d2.loss_bbox: 0.7914, d2.loss_iou: 1.1691, d3.loss_cls: 2.0126, d3.loss_bbox: 0.7829, d3.loss_iou: 1.1606, d4.loss_cls: 2.0018, d4.loss_bbox: 0.7785, d4.loss_iou: 1.1551, loss: 23.9779, grad_norm: 17.2120 -2022-10-26 20:51:03,596 - mmdet - INFO - Epoch [18][350/1849] lr: 2.000e-04, eta: 2:18:48, time: 0.146, data_time: 0.006, memory: 4401, loss_cls: 1.9859, loss_bbox: 0.7726, loss_iou: 1.1482, d0.loss_cls: 2.0879, d0.loss_bbox: 0.8219, d0.loss_iou: 1.2072, d1.loss_cls: 2.0515, d1.loss_bbox: 0.8028, d1.loss_iou: 1.1868, d2.loss_cls: 2.0241, d2.loss_bbox: 0.7883, d2.loss_iou: 1.1655, d3.loss_cls: 2.0062, d3.loss_bbox: 0.7799, d3.loss_iou: 1.1557, d4.loss_cls: 1.9932, d4.loss_bbox: 0.7745, d4.loss_iou: 1.1509, loss: 23.9032, grad_norm: 14.5534 -2022-10-26 20:51:10,611 - mmdet - INFO - Epoch [18][400/1849] lr: 2.000e-04, eta: 2:18:42, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9872, loss_bbox: 0.7748, loss_iou: 1.1540, d0.loss_cls: 2.0828, d0.loss_bbox: 0.8241, d0.loss_iou: 1.2116, d1.loss_cls: 2.0520, d1.loss_bbox: 0.8046, d1.loss_iou: 1.1910, d2.loss_cls: 2.0228, d2.loss_bbox: 0.7910, d2.loss_iou: 1.1720, d3.loss_cls: 2.0065, d3.loss_bbox: 0.7818, d3.loss_iou: 1.1627, d4.loss_cls: 1.9949, d4.loss_bbox: 0.7769, d4.loss_iou: 1.1567, loss: 23.9474, grad_norm: 15.8675 -2022-10-26 20:51:17,506 - mmdet - INFO - Epoch [18][450/1849] lr: 2.000e-04, eta: 2:18:35, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9936, loss_bbox: 0.7753, loss_iou: 1.1528, d0.loss_cls: 2.0955, d0.loss_bbox: 0.8227, d0.loss_iou: 1.2096, d1.loss_cls: 2.0599, d1.loss_bbox: 0.8052, d1.loss_iou: 1.1889, d2.loss_cls: 2.0268, d2.loss_bbox: 0.7907, d2.loss_iou: 1.1694, d3.loss_cls: 2.0139, d3.loss_bbox: 0.7826, d3.loss_iou: 1.1593, d4.loss_cls: 2.0003, d4.loss_bbox: 0.7770, d4.loss_iou: 1.1548, loss: 23.9782, grad_norm: 14.0707 -2022-10-26 20:51:24,429 - mmdet - INFO - Epoch [18][500/1849] lr: 2.000e-04, eta: 2:18:28, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9901, loss_bbox: 0.7718, loss_iou: 1.1463, d0.loss_cls: 2.0922, d0.loss_bbox: 0.8194, d0.loss_iou: 1.2048, d1.loss_cls: 2.0565, d1.loss_bbox: 0.8016, d1.loss_iou: 1.1832, d2.loss_cls: 2.0253, d2.loss_bbox: 0.7869, d2.loss_iou: 1.1642, d3.loss_cls: 2.0105, d3.loss_bbox: 0.7778, d3.loss_iou: 1.1551, d4.loss_cls: 1.9965, d4.loss_bbox: 0.7735, d4.loss_iou: 1.1492, loss: 23.9050, grad_norm: 15.8491 -2022-10-26 20:51:31,363 - mmdet - INFO - Epoch [18][550/1849] lr: 2.000e-04, eta: 2:18:22, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9651, loss_bbox: 0.7693, loss_iou: 1.1456, d0.loss_cls: 2.0616, d0.loss_bbox: 0.8182, d0.loss_iou: 1.2023, d1.loss_cls: 2.0305, d1.loss_bbox: 0.7995, d1.loss_iou: 1.1838, d2.loss_cls: 2.0035, d2.loss_bbox: 0.7847, d2.loss_iou: 1.1638, d3.loss_cls: 1.9850, d3.loss_bbox: 0.7757, d3.loss_iou: 1.1541, d4.loss_cls: 1.9733, d4.loss_bbox: 0.7711, d4.loss_iou: 1.1481, loss: 23.7352, grad_norm: 14.2323 -2022-10-26 20:51:38,590 - mmdet - INFO - Epoch [18][600/1849] lr: 2.000e-04, eta: 2:18:15, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.9874, loss_bbox: 0.7731, loss_iou: 1.1497, d0.loss_cls: 2.0880, d0.loss_bbox: 0.8231, d0.loss_iou: 1.2057, d1.loss_cls: 2.0523, d1.loss_bbox: 0.8034, d1.loss_iou: 1.1854, d2.loss_cls: 2.0221, d2.loss_bbox: 0.7890, d2.loss_iou: 1.1676, d3.loss_cls: 2.0066, d3.loss_bbox: 0.7797, d3.loss_iou: 1.1572, d4.loss_cls: 1.9937, d4.loss_bbox: 0.7744, d4.loss_iou: 1.1521, loss: 23.9102, grad_norm: 15.2631 -2022-10-26 20:51:45,599 - mmdet - INFO - Epoch [18][650/1849] lr: 2.000e-04, eta: 2:18:09, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9811, loss_bbox: 0.7659, loss_iou: 1.1438, d0.loss_cls: 2.0797, d0.loss_bbox: 0.8146, d0.loss_iou: 1.2018, d1.loss_cls: 2.0469, d1.loss_bbox: 0.7948, d1.loss_iou: 1.1805, d2.loss_cls: 2.0156, d2.loss_bbox: 0.7811, d2.loss_iou: 1.1616, d3.loss_cls: 2.0003, d3.loss_bbox: 0.7726, d3.loss_iou: 1.1517, d4.loss_cls: 1.9879, d4.loss_bbox: 0.7673, d4.loss_iou: 1.1468, loss: 23.7940, grad_norm: 14.6441 -2022-10-26 20:51:52,654 - mmdet - INFO - Epoch [18][700/1849] lr: 2.000e-04, eta: 2:18:02, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 2.0001, loss_bbox: 0.7698, loss_iou: 1.1470, d0.loss_cls: 2.1006, d0.loss_bbox: 0.8194, d0.loss_iou: 1.2044, d1.loss_cls: 2.0702, d1.loss_bbox: 0.8005, d1.loss_iou: 1.1858, d2.loss_cls: 2.0393, d2.loss_bbox: 0.7861, d2.loss_iou: 1.1652, d3.loss_cls: 2.0196, d3.loss_bbox: 0.7764, d3.loss_iou: 1.1554, d4.loss_cls: 2.0065, d4.loss_bbox: 0.7718, d4.loss_iou: 1.1498, loss: 23.9678, grad_norm: 16.8047 -2022-10-26 20:51:59,724 - mmdet - INFO - Epoch [18][750/1849] lr: 2.000e-04, eta: 2:17:56, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9880, loss_bbox: 0.7704, loss_iou: 1.1508, d0.loss_cls: 2.0860, d0.loss_bbox: 0.8197, d0.loss_iou: 1.2091, d1.loss_cls: 2.0539, d1.loss_bbox: 0.8019, d1.loss_iou: 1.1879, d2.loss_cls: 2.0241, d2.loss_bbox: 0.7861, d2.loss_iou: 1.1691, d3.loss_cls: 2.0083, d3.loss_bbox: 0.7774, d3.loss_iou: 1.1595, d4.loss_cls: 1.9957, d4.loss_bbox: 0.7726, d4.loss_iou: 1.1538, loss: 23.9142, grad_norm: 15.1319 -2022-10-26 20:52:06,694 - mmdet - INFO - Epoch [18][800/1849] lr: 2.000e-04, eta: 2:17:49, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9814, loss_bbox: 0.7699, loss_iou: 1.1490, d0.loss_cls: 2.0809, d0.loss_bbox: 0.8200, d0.loss_iou: 1.2079, d1.loss_cls: 2.0470, d1.loss_bbox: 0.7993, d1.loss_iou: 1.1867, d2.loss_cls: 2.0180, d2.loss_bbox: 0.7852, d2.loss_iou: 1.1673, d3.loss_cls: 2.0012, d3.loss_bbox: 0.7771, d3.loss_iou: 1.1574, d4.loss_cls: 1.9858, d4.loss_bbox: 0.7718, d4.loss_iou: 1.1513, loss: 23.8571, grad_norm: 15.5792 -2022-10-26 20:52:13,593 - mmdet - INFO - Epoch [18][850/1849] lr: 2.000e-04, eta: 2:17:42, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9906, loss_bbox: 0.7736, loss_iou: 1.1490, d0.loss_cls: 2.0930, d0.loss_bbox: 0.8218, d0.loss_iou: 1.2052, d1.loss_cls: 2.0608, d1.loss_bbox: 0.8035, d1.loss_iou: 1.1849, d2.loss_cls: 2.0273, d2.loss_bbox: 0.7892, d2.loss_iou: 1.1657, d3.loss_cls: 2.0097, d3.loss_bbox: 0.7799, d3.loss_iou: 1.1567, d4.loss_cls: 1.9978, d4.loss_bbox: 0.7754, d4.loss_iou: 1.1511, loss: 23.9352, grad_norm: 15.7721 -2022-10-26 20:52:20,573 - mmdet - INFO - Epoch [18][900/1849] lr: 2.000e-04, eta: 2:17:36, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9760, loss_bbox: 0.7727, loss_iou: 1.1482, d0.loss_cls: 2.0793, d0.loss_bbox: 0.8213, d0.loss_iou: 1.2042, d1.loss_cls: 2.0457, d1.loss_bbox: 0.8030, d1.loss_iou: 1.1835, d2.loss_cls: 2.0166, d2.loss_bbox: 0.7877, d2.loss_iou: 1.1646, d3.loss_cls: 1.9977, d3.loss_bbox: 0.7795, d3.loss_iou: 1.1556, d4.loss_cls: 1.9857, d4.loss_bbox: 0.7745, d4.loss_iou: 1.1505, loss: 23.8462, grad_norm: 16.3502 -2022-10-26 20:52:27,538 - mmdet - INFO - Epoch [18][950/1849] lr: 2.000e-04, eta: 2:17:29, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9921, loss_bbox: 0.7737, loss_iou: 1.1524, d0.loss_cls: 2.0928, d0.loss_bbox: 0.8243, d0.loss_iou: 1.2109, d1.loss_cls: 2.0589, d1.loss_bbox: 0.8050, d1.loss_iou: 1.1892, d2.loss_cls: 2.0305, d2.loss_bbox: 0.7894, d2.loss_iou: 1.1690, d3.loss_cls: 2.0133, d3.loss_bbox: 0.7811, d3.loss_iou: 1.1594, d4.loss_cls: 2.0000, d4.loss_bbox: 0.7759, d4.loss_iou: 1.1543, loss: 23.9721, grad_norm: 14.4191 -2022-10-26 20:52:34,664 - mmdet - INFO - Epoch [18][1000/1849] lr: 2.000e-04, eta: 2:17:23, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9726, loss_bbox: 0.7700, loss_iou: 1.1443, d0.loss_cls: 2.0723, d0.loss_bbox: 0.8179, d0.loss_iou: 1.2026, d1.loss_cls: 2.0364, d1.loss_bbox: 0.7996, d1.loss_iou: 1.1818, d2.loss_cls: 2.0088, d2.loss_bbox: 0.7854, d2.loss_iou: 1.1618, d3.loss_cls: 1.9932, d3.loss_bbox: 0.7758, d3.loss_iou: 1.1530, d4.loss_cls: 1.9796, d4.loss_bbox: 0.7714, d4.loss_iou: 1.1473, loss: 23.7739, grad_norm: 14.9619 -2022-10-26 20:52:41,658 - mmdet - INFO - Epoch [18][1050/1849] lr: 2.000e-04, eta: 2:17:16, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9866, loss_bbox: 0.7719, loss_iou: 1.1468, d0.loss_cls: 2.0814, d0.loss_bbox: 0.8223, d0.loss_iou: 1.2060, d1.loss_cls: 2.0500, d1.loss_bbox: 0.8027, d1.loss_iou: 1.1846, d2.loss_cls: 2.0236, d2.loss_bbox: 0.7876, d2.loss_iou: 1.1650, d3.loss_cls: 2.0046, d3.loss_bbox: 0.7787, d3.loss_iou: 1.1555, d4.loss_cls: 1.9936, d4.loss_bbox: 0.7738, d4.loss_iou: 1.1496, loss: 23.8842, grad_norm: 14.2783 -2022-10-26 20:52:48,710 - mmdet - INFO - Epoch [18][1100/1849] lr: 2.000e-04, eta: 2:17:09, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 2.0001, loss_bbox: 0.7723, loss_iou: 1.1488, d0.loss_cls: 2.0991, d0.loss_bbox: 0.8217, d0.loss_iou: 1.2075, d1.loss_cls: 2.0690, d1.loss_bbox: 0.8037, d1.loss_iou: 1.1865, d2.loss_cls: 2.0358, d2.loss_bbox: 0.7885, d2.loss_iou: 1.1673, d3.loss_cls: 2.0182, d3.loss_bbox: 0.7787, d3.loss_iou: 1.1577, d4.loss_cls: 2.0062, d4.loss_bbox: 0.7742, d4.loss_iou: 1.1520, loss: 23.9874, grad_norm: 13.6771 -2022-10-26 20:52:55,724 - mmdet - INFO - Epoch [18][1150/1849] lr: 2.000e-04, eta: 2:17:03, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9935, loss_bbox: 0.7711, loss_iou: 1.1487, d0.loss_cls: 2.0907, d0.loss_bbox: 0.8183, d0.loss_iou: 1.2064, d1.loss_cls: 2.0596, d1.loss_bbox: 0.8003, d1.loss_iou: 1.1858, d2.loss_cls: 2.0296, d2.loss_bbox: 0.7866, d2.loss_iou: 1.1652, d3.loss_cls: 2.0128, d3.loss_bbox: 0.7779, d3.loss_iou: 1.1562, d4.loss_cls: 2.0014, d4.loss_bbox: 0.7730, d4.loss_iou: 1.1511, loss: 23.9281, grad_norm: 15.5790 -2022-10-26 20:53:02,703 - mmdet - INFO - Epoch [18][1200/1849] lr: 2.000e-04, eta: 2:16:56, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9755, loss_bbox: 0.7766, loss_iou: 1.1499, d0.loss_cls: 2.0714, d0.loss_bbox: 0.8245, d0.loss_iou: 1.2066, d1.loss_cls: 2.0396, d1.loss_bbox: 0.8064, d1.loss_iou: 1.1856, d2.loss_cls: 2.0079, d2.loss_bbox: 0.7915, d2.loss_iou: 1.1668, d3.loss_cls: 1.9917, d3.loss_bbox: 0.7830, d3.loss_iou: 1.1576, d4.loss_cls: 1.9806, d4.loss_bbox: 0.7788, d4.loss_iou: 1.1524, loss: 23.8464, grad_norm: 16.2088 -2022-10-26 20:53:09,628 - mmdet - INFO - Epoch [18][1250/1849] lr: 2.000e-04, eta: 2:16:49, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9796, loss_bbox: 0.7731, loss_iou: 1.1530, d0.loss_cls: 2.0794, d0.loss_bbox: 0.8209, d0.loss_iou: 1.2107, d1.loss_cls: 2.0458, d1.loss_bbox: 0.8030, d1.loss_iou: 1.1905, d2.loss_cls: 2.0153, d2.loss_bbox: 0.7888, d2.loss_iou: 1.1707, d3.loss_cls: 1.9974, d3.loss_bbox: 0.7794, d3.loss_iou: 1.1608, d4.loss_cls: 1.9856, d4.loss_bbox: 0.7747, d4.loss_iou: 1.1552, loss: 23.8836, grad_norm: 14.5872 -2022-10-26 20:53:16,500 - mmdet - INFO - Epoch [18][1300/1849] lr: 2.000e-04, eta: 2:16:43, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9879, loss_bbox: 0.7725, loss_iou: 1.1499, d0.loss_cls: 2.0829, d0.loss_bbox: 0.8219, d0.loss_iou: 1.2077, d1.loss_cls: 2.0544, d1.loss_bbox: 0.8034, d1.loss_iou: 1.1868, d2.loss_cls: 2.0223, d2.loss_bbox: 0.7887, d2.loss_iou: 1.1688, d3.loss_cls: 2.0053, d3.loss_bbox: 0.7799, d3.loss_iou: 1.1592, d4.loss_cls: 1.9948, d4.loss_bbox: 0.7745, d4.loss_iou: 1.1526, loss: 23.9135, grad_norm: 14.0694 -2022-10-26 20:53:23,662 - mmdet - INFO - Epoch [18][1350/1849] lr: 2.000e-04, eta: 2:16:36, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 1.9981, loss_bbox: 0.7751, loss_iou: 1.1510, d0.loss_cls: 2.0964, d0.loss_bbox: 0.8241, d0.loss_iou: 1.2078, d1.loss_cls: 2.0652, d1.loss_bbox: 0.8051, d1.loss_iou: 1.1871, d2.loss_cls: 2.0360, d2.loss_bbox: 0.7908, d2.loss_iou: 1.1676, d3.loss_cls: 2.0189, d3.loss_bbox: 0.7822, d3.loss_iou: 1.1575, d4.loss_cls: 2.0038, d4.loss_bbox: 0.7766, d4.loss_iou: 1.1528, loss: 23.9962, grad_norm: 14.9905 -2022-10-26 20:53:30,755 - mmdet - INFO - Epoch [18][1400/1849] lr: 2.000e-04, eta: 2:16:30, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9953, loss_bbox: 0.7717, loss_iou: 1.1511, d0.loss_cls: 2.0899, d0.loss_bbox: 0.8211, d0.loss_iou: 1.2096, d1.loss_cls: 2.0601, d1.loss_bbox: 0.8004, d1.loss_iou: 1.1882, d2.loss_cls: 2.0318, d2.loss_bbox: 0.7871, d2.loss_iou: 1.1687, d3.loss_cls: 2.0136, d3.loss_bbox: 0.7787, d3.loss_iou: 1.1597, d4.loss_cls: 2.0019, d4.loss_bbox: 0.7737, d4.loss_iou: 1.1536, loss: 23.9562, grad_norm: 16.6211 -2022-10-26 20:53:37,533 - mmdet - INFO - Epoch [18][1450/1849] lr: 2.000e-04, eta: 2:16:23, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.9962, loss_bbox: 0.7709, loss_iou: 1.1429, d0.loss_cls: 2.0977, d0.loss_bbox: 0.8191, d0.loss_iou: 1.2006, d1.loss_cls: 2.0628, d1.loss_bbox: 0.8021, d1.loss_iou: 1.1790, d2.loss_cls: 2.0349, d2.loss_bbox: 0.7873, d2.loss_iou: 1.1600, d3.loss_cls: 2.0186, d3.loss_bbox: 0.7782, d3.loss_iou: 1.1503, d4.loss_cls: 2.0043, d4.loss_bbox: 0.7730, d4.loss_iou: 1.1454, loss: 23.9233, grad_norm: 13.7273 -2022-10-26 20:53:44,466 - mmdet - INFO - Epoch [18][1500/1849] lr: 2.000e-04, eta: 2:16:16, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 2.0043, loss_bbox: 0.7723, loss_iou: 1.1525, d0.loss_cls: 2.1007, d0.loss_bbox: 0.8199, d0.loss_iou: 1.2103, d1.loss_cls: 2.0692, d1.loss_bbox: 0.8020, d1.loss_iou: 1.1886, d2.loss_cls: 2.0386, d2.loss_bbox: 0.7867, d2.loss_iou: 1.1699, d3.loss_cls: 2.0207, d3.loss_bbox: 0.7788, d3.loss_iou: 1.1605, d4.loss_cls: 2.0103, d4.loss_bbox: 0.7742, d4.loss_iou: 1.1553, loss: 24.0147, grad_norm: 15.4561 -2022-10-26 20:53:51,496 - mmdet - INFO - Epoch [18][1550/1849] lr: 2.000e-04, eta: 2:16:09, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9920, loss_bbox: 0.7744, loss_iou: 1.1479, d0.loss_cls: 2.0951, d0.loss_bbox: 0.8240, d0.loss_iou: 1.2052, d1.loss_cls: 2.0602, d1.loss_bbox: 0.8052, d1.loss_iou: 1.1847, d2.loss_cls: 2.0324, d2.loss_bbox: 0.7911, d2.loss_iou: 1.1667, d3.loss_cls: 2.0155, d3.loss_bbox: 0.7822, d3.loss_iou: 1.1560, d4.loss_cls: 2.0000, d4.loss_bbox: 0.7767, d4.loss_iou: 1.1505, loss: 23.9596, grad_norm: 15.0187 -2022-10-26 20:53:58,537 - mmdet - INFO - Epoch [18][1600/1849] lr: 2.000e-04, eta: 2:16:03, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9849, loss_bbox: 0.7751, loss_iou: 1.1470, d0.loss_cls: 2.0843, d0.loss_bbox: 0.8249, d0.loss_iou: 1.2058, d1.loss_cls: 2.0523, d1.loss_bbox: 0.8064, d1.loss_iou: 1.1857, d2.loss_cls: 2.0243, d2.loss_bbox: 0.7917, d2.loss_iou: 1.1650, d3.loss_cls: 2.0061, d3.loss_bbox: 0.7811, d3.loss_iou: 1.1558, d4.loss_cls: 1.9911, d4.loss_bbox: 0.7769, d4.loss_iou: 1.1499, loss: 23.9084, grad_norm: 14.6425 -2022-10-26 20:54:05,730 - mmdet - INFO - Epoch [18][1650/1849] lr: 2.000e-04, eta: 2:15:57, time: 0.144, data_time: 0.004, memory: 4401, loss_cls: 1.9941, loss_bbox: 0.7748, loss_iou: 1.1483, d0.loss_cls: 2.0986, d0.loss_bbox: 0.8238, d0.loss_iou: 1.2065, d1.loss_cls: 2.0639, d1.loss_bbox: 0.8068, d1.loss_iou: 1.1861, d2.loss_cls: 2.0347, d2.loss_bbox: 0.7914, d2.loss_iou: 1.1648, d3.loss_cls: 2.0160, d3.loss_bbox: 0.7820, d3.loss_iou: 1.1563, d4.loss_cls: 2.0032, d4.loss_bbox: 0.7768, d4.loss_iou: 1.1501, loss: 23.9781, grad_norm: 13.5857 -2022-10-26 20:54:12,778 - mmdet - INFO - Epoch [18][1700/1849] lr: 2.000e-04, eta: 2:15:50, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9895, loss_bbox: 0.7708, loss_iou: 1.1485, d0.loss_cls: 2.0878, d0.loss_bbox: 0.8206, d0.loss_iou: 1.2073, d1.loss_cls: 2.0541, d1.loss_bbox: 0.8008, d1.loss_iou: 1.1867, d2.loss_cls: 2.0243, d2.loss_bbox: 0.7862, d2.loss_iou: 1.1675, d3.loss_cls: 2.0101, d3.loss_bbox: 0.7773, d3.loss_iou: 1.1569, d4.loss_cls: 1.9969, d4.loss_bbox: 0.7720, d4.loss_iou: 1.1510, loss: 23.9083, grad_norm: 14.0291 -2022-10-26 20:54:19,793 - mmdet - INFO - Epoch [18][1750/1849] lr: 2.000e-04, eta: 2:15:43, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9906, loss_bbox: 0.7670, loss_iou: 1.1421, d0.loss_cls: 2.0897, d0.loss_bbox: 0.8170, d0.loss_iou: 1.1988, d1.loss_cls: 2.0567, d1.loss_bbox: 0.7985, d1.loss_iou: 1.1784, d2.loss_cls: 2.0272, d2.loss_bbox: 0.7840, d2.loss_iou: 1.1583, d3.loss_cls: 2.0114, d3.loss_bbox: 0.7746, d3.loss_iou: 1.1497, d4.loss_cls: 1.9977, d4.loss_bbox: 0.7688, d4.loss_iou: 1.1446, loss: 23.8552, grad_norm: 14.2589 -2022-10-26 20:54:26,657 - mmdet - INFO - Epoch [18][1800/1849] lr: 2.000e-04, eta: 2:15:36, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 2.0070, loss_bbox: 0.7738, loss_iou: 1.1491, d0.loss_cls: 2.1056, d0.loss_bbox: 0.8214, d0.loss_iou: 1.2067, d1.loss_cls: 2.0716, d1.loss_bbox: 0.8019, d1.loss_iou: 1.1842, d2.loss_cls: 2.0418, d2.loss_bbox: 0.7878, d2.loss_iou: 1.1648, d3.loss_cls: 2.0236, d3.loss_bbox: 0.7797, d3.loss_iou: 1.1569, d4.loss_cls: 2.0155, d4.loss_bbox: 0.7751, d4.loss_iou: 1.1512, loss: 24.0178, grad_norm: 15.6625 -2022-10-26 20:54:33,682 - mmdet - INFO - Saving checkpoint at 18 epochs -2022-10-26 20:54:44,329 - mmdet - INFO - Epoch [19][50/1849] lr: 2.000e-04, eta: 2:15:16, time: 0.200, data_time: 0.064, memory: 4401, loss_cls: 1.9731, loss_bbox: 0.7731, loss_iou: 1.1519, d0.loss_cls: 2.0719, d0.loss_bbox: 0.8236, d0.loss_iou: 1.2104, d1.loss_cls: 2.0372, d1.loss_bbox: 0.8042, d1.loss_iou: 1.1892, d2.loss_cls: 2.0069, d2.loss_bbox: 0.7899, d2.loss_iou: 1.1698, d3.loss_cls: 1.9917, d3.loss_bbox: 0.7806, d3.loss_iou: 1.1601, d4.loss_cls: 1.9798, d4.loss_bbox: 0.7757, d4.loss_iou: 1.1542, loss: 23.8432, grad_norm: 15.0864 -2022-10-26 20:54:51,501 - mmdet - INFO - Epoch [19][100/1849] lr: 2.000e-04, eta: 2:15:10, time: 0.143, data_time: 0.006, memory: 4401, loss_cls: 1.9787, loss_bbox: 0.7691, loss_iou: 1.1482, d0.loss_cls: 2.0790, d0.loss_bbox: 0.8173, d0.loss_iou: 1.2065, d1.loss_cls: 2.0493, d1.loss_bbox: 0.7997, d1.loss_iou: 1.1854, d2.loss_cls: 2.0165, d2.loss_bbox: 0.7846, d2.loss_iou: 1.1653, d3.loss_cls: 1.9986, d3.loss_bbox: 0.7755, d3.loss_iou: 1.1560, d4.loss_cls: 1.9839, d4.loss_bbox: 0.7711, d4.loss_iou: 1.1506, loss: 23.8352, grad_norm: 14.4848 -2022-10-26 20:54:58,572 - mmdet - INFO - Epoch [19][150/1849] lr: 2.000e-04, eta: 2:15:04, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9768, loss_bbox: 0.7662, loss_iou: 1.1399, d0.loss_cls: 2.0726, d0.loss_bbox: 0.8153, d0.loss_iou: 1.1994, d1.loss_cls: 2.0421, d1.loss_bbox: 0.7967, d1.loss_iou: 1.1789, d2.loss_cls: 2.0134, d2.loss_bbox: 0.7823, d2.loss_iou: 1.1577, d3.loss_cls: 1.9958, d3.loss_bbox: 0.7728, d3.loss_iou: 1.1491, d4.loss_cls: 1.9840, d4.loss_bbox: 0.7678, d4.loss_iou: 1.1423, loss: 23.7532, grad_norm: 15.1686 -2022-10-26 20:55:05,705 - mmdet - INFO - Epoch [19][200/1849] lr: 2.000e-04, eta: 2:14:57, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9797, loss_bbox: 0.7710, loss_iou: 1.1444, d0.loss_cls: 2.0797, d0.loss_bbox: 0.8211, d0.loss_iou: 1.2031, d1.loss_cls: 2.0434, d1.loss_bbox: 0.8020, d1.loss_iou: 1.1814, d2.loss_cls: 2.0141, d2.loss_bbox: 0.7867, d2.loss_iou: 1.1622, d3.loss_cls: 1.9987, d3.loss_bbox: 0.7773, d3.loss_iou: 1.1527, d4.loss_cls: 1.9855, d4.loss_bbox: 0.7730, d4.loss_iou: 1.1473, loss: 23.8233, grad_norm: 15.2228 -2022-10-26 20:55:12,809 - mmdet - INFO - Epoch [19][250/1849] lr: 2.000e-04, eta: 2:14:51, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9715, loss_bbox: 0.7728, loss_iou: 1.1502, d0.loss_cls: 2.0752, d0.loss_bbox: 0.8219, d0.loss_iou: 1.2086, d1.loss_cls: 2.0433, d1.loss_bbox: 0.8040, d1.loss_iou: 1.1866, d2.loss_cls: 2.0092, d2.loss_bbox: 0.7885, d2.loss_iou: 1.1671, d3.loss_cls: 1.9913, d3.loss_bbox: 0.7787, d3.loss_iou: 1.1578, d4.loss_cls: 1.9773, d4.loss_bbox: 0.7745, d4.loss_iou: 1.1532, loss: 23.8316, grad_norm: 15.1432 -2022-10-26 20:55:19,910 - mmdet - INFO - Epoch [19][300/1849] lr: 2.000e-04, eta: 2:14:44, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9919, loss_bbox: 0.7686, loss_iou: 1.1466, d0.loss_cls: 2.0912, d0.loss_bbox: 0.8183, d0.loss_iou: 1.2062, d1.loss_cls: 2.0601, d1.loss_bbox: 0.7991, d1.loss_iou: 1.1849, d2.loss_cls: 2.0299, d2.loss_bbox: 0.7850, d2.loss_iou: 1.1641, d3.loss_cls: 2.0129, d3.loss_bbox: 0.7756, d3.loss_iou: 1.1549, d4.loss_cls: 1.9995, d4.loss_bbox: 0.7701, d4.loss_iou: 1.1494, loss: 23.9085, grad_norm: 14.4246 -2022-10-26 20:55:26,991 - mmdet - INFO - Epoch [19][350/1849] lr: 2.000e-04, eta: 2:14:38, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9760, loss_bbox: 0.7725, loss_iou: 1.1478, d0.loss_cls: 2.0751, d0.loss_bbox: 0.8205, d0.loss_iou: 1.2047, d1.loss_cls: 2.0414, d1.loss_bbox: 0.8032, d1.loss_iou: 1.1837, d2.loss_cls: 2.0121, d2.loss_bbox: 0.7880, d2.loss_iou: 1.1653, d3.loss_cls: 1.9958, d3.loss_bbox: 0.7797, d3.loss_iou: 1.1562, d4.loss_cls: 1.9827, d4.loss_bbox: 0.7743, d4.loss_iou: 1.1503, loss: 23.8293, grad_norm: 15.0635 -2022-10-26 20:55:34,004 - mmdet - INFO - Epoch [19][400/1849] lr: 2.000e-04, eta: 2:14:31, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9889, loss_bbox: 0.7724, loss_iou: 1.1485, d0.loss_cls: 2.0877, d0.loss_bbox: 0.8215, d0.loss_iou: 1.2047, d1.loss_cls: 2.0592, d1.loss_bbox: 0.8033, d1.loss_iou: 1.1848, d2.loss_cls: 2.0276, d2.loss_bbox: 0.7889, d2.loss_iou: 1.1659, d3.loss_cls: 2.0113, d3.loss_bbox: 0.7791, d3.loss_iou: 1.1562, d4.loss_cls: 1.9976, d4.loss_bbox: 0.7745, d4.loss_iou: 1.1506, loss: 23.9226, grad_norm: 14.8235 -2022-10-26 20:55:40,892 - mmdet - INFO - Epoch [19][450/1849] lr: 2.000e-04, eta: 2:14:24, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9879, loss_bbox: 0.7701, loss_iou: 1.1463, d0.loss_cls: 2.0892, d0.loss_bbox: 0.8180, d0.loss_iou: 1.2048, d1.loss_cls: 2.0534, d1.loss_bbox: 0.8001, d1.loss_iou: 1.1830, d2.loss_cls: 2.0238, d2.loss_bbox: 0.7857, d2.loss_iou: 1.1635, d3.loss_cls: 2.0068, d3.loss_bbox: 0.7777, d3.loss_iou: 1.1548, d4.loss_cls: 1.9940, d4.loss_bbox: 0.7720, d4.loss_iou: 1.1486, loss: 23.8795, grad_norm: 15.1740 -2022-10-26 20:55:47,870 - mmdet - INFO - Epoch [19][500/1849] lr: 2.000e-04, eta: 2:14:18, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9869, loss_bbox: 0.7692, loss_iou: 1.1426, d0.loss_cls: 2.0846, d0.loss_bbox: 0.8175, d0.loss_iou: 1.2001, d1.loss_cls: 2.0519, d1.loss_bbox: 0.7991, d1.loss_iou: 1.1796, d2.loss_cls: 2.0225, d2.loss_bbox: 0.7845, d2.loss_iou: 1.1602, d3.loss_cls: 2.0040, d3.loss_bbox: 0.7750, d3.loss_iou: 1.1502, d4.loss_cls: 1.9909, d4.loss_bbox: 0.7707, d4.loss_iou: 1.1447, loss: 23.8342, grad_norm: 14.6783 -2022-10-26 20:55:54,592 - mmdet - INFO - Epoch [19][550/1849] lr: 2.000e-04, eta: 2:14:11, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.9883, loss_bbox: 0.7662, loss_iou: 1.1424, d0.loss_cls: 2.0886, d0.loss_bbox: 0.8162, d0.loss_iou: 1.2011, d1.loss_cls: 2.0568, d1.loss_bbox: 0.7980, d1.loss_iou: 1.1808, d2.loss_cls: 2.0274, d2.loss_bbox: 0.7820, d2.loss_iou: 1.1602, d3.loss_cls: 2.0103, d3.loss_bbox: 0.7727, d3.loss_iou: 1.1503, d4.loss_cls: 1.9959, d4.loss_bbox: 0.7682, d4.loss_iou: 1.1446, loss: 23.8500, grad_norm: 16.3243 -2022-10-26 20:56:01,536 - mmdet - INFO - Epoch [19][600/1849] lr: 2.000e-04, eta: 2:14:04, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9814, loss_bbox: 0.7702, loss_iou: 1.1461, d0.loss_cls: 2.0780, d0.loss_bbox: 0.8186, d0.loss_iou: 1.2041, d1.loss_cls: 2.0484, d1.loss_bbox: 0.7996, d1.loss_iou: 1.1838, d2.loss_cls: 2.0157, d2.loss_bbox: 0.7849, d2.loss_iou: 1.1632, d3.loss_cls: 1.9971, d3.loss_bbox: 0.7765, d3.loss_iou: 1.1542, d4.loss_cls: 1.9859, d4.loss_bbox: 0.7722, d4.loss_iou: 1.1492, loss: 23.8293, grad_norm: 15.1788 -2022-10-26 20:56:08,456 - mmdet - INFO - Epoch [19][650/1849] lr: 2.000e-04, eta: 2:13:57, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9832, loss_bbox: 0.7691, loss_iou: 1.1456, d0.loss_cls: 2.0849, d0.loss_bbox: 0.8187, d0.loss_iou: 1.2040, d1.loss_cls: 2.0530, d1.loss_bbox: 0.7994, d1.loss_iou: 1.1828, d2.loss_cls: 2.0218, d2.loss_bbox: 0.7857, d2.loss_iou: 1.1635, d3.loss_cls: 2.0043, d3.loss_bbox: 0.7764, d3.loss_iou: 1.1539, d4.loss_cls: 1.9899, d4.loss_bbox: 0.7717, d4.loss_iou: 1.1479, loss: 23.8558, grad_norm: 14.5945 -2022-10-26 20:56:15,320 - mmdet - INFO - Epoch [19][700/1849] lr: 2.000e-04, eta: 2:13:50, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9906, loss_bbox: 0.7670, loss_iou: 1.1417, d0.loss_cls: 2.0908, d0.loss_bbox: 0.8171, d0.loss_iou: 1.2020, d1.loss_cls: 2.0559, d1.loss_bbox: 0.7969, d1.loss_iou: 1.1794, d2.loss_cls: 2.0262, d2.loss_bbox: 0.7822, d2.loss_iou: 1.1604, d3.loss_cls: 2.0109, d3.loss_bbox: 0.7740, d3.loss_iou: 1.1504, d4.loss_cls: 1.9979, d4.loss_bbox: 0.7688, d4.loss_iou: 1.1446, loss: 23.8571, grad_norm: 16.4551 -2022-10-26 20:56:22,217 - mmdet - INFO - Epoch [19][750/1849] lr: 2.000e-04, eta: 2:13:43, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9705, loss_bbox: 0.7723, loss_iou: 1.1475, d0.loss_cls: 2.0767, d0.loss_bbox: 0.8214, d0.loss_iou: 1.2064, d1.loss_cls: 2.0407, d1.loss_bbox: 0.8024, d1.loss_iou: 1.1849, d2.loss_cls: 2.0123, d2.loss_bbox: 0.7887, d2.loss_iou: 1.1647, d3.loss_cls: 1.9921, d3.loss_bbox: 0.7795, d3.loss_iou: 1.1553, d4.loss_cls: 1.9793, d4.loss_bbox: 0.7744, d4.loss_iou: 1.1495, loss: 23.8186, grad_norm: 15.7834 -2022-10-26 20:56:29,272 - mmdet - INFO - Epoch [19][800/1849] lr: 2.000e-04, eta: 2:13:37, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9754, loss_bbox: 0.7690, loss_iou: 1.1425, d0.loss_cls: 2.0714, d0.loss_bbox: 0.8180, d0.loss_iou: 1.2003, d1.loss_cls: 2.0415, d1.loss_bbox: 0.8000, d1.loss_iou: 1.1791, d2.loss_cls: 2.0103, d2.loss_bbox: 0.7849, d2.loss_iou: 1.1594, d3.loss_cls: 1.9954, d3.loss_bbox: 0.7758, d3.loss_iou: 1.1504, d4.loss_cls: 1.9814, d4.loss_bbox: 0.7709, d4.loss_iou: 1.1448, loss: 23.7708, grad_norm: 15.3754 -2022-10-26 20:56:36,309 - mmdet - INFO - Epoch [19][850/1849] lr: 2.000e-04, eta: 2:13:30, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9876, loss_bbox: 0.7740, loss_iou: 1.1528, d0.loss_cls: 2.0888, d0.loss_bbox: 0.8218, d0.loss_iou: 1.2097, d1.loss_cls: 2.0553, d1.loss_bbox: 0.8036, d1.loss_iou: 1.1886, d2.loss_cls: 2.0255, d2.loss_bbox: 0.7894, d2.loss_iou: 1.1700, d3.loss_cls: 2.0080, d3.loss_bbox: 0.7808, d3.loss_iou: 1.1602, d4.loss_cls: 1.9935, d4.loss_bbox: 0.7759, d4.loss_iou: 1.1544, loss: 23.9402, grad_norm: 15.7414 -2022-10-26 20:56:43,085 - mmdet - INFO - Epoch [19][900/1849] lr: 2.000e-04, eta: 2:13:23, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9816, loss_bbox: 0.7710, loss_iou: 1.1420, d0.loss_cls: 2.0773, d0.loss_bbox: 0.8205, d0.loss_iou: 1.2000, d1.loss_cls: 2.0474, d1.loss_bbox: 0.8008, d1.loss_iou: 1.1772, d2.loss_cls: 2.0192, d2.loss_bbox: 0.7866, d2.loss_iou: 1.1593, d3.loss_cls: 2.0032, d3.loss_bbox: 0.7772, d3.loss_iou: 1.1504, d4.loss_cls: 1.9910, d4.loss_bbox: 0.7728, d4.loss_iou: 1.1445, loss: 23.8220, grad_norm: 15.8346 -2022-10-26 20:56:50,004 - mmdet - INFO - Epoch [19][950/1849] lr: 2.000e-04, eta: 2:13:16, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9926, loss_bbox: 0.7703, loss_iou: 1.1463, d0.loss_cls: 2.0916, d0.loss_bbox: 0.8203, d0.loss_iou: 1.2054, d1.loss_cls: 2.0566, d1.loss_bbox: 0.8031, d1.loss_iou: 1.1836, d2.loss_cls: 2.0280, d2.loss_bbox: 0.7872, d2.loss_iou: 1.1640, d3.loss_cls: 2.0117, d3.loss_bbox: 0.7777, d3.loss_iou: 1.1549, d4.loss_cls: 1.9979, d4.loss_bbox: 0.7722, d4.loss_iou: 1.1491, loss: 23.9123, grad_norm: 15.4861 -2022-10-26 20:56:57,062 - mmdet - INFO - Epoch [19][1000/1849] lr: 2.000e-04, eta: 2:13:10, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9816, loss_bbox: 0.7710, loss_iou: 1.1453, d0.loss_cls: 2.0837, d0.loss_bbox: 0.8210, d0.loss_iou: 1.2044, d1.loss_cls: 2.0508, d1.loss_bbox: 0.8019, d1.loss_iou: 1.1825, d2.loss_cls: 2.0183, d2.loss_bbox: 0.7867, d2.loss_iou: 1.1624, d3.loss_cls: 2.0001, d3.loss_bbox: 0.7779, d3.loss_iou: 1.1522, d4.loss_cls: 1.9875, d4.loss_bbox: 0.7730, d4.loss_iou: 1.1472, loss: 23.8474, grad_norm: 15.5380 -2022-10-26 20:57:04,086 - mmdet - INFO - Epoch [19][1050/1849] lr: 2.000e-04, eta: 2:13:03, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9635, loss_bbox: 0.7657, loss_iou: 1.1430, d0.loss_cls: 2.0615, d0.loss_bbox: 0.8150, d0.loss_iou: 1.2003, d1.loss_cls: 2.0308, d1.loss_bbox: 0.7959, d1.loss_iou: 1.1803, d2.loss_cls: 2.0003, d2.loss_bbox: 0.7812, d2.loss_iou: 1.1608, d3.loss_cls: 1.9842, d3.loss_bbox: 0.7729, d3.loss_iou: 1.1517, d4.loss_cls: 1.9695, d4.loss_bbox: 0.7674, d4.loss_iou: 1.1466, loss: 23.6907, grad_norm: 15.0767 -2022-10-26 20:57:11,134 - mmdet - INFO - Epoch [19][1100/1849] lr: 2.000e-04, eta: 2:12:57, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9844, loss_bbox: 0.7724, loss_iou: 1.1470, d0.loss_cls: 2.0810, d0.loss_bbox: 0.8205, d0.loss_iou: 1.2038, d1.loss_cls: 2.0489, d1.loss_bbox: 0.8031, d1.loss_iou: 1.1832, d2.loss_cls: 2.0190, d2.loss_bbox: 0.7879, d2.loss_iou: 1.1645, d3.loss_cls: 2.0034, d3.loss_bbox: 0.7784, d3.loss_iou: 1.1548, d4.loss_cls: 1.9904, d4.loss_bbox: 0.7745, d4.loss_iou: 1.1492, loss: 23.8664, grad_norm: 15.7145 -2022-10-26 20:57:18,004 - mmdet - INFO - Epoch [19][1150/1849] lr: 2.000e-04, eta: 2:12:50, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9846, loss_bbox: 0.7731, loss_iou: 1.1482, d0.loss_cls: 2.0795, d0.loss_bbox: 0.8211, d0.loss_iou: 1.2054, d1.loss_cls: 2.0487, d1.loss_bbox: 0.8045, d1.loss_iou: 1.1856, d2.loss_cls: 2.0229, d2.loss_bbox: 0.7887, d2.loss_iou: 1.1667, d3.loss_cls: 2.0059, d3.loss_bbox: 0.7800, d3.loss_iou: 1.1561, d4.loss_cls: 1.9937, d4.loss_bbox: 0.7748, d4.loss_iou: 1.1509, loss: 23.8903, grad_norm: 15.4637 -2022-10-26 20:57:25,014 - mmdet - INFO - Epoch [19][1200/1849] lr: 2.000e-04, eta: 2:12:43, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9759, loss_bbox: 0.7651, loss_iou: 1.1428, d0.loss_cls: 2.0757, d0.loss_bbox: 0.8148, d0.loss_iou: 1.2015, d1.loss_cls: 2.0422, d1.loss_bbox: 0.7969, d1.loss_iou: 1.1817, d2.loss_cls: 2.0108, d2.loss_bbox: 0.7818, d2.loss_iou: 1.1615, d3.loss_cls: 1.9941, d3.loss_bbox: 0.7719, d3.loss_iou: 1.1510, d4.loss_cls: 1.9824, d4.loss_bbox: 0.7672, d4.loss_iou: 1.1452, loss: 23.7626, grad_norm: 14.5094 -2022-10-26 20:57:31,997 - mmdet - INFO - Epoch [19][1250/1849] lr: 2.000e-04, eta: 2:12:37, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9931, loss_bbox: 0.7703, loss_iou: 1.1503, d0.loss_cls: 2.0910, d0.loss_bbox: 0.8200, d0.loss_iou: 1.2088, d1.loss_cls: 2.0574, d1.loss_bbox: 0.8008, d1.loss_iou: 1.1869, d2.loss_cls: 2.0259, d2.loss_bbox: 0.7859, d2.loss_iou: 1.1679, d3.loss_cls: 2.0112, d3.loss_bbox: 0.7770, d3.loss_iou: 1.1588, d4.loss_cls: 2.0004, d4.loss_bbox: 0.7718, d4.loss_iou: 1.1522, loss: 23.9297, grad_norm: 14.5076 -2022-10-26 20:57:38,900 - mmdet - INFO - Epoch [19][1300/1849] lr: 2.000e-04, eta: 2:12:30, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9789, loss_bbox: 0.7715, loss_iou: 1.1447, d0.loss_cls: 2.0769, d0.loss_bbox: 0.8219, d0.loss_iou: 1.2027, d1.loss_cls: 2.0457, d1.loss_bbox: 0.8019, d1.loss_iou: 1.1822, d2.loss_cls: 2.0147, d2.loss_bbox: 0.7878, d2.loss_iou: 1.1621, d3.loss_cls: 1.9993, d3.loss_bbox: 0.7779, d3.loss_iou: 1.1535, d4.loss_cls: 1.9862, d4.loss_bbox: 0.7737, d4.loss_iou: 1.1470, loss: 23.8288, grad_norm: 14.5867 -2022-10-26 20:57:45,677 - mmdet - INFO - Epoch [19][1350/1849] lr: 2.000e-04, eta: 2:12:23, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.9791, loss_bbox: 0.7729, loss_iou: 1.1456, d0.loss_cls: 2.0762, d0.loss_bbox: 0.8222, d0.loss_iou: 1.2024, d1.loss_cls: 2.0458, d1.loss_bbox: 0.8030, d1.loss_iou: 1.1822, d2.loss_cls: 2.0152, d2.loss_bbox: 0.7880, d2.loss_iou: 1.1630, d3.loss_cls: 2.0000, d3.loss_bbox: 0.7795, d3.loss_iou: 1.1533, d4.loss_cls: 1.9876, d4.loss_bbox: 0.7749, d4.loss_iou: 1.1479, loss: 23.8389, grad_norm: 14.7496 -2022-10-26 20:57:52,578 - mmdet - INFO - Epoch [19][1400/1849] lr: 2.000e-04, eta: 2:12:16, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9922, loss_bbox: 0.7715, loss_iou: 1.1507, d0.loss_cls: 2.0883, d0.loss_bbox: 0.8207, d0.loss_iou: 1.2104, d1.loss_cls: 2.0573, d1.loss_bbox: 0.8022, d1.loss_iou: 1.1878, d2.loss_cls: 2.0270, d2.loss_bbox: 0.7873, d2.loss_iou: 1.1676, d3.loss_cls: 2.0114, d3.loss_bbox: 0.7793, d3.loss_iou: 1.1579, d4.loss_cls: 1.9986, d4.loss_bbox: 0.7735, d4.loss_iou: 1.1530, loss: 23.9368, grad_norm: 15.8101 -2022-10-26 20:57:59,564 - mmdet - INFO - Epoch [19][1450/1849] lr: 2.000e-04, eta: 2:12:09, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9943, loss_bbox: 0.7707, loss_iou: 1.1417, d0.loss_cls: 2.0887, d0.loss_bbox: 0.8206, d0.loss_iou: 1.1997, d1.loss_cls: 2.0591, d1.loss_bbox: 0.8017, d1.loss_iou: 1.1784, d2.loss_cls: 2.0271, d2.loss_bbox: 0.7866, d2.loss_iou: 1.1597, d3.loss_cls: 2.0120, d3.loss_bbox: 0.7779, d3.loss_iou: 1.1503, d4.loss_cls: 2.0009, d4.loss_bbox: 0.7724, d4.loss_iou: 1.1442, loss: 23.8859, grad_norm: 14.2085 -2022-10-26 20:58:06,660 - mmdet - INFO - Epoch [19][1500/1849] lr: 2.000e-04, eta: 2:12:03, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9932, loss_bbox: 0.7688, loss_iou: 1.1466, d0.loss_cls: 2.0921, d0.loss_bbox: 0.8181, d0.loss_iou: 1.2055, d1.loss_cls: 2.0588, d1.loss_bbox: 0.7998, d1.loss_iou: 1.1855, d2.loss_cls: 2.0276, d2.loss_bbox: 0.7851, d2.loss_iou: 1.1652, d3.loss_cls: 2.0112, d3.loss_bbox: 0.7759, d3.loss_iou: 1.1542, d4.loss_cls: 1.9986, d4.loss_bbox: 0.7708, d4.loss_iou: 1.1489, loss: 23.9059, grad_norm: 14.8118 -2022-10-26 20:58:13,448 - mmdet - INFO - Epoch [19][1550/1849] lr: 2.000e-04, eta: 2:11:56, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9918, loss_bbox: 0.7686, loss_iou: 1.1412, d0.loss_cls: 2.0945, d0.loss_bbox: 0.8162, d0.loss_iou: 1.2000, d1.loss_cls: 2.0592, d1.loss_bbox: 0.7994, d1.loss_iou: 1.1797, d2.loss_cls: 2.0306, d2.loss_bbox: 0.7843, d2.loss_iou: 1.1605, d3.loss_cls: 2.0126, d3.loss_bbox: 0.7749, d3.loss_iou: 1.1501, d4.loss_cls: 1.9999, d4.loss_bbox: 0.7702, d4.loss_iou: 1.1438, loss: 23.8773, grad_norm: 15.0452 -2022-10-26 20:58:20,313 - mmdet - INFO - Epoch [19][1600/1849] lr: 2.000e-04, eta: 2:11:49, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9841, loss_bbox: 0.7614, loss_iou: 1.1381, d0.loss_cls: 2.0826, d0.loss_bbox: 0.8137, d0.loss_iou: 1.1982, d1.loss_cls: 2.0507, d1.loss_bbox: 0.7936, d1.loss_iou: 1.1757, d2.loss_cls: 2.0207, d2.loss_bbox: 0.7784, d2.loss_iou: 1.1562, d3.loss_cls: 2.0030, d3.loss_bbox: 0.7689, d3.loss_iou: 1.1466, d4.loss_cls: 1.9913, d4.loss_bbox: 0.7629, d4.loss_iou: 1.1405, loss: 23.7668, grad_norm: 15.6429 -2022-10-26 20:58:27,058 - mmdet - INFO - Epoch [19][1650/1849] lr: 2.000e-04, eta: 2:11:42, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.9881, loss_bbox: 0.7786, loss_iou: 1.1491, d0.loss_cls: 2.0870, d0.loss_bbox: 0.8266, d0.loss_iou: 1.2071, d1.loss_cls: 2.0541, d1.loss_bbox: 0.8095, d1.loss_iou: 1.1877, d2.loss_cls: 2.0234, d2.loss_bbox: 0.7946, d2.loss_iou: 1.1676, d3.loss_cls: 2.0063, d3.loss_bbox: 0.7855, d3.loss_iou: 1.1578, d4.loss_cls: 1.9957, d4.loss_bbox: 0.7801, d4.loss_iou: 1.1522, loss: 23.9511, grad_norm: 16.9480 -2022-10-26 20:58:34,046 - mmdet - INFO - Epoch [19][1700/1849] lr: 2.000e-04, eta: 2:11:35, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9698, loss_bbox: 0.7698, loss_iou: 1.1408, d0.loss_cls: 2.0670, d0.loss_bbox: 0.8188, d0.loss_iou: 1.2006, d1.loss_cls: 2.0363, d1.loss_bbox: 0.8014, d1.loss_iou: 1.1790, d2.loss_cls: 2.0073, d2.loss_bbox: 0.7860, d2.loss_iou: 1.1587, d3.loss_cls: 1.9879, d3.loss_bbox: 0.7771, d3.loss_iou: 1.1495, d4.loss_cls: 1.9781, d4.loss_bbox: 0.7716, d4.loss_iou: 1.1430, loss: 23.7428, grad_norm: 15.7705 -2022-10-26 20:58:41,197 - mmdet - INFO - Epoch [19][1750/1849] lr: 2.000e-04, eta: 2:11:29, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 1.9908, loss_bbox: 0.7702, loss_iou: 1.1424, d0.loss_cls: 2.0851, d0.loss_bbox: 0.8190, d0.loss_iou: 1.2006, d1.loss_cls: 2.0578, d1.loss_bbox: 0.8009, d1.loss_iou: 1.1802, d2.loss_cls: 2.0292, d2.loss_bbox: 0.7866, d2.loss_iou: 1.1595, d3.loss_cls: 2.0141, d3.loss_bbox: 0.7776, d3.loss_iou: 1.1508, d4.loss_cls: 1.9990, d4.loss_bbox: 0.7722, d4.loss_iou: 1.1444, loss: 23.8804, grad_norm: 14.1256 -2022-10-26 20:58:48,083 - mmdet - INFO - Epoch [19][1800/1849] lr: 2.000e-04, eta: 2:11:22, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9968, loss_bbox: 0.7677, loss_iou: 1.1427, d0.loss_cls: 2.0952, d0.loss_bbox: 0.8174, d0.loss_iou: 1.2014, d1.loss_cls: 2.0618, d1.loss_bbox: 0.7991, d1.loss_iou: 1.1815, d2.loss_cls: 2.0312, d2.loss_bbox: 0.7842, d2.loss_iou: 1.1617, d3.loss_cls: 2.0166, d3.loss_bbox: 0.7744, d3.loss_iou: 1.1514, d4.loss_cls: 2.0054, d4.loss_bbox: 0.7697, d4.loss_iou: 1.1453, loss: 23.9038, grad_norm: 15.3187 -2022-10-26 20:58:55,030 - mmdet - INFO - Saving checkpoint at 19 epochs -2022-10-26 20:59:05,602 - mmdet - INFO - Epoch [20][50/1849] lr: 2.000e-04, eta: 2:11:02, time: 0.199, data_time: 0.064, memory: 4401, loss_cls: 1.9656, loss_bbox: 0.7695, loss_iou: 1.1463, d0.loss_cls: 2.0693, d0.loss_bbox: 0.8189, d0.loss_iou: 1.2039, d1.loss_cls: 2.0334, d1.loss_bbox: 0.8006, d1.loss_iou: 1.1832, d2.loss_cls: 2.0028, d2.loss_bbox: 0.7853, d2.loss_iou: 1.1637, d3.loss_cls: 1.9867, d3.loss_bbox: 0.7763, d3.loss_iou: 1.1544, d4.loss_cls: 1.9739, d4.loss_bbox: 0.7714, d4.loss_iou: 1.1484, loss: 23.7537, grad_norm: 17.7138 -2022-10-26 20:59:12,639 - mmdet - INFO - Epoch [20][100/1849] lr: 2.000e-04, eta: 2:10:56, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9701, loss_bbox: 0.7721, loss_iou: 1.1471, d0.loss_cls: 2.0724, d0.loss_bbox: 0.8208, d0.loss_iou: 1.2058, d1.loss_cls: 2.0394, d1.loss_bbox: 0.8029, d1.loss_iou: 1.1849, d2.loss_cls: 2.0091, d2.loss_bbox: 0.7882, d2.loss_iou: 1.1656, d3.loss_cls: 1.9908, d3.loss_bbox: 0.7795, d3.loss_iou: 1.1563, d4.loss_cls: 1.9770, d4.loss_bbox: 0.7741, d4.loss_iou: 1.1507, loss: 23.8069, grad_norm: 15.7710 -2022-10-26 20:59:19,488 - mmdet - INFO - Epoch [20][150/1849] lr: 2.000e-04, eta: 2:10:49, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9868, loss_bbox: 0.7677, loss_iou: 1.1412, d0.loss_cls: 2.0927, d0.loss_bbox: 0.8168, d0.loss_iou: 1.1996, d1.loss_cls: 2.0553, d1.loss_bbox: 0.7982, d1.loss_iou: 1.1793, d2.loss_cls: 2.0285, d2.loss_bbox: 0.7839, d2.loss_iou: 1.1586, d3.loss_cls: 2.0098, d3.loss_bbox: 0.7751, d3.loss_iou: 1.1495, d4.loss_cls: 1.9952, d4.loss_bbox: 0.7697, d4.loss_iou: 1.1430, loss: 23.8508, grad_norm: 14.0689 -2022-10-26 20:59:26,347 - mmdet - INFO - Epoch [20][200/1849] lr: 2.000e-04, eta: 2:10:42, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9851, loss_bbox: 0.7720, loss_iou: 1.1451, d0.loss_cls: 2.0836, d0.loss_bbox: 0.8211, d0.loss_iou: 1.2024, d1.loss_cls: 2.0543, d1.loss_bbox: 0.8030, d1.loss_iou: 1.1816, d2.loss_cls: 2.0259, d2.loss_bbox: 0.7894, d2.loss_iou: 1.1632, d3.loss_cls: 2.0063, d3.loss_bbox: 0.7797, d3.loss_iou: 1.1526, d4.loss_cls: 1.9932, d4.loss_bbox: 0.7740, d4.loss_iou: 1.1474, loss: 23.8798, grad_norm: 14.4618 -2022-10-26 20:59:33,438 - mmdet - INFO - Epoch [20][250/1849] lr: 2.000e-04, eta: 2:10:35, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9754, loss_bbox: 0.7674, loss_iou: 1.1440, d0.loss_cls: 2.0748, d0.loss_bbox: 0.8155, d0.loss_iou: 1.2008, d1.loss_cls: 2.0408, d1.loss_bbox: 0.7973, d1.loss_iou: 1.1803, d2.loss_cls: 2.0108, d2.loss_bbox: 0.7829, d2.loss_iou: 1.1609, d3.loss_cls: 1.9940, d3.loss_bbox: 0.7746, d3.loss_iou: 1.1520, d4.loss_cls: 1.9821, d4.loss_bbox: 0.7693, d4.loss_iou: 1.1463, loss: 23.7691, grad_norm: 15.2338 -2022-10-26 20:59:40,382 - mmdet - INFO - Epoch [20][300/1849] lr: 2.000e-04, eta: 2:10:29, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9715, loss_bbox: 0.7687, loss_iou: 1.1400, d0.loss_cls: 2.0711, d0.loss_bbox: 0.8187, d0.loss_iou: 1.2001, d1.loss_cls: 2.0398, d1.loss_bbox: 0.8005, d1.loss_iou: 1.1786, d2.loss_cls: 2.0087, d2.loss_bbox: 0.7857, d2.loss_iou: 1.1593, d3.loss_cls: 1.9927, d3.loss_bbox: 0.7760, d3.loss_iou: 1.1492, d4.loss_cls: 1.9785, d4.loss_bbox: 0.7708, d4.loss_iou: 1.1426, loss: 23.7524, grad_norm: 15.7012 -2022-10-26 20:59:47,335 - mmdet - INFO - Epoch [20][350/1849] lr: 2.000e-04, eta: 2:10:22, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9732, loss_bbox: 0.7670, loss_iou: 1.1434, d0.loss_cls: 2.0709, d0.loss_bbox: 0.8166, d0.loss_iou: 1.2044, d1.loss_cls: 2.0419, d1.loss_bbox: 0.7978, d1.loss_iou: 1.1831, d2.loss_cls: 2.0085, d2.loss_bbox: 0.7836, d2.loss_iou: 1.1629, d3.loss_cls: 1.9933, d3.loss_bbox: 0.7745, d3.loss_iou: 1.1515, d4.loss_cls: 1.9801, d4.loss_bbox: 0.7687, d4.loss_iou: 1.1464, loss: 23.7679, grad_norm: 14.5556 -2022-10-26 20:59:54,425 - mmdet - INFO - Epoch [20][400/1849] lr: 2.000e-04, eta: 2:10:16, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9664, loss_bbox: 0.7698, loss_iou: 1.1442, d0.loss_cls: 2.0673, d0.loss_bbox: 0.8201, d0.loss_iou: 1.2019, d1.loss_cls: 2.0322, d1.loss_bbox: 0.8026, d1.loss_iou: 1.1808, d2.loss_cls: 2.0027, d2.loss_bbox: 0.7865, d2.loss_iou: 1.1610, d3.loss_cls: 1.9840, d3.loss_bbox: 0.7768, d3.loss_iou: 1.1516, d4.loss_cls: 1.9718, d4.loss_bbox: 0.7717, d4.loss_iou: 1.1464, loss: 23.7378, grad_norm: 15.6047 -2022-10-26 21:00:01,112 - mmdet - INFO - Epoch [20][450/1849] lr: 2.000e-04, eta: 2:10:08, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.9709, loss_bbox: 0.7705, loss_iou: 1.1469, d0.loss_cls: 2.0693, d0.loss_bbox: 0.8203, d0.loss_iou: 1.2055, d1.loss_cls: 2.0371, d1.loss_bbox: 0.8018, d1.loss_iou: 1.1852, d2.loss_cls: 2.0084, d2.loss_bbox: 0.7875, d2.loss_iou: 1.1653, d3.loss_cls: 1.9909, d3.loss_bbox: 0.7772, d3.loss_iou: 1.1553, d4.loss_cls: 1.9766, d4.loss_bbox: 0.7724, d4.loss_iou: 1.1494, loss: 23.7906, grad_norm: 15.6570 -2022-10-26 21:00:08,138 - mmdet - INFO - Epoch [20][500/1849] lr: 2.000e-04, eta: 2:10:02, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9829, loss_bbox: 0.7691, loss_iou: 1.1452, d0.loss_cls: 2.0833, d0.loss_bbox: 0.8193, d0.loss_iou: 1.2036, d1.loss_cls: 2.0525, d1.loss_bbox: 0.8001, d1.loss_iou: 1.1820, d2.loss_cls: 2.0180, d2.loss_bbox: 0.7858, d2.loss_iou: 1.1628, d3.loss_cls: 2.0018, d3.loss_bbox: 0.7764, d3.loss_iou: 1.1535, d4.loss_cls: 1.9906, d4.loss_bbox: 0.7715, d4.loss_iou: 1.1481, loss: 23.8466, grad_norm: 14.9558 -2022-10-26 21:00:14,931 - mmdet - INFO - Epoch [20][550/1849] lr: 2.000e-04, eta: 2:09:55, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9720, loss_bbox: 0.7686, loss_iou: 1.1434, d0.loss_cls: 2.0715, d0.loss_bbox: 0.8176, d0.loss_iou: 1.2034, d1.loss_cls: 2.0380, d1.loss_bbox: 0.7993, d1.loss_iou: 1.1816, d2.loss_cls: 2.0090, d2.loss_bbox: 0.7844, d2.loss_iou: 1.1622, d3.loss_cls: 1.9912, d3.loss_bbox: 0.7752, d3.loss_iou: 1.1516, d4.loss_cls: 1.9792, d4.loss_bbox: 0.7702, d4.loss_iou: 1.1461, loss: 23.7646, grad_norm: 15.5554 -2022-10-26 21:00:21,909 - mmdet - INFO - Epoch [20][600/1849] lr: 2.000e-04, eta: 2:09:48, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9804, loss_bbox: 0.7639, loss_iou: 1.1392, d0.loss_cls: 2.0804, d0.loss_bbox: 0.8152, d0.loss_iou: 1.2001, d1.loss_cls: 2.0464, d1.loss_bbox: 0.7963, d1.loss_iou: 1.1769, d2.loss_cls: 2.0176, d2.loss_bbox: 0.7802, d2.loss_iou: 1.1574, d3.loss_cls: 2.0008, d3.loss_bbox: 0.7713, d3.loss_iou: 1.1478, d4.loss_cls: 1.9866, d4.loss_bbox: 0.7658, d4.loss_iou: 1.1420, loss: 23.7685, grad_norm: 14.8330 -2022-10-26 21:00:28,856 - mmdet - INFO - Epoch [20][650/1849] lr: 2.000e-04, eta: 2:09:41, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9616, loss_bbox: 0.7648, loss_iou: 1.1365, d0.loss_cls: 2.0615, d0.loss_bbox: 0.8147, d0.loss_iou: 1.1943, d1.loss_cls: 2.0288, d1.loss_bbox: 0.7965, d1.loss_iou: 1.1740, d2.loss_cls: 1.9995, d2.loss_bbox: 0.7803, d2.loss_iou: 1.1546, d3.loss_cls: 1.9813, d3.loss_bbox: 0.7719, d3.loss_iou: 1.1447, d4.loss_cls: 1.9677, d4.loss_bbox: 0.7670, d4.loss_iou: 1.1389, loss: 23.6389, grad_norm: 15.0845 -2022-10-26 21:00:35,673 - mmdet - INFO - Epoch [20][700/1849] lr: 2.000e-04, eta: 2:09:34, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9603, loss_bbox: 0.7691, loss_iou: 1.1424, d0.loss_cls: 2.0627, d0.loss_bbox: 0.8177, d0.loss_iou: 1.2025, d1.loss_cls: 2.0287, d1.loss_bbox: 0.7989, d1.loss_iou: 1.1811, d2.loss_cls: 1.9984, d2.loss_bbox: 0.7835, d2.loss_iou: 1.1601, d3.loss_cls: 1.9807, d3.loss_bbox: 0.7752, d3.loss_iou: 1.1505, d4.loss_cls: 1.9676, d4.loss_bbox: 0.7703, d4.loss_iou: 1.1453, loss: 23.6952, grad_norm: 14.9403 -2022-10-26 21:00:42,519 - mmdet - INFO - Epoch [20][750/1849] lr: 2.000e-04, eta: 2:09:27, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9922, loss_bbox: 0.7692, loss_iou: 1.1457, d0.loss_cls: 2.0920, d0.loss_bbox: 0.8186, d0.loss_iou: 1.2051, d1.loss_cls: 2.0608, d1.loss_bbox: 0.8008, d1.loss_iou: 1.1828, d2.loss_cls: 2.0305, d2.loss_bbox: 0.7857, d2.loss_iou: 1.1641, d3.loss_cls: 2.0119, d3.loss_bbox: 0.7764, d3.loss_iou: 1.1542, d4.loss_cls: 1.9980, d4.loss_bbox: 0.7714, d4.loss_iou: 1.1487, loss: 23.9082, grad_norm: 13.9514 -2022-10-26 21:00:49,429 - mmdet - INFO - Epoch [20][800/1849] lr: 2.000e-04, eta: 2:09:21, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9818, loss_bbox: 0.7653, loss_iou: 1.1432, d0.loss_cls: 2.0837, d0.loss_bbox: 0.8147, d0.loss_iou: 1.2019, d1.loss_cls: 2.0501, d1.loss_bbox: 0.7964, d1.loss_iou: 1.1800, d2.loss_cls: 2.0204, d2.loss_bbox: 0.7813, d2.loss_iou: 1.1610, d3.loss_cls: 2.0041, d3.loss_bbox: 0.7724, d3.loss_iou: 1.1507, d4.loss_cls: 1.9903, d4.loss_bbox: 0.7675, d4.loss_iou: 1.1449, loss: 23.8097, grad_norm: 14.8064 -2022-10-26 21:00:56,347 - mmdet - INFO - Epoch [20][850/1849] lr: 2.000e-04, eta: 2:09:14, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9790, loss_bbox: 0.7650, loss_iou: 1.1419, d0.loss_cls: 2.0813, d0.loss_bbox: 0.8154, d0.loss_iou: 1.2018, d1.loss_cls: 2.0479, d1.loss_bbox: 0.7970, d1.loss_iou: 1.1797, d2.loss_cls: 2.0170, d2.loss_bbox: 0.7809, d2.loss_iou: 1.1597, d3.loss_cls: 1.9979, d3.loss_bbox: 0.7721, d3.loss_iou: 1.1503, d4.loss_cls: 1.9837, d4.loss_bbox: 0.7672, d4.loss_iou: 1.1442, loss: 23.7820, grad_norm: 14.7062 -2022-10-26 21:01:03,410 - mmdet - INFO - Epoch [20][900/1849] lr: 2.000e-04, eta: 2:09:07, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9599, loss_bbox: 0.7635, loss_iou: 1.1404, d0.loss_cls: 2.0613, d0.loss_bbox: 0.8133, d0.loss_iou: 1.2007, d1.loss_cls: 2.0292, d1.loss_bbox: 0.7949, d1.loss_iou: 1.1785, d2.loss_cls: 2.0002, d2.loss_bbox: 0.7799, d2.loss_iou: 1.1581, d3.loss_cls: 1.9817, d3.loss_bbox: 0.7708, d3.loss_iou: 1.1486, d4.loss_cls: 1.9668, d4.loss_bbox: 0.7656, d4.loss_iou: 1.1433, loss: 23.6568, grad_norm: 14.8302 -2022-10-26 21:01:10,014 - mmdet - INFO - Epoch [20][950/1849] lr: 2.000e-04, eta: 2:09:00, time: 0.132, data_time: 0.005, memory: 4401, loss_cls: 1.9758, loss_bbox: 0.7690, loss_iou: 1.1366, d0.loss_cls: 2.0762, d0.loss_bbox: 0.8199, d0.loss_iou: 1.1965, d1.loss_cls: 2.0395, d1.loss_bbox: 0.7995, d1.loss_iou: 1.1759, d2.loss_cls: 2.0107, d2.loss_bbox: 0.7852, d2.loss_iou: 1.1554, d3.loss_cls: 1.9933, d3.loss_bbox: 0.7755, d3.loss_iou: 1.1461, d4.loss_cls: 1.9813, d4.loss_bbox: 0.7705, d4.loss_iou: 1.1399, loss: 23.7468, grad_norm: 14.5652 -2022-10-26 21:01:16,864 - mmdet - INFO - Epoch [20][1000/1849] lr: 2.000e-04, eta: 2:08:53, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9700, loss_bbox: 0.7668, loss_iou: 1.1428, d0.loss_cls: 2.0674, d0.loss_bbox: 0.8165, d0.loss_iou: 1.2016, d1.loss_cls: 2.0382, d1.loss_bbox: 0.7983, d1.loss_iou: 1.1808, d2.loss_cls: 2.0077, d2.loss_bbox: 0.7832, d2.loss_iou: 1.1619, d3.loss_cls: 1.9900, d3.loss_bbox: 0.7742, d3.loss_iou: 1.1512, d4.loss_cls: 1.9758, d4.loss_bbox: 0.7689, d4.loss_iou: 1.1456, loss: 23.7410, grad_norm: 15.9148 -2022-10-26 21:01:23,457 - mmdet - INFO - Epoch [20][1050/1849] lr: 2.000e-04, eta: 2:08:46, time: 0.132, data_time: 0.005, memory: 4401, loss_cls: 1.9773, loss_bbox: 0.7667, loss_iou: 1.1421, d0.loss_cls: 2.0822, d0.loss_bbox: 0.8176, d0.loss_iou: 1.2018, d1.loss_cls: 2.0476, d1.loss_bbox: 0.7993, d1.loss_iou: 1.1815, d2.loss_cls: 2.0177, d2.loss_bbox: 0.7845, d2.loss_iou: 1.1610, d3.loss_cls: 1.9997, d3.loss_bbox: 0.7741, d3.loss_iou: 1.1511, d4.loss_cls: 1.9852, d4.loss_bbox: 0.7689, d4.loss_iou: 1.1451, loss: 23.8035, grad_norm: 15.5786 -2022-10-26 21:01:30,279 - mmdet - INFO - Epoch [20][1100/1849] lr: 2.000e-04, eta: 2:08:39, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9692, loss_bbox: 0.7712, loss_iou: 1.1461, d0.loss_cls: 2.0675, d0.loss_bbox: 0.8214, d0.loss_iou: 1.2048, d1.loss_cls: 2.0354, d1.loss_bbox: 0.8020, d1.loss_iou: 1.1827, d2.loss_cls: 2.0073, d2.loss_bbox: 0.7870, d2.loss_iou: 1.1641, d3.loss_cls: 1.9912, d3.loss_bbox: 0.7774, d3.loss_iou: 1.1543, d4.loss_cls: 1.9754, d4.loss_bbox: 0.7728, d4.loss_iou: 1.1487, loss: 23.7785, grad_norm: 14.5667 -2022-10-26 21:01:37,479 - mmdet - INFO - Epoch [20][1150/1849] lr: 2.000e-04, eta: 2:08:33, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.9678, loss_bbox: 0.7712, loss_iou: 1.1469, d0.loss_cls: 2.0689, d0.loss_bbox: 0.8231, d0.loss_iou: 1.2065, d1.loss_cls: 2.0339, d1.loss_bbox: 0.8021, d1.loss_iou: 1.1845, d2.loss_cls: 2.0039, d2.loss_bbox: 0.7873, d2.loss_iou: 1.1646, d3.loss_cls: 1.9852, d3.loss_bbox: 0.7783, d3.loss_iou: 1.1553, d4.loss_cls: 1.9730, d4.loss_bbox: 0.7734, d4.loss_iou: 1.1492, loss: 23.7751, grad_norm: 15.1474 -2022-10-26 21:01:44,367 - mmdet - INFO - Epoch [20][1200/1849] lr: 2.000e-04, eta: 2:08:26, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9861, loss_bbox: 0.7685, loss_iou: 1.1465, d0.loss_cls: 2.0849, d0.loss_bbox: 0.8179, d0.loss_iou: 1.2038, d1.loss_cls: 2.0511, d1.loss_bbox: 0.8012, d1.loss_iou: 1.1845, d2.loss_cls: 2.0223, d2.loss_bbox: 0.7854, d2.loss_iou: 1.1641, d3.loss_cls: 2.0041, d3.loss_bbox: 0.7767, d3.loss_iou: 1.1553, d4.loss_cls: 1.9923, d4.loss_bbox: 0.7706, d4.loss_iou: 1.1499, loss: 23.8652, grad_norm: 14.1536 -2022-10-26 21:01:51,317 - mmdet - INFO - Epoch [20][1250/1849] lr: 2.000e-04, eta: 2:08:19, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9854, loss_bbox: 0.7673, loss_iou: 1.1459, d0.loss_cls: 2.0851, d0.loss_bbox: 0.8164, d0.loss_iou: 1.2047, d1.loss_cls: 2.0520, d1.loss_bbox: 0.7988, d1.loss_iou: 1.1836, d2.loss_cls: 2.0205, d2.loss_bbox: 0.7841, d2.loss_iou: 1.1639, d3.loss_cls: 2.0060, d3.loss_bbox: 0.7741, d3.loss_iou: 1.1531, d4.loss_cls: 1.9938, d4.loss_bbox: 0.7688, d4.loss_iou: 1.1480, loss: 23.8514, grad_norm: 13.6165 -2022-10-26 21:01:58,100 - mmdet - INFO - Epoch [20][1300/1849] lr: 2.000e-04, eta: 2:08:12, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9845, loss_bbox: 0.7723, loss_iou: 1.1430, d0.loss_cls: 2.0796, d0.loss_bbox: 0.8210, d0.loss_iou: 1.2001, d1.loss_cls: 2.0487, d1.loss_bbox: 0.8022, d1.loss_iou: 1.1797, d2.loss_cls: 2.0182, d2.loss_bbox: 0.7880, d2.loss_iou: 1.1605, d3.loss_cls: 2.0015, d3.loss_bbox: 0.7789, d3.loss_iou: 1.1511, d4.loss_cls: 1.9886, d4.loss_bbox: 0.7743, d4.loss_iou: 1.1453, loss: 23.8375, grad_norm: 13.7530 -2022-10-26 21:02:05,346 - mmdet - INFO - Epoch [20][1350/1849] lr: 2.000e-04, eta: 2:08:06, time: 0.145, data_time: 0.005, memory: 4401, loss_cls: 1.9831, loss_bbox: 0.7683, loss_iou: 1.1462, d0.loss_cls: 2.0768, d0.loss_bbox: 0.8186, d0.loss_iou: 1.2046, d1.loss_cls: 2.0482, d1.loss_bbox: 0.8003, d1.loss_iou: 1.1831, d2.loss_cls: 2.0203, d2.loss_bbox: 0.7841, d2.loss_iou: 1.1634, d3.loss_cls: 2.0022, d3.loss_bbox: 0.7749, d3.loss_iou: 1.1546, d4.loss_cls: 1.9880, d4.loss_bbox: 0.7705, d4.loss_iou: 1.1483, loss: 23.8356, grad_norm: 14.9385 -2022-10-26 21:02:12,478 - mmdet - INFO - Epoch [20][1400/1849] lr: 2.000e-04, eta: 2:07:59, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 2.0041, loss_bbox: 0.7727, loss_iou: 1.1504, d0.loss_cls: 2.1046, d0.loss_bbox: 0.8220, d0.loss_iou: 1.2098, d1.loss_cls: 2.0718, d1.loss_bbox: 0.8036, d1.loss_iou: 1.1885, d2.loss_cls: 2.0431, d2.loss_bbox: 0.7891, d2.loss_iou: 1.1687, d3.loss_cls: 2.0250, d3.loss_bbox: 0.7801, d3.loss_iou: 1.1589, d4.loss_cls: 2.0114, d4.loss_bbox: 0.7746, d4.loss_iou: 1.1530, loss: 24.0314, grad_norm: 14.7343 -2022-10-26 21:02:19,449 - mmdet - INFO - Epoch [20][1450/1849] lr: 2.000e-04, eta: 2:07:53, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9818, loss_bbox: 0.7665, loss_iou: 1.1419, d0.loss_cls: 2.0801, d0.loss_bbox: 0.8181, d0.loss_iou: 1.2021, d1.loss_cls: 2.0505, d1.loss_bbox: 0.7977, d1.loss_iou: 1.1796, d2.loss_cls: 2.0192, d2.loss_bbox: 0.7824, d2.loss_iou: 1.1596, d3.loss_cls: 1.9988, d3.loss_bbox: 0.7736, d3.loss_iou: 1.1501, d4.loss_cls: 1.9874, d4.loss_bbox: 0.7686, d4.loss_iou: 1.1444, loss: 23.8023, grad_norm: 14.5615 -2022-10-26 21:02:26,364 - mmdet - INFO - Epoch [20][1500/1849] lr: 2.000e-04, eta: 2:07:46, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9822, loss_bbox: 0.7647, loss_iou: 1.1409, d0.loss_cls: 2.0815, d0.loss_bbox: 0.8157, d0.loss_iou: 1.2001, d1.loss_cls: 2.0485, d1.loss_bbox: 0.7979, d1.loss_iou: 1.1788, d2.loss_cls: 2.0171, d2.loss_bbox: 0.7812, d2.loss_iou: 1.1588, d3.loss_cls: 2.0015, d3.loss_bbox: 0.7723, d3.loss_iou: 1.1482, d4.loss_cls: 1.9889, d4.loss_bbox: 0.7667, d4.loss_iou: 1.1433, loss: 23.7883, grad_norm: 15.8928 -2022-10-26 21:02:33,261 - mmdet - INFO - Epoch [20][1550/1849] lr: 2.000e-04, eta: 2:07:39, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9922, loss_bbox: 0.7661, loss_iou: 1.1408, d0.loss_cls: 2.0894, d0.loss_bbox: 0.8170, d0.loss_iou: 1.2009, d1.loss_cls: 2.0554, d1.loss_bbox: 0.7982, d1.loss_iou: 1.1786, d2.loss_cls: 2.0283, d2.loss_bbox: 0.7833, d2.loss_iou: 1.1583, d3.loss_cls: 2.0122, d3.loss_bbox: 0.7735, d3.loss_iou: 1.1488, d4.loss_cls: 1.9980, d4.loss_bbox: 0.7679, d4.loss_iou: 1.1432, loss: 23.8521, grad_norm: 15.3996 -2022-10-26 21:02:39,991 - mmdet - INFO - Epoch [20][1600/1849] lr: 2.000e-04, eta: 2:07:32, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.9899, loss_bbox: 0.7688, loss_iou: 1.1442, d0.loss_cls: 2.0911, d0.loss_bbox: 0.8176, d0.loss_iou: 1.2024, d1.loss_cls: 2.0613, d1.loss_bbox: 0.7983, d1.loss_iou: 1.1807, d2.loss_cls: 2.0290, d2.loss_bbox: 0.7846, d2.loss_iou: 1.1622, d3.loss_cls: 2.0138, d3.loss_bbox: 0.7753, d3.loss_iou: 1.1515, d4.loss_cls: 1.9988, d4.loss_bbox: 0.7705, d4.loss_iou: 1.1469, loss: 23.8871, grad_norm: 16.0330 -2022-10-26 21:02:46,848 - mmdet - INFO - Epoch [20][1650/1849] lr: 2.000e-04, eta: 2:07:25, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9741, loss_bbox: 0.7685, loss_iou: 1.1398, d0.loss_cls: 2.0750, d0.loss_bbox: 0.8182, d0.loss_iou: 1.2007, d1.loss_cls: 2.0415, d1.loss_bbox: 0.7992, d1.loss_iou: 1.1792, d2.loss_cls: 2.0129, d2.loss_bbox: 0.7847, d2.loss_iou: 1.1577, d3.loss_cls: 1.9937, d3.loss_bbox: 0.7755, d3.loss_iou: 1.1480, d4.loss_cls: 1.9811, d4.loss_bbox: 0.7700, d4.loss_iou: 1.1424, loss: 23.7623, grad_norm: 15.0837 -2022-10-26 21:02:53,544 - mmdet - INFO - Epoch [20][1700/1849] lr: 2.000e-04, eta: 2:07:18, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.9646, loss_bbox: 0.7634, loss_iou: 1.1395, d0.loss_cls: 2.0670, d0.loss_bbox: 0.8134, d0.loss_iou: 1.1977, d1.loss_cls: 2.0336, d1.loss_bbox: 0.7954, d1.loss_iou: 1.1770, d2.loss_cls: 2.0056, d2.loss_bbox: 0.7810, d2.loss_iou: 1.1573, d3.loss_cls: 1.9859, d3.loss_bbox: 0.7711, d3.loss_iou: 1.1475, d4.loss_cls: 1.9722, d4.loss_bbox: 0.7656, d4.loss_iou: 1.1414, loss: 23.6792, grad_norm: 17.0169 -2022-10-26 21:03:00,437 - mmdet - INFO - Epoch [20][1750/1849] lr: 2.000e-04, eta: 2:07:11, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9905, loss_bbox: 0.7652, loss_iou: 1.1425, d0.loss_cls: 2.0883, d0.loss_bbox: 0.8157, d0.loss_iou: 1.2026, d1.loss_cls: 2.0594, d1.loss_bbox: 0.7971, d1.loss_iou: 1.1807, d2.loss_cls: 2.0281, d2.loss_bbox: 0.7821, d2.loss_iou: 1.1607, d3.loss_cls: 2.0116, d3.loss_bbox: 0.7728, d3.loss_iou: 1.1514, d4.loss_cls: 1.9967, d4.loss_bbox: 0.7673, d4.loss_iou: 1.1449, loss: 23.8576, grad_norm: 13.9837 -2022-10-26 21:03:07,370 - mmdet - INFO - Epoch [20][1800/1849] lr: 2.000e-04, eta: 2:07:04, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9787, loss_bbox: 0.7658, loss_iou: 1.1413, d0.loss_cls: 2.0727, d0.loss_bbox: 0.8155, d0.loss_iou: 1.2007, d1.loss_cls: 2.0415, d1.loss_bbox: 0.7972, d1.loss_iou: 1.1798, d2.loss_cls: 2.0136, d2.loss_bbox: 0.7827, d2.loss_iou: 1.1600, d3.loss_cls: 1.9986, d3.loss_bbox: 0.7733, d3.loss_iou: 1.1503, d4.loss_cls: 1.9839, d4.loss_bbox: 0.7676, d4.loss_iou: 1.1445, loss: 23.7675, grad_norm: 14.5104 -2022-10-26 21:03:14,242 - mmdet - INFO - Saving checkpoint at 20 epochs -2022-10-26 21:03:24,856 - mmdet - INFO - Epoch [21][50/1849] lr: 2.000e-04, eta: 2:06:45, time: 0.199, data_time: 0.063, memory: 4401, loss_cls: 1.9706, loss_bbox: 0.7650, loss_iou: 1.1403, d0.loss_cls: 2.0704, d0.loss_bbox: 0.8140, d0.loss_iou: 1.1997, d1.loss_cls: 2.0397, d1.loss_bbox: 0.7952, d1.loss_iou: 1.1776, d2.loss_cls: 2.0090, d2.loss_bbox: 0.7798, d2.loss_iou: 1.1584, d3.loss_cls: 1.9915, d3.loss_bbox: 0.7708, d3.loss_iou: 1.1486, d4.loss_cls: 1.9787, d4.loss_bbox: 0.7665, d4.loss_iou: 1.1427, loss: 23.7184, grad_norm: 16.4307 -2022-10-26 21:03:31,847 - mmdet - INFO - Epoch [21][100/1849] lr: 2.000e-04, eta: 2:06:39, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9665, loss_bbox: 0.7663, loss_iou: 1.1392, d0.loss_cls: 2.0710, d0.loss_bbox: 0.8157, d0.loss_iou: 1.1994, d1.loss_cls: 2.0349, d1.loss_bbox: 0.7982, d1.loss_iou: 1.1783, d2.loss_cls: 2.0067, d2.loss_bbox: 0.7829, d2.loss_iou: 1.1579, d3.loss_cls: 1.9860, d3.loss_bbox: 0.7742, d3.loss_iou: 1.1481, d4.loss_cls: 1.9746, d4.loss_bbox: 0.7682, d4.loss_iou: 1.1418, loss: 23.7098, grad_norm: 15.7539 -2022-10-26 21:03:38,803 - mmdet - INFO - Epoch [21][150/1849] lr: 2.000e-04, eta: 2:06:32, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9684, loss_bbox: 0.7659, loss_iou: 1.1381, d0.loss_cls: 2.0677, d0.loss_bbox: 0.8167, d0.loss_iou: 1.1978, d1.loss_cls: 2.0357, d1.loss_bbox: 0.7974, d1.loss_iou: 1.1773, d2.loss_cls: 2.0045, d2.loss_bbox: 0.7822, d2.loss_iou: 1.1565, d3.loss_cls: 1.9896, d3.loss_bbox: 0.7728, d3.loss_iou: 1.1477, d4.loss_cls: 1.9755, d4.loss_bbox: 0.7673, d4.loss_iou: 1.1410, loss: 23.7021, grad_norm: 15.5542 -2022-10-26 21:03:45,930 - mmdet - INFO - Epoch [21][200/1849] lr: 2.000e-04, eta: 2:06:25, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9677, loss_bbox: 0.7693, loss_iou: 1.1370, d0.loss_cls: 2.0690, d0.loss_bbox: 0.8193, d0.loss_iou: 1.1957, d1.loss_cls: 2.0341, d1.loss_bbox: 0.8007, d1.loss_iou: 1.1765, d2.loss_cls: 2.0046, d2.loss_bbox: 0.7858, d2.loss_iou: 1.1559, d3.loss_cls: 1.9882, d3.loss_bbox: 0.7767, d3.loss_iou: 1.1456, d4.loss_cls: 1.9756, d4.loss_bbox: 0.7713, d4.loss_iou: 1.1400, loss: 23.7129, grad_norm: 14.6159 -2022-10-26 21:03:52,991 - mmdet - INFO - Epoch [21][250/1849] lr: 2.000e-04, eta: 2:06:19, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9699, loss_bbox: 0.7622, loss_iou: 1.1388, d0.loss_cls: 2.0710, d0.loss_bbox: 0.8129, d0.loss_iou: 1.1982, d1.loss_cls: 2.0370, d1.loss_bbox: 0.7939, d1.loss_iou: 1.1764, d2.loss_cls: 2.0031, d2.loss_bbox: 0.7782, d2.loss_iou: 1.1566, d3.loss_cls: 1.9911, d3.loss_bbox: 0.7700, d3.loss_iou: 1.1463, d4.loss_cls: 1.9778, d4.loss_bbox: 0.7640, d4.loss_iou: 1.1411, loss: 23.6884, grad_norm: 14.9577 -2022-10-26 21:03:59,996 - mmdet - INFO - Epoch [21][300/1849] lr: 2.000e-04, eta: 2:06:12, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9827, loss_bbox: 0.7644, loss_iou: 1.1441, d0.loss_cls: 2.0818, d0.loss_bbox: 0.8152, d0.loss_iou: 1.2044, d1.loss_cls: 2.0515, d1.loss_bbox: 0.7956, d1.loss_iou: 1.1818, d2.loss_cls: 2.0209, d2.loss_bbox: 0.7807, d2.loss_iou: 1.1612, d3.loss_cls: 2.0003, d3.loss_bbox: 0.7718, d3.loss_iou: 1.1522, d4.loss_cls: 1.9899, d4.loss_bbox: 0.7665, d4.loss_iou: 1.1465, loss: 23.8116, grad_norm: 13.9236 -2022-10-26 21:04:06,745 - mmdet - INFO - Epoch [21][350/1849] lr: 2.000e-04, eta: 2:06:05, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9624, loss_bbox: 0.7682, loss_iou: 1.1417, d0.loss_cls: 2.0650, d0.loss_bbox: 0.8185, d0.loss_iou: 1.2021, d1.loss_cls: 2.0312, d1.loss_bbox: 0.7987, d1.loss_iou: 1.1792, d2.loss_cls: 2.0015, d2.loss_bbox: 0.7849, d2.loss_iou: 1.1589, d3.loss_cls: 1.9823, d3.loss_bbox: 0.7755, d3.loss_iou: 1.1500, d4.loss_cls: 1.9701, d4.loss_bbox: 0.7698, d4.loss_iou: 1.1440, loss: 23.7040, grad_norm: 14.6146 -2022-10-26 21:04:13,835 - mmdet - INFO - Epoch [21][400/1849] lr: 2.000e-04, eta: 2:05:59, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9607, loss_bbox: 0.7602, loss_iou: 1.1345, d0.loss_cls: 2.0619, d0.loss_bbox: 0.8114, d0.loss_iou: 1.1957, d1.loss_cls: 2.0292, d1.loss_bbox: 0.7929, d1.loss_iou: 1.1737, d2.loss_cls: 1.9992, d2.loss_bbox: 0.7769, d2.loss_iou: 1.1536, d3.loss_cls: 1.9795, d3.loss_bbox: 0.7672, d3.loss_iou: 1.1439, d4.loss_cls: 1.9683, d4.loss_bbox: 0.7614, d4.loss_iou: 1.1378, loss: 23.6080, grad_norm: 15.4204 -2022-10-26 21:04:20,973 - mmdet - INFO - Epoch [21][450/1849] lr: 2.000e-04, eta: 2:05:52, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9882, loss_bbox: 0.7712, loss_iou: 1.1462, d0.loss_cls: 2.0876, d0.loss_bbox: 0.8202, d0.loss_iou: 1.2048, d1.loss_cls: 2.0568, d1.loss_bbox: 0.8015, d1.loss_iou: 1.1828, d2.loss_cls: 2.0281, d2.loss_bbox: 0.7862, d2.loss_iou: 1.1634, d3.loss_cls: 2.0082, d3.loss_bbox: 0.7779, d3.loss_iou: 1.1546, d4.loss_cls: 1.9957, d4.loss_bbox: 0.7728, d4.loss_iou: 1.1491, loss: 23.8951, grad_norm: 17.3725 -2022-10-26 21:04:28,072 - mmdet - INFO - Epoch [21][500/1849] lr: 2.000e-04, eta: 2:05:46, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9668, loss_bbox: 0.7653, loss_iou: 1.1377, d0.loss_cls: 2.0683, d0.loss_bbox: 0.8157, d0.loss_iou: 1.1963, d1.loss_cls: 2.0381, d1.loss_bbox: 0.7975, d1.loss_iou: 1.1749, d2.loss_cls: 2.0039, d2.loss_bbox: 0.7818, d2.loss_iou: 1.1553, d3.loss_cls: 1.9862, d3.loss_bbox: 0.7724, d3.loss_iou: 1.1455, d4.loss_cls: 1.9733, d4.loss_bbox: 0.7675, d4.loss_iou: 1.1399, loss: 23.6865, grad_norm: 15.7547 -2022-10-26 21:04:35,105 - mmdet - INFO - Epoch [21][550/1849] lr: 2.000e-04, eta: 2:05:39, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9660, loss_bbox: 0.7668, loss_iou: 1.1447, d0.loss_cls: 2.0728, d0.loss_bbox: 0.8182, d0.loss_iou: 1.2048, d1.loss_cls: 2.0340, d1.loss_bbox: 0.7974, d1.loss_iou: 1.1830, d2.loss_cls: 2.0034, d2.loss_bbox: 0.7833, d2.loss_iou: 1.1629, d3.loss_cls: 1.9852, d3.loss_bbox: 0.7737, d3.loss_iou: 1.1529, d4.loss_cls: 1.9750, d4.loss_bbox: 0.7688, d4.loss_iou: 1.1467, loss: 23.7397, grad_norm: 17.2944 -2022-10-26 21:04:41,966 - mmdet - INFO - Epoch [21][600/1849] lr: 2.000e-04, eta: 2:05:32, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9574, loss_bbox: 0.7649, loss_iou: 1.1371, d0.loss_cls: 2.0562, d0.loss_bbox: 0.8158, d0.loss_iou: 1.1968, d1.loss_cls: 2.0261, d1.loss_bbox: 0.7971, d1.loss_iou: 1.1766, d2.loss_cls: 1.9947, d2.loss_bbox: 0.7824, d2.loss_iou: 1.1565, d3.loss_cls: 1.9781, d3.loss_bbox: 0.7720, d3.loss_iou: 1.1462, d4.loss_cls: 1.9637, d4.loss_bbox: 0.7667, d4.loss_iou: 1.1401, loss: 23.6284, grad_norm: 15.1659 -2022-10-26 21:04:48,983 - mmdet - INFO - Epoch [21][650/1849] lr: 2.000e-04, eta: 2:05:25, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9674, loss_bbox: 0.7624, loss_iou: 1.1395, d0.loss_cls: 2.0616, d0.loss_bbox: 0.8141, d0.loss_iou: 1.1982, d1.loss_cls: 2.0299, d1.loss_bbox: 0.7953, d1.loss_iou: 1.1793, d2.loss_cls: 2.0045, d2.loss_bbox: 0.7802, d2.loss_iou: 1.1580, d3.loss_cls: 1.9878, d3.loss_bbox: 0.7707, d3.loss_iou: 1.1475, d4.loss_cls: 1.9747, d4.loss_bbox: 0.7647, d4.loss_iou: 1.1426, loss: 23.6783, grad_norm: 14.3555 -2022-10-26 21:04:56,004 - mmdet - INFO - Epoch [21][700/1849] lr: 2.000e-04, eta: 2:05:19, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9740, loss_bbox: 0.7644, loss_iou: 1.1404, d0.loss_cls: 2.0744, d0.loss_bbox: 0.8154, d0.loss_iou: 1.2007, d1.loss_cls: 2.0384, d1.loss_bbox: 0.7962, d1.loss_iou: 1.1789, d2.loss_cls: 2.0107, d2.loss_bbox: 0.7808, d2.loss_iou: 1.1586, d3.loss_cls: 1.9935, d3.loss_bbox: 0.7722, d3.loss_iou: 1.1487, d4.loss_cls: 1.9820, d4.loss_bbox: 0.7667, d4.loss_iou: 1.1426, loss: 23.7386, grad_norm: 14.2540 -2022-10-26 21:05:02,927 - mmdet - INFO - Epoch [21][750/1849] lr: 2.000e-04, eta: 2:05:12, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9754, loss_bbox: 0.7646, loss_iou: 1.1443, d0.loss_cls: 2.0787, d0.loss_bbox: 0.8146, d0.loss_iou: 1.2023, d1.loss_cls: 2.0408, d1.loss_bbox: 0.7966, d1.loss_iou: 1.1826, d2.loss_cls: 2.0104, d2.loss_bbox: 0.7804, d2.loss_iou: 1.1624, d3.loss_cls: 1.9944, d3.loss_bbox: 0.7716, d3.loss_iou: 1.1522, d4.loss_cls: 1.9829, d4.loss_bbox: 0.7666, d4.loss_iou: 1.1467, loss: 23.7676, grad_norm: 15.3878 -2022-10-26 21:05:09,805 - mmdet - INFO - Epoch [21][800/1849] lr: 2.000e-04, eta: 2:05:05, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9618, loss_bbox: 0.7646, loss_iou: 1.1382, d0.loss_cls: 2.0658, d0.loss_bbox: 0.8158, d0.loss_iou: 1.1999, d1.loss_cls: 2.0341, d1.loss_bbox: 0.7966, d1.loss_iou: 1.1770, d2.loss_cls: 2.0034, d2.loss_bbox: 0.7816, d2.loss_iou: 1.1571, d3.loss_cls: 1.9854, d3.loss_bbox: 0.7726, d3.loss_iou: 1.1470, d4.loss_cls: 1.9691, d4.loss_bbox: 0.7664, d4.loss_iou: 1.1410, loss: 23.6774, grad_norm: 15.3648 -2022-10-26 21:05:16,588 - mmdet - INFO - Epoch [21][850/1849] lr: 2.000e-04, eta: 2:04:58, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9564, loss_bbox: 0.7641, loss_iou: 1.1389, d0.loss_cls: 2.0584, d0.loss_bbox: 0.8154, d0.loss_iou: 1.1994, d1.loss_cls: 2.0266, d1.loss_bbox: 0.7951, d1.loss_iou: 1.1771, d2.loss_cls: 1.9965, d2.loss_bbox: 0.7802, d2.loss_iou: 1.1574, d3.loss_cls: 1.9788, d3.loss_bbox: 0.7715, d3.loss_iou: 1.1469, d4.loss_cls: 1.9662, d4.loss_bbox: 0.7661, d4.loss_iou: 1.1419, loss: 23.6371, grad_norm: 15.9106 -2022-10-26 21:05:23,620 - mmdet - INFO - Epoch [21][900/1849] lr: 2.000e-04, eta: 2:04:52, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9833, loss_bbox: 0.7680, loss_iou: 1.1393, d0.loss_cls: 2.0807, d0.loss_bbox: 0.8192, d0.loss_iou: 1.1986, d1.loss_cls: 2.0467, d1.loss_bbox: 0.8004, d1.loss_iou: 1.1778, d2.loss_cls: 2.0170, d2.loss_bbox: 0.7842, d2.loss_iou: 1.1576, d3.loss_cls: 1.9978, d3.loss_bbox: 0.7747, d3.loss_iou: 1.1479, d4.loss_cls: 1.9879, d4.loss_bbox: 0.7701, d4.loss_iou: 1.1416, loss: 23.7928, grad_norm: 14.0307 -2022-10-26 21:05:30,642 - mmdet - INFO - Epoch [21][950/1849] lr: 2.000e-04, eta: 2:04:45, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9717, loss_bbox: 0.7721, loss_iou: 1.1442, d0.loss_cls: 2.0724, d0.loss_bbox: 0.8226, d0.loss_iou: 1.2046, d1.loss_cls: 2.0377, d1.loss_bbox: 0.8035, d1.loss_iou: 1.1823, d2.loss_cls: 2.0083, d2.loss_bbox: 0.7883, d2.loss_iou: 1.1626, d3.loss_cls: 1.9891, d3.loss_bbox: 0.7789, d3.loss_iou: 1.1525, d4.loss_cls: 1.9772, d4.loss_bbox: 0.7739, d4.loss_iou: 1.1468, loss: 23.7888, grad_norm: 15.9990 -2022-10-26 21:05:37,708 - mmdet - INFO - Epoch [21][1000/1849] lr: 2.000e-04, eta: 2:04:38, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9655, loss_bbox: 0.7660, loss_iou: 1.1396, d0.loss_cls: 2.0641, d0.loss_bbox: 0.8173, d0.loss_iou: 1.2007, d1.loss_cls: 2.0329, d1.loss_bbox: 0.7962, d1.loss_iou: 1.1779, d2.loss_cls: 2.0052, d2.loss_bbox: 0.7818, d2.loss_iou: 1.1579, d3.loss_cls: 1.9864, d3.loss_bbox: 0.7725, d3.loss_iou: 1.1478, d4.loss_cls: 1.9726, d4.loss_bbox: 0.7678, d4.loss_iou: 1.1423, loss: 23.6945, grad_norm: 15.1103 -2022-10-26 21:05:44,692 - mmdet - INFO - Epoch [21][1050/1849] lr: 2.000e-04, eta: 2:04:32, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9671, loss_bbox: 0.7630, loss_iou: 1.1374, d0.loss_cls: 2.0685, d0.loss_bbox: 0.8145, d0.loss_iou: 1.1981, d1.loss_cls: 2.0367, d1.loss_bbox: 0.7942, d1.loss_iou: 1.1753, d2.loss_cls: 2.0044, d2.loss_bbox: 0.7807, d2.loss_iou: 1.1561, d3.loss_cls: 1.9876, d3.loss_bbox: 0.7705, d3.loss_iou: 1.1458, d4.loss_cls: 1.9758, d4.loss_bbox: 0.7650, d4.loss_iou: 1.1400, loss: 23.6809, grad_norm: 14.8331 -2022-10-26 21:05:51,395 - mmdet - INFO - Epoch [21][1100/1849] lr: 2.000e-04, eta: 2:04:25, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.9783, loss_bbox: 0.7628, loss_iou: 1.1344, d0.loss_cls: 2.0796, d0.loss_bbox: 0.8136, d0.loss_iou: 1.1957, d1.loss_cls: 2.0471, d1.loss_bbox: 0.7949, d1.loss_iou: 1.1739, d2.loss_cls: 2.0152, d2.loss_bbox: 0.7801, d2.loss_iou: 1.1530, d3.loss_cls: 1.9978, d3.loss_bbox: 0.7702, d3.loss_iou: 1.1431, d4.loss_cls: 1.9847, d4.loss_bbox: 0.7649, d4.loss_iou: 1.1376, loss: 23.7268, grad_norm: 14.6040 -2022-10-26 21:05:58,085 - mmdet - INFO - Epoch [21][1150/1849] lr: 2.000e-04, eta: 2:04:17, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.9852, loss_bbox: 0.7709, loss_iou: 1.1476, d0.loss_cls: 2.0865, d0.loss_bbox: 0.8207, d0.loss_iou: 1.2067, d1.loss_cls: 2.0528, d1.loss_bbox: 0.8016, d1.loss_iou: 1.1859, d2.loss_cls: 2.0207, d2.loss_bbox: 0.7873, d2.loss_iou: 1.1655, d3.loss_cls: 2.0031, d3.loss_bbox: 0.7775, d3.loss_iou: 1.1556, d4.loss_cls: 1.9924, d4.loss_bbox: 0.7729, d4.loss_iou: 1.1494, loss: 23.8825, grad_norm: 14.6369 -2022-10-26 21:06:05,171 - mmdet - INFO - Epoch [21][1200/1849] lr: 2.000e-04, eta: 2:04:11, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9769, loss_bbox: 0.7633, loss_iou: 1.1372, d0.loss_cls: 2.0770, d0.loss_bbox: 0.8145, d0.loss_iou: 1.1979, d1.loss_cls: 2.0451, d1.loss_bbox: 0.7949, d1.loss_iou: 1.1752, d2.loss_cls: 2.0138, d2.loss_bbox: 0.7794, d2.loss_iou: 1.1555, d3.loss_cls: 1.9959, d3.loss_bbox: 0.7705, d3.loss_iou: 1.1457, d4.loss_cls: 1.9836, d4.loss_bbox: 0.7651, d4.loss_iou: 1.1399, loss: 23.7312, grad_norm: 14.9776 -2022-10-26 21:06:11,931 - mmdet - INFO - Epoch [21][1250/1849] lr: 2.000e-04, eta: 2:04:04, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9796, loss_bbox: 0.7708, loss_iou: 1.1451, d0.loss_cls: 2.0786, d0.loss_bbox: 0.8209, d0.loss_iou: 1.2050, d1.loss_cls: 2.0451, d1.loss_bbox: 0.8023, d1.loss_iou: 1.1834, d2.loss_cls: 2.0182, d2.loss_bbox: 0.7874, d2.loss_iou: 1.1629, d3.loss_cls: 1.9986, d3.loss_bbox: 0.7779, d3.loss_iou: 1.1539, d4.loss_cls: 1.9874, d4.loss_bbox: 0.7727, d4.loss_iou: 1.1478, loss: 23.8377, grad_norm: 14.6359 -2022-10-26 21:06:18,726 - mmdet - INFO - Epoch [21][1300/1849] lr: 2.000e-04, eta: 2:03:57, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9801, loss_bbox: 0.7688, loss_iou: 1.1444, d0.loss_cls: 2.0788, d0.loss_bbox: 0.8195, d0.loss_iou: 1.2037, d1.loss_cls: 2.0469, d1.loss_bbox: 0.8006, d1.loss_iou: 1.1820, d2.loss_cls: 2.0155, d2.loss_bbox: 0.7849, d2.loss_iou: 1.1622, d3.loss_cls: 2.0010, d3.loss_bbox: 0.7754, d3.loss_iou: 1.1521, d4.loss_cls: 1.9885, d4.loss_bbox: 0.7706, d4.loss_iou: 1.1465, loss: 23.8213, grad_norm: 15.4257 -2022-10-26 21:06:25,343 - mmdet - INFO - Epoch [21][1350/1849] lr: 2.000e-04, eta: 2:03:50, time: 0.132, data_time: 0.005, memory: 4401, loss_cls: 1.9771, loss_bbox: 0.7634, loss_iou: 1.1367, d0.loss_cls: 2.0754, d0.loss_bbox: 0.8137, d0.loss_iou: 1.1974, d1.loss_cls: 2.0459, d1.loss_bbox: 0.7960, d1.loss_iou: 1.1759, d2.loss_cls: 2.0143, d2.loss_bbox: 0.7797, d2.loss_iou: 1.1557, d3.loss_cls: 1.9973, d3.loss_bbox: 0.7702, d3.loss_iou: 1.1449, d4.loss_cls: 1.9838, d4.loss_bbox: 0.7652, d4.loss_iou: 1.1386, loss: 23.7310, grad_norm: 15.3243 -2022-10-26 21:06:31,989 - mmdet - INFO - Epoch [21][1400/1849] lr: 2.000e-04, eta: 2:03:43, time: 0.133, data_time: 0.005, memory: 4401, loss_cls: 1.9668, loss_bbox: 0.7651, loss_iou: 1.1375, d0.loss_cls: 2.0707, d0.loss_bbox: 0.8167, d0.loss_iou: 1.1992, d1.loss_cls: 2.0366, d1.loss_bbox: 0.7976, d1.loss_iou: 1.1768, d2.loss_cls: 2.0041, d2.loss_bbox: 0.7823, d2.loss_iou: 1.1570, d3.loss_cls: 1.9859, d3.loss_bbox: 0.7727, d3.loss_iou: 1.1461, d4.loss_cls: 1.9749, d4.loss_bbox: 0.7669, d4.loss_iou: 1.1402, loss: 23.6971, grad_norm: 14.3538 -2022-10-26 21:06:38,884 - mmdet - INFO - Epoch [21][1450/1849] lr: 2.000e-04, eta: 2:03:36, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9783, loss_bbox: 0.7679, loss_iou: 1.1433, d0.loss_cls: 2.0747, d0.loss_bbox: 0.8163, d0.loss_iou: 1.2009, d1.loss_cls: 2.0456, d1.loss_bbox: 0.7974, d1.loss_iou: 1.1802, d2.loss_cls: 2.0133, d2.loss_bbox: 0.7841, d2.loss_iou: 1.1608, d3.loss_cls: 1.9968, d3.loss_bbox: 0.7746, d3.loss_iou: 1.1522, d4.loss_cls: 1.9858, d4.loss_bbox: 0.7700, d4.loss_iou: 1.1461, loss: 23.7882, grad_norm: 15.7582 -2022-10-26 21:06:45,665 - mmdet - INFO - Epoch [21][1500/1849] lr: 2.000e-04, eta: 2:03:29, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9758, loss_bbox: 0.7596, loss_iou: 1.1387, d0.loss_cls: 2.0768, d0.loss_bbox: 0.8105, d0.loss_iou: 1.1979, d1.loss_cls: 2.0449, d1.loss_bbox: 0.7925, d1.loss_iou: 1.1754, d2.loss_cls: 2.0153, d2.loss_bbox: 0.7770, d2.loss_iou: 1.1571, d3.loss_cls: 1.9951, d3.loss_bbox: 0.7670, d3.loss_iou: 1.1467, d4.loss_cls: 1.9825, d4.loss_bbox: 0.7612, d4.loss_iou: 1.1408, loss: 23.7148, grad_norm: 14.9273 -2022-10-26 21:06:52,519 - mmdet - INFO - Epoch [21][1550/1849] lr: 2.000e-04, eta: 2:03:22, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9633, loss_bbox: 0.7691, loss_iou: 1.1405, d0.loss_cls: 2.0645, d0.loss_bbox: 0.8198, d0.loss_iou: 1.2017, d1.loss_cls: 2.0336, d1.loss_bbox: 0.8005, d1.loss_iou: 1.1796, d2.loss_cls: 2.0019, d2.loss_bbox: 0.7856, d2.loss_iou: 1.1597, d3.loss_cls: 1.9837, d3.loss_bbox: 0.7766, d3.loss_iou: 1.1492, d4.loss_cls: 1.9694, d4.loss_bbox: 0.7712, d4.loss_iou: 1.1437, loss: 23.7136, grad_norm: 14.6717 -2022-10-26 21:06:59,480 - mmdet - INFO - Epoch [21][1600/1849] lr: 2.000e-04, eta: 2:03:15, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9858, loss_bbox: 0.7677, loss_iou: 1.1405, d0.loss_cls: 2.0862, d0.loss_bbox: 0.8177, d0.loss_iou: 1.2001, d1.loss_cls: 2.0519, d1.loss_bbox: 0.7999, d1.loss_iou: 1.1785, d2.loss_cls: 2.0226, d2.loss_bbox: 0.7843, d2.loss_iou: 1.1579, d3.loss_cls: 2.0040, d3.loss_bbox: 0.7753, d3.loss_iou: 1.1489, d4.loss_cls: 1.9916, d4.loss_bbox: 0.7701, d4.loss_iou: 1.1428, loss: 23.8258, grad_norm: 16.3772 -2022-10-26 21:07:06,064 - mmdet - INFO - Epoch [21][1650/1849] lr: 2.000e-04, eta: 2:03:08, time: 0.132, data_time: 0.005, memory: 4401, loss_cls: 1.9781, loss_bbox: 0.7684, loss_iou: 1.1460, d0.loss_cls: 2.0805, d0.loss_bbox: 0.8186, d0.loss_iou: 1.2042, d1.loss_cls: 2.0477, d1.loss_bbox: 0.7999, d1.loss_iou: 1.1844, d2.loss_cls: 2.0183, d2.loss_bbox: 0.7856, d2.loss_iou: 1.1646, d3.loss_cls: 2.0018, d3.loss_bbox: 0.7755, d3.loss_iou: 1.1552, d4.loss_cls: 1.9875, d4.loss_bbox: 0.7702, d4.loss_iou: 1.1487, loss: 23.8353, grad_norm: 15.5893 -2022-10-26 21:07:12,913 - mmdet - INFO - Epoch [21][1700/1849] lr: 2.000e-04, eta: 2:03:01, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9773, loss_bbox: 0.7677, loss_iou: 1.1433, d0.loss_cls: 2.0749, d0.loss_bbox: 0.8174, d0.loss_iou: 1.2000, d1.loss_cls: 2.0455, d1.loss_bbox: 0.7989, d1.loss_iou: 1.1808, d2.loss_cls: 2.0130, d2.loss_bbox: 0.7844, d2.loss_iou: 1.1610, d3.loss_cls: 1.9941, d3.loss_bbox: 0.7743, d3.loss_iou: 1.1514, d4.loss_cls: 1.9833, d4.loss_bbox: 0.7696, d4.loss_iou: 1.1458, loss: 23.7826, grad_norm: 14.6353 -2022-10-26 21:07:19,700 - mmdet - INFO - Epoch [21][1750/1849] lr: 2.000e-04, eta: 2:02:54, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9746, loss_bbox: 0.7668, loss_iou: 1.1401, d0.loss_cls: 2.0791, d0.loss_bbox: 0.8165, d0.loss_iou: 1.1998, d1.loss_cls: 2.0465, d1.loss_bbox: 0.7991, d1.loss_iou: 1.1790, d2.loss_cls: 2.0153, d2.loss_bbox: 0.7833, d2.loss_iou: 1.1585, d3.loss_cls: 1.9971, d3.loss_bbox: 0.7741, d3.loss_iou: 1.1494, d4.loss_cls: 1.9825, d4.loss_bbox: 0.7688, d4.loss_iou: 1.1431, loss: 23.7734, grad_norm: 16.8624 -2022-10-26 21:07:26,324 - mmdet - INFO - Epoch [21][1800/1849] lr: 2.000e-04, eta: 2:02:47, time: 0.133, data_time: 0.005, memory: 4401, loss_cls: 1.9623, loss_bbox: 0.7619, loss_iou: 1.1390, d0.loss_cls: 2.0633, d0.loss_bbox: 0.8120, d0.loss_iou: 1.1997, d1.loss_cls: 2.0312, d1.loss_bbox: 0.7949, d1.loss_iou: 1.1775, d2.loss_cls: 2.0006, d2.loss_bbox: 0.7794, d2.loss_iou: 1.1575, d3.loss_cls: 1.9823, d3.loss_bbox: 0.7698, d3.loss_iou: 1.1480, d4.loss_cls: 1.9719, d4.loss_bbox: 0.7635, d4.loss_iou: 1.1416, loss: 23.6564, grad_norm: 14.7654 -2022-10-26 21:07:33,356 - mmdet - INFO - Saving checkpoint at 21 epochs -2022-10-26 21:07:44,355 - mmdet - INFO - Epoch [22][50/1849] lr: 2.000e-04, eta: 2:02:29, time: 0.206, data_time: 0.064, memory: 4401, loss_cls: 1.9604, loss_bbox: 0.7660, loss_iou: 1.1417, d0.loss_cls: 2.0672, d0.loss_bbox: 0.8170, d0.loss_iou: 1.2026, d1.loss_cls: 2.0313, d1.loss_bbox: 0.7991, d1.loss_iou: 1.1804, d2.loss_cls: 2.0004, d2.loss_bbox: 0.7833, d2.loss_iou: 1.1599, d3.loss_cls: 1.9801, d3.loss_bbox: 0.7732, d3.loss_iou: 1.1499, d4.loss_cls: 1.9681, d4.loss_bbox: 0.7676, d4.loss_iou: 1.1437, loss: 23.6919, grad_norm: 13.9139 -2022-10-26 21:07:51,516 - mmdet - INFO - Epoch [22][100/1849] lr: 2.000e-04, eta: 2:02:22, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9626, loss_bbox: 0.7603, loss_iou: 1.1338, d0.loss_cls: 2.0655, d0.loss_bbox: 0.8108, d0.loss_iou: 1.1943, d1.loss_cls: 2.0322, d1.loss_bbox: 0.7924, d1.loss_iou: 1.1734, d2.loss_cls: 2.0027, d2.loss_bbox: 0.7765, d2.loss_iou: 1.1520, d3.loss_cls: 1.9806, d3.loss_bbox: 0.7672, d3.loss_iou: 1.1423, d4.loss_cls: 1.9695, d4.loss_bbox: 0.7617, d4.loss_iou: 1.1368, loss: 23.6145, grad_norm: 16.1492 -2022-10-26 21:07:58,765 - mmdet - INFO - Epoch [22][150/1849] lr: 2.000e-04, eta: 2:02:16, time: 0.145, data_time: 0.005, memory: 4401, loss_cls: 1.9378, loss_bbox: 0.7618, loss_iou: 1.1315, d0.loss_cls: 2.0388, d0.loss_bbox: 0.8121, d0.loss_iou: 1.1915, d1.loss_cls: 2.0052, d1.loss_bbox: 0.7940, d1.loss_iou: 1.1700, d2.loss_cls: 1.9763, d2.loss_bbox: 0.7781, d2.loss_iou: 1.1497, d3.loss_cls: 1.9587, d3.loss_bbox: 0.7690, d3.loss_iou: 1.1396, d4.loss_cls: 1.9446, d4.loss_bbox: 0.7635, d4.loss_iou: 1.1339, loss: 23.4562, grad_norm: 14.9650 -2022-10-26 21:08:05,674 - mmdet - INFO - Epoch [22][200/1849] lr: 2.000e-04, eta: 2:02:09, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9725, loss_bbox: 0.7662, loss_iou: 1.1363, d0.loss_cls: 2.0758, d0.loss_bbox: 0.8178, d0.loss_iou: 1.1962, d1.loss_cls: 2.0413, d1.loss_bbox: 0.7985, d1.loss_iou: 1.1733, d2.loss_cls: 2.0092, d2.loss_bbox: 0.7821, d2.loss_iou: 1.1540, d3.loss_cls: 1.9935, d3.loss_bbox: 0.7729, d3.loss_iou: 1.1442, d4.loss_cls: 1.9809, d4.loss_bbox: 0.7675, d4.loss_iou: 1.1387, loss: 23.7209, grad_norm: 14.5941 -2022-10-26 21:08:12,590 - mmdet - INFO - Epoch [22][250/1849] lr: 2.000e-04, eta: 2:02:02, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9771, loss_bbox: 0.7651, loss_iou: 1.1436, d0.loss_cls: 2.0778, d0.loss_bbox: 0.8148, d0.loss_iou: 1.2025, d1.loss_cls: 2.0480, d1.loss_bbox: 0.7967, d1.loss_iou: 1.1806, d2.loss_cls: 2.0150, d2.loss_bbox: 0.7821, d2.loss_iou: 1.1622, d3.loss_cls: 1.9992, d3.loss_bbox: 0.7725, d3.loss_iou: 1.1524, d4.loss_cls: 1.9840, d4.loss_bbox: 0.7674, d4.loss_iou: 1.1461, loss: 23.7871, grad_norm: 15.4368 -2022-10-26 21:08:19,464 - mmdet - INFO - Epoch [22][300/1849] lr: 2.000e-04, eta: 2:01:56, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9592, loss_bbox: 0.7590, loss_iou: 1.1333, d0.loss_cls: 2.0625, d0.loss_bbox: 0.8103, d0.loss_iou: 1.1962, d1.loss_cls: 2.0272, d1.loss_bbox: 0.7910, d1.loss_iou: 1.1736, d2.loss_cls: 1.9953, d2.loss_bbox: 0.7755, d2.loss_iou: 1.1530, d3.loss_cls: 1.9787, d3.loss_bbox: 0.7662, d3.loss_iou: 1.1423, d4.loss_cls: 1.9654, d4.loss_bbox: 0.7604, d4.loss_iou: 1.1363, loss: 23.5853, grad_norm: 15.6618 -2022-10-26 21:08:26,549 - mmdet - INFO - Epoch [22][350/1849] lr: 2.000e-04, eta: 2:01:49, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9704, loss_bbox: 0.7618, loss_iou: 1.1328, d0.loss_cls: 2.0731, d0.loss_bbox: 0.8134, d0.loss_iou: 1.1943, d1.loss_cls: 2.0383, d1.loss_bbox: 0.7942, d1.loss_iou: 1.1720, d2.loss_cls: 2.0095, d2.loss_bbox: 0.7783, d2.loss_iou: 1.1513, d3.loss_cls: 1.9908, d3.loss_bbox: 0.7686, d3.loss_iou: 1.1414, d4.loss_cls: 1.9779, d4.loss_bbox: 0.7635, d4.loss_iou: 1.1355, loss: 23.6670, grad_norm: 15.5674 -2022-10-26 21:08:33,532 - mmdet - INFO - Epoch [22][400/1849] lr: 2.000e-04, eta: 2:01:42, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9617, loss_bbox: 0.7650, loss_iou: 1.1373, d0.loss_cls: 2.0679, d0.loss_bbox: 0.8149, d0.loss_iou: 1.1964, d1.loss_cls: 2.0322, d1.loss_bbox: 0.7956, d1.loss_iou: 1.1754, d2.loss_cls: 2.0013, d2.loss_bbox: 0.7814, d2.loss_iou: 1.1550, d3.loss_cls: 1.9829, d3.loss_bbox: 0.7715, d3.loss_iou: 1.1460, d4.loss_cls: 1.9699, d4.loss_bbox: 0.7665, d4.loss_iou: 1.1399, loss: 23.6609, grad_norm: 15.4761 -2022-10-26 21:08:40,716 - mmdet - INFO - Epoch [22][450/1849] lr: 2.000e-04, eta: 2:01:36, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.9732, loss_bbox: 0.7646, loss_iou: 1.1389, d0.loss_cls: 2.0728, d0.loss_bbox: 0.8154, d0.loss_iou: 1.1997, d1.loss_cls: 2.0400, d1.loss_bbox: 0.7961, d1.loss_iou: 1.1791, d2.loss_cls: 2.0113, d2.loss_bbox: 0.7819, d2.loss_iou: 1.1580, d3.loss_cls: 1.9923, d3.loss_bbox: 0.7725, d3.loss_iou: 1.1479, d4.loss_cls: 1.9802, d4.loss_bbox: 0.7669, d4.loss_iou: 1.1413, loss: 23.7321, grad_norm: 14.4647 -2022-10-26 21:08:47,625 - mmdet - INFO - Epoch [22][500/1849] lr: 2.000e-04, eta: 2:01:29, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9682, loss_bbox: 0.7696, loss_iou: 1.1425, d0.loss_cls: 2.0691, d0.loss_bbox: 0.8198, d0.loss_iou: 1.2013, d1.loss_cls: 2.0384, d1.loss_bbox: 0.8019, d1.loss_iou: 1.1802, d2.loss_cls: 2.0086, d2.loss_bbox: 0.7867, d2.loss_iou: 1.1614, d3.loss_cls: 1.9893, d3.loss_bbox: 0.7768, d3.loss_iou: 1.1507, d4.loss_cls: 1.9750, d4.loss_bbox: 0.7716, d4.loss_iou: 1.1449, loss: 23.7560, grad_norm: 14.3546 -2022-10-26 21:08:54,381 - mmdet - INFO - Epoch [22][550/1849] lr: 2.000e-04, eta: 2:01:22, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9702, loss_bbox: 0.7697, loss_iou: 1.1404, d0.loss_cls: 2.0744, d0.loss_bbox: 0.8190, d0.loss_iou: 1.2001, d1.loss_cls: 2.0390, d1.loss_bbox: 0.7996, d1.loss_iou: 1.1780, d2.loss_cls: 2.0073, d2.loss_bbox: 0.7851, d2.loss_iou: 1.1576, d3.loss_cls: 1.9914, d3.loss_bbox: 0.7761, d3.loss_iou: 1.1478, d4.loss_cls: 1.9758, d4.loss_bbox: 0.7710, d4.loss_iou: 1.1429, loss: 23.7453, grad_norm: 14.8614 -2022-10-26 21:09:01,226 - mmdet - INFO - Epoch [22][600/1849] lr: 2.000e-04, eta: 2:01:15, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9535, loss_bbox: 0.7655, loss_iou: 1.1408, d0.loss_cls: 2.0566, d0.loss_bbox: 0.8156, d0.loss_iou: 1.2007, d1.loss_cls: 2.0217, d1.loss_bbox: 0.7974, d1.loss_iou: 1.1798, d2.loss_cls: 1.9934, d2.loss_bbox: 0.7822, d2.loss_iou: 1.1600, d3.loss_cls: 1.9738, d3.loss_bbox: 0.7724, d3.loss_iou: 1.1497, d4.loss_cls: 1.9601, d4.loss_bbox: 0.7666, d4.loss_iou: 1.1434, loss: 23.6334, grad_norm: 16.8533 -2022-10-26 21:09:08,159 - mmdet - INFO - Epoch [22][650/1849] lr: 2.000e-04, eta: 2:01:08, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9660, loss_bbox: 0.7619, loss_iou: 1.1351, d0.loss_cls: 2.0716, d0.loss_bbox: 0.8119, d0.loss_iou: 1.1955, d1.loss_cls: 2.0397, d1.loss_bbox: 0.7941, d1.loss_iou: 1.1753, d2.loss_cls: 2.0079, d2.loss_bbox: 0.7796, d2.loss_iou: 1.1551, d3.loss_cls: 1.9896, d3.loss_bbox: 0.7697, d3.loss_iou: 1.1448, d4.loss_cls: 1.9746, d4.loss_bbox: 0.7641, d4.loss_iou: 1.1381, loss: 23.6745, grad_norm: 15.9805 -2022-10-26 21:09:15,091 - mmdet - INFO - Epoch [22][700/1849] lr: 2.000e-04, eta: 2:01:02, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9795, loss_bbox: 0.7673, loss_iou: 1.1449, d0.loss_cls: 2.0769, d0.loss_bbox: 0.8183, d0.loss_iou: 1.2060, d1.loss_cls: 2.0453, d1.loss_bbox: 0.8009, d1.loss_iou: 1.1853, d2.loss_cls: 2.0176, d2.loss_bbox: 0.7861, d2.loss_iou: 1.1635, d3.loss_cls: 2.0001, d3.loss_bbox: 0.7747, d3.loss_iou: 1.1533, d4.loss_cls: 1.9860, d4.loss_bbox: 0.7692, d4.loss_iou: 1.1476, loss: 23.8225, grad_norm: 15.3981 -2022-10-26 21:09:22,064 - mmdet - INFO - Epoch [22][750/1849] lr: 2.000e-04, eta: 2:00:55, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9724, loss_bbox: 0.7616, loss_iou: 1.1385, d0.loss_cls: 2.0761, d0.loss_bbox: 0.8123, d0.loss_iou: 1.1997, d1.loss_cls: 2.0428, d1.loss_bbox: 0.7930, d1.loss_iou: 1.1771, d2.loss_cls: 2.0147, d2.loss_bbox: 0.7781, d2.loss_iou: 1.1574, d3.loss_cls: 1.9938, d3.loss_bbox: 0.7686, d3.loss_iou: 1.1477, d4.loss_cls: 1.9797, d4.loss_bbox: 0.7635, d4.loss_iou: 1.1413, loss: 23.7183, grad_norm: 15.7049 -2022-10-26 21:09:28,816 - mmdet - INFO - Epoch [22][800/1849] lr: 2.000e-04, eta: 2:00:48, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9647, loss_bbox: 0.7684, loss_iou: 1.1463, d0.loss_cls: 2.0655, d0.loss_bbox: 0.8178, d0.loss_iou: 1.2055, d1.loss_cls: 2.0317, d1.loss_bbox: 0.7996, d1.loss_iou: 1.1859, d2.loss_cls: 2.0017, d2.loss_bbox: 0.7848, d2.loss_iou: 1.1658, d3.loss_cls: 1.9858, d3.loss_bbox: 0.7750, d3.loss_iou: 1.1561, d4.loss_cls: 1.9709, d4.loss_bbox: 0.7703, d4.loss_iou: 1.1492, loss: 23.7451, grad_norm: 14.0534 -2022-10-26 21:09:35,586 - mmdet - INFO - Epoch [22][850/1849] lr: 2.000e-04, eta: 2:00:41, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9771, loss_bbox: 0.7662, loss_iou: 1.1393, d0.loss_cls: 2.0789, d0.loss_bbox: 0.8163, d0.loss_iou: 1.1994, d1.loss_cls: 2.0465, d1.loss_bbox: 0.7968, d1.loss_iou: 1.1784, d2.loss_cls: 2.0158, d2.loss_bbox: 0.7825, d2.loss_iou: 1.1574, d3.loss_cls: 2.0005, d3.loss_bbox: 0.7731, d3.loss_iou: 1.1468, d4.loss_cls: 1.9842, d4.loss_bbox: 0.7683, d4.loss_iou: 1.1412, loss: 23.7686, grad_norm: 14.2713 -2022-10-26 21:09:42,432 - mmdet - INFO - Epoch [22][900/1849] lr: 2.000e-04, eta: 2:00:34, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9747, loss_bbox: 0.7674, loss_iou: 1.1395, d0.loss_cls: 2.0717, d0.loss_bbox: 0.8150, d0.loss_iou: 1.1980, d1.loss_cls: 2.0426, d1.loss_bbox: 0.7975, d1.loss_iou: 1.1783, d2.loss_cls: 2.0118, d2.loss_bbox: 0.7838, d2.loss_iou: 1.1580, d3.loss_cls: 1.9955, d3.loss_bbox: 0.7748, d3.loss_iou: 1.1482, d4.loss_cls: 1.9818, d4.loss_bbox: 0.7693, d4.loss_iou: 1.1418, loss: 23.7497, grad_norm: 15.8212 -2022-10-26 21:09:49,103 - mmdet - INFO - Epoch [22][950/1849] lr: 2.000e-04, eta: 2:00:27, time: 0.133, data_time: 0.005, memory: 4401, loss_cls: 1.9618, loss_bbox: 0.7630, loss_iou: 1.1336, d0.loss_cls: 2.0630, d0.loss_bbox: 0.8137, d0.loss_iou: 1.1943, d1.loss_cls: 2.0339, d1.loss_bbox: 0.7942, d1.loss_iou: 1.1721, d2.loss_cls: 2.0031, d2.loss_bbox: 0.7796, d2.loss_iou: 1.1527, d3.loss_cls: 1.9843, d3.loss_bbox: 0.7700, d3.loss_iou: 1.1415, d4.loss_cls: 1.9692, d4.loss_bbox: 0.7649, d4.loss_iou: 1.1364, loss: 23.6312, grad_norm: 14.5084 -2022-10-26 21:09:56,099 - mmdet - INFO - Epoch [22][1000/1849] lr: 2.000e-04, eta: 2:00:20, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9773, loss_bbox: 0.7649, loss_iou: 1.1350, d0.loss_cls: 2.0784, d0.loss_bbox: 0.8157, d0.loss_iou: 1.1959, d1.loss_cls: 2.0472, d1.loss_bbox: 0.7977, d1.loss_iou: 1.1724, d2.loss_cls: 2.0181, d2.loss_bbox: 0.7825, d2.loss_iou: 1.1530, d3.loss_cls: 1.9977, d3.loss_bbox: 0.7727, d3.loss_iou: 1.1434, d4.loss_cls: 1.9841, d4.loss_bbox: 0.7675, d4.loss_iou: 1.1379, loss: 23.7414, grad_norm: 15.0523 -2022-10-26 21:10:03,052 - mmdet - INFO - Epoch [22][1050/1849] lr: 2.000e-04, eta: 2:00:14, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9696, loss_bbox: 0.7667, loss_iou: 1.1407, d0.loss_cls: 2.0683, d0.loss_bbox: 0.8178, d0.loss_iou: 1.2019, d1.loss_cls: 2.0367, d1.loss_bbox: 0.7983, d1.loss_iou: 1.1811, d2.loss_cls: 2.0076, d2.loss_bbox: 0.7833, d2.loss_iou: 1.1600, d3.loss_cls: 1.9896, d3.loss_bbox: 0.7738, d3.loss_iou: 1.1501, d4.loss_cls: 1.9773, d4.loss_bbox: 0.7688, d4.loss_iou: 1.1435, loss: 23.7351, grad_norm: 15.0934 -2022-10-26 21:10:10,008 - mmdet - INFO - Epoch [22][1100/1849] lr: 2.000e-04, eta: 2:00:07, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9742, loss_bbox: 0.7650, loss_iou: 1.1376, d0.loss_cls: 2.0765, d0.loss_bbox: 0.8170, d0.loss_iou: 1.1969, d1.loss_cls: 2.0472, d1.loss_bbox: 0.7982, d1.loss_iou: 1.1767, d2.loss_cls: 2.0157, d2.loss_bbox: 0.7830, d2.loss_iou: 1.1564, d3.loss_cls: 1.9959, d3.loss_bbox: 0.7727, d3.loss_iou: 1.1471, d4.loss_cls: 1.9826, d4.loss_bbox: 0.7671, d4.loss_iou: 1.1400, loss: 23.7497, grad_norm: 14.2605 -2022-10-26 21:10:17,063 - mmdet - INFO - Epoch [22][1150/1849] lr: 2.000e-04, eta: 2:00:00, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9612, loss_bbox: 0.7625, loss_iou: 1.1352, d0.loss_cls: 2.0589, d0.loss_bbox: 0.8147, d0.loss_iou: 1.1969, d1.loss_cls: 2.0288, d1.loss_bbox: 0.7949, d1.loss_iou: 1.1737, d2.loss_cls: 1.9970, d2.loss_bbox: 0.7789, d2.loss_iou: 1.1535, d3.loss_cls: 1.9804, d3.loss_bbox: 0.7692, d3.loss_iou: 1.1442, d4.loss_cls: 1.9676, d4.loss_bbox: 0.7637, d4.loss_iou: 1.1380, loss: 23.6194, grad_norm: 14.9856 -2022-10-26 21:10:24,197 - mmdet - INFO - Epoch [22][1200/1849] lr: 2.000e-04, eta: 1:59:54, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9694, loss_bbox: 0.7611, loss_iou: 1.1348, d0.loss_cls: 2.0728, d0.loss_bbox: 0.8149, d0.loss_iou: 1.1978, d1.loss_cls: 2.0384, d1.loss_bbox: 0.7940, d1.loss_iou: 1.1744, d2.loss_cls: 2.0093, d2.loss_bbox: 0.7784, d2.loss_iou: 1.1535, d3.loss_cls: 1.9893, d3.loss_bbox: 0.7686, d3.loss_iou: 1.1440, d4.loss_cls: 1.9754, d4.loss_bbox: 0.7628, d4.loss_iou: 1.1375, loss: 23.6764, grad_norm: 16.8452 -2022-10-26 21:10:31,193 - mmdet - INFO - Epoch [22][1250/1849] lr: 2.000e-04, eta: 1:59:47, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9817, loss_bbox: 0.7606, loss_iou: 1.1379, d0.loss_cls: 2.0750, d0.loss_bbox: 0.8109, d0.loss_iou: 1.1972, d1.loss_cls: 2.0440, d1.loss_bbox: 0.7928, d1.loss_iou: 1.1766, d2.loss_cls: 2.0156, d2.loss_bbox: 0.7772, d2.loss_iou: 1.1561, d3.loss_cls: 1.9989, d3.loss_bbox: 0.7673, d3.loss_iou: 1.1474, d4.loss_cls: 1.9880, d4.loss_bbox: 0.7628, d4.loss_iou: 1.1405, loss: 23.7304, grad_norm: 13.7689 -2022-10-26 21:10:38,253 - mmdet - INFO - Epoch [22][1300/1849] lr: 2.000e-04, eta: 1:59:40, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9677, loss_bbox: 0.7624, loss_iou: 1.1367, d0.loss_cls: 2.0680, d0.loss_bbox: 0.8150, d0.loss_iou: 1.1971, d1.loss_cls: 2.0366, d1.loss_bbox: 0.7950, d1.loss_iou: 1.1761, d2.loss_cls: 2.0059, d2.loss_bbox: 0.7798, d2.loss_iou: 1.1556, d3.loss_cls: 1.9881, d3.loss_bbox: 0.7698, d3.loss_iou: 1.1453, d4.loss_cls: 1.9744, d4.loss_bbox: 0.7648, d4.loss_iou: 1.1387, loss: 23.6769, grad_norm: 14.2934 -2022-10-26 21:10:45,001 - mmdet - INFO - Epoch [22][1350/1849] lr: 2.000e-04, eta: 1:59:33, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.9644, loss_bbox: 0.7677, loss_iou: 1.1422, d0.loss_cls: 2.0664, d0.loss_bbox: 0.8192, d0.loss_iou: 1.2018, d1.loss_cls: 2.0307, d1.loss_bbox: 0.8002, d1.loss_iou: 1.1806, d2.loss_cls: 2.0025, d2.loss_bbox: 0.7845, d2.loss_iou: 1.1602, d3.loss_cls: 1.9843, d3.loss_bbox: 0.7751, d3.loss_iou: 1.1501, d4.loss_cls: 1.9716, d4.loss_bbox: 0.7698, d4.loss_iou: 1.1447, loss: 23.7160, grad_norm: 15.0041 -2022-10-26 21:10:52,084 - mmdet - INFO - Epoch [22][1400/1849] lr: 2.000e-04, eta: 1:59:27, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9708, loss_bbox: 0.7640, loss_iou: 1.1389, d0.loss_cls: 2.0690, d0.loss_bbox: 0.8143, d0.loss_iou: 1.1998, d1.loss_cls: 2.0365, d1.loss_bbox: 0.7944, d1.loss_iou: 1.1780, d2.loss_cls: 2.0105, d2.loss_bbox: 0.7804, d2.loss_iou: 1.1569, d3.loss_cls: 1.9923, d3.loss_bbox: 0.7715, d3.loss_iou: 1.1472, d4.loss_cls: 1.9788, d4.loss_bbox: 0.7657, d4.loss_iou: 1.1415, loss: 23.7105, grad_norm: 13.6290 -2022-10-26 21:10:59,023 - mmdet - INFO - Epoch [22][1450/1849] lr: 2.000e-04, eta: 1:59:20, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9860, loss_bbox: 0.7673, loss_iou: 1.1455, d0.loss_cls: 2.0857, d0.loss_bbox: 0.8177, d0.loss_iou: 1.2066, d1.loss_cls: 2.0552, d1.loss_bbox: 0.7998, d1.loss_iou: 1.1846, d2.loss_cls: 2.0240, d2.loss_bbox: 0.7833, d2.loss_iou: 1.1650, d3.loss_cls: 2.0053, d3.loss_bbox: 0.7746, d3.loss_iou: 1.1535, d4.loss_cls: 1.9934, d4.loss_bbox: 0.7696, d4.loss_iou: 1.1485, loss: 23.8658, grad_norm: 15.9623 -2022-10-26 21:11:06,068 - mmdet - INFO - Epoch [22][1500/1849] lr: 2.000e-04, eta: 1:59:13, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9794, loss_bbox: 0.7664, loss_iou: 1.1426, d0.loss_cls: 2.0780, d0.loss_bbox: 0.8179, d0.loss_iou: 1.2034, d1.loss_cls: 2.0455, d1.loss_bbox: 0.7987, d1.loss_iou: 1.1817, d2.loss_cls: 2.0146, d2.loss_bbox: 0.7836, d2.loss_iou: 1.1623, d3.loss_cls: 1.9994, d3.loss_bbox: 0.7737, d3.loss_iou: 1.1519, d4.loss_cls: 1.9857, d4.loss_bbox: 0.7683, d4.loss_iou: 1.1456, loss: 23.7988, grad_norm: 14.8603 -2022-10-26 21:11:12,932 - mmdet - INFO - Epoch [22][1550/1849] lr: 2.000e-04, eta: 1:59:07, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9594, loss_bbox: 0.7654, loss_iou: 1.1356, d0.loss_cls: 2.0648, d0.loss_bbox: 0.8152, d0.loss_iou: 1.1966, d1.loss_cls: 2.0291, d1.loss_bbox: 0.7960, d1.loss_iou: 1.1753, d2.loss_cls: 1.9967, d2.loss_bbox: 0.7810, d2.loss_iou: 1.1538, d3.loss_cls: 1.9781, d3.loss_bbox: 0.7720, d3.loss_iou: 1.1437, d4.loss_cls: 1.9666, d4.loss_bbox: 0.7671, d4.loss_iou: 1.1379, loss: 23.6344, grad_norm: 14.5454 -2022-10-26 21:11:19,922 - mmdet - INFO - Epoch [22][1600/1849] lr: 2.000e-04, eta: 1:59:00, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9670, loss_bbox: 0.7640, loss_iou: 1.1395, d0.loss_cls: 2.0682, d0.loss_bbox: 0.8153, d0.loss_iou: 1.1996, d1.loss_cls: 2.0363, d1.loss_bbox: 0.7949, d1.loss_iou: 1.1775, d2.loss_cls: 2.0055, d2.loss_bbox: 0.7797, d2.loss_iou: 1.1562, d3.loss_cls: 1.9877, d3.loss_bbox: 0.7707, d3.loss_iou: 1.1465, d4.loss_cls: 1.9738, d4.loss_bbox: 0.7655, d4.loss_iou: 1.1422, loss: 23.6902, grad_norm: 15.3877 -2022-10-26 21:11:26,996 - mmdet - INFO - Epoch [22][1650/1849] lr: 2.000e-04, eta: 1:58:53, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9480, loss_bbox: 0.7640, loss_iou: 1.1382, d0.loss_cls: 2.0471, d0.loss_bbox: 0.8145, d0.loss_iou: 1.1986, d1.loss_cls: 2.0127, d1.loss_bbox: 0.7972, d1.loss_iou: 1.1777, d2.loss_cls: 1.9865, d2.loss_bbox: 0.7801, d2.loss_iou: 1.1566, d3.loss_cls: 1.9694, d3.loss_bbox: 0.7714, d3.loss_iou: 1.1464, d4.loss_cls: 1.9561, d4.loss_bbox: 0.7658, d4.loss_iou: 1.1407, loss: 23.5711, grad_norm: 14.9164 -2022-10-26 21:11:34,024 - mmdet - INFO - Epoch [22][1700/1849] lr: 2.000e-04, eta: 1:58:47, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9625, loss_bbox: 0.7644, loss_iou: 1.1358, d0.loss_cls: 2.0621, d0.loss_bbox: 0.8163, d0.loss_iou: 1.1968, d1.loss_cls: 2.0253, d1.loss_bbox: 0.7960, d1.loss_iou: 1.1742, d2.loss_cls: 1.9985, d2.loss_bbox: 0.7810, d2.loss_iou: 1.1538, d3.loss_cls: 1.9803, d3.loss_bbox: 0.7722, d3.loss_iou: 1.1442, d4.loss_cls: 1.9679, d4.loss_bbox: 0.7666, d4.loss_iou: 1.1384, loss: 23.6362, grad_norm: 14.4472 -2022-10-26 21:11:41,012 - mmdet - INFO - Epoch [22][1750/1849] lr: 2.000e-04, eta: 1:58:40, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9722, loss_bbox: 0.7666, loss_iou: 1.1377, d0.loss_cls: 2.0748, d0.loss_bbox: 0.8173, d0.loss_iou: 1.1974, d1.loss_cls: 2.0408, d1.loss_bbox: 0.7983, d1.loss_iou: 1.1762, d2.loss_cls: 2.0077, d2.loss_bbox: 0.7830, d2.loss_iou: 1.1567, d3.loss_cls: 1.9924, d3.loss_bbox: 0.7735, d3.loss_iou: 1.1465, d4.loss_cls: 1.9801, d4.loss_bbox: 0.7679, d4.loss_iou: 1.1404, loss: 23.7294, grad_norm: 14.8926 -2022-10-26 21:11:47,857 - mmdet - INFO - Epoch [22][1800/1849] lr: 2.000e-04, eta: 1:58:33, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9623, loss_bbox: 0.7602, loss_iou: 1.1369, d0.loss_cls: 2.0639, d0.loss_bbox: 0.8120, d0.loss_iou: 1.1969, d1.loss_cls: 2.0294, d1.loss_bbox: 0.7913, d1.loss_iou: 1.1748, d2.loss_cls: 2.0010, d2.loss_bbox: 0.7764, d2.loss_iou: 1.1542, d3.loss_cls: 1.9814, d3.loss_bbox: 0.7667, d3.loss_iou: 1.1451, d4.loss_cls: 1.9687, d4.loss_bbox: 0.7617, d4.loss_iou: 1.1393, loss: 23.6222, grad_norm: 13.6239 -2022-10-26 21:11:55,052 - mmdet - INFO - Saving checkpoint at 22 epochs -2022-10-26 21:12:05,600 - mmdet - INFO - Epoch [23][50/1849] lr: 2.000e-04, eta: 1:58:15, time: 0.199, data_time: 0.065, memory: 4401, loss_cls: 1.9526, loss_bbox: 0.7590, loss_iou: 1.1335, d0.loss_cls: 2.0598, d0.loss_bbox: 0.8113, d0.loss_iou: 1.1960, d1.loss_cls: 2.0239, d1.loss_bbox: 0.7911, d1.loss_iou: 1.1729, d2.loss_cls: 1.9921, d2.loss_bbox: 0.7767, d2.loss_iou: 1.1521, d3.loss_cls: 1.9733, d3.loss_bbox: 0.7672, d3.loss_iou: 1.1414, d4.loss_cls: 1.9615, d4.loss_bbox: 0.7608, d4.loss_iou: 1.1360, loss: 23.5615, grad_norm: 16.3139 -2022-10-26 21:12:12,565 - mmdet - INFO - Epoch [23][100/1849] lr: 2.000e-04, eta: 1:58:08, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9622, loss_bbox: 0.7644, loss_iou: 1.1397, d0.loss_cls: 2.0627, d0.loss_bbox: 0.8166, d0.loss_iou: 1.2002, d1.loss_cls: 2.0298, d1.loss_bbox: 0.7984, d1.loss_iou: 1.1784, d2.loss_cls: 2.0006, d2.loss_bbox: 0.7828, d2.loss_iou: 1.1576, d3.loss_cls: 1.9814, d3.loss_bbox: 0.7729, d3.loss_iou: 1.1477, d4.loss_cls: 1.9686, d4.loss_bbox: 0.7668, d4.loss_iou: 1.1421, loss: 23.6728, grad_norm: 16.6152 -2022-10-26 21:12:19,676 - mmdet - INFO - Epoch [23][150/1849] lr: 2.000e-04, eta: 1:58:02, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9568, loss_bbox: 0.7599, loss_iou: 1.1352, d0.loss_cls: 2.0616, d0.loss_bbox: 0.8118, d0.loss_iou: 1.1957, d1.loss_cls: 2.0301, d1.loss_bbox: 0.7926, d1.loss_iou: 1.1729, d2.loss_cls: 1.9961, d2.loss_bbox: 0.7771, d2.loss_iou: 1.1531, d3.loss_cls: 1.9778, d3.loss_bbox: 0.7679, d3.loss_iou: 1.1437, d4.loss_cls: 1.9649, d4.loss_bbox: 0.7618, d4.loss_iou: 1.1376, loss: 23.5969, grad_norm: 14.6228 -2022-10-26 21:12:26,686 - mmdet - INFO - Epoch [23][200/1849] lr: 2.000e-04, eta: 1:57:55, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9540, loss_bbox: 0.7597, loss_iou: 1.1340, d0.loss_cls: 2.0559, d0.loss_bbox: 0.8114, d0.loss_iou: 1.1957, d1.loss_cls: 2.0220, d1.loss_bbox: 0.7929, d1.loss_iou: 1.1722, d2.loss_cls: 1.9895, d2.loss_bbox: 0.7775, d2.loss_iou: 1.1531, d3.loss_cls: 1.9713, d3.loss_bbox: 0.7673, d3.loss_iou: 1.1428, d4.loss_cls: 1.9610, d4.loss_bbox: 0.7619, d4.loss_iou: 1.1363, loss: 23.5585, grad_norm: 14.5521 -2022-10-26 21:12:33,811 - mmdet - INFO - Epoch [23][250/1849] lr: 2.000e-04, eta: 1:57:48, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9490, loss_bbox: 0.7625, loss_iou: 1.1426, d0.loss_cls: 2.0504, d0.loss_bbox: 0.8145, d0.loss_iou: 1.2017, d1.loss_cls: 2.0203, d1.loss_bbox: 0.7967, d1.loss_iou: 1.1815, d2.loss_cls: 1.9892, d2.loss_bbox: 0.7802, d2.loss_iou: 1.1602, d3.loss_cls: 1.9692, d3.loss_bbox: 0.7706, d3.loss_iou: 1.1515, d4.loss_cls: 1.9559, d4.loss_bbox: 0.7652, d4.loss_iou: 1.1447, loss: 23.6060, grad_norm: 14.8706 -2022-10-26 21:12:40,939 - mmdet - INFO - Epoch [23][300/1849] lr: 2.000e-04, eta: 1:57:42, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9555, loss_bbox: 0.7641, loss_iou: 1.1392, d0.loss_cls: 2.0568, d0.loss_bbox: 0.8146, d0.loss_iou: 1.2008, d1.loss_cls: 2.0261, d1.loss_bbox: 0.7957, d1.loss_iou: 1.1789, d2.loss_cls: 1.9954, d2.loss_bbox: 0.7812, d2.loss_iou: 1.1580, d3.loss_cls: 1.9775, d3.loss_bbox: 0.7713, d3.loss_iou: 1.1469, d4.loss_cls: 1.9631, d4.loss_bbox: 0.7659, d4.loss_iou: 1.1416, loss: 23.6327, grad_norm: 15.0990 -2022-10-26 21:12:48,025 - mmdet - INFO - Epoch [23][350/1849] lr: 2.000e-04, eta: 1:57:35, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9525, loss_bbox: 0.7641, loss_iou: 1.1395, d0.loss_cls: 2.0532, d0.loss_bbox: 0.8147, d0.loss_iou: 1.1993, d1.loss_cls: 2.0193, d1.loss_bbox: 0.7965, d1.loss_iou: 1.1787, d2.loss_cls: 1.9926, d2.loss_bbox: 0.7803, d2.loss_iou: 1.1579, d3.loss_cls: 1.9721, d3.loss_bbox: 0.7712, d3.loss_iou: 1.1478, d4.loss_cls: 1.9587, d4.loss_bbox: 0.7664, d4.loss_iou: 1.1421, loss: 23.6070, grad_norm: 15.2004 -2022-10-26 21:12:54,965 - mmdet - INFO - Epoch [23][400/1849] lr: 2.000e-04, eta: 1:57:28, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9443, loss_bbox: 0.7618, loss_iou: 1.1304, d0.loss_cls: 2.0501, d0.loss_bbox: 0.8118, d0.loss_iou: 1.1905, d1.loss_cls: 2.0152, d1.loss_bbox: 0.7938, d1.loss_iou: 1.1683, d2.loss_cls: 1.9811, d2.loss_bbox: 0.7783, d2.loss_iou: 1.1483, d3.loss_cls: 1.9655, d3.loss_bbox: 0.7694, d3.loss_iou: 1.1382, d4.loss_cls: 1.9513, d4.loss_bbox: 0.7632, d4.loss_iou: 1.1331, loss: 23.4946, grad_norm: 16.8612 -2022-10-26 21:13:02,013 - mmdet - INFO - Epoch [23][450/1849] lr: 2.000e-04, eta: 1:57:22, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9554, loss_bbox: 0.7649, loss_iou: 1.1352, d0.loss_cls: 2.0604, d0.loss_bbox: 0.8158, d0.loss_iou: 1.1974, d1.loss_cls: 2.0275, d1.loss_bbox: 0.7974, d1.loss_iou: 1.1742, d2.loss_cls: 1.9960, d2.loss_bbox: 0.7820, d2.loss_iou: 1.1541, d3.loss_cls: 1.9772, d3.loss_bbox: 0.7725, d3.loss_iou: 1.1437, d4.loss_cls: 1.9621, d4.loss_bbox: 0.7677, d4.loss_iou: 1.1381, loss: 23.6216, grad_norm: 15.2196 -2022-10-26 21:13:09,025 - mmdet - INFO - Epoch [23][500/1849] lr: 2.000e-04, eta: 1:57:15, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9560, loss_bbox: 0.7593, loss_iou: 1.1302, d0.loss_cls: 2.0635, d0.loss_bbox: 0.8100, d0.loss_iou: 1.1927, d1.loss_cls: 2.0284, d1.loss_bbox: 0.7921, d1.loss_iou: 1.1702, d2.loss_cls: 1.9989, d2.loss_bbox: 0.7761, d2.loss_iou: 1.1491, d3.loss_cls: 1.9760, d3.loss_bbox: 0.7661, d3.loss_iou: 1.1396, d4.loss_cls: 1.9618, d4.loss_bbox: 0.7612, d4.loss_iou: 1.1334, loss: 23.5644, grad_norm: 14.8411 -2022-10-26 21:13:15,998 - mmdet - INFO - Epoch [23][550/1849] lr: 2.000e-04, eta: 1:57:08, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9558, loss_bbox: 0.7638, loss_iou: 1.1368, d0.loss_cls: 2.0653, d0.loss_bbox: 0.8142, d0.loss_iou: 1.1977, d1.loss_cls: 2.0308, d1.loss_bbox: 0.7959, d1.loss_iou: 1.1750, d2.loss_cls: 2.0006, d2.loss_bbox: 0.7800, d2.loss_iou: 1.1550, d3.loss_cls: 1.9780, d3.loss_bbox: 0.7703, d3.loss_iou: 1.1453, d4.loss_cls: 1.9639, d4.loss_bbox: 0.7658, d4.loss_iou: 1.1388, loss: 23.6329, grad_norm: 16.3609 -2022-10-26 21:13:22,994 - mmdet - INFO - Epoch [23][600/1849] lr: 2.000e-04, eta: 1:57:02, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9510, loss_bbox: 0.7559, loss_iou: 1.1337, d0.loss_cls: 2.0521, d0.loss_bbox: 0.8073, d0.loss_iou: 1.1953, d1.loss_cls: 2.0219, d1.loss_bbox: 0.7881, d1.loss_iou: 1.1720, d2.loss_cls: 1.9900, d2.loss_bbox: 0.7730, d2.loss_iou: 1.1522, d3.loss_cls: 1.9755, d3.loss_bbox: 0.7633, d3.loss_iou: 1.1420, d4.loss_cls: 1.9574, d4.loss_bbox: 0.7575, d4.loss_iou: 1.1366, loss: 23.5250, grad_norm: 15.4528 -2022-10-26 21:13:29,991 - mmdet - INFO - Epoch [23][650/1849] lr: 2.000e-04, eta: 1:56:55, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9647, loss_bbox: 0.7601, loss_iou: 1.1364, d0.loss_cls: 2.0715, d0.loss_bbox: 0.8136, d0.loss_iou: 1.1998, d1.loss_cls: 2.0362, d1.loss_bbox: 0.7937, d1.loss_iou: 1.1760, d2.loss_cls: 2.0060, d2.loss_bbox: 0.7775, d2.loss_iou: 1.1551, d3.loss_cls: 1.9853, d3.loss_bbox: 0.7674, d3.loss_iou: 1.1463, d4.loss_cls: 1.9725, d4.loss_bbox: 0.7617, d4.loss_iou: 1.1392, loss: 23.6629, grad_norm: 16.9473 -2022-10-26 21:13:37,292 - mmdet - INFO - Epoch [23][700/1849] lr: 2.000e-04, eta: 1:56:49, time: 0.146, data_time: 0.005, memory: 4401, loss_cls: 1.9496, loss_bbox: 0.7545, loss_iou: 1.1291, d0.loss_cls: 2.0493, d0.loss_bbox: 0.8068, d0.loss_iou: 1.1917, d1.loss_cls: 2.0186, d1.loss_bbox: 0.7871, d1.loss_iou: 1.1701, d2.loss_cls: 1.9874, d2.loss_bbox: 0.7709, d2.loss_iou: 1.1490, d3.loss_cls: 1.9685, d3.loss_bbox: 0.7606, d3.loss_iou: 1.1383, d4.loss_cls: 1.9554, d4.loss_bbox: 0.7560, d4.loss_iou: 1.1317, loss: 23.4746, grad_norm: 14.2784 -2022-10-26 21:13:44,326 - mmdet - INFO - Epoch [23][750/1849] lr: 2.000e-04, eta: 1:56:42, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9619, loss_bbox: 0.7626, loss_iou: 1.1337, d0.loss_cls: 2.0663, d0.loss_bbox: 0.8128, d0.loss_iou: 1.1948, d1.loss_cls: 2.0323, d1.loss_bbox: 0.7944, d1.loss_iou: 1.1717, d2.loss_cls: 1.9995, d2.loss_bbox: 0.7793, d2.loss_iou: 1.1524, d3.loss_cls: 1.9823, d3.loss_bbox: 0.7694, d3.loss_iou: 1.1425, d4.loss_cls: 1.9685, d4.loss_bbox: 0.7642, d4.loss_iou: 1.1361, loss: 23.6247, grad_norm: 15.2593 -2022-10-26 21:13:51,321 - mmdet - INFO - Epoch [23][800/1849] lr: 2.000e-04, eta: 1:56:35, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9516, loss_bbox: 0.7577, loss_iou: 1.1327, d0.loss_cls: 2.0536, d0.loss_bbox: 0.8087, d0.loss_iou: 1.1967, d1.loss_cls: 2.0222, d1.loss_bbox: 0.7888, d1.loss_iou: 1.1738, d2.loss_cls: 1.9907, d2.loss_bbox: 0.7736, d2.loss_iou: 1.1529, d3.loss_cls: 1.9711, d3.loss_bbox: 0.7649, d3.loss_iou: 1.1423, d4.loss_cls: 1.9607, d4.loss_bbox: 0.7591, d4.loss_iou: 1.1349, loss: 23.5361, grad_norm: 15.7445 -2022-10-26 21:13:58,390 - mmdet - INFO - Epoch [23][850/1849] lr: 2.000e-04, eta: 1:56:29, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9637, loss_bbox: 0.7629, loss_iou: 1.1379, d0.loss_cls: 2.0666, d0.loss_bbox: 0.8146, d0.loss_iou: 1.1986, d1.loss_cls: 2.0347, d1.loss_bbox: 0.7946, d1.loss_iou: 1.1769, d2.loss_cls: 2.0044, d2.loss_bbox: 0.7812, d2.loss_iou: 1.1566, d3.loss_cls: 1.9841, d3.loss_bbox: 0.7710, d3.loss_iou: 1.1468, d4.loss_cls: 1.9711, d4.loss_bbox: 0.7649, d4.loss_iou: 1.1404, loss: 23.6708, grad_norm: 14.9269 -2022-10-26 21:14:05,240 - mmdet - INFO - Epoch [23][900/1849] lr: 2.000e-04, eta: 1:56:22, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9634, loss_bbox: 0.7650, loss_iou: 1.1354, d0.loss_cls: 2.0650, d0.loss_bbox: 0.8168, d0.loss_iou: 1.1958, d1.loss_cls: 2.0364, d1.loss_bbox: 0.7976, d1.loss_iou: 1.1742, d2.loss_cls: 2.0055, d2.loss_bbox: 0.7812, d2.loss_iou: 1.1533, d3.loss_cls: 1.9853, d3.loss_bbox: 0.7717, d3.loss_iou: 1.1445, d4.loss_cls: 1.9736, d4.loss_bbox: 0.7667, d4.loss_iou: 1.1380, loss: 23.6691, grad_norm: 13.8153 -2022-10-26 21:14:12,359 - mmdet - INFO - Epoch [23][950/1849] lr: 2.000e-04, eta: 1:56:15, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9750, loss_bbox: 0.7640, loss_iou: 1.1381, d0.loss_cls: 2.0763, d0.loss_bbox: 0.8129, d0.loss_iou: 1.1962, d1.loss_cls: 2.0439, d1.loss_bbox: 0.7937, d1.loss_iou: 1.1759, d2.loss_cls: 2.0124, d2.loss_bbox: 0.7797, d2.loss_iou: 1.1559, d3.loss_cls: 1.9959, d3.loss_bbox: 0.7711, d3.loss_iou: 1.1465, d4.loss_cls: 1.9824, d4.loss_bbox: 0.7659, d4.loss_iou: 1.1408, loss: 23.7266, grad_norm: 15.2662 -2022-10-26 21:14:19,421 - mmdet - INFO - Epoch [23][1000/1849] lr: 2.000e-04, eta: 1:56:09, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9632, loss_bbox: 0.7615, loss_iou: 1.1382, d0.loss_cls: 2.0655, d0.loss_bbox: 0.8138, d0.loss_iou: 1.1979, d1.loss_cls: 2.0333, d1.loss_bbox: 0.7940, d1.loss_iou: 1.1775, d2.loss_cls: 2.0029, d2.loss_bbox: 0.7787, d2.loss_iou: 1.1566, d3.loss_cls: 1.9837, d3.loss_bbox: 0.7689, d3.loss_iou: 1.1466, d4.loss_cls: 1.9716, d4.loss_bbox: 0.7634, d4.loss_iou: 1.1408, loss: 23.6580, grad_norm: 16.6120 -2022-10-26 21:14:26,498 - mmdet - INFO - Epoch [23][1050/1849] lr: 2.000e-04, eta: 1:56:02, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9623, loss_bbox: 0.7631, loss_iou: 1.1405, d0.loss_cls: 2.0623, d0.loss_bbox: 0.8155, d0.loss_iou: 1.2015, d1.loss_cls: 2.0336, d1.loss_bbox: 0.7962, d1.loss_iou: 1.1797, d2.loss_cls: 2.0005, d2.loss_bbox: 0.7802, d2.loss_iou: 1.1580, d3.loss_cls: 1.9832, d3.loss_bbox: 0.7713, d3.loss_iou: 1.1488, d4.loss_cls: 1.9691, d4.loss_bbox: 0.7654, d4.loss_iou: 1.1431, loss: 23.6743, grad_norm: 15.5861 -2022-10-26 21:14:33,400 - mmdet - INFO - Epoch [23][1100/1849] lr: 2.000e-04, eta: 1:55:55, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9594, loss_bbox: 0.7588, loss_iou: 1.1338, d0.loss_cls: 2.0612, d0.loss_bbox: 0.8097, d0.loss_iou: 1.1957, d1.loss_cls: 2.0270, d1.loss_bbox: 0.7909, d1.loss_iou: 1.1733, d2.loss_cls: 1.9990, d2.loss_bbox: 0.7758, d2.loss_iou: 1.1525, d3.loss_cls: 1.9794, d3.loss_bbox: 0.7667, d3.loss_iou: 1.1422, d4.loss_cls: 1.9663, d4.loss_bbox: 0.7613, d4.loss_iou: 1.1364, loss: 23.5895, grad_norm: 15.0873 -2022-10-26 21:14:40,125 - mmdet - INFO - Epoch [23][1150/1849] lr: 2.000e-04, eta: 1:55:48, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.9613, loss_bbox: 0.7620, loss_iou: 1.1358, d0.loss_cls: 2.0668, d0.loss_bbox: 0.8132, d0.loss_iou: 1.1982, d1.loss_cls: 2.0327, d1.loss_bbox: 0.7945, d1.loss_iou: 1.1753, d2.loss_cls: 2.0007, d2.loss_bbox: 0.7794, d2.loss_iou: 1.1535, d3.loss_cls: 1.9819, d3.loss_bbox: 0.7695, d3.loss_iou: 1.1441, d4.loss_cls: 1.9691, d4.loss_bbox: 0.7641, d4.loss_iou: 1.1381, loss: 23.6402, grad_norm: 16.4985 -2022-10-26 21:14:47,040 - mmdet - INFO - Epoch [23][1200/1849] lr: 2.000e-04, eta: 1:55:41, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9625, loss_bbox: 0.7585, loss_iou: 1.1300, d0.loss_cls: 2.0634, d0.loss_bbox: 0.8099, d0.loss_iou: 1.1936, d1.loss_cls: 2.0343, d1.loss_bbox: 0.7906, d1.loss_iou: 1.1702, d2.loss_cls: 2.0044, d2.loss_bbox: 0.7761, d2.loss_iou: 1.1497, d3.loss_cls: 1.9846, d3.loss_bbox: 0.7661, d3.loss_iou: 1.1398, d4.loss_cls: 1.9702, d4.loss_bbox: 0.7602, d4.loss_iou: 1.1327, loss: 23.5968, grad_norm: 14.0971 -2022-10-26 21:14:54,086 - mmdet - INFO - Epoch [23][1250/1849] lr: 2.000e-04, eta: 1:55:35, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9703, loss_bbox: 0.7661, loss_iou: 1.1395, d0.loss_cls: 2.0727, d0.loss_bbox: 0.8182, d0.loss_iou: 1.2003, d1.loss_cls: 2.0415, d1.loss_bbox: 0.7979, d1.loss_iou: 1.1780, d2.loss_cls: 2.0088, d2.loss_bbox: 0.7831, d2.loss_iou: 1.1578, d3.loss_cls: 1.9900, d3.loss_bbox: 0.7735, d3.loss_iou: 1.1477, d4.loss_cls: 1.9742, d4.loss_bbox: 0.7682, d4.loss_iou: 1.1418, loss: 23.7295, grad_norm: 16.7717 -2022-10-26 21:15:01,127 - mmdet - INFO - Epoch [23][1300/1849] lr: 2.000e-04, eta: 1:55:28, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9556, loss_bbox: 0.7688, loss_iou: 1.1439, d0.loss_cls: 2.0581, d0.loss_bbox: 0.8181, d0.loss_iou: 1.2053, d1.loss_cls: 2.0263, d1.loss_bbox: 0.7997, d1.loss_iou: 1.1822, d2.loss_cls: 1.9982, d2.loss_bbox: 0.7839, d2.loss_iou: 1.1621, d3.loss_cls: 1.9775, d3.loss_bbox: 0.7763, d3.loss_iou: 1.1532, d4.loss_cls: 1.9641, d4.loss_bbox: 0.7702, d4.loss_iou: 1.1467, loss: 23.6901, grad_norm: 16.4127 -2022-10-26 21:15:08,190 - mmdet - INFO - Epoch [23][1350/1849] lr: 2.000e-04, eta: 1:55:22, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9652, loss_bbox: 0.7613, loss_iou: 1.1296, d0.loss_cls: 2.0616, d0.loss_bbox: 0.8121, d0.loss_iou: 1.1908, d1.loss_cls: 2.0337, d1.loss_bbox: 0.7930, d1.loss_iou: 1.1695, d2.loss_cls: 2.0011, d2.loss_bbox: 0.7768, d2.loss_iou: 1.1491, d3.loss_cls: 1.9838, d3.loss_bbox: 0.7689, d3.loss_iou: 1.1375, d4.loss_cls: 1.9717, d4.loss_bbox: 0.7629, d4.loss_iou: 1.1314, loss: 23.6000, grad_norm: 15.0867 -2022-10-26 21:15:15,138 - mmdet - INFO - Epoch [23][1400/1849] lr: 2.000e-04, eta: 1:55:15, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9723, loss_bbox: 0.7610, loss_iou: 1.1370, d0.loss_cls: 2.0706, d0.loss_bbox: 0.8129, d0.loss_iou: 1.1986, d1.loss_cls: 2.0384, d1.loss_bbox: 0.7935, d1.loss_iou: 1.1761, d2.loss_cls: 2.0067, d2.loss_bbox: 0.7781, d2.loss_iou: 1.1559, d3.loss_cls: 1.9932, d3.loss_bbox: 0.7682, d3.loss_iou: 1.1466, d4.loss_cls: 1.9783, d4.loss_bbox: 0.7629, d4.loss_iou: 1.1396, loss: 23.6899, grad_norm: 15.5529 -2022-10-26 21:15:22,214 - mmdet - INFO - Epoch [23][1450/1849] lr: 2.000e-04, eta: 1:55:08, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9681, loss_bbox: 0.7624, loss_iou: 1.1304, d0.loss_cls: 2.0706, d0.loss_bbox: 0.8148, d0.loss_iou: 1.1928, d1.loss_cls: 2.0363, d1.loss_bbox: 0.7959, d1.loss_iou: 1.1708, d2.loss_cls: 2.0066, d2.loss_bbox: 0.7804, d2.loss_iou: 1.1499, d3.loss_cls: 1.9892, d3.loss_bbox: 0.7704, d3.loss_iou: 1.1392, d4.loss_cls: 1.9751, d4.loss_bbox: 0.7641, d4.loss_iou: 1.1336, loss: 23.6509, grad_norm: 15.5220 -2022-10-26 21:15:29,163 - mmdet - INFO - Epoch [23][1500/1849] lr: 2.000e-04, eta: 1:55:01, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9590, loss_bbox: 0.7616, loss_iou: 1.1443, d0.loss_cls: 2.0579, d0.loss_bbox: 0.8105, d0.loss_iou: 1.2029, d1.loss_cls: 2.0257, d1.loss_bbox: 0.7936, d1.loss_iou: 1.1809, d2.loss_cls: 1.9960, d2.loss_bbox: 0.7786, d2.loss_iou: 1.1614, d3.loss_cls: 1.9770, d3.loss_bbox: 0.7692, d3.loss_iou: 1.1520, d4.loss_cls: 1.9647, d4.loss_bbox: 0.7636, d4.loss_iou: 1.1461, loss: 23.6449, grad_norm: 14.6781 -2022-10-26 21:15:35,981 - mmdet - INFO - Epoch [23][1550/1849] lr: 2.000e-04, eta: 1:54:55, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9859, loss_bbox: 0.7622, loss_iou: 1.1318, d0.loss_cls: 2.0896, d0.loss_bbox: 0.8133, d0.loss_iou: 1.1929, d1.loss_cls: 2.0585, d1.loss_bbox: 0.7941, d1.loss_iou: 1.1716, d2.loss_cls: 2.0254, d2.loss_bbox: 0.7789, d2.loss_iou: 1.1515, d3.loss_cls: 2.0043, d3.loss_bbox: 0.7703, d3.loss_iou: 1.1405, d4.loss_cls: 1.9907, d4.loss_bbox: 0.7637, d4.loss_iou: 1.1344, loss: 23.7594, grad_norm: 14.5237 -2022-10-26 21:15:42,934 - mmdet - INFO - Epoch [23][1600/1849] lr: 2.000e-04, eta: 1:54:48, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9674, loss_bbox: 0.7604, loss_iou: 1.1361, d0.loss_cls: 2.0741, d0.loss_bbox: 0.8123, d0.loss_iou: 1.1982, d1.loss_cls: 2.0402, d1.loss_bbox: 0.7926, d1.loss_iou: 1.1759, d2.loss_cls: 2.0093, d2.loss_bbox: 0.7775, d2.loss_iou: 1.1546, d3.loss_cls: 1.9893, d3.loss_bbox: 0.7678, d3.loss_iou: 1.1442, d4.loss_cls: 1.9761, d4.loss_bbox: 0.7623, d4.loss_iou: 1.1383, loss: 23.6767, grad_norm: 14.3048 -2022-10-26 21:15:49,848 - mmdet - INFO - Epoch [23][1650/1849] lr: 2.000e-04, eta: 1:54:41, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9632, loss_bbox: 0.7617, loss_iou: 1.1384, d0.loss_cls: 2.0624, d0.loss_bbox: 0.8144, d0.loss_iou: 1.2006, d1.loss_cls: 2.0317, d1.loss_bbox: 0.7939, d1.loss_iou: 1.1796, d2.loss_cls: 2.0009, d2.loss_bbox: 0.7789, d2.loss_iou: 1.1575, d3.loss_cls: 1.9839, d3.loss_bbox: 0.7687, d3.loss_iou: 1.1474, d4.loss_cls: 1.9695, d4.loss_bbox: 0.7635, d4.loss_iou: 1.1410, loss: 23.6571, grad_norm: 15.3608 -2022-10-26 21:15:56,774 - mmdet - INFO - Epoch [23][1700/1849] lr: 2.000e-04, eta: 1:54:34, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9777, loss_bbox: 0.7699, loss_iou: 1.1419, d0.loss_cls: 2.0743, d0.loss_bbox: 0.8189, d0.loss_iou: 1.2007, d1.loss_cls: 2.0475, d1.loss_bbox: 0.8017, d1.loss_iou: 1.1797, d2.loss_cls: 2.0177, d2.loss_bbox: 0.7864, d2.loss_iou: 1.1595, d3.loss_cls: 1.9988, d3.loss_bbox: 0.7769, d3.loss_iou: 1.1502, d4.loss_cls: 1.9864, d4.loss_bbox: 0.7724, d4.loss_iou: 1.1439, loss: 23.8045, grad_norm: 16.6181 -2022-10-26 21:16:03,773 - mmdet - INFO - Epoch [23][1750/1849] lr: 2.000e-04, eta: 1:54:27, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9703, loss_bbox: 0.7626, loss_iou: 1.1353, d0.loss_cls: 2.0717, d0.loss_bbox: 0.8143, d0.loss_iou: 1.1961, d1.loss_cls: 2.0386, d1.loss_bbox: 0.7957, d1.loss_iou: 1.1742, d2.loss_cls: 2.0082, d2.loss_bbox: 0.7791, d2.loss_iou: 1.1536, d3.loss_cls: 1.9905, d3.loss_bbox: 0.7703, d3.loss_iou: 1.1432, d4.loss_cls: 1.9758, d4.loss_bbox: 0.7645, d4.loss_iou: 1.1378, loss: 23.6817, grad_norm: 14.5006 -2022-10-26 21:16:10,845 - mmdet - INFO - Epoch [23][1800/1849] lr: 2.000e-04, eta: 1:54:21, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9689, loss_bbox: 0.7662, loss_iou: 1.1381, d0.loss_cls: 2.0683, d0.loss_bbox: 0.8172, d0.loss_iou: 1.2000, d1.loss_cls: 2.0376, d1.loss_bbox: 0.7978, d1.loss_iou: 1.1776, d2.loss_cls: 2.0084, d2.loss_bbox: 0.7829, d2.loss_iou: 1.1569, d3.loss_cls: 1.9901, d3.loss_bbox: 0.7734, d3.loss_iou: 1.1469, d4.loss_cls: 1.9765, d4.loss_bbox: 0.7681, d4.loss_iou: 1.1407, loss: 23.7157, grad_norm: 16.0578 -2022-10-26 21:16:17,984 - mmdet - INFO - Saving checkpoint at 23 epochs -2022-10-26 21:16:28,376 - mmdet - INFO - Epoch [24][50/1849] lr: 2.000e-04, eta: 1:54:03, time: 0.195, data_time: 0.063, memory: 4401, loss_cls: 1.9526, loss_bbox: 0.7601, loss_iou: 1.1378, d0.loss_cls: 2.0555, d0.loss_bbox: 0.8126, d0.loss_iou: 1.1994, d1.loss_cls: 2.0267, d1.loss_bbox: 0.7925, d1.loss_iou: 1.1765, d2.loss_cls: 1.9926, d2.loss_bbox: 0.7774, d2.loss_iou: 1.1564, d3.loss_cls: 1.9724, d3.loss_bbox: 0.7677, d3.loss_iou: 1.1470, d4.loss_cls: 1.9585, d4.loss_bbox: 0.7627, d4.loss_iou: 1.1406, loss: 23.5890, grad_norm: 15.2126 -2022-10-26 21:16:35,828 - mmdet - INFO - Epoch [24][100/1849] lr: 2.000e-04, eta: 1:53:57, time: 0.149, data_time: 0.005, memory: 4401, loss_cls: 1.9332, loss_bbox: 0.7598, loss_iou: 1.1334, d0.loss_cls: 2.0358, d0.loss_bbox: 0.8106, d0.loss_iou: 1.1943, d1.loss_cls: 2.0035, d1.loss_bbox: 0.7924, d1.loss_iou: 1.1728, d2.loss_cls: 1.9738, d2.loss_bbox: 0.7768, d2.loss_iou: 1.1527, d3.loss_cls: 1.9513, d3.loss_bbox: 0.7675, d3.loss_iou: 1.1422, d4.loss_cls: 1.9391, d4.loss_bbox: 0.7615, d4.loss_iou: 1.1358, loss: 23.4366, grad_norm: 15.2541 -2022-10-26 21:16:42,965 - mmdet - INFO - Epoch [24][150/1849] lr: 2.000e-04, eta: 1:53:50, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9534, loss_bbox: 0.7579, loss_iou: 1.1282, d0.loss_cls: 2.0603, d0.loss_bbox: 0.8107, d0.loss_iou: 1.1907, d1.loss_cls: 2.0261, d1.loss_bbox: 0.7909, d1.loss_iou: 1.1682, d2.loss_cls: 1.9924, d2.loss_bbox: 0.7758, d2.loss_iou: 1.1470, d3.loss_cls: 1.9748, d3.loss_bbox: 0.7653, d3.loss_iou: 1.1360, d4.loss_cls: 1.9613, d4.loss_bbox: 0.7600, d4.loss_iou: 1.1299, loss: 23.5289, grad_norm: 13.8461 -2022-10-26 21:16:49,791 - mmdet - INFO - Epoch [24][200/1849] lr: 2.000e-04, eta: 1:53:43, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9610, loss_bbox: 0.7641, loss_iou: 1.1340, d0.loss_cls: 2.0635, d0.loss_bbox: 0.8148, d0.loss_iou: 1.1966, d1.loss_cls: 2.0320, d1.loss_bbox: 0.7954, d1.loss_iou: 1.1743, d2.loss_cls: 2.0002, d2.loss_bbox: 0.7811, d2.loss_iou: 1.1530, d3.loss_cls: 1.9829, d3.loss_bbox: 0.7721, d3.loss_iou: 1.1431, d4.loss_cls: 1.9686, d4.loss_bbox: 0.7664, d4.loss_iou: 1.1370, loss: 23.6401, grad_norm: 14.3822 -2022-10-26 21:16:56,692 - mmdet - INFO - Epoch [24][250/1849] lr: 2.000e-04, eta: 1:53:36, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9607, loss_bbox: 0.7656, loss_iou: 1.1387, d0.loss_cls: 2.0622, d0.loss_bbox: 0.8175, d0.loss_iou: 1.2008, d1.loss_cls: 2.0314, d1.loss_bbox: 0.7993, d1.loss_iou: 1.1787, d2.loss_cls: 2.0007, d2.loss_bbox: 0.7829, d2.loss_iou: 1.1585, d3.loss_cls: 1.9834, d3.loss_bbox: 0.7729, d3.loss_iou: 1.1483, d4.loss_cls: 1.9697, d4.loss_bbox: 0.7674, d4.loss_iou: 1.1413, loss: 23.6798, grad_norm: 18.0377 -2022-10-26 21:17:03,783 - mmdet - INFO - Epoch [24][300/1849] lr: 2.000e-04, eta: 1:53:30, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9474, loss_bbox: 0.7577, loss_iou: 1.1315, d0.loss_cls: 2.0478, d0.loss_bbox: 0.8095, d0.loss_iou: 1.1951, d1.loss_cls: 2.0169, d1.loss_bbox: 0.7912, d1.loss_iou: 1.1718, d2.loss_cls: 1.9859, d2.loss_bbox: 0.7748, d2.loss_iou: 1.1513, d3.loss_cls: 1.9682, d3.loss_bbox: 0.7651, d3.loss_iou: 1.1409, d4.loss_cls: 1.9558, d4.loss_bbox: 0.7596, d4.loss_iou: 1.1343, loss: 23.5047, grad_norm: 15.1519 -2022-10-26 21:17:10,811 - mmdet - INFO - Epoch [24][350/1849] lr: 2.000e-04, eta: 1:53:23, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9602, loss_bbox: 0.7631, loss_iou: 1.1354, d0.loss_cls: 2.0662, d0.loss_bbox: 0.8147, d0.loss_iou: 1.1985, d1.loss_cls: 2.0323, d1.loss_bbox: 0.7956, d1.loss_iou: 1.1757, d2.loss_cls: 1.9992, d2.loss_bbox: 0.7798, d2.loss_iou: 1.1549, d3.loss_cls: 1.9803, d3.loss_bbox: 0.7710, d3.loss_iou: 1.1444, d4.loss_cls: 1.9675, d4.loss_bbox: 0.7646, d4.loss_iou: 1.1384, loss: 23.6418, grad_norm: 14.1325 -2022-10-26 21:17:17,904 - mmdet - INFO - Epoch [24][400/1849] lr: 2.000e-04, eta: 1:53:16, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9641, loss_bbox: 0.7624, loss_iou: 1.1351, d0.loss_cls: 2.0664, d0.loss_bbox: 0.8147, d0.loss_iou: 1.1972, d1.loss_cls: 2.0335, d1.loss_bbox: 0.7943, d1.loss_iou: 1.1728, d2.loss_cls: 2.0031, d2.loss_bbox: 0.7788, d2.loss_iou: 1.1534, d3.loss_cls: 1.9829, d3.loss_bbox: 0.7701, d3.loss_iou: 1.1431, d4.loss_cls: 1.9721, d4.loss_bbox: 0.7645, d4.loss_iou: 1.1374, loss: 23.6459, grad_norm: 14.8308 -2022-10-26 21:17:24,721 - mmdet - INFO - Epoch [24][450/1849] lr: 2.000e-04, eta: 1:53:10, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9574, loss_bbox: 0.7634, loss_iou: 1.1412, d0.loss_cls: 2.0628, d0.loss_bbox: 0.8151, d0.loss_iou: 1.2031, d1.loss_cls: 2.0305, d1.loss_bbox: 0.7965, d1.loss_iou: 1.1809, d2.loss_cls: 1.9958, d2.loss_bbox: 0.7809, d2.loss_iou: 1.1603, d3.loss_cls: 1.9800, d3.loss_bbox: 0.7711, d3.loss_iou: 1.1497, d4.loss_cls: 1.9656, d4.loss_bbox: 0.7654, d4.loss_iou: 1.1437, loss: 23.6634, grad_norm: 15.6069 -2022-10-26 21:17:31,670 - mmdet - INFO - Epoch [24][500/1849] lr: 2.000e-04, eta: 1:53:03, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9542, loss_bbox: 0.7564, loss_iou: 1.1347, d0.loss_cls: 2.0567, d0.loss_bbox: 0.8076, d0.loss_iou: 1.1971, d1.loss_cls: 2.0237, d1.loss_bbox: 0.7873, d1.loss_iou: 1.1740, d2.loss_cls: 1.9936, d2.loss_bbox: 0.7730, d2.loss_iou: 1.1537, d3.loss_cls: 1.9742, d3.loss_bbox: 0.7637, d3.loss_iou: 1.1444, d4.loss_cls: 1.9627, d4.loss_bbox: 0.7581, d4.loss_iou: 1.1372, loss: 23.5524, grad_norm: 16.2383 -2022-10-26 21:17:38,520 - mmdet - INFO - Epoch [24][550/1849] lr: 2.000e-04, eta: 1:52:56, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9516, loss_bbox: 0.7624, loss_iou: 1.1359, d0.loss_cls: 2.0558, d0.loss_bbox: 0.8151, d0.loss_iou: 1.1982, d1.loss_cls: 2.0197, d1.loss_bbox: 0.7950, d1.loss_iou: 1.1759, d2.loss_cls: 1.9923, d2.loss_bbox: 0.7796, d2.loss_iou: 1.1552, d3.loss_cls: 1.9736, d3.loss_bbox: 0.7703, d3.loss_iou: 1.1450, d4.loss_cls: 1.9586, d4.loss_bbox: 0.7644, d4.loss_iou: 1.1385, loss: 23.5871, grad_norm: 15.4274 -2022-10-26 21:17:45,433 - mmdet - INFO - Epoch [24][600/1849] lr: 2.000e-04, eta: 1:52:49, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9501, loss_bbox: 0.7606, loss_iou: 1.1359, d0.loss_cls: 2.0550, d0.loss_bbox: 0.8122, d0.loss_iou: 1.1975, d1.loss_cls: 2.0203, d1.loss_bbox: 0.7928, d1.loss_iou: 1.1752, d2.loss_cls: 1.9884, d2.loss_bbox: 0.7778, d2.loss_iou: 1.1546, d3.loss_cls: 1.9703, d3.loss_bbox: 0.7684, d3.loss_iou: 1.1453, d4.loss_cls: 1.9589, d4.loss_bbox: 0.7622, d4.loss_iou: 1.1387, loss: 23.5642, grad_norm: 16.0670 -2022-10-26 21:17:52,502 - mmdet - INFO - Epoch [24][650/1849] lr: 2.000e-04, eta: 1:52:42, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9645, loss_bbox: 0.7619, loss_iou: 1.1399, d0.loss_cls: 2.0728, d0.loss_bbox: 0.8141, d0.loss_iou: 1.2008, d1.loss_cls: 2.0340, d1.loss_bbox: 0.7952, d1.loss_iou: 1.1795, d2.loss_cls: 2.0019, d2.loss_bbox: 0.7799, d2.loss_iou: 1.1581, d3.loss_cls: 1.9854, d3.loss_bbox: 0.7693, d3.loss_iou: 1.1485, d4.loss_cls: 1.9729, d4.loss_bbox: 0.7638, d4.loss_iou: 1.1419, loss: 23.6845, grad_norm: 14.7284 -2022-10-26 21:17:59,278 - mmdet - INFO - Epoch [24][700/1849] lr: 2.000e-04, eta: 1:52:36, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9706, loss_bbox: 0.7647, loss_iou: 1.1373, d0.loss_cls: 2.0753, d0.loss_bbox: 0.8173, d0.loss_iou: 1.1985, d1.loss_cls: 2.0433, d1.loss_bbox: 0.7984, d1.loss_iou: 1.1766, d2.loss_cls: 2.0109, d2.loss_bbox: 0.7828, d2.loss_iou: 1.1565, d3.loss_cls: 1.9933, d3.loss_bbox: 0.7723, d3.loss_iou: 1.1455, d4.loss_cls: 1.9785, d4.loss_bbox: 0.7664, d4.loss_iou: 1.1395, loss: 23.7276, grad_norm: 14.4830 -2022-10-26 21:18:06,408 - mmdet - INFO - Epoch [24][750/1849] lr: 2.000e-04, eta: 1:52:29, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9753, loss_bbox: 0.7665, loss_iou: 1.1371, d0.loss_cls: 2.0791, d0.loss_bbox: 0.8188, d0.loss_iou: 1.1987, d1.loss_cls: 2.0480, d1.loss_bbox: 0.7987, d1.loss_iou: 1.1770, d2.loss_cls: 2.0182, d2.loss_bbox: 0.7837, d2.loss_iou: 1.1560, d3.loss_cls: 1.9965, d3.loss_bbox: 0.7737, d3.loss_iou: 1.1459, d4.loss_cls: 1.9835, d4.loss_bbox: 0.7684, d4.loss_iou: 1.1391, loss: 23.7642, grad_norm: 16.9383 -2022-10-26 21:18:13,504 - mmdet - INFO - Epoch [24][800/1849] lr: 2.000e-04, eta: 1:52:22, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9504, loss_bbox: 0.7576, loss_iou: 1.1324, d0.loss_cls: 2.0540, d0.loss_bbox: 0.8117, d0.loss_iou: 1.1954, d1.loss_cls: 2.0210, d1.loss_bbox: 0.7905, d1.loss_iou: 1.1725, d2.loss_cls: 1.9903, d2.loss_bbox: 0.7752, d2.loss_iou: 1.1518, d3.loss_cls: 1.9717, d3.loss_bbox: 0.7647, d3.loss_iou: 1.1414, d4.loss_cls: 1.9579, d4.loss_bbox: 0.7594, d4.loss_iou: 1.1350, loss: 23.5329, grad_norm: 16.0277 -2022-10-26 21:18:20,626 - mmdet - INFO - Epoch [24][850/1849] lr: 2.000e-04, eta: 1:52:16, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9570, loss_bbox: 0.7645, loss_iou: 1.1415, d0.loss_cls: 2.0618, d0.loss_bbox: 0.8178, d0.loss_iou: 1.2035, d1.loss_cls: 2.0266, d1.loss_bbox: 0.7982, d1.loss_iou: 1.1799, d2.loss_cls: 1.9948, d2.loss_bbox: 0.7831, d2.loss_iou: 1.1605, d3.loss_cls: 1.9787, d3.loss_bbox: 0.7727, d3.loss_iou: 1.1507, d4.loss_cls: 1.9643, d4.loss_bbox: 0.7668, d4.loss_iou: 1.1440, loss: 23.6664, grad_norm: 14.3686 -2022-10-26 21:18:27,615 - mmdet - INFO - Epoch [24][900/1849] lr: 2.000e-04, eta: 1:52:09, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9721, loss_bbox: 0.7628, loss_iou: 1.1380, d0.loss_cls: 2.0767, d0.loss_bbox: 0.8155, d0.loss_iou: 1.2019, d1.loss_cls: 2.0433, d1.loss_bbox: 0.7949, d1.loss_iou: 1.1775, d2.loss_cls: 2.0100, d2.loss_bbox: 0.7801, d2.loss_iou: 1.1573, d3.loss_cls: 1.9926, d3.loss_bbox: 0.7704, d3.loss_iou: 1.1469, d4.loss_cls: 1.9807, d4.loss_bbox: 0.7650, d4.loss_iou: 1.1405, loss: 23.7263, grad_norm: 15.7098 -2022-10-26 21:18:34,630 - mmdet - INFO - Epoch [24][950/1849] lr: 2.000e-04, eta: 1:52:02, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9701, loss_bbox: 0.7624, loss_iou: 1.1323, d0.loss_cls: 2.0732, d0.loss_bbox: 0.8140, d0.loss_iou: 1.1949, d1.loss_cls: 2.0419, d1.loss_bbox: 0.7944, d1.loss_iou: 1.1720, d2.loss_cls: 2.0092, d2.loss_bbox: 0.7801, d2.loss_iou: 1.1509, d3.loss_cls: 1.9909, d3.loss_bbox: 0.7702, d3.loss_iou: 1.1406, d4.loss_cls: 1.9794, d4.loss_bbox: 0.7644, d4.loss_iou: 1.1345, loss: 23.6756, grad_norm: 15.9402 -2022-10-26 21:18:41,533 - mmdet - INFO - Epoch [24][1000/1849] lr: 2.000e-04, eta: 1:51:56, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9409, loss_bbox: 0.7553, loss_iou: 1.1326, d0.loss_cls: 2.0454, d0.loss_bbox: 0.8065, d0.loss_iou: 1.1944, d1.loss_cls: 2.0102, d1.loss_bbox: 0.7873, d1.loss_iou: 1.1725, d2.loss_cls: 1.9768, d2.loss_bbox: 0.7718, d2.loss_iou: 1.1518, d3.loss_cls: 1.9572, d3.loss_bbox: 0.7618, d3.loss_iou: 1.1422, d4.loss_cls: 1.9469, d4.loss_bbox: 0.7565, d4.loss_iou: 1.1359, loss: 23.4460, grad_norm: 14.8706 -2022-10-26 21:18:48,545 - mmdet - INFO - Epoch [24][1050/1849] lr: 2.000e-04, eta: 1:51:49, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9675, loss_bbox: 0.7662, loss_iou: 1.1385, d0.loss_cls: 2.0676, d0.loss_bbox: 0.8174, d0.loss_iou: 1.1993, d1.loss_cls: 2.0321, d1.loss_bbox: 0.7986, d1.loss_iou: 1.1779, d2.loss_cls: 2.0051, d2.loss_bbox: 0.7827, d2.loss_iou: 1.1572, d3.loss_cls: 1.9861, d3.loss_bbox: 0.7740, d3.loss_iou: 1.1468, d4.loss_cls: 1.9748, d4.loss_bbox: 0.7685, d4.loss_iou: 1.1410, loss: 23.7013, grad_norm: 15.2374 -2022-10-26 21:18:55,415 - mmdet - INFO - Epoch [24][1100/1849] lr: 2.000e-04, eta: 1:51:42, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9650, loss_bbox: 0.7574, loss_iou: 1.1361, d0.loss_cls: 2.0672, d0.loss_bbox: 0.8094, d0.loss_iou: 1.1974, d1.loss_cls: 2.0343, d1.loss_bbox: 0.7902, d1.loss_iou: 1.1741, d2.loss_cls: 2.0038, d2.loss_bbox: 0.7742, d2.loss_iou: 1.1551, d3.loss_cls: 1.9867, d3.loss_bbox: 0.7650, d3.loss_iou: 1.1450, d4.loss_cls: 1.9717, d4.loss_bbox: 0.7594, d4.loss_iou: 1.1390, loss: 23.6310, grad_norm: 15.4144 -2022-10-26 21:19:02,230 - mmdet - INFO - Epoch [24][1150/1849] lr: 2.000e-04, eta: 1:51:35, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9699, loss_bbox: 0.7639, loss_iou: 1.1366, d0.loss_cls: 2.0726, d0.loss_bbox: 0.8158, d0.loss_iou: 1.1983, d1.loss_cls: 2.0417, d1.loss_bbox: 0.7959, d1.loss_iou: 1.1743, d2.loss_cls: 2.0104, d2.loss_bbox: 0.7802, d2.loss_iou: 1.1545, d3.loss_cls: 1.9922, d3.loss_bbox: 0.7714, d3.loss_iou: 1.1445, d4.loss_cls: 1.9772, d4.loss_bbox: 0.7658, d4.loss_iou: 1.1393, loss: 23.7047, grad_norm: 15.0663 -2022-10-26 21:19:08,901 - mmdet - INFO - Epoch [24][1200/1849] lr: 2.000e-04, eta: 1:51:28, time: 0.133, data_time: 0.005, memory: 4401, loss_cls: 1.9602, loss_bbox: 0.7594, loss_iou: 1.1320, d0.loss_cls: 2.0606, d0.loss_bbox: 0.8130, d0.loss_iou: 1.1958, d1.loss_cls: 2.0276, d1.loss_bbox: 0.7919, d1.loss_iou: 1.1721, d2.loss_cls: 1.9997, d2.loss_bbox: 0.7767, d2.loss_iou: 1.1500, d3.loss_cls: 1.9808, d3.loss_bbox: 0.7668, d3.loss_iou: 1.1399, d4.loss_cls: 1.9672, d4.loss_bbox: 0.7614, d4.loss_iou: 1.1343, loss: 23.5893, grad_norm: 15.3803 -2022-10-26 21:19:15,652 - mmdet - INFO - Epoch [24][1250/1849] lr: 2.000e-04, eta: 1:51:21, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.9706, loss_bbox: 0.7617, loss_iou: 1.1300, d0.loss_cls: 2.0753, d0.loss_bbox: 0.8137, d0.loss_iou: 1.1934, d1.loss_cls: 2.0391, d1.loss_bbox: 0.7942, d1.loss_iou: 1.1695, d2.loss_cls: 2.0063, d2.loss_bbox: 0.7789, d2.loss_iou: 1.1488, d3.loss_cls: 1.9908, d3.loss_bbox: 0.7689, d3.loss_iou: 1.1385, d4.loss_cls: 1.9782, d4.loss_bbox: 0.7638, d4.loss_iou: 1.1329, loss: 23.6547, grad_norm: 15.5411 -2022-10-26 21:19:22,350 - mmdet - INFO - Epoch [24][1300/1849] lr: 2.000e-04, eta: 1:51:14, time: 0.134, data_time: 0.004, memory: 4401, loss_cls: 1.9558, loss_bbox: 0.7605, loss_iou: 1.1337, d0.loss_cls: 2.0608, d0.loss_bbox: 0.8120, d0.loss_iou: 1.1950, d1.loss_cls: 2.0264, d1.loss_bbox: 0.7933, d1.loss_iou: 1.1730, d2.loss_cls: 1.9955, d2.loss_bbox: 0.7775, d2.loss_iou: 1.1526, d3.loss_cls: 1.9761, d3.loss_bbox: 0.7678, d3.loss_iou: 1.1425, d4.loss_cls: 1.9640, d4.loss_bbox: 0.7625, d4.loss_iou: 1.1360, loss: 23.5848, grad_norm: 15.7705 -2022-10-26 21:19:29,203 - mmdet - INFO - Epoch [24][1350/1849] lr: 2.000e-04, eta: 1:51:07, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9433, loss_bbox: 0.7554, loss_iou: 1.1289, d0.loss_cls: 2.0478, d0.loss_bbox: 0.8064, d0.loss_iou: 1.1899, d1.loss_cls: 2.0137, d1.loss_bbox: 0.7890, d1.loss_iou: 1.1675, d2.loss_cls: 1.9850, d2.loss_bbox: 0.7729, d2.loss_iou: 1.1478, d3.loss_cls: 1.9644, d3.loss_bbox: 0.7635, d3.loss_iou: 1.1376, d4.loss_cls: 1.9510, d4.loss_bbox: 0.7575, d4.loss_iou: 1.1315, loss: 23.4531, grad_norm: 17.1761 -2022-10-26 21:19:35,953 - mmdet - INFO - Epoch [24][1400/1849] lr: 2.000e-04, eta: 1:51:00, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9528, loss_bbox: 0.7592, loss_iou: 1.1309, d0.loss_cls: 2.0601, d0.loss_bbox: 0.8095, d0.loss_iou: 1.1921, d1.loss_cls: 2.0275, d1.loss_bbox: 0.7916, d1.loss_iou: 1.1699, d2.loss_cls: 1.9973, d2.loss_bbox: 0.7757, d2.loss_iou: 1.1489, d3.loss_cls: 1.9765, d3.loss_bbox: 0.7661, d3.loss_iou: 1.1397, d4.loss_cls: 1.9599, d4.loss_bbox: 0.7610, d4.loss_iou: 1.1330, loss: 23.5516, grad_norm: 15.5022 -2022-10-26 21:19:42,707 - mmdet - INFO - Epoch [24][1450/1849] lr: 2.000e-04, eta: 1:50:53, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9452, loss_bbox: 0.7561, loss_iou: 1.1311, d0.loss_cls: 2.0502, d0.loss_bbox: 0.8090, d0.loss_iou: 1.1949, d1.loss_cls: 2.0198, d1.loss_bbox: 0.7902, d1.loss_iou: 1.1709, d2.loss_cls: 1.9847, d2.loss_bbox: 0.7736, d2.loss_iou: 1.1511, d3.loss_cls: 1.9664, d3.loss_bbox: 0.7639, d3.loss_iou: 1.1395, d4.loss_cls: 1.9540, d4.loss_bbox: 0.7581, d4.loss_iou: 1.1335, loss: 23.4922, grad_norm: 16.1390 -2022-10-26 21:19:49,569 - mmdet - INFO - Epoch [24][1500/1849] lr: 2.000e-04, eta: 1:50:46, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9565, loss_bbox: 0.7595, loss_iou: 1.1347, d0.loss_cls: 2.0549, d0.loss_bbox: 0.8111, d0.loss_iou: 1.1963, d1.loss_cls: 2.0252, d1.loss_bbox: 0.7918, d1.loss_iou: 1.1738, d2.loss_cls: 1.9949, d2.loss_bbox: 0.7769, d2.loss_iou: 1.1524, d3.loss_cls: 1.9748, d3.loss_bbox: 0.7672, d3.loss_iou: 1.1430, d4.loss_cls: 1.9637, d4.loss_bbox: 0.7617, d4.loss_iou: 1.1368, loss: 23.5753, grad_norm: 13.9069 -2022-10-26 21:19:56,483 - mmdet - INFO - Epoch [24][1550/1849] lr: 2.000e-04, eta: 1:50:39, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9650, loss_bbox: 0.7635, loss_iou: 1.1380, d0.loss_cls: 2.0654, d0.loss_bbox: 0.8156, d0.loss_iou: 1.1988, d1.loss_cls: 2.0306, d1.loss_bbox: 0.7961, d1.loss_iou: 1.1768, d2.loss_cls: 2.0061, d2.loss_bbox: 0.7808, d2.loss_iou: 1.1554, d3.loss_cls: 1.9872, d3.loss_bbox: 0.7708, d3.loss_iou: 1.1459, d4.loss_cls: 1.9731, d4.loss_bbox: 0.7654, d4.loss_iou: 1.1406, loss: 23.6749, grad_norm: 16.2022 -2022-10-26 21:20:03,264 - mmdet - INFO - Epoch [24][1600/1849] lr: 2.000e-04, eta: 1:50:32, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9477, loss_bbox: 0.7627, loss_iou: 1.1339, d0.loss_cls: 2.0506, d0.loss_bbox: 0.8134, d0.loss_iou: 1.1956, d1.loss_cls: 2.0191, d1.loss_bbox: 0.7957, d1.loss_iou: 1.1726, d2.loss_cls: 1.9864, d2.loss_bbox: 0.7806, d2.loss_iou: 1.1526, d3.loss_cls: 1.9663, d3.loss_bbox: 0.7703, d3.loss_iou: 1.1424, d4.loss_cls: 1.9556, d4.loss_bbox: 0.7650, d4.loss_iou: 1.1362, loss: 23.5467, grad_norm: 15.1185 -2022-10-26 21:20:10,478 - mmdet - INFO - Epoch [24][1650/1849] lr: 2.000e-04, eta: 1:50:26, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.9634, loss_bbox: 0.7641, loss_iou: 1.1360, d0.loss_cls: 2.0634, d0.loss_bbox: 0.8157, d0.loss_iou: 1.1970, d1.loss_cls: 2.0334, d1.loss_bbox: 0.7966, d1.loss_iou: 1.1747, d2.loss_cls: 2.0018, d2.loss_bbox: 0.7815, d2.loss_iou: 1.1548, d3.loss_cls: 1.9822, d3.loss_bbox: 0.7718, d3.loss_iou: 1.1447, d4.loss_cls: 1.9697, d4.loss_bbox: 0.7665, d4.loss_iou: 1.1383, loss: 23.6558, grad_norm: 14.0441 -2022-10-26 21:20:17,480 - mmdet - INFO - Epoch [24][1700/1849] lr: 2.000e-04, eta: 1:50:19, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9523, loss_bbox: 0.7534, loss_iou: 1.1305, d0.loss_cls: 2.0552, d0.loss_bbox: 0.8058, d0.loss_iou: 1.1932, d1.loss_cls: 2.0256, d1.loss_bbox: 0.7860, d1.loss_iou: 1.1702, d2.loss_cls: 1.9934, d2.loss_bbox: 0.7705, d2.loss_iou: 1.1495, d3.loss_cls: 1.9765, d3.loss_bbox: 0.7619, d3.loss_iou: 1.1388, d4.loss_cls: 1.9608, d4.loss_bbox: 0.7556, d4.loss_iou: 1.1332, loss: 23.5122, grad_norm: 15.8687 -2022-10-26 21:20:24,469 - mmdet - INFO - Epoch [24][1750/1849] lr: 2.000e-04, eta: 1:50:13, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9631, loss_bbox: 0.7557, loss_iou: 1.1285, d0.loss_cls: 2.0683, d0.loss_bbox: 0.8086, d0.loss_iou: 1.1890, d1.loss_cls: 2.0306, d1.loss_bbox: 0.7884, d1.loss_iou: 1.1667, d2.loss_cls: 2.0010, d2.loss_bbox: 0.7732, d2.loss_iou: 1.1463, d3.loss_cls: 1.9826, d3.loss_bbox: 0.7635, d3.loss_iou: 1.1368, d4.loss_cls: 1.9701, d4.loss_bbox: 0.7578, d4.loss_iou: 1.1309, loss: 23.5611, grad_norm: 16.7580 -2022-10-26 21:20:31,529 - mmdet - INFO - Epoch [24][1800/1849] lr: 2.000e-04, eta: 1:50:06, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9509, loss_bbox: 0.7588, loss_iou: 1.1295, d0.loss_cls: 2.0545, d0.loss_bbox: 0.8110, d0.loss_iou: 1.1900, d1.loss_cls: 2.0254, d1.loss_bbox: 0.7903, d1.loss_iou: 1.1680, d2.loss_cls: 1.9899, d2.loss_bbox: 0.7749, d2.loss_iou: 1.1477, d3.loss_cls: 1.9722, d3.loss_bbox: 0.7664, d3.loss_iou: 1.1381, d4.loss_cls: 1.9569, d4.loss_bbox: 0.7608, d4.loss_iou: 1.1317, loss: 23.5170, grad_norm: 15.3213 -2022-10-26 21:20:38,474 - mmdet - INFO - Saving checkpoint at 24 epochs -2022-10-26 21:20:49,352 - mmdet - INFO - Epoch [25][50/1849] lr: 2.000e-04, eta: 1:49:49, time: 0.205, data_time: 0.063, memory: 4401, loss_cls: 1.9579, loss_bbox: 0.7559, loss_iou: 1.1374, d0.loss_cls: 2.0632, d0.loss_bbox: 0.8080, d0.loss_iou: 1.1993, d1.loss_cls: 2.0333, d1.loss_bbox: 0.7895, d1.loss_iou: 1.1770, d2.loss_cls: 2.0018, d2.loss_bbox: 0.7738, d2.loss_iou: 1.1563, d3.loss_cls: 1.9795, d3.loss_bbox: 0.7639, d3.loss_iou: 1.1458, d4.loss_cls: 1.9644, d4.loss_bbox: 0.7578, d4.loss_iou: 1.1399, loss: 23.6046, grad_norm: 16.0587 -2022-10-26 21:20:56,323 - mmdet - INFO - Epoch [25][100/1849] lr: 2.000e-04, eta: 1:49:42, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9378, loss_bbox: 0.7622, loss_iou: 1.1381, d0.loss_cls: 2.0415, d0.loss_bbox: 0.8127, d0.loss_iou: 1.1991, d1.loss_cls: 2.0140, d1.loss_bbox: 0.7942, d1.loss_iou: 1.1776, d2.loss_cls: 1.9801, d2.loss_bbox: 0.7789, d2.loss_iou: 1.1570, d3.loss_cls: 1.9616, d3.loss_bbox: 0.7693, d3.loss_iou: 1.1464, d4.loss_cls: 1.9459, d4.loss_bbox: 0.7640, d4.loss_iou: 1.1406, loss: 23.5209, grad_norm: 17.1812 -2022-10-26 21:21:03,250 - mmdet - INFO - Epoch [25][150/1849] lr: 2.000e-04, eta: 1:49:35, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9500, loss_bbox: 0.7536, loss_iou: 1.1279, d0.loss_cls: 2.0560, d0.loss_bbox: 0.8073, d0.loss_iou: 1.1913, d1.loss_cls: 2.0223, d1.loss_bbox: 0.7865, d1.loss_iou: 1.1677, d2.loss_cls: 1.9894, d2.loss_bbox: 0.7701, d2.loss_iou: 1.1466, d3.loss_cls: 1.9724, d3.loss_bbox: 0.7607, d3.loss_iou: 1.1363, d4.loss_cls: 1.9588, d4.loss_bbox: 0.7554, d4.loss_iou: 1.1308, loss: 23.4829, grad_norm: 14.7072 -2022-10-26 21:21:10,468 - mmdet - INFO - Epoch [25][200/1849] lr: 2.000e-04, eta: 1:49:29, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.9495, loss_bbox: 0.7592, loss_iou: 1.1266, d0.loss_cls: 2.0570, d0.loss_bbox: 0.8129, d0.loss_iou: 1.1900, d1.loss_cls: 2.0204, d1.loss_bbox: 0.7934, d1.loss_iou: 1.1672, d2.loss_cls: 1.9888, d2.loss_bbox: 0.7774, d2.loss_iou: 1.1457, d3.loss_cls: 1.9703, d3.loss_bbox: 0.7673, d3.loss_iou: 1.1349, d4.loss_cls: 1.9557, d4.loss_bbox: 0.7620, d4.loss_iou: 1.1293, loss: 23.5077, grad_norm: 15.9675 -2022-10-26 21:21:17,519 - mmdet - INFO - Epoch [25][250/1849] lr: 2.000e-04, eta: 1:49:22, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9476, loss_bbox: 0.7544, loss_iou: 1.1361, d0.loss_cls: 2.0506, d0.loss_bbox: 0.8060, d0.loss_iou: 1.1984, d1.loss_cls: 2.0236, d1.loss_bbox: 0.7880, d1.loss_iou: 1.1748, d2.loss_cls: 1.9892, d2.loss_bbox: 0.7724, d2.loss_iou: 1.1538, d3.loss_cls: 1.9710, d3.loss_bbox: 0.7622, d3.loss_iou: 1.1439, d4.loss_cls: 1.9563, d4.loss_bbox: 0.7575, d4.loss_iou: 1.1380, loss: 23.5238, grad_norm: 15.1920 -2022-10-26 21:21:24,747 - mmdet - INFO - Epoch [25][300/1849] lr: 2.000e-04, eta: 1:49:16, time: 0.145, data_time: 0.005, memory: 4401, loss_cls: 1.9612, loss_bbox: 0.7601, loss_iou: 1.1339, d0.loss_cls: 2.0692, d0.loss_bbox: 0.8125, d0.loss_iou: 1.1947, d1.loss_cls: 2.0374, d1.loss_bbox: 0.7928, d1.loss_iou: 1.1748, d2.loss_cls: 2.0042, d2.loss_bbox: 0.7770, d2.loss_iou: 1.1531, d3.loss_cls: 1.9849, d3.loss_bbox: 0.7672, d3.loss_iou: 1.1428, d4.loss_cls: 1.9689, d4.loss_bbox: 0.7616, d4.loss_iou: 1.1371, loss: 23.6337, grad_norm: 16.0448 -2022-10-26 21:21:31,867 - mmdet - INFO - Epoch [25][350/1849] lr: 2.000e-04, eta: 1:49:09, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 1.9418, loss_bbox: 0.7619, loss_iou: 1.1319, d0.loss_cls: 2.0468, d0.loss_bbox: 0.8131, d0.loss_iou: 1.1931, d1.loss_cls: 2.0130, d1.loss_bbox: 0.7962, d1.loss_iou: 1.1723, d2.loss_cls: 1.9821, d2.loss_bbox: 0.7800, d2.loss_iou: 1.1509, d3.loss_cls: 1.9642, d3.loss_bbox: 0.7694, d3.loss_iou: 1.1408, d4.loss_cls: 1.9517, d4.loss_bbox: 0.7635, d4.loss_iou: 1.1349, loss: 23.5074, grad_norm: 15.2668 -2022-10-26 21:21:39,026 - mmdet - INFO - Epoch [25][400/1849] lr: 2.000e-04, eta: 1:49:02, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9496, loss_bbox: 0.7606, loss_iou: 1.1323, d0.loss_cls: 2.0597, d0.loss_bbox: 0.8121, d0.loss_iou: 1.1946, d1.loss_cls: 2.0223, d1.loss_bbox: 0.7933, d1.loss_iou: 1.1719, d2.loss_cls: 1.9897, d2.loss_bbox: 0.7777, d2.loss_iou: 1.1509, d3.loss_cls: 1.9701, d3.loss_bbox: 0.7679, d3.loss_iou: 1.1413, d4.loss_cls: 1.9569, d4.loss_bbox: 0.7626, d4.loss_iou: 1.1345, loss: 23.5482, grad_norm: 16.5304 -2022-10-26 21:21:46,225 - mmdet - INFO - Epoch [25][450/1849] lr: 2.000e-04, eta: 1:48:56, time: 0.144, data_time: 0.004, memory: 4401, loss_cls: 1.9527, loss_bbox: 0.7580, loss_iou: 1.1330, d0.loss_cls: 2.0520, d0.loss_bbox: 0.8099, d0.loss_iou: 1.1953, d1.loss_cls: 2.0193, d1.loss_bbox: 0.7908, d1.loss_iou: 1.1735, d2.loss_cls: 1.9899, d2.loss_bbox: 0.7759, d2.loss_iou: 1.1531, d3.loss_cls: 1.9716, d3.loss_bbox: 0.7658, d3.loss_iou: 1.1422, d4.loss_cls: 1.9597, d4.loss_bbox: 0.7602, d4.loss_iou: 1.1359, loss: 23.5386, grad_norm: 14.3671 -2022-10-26 21:21:53,297 - mmdet - INFO - Epoch [25][500/1849] lr: 2.000e-04, eta: 1:48:49, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9391, loss_bbox: 0.7537, loss_iou: 1.1314, d0.loss_cls: 2.0430, d0.loss_bbox: 0.8052, d0.loss_iou: 1.1930, d1.loss_cls: 2.0118, d1.loss_bbox: 0.7869, d1.loss_iou: 1.1699, d2.loss_cls: 1.9793, d2.loss_bbox: 0.7714, d2.loss_iou: 1.1493, d3.loss_cls: 1.9623, d3.loss_bbox: 0.7611, d3.loss_iou: 1.1401, d4.loss_cls: 1.9471, d4.loss_bbox: 0.7560, d4.loss_iou: 1.1339, loss: 23.4347, grad_norm: 14.6456 -2022-10-26 21:22:00,120 - mmdet - INFO - Epoch [25][550/1849] lr: 2.000e-04, eta: 1:48:42, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9539, loss_bbox: 0.7552, loss_iou: 1.1329, d0.loss_cls: 2.0599, d0.loss_bbox: 0.8076, d0.loss_iou: 1.1951, d1.loss_cls: 2.0264, d1.loss_bbox: 0.7880, d1.loss_iou: 1.1731, d2.loss_cls: 1.9945, d2.loss_bbox: 0.7726, d2.loss_iou: 1.1513, d3.loss_cls: 1.9748, d3.loss_bbox: 0.7630, d3.loss_iou: 1.1410, d4.loss_cls: 1.9608, d4.loss_bbox: 0.7571, d4.loss_iou: 1.1354, loss: 23.5425, grad_norm: 14.2479 -2022-10-26 21:22:06,915 - mmdet - INFO - Epoch [25][600/1849] lr: 2.000e-04, eta: 1:48:35, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9523, loss_bbox: 0.7545, loss_iou: 1.1288, d0.loss_cls: 2.0571, d0.loss_bbox: 0.8071, d0.loss_iou: 1.1910, d1.loss_cls: 2.0233, d1.loss_bbox: 0.7880, d1.loss_iou: 1.1679, d2.loss_cls: 1.9945, d2.loss_bbox: 0.7723, d2.loss_iou: 1.1464, d3.loss_cls: 1.9735, d3.loss_bbox: 0.7619, d3.loss_iou: 1.1372, d4.loss_cls: 1.9620, d4.loss_bbox: 0.7567, d4.loss_iou: 1.1307, loss: 23.5052, grad_norm: 15.4689 -2022-10-26 21:22:13,908 - mmdet - INFO - Epoch [25][650/1849] lr: 2.000e-04, eta: 1:48:29, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9466, loss_bbox: 0.7588, loss_iou: 1.1318, d0.loss_cls: 2.0519, d0.loss_bbox: 0.8116, d0.loss_iou: 1.1929, d1.loss_cls: 2.0217, d1.loss_bbox: 0.7932, d1.loss_iou: 1.1721, d2.loss_cls: 1.9903, d2.loss_bbox: 0.7774, d2.loss_iou: 1.1517, d3.loss_cls: 1.9696, d3.loss_bbox: 0.7666, d3.loss_iou: 1.1405, d4.loss_cls: 1.9557, d4.loss_bbox: 0.7607, d4.loss_iou: 1.1345, loss: 23.5276, grad_norm: 15.9370 -2022-10-26 21:22:21,018 - mmdet - INFO - Epoch [25][700/1849] lr: 2.000e-04, eta: 1:48:22, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9447, loss_bbox: 0.7545, loss_iou: 1.1267, d0.loss_cls: 2.0480, d0.loss_bbox: 0.8075, d0.loss_iou: 1.1902, d1.loss_cls: 2.0139, d1.loss_bbox: 0.7884, d1.loss_iou: 1.1684, d2.loss_cls: 1.9820, d2.loss_bbox: 0.7724, d2.loss_iou: 1.1466, d3.loss_cls: 1.9628, d3.loss_bbox: 0.7621, d3.loss_iou: 1.1371, d4.loss_cls: 1.9509, d4.loss_bbox: 0.7565, d4.loss_iou: 1.1294, loss: 23.4421, grad_norm: 14.8931 -2022-10-26 21:22:28,053 - mmdet - INFO - Epoch [25][750/1849] lr: 2.000e-04, eta: 1:48:15, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9370, loss_bbox: 0.7576, loss_iou: 1.1314, d0.loss_cls: 2.0424, d0.loss_bbox: 0.8090, d0.loss_iou: 1.1922, d1.loss_cls: 2.0087, d1.loss_bbox: 0.7913, d1.loss_iou: 1.1721, d2.loss_cls: 1.9780, d2.loss_bbox: 0.7759, d2.loss_iou: 1.1499, d3.loss_cls: 1.9600, d3.loss_bbox: 0.7653, d3.loss_iou: 1.1400, d4.loss_cls: 1.9460, d4.loss_bbox: 0.7597, d4.loss_iou: 1.1343, loss: 23.4507, grad_norm: 14.9289 -2022-10-26 21:22:34,923 - mmdet - INFO - Epoch [25][800/1849] lr: 2.000e-04, eta: 1:48:09, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9502, loss_bbox: 0.7579, loss_iou: 1.1323, d0.loss_cls: 2.0546, d0.loss_bbox: 0.8098, d0.loss_iou: 1.1942, d1.loss_cls: 2.0223, d1.loss_bbox: 0.7916, d1.loss_iou: 1.1725, d2.loss_cls: 1.9910, d2.loss_bbox: 0.7761, d2.loss_iou: 1.1516, d3.loss_cls: 1.9692, d3.loss_bbox: 0.7660, d3.loss_iou: 1.1411, d4.loss_cls: 1.9573, d4.loss_bbox: 0.7600, d4.loss_iou: 1.1352, loss: 23.5328, grad_norm: 16.6313 -2022-10-26 21:22:42,014 - mmdet - INFO - Epoch [25][850/1849] lr: 2.000e-04, eta: 1:48:02, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9499, loss_bbox: 0.7611, loss_iou: 1.1382, d0.loss_cls: 2.0524, d0.loss_bbox: 0.8107, d0.loss_iou: 1.2002, d1.loss_cls: 2.0185, d1.loss_bbox: 0.7917, d1.loss_iou: 1.1772, d2.loss_cls: 1.9891, d2.loss_bbox: 0.7772, d2.loss_iou: 1.1569, d3.loss_cls: 1.9695, d3.loss_bbox: 0.7681, d3.loss_iou: 1.1462, d4.loss_cls: 1.9567, d4.loss_bbox: 0.7625, d4.loss_iou: 1.1409, loss: 23.5671, grad_norm: 18.3382 -2022-10-26 21:22:49,010 - mmdet - INFO - Epoch [25][900/1849] lr: 2.000e-04, eta: 1:47:55, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9588, loss_bbox: 0.7584, loss_iou: 1.1340, d0.loss_cls: 2.0613, d0.loss_bbox: 0.8091, d0.loss_iou: 1.1966, d1.loss_cls: 2.0311, d1.loss_bbox: 0.7905, d1.loss_iou: 1.1737, d2.loss_cls: 1.9985, d2.loss_bbox: 0.7758, d2.loss_iou: 1.1527, d3.loss_cls: 1.9801, d3.loss_bbox: 0.7659, d3.loss_iou: 1.1422, d4.loss_cls: 1.9667, d4.loss_bbox: 0.7601, d4.loss_iou: 1.1366, loss: 23.5922, grad_norm: 15.6780 -2022-10-26 21:22:55,936 - mmdet - INFO - Epoch [25][950/1849] lr: 2.000e-04, eta: 1:47:48, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9592, loss_bbox: 0.7618, loss_iou: 1.1326, d0.loss_cls: 2.0663, d0.loss_bbox: 0.8145, d0.loss_iou: 1.1945, d1.loss_cls: 2.0301, d1.loss_bbox: 0.7963, d1.loss_iou: 1.1714, d2.loss_cls: 2.0002, d2.loss_bbox: 0.7802, d2.loss_iou: 1.1505, d3.loss_cls: 1.9795, d3.loss_bbox: 0.7703, d3.loss_iou: 1.1414, d4.loss_cls: 1.9666, d4.loss_bbox: 0.7642, d4.loss_iou: 1.1353, loss: 23.6148, grad_norm: 15.6291 -2022-10-26 21:23:02,968 - mmdet - INFO - Epoch [25][1000/1849] lr: 2.000e-04, eta: 1:47:42, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9559, loss_bbox: 0.7607, loss_iou: 1.1355, d0.loss_cls: 2.0571, d0.loss_bbox: 0.8119, d0.loss_iou: 1.1963, d1.loss_cls: 2.0249, d1.loss_bbox: 0.7939, d1.loss_iou: 1.1741, d2.loss_cls: 1.9940, d2.loss_bbox: 0.7781, d2.loss_iou: 1.1540, d3.loss_cls: 1.9757, d3.loss_bbox: 0.7686, d3.loss_iou: 1.1444, d4.loss_cls: 1.9636, d4.loss_bbox: 0.7627, d4.loss_iou: 1.1376, loss: 23.5890, grad_norm: 13.7568 -2022-10-26 21:23:10,141 - mmdet - INFO - Epoch [25][1050/1849] lr: 2.000e-04, eta: 1:47:35, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9639, loss_bbox: 0.7546, loss_iou: 1.1307, d0.loss_cls: 2.0695, d0.loss_bbox: 0.8073, d0.loss_iou: 1.1913, d1.loss_cls: 2.0400, d1.loss_bbox: 0.7883, d1.loss_iou: 1.1703, d2.loss_cls: 2.0055, d2.loss_bbox: 0.7726, d2.loss_iou: 1.1497, d3.loss_cls: 1.9860, d3.loss_bbox: 0.7625, d3.loss_iou: 1.1400, d4.loss_cls: 1.9727, d4.loss_bbox: 0.7568, d4.loss_iou: 1.1326, loss: 23.5942, grad_norm: 15.2044 -2022-10-26 21:23:16,956 - mmdet - INFO - Epoch [25][1100/1849] lr: 2.000e-04, eta: 1:47:28, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9582, loss_bbox: 0.7575, loss_iou: 1.1325, d0.loss_cls: 2.0617, d0.loss_bbox: 0.8097, d0.loss_iou: 1.1955, d1.loss_cls: 2.0263, d1.loss_bbox: 0.7896, d1.loss_iou: 1.1728, d2.loss_cls: 1.9949, d2.loss_bbox: 0.7739, d2.loss_iou: 1.1520, d3.loss_cls: 1.9777, d3.loss_bbox: 0.7640, d3.loss_iou: 1.1413, d4.loss_cls: 1.9652, d4.loss_bbox: 0.7594, d4.loss_iou: 1.1346, loss: 23.5668, grad_norm: 14.9687 -2022-10-26 21:23:23,924 - mmdet - INFO - Epoch [25][1150/1849] lr: 2.000e-04, eta: 1:47:22, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9552, loss_bbox: 0.7583, loss_iou: 1.1316, d0.loss_cls: 2.0570, d0.loss_bbox: 0.8114, d0.loss_iou: 1.1945, d1.loss_cls: 2.0264, d1.loss_bbox: 0.7911, d1.loss_iou: 1.1714, d2.loss_cls: 1.9950, d2.loss_bbox: 0.7756, d2.loss_iou: 1.1499, d3.loss_cls: 1.9772, d3.loss_bbox: 0.7666, d3.loss_iou: 1.1404, d4.loss_cls: 1.9631, d4.loss_bbox: 0.7603, d4.loss_iou: 1.1337, loss: 23.5586, grad_norm: 14.3250 -2022-10-26 21:23:30,741 - mmdet - INFO - Epoch [25][1200/1849] lr: 2.000e-04, eta: 1:47:15, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9336, loss_bbox: 0.7560, loss_iou: 1.1317, d0.loss_cls: 2.0344, d0.loss_bbox: 0.8084, d0.loss_iou: 1.1931, d1.loss_cls: 2.0014, d1.loss_bbox: 0.7895, d1.loss_iou: 1.1702, d2.loss_cls: 1.9721, d2.loss_bbox: 0.7737, d2.loss_iou: 1.1502, d3.loss_cls: 1.9560, d3.loss_bbox: 0.7637, d3.loss_iou: 1.1402, d4.loss_cls: 1.9408, d4.loss_bbox: 0.7580, d4.loss_iou: 1.1340, loss: 23.4069, grad_norm: 15.9619 -2022-10-26 21:23:37,679 - mmdet - INFO - Epoch [25][1250/1849] lr: 2.000e-04, eta: 1:47:08, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9503, loss_bbox: 0.7534, loss_iou: 1.1301, d0.loss_cls: 2.0544, d0.loss_bbox: 0.8076, d0.loss_iou: 1.1926, d1.loss_cls: 2.0216, d1.loss_bbox: 0.7873, d1.loss_iou: 1.1700, d2.loss_cls: 1.9905, d2.loss_bbox: 0.7709, d2.loss_iou: 1.1492, d3.loss_cls: 1.9717, d3.loss_bbox: 0.7610, d3.loss_iou: 1.1388, d4.loss_cls: 1.9571, d4.loss_bbox: 0.7556, d4.loss_iou: 1.1327, loss: 23.4948, grad_norm: 18.6126 -2022-10-26 21:23:44,531 - mmdet - INFO - Epoch [25][1300/1849] lr: 2.000e-04, eta: 1:47:01, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9618, loss_bbox: 0.7647, loss_iou: 1.1352, d0.loss_cls: 2.0633, d0.loss_bbox: 0.8173, d0.loss_iou: 1.1972, d1.loss_cls: 2.0337, d1.loss_bbox: 0.7973, d1.loss_iou: 1.1741, d2.loss_cls: 2.0006, d2.loss_bbox: 0.7812, d2.loss_iou: 1.1540, d3.loss_cls: 1.9826, d3.loss_bbox: 0.7718, d3.loss_iou: 1.1440, d4.loss_cls: 1.9685, d4.loss_bbox: 0.7668, d4.loss_iou: 1.1383, loss: 23.6523, grad_norm: 14.3021 -2022-10-26 21:23:51,293 - mmdet - INFO - Epoch [25][1350/1849] lr: 2.000e-04, eta: 1:46:54, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9541, loss_bbox: 0.7601, loss_iou: 1.1336, d0.loss_cls: 2.0543, d0.loss_bbox: 0.8123, d0.loss_iou: 1.1977, d1.loss_cls: 2.0259, d1.loss_bbox: 0.7933, d1.loss_iou: 1.1741, d2.loss_cls: 1.9936, d2.loss_bbox: 0.7779, d2.loss_iou: 1.1520, d3.loss_cls: 1.9755, d3.loss_bbox: 0.7681, d3.loss_iou: 1.1427, d4.loss_cls: 1.9611, d4.loss_bbox: 0.7621, d4.loss_iou: 1.1366, loss: 23.5749, grad_norm: 15.4828 -2022-10-26 21:23:58,025 - mmdet - INFO - Epoch [25][1400/1849] lr: 2.000e-04, eta: 1:46:47, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.9627, loss_bbox: 0.7619, loss_iou: 1.1339, d0.loss_cls: 2.0641, d0.loss_bbox: 0.8152, d0.loss_iou: 1.1975, d1.loss_cls: 2.0324, d1.loss_bbox: 0.7956, d1.loss_iou: 1.1738, d2.loss_cls: 2.0030, d2.loss_bbox: 0.7791, d2.loss_iou: 1.1528, d3.loss_cls: 1.9836, d3.loss_bbox: 0.7692, d3.loss_iou: 1.1426, d4.loss_cls: 1.9695, d4.loss_bbox: 0.7634, d4.loss_iou: 1.1365, loss: 23.6366, grad_norm: 14.8206 -2022-10-26 21:24:04,931 - mmdet - INFO - Epoch [25][1450/1849] lr: 2.000e-04, eta: 1:46:40, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9625, loss_bbox: 0.7620, loss_iou: 1.1332, d0.loss_cls: 2.0644, d0.loss_bbox: 0.8134, d0.loss_iou: 1.1941, d1.loss_cls: 2.0329, d1.loss_bbox: 0.7958, d1.loss_iou: 1.1723, d2.loss_cls: 2.0028, d2.loss_bbox: 0.7796, d2.loss_iou: 1.1512, d3.loss_cls: 1.9838, d3.loss_bbox: 0.7693, d3.loss_iou: 1.1420, d4.loss_cls: 1.9696, d4.loss_bbox: 0.7639, d4.loss_iou: 1.1355, loss: 23.6283, grad_norm: 13.8791 -2022-10-26 21:24:11,921 - mmdet - INFO - Epoch [25][1500/1849] lr: 2.000e-04, eta: 1:46:33, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9659, loss_bbox: 0.7577, loss_iou: 1.1333, d0.loss_cls: 2.0671, d0.loss_bbox: 0.8094, d0.loss_iou: 1.1950, d1.loss_cls: 2.0335, d1.loss_bbox: 0.7904, d1.loss_iou: 1.1721, d2.loss_cls: 2.0053, d2.loss_bbox: 0.7751, d2.loss_iou: 1.1526, d3.loss_cls: 1.9889, d3.loss_bbox: 0.7647, d3.loss_iou: 1.1426, d4.loss_cls: 1.9755, d4.loss_bbox: 0.7598, d4.loss_iou: 1.1360, loss: 23.6250, grad_norm: 14.8809 -2022-10-26 21:24:18,894 - mmdet - INFO - Epoch [25][1550/1849] lr: 2.000e-04, eta: 1:46:27, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9628, loss_bbox: 0.7593, loss_iou: 1.1351, d0.loss_cls: 2.0675, d0.loss_bbox: 0.8122, d0.loss_iou: 1.1982, d1.loss_cls: 2.0356, d1.loss_bbox: 0.7935, d1.loss_iou: 1.1756, d2.loss_cls: 2.0038, d2.loss_bbox: 0.7760, d2.loss_iou: 1.1538, d3.loss_cls: 1.9850, d3.loss_bbox: 0.7665, d3.loss_iou: 1.1436, d4.loss_cls: 1.9678, d4.loss_bbox: 0.7610, d4.loss_iou: 1.1378, loss: 23.6353, grad_norm: 14.8829 -2022-10-26 21:24:25,648 - mmdet - INFO - Epoch [25][1600/1849] lr: 2.000e-04, eta: 1:46:20, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.9514, loss_bbox: 0.7569, loss_iou: 1.1323, d0.loss_cls: 2.0569, d0.loss_bbox: 0.8085, d0.loss_iou: 1.1936, d1.loss_cls: 2.0213, d1.loss_bbox: 0.7885, d1.loss_iou: 1.1713, d2.loss_cls: 1.9917, d2.loss_bbox: 0.7738, d2.loss_iou: 1.1506, d3.loss_cls: 1.9715, d3.loss_bbox: 0.7645, d3.loss_iou: 1.1410, d4.loss_cls: 1.9581, d4.loss_bbox: 0.7591, d4.loss_iou: 1.1353, loss: 23.5263, grad_norm: 14.7626 -2022-10-26 21:24:35,021 - mmdet - INFO - Epoch [25][1650/1849] lr: 2.000e-04, eta: 1:46:15, time: 0.187, data_time: 0.004, memory: 4401, loss_cls: 1.9531, loss_bbox: 0.7601, loss_iou: 1.1308, d0.loss_cls: 2.0537, d0.loss_bbox: 0.8142, d0.loss_iou: 1.1933, d1.loss_cls: 2.0200, d1.loss_bbox: 0.7941, d1.loss_iou: 1.1701, d2.loss_cls: 1.9922, d2.loss_bbox: 0.7773, d2.loss_iou: 1.1500, d3.loss_cls: 1.9720, d3.loss_bbox: 0.7683, d3.loss_iou: 1.1393, d4.loss_cls: 1.9589, d4.loss_bbox: 0.7624, d4.loss_iou: 1.1332, loss: 23.5431, grad_norm: 14.9018 -2022-10-26 21:24:41,985 - mmdet - INFO - Epoch [25][1700/1849] lr: 2.000e-04, eta: 1:46:09, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9572, loss_bbox: 0.7593, loss_iou: 1.1311, d0.loss_cls: 2.0613, d0.loss_bbox: 0.8110, d0.loss_iou: 1.1931, d1.loss_cls: 2.0267, d1.loss_bbox: 0.7929, d1.loss_iou: 1.1702, d2.loss_cls: 1.9956, d2.loss_bbox: 0.7767, d2.loss_iou: 1.1502, d3.loss_cls: 1.9767, d3.loss_bbox: 0.7674, d3.loss_iou: 1.1403, d4.loss_cls: 1.9648, d4.loss_bbox: 0.7616, d4.loss_iou: 1.1337, loss: 23.5697, grad_norm: 14.3205 -2022-10-26 21:24:49,069 - mmdet - INFO - Epoch [25][1750/1849] lr: 2.000e-04, eta: 1:46:02, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9541, loss_bbox: 0.7619, loss_iou: 1.1338, d0.loss_cls: 2.0568, d0.loss_bbox: 0.8138, d0.loss_iou: 1.1945, d1.loss_cls: 2.0250, d1.loss_bbox: 0.7948, d1.loss_iou: 1.1742, d2.loss_cls: 1.9939, d2.loss_bbox: 0.7789, d2.loss_iou: 1.1529, d3.loss_cls: 1.9748, d3.loss_bbox: 0.7694, d3.loss_iou: 1.1425, d4.loss_cls: 1.9602, d4.loss_bbox: 0.7634, d4.loss_iou: 1.1367, loss: 23.5817, grad_norm: 15.5203 -2022-10-26 21:24:55,928 - mmdet - INFO - Epoch [25][1800/1849] lr: 2.000e-04, eta: 1:45:55, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9624, loss_bbox: 0.7611, loss_iou: 1.1312, d0.loss_cls: 2.0649, d0.loss_bbox: 0.8128, d0.loss_iou: 1.1936, d1.loss_cls: 2.0329, d1.loss_bbox: 0.7951, d1.loss_iou: 1.1708, d2.loss_cls: 2.0001, d2.loss_bbox: 0.7779, d2.loss_iou: 1.1502, d3.loss_cls: 1.9815, d3.loss_bbox: 0.7687, d3.loss_iou: 1.1399, d4.loss_cls: 1.9688, d4.loss_bbox: 0.7633, d4.loss_iou: 1.1338, loss: 23.6090, grad_norm: 16.0889 -2022-10-26 21:25:03,029 - mmdet - INFO - Saving checkpoint at 25 epochs -2022-10-26 21:25:16,489 - mmdet - INFO - Epoch [26][50/1849] lr: 2.000e-04, eta: 1:45:41, time: 0.257, data_time: 0.063, memory: 4401, loss_cls: 1.9295, loss_bbox: 0.7629, loss_iou: 1.1363, d0.loss_cls: 2.0337, d0.loss_bbox: 0.8145, d0.loss_iou: 1.1986, d1.loss_cls: 2.0030, d1.loss_bbox: 0.7946, d1.loss_iou: 1.1750, d2.loss_cls: 1.9693, d2.loss_bbox: 0.7791, d2.loss_iou: 1.1541, d3.loss_cls: 1.9506, d3.loss_bbox: 0.7708, d3.loss_iou: 1.1439, d4.loss_cls: 1.9373, d4.loss_bbox: 0.7647, d4.loss_iou: 1.1385, loss: 23.4562, grad_norm: 14.7087 -2022-10-26 21:25:23,216 - mmdet - INFO - Epoch [26][100/1849] lr: 2.000e-04, eta: 1:45:34, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9409, loss_bbox: 0.7571, loss_iou: 1.1332, d0.loss_cls: 2.0479, d0.loss_bbox: 0.8099, d0.loss_iou: 1.1963, d1.loss_cls: 2.0185, d1.loss_bbox: 0.7895, d1.loss_iou: 1.1728, d2.loss_cls: 1.9824, d2.loss_bbox: 0.7740, d2.loss_iou: 1.1525, d3.loss_cls: 1.9638, d3.loss_bbox: 0.7652, d3.loss_iou: 1.1428, d4.loss_cls: 1.9482, d4.loss_bbox: 0.7593, d4.loss_iou: 1.1361, loss: 23.4904, grad_norm: 14.4868 -2022-10-26 21:25:30,144 - mmdet - INFO - Epoch [26][150/1849] lr: 2.000e-04, eta: 1:45:27, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9426, loss_bbox: 0.7551, loss_iou: 1.1295, d0.loss_cls: 2.0548, d0.loss_bbox: 0.8087, d0.loss_iou: 1.1939, d1.loss_cls: 2.0141, d1.loss_bbox: 0.7893, d1.loss_iou: 1.1705, d2.loss_cls: 1.9836, d2.loss_bbox: 0.7733, d2.loss_iou: 1.1488, d3.loss_cls: 1.9663, d3.loss_bbox: 0.7638, d3.loss_iou: 1.1382, d4.loss_cls: 1.9510, d4.loss_bbox: 0.7577, d4.loss_iou: 1.1316, loss: 23.4728, grad_norm: 14.7407 -2022-10-26 21:25:36,937 - mmdet - INFO - Epoch [26][200/1849] lr: 2.000e-04, eta: 1:45:20, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9573, loss_bbox: 0.7609, loss_iou: 1.1316, d0.loss_cls: 2.0648, d0.loss_bbox: 0.8124, d0.loss_iou: 1.1937, d1.loss_cls: 2.0291, d1.loss_bbox: 0.7932, d1.loss_iou: 1.1713, d2.loss_cls: 1.9975, d2.loss_bbox: 0.7780, d2.loss_iou: 1.1504, d3.loss_cls: 1.9771, d3.loss_bbox: 0.7685, d3.loss_iou: 1.1406, d4.loss_cls: 1.9657, d4.loss_bbox: 0.7625, d4.loss_iou: 1.1344, loss: 23.5889, grad_norm: 16.1219 -2022-10-26 21:25:43,829 - mmdet - INFO - Epoch [26][250/1849] lr: 2.000e-04, eta: 1:45:13, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9515, loss_bbox: 0.7546, loss_iou: 1.1281, d0.loss_cls: 2.0553, d0.loss_bbox: 0.8056, d0.loss_iou: 1.1899, d1.loss_cls: 2.0217, d1.loss_bbox: 0.7882, d1.loss_iou: 1.1670, d2.loss_cls: 1.9914, d2.loss_bbox: 0.7715, d2.loss_iou: 1.1463, d3.loss_cls: 1.9716, d3.loss_bbox: 0.7623, d3.loss_iou: 1.1365, d4.loss_cls: 1.9583, d4.loss_bbox: 0.7566, d4.loss_iou: 1.1304, loss: 23.4869, grad_norm: 17.4787 -2022-10-26 21:25:50,682 - mmdet - INFO - Epoch [26][300/1849] lr: 2.000e-04, eta: 1:45:06, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9502, loss_bbox: 0.7600, loss_iou: 1.1348, d0.loss_cls: 2.0571, d0.loss_bbox: 0.8114, d0.loss_iou: 1.1970, d1.loss_cls: 2.0220, d1.loss_bbox: 0.7935, d1.loss_iou: 1.1740, d2.loss_cls: 1.9894, d2.loss_bbox: 0.7775, d2.loss_iou: 1.1532, d3.loss_cls: 1.9719, d3.loss_bbox: 0.7680, d3.loss_iou: 1.1438, d4.loss_cls: 1.9577, d4.loss_bbox: 0.7624, d4.loss_iou: 1.1377, loss: 23.5616, grad_norm: 16.2025 -2022-10-26 21:25:57,532 - mmdet - INFO - Epoch [26][350/1849] lr: 2.000e-04, eta: 1:44:59, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9370, loss_bbox: 0.7617, loss_iou: 1.1362, d0.loss_cls: 2.0397, d0.loss_bbox: 0.8144, d0.loss_iou: 1.1981, d1.loss_cls: 2.0083, d1.loss_bbox: 0.7958, d1.loss_iou: 1.1755, d2.loss_cls: 1.9748, d2.loss_bbox: 0.7798, d2.loss_iou: 1.1550, d3.loss_cls: 1.9547, d3.loss_bbox: 0.7705, d3.loss_iou: 1.1448, d4.loss_cls: 1.9432, d4.loss_bbox: 0.7643, d4.loss_iou: 1.1391, loss: 23.4930, grad_norm: 15.6188 -2022-10-26 21:26:04,444 - mmdet - INFO - Epoch [26][400/1849] lr: 2.000e-04, eta: 1:44:53, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9420, loss_bbox: 0.7530, loss_iou: 1.1239, d0.loss_cls: 2.0500, d0.loss_bbox: 0.8072, d0.loss_iou: 1.1878, d1.loss_cls: 2.0130, d1.loss_bbox: 0.7870, d1.loss_iou: 1.1647, d2.loss_cls: 1.9868, d2.loss_bbox: 0.7714, d2.loss_iou: 1.1433, d3.loss_cls: 1.9647, d3.loss_bbox: 0.7609, d3.loss_iou: 1.1327, d4.loss_cls: 1.9502, d4.loss_bbox: 0.7550, d4.loss_iou: 1.1268, loss: 23.4205, grad_norm: 14.3553 -2022-10-26 21:26:11,434 - mmdet - INFO - Epoch [26][450/1849] lr: 2.000e-04, eta: 1:44:46, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9520, loss_bbox: 0.7575, loss_iou: 1.1331, d0.loss_cls: 2.0538, d0.loss_bbox: 0.8090, d0.loss_iou: 1.1955, d1.loss_cls: 2.0227, d1.loss_bbox: 0.7901, d1.loss_iou: 1.1728, d2.loss_cls: 1.9920, d2.loss_bbox: 0.7739, d2.loss_iou: 1.1519, d3.loss_cls: 1.9754, d3.loss_bbox: 0.7652, d3.loss_iou: 1.1419, d4.loss_cls: 1.9604, d4.loss_bbox: 0.7597, d4.loss_iou: 1.1354, loss: 23.5424, grad_norm: 14.6774 -2022-10-26 21:26:18,278 - mmdet - INFO - Epoch [26][500/1849] lr: 2.000e-04, eta: 1:44:39, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9413, loss_bbox: 0.7606, loss_iou: 1.1332, d0.loss_cls: 2.0453, d0.loss_bbox: 0.8130, d0.loss_iou: 1.1957, d1.loss_cls: 2.0085, d1.loss_bbox: 0.7929, d1.loss_iou: 1.1722, d2.loss_cls: 1.9824, d2.loss_bbox: 0.7778, d2.loss_iou: 1.1522, d3.loss_cls: 1.9620, d3.loss_bbox: 0.7686, d3.loss_iou: 1.1424, d4.loss_cls: 1.9487, d4.loss_bbox: 0.7626, d4.loss_iou: 1.1356, loss: 23.4949, grad_norm: 15.5558 -2022-10-26 21:26:25,188 - mmdet - INFO - Epoch [26][550/1849] lr: 2.000e-04, eta: 1:44:32, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9472, loss_bbox: 0.7571, loss_iou: 1.1288, d0.loss_cls: 2.0497, d0.loss_bbox: 0.8085, d0.loss_iou: 1.1905, d1.loss_cls: 2.0152, d1.loss_bbox: 0.7887, d1.loss_iou: 1.1680, d2.loss_cls: 1.9863, d2.loss_bbox: 0.7737, d2.loss_iou: 1.1470, d3.loss_cls: 1.9668, d3.loss_bbox: 0.7647, d3.loss_iou: 1.1371, d4.loss_cls: 1.9553, d4.loss_bbox: 0.7588, d4.loss_iou: 1.1315, loss: 23.4748, grad_norm: 16.7471 -2022-10-26 21:26:32,206 - mmdet - INFO - Epoch [26][600/1849] lr: 2.000e-04, eta: 1:44:25, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9454, loss_bbox: 0.7593, loss_iou: 1.1318, d0.loss_cls: 2.0488, d0.loss_bbox: 0.8109, d0.loss_iou: 1.1956, d1.loss_cls: 2.0192, d1.loss_bbox: 0.7928, d1.loss_iou: 1.1722, d2.loss_cls: 1.9859, d2.loss_bbox: 0.7775, d2.loss_iou: 1.1509, d3.loss_cls: 1.9691, d3.loss_bbox: 0.7680, d3.loss_iou: 1.1404, d4.loss_cls: 1.9520, d4.loss_bbox: 0.7618, d4.loss_iou: 1.1339, loss: 23.5155, grad_norm: 15.5405 -2022-10-26 21:26:38,997 - mmdet - INFO - Epoch [26][650/1849] lr: 2.000e-04, eta: 1:44:18, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9512, loss_bbox: 0.7596, loss_iou: 1.1289, d0.loss_cls: 2.0569, d0.loss_bbox: 0.8118, d0.loss_iou: 1.1918, d1.loss_cls: 2.0230, d1.loss_bbox: 0.7931, d1.loss_iou: 1.1699, d2.loss_cls: 1.9930, d2.loss_bbox: 0.7779, d2.loss_iou: 1.1484, d3.loss_cls: 1.9723, d3.loss_bbox: 0.7677, d3.loss_iou: 1.1382, d4.loss_cls: 1.9601, d4.loss_bbox: 0.7616, d4.loss_iou: 1.1317, loss: 23.5373, grad_norm: 15.0659 -2022-10-26 21:26:45,693 - mmdet - INFO - Epoch [26][700/1849] lr: 2.000e-04, eta: 1:44:11, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.9401, loss_bbox: 0.7556, loss_iou: 1.1302, d0.loss_cls: 2.0410, d0.loss_bbox: 0.8075, d0.loss_iou: 1.1920, d1.loss_cls: 2.0111, d1.loss_bbox: 0.7887, d1.loss_iou: 1.1687, d2.loss_cls: 1.9786, d2.loss_bbox: 0.7728, d2.loss_iou: 1.1486, d3.loss_cls: 1.9610, d3.loss_bbox: 0.7636, d3.loss_iou: 1.1397, d4.loss_cls: 1.9464, d4.loss_bbox: 0.7573, d4.loss_iou: 1.1329, loss: 23.4358, grad_norm: 14.0386 -2022-10-26 21:26:52,434 - mmdet - INFO - Epoch [26][750/1849] lr: 2.000e-04, eta: 1:44:04, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9479, loss_bbox: 0.7558, loss_iou: 1.1336, d0.loss_cls: 2.0528, d0.loss_bbox: 0.8097, d0.loss_iou: 1.1967, d1.loss_cls: 2.0201, d1.loss_bbox: 0.7901, d1.loss_iou: 1.1728, d2.loss_cls: 1.9890, d2.loss_bbox: 0.7738, d2.loss_iou: 1.1520, d3.loss_cls: 1.9704, d3.loss_bbox: 0.7636, d3.loss_iou: 1.1411, d4.loss_cls: 1.9563, d4.loss_bbox: 0.7577, d4.loss_iou: 1.1352, loss: 23.5187, grad_norm: 15.1533 -2022-10-26 21:26:59,124 - mmdet - INFO - Epoch [26][800/1849] lr: 2.000e-04, eta: 1:43:57, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.9503, loss_bbox: 0.7563, loss_iou: 1.1341, d0.loss_cls: 2.0549, d0.loss_bbox: 0.8087, d0.loss_iou: 1.1980, d1.loss_cls: 2.0260, d1.loss_bbox: 0.7886, d1.loss_iou: 1.1753, d2.loss_cls: 1.9901, d2.loss_bbox: 0.7726, d2.loss_iou: 1.1539, d3.loss_cls: 1.9711, d3.loss_bbox: 0.7637, d3.loss_iou: 1.1430, d4.loss_cls: 1.9574, d4.loss_bbox: 0.7582, d4.loss_iou: 1.1362, loss: 23.5384, grad_norm: 16.1868 -2022-10-26 21:27:05,918 - mmdet - INFO - Epoch [26][850/1849] lr: 2.000e-04, eta: 1:43:50, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9447, loss_bbox: 0.7534, loss_iou: 1.1223, d0.loss_cls: 2.0500, d0.loss_bbox: 0.8053, d0.loss_iou: 1.1852, d1.loss_cls: 2.0187, d1.loss_bbox: 0.7875, d1.loss_iou: 1.1623, d2.loss_cls: 1.9844, d2.loss_bbox: 0.7708, d2.loss_iou: 1.1408, d3.loss_cls: 1.9661, d3.loss_bbox: 0.7610, d3.loss_iou: 1.1314, d4.loss_cls: 1.9526, d4.loss_bbox: 0.7554, d4.loss_iou: 1.1252, loss: 23.4170, grad_norm: 15.8446 -2022-10-26 21:27:12,985 - mmdet - INFO - Epoch [26][900/1849] lr: 2.000e-04, eta: 1:43:44, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9521, loss_bbox: 0.7592, loss_iou: 1.1274, d0.loss_cls: 2.0542, d0.loss_bbox: 0.8130, d0.loss_iou: 1.1898, d1.loss_cls: 2.0200, d1.loss_bbox: 0.7925, d1.loss_iou: 1.1673, d2.loss_cls: 1.9925, d2.loss_bbox: 0.7766, d2.loss_iou: 1.1456, d3.loss_cls: 1.9740, d3.loss_bbox: 0.7669, d3.loss_iou: 1.1354, d4.loss_cls: 1.9615, d4.loss_bbox: 0.7611, d4.loss_iou: 1.1301, loss: 23.5192, grad_norm: 14.8341 -2022-10-26 21:27:19,847 - mmdet - INFO - Epoch [26][950/1849] lr: 2.000e-04, eta: 1:43:37, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9605, loss_bbox: 0.7558, loss_iou: 1.1352, d0.loss_cls: 2.0681, d0.loss_bbox: 0.8069, d0.loss_iou: 1.1958, d1.loss_cls: 2.0319, d1.loss_bbox: 0.7882, d1.loss_iou: 1.1733, d2.loss_cls: 2.0026, d2.loss_bbox: 0.7730, d2.loss_iou: 1.1536, d3.loss_cls: 1.9817, d3.loss_bbox: 0.7631, d3.loss_iou: 1.1438, d4.loss_cls: 1.9694, d4.loss_bbox: 0.7575, d4.loss_iou: 1.1375, loss: 23.5980, grad_norm: 15.4205 -2022-10-26 21:27:26,717 - mmdet - INFO - Epoch [26][1000/1849] lr: 2.000e-04, eta: 1:43:30, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9561, loss_bbox: 0.7571, loss_iou: 1.1322, d0.loss_cls: 2.0585, d0.loss_bbox: 0.8103, d0.loss_iou: 1.1967, d1.loss_cls: 2.0277, d1.loss_bbox: 0.7910, d1.loss_iou: 1.1720, d2.loss_cls: 1.9956, d2.loss_bbox: 0.7740, d2.loss_iou: 1.1515, d3.loss_cls: 1.9766, d3.loss_bbox: 0.7647, d3.loss_iou: 1.1407, d4.loss_cls: 1.9629, d4.loss_bbox: 0.7588, d4.loss_iou: 1.1346, loss: 23.5610, grad_norm: 14.9473 -2022-10-26 21:27:33,565 - mmdet - INFO - Epoch [26][1050/1849] lr: 2.000e-04, eta: 1:43:23, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9584, loss_bbox: 0.7569, loss_iou: 1.1313, d0.loss_cls: 2.0602, d0.loss_bbox: 0.8083, d0.loss_iou: 1.1949, d1.loss_cls: 2.0287, d1.loss_bbox: 0.7891, d1.loss_iou: 1.1710, d2.loss_cls: 1.9983, d2.loss_bbox: 0.7736, d2.loss_iou: 1.1508, d3.loss_cls: 1.9796, d3.loss_bbox: 0.7641, d3.loss_iou: 1.1402, d4.loss_cls: 1.9641, d4.loss_bbox: 0.7586, d4.loss_iou: 1.1336, loss: 23.5618, grad_norm: 14.8450 -2022-10-26 21:27:40,548 - mmdet - INFO - Epoch [26][1100/1849] lr: 2.000e-04, eta: 1:43:16, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9425, loss_bbox: 0.7564, loss_iou: 1.1288, d0.loss_cls: 2.0443, d0.loss_bbox: 0.8092, d0.loss_iou: 1.1917, d1.loss_cls: 2.0099, d1.loss_bbox: 0.7897, d1.loss_iou: 1.1686, d2.loss_cls: 1.9819, d2.loss_bbox: 0.7735, d2.loss_iou: 1.1485, d3.loss_cls: 1.9630, d3.loss_bbox: 0.7645, d3.loss_iou: 1.1379, d4.loss_cls: 1.9496, d4.loss_bbox: 0.7586, d4.loss_iou: 1.1317, loss: 23.4502, grad_norm: 14.4483 -2022-10-26 21:27:47,484 - mmdet - INFO - Epoch [26][1150/1849] lr: 2.000e-04, eta: 1:43:10, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9477, loss_bbox: 0.7539, loss_iou: 1.1299, d0.loss_cls: 2.0559, d0.loss_bbox: 0.8069, d0.loss_iou: 1.1938, d1.loss_cls: 2.0201, d1.loss_bbox: 0.7881, d1.loss_iou: 1.1702, d2.loss_cls: 1.9872, d2.loss_bbox: 0.7720, d2.loss_iou: 1.1495, d3.loss_cls: 1.9688, d3.loss_bbox: 0.7616, d3.loss_iou: 1.1393, d4.loss_cls: 1.9562, d4.loss_bbox: 0.7555, d4.loss_iou: 1.1333, loss: 23.4897, grad_norm: 14.9710 -2022-10-26 21:27:54,559 - mmdet - INFO - Epoch [26][1200/1849] lr: 2.000e-04, eta: 1:43:03, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9540, loss_bbox: 0.7549, loss_iou: 1.1265, d0.loss_cls: 2.0553, d0.loss_bbox: 0.8071, d0.loss_iou: 1.1902, d1.loss_cls: 2.0233, d1.loss_bbox: 0.7881, d1.loss_iou: 1.1679, d2.loss_cls: 1.9925, d2.loss_bbox: 0.7723, d2.loss_iou: 1.1464, d3.loss_cls: 1.9758, d3.loss_bbox: 0.7621, d3.loss_iou: 1.1355, d4.loss_cls: 1.9628, d4.loss_bbox: 0.7571, d4.loss_iou: 1.1292, loss: 23.5011, grad_norm: 15.0768 -2022-10-26 21:28:01,464 - mmdet - INFO - Epoch [26][1250/1849] lr: 2.000e-04, eta: 1:42:56, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9482, loss_bbox: 0.7569, loss_iou: 1.1271, d0.loss_cls: 2.0546, d0.loss_bbox: 0.8095, d0.loss_iou: 1.1895, d1.loss_cls: 2.0194, d1.loss_bbox: 0.7899, d1.loss_iou: 1.1669, d2.loss_cls: 1.9879, d2.loss_bbox: 0.7740, d2.loss_iou: 1.1463, d3.loss_cls: 1.9710, d3.loss_bbox: 0.7647, d3.loss_iou: 1.1356, d4.loss_cls: 1.9554, d4.loss_bbox: 0.7590, d4.loss_iou: 1.1292, loss: 23.4850, grad_norm: 14.1186 -2022-10-26 21:28:08,243 - mmdet - INFO - Epoch [26][1300/1849] lr: 2.000e-04, eta: 1:42:49, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9554, loss_bbox: 0.7578, loss_iou: 1.1330, d0.loss_cls: 2.0576, d0.loss_bbox: 0.8095, d0.loss_iou: 1.1956, d1.loss_cls: 2.0267, d1.loss_bbox: 0.7898, d1.loss_iou: 1.1740, d2.loss_cls: 1.9971, d2.loss_bbox: 0.7749, d2.loss_iou: 1.1517, d3.loss_cls: 1.9771, d3.loss_bbox: 0.7654, d3.loss_iou: 1.1418, d4.loss_cls: 1.9635, d4.loss_bbox: 0.7597, d4.loss_iou: 1.1354, loss: 23.5659, grad_norm: 14.9615 -2022-10-26 21:28:15,083 - mmdet - INFO - Epoch [26][1350/1849] lr: 2.000e-04, eta: 1:42:42, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9445, loss_bbox: 0.7575, loss_iou: 1.1313, d0.loss_cls: 2.0449, d0.loss_bbox: 0.8096, d0.loss_iou: 1.1946, d1.loss_cls: 2.0109, d1.loss_bbox: 0.7909, d1.loss_iou: 1.1724, d2.loss_cls: 1.9809, d2.loss_bbox: 0.7748, d2.loss_iou: 1.1515, d3.loss_cls: 1.9634, d3.loss_bbox: 0.7651, d3.loss_iou: 1.1410, d4.loss_cls: 1.9525, d4.loss_bbox: 0.7595, d4.loss_iou: 1.1344, loss: 23.4799, grad_norm: 15.0161 -2022-10-26 21:28:21,997 - mmdet - INFO - Epoch [26][1400/1849] lr: 2.000e-04, eta: 1:42:35, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9451, loss_bbox: 0.7538, loss_iou: 1.1271, d0.loss_cls: 2.0445, d0.loss_bbox: 0.8059, d0.loss_iou: 1.1920, d1.loss_cls: 2.0139, d1.loss_bbox: 0.7872, d1.loss_iou: 1.1691, d2.loss_cls: 1.9859, d2.loss_bbox: 0.7713, d2.loss_iou: 1.1474, d3.loss_cls: 1.9635, d3.loss_bbox: 0.7610, d3.loss_iou: 1.1369, d4.loss_cls: 1.9516, d4.loss_bbox: 0.7558, d4.loss_iou: 1.1299, loss: 23.4419, grad_norm: 15.4867 -2022-10-26 21:28:29,049 - mmdet - INFO - Epoch [26][1450/1849] lr: 2.000e-04, eta: 1:42:29, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9629, loss_bbox: 0.7554, loss_iou: 1.1316, d0.loss_cls: 2.0685, d0.loss_bbox: 0.8069, d0.loss_iou: 1.1933, d1.loss_cls: 2.0364, d1.loss_bbox: 0.7882, d1.loss_iou: 1.1697, d2.loss_cls: 2.0051, d2.loss_bbox: 0.7718, d2.loss_iou: 1.1493, d3.loss_cls: 1.9852, d3.loss_bbox: 0.7626, d3.loss_iou: 1.1395, d4.loss_cls: 1.9715, d4.loss_bbox: 0.7573, d4.loss_iou: 1.1335, loss: 23.5888, grad_norm: 15.7723 -2022-10-26 21:28:36,099 - mmdet - INFO - Epoch [26][1500/1849] lr: 2.000e-04, eta: 1:42:22, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9481, loss_bbox: 0.7616, loss_iou: 1.1341, d0.loss_cls: 2.0515, d0.loss_bbox: 0.8138, d0.loss_iou: 1.1986, d1.loss_cls: 2.0202, d1.loss_bbox: 0.7950, d1.loss_iou: 1.1745, d2.loss_cls: 1.9877, d2.loss_bbox: 0.7794, d2.loss_iou: 1.1530, d3.loss_cls: 1.9700, d3.loss_bbox: 0.7693, d3.loss_iou: 1.1433, d4.loss_cls: 1.9557, d4.loss_bbox: 0.7637, d4.loss_iou: 1.1368, loss: 23.5563, grad_norm: 16.0771 -2022-10-26 21:28:42,995 - mmdet - INFO - Epoch [26][1550/1849] lr: 2.000e-04, eta: 1:42:15, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9601, loss_bbox: 0.7569, loss_iou: 1.1305, d0.loss_cls: 2.0635, d0.loss_bbox: 0.8108, d0.loss_iou: 1.1928, d1.loss_cls: 2.0303, d1.loss_bbox: 0.7912, d1.loss_iou: 1.1706, d2.loss_cls: 1.9991, d2.loss_bbox: 0.7744, d2.loss_iou: 1.1491, d3.loss_cls: 1.9822, d3.loss_bbox: 0.7641, d3.loss_iou: 1.1391, d4.loss_cls: 1.9675, d4.loss_bbox: 0.7590, d4.loss_iou: 1.1328, loss: 23.5741, grad_norm: 13.8210 -2022-10-26 21:28:49,792 - mmdet - INFO - Epoch [26][1600/1849] lr: 2.000e-04, eta: 1:42:08, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9632, loss_bbox: 0.7554, loss_iou: 1.1329, d0.loss_cls: 2.0644, d0.loss_bbox: 0.8057, d0.loss_iou: 1.1941, d1.loss_cls: 2.0315, d1.loss_bbox: 0.7888, d1.loss_iou: 1.1721, d2.loss_cls: 2.0018, d2.loss_bbox: 0.7732, d2.loss_iou: 1.1517, d3.loss_cls: 1.9809, d3.loss_bbox: 0.7632, d3.loss_iou: 1.1409, d4.loss_cls: 1.9686, d4.loss_bbox: 0.7573, d4.loss_iou: 1.1355, loss: 23.5813, grad_norm: 15.1975 -2022-10-26 21:28:56,626 - mmdet - INFO - Epoch [26][1650/1849] lr: 2.000e-04, eta: 1:42:01, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9521, loss_bbox: 0.7606, loss_iou: 1.1314, d0.loss_cls: 2.0558, d0.loss_bbox: 0.8134, d0.loss_iou: 1.1956, d1.loss_cls: 2.0228, d1.loss_bbox: 0.7942, d1.loss_iou: 1.1721, d2.loss_cls: 1.9931, d2.loss_bbox: 0.7781, d2.loss_iou: 1.1503, d3.loss_cls: 1.9749, d3.loss_bbox: 0.7684, d3.loss_iou: 1.1398, d4.loss_cls: 1.9608, d4.loss_bbox: 0.7624, d4.loss_iou: 1.1340, loss: 23.5599, grad_norm: 15.9333 -2022-10-26 21:29:03,395 - mmdet - INFO - Epoch [26][1700/1849] lr: 2.000e-04, eta: 1:41:54, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9356, loss_bbox: 0.7541, loss_iou: 1.1288, d0.loss_cls: 2.0412, d0.loss_bbox: 0.8065, d0.loss_iou: 1.1937, d1.loss_cls: 2.0069, d1.loss_bbox: 0.7878, d1.loss_iou: 1.1705, d2.loss_cls: 1.9748, d2.loss_bbox: 0.7716, d2.loss_iou: 1.1486, d3.loss_cls: 1.9573, d3.loss_bbox: 0.7616, d3.loss_iou: 1.1381, d4.loss_cls: 1.9430, d4.loss_bbox: 0.7558, d4.loss_iou: 1.1316, loss: 23.4076, grad_norm: 16.3522 -2022-10-26 21:29:09,940 - mmdet - INFO - Epoch [26][1750/1849] lr: 2.000e-04, eta: 1:41:47, time: 0.131, data_time: 0.004, memory: 4401, loss_cls: 1.9581, loss_bbox: 0.7589, loss_iou: 1.1332, d0.loss_cls: 2.0633, d0.loss_bbox: 0.8100, d0.loss_iou: 1.1941, d1.loss_cls: 2.0297, d1.loss_bbox: 0.7918, d1.loss_iou: 1.1712, d2.loss_cls: 1.9993, d2.loss_bbox: 0.7761, d2.loss_iou: 1.1506, d3.loss_cls: 1.9799, d3.loss_bbox: 0.7673, d3.loss_iou: 1.1415, d4.loss_cls: 1.9659, d4.loss_bbox: 0.7616, d4.loss_iou: 1.1351, loss: 23.5876, grad_norm: 17.4722 -2022-10-26 21:29:16,645 - mmdet - INFO - Epoch [26][1800/1849] lr: 2.000e-04, eta: 1:41:40, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.9390, loss_bbox: 0.7565, loss_iou: 1.1274, d0.loss_cls: 2.0396, d0.loss_bbox: 0.8080, d0.loss_iou: 1.1901, d1.loss_cls: 2.0097, d1.loss_bbox: 0.7906, d1.loss_iou: 1.1676, d2.loss_cls: 1.9799, d2.loss_bbox: 0.7743, d2.loss_iou: 1.1455, d3.loss_cls: 1.9621, d3.loss_bbox: 0.7639, d3.loss_iou: 1.1359, d4.loss_cls: 1.9476, d4.loss_bbox: 0.7583, d4.loss_iou: 1.1299, loss: 23.4259, grad_norm: 15.6402 -2022-10-26 21:29:23,475 - mmdet - INFO - Saving checkpoint at 26 epochs -2022-10-26 21:29:34,268 - mmdet - INFO - Epoch [27][50/1849] lr: 2.000e-04, eta: 1:41:23, time: 0.203, data_time: 0.064, memory: 4401, loss_cls: 1.9317, loss_bbox: 0.7522, loss_iou: 1.1242, d0.loss_cls: 2.0363, d0.loss_bbox: 0.8067, d0.loss_iou: 1.1848, d1.loss_cls: 2.0021, d1.loss_bbox: 0.7864, d1.loss_iou: 1.1624, d2.loss_cls: 1.9699, d2.loss_bbox: 0.7699, d2.loss_iou: 1.1422, d3.loss_cls: 1.9519, d3.loss_bbox: 0.7603, d3.loss_iou: 1.1330, d4.loss_cls: 1.9399, d4.loss_bbox: 0.7541, d4.loss_iou: 1.1267, loss: 23.3347, grad_norm: 17.1420 -2022-10-26 21:29:41,393 - mmdet - INFO - Epoch [27][100/1849] lr: 2.000e-04, eta: 1:41:17, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9331, loss_bbox: 0.7541, loss_iou: 1.1282, d0.loss_cls: 2.0390, d0.loss_bbox: 0.8068, d0.loss_iou: 1.1934, d1.loss_cls: 2.0084, d1.loss_bbox: 0.7865, d1.loss_iou: 1.1678, d2.loss_cls: 1.9739, d2.loss_bbox: 0.7708, d2.loss_iou: 1.1473, d3.loss_cls: 1.9534, d3.loss_bbox: 0.7617, d3.loss_iou: 1.1373, d4.loss_cls: 1.9398, d4.loss_bbox: 0.7568, d4.loss_iou: 1.1305, loss: 23.3887, grad_norm: 15.0448 -2022-10-26 21:29:48,284 - mmdet - INFO - Epoch [27][150/1849] lr: 2.000e-04, eta: 1:41:10, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9368, loss_bbox: 0.7562, loss_iou: 1.1289, d0.loss_cls: 2.0379, d0.loss_bbox: 0.8096, d0.loss_iou: 1.1917, d1.loss_cls: 2.0100, d1.loss_bbox: 0.7895, d1.loss_iou: 1.1696, d2.loss_cls: 1.9795, d2.loss_bbox: 0.7732, d2.loss_iou: 1.1486, d3.loss_cls: 1.9589, d3.loss_bbox: 0.7643, d3.loss_iou: 1.1377, d4.loss_cls: 1.9435, d4.loss_bbox: 0.7583, d4.loss_iou: 1.1316, loss: 23.4260, grad_norm: 14.0765 -2022-10-26 21:29:55,124 - mmdet - INFO - Epoch [27][200/1849] lr: 2.000e-04, eta: 1:41:03, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9367, loss_bbox: 0.7577, loss_iou: 1.1284, d0.loss_cls: 2.0369, d0.loss_bbox: 0.8107, d0.loss_iou: 1.1911, d1.loss_cls: 2.0109, d1.loss_bbox: 0.7916, d1.loss_iou: 1.1677, d2.loss_cls: 1.9782, d2.loss_bbox: 0.7752, d2.loss_iou: 1.1464, d3.loss_cls: 1.9598, d3.loss_bbox: 0.7662, d3.loss_iou: 1.1369, d4.loss_cls: 1.9448, d4.loss_bbox: 0.7604, d4.loss_iou: 1.1299, loss: 23.4293, grad_norm: 15.4785 -2022-10-26 21:30:01,915 - mmdet - INFO - Epoch [27][250/1849] lr: 2.000e-04, eta: 1:40:56, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9376, loss_bbox: 0.7583, loss_iou: 1.1328, d0.loss_cls: 2.0459, d0.loss_bbox: 0.8104, d0.loss_iou: 1.1968, d1.loss_cls: 2.0094, d1.loss_bbox: 0.7911, d1.loss_iou: 1.1737, d2.loss_cls: 1.9790, d2.loss_bbox: 0.7751, d2.loss_iou: 1.1522, d3.loss_cls: 1.9595, d3.loss_bbox: 0.7649, d3.loss_iou: 1.1418, d4.loss_cls: 1.9456, d4.loss_bbox: 0.7599, d4.loss_iou: 1.1358, loss: 23.4699, grad_norm: 15.8631 -2022-10-26 21:30:08,845 - mmdet - INFO - Epoch [27][300/1849] lr: 2.000e-04, eta: 1:40:49, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9465, loss_bbox: 0.7528, loss_iou: 1.1292, d0.loss_cls: 2.0548, d0.loss_bbox: 0.8052, d0.loss_iou: 1.1935, d1.loss_cls: 2.0218, d1.loss_bbox: 0.7868, d1.loss_iou: 1.1708, d2.loss_cls: 1.9879, d2.loss_bbox: 0.7720, d2.loss_iou: 1.1493, d3.loss_cls: 1.9689, d3.loss_bbox: 0.7619, d3.loss_iou: 1.1392, d4.loss_cls: 1.9536, d4.loss_bbox: 0.7548, d4.loss_iou: 1.1322, loss: 23.4814, grad_norm: 15.1440 -2022-10-26 21:30:15,778 - mmdet - INFO - Epoch [27][350/1849] lr: 2.000e-04, eta: 1:40:43, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9379, loss_bbox: 0.7549, loss_iou: 1.1254, d0.loss_cls: 2.0429, d0.loss_bbox: 0.8088, d0.loss_iou: 1.1884, d1.loss_cls: 2.0087, d1.loss_bbox: 0.7893, d1.loss_iou: 1.1657, d2.loss_cls: 1.9775, d2.loss_bbox: 0.7736, d2.loss_iou: 1.1455, d3.loss_cls: 1.9592, d3.loss_bbox: 0.7631, d3.loss_iou: 1.1351, d4.loss_cls: 1.9450, d4.loss_bbox: 0.7573, d4.loss_iou: 1.1280, loss: 23.4063, grad_norm: 15.0444 -2022-10-26 21:30:22,764 - mmdet - INFO - Epoch [27][400/1849] lr: 2.000e-04, eta: 1:40:36, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9544, loss_bbox: 0.7571, loss_iou: 1.1301, d0.loss_cls: 2.0570, d0.loss_bbox: 0.8090, d0.loss_iou: 1.1944, d1.loss_cls: 2.0263, d1.loss_bbox: 0.7899, d1.loss_iou: 1.1707, d2.loss_cls: 1.9956, d2.loss_bbox: 0.7745, d2.loss_iou: 1.1494, d3.loss_cls: 1.9775, d3.loss_bbox: 0.7649, d3.loss_iou: 1.1388, d4.loss_cls: 1.9614, d4.loss_bbox: 0.7592, d4.loss_iou: 1.1330, loss: 23.5432, grad_norm: 14.8180 -2022-10-26 21:30:29,608 - mmdet - INFO - Epoch [27][450/1849] lr: 2.000e-04, eta: 1:40:29, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9545, loss_bbox: 0.7510, loss_iou: 1.1310, d0.loss_cls: 2.0632, d0.loss_bbox: 0.8032, d0.loss_iou: 1.1950, d1.loss_cls: 2.0274, d1.loss_bbox: 0.7848, d1.loss_iou: 1.1719, d2.loss_cls: 1.9948, d2.loss_bbox: 0.7687, d2.loss_iou: 1.1515, d3.loss_cls: 1.9781, d3.loss_bbox: 0.7584, d3.loss_iou: 1.1403, d4.loss_cls: 1.9634, d4.loss_bbox: 0.7528, d4.loss_iou: 1.1337, loss: 23.5238, grad_norm: 14.8500 -2022-10-26 21:30:36,604 - mmdet - INFO - Epoch [27][500/1849] lr: 2.000e-04, eta: 1:40:22, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9447, loss_bbox: 0.7550, loss_iou: 1.1265, d0.loss_cls: 2.0460, d0.loss_bbox: 0.8085, d0.loss_iou: 1.1895, d1.loss_cls: 2.0157, d1.loss_bbox: 0.7885, d1.loss_iou: 1.1670, d2.loss_cls: 1.9840, d2.loss_bbox: 0.7729, d2.loss_iou: 1.1469, d3.loss_cls: 1.9665, d3.loss_bbox: 0.7628, d3.loss_iou: 1.1357, d4.loss_cls: 1.9531, d4.loss_bbox: 0.7571, d4.loss_iou: 1.1291, loss: 23.4493, grad_norm: 15.6250 -2022-10-26 21:30:43,332 - mmdet - INFO - Epoch [27][550/1849] lr: 2.000e-04, eta: 1:40:15, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.9447, loss_bbox: 0.7575, loss_iou: 1.1288, d0.loss_cls: 2.0507, d0.loss_bbox: 0.8085, d0.loss_iou: 1.1906, d1.loss_cls: 2.0172, d1.loss_bbox: 0.7903, d1.loss_iou: 1.1686, d2.loss_cls: 1.9856, d2.loss_bbox: 0.7754, d2.loss_iou: 1.1471, d3.loss_cls: 1.9654, d3.loss_bbox: 0.7653, d3.loss_iou: 1.1367, d4.loss_cls: 1.9525, d4.loss_bbox: 0.7598, d4.loss_iou: 1.1310, loss: 23.4757, grad_norm: 15.9639 -2022-10-26 21:30:50,217 - mmdet - INFO - Epoch [27][600/1849] lr: 2.000e-04, eta: 1:40:08, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9321, loss_bbox: 0.7545, loss_iou: 1.1297, d0.loss_cls: 2.0358, d0.loss_bbox: 0.8064, d0.loss_iou: 1.1924, d1.loss_cls: 2.0039, d1.loss_bbox: 0.7868, d1.loss_iou: 1.1701, d2.loss_cls: 1.9704, d2.loss_bbox: 0.7709, d2.loss_iou: 1.1497, d3.loss_cls: 1.9531, d3.loss_bbox: 0.7620, d3.loss_iou: 1.1387, d4.loss_cls: 1.9409, d4.loss_bbox: 0.7561, d4.loss_iou: 1.1325, loss: 23.3859, grad_norm: 14.2752 -2022-10-26 21:30:57,213 - mmdet - INFO - Epoch [27][650/1849] lr: 2.000e-04, eta: 1:40:02, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9404, loss_bbox: 0.7529, loss_iou: 1.1254, d0.loss_cls: 2.0449, d0.loss_bbox: 0.8039, d0.loss_iou: 1.1885, d1.loss_cls: 2.0111, d1.loss_bbox: 0.7852, d1.loss_iou: 1.1665, d2.loss_cls: 1.9819, d2.loss_bbox: 0.7702, d2.loss_iou: 1.1453, d3.loss_cls: 1.9622, d3.loss_bbox: 0.7604, d3.loss_iou: 1.1350, d4.loss_cls: 1.9484, d4.loss_bbox: 0.7549, d4.loss_iou: 1.1282, loss: 23.4054, grad_norm: 14.5749 -2022-10-26 21:31:06,414 - mmdet - INFO - Epoch [27][700/1849] lr: 2.000e-04, eta: 1:39:57, time: 0.184, data_time: 0.005, memory: 4401, loss_cls: 1.9429, loss_bbox: 0.7558, loss_iou: 1.1277, d0.loss_cls: 2.0476, d0.loss_bbox: 0.8091, d0.loss_iou: 1.1916, d1.loss_cls: 2.0142, d1.loss_bbox: 0.7891, d1.loss_iou: 1.1682, d2.loss_cls: 1.9829, d2.loss_bbox: 0.7742, d2.loss_iou: 1.1477, d3.loss_cls: 1.9639, d3.loss_bbox: 0.7637, d3.loss_iou: 1.1367, d4.loss_cls: 1.9502, d4.loss_bbox: 0.7580, d4.loss_iou: 1.1305, loss: 23.4540, grad_norm: 15.8981 -2022-10-26 21:31:13,310 - mmdet - INFO - Epoch [27][750/1849] lr: 2.000e-04, eta: 1:39:50, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9407, loss_bbox: 0.7540, loss_iou: 1.1284, d0.loss_cls: 2.0448, d0.loss_bbox: 0.8063, d0.loss_iou: 1.1936, d1.loss_cls: 2.0155, d1.loss_bbox: 0.7874, d1.loss_iou: 1.1711, d2.loss_cls: 1.9806, d2.loss_bbox: 0.7720, d2.loss_iou: 1.1490, d3.loss_cls: 1.9635, d3.loss_bbox: 0.7625, d3.loss_iou: 1.1373, d4.loss_cls: 1.9491, d4.loss_bbox: 0.7558, d4.loss_iou: 1.1317, loss: 23.4433, grad_norm: 16.0868 -2022-10-26 21:31:20,081 - mmdet - INFO - Epoch [27][800/1849] lr: 2.000e-04, eta: 1:39:43, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9476, loss_bbox: 0.7575, loss_iou: 1.1306, d0.loss_cls: 2.0536, d0.loss_bbox: 0.8094, d0.loss_iou: 1.1948, d1.loss_cls: 2.0152, d1.loss_bbox: 0.7893, d1.loss_iou: 1.1713, d2.loss_cls: 1.9844, d2.loss_bbox: 0.7748, d2.loss_iou: 1.1494, d3.loss_cls: 1.9673, d3.loss_bbox: 0.7650, d3.loss_iou: 1.1400, d4.loss_cls: 1.9537, d4.loss_bbox: 0.7589, d4.loss_iou: 1.1335, loss: 23.4964, grad_norm: 14.9703 -2022-10-26 21:31:26,963 - mmdet - INFO - Epoch [27][850/1849] lr: 2.000e-04, eta: 1:39:36, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9456, loss_bbox: 0.7523, loss_iou: 1.1267, d0.loss_cls: 2.0539, d0.loss_bbox: 0.8056, d0.loss_iou: 1.1915, d1.loss_cls: 2.0193, d1.loss_bbox: 0.7865, d1.loss_iou: 1.1673, d2.loss_cls: 1.9873, d2.loss_bbox: 0.7704, d2.loss_iou: 1.1455, d3.loss_cls: 1.9671, d3.loss_bbox: 0.7617, d3.loss_iou: 1.1354, d4.loss_cls: 1.9531, d4.loss_bbox: 0.7549, d4.loss_iou: 1.1295, loss: 23.4536, grad_norm: 15.7295 -2022-10-26 21:31:33,788 - mmdet - INFO - Epoch [27][900/1849] lr: 2.000e-04, eta: 1:39:29, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9532, loss_bbox: 0.7584, loss_iou: 1.1296, d0.loss_cls: 2.0552, d0.loss_bbox: 0.8113, d0.loss_iou: 1.1955, d1.loss_cls: 2.0245, d1.loss_bbox: 0.7915, d1.loss_iou: 1.1709, d2.loss_cls: 1.9901, d2.loss_bbox: 0.7760, d2.loss_iou: 1.1497, d3.loss_cls: 1.9722, d3.loss_bbox: 0.7657, d3.loss_iou: 1.1396, d4.loss_cls: 1.9596, d4.loss_bbox: 0.7600, d4.loss_iou: 1.1324, loss: 23.5355, grad_norm: 15.8813 -2022-10-26 21:31:40,610 - mmdet - INFO - Epoch [27][950/1849] lr: 2.000e-04, eta: 1:39:22, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9570, loss_bbox: 0.7620, loss_iou: 1.1300, d0.loss_cls: 2.0568, d0.loss_bbox: 0.8141, d0.loss_iou: 1.1958, d1.loss_cls: 2.0244, d1.loss_bbox: 0.7949, d1.loss_iou: 1.1719, d2.loss_cls: 1.9954, d2.loss_bbox: 0.7790, d2.loss_iou: 1.1502, d3.loss_cls: 1.9754, d3.loss_bbox: 0.7698, d3.loss_iou: 1.1395, d4.loss_cls: 1.9644, d4.loss_bbox: 0.7643, d4.loss_iou: 1.1320, loss: 23.5770, grad_norm: 15.7838 -2022-10-26 21:31:47,396 - mmdet - INFO - Epoch [27][1000/1849] lr: 2.000e-04, eta: 1:39:16, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9561, loss_bbox: 0.7552, loss_iou: 1.1287, d0.loss_cls: 2.0618, d0.loss_bbox: 0.8065, d0.loss_iou: 1.1920, d1.loss_cls: 2.0264, d1.loss_bbox: 0.7891, d1.loss_iou: 1.1684, d2.loss_cls: 1.9975, d2.loss_bbox: 0.7728, d2.loss_iou: 1.1472, d3.loss_cls: 1.9795, d3.loss_bbox: 0.7636, d3.loss_iou: 1.1374, d4.loss_cls: 1.9666, d4.loss_bbox: 0.7571, d4.loss_iou: 1.1308, loss: 23.5367, grad_norm: 15.3613 -2022-10-26 21:31:54,383 - mmdet - INFO - Epoch [27][1050/1849] lr: 2.000e-04, eta: 1:39:09, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9558, loss_bbox: 0.7551, loss_iou: 1.1297, d0.loss_cls: 2.0600, d0.loss_bbox: 0.8092, d0.loss_iou: 1.1925, d1.loss_cls: 2.0262, d1.loss_bbox: 0.7895, d1.loss_iou: 1.1696, d2.loss_cls: 1.9936, d2.loss_bbox: 0.7734, d2.loss_iou: 1.1483, d3.loss_cls: 1.9747, d3.loss_bbox: 0.7639, d3.loss_iou: 1.1383, d4.loss_cls: 1.9631, d4.loss_bbox: 0.7574, d4.loss_iou: 1.1331, loss: 23.5334, grad_norm: 15.9007 -2022-10-26 21:32:01,305 - mmdet - INFO - Epoch [27][1100/1849] lr: 2.000e-04, eta: 1:39:02, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9357, loss_bbox: 0.7530, loss_iou: 1.1312, d0.loss_cls: 2.0425, d0.loss_bbox: 0.8059, d0.loss_iou: 1.1956, d1.loss_cls: 2.0088, d1.loss_bbox: 0.7879, d1.loss_iou: 1.1720, d2.loss_cls: 1.9774, d2.loss_bbox: 0.7709, d2.loss_iou: 1.1507, d3.loss_cls: 1.9566, d3.loss_bbox: 0.7611, d3.loss_iou: 1.1400, d4.loss_cls: 1.9422, d4.loss_bbox: 0.7553, d4.loss_iou: 1.1333, loss: 23.4202, grad_norm: 15.2570 -2022-10-26 21:32:07,966 - mmdet - INFO - Epoch [27][1150/1849] lr: 2.000e-04, eta: 1:38:55, time: 0.133, data_time: 0.005, memory: 4401, loss_cls: 1.9551, loss_bbox: 0.7555, loss_iou: 1.1294, d0.loss_cls: 2.0606, d0.loss_bbox: 0.8086, d0.loss_iou: 1.1917, d1.loss_cls: 2.0275, d1.loss_bbox: 0.7883, d1.loss_iou: 1.1690, d2.loss_cls: 1.9960, d2.loss_bbox: 0.7730, d2.loss_iou: 1.1477, d3.loss_cls: 1.9769, d3.loss_bbox: 0.7633, d3.loss_iou: 1.1374, d4.loss_cls: 1.9634, d4.loss_bbox: 0.7569, d4.loss_iou: 1.1320, loss: 23.5323, grad_norm: 14.4953 -2022-10-26 21:32:14,646 - mmdet - INFO - Epoch [27][1200/1849] lr: 2.000e-04, eta: 1:38:48, time: 0.134, data_time: 0.004, memory: 4401, loss_cls: 1.9462, loss_bbox: 0.7563, loss_iou: 1.1269, d0.loss_cls: 2.0493, d0.loss_bbox: 0.8087, d0.loss_iou: 1.1930, d1.loss_cls: 2.0189, d1.loss_bbox: 0.7895, d1.loss_iou: 1.1685, d2.loss_cls: 1.9860, d2.loss_bbox: 0.7743, d2.loss_iou: 1.1464, d3.loss_cls: 1.9662, d3.loss_bbox: 0.7644, d3.loss_iou: 1.1363, d4.loss_cls: 1.9541, d4.loss_bbox: 0.7590, d4.loss_iou: 1.1294, loss: 23.4733, grad_norm: 14.9075 -2022-10-26 21:32:21,397 - mmdet - INFO - Epoch [27][1250/1849] lr: 2.000e-04, eta: 1:38:41, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9401, loss_bbox: 0.7595, loss_iou: 1.1347, d0.loss_cls: 2.0374, d0.loss_bbox: 0.8124, d0.loss_iou: 1.1968, d1.loss_cls: 2.0083, d1.loss_bbox: 0.7921, d1.loss_iou: 1.1745, d2.loss_cls: 1.9767, d2.loss_bbox: 0.7772, d2.loss_iou: 1.1540, d3.loss_cls: 1.9590, d3.loss_bbox: 0.7676, d3.loss_iou: 1.1435, d4.loss_cls: 1.9470, d4.loss_bbox: 0.7611, d4.loss_iou: 1.1373, loss: 23.4790, grad_norm: 14.5639 -2022-10-26 21:32:28,395 - mmdet - INFO - Epoch [27][1300/1849] lr: 2.000e-04, eta: 1:38:34, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9492, loss_bbox: 0.7575, loss_iou: 1.1308, d0.loss_cls: 2.0524, d0.loss_bbox: 0.8090, d0.loss_iou: 1.1927, d1.loss_cls: 2.0192, d1.loss_bbox: 0.7920, d1.loss_iou: 1.1701, d2.loss_cls: 1.9896, d2.loss_bbox: 0.7761, d2.loss_iou: 1.1491, d3.loss_cls: 1.9709, d3.loss_bbox: 0.7655, d3.loss_iou: 1.1392, d4.loss_cls: 1.9585, d4.loss_bbox: 0.7596, d4.loss_iou: 1.1331, loss: 23.5142, grad_norm: 16.3070 -2022-10-26 21:32:35,335 - mmdet - INFO - Epoch [27][1350/1849] lr: 2.000e-04, eta: 1:38:27, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9498, loss_bbox: 0.7566, loss_iou: 1.1259, d0.loss_cls: 2.0556, d0.loss_bbox: 0.8086, d0.loss_iou: 1.1897, d1.loss_cls: 2.0212, d1.loss_bbox: 0.7900, d1.loss_iou: 1.1664, d2.loss_cls: 1.9893, d2.loss_bbox: 0.7736, d2.loss_iou: 1.1444, d3.loss_cls: 1.9710, d3.loss_bbox: 0.7638, d3.loss_iou: 1.1346, d4.loss_cls: 1.9573, d4.loss_bbox: 0.7585, d4.loss_iou: 1.1286, loss: 23.4849, grad_norm: 15.3498 -2022-10-26 21:32:42,229 - mmdet - INFO - Epoch [27][1400/1849] lr: 2.000e-04, eta: 1:38:21, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9542, loss_bbox: 0.7561, loss_iou: 1.1258, d0.loss_cls: 2.0594, d0.loss_bbox: 0.8087, d0.loss_iou: 1.1893, d1.loss_cls: 2.0309, d1.loss_bbox: 0.7894, d1.loss_iou: 1.1643, d2.loss_cls: 1.9979, d2.loss_bbox: 0.7740, d2.loss_iou: 1.1435, d3.loss_cls: 1.9786, d3.loss_bbox: 0.7639, d3.loss_iou: 1.1345, d4.loss_cls: 1.9625, d4.loss_bbox: 0.7579, d4.loss_iou: 1.1279, loss: 23.5187, grad_norm: 15.3082 -2022-10-26 21:32:49,172 - mmdet - INFO - Epoch [27][1450/1849] lr: 2.000e-04, eta: 1:38:14, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9418, loss_bbox: 0.7578, loss_iou: 1.1274, d0.loss_cls: 2.0437, d0.loss_bbox: 0.8076, d0.loss_iou: 1.1902, d1.loss_cls: 2.0119, d1.loss_bbox: 0.7887, d1.loss_iou: 1.1667, d2.loss_cls: 1.9820, d2.loss_bbox: 0.7744, d2.loss_iou: 1.1454, d3.loss_cls: 1.9615, d3.loss_bbox: 0.7650, d3.loss_iou: 1.1358, d4.loss_cls: 1.9507, d4.loss_bbox: 0.7596, d4.loss_iou: 1.1298, loss: 23.4397, grad_norm: 15.1301 -2022-10-26 21:32:56,008 - mmdet - INFO - Epoch [27][1500/1849] lr: 2.000e-04, eta: 1:38:07, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9455, loss_bbox: 0.7520, loss_iou: 1.1250, d0.loss_cls: 2.0486, d0.loss_bbox: 0.8049, d0.loss_iou: 1.1885, d1.loss_cls: 2.0213, d1.loss_bbox: 0.7850, d1.loss_iou: 1.1646, d2.loss_cls: 1.9881, d2.loss_bbox: 0.7688, d2.loss_iou: 1.1422, d3.loss_cls: 1.9666, d3.loss_bbox: 0.7592, d3.loss_iou: 1.1327, d4.loss_cls: 1.9527, d4.loss_bbox: 0.7538, d4.loss_iou: 1.1272, loss: 23.4268, grad_norm: 15.0931 -2022-10-26 21:33:02,945 - mmdet - INFO - Epoch [27][1550/1849] lr: 2.000e-04, eta: 1:38:00, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9523, loss_bbox: 0.7579, loss_iou: 1.1306, d0.loss_cls: 2.0547, d0.loss_bbox: 0.8096, d0.loss_iou: 1.1935, d1.loss_cls: 2.0222, d1.loss_bbox: 0.7918, d1.loss_iou: 1.1711, d2.loss_cls: 1.9911, d2.loss_bbox: 0.7760, d2.loss_iou: 1.1497, d3.loss_cls: 1.9755, d3.loss_bbox: 0.7659, d3.loss_iou: 1.1385, d4.loss_cls: 1.9615, d4.loss_bbox: 0.7599, d4.loss_iou: 1.1335, loss: 23.5355, grad_norm: 15.3756 -2022-10-26 21:33:09,969 - mmdet - INFO - Epoch [27][1600/1849] lr: 2.000e-04, eta: 1:37:53, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9504, loss_bbox: 0.7551, loss_iou: 1.1306, d0.loss_cls: 2.0573, d0.loss_bbox: 0.8075, d0.loss_iou: 1.1925, d1.loss_cls: 2.0231, d1.loss_bbox: 0.7892, d1.loss_iou: 1.1692, d2.loss_cls: 1.9894, d2.loss_bbox: 0.7731, d2.loss_iou: 1.1486, d3.loss_cls: 1.9706, d3.loss_bbox: 0.7625, d3.loss_iou: 1.1386, d4.loss_cls: 1.9585, d4.loss_bbox: 0.7572, d4.loss_iou: 1.1331, loss: 23.5066, grad_norm: 16.3828 -2022-10-26 21:33:16,850 - mmdet - INFO - Epoch [27][1650/1849] lr: 2.000e-04, eta: 1:37:46, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9479, loss_bbox: 0.7545, loss_iou: 1.1285, d0.loss_cls: 2.0489, d0.loss_bbox: 0.8067, d0.loss_iou: 1.1916, d1.loss_cls: 2.0150, d1.loss_bbox: 0.7863, d1.loss_iou: 1.1678, d2.loss_cls: 1.9837, d2.loss_bbox: 0.7712, d2.loss_iou: 1.1473, d3.loss_cls: 1.9676, d3.loss_bbox: 0.7616, d3.loss_iou: 1.1369, d4.loss_cls: 1.9562, d4.loss_bbox: 0.7563, d4.loss_iou: 1.1308, loss: 23.4588, grad_norm: 13.7042 -2022-10-26 21:33:23,803 - mmdet - INFO - Epoch [27][1700/1849] lr: 2.000e-04, eta: 1:37:40, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9679, loss_bbox: 0.7588, loss_iou: 1.1336, d0.loss_cls: 2.0695, d0.loss_bbox: 0.8104, d0.loss_iou: 1.1968, d1.loss_cls: 2.0359, d1.loss_bbox: 0.7915, d1.loss_iou: 1.1723, d2.loss_cls: 2.0082, d2.loss_bbox: 0.7755, d2.loss_iou: 1.1514, d3.loss_cls: 1.9907, d3.loss_bbox: 0.7666, d3.loss_iou: 1.1409, d4.loss_cls: 1.9749, d4.loss_bbox: 0.7612, d4.loss_iou: 1.1355, loss: 23.6416, grad_norm: 17.9636 -2022-10-26 21:33:30,622 - mmdet - INFO - Epoch [27][1750/1849] lr: 2.000e-04, eta: 1:37:33, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9611, loss_bbox: 0.7578, loss_iou: 1.1293, d0.loss_cls: 2.0670, d0.loss_bbox: 0.8091, d0.loss_iou: 1.1918, d1.loss_cls: 2.0337, d1.loss_bbox: 0.7910, d1.loss_iou: 1.1706, d2.loss_cls: 2.0036, d2.loss_bbox: 0.7758, d2.loss_iou: 1.1485, d3.loss_cls: 1.9831, d3.loss_bbox: 0.7658, d3.loss_iou: 1.1387, d4.loss_cls: 1.9694, d4.loss_bbox: 0.7598, d4.loss_iou: 1.1320, loss: 23.5880, grad_norm: 15.9601 -2022-10-26 21:33:37,533 - mmdet - INFO - Epoch [27][1800/1849] lr: 2.000e-04, eta: 1:37:26, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9359, loss_bbox: 0.7536, loss_iou: 1.1255, d0.loss_cls: 2.0382, d0.loss_bbox: 0.8070, d0.loss_iou: 1.1898, d1.loss_cls: 2.0066, d1.loss_bbox: 0.7869, d1.loss_iou: 1.1666, d2.loss_cls: 1.9772, d2.loss_bbox: 0.7711, d2.loss_iou: 1.1444, d3.loss_cls: 1.9574, d3.loss_bbox: 0.7615, d3.loss_iou: 1.1341, d4.loss_cls: 1.9441, d4.loss_bbox: 0.7557, d4.loss_iou: 1.1276, loss: 23.3832, grad_norm: 15.2135 -2022-10-26 21:33:44,376 - mmdet - INFO - Saving checkpoint at 27 epochs -2022-10-26 21:33:55,000 - mmdet - INFO - Epoch [28][50/1849] lr: 2.000e-04, eta: 1:37:09, time: 0.200, data_time: 0.063, memory: 4401, loss_cls: 1.9294, loss_bbox: 0.7522, loss_iou: 1.1303, d0.loss_cls: 2.0384, d0.loss_bbox: 0.8067, d0.loss_iou: 1.1946, d1.loss_cls: 2.0053, d1.loss_bbox: 0.7867, d1.loss_iou: 1.1712, d2.loss_cls: 1.9735, d2.loss_bbox: 0.7699, d2.loss_iou: 1.1492, d3.loss_cls: 1.9526, d3.loss_bbox: 0.7605, d3.loss_iou: 1.1386, d4.loss_cls: 1.9374, d4.loss_bbox: 0.7542, d4.loss_iou: 1.1327, loss: 23.3833, grad_norm: 14.4123 -2022-10-26 21:34:02,033 - mmdet - INFO - Epoch [28][100/1849] lr: 2.000e-04, eta: 1:37:03, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9219, loss_bbox: 0.7513, loss_iou: 1.1241, d0.loss_cls: 2.0300, d0.loss_bbox: 0.8037, d0.loss_iou: 1.1891, d1.loss_cls: 1.9921, d1.loss_bbox: 0.7858, d1.loss_iou: 1.1662, d2.loss_cls: 1.9645, d2.loss_bbox: 0.7686, d2.loss_iou: 1.1435, d3.loss_cls: 1.9412, d3.loss_bbox: 0.7591, d3.loss_iou: 1.1330, d4.loss_cls: 1.9295, d4.loss_bbox: 0.7535, d4.loss_iou: 1.1264, loss: 23.2838, grad_norm: 13.9938 -2022-10-26 21:34:09,260 - mmdet - INFO - Epoch [28][150/1849] lr: 2.000e-04, eta: 1:36:56, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.9418, loss_bbox: 0.7498, loss_iou: 1.1235, d0.loss_cls: 2.0484, d0.loss_bbox: 0.8062, d0.loss_iou: 1.1879, d1.loss_cls: 2.0132, d1.loss_bbox: 0.7853, d1.loss_iou: 1.1649, d2.loss_cls: 1.9804, d2.loss_bbox: 0.7684, d2.loss_iou: 1.1435, d3.loss_cls: 1.9641, d3.loss_bbox: 0.7581, d3.loss_iou: 1.1327, d4.loss_cls: 1.9494, d4.loss_bbox: 0.7526, d4.loss_iou: 1.1256, loss: 23.3957, grad_norm: 14.3355 -2022-10-26 21:34:16,298 - mmdet - INFO - Epoch [28][200/1849] lr: 2.000e-04, eta: 1:36:49, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9524, loss_bbox: 0.7597, loss_iou: 1.1270, d0.loss_cls: 2.0606, d0.loss_bbox: 0.8119, d0.loss_iou: 1.1904, d1.loss_cls: 2.0244, d1.loss_bbox: 0.7943, d1.loss_iou: 1.1681, d2.loss_cls: 1.9925, d2.loss_bbox: 0.7778, d2.loss_iou: 1.1462, d3.loss_cls: 1.9758, d3.loss_bbox: 0.7685, d3.loss_iou: 1.1355, d4.loss_cls: 1.9597, d4.loss_bbox: 0.7620, d4.loss_iou: 1.1296, loss: 23.5364, grad_norm: 15.2525 -2022-10-26 21:34:23,240 - mmdet - INFO - Epoch [28][250/1849] lr: 2.000e-04, eta: 1:36:42, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9429, loss_bbox: 0.7638, loss_iou: 1.1355, d0.loss_cls: 2.0467, d0.loss_bbox: 0.8159, d0.loss_iou: 1.1993, d1.loss_cls: 2.0142, d1.loss_bbox: 0.7979, d1.loss_iou: 1.1739, d2.loss_cls: 1.9851, d2.loss_bbox: 0.7808, d2.loss_iou: 1.1542, d3.loss_cls: 1.9662, d3.loss_bbox: 0.7712, d3.loss_iou: 1.1435, d4.loss_cls: 1.9504, d4.loss_bbox: 0.7651, d4.loss_iou: 1.1374, loss: 23.5439, grad_norm: 16.8993 -2022-10-26 21:34:30,138 - mmdet - INFO - Epoch [28][300/1849] lr: 2.000e-04, eta: 1:36:36, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9276, loss_bbox: 0.7524, loss_iou: 1.1233, d0.loss_cls: 2.0320, d0.loss_bbox: 0.8063, d0.loss_iou: 1.1885, d1.loss_cls: 2.0034, d1.loss_bbox: 0.7879, d1.loss_iou: 1.1647, d2.loss_cls: 1.9736, d2.loss_bbox: 0.7710, d2.loss_iou: 1.1430, d3.loss_cls: 1.9504, d3.loss_bbox: 0.7604, d3.loss_iou: 1.1323, d4.loss_cls: 1.9362, d4.loss_bbox: 0.7542, d4.loss_iou: 1.1254, loss: 23.3325, grad_norm: 15.5856 -2022-10-26 21:34:37,092 - mmdet - INFO - Epoch [28][350/1849] lr: 2.000e-04, eta: 1:36:29, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9457, loss_bbox: 0.7542, loss_iou: 1.1279, d0.loss_cls: 2.0486, d0.loss_bbox: 0.8086, d0.loss_iou: 1.1929, d1.loss_cls: 2.0162, d1.loss_bbox: 0.7873, d1.loss_iou: 1.1687, d2.loss_cls: 1.9849, d2.loss_bbox: 0.7723, d2.loss_iou: 1.1482, d3.loss_cls: 1.9688, d3.loss_bbox: 0.7623, d3.loss_iou: 1.1373, d4.loss_cls: 1.9525, d4.loss_bbox: 0.7556, d4.loss_iou: 1.1308, loss: 23.4628, grad_norm: 15.1774 -2022-10-26 21:34:44,164 - mmdet - INFO - Epoch [28][400/1849] lr: 2.000e-04, eta: 1:36:22, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9389, loss_bbox: 0.7548, loss_iou: 1.1259, d0.loss_cls: 2.0478, d0.loss_bbox: 0.8092, d0.loss_iou: 1.1917, d1.loss_cls: 2.0146, d1.loss_bbox: 0.7884, d1.loss_iou: 1.1675, d2.loss_cls: 1.9794, d2.loss_bbox: 0.7723, d2.loss_iou: 1.1463, d3.loss_cls: 1.9635, d3.loss_bbox: 0.7625, d3.loss_iou: 1.1350, d4.loss_cls: 1.9471, d4.loss_bbox: 0.7566, d4.loss_iou: 1.1285, loss: 23.4298, grad_norm: 15.3044 -2022-10-26 21:34:51,223 - mmdet - INFO - Epoch [28][450/1849] lr: 2.000e-04, eta: 1:36:15, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9480, loss_bbox: 0.7583, loss_iou: 1.1327, d0.loss_cls: 2.0565, d0.loss_bbox: 0.8115, d0.loss_iou: 1.1981, d1.loss_cls: 2.0184, d1.loss_bbox: 0.7909, d1.loss_iou: 1.1737, d2.loss_cls: 1.9861, d2.loss_bbox: 0.7759, d2.loss_iou: 1.1527, d3.loss_cls: 1.9693, d3.loss_bbox: 0.7661, d3.loss_iou: 1.1420, d4.loss_cls: 1.9563, d4.loss_bbox: 0.7597, d4.loss_iou: 1.1355, loss: 23.5317, grad_norm: 15.7222 -2022-10-26 21:34:58,100 - mmdet - INFO - Epoch [28][500/1849] lr: 2.000e-04, eta: 1:36:09, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9309, loss_bbox: 0.7527, loss_iou: 1.1240, d0.loss_cls: 2.0358, d0.loss_bbox: 0.8055, d0.loss_iou: 1.1883, d1.loss_cls: 2.0005, d1.loss_bbox: 0.7856, d1.loss_iou: 1.1642, d2.loss_cls: 1.9718, d2.loss_bbox: 0.7709, d2.loss_iou: 1.1429, d3.loss_cls: 1.9536, d3.loss_bbox: 0.7614, d3.loss_iou: 1.1325, d4.loss_cls: 1.9417, d4.loss_bbox: 0.7552, d4.loss_iou: 1.1260, loss: 23.3436, grad_norm: 15.9658 -2022-10-26 21:35:04,933 - mmdet - INFO - Epoch [28][550/1849] lr: 2.000e-04, eta: 1:36:02, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9507, loss_bbox: 0.7527, loss_iou: 1.1264, d0.loss_cls: 2.0590, d0.loss_bbox: 0.8048, d0.loss_iou: 1.1908, d1.loss_cls: 2.0231, d1.loss_bbox: 0.7851, d1.loss_iou: 1.1682, d2.loss_cls: 1.9913, d2.loss_bbox: 0.7703, d2.loss_iou: 1.1466, d3.loss_cls: 1.9733, d3.loss_bbox: 0.7599, d3.loss_iou: 1.1360, d4.loss_cls: 1.9595, d4.loss_bbox: 0.7545, d4.loss_iou: 1.1291, loss: 23.4811, grad_norm: 16.0162 -2022-10-26 21:35:12,005 - mmdet - INFO - Epoch [28][600/1849] lr: 2.000e-04, eta: 1:35:55, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9356, loss_bbox: 0.7492, loss_iou: 1.1242, d0.loss_cls: 2.0423, d0.loss_bbox: 0.8038, d0.loss_iou: 1.1885, d1.loss_cls: 2.0094, d1.loss_bbox: 0.7840, d1.loss_iou: 1.1650, d2.loss_cls: 1.9751, d2.loss_bbox: 0.7676, d2.loss_iou: 1.1439, d3.loss_cls: 1.9568, d3.loss_bbox: 0.7573, d3.loss_iou: 1.1338, d4.loss_cls: 1.9451, d4.loss_bbox: 0.7507, d4.loss_iou: 1.1265, loss: 23.3586, grad_norm: 15.2370 -2022-10-26 21:35:19,099 - mmdet - INFO - Epoch [28][650/1849] lr: 2.000e-04, eta: 1:35:48, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9583, loss_bbox: 0.7571, loss_iou: 1.1296, d0.loss_cls: 2.0674, d0.loss_bbox: 0.8091, d0.loss_iou: 1.1952, d1.loss_cls: 2.0303, d1.loss_bbox: 0.7907, d1.loss_iou: 1.1692, d2.loss_cls: 1.9981, d2.loss_bbox: 0.7747, d2.loss_iou: 1.1494, d3.loss_cls: 1.9797, d3.loss_bbox: 0.7645, d3.loss_iou: 1.1389, d4.loss_cls: 1.9659, d4.loss_bbox: 0.7593, d4.loss_iou: 1.1324, loss: 23.5697, grad_norm: 15.8129 -2022-10-26 21:35:26,026 - mmdet - INFO - Epoch [28][700/1849] lr: 2.000e-04, eta: 1:35:42, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9488, loss_bbox: 0.7540, loss_iou: 1.1323, d0.loss_cls: 2.0606, d0.loss_bbox: 0.8084, d0.loss_iou: 1.1951, d1.loss_cls: 2.0214, d1.loss_bbox: 0.7880, d1.loss_iou: 1.1730, d2.loss_cls: 1.9906, d2.loss_bbox: 0.7717, d2.loss_iou: 1.1508, d3.loss_cls: 1.9705, d3.loss_bbox: 0.7615, d3.loss_iou: 1.1407, d4.loss_cls: 1.9563, d4.loss_bbox: 0.7563, d4.loss_iou: 1.1346, loss: 23.5147, grad_norm: 15.8578 -2022-10-26 21:35:32,975 - mmdet - INFO - Epoch [28][750/1849] lr: 2.000e-04, eta: 1:35:35, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9289, loss_bbox: 0.7494, loss_iou: 1.1226, d0.loss_cls: 2.0375, d0.loss_bbox: 0.8021, d0.loss_iou: 1.1871, d1.loss_cls: 2.0054, d1.loss_bbox: 0.7839, d1.loss_iou: 1.1636, d2.loss_cls: 1.9738, d2.loss_bbox: 0.7683, d2.loss_iou: 1.1420, d3.loss_cls: 1.9498, d3.loss_bbox: 0.7575, d3.loss_iou: 1.1316, d4.loss_cls: 1.9353, d4.loss_bbox: 0.7515, d4.loss_iou: 1.1250, loss: 23.3154, grad_norm: 17.0356 -2022-10-26 21:35:39,923 - mmdet - INFO - Epoch [28][800/1849] lr: 2.000e-04, eta: 1:35:28, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9303, loss_bbox: 0.7526, loss_iou: 1.1217, d0.loss_cls: 2.0380, d0.loss_bbox: 0.8048, d0.loss_iou: 1.1848, d1.loss_cls: 2.0049, d1.loss_bbox: 0.7863, d1.loss_iou: 1.1627, d2.loss_cls: 1.9719, d2.loss_bbox: 0.7695, d2.loss_iou: 1.1419, d3.loss_cls: 1.9526, d3.loss_bbox: 0.7598, d3.loss_iou: 1.1310, d4.loss_cls: 1.9394, d4.loss_bbox: 0.7548, d4.loss_iou: 1.1245, loss: 23.3313, grad_norm: 15.4988 -2022-10-26 21:35:46,787 - mmdet - INFO - Epoch [28][850/1849] lr: 2.000e-04, eta: 1:35:21, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9449, loss_bbox: 0.7594, loss_iou: 1.1279, d0.loss_cls: 2.0507, d0.loss_bbox: 0.8124, d0.loss_iou: 1.1917, d1.loss_cls: 2.0171, d1.loss_bbox: 0.7932, d1.loss_iou: 1.1681, d2.loss_cls: 1.9856, d2.loss_bbox: 0.7766, d2.loss_iou: 1.1476, d3.loss_cls: 1.9667, d3.loss_bbox: 0.7672, d3.loss_iou: 1.1377, d4.loss_cls: 1.9524, d4.loss_bbox: 0.7610, d4.loss_iou: 1.1308, loss: 23.4910, grad_norm: 14.8184 -2022-10-26 21:35:53,673 - mmdet - INFO - Epoch [28][900/1849] lr: 2.000e-04, eta: 1:35:14, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9320, loss_bbox: 0.7546, loss_iou: 1.1256, d0.loss_cls: 2.0350, d0.loss_bbox: 0.8053, d0.loss_iou: 1.1888, d1.loss_cls: 2.0022, d1.loss_bbox: 0.7876, d1.loss_iou: 1.1662, d2.loss_cls: 1.9734, d2.loss_bbox: 0.7714, d2.loss_iou: 1.1457, d3.loss_cls: 1.9537, d3.loss_bbox: 0.7623, d3.loss_iou: 1.1346, d4.loss_cls: 1.9396, d4.loss_bbox: 0.7563, d4.loss_iou: 1.1281, loss: 23.3625, grad_norm: 15.7768 -2022-10-26 21:36:00,529 - mmdet - INFO - Epoch [28][950/1849] lr: 2.000e-04, eta: 1:35:07, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9325, loss_bbox: 0.7535, loss_iou: 1.1308, d0.loss_cls: 2.0422, d0.loss_bbox: 0.8040, d0.loss_iou: 1.1946, d1.loss_cls: 2.0039, d1.loss_bbox: 0.7857, d1.loss_iou: 1.1719, d2.loss_cls: 1.9758, d2.loss_bbox: 0.7704, d2.loss_iou: 1.1512, d3.loss_cls: 1.9535, d3.loss_bbox: 0.7614, d3.loss_iou: 1.1411, d4.loss_cls: 1.9417, d4.loss_bbox: 0.7555, d4.loss_iou: 1.1329, loss: 23.4026, grad_norm: 15.6095 -2022-10-26 21:36:07,586 - mmdet - INFO - Epoch [28][1000/1849] lr: 2.000e-04, eta: 1:35:01, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9406, loss_bbox: 0.7527, loss_iou: 1.1283, d0.loss_cls: 2.0453, d0.loss_bbox: 0.8065, d0.loss_iou: 1.1943, d1.loss_cls: 2.0136, d1.loss_bbox: 0.7866, d1.loss_iou: 1.1707, d2.loss_cls: 1.9813, d2.loss_bbox: 0.7710, d2.loss_iou: 1.1488, d3.loss_cls: 1.9627, d3.loss_bbox: 0.7609, d3.loss_iou: 1.1383, d4.loss_cls: 1.9473, d4.loss_bbox: 0.7548, d4.loss_iou: 1.1314, loss: 23.4352, grad_norm: 14.1440 -2022-10-26 21:36:14,545 - mmdet - INFO - Epoch [28][1050/1849] lr: 2.000e-04, eta: 1:34:54, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9441, loss_bbox: 0.7514, loss_iou: 1.1242, d0.loss_cls: 2.0522, d0.loss_bbox: 0.8049, d0.loss_iou: 1.1896, d1.loss_cls: 2.0178, d1.loss_bbox: 0.7848, d1.loss_iou: 1.1663, d2.loss_cls: 1.9865, d2.loss_bbox: 0.7689, d2.loss_iou: 1.1452, d3.loss_cls: 1.9647, d3.loss_bbox: 0.7591, d3.loss_iou: 1.1336, d4.loss_cls: 1.9524, d4.loss_bbox: 0.7533, d4.loss_iou: 1.1269, loss: 23.4259, grad_norm: 14.4817 -2022-10-26 21:36:21,632 - mmdet - INFO - Epoch [28][1100/1849] lr: 2.000e-04, eta: 1:34:47, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9507, loss_bbox: 0.7571, loss_iou: 1.1273, d0.loss_cls: 2.0593, d0.loss_bbox: 0.8104, d0.loss_iou: 1.1921, d1.loss_cls: 2.0240, d1.loss_bbox: 0.7910, d1.loss_iou: 1.1684, d2.loss_cls: 1.9922, d2.loss_bbox: 0.7756, d2.loss_iou: 1.1472, d3.loss_cls: 1.9736, d3.loss_bbox: 0.7657, d3.loss_iou: 1.1365, d4.loss_cls: 1.9610, d4.loss_bbox: 0.7591, d4.loss_iou: 1.1303, loss: 23.5215, grad_norm: 14.0357 -2022-10-26 21:36:28,777 - mmdet - INFO - Epoch [28][1150/1849] lr: 2.000e-04, eta: 1:34:41, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9534, loss_bbox: 0.7578, loss_iou: 1.1277, d0.loss_cls: 2.0596, d0.loss_bbox: 0.8078, d0.loss_iou: 1.1922, d1.loss_cls: 2.0210, d1.loss_bbox: 0.7904, d1.loss_iou: 1.1696, d2.loss_cls: 1.9916, d2.loss_bbox: 0.7754, d2.loss_iou: 1.1477, d3.loss_cls: 1.9745, d3.loss_bbox: 0.7656, d3.loss_iou: 1.1363, d4.loss_cls: 1.9625, d4.loss_bbox: 0.7600, d4.loss_iou: 1.1306, loss: 23.5237, grad_norm: 16.1030 -2022-10-26 21:36:35,789 - mmdet - INFO - Epoch [28][1200/1849] lr: 2.000e-04, eta: 1:34:34, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9523, loss_bbox: 0.7591, loss_iou: 1.1325, d0.loss_cls: 2.0587, d0.loss_bbox: 0.8115, d0.loss_iou: 1.1960, d1.loss_cls: 2.0232, d1.loss_bbox: 0.7928, d1.loss_iou: 1.1720, d2.loss_cls: 1.9908, d2.loss_bbox: 0.7766, d2.loss_iou: 1.1511, d3.loss_cls: 1.9736, d3.loss_bbox: 0.7667, d3.loss_iou: 1.1416, d4.loss_cls: 1.9604, d4.loss_bbox: 0.7613, d4.loss_iou: 1.1348, loss: 23.5549, grad_norm: 14.7167 -2022-10-26 21:36:42,721 - mmdet - INFO - Epoch [28][1250/1849] lr: 2.000e-04, eta: 1:34:27, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9544, loss_bbox: 0.7567, loss_iou: 1.1312, d0.loss_cls: 2.0615, d0.loss_bbox: 0.8085, d0.loss_iou: 1.1925, d1.loss_cls: 2.0252, d1.loss_bbox: 0.7888, d1.loss_iou: 1.1703, d2.loss_cls: 1.9943, d2.loss_bbox: 0.7735, d2.loss_iou: 1.1504, d3.loss_cls: 1.9734, d3.loss_bbox: 0.7647, d3.loss_iou: 1.1400, d4.loss_cls: 1.9614, d4.loss_bbox: 0.7588, d4.loss_iou: 1.1336, loss: 23.5392, grad_norm: 15.1546 -2022-10-26 21:36:49,681 - mmdet - INFO - Epoch [28][1300/1849] lr: 2.000e-04, eta: 1:34:20, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9368, loss_bbox: 0.7529, loss_iou: 1.1262, d0.loss_cls: 2.0441, d0.loss_bbox: 0.8060, d0.loss_iou: 1.1899, d1.loss_cls: 2.0089, d1.loss_bbox: 0.7879, d1.loss_iou: 1.1662, d2.loss_cls: 1.9772, d2.loss_bbox: 0.7711, d2.loss_iou: 1.1454, d3.loss_cls: 1.9568, d3.loss_bbox: 0.7611, d3.loss_iou: 1.1340, d4.loss_cls: 1.9443, d4.loss_bbox: 0.7550, d4.loss_iou: 1.1279, loss: 23.3917, grad_norm: 15.6097 -2022-10-26 21:36:56,496 - mmdet - INFO - Epoch [28][1350/1849] lr: 2.000e-04, eta: 1:34:13, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9508, loss_bbox: 0.7539, loss_iou: 1.1275, d0.loss_cls: 2.0563, d0.loss_bbox: 0.8064, d0.loss_iou: 1.1918, d1.loss_cls: 2.0247, d1.loss_bbox: 0.7873, d1.loss_iou: 1.1691, d2.loss_cls: 1.9889, d2.loss_bbox: 0.7727, d2.loss_iou: 1.1474, d3.loss_cls: 1.9728, d3.loss_bbox: 0.7629, d3.loss_iou: 1.1364, d4.loss_cls: 1.9589, d4.loss_bbox: 0.7558, d4.loss_iou: 1.1303, loss: 23.4939, grad_norm: 15.6159 -2022-10-26 21:37:03,495 - mmdet - INFO - Epoch [28][1400/1849] lr: 2.000e-04, eta: 1:34:07, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9517, loss_bbox: 0.7551, loss_iou: 1.1303, d0.loss_cls: 2.0619, d0.loss_bbox: 0.8083, d0.loss_iou: 1.1949, d1.loss_cls: 2.0245, d1.loss_bbox: 0.7899, d1.loss_iou: 1.1716, d2.loss_cls: 1.9927, d2.loss_bbox: 0.7738, d2.loss_iou: 1.1501, d3.loss_cls: 1.9739, d3.loss_bbox: 0.7636, d3.loss_iou: 1.1393, d4.loss_cls: 1.9604, d4.loss_bbox: 0.7570, d4.loss_iou: 1.1330, loss: 23.5320, grad_norm: 15.0824 -2022-10-26 21:37:10,525 - mmdet - INFO - Epoch [28][1450/1849] lr: 2.000e-04, eta: 1:34:00, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9440, loss_bbox: 0.7573, loss_iou: 1.1349, d0.loss_cls: 2.0472, d0.loss_bbox: 0.8077, d0.loss_iou: 1.1968, d1.loss_cls: 2.0126, d1.loss_bbox: 0.7902, d1.loss_iou: 1.1754, d2.loss_cls: 1.9833, d2.loss_bbox: 0.7744, d2.loss_iou: 1.1545, d3.loss_cls: 1.9632, d3.loss_bbox: 0.7648, d3.loss_iou: 1.1441, d4.loss_cls: 1.9501, d4.loss_bbox: 0.7591, d4.loss_iou: 1.1372, loss: 23.4969, grad_norm: 14.2325 -2022-10-26 21:37:17,464 - mmdet - INFO - Epoch [28][1500/1849] lr: 2.000e-04, eta: 1:33:53, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9253, loss_bbox: 0.7514, loss_iou: 1.1276, d0.loss_cls: 2.0301, d0.loss_bbox: 0.8036, d0.loss_iou: 1.1916, d1.loss_cls: 1.9979, d1.loss_bbox: 0.7845, d1.loss_iou: 1.1681, d2.loss_cls: 1.9653, d2.loss_bbox: 0.7685, d2.loss_iou: 1.1471, d3.loss_cls: 1.9461, d3.loss_bbox: 0.7594, d3.loss_iou: 1.1365, d4.loss_cls: 1.9335, d4.loss_bbox: 0.7536, d4.loss_iou: 1.1298, loss: 23.3198, grad_norm: 15.3266 -2022-10-26 21:37:24,296 - mmdet - INFO - Epoch [28][1550/1849] lr: 2.000e-04, eta: 1:33:46, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9467, loss_bbox: 0.7550, loss_iou: 1.1311, d0.loss_cls: 2.0509, d0.loss_bbox: 0.8089, d0.loss_iou: 1.1975, d1.loss_cls: 2.0178, d1.loss_bbox: 0.7889, d1.loss_iou: 1.1731, d2.loss_cls: 1.9848, d2.loss_bbox: 0.7738, d2.loss_iou: 1.1509, d3.loss_cls: 1.9658, d3.loss_bbox: 0.7636, d3.loss_iou: 1.1403, d4.loss_cls: 1.9524, d4.loss_bbox: 0.7573, d4.loss_iou: 1.1337, loss: 23.4925, grad_norm: 14.6985 -2022-10-26 21:37:31,073 - mmdet - INFO - Epoch [28][1600/1849] lr: 2.000e-04, eta: 1:33:39, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.9485, loss_bbox: 0.7534, loss_iou: 1.1236, d0.loss_cls: 2.0530, d0.loss_bbox: 0.8068, d0.loss_iou: 1.1881, d1.loss_cls: 2.0247, d1.loss_bbox: 0.7884, d1.loss_iou: 1.1645, d2.loss_cls: 1.9914, d2.loss_bbox: 0.7724, d2.loss_iou: 1.1430, d3.loss_cls: 1.9706, d3.loss_bbox: 0.7615, d3.loss_iou: 1.1329, d4.loss_cls: 1.9572, d4.loss_bbox: 0.7557, d4.loss_iou: 1.1261, loss: 23.4619, grad_norm: 14.3374 -2022-10-26 21:37:37,954 - mmdet - INFO - Epoch [28][1650/1849] lr: 2.000e-04, eta: 1:33:32, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9429, loss_bbox: 0.7507, loss_iou: 1.1223, d0.loss_cls: 2.0484, d0.loss_bbox: 0.8047, d0.loss_iou: 1.1859, d1.loss_cls: 2.0161, d1.loss_bbox: 0.7840, d1.loss_iou: 1.1624, d2.loss_cls: 1.9851, d2.loss_bbox: 0.7688, d2.loss_iou: 1.1411, d3.loss_cls: 1.9642, d3.loss_bbox: 0.7580, d3.loss_iou: 1.1312, d4.loss_cls: 1.9526, d4.loss_bbox: 0.7525, d4.loss_iou: 1.1248, loss: 23.3958, grad_norm: 15.7876 -2022-10-26 21:37:44,828 - mmdet - INFO - Epoch [28][1700/1849] lr: 2.000e-04, eta: 1:33:25, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9582, loss_bbox: 0.7564, loss_iou: 1.1309, d0.loss_cls: 2.0614, d0.loss_bbox: 0.8093, d0.loss_iou: 1.1941, d1.loss_cls: 2.0284, d1.loss_bbox: 0.7895, d1.loss_iou: 1.1709, d2.loss_cls: 1.9993, d2.loss_bbox: 0.7733, d2.loss_iou: 1.1505, d3.loss_cls: 1.9795, d3.loss_bbox: 0.7642, d3.loss_iou: 1.1398, d4.loss_cls: 1.9676, d4.loss_bbox: 0.7584, d4.loss_iou: 1.1329, loss: 23.5646, grad_norm: 15.4079 -2022-10-26 21:37:51,612 - mmdet - INFO - Epoch [28][1750/1849] lr: 2.000e-04, eta: 1:33:19, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9543, loss_bbox: 0.7596, loss_iou: 1.1288, d0.loss_cls: 2.0586, d0.loss_bbox: 0.8131, d0.loss_iou: 1.1913, d1.loss_cls: 2.0226, d1.loss_bbox: 0.7940, d1.loss_iou: 1.1687, d2.loss_cls: 1.9939, d2.loss_bbox: 0.7782, d2.loss_iou: 1.1480, d3.loss_cls: 1.9750, d3.loss_bbox: 0.7679, d3.loss_iou: 1.1375, d4.loss_cls: 1.9627, d4.loss_bbox: 0.7619, d4.loss_iou: 1.1312, loss: 23.5474, grad_norm: 17.1987 -2022-10-26 21:37:58,658 - mmdet - INFO - Epoch [28][1800/1849] lr: 2.000e-04, eta: 1:33:12, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9328, loss_bbox: 0.7579, loss_iou: 1.1257, d0.loss_cls: 2.0342, d0.loss_bbox: 0.8106, d0.loss_iou: 1.1896, d1.loss_cls: 2.0031, d1.loss_bbox: 0.7914, d1.loss_iou: 1.1666, d2.loss_cls: 1.9730, d2.loss_bbox: 0.7760, d2.loss_iou: 1.1456, d3.loss_cls: 1.9552, d3.loss_bbox: 0.7662, d3.loss_iou: 1.1350, d4.loss_cls: 1.9403, d4.loss_bbox: 0.7603, d4.loss_iou: 1.1283, loss: 23.3915, grad_norm: 15.0596 -2022-10-26 21:38:05,609 - mmdet - INFO - Saving checkpoint at 28 epochs -2022-10-26 21:38:16,614 - mmdet - INFO - Epoch [29][50/1849] lr: 2.000e-04, eta: 1:32:56, time: 0.208, data_time: 0.063, memory: 4401, loss_cls: 1.9228, loss_bbox: 0.7524, loss_iou: 1.1273, d0.loss_cls: 2.0322, d0.loss_bbox: 0.8046, d0.loss_iou: 1.1894, d1.loss_cls: 1.9928, d1.loss_bbox: 0.7872, d1.loss_iou: 1.1674, d2.loss_cls: 1.9617, d2.loss_bbox: 0.7704, d2.loss_iou: 1.1460, d3.loss_cls: 1.9418, d3.loss_bbox: 0.7598, d3.loss_iou: 1.1364, d4.loss_cls: 1.9289, d4.loss_bbox: 0.7542, d4.loss_iou: 1.1304, loss: 23.3057, grad_norm: 13.7863 -2022-10-26 21:38:24,047 - mmdet - INFO - Epoch [29][100/1849] lr: 2.000e-04, eta: 1:32:49, time: 0.149, data_time: 0.005, memory: 4401, loss_cls: 1.9363, loss_bbox: 0.7555, loss_iou: 1.1258, d0.loss_cls: 2.0410, d0.loss_bbox: 0.8082, d0.loss_iou: 1.1895, d1.loss_cls: 2.0072, d1.loss_bbox: 0.7890, d1.loss_iou: 1.1666, d2.loss_cls: 1.9749, d2.loss_bbox: 0.7725, d2.loss_iou: 1.1449, d3.loss_cls: 1.9576, d3.loss_bbox: 0.7631, d3.loss_iou: 1.1348, d4.loss_cls: 1.9427, d4.loss_bbox: 0.7575, d4.loss_iou: 1.1287, loss: 23.3956, grad_norm: 17.2269 -2022-10-26 21:38:31,288 - mmdet - INFO - Epoch [29][150/1849] lr: 2.000e-04, eta: 1:32:43, time: 0.145, data_time: 0.005, memory: 4401, loss_cls: 1.9408, loss_bbox: 0.7525, loss_iou: 1.1230, d0.loss_cls: 2.0489, d0.loss_bbox: 0.8074, d0.loss_iou: 1.1883, d1.loss_cls: 2.0132, d1.loss_bbox: 0.7867, d1.loss_iou: 1.1628, d2.loss_cls: 1.9790, d2.loss_bbox: 0.7701, d2.loss_iou: 1.1416, d3.loss_cls: 1.9586, d3.loss_bbox: 0.7602, d3.loss_iou: 1.1317, d4.loss_cls: 1.9473, d4.loss_bbox: 0.7546, d4.loss_iou: 1.1256, loss: 23.3922, grad_norm: 15.6744 -2022-10-26 21:38:38,386 - mmdet - INFO - Epoch [29][200/1849] lr: 2.000e-04, eta: 1:32:36, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9231, loss_bbox: 0.7530, loss_iou: 1.1207, d0.loss_cls: 2.0352, d0.loss_bbox: 0.8067, d0.loss_iou: 1.1865, d1.loss_cls: 1.9976, d1.loss_bbox: 0.7867, d1.loss_iou: 1.1622, d2.loss_cls: 1.9648, d2.loss_bbox: 0.7701, d2.loss_iou: 1.1404, d3.loss_cls: 1.9455, d3.loss_bbox: 0.7611, d3.loss_iou: 1.1293, d4.loss_cls: 1.9311, d4.loss_bbox: 0.7555, d4.loss_iou: 1.1232, loss: 23.2926, grad_norm: 14.3061 -2022-10-26 21:38:45,583 - mmdet - INFO - Epoch [29][250/1849] lr: 2.000e-04, eta: 1:32:29, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.9322, loss_bbox: 0.7524, loss_iou: 1.1278, d0.loss_cls: 2.0394, d0.loss_bbox: 0.8052, d0.loss_iou: 1.1913, d1.loss_cls: 2.0016, d1.loss_bbox: 0.7856, d1.loss_iou: 1.1693, d2.loss_cls: 1.9704, d2.loss_bbox: 0.7702, d2.loss_iou: 1.1475, d3.loss_cls: 1.9505, d3.loss_bbox: 0.7597, d3.loss_iou: 1.1366, d4.loss_cls: 1.9384, d4.loss_bbox: 0.7546, d4.loss_iou: 1.1300, loss: 23.3629, grad_norm: 15.2053 -2022-10-26 21:38:52,778 - mmdet - INFO - Epoch [29][300/1849] lr: 2.000e-04, eta: 1:32:23, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.9357, loss_bbox: 0.7494, loss_iou: 1.1252, d0.loss_cls: 2.0440, d0.loss_bbox: 0.8015, d0.loss_iou: 1.1897, d1.loss_cls: 2.0062, d1.loss_bbox: 0.7814, d1.loss_iou: 1.1664, d2.loss_cls: 1.9747, d2.loss_bbox: 0.7668, d2.loss_iou: 1.1445, d3.loss_cls: 1.9551, d3.loss_bbox: 0.7566, d3.loss_iou: 1.1342, d4.loss_cls: 1.9418, d4.loss_bbox: 0.7512, d4.loss_iou: 1.1280, loss: 23.3523, grad_norm: 14.6509 -2022-10-26 21:38:59,842 - mmdet - INFO - Epoch [29][350/1849] lr: 2.000e-04, eta: 1:32:16, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9170, loss_bbox: 0.7568, loss_iou: 1.1258, d0.loss_cls: 2.0224, d0.loss_bbox: 0.8080, d0.loss_iou: 1.1892, d1.loss_cls: 1.9927, d1.loss_bbox: 0.7897, d1.loss_iou: 1.1668, d2.loss_cls: 1.9579, d2.loss_bbox: 0.7754, d2.loss_iou: 1.1463, d3.loss_cls: 1.9382, d3.loss_bbox: 0.7654, d3.loss_iou: 1.1355, d4.loss_cls: 1.9249, d4.loss_bbox: 0.7590, d4.loss_iou: 1.1283, loss: 23.2992, grad_norm: 16.8953 -2022-10-26 21:39:06,994 - mmdet - INFO - Epoch [29][400/1849] lr: 2.000e-04, eta: 1:32:09, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9376, loss_bbox: 0.7534, loss_iou: 1.1291, d0.loss_cls: 2.0436, d0.loss_bbox: 0.8069, d0.loss_iou: 1.1931, d1.loss_cls: 2.0124, d1.loss_bbox: 0.7868, d1.loss_iou: 1.1700, d2.loss_cls: 1.9802, d2.loss_bbox: 0.7707, d2.loss_iou: 1.1487, d3.loss_cls: 1.9579, d3.loss_bbox: 0.7611, d3.loss_iou: 1.1374, d4.loss_cls: 1.9458, d4.loss_bbox: 0.7557, d4.loss_iou: 1.1314, loss: 23.4219, grad_norm: 16.4052 -2022-10-26 21:39:14,052 - mmdet - INFO - Epoch [29][450/1849] lr: 2.000e-04, eta: 1:32:03, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9370, loss_bbox: 0.7519, loss_iou: 1.1191, d0.loss_cls: 2.0464, d0.loss_bbox: 0.8069, d0.loss_iou: 1.1844, d1.loss_cls: 2.0102, d1.loss_bbox: 0.7862, d1.loss_iou: 1.1605, d2.loss_cls: 1.9785, d2.loss_bbox: 0.7703, d2.loss_iou: 1.1385, d3.loss_cls: 1.9586, d3.loss_bbox: 0.7606, d3.loss_iou: 1.1280, d4.loss_cls: 1.9459, d4.loss_bbox: 0.7543, d4.loss_iou: 1.1216, loss: 23.3590, grad_norm: 16.8211 -2022-10-26 21:39:21,049 - mmdet - INFO - Epoch [29][500/1849] lr: 2.000e-04, eta: 1:31:56, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9341, loss_bbox: 0.7522, loss_iou: 1.1217, d0.loss_cls: 2.0422, d0.loss_bbox: 0.8058, d0.loss_iou: 1.1859, d1.loss_cls: 2.0085, d1.loss_bbox: 0.7871, d1.loss_iou: 1.1635, d2.loss_cls: 1.9751, d2.loss_bbox: 0.7706, d2.loss_iou: 1.1417, d3.loss_cls: 1.9565, d3.loss_bbox: 0.7603, d3.loss_iou: 1.1311, d4.loss_cls: 1.9427, d4.loss_bbox: 0.7543, d4.loss_iou: 1.1243, loss: 23.3577, grad_norm: 14.7664 -2022-10-26 21:39:28,073 - mmdet - INFO - Epoch [29][550/1849] lr: 2.000e-04, eta: 1:31:49, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9286, loss_bbox: 0.7516, loss_iou: 1.1231, d0.loss_cls: 2.0340, d0.loss_bbox: 0.8049, d0.loss_iou: 1.1888, d1.loss_cls: 1.9992, d1.loss_bbox: 0.7859, d1.loss_iou: 1.1649, d2.loss_cls: 1.9699, d2.loss_bbox: 0.7690, d2.loss_iou: 1.1434, d3.loss_cls: 1.9500, d3.loss_bbox: 0.7598, d3.loss_iou: 1.1324, d4.loss_cls: 1.9358, d4.loss_bbox: 0.7536, d4.loss_iou: 1.1256, loss: 23.3206, grad_norm: 14.4206 -2022-10-26 21:39:35,188 - mmdet - INFO - Epoch [29][600/1849] lr: 2.000e-04, eta: 1:31:43, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9389, loss_bbox: 0.7525, loss_iou: 1.1267, d0.loss_cls: 2.0427, d0.loss_bbox: 0.8038, d0.loss_iou: 1.1912, d1.loss_cls: 2.0101, d1.loss_bbox: 0.7858, d1.loss_iou: 1.1686, d2.loss_cls: 1.9790, d2.loss_bbox: 0.7706, d2.loss_iou: 1.1467, d3.loss_cls: 1.9586, d3.loss_bbox: 0.7604, d3.loss_iou: 1.1364, d4.loss_cls: 1.9464, d4.loss_bbox: 0.7544, d4.loss_iou: 1.1298, loss: 23.4026, grad_norm: 15.4166 -2022-10-26 21:39:42,180 - mmdet - INFO - Epoch [29][650/1849] lr: 2.000e-04, eta: 1:31:36, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9382, loss_bbox: 0.7536, loss_iou: 1.1222, d0.loss_cls: 2.0481, d0.loss_bbox: 0.8073, d0.loss_iou: 1.1862, d1.loss_cls: 2.0123, d1.loss_bbox: 0.7880, d1.loss_iou: 1.1634, d2.loss_cls: 1.9780, d2.loss_bbox: 0.7713, d2.loss_iou: 1.1419, d3.loss_cls: 1.9600, d3.loss_bbox: 0.7614, d3.loss_iou: 1.1316, d4.loss_cls: 1.9460, d4.loss_bbox: 0.7559, d4.loss_iou: 1.1251, loss: 23.3905, grad_norm: 15.3277 -2022-10-26 21:39:49,080 - mmdet - INFO - Epoch [29][700/1849] lr: 2.000e-04, eta: 1:31:29, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9325, loss_bbox: 0.7499, loss_iou: 1.1213, d0.loss_cls: 2.0360, d0.loss_bbox: 0.8019, d0.loss_iou: 1.1848, d1.loss_cls: 2.0013, d1.loss_bbox: 0.7842, d1.loss_iou: 1.1616, d2.loss_cls: 1.9703, d2.loss_bbox: 0.7685, d2.loss_iou: 1.1413, d3.loss_cls: 1.9529, d3.loss_bbox: 0.7581, d3.loss_iou: 1.1300, d4.loss_cls: 1.9375, d4.loss_bbox: 0.7523, d4.loss_iou: 1.1237, loss: 23.3082, grad_norm: 15.6233 -2022-10-26 21:39:56,169 - mmdet - INFO - Epoch [29][750/1849] lr: 2.000e-04, eta: 1:31:22, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9415, loss_bbox: 0.7540, loss_iou: 1.1248, d0.loss_cls: 2.0465, d0.loss_bbox: 0.8060, d0.loss_iou: 1.1891, d1.loss_cls: 2.0132, d1.loss_bbox: 0.7879, d1.loss_iou: 1.1645, d2.loss_cls: 1.9808, d2.loss_bbox: 0.7722, d2.loss_iou: 1.1436, d3.loss_cls: 1.9618, d3.loss_bbox: 0.7621, d3.loss_iou: 1.1342, d4.loss_cls: 1.9481, d4.loss_bbox: 0.7557, d4.loss_iou: 1.1282, loss: 23.4143, grad_norm: 16.3947 -2022-10-26 21:40:03,051 - mmdet - INFO - Epoch [29][800/1849] lr: 2.000e-04, eta: 1:31:15, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9344, loss_bbox: 0.7475, loss_iou: 1.1264, d0.loss_cls: 2.0407, d0.loss_bbox: 0.8010, d0.loss_iou: 1.1899, d1.loss_cls: 2.0100, d1.loss_bbox: 0.7827, d1.loss_iou: 1.1681, d2.loss_cls: 1.9765, d2.loss_bbox: 0.7663, d2.loss_iou: 1.1469, d3.loss_cls: 1.9568, d3.loss_bbox: 0.7556, d3.loss_iou: 1.1358, d4.loss_cls: 1.9420, d4.loss_bbox: 0.7493, d4.loss_iou: 1.1292, loss: 23.3592, grad_norm: 15.7189 -2022-10-26 21:40:10,031 - mmdet - INFO - Epoch [29][850/1849] lr: 2.000e-04, eta: 1:31:09, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9390, loss_bbox: 0.7514, loss_iou: 1.1189, d0.loss_cls: 2.0473, d0.loss_bbox: 0.8035, d0.loss_iou: 1.1814, d1.loss_cls: 2.0109, d1.loss_bbox: 0.7838, d1.loss_iou: 1.1586, d2.loss_cls: 1.9798, d2.loss_bbox: 0.7681, d2.loss_iou: 1.1368, d3.loss_cls: 1.9596, d3.loss_bbox: 0.7582, d3.loss_iou: 1.1269, d4.loss_cls: 1.9470, d4.loss_bbox: 0.7534, d4.loss_iou: 1.1204, loss: 23.3448, grad_norm: 14.9535 -2022-10-26 21:40:16,857 - mmdet - INFO - Epoch [29][900/1849] lr: 2.000e-04, eta: 1:31:02, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9435, loss_bbox: 0.7509, loss_iou: 1.1246, d0.loss_cls: 2.0485, d0.loss_bbox: 0.8040, d0.loss_iou: 1.1889, d1.loss_cls: 2.0158, d1.loss_bbox: 0.7841, d1.loss_iou: 1.1651, d2.loss_cls: 1.9846, d2.loss_bbox: 0.7685, d2.loss_iou: 1.1431, d3.loss_cls: 1.9641, d3.loss_bbox: 0.7589, d3.loss_iou: 1.1335, d4.loss_cls: 1.9511, d4.loss_bbox: 0.7531, d4.loss_iou: 1.1273, loss: 23.4098, grad_norm: 15.3835 -2022-10-26 21:40:23,786 - mmdet - INFO - Epoch [29][950/1849] lr: 2.000e-04, eta: 1:30:55, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9362, loss_bbox: 0.7522, loss_iou: 1.1267, d0.loss_cls: 2.0433, d0.loss_bbox: 0.8048, d0.loss_iou: 1.1899, d1.loss_cls: 2.0115, d1.loss_bbox: 0.7858, d1.loss_iou: 1.1677, d2.loss_cls: 1.9775, d2.loss_bbox: 0.7709, d2.loss_iou: 1.1461, d3.loss_cls: 1.9571, d3.loss_bbox: 0.7607, d3.loss_iou: 1.1357, d4.loss_cls: 1.9442, d4.loss_bbox: 0.7547, d4.loss_iou: 1.1298, loss: 23.3948, grad_norm: 14.1413 -2022-10-26 21:40:30,865 - mmdet - INFO - Epoch [29][1000/1849] lr: 2.000e-04, eta: 1:30:48, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9297, loss_bbox: 0.7549, loss_iou: 1.1273, d0.loss_cls: 2.0333, d0.loss_bbox: 0.8074, d0.loss_iou: 1.1916, d1.loss_cls: 1.9978, d1.loss_bbox: 0.7882, d1.loss_iou: 1.1671, d2.loss_cls: 1.9697, d2.loss_bbox: 0.7728, d2.loss_iou: 1.1457, d3.loss_cls: 1.9490, d3.loss_bbox: 0.7626, d3.loss_iou: 1.1353, d4.loss_cls: 1.9383, d4.loss_bbox: 0.7570, d4.loss_iou: 1.1294, loss: 23.3572, grad_norm: 15.8077 -2022-10-26 21:40:38,035 - mmdet - INFO - Epoch [29][1050/1849] lr: 2.000e-04, eta: 1:30:42, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9362, loss_bbox: 0.7507, loss_iou: 1.1266, d0.loss_cls: 2.0389, d0.loss_bbox: 0.8036, d0.loss_iou: 1.1911, d1.loss_cls: 2.0092, d1.loss_bbox: 0.7843, d1.loss_iou: 1.1682, d2.loss_cls: 1.9760, d2.loss_bbox: 0.7688, d2.loss_iou: 1.1467, d3.loss_cls: 1.9566, d3.loss_bbox: 0.7586, d3.loss_iou: 1.1360, d4.loss_cls: 1.9437, d4.loss_bbox: 0.7531, d4.loss_iou: 1.1292, loss: 23.3772, grad_norm: 13.5228 -2022-10-26 21:40:45,200 - mmdet - INFO - Epoch [29][1100/1849] lr: 2.000e-04, eta: 1:30:35, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 1.9420, loss_bbox: 0.7529, loss_iou: 1.1324, d0.loss_cls: 2.0487, d0.loss_bbox: 0.8057, d0.loss_iou: 1.1951, d1.loss_cls: 2.0144, d1.loss_bbox: 0.7854, d1.loss_iou: 1.1732, d2.loss_cls: 1.9821, d2.loss_bbox: 0.7708, d2.loss_iou: 1.1522, d3.loss_cls: 1.9647, d3.loss_bbox: 0.7611, d3.loss_iou: 1.1411, d4.loss_cls: 1.9504, d4.loss_bbox: 0.7550, d4.loss_iou: 1.1345, loss: 23.4617, grad_norm: 14.9731 -2022-10-26 21:40:52,091 - mmdet - INFO - Epoch [29][1150/1849] lr: 2.000e-04, eta: 1:30:28, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9432, loss_bbox: 0.7514, loss_iou: 1.1202, d0.loss_cls: 2.0431, d0.loss_bbox: 0.8064, d0.loss_iou: 1.1880, d1.loss_cls: 2.0153, d1.loss_bbox: 0.7863, d1.loss_iou: 1.1617, d2.loss_cls: 1.9840, d2.loss_bbox: 0.7696, d2.loss_iou: 1.1411, d3.loss_cls: 1.9639, d3.loss_bbox: 0.7594, d3.loss_iou: 1.1299, d4.loss_cls: 1.9501, d4.loss_bbox: 0.7531, d4.loss_iou: 1.1229, loss: 23.3896, grad_norm: 13.7577 -2022-10-26 21:40:59,122 - mmdet - INFO - Epoch [29][1200/1849] lr: 2.000e-04, eta: 1:30:21, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9461, loss_bbox: 0.7538, loss_iou: 1.1251, d0.loss_cls: 2.0510, d0.loss_bbox: 0.8076, d0.loss_iou: 1.1905, d1.loss_cls: 2.0172, d1.loss_bbox: 0.7881, d1.loss_iou: 1.1666, d2.loss_cls: 1.9871, d2.loss_bbox: 0.7716, d2.loss_iou: 1.1438, d3.loss_cls: 1.9691, d3.loss_bbox: 0.7616, d3.loss_iou: 1.1343, d4.loss_cls: 1.9542, d4.loss_bbox: 0.7560, d4.loss_iou: 1.1277, loss: 23.4512, grad_norm: 16.2532 -2022-10-26 21:41:06,093 - mmdet - INFO - Epoch [29][1250/1849] lr: 2.000e-04, eta: 1:30:15, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9435, loss_bbox: 0.7537, loss_iou: 1.1267, d0.loss_cls: 2.0504, d0.loss_bbox: 0.8056, d0.loss_iou: 1.1919, d1.loss_cls: 2.0155, d1.loss_bbox: 0.7876, d1.loss_iou: 1.1668, d2.loss_cls: 1.9849, d2.loss_bbox: 0.7706, d2.loss_iou: 1.1451, d3.loss_cls: 1.9652, d3.loss_bbox: 0.7613, d3.loss_iou: 1.1355, d4.loss_cls: 1.9523, d4.loss_bbox: 0.7559, d4.loss_iou: 1.1285, loss: 23.4409, grad_norm: 15.5597 -2022-10-26 21:41:12,965 - mmdet - INFO - Epoch [29][1300/1849] lr: 2.000e-04, eta: 1:30:08, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9442, loss_bbox: 0.7576, loss_iou: 1.1290, d0.loss_cls: 2.0505, d0.loss_bbox: 0.8103, d0.loss_iou: 1.1930, d1.loss_cls: 2.0154, d1.loss_bbox: 0.7903, d1.loss_iou: 1.1703, d2.loss_cls: 1.9847, d2.loss_bbox: 0.7752, d2.loss_iou: 1.1478, d3.loss_cls: 1.9669, d3.loss_bbox: 0.7652, d3.loss_iou: 1.1379, d4.loss_cls: 1.9509, d4.loss_bbox: 0.7591, d4.loss_iou: 1.1319, loss: 23.4801, grad_norm: 15.9691 -2022-10-26 21:41:20,044 - mmdet - INFO - Epoch [29][1350/1849] lr: 2.000e-04, eta: 1:30:01, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9363, loss_bbox: 0.7536, loss_iou: 1.1259, d0.loss_cls: 2.0405, d0.loss_bbox: 0.8058, d0.loss_iou: 1.1895, d1.loss_cls: 2.0076, d1.loss_bbox: 0.7866, d1.loss_iou: 1.1658, d2.loss_cls: 1.9767, d2.loss_bbox: 0.7713, d2.loss_iou: 1.1454, d3.loss_cls: 1.9597, d3.loss_bbox: 0.7618, d3.loss_iou: 1.1350, d4.loss_cls: 1.9444, d4.loss_bbox: 0.7560, d4.loss_iou: 1.1284, loss: 23.3906, grad_norm: 16.4524 -2022-10-26 21:41:26,941 - mmdet - INFO - Epoch [29][1400/1849] lr: 2.000e-04, eta: 1:29:54, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9391, loss_bbox: 0.7533, loss_iou: 1.1257, d0.loss_cls: 2.0422, d0.loss_bbox: 0.8047, d0.loss_iou: 1.1893, d1.loss_cls: 2.0122, d1.loss_bbox: 0.7860, d1.loss_iou: 1.1673, d2.loss_cls: 1.9818, d2.loss_bbox: 0.7716, d2.loss_iou: 1.1456, d3.loss_cls: 1.9593, d3.loss_bbox: 0.7614, d3.loss_iou: 1.1356, d4.loss_cls: 1.9465, d4.loss_bbox: 0.7552, d4.loss_iou: 1.1286, loss: 23.4053, grad_norm: 15.5013 -2022-10-26 21:41:33,787 - mmdet - INFO - Epoch [29][1450/1849] lr: 2.000e-04, eta: 1:29:47, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9437, loss_bbox: 0.7542, loss_iou: 1.1266, d0.loss_cls: 2.0467, d0.loss_bbox: 0.8073, d0.loss_iou: 1.1916, d1.loss_cls: 2.0166, d1.loss_bbox: 0.7870, d1.loss_iou: 1.1676, d2.loss_cls: 1.9845, d2.loss_bbox: 0.7725, d2.loss_iou: 1.1454, d3.loss_cls: 1.9644, d3.loss_bbox: 0.7620, d3.loss_iou: 1.1355, d4.loss_cls: 1.9514, d4.loss_bbox: 0.7561, d4.loss_iou: 1.1294, loss: 23.4428, grad_norm: 16.9813 -2022-10-26 21:41:40,707 - mmdet - INFO - Epoch [29][1500/1849] lr: 2.000e-04, eta: 1:29:40, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9314, loss_bbox: 0.7486, loss_iou: 1.1179, d0.loss_cls: 2.0404, d0.loss_bbox: 0.8010, d0.loss_iou: 1.1826, d1.loss_cls: 2.0065, d1.loss_bbox: 0.7825, d1.loss_iou: 1.1579, d2.loss_cls: 1.9725, d2.loss_bbox: 0.7660, d2.loss_iou: 1.1369, d3.loss_cls: 1.9532, d3.loss_bbox: 0.7563, d3.loss_iou: 1.1257, d4.loss_cls: 1.9398, d4.loss_bbox: 0.7506, d4.loss_iou: 1.1200, loss: 23.2899, grad_norm: 16.4267 -2022-10-26 21:41:47,649 - mmdet - INFO - Epoch [29][1550/1849] lr: 2.000e-04, eta: 1:29:34, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9486, loss_bbox: 0.7520, loss_iou: 1.1242, d0.loss_cls: 2.0580, d0.loss_bbox: 0.8046, d0.loss_iou: 1.1899, d1.loss_cls: 2.0240, d1.loss_bbox: 0.7845, d1.loss_iou: 1.1661, d2.loss_cls: 1.9924, d2.loss_bbox: 0.7692, d2.loss_iou: 1.1432, d3.loss_cls: 1.9723, d3.loss_bbox: 0.7595, d3.loss_iou: 1.1336, d4.loss_cls: 1.9557, d4.loss_bbox: 0.7543, d4.loss_iou: 1.1271, loss: 23.4594, grad_norm: 14.2864 -2022-10-26 21:41:54,558 - mmdet - INFO - Epoch [29][1600/1849] lr: 2.000e-04, eta: 1:29:27, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9348, loss_bbox: 0.7538, loss_iou: 1.1284, d0.loss_cls: 2.0379, d0.loss_bbox: 0.8067, d0.loss_iou: 1.1927, d1.loss_cls: 2.0044, d1.loss_bbox: 0.7873, d1.loss_iou: 1.1684, d2.loss_cls: 1.9745, d2.loss_bbox: 0.7714, d2.loss_iou: 1.1476, d3.loss_cls: 1.9558, d3.loss_bbox: 0.7613, d3.loss_iou: 1.1370, d4.loss_cls: 1.9441, d4.loss_bbox: 0.7559, d4.loss_iou: 1.1308, loss: 23.3928, grad_norm: 15.8136 -2022-10-26 21:42:01,489 - mmdet - INFO - Epoch [29][1650/1849] lr: 2.000e-04, eta: 1:29:20, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9366, loss_bbox: 0.7526, loss_iou: 1.1207, d0.loss_cls: 2.0416, d0.loss_bbox: 0.8062, d0.loss_iou: 1.1862, d1.loss_cls: 2.0113, d1.loss_bbox: 0.7878, d1.loss_iou: 1.1627, d2.loss_cls: 1.9792, d2.loss_bbox: 0.7706, d2.loss_iou: 1.1400, d3.loss_cls: 1.9591, d3.loss_bbox: 0.7609, d3.loss_iou: 1.1295, d4.loss_cls: 1.9437, d4.loss_bbox: 0.7550, d4.loss_iou: 1.1228, loss: 23.3665, grad_norm: 15.2056 -2022-10-26 21:42:08,337 - mmdet - INFO - Epoch [29][1700/1849] lr: 2.000e-04, eta: 1:29:13, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9323, loss_bbox: 0.7529, loss_iou: 1.1270, d0.loss_cls: 2.0367, d0.loss_bbox: 0.8069, d0.loss_iou: 1.1922, d1.loss_cls: 2.0049, d1.loss_bbox: 0.7878, d1.loss_iou: 1.1687, d2.loss_cls: 1.9736, d2.loss_bbox: 0.7711, d2.loss_iou: 1.1467, d3.loss_cls: 1.9539, d3.loss_bbox: 0.7614, d3.loss_iou: 1.1365, d4.loss_cls: 1.9395, d4.loss_bbox: 0.7550, d4.loss_iou: 1.1297, loss: 23.3767, grad_norm: 14.3866 -2022-10-26 21:42:15,364 - mmdet - INFO - Epoch [29][1750/1849] lr: 2.000e-04, eta: 1:29:06, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9506, loss_bbox: 0.7548, loss_iou: 1.1278, d0.loss_cls: 2.0591, d0.loss_bbox: 0.8068, d0.loss_iou: 1.1917, d1.loss_cls: 2.0237, d1.loss_bbox: 0.7886, d1.loss_iou: 1.1700, d2.loss_cls: 1.9934, d2.loss_bbox: 0.7721, d2.loss_iou: 1.1472, d3.loss_cls: 1.9731, d3.loss_bbox: 0.7622, d3.loss_iou: 1.1371, d4.loss_cls: 1.9589, d4.loss_bbox: 0.7562, d4.loss_iou: 1.1302, loss: 23.5034, grad_norm: 13.9807 -2022-10-26 21:42:22,465 - mmdet - INFO - Epoch [29][1800/1849] lr: 2.000e-04, eta: 1:29:00, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9457, loss_bbox: 0.7524, loss_iou: 1.1270, d0.loss_cls: 2.0515, d0.loss_bbox: 0.8045, d0.loss_iou: 1.1892, d1.loss_cls: 2.0180, d1.loss_bbox: 0.7866, d1.loss_iou: 1.1677, d2.loss_cls: 1.9865, d2.loss_bbox: 0.7715, d2.loss_iou: 1.1466, d3.loss_cls: 1.9656, d3.loss_bbox: 0.7605, d3.loss_iou: 1.1360, d4.loss_cls: 1.9546, d4.loss_bbox: 0.7552, d4.loss_iou: 1.1286, loss: 23.4477, grad_norm: 14.5739 -2022-10-26 21:42:29,592 - mmdet - INFO - Saving checkpoint at 29 epochs -2022-10-26 21:42:40,282 - mmdet - INFO - Epoch [30][50/1849] lr: 2.000e-04, eta: 1:28:43, time: 0.202, data_time: 0.064, memory: 4401, loss_cls: 1.9344, loss_bbox: 0.7527, loss_iou: 1.1257, d0.loss_cls: 2.0436, d0.loss_bbox: 0.8062, d0.loss_iou: 1.1893, d1.loss_cls: 2.0068, d1.loss_bbox: 0.7877, d1.loss_iou: 1.1666, d2.loss_cls: 1.9744, d2.loss_bbox: 0.7714, d2.loss_iou: 1.1459, d3.loss_cls: 1.9562, d3.loss_bbox: 0.7613, d3.loss_iou: 1.1357, d4.loss_cls: 1.9416, d4.loss_bbox: 0.7550, d4.loss_iou: 1.1286, loss: 23.3829, grad_norm: 14.9835 -2022-10-26 21:42:47,487 - mmdet - INFO - Epoch [30][100/1849] lr: 2.000e-04, eta: 1:28:37, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.9251, loss_bbox: 0.7536, loss_iou: 1.1264, d0.loss_cls: 2.0326, d0.loss_bbox: 0.8066, d0.loss_iou: 1.1900, d1.loss_cls: 2.0019, d1.loss_bbox: 0.7873, d1.loss_iou: 1.1663, d2.loss_cls: 1.9694, d2.loss_bbox: 0.7713, d2.loss_iou: 1.1463, d3.loss_cls: 1.9486, d3.loss_bbox: 0.7613, d3.loss_iou: 1.1348, d4.loss_cls: 1.9328, d4.loss_bbox: 0.7559, d4.loss_iou: 1.1280, loss: 23.3382, grad_norm: 15.0223 -2022-10-26 21:42:54,662 - mmdet - INFO - Epoch [30][150/1849] lr: 2.000e-04, eta: 1:28:30, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.9334, loss_bbox: 0.7509, loss_iou: 1.1277, d0.loss_cls: 2.0372, d0.loss_bbox: 0.8043, d0.loss_iou: 1.1930, d1.loss_cls: 2.0053, d1.loss_bbox: 0.7845, d1.loss_iou: 1.1692, d2.loss_cls: 1.9739, d2.loss_bbox: 0.7686, d2.loss_iou: 1.1480, d3.loss_cls: 1.9552, d3.loss_bbox: 0.7590, d3.loss_iou: 1.1380, d4.loss_cls: 1.9415, d4.loss_bbox: 0.7527, d4.loss_iou: 1.1310, loss: 23.3734, grad_norm: 16.1739 -2022-10-26 21:43:01,779 - mmdet - INFO - Epoch [30][200/1849] lr: 2.000e-04, eta: 1:28:24, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9384, loss_bbox: 0.7563, loss_iou: 1.1281, d0.loss_cls: 2.0477, d0.loss_bbox: 0.8092, d0.loss_iou: 1.1909, d1.loss_cls: 2.0150, d1.loss_bbox: 0.7892, d1.loss_iou: 1.1673, d2.loss_cls: 1.9804, d2.loss_bbox: 0.7739, d2.loss_iou: 1.1467, d3.loss_cls: 1.9617, d3.loss_bbox: 0.7638, d3.loss_iou: 1.1363, d4.loss_cls: 1.9452, d4.loss_bbox: 0.7580, d4.loss_iou: 1.1303, loss: 23.4384, grad_norm: 15.2771 -2022-10-26 21:43:09,009 - mmdet - INFO - Epoch [30][250/1849] lr: 2.000e-04, eta: 1:28:17, time: 0.145, data_time: 0.005, memory: 4401, loss_cls: 1.9302, loss_bbox: 0.7492, loss_iou: 1.1247, d0.loss_cls: 2.0407, d0.loss_bbox: 0.8034, d0.loss_iou: 1.1907, d1.loss_cls: 2.0052, d1.loss_bbox: 0.7835, d1.loss_iou: 1.1662, d2.loss_cls: 1.9707, d2.loss_bbox: 0.7677, d2.loss_iou: 1.1445, d3.loss_cls: 1.9531, d3.loss_bbox: 0.7579, d3.loss_iou: 1.1339, d4.loss_cls: 1.9387, d4.loss_bbox: 0.7515, d4.loss_iou: 1.1275, loss: 23.3393, grad_norm: 14.9235 -2022-10-26 21:43:16,119 - mmdet - INFO - Epoch [30][300/1849] lr: 2.000e-04, eta: 1:28:10, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9220, loss_bbox: 0.7513, loss_iou: 1.1314, d0.loss_cls: 2.0299, d0.loss_bbox: 0.8047, d0.loss_iou: 1.1961, d1.loss_cls: 1.9946, d1.loss_bbox: 0.7857, d1.loss_iou: 1.1738, d2.loss_cls: 1.9635, d2.loss_bbox: 0.7690, d2.loss_iou: 1.1510, d3.loss_cls: 1.9446, d3.loss_bbox: 0.7597, d3.loss_iou: 1.1405, d4.loss_cls: 1.9304, d4.loss_bbox: 0.7539, d4.loss_iou: 1.1339, loss: 23.3361, grad_norm: 17.0149 -2022-10-26 21:43:23,310 - mmdet - INFO - Epoch [30][350/1849] lr: 2.000e-04, eta: 1:28:04, time: 0.144, data_time: 0.004, memory: 4401, loss_cls: 1.9160, loss_bbox: 0.7517, loss_iou: 1.1240, d0.loss_cls: 2.0256, d0.loss_bbox: 0.8051, d0.loss_iou: 1.1889, d1.loss_cls: 1.9922, d1.loss_bbox: 0.7845, d1.loss_iou: 1.1643, d2.loss_cls: 1.9569, d2.loss_bbox: 0.7699, d2.loss_iou: 1.1420, d3.loss_cls: 1.9406, d3.loss_bbox: 0.7598, d3.loss_iou: 1.1326, d4.loss_cls: 1.9238, d4.loss_bbox: 0.7537, d4.loss_iou: 1.1266, loss: 23.2581, grad_norm: 18.1892 -2022-10-26 21:43:30,460 - mmdet - INFO - Epoch [30][400/1849] lr: 2.000e-04, eta: 1:27:57, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9361, loss_bbox: 0.7525, loss_iou: 1.1244, d0.loss_cls: 2.0449, d0.loss_bbox: 0.8060, d0.loss_iou: 1.1898, d1.loss_cls: 2.0135, d1.loss_bbox: 0.7863, d1.loss_iou: 1.1660, d2.loss_cls: 1.9782, d2.loss_bbox: 0.7697, d2.loss_iou: 1.1443, d3.loss_cls: 1.9591, d3.loss_bbox: 0.7591, d3.loss_iou: 1.1339, d4.loss_cls: 1.9453, d4.loss_bbox: 0.7542, d4.loss_iou: 1.1269, loss: 23.3903, grad_norm: 16.0081 -2022-10-26 21:43:37,710 - mmdet - INFO - Epoch [30][450/1849] lr: 2.000e-04, eta: 1:27:50, time: 0.145, data_time: 0.004, memory: 4401, loss_cls: 1.9370, loss_bbox: 0.7508, loss_iou: 1.1193, d0.loss_cls: 2.0515, d0.loss_bbox: 0.8055, d0.loss_iou: 1.1852, d1.loss_cls: 2.0135, d1.loss_bbox: 0.7872, d1.loss_iou: 1.1626, d2.loss_cls: 1.9792, d2.loss_bbox: 0.7702, d2.loss_iou: 1.1404, d3.loss_cls: 1.9599, d3.loss_bbox: 0.7591, d3.loss_iou: 1.1287, d4.loss_cls: 1.9444, d4.loss_bbox: 0.7529, d4.loss_iou: 1.1217, loss: 23.3692, grad_norm: 14.6314 -2022-10-26 21:43:44,913 - mmdet - INFO - Epoch [30][500/1849] lr: 2.000e-04, eta: 1:27:44, time: 0.144, data_time: 0.004, memory: 4401, loss_cls: 1.9355, loss_bbox: 0.7507, loss_iou: 1.1277, d0.loss_cls: 2.0452, d0.loss_bbox: 0.8036, d0.loss_iou: 1.1924, d1.loss_cls: 2.0098, d1.loss_bbox: 0.7846, d1.loss_iou: 1.1693, d2.loss_cls: 1.9782, d2.loss_bbox: 0.7688, d2.loss_iou: 1.1478, d3.loss_cls: 1.9576, d3.loss_bbox: 0.7592, d3.loss_iou: 1.1373, d4.loss_cls: 1.9433, d4.loss_bbox: 0.7527, d4.loss_iou: 1.1300, loss: 23.3937, grad_norm: 15.5816 -2022-10-26 21:43:52,166 - mmdet - INFO - Epoch [30][550/1849] lr: 2.000e-04, eta: 1:27:37, time: 0.145, data_time: 0.004, memory: 4401, loss_cls: 1.9326, loss_bbox: 0.7549, loss_iou: 1.1263, d0.loss_cls: 2.0378, d0.loss_bbox: 0.8107, d0.loss_iou: 1.1911, d1.loss_cls: 2.0048, d1.loss_bbox: 0.7909, d1.loss_iou: 1.1672, d2.loss_cls: 1.9738, d2.loss_bbox: 0.7746, d2.loss_iou: 1.1458, d3.loss_cls: 1.9534, d3.loss_bbox: 0.7641, d3.loss_iou: 1.1350, d4.loss_cls: 1.9385, d4.loss_bbox: 0.7573, d4.loss_iou: 1.1290, loss: 23.3879, grad_norm: 15.1827 -2022-10-26 21:43:59,352 - mmdet - INFO - Epoch [30][600/1849] lr: 2.000e-04, eta: 1:27:30, time: 0.144, data_time: 0.004, memory: 4401, loss_cls: 1.9221, loss_bbox: 0.7501, loss_iou: 1.1217, d0.loss_cls: 2.0294, d0.loss_bbox: 0.8033, d0.loss_iou: 1.1872, d1.loss_cls: 1.9963, d1.loss_bbox: 0.7827, d1.loss_iou: 1.1627, d2.loss_cls: 1.9646, d2.loss_bbox: 0.7681, d2.loss_iou: 1.1411, d3.loss_cls: 1.9452, d3.loss_bbox: 0.7578, d3.loss_iou: 1.1307, d4.loss_cls: 1.9312, d4.loss_bbox: 0.7519, d4.loss_iou: 1.1243, loss: 23.2705, grad_norm: 16.5476 -2022-10-26 21:44:06,411 - mmdet - INFO - Epoch [30][650/1849] lr: 2.000e-04, eta: 1:27:24, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9350, loss_bbox: 0.7540, loss_iou: 1.1241, d0.loss_cls: 2.0487, d0.loss_bbox: 0.8075, d0.loss_iou: 1.1912, d1.loss_cls: 2.0116, d1.loss_bbox: 0.7880, d1.loss_iou: 1.1668, d2.loss_cls: 1.9789, d2.loss_bbox: 0.7719, d2.loss_iou: 1.1448, d3.loss_cls: 1.9598, d3.loss_bbox: 0.7624, d3.loss_iou: 1.1337, d4.loss_cls: 1.9448, d4.loss_bbox: 0.7562, d4.loss_iou: 1.1268, loss: 23.4063, grad_norm: 14.9454 -2022-10-26 21:44:13,429 - mmdet - INFO - Epoch [30][700/1849] lr: 2.000e-04, eta: 1:27:17, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9418, loss_bbox: 0.7537, loss_iou: 1.1266, d0.loss_cls: 2.0456, d0.loss_bbox: 0.8062, d0.loss_iou: 1.1897, d1.loss_cls: 2.0102, d1.loss_bbox: 0.7856, d1.loss_iou: 1.1668, d2.loss_cls: 1.9826, d2.loss_bbox: 0.7704, d2.loss_iou: 1.1450, d3.loss_cls: 1.9638, d3.loss_bbox: 0.7612, d3.loss_iou: 1.1350, d4.loss_cls: 1.9498, d4.loss_bbox: 0.7555, d4.loss_iou: 1.1292, loss: 23.4188, grad_norm: 14.9424 -2022-10-26 21:44:20,596 - mmdet - INFO - Epoch [30][750/1849] lr: 2.000e-04, eta: 1:27:10, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 1.9264, loss_bbox: 0.7486, loss_iou: 1.1211, d0.loss_cls: 2.0314, d0.loss_bbox: 0.8032, d0.loss_iou: 1.1883, d1.loss_cls: 2.0005, d1.loss_bbox: 0.7830, d1.loss_iou: 1.1636, d2.loss_cls: 1.9675, d2.loss_bbox: 0.7667, d2.loss_iou: 1.1410, d3.loss_cls: 1.9483, d3.loss_bbox: 0.7569, d3.loss_iou: 1.1304, d4.loss_cls: 1.9337, d4.loss_bbox: 0.7510, d4.loss_iou: 1.1236, loss: 23.2855, grad_norm: 15.1082 -2022-10-26 21:44:27,710 - mmdet - INFO - Epoch [30][800/1849] lr: 2.000e-04, eta: 1:27:04, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9301, loss_bbox: 0.7496, loss_iou: 1.1247, d0.loss_cls: 2.0334, d0.loss_bbox: 0.8026, d0.loss_iou: 1.1900, d1.loss_cls: 2.0024, d1.loss_bbox: 0.7832, d1.loss_iou: 1.1656, d2.loss_cls: 1.9691, d2.loss_bbox: 0.7670, d2.loss_iou: 1.1445, d3.loss_cls: 1.9497, d3.loss_bbox: 0.7568, d3.loss_iou: 1.1343, d4.loss_cls: 1.9386, d4.loss_bbox: 0.7510, d4.loss_iou: 1.1272, loss: 23.3199, grad_norm: 14.9902 -2022-10-26 21:44:34,704 - mmdet - INFO - Epoch [30][850/1849] lr: 2.000e-04, eta: 1:26:57, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9324, loss_bbox: 0.7513, loss_iou: 1.1219, d0.loss_cls: 2.0406, d0.loss_bbox: 0.8039, d0.loss_iou: 1.1867, d1.loss_cls: 2.0086, d1.loss_bbox: 0.7856, d1.loss_iou: 1.1614, d2.loss_cls: 1.9753, d2.loss_bbox: 0.7681, d2.loss_iou: 1.1396, d3.loss_cls: 1.9560, d3.loss_bbox: 0.7591, d3.loss_iou: 1.1299, d4.loss_cls: 1.9396, d4.loss_bbox: 0.7535, d4.loss_iou: 1.1244, loss: 23.3381, grad_norm: 14.6937 -2022-10-26 21:44:41,998 - mmdet - INFO - Epoch [30][900/1849] lr: 2.000e-04, eta: 1:26:50, time: 0.146, data_time: 0.004, memory: 4401, loss_cls: 1.9392, loss_bbox: 0.7497, loss_iou: 1.1183, d0.loss_cls: 2.0428, d0.loss_bbox: 0.8026, d0.loss_iou: 1.1830, d1.loss_cls: 2.0107, d1.loss_bbox: 0.7840, d1.loss_iou: 1.1604, d2.loss_cls: 1.9783, d2.loss_bbox: 0.7679, d2.loss_iou: 1.1381, d3.loss_cls: 1.9606, d3.loss_bbox: 0.7578, d3.loss_iou: 1.1280, d4.loss_cls: 1.9477, d4.loss_bbox: 0.7515, d4.loss_iou: 1.1213, loss: 23.3421, grad_norm: 15.0954 -2022-10-26 21:44:49,024 - mmdet - INFO - Epoch [30][950/1849] lr: 2.000e-04, eta: 1:26:43, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9295, loss_bbox: 0.7475, loss_iou: 1.1200, d0.loss_cls: 2.0399, d0.loss_bbox: 0.8019, d0.loss_iou: 1.1855, d1.loss_cls: 2.0029, d1.loss_bbox: 0.7828, d1.loss_iou: 1.1621, d2.loss_cls: 1.9738, d2.loss_bbox: 0.7661, d2.loss_iou: 1.1402, d3.loss_cls: 1.9533, d3.loss_bbox: 0.7561, d3.loss_iou: 1.1291, d4.loss_cls: 1.9383, d4.loss_bbox: 0.7497, d4.loss_iou: 1.1226, loss: 23.3013, grad_norm: 15.5532 -2022-10-26 21:44:55,946 - mmdet - INFO - Epoch [30][1000/1849] lr: 2.000e-04, eta: 1:26:37, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9409, loss_bbox: 0.7518, loss_iou: 1.1251, d0.loss_cls: 2.0449, d0.loss_bbox: 0.8051, d0.loss_iou: 1.1894, d1.loss_cls: 2.0117, d1.loss_bbox: 0.7860, d1.loss_iou: 1.1668, d2.loss_cls: 1.9812, d2.loss_bbox: 0.7709, d2.loss_iou: 1.1454, d3.loss_cls: 1.9604, d3.loss_bbox: 0.7607, d3.loss_iou: 1.1346, d4.loss_cls: 1.9494, d4.loss_bbox: 0.7540, d4.loss_iou: 1.1276, loss: 23.4060, grad_norm: 20.8319 -2022-10-26 21:45:02,724 - mmdet - INFO - Epoch [30][1050/1849] lr: 2.000e-04, eta: 1:26:30, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9445, loss_bbox: 0.7529, loss_iou: 1.1229, d0.loss_cls: 2.0544, d0.loss_bbox: 0.8056, d0.loss_iou: 1.1886, d1.loss_cls: 2.0215, d1.loss_bbox: 0.7860, d1.loss_iou: 1.1635, d2.loss_cls: 1.9880, d2.loss_bbox: 0.7704, d2.loss_iou: 1.1410, d3.loss_cls: 1.9685, d3.loss_bbox: 0.7603, d3.loss_iou: 1.1315, d4.loss_cls: 1.9525, d4.loss_bbox: 0.7549, d4.loss_iou: 1.1253, loss: 23.4323, grad_norm: 13.5513 -2022-10-26 21:45:09,643 - mmdet - INFO - Epoch [30][1100/1849] lr: 2.000e-04, eta: 1:26:23, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9359, loss_bbox: 0.7517, loss_iou: 1.1238, d0.loss_cls: 2.0457, d0.loss_bbox: 0.8047, d0.loss_iou: 1.1901, d1.loss_cls: 2.0093, d1.loss_bbox: 0.7855, d1.loss_iou: 1.1652, d2.loss_cls: 1.9766, d2.loss_bbox: 0.7701, d2.loss_iou: 1.1433, d3.loss_cls: 1.9571, d3.loss_bbox: 0.7600, d3.loss_iou: 1.1333, d4.loss_cls: 1.9431, d4.loss_bbox: 0.7535, d4.loss_iou: 1.1263, loss: 23.3753, grad_norm: 15.3769 -2022-10-26 21:45:16,339 - mmdet - INFO - Epoch [30][1150/1849] lr: 2.000e-04, eta: 1:26:16, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.9328, loss_bbox: 0.7512, loss_iou: 1.1191, d0.loss_cls: 2.0375, d0.loss_bbox: 0.8055, d0.loss_iou: 1.1842, d1.loss_cls: 2.0060, d1.loss_bbox: 0.7850, d1.loss_iou: 1.1616, d2.loss_cls: 1.9747, d2.loss_bbox: 0.7695, d2.loss_iou: 1.1386, d3.loss_cls: 1.9536, d3.loss_bbox: 0.7587, d3.loss_iou: 1.1277, d4.loss_cls: 1.9404, d4.loss_bbox: 0.7532, d4.loss_iou: 1.1212, loss: 23.3204, grad_norm: 14.8470 -2022-10-26 21:45:23,261 - mmdet - INFO - Epoch [30][1200/1849] lr: 2.000e-04, eta: 1:26:09, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9359, loss_bbox: 0.7531, loss_iou: 1.1297, d0.loss_cls: 2.0485, d0.loss_bbox: 0.8089, d0.loss_iou: 1.1952, d1.loss_cls: 2.0133, d1.loss_bbox: 0.7893, d1.loss_iou: 1.1730, d2.loss_cls: 1.9805, d2.loss_bbox: 0.7719, d2.loss_iou: 1.1500, d3.loss_cls: 1.9593, d3.loss_bbox: 0.7620, d3.loss_iou: 1.1391, d4.loss_cls: 1.9451, d4.loss_bbox: 0.7555, d4.loss_iou: 1.1323, loss: 23.4425, grad_norm: 15.6510 -2022-10-26 21:45:30,272 - mmdet - INFO - Epoch [30][1250/1849] lr: 2.000e-04, eta: 1:26:02, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9387, loss_bbox: 0.7517, loss_iou: 1.1229, d0.loss_cls: 2.0467, d0.loss_bbox: 0.8056, d0.loss_iou: 1.1894, d1.loss_cls: 2.0129, d1.loss_bbox: 0.7871, d1.loss_iou: 1.1662, d2.loss_cls: 1.9781, d2.loss_bbox: 0.7706, d2.loss_iou: 1.1443, d3.loss_cls: 1.9601, d3.loss_bbox: 0.7596, d3.loss_iou: 1.1332, d4.loss_cls: 1.9463, d4.loss_bbox: 0.7541, d4.loss_iou: 1.1253, loss: 23.3930, grad_norm: 15.9013 -2022-10-26 21:45:37,135 - mmdet - INFO - Epoch [30][1300/1849] lr: 2.000e-04, eta: 1:25:55, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9480, loss_bbox: 0.7494, loss_iou: 1.1258, d0.loss_cls: 2.0520, d0.loss_bbox: 0.8044, d0.loss_iou: 1.1908, d1.loss_cls: 2.0199, d1.loss_bbox: 0.7844, d1.loss_iou: 1.1671, d2.loss_cls: 1.9877, d2.loss_bbox: 0.7679, d2.loss_iou: 1.1461, d3.loss_cls: 1.9697, d3.loss_bbox: 0.7579, d3.loss_iou: 1.1353, d4.loss_cls: 1.9545, d4.loss_bbox: 0.7517, d4.loss_iou: 1.1286, loss: 23.4413, grad_norm: 15.5685 -2022-10-26 21:45:44,112 - mmdet - INFO - Epoch [30][1350/1849] lr: 2.000e-04, eta: 1:25:49, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9394, loss_bbox: 0.7506, loss_iou: 1.1238, d0.loss_cls: 2.0467, d0.loss_bbox: 0.8040, d0.loss_iou: 1.1893, d1.loss_cls: 2.0146, d1.loss_bbox: 0.7854, d1.loss_iou: 1.1647, d2.loss_cls: 1.9808, d2.loss_bbox: 0.7690, d2.loss_iou: 1.1432, d3.loss_cls: 1.9597, d3.loss_bbox: 0.7590, d3.loss_iou: 1.1328, d4.loss_cls: 1.9461, d4.loss_bbox: 0.7530, d4.loss_iou: 1.1266, loss: 23.3886, grad_norm: 14.2788 -2022-10-26 21:45:51,192 - mmdet - INFO - Epoch [30][1400/1849] lr: 2.000e-04, eta: 1:25:42, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9429, loss_bbox: 0.7544, loss_iou: 1.1208, d0.loss_cls: 2.0462, d0.loss_bbox: 0.8062, d0.loss_iou: 1.1869, d1.loss_cls: 2.0112, d1.loss_bbox: 0.7882, d1.loss_iou: 1.1635, d2.loss_cls: 1.9819, d2.loss_bbox: 0.7719, d2.loss_iou: 1.1414, d3.loss_cls: 1.9645, d3.loss_bbox: 0.7623, d3.loss_iou: 1.1302, d4.loss_cls: 1.9484, d4.loss_bbox: 0.7562, d4.loss_iou: 1.1242, loss: 23.4013, grad_norm: 13.1903 -2022-10-26 21:45:58,321 - mmdet - INFO - Epoch [30][1450/1849] lr: 2.000e-04, eta: 1:25:35, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9571, loss_bbox: 0.7579, loss_iou: 1.1279, d0.loss_cls: 2.0615, d0.loss_bbox: 0.8107, d0.loss_iou: 1.1927, d1.loss_cls: 2.0272, d1.loss_bbox: 0.7925, d1.loss_iou: 1.1683, d2.loss_cls: 1.9951, d2.loss_bbox: 0.7760, d2.loss_iou: 1.1471, d3.loss_cls: 1.9753, d3.loss_bbox: 0.7660, d3.loss_iou: 1.1365, d4.loss_cls: 1.9641, d4.loss_bbox: 0.7596, d4.loss_iou: 1.1305, loss: 23.5460, grad_norm: 15.5377 -2022-10-26 21:46:05,271 - mmdet - INFO - Epoch [30][1500/1849] lr: 2.000e-04, eta: 1:25:28, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9344, loss_bbox: 0.7488, loss_iou: 1.1223, d0.loss_cls: 2.0371, d0.loss_bbox: 0.8025, d0.loss_iou: 1.1842, d1.loss_cls: 2.0052, d1.loss_bbox: 0.7831, d1.loss_iou: 1.1619, d2.loss_cls: 1.9725, d2.loss_bbox: 0.7666, d2.loss_iou: 1.1406, d3.loss_cls: 1.9538, d3.loss_bbox: 0.7565, d3.loss_iou: 1.1302, d4.loss_cls: 1.9422, d4.loss_bbox: 0.7509, d4.loss_iou: 1.1247, loss: 23.3175, grad_norm: 15.8503 -2022-10-26 21:46:12,414 - mmdet - INFO - Epoch [30][1550/1849] lr: 2.000e-04, eta: 1:25:22, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 1.9508, loss_bbox: 0.7550, loss_iou: 1.1247, d0.loss_cls: 2.0581, d0.loss_bbox: 0.8088, d0.loss_iou: 1.1886, d1.loss_cls: 2.0239, d1.loss_bbox: 0.7887, d1.loss_iou: 1.1650, d2.loss_cls: 1.9927, d2.loss_bbox: 0.7729, d2.loss_iou: 1.1438, d3.loss_cls: 1.9744, d3.loss_bbox: 0.7631, d3.loss_iou: 1.1334, d4.loss_cls: 1.9601, d4.loss_bbox: 0.7566, d4.loss_iou: 1.1275, loss: 23.4882, grad_norm: 14.7576 -2022-10-26 21:46:19,500 - mmdet - INFO - Epoch [30][1600/1849] lr: 2.000e-04, eta: 1:25:15, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9367, loss_bbox: 0.7524, loss_iou: 1.1256, d0.loss_cls: 2.0422, d0.loss_bbox: 0.8044, d0.loss_iou: 1.1904, d1.loss_cls: 2.0084, d1.loss_bbox: 0.7853, d1.loss_iou: 1.1664, d2.loss_cls: 1.9752, d2.loss_bbox: 0.7701, d2.loss_iou: 1.1447, d3.loss_cls: 1.9576, d3.loss_bbox: 0.7603, d3.loss_iou: 1.1338, d4.loss_cls: 1.9449, d4.loss_bbox: 0.7544, d4.loss_iou: 1.1277, loss: 23.3807, grad_norm: 14.4938 -2022-10-26 21:46:26,206 - mmdet - INFO - Epoch [30][1650/1849] lr: 2.000e-04, eta: 1:25:08, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.9343, loss_bbox: 0.7507, loss_iou: 1.1194, d0.loss_cls: 2.0395, d0.loss_bbox: 0.8057, d0.loss_iou: 1.1849, d1.loss_cls: 2.0047, d1.loss_bbox: 0.7863, d1.loss_iou: 1.1619, d2.loss_cls: 1.9726, d2.loss_bbox: 0.7696, d2.loss_iou: 1.1401, d3.loss_cls: 1.9533, d3.loss_bbox: 0.7588, d3.loss_iou: 1.1297, d4.loss_cls: 1.9417, d4.loss_bbox: 0.7528, d4.loss_iou: 1.1225, loss: 23.3286, grad_norm: 15.2062 -2022-10-26 21:46:32,906 - mmdet - INFO - Epoch [30][1700/1849] lr: 2.000e-04, eta: 1:25:01, time: 0.134, data_time: 0.004, memory: 4401, loss_cls: 1.9375, loss_bbox: 0.7538, loss_iou: 1.1288, d0.loss_cls: 2.0430, d0.loss_bbox: 0.8066, d0.loss_iou: 1.1922, d1.loss_cls: 2.0091, d1.loss_bbox: 0.7873, d1.loss_iou: 1.1694, d2.loss_cls: 1.9756, d2.loss_bbox: 0.7708, d2.loss_iou: 1.1473, d3.loss_cls: 1.9557, d3.loss_bbox: 0.7615, d3.loss_iou: 1.1381, d4.loss_cls: 1.9446, d4.loss_bbox: 0.7559, d4.loss_iou: 1.1316, loss: 23.4089, grad_norm: 16.3405 -2022-10-26 21:46:39,815 - mmdet - INFO - Epoch [30][1750/1849] lr: 2.000e-04, eta: 1:24:54, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9338, loss_bbox: 0.7483, loss_iou: 1.1204, d0.loss_cls: 2.0380, d0.loss_bbox: 0.8023, d0.loss_iou: 1.1875, d1.loss_cls: 2.0101, d1.loss_bbox: 0.7820, d1.loss_iou: 1.1641, d2.loss_cls: 1.9766, d2.loss_bbox: 0.7661, d2.loss_iou: 1.1418, d3.loss_cls: 1.9572, d3.loss_bbox: 0.7556, d3.loss_iou: 1.1301, d4.loss_cls: 1.9424, d4.loss_bbox: 0.7502, d4.loss_iou: 1.1231, loss: 23.3298, grad_norm: 15.3779 -2022-10-26 21:46:47,005 - mmdet - INFO - Epoch [30][1800/1849] lr: 2.000e-04, eta: 1:24:48, time: 0.144, data_time: 0.004, memory: 4401, loss_cls: 1.9470, loss_bbox: 0.7554, loss_iou: 1.1309, d0.loss_cls: 2.0553, d0.loss_bbox: 0.8080, d0.loss_iou: 1.1938, d1.loss_cls: 2.0204, d1.loss_bbox: 0.7894, d1.loss_iou: 1.1700, d2.loss_cls: 1.9858, d2.loss_bbox: 0.7743, d2.loss_iou: 1.1491, d3.loss_cls: 1.9681, d3.loss_bbox: 0.7633, d3.loss_iou: 1.1394, d4.loss_cls: 1.9559, d4.loss_bbox: 0.7573, d4.loss_iou: 1.1331, loss: 23.4966, grad_norm: 16.7955 -2022-10-26 21:46:53,926 - mmdet - INFO - Saving checkpoint at 30 epochs -2022-10-26 21:47:04,751 - mmdet - INFO - Epoch [31][50/1849] lr: 2.000e-04, eta: 1:24:32, time: 0.204, data_time: 0.063, memory: 4401, loss_cls: 1.9155, loss_bbox: 0.7515, loss_iou: 1.1243, d0.loss_cls: 2.0233, d0.loss_bbox: 0.8051, d0.loss_iou: 1.1876, d1.loss_cls: 1.9913, d1.loss_bbox: 0.7879, d1.loss_iou: 1.1656, d2.loss_cls: 1.9624, d2.loss_bbox: 0.7714, d2.loss_iou: 1.1441, d3.loss_cls: 1.9413, d3.loss_bbox: 0.7602, d3.loss_iou: 1.1340, d4.loss_cls: 1.9262, d4.loss_bbox: 0.7537, d4.loss_iou: 1.1269, loss: 23.2724, grad_norm: 15.5745 -2022-10-26 21:47:11,818 - mmdet - INFO - Epoch [31][100/1849] lr: 2.000e-04, eta: 1:24:25, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9217, loss_bbox: 0.7512, loss_iou: 1.1295, d0.loss_cls: 2.0243, d0.loss_bbox: 0.8038, d0.loss_iou: 1.1945, d1.loss_cls: 1.9955, d1.loss_bbox: 0.7852, d1.loss_iou: 1.1713, d2.loss_cls: 1.9630, d2.loss_bbox: 0.7694, d2.loss_iou: 1.1492, d3.loss_cls: 1.9422, d3.loss_bbox: 0.7591, d3.loss_iou: 1.1393, d4.loss_cls: 1.9296, d4.loss_bbox: 0.7527, d4.loss_iou: 1.1322, loss: 23.3136, grad_norm: 17.4023 -2022-10-26 21:47:19,155 - mmdet - INFO - Epoch [31][150/1849] lr: 2.000e-04, eta: 1:24:18, time: 0.147, data_time: 0.005, memory: 4401, loss_cls: 1.9276, loss_bbox: 0.7512, loss_iou: 1.1201, d0.loss_cls: 2.0352, d0.loss_bbox: 0.8057, d0.loss_iou: 1.1843, d1.loss_cls: 2.0042, d1.loss_bbox: 0.7863, d1.loss_iou: 1.1604, d2.loss_cls: 1.9689, d2.loss_bbox: 0.7704, d2.loss_iou: 1.1387, d3.loss_cls: 1.9507, d3.loss_bbox: 0.7586, d3.loss_iou: 1.1281, d4.loss_cls: 1.9363, d4.loss_bbox: 0.7534, d4.loss_iou: 1.1226, loss: 23.3027, grad_norm: 15.8215 -2022-10-26 21:47:26,363 - mmdet - INFO - Epoch [31][200/1849] lr: 2.000e-04, eta: 1:24:12, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.9330, loss_bbox: 0.7495, loss_iou: 1.1223, d0.loss_cls: 2.0425, d0.loss_bbox: 0.8027, d0.loss_iou: 1.1864, d1.loss_cls: 2.0087, d1.loss_bbox: 0.7837, d1.loss_iou: 1.1638, d2.loss_cls: 1.9765, d2.loss_bbox: 0.7672, d2.loss_iou: 1.1415, d3.loss_cls: 1.9564, d3.loss_bbox: 0.7570, d3.loss_iou: 1.1315, d4.loss_cls: 1.9415, d4.loss_bbox: 0.7514, d4.loss_iou: 1.1250, loss: 23.3405, grad_norm: 14.0945 -2022-10-26 21:47:33,551 - mmdet - INFO - Epoch [31][250/1849] lr: 2.000e-04, eta: 1:24:05, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.9239, loss_bbox: 0.7523, loss_iou: 1.1181, d0.loss_cls: 2.0338, d0.loss_bbox: 0.8064, d0.loss_iou: 1.1835, d1.loss_cls: 1.9959, d1.loss_bbox: 0.7862, d1.loss_iou: 1.1598, d2.loss_cls: 1.9663, d2.loss_bbox: 0.7695, d2.loss_iou: 1.1386, d3.loss_cls: 1.9457, d3.loss_bbox: 0.7601, d3.loss_iou: 1.1273, d4.loss_cls: 1.9322, d4.loss_bbox: 0.7544, d4.loss_iou: 1.1211, loss: 23.2750, grad_norm: 16.3899 -2022-10-26 21:47:40,623 - mmdet - INFO - Epoch [31][300/1849] lr: 2.000e-04, eta: 1:23:58, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9160, loss_bbox: 0.7456, loss_iou: 1.1222, d0.loss_cls: 2.0314, d0.loss_bbox: 0.7986, d0.loss_iou: 1.1857, d1.loss_cls: 1.9932, d1.loss_bbox: 0.7795, d1.loss_iou: 1.1633, d2.loss_cls: 1.9596, d2.loss_bbox: 0.7632, d2.loss_iou: 1.1421, d3.loss_cls: 1.9399, d3.loss_bbox: 0.7533, d3.loss_iou: 1.1314, d4.loss_cls: 1.9256, d4.loss_bbox: 0.7475, d4.loss_iou: 1.1243, loss: 23.2223, grad_norm: 15.2625 -2022-10-26 21:47:47,657 - mmdet - INFO - Epoch [31][350/1849] lr: 2.000e-04, eta: 1:23:52, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9256, loss_bbox: 0.7518, loss_iou: 1.1242, d0.loss_cls: 2.0335, d0.loss_bbox: 0.8047, d0.loss_iou: 1.1872, d1.loss_cls: 1.9987, d1.loss_bbox: 0.7865, d1.loss_iou: 1.1659, d2.loss_cls: 1.9672, d2.loss_bbox: 0.7708, d2.loss_iou: 1.1432, d3.loss_cls: 1.9466, d3.loss_bbox: 0.7603, d3.loss_iou: 1.1327, d4.loss_cls: 1.9311, d4.loss_bbox: 0.7540, d4.loss_iou: 1.1265, loss: 23.3104, grad_norm: 14.1140 -2022-10-26 21:47:54,598 - mmdet - INFO - Epoch [31][400/1849] lr: 2.000e-04, eta: 1:23:45, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9195, loss_bbox: 0.7486, loss_iou: 1.1175, d0.loss_cls: 2.0250, d0.loss_bbox: 0.8008, d0.loss_iou: 1.1816, d1.loss_cls: 1.9950, d1.loss_bbox: 0.7825, d1.loss_iou: 1.1577, d2.loss_cls: 1.9628, d2.loss_bbox: 0.7673, d2.loss_iou: 1.1372, d3.loss_cls: 1.9407, d3.loss_bbox: 0.7563, d3.loss_iou: 1.1265, d4.loss_cls: 1.9277, d4.loss_bbox: 0.7507, d4.loss_iou: 1.1200, loss: 23.2173, grad_norm: 16.1803 -2022-10-26 21:48:01,602 - mmdet - INFO - Epoch [31][450/1849] lr: 2.000e-04, eta: 1:23:38, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9344, loss_bbox: 0.7485, loss_iou: 1.1245, d0.loss_cls: 2.0405, d0.loss_bbox: 0.8027, d0.loss_iou: 1.1913, d1.loss_cls: 2.0066, d1.loss_bbox: 0.7821, d1.loss_iou: 1.1660, d2.loss_cls: 1.9756, d2.loss_bbox: 0.7658, d2.loss_iou: 1.1441, d3.loss_cls: 1.9559, d3.loss_bbox: 0.7560, d3.loss_iou: 1.1330, d4.loss_cls: 1.9423, d4.loss_bbox: 0.7505, d4.loss_iou: 1.1275, loss: 23.3475, grad_norm: 15.9452 -2022-10-26 21:48:08,499 - mmdet - INFO - Epoch [31][500/1849] lr: 2.000e-04, eta: 1:23:31, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9457, loss_bbox: 0.7513, loss_iou: 1.1258, d0.loss_cls: 2.0539, d0.loss_bbox: 0.8056, d0.loss_iou: 1.1925, d1.loss_cls: 2.0214, d1.loss_bbox: 0.7855, d1.loss_iou: 1.1670, d2.loss_cls: 1.9884, d2.loss_bbox: 0.7700, d2.loss_iou: 1.1447, d3.loss_cls: 1.9667, d3.loss_bbox: 0.7603, d3.loss_iou: 1.1351, d4.loss_cls: 1.9513, d4.loss_bbox: 0.7541, d4.loss_iou: 1.1283, loss: 23.4476, grad_norm: 14.9194 -2022-10-26 21:48:15,237 - mmdet - INFO - Epoch [31][550/1849] lr: 2.000e-04, eta: 1:23:24, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9190, loss_bbox: 0.7506, loss_iou: 1.1216, d0.loss_cls: 2.0280, d0.loss_bbox: 0.8035, d0.loss_iou: 1.1872, d1.loss_cls: 1.9946, d1.loss_bbox: 0.7856, d1.loss_iou: 1.1636, d2.loss_cls: 1.9649, d2.loss_bbox: 0.7685, d2.loss_iou: 1.1415, d3.loss_cls: 1.9429, d3.loss_bbox: 0.7588, d3.loss_iou: 1.1311, d4.loss_cls: 1.9289, d4.loss_bbox: 0.7528, d4.loss_iou: 1.1239, loss: 23.2670, grad_norm: 14.2935 -2022-10-26 21:48:22,155 - mmdet - INFO - Epoch [31][600/1849] lr: 2.000e-04, eta: 1:23:17, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9236, loss_bbox: 0.7499, loss_iou: 1.1199, d0.loss_cls: 2.0295, d0.loss_bbox: 0.8047, d0.loss_iou: 1.1850, d1.loss_cls: 1.9925, d1.loss_bbox: 0.7842, d1.loss_iou: 1.1627, d2.loss_cls: 1.9599, d2.loss_bbox: 0.7684, d2.loss_iou: 1.1409, d3.loss_cls: 1.9421, d3.loss_bbox: 0.7579, d3.loss_iou: 1.1300, d4.loss_cls: 1.9298, d4.loss_bbox: 0.7524, d4.loss_iou: 1.1230, loss: 23.2564, grad_norm: 14.1446 -2022-10-26 21:48:29,129 - mmdet - INFO - Epoch [31][650/1849] lr: 2.000e-04, eta: 1:23:11, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9324, loss_bbox: 0.7484, loss_iou: 1.1186, d0.loss_cls: 2.0380, d0.loss_bbox: 0.8017, d0.loss_iou: 1.1828, d1.loss_cls: 2.0048, d1.loss_bbox: 0.7836, d1.loss_iou: 1.1595, d2.loss_cls: 1.9721, d2.loss_bbox: 0.7664, d2.loss_iou: 1.1386, d3.loss_cls: 1.9542, d3.loss_bbox: 0.7561, d3.loss_iou: 1.1275, d4.loss_cls: 1.9405, d4.loss_bbox: 0.7508, d4.loss_iou: 1.1205, loss: 23.2964, grad_norm: 15.5579 -2022-10-26 21:48:35,925 - mmdet - INFO - Epoch [31][700/1849] lr: 2.000e-04, eta: 1:23:04, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9462, loss_bbox: 0.7503, loss_iou: 1.1209, d0.loss_cls: 2.0540, d0.loss_bbox: 0.8041, d0.loss_iou: 1.1859, d1.loss_cls: 2.0183, d1.loss_bbox: 0.7852, d1.loss_iou: 1.1624, d2.loss_cls: 1.9881, d2.loss_bbox: 0.7689, d2.loss_iou: 1.1401, d3.loss_cls: 1.9701, d3.loss_bbox: 0.7584, d3.loss_iou: 1.1300, d4.loss_cls: 1.9543, d4.loss_bbox: 0.7521, d4.loss_iou: 1.1235, loss: 23.4128, grad_norm: 15.2168 -2022-10-26 21:48:42,814 - mmdet - INFO - Epoch [31][750/1849] lr: 2.000e-04, eta: 1:22:57, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9386, loss_bbox: 0.7508, loss_iou: 1.1266, d0.loss_cls: 2.0439, d0.loss_bbox: 0.8041, d0.loss_iou: 1.1908, d1.loss_cls: 2.0150, d1.loss_bbox: 0.7837, d1.loss_iou: 1.1666, d2.loss_cls: 1.9818, d2.loss_bbox: 0.7680, d2.loss_iou: 1.1451, d3.loss_cls: 1.9615, d3.loss_bbox: 0.7589, d3.loss_iou: 1.1352, d4.loss_cls: 1.9466, d4.loss_bbox: 0.7529, d4.loss_iou: 1.1289, loss: 23.3990, grad_norm: 14.4649 -2022-10-26 21:48:49,497 - mmdet - INFO - Epoch [31][800/1849] lr: 2.000e-04, eta: 1:22:50, time: 0.134, data_time: 0.004, memory: 4401, loss_cls: 1.9321, loss_bbox: 0.7499, loss_iou: 1.1244, d0.loss_cls: 2.0400, d0.loss_bbox: 0.8044, d0.loss_iou: 1.1890, d1.loss_cls: 2.0095, d1.loss_bbox: 0.7853, d1.loss_iou: 1.1651, d2.loss_cls: 1.9726, d2.loss_bbox: 0.7680, d2.loss_iou: 1.1430, d3.loss_cls: 1.9547, d3.loss_bbox: 0.7585, d3.loss_iou: 1.1322, d4.loss_cls: 1.9407, d4.loss_bbox: 0.7527, d4.loss_iou: 1.1261, loss: 23.3481, grad_norm: 15.2464 -2022-10-26 21:48:56,559 - mmdet - INFO - Epoch [31][850/1849] lr: 2.000e-04, eta: 1:22:43, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9472, loss_bbox: 0.7532, loss_iou: 1.1277, d0.loss_cls: 2.0551, d0.loss_bbox: 0.8061, d0.loss_iou: 1.1919, d1.loss_cls: 2.0197, d1.loss_bbox: 0.7869, d1.loss_iou: 1.1698, d2.loss_cls: 1.9889, d2.loss_bbox: 0.7700, d2.loss_iou: 1.1483, d3.loss_cls: 1.9695, d3.loss_bbox: 0.7607, d3.loss_iou: 1.1363, d4.loss_cls: 1.9550, d4.loss_bbox: 0.7555, d4.loss_iou: 1.1304, loss: 23.4723, grad_norm: 14.9342 -2022-10-26 21:49:03,613 - mmdet - INFO - Epoch [31][900/1849] lr: 2.000e-04, eta: 1:22:36, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9361, loss_bbox: 0.7438, loss_iou: 1.1171, d0.loss_cls: 2.0461, d0.loss_bbox: 0.7976, d0.loss_iou: 1.1832, d1.loss_cls: 2.0114, d1.loss_bbox: 0.7778, d1.loss_iou: 1.1594, d2.loss_cls: 1.9800, d2.loss_bbox: 0.7605, d2.loss_iou: 1.1375, d3.loss_cls: 1.9599, d3.loss_bbox: 0.7510, d3.loss_iou: 1.1260, d4.loss_cls: 1.9453, d4.loss_bbox: 0.7458, d4.loss_iou: 1.1199, loss: 23.2982, grad_norm: 15.4433 -2022-10-26 21:49:10,784 - mmdet - INFO - Epoch [31][950/1849] lr: 2.000e-04, eta: 1:22:30, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9358, loss_bbox: 0.7516, loss_iou: 1.1221, d0.loss_cls: 2.0431, d0.loss_bbox: 0.8048, d0.loss_iou: 1.1870, d1.loss_cls: 2.0077, d1.loss_bbox: 0.7852, d1.loss_iou: 1.1620, d2.loss_cls: 1.9764, d2.loss_bbox: 0.7693, d2.loss_iou: 1.1405, d3.loss_cls: 1.9563, d3.loss_bbox: 0.7590, d3.loss_iou: 1.1309, d4.loss_cls: 1.9423, d4.loss_bbox: 0.7536, d4.loss_iou: 1.1251, loss: 23.3529, grad_norm: 15.8914 -2022-10-26 21:49:17,561 - mmdet - INFO - Epoch [31][1000/1849] lr: 2.000e-04, eta: 1:22:23, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9307, loss_bbox: 0.7497, loss_iou: 1.1208, d0.loss_cls: 2.0355, d0.loss_bbox: 0.8029, d0.loss_iou: 1.1848, d1.loss_cls: 2.0045, d1.loss_bbox: 0.7839, d1.loss_iou: 1.1625, d2.loss_cls: 1.9731, d2.loss_bbox: 0.7688, d2.loss_iou: 1.1401, d3.loss_cls: 1.9528, d3.loss_bbox: 0.7581, d3.loss_iou: 1.1295, d4.loss_cls: 1.9399, d4.loss_bbox: 0.7524, d4.loss_iou: 1.1236, loss: 23.3136, grad_norm: 14.3295 -2022-10-26 21:49:24,376 - mmdet - INFO - Epoch [31][1050/1849] lr: 2.000e-04, eta: 1:22:16, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9321, loss_bbox: 0.7497, loss_iou: 1.1257, d0.loss_cls: 2.0377, d0.loss_bbox: 0.8022, d0.loss_iou: 1.1901, d1.loss_cls: 2.0042, d1.loss_bbox: 0.7834, d1.loss_iou: 1.1667, d2.loss_cls: 1.9721, d2.loss_bbox: 0.7675, d2.loss_iou: 1.1449, d3.loss_cls: 1.9541, d3.loss_bbox: 0.7569, d3.loss_iou: 1.1345, d4.loss_cls: 1.9403, d4.loss_bbox: 0.7516, d4.loss_iou: 1.1283, loss: 23.3417, grad_norm: 15.3903 -2022-10-26 21:49:31,298 - mmdet - INFO - Epoch [31][1100/1849] lr: 2.000e-04, eta: 1:22:09, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9264, loss_bbox: 0.7484, loss_iou: 1.1189, d0.loss_cls: 2.0336, d0.loss_bbox: 0.8026, d0.loss_iou: 1.1840, d1.loss_cls: 2.0003, d1.loss_bbox: 0.7825, d1.loss_iou: 1.1593, d2.loss_cls: 1.9639, d2.loss_bbox: 0.7662, d2.loss_iou: 1.1384, d3.loss_cls: 1.9464, d3.loss_bbox: 0.7560, d3.loss_iou: 1.1280, d4.loss_cls: 1.9340, d4.loss_bbox: 0.7504, d4.loss_iou: 1.1217, loss: 23.2610, grad_norm: 16.3100 -2022-10-26 21:49:38,136 - mmdet - INFO - Epoch [31][1150/1849] lr: 2.000e-04, eta: 1:22:02, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9228, loss_bbox: 0.7438, loss_iou: 1.1157, d0.loss_cls: 2.0288, d0.loss_bbox: 0.7987, d0.loss_iou: 1.1829, d1.loss_cls: 1.9946, d1.loss_bbox: 0.7792, d1.loss_iou: 1.1580, d2.loss_cls: 1.9635, d2.loss_bbox: 0.7634, d2.loss_iou: 1.1366, d3.loss_cls: 1.9431, d3.loss_bbox: 0.7523, d3.loss_iou: 1.1254, d4.loss_cls: 1.9281, d4.loss_bbox: 0.7461, d4.loss_iou: 1.1187, loss: 23.2017, grad_norm: 14.7639 -2022-10-26 21:49:45,170 - mmdet - INFO - Epoch [31][1200/1849] lr: 2.000e-04, eta: 1:21:55, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9312, loss_bbox: 0.7485, loss_iou: 1.1190, d0.loss_cls: 2.0373, d0.loss_bbox: 0.8033, d0.loss_iou: 1.1846, d1.loss_cls: 2.0037, d1.loss_bbox: 0.7834, d1.loss_iou: 1.1608, d2.loss_cls: 1.9720, d2.loss_bbox: 0.7662, d2.loss_iou: 1.1388, d3.loss_cls: 1.9506, d3.loss_bbox: 0.7563, d3.loss_iou: 1.1283, d4.loss_cls: 1.9378, d4.loss_bbox: 0.7503, d4.loss_iou: 1.1217, loss: 23.2938, grad_norm: 15.6591 -2022-10-26 21:49:52,059 - mmdet - INFO - Epoch [31][1250/1849] lr: 2.000e-04, eta: 1:21:48, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9378, loss_bbox: 0.7512, loss_iou: 1.1263, d0.loss_cls: 2.0426, d0.loss_bbox: 0.8041, d0.loss_iou: 1.1911, d1.loss_cls: 2.0097, d1.loss_bbox: 0.7856, d1.loss_iou: 1.1672, d2.loss_cls: 1.9797, d2.loss_bbox: 0.7690, d2.loss_iou: 1.1460, d3.loss_cls: 1.9572, d3.loss_bbox: 0.7600, d3.loss_iou: 1.1359, d4.loss_cls: 1.9454, d4.loss_bbox: 0.7535, d4.loss_iou: 1.1287, loss: 23.3910, grad_norm: 14.1115 -2022-10-26 21:49:59,070 - mmdet - INFO - Epoch [31][1300/1849] lr: 2.000e-04, eta: 1:21:42, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9444, loss_bbox: 0.7568, loss_iou: 1.1256, d0.loss_cls: 2.0512, d0.loss_bbox: 0.8106, d0.loss_iou: 1.1930, d1.loss_cls: 2.0159, d1.loss_bbox: 0.7911, d1.loss_iou: 1.1678, d2.loss_cls: 1.9846, d2.loss_bbox: 0.7752, d2.loss_iou: 1.1465, d3.loss_cls: 1.9650, d3.loss_bbox: 0.7652, d3.loss_iou: 1.1356, d4.loss_cls: 1.9522, d4.loss_bbox: 0.7587, d4.loss_iou: 1.1287, loss: 23.4680, grad_norm: 14.3947 -2022-10-26 21:50:06,022 - mmdet - INFO - Epoch [31][1350/1849] lr: 2.000e-04, eta: 1:21:35, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9329, loss_bbox: 0.7500, loss_iou: 1.1235, d0.loss_cls: 2.0391, d0.loss_bbox: 0.8054, d0.loss_iou: 1.1893, d1.loss_cls: 2.0061, d1.loss_bbox: 0.7849, d1.loss_iou: 1.1644, d2.loss_cls: 1.9740, d2.loss_bbox: 0.7687, d2.loss_iou: 1.1432, d3.loss_cls: 1.9543, d3.loss_bbox: 0.7579, d3.loss_iou: 1.1326, d4.loss_cls: 1.9408, d4.loss_bbox: 0.7521, d4.loss_iou: 1.1258, loss: 23.3450, grad_norm: 14.5137 -2022-10-26 21:50:13,018 - mmdet - INFO - Epoch [31][1400/1849] lr: 2.000e-04, eta: 1:21:28, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9348, loss_bbox: 0.7498, loss_iou: 1.1232, d0.loss_cls: 2.0440, d0.loss_bbox: 0.8047, d0.loss_iou: 1.1889, d1.loss_cls: 2.0073, d1.loss_bbox: 0.7842, d1.loss_iou: 1.1643, d2.loss_cls: 1.9770, d2.loss_bbox: 0.7686, d2.loss_iou: 1.1428, d3.loss_cls: 1.9569, d3.loss_bbox: 0.7580, d3.loss_iou: 1.1316, d4.loss_cls: 1.9447, d4.loss_bbox: 0.7522, d4.loss_iou: 1.1258, loss: 23.3590, grad_norm: 15.9898 -2022-10-26 21:50:19,958 - mmdet - INFO - Epoch [31][1450/1849] lr: 2.000e-04, eta: 1:21:21, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9373, loss_bbox: 0.7512, loss_iou: 1.1245, d0.loss_cls: 2.0487, d0.loss_bbox: 0.8047, d0.loss_iou: 1.1902, d1.loss_cls: 2.0165, d1.loss_bbox: 0.7857, d1.loss_iou: 1.1651, d2.loss_cls: 1.9800, d2.loss_bbox: 0.7686, d2.loss_iou: 1.1444, d3.loss_cls: 1.9605, d3.loss_bbox: 0.7588, d3.loss_iou: 1.1338, d4.loss_cls: 1.9472, d4.loss_bbox: 0.7529, d4.loss_iou: 1.1268, loss: 23.3969, grad_norm: 15.1592 -2022-10-26 21:50:26,847 - mmdet - INFO - Epoch [31][1500/1849] lr: 2.000e-04, eta: 1:21:14, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9318, loss_bbox: 0.7541, loss_iou: 1.1278, d0.loss_cls: 2.0416, d0.loss_bbox: 0.8061, d0.loss_iou: 1.1930, d1.loss_cls: 2.0050, d1.loss_bbox: 0.7884, d1.loss_iou: 1.1696, d2.loss_cls: 1.9724, d2.loss_bbox: 0.7722, d2.loss_iou: 1.1479, d3.loss_cls: 1.9525, d3.loss_bbox: 0.7623, d3.loss_iou: 1.1370, d4.loss_cls: 1.9388, d4.loss_bbox: 0.7559, d4.loss_iou: 1.1306, loss: 23.3870, grad_norm: 15.4282 -2022-10-26 21:50:33,814 - mmdet - INFO - Epoch [31][1550/1849] lr: 2.000e-04, eta: 1:21:08, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9334, loss_bbox: 0.7506, loss_iou: 1.1198, d0.loss_cls: 2.0407, d0.loss_bbox: 0.8038, d0.loss_iou: 1.1842, d1.loss_cls: 2.0103, d1.loss_bbox: 0.7848, d1.loss_iou: 1.1608, d2.loss_cls: 1.9747, d2.loss_bbox: 0.7686, d2.loss_iou: 1.1399, d3.loss_cls: 1.9568, d3.loss_bbox: 0.7593, d3.loss_iou: 1.1290, d4.loss_cls: 1.9398, d4.loss_bbox: 0.7527, d4.loss_iou: 1.1224, loss: 23.3314, grad_norm: 13.9914 -2022-10-26 21:50:40,758 - mmdet - INFO - Epoch [31][1600/1849] lr: 2.000e-04, eta: 1:21:01, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9366, loss_bbox: 0.7531, loss_iou: 1.1272, d0.loss_cls: 2.0386, d0.loss_bbox: 0.8060, d0.loss_iou: 1.1914, d1.loss_cls: 2.0062, d1.loss_bbox: 0.7867, d1.loss_iou: 1.1673, d2.loss_cls: 1.9766, d2.loss_bbox: 0.7711, d2.loss_iou: 1.1462, d3.loss_cls: 1.9572, d3.loss_bbox: 0.7612, d3.loss_iou: 1.1359, d4.loss_cls: 1.9429, d4.loss_bbox: 0.7553, d4.loss_iou: 1.1294, loss: 23.3889, grad_norm: 16.4802 -2022-10-26 21:50:47,709 - mmdet - INFO - Epoch [31][1650/1849] lr: 2.000e-04, eta: 1:20:54, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9250, loss_bbox: 0.7510, loss_iou: 1.1233, d0.loss_cls: 2.0359, d0.loss_bbox: 0.8055, d0.loss_iou: 1.1902, d1.loss_cls: 2.0011, d1.loss_bbox: 0.7848, d1.loss_iou: 1.1667, d2.loss_cls: 1.9721, d2.loss_bbox: 0.7691, d2.loss_iou: 1.1444, d3.loss_cls: 1.9492, d3.loss_bbox: 0.7593, d3.loss_iou: 1.1330, d4.loss_cls: 1.9319, d4.loss_bbox: 0.7531, d4.loss_iou: 1.1265, loss: 23.3223, grad_norm: 18.4633 -2022-10-26 21:50:54,476 - mmdet - INFO - Epoch [31][1700/1849] lr: 2.000e-04, eta: 1:20:47, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9243, loss_bbox: 0.7507, loss_iou: 1.1165, d0.loss_cls: 2.0305, d0.loss_bbox: 0.8042, d0.loss_iou: 1.1819, d1.loss_cls: 1.9986, d1.loss_bbox: 0.7856, d1.loss_iou: 1.1584, d2.loss_cls: 1.9667, d2.loss_bbox: 0.7692, d2.loss_iou: 1.1360, d3.loss_cls: 1.9456, d3.loss_bbox: 0.7586, d3.loss_iou: 1.1259, d4.loss_cls: 1.9311, d4.loss_bbox: 0.7528, d4.loss_iou: 1.1192, loss: 23.2557, grad_norm: 16.3980 -2022-10-26 21:51:01,363 - mmdet - INFO - Epoch [31][1750/1849] lr: 2.000e-04, eta: 1:20:40, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9377, loss_bbox: 0.7513, loss_iou: 1.1224, d0.loss_cls: 2.0478, d0.loss_bbox: 0.8059, d0.loss_iou: 1.1876, d1.loss_cls: 2.0144, d1.loss_bbox: 0.7869, d1.loss_iou: 1.1636, d2.loss_cls: 1.9785, d2.loss_bbox: 0.7706, d2.loss_iou: 1.1425, d3.loss_cls: 1.9596, d3.loss_bbox: 0.7598, d3.loss_iou: 1.1311, d4.loss_cls: 1.9451, d4.loss_bbox: 0.7535, d4.loss_iou: 1.1246, loss: 23.3831, grad_norm: 16.0252 -2022-10-26 21:51:08,248 - mmdet - INFO - Epoch [31][1800/1849] lr: 2.000e-04, eta: 1:20:33, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9361, loss_bbox: 0.7508, loss_iou: 1.1203, d0.loss_cls: 2.0380, d0.loss_bbox: 0.8038, d0.loss_iou: 1.1861, d1.loss_cls: 2.0070, d1.loss_bbox: 0.7858, d1.loss_iou: 1.1625, d2.loss_cls: 1.9752, d2.loss_bbox: 0.7688, d2.loss_iou: 1.1400, d3.loss_cls: 1.9589, d3.loss_bbox: 0.7590, d3.loss_iou: 1.1296, d4.loss_cls: 1.9427, d4.loss_bbox: 0.7525, d4.loss_iou: 1.1226, loss: 23.3396, grad_norm: 15.1044 -2022-10-26 21:51:15,216 - mmdet - INFO - Saving checkpoint at 31 epochs -2022-10-26 21:51:28,301 - mmdet - INFO - Epoch [32][50/1849] lr: 2.000e-04, eta: 1:20:19, time: 0.247, data_time: 0.113, memory: 4401, loss_cls: 1.9012, loss_bbox: 0.7499, loss_iou: 1.1195, d0.loss_cls: 2.0093, d0.loss_bbox: 0.8033, d0.loss_iou: 1.1861, d1.loss_cls: 1.9729, d1.loss_bbox: 0.7844, d1.loss_iou: 1.1618, d2.loss_cls: 1.9414, d2.loss_bbox: 0.7679, d2.loss_iou: 1.1395, d3.loss_cls: 1.9219, d3.loss_bbox: 0.7572, d3.loss_iou: 1.1288, d4.loss_cls: 1.9091, d4.loss_bbox: 0.7517, d4.loss_iou: 1.1225, loss: 23.1282, grad_norm: 17.3851 -2022-10-26 21:51:35,238 - mmdet - INFO - Epoch [32][100/1849] lr: 2.000e-04, eta: 1:20:12, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9126, loss_bbox: 0.7460, loss_iou: 1.1185, d0.loss_cls: 2.0207, d0.loss_bbox: 0.8005, d0.loss_iou: 1.1846, d1.loss_cls: 1.9869, d1.loss_bbox: 0.7813, d1.loss_iou: 1.1596, d2.loss_cls: 1.9549, d2.loss_bbox: 0.7649, d2.loss_iou: 1.1390, d3.loss_cls: 1.9355, d3.loss_bbox: 0.7543, d3.loss_iou: 1.1281, d4.loss_cls: 1.9221, d4.loss_bbox: 0.7481, d4.loss_iou: 1.1215, loss: 23.1792, grad_norm: 15.5354 -2022-10-26 21:51:42,360 - mmdet - INFO - Epoch [32][150/1849] lr: 2.000e-04, eta: 1:20:05, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9298, loss_bbox: 0.7509, loss_iou: 1.1200, d0.loss_cls: 2.0386, d0.loss_bbox: 0.8040, d0.loss_iou: 1.1851, d1.loss_cls: 2.0048, d1.loss_bbox: 0.7851, d1.loss_iou: 1.1610, d2.loss_cls: 1.9723, d2.loss_bbox: 0.7684, d2.loss_iou: 1.1394, d3.loss_cls: 1.9544, d3.loss_bbox: 0.7590, d3.loss_iou: 1.1286, d4.loss_cls: 1.9379, d4.loss_bbox: 0.7529, d4.loss_iou: 1.1225, loss: 23.3148, grad_norm: 14.7766 -2022-10-26 21:51:49,296 - mmdet - INFO - Epoch [32][200/1849] lr: 2.000e-04, eta: 1:19:58, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9317, loss_bbox: 0.7469, loss_iou: 1.1205, d0.loss_cls: 2.0398, d0.loss_bbox: 0.8017, d0.loss_iou: 1.1859, d1.loss_cls: 2.0019, d1.loss_bbox: 0.7813, d1.loss_iou: 1.1617, d2.loss_cls: 1.9729, d2.loss_bbox: 0.7642, d2.loss_iou: 1.1393, d3.loss_cls: 1.9530, d3.loss_bbox: 0.7538, d3.loss_iou: 1.1291, d4.loss_cls: 1.9383, d4.loss_bbox: 0.7487, d4.loss_iou: 1.1234, loss: 23.2941, grad_norm: 14.4064 -2022-10-26 21:51:56,382 - mmdet - INFO - Epoch [32][250/1849] lr: 2.000e-04, eta: 1:19:52, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9338, loss_bbox: 0.7476, loss_iou: 1.1185, d0.loss_cls: 2.0413, d0.loss_bbox: 0.8022, d0.loss_iou: 1.1834, d1.loss_cls: 2.0058, d1.loss_bbox: 0.7838, d1.loss_iou: 1.1611, d2.loss_cls: 1.9741, d2.loss_bbox: 0.7663, d2.loss_iou: 1.1388, d3.loss_cls: 1.9545, d3.loss_bbox: 0.7562, d3.loss_iou: 1.1274, d4.loss_cls: 1.9420, d4.loss_bbox: 0.7494, d4.loss_iou: 1.1211, loss: 23.3072, grad_norm: 15.0227 -2022-10-26 21:52:03,528 - mmdet - INFO - Epoch [32][300/1849] lr: 2.000e-04, eta: 1:19:45, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 1.9271, loss_bbox: 0.7515, loss_iou: 1.1229, d0.loss_cls: 2.0381, d0.loss_bbox: 0.8065, d0.loss_iou: 1.1899, d1.loss_cls: 2.0007, d1.loss_bbox: 0.7872, d1.loss_iou: 1.1643, d2.loss_cls: 1.9684, d2.loss_bbox: 0.7713, d2.loss_iou: 1.1432, d3.loss_cls: 1.9506, d3.loss_bbox: 0.7606, d3.loss_iou: 1.1323, d4.loss_cls: 1.9354, d4.loss_bbox: 0.7535, d4.loss_iou: 1.1256, loss: 23.3291, grad_norm: 14.6219 -2022-10-26 21:52:10,578 - mmdet - INFO - Epoch [32][350/1849] lr: 2.000e-04, eta: 1:19:38, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9272, loss_bbox: 0.7529, loss_iou: 1.1250, d0.loss_cls: 2.0362, d0.loss_bbox: 0.8067, d0.loss_iou: 1.1885, d1.loss_cls: 1.9999, d1.loss_bbox: 0.7872, d1.loss_iou: 1.1661, d2.loss_cls: 1.9676, d2.loss_bbox: 0.7712, d2.loss_iou: 1.1447, d3.loss_cls: 1.9477, d3.loss_bbox: 0.7617, d3.loss_iou: 1.1340, d4.loss_cls: 1.9342, d4.loss_bbox: 0.7553, d4.loss_iou: 1.1277, loss: 23.3341, grad_norm: 15.2749 -2022-10-26 21:52:17,353 - mmdet - INFO - Epoch [32][400/1849] lr: 2.000e-04, eta: 1:19:31, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9266, loss_bbox: 0.7434, loss_iou: 1.1189, d0.loss_cls: 2.0360, d0.loss_bbox: 0.7973, d0.loss_iou: 1.1857, d1.loss_cls: 2.0021, d1.loss_bbox: 0.7779, d1.loss_iou: 1.1602, d2.loss_cls: 1.9680, d2.loss_bbox: 0.7604, d2.loss_iou: 1.1393, d3.loss_cls: 1.9481, d3.loss_bbox: 0.7508, d3.loss_iou: 1.1283, d4.loss_cls: 1.9362, d4.loss_bbox: 0.7450, d4.loss_iou: 1.1219, loss: 23.2461, grad_norm: 15.1877 -2022-10-26 21:52:24,407 - mmdet - INFO - Epoch [32][450/1849] lr: 2.000e-04, eta: 1:19:25, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9232, loss_bbox: 0.7527, loss_iou: 1.1269, d0.loss_cls: 2.0301, d0.loss_bbox: 0.8064, d0.loss_iou: 1.1902, d1.loss_cls: 1.9982, d1.loss_bbox: 0.7882, d1.loss_iou: 1.1679, d2.loss_cls: 1.9648, d2.loss_bbox: 0.7709, d2.loss_iou: 1.1462, d3.loss_cls: 1.9461, d3.loss_bbox: 0.7615, d3.loss_iou: 1.1360, d4.loss_cls: 1.9316, d4.loss_bbox: 0.7550, d4.loss_iou: 1.1294, loss: 23.3253, grad_norm: 16.1795 -2022-10-26 21:52:31,392 - mmdet - INFO - Epoch [32][500/1849] lr: 2.000e-04, eta: 1:19:18, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9294, loss_bbox: 0.7511, loss_iou: 1.1251, d0.loss_cls: 2.0362, d0.loss_bbox: 0.8034, d0.loss_iou: 1.1899, d1.loss_cls: 2.0004, d1.loss_bbox: 0.7847, d1.loss_iou: 1.1663, d2.loss_cls: 1.9704, d2.loss_bbox: 0.7689, d2.loss_iou: 1.1444, d3.loss_cls: 1.9515, d3.loss_bbox: 0.7585, d3.loss_iou: 1.1341, d4.loss_cls: 1.9371, d4.loss_bbox: 0.7529, d4.loss_iou: 1.1279, loss: 23.3323, grad_norm: 15.3587 -2022-10-26 21:52:38,340 - mmdet - INFO - Epoch [32][550/1849] lr: 2.000e-04, eta: 1:19:11, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9426, loss_bbox: 0.7487, loss_iou: 1.1256, d0.loss_cls: 2.0483, d0.loss_bbox: 0.8030, d0.loss_iou: 1.1903, d1.loss_cls: 2.0133, d1.loss_bbox: 0.7845, d1.loss_iou: 1.1673, d2.loss_cls: 1.9837, d2.loss_bbox: 0.7676, d2.loss_iou: 1.1445, d3.loss_cls: 1.9638, d3.loss_bbox: 0.7579, d3.loss_iou: 1.1342, d4.loss_cls: 1.9492, d4.loss_bbox: 0.7512, d4.loss_iou: 1.1280, loss: 23.4038, grad_norm: 15.7111 -2022-10-26 21:52:45,183 - mmdet - INFO - Epoch [32][600/1849] lr: 2.000e-04, eta: 1:19:04, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9203, loss_bbox: 0.7459, loss_iou: 1.1190, d0.loss_cls: 2.0312, d0.loss_bbox: 0.8011, d0.loss_iou: 1.1856, d1.loss_cls: 1.9975, d1.loss_bbox: 0.7805, d1.loss_iou: 1.1603, d2.loss_cls: 1.9636, d2.loss_bbox: 0.7636, d2.loss_iou: 1.1384, d3.loss_cls: 1.9407, d3.loss_bbox: 0.7539, d3.loss_iou: 1.1285, d4.loss_cls: 1.9296, d4.loss_bbox: 0.7481, d4.loss_iou: 1.1216, loss: 23.2294, grad_norm: 15.7338 -2022-10-26 21:52:52,088 - mmdet - INFO - Epoch [32][650/1849] lr: 2.000e-04, eta: 1:18:57, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9220, loss_bbox: 0.7534, loss_iou: 1.1220, d0.loss_cls: 2.0296, d0.loss_bbox: 0.8075, d0.loss_iou: 1.1878, d1.loss_cls: 1.9991, d1.loss_bbox: 0.7880, d1.loss_iou: 1.1651, d2.loss_cls: 1.9650, d2.loss_bbox: 0.7712, d2.loss_iou: 1.1429, d3.loss_cls: 1.9456, d3.loss_bbox: 0.7618, d3.loss_iou: 1.1323, d4.loss_cls: 1.9310, d4.loss_bbox: 0.7557, d4.loss_iou: 1.1245, loss: 23.3043, grad_norm: 16.4088 -2022-10-26 21:52:59,111 - mmdet - INFO - Epoch [32][700/1849] lr: 2.000e-04, eta: 1:18:50, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9218, loss_bbox: 0.7447, loss_iou: 1.1190, d0.loss_cls: 2.0303, d0.loss_bbox: 0.7982, d0.loss_iou: 1.1849, d1.loss_cls: 1.9969, d1.loss_bbox: 0.7796, d1.loss_iou: 1.1598, d2.loss_cls: 1.9649, d2.loss_bbox: 0.7634, d2.loss_iou: 1.1385, d3.loss_cls: 1.9445, d3.loss_bbox: 0.7528, d3.loss_iou: 1.1281, d4.loss_cls: 1.9298, d4.loss_bbox: 0.7469, d4.loss_iou: 1.1219, loss: 23.2260, grad_norm: 15.4591 -2022-10-26 21:53:06,270 - mmdet - INFO - Epoch [32][750/1849] lr: 2.000e-04, eta: 1:18:44, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9270, loss_bbox: 0.7461, loss_iou: 1.1191, d0.loss_cls: 2.0356, d0.loss_bbox: 0.7997, d0.loss_iou: 1.1857, d1.loss_cls: 2.0022, d1.loss_bbox: 0.7809, d1.loss_iou: 1.1619, d2.loss_cls: 1.9683, d2.loss_bbox: 0.7643, d2.loss_iou: 1.1388, d3.loss_cls: 1.9502, d3.loss_bbox: 0.7540, d3.loss_iou: 1.1284, d4.loss_cls: 1.9353, d4.loss_bbox: 0.7484, d4.loss_iou: 1.1216, loss: 23.2676, grad_norm: 15.0012 -2022-10-26 21:53:13,266 - mmdet - INFO - Epoch [32][800/1849] lr: 2.000e-04, eta: 1:18:37, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9342, loss_bbox: 0.7515, loss_iou: 1.1283, d0.loss_cls: 2.0443, d0.loss_bbox: 0.8040, d0.loss_iou: 1.1913, d1.loss_cls: 2.0084, d1.loss_bbox: 0.7849, d1.loss_iou: 1.1688, d2.loss_cls: 1.9765, d2.loss_bbox: 0.7694, d2.loss_iou: 1.1480, d3.loss_cls: 1.9582, d3.loss_bbox: 0.7591, d3.loss_iou: 1.1374, d4.loss_cls: 1.9435, d4.loss_bbox: 0.7534, d4.loss_iou: 1.1305, loss: 23.3918, grad_norm: 13.9831 -2022-10-26 21:53:20,106 - mmdet - INFO - Epoch [32][850/1849] lr: 2.000e-04, eta: 1:18:30, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9178, loss_bbox: 0.7522, loss_iou: 1.1249, d0.loss_cls: 2.0227, d0.loss_bbox: 0.8049, d0.loss_iou: 1.1904, d1.loss_cls: 1.9880, d1.loss_bbox: 0.7859, d1.loss_iou: 1.1664, d2.loss_cls: 1.9600, d2.loss_bbox: 0.7706, d2.loss_iou: 1.1449, d3.loss_cls: 1.9413, d3.loss_bbox: 0.7608, d3.loss_iou: 1.1348, d4.loss_cls: 1.9258, d4.loss_bbox: 0.7551, d4.loss_iou: 1.1275, loss: 23.2742, grad_norm: 15.7172 -2022-10-26 21:53:27,121 - mmdet - INFO - Epoch [32][900/1849] lr: 2.000e-04, eta: 1:18:23, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9357, loss_bbox: 0.7485, loss_iou: 1.1144, d0.loss_cls: 2.0468, d0.loss_bbox: 0.8024, d0.loss_iou: 1.1819, d1.loss_cls: 2.0148, d1.loss_bbox: 0.7837, d1.loss_iou: 1.1568, d2.loss_cls: 1.9794, d2.loss_bbox: 0.7660, d2.loss_iou: 1.1346, d3.loss_cls: 1.9608, d3.loss_bbox: 0.7566, d3.loss_iou: 1.1245, d4.loss_cls: 1.9448, d4.loss_bbox: 0.7510, d4.loss_iou: 1.1173, loss: 23.3200, grad_norm: 15.0240 -2022-10-26 21:53:34,225 - mmdet - INFO - Epoch [32][950/1849] lr: 2.000e-04, eta: 1:18:17, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9381, loss_bbox: 0.7479, loss_iou: 1.1192, d0.loss_cls: 2.0437, d0.loss_bbox: 0.8023, d0.loss_iou: 1.1848, d1.loss_cls: 2.0104, d1.loss_bbox: 0.7819, d1.loss_iou: 1.1607, d2.loss_cls: 1.9765, d2.loss_bbox: 0.7664, d2.loss_iou: 1.1388, d3.loss_cls: 1.9588, d3.loss_bbox: 0.7568, d3.loss_iou: 1.1278, d4.loss_cls: 1.9463, d4.loss_bbox: 0.7505, d4.loss_iou: 1.1215, loss: 23.3325, grad_norm: 15.6146 -2022-10-26 21:53:41,141 - mmdet - INFO - Epoch [32][1000/1849] lr: 2.000e-04, eta: 1:18:10, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9302, loss_bbox: 0.7519, loss_iou: 1.1231, d0.loss_cls: 2.0379, d0.loss_bbox: 0.8047, d0.loss_iou: 1.1885, d1.loss_cls: 2.0057, d1.loss_bbox: 0.7867, d1.loss_iou: 1.1649, d2.loss_cls: 1.9743, d2.loss_bbox: 0.7701, d2.loss_iou: 1.1431, d3.loss_cls: 1.9528, d3.loss_bbox: 0.7600, d3.loss_iou: 1.1331, d4.loss_cls: 1.9397, d4.loss_bbox: 0.7534, d4.loss_iou: 1.1262, loss: 23.3463, grad_norm: 14.5560 -2022-10-26 21:53:47,974 - mmdet - INFO - Epoch [32][1050/1849] lr: 2.000e-04, eta: 1:18:03, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9474, loss_bbox: 0.7549, loss_iou: 1.1266, d0.loss_cls: 2.0524, d0.loss_bbox: 0.8067, d0.loss_iou: 1.1930, d1.loss_cls: 2.0205, d1.loss_bbox: 0.7890, d1.loss_iou: 1.1690, d2.loss_cls: 1.9889, d2.loss_bbox: 0.7728, d2.loss_iou: 1.1469, d3.loss_cls: 1.9693, d3.loss_bbox: 0.7631, d3.loss_iou: 1.1358, d4.loss_cls: 1.9552, d4.loss_bbox: 0.7569, d4.loss_iou: 1.1295, loss: 23.4781, grad_norm: 14.3190 -2022-10-26 21:53:54,975 - mmdet - INFO - Epoch [32][1100/1849] lr: 2.000e-04, eta: 1:17:56, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9257, loss_bbox: 0.7499, loss_iou: 1.1202, d0.loss_cls: 2.0326, d0.loss_bbox: 0.8040, d0.loss_iou: 1.1857, d1.loss_cls: 2.0034, d1.loss_bbox: 0.7839, d1.loss_iou: 1.1619, d2.loss_cls: 1.9695, d2.loss_bbox: 0.7674, d2.loss_iou: 1.1406, d3.loss_cls: 1.9491, d3.loss_bbox: 0.7578, d3.loss_iou: 1.1300, d4.loss_cls: 1.9336, d4.loss_bbox: 0.7511, d4.loss_iou: 1.1230, loss: 23.2898, grad_norm: 15.2685 -2022-10-26 21:54:01,977 - mmdet - INFO - Epoch [32][1150/1849] lr: 2.000e-04, eta: 1:17:49, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9346, loss_bbox: 0.7476, loss_iou: 1.1173, d0.loss_cls: 2.0459, d0.loss_bbox: 0.8015, d0.loss_iou: 1.1826, d1.loss_cls: 2.0091, d1.loss_bbox: 0.7809, d1.loss_iou: 1.1605, d2.loss_cls: 1.9793, d2.loss_bbox: 0.7649, d2.loss_iou: 1.1370, d3.loss_cls: 1.9560, d3.loss_bbox: 0.7550, d3.loss_iou: 1.1269, d4.loss_cls: 1.9414, d4.loss_bbox: 0.7493, d4.loss_iou: 1.1196, loss: 23.3097, grad_norm: 14.2986 -2022-10-26 21:54:08,862 - mmdet - INFO - Epoch [32][1200/1849] lr: 2.000e-04, eta: 1:17:42, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9232, loss_bbox: 0.7517, loss_iou: 1.1191, d0.loss_cls: 2.0335, d0.loss_bbox: 0.8062, d0.loss_iou: 1.1847, d1.loss_cls: 1.9975, d1.loss_bbox: 0.7861, d1.loss_iou: 1.1594, d2.loss_cls: 1.9655, d2.loss_bbox: 0.7708, d2.loss_iou: 1.1385, d3.loss_cls: 1.9449, d3.loss_bbox: 0.7605, d3.loss_iou: 1.1277, d4.loss_cls: 1.9313, d4.loss_bbox: 0.7538, d4.loss_iou: 1.1214, loss: 23.2757, grad_norm: 15.5820 -2022-10-26 21:54:15,858 - mmdet - INFO - Epoch [32][1250/1849] lr: 2.000e-04, eta: 1:17:36, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9307, loss_bbox: 0.7509, loss_iou: 1.1253, d0.loss_cls: 2.0375, d0.loss_bbox: 0.8040, d0.loss_iou: 1.1919, d1.loss_cls: 2.0065, d1.loss_bbox: 0.7859, d1.loss_iou: 1.1682, d2.loss_cls: 1.9720, d2.loss_bbox: 0.7693, d2.loss_iou: 1.1475, d3.loss_cls: 1.9514, d3.loss_bbox: 0.7585, d3.loss_iou: 1.1356, d4.loss_cls: 1.9374, d4.loss_bbox: 0.7529, d4.loss_iou: 1.1282, loss: 23.3536, grad_norm: 14.6114 -2022-10-26 21:54:23,022 - mmdet - INFO - Epoch [32][1300/1849] lr: 2.000e-04, eta: 1:17:29, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 1.9322, loss_bbox: 0.7477, loss_iou: 1.1194, d0.loss_cls: 2.0411, d0.loss_bbox: 0.8023, d0.loss_iou: 1.1847, d1.loss_cls: 2.0069, d1.loss_bbox: 0.7829, d1.loss_iou: 1.1617, d2.loss_cls: 1.9746, d2.loss_bbox: 0.7667, d2.loss_iou: 1.1387, d3.loss_cls: 1.9540, d3.loss_bbox: 0.7557, d3.loss_iou: 1.1291, d4.loss_cls: 1.9394, d4.loss_bbox: 0.7501, d4.loss_iou: 1.1218, loss: 23.3088, grad_norm: 15.8348 -2022-10-26 21:54:30,144 - mmdet - INFO - Epoch [32][1350/1849] lr: 2.000e-04, eta: 1:17:22, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9355, loss_bbox: 0.7488, loss_iou: 1.1220, d0.loss_cls: 2.0462, d0.loss_bbox: 0.8008, d0.loss_iou: 1.1883, d1.loss_cls: 2.0092, d1.loss_bbox: 0.7827, d1.loss_iou: 1.1645, d2.loss_cls: 1.9802, d2.loss_bbox: 0.7671, d2.loss_iou: 1.1425, d3.loss_cls: 1.9586, d3.loss_bbox: 0.7567, d3.loss_iou: 1.1311, d4.loss_cls: 1.9429, d4.loss_bbox: 0.7504, d4.loss_iou: 1.1248, loss: 23.3525, grad_norm: 16.5254 -2022-10-26 21:54:37,118 - mmdet - INFO - Epoch [32][1400/1849] lr: 2.000e-04, eta: 1:17:15, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9237, loss_bbox: 0.7536, loss_iou: 1.1254, d0.loss_cls: 2.0277, d0.loss_bbox: 0.8079, d0.loss_iou: 1.1906, d1.loss_cls: 1.9959, d1.loss_bbox: 0.7876, d1.loss_iou: 1.1653, d2.loss_cls: 1.9665, d2.loss_bbox: 0.7713, d2.loss_iou: 1.1445, d3.loss_cls: 1.9479, d3.loss_bbox: 0.7614, d3.loss_iou: 1.1339, d4.loss_cls: 1.9338, d4.loss_bbox: 0.7561, d4.loss_iou: 1.1275, loss: 23.3207, grad_norm: 14.0696 -2022-10-26 21:54:44,189 - mmdet - INFO - Epoch [32][1450/1849] lr: 2.000e-04, eta: 1:17:09, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9260, loss_bbox: 0.7491, loss_iou: 1.1216, d0.loss_cls: 2.0332, d0.loss_bbox: 0.8007, d0.loss_iou: 1.1866, d1.loss_cls: 1.9980, d1.loss_bbox: 0.7829, d1.loss_iou: 1.1637, d2.loss_cls: 1.9660, d2.loss_bbox: 0.7670, d2.loss_iou: 1.1421, d3.loss_cls: 1.9463, d3.loss_bbox: 0.7576, d3.loss_iou: 1.1315, d4.loss_cls: 1.9357, d4.loss_bbox: 0.7511, d4.loss_iou: 1.1246, loss: 23.2837, grad_norm: 16.0808 -2022-10-26 21:54:51,301 - mmdet - INFO - Epoch [32][1500/1849] lr: 2.000e-04, eta: 1:17:02, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9307, loss_bbox: 0.7451, loss_iou: 1.1174, d0.loss_cls: 2.0382, d0.loss_bbox: 0.7996, d0.loss_iou: 1.1839, d1.loss_cls: 2.0040, d1.loss_bbox: 0.7791, d1.loss_iou: 1.1593, d2.loss_cls: 1.9726, d2.loss_bbox: 0.7638, d2.loss_iou: 1.1375, d3.loss_cls: 1.9522, d3.loss_bbox: 0.7534, d3.loss_iou: 1.1263, d4.loss_cls: 1.9399, d4.loss_bbox: 0.7475, d4.loss_iou: 1.1200, loss: 23.2705, grad_norm: 15.9880 -2022-10-26 21:54:58,333 - mmdet - INFO - Epoch [32][1550/1849] lr: 2.000e-04, eta: 1:16:55, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9302, loss_bbox: 0.7515, loss_iou: 1.1241, d0.loss_cls: 2.0309, d0.loss_bbox: 0.8036, d0.loss_iou: 1.1901, d1.loss_cls: 2.0002, d1.loss_bbox: 0.7844, d1.loss_iou: 1.1663, d2.loss_cls: 1.9677, d2.loss_bbox: 0.7684, d2.loss_iou: 1.1441, d3.loss_cls: 1.9514, d3.loss_bbox: 0.7591, d3.loss_iou: 1.1340, d4.loss_cls: 1.9355, d4.loss_bbox: 0.7536, d4.loss_iou: 1.1271, loss: 23.3221, grad_norm: 15.5122 -2022-10-26 21:55:05,380 - mmdet - INFO - Epoch [32][1600/1849] lr: 2.000e-04, eta: 1:16:48, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9364, loss_bbox: 0.7501, loss_iou: 1.1204, d0.loss_cls: 2.0453, d0.loss_bbox: 0.8029, d0.loss_iou: 1.1862, d1.loss_cls: 2.0079, d1.loss_bbox: 0.7846, d1.loss_iou: 1.1632, d2.loss_cls: 1.9792, d2.loss_bbox: 0.7688, d2.loss_iou: 1.1412, d3.loss_cls: 1.9584, d3.loss_bbox: 0.7584, d3.loss_iou: 1.1300, d4.loss_cls: 1.9434, d4.loss_bbox: 0.7517, d4.loss_iou: 1.1234, loss: 23.3517, grad_norm: 14.2598 -2022-10-26 21:55:12,457 - mmdet - INFO - Epoch [32][1650/1849] lr: 2.000e-04, eta: 1:16:42, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9142, loss_bbox: 0.7494, loss_iou: 1.1231, d0.loss_cls: 2.0244, d0.loss_bbox: 0.8037, d0.loss_iou: 1.1889, d1.loss_cls: 1.9857, d1.loss_bbox: 0.7831, d1.loss_iou: 1.1642, d2.loss_cls: 1.9565, d2.loss_bbox: 0.7680, d2.loss_iou: 1.1434, d3.loss_cls: 1.9357, d3.loss_bbox: 0.7574, d3.loss_iou: 1.1320, d4.loss_cls: 1.9214, d4.loss_bbox: 0.7515, d4.loss_iou: 1.1253, loss: 23.2278, grad_norm: 16.0555 -2022-10-26 21:55:19,532 - mmdet - INFO - Epoch [32][1700/1849] lr: 2.000e-04, eta: 1:16:35, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9469, loss_bbox: 0.7487, loss_iou: 1.1229, d0.loss_cls: 2.0524, d0.loss_bbox: 0.8021, d0.loss_iou: 1.1887, d1.loss_cls: 2.0175, d1.loss_bbox: 0.7839, d1.loss_iou: 1.1641, d2.loss_cls: 1.9891, d2.loss_bbox: 0.7671, d2.loss_iou: 1.1417, d3.loss_cls: 1.9694, d3.loss_bbox: 0.7576, d3.loss_iou: 1.1313, d4.loss_cls: 1.9540, d4.loss_bbox: 0.7512, d4.loss_iou: 1.1251, loss: 23.4139, grad_norm: 14.8224 -2022-10-26 21:55:26,601 - mmdet - INFO - Epoch [32][1750/1849] lr: 2.000e-04, eta: 1:16:28, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9347, loss_bbox: 0.7513, loss_iou: 1.1249, d0.loss_cls: 2.0443, d0.loss_bbox: 0.8031, d0.loss_iou: 1.1897, d1.loss_cls: 2.0099, d1.loss_bbox: 0.7862, d1.loss_iou: 1.1675, d2.loss_cls: 1.9788, d2.loss_bbox: 0.7695, d2.loss_iou: 1.1445, d3.loss_cls: 1.9583, d3.loss_bbox: 0.7594, d3.loss_iou: 1.1347, d4.loss_cls: 1.9452, d4.loss_bbox: 0.7536, d4.loss_iou: 1.1272, loss: 23.3828, grad_norm: 16.5457 -2022-10-26 21:55:33,679 - mmdet - INFO - Epoch [32][1800/1849] lr: 2.000e-04, eta: 1:16:21, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9357, loss_bbox: 0.7507, loss_iou: 1.1248, d0.loss_cls: 2.0447, d0.loss_bbox: 0.8038, d0.loss_iou: 1.1903, d1.loss_cls: 2.0101, d1.loss_bbox: 0.7854, d1.loss_iou: 1.1674, d2.loss_cls: 1.9780, d2.loss_bbox: 0.7685, d2.loss_iou: 1.1451, d3.loss_cls: 1.9589, d3.loss_bbox: 0.7593, d3.loss_iou: 1.1336, d4.loss_cls: 1.9443, d4.loss_bbox: 0.7527, d4.loss_iou: 1.1271, loss: 23.3804, grad_norm: 16.2002 -2022-10-26 21:55:40,622 - mmdet - INFO - Saving checkpoint at 32 epochs -2022-10-26 21:55:56,838 - mmdet - INFO - Epoch [33][50/1849] lr: 2.000e-04, eta: 1:16:09, time: 0.310, data_time: 0.066, memory: 4401, loss_cls: 1.9192, loss_bbox: 0.7453, loss_iou: 1.1201, d0.loss_cls: 2.0312, d0.loss_bbox: 0.7996, d0.loss_iou: 1.1861, d1.loss_cls: 1.9948, d1.loss_bbox: 0.7805, d1.loss_iou: 1.1625, d2.loss_cls: 1.9652, d2.loss_bbox: 0.7637, d2.loss_iou: 1.1402, d3.loss_cls: 1.9422, d3.loss_bbox: 0.7531, d3.loss_iou: 1.1303, d4.loss_cls: 1.9284, d4.loss_bbox: 0.7474, d4.loss_iou: 1.1232, loss: 23.2331, grad_norm: 14.8222 -2022-10-26 21:56:04,165 - mmdet - INFO - Epoch [33][100/1849] lr: 2.000e-04, eta: 1:16:02, time: 0.147, data_time: 0.006, memory: 4401, loss_cls: 1.9239, loss_bbox: 0.7501, loss_iou: 1.1200, d0.loss_cls: 2.0330, d0.loss_bbox: 0.8053, d0.loss_iou: 1.1862, d1.loss_cls: 2.0006, d1.loss_bbox: 0.7842, d1.loss_iou: 1.1624, d2.loss_cls: 1.9674, d2.loss_bbox: 0.7682, d2.loss_iou: 1.1402, d3.loss_cls: 1.9475, d3.loss_bbox: 0.7585, d3.loss_iou: 1.1294, d4.loss_cls: 1.9322, d4.loss_bbox: 0.7526, d4.loss_iou: 1.1221, loss: 23.2837, grad_norm: 16.1001 -2022-10-26 21:56:11,342 - mmdet - INFO - Epoch [33][150/1849] lr: 2.000e-04, eta: 1:15:55, time: 0.144, data_time: 0.006, memory: 4401, loss_cls: 1.9189, loss_bbox: 0.7492, loss_iou: 1.1204, d0.loss_cls: 2.0312, d0.loss_bbox: 0.8062, d0.loss_iou: 1.1870, d1.loss_cls: 1.9963, d1.loss_bbox: 0.7849, d1.loss_iou: 1.1612, d2.loss_cls: 1.9647, d2.loss_bbox: 0.7680, d2.loss_iou: 1.1395, d3.loss_cls: 1.9442, d3.loss_bbox: 0.7571, d3.loss_iou: 1.1292, d4.loss_cls: 1.9283, d4.loss_bbox: 0.7522, d4.loss_iou: 1.1228, loss: 23.2614, grad_norm: 14.6658 -2022-10-26 21:56:18,714 - mmdet - INFO - Epoch [33][200/1849] lr: 2.000e-04, eta: 1:15:49, time: 0.147, data_time: 0.006, memory: 4401, loss_cls: 1.9216, loss_bbox: 0.7531, loss_iou: 1.1237, d0.loss_cls: 2.0280, d0.loss_bbox: 0.8061, d0.loss_iou: 1.1906, d1.loss_cls: 1.9934, d1.loss_bbox: 0.7869, d1.loss_iou: 1.1658, d2.loss_cls: 1.9610, d2.loss_bbox: 0.7703, d2.loss_iou: 1.1446, d3.loss_cls: 1.9428, d3.loss_bbox: 0.7606, d3.loss_iou: 1.1332, d4.loss_cls: 1.9290, d4.loss_bbox: 0.7552, d4.loss_iou: 1.1261, loss: 23.2921, grad_norm: 15.9680 -2022-10-26 21:56:25,851 - mmdet - INFO - Epoch [33][250/1849] lr: 2.000e-04, eta: 1:15:42, time: 0.143, data_time: 0.006, memory: 4401, loss_cls: 1.9366, loss_bbox: 0.7504, loss_iou: 1.1234, d0.loss_cls: 2.0447, d0.loss_bbox: 0.8038, d0.loss_iou: 1.1879, d1.loss_cls: 2.0103, d1.loss_bbox: 0.7850, d1.loss_iou: 1.1644, d2.loss_cls: 1.9774, d2.loss_bbox: 0.7680, d2.loss_iou: 1.1422, d3.loss_cls: 1.9599, d3.loss_bbox: 0.7584, d3.loss_iou: 1.1322, d4.loss_cls: 1.9449, d4.loss_bbox: 0.7524, d4.loss_iou: 1.1256, loss: 23.3674, grad_norm: 14.7410 -2022-10-26 21:56:32,882 - mmdet - INFO - Epoch [33][300/1849] lr: 2.000e-04, eta: 1:15:35, time: 0.141, data_time: 0.006, memory: 4401, loss_cls: 1.9206, loss_bbox: 0.7431, loss_iou: 1.1187, d0.loss_cls: 2.0308, d0.loss_bbox: 0.7980, d0.loss_iou: 1.1840, d1.loss_cls: 1.9937, d1.loss_bbox: 0.7795, d1.loss_iou: 1.1612, d2.loss_cls: 1.9652, d2.loss_bbox: 0.7621, d2.loss_iou: 1.1390, d3.loss_cls: 1.9431, d3.loss_bbox: 0.7517, d3.loss_iou: 1.1281, d4.loss_cls: 1.9285, d4.loss_bbox: 0.7449, d4.loss_iou: 1.1207, loss: 23.2131, grad_norm: 17.1999 -2022-10-26 21:56:39,966 - mmdet - INFO - Epoch [33][350/1849] lr: 2.000e-04, eta: 1:15:28, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9261, loss_bbox: 0.7477, loss_iou: 1.1196, d0.loss_cls: 2.0339, d0.loss_bbox: 0.8006, d0.loss_iou: 1.1859, d1.loss_cls: 2.0003, d1.loss_bbox: 0.7822, d1.loss_iou: 1.1612, d2.loss_cls: 1.9665, d2.loss_bbox: 0.7656, d2.loss_iou: 1.1390, d3.loss_cls: 1.9452, d3.loss_bbox: 0.7559, d3.loss_iou: 1.1283, d4.loss_cls: 1.9339, d4.loss_bbox: 0.7493, d4.loss_iou: 1.1222, loss: 23.2635, grad_norm: 15.7688 -2022-10-26 21:56:46,930 - mmdet - INFO - Epoch [33][400/1849] lr: 2.000e-04, eta: 1:15:22, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9062, loss_bbox: 0.7400, loss_iou: 1.1146, d0.loss_cls: 2.0172, d0.loss_bbox: 0.7954, d0.loss_iou: 1.1822, d1.loss_cls: 1.9818, d1.loss_bbox: 0.7747, d1.loss_iou: 1.1573, d2.loss_cls: 1.9480, d2.loss_bbox: 0.7583, d2.loss_iou: 1.1355, d3.loss_cls: 1.9274, d3.loss_bbox: 0.7475, d3.loss_iou: 1.1241, d4.loss_cls: 1.9130, d4.loss_bbox: 0.7423, d4.loss_iou: 1.1176, loss: 23.0830, grad_norm: 16.2418 -2022-10-26 21:56:53,942 - mmdet - INFO - Epoch [33][450/1849] lr: 2.000e-04, eta: 1:15:15, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9346, loss_bbox: 0.7497, loss_iou: 1.1178, d0.loss_cls: 2.0447, d0.loss_bbox: 0.8027, d0.loss_iou: 1.1843, d1.loss_cls: 2.0098, d1.loss_bbox: 0.7830, d1.loss_iou: 1.1612, d2.loss_cls: 1.9778, d2.loss_bbox: 0.7674, d2.loss_iou: 1.1379, d3.loss_cls: 1.9577, d3.loss_bbox: 0.7581, d3.loss_iou: 1.1277, d4.loss_cls: 1.9425, d4.loss_bbox: 0.7522, d4.loss_iou: 1.1209, loss: 23.3300, grad_norm: 15.3772 -2022-10-26 21:57:01,073 - mmdet - INFO - Epoch [33][500/1849] lr: 2.000e-04, eta: 1:15:08, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9262, loss_bbox: 0.7490, loss_iou: 1.1240, d0.loss_cls: 2.0357, d0.loss_bbox: 0.8040, d0.loss_iou: 1.1902, d1.loss_cls: 2.0034, d1.loss_bbox: 0.7832, d1.loss_iou: 1.1652, d2.loss_cls: 1.9717, d2.loss_bbox: 0.7676, d2.loss_iou: 1.1442, d3.loss_cls: 1.9493, d3.loss_bbox: 0.7576, d3.loss_iou: 1.1337, d4.loss_cls: 1.9342, d4.loss_bbox: 0.7514, d4.loss_iou: 1.1271, loss: 23.3178, grad_norm: 15.4334 -2022-10-26 21:57:08,206 - mmdet - INFO - Epoch [33][550/1849] lr: 2.000e-04, eta: 1:15:01, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9290, loss_bbox: 0.7461, loss_iou: 1.1171, d0.loss_cls: 2.0403, d0.loss_bbox: 0.8015, d0.loss_iou: 1.1839, d1.loss_cls: 2.0049, d1.loss_bbox: 0.7808, d1.loss_iou: 1.1595, d2.loss_cls: 1.9734, d2.loss_bbox: 0.7639, d2.loss_iou: 1.1369, d3.loss_cls: 1.9511, d3.loss_bbox: 0.7544, d3.loss_iou: 1.1262, d4.loss_cls: 1.9381, d4.loss_bbox: 0.7486, d4.loss_iou: 1.1196, loss: 23.2753, grad_norm: 15.2550 -2022-10-26 21:57:15,139 - mmdet - INFO - Epoch [33][600/1849] lr: 2.000e-04, eta: 1:14:55, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9227, loss_bbox: 0.7485, loss_iou: 1.1246, d0.loss_cls: 2.0305, d0.loss_bbox: 0.8009, d0.loss_iou: 1.1888, d1.loss_cls: 1.9987, d1.loss_bbox: 0.7825, d1.loss_iou: 1.1644, d2.loss_cls: 1.9636, d2.loss_bbox: 0.7657, d2.loss_iou: 1.1430, d3.loss_cls: 1.9432, d3.loss_bbox: 0.7563, d3.loss_iou: 1.1325, d4.loss_cls: 1.9303, d4.loss_bbox: 0.7504, d4.loss_iou: 1.1270, loss: 23.2737, grad_norm: 14.8133 -2022-10-26 21:57:22,043 - mmdet - INFO - Epoch [33][650/1849] lr: 2.000e-04, eta: 1:14:48, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9320, loss_bbox: 0.7575, loss_iou: 1.1251, d0.loss_cls: 2.0385, d0.loss_bbox: 0.8129, d0.loss_iou: 1.1896, d1.loss_cls: 2.0054, d1.loss_bbox: 0.7911, d1.loss_iou: 1.1654, d2.loss_cls: 1.9720, d2.loss_bbox: 0.7751, d2.loss_iou: 1.1449, d3.loss_cls: 1.9541, d3.loss_bbox: 0.7653, d3.loss_iou: 1.1341, d4.loss_cls: 1.9395, d4.loss_bbox: 0.7593, d4.loss_iou: 1.1278, loss: 23.3897, grad_norm: 15.6458 -2022-10-26 21:57:29,315 - mmdet - INFO - Epoch [33][700/1849] lr: 2.000e-04, eta: 1:14:41, time: 0.145, data_time: 0.005, memory: 4401, loss_cls: 1.9130, loss_bbox: 0.7482, loss_iou: 1.1242, d0.loss_cls: 2.0243, d0.loss_bbox: 0.8025, d0.loss_iou: 1.1890, d1.loss_cls: 1.9856, d1.loss_bbox: 0.7846, d1.loss_iou: 1.1666, d2.loss_cls: 1.9549, d2.loss_bbox: 0.7673, d2.loss_iou: 1.1439, d3.loss_cls: 1.9349, d3.loss_bbox: 0.7566, d3.loss_iou: 1.1337, d4.loss_cls: 1.9215, d4.loss_bbox: 0.7503, d4.loss_iou: 1.1266, loss: 23.2277, grad_norm: 15.7980 -2022-10-26 21:57:36,426 - mmdet - INFO - Epoch [33][750/1849] lr: 2.000e-04, eta: 1:14:34, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9255, loss_bbox: 0.7474, loss_iou: 1.1193, d0.loss_cls: 2.0248, d0.loss_bbox: 0.8017, d0.loss_iou: 1.1862, d1.loss_cls: 2.0011, d1.loss_bbox: 0.7813, d1.loss_iou: 1.1608, d2.loss_cls: 1.9657, d2.loss_bbox: 0.7643, d2.loss_iou: 1.1394, d3.loss_cls: 1.9465, d3.loss_bbox: 0.7547, d3.loss_iou: 1.1288, d4.loss_cls: 1.9324, d4.loss_bbox: 0.7491, d4.loss_iou: 1.1222, loss: 23.2514, grad_norm: 15.6298 -2022-10-26 21:57:43,674 - mmdet - INFO - Epoch [33][800/1849] lr: 2.000e-04, eta: 1:14:28, time: 0.145, data_time: 0.004, memory: 4401, loss_cls: 1.9414, loss_bbox: 0.7465, loss_iou: 1.1218, d0.loss_cls: 2.0468, d0.loss_bbox: 0.7999, d0.loss_iou: 1.1867, d1.loss_cls: 2.0168, d1.loss_bbox: 0.7808, d1.loss_iou: 1.1629, d2.loss_cls: 1.9823, d2.loss_bbox: 0.7646, d2.loss_iou: 1.1417, d3.loss_cls: 1.9611, d3.loss_bbox: 0.7539, d3.loss_iou: 1.1315, d4.loss_cls: 1.9477, d4.loss_bbox: 0.7487, d4.loss_iou: 1.1243, loss: 23.3592, grad_norm: 15.2880 -2022-10-26 21:57:50,620 - mmdet - INFO - Epoch [33][850/1849] lr: 2.000e-04, eta: 1:14:21, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9233, loss_bbox: 0.7437, loss_iou: 1.1152, d0.loss_cls: 2.0309, d0.loss_bbox: 0.7988, d0.loss_iou: 1.1821, d1.loss_cls: 1.9997, d1.loss_bbox: 0.7781, d1.loss_iou: 1.1577, d2.loss_cls: 1.9663, d2.loss_bbox: 0.7612, d2.loss_iou: 1.1360, d3.loss_cls: 1.9473, d3.loss_bbox: 0.7512, d3.loss_iou: 1.1243, d4.loss_cls: 1.9323, d4.loss_bbox: 0.7453, d4.loss_iou: 1.1182, loss: 23.2116, grad_norm: 15.0883 -2022-10-26 21:57:57,680 - mmdet - INFO - Epoch [33][900/1849] lr: 2.000e-04, eta: 1:14:14, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9123, loss_bbox: 0.7493, loss_iou: 1.1177, d0.loss_cls: 2.0173, d0.loss_bbox: 0.8041, d0.loss_iou: 1.1848, d1.loss_cls: 1.9822, d1.loss_bbox: 0.7846, d1.loss_iou: 1.1607, d2.loss_cls: 1.9527, d2.loss_bbox: 0.7673, d2.loss_iou: 1.1380, d3.loss_cls: 1.9336, d3.loss_bbox: 0.7570, d3.loss_iou: 1.1270, d4.loss_cls: 1.9205, d4.loss_bbox: 0.7514, d4.loss_iou: 1.1200, loss: 23.1805, grad_norm: 13.6187 -2022-10-26 21:58:04,760 - mmdet - INFO - Epoch [33][950/1849] lr: 2.000e-04, eta: 1:14:07, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9185, loss_bbox: 0.7476, loss_iou: 1.1207, d0.loss_cls: 2.0251, d0.loss_bbox: 0.8019, d0.loss_iou: 1.1862, d1.loss_cls: 1.9928, d1.loss_bbox: 0.7834, d1.loss_iou: 1.1635, d2.loss_cls: 1.9615, d2.loss_bbox: 0.7667, d2.loss_iou: 1.1408, d3.loss_cls: 1.9412, d3.loss_bbox: 0.7565, d3.loss_iou: 1.1297, d4.loss_cls: 1.9261, d4.loss_bbox: 0.7495, d4.loss_iou: 1.1235, loss: 23.2350, grad_norm: 16.4248 -2022-10-26 21:58:11,945 - mmdet - INFO - Epoch [33][1000/1849] lr: 2.000e-04, eta: 1:14:00, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.9296, loss_bbox: 0.7475, loss_iou: 1.1175, d0.loss_cls: 2.0388, d0.loss_bbox: 0.8020, d0.loss_iou: 1.1829, d1.loss_cls: 2.0075, d1.loss_bbox: 0.7828, d1.loss_iou: 1.1594, d2.loss_cls: 1.9735, d2.loss_bbox: 0.7663, d2.loss_iou: 1.1369, d3.loss_cls: 1.9524, d3.loss_bbox: 0.7560, d3.loss_iou: 1.1269, d4.loss_cls: 1.9373, d4.loss_bbox: 0.7500, d4.loss_iou: 1.1200, loss: 23.2874, grad_norm: 15.8094 -2022-10-26 21:58:18,921 - mmdet - INFO - Epoch [33][1050/1849] lr: 2.000e-04, eta: 1:13:54, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9171, loss_bbox: 0.7477, loss_iou: 1.1187, d0.loss_cls: 2.0221, d0.loss_bbox: 0.8023, d0.loss_iou: 1.1852, d1.loss_cls: 1.9876, d1.loss_bbox: 0.7819, d1.loss_iou: 1.1619, d2.loss_cls: 1.9572, d2.loss_bbox: 0.7663, d2.loss_iou: 1.1393, d3.loss_cls: 1.9362, d3.loss_bbox: 0.7563, d3.loss_iou: 1.1287, d4.loss_cls: 1.9233, d4.loss_bbox: 0.7498, d4.loss_iou: 1.1214, loss: 23.2030, grad_norm: 13.9435 -2022-10-26 21:58:31,151 - mmdet - INFO - Epoch [33][1100/1849] lr: 2.000e-04, eta: 1:13:50, time: 0.245, data_time: 0.005, memory: 4401, loss_cls: 1.9322, loss_bbox: 0.7527, loss_iou: 1.1244, d0.loss_cls: 2.0376, d0.loss_bbox: 0.8071, d0.loss_iou: 1.1929, d1.loss_cls: 2.0055, d1.loss_bbox: 0.7882, d1.loss_iou: 1.1673, d2.loss_cls: 1.9747, d2.loss_bbox: 0.7715, d2.loss_iou: 1.1447, d3.loss_cls: 1.9553, d3.loss_bbox: 0.7614, d3.loss_iou: 1.1339, d4.loss_cls: 1.9411, d4.loss_bbox: 0.7548, d4.loss_iou: 1.1269, loss: 23.3723, grad_norm: 16.0278 -2022-10-26 21:58:38,217 - mmdet - INFO - Epoch [33][1150/1849] lr: 2.000e-04, eta: 1:13:43, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9289, loss_bbox: 0.7498, loss_iou: 1.1188, d0.loss_cls: 2.0416, d0.loss_bbox: 0.8044, d0.loss_iou: 1.1854, d1.loss_cls: 2.0054, d1.loss_bbox: 0.7847, d1.loss_iou: 1.1621, d2.loss_cls: 1.9731, d2.loss_bbox: 0.7688, d2.loss_iou: 1.1400, d3.loss_cls: 1.9526, d3.loss_bbox: 0.7583, d3.loss_iou: 1.1291, d4.loss_cls: 1.9396, d4.loss_bbox: 0.7515, d4.loss_iou: 1.1216, loss: 23.3156, grad_norm: 14.0177 -2022-10-26 21:58:45,151 - mmdet - INFO - Epoch [33][1200/1849] lr: 2.000e-04, eta: 1:13:36, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9387, loss_bbox: 0.7491, loss_iou: 1.1169, d0.loss_cls: 2.0465, d0.loss_bbox: 0.8042, d0.loss_iou: 1.1829, d1.loss_cls: 2.0136, d1.loss_bbox: 0.7831, d1.loss_iou: 1.1587, d2.loss_cls: 1.9779, d2.loss_bbox: 0.7677, d2.loss_iou: 1.1376, d3.loss_cls: 1.9610, d3.loss_bbox: 0.7568, d3.loss_iou: 1.1254, d4.loss_cls: 1.9469, d4.loss_bbox: 0.7512, d4.loss_iou: 1.1190, loss: 23.3373, grad_norm: 17.5986 -2022-10-26 21:58:52,212 - mmdet - INFO - Epoch [33][1250/1849] lr: 2.000e-04, eta: 1:13:29, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9242, loss_bbox: 0.7493, loss_iou: 1.1266, d0.loss_cls: 2.0289, d0.loss_bbox: 0.8031, d0.loss_iou: 1.1924, d1.loss_cls: 1.9952, d1.loss_bbox: 0.7844, d1.loss_iou: 1.1678, d2.loss_cls: 1.9657, d2.loss_bbox: 0.7681, d2.loss_iou: 1.1461, d3.loss_cls: 1.9457, d3.loss_bbox: 0.7584, d3.loss_iou: 1.1358, d4.loss_cls: 1.9342, d4.loss_bbox: 0.7517, d4.loss_iou: 1.1288, loss: 23.3061, grad_norm: 15.1842 -2022-10-26 21:58:59,131 - mmdet - INFO - Epoch [33][1300/1849] lr: 2.000e-04, eta: 1:13:22, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9179, loss_bbox: 0.7476, loss_iou: 1.1161, d0.loss_cls: 2.0250, d0.loss_bbox: 0.8025, d0.loss_iou: 1.1837, d1.loss_cls: 1.9938, d1.loss_bbox: 0.7821, d1.loss_iou: 1.1592, d2.loss_cls: 1.9598, d2.loss_bbox: 0.7657, d2.loss_iou: 1.1365, d3.loss_cls: 1.9413, d3.loss_bbox: 0.7551, d3.loss_iou: 1.1263, d4.loss_cls: 1.9257, d4.loss_bbox: 0.7494, d4.loss_iou: 1.1186, loss: 23.2061, grad_norm: 15.5809 -2022-10-26 21:59:06,155 - mmdet - INFO - Epoch [33][1350/1849] lr: 2.000e-04, eta: 1:13:16, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9273, loss_bbox: 0.7513, loss_iou: 1.1218, d0.loss_cls: 2.0330, d0.loss_bbox: 0.8061, d0.loss_iou: 1.1889, d1.loss_cls: 2.0019, d1.loss_bbox: 0.7861, d1.loss_iou: 1.1642, d2.loss_cls: 1.9707, d2.loss_bbox: 0.7694, d2.loss_iou: 1.1413, d3.loss_cls: 1.9502, d3.loss_bbox: 0.7592, d3.loss_iou: 1.1309, d4.loss_cls: 1.9349, d4.loss_bbox: 0.7537, d4.loss_iou: 1.1246, loss: 23.3156, grad_norm: 16.2406 -2022-10-26 21:59:13,271 - mmdet - INFO - Epoch [33][1400/1849] lr: 2.000e-04, eta: 1:13:09, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9319, loss_bbox: 0.7500, loss_iou: 1.1230, d0.loss_cls: 2.0396, d0.loss_bbox: 0.8034, d0.loss_iou: 1.1899, d1.loss_cls: 2.0083, d1.loss_bbox: 0.7846, d1.loss_iou: 1.1651, d2.loss_cls: 1.9744, d2.loss_bbox: 0.7682, d2.loss_iou: 1.1432, d3.loss_cls: 1.9569, d3.loss_bbox: 0.7583, d3.loss_iou: 1.1327, d4.loss_cls: 1.9411, d4.loss_bbox: 0.7517, d4.loss_iou: 1.1256, loss: 23.3478, grad_norm: 15.8539 -2022-10-26 21:59:20,218 - mmdet - INFO - Epoch [33][1450/1849] lr: 2.000e-04, eta: 1:13:02, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9303, loss_bbox: 0.7459, loss_iou: 1.1154, d0.loss_cls: 2.0345, d0.loss_bbox: 0.8001, d0.loss_iou: 1.1830, d1.loss_cls: 2.0038, d1.loss_bbox: 0.7818, d1.loss_iou: 1.1586, d2.loss_cls: 1.9722, d2.loss_bbox: 0.7654, d2.loss_iou: 1.1355, d3.loss_cls: 1.9514, d3.loss_bbox: 0.7549, d3.loss_iou: 1.1251, d4.loss_cls: 1.9385, d4.loss_bbox: 0.7483, d4.loss_iou: 1.1180, loss: 23.2629, grad_norm: 16.5397 -2022-10-26 21:59:26,995 - mmdet - INFO - Epoch [33][1500/1849] lr: 2.000e-04, eta: 1:12:55, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9304, loss_bbox: 0.7471, loss_iou: 1.1211, d0.loss_cls: 2.0423, d0.loss_bbox: 0.8019, d0.loss_iou: 1.1876, d1.loss_cls: 2.0113, d1.loss_bbox: 0.7825, d1.loss_iou: 1.1626, d2.loss_cls: 1.9766, d2.loss_bbox: 0.7658, d2.loss_iou: 1.1409, d3.loss_cls: 1.9555, d3.loss_bbox: 0.7551, d3.loss_iou: 1.1309, d4.loss_cls: 1.9402, d4.loss_bbox: 0.7487, d4.loss_iou: 1.1238, loss: 23.3244, grad_norm: 16.2381 -2022-10-26 21:59:33,899 - mmdet - INFO - Epoch [33][1550/1849] lr: 2.000e-04, eta: 1:12:48, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9373, loss_bbox: 0.7508, loss_iou: 1.1220, d0.loss_cls: 2.0437, d0.loss_bbox: 0.8065, d0.loss_iou: 1.1880, d1.loss_cls: 2.0122, d1.loss_bbox: 0.7855, d1.loss_iou: 1.1639, d2.loss_cls: 1.9786, d2.loss_bbox: 0.7688, d2.loss_iou: 1.1418, d3.loss_cls: 1.9593, d3.loss_bbox: 0.7591, d3.loss_iou: 1.1316, d4.loss_cls: 1.9451, d4.loss_bbox: 0.7533, d4.loss_iou: 1.1246, loss: 23.3722, grad_norm: 15.9885 -2022-10-26 21:59:42,790 - mmdet - INFO - Epoch [33][1600/1849] lr: 2.000e-04, eta: 1:12:42, time: 0.178, data_time: 0.004, memory: 4401, loss_cls: 1.9198, loss_bbox: 0.7472, loss_iou: 1.1169, d0.loss_cls: 2.0273, d0.loss_bbox: 0.8015, d0.loss_iou: 1.1844, d1.loss_cls: 1.9941, d1.loss_bbox: 0.7817, d1.loss_iou: 1.1589, d2.loss_cls: 1.9619, d2.loss_bbox: 0.7657, d2.loss_iou: 1.1373, d3.loss_cls: 1.9423, d3.loss_bbox: 0.7558, d3.loss_iou: 1.1263, d4.loss_cls: 1.9271, d4.loss_bbox: 0.7495, d4.loss_iou: 1.1194, loss: 23.2172, grad_norm: 15.8159 -2022-10-26 21:59:49,923 - mmdet - INFO - Epoch [33][1650/1849] lr: 2.000e-04, eta: 1:12:36, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 1.9158, loss_bbox: 0.7447, loss_iou: 1.1134, d0.loss_cls: 2.0278, d0.loss_bbox: 0.7985, d0.loss_iou: 1.1795, d1.loss_cls: 1.9906, d1.loss_bbox: 0.7782, d1.loss_iou: 1.1547, d2.loss_cls: 1.9596, d2.loss_bbox: 0.7626, d2.loss_iou: 1.1330, d3.loss_cls: 1.9377, d3.loss_bbox: 0.7530, d3.loss_iou: 1.1230, d4.loss_cls: 1.9238, d4.loss_bbox: 0.7474, d4.loss_iou: 1.1163, loss: 23.1598, grad_norm: 15.2237 -2022-10-26 21:59:56,881 - mmdet - INFO - Epoch [33][1700/1849] lr: 2.000e-04, eta: 1:12:29, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9227, loss_bbox: 0.7467, loss_iou: 1.1204, d0.loss_cls: 2.0343, d0.loss_bbox: 0.8013, d0.loss_iou: 1.1844, d1.loss_cls: 1.9956, d1.loss_bbox: 0.7811, d1.loss_iou: 1.1620, d2.loss_cls: 1.9650, d2.loss_bbox: 0.7644, d2.loss_iou: 1.1403, d3.loss_cls: 1.9467, d3.loss_bbox: 0.7545, d3.loss_iou: 1.1291, d4.loss_cls: 1.9318, d4.loss_bbox: 0.7488, d4.loss_iou: 1.1231, loss: 23.2523, grad_norm: 16.1512 -2022-10-26 22:00:03,898 - mmdet - INFO - Epoch [33][1750/1849] lr: 2.000e-04, eta: 1:12:22, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9337, loss_bbox: 0.7461, loss_iou: 1.1197, d0.loss_cls: 2.0397, d0.loss_bbox: 0.7999, d0.loss_iou: 1.1851, d1.loss_cls: 2.0079, d1.loss_bbox: 0.7820, d1.loss_iou: 1.1611, d2.loss_cls: 1.9753, d2.loss_bbox: 0.7652, d2.loss_iou: 1.1401, d3.loss_cls: 1.9568, d3.loss_bbox: 0.7553, d3.loss_iou: 1.1289, d4.loss_cls: 1.9425, d4.loss_bbox: 0.7488, d4.loss_iou: 1.1222, loss: 23.3104, grad_norm: 15.2613 -2022-10-26 22:00:10,953 - mmdet - INFO - Epoch [33][1800/1849] lr: 2.000e-04, eta: 1:12:15, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9321, loss_bbox: 0.7508, loss_iou: 1.1204, d0.loss_cls: 2.0398, d0.loss_bbox: 0.8049, d0.loss_iou: 1.1869, d1.loss_cls: 2.0111, d1.loss_bbox: 0.7849, d1.loss_iou: 1.1626, d2.loss_cls: 1.9772, d2.loss_bbox: 0.7692, d2.loss_iou: 1.1400, d3.loss_cls: 1.9561, d3.loss_bbox: 0.7587, d3.loss_iou: 1.1297, d4.loss_cls: 1.9419, d4.loss_bbox: 0.7532, d4.loss_iou: 1.1231, loss: 23.3427, grad_norm: 16.9561 -2022-10-26 22:00:17,974 - mmdet - INFO - Saving checkpoint at 33 epochs -2022-10-26 22:00:28,819 - mmdet - INFO - Epoch [34][50/1849] lr: 2.000e-04, eta: 1:12:00, time: 0.205, data_time: 0.064, memory: 4401, loss_cls: 1.9236, loss_bbox: 0.7486, loss_iou: 1.1241, d0.loss_cls: 2.0348, d0.loss_bbox: 0.8034, d0.loss_iou: 1.1907, d1.loss_cls: 2.0008, d1.loss_bbox: 0.7832, d1.loss_iou: 1.1660, d2.loss_cls: 1.9686, d2.loss_bbox: 0.7677, d2.loss_iou: 1.1439, d3.loss_cls: 1.9481, d3.loss_bbox: 0.7571, d3.loss_iou: 1.1334, d4.loss_cls: 1.9320, d4.loss_bbox: 0.7511, d4.loss_iou: 1.1265, loss: 23.3037, grad_norm: 16.3324 -2022-10-26 22:00:35,861 - mmdet - INFO - Epoch [34][100/1849] lr: 2.000e-04, eta: 1:11:53, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9205, loss_bbox: 0.7442, loss_iou: 1.1196, d0.loss_cls: 2.0306, d0.loss_bbox: 0.7986, d0.loss_iou: 1.1846, d1.loss_cls: 1.9948, d1.loss_bbox: 0.7785, d1.loss_iou: 1.1606, d2.loss_cls: 1.9636, d2.loss_bbox: 0.7612, d2.loss_iou: 1.1393, d3.loss_cls: 1.9426, d3.loss_bbox: 0.7517, d3.loss_iou: 1.1289, d4.loss_cls: 1.9280, d4.loss_bbox: 0.7464, d4.loss_iou: 1.1221, loss: 23.2157, grad_norm: 15.2711 -2022-10-26 22:00:43,089 - mmdet - INFO - Epoch [34][150/1849] lr: 2.000e-04, eta: 1:11:46, time: 0.145, data_time: 0.005, memory: 4401, loss_cls: 1.9252, loss_bbox: 0.7489, loss_iou: 1.1189, d0.loss_cls: 2.0378, d0.loss_bbox: 0.8039, d0.loss_iou: 1.1855, d1.loss_cls: 2.0017, d1.loss_bbox: 0.7842, d1.loss_iou: 1.1628, d2.loss_cls: 1.9690, d2.loss_bbox: 0.7672, d2.loss_iou: 1.1395, d3.loss_cls: 1.9501, d3.loss_bbox: 0.7568, d3.loss_iou: 1.1286, d4.loss_cls: 1.9339, d4.loss_bbox: 0.7513, d4.loss_iou: 1.1216, loss: 23.2871, grad_norm: 15.3610 -2022-10-26 22:00:50,325 - mmdet - INFO - Epoch [34][200/1849] lr: 2.000e-04, eta: 1:11:39, time: 0.145, data_time: 0.005, memory: 4401, loss_cls: 1.9232, loss_bbox: 0.7488, loss_iou: 1.1115, d0.loss_cls: 2.0377, d0.loss_bbox: 0.8047, d0.loss_iou: 1.1793, d1.loss_cls: 1.9997, d1.loss_bbox: 0.7840, d1.loss_iou: 1.1551, d2.loss_cls: 1.9692, d2.loss_bbox: 0.7674, d2.loss_iou: 1.1322, d3.loss_cls: 1.9509, d3.loss_bbox: 0.7572, d3.loss_iou: 1.1208, d4.loss_cls: 1.9341, d4.loss_bbox: 0.7511, d4.loss_iou: 1.1146, loss: 23.2415, grad_norm: 15.9162 -2022-10-26 22:00:57,454 - mmdet - INFO - Epoch [34][250/1849] lr: 2.000e-04, eta: 1:11:33, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9219, loss_bbox: 0.7440, loss_iou: 1.1157, d0.loss_cls: 2.0325, d0.loss_bbox: 0.7982, d0.loss_iou: 1.1812, d1.loss_cls: 1.9976, d1.loss_bbox: 0.7780, d1.loss_iou: 1.1576, d2.loss_cls: 1.9650, d2.loss_bbox: 0.7616, d2.loss_iou: 1.1357, d3.loss_cls: 1.9448, d3.loss_bbox: 0.7516, d3.loss_iou: 1.1257, d4.loss_cls: 1.9312, d4.loss_bbox: 0.7454, d4.loss_iou: 1.1187, loss: 23.2066, grad_norm: 16.2815 -2022-10-26 22:01:04,439 - mmdet - INFO - Epoch [34][300/1849] lr: 2.000e-04, eta: 1:11:26, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9258, loss_bbox: 0.7502, loss_iou: 1.1215, d0.loss_cls: 2.0382, d0.loss_bbox: 0.8036, d0.loss_iou: 1.1877, d1.loss_cls: 2.0029, d1.loss_bbox: 0.7854, d1.loss_iou: 1.1644, d2.loss_cls: 1.9706, d2.loss_bbox: 0.7681, d2.loss_iou: 1.1419, d3.loss_cls: 1.9504, d3.loss_bbox: 0.7580, d3.loss_iou: 1.1304, d4.loss_cls: 1.9342, d4.loss_bbox: 0.7522, d4.loss_iou: 1.1236, loss: 23.3093, grad_norm: 16.2541 -2022-10-26 22:01:11,397 - mmdet - INFO - Epoch [34][350/1849] lr: 2.000e-04, eta: 1:11:19, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9143, loss_bbox: 0.7484, loss_iou: 1.1162, d0.loss_cls: 2.0266, d0.loss_bbox: 0.8018, d0.loss_iou: 1.1824, d1.loss_cls: 1.9876, d1.loss_bbox: 0.7833, d1.loss_iou: 1.1589, d2.loss_cls: 1.9574, d2.loss_bbox: 0.7662, d2.loss_iou: 1.1370, d3.loss_cls: 1.9384, d3.loss_bbox: 0.7565, d3.loss_iou: 1.1258, d4.loss_cls: 1.9213, d4.loss_bbox: 0.7504, d4.loss_iou: 1.1193, loss: 23.1918, grad_norm: 16.1783 -2022-10-26 22:01:18,290 - mmdet - INFO - Epoch [34][400/1849] lr: 2.000e-04, eta: 1:11:12, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9173, loss_bbox: 0.7509, loss_iou: 1.1235, d0.loss_cls: 2.0279, d0.loss_bbox: 0.8054, d0.loss_iou: 1.1898, d1.loss_cls: 1.9940, d1.loss_bbox: 0.7862, d1.loss_iou: 1.1652, d2.loss_cls: 1.9600, d2.loss_bbox: 0.7700, d2.loss_iou: 1.1433, d3.loss_cls: 1.9393, d3.loss_bbox: 0.7594, d3.loss_iou: 1.1327, d4.loss_cls: 1.9264, d4.loss_bbox: 0.7532, d4.loss_iou: 1.1254, loss: 23.2698, grad_norm: 17.3870 -2022-10-26 22:01:25,397 - mmdet - INFO - Epoch [34][450/1849] lr: 2.000e-04, eta: 1:11:05, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9126, loss_bbox: 0.7469, loss_iou: 1.1202, d0.loss_cls: 2.0218, d0.loss_bbox: 0.8018, d0.loss_iou: 1.1856, d1.loss_cls: 1.9868, d1.loss_bbox: 0.7823, d1.loss_iou: 1.1615, d2.loss_cls: 1.9581, d2.loss_bbox: 0.7656, d2.loss_iou: 1.1392, d3.loss_cls: 1.9363, d3.loss_bbox: 0.7559, d3.loss_iou: 1.1289, d4.loss_cls: 1.9219, d4.loss_bbox: 0.7488, d4.loss_iou: 1.1230, loss: 23.1971, grad_norm: 15.1661 -2022-10-26 22:01:32,462 - mmdet - INFO - Epoch [34][500/1849] lr: 2.000e-04, eta: 1:10:59, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9264, loss_bbox: 0.7459, loss_iou: 1.1183, d0.loss_cls: 2.0406, d0.loss_bbox: 0.8006, d0.loss_iou: 1.1836, d1.loss_cls: 2.0034, d1.loss_bbox: 0.7808, d1.loss_iou: 1.1577, d2.loss_cls: 1.9704, d2.loss_bbox: 0.7642, d2.loss_iou: 1.1358, d3.loss_cls: 1.9504, d3.loss_bbox: 0.7543, d3.loss_iou: 1.1270, d4.loss_cls: 1.9351, d4.loss_bbox: 0.7479, d4.loss_iou: 1.1206, loss: 23.2629, grad_norm: 16.2376 -2022-10-26 22:01:39,552 - mmdet - INFO - Epoch [34][550/1849] lr: 2.000e-04, eta: 1:10:52, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9033, loss_bbox: 0.7498, loss_iou: 1.1193, d0.loss_cls: 2.0156, d0.loss_bbox: 0.8030, d0.loss_iou: 1.1849, d1.loss_cls: 1.9818, d1.loss_bbox: 0.7838, d1.loss_iou: 1.1620, d2.loss_cls: 1.9486, d2.loss_bbox: 0.7669, d2.loss_iou: 1.1397, d3.loss_cls: 1.9265, d3.loss_bbox: 0.7577, d3.loss_iou: 1.1291, d4.loss_cls: 1.9115, d4.loss_bbox: 0.7518, d4.loss_iou: 1.1219, loss: 23.1572, grad_norm: 14.4928 -2022-10-26 22:01:46,710 - mmdet - INFO - Epoch [34][600/1849] lr: 2.000e-04, eta: 1:10:45, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9271, loss_bbox: 0.7499, loss_iou: 1.1218, d0.loss_cls: 2.0369, d0.loss_bbox: 0.8043, d0.loss_iou: 1.1876, d1.loss_cls: 2.0050, d1.loss_bbox: 0.7850, d1.loss_iou: 1.1635, d2.loss_cls: 1.9717, d2.loss_bbox: 0.7691, d2.loss_iou: 1.1405, d3.loss_cls: 1.9498, d3.loss_bbox: 0.7582, d3.loss_iou: 1.1303, d4.loss_cls: 1.9362, d4.loss_bbox: 0.7519, d4.loss_iou: 1.1241, loss: 23.3127, grad_norm: 16.0169 -2022-10-26 22:01:53,819 - mmdet - INFO - Epoch [34][650/1849] lr: 2.000e-04, eta: 1:10:38, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9299, loss_bbox: 0.7501, loss_iou: 1.1224, d0.loss_cls: 2.0392, d0.loss_bbox: 0.8029, d0.loss_iou: 1.1861, d1.loss_cls: 2.0084, d1.loss_bbox: 0.7840, d1.loss_iou: 1.1622, d2.loss_cls: 1.9746, d2.loss_bbox: 0.7673, d2.loss_iou: 1.1410, d3.loss_cls: 1.9533, d3.loss_bbox: 0.7572, d3.loss_iou: 1.1303, d4.loss_cls: 1.9377, d4.loss_bbox: 0.7513, d4.loss_iou: 1.1252, loss: 23.3231, grad_norm: 17.1178 -2022-10-26 22:02:00,882 - mmdet - INFO - Epoch [34][700/1849] lr: 2.000e-04, eta: 1:10:31, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9359, loss_bbox: 0.7454, loss_iou: 1.1170, d0.loss_cls: 2.0424, d0.loss_bbox: 0.7981, d0.loss_iou: 1.1842, d1.loss_cls: 2.0082, d1.loss_bbox: 0.7799, d1.loss_iou: 1.1598, d2.loss_cls: 1.9757, d2.loss_bbox: 0.7635, d2.loss_iou: 1.1373, d3.loss_cls: 1.9567, d3.loss_bbox: 0.7534, d3.loss_iou: 1.1262, d4.loss_cls: 1.9454, d4.loss_bbox: 0.7475, d4.loss_iou: 1.1195, loss: 23.2963, grad_norm: 15.3614 -2022-10-26 22:02:07,805 - mmdet - INFO - Epoch [34][750/1849] lr: 2.000e-04, eta: 1:10:25, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9114, loss_bbox: 0.7479, loss_iou: 1.1214, d0.loss_cls: 2.0238, d0.loss_bbox: 0.8020, d0.loss_iou: 1.1863, d1.loss_cls: 1.9881, d1.loss_bbox: 0.7834, d1.loss_iou: 1.1627, d2.loss_cls: 1.9584, d2.loss_bbox: 0.7663, d2.loss_iou: 1.1407, d3.loss_cls: 1.9366, d3.loss_bbox: 0.7559, d3.loss_iou: 1.1304, d4.loss_cls: 1.9214, d4.loss_bbox: 0.7500, d4.loss_iou: 1.1233, loss: 23.2099, grad_norm: 15.1404 -2022-10-26 22:02:14,610 - mmdet - INFO - Epoch [34][800/1849] lr: 2.000e-04, eta: 1:10:18, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9229, loss_bbox: 0.7455, loss_iou: 1.1162, d0.loss_cls: 2.0299, d0.loss_bbox: 0.8011, d0.loss_iou: 1.1852, d1.loss_cls: 1.9990, d1.loss_bbox: 0.7801, d1.loss_iou: 1.1596, d2.loss_cls: 1.9674, d2.loss_bbox: 0.7641, d2.loss_iou: 1.1369, d3.loss_cls: 1.9462, d3.loss_bbox: 0.7532, d3.loss_iou: 1.1261, d4.loss_cls: 1.9333, d4.loss_bbox: 0.7476, d4.loss_iou: 1.1190, loss: 23.2331, grad_norm: 14.9191 -2022-10-26 22:02:21,535 - mmdet - INFO - Epoch [34][850/1849] lr: 2.000e-04, eta: 1:10:11, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9376, loss_bbox: 0.7494, loss_iou: 1.1216, d0.loss_cls: 2.0456, d0.loss_bbox: 0.8026, d0.loss_iou: 1.1883, d1.loss_cls: 2.0121, d1.loss_bbox: 0.7841, d1.loss_iou: 1.1636, d2.loss_cls: 1.9798, d2.loss_bbox: 0.7682, d2.loss_iou: 1.1421, d3.loss_cls: 1.9596, d3.loss_bbox: 0.7564, d3.loss_iou: 1.1308, d4.loss_cls: 1.9429, d4.loss_bbox: 0.7514, d4.loss_iou: 1.1245, loss: 23.3607, grad_norm: 16.3736 -2022-10-26 22:02:28,565 - mmdet - INFO - Epoch [34][900/1849] lr: 2.000e-04, eta: 1:10:04, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9176, loss_bbox: 0.7481, loss_iou: 1.1179, d0.loss_cls: 2.0249, d0.loss_bbox: 0.8014, d0.loss_iou: 1.1827, d1.loss_cls: 1.9892, d1.loss_bbox: 0.7825, d1.loss_iou: 1.1593, d2.loss_cls: 1.9573, d2.loss_bbox: 0.7659, d2.loss_iou: 1.1385, d3.loss_cls: 1.9378, d3.loss_bbox: 0.7558, d3.loss_iou: 1.1282, d4.loss_cls: 1.9248, d4.loss_bbox: 0.7503, d4.loss_iou: 1.1214, loss: 23.2034, grad_norm: 15.8534 -2022-10-26 22:02:35,512 - mmdet - INFO - Epoch [34][950/1849] lr: 2.000e-04, eta: 1:09:57, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9180, loss_bbox: 0.7496, loss_iou: 1.1190, d0.loss_cls: 2.0304, d0.loss_bbox: 0.8053, d0.loss_iou: 1.1844, d1.loss_cls: 1.9958, d1.loss_bbox: 0.7852, d1.loss_iou: 1.1605, d2.loss_cls: 1.9608, d2.loss_bbox: 0.7678, d2.loss_iou: 1.1377, d3.loss_cls: 1.9413, d3.loss_bbox: 0.7572, d3.loss_iou: 1.1276, d4.loss_cls: 1.9265, d4.loss_bbox: 0.7509, d4.loss_iou: 1.1221, loss: 23.2402, grad_norm: 16.3381 -2022-10-26 22:02:42,471 - mmdet - INFO - Epoch [34][1000/1849] lr: 2.000e-04, eta: 1:09:50, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9124, loss_bbox: 0.7424, loss_iou: 1.1128, d0.loss_cls: 2.0234, d0.loss_bbox: 0.7987, d0.loss_iou: 1.1798, d1.loss_cls: 1.9900, d1.loss_bbox: 0.7775, d1.loss_iou: 1.1549, d2.loss_cls: 1.9560, d2.loss_bbox: 0.7615, d2.loss_iou: 1.1328, d3.loss_cls: 1.9361, d3.loss_bbox: 0.7514, d3.loss_iou: 1.1223, d4.loss_cls: 1.9236, d4.loss_bbox: 0.7447, d4.loss_iou: 1.1155, loss: 23.1358, grad_norm: 17.1678 -2022-10-26 22:02:49,454 - mmdet - INFO - Epoch [34][1050/1849] lr: 2.000e-04, eta: 1:09:43, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9296, loss_bbox: 0.7501, loss_iou: 1.1200, d0.loss_cls: 2.0420, d0.loss_bbox: 0.8050, d0.loss_iou: 1.1877, d1.loss_cls: 2.0046, d1.loss_bbox: 0.7851, d1.loss_iou: 1.1630, d2.loss_cls: 1.9707, d2.loss_bbox: 0.7689, d2.loss_iou: 1.1407, d3.loss_cls: 1.9534, d3.loss_bbox: 0.7585, d3.loss_iou: 1.1300, d4.loss_cls: 1.9379, d4.loss_bbox: 0.7520, d4.loss_iou: 1.1226, loss: 23.3217, grad_norm: 16.8052 -2022-10-26 22:02:56,248 - mmdet - INFO - Epoch [34][1100/1849] lr: 2.000e-04, eta: 1:09:37, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9245, loss_bbox: 0.7479, loss_iou: 1.1195, d0.loss_cls: 2.0316, d0.loss_bbox: 0.8020, d0.loss_iou: 1.1872, d1.loss_cls: 1.9951, d1.loss_bbox: 0.7835, d1.loss_iou: 1.1633, d2.loss_cls: 1.9659, d2.loss_bbox: 0.7671, d2.loss_iou: 1.1403, d3.loss_cls: 1.9460, d3.loss_bbox: 0.7561, d3.loss_iou: 1.1297, d4.loss_cls: 1.9330, d4.loss_bbox: 0.7494, d4.loss_iou: 1.1223, loss: 23.2644, grad_norm: 16.5092 -2022-10-26 22:03:03,362 - mmdet - INFO - Epoch [34][1150/1849] lr: 2.000e-04, eta: 1:09:30, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9310, loss_bbox: 0.7465, loss_iou: 1.1194, d0.loss_cls: 2.0392, d0.loss_bbox: 0.8014, d0.loss_iou: 1.1878, d1.loss_cls: 2.0061, d1.loss_bbox: 0.7816, d1.loss_iou: 1.1623, d2.loss_cls: 1.9733, d2.loss_bbox: 0.7661, d2.loss_iou: 1.1407, d3.loss_cls: 1.9523, d3.loss_bbox: 0.7556, d3.loss_iou: 1.1288, d4.loss_cls: 1.9384, d4.loss_bbox: 0.7486, d4.loss_iou: 1.1222, loss: 23.3012, grad_norm: 14.9435 -2022-10-26 22:03:10,245 - mmdet - INFO - Epoch [34][1200/1849] lr: 2.000e-04, eta: 1:09:23, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9240, loss_bbox: 0.7487, loss_iou: 1.1226, d0.loss_cls: 2.0322, d0.loss_bbox: 0.8021, d0.loss_iou: 1.1892, d1.loss_cls: 1.9998, d1.loss_bbox: 0.7834, d1.loss_iou: 1.1653, d2.loss_cls: 1.9667, d2.loss_bbox: 0.7669, d2.loss_iou: 1.1431, d3.loss_cls: 1.9458, d3.loss_bbox: 0.7564, d3.loss_iou: 1.1328, d4.loss_cls: 1.9320, d4.loss_bbox: 0.7507, d4.loss_iou: 1.1254, loss: 23.2871, grad_norm: 14.7248 -2022-10-26 22:03:17,258 - mmdet - INFO - Epoch [34][1250/1849] lr: 2.000e-04, eta: 1:09:16, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9158, loss_bbox: 0.7424, loss_iou: 1.1182, d0.loss_cls: 2.0255, d0.loss_bbox: 0.7963, d0.loss_iou: 1.1846, d1.loss_cls: 1.9903, d1.loss_bbox: 0.7777, d1.loss_iou: 1.1611, d2.loss_cls: 1.9593, d2.loss_bbox: 0.7615, d2.loss_iou: 1.1379, d3.loss_cls: 1.9392, d3.loss_bbox: 0.7509, d3.loss_iou: 1.1276, d4.loss_cls: 1.9235, d4.loss_bbox: 0.7450, d4.loss_iou: 1.1207, loss: 23.1774, grad_norm: 14.3503 -2022-10-26 22:03:24,228 - mmdet - INFO - Epoch [34][1300/1849] lr: 2.000e-04, eta: 1:09:09, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9332, loss_bbox: 0.7511, loss_iou: 1.1230, d0.loss_cls: 2.0375, d0.loss_bbox: 0.8059, d0.loss_iou: 1.1895, d1.loss_cls: 2.0064, d1.loss_bbox: 0.7864, d1.loss_iou: 1.1635, d2.loss_cls: 1.9755, d2.loss_bbox: 0.7701, d2.loss_iou: 1.1428, d3.loss_cls: 1.9564, d3.loss_bbox: 0.7593, d3.loss_iou: 1.1323, d4.loss_cls: 1.9417, d4.loss_bbox: 0.7532, d4.loss_iou: 1.1259, loss: 23.3537, grad_norm: 14.8477 -2022-10-26 22:03:31,351 - mmdet - INFO - Epoch [34][1350/1849] lr: 2.000e-04, eta: 1:09:02, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9360, loss_bbox: 0.7526, loss_iou: 1.1229, d0.loss_cls: 2.0403, d0.loss_bbox: 0.8080, d0.loss_iou: 1.1902, d1.loss_cls: 2.0067, d1.loss_bbox: 0.7868, d1.loss_iou: 1.1658, d2.loss_cls: 1.9789, d2.loss_bbox: 0.7711, d2.loss_iou: 1.1428, d3.loss_cls: 1.9609, d3.loss_bbox: 0.7608, d3.loss_iou: 1.1325, d4.loss_cls: 1.9457, d4.loss_bbox: 0.7543, d4.loss_iou: 1.1254, loss: 23.3818, grad_norm: 15.2231 -2022-10-26 22:03:38,331 - mmdet - INFO - Epoch [34][1400/1849] lr: 2.000e-04, eta: 1:08:56, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9205, loss_bbox: 0.7472, loss_iou: 1.1177, d0.loss_cls: 2.0305, d0.loss_bbox: 0.8018, d0.loss_iou: 1.1854, d1.loss_cls: 1.9969, d1.loss_bbox: 0.7827, d1.loss_iou: 1.1595, d2.loss_cls: 1.9605, d2.loss_bbox: 0.7657, d2.loss_iou: 1.1371, d3.loss_cls: 1.9404, d3.loss_bbox: 0.7555, d3.loss_iou: 1.1273, d4.loss_cls: 1.9280, d4.loss_bbox: 0.7494, d4.loss_iou: 1.1199, loss: 23.2260, grad_norm: 14.0504 -2022-10-26 22:03:45,253 - mmdet - INFO - Epoch [34][1450/1849] lr: 2.000e-04, eta: 1:08:49, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9251, loss_bbox: 0.7488, loss_iou: 1.1147, d0.loss_cls: 2.0358, d0.loss_bbox: 0.8041, d0.loss_iou: 1.1808, d1.loss_cls: 2.0020, d1.loss_bbox: 0.7837, d1.loss_iou: 1.1575, d2.loss_cls: 1.9667, d2.loss_bbox: 0.7675, d2.loss_iou: 1.1357, d3.loss_cls: 1.9465, d3.loss_bbox: 0.7583, d3.loss_iou: 1.1240, d4.loss_cls: 1.9334, d4.loss_bbox: 0.7511, d4.loss_iou: 1.1177, loss: 23.2535, grad_norm: 14.7642 -2022-10-26 22:03:52,222 - mmdet - INFO - Epoch [34][1500/1849] lr: 2.000e-04, eta: 1:08:42, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9274, loss_bbox: 0.7411, loss_iou: 1.1095, d0.loss_cls: 2.0352, d0.loss_bbox: 0.7967, d0.loss_iou: 1.1803, d1.loss_cls: 2.0030, d1.loss_bbox: 0.7772, d1.loss_iou: 1.1540, d2.loss_cls: 1.9715, d2.loss_bbox: 0.7593, d2.loss_iou: 1.1308, d3.loss_cls: 1.9518, d3.loss_bbox: 0.7491, d3.loss_iou: 1.1193, d4.loss_cls: 1.9361, d4.loss_bbox: 0.7429, d4.loss_iou: 1.1121, loss: 23.1973, grad_norm: 15.7582 -2022-10-26 22:03:58,980 - mmdet - INFO - Epoch [34][1550/1849] lr: 2.000e-04, eta: 1:08:35, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.9273, loss_bbox: 0.7475, loss_iou: 1.1205, d0.loss_cls: 2.0403, d0.loss_bbox: 0.8037, d0.loss_iou: 1.1883, d1.loss_cls: 2.0051, d1.loss_bbox: 0.7837, d1.loss_iou: 1.1634, d2.loss_cls: 1.9720, d2.loss_bbox: 0.7674, d2.loss_iou: 1.1419, d3.loss_cls: 1.9537, d3.loss_bbox: 0.7567, d3.loss_iou: 1.1304, d4.loss_cls: 1.9383, d4.loss_bbox: 0.7499, d4.loss_iou: 1.1231, loss: 23.3131, grad_norm: 17.9410 -2022-10-26 22:04:05,726 - mmdet - INFO - Epoch [34][1600/1849] lr: 2.000e-04, eta: 1:08:28, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9190, loss_bbox: 0.7500, loss_iou: 1.1238, d0.loss_cls: 2.0264, d0.loss_bbox: 0.8029, d0.loss_iou: 1.1890, d1.loss_cls: 1.9941, d1.loss_bbox: 0.7840, d1.loss_iou: 1.1647, d2.loss_cls: 1.9623, d2.loss_bbox: 0.7678, d2.loss_iou: 1.1429, d3.loss_cls: 1.9420, d3.loss_bbox: 0.7576, d3.loss_iou: 1.1327, d4.loss_cls: 1.9287, d4.loss_bbox: 0.7519, d4.loss_iou: 1.1265, loss: 23.2665, grad_norm: 15.9271 -2022-10-26 22:04:12,640 - mmdet - INFO - Epoch [34][1650/1849] lr: 2.000e-04, eta: 1:08:21, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9242, loss_bbox: 0.7484, loss_iou: 1.1156, d0.loss_cls: 2.0348, d0.loss_bbox: 0.8036, d0.loss_iou: 1.1821, d1.loss_cls: 2.0005, d1.loss_bbox: 0.7835, d1.loss_iou: 1.1586, d2.loss_cls: 1.9676, d2.loss_bbox: 0.7679, d2.loss_iou: 1.1359, d3.loss_cls: 1.9465, d3.loss_bbox: 0.7569, d3.loss_iou: 1.1253, d4.loss_cls: 1.9325, d4.loss_bbox: 0.7505, d4.loss_iou: 1.1185, loss: 23.2528, grad_norm: 15.1370 -2022-10-26 22:04:19,408 - mmdet - INFO - Epoch [34][1700/1849] lr: 2.000e-04, eta: 1:08:14, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.9291, loss_bbox: 0.7467, loss_iou: 1.1181, d0.loss_cls: 2.0383, d0.loss_bbox: 0.8001, d0.loss_iou: 1.1853, d1.loss_cls: 2.0021, d1.loss_bbox: 0.7815, d1.loss_iou: 1.1604, d2.loss_cls: 1.9709, d2.loss_bbox: 0.7646, d2.loss_iou: 1.1381, d3.loss_cls: 1.9506, d3.loss_bbox: 0.7553, d3.loss_iou: 1.1273, d4.loss_cls: 1.9371, d4.loss_bbox: 0.7488, d4.loss_iou: 1.1204, loss: 23.2747, grad_norm: 16.7486 -2022-10-26 22:04:26,172 - mmdet - INFO - Epoch [34][1750/1849] lr: 2.000e-04, eta: 1:08:07, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9192, loss_bbox: 0.7486, loss_iou: 1.1183, d0.loss_cls: 2.0281, d0.loss_bbox: 0.8021, d0.loss_iou: 1.1842, d1.loss_cls: 1.9914, d1.loss_bbox: 0.7818, d1.loss_iou: 1.1592, d2.loss_cls: 1.9607, d2.loss_bbox: 0.7662, d2.loss_iou: 1.1376, d3.loss_cls: 1.9389, d3.loss_bbox: 0.7565, d3.loss_iou: 1.1271, d4.loss_cls: 1.9262, d4.loss_bbox: 0.7507, d4.loss_iou: 1.1203, loss: 23.2171, grad_norm: 14.4447 -2022-10-26 22:04:33,067 - mmdet - INFO - Epoch [34][1800/1849] lr: 2.000e-04, eta: 1:08:00, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9185, loss_bbox: 0.7494, loss_iou: 1.1209, d0.loss_cls: 2.0261, d0.loss_bbox: 0.8026, d0.loss_iou: 1.1863, d1.loss_cls: 1.9925, d1.loss_bbox: 0.7829, d1.loss_iou: 1.1622, d2.loss_cls: 1.9597, d2.loss_bbox: 0.7667, d2.loss_iou: 1.1400, d3.loss_cls: 1.9380, d3.loss_bbox: 0.7577, d3.loss_iou: 1.1302, d4.loss_cls: 1.9271, d4.loss_bbox: 0.7512, d4.loss_iou: 1.1236, loss: 23.2355, grad_norm: 14.9828 -2022-10-26 22:04:39,896 - mmdet - INFO - Saving checkpoint at 34 epochs -2022-10-26 22:04:50,440 - mmdet - INFO - Epoch [35][50/1849] lr: 2.000e-04, eta: 1:07:45, time: 0.198, data_time: 0.063, memory: 4401, loss_cls: 1.9012, loss_bbox: 0.7424, loss_iou: 1.1172, d0.loss_cls: 2.0161, d0.loss_bbox: 0.7975, d0.loss_iou: 1.1855, d1.loss_cls: 1.9805, d1.loss_bbox: 0.7768, d1.loss_iou: 1.1599, d2.loss_cls: 1.9468, d2.loss_bbox: 0.7598, d2.loss_iou: 1.1377, d3.loss_cls: 1.9259, d3.loss_bbox: 0.7502, d3.loss_iou: 1.1270, d4.loss_cls: 1.9079, d4.loss_bbox: 0.7447, d4.loss_iou: 1.1197, loss: 23.0968, grad_norm: 14.0091 -2022-10-26 22:04:57,580 - mmdet - INFO - Epoch [35][100/1849] lr: 2.000e-04, eta: 1:07:38, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9332, loss_bbox: 0.7487, loss_iou: 1.1202, d0.loss_cls: 2.0432, d0.loss_bbox: 0.8039, d0.loss_iou: 1.1874, d1.loss_cls: 2.0084, d1.loss_bbox: 0.7840, d1.loss_iou: 1.1636, d2.loss_cls: 1.9765, d2.loss_bbox: 0.7673, d2.loss_iou: 1.1406, d3.loss_cls: 1.9533, d3.loss_bbox: 0.7570, d3.loss_iou: 1.1297, d4.loss_cls: 1.9397, d4.loss_bbox: 0.7507, d4.loss_iou: 1.1231, loss: 23.3306, grad_norm: 14.3898 -2022-10-26 22:05:04,596 - mmdet - INFO - Epoch [35][150/1849] lr: 2.000e-04, eta: 1:07:31, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9286, loss_bbox: 0.7472, loss_iou: 1.1207, d0.loss_cls: 2.0357, d0.loss_bbox: 0.8002, d0.loss_iou: 1.1855, d1.loss_cls: 2.0023, d1.loss_bbox: 0.7805, d1.loss_iou: 1.1615, d2.loss_cls: 1.9728, d2.loss_bbox: 0.7654, d2.loss_iou: 1.1399, d3.loss_cls: 1.9506, d3.loss_bbox: 0.7555, d3.loss_iou: 1.1294, d4.loss_cls: 1.9364, d4.loss_bbox: 0.7491, d4.loss_iou: 1.1235, loss: 23.2850, grad_norm: 14.6408 -2022-10-26 22:05:11,759 - mmdet - INFO - Epoch [35][200/1849] lr: 2.000e-04, eta: 1:07:25, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9265, loss_bbox: 0.7455, loss_iou: 1.1162, d0.loss_cls: 2.0383, d0.loss_bbox: 0.7980, d0.loss_iou: 1.1815, d1.loss_cls: 2.0045, d1.loss_bbox: 0.7791, d1.loss_iou: 1.1578, d2.loss_cls: 1.9708, d2.loss_bbox: 0.7633, d2.loss_iou: 1.1366, d3.loss_cls: 1.9504, d3.loss_bbox: 0.7533, d3.loss_iou: 1.1257, d4.loss_cls: 1.9356, d4.loss_bbox: 0.7472, d4.loss_iou: 1.1191, loss: 23.2496, grad_norm: 17.1351 -2022-10-26 22:05:18,799 - mmdet - INFO - Epoch [35][250/1849] lr: 2.000e-04, eta: 1:07:18, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9131, loss_bbox: 0.7458, loss_iou: 1.1193, d0.loss_cls: 2.0223, d0.loss_bbox: 0.8001, d0.loss_iou: 1.1876, d1.loss_cls: 1.9890, d1.loss_bbox: 0.7799, d1.loss_iou: 1.1627, d2.loss_cls: 1.9581, d2.loss_bbox: 0.7650, d2.loss_iou: 1.1398, d3.loss_cls: 1.9368, d3.loss_bbox: 0.7549, d3.loss_iou: 1.1290, d4.loss_cls: 1.9224, d4.loss_bbox: 0.7482, d4.loss_iou: 1.1220, loss: 23.1960, grad_norm: 15.1516 -2022-10-26 22:05:25,809 - mmdet - INFO - Epoch [35][300/1849] lr: 2.000e-04, eta: 1:07:11, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9161, loss_bbox: 0.7470, loss_iou: 1.1205, d0.loss_cls: 2.0279, d0.loss_bbox: 0.8007, d0.loss_iou: 1.1852, d1.loss_cls: 1.9932, d1.loss_bbox: 0.7827, d1.loss_iou: 1.1620, d2.loss_cls: 1.9610, d2.loss_bbox: 0.7660, d2.loss_iou: 1.1398, d3.loss_cls: 1.9395, d3.loss_bbox: 0.7555, d3.loss_iou: 1.1304, d4.loss_cls: 1.9257, d4.loss_bbox: 0.7493, d4.loss_iou: 1.1231, loss: 23.2256, grad_norm: 16.3194 -2022-10-26 22:05:32,824 - mmdet - INFO - Epoch [35][350/1849] lr: 2.000e-04, eta: 1:07:04, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9201, loss_bbox: 0.7488, loss_iou: 1.1177, d0.loss_cls: 2.0298, d0.loss_bbox: 0.8044, d0.loss_iou: 1.1839, d1.loss_cls: 1.9973, d1.loss_bbox: 0.7847, d1.loss_iou: 1.1602, d2.loss_cls: 1.9633, d2.loss_bbox: 0.7675, d2.loss_iou: 1.1382, d3.loss_cls: 1.9438, d3.loss_bbox: 0.7576, d3.loss_iou: 1.1274, d4.loss_cls: 1.9285, d4.loss_bbox: 0.7514, d4.loss_iou: 1.1204, loss: 23.2447, grad_norm: 15.7067 -2022-10-26 22:05:39,906 - mmdet - INFO - Epoch [35][400/1849] lr: 2.000e-04, eta: 1:06:57, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9059, loss_bbox: 0.7496, loss_iou: 1.1187, d0.loss_cls: 2.0190, d0.loss_bbox: 0.8053, d0.loss_iou: 1.1860, d1.loss_cls: 1.9834, d1.loss_bbox: 0.7845, d1.loss_iou: 1.1599, d2.loss_cls: 1.9477, d2.loss_bbox: 0.7674, d2.loss_iou: 1.1390, d3.loss_cls: 1.9290, d3.loss_bbox: 0.7576, d3.loss_iou: 1.1280, d4.loss_cls: 1.9149, d4.loss_bbox: 0.7516, d4.loss_iou: 1.1214, loss: 23.1687, grad_norm: 14.3362 -2022-10-26 22:05:46,747 - mmdet - INFO - Epoch [35][450/1849] lr: 2.000e-04, eta: 1:06:50, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9175, loss_bbox: 0.7510, loss_iou: 1.1255, d0.loss_cls: 2.0308, d0.loss_bbox: 0.8052, d0.loss_iou: 1.1904, d1.loss_cls: 1.9952, d1.loss_bbox: 0.7854, d1.loss_iou: 1.1678, d2.loss_cls: 1.9617, d2.loss_bbox: 0.7694, d2.loss_iou: 1.1451, d3.loss_cls: 1.9400, d3.loss_bbox: 0.7591, d3.loss_iou: 1.1342, d4.loss_cls: 1.9266, d4.loss_bbox: 0.7537, d4.loss_iou: 1.1273, loss: 23.2860, grad_norm: 15.8674 -2022-10-26 22:05:53,757 - mmdet - INFO - Epoch [35][500/1849] lr: 2.000e-04, eta: 1:06:44, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9277, loss_bbox: 0.7466, loss_iou: 1.1202, d0.loss_cls: 2.0381, d0.loss_bbox: 0.8009, d0.loss_iou: 1.1861, d1.loss_cls: 2.0028, d1.loss_bbox: 0.7810, d1.loss_iou: 1.1622, d2.loss_cls: 1.9688, d2.loss_bbox: 0.7651, d2.loss_iou: 1.1397, d3.loss_cls: 1.9485, d3.loss_bbox: 0.7545, d3.loss_iou: 1.1303, d4.loss_cls: 1.9360, d4.loss_bbox: 0.7486, d4.loss_iou: 1.1227, loss: 23.2798, grad_norm: 16.1873 -2022-10-26 22:06:00,743 - mmdet - INFO - Epoch [35][550/1849] lr: 2.000e-04, eta: 1:06:37, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9105, loss_bbox: 0.7451, loss_iou: 1.1182, d0.loss_cls: 2.0187, d0.loss_bbox: 0.8017, d0.loss_iou: 1.1860, d1.loss_cls: 1.9831, d1.loss_bbox: 0.7821, d1.loss_iou: 1.1596, d2.loss_cls: 1.9526, d2.loss_bbox: 0.7641, d2.loss_iou: 1.1382, d3.loss_cls: 1.9311, d3.loss_bbox: 0.7541, d3.loss_iou: 1.1281, d4.loss_cls: 1.9169, d4.loss_bbox: 0.7470, d4.loss_iou: 1.1212, loss: 23.1584, grad_norm: 16.0280 -2022-10-26 22:06:07,707 - mmdet - INFO - Epoch [35][600/1849] lr: 2.000e-04, eta: 1:06:30, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9114, loss_bbox: 0.7469, loss_iou: 1.1170, d0.loss_cls: 2.0185, d0.loss_bbox: 0.8024, d0.loss_iou: 1.1840, d1.loss_cls: 1.9845, d1.loss_bbox: 0.7818, d1.loss_iou: 1.1587, d2.loss_cls: 1.9556, d2.loss_bbox: 0.7659, d2.loss_iou: 1.1367, d3.loss_cls: 1.9342, d3.loss_bbox: 0.7554, d3.loss_iou: 1.1271, d4.loss_cls: 1.9215, d4.loss_bbox: 0.7497, d4.loss_iou: 1.1200, loss: 23.1714, grad_norm: 15.2940 -2022-10-26 22:06:14,524 - mmdet - INFO - Epoch [35][650/1849] lr: 2.000e-04, eta: 1:06:23, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9142, loss_bbox: 0.7450, loss_iou: 1.1191, d0.loss_cls: 2.0246, d0.loss_bbox: 0.8008, d0.loss_iou: 1.1872, d1.loss_cls: 1.9870, d1.loss_bbox: 0.7803, d1.loss_iou: 1.1607, d2.loss_cls: 1.9554, d2.loss_bbox: 0.7632, d2.loss_iou: 1.1388, d3.loss_cls: 1.9350, d3.loss_bbox: 0.7534, d3.loss_iou: 1.1287, d4.loss_cls: 1.9213, d4.loss_bbox: 0.7474, d4.loss_iou: 1.1217, loss: 23.1836, grad_norm: 14.7396 -2022-10-26 22:06:21,534 - mmdet - INFO - Epoch [35][700/1849] lr: 2.000e-04, eta: 1:06:16, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9298, loss_bbox: 0.7461, loss_iou: 1.1199, d0.loss_cls: 2.0413, d0.loss_bbox: 0.8014, d0.loss_iou: 1.1868, d1.loss_cls: 2.0057, d1.loss_bbox: 0.7812, d1.loss_iou: 1.1631, d2.loss_cls: 1.9731, d2.loss_bbox: 0.7641, d2.loss_iou: 1.1397, d3.loss_cls: 1.9513, d3.loss_bbox: 0.7545, d3.loss_iou: 1.1294, d4.loss_cls: 1.9368, d4.loss_bbox: 0.7482, d4.loss_iou: 1.1226, loss: 23.2947, grad_norm: 15.3668 -2022-10-26 22:06:28,380 - mmdet - INFO - Epoch [35][750/1849] lr: 2.000e-04, eta: 1:06:09, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9261, loss_bbox: 0.7480, loss_iou: 1.1192, d0.loss_cls: 2.0392, d0.loss_bbox: 0.8018, d0.loss_iou: 1.1866, d1.loss_cls: 2.0009, d1.loss_bbox: 0.7836, d1.loss_iou: 1.1627, d2.loss_cls: 1.9704, d2.loss_bbox: 0.7666, d2.loss_iou: 1.1412, d3.loss_cls: 1.9475, d3.loss_bbox: 0.7559, d3.loss_iou: 1.1300, d4.loss_cls: 1.9337, d4.loss_bbox: 0.7500, d4.loss_iou: 1.1222, loss: 23.2855, grad_norm: 16.0685 -2022-10-26 22:06:35,105 - mmdet - INFO - Epoch [35][800/1849] lr: 2.000e-04, eta: 1:06:02, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9185, loss_bbox: 0.7473, loss_iou: 1.1224, d0.loss_cls: 2.0234, d0.loss_bbox: 0.8009, d0.loss_iou: 1.1877, d1.loss_cls: 1.9912, d1.loss_bbox: 0.7819, d1.loss_iou: 1.1616, d2.loss_cls: 1.9594, d2.loss_bbox: 0.7660, d2.loss_iou: 1.1404, d3.loss_cls: 1.9402, d3.loss_bbox: 0.7552, d3.loss_iou: 1.1309, d4.loss_cls: 1.9272, d4.loss_bbox: 0.7498, d4.loss_iou: 1.1249, loss: 23.2289, grad_norm: 15.4127 -2022-10-26 22:06:42,032 - mmdet - INFO - Epoch [35][850/1849] lr: 2.000e-04, eta: 1:05:55, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9333, loss_bbox: 0.7495, loss_iou: 1.1171, d0.loss_cls: 2.0397, d0.loss_bbox: 0.8025, d0.loss_iou: 1.1844, d1.loss_cls: 2.0075, d1.loss_bbox: 0.7843, d1.loss_iou: 1.1599, d2.loss_cls: 1.9752, d2.loss_bbox: 0.7673, d2.loss_iou: 1.1380, d3.loss_cls: 1.9567, d3.loss_bbox: 0.7570, d3.loss_iou: 1.1266, d4.loss_cls: 1.9414, d4.loss_bbox: 0.7512, d4.loss_iou: 1.1197, loss: 23.3114, grad_norm: 13.7242 -2022-10-26 22:06:48,937 - mmdet - INFO - Epoch [35][900/1849] lr: 2.000e-04, eta: 1:05:49, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9237, loss_bbox: 0.7452, loss_iou: 1.1124, d0.loss_cls: 2.0285, d0.loss_bbox: 0.7987, d0.loss_iou: 1.1792, d1.loss_cls: 1.9990, d1.loss_bbox: 0.7805, d1.loss_iou: 1.1555, d2.loss_cls: 1.9643, d2.loss_bbox: 0.7643, d2.loss_iou: 1.1340, d3.loss_cls: 1.9467, d3.loss_bbox: 0.7533, d3.loss_iou: 1.1227, d4.loss_cls: 1.9328, d4.loss_bbox: 0.7478, d4.loss_iou: 1.1147, loss: 23.2032, grad_norm: 13.3989 -2022-10-26 22:06:55,674 - mmdet - INFO - Epoch [35][950/1849] lr: 2.000e-04, eta: 1:05:42, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9248, loss_bbox: 0.7528, loss_iou: 1.1220, d0.loss_cls: 2.0348, d0.loss_bbox: 0.8074, d0.loss_iou: 1.1871, d1.loss_cls: 2.0009, d1.loss_bbox: 0.7880, d1.loss_iou: 1.1632, d2.loss_cls: 1.9682, d2.loss_bbox: 0.7718, d2.loss_iou: 1.1414, d3.loss_cls: 1.9474, d3.loss_bbox: 0.7615, d3.loss_iou: 1.1308, d4.loss_cls: 1.9337, d4.loss_bbox: 0.7556, d4.loss_iou: 1.1244, loss: 23.3158, grad_norm: 17.4004 -2022-10-26 22:07:02,712 - mmdet - INFO - Epoch [35][1000/1849] lr: 2.000e-04, eta: 1:05:35, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9204, loss_bbox: 0.7458, loss_iou: 1.1171, d0.loss_cls: 2.0334, d0.loss_bbox: 0.8004, d0.loss_iou: 1.1833, d1.loss_cls: 2.0026, d1.loss_bbox: 0.7812, d1.loss_iou: 1.1593, d2.loss_cls: 1.9672, d2.loss_bbox: 0.7643, d2.loss_iou: 1.1381, d3.loss_cls: 1.9445, d3.loss_bbox: 0.7545, d3.loss_iou: 1.1272, d4.loss_cls: 1.9296, d4.loss_bbox: 0.7479, d4.loss_iou: 1.1198, loss: 23.2364, grad_norm: 16.3798 -2022-10-26 22:07:09,541 - mmdet - INFO - Epoch [35][1050/1849] lr: 2.000e-04, eta: 1:05:28, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9191, loss_bbox: 0.7426, loss_iou: 1.1186, d0.loss_cls: 2.0258, d0.loss_bbox: 0.7990, d0.loss_iou: 1.1855, d1.loss_cls: 1.9923, d1.loss_bbox: 0.7776, d1.loss_iou: 1.1608, d2.loss_cls: 1.9618, d2.loss_bbox: 0.7614, d2.loss_iou: 1.1392, d3.loss_cls: 1.9399, d3.loss_bbox: 0.7511, d3.loss_iou: 1.1282, d4.loss_cls: 1.9279, d4.loss_bbox: 0.7447, d4.loss_iou: 1.1208, loss: 23.1963, grad_norm: 15.6003 -2022-10-26 22:07:16,582 - mmdet - INFO - Epoch [35][1100/1849] lr: 2.000e-04, eta: 1:05:21, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9314, loss_bbox: 0.7485, loss_iou: 1.1187, d0.loss_cls: 2.0376, d0.loss_bbox: 0.8006, d0.loss_iou: 1.1856, d1.loss_cls: 2.0029, d1.loss_bbox: 0.7845, d1.loss_iou: 1.1606, d2.loss_cls: 1.9716, d2.loss_bbox: 0.7673, d2.loss_iou: 1.1393, d3.loss_cls: 1.9518, d3.loss_bbox: 0.7571, d3.loss_iou: 1.1283, d4.loss_cls: 1.9399, d4.loss_bbox: 0.7504, d4.loss_iou: 1.1214, loss: 23.2975, grad_norm: 15.0500 -2022-10-26 22:07:23,444 - mmdet - INFO - Epoch [35][1150/1849] lr: 2.000e-04, eta: 1:05:14, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9248, loss_bbox: 0.7474, loss_iou: 1.1198, d0.loss_cls: 2.0377, d0.loss_bbox: 0.8030, d0.loss_iou: 1.1868, d1.loss_cls: 2.0014, d1.loss_bbox: 0.7831, d1.loss_iou: 1.1619, d2.loss_cls: 1.9692, d2.loss_bbox: 0.7662, d2.loss_iou: 1.1386, d3.loss_cls: 1.9480, d3.loss_bbox: 0.7562, d3.loss_iou: 1.1286, d4.loss_cls: 1.9325, d4.loss_bbox: 0.7497, d4.loss_iou: 1.1219, loss: 23.2767, grad_norm: 14.6793 -2022-10-26 22:07:30,428 - mmdet - INFO - Epoch [35][1200/1849] lr: 2.000e-04, eta: 1:05:07, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9250, loss_bbox: 0.7504, loss_iou: 1.1202, d0.loss_cls: 2.0310, d0.loss_bbox: 0.8028, d0.loss_iou: 1.1841, d1.loss_cls: 2.0002, d1.loss_bbox: 0.7839, d1.loss_iou: 1.1611, d2.loss_cls: 1.9662, d2.loss_bbox: 0.7681, d2.loss_iou: 1.1396, d3.loss_cls: 1.9461, d3.loss_bbox: 0.7581, d3.loss_iou: 1.1288, d4.loss_cls: 1.9332, d4.loss_bbox: 0.7522, d4.loss_iou: 1.1222, loss: 23.2734, grad_norm: 17.0937 -2022-10-26 22:07:37,248 - mmdet - INFO - Epoch [35][1250/1849] lr: 2.000e-04, eta: 1:05:00, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9194, loss_bbox: 0.7465, loss_iou: 1.1148, d0.loss_cls: 2.0323, d0.loss_bbox: 0.8017, d0.loss_iou: 1.1815, d1.loss_cls: 1.9945, d1.loss_bbox: 0.7821, d1.loss_iou: 1.1573, d2.loss_cls: 1.9600, d2.loss_bbox: 0.7651, d2.loss_iou: 1.1349, d3.loss_cls: 1.9408, d3.loss_bbox: 0.7551, d3.loss_iou: 1.1243, d4.loss_cls: 1.9277, d4.loss_bbox: 0.7486, d4.loss_iou: 1.1179, loss: 23.2045, grad_norm: 15.2000 -2022-10-26 22:07:44,082 - mmdet - INFO - Epoch [35][1300/1849] lr: 2.000e-04, eta: 1:04:54, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9199, loss_bbox: 0.7441, loss_iou: 1.1165, d0.loss_cls: 2.0301, d0.loss_bbox: 0.7985, d0.loss_iou: 1.1837, d1.loss_cls: 1.9937, d1.loss_bbox: 0.7797, d1.loss_iou: 1.1591, d2.loss_cls: 1.9654, d2.loss_bbox: 0.7628, d2.loss_iou: 1.1367, d3.loss_cls: 1.9427, d3.loss_bbox: 0.7530, d3.loss_iou: 1.1258, d4.loss_cls: 1.9294, d4.loss_bbox: 0.7461, d4.loss_iou: 1.1193, loss: 23.2065, grad_norm: 14.6597 -2022-10-26 22:07:50,802 - mmdet - INFO - Epoch [35][1350/1849] lr: 2.000e-04, eta: 1:04:47, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.9186, loss_bbox: 0.7464, loss_iou: 1.1156, d0.loss_cls: 2.0300, d0.loss_bbox: 0.8020, d0.loss_iou: 1.1834, d1.loss_cls: 1.9909, d1.loss_bbox: 0.7825, d1.loss_iou: 1.1589, d2.loss_cls: 1.9597, d2.loss_bbox: 0.7648, d2.loss_iou: 1.1365, d3.loss_cls: 1.9401, d3.loss_bbox: 0.7544, d3.loss_iou: 1.1260, d4.loss_cls: 1.9282, d4.loss_bbox: 0.7483, d4.loss_iou: 1.1183, loss: 23.2045, grad_norm: 15.4353 -2022-10-26 22:07:57,702 - mmdet - INFO - Epoch [35][1400/1849] lr: 2.000e-04, eta: 1:04:40, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9313, loss_bbox: 0.7491, loss_iou: 1.1186, d0.loss_cls: 2.0380, d0.loss_bbox: 0.8039, d0.loss_iou: 1.1868, d1.loss_cls: 2.0034, d1.loss_bbox: 0.7831, d1.loss_iou: 1.1619, d2.loss_cls: 1.9726, d2.loss_bbox: 0.7668, d2.loss_iou: 1.1398, d3.loss_cls: 1.9526, d3.loss_bbox: 0.7562, d3.loss_iou: 1.1293, d4.loss_cls: 1.9391, d4.loss_bbox: 0.7506, d4.loss_iou: 1.1219, loss: 23.3049, grad_norm: 16.8487 -2022-10-26 22:08:04,599 - mmdet - INFO - Epoch [35][1450/1849] lr: 2.000e-04, eta: 1:04:33, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9169, loss_bbox: 0.7473, loss_iou: 1.1146, d0.loss_cls: 2.0326, d0.loss_bbox: 0.8018, d0.loss_iou: 1.1827, d1.loss_cls: 1.9958, d1.loss_bbox: 0.7818, d1.loss_iou: 1.1580, d2.loss_cls: 1.9620, d2.loss_bbox: 0.7648, d2.loss_iou: 1.1350, d3.loss_cls: 1.9431, d3.loss_bbox: 0.7550, d3.loss_iou: 1.1241, d4.loss_cls: 1.9262, d4.loss_bbox: 0.7491, d4.loss_iou: 1.1174, loss: 23.2081, grad_norm: 16.3189 -2022-10-26 22:08:11,476 - mmdet - INFO - Epoch [35][1500/1849] lr: 2.000e-04, eta: 1:04:26, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9072, loss_bbox: 0.7481, loss_iou: 1.1194, d0.loss_cls: 2.0168, d0.loss_bbox: 0.8027, d0.loss_iou: 1.1864, d1.loss_cls: 1.9825, d1.loss_bbox: 0.7829, d1.loss_iou: 1.1616, d2.loss_cls: 1.9478, d2.loss_bbox: 0.7672, d2.loss_iou: 1.1394, d3.loss_cls: 1.9274, d3.loss_bbox: 0.7567, d3.loss_iou: 1.1293, d4.loss_cls: 1.9160, d4.loss_bbox: 0.7500, d4.loss_iou: 1.1220, loss: 23.1631, grad_norm: 15.2547 -2022-10-26 22:08:18,213 - mmdet - INFO - Epoch [35][1550/1849] lr: 2.000e-04, eta: 1:04:19, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9265, loss_bbox: 0.7436, loss_iou: 1.1144, d0.loss_cls: 2.0326, d0.loss_bbox: 0.8003, d0.loss_iou: 1.1838, d1.loss_cls: 1.9989, d1.loss_bbox: 0.7797, d1.loss_iou: 1.1579, d2.loss_cls: 1.9692, d2.loss_bbox: 0.7629, d2.loss_iou: 1.1354, d3.loss_cls: 1.9476, d3.loss_bbox: 0.7516, d3.loss_iou: 1.1248, d4.loss_cls: 1.9341, d4.loss_bbox: 0.7455, d4.loss_iou: 1.1172, loss: 23.2258, grad_norm: 15.3884 -2022-10-26 22:08:25,197 - mmdet - INFO - Epoch [35][1600/1849] lr: 2.000e-04, eta: 1:04:12, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9097, loss_bbox: 0.7476, loss_iou: 1.1217, d0.loss_cls: 2.0212, d0.loss_bbox: 0.8019, d0.loss_iou: 1.1869, d1.loss_cls: 1.9826, d1.loss_bbox: 0.7805, d1.loss_iou: 1.1625, d2.loss_cls: 1.9521, d2.loss_bbox: 0.7653, d2.loss_iou: 1.1407, d3.loss_cls: 1.9311, d3.loss_bbox: 0.7555, d3.loss_iou: 1.1308, d4.loss_cls: 1.9180, d4.loss_bbox: 0.7502, d4.loss_iou: 1.1241, loss: 23.1824, grad_norm: 16.0890 -2022-10-26 22:08:32,260 - mmdet - INFO - Epoch [35][1650/1849] lr: 2.000e-04, eta: 1:04:05, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9170, loss_bbox: 0.7470, loss_iou: 1.1225, d0.loss_cls: 2.0270, d0.loss_bbox: 0.8004, d0.loss_iou: 1.1884, d1.loss_cls: 1.9903, d1.loss_bbox: 0.7810, d1.loss_iou: 1.1643, d2.loss_cls: 1.9586, d2.loss_bbox: 0.7651, d2.loss_iou: 1.1434, d3.loss_cls: 1.9396, d3.loss_bbox: 0.7548, d3.loss_iou: 1.1317, d4.loss_cls: 1.9250, d4.loss_bbox: 0.7487, d4.loss_iou: 1.1249, loss: 23.2297, grad_norm: 18.2341 -2022-10-26 22:08:39,143 - mmdet - INFO - Epoch [35][1700/1849] lr: 2.000e-04, eta: 1:03:58, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9084, loss_bbox: 0.7452, loss_iou: 1.1149, d0.loss_cls: 2.0158, d0.loss_bbox: 0.8004, d0.loss_iou: 1.1826, d1.loss_cls: 1.9836, d1.loss_bbox: 0.7807, d1.loss_iou: 1.1579, d2.loss_cls: 1.9533, d2.loss_bbox: 0.7629, d2.loss_iou: 1.1356, d3.loss_cls: 1.9318, d3.loss_bbox: 0.7535, d3.loss_iou: 1.1244, d4.loss_cls: 1.9164, d4.loss_bbox: 0.7475, d4.loss_iou: 1.1173, loss: 23.1320, grad_norm: 15.5002 -2022-10-26 22:08:45,965 - mmdet - INFO - Epoch [35][1750/1849] lr: 2.000e-04, eta: 1:03:52, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9171, loss_bbox: 0.7448, loss_iou: 1.1132, d0.loss_cls: 2.0266, d0.loss_bbox: 0.8009, d0.loss_iou: 1.1821, d1.loss_cls: 1.9953, d1.loss_bbox: 0.7799, d1.loss_iou: 1.1558, d2.loss_cls: 1.9588, d2.loss_bbox: 0.7634, d2.loss_iou: 1.1335, d3.loss_cls: 1.9429, d3.loss_bbox: 0.7532, d3.loss_iou: 1.1220, d4.loss_cls: 1.9262, d4.loss_bbox: 0.7470, d4.loss_iou: 1.1158, loss: 23.1785, grad_norm: 15.7657 -2022-10-26 22:08:52,859 - mmdet - INFO - Epoch [35][1800/1849] lr: 2.000e-04, eta: 1:03:45, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9241, loss_bbox: 0.7472, loss_iou: 1.1161, d0.loss_cls: 2.0357, d0.loss_bbox: 0.8013, d0.loss_iou: 1.1819, d1.loss_cls: 1.9989, d1.loss_bbox: 0.7818, d1.loss_iou: 1.1573, d2.loss_cls: 1.9674, d2.loss_bbox: 0.7650, d2.loss_iou: 1.1353, d3.loss_cls: 1.9451, d3.loss_bbox: 0.7550, d3.loss_iou: 1.1253, d4.loss_cls: 1.9320, d4.loss_bbox: 0.7488, d4.loss_iou: 1.1186, loss: 23.2369, grad_norm: 16.1131 -2022-10-26 22:08:59,792 - mmdet - INFO - Saving checkpoint at 35 epochs -2022-10-26 22:09:10,662 - mmdet - INFO - Epoch [36][50/1849] lr: 2.000e-04, eta: 1:03:30, time: 0.204, data_time: 0.064, memory: 4401, loss_cls: 1.9159, loss_bbox: 0.7486, loss_iou: 1.1194, d0.loss_cls: 2.0270, d0.loss_bbox: 0.8033, d0.loss_iou: 1.1870, d1.loss_cls: 1.9901, d1.loss_bbox: 0.7835, d1.loss_iou: 1.1616, d2.loss_cls: 1.9578, d2.loss_bbox: 0.7668, d2.loss_iou: 1.1395, d3.loss_cls: 1.9383, d3.loss_bbox: 0.7574, d3.loss_iou: 1.1288, d4.loss_cls: 1.9232, d4.loss_bbox: 0.7507, d4.loss_iou: 1.1220, loss: 23.2209, grad_norm: 15.5256 -2022-10-26 22:09:17,628 - mmdet - INFO - Epoch [36][100/1849] lr: 2.000e-04, eta: 1:03:23, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9179, loss_bbox: 0.7456, loss_iou: 1.1189, d0.loss_cls: 2.0285, d0.loss_bbox: 0.8021, d0.loss_iou: 1.1870, d1.loss_cls: 1.9950, d1.loss_bbox: 0.7801, d1.loss_iou: 1.1625, d2.loss_cls: 1.9632, d2.loss_bbox: 0.7640, d2.loss_iou: 1.1389, d3.loss_cls: 1.9389, d3.loss_bbox: 0.7535, d3.loss_iou: 1.1292, d4.loss_cls: 1.9261, d4.loss_bbox: 0.7480, d4.loss_iou: 1.1216, loss: 23.2211, grad_norm: 14.2744 -2022-10-26 22:09:24,652 - mmdet - INFO - Epoch [36][150/1849] lr: 2.000e-04, eta: 1:03:16, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9161, loss_bbox: 0.7452, loss_iou: 1.1156, d0.loss_cls: 2.0301, d0.loss_bbox: 0.7995, d0.loss_iou: 1.1840, d1.loss_cls: 1.9963, d1.loss_bbox: 0.7803, d1.loss_iou: 1.1573, d2.loss_cls: 1.9617, d2.loss_bbox: 0.7637, d2.loss_iou: 1.1350, d3.loss_cls: 1.9402, d3.loss_bbox: 0.7532, d3.loss_iou: 1.1252, d4.loss_cls: 1.9261, d4.loss_bbox: 0.7471, d4.loss_iou: 1.1184, loss: 23.1951, grad_norm: 15.8840 -2022-10-26 22:09:31,628 - mmdet - INFO - Epoch [36][200/1849] lr: 2.000e-04, eta: 1:03:09, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9097, loss_bbox: 0.7460, loss_iou: 1.1148, d0.loss_cls: 2.0209, d0.loss_bbox: 0.8017, d0.loss_iou: 1.1832, d1.loss_cls: 1.9857, d1.loss_bbox: 0.7817, d1.loss_iou: 1.1582, d2.loss_cls: 1.9520, d2.loss_bbox: 0.7650, d2.loss_iou: 1.1351, d3.loss_cls: 1.9316, d3.loss_bbox: 0.7543, d3.loss_iou: 1.1252, d4.loss_cls: 1.9176, d4.loss_bbox: 0.7483, d4.loss_iou: 1.1178, loss: 23.1489, grad_norm: 14.5644 -2022-10-26 22:09:38,690 - mmdet - INFO - Epoch [36][250/1849] lr: 2.000e-04, eta: 1:03:02, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9142, loss_bbox: 0.7428, loss_iou: 1.1134, d0.loss_cls: 2.0255, d0.loss_bbox: 0.7982, d0.loss_iou: 1.1825, d1.loss_cls: 1.9916, d1.loss_bbox: 0.7786, d1.loss_iou: 1.1561, d2.loss_cls: 1.9565, d2.loss_bbox: 0.7616, d2.loss_iou: 1.1337, d3.loss_cls: 1.9351, d3.loss_bbox: 0.7511, d3.loss_iou: 1.1232, d4.loss_cls: 1.9223, d4.loss_bbox: 0.7446, d4.loss_iou: 1.1159, loss: 23.1470, grad_norm: 15.8574 -2022-10-26 22:09:45,817 - mmdet - INFO - Epoch [36][300/1849] lr: 2.000e-04, eta: 1:02:56, time: 0.142, data_time: 0.006, memory: 4401, loss_cls: 1.9204, loss_bbox: 0.7464, loss_iou: 1.1192, d0.loss_cls: 2.0347, d0.loss_bbox: 0.8014, d0.loss_iou: 1.1859, d1.loss_cls: 1.9979, d1.loss_bbox: 0.7805, d1.loss_iou: 1.1601, d2.loss_cls: 1.9646, d2.loss_bbox: 0.7649, d2.loss_iou: 1.1378, d3.loss_cls: 1.9452, d3.loss_bbox: 0.7545, d3.loss_iou: 1.1287, d4.loss_cls: 1.9296, d4.loss_bbox: 0.7483, d4.loss_iou: 1.1221, loss: 23.2420, grad_norm: 16.0654 -2022-10-26 22:09:52,809 - mmdet - INFO - Epoch [36][350/1849] lr: 2.000e-04, eta: 1:02:49, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9127, loss_bbox: 0.7469, loss_iou: 1.1085, d0.loss_cls: 2.0227, d0.loss_bbox: 0.8029, d0.loss_iou: 1.1755, d1.loss_cls: 1.9874, d1.loss_bbox: 0.7819, d1.loss_iou: 1.1510, d2.loss_cls: 1.9553, d2.loss_bbox: 0.7656, d2.loss_iou: 1.1289, d3.loss_cls: 1.9343, d3.loss_bbox: 0.7559, d3.loss_iou: 1.1175, d4.loss_cls: 1.9203, d4.loss_bbox: 0.7492, d4.loss_iou: 1.1107, loss: 23.1273, grad_norm: 16.6111 -2022-10-26 22:09:59,948 - mmdet - INFO - Epoch [36][400/1849] lr: 2.000e-04, eta: 1:02:42, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9238, loss_bbox: 0.7496, loss_iou: 1.1182, d0.loss_cls: 2.0347, d0.loss_bbox: 0.8035, d0.loss_iou: 1.1857, d1.loss_cls: 2.0006, d1.loss_bbox: 0.7837, d1.loss_iou: 1.1609, d2.loss_cls: 1.9678, d2.loss_bbox: 0.7676, d2.loss_iou: 1.1384, d3.loss_cls: 1.9456, d3.loss_bbox: 0.7576, d3.loss_iou: 1.1278, d4.loss_cls: 1.9326, d4.loss_bbox: 0.7512, d4.loss_iou: 1.1205, loss: 23.2697, grad_norm: 14.2270 -2022-10-26 22:10:06,886 - mmdet - INFO - Epoch [36][450/1849] lr: 2.000e-04, eta: 1:02:35, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9158, loss_bbox: 0.7472, loss_iou: 1.1231, d0.loss_cls: 2.0239, d0.loss_bbox: 0.8001, d0.loss_iou: 1.1890, d1.loss_cls: 1.9924, d1.loss_bbox: 0.7821, d1.loss_iou: 1.1652, d2.loss_cls: 1.9591, d2.loss_bbox: 0.7662, d2.loss_iou: 1.1428, d3.loss_cls: 1.9391, d3.loss_bbox: 0.7556, d3.loss_iou: 1.1314, d4.loss_cls: 1.9253, d4.loss_bbox: 0.7496, d4.loss_iou: 1.1253, loss: 23.2331, grad_norm: 16.2222 -2022-10-26 22:10:13,703 - mmdet - INFO - Epoch [36][500/1849] lr: 2.000e-04, eta: 1:02:28, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9053, loss_bbox: 0.7420, loss_iou: 1.1103, d0.loss_cls: 2.0177, d0.loss_bbox: 0.7980, d0.loss_iou: 1.1789, d1.loss_cls: 1.9839, d1.loss_bbox: 0.7781, d1.loss_iou: 1.1544, d2.loss_cls: 1.9513, d2.loss_bbox: 0.7612, d2.loss_iou: 1.1306, d3.loss_cls: 1.9290, d3.loss_bbox: 0.7508, d3.loss_iou: 1.1199, d4.loss_cls: 1.9141, d4.loss_bbox: 0.7444, d4.loss_iou: 1.1130, loss: 23.0829, grad_norm: 14.9317 -2022-10-26 22:10:20,753 - mmdet - INFO - Epoch [36][550/1849] lr: 2.000e-04, eta: 1:02:21, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9279, loss_bbox: 0.7502, loss_iou: 1.1202, d0.loss_cls: 2.0368, d0.loss_bbox: 0.8038, d0.loss_iou: 1.1857, d1.loss_cls: 2.0038, d1.loss_bbox: 0.7847, d1.loss_iou: 1.1615, d2.loss_cls: 1.9691, d2.loss_bbox: 0.7686, d2.loss_iou: 1.1393, d3.loss_cls: 1.9505, d3.loss_bbox: 0.7588, d3.loss_iou: 1.1292, d4.loss_cls: 1.9357, d4.loss_bbox: 0.7529, d4.loss_iou: 1.1223, loss: 23.3011, grad_norm: 16.1572 -2022-10-26 22:10:27,703 - mmdet - INFO - Epoch [36][600/1849] lr: 2.000e-04, eta: 1:02:14, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9142, loss_bbox: 0.7433, loss_iou: 1.1127, d0.loss_cls: 2.0221, d0.loss_bbox: 0.7977, d0.loss_iou: 1.1789, d1.loss_cls: 1.9885, d1.loss_bbox: 0.7782, d1.loss_iou: 1.1551, d2.loss_cls: 1.9542, d2.loss_bbox: 0.7621, d2.loss_iou: 1.1337, d3.loss_cls: 1.9362, d3.loss_bbox: 0.7521, d3.loss_iou: 1.1223, d4.loss_cls: 1.9206, d4.loss_bbox: 0.7458, d4.loss_iou: 1.1151, loss: 23.1328, grad_norm: 14.1575 -2022-10-26 22:10:34,647 - mmdet - INFO - Epoch [36][650/1849] lr: 2.000e-04, eta: 1:02:08, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9139, loss_bbox: 0.7444, loss_iou: 1.1163, d0.loss_cls: 2.0272, d0.loss_bbox: 0.7980, d0.loss_iou: 1.1828, d1.loss_cls: 1.9915, d1.loss_bbox: 0.7784, d1.loss_iou: 1.1576, d2.loss_cls: 1.9595, d2.loss_bbox: 0.7622, d2.loss_iou: 1.1354, d3.loss_cls: 1.9369, d3.loss_bbox: 0.7527, d3.loss_iou: 1.1249, d4.loss_cls: 1.9233, d4.loss_bbox: 0.7462, d4.loss_iou: 1.1185, loss: 23.1696, grad_norm: 14.6757 -2022-10-26 22:10:41,916 - mmdet - INFO - Epoch [36][700/1849] lr: 2.000e-04, eta: 1:02:01, time: 0.145, data_time: 0.005, memory: 4401, loss_cls: 1.9334, loss_bbox: 0.7481, loss_iou: 1.1206, d0.loss_cls: 2.0417, d0.loss_bbox: 0.8017, d0.loss_iou: 1.1866, d1.loss_cls: 2.0072, d1.loss_bbox: 0.7831, d1.loss_iou: 1.1631, d2.loss_cls: 1.9763, d2.loss_bbox: 0.7675, d2.loss_iou: 1.1405, d3.loss_cls: 1.9559, d3.loss_bbox: 0.7572, d3.loss_iou: 1.1300, d4.loss_cls: 1.9409, d4.loss_bbox: 0.7507, d4.loss_iou: 1.1236, loss: 23.3281, grad_norm: 15.5632 -2022-10-26 22:10:48,760 - mmdet - INFO - Epoch [36][750/1849] lr: 2.000e-04, eta: 1:01:54, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9148, loss_bbox: 0.7472, loss_iou: 1.1187, d0.loss_cls: 2.0220, d0.loss_bbox: 0.8023, d0.loss_iou: 1.1873, d1.loss_cls: 1.9888, d1.loss_bbox: 0.7826, d1.loss_iou: 1.1604, d2.loss_cls: 1.9580, d2.loss_bbox: 0.7658, d2.loss_iou: 1.1372, d3.loss_cls: 1.9385, d3.loss_bbox: 0.7561, d3.loss_iou: 1.1278, d4.loss_cls: 1.9238, d4.loss_bbox: 0.7492, d4.loss_iou: 1.1218, loss: 23.2024, grad_norm: 15.5851 -2022-10-26 22:10:55,631 - mmdet - INFO - Epoch [36][800/1849] lr: 2.000e-04, eta: 1:01:47, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9096, loss_bbox: 0.7390, loss_iou: 1.1153, d0.loss_cls: 2.0171, d0.loss_bbox: 0.7926, d0.loss_iou: 1.1818, d1.loss_cls: 1.9832, d1.loss_bbox: 0.7745, d1.loss_iou: 1.1574, d2.loss_cls: 1.9524, d2.loss_bbox: 0.7577, d2.loss_iou: 1.1347, d3.loss_cls: 1.9304, d3.loss_bbox: 0.7473, d3.loss_iou: 1.1248, d4.loss_cls: 1.9179, d4.loss_bbox: 0.7410, d4.loss_iou: 1.1178, loss: 23.0942, grad_norm: 16.4176 -2022-10-26 22:11:02,636 - mmdet - INFO - Epoch [36][850/1849] lr: 2.000e-04, eta: 1:01:40, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9176, loss_bbox: 0.7458, loss_iou: 1.1160, d0.loss_cls: 2.0242, d0.loss_bbox: 0.7987, d0.loss_iou: 1.1829, d1.loss_cls: 1.9930, d1.loss_bbox: 0.7796, d1.loss_iou: 1.1582, d2.loss_cls: 1.9588, d2.loss_bbox: 0.7645, d2.loss_iou: 1.1357, d3.loss_cls: 1.9399, d3.loss_bbox: 0.7538, d3.loss_iou: 1.1261, d4.loss_cls: 1.9252, d4.loss_bbox: 0.7482, d4.loss_iou: 1.1187, loss: 23.1872, grad_norm: 15.8392 -2022-10-26 22:11:09,667 - mmdet - INFO - Epoch [36][900/1849] lr: 2.000e-04, eta: 1:01:33, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9200, loss_bbox: 0.7465, loss_iou: 1.1194, d0.loss_cls: 2.0332, d0.loss_bbox: 0.8013, d0.loss_iou: 1.1874, d1.loss_cls: 1.9993, d1.loss_bbox: 0.7816, d1.loss_iou: 1.1613, d2.loss_cls: 1.9644, d2.loss_bbox: 0.7649, d2.loss_iou: 1.1381, d3.loss_cls: 1.9429, d3.loss_bbox: 0.7545, d3.loss_iou: 1.1284, d4.loss_cls: 1.9290, d4.loss_bbox: 0.7491, d4.loss_iou: 1.1217, loss: 23.2429, grad_norm: 15.5505 -2022-10-26 22:11:16,682 - mmdet - INFO - Epoch [36][950/1849] lr: 2.000e-04, eta: 1:01:27, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9161, loss_bbox: 0.7494, loss_iou: 1.1201, d0.loss_cls: 2.0290, d0.loss_bbox: 0.8035, d0.loss_iou: 1.1858, d1.loss_cls: 1.9938, d1.loss_bbox: 0.7838, d1.loss_iou: 1.1618, d2.loss_cls: 1.9610, d2.loss_bbox: 0.7671, d2.loss_iou: 1.1403, d3.loss_cls: 1.9395, d3.loss_bbox: 0.7569, d3.loss_iou: 1.1296, d4.loss_cls: 1.9248, d4.loss_bbox: 0.7515, d4.loss_iou: 1.1223, loss: 23.2362, grad_norm: 14.3155 -2022-10-26 22:11:23,602 - mmdet - INFO - Epoch [36][1000/1849] lr: 2.000e-04, eta: 1:01:20, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9108, loss_bbox: 0.7476, loss_iou: 1.1191, d0.loss_cls: 2.0212, d0.loss_bbox: 0.8021, d0.loss_iou: 1.1876, d1.loss_cls: 1.9890, d1.loss_bbox: 0.7813, d1.loss_iou: 1.1620, d2.loss_cls: 1.9598, d2.loss_bbox: 0.7645, d2.loss_iou: 1.1400, d3.loss_cls: 1.9352, d3.loss_bbox: 0.7550, d3.loss_iou: 1.1290, d4.loss_cls: 1.9198, d4.loss_bbox: 0.7492, d4.loss_iou: 1.1218, loss: 23.1950, grad_norm: 15.1778 -2022-10-26 22:11:30,684 - mmdet - INFO - Epoch [36][1050/1849] lr: 2.000e-04, eta: 1:01:13, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9152, loss_bbox: 0.7497, loss_iou: 1.1212, d0.loss_cls: 2.0251, d0.loss_bbox: 0.8036, d0.loss_iou: 1.1870, d1.loss_cls: 1.9917, d1.loss_bbox: 0.7846, d1.loss_iou: 1.1630, d2.loss_cls: 1.9578, d2.loss_bbox: 0.7684, d2.loss_iou: 1.1406, d3.loss_cls: 1.9373, d3.loss_bbox: 0.7585, d3.loss_iou: 1.1301, d4.loss_cls: 1.9222, d4.loss_bbox: 0.7518, d4.loss_iou: 1.1240, loss: 23.2320, grad_norm: 16.7459 -2022-10-26 22:11:37,686 - mmdet - INFO - Epoch [36][1100/1849] lr: 2.000e-04, eta: 1:01:06, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9186, loss_bbox: 0.7475, loss_iou: 1.1173, d0.loss_cls: 2.0288, d0.loss_bbox: 0.8018, d0.loss_iou: 1.1836, d1.loss_cls: 1.9958, d1.loss_bbox: 0.7813, d1.loss_iou: 1.1600, d2.loss_cls: 1.9641, d2.loss_bbox: 0.7646, d2.loss_iou: 1.1378, d3.loss_cls: 1.9412, d3.loss_bbox: 0.7553, d3.loss_iou: 1.1272, d4.loss_cls: 1.9289, d4.loss_bbox: 0.7493, d4.loss_iou: 1.1197, loss: 23.2227, grad_norm: 17.4520 -2022-10-26 22:11:44,703 - mmdet - INFO - Epoch [36][1150/1849] lr: 2.000e-04, eta: 1:00:59, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9120, loss_bbox: 0.7438, loss_iou: 1.1148, d0.loss_cls: 2.0195, d0.loss_bbox: 0.7976, d0.loss_iou: 1.1806, d1.loss_cls: 1.9851, d1.loss_bbox: 0.7777, d1.loss_iou: 1.1563, d2.loss_cls: 1.9556, d2.loss_bbox: 0.7620, d2.loss_iou: 1.1343, d3.loss_cls: 1.9326, d3.loss_bbox: 0.7526, d3.loss_iou: 1.1238, d4.loss_cls: 1.9207, d4.loss_bbox: 0.7466, d4.loss_iou: 1.1175, loss: 23.1332, grad_norm: 15.5134 -2022-10-26 22:11:51,771 - mmdet - INFO - Epoch [36][1200/1849] lr: 2.000e-04, eta: 1:00:52, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9175, loss_bbox: 0.7422, loss_iou: 1.1113, d0.loss_cls: 2.0245, d0.loss_bbox: 0.7977, d0.loss_iou: 1.1803, d1.loss_cls: 1.9934, d1.loss_bbox: 0.7779, d1.loss_iou: 1.1546, d2.loss_cls: 1.9624, d2.loss_bbox: 0.7615, d2.loss_iou: 1.1310, d3.loss_cls: 1.9409, d3.loss_bbox: 0.7512, d3.loss_iou: 1.1200, d4.loss_cls: 1.9274, d4.loss_bbox: 0.7444, d4.loss_iou: 1.1134, loss: 23.1515, grad_norm: 15.6124 -2022-10-26 22:11:58,824 - mmdet - INFO - Epoch [36][1250/1849] lr: 2.000e-04, eta: 1:00:46, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9224, loss_bbox: 0.7452, loss_iou: 1.1183, d0.loss_cls: 2.0338, d0.loss_bbox: 0.8014, d0.loss_iou: 1.1857, d1.loss_cls: 2.0016, d1.loss_bbox: 0.7808, d1.loss_iou: 1.1607, d2.loss_cls: 1.9670, d2.loss_bbox: 0.7644, d2.loss_iou: 1.1385, d3.loss_cls: 1.9455, d3.loss_bbox: 0.7537, d3.loss_iou: 1.1273, d4.loss_cls: 1.9306, d4.loss_bbox: 0.7471, d4.loss_iou: 1.1210, loss: 23.2451, grad_norm: 17.2565 -2022-10-26 22:12:05,920 - mmdet - INFO - Epoch [36][1300/1849] lr: 2.000e-04, eta: 1:00:39, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9215, loss_bbox: 0.7411, loss_iou: 1.1149, d0.loss_cls: 2.0294, d0.loss_bbox: 0.7967, d0.loss_iou: 1.1827, d1.loss_cls: 1.9952, d1.loss_bbox: 0.7760, d1.loss_iou: 1.1576, d2.loss_cls: 1.9650, d2.loss_bbox: 0.7594, d2.loss_iou: 1.1343, d3.loss_cls: 1.9436, d3.loss_bbox: 0.7493, d3.loss_iou: 1.1243, d4.loss_cls: 1.9297, d4.loss_bbox: 0.7433, d4.loss_iou: 1.1170, loss: 23.1810, grad_norm: 14.9793 -2022-10-26 22:12:12,821 - mmdet - INFO - Epoch [36][1350/1849] lr: 2.000e-04, eta: 1:00:32, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9200, loss_bbox: 0.7486, loss_iou: 1.1190, d0.loss_cls: 2.0285, d0.loss_bbox: 0.8031, d0.loss_iou: 1.1862, d1.loss_cls: 1.9940, d1.loss_bbox: 0.7845, d1.loss_iou: 1.1604, d2.loss_cls: 1.9630, d2.loss_bbox: 0.7681, d2.loss_iou: 1.1385, d3.loss_cls: 1.9426, d3.loss_bbox: 0.7580, d3.loss_iou: 1.1277, d4.loss_cls: 1.9276, d4.loss_bbox: 0.7510, d4.loss_iou: 1.1214, loss: 23.2422, grad_norm: 13.7062 -2022-10-26 22:12:19,920 - mmdet - INFO - Epoch [36][1400/1849] lr: 2.000e-04, eta: 1:00:25, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9225, loss_bbox: 0.7444, loss_iou: 1.1209, d0.loss_cls: 2.0310, d0.loss_bbox: 0.7975, d0.loss_iou: 1.1881, d1.loss_cls: 1.9971, d1.loss_bbox: 0.7781, d1.loss_iou: 1.1632, d2.loss_cls: 1.9644, d2.loss_bbox: 0.7611, d2.loss_iou: 1.1406, d3.loss_cls: 1.9452, d3.loss_bbox: 0.7511, d3.loss_iou: 1.1303, d4.loss_cls: 1.9327, d4.loss_bbox: 0.7458, d4.loss_iou: 1.1235, loss: 23.2378, grad_norm: 16.9027 -2022-10-26 22:12:26,939 - mmdet - INFO - Epoch [36][1450/1849] lr: 2.000e-04, eta: 1:00:18, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9256, loss_bbox: 0.7455, loss_iou: 1.1149, d0.loss_cls: 2.0377, d0.loss_bbox: 0.8008, d0.loss_iou: 1.1832, d1.loss_cls: 2.0012, d1.loss_bbox: 0.7810, d1.loss_iou: 1.1584, d2.loss_cls: 1.9688, d2.loss_bbox: 0.7641, d2.loss_iou: 1.1351, d3.loss_cls: 1.9502, d3.loss_bbox: 0.7540, d3.loss_iou: 1.1237, d4.loss_cls: 1.9348, d4.loss_bbox: 0.7479, d4.loss_iou: 1.1170, loss: 23.2440, grad_norm: 16.0749 -2022-10-26 22:12:33,973 - mmdet - INFO - Epoch [36][1500/1849] lr: 2.000e-04, eta: 1:00:12, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9141, loss_bbox: 0.7430, loss_iou: 1.1173, d0.loss_cls: 2.0213, d0.loss_bbox: 0.7972, d0.loss_iou: 1.1831, d1.loss_cls: 1.9883, d1.loss_bbox: 0.7779, d1.loss_iou: 1.1603, d2.loss_cls: 1.9578, d2.loss_bbox: 0.7613, d2.loss_iou: 1.1375, d3.loss_cls: 1.9380, d3.loss_bbox: 0.7514, d3.loss_iou: 1.1265, d4.loss_cls: 1.9246, d4.loss_bbox: 0.7453, d4.loss_iou: 1.1200, loss: 23.1651, grad_norm: 16.4192 -2022-10-26 22:12:40,974 - mmdet - INFO - Epoch [36][1550/1849] lr: 2.000e-04, eta: 1:00:05, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9197, loss_bbox: 0.7490, loss_iou: 1.1146, d0.loss_cls: 2.0290, d0.loss_bbox: 0.8039, d0.loss_iou: 1.1811, d1.loss_cls: 1.9912, d1.loss_bbox: 0.7842, d1.loss_iou: 1.1578, d2.loss_cls: 1.9613, d2.loss_bbox: 0.7676, d2.loss_iou: 1.1350, d3.loss_cls: 1.9400, d3.loss_bbox: 0.7570, d3.loss_iou: 1.1245, d4.loss_cls: 1.9276, d4.loss_bbox: 0.7510, d4.loss_iou: 1.1174, loss: 23.2119, grad_norm: 15.1399 -2022-10-26 22:12:47,812 - mmdet - INFO - Epoch [36][1600/1849] lr: 2.000e-04, eta: 0:59:58, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9131, loss_bbox: 0.7418, loss_iou: 1.1106, d0.loss_cls: 2.0238, d0.loss_bbox: 0.7972, d0.loss_iou: 1.1779, d1.loss_cls: 1.9873, d1.loss_bbox: 0.7782, d1.loss_iou: 1.1539, d2.loss_cls: 1.9570, d2.loss_bbox: 0.7612, d2.loss_iou: 1.1308, d3.loss_cls: 1.9363, d3.loss_bbox: 0.7501, d3.loss_iou: 1.1202, d4.loss_cls: 1.9218, d4.loss_bbox: 0.7436, d4.loss_iou: 1.1133, loss: 23.1181, grad_norm: 15.0435 -2022-10-26 22:12:54,782 - mmdet - INFO - Epoch [36][1650/1849] lr: 2.000e-04, eta: 0:59:51, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9144, loss_bbox: 0.7455, loss_iou: 1.1119, d0.loss_cls: 2.0242, d0.loss_bbox: 0.7991, d0.loss_iou: 1.1799, d1.loss_cls: 1.9901, d1.loss_bbox: 0.7797, d1.loss_iou: 1.1561, d2.loss_cls: 1.9570, d2.loss_bbox: 0.7629, d2.loss_iou: 1.1329, d3.loss_cls: 1.9368, d3.loss_bbox: 0.7533, d3.loss_iou: 1.1222, d4.loss_cls: 1.9233, d4.loss_bbox: 0.7477, d4.loss_iou: 1.1146, loss: 23.1517, grad_norm: 16.9329 -2022-10-26 22:13:01,831 - mmdet - INFO - Epoch [36][1700/1849] lr: 2.000e-04, eta: 0:59:44, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9189, loss_bbox: 0.7396, loss_iou: 1.1102, d0.loss_cls: 2.0283, d0.loss_bbox: 0.7948, d0.loss_iou: 1.1804, d1.loss_cls: 1.9950, d1.loss_bbox: 0.7745, d1.loss_iou: 1.1546, d2.loss_cls: 1.9595, d2.loss_bbox: 0.7573, d2.loss_iou: 1.1312, d3.loss_cls: 1.9397, d3.loss_bbox: 0.7473, d3.loss_iou: 1.1202, d4.loss_cls: 1.9260, d4.loss_bbox: 0.7418, d4.loss_iou: 1.1131, loss: 23.1324, grad_norm: 15.5266 -2022-10-26 22:13:08,886 - mmdet - INFO - Epoch [36][1750/1849] lr: 2.000e-04, eta: 0:59:37, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9160, loss_bbox: 0.7476, loss_iou: 1.1125, d0.loss_cls: 2.0258, d0.loss_bbox: 0.8011, d0.loss_iou: 1.1794, d1.loss_cls: 1.9906, d1.loss_bbox: 0.7825, d1.loss_iou: 1.1556, d2.loss_cls: 1.9600, d2.loss_bbox: 0.7657, d2.loss_iou: 1.1323, d3.loss_cls: 1.9379, d3.loss_bbox: 0.7562, d3.loss_iou: 1.1217, d4.loss_cls: 1.9250, d4.loss_bbox: 0.7500, d4.loss_iou: 1.1153, loss: 23.1751, grad_norm: 14.7885 -2022-10-26 22:13:16,093 - mmdet - INFO - Epoch [36][1800/1849] lr: 2.000e-04, eta: 0:59:31, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.9189, loss_bbox: 0.7445, loss_iou: 1.1168, d0.loss_cls: 2.0308, d0.loss_bbox: 0.7995, d0.loss_iou: 1.1838, d1.loss_cls: 1.9953, d1.loss_bbox: 0.7799, d1.loss_iou: 1.1602, d2.loss_cls: 1.9620, d2.loss_bbox: 0.7627, d2.loss_iou: 1.1375, d3.loss_cls: 1.9411, d3.loss_bbox: 0.7525, d3.loss_iou: 1.1267, d4.loss_cls: 1.9258, d4.loss_bbox: 0.7466, d4.loss_iou: 1.1200, loss: 23.2045, grad_norm: 15.3070 -2022-10-26 22:13:22,991 - mmdet - INFO - Saving checkpoint at 36 epochs -2022-10-26 22:13:34,014 - mmdet - INFO - Epoch [37][50/1849] lr: 2.000e-04, eta: 0:59:16, time: 0.208, data_time: 0.065, memory: 4401, loss_cls: 1.9076, loss_bbox: 0.7414, loss_iou: 1.1110, d0.loss_cls: 2.0224, d0.loss_bbox: 0.7967, d0.loss_iou: 1.1780, d1.loss_cls: 1.9880, d1.loss_bbox: 0.7758, d1.loss_iou: 1.1536, d2.loss_cls: 1.9512, d2.loss_bbox: 0.7593, d2.loss_iou: 1.1317, d3.loss_cls: 1.9323, d3.loss_bbox: 0.7494, d3.loss_iou: 1.1208, d4.loss_cls: 1.9164, d4.loss_bbox: 0.7437, d4.loss_iou: 1.1142, loss: 23.0936, grad_norm: 16.6376 -2022-10-26 22:13:41,230 - mmdet - INFO - Epoch [37][100/1849] lr: 2.000e-04, eta: 0:59:09, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.9103, loss_bbox: 0.7449, loss_iou: 1.1161, d0.loss_cls: 2.0238, d0.loss_bbox: 0.7984, d0.loss_iou: 1.1830, d1.loss_cls: 1.9919, d1.loss_bbox: 0.7798, d1.loss_iou: 1.1587, d2.loss_cls: 1.9576, d2.loss_bbox: 0.7635, d2.loss_iou: 1.1370, d3.loss_cls: 1.9335, d3.loss_bbox: 0.7536, d3.loss_iou: 1.1264, d4.loss_cls: 1.9192, d4.loss_bbox: 0.7473, d4.loss_iou: 1.1186, loss: 23.1637, grad_norm: 15.9407 -2022-10-26 22:13:48,587 - mmdet - INFO - Epoch [37][150/1849] lr: 2.000e-04, eta: 0:59:02, time: 0.147, data_time: 0.005, memory: 4401, loss_cls: 1.8979, loss_bbox: 0.7436, loss_iou: 1.1144, d0.loss_cls: 2.0158, d0.loss_bbox: 0.7974, d0.loss_iou: 1.1817, d1.loss_cls: 1.9789, d1.loss_bbox: 0.7786, d1.loss_iou: 1.1566, d2.loss_cls: 1.9446, d2.loss_bbox: 0.7628, d2.loss_iou: 1.1341, d3.loss_cls: 1.9221, d3.loss_bbox: 0.7519, d3.loss_iou: 1.1237, d4.loss_cls: 1.9060, d4.loss_bbox: 0.7463, d4.loss_iou: 1.1163, loss: 23.0729, grad_norm: 15.0310 -2022-10-26 22:13:55,559 - mmdet - INFO - Epoch [37][200/1849] lr: 2.000e-04, eta: 0:58:55, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9244, loss_bbox: 0.7466, loss_iou: 1.1126, d0.loss_cls: 2.0396, d0.loss_bbox: 0.8027, d0.loss_iou: 1.1799, d1.loss_cls: 1.9997, d1.loss_bbox: 0.7823, d1.loss_iou: 1.1557, d2.loss_cls: 1.9690, d2.loss_bbox: 0.7645, d2.loss_iou: 1.1322, d3.loss_cls: 1.9483, d3.loss_bbox: 0.7549, d3.loss_iou: 1.1222, d4.loss_cls: 1.9334, d4.loss_bbox: 0.7490, d4.loss_iou: 1.1154, loss: 23.2324, grad_norm: 15.8268 -2022-10-26 22:14:02,602 - mmdet - INFO - Epoch [37][250/1849] lr: 2.000e-04, eta: 0:58:49, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9078, loss_bbox: 0.7461, loss_iou: 1.1165, d0.loss_cls: 2.0164, d0.loss_bbox: 0.8002, d0.loss_iou: 1.1823, d1.loss_cls: 1.9869, d1.loss_bbox: 0.7818, d1.loss_iou: 1.1570, d2.loss_cls: 1.9536, d2.loss_bbox: 0.7642, d2.loss_iou: 1.1356, d3.loss_cls: 1.9321, d3.loss_bbox: 0.7545, d3.loss_iou: 1.1255, d4.loss_cls: 1.9156, d4.loss_bbox: 0.7485, d4.loss_iou: 1.1195, loss: 23.1440, grad_norm: 15.0725 -2022-10-26 22:14:09,609 - mmdet - INFO - Epoch [37][300/1849] lr: 2.000e-04, eta: 0:58:42, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9165, loss_bbox: 0.7456, loss_iou: 1.1191, d0.loss_cls: 2.0249, d0.loss_bbox: 0.8013, d0.loss_iou: 1.1859, d1.loss_cls: 1.9919, d1.loss_bbox: 0.7811, d1.loss_iou: 1.1606, d2.loss_cls: 1.9586, d2.loss_bbox: 0.7631, d2.loss_iou: 1.1386, d3.loss_cls: 1.9371, d3.loss_bbox: 0.7537, d3.loss_iou: 1.1283, d4.loss_cls: 1.9246, d4.loss_bbox: 0.7477, d4.loss_iou: 1.1215, loss: 23.2000, grad_norm: 18.3561 -2022-10-26 22:14:16,601 - mmdet - INFO - Epoch [37][350/1849] lr: 2.000e-04, eta: 0:58:35, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9051, loss_bbox: 0.7486, loss_iou: 1.1172, d0.loss_cls: 2.0164, d0.loss_bbox: 0.8032, d0.loss_iou: 1.1850, d1.loss_cls: 1.9813, d1.loss_bbox: 0.7842, d1.loss_iou: 1.1595, d2.loss_cls: 1.9511, d2.loss_bbox: 0.7678, d2.loss_iou: 1.1371, d3.loss_cls: 1.9292, d3.loss_bbox: 0.7569, d3.loss_iou: 1.1260, d4.loss_cls: 1.9131, d4.loss_bbox: 0.7510, d4.loss_iou: 1.1194, loss: 23.1522, grad_norm: 14.5691 -2022-10-26 22:14:23,427 - mmdet - INFO - Epoch [37][400/1849] lr: 2.000e-04, eta: 0:58:28, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9048, loss_bbox: 0.7438, loss_iou: 1.1169, d0.loss_cls: 2.0185, d0.loss_bbox: 0.7986, d0.loss_iou: 1.1839, d1.loss_cls: 1.9802, d1.loss_bbox: 0.7789, d1.loss_iou: 1.1577, d2.loss_cls: 1.9479, d2.loss_bbox: 0.7618, d2.loss_iou: 1.1362, d3.loss_cls: 1.9261, d3.loss_bbox: 0.7516, d3.loss_iou: 1.1261, d4.loss_cls: 1.9131, d4.loss_bbox: 0.7456, d4.loss_iou: 1.1198, loss: 23.1114, grad_norm: 14.9227 -2022-10-26 22:14:30,401 - mmdet - INFO - Epoch [37][450/1849] lr: 2.000e-04, eta: 0:58:21, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9176, loss_bbox: 0.7456, loss_iou: 1.1192, d0.loss_cls: 2.0265, d0.loss_bbox: 0.8016, d0.loss_iou: 1.1857, d1.loss_cls: 1.9943, d1.loss_bbox: 0.7818, d1.loss_iou: 1.1613, d2.loss_cls: 1.9618, d2.loss_bbox: 0.7648, d2.loss_iou: 1.1399, d3.loss_cls: 1.9396, d3.loss_bbox: 0.7541, d3.loss_iou: 1.1288, d4.loss_cls: 1.9257, d4.loss_bbox: 0.7480, d4.loss_iou: 1.1220, loss: 23.2182, grad_norm: 15.9020 -2022-10-26 22:14:37,300 - mmdet - INFO - Epoch [37][500/1849] lr: 2.000e-04, eta: 0:58:14, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9131, loss_bbox: 0.7408, loss_iou: 1.1124, d0.loss_cls: 2.0239, d0.loss_bbox: 0.7950, d0.loss_iou: 1.1787, d1.loss_cls: 1.9915, d1.loss_bbox: 0.7752, d1.loss_iou: 1.1538, d2.loss_cls: 1.9572, d2.loss_bbox: 0.7579, d2.loss_iou: 1.1317, d3.loss_cls: 1.9373, d3.loss_bbox: 0.7481, d3.loss_iou: 1.1210, d4.loss_cls: 1.9218, d4.loss_bbox: 0.7423, d4.loss_iou: 1.1149, loss: 23.1166, grad_norm: 16.4621 -2022-10-26 22:14:44,066 - mmdet - INFO - Epoch [37][550/1849] lr: 2.000e-04, eta: 0:58:07, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9034, loss_bbox: 0.7410, loss_iou: 1.1160, d0.loss_cls: 2.0152, d0.loss_bbox: 0.7951, d0.loss_iou: 1.1833, d1.loss_cls: 1.9826, d1.loss_bbox: 0.7758, d1.loss_iou: 1.1582, d2.loss_cls: 1.9495, d2.loss_bbox: 0.7583, d2.loss_iou: 1.1363, d3.loss_cls: 1.9288, d3.loss_bbox: 0.7489, d3.loss_iou: 1.1261, d4.loss_cls: 1.9124, d4.loss_bbox: 0.7429, d4.loss_iou: 1.1194, loss: 23.0929, grad_norm: 14.1330 -2022-10-26 22:14:50,881 - mmdet - INFO - Epoch [37][600/1849] lr: 2.000e-04, eta: 0:58:00, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9184, loss_bbox: 0.7449, loss_iou: 1.1191, d0.loss_cls: 2.0282, d0.loss_bbox: 0.7996, d0.loss_iou: 1.1852, d1.loss_cls: 1.9927, d1.loss_bbox: 0.7795, d1.loss_iou: 1.1601, d2.loss_cls: 1.9607, d2.loss_bbox: 0.7635, d2.loss_iou: 1.1382, d3.loss_cls: 1.9401, d3.loss_bbox: 0.7530, d3.loss_iou: 1.1274, d4.loss_cls: 1.9276, d4.loss_bbox: 0.7464, d4.loss_iou: 1.1211, loss: 23.2058, grad_norm: 14.8611 -2022-10-26 22:14:57,860 - mmdet - INFO - Epoch [37][650/1849] lr: 2.000e-04, eta: 0:57:54, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9079, loss_bbox: 0.7408, loss_iou: 1.1161, d0.loss_cls: 2.0195, d0.loss_bbox: 0.7953, d0.loss_iou: 1.1825, d1.loss_cls: 1.9816, d1.loss_bbox: 0.7752, d1.loss_iou: 1.1576, d2.loss_cls: 1.9537, d2.loss_bbox: 0.7586, d2.loss_iou: 1.1346, d3.loss_cls: 1.9298, d3.loss_bbox: 0.7484, d3.loss_iou: 1.1246, d4.loss_cls: 1.9170, d4.loss_bbox: 0.7423, d4.loss_iou: 1.1182, loss: 23.1038, grad_norm: 16.3786 -2022-10-26 22:15:04,791 - mmdet - INFO - Epoch [37][700/1849] lr: 2.000e-04, eta: 0:57:47, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9149, loss_bbox: 0.7430, loss_iou: 1.1167, d0.loss_cls: 2.0268, d0.loss_bbox: 0.7981, d0.loss_iou: 1.1841, d1.loss_cls: 1.9911, d1.loss_bbox: 0.7776, d1.loss_iou: 1.1599, d2.loss_cls: 1.9588, d2.loss_bbox: 0.7609, d2.loss_iou: 1.1371, d3.loss_cls: 1.9385, d3.loss_bbox: 0.7511, d3.loss_iou: 1.1267, d4.loss_cls: 1.9224, d4.loss_bbox: 0.7448, d4.loss_iou: 1.1197, loss: 23.1721, grad_norm: 15.5354 -2022-10-26 22:15:11,883 - mmdet - INFO - Epoch [37][750/1849] lr: 2.000e-04, eta: 0:57:40, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9039, loss_bbox: 0.7414, loss_iou: 1.1143, d0.loss_cls: 2.0194, d0.loss_bbox: 0.7963, d0.loss_iou: 1.1839, d1.loss_cls: 1.9818, d1.loss_bbox: 0.7759, d1.loss_iou: 1.1576, d2.loss_cls: 1.9486, d2.loss_bbox: 0.7593, d2.loss_iou: 1.1343, d3.loss_cls: 1.9275, d3.loss_bbox: 0.7490, d3.loss_iou: 1.1237, d4.loss_cls: 1.9121, d4.loss_bbox: 0.7432, d4.loss_iou: 1.1169, loss: 23.0893, grad_norm: 14.7485 -2022-10-26 22:15:19,012 - mmdet - INFO - Epoch [37][800/1849] lr: 2.000e-04, eta: 0:57:33, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9312, loss_bbox: 0.7385, loss_iou: 1.1091, d0.loss_cls: 2.0423, d0.loss_bbox: 0.7933, d0.loss_iou: 1.1781, d1.loss_cls: 2.0060, d1.loss_bbox: 0.7753, d1.loss_iou: 1.1527, d2.loss_cls: 1.9720, d2.loss_bbox: 0.7580, d2.loss_iou: 1.1294, d3.loss_cls: 1.9523, d3.loss_bbox: 0.7473, d3.loss_iou: 1.1183, d4.loss_cls: 1.9398, d4.loss_bbox: 0.7405, d4.loss_iou: 1.1123, loss: 23.1964, grad_norm: 16.2601 -2022-10-26 22:15:26,062 - mmdet - INFO - Epoch [37][850/1849] lr: 2.000e-04, eta: 0:57:26, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9182, loss_bbox: 0.7448, loss_iou: 1.1117, d0.loss_cls: 2.0246, d0.loss_bbox: 0.8008, d0.loss_iou: 1.1805, d1.loss_cls: 1.9922, d1.loss_bbox: 0.7801, d1.loss_iou: 1.1537, d2.loss_cls: 1.9614, d2.loss_bbox: 0.7634, d2.loss_iou: 1.1320, d3.loss_cls: 1.9418, d3.loss_bbox: 0.7536, d3.loss_iou: 1.1209, d4.loss_cls: 1.9260, d4.loss_bbox: 0.7469, d4.loss_iou: 1.1146, loss: 23.1671, grad_norm: 17.5297 -2022-10-26 22:15:33,041 - mmdet - INFO - Epoch [37][900/1849] lr: 2.000e-04, eta: 0:57:19, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9025, loss_bbox: 0.7437, loss_iou: 1.1130, d0.loss_cls: 2.0128, d0.loss_bbox: 0.7999, d0.loss_iou: 1.1801, d1.loss_cls: 1.9736, d1.loss_bbox: 0.7789, d1.loss_iou: 1.1560, d2.loss_cls: 1.9416, d2.loss_bbox: 0.7623, d2.loss_iou: 1.1327, d3.loss_cls: 1.9211, d3.loss_bbox: 0.7517, d3.loss_iou: 1.1225, d4.loss_cls: 1.9085, d4.loss_bbox: 0.7457, d4.loss_iou: 1.1156, loss: 23.0624, grad_norm: 15.2439 -2022-10-26 22:15:39,860 - mmdet - INFO - Epoch [37][950/1849] lr: 2.000e-04, eta: 0:57:13, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9090, loss_bbox: 0.7424, loss_iou: 1.1131, d0.loss_cls: 2.0189, d0.loss_bbox: 0.7965, d0.loss_iou: 1.1787, d1.loss_cls: 1.9828, d1.loss_bbox: 0.7781, d1.loss_iou: 1.1557, d2.loss_cls: 1.9511, d2.loss_bbox: 0.7608, d2.loss_iou: 1.1341, d3.loss_cls: 1.9319, d3.loss_bbox: 0.7502, d3.loss_iou: 1.1222, d4.loss_cls: 1.9180, d4.loss_bbox: 0.7445, d4.loss_iou: 1.1159, loss: 23.1040, grad_norm: 15.3060 -2022-10-26 22:15:46,592 - mmdet - INFO - Epoch [37][1000/1849] lr: 2.000e-04, eta: 0:57:06, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9230, loss_bbox: 0.7405, loss_iou: 1.1128, d0.loss_cls: 2.0304, d0.loss_bbox: 0.7954, d0.loss_iou: 1.1838, d1.loss_cls: 1.9998, d1.loss_bbox: 0.7756, d1.loss_iou: 1.1573, d2.loss_cls: 1.9689, d2.loss_bbox: 0.7594, d2.loss_iou: 1.1328, d3.loss_cls: 1.9483, d3.loss_bbox: 0.7486, d3.loss_iou: 1.1221, d4.loss_cls: 1.9340, d4.loss_bbox: 0.7425, d4.loss_iou: 1.1156, loss: 23.1909, grad_norm: 15.5217 -2022-10-26 22:15:53,303 - mmdet - INFO - Epoch [37][1050/1849] lr: 2.000e-04, eta: 0:56:59, time: 0.134, data_time: 0.004, memory: 4401, loss_cls: 1.9116, loss_bbox: 0.7465, loss_iou: 1.1161, d0.loss_cls: 2.0226, d0.loss_bbox: 0.8016, d0.loss_iou: 1.1824, d1.loss_cls: 1.9867, d1.loss_bbox: 0.7822, d1.loss_iou: 1.1605, d2.loss_cls: 1.9556, d2.loss_bbox: 0.7652, d2.loss_iou: 1.1368, d3.loss_cls: 1.9338, d3.loss_bbox: 0.7554, d3.loss_iou: 1.1263, d4.loss_cls: 1.9206, d4.loss_bbox: 0.7483, d4.loss_iou: 1.1189, loss: 23.1710, grad_norm: 16.0043 -2022-10-26 22:16:00,177 - mmdet - INFO - Epoch [37][1100/1849] lr: 2.000e-04, eta: 0:56:52, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9125, loss_bbox: 0.7470, loss_iou: 1.1173, d0.loss_cls: 2.0227, d0.loss_bbox: 0.8007, d0.loss_iou: 1.1841, d1.loss_cls: 1.9893, d1.loss_bbox: 0.7816, d1.loss_iou: 1.1590, d2.loss_cls: 1.9554, d2.loss_bbox: 0.7650, d2.loss_iou: 1.1375, d3.loss_cls: 1.9351, d3.loss_bbox: 0.7550, d3.loss_iou: 1.1271, d4.loss_cls: 1.9198, d4.loss_bbox: 0.7489, d4.loss_iou: 1.1204, loss: 23.1782, grad_norm: 13.9499 -2022-10-26 22:16:07,140 - mmdet - INFO - Epoch [37][1150/1849] lr: 2.000e-04, eta: 0:56:45, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9278, loss_bbox: 0.7475, loss_iou: 1.1192, d0.loss_cls: 2.0381, d0.loss_bbox: 0.8004, d0.loss_iou: 1.1857, d1.loss_cls: 2.0058, d1.loss_bbox: 0.7827, d1.loss_iou: 1.1609, d2.loss_cls: 1.9737, d2.loss_bbox: 0.7652, d2.loss_iou: 1.1383, d3.loss_cls: 1.9510, d3.loss_bbox: 0.7555, d3.loss_iou: 1.1279, d4.loss_cls: 1.9364, d4.loss_bbox: 0.7494, d4.loss_iou: 1.1221, loss: 23.2877, grad_norm: 15.7326 -2022-10-26 22:16:13,875 - mmdet - INFO - Epoch [37][1200/1849] lr: 2.000e-04, eta: 0:56:38, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.9247, loss_bbox: 0.7463, loss_iou: 1.1145, d0.loss_cls: 2.0366, d0.loss_bbox: 0.8007, d0.loss_iou: 1.1817, d1.loss_cls: 2.0048, d1.loss_bbox: 0.7815, d1.loss_iou: 1.1573, d2.loss_cls: 1.9687, d2.loss_bbox: 0.7636, d2.loss_iou: 1.1353, d3.loss_cls: 1.9481, d3.loss_bbox: 0.7547, d3.loss_iou: 1.1243, d4.loss_cls: 1.9326, d4.loss_bbox: 0.7488, d4.loss_iou: 1.1177, loss: 23.2417, grad_norm: 15.6078 -2022-10-26 22:16:20,991 - mmdet - INFO - Epoch [37][1250/1849] lr: 2.000e-04, eta: 0:56:31, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9116, loss_bbox: 0.7453, loss_iou: 1.1167, d0.loss_cls: 2.0198, d0.loss_bbox: 0.8012, d0.loss_iou: 1.1838, d1.loss_cls: 1.9887, d1.loss_bbox: 0.7814, d1.loss_iou: 1.1584, d2.loss_cls: 1.9559, d2.loss_bbox: 0.7648, d2.loss_iou: 1.1372, d3.loss_cls: 1.9345, d3.loss_bbox: 0.7538, d3.loss_iou: 1.1257, d4.loss_cls: 1.9206, d4.loss_bbox: 0.7476, d4.loss_iou: 1.1193, loss: 23.1662, grad_norm: 17.1623 -2022-10-26 22:16:28,037 - mmdet - INFO - Epoch [37][1300/1849] lr: 2.000e-04, eta: 0:56:24, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9156, loss_bbox: 0.7486, loss_iou: 1.1184, d0.loss_cls: 2.0230, d0.loss_bbox: 0.8044, d0.loss_iou: 1.1855, d1.loss_cls: 1.9904, d1.loss_bbox: 0.7851, d1.loss_iou: 1.1608, d2.loss_cls: 1.9579, d2.loss_bbox: 0.7678, d2.loss_iou: 1.1387, d3.loss_cls: 1.9376, d3.loss_bbox: 0.7573, d3.loss_iou: 1.1275, d4.loss_cls: 1.9233, d4.loss_bbox: 0.7511, d4.loss_iou: 1.1207, loss: 23.2136, grad_norm: 17.1517 -2022-10-26 22:16:35,092 - mmdet - INFO - Epoch [37][1350/1849] lr: 2.000e-04, eta: 0:56:17, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9147, loss_bbox: 0.7460, loss_iou: 1.1163, d0.loss_cls: 2.0200, d0.loss_bbox: 0.7995, d0.loss_iou: 1.1839, d1.loss_cls: 1.9922, d1.loss_bbox: 0.7811, d1.loss_iou: 1.1597, d2.loss_cls: 1.9573, d2.loss_bbox: 0.7641, d2.loss_iou: 1.1366, d3.loss_cls: 1.9372, d3.loss_bbox: 0.7540, d3.loss_iou: 1.1259, d4.loss_cls: 1.9225, d4.loss_bbox: 0.7479, d4.loss_iou: 1.1192, loss: 23.1781, grad_norm: 16.2363 -2022-10-26 22:16:42,135 - mmdet - INFO - Epoch [37][1400/1849] lr: 2.000e-04, eta: 0:56:11, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8955, loss_bbox: 0.7406, loss_iou: 1.1160, d0.loss_cls: 2.0033, d0.loss_bbox: 0.7948, d0.loss_iou: 1.1835, d1.loss_cls: 1.9717, d1.loss_bbox: 0.7761, d1.loss_iou: 1.1589, d2.loss_cls: 1.9385, d2.loss_bbox: 0.7592, d2.loss_iou: 1.1359, d3.loss_cls: 1.9173, d3.loss_bbox: 0.7489, d3.loss_iou: 1.1250, d4.loss_cls: 1.9043, d4.loss_bbox: 0.7424, d4.loss_iou: 1.1187, loss: 23.0307, grad_norm: 15.2247 -2022-10-26 22:16:49,227 - mmdet - INFO - Epoch [37][1450/1849] lr: 2.000e-04, eta: 0:56:04, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9115, loss_bbox: 0.7437, loss_iou: 1.1137, d0.loss_cls: 2.0216, d0.loss_bbox: 0.7975, d0.loss_iou: 1.1792, d1.loss_cls: 1.9909, d1.loss_bbox: 0.7786, d1.loss_iou: 1.1567, d2.loss_cls: 1.9559, d2.loss_bbox: 0.7621, d2.loss_iou: 1.1337, d3.loss_cls: 1.9326, d3.loss_bbox: 0.7514, d3.loss_iou: 1.1225, d4.loss_cls: 1.9192, d4.loss_bbox: 0.7457, d4.loss_iou: 1.1161, loss: 23.1327, grad_norm: 14.9504 -2022-10-26 22:16:55,966 - mmdet - INFO - Epoch [37][1500/1849] lr: 2.000e-04, eta: 0:55:57, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9241, loss_bbox: 0.7425, loss_iou: 1.1178, d0.loss_cls: 2.0326, d0.loss_bbox: 0.7988, d0.loss_iou: 1.1860, d1.loss_cls: 1.9971, d1.loss_bbox: 0.7773, d1.loss_iou: 1.1610, d2.loss_cls: 1.9660, d2.loss_bbox: 0.7603, d2.loss_iou: 1.1380, d3.loss_cls: 1.9484, d3.loss_bbox: 0.7504, d3.loss_iou: 1.1281, d4.loss_cls: 1.9325, d4.loss_bbox: 0.7443, d4.loss_iou: 1.1212, loss: 23.2267, grad_norm: 15.5636 -2022-10-26 22:17:02,983 - mmdet - INFO - Epoch [37][1550/1849] lr: 2.000e-04, eta: 0:55:50, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9255, loss_bbox: 0.7450, loss_iou: 1.1119, d0.loss_cls: 2.0273, d0.loss_bbox: 0.7995, d0.loss_iou: 1.1785, d1.loss_cls: 1.9964, d1.loss_bbox: 0.7788, d1.loss_iou: 1.1533, d2.loss_cls: 1.9636, d2.loss_bbox: 0.7620, d2.loss_iou: 1.1319, d3.loss_cls: 1.9455, d3.loss_bbox: 0.7527, d3.loss_iou: 1.1212, d4.loss_cls: 1.9325, d4.loss_bbox: 0.7472, d4.loss_iou: 1.1148, loss: 23.1878, grad_norm: 14.8102 -2022-10-26 22:17:09,921 - mmdet - INFO - Epoch [37][1600/1849] lr: 2.000e-04, eta: 0:55:43, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9156, loss_bbox: 0.7470, loss_iou: 1.1186, d0.loss_cls: 2.0251, d0.loss_bbox: 0.8023, d0.loss_iou: 1.1852, d1.loss_cls: 1.9905, d1.loss_bbox: 0.7814, d1.loss_iou: 1.1606, d2.loss_cls: 1.9574, d2.loss_bbox: 0.7643, d2.loss_iou: 1.1381, d3.loss_cls: 1.9378, d3.loss_bbox: 0.7544, d3.loss_iou: 1.1280, d4.loss_cls: 1.9236, d4.loss_bbox: 0.7490, d4.loss_iou: 1.1212, loss: 23.2001, grad_norm: 17.6245 -2022-10-26 22:17:16,859 - mmdet - INFO - Epoch [37][1650/1849] lr: 2.000e-04, eta: 0:55:36, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9042, loss_bbox: 0.7414, loss_iou: 1.1122, d0.loss_cls: 2.0107, d0.loss_bbox: 0.7957, d0.loss_iou: 1.1801, d1.loss_cls: 1.9781, d1.loss_bbox: 0.7771, d1.loss_iou: 1.1568, d2.loss_cls: 1.9463, d2.loss_bbox: 0.7598, d2.loss_iou: 1.1332, d3.loss_cls: 1.9266, d3.loss_bbox: 0.7498, d3.loss_iou: 1.1224, d4.loss_cls: 1.9127, d4.loss_bbox: 0.7431, d4.loss_iou: 1.1150, loss: 23.0650, grad_norm: 16.5036 -2022-10-26 22:17:23,847 - mmdet - INFO - Epoch [37][1700/1849] lr: 2.000e-04, eta: 0:55:30, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9143, loss_bbox: 0.7465, loss_iou: 1.1186, d0.loss_cls: 2.0232, d0.loss_bbox: 0.8013, d0.loss_iou: 1.1872, d1.loss_cls: 1.9889, d1.loss_bbox: 0.7821, d1.loss_iou: 1.1619, d2.loss_cls: 1.9574, d2.loss_bbox: 0.7646, d2.loss_iou: 1.1392, d3.loss_cls: 1.9366, d3.loss_bbox: 0.7548, d3.loss_iou: 1.1279, d4.loss_cls: 1.9209, d4.loss_bbox: 0.7486, d4.loss_iou: 1.1216, loss: 23.1955, grad_norm: 16.0566 -2022-10-26 22:17:30,722 - mmdet - INFO - Epoch [37][1750/1849] lr: 2.000e-04, eta: 0:55:23, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9148, loss_bbox: 0.7443, loss_iou: 1.1177, d0.loss_cls: 2.0236, d0.loss_bbox: 0.8004, d0.loss_iou: 1.1856, d1.loss_cls: 1.9946, d1.loss_bbox: 0.7805, d1.loss_iou: 1.1609, d2.loss_cls: 1.9600, d2.loss_bbox: 0.7635, d2.loss_iou: 1.1377, d3.loss_cls: 1.9367, d3.loss_bbox: 0.7527, d3.loss_iou: 1.1270, d4.loss_cls: 1.9224, d4.loss_bbox: 0.7464, d4.loss_iou: 1.1207, loss: 23.1895, grad_norm: 15.3254 -2022-10-26 22:17:37,247 - mmdet - INFO - Epoch [37][1800/1849] lr: 2.000e-04, eta: 0:55:16, time: 0.131, data_time: 0.005, memory: 4401, loss_cls: 1.9098, loss_bbox: 0.7459, loss_iou: 1.1161, d0.loss_cls: 2.0183, d0.loss_bbox: 0.7990, d0.loss_iou: 1.1822, d1.loss_cls: 1.9853, d1.loss_bbox: 0.7811, d1.loss_iou: 1.1578, d2.loss_cls: 1.9491, d2.loss_bbox: 0.7645, d2.loss_iou: 1.1361, d3.loss_cls: 1.9298, d3.loss_bbox: 0.7543, d3.loss_iou: 1.1261, d4.loss_cls: 1.9178, d4.loss_bbox: 0.7481, d4.loss_iou: 1.1190, loss: 23.1405, grad_norm: 16.2559 -2022-10-26 22:17:44,280 - mmdet - INFO - Saving checkpoint at 37 epochs -2022-10-26 22:17:54,995 - mmdet - INFO - Epoch [38][50/1849] lr: 2.000e-04, eta: 0:55:01, time: 0.202, data_time: 0.064, memory: 4401, loss_cls: 1.9028, loss_bbox: 0.7444, loss_iou: 1.1124, d0.loss_cls: 2.0187, d0.loss_bbox: 0.7994, d0.loss_iou: 1.1803, d1.loss_cls: 1.9845, d1.loss_bbox: 0.7807, d1.loss_iou: 1.1548, d2.loss_cls: 1.9501, d2.loss_bbox: 0.7639, d2.loss_iou: 1.1321, d3.loss_cls: 1.9270, d3.loss_bbox: 0.7524, d3.loss_iou: 1.1219, d4.loss_cls: 1.9115, d4.loss_bbox: 0.7465, d4.loss_iou: 1.1146, loss: 23.0979, grad_norm: 15.3005 -2022-10-26 22:18:02,211 - mmdet - INFO - Epoch [38][100/1849] lr: 2.000e-04, eta: 0:54:54, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.9052, loss_bbox: 0.7446, loss_iou: 1.1160, d0.loss_cls: 2.0220, d0.loss_bbox: 0.7995, d0.loss_iou: 1.1844, d1.loss_cls: 1.9856, d1.loss_bbox: 0.7799, d1.loss_iou: 1.1600, d2.loss_cls: 1.9536, d2.loss_bbox: 0.7637, d2.loss_iou: 1.1367, d3.loss_cls: 1.9306, d3.loss_bbox: 0.7531, d3.loss_iou: 1.1252, d4.loss_cls: 1.9135, d4.loss_bbox: 0.7470, d4.loss_iou: 1.1190, loss: 23.1395, grad_norm: 16.1812 -2022-10-26 22:18:09,264 - mmdet - INFO - Epoch [38][150/1849] lr: 2.000e-04, eta: 0:54:47, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9136, loss_bbox: 0.7454, loss_iou: 1.1137, d0.loss_cls: 2.0306, d0.loss_bbox: 0.8013, d0.loss_iou: 1.1820, d1.loss_cls: 1.9923, d1.loss_bbox: 0.7815, d1.loss_iou: 1.1545, d2.loss_cls: 1.9612, d2.loss_bbox: 0.7643, d2.loss_iou: 1.1331, d3.loss_cls: 1.9389, d3.loss_bbox: 0.7535, d3.loss_iou: 1.1222, d4.loss_cls: 1.9231, d4.loss_bbox: 0.7476, d4.loss_iou: 1.1157, loss: 23.1745, grad_norm: 16.3508 -2022-10-26 22:18:16,282 - mmdet - INFO - Epoch [38][200/1849] lr: 2.000e-04, eta: 0:54:40, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9186, loss_bbox: 0.7438, loss_iou: 1.1075, d0.loss_cls: 2.0288, d0.loss_bbox: 0.7994, d0.loss_iou: 1.1771, d1.loss_cls: 1.9945, d1.loss_bbox: 0.7793, d1.loss_iou: 1.1509, d2.loss_cls: 1.9618, d2.loss_bbox: 0.7627, d2.loss_iou: 1.1278, d3.loss_cls: 1.9394, d3.loss_bbox: 0.7518, d3.loss_iou: 1.1172, d4.loss_cls: 1.9252, d4.loss_bbox: 0.7456, d4.loss_iou: 1.1103, loss: 23.1417, grad_norm: 16.5412 -2022-10-26 22:18:23,391 - mmdet - INFO - Epoch [38][250/1849] lr: 2.000e-04, eta: 0:54:34, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9232, loss_bbox: 0.7459, loss_iou: 1.1140, d0.loss_cls: 2.0373, d0.loss_bbox: 0.8009, d0.loss_iou: 1.1833, d1.loss_cls: 2.0069, d1.loss_bbox: 0.7818, d1.loss_iou: 1.1579, d2.loss_cls: 1.9710, d2.loss_bbox: 0.7644, d2.loss_iou: 1.1345, d3.loss_cls: 1.9491, d3.loss_bbox: 0.7540, d3.loss_iou: 1.1232, d4.loss_cls: 1.9336, d4.loss_bbox: 0.7481, d4.loss_iou: 1.1167, loss: 23.2461, grad_norm: 14.6465 -2022-10-26 22:18:30,380 - mmdet - INFO - Epoch [38][300/1849] lr: 2.000e-04, eta: 0:54:27, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9170, loss_bbox: 0.7434, loss_iou: 1.1158, d0.loss_cls: 2.0324, d0.loss_bbox: 0.7990, d0.loss_iou: 1.1853, d1.loss_cls: 1.9965, d1.loss_bbox: 0.7785, d1.loss_iou: 1.1594, d2.loss_cls: 1.9624, d2.loss_bbox: 0.7618, d2.loss_iou: 1.1366, d3.loss_cls: 1.9415, d3.loss_bbox: 0.7516, d3.loss_iou: 1.1257, d4.loss_cls: 1.9259, d4.loss_bbox: 0.7452, d4.loss_iou: 1.1185, loss: 23.1962, grad_norm: 16.1683 -2022-10-26 22:18:37,232 - mmdet - INFO - Epoch [38][350/1849] lr: 2.000e-04, eta: 0:54:20, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.8990, loss_bbox: 0.7430, loss_iou: 1.1166, d0.loss_cls: 2.0073, d0.loss_bbox: 0.7985, d0.loss_iou: 1.1850, d1.loss_cls: 1.9750, d1.loss_bbox: 0.7770, d1.loss_iou: 1.1598, d2.loss_cls: 1.9419, d2.loss_bbox: 0.7615, d2.loss_iou: 1.1366, d3.loss_cls: 1.9208, d3.loss_bbox: 0.7516, d3.loss_iou: 1.1252, d4.loss_cls: 1.9064, d4.loss_bbox: 0.7451, d4.loss_iou: 1.1191, loss: 23.0693, grad_norm: 17.4907 -2022-10-26 22:18:43,938 - mmdet - INFO - Epoch [38][400/1849] lr: 2.000e-04, eta: 0:54:13, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.8960, loss_bbox: 0.7448, loss_iou: 1.1157, d0.loss_cls: 2.0125, d0.loss_bbox: 0.8008, d0.loss_iou: 1.1831, d1.loss_cls: 1.9781, d1.loss_bbox: 0.7799, d1.loss_iou: 1.1579, d2.loss_cls: 1.9434, d2.loss_bbox: 0.7633, d2.loss_iou: 1.1353, d3.loss_cls: 1.9203, d3.loss_bbox: 0.7528, d3.loss_iou: 1.1255, d4.loss_cls: 1.9067, d4.loss_bbox: 0.7464, d4.loss_iou: 1.1186, loss: 23.0811, grad_norm: 15.6188 -2022-10-26 22:18:50,979 - mmdet - INFO - Epoch [38][450/1849] lr: 2.000e-04, eta: 0:54:06, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9109, loss_bbox: 0.7448, loss_iou: 1.1169, d0.loss_cls: 2.0208, d0.loss_bbox: 0.8008, d0.loss_iou: 1.1852, d1.loss_cls: 1.9861, d1.loss_bbox: 0.7801, d1.loss_iou: 1.1605, d2.loss_cls: 1.9544, d2.loss_bbox: 0.7635, d2.loss_iou: 1.1379, d3.loss_cls: 1.9338, d3.loss_bbox: 0.7538, d3.loss_iou: 1.1268, d4.loss_cls: 1.9182, d4.loss_bbox: 0.7470, d4.loss_iou: 1.1198, loss: 23.1611, grad_norm: 14.7558 -2022-10-26 22:18:57,730 - mmdet - INFO - Epoch [38][500/1849] lr: 2.000e-04, eta: 0:53:59, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9207, loss_bbox: 0.7454, loss_iou: 1.1153, d0.loss_cls: 2.0321, d0.loss_bbox: 0.8026, d0.loss_iou: 1.1844, d1.loss_cls: 1.9980, d1.loss_bbox: 0.7817, d1.loss_iou: 1.1595, d2.loss_cls: 1.9620, d2.loss_bbox: 0.7649, d2.loss_iou: 1.1361, d3.loss_cls: 1.9437, d3.loss_bbox: 0.7538, d3.loss_iou: 1.1244, d4.loss_cls: 1.9306, d4.loss_bbox: 0.7472, d4.loss_iou: 1.1180, loss: 23.2203, grad_norm: 17.2393 -2022-10-26 22:19:04,512 - mmdet - INFO - Epoch [38][550/1849] lr: 2.000e-04, eta: 0:53:52, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9108, loss_bbox: 0.7438, loss_iou: 1.1121, d0.loss_cls: 2.0235, d0.loss_bbox: 0.8001, d0.loss_iou: 1.1811, d1.loss_cls: 1.9866, d1.loss_bbox: 0.7798, d1.loss_iou: 1.1576, d2.loss_cls: 1.9541, d2.loss_bbox: 0.7624, d2.loss_iou: 1.1343, d3.loss_cls: 1.9328, d3.loss_bbox: 0.7521, d3.loss_iou: 1.1219, d4.loss_cls: 1.9189, d4.loss_bbox: 0.7464, d4.loss_iou: 1.1146, loss: 23.1329, grad_norm: 15.6234 -2022-10-26 22:19:11,504 - mmdet - INFO - Epoch [38][600/1849] lr: 2.000e-04, eta: 0:53:45, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9021, loss_bbox: 0.7466, loss_iou: 1.1224, d0.loss_cls: 2.0103, d0.loss_bbox: 0.7995, d0.loss_iou: 1.1893, d1.loss_cls: 1.9758, d1.loss_bbox: 0.7806, d1.loss_iou: 1.1644, d2.loss_cls: 1.9444, d2.loss_bbox: 0.7640, d2.loss_iou: 1.1411, d3.loss_cls: 1.9226, d3.loss_bbox: 0.7540, d3.loss_iou: 1.1310, d4.loss_cls: 1.9078, d4.loss_bbox: 0.7486, d4.loss_iou: 1.1251, loss: 23.1297, grad_norm: 14.8820 -2022-10-26 22:19:18,292 - mmdet - INFO - Epoch [38][650/1849] lr: 2.000e-04, eta: 0:53:38, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9167, loss_bbox: 0.7440, loss_iou: 1.1122, d0.loss_cls: 2.0260, d0.loss_bbox: 0.7992, d0.loss_iou: 1.1794, d1.loss_cls: 1.9921, d1.loss_bbox: 0.7799, d1.loss_iou: 1.1551, d2.loss_cls: 1.9598, d2.loss_bbox: 0.7627, d2.loss_iou: 1.1331, d3.loss_cls: 1.9403, d3.loss_bbox: 0.7523, d3.loss_iou: 1.1216, d4.loss_cls: 1.9256, d4.loss_bbox: 0.7457, d4.loss_iou: 1.1147, loss: 23.1602, grad_norm: 15.2470 -2022-10-26 22:19:25,168 - mmdet - INFO - Epoch [38][700/1849] lr: 2.000e-04, eta: 0:53:32, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9020, loss_bbox: 0.7384, loss_iou: 1.1117, d0.loss_cls: 2.0138, d0.loss_bbox: 0.7943, d0.loss_iou: 1.1807, d1.loss_cls: 1.9747, d1.loss_bbox: 0.7738, d1.loss_iou: 1.1545, d2.loss_cls: 1.9422, d2.loss_bbox: 0.7566, d2.loss_iou: 1.1326, d3.loss_cls: 1.9237, d3.loss_bbox: 0.7470, d3.loss_iou: 1.1217, d4.loss_cls: 1.9099, d4.loss_bbox: 0.7405, d4.loss_iou: 1.1142, loss: 23.0325, grad_norm: 17.0886 -2022-10-26 22:19:32,127 - mmdet - INFO - Epoch [38][750/1849] lr: 2.000e-04, eta: 0:53:25, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9074, loss_bbox: 0.7446, loss_iou: 1.1169, d0.loss_cls: 2.0156, d0.loss_bbox: 0.7999, d0.loss_iou: 1.1848, d1.loss_cls: 1.9859, d1.loss_bbox: 0.7787, d1.loss_iou: 1.1590, d2.loss_cls: 1.9503, d2.loss_bbox: 0.7635, d2.loss_iou: 1.1369, d3.loss_cls: 1.9298, d3.loss_bbox: 0.7539, d3.loss_iou: 1.1264, d4.loss_cls: 1.9158, d4.loss_bbox: 0.7473, d4.loss_iou: 1.1194, loss: 23.1363, grad_norm: 14.8065 -2022-10-26 22:19:39,064 - mmdet - INFO - Epoch [38][800/1849] lr: 2.000e-04, eta: 0:53:18, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8985, loss_bbox: 0.7402, loss_iou: 1.1129, d0.loss_cls: 2.0121, d0.loss_bbox: 0.7942, d0.loss_iou: 1.1796, d1.loss_cls: 1.9768, d1.loss_bbox: 0.7756, d1.loss_iou: 1.1550, d2.loss_cls: 1.9423, d2.loss_bbox: 0.7588, d2.loss_iou: 1.1334, d3.loss_cls: 1.9214, d3.loss_bbox: 0.7489, d3.loss_iou: 1.1224, d4.loss_cls: 1.9069, d4.loss_bbox: 0.7426, d4.loss_iou: 1.1155, loss: 23.0370, grad_norm: 13.9207 -2022-10-26 22:19:45,924 - mmdet - INFO - Epoch [38][850/1849] lr: 2.000e-04, eta: 0:53:11, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9129, loss_bbox: 0.7465, loss_iou: 1.1160, d0.loss_cls: 2.0175, d0.loss_bbox: 0.8025, d0.loss_iou: 1.1834, d1.loss_cls: 1.9838, d1.loss_bbox: 0.7826, d1.loss_iou: 1.1588, d2.loss_cls: 1.9534, d2.loss_bbox: 0.7648, d2.loss_iou: 1.1353, d3.loss_cls: 1.9342, d3.loss_bbox: 0.7543, d3.loss_iou: 1.1249, d4.loss_cls: 1.9211, d4.loss_bbox: 0.7486, d4.loss_iou: 1.1190, loss: 23.1597, grad_norm: 14.7960 -2022-10-26 22:19:52,912 - mmdet - INFO - Epoch [38][900/1849] lr: 2.000e-04, eta: 0:53:04, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9279, loss_bbox: 0.7468, loss_iou: 1.1165, d0.loss_cls: 2.0361, d0.loss_bbox: 0.8033, d0.loss_iou: 1.1848, d1.loss_cls: 2.0040, d1.loss_bbox: 0.7830, d1.loss_iou: 1.1599, d2.loss_cls: 1.9712, d2.loss_bbox: 0.7660, d2.loss_iou: 1.1364, d3.loss_cls: 1.9492, d3.loss_bbox: 0.7553, d3.loss_iou: 1.1260, d4.loss_cls: 1.9353, d4.loss_bbox: 0.7493, d4.loss_iou: 1.1185, loss: 23.2694, grad_norm: 16.0872 -2022-10-26 22:19:59,926 - mmdet - INFO - Epoch [38][950/1849] lr: 2.000e-04, eta: 0:52:57, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9192, loss_bbox: 0.7428, loss_iou: 1.1121, d0.loss_cls: 2.0343, d0.loss_bbox: 0.7991, d0.loss_iou: 1.1797, d1.loss_cls: 1.9998, d1.loss_bbox: 0.7793, d1.loss_iou: 1.1553, d2.loss_cls: 1.9645, d2.loss_bbox: 0.7616, d2.loss_iou: 1.1328, d3.loss_cls: 1.9427, d3.loss_bbox: 0.7511, d3.loss_iou: 1.1214, d4.loss_cls: 1.9277, d4.loss_bbox: 0.7449, d4.loss_iou: 1.1147, loss: 23.1830, grad_norm: 15.9304 -2022-10-26 22:20:07,101 - mmdet - INFO - Epoch [38][1000/1849] lr: 2.000e-04, eta: 0:52:50, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.9218, loss_bbox: 0.7453, loss_iou: 1.1191, d0.loss_cls: 2.0294, d0.loss_bbox: 0.8014, d0.loss_iou: 1.1864, d1.loss_cls: 1.9980, d1.loss_bbox: 0.7812, d1.loss_iou: 1.1627, d2.loss_cls: 1.9659, d2.loss_bbox: 0.7646, d2.loss_iou: 1.1397, d3.loss_cls: 1.9438, d3.loss_bbox: 0.7537, d3.loss_iou: 1.1291, d4.loss_cls: 1.9296, d4.loss_bbox: 0.7475, d4.loss_iou: 1.1212, loss: 23.2403, grad_norm: 15.8816 -2022-10-26 22:20:13,987 - mmdet - INFO - Epoch [38][1050/1849] lr: 2.000e-04, eta: 0:52:44, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9138, loss_bbox: 0.7390, loss_iou: 1.1079, d0.loss_cls: 2.0252, d0.loss_bbox: 0.7948, d0.loss_iou: 1.1766, d1.loss_cls: 1.9902, d1.loss_bbox: 0.7757, d1.loss_iou: 1.1520, d2.loss_cls: 1.9549, d2.loss_bbox: 0.7582, d2.loss_iou: 1.1299, d3.loss_cls: 1.9357, d3.loss_bbox: 0.7476, d3.loss_iou: 1.1180, d4.loss_cls: 1.9217, d4.loss_bbox: 0.7412, d4.loss_iou: 1.1103, loss: 23.0928, grad_norm: 16.0751 -2022-10-26 22:20:20,667 - mmdet - INFO - Epoch [38][1100/1849] lr: 2.000e-04, eta: 0:52:37, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.9106, loss_bbox: 0.7433, loss_iou: 1.1194, d0.loss_cls: 2.0212, d0.loss_bbox: 0.7979, d0.loss_iou: 1.1873, d1.loss_cls: 1.9854, d1.loss_bbox: 0.7768, d1.loss_iou: 1.1621, d2.loss_cls: 1.9525, d2.loss_bbox: 0.7607, d2.loss_iou: 1.1394, d3.loss_cls: 1.9326, d3.loss_bbox: 0.7511, d3.loss_iou: 1.1292, d4.loss_cls: 1.9187, d4.loss_bbox: 0.7453, d4.loss_iou: 1.1225, loss: 23.1560, grad_norm: 14.1756 -2022-10-26 22:20:27,367 - mmdet - INFO - Epoch [38][1150/1849] lr: 2.000e-04, eta: 0:52:30, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.9098, loss_bbox: 0.7490, loss_iou: 1.1182, d0.loss_cls: 2.0211, d0.loss_bbox: 0.8029, d0.loss_iou: 1.1857, d1.loss_cls: 1.9850, d1.loss_bbox: 0.7842, d1.loss_iou: 1.1594, d2.loss_cls: 1.9526, d2.loss_bbox: 0.7671, d2.loss_iou: 1.1376, d3.loss_cls: 1.9303, d3.loss_bbox: 0.7575, d3.loss_iou: 1.1269, d4.loss_cls: 1.9178, d4.loss_bbox: 0.7511, d4.loss_iou: 1.1205, loss: 23.1768, grad_norm: 16.3835 -2022-10-26 22:20:37,450 - mmdet - INFO - Epoch [38][1200/1849] lr: 2.000e-04, eta: 0:52:24, time: 0.202, data_time: 0.005, memory: 4401, loss_cls: 1.9156, loss_bbox: 0.7400, loss_iou: 1.1116, d0.loss_cls: 2.0276, d0.loss_bbox: 0.7965, d0.loss_iou: 1.1793, d1.loss_cls: 1.9925, d1.loss_bbox: 0.7763, d1.loss_iou: 1.1538, d2.loss_cls: 1.9594, d2.loss_bbox: 0.7591, d2.loss_iou: 1.1312, d3.loss_cls: 1.9363, d3.loss_bbox: 0.7489, d3.loss_iou: 1.1212, d4.loss_cls: 1.9249, d4.loss_bbox: 0.7423, d4.loss_iou: 1.1143, loss: 23.1307, grad_norm: 15.1483 -2022-10-26 22:20:44,392 - mmdet - INFO - Epoch [38][1250/1849] lr: 2.000e-04, eta: 0:52:17, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9192, loss_bbox: 0.7441, loss_iou: 1.1153, d0.loss_cls: 2.0253, d0.loss_bbox: 0.8011, d0.loss_iou: 1.1833, d1.loss_cls: 1.9973, d1.loss_bbox: 0.7811, d1.loss_iou: 1.1578, d2.loss_cls: 1.9647, d2.loss_bbox: 0.7630, d2.loss_iou: 1.1353, d3.loss_cls: 1.9426, d3.loss_bbox: 0.7521, d3.loss_iou: 1.1239, d4.loss_cls: 1.9284, d4.loss_bbox: 0.7462, d4.loss_iou: 1.1174, loss: 23.1982, grad_norm: 15.9812 -2022-10-26 22:20:51,434 - mmdet - INFO - Epoch [38][1300/1849] lr: 2.000e-04, eta: 0:52:10, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9066, loss_bbox: 0.7421, loss_iou: 1.1090, d0.loss_cls: 2.0177, d0.loss_bbox: 0.7985, d0.loss_iou: 1.1772, d1.loss_cls: 1.9833, d1.loss_bbox: 0.7797, d1.loss_iou: 1.1528, d2.loss_cls: 1.9535, d2.loss_bbox: 0.7618, d2.loss_iou: 1.1296, d3.loss_cls: 1.9304, d3.loss_bbox: 0.7505, d3.loss_iou: 1.1193, d4.loss_cls: 1.9162, d4.loss_bbox: 0.7442, d4.loss_iou: 1.1114, loss: 23.0840, grad_norm: 15.0212 -2022-10-26 22:20:58,486 - mmdet - INFO - Epoch [38][1350/1849] lr: 2.000e-04, eta: 0:52:03, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9199, loss_bbox: 0.7466, loss_iou: 1.1177, d0.loss_cls: 2.0291, d0.loss_bbox: 0.8013, d0.loss_iou: 1.1847, d1.loss_cls: 1.9953, d1.loss_bbox: 0.7818, d1.loss_iou: 1.1612, d2.loss_cls: 1.9626, d2.loss_bbox: 0.7651, d2.loss_iou: 1.1378, d3.loss_cls: 1.9426, d3.loss_bbox: 0.7546, d3.loss_iou: 1.1276, d4.loss_cls: 1.9281, d4.loss_bbox: 0.7488, d4.loss_iou: 1.1202, loss: 23.2249, grad_norm: 16.9991 -2022-10-26 22:21:05,244 - mmdet - INFO - Epoch [38][1400/1849] lr: 2.000e-04, eta: 0:51:56, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9249, loss_bbox: 0.7414, loss_iou: 1.1132, d0.loss_cls: 2.0326, d0.loss_bbox: 0.7964, d0.loss_iou: 1.1796, d1.loss_cls: 1.9993, d1.loss_bbox: 0.7760, d1.loss_iou: 1.1555, d2.loss_cls: 1.9686, d2.loss_bbox: 0.7596, d2.loss_iou: 1.1324, d3.loss_cls: 1.9480, d3.loss_bbox: 0.7493, d3.loss_iou: 1.1220, d4.loss_cls: 1.9325, d4.loss_bbox: 0.7430, d4.loss_iou: 1.1160, loss: 23.1904, grad_norm: 14.0913 -2022-10-26 22:21:12,113 - mmdet - INFO - Epoch [38][1450/1849] lr: 2.000e-04, eta: 0:51:49, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9151, loss_bbox: 0.7474, loss_iou: 1.1138, d0.loss_cls: 2.0261, d0.loss_bbox: 0.8028, d0.loss_iou: 1.1803, d1.loss_cls: 1.9881, d1.loss_bbox: 0.7846, d1.loss_iou: 1.1576, d2.loss_cls: 1.9605, d2.loss_bbox: 0.7661, d2.loss_iou: 1.1347, d3.loss_cls: 1.9373, d3.loss_bbox: 0.7561, d3.loss_iou: 1.1232, d4.loss_cls: 1.9247, d4.loss_bbox: 0.7495, d4.loss_iou: 1.1163, loss: 23.1843, grad_norm: 15.3737 -2022-10-26 22:21:18,865 - mmdet - INFO - Epoch [38][1500/1849] lr: 2.000e-04, eta: 0:51:43, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.9193, loss_bbox: 0.7435, loss_iou: 1.1140, d0.loss_cls: 2.0248, d0.loss_bbox: 0.7977, d0.loss_iou: 1.1821, d1.loss_cls: 1.9943, d1.loss_bbox: 0.7794, d1.loss_iou: 1.1579, d2.loss_cls: 1.9618, d2.loss_bbox: 0.7624, d2.loss_iou: 1.1343, d3.loss_cls: 1.9420, d3.loss_bbox: 0.7523, d3.loss_iou: 1.1240, d4.loss_cls: 1.9270, d4.loss_bbox: 0.7461, d4.loss_iou: 1.1162, loss: 23.1789, grad_norm: 14.1416 -2022-10-26 22:21:25,523 - mmdet - INFO - Epoch [38][1550/1849] lr: 2.000e-04, eta: 0:51:36, time: 0.133, data_time: 0.005, memory: 4401, loss_cls: 1.9133, loss_bbox: 0.7453, loss_iou: 1.1157, d0.loss_cls: 2.0192, d0.loss_bbox: 0.8006, d0.loss_iou: 1.1819, d1.loss_cls: 1.9875, d1.loss_bbox: 0.7800, d1.loss_iou: 1.1583, d2.loss_cls: 1.9547, d2.loss_bbox: 0.7632, d2.loss_iou: 1.1360, d3.loss_cls: 1.9348, d3.loss_bbox: 0.7534, d3.loss_iou: 1.1253, d4.loss_cls: 1.9219, d4.loss_bbox: 0.7470, d4.loss_iou: 1.1183, loss: 23.1565, grad_norm: 15.3996 -2022-10-26 22:21:32,360 - mmdet - INFO - Epoch [38][1600/1849] lr: 2.000e-04, eta: 0:51:29, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9134, loss_bbox: 0.7410, loss_iou: 1.1104, d0.loss_cls: 2.0241, d0.loss_bbox: 0.7975, d0.loss_iou: 1.1783, d1.loss_cls: 1.9908, d1.loss_bbox: 0.7779, d1.loss_iou: 1.1550, d2.loss_cls: 1.9558, d2.loss_bbox: 0.7606, d2.loss_iou: 1.1313, d3.loss_cls: 1.9353, d3.loss_bbox: 0.7500, d3.loss_iou: 1.1199, d4.loss_cls: 1.9235, d4.loss_bbox: 0.7431, d4.loss_iou: 1.1133, loss: 23.1210, grad_norm: 14.9181 -2022-10-26 22:21:39,237 - mmdet - INFO - Epoch [38][1650/1849] lr: 2.000e-04, eta: 0:51:22, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9208, loss_bbox: 0.7426, loss_iou: 1.1163, d0.loss_cls: 2.0327, d0.loss_bbox: 0.7972, d0.loss_iou: 1.1843, d1.loss_cls: 1.9958, d1.loss_bbox: 0.7782, d1.loss_iou: 1.1595, d2.loss_cls: 1.9629, d2.loss_bbox: 0.7612, d2.loss_iou: 1.1364, d3.loss_cls: 1.9413, d3.loss_bbox: 0.7506, d3.loss_iou: 1.1259, d4.loss_cls: 1.9280, d4.loss_bbox: 0.7443, d4.loss_iou: 1.1188, loss: 23.1968, grad_norm: 14.6835 -2022-10-26 22:21:46,099 - mmdet - INFO - Epoch [38][1700/1849] lr: 2.000e-04, eta: 0:51:15, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9216, loss_bbox: 0.7426, loss_iou: 1.1142, d0.loss_cls: 2.0313, d0.loss_bbox: 0.7980, d0.loss_iou: 1.1817, d1.loss_cls: 1.9982, d1.loss_bbox: 0.7790, d1.loss_iou: 1.1574, d2.loss_cls: 1.9660, d2.loss_bbox: 0.7613, d2.loss_iou: 1.1346, d3.loss_cls: 1.9448, d3.loss_bbox: 0.7512, d3.loss_iou: 1.1235, d4.loss_cls: 1.9296, d4.loss_bbox: 0.7449, d4.loss_iou: 1.1167, loss: 23.1967, grad_norm: 15.0261 -2022-10-26 22:21:53,011 - mmdet - INFO - Epoch [38][1750/1849] lr: 2.000e-04, eta: 0:51:08, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9232, loss_bbox: 0.7479, loss_iou: 1.1141, d0.loss_cls: 2.0288, d0.loss_bbox: 0.8035, d0.loss_iou: 1.1816, d1.loss_cls: 1.9927, d1.loss_bbox: 0.7832, d1.loss_iou: 1.1569, d2.loss_cls: 1.9653, d2.loss_bbox: 0.7655, d2.loss_iou: 1.1338, d3.loss_cls: 1.9444, d3.loss_bbox: 0.7559, d3.loss_iou: 1.1233, d4.loss_cls: 1.9314, d4.loss_bbox: 0.7498, d4.loss_iou: 1.1168, loss: 23.2181, grad_norm: 17.0844 -2022-10-26 22:21:59,893 - mmdet - INFO - Epoch [38][1800/1849] lr: 2.000e-04, eta: 0:51:01, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9196, loss_bbox: 0.7463, loss_iou: 1.1158, d0.loss_cls: 2.0251, d0.loss_bbox: 0.8003, d0.loss_iou: 1.1815, d1.loss_cls: 1.9946, d1.loss_bbox: 0.7816, d1.loss_iou: 1.1577, d2.loss_cls: 1.9638, d2.loss_bbox: 0.7653, d2.loss_iou: 1.1347, d3.loss_cls: 1.9425, d3.loss_bbox: 0.7543, d3.loss_iou: 1.1246, d4.loss_cls: 1.9289, d4.loss_bbox: 0.7485, d4.loss_iou: 1.1181, loss: 23.2031, grad_norm: 15.1784 -2022-10-26 22:22:06,769 - mmdet - INFO - Saving checkpoint at 38 epochs -2022-10-26 22:22:17,575 - mmdet - INFO - Epoch [39][50/1849] lr: 2.000e-04, eta: 0:50:46, time: 0.204, data_time: 0.064, memory: 4401, loss_cls: 1.8917, loss_bbox: 0.7419, loss_iou: 1.1127, d0.loss_cls: 2.0030, d0.loss_bbox: 0.7972, d0.loss_iou: 1.1824, d1.loss_cls: 1.9697, d1.loss_bbox: 0.7765, d1.loss_iou: 1.1563, d2.loss_cls: 1.9341, d2.loss_bbox: 0.7598, d2.loss_iou: 1.1335, d3.loss_cls: 1.9168, d3.loss_bbox: 0.7494, d3.loss_iou: 1.1223, d4.loss_cls: 1.9015, d4.loss_bbox: 0.7437, d4.loss_iou: 1.1150, loss: 23.0075, grad_norm: 14.6939 -2022-10-26 22:22:24,900 - mmdet - INFO - Epoch [39][100/1849] lr: 2.000e-04, eta: 0:50:40, time: 0.146, data_time: 0.005, memory: 4401, loss_cls: 1.8839, loss_bbox: 0.7375, loss_iou: 1.1129, d0.loss_cls: 2.0020, d0.loss_bbox: 0.7933, d0.loss_iou: 1.1815, d1.loss_cls: 1.9624, d1.loss_bbox: 0.7732, d1.loss_iou: 1.1560, d2.loss_cls: 1.9290, d2.loss_bbox: 0.7567, d2.loss_iou: 1.1337, d3.loss_cls: 1.9070, d3.loss_bbox: 0.7459, d3.loss_iou: 1.1226, d4.loss_cls: 1.8946, d4.loss_bbox: 0.7394, d4.loss_iou: 1.1154, loss: 22.9470, grad_norm: 14.2167 -2022-10-26 22:22:32,069 - mmdet - INFO - Epoch [39][150/1849] lr: 2.000e-04, eta: 0:50:33, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.8971, loss_bbox: 0.7447, loss_iou: 1.1111, d0.loss_cls: 2.0127, d0.loss_bbox: 0.8021, d0.loss_iou: 1.1800, d1.loss_cls: 1.9731, d1.loss_bbox: 0.7816, d1.loss_iou: 1.1552, d2.loss_cls: 1.9399, d2.loss_bbox: 0.7636, d2.loss_iou: 1.1321, d3.loss_cls: 1.9191, d3.loss_bbox: 0.7532, d3.loss_iou: 1.1206, d4.loss_cls: 1.9046, d4.loss_bbox: 0.7468, d4.loss_iou: 1.1137, loss: 23.0511, grad_norm: 16.2563 -2022-10-26 22:22:39,117 - mmdet - INFO - Epoch [39][200/1849] lr: 2.000e-04, eta: 0:50:26, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.8961, loss_bbox: 0.7421, loss_iou: 1.1121, d0.loss_cls: 2.0082, d0.loss_bbox: 0.7993, d0.loss_iou: 1.1819, d1.loss_cls: 1.9752, d1.loss_bbox: 0.7777, d1.loss_iou: 1.1561, d2.loss_cls: 1.9422, d2.loss_bbox: 0.7606, d2.loss_iou: 1.1334, d3.loss_cls: 1.9195, d3.loss_bbox: 0.7505, d3.loss_iou: 1.1220, d4.loss_cls: 1.9047, d4.loss_bbox: 0.7444, d4.loss_iou: 1.1146, loss: 23.0405, grad_norm: 16.5627 -2022-10-26 22:22:46,171 - mmdet - INFO - Epoch [39][250/1849] lr: 2.000e-04, eta: 0:50:19, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9059, loss_bbox: 0.7375, loss_iou: 1.1091, d0.loss_cls: 2.0162, d0.loss_bbox: 0.7927, d0.loss_iou: 1.1775, d1.loss_cls: 1.9830, d1.loss_bbox: 0.7731, d1.loss_iou: 1.1521, d2.loss_cls: 1.9501, d2.loss_bbox: 0.7561, d2.loss_iou: 1.1297, d3.loss_cls: 1.9304, d3.loss_bbox: 0.7456, d3.loss_iou: 1.1183, d4.loss_cls: 1.9142, d4.loss_bbox: 0.7396, d4.loss_iou: 1.1119, loss: 23.0430, grad_norm: 16.5022 -2022-10-26 22:22:53,180 - mmdet - INFO - Epoch [39][300/1849] lr: 2.000e-04, eta: 0:50:12, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8985, loss_bbox: 0.7429, loss_iou: 1.1119, d0.loss_cls: 2.0106, d0.loss_bbox: 0.7980, d0.loss_iou: 1.1814, d1.loss_cls: 1.9745, d1.loss_bbox: 0.7797, d1.loss_iou: 1.1563, d2.loss_cls: 1.9430, d2.loss_bbox: 0.7626, d2.loss_iou: 1.1329, d3.loss_cls: 1.9238, d3.loss_bbox: 0.7514, d3.loss_iou: 1.1209, d4.loss_cls: 1.9076, d4.loss_bbox: 0.7449, d4.loss_iou: 1.1143, loss: 23.0553, grad_norm: 14.4481 -2022-10-26 22:23:00,152 - mmdet - INFO - Epoch [39][350/1849] lr: 2.000e-04, eta: 0:50:06, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9039, loss_bbox: 0.7459, loss_iou: 1.1176, d0.loss_cls: 2.0162, d0.loss_bbox: 0.8013, d0.loss_iou: 1.1850, d1.loss_cls: 1.9800, d1.loss_bbox: 0.7826, d1.loss_iou: 1.1603, d2.loss_cls: 1.9476, d2.loss_bbox: 0.7653, d2.loss_iou: 1.1381, d3.loss_cls: 1.9271, d3.loss_bbox: 0.7546, d3.loss_iou: 1.1275, d4.loss_cls: 1.9149, d4.loss_bbox: 0.7482, d4.loss_iou: 1.1204, loss: 23.1362, grad_norm: 14.9999 -2022-10-26 22:23:07,043 - mmdet - INFO - Epoch [39][400/1849] lr: 2.000e-04, eta: 0:49:59, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9057, loss_bbox: 0.7437, loss_iou: 1.1157, d0.loss_cls: 2.0205, d0.loss_bbox: 0.7989, d0.loss_iou: 1.1826, d1.loss_cls: 1.9848, d1.loss_bbox: 0.7797, d1.loss_iou: 1.1580, d2.loss_cls: 1.9511, d2.loss_bbox: 0.7618, d2.loss_iou: 1.1358, d3.loss_cls: 1.9301, d3.loss_bbox: 0.7520, d3.loss_iou: 1.1244, d4.loss_cls: 1.9148, d4.loss_bbox: 0.7463, d4.loss_iou: 1.1179, loss: 23.1236, grad_norm: 14.8535 -2022-10-26 22:23:13,932 - mmdet - INFO - Epoch [39][450/1849] lr: 2.000e-04, eta: 0:49:52, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9174, loss_bbox: 0.7427, loss_iou: 1.1152, d0.loss_cls: 2.0267, d0.loss_bbox: 0.7986, d0.loss_iou: 1.1838, d1.loss_cls: 1.9923, d1.loss_bbox: 0.7777, d1.loss_iou: 1.1583, d2.loss_cls: 1.9596, d2.loss_bbox: 0.7617, d2.loss_iou: 1.1358, d3.loss_cls: 1.9389, d3.loss_bbox: 0.7511, d3.loss_iou: 1.1252, d4.loss_cls: 1.9258, d4.loss_bbox: 0.7451, d4.loss_iou: 1.1180, loss: 23.1738, grad_norm: 15.4785 -2022-10-26 22:23:20,990 - mmdet - INFO - Epoch [39][500/1849] lr: 2.000e-04, eta: 0:49:45, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9246, loss_bbox: 0.7429, loss_iou: 1.1128, d0.loss_cls: 2.0403, d0.loss_bbox: 0.7966, d0.loss_iou: 1.1797, d1.loss_cls: 2.0023, d1.loss_bbox: 0.7776, d1.loss_iou: 1.1557, d2.loss_cls: 1.9687, d2.loss_bbox: 0.7611, d2.loss_iou: 1.1325, d3.loss_cls: 1.9482, d3.loss_bbox: 0.7512, d3.loss_iou: 1.1223, d4.loss_cls: 1.9321, d4.loss_bbox: 0.7450, d4.loss_iou: 1.1157, loss: 23.2093, grad_norm: 15.3331 -2022-10-26 22:23:28,037 - mmdet - INFO - Epoch [39][550/1849] lr: 2.000e-04, eta: 0:49:38, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9054, loss_bbox: 0.7458, loss_iou: 1.1148, d0.loss_cls: 2.0149, d0.loss_bbox: 0.8000, d0.loss_iou: 1.1828, d1.loss_cls: 1.9821, d1.loss_bbox: 0.7808, d1.loss_iou: 1.1579, d2.loss_cls: 1.9495, d2.loss_bbox: 0.7641, d2.loss_iou: 1.1353, d3.loss_cls: 1.9287, d3.loss_bbox: 0.7543, d3.loss_iou: 1.1252, d4.loss_cls: 1.9133, d4.loss_bbox: 0.7475, d4.loss_iou: 1.1178, loss: 23.1201, grad_norm: 15.9204 -2022-10-26 22:23:35,072 - mmdet - INFO - Epoch [39][600/1849] lr: 2.000e-04, eta: 0:49:31, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8847, loss_bbox: 0.7347, loss_iou: 1.1069, d0.loss_cls: 1.9971, d0.loss_bbox: 0.7921, d0.loss_iou: 1.1758, d1.loss_cls: 1.9621, d1.loss_bbox: 0.7711, d1.loss_iou: 1.1505, d2.loss_cls: 1.9286, d2.loss_bbox: 0.7531, d2.loss_iou: 1.1281, d3.loss_cls: 1.9069, d3.loss_bbox: 0.7427, d3.loss_iou: 1.1168, d4.loss_cls: 1.8930, d4.loss_bbox: 0.7376, d4.loss_iou: 1.1091, loss: 22.8907, grad_norm: 16.6654 -2022-10-26 22:23:42,086 - mmdet - INFO - Epoch [39][650/1849] lr: 2.000e-04, eta: 0:49:24, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9035, loss_bbox: 0.7424, loss_iou: 1.1123, d0.loss_cls: 2.0192, d0.loss_bbox: 0.7985, d0.loss_iou: 1.1799, d1.loss_cls: 1.9797, d1.loss_bbox: 0.7782, d1.loss_iou: 1.1565, d2.loss_cls: 1.9468, d2.loss_bbox: 0.7618, d2.loss_iou: 1.1328, d3.loss_cls: 1.9261, d3.loss_bbox: 0.7513, d3.loss_iou: 1.1215, d4.loss_cls: 1.9111, d4.loss_bbox: 0.7442, d4.loss_iou: 1.1148, loss: 23.0807, grad_norm: 17.7443 -2022-10-26 22:23:49,125 - mmdet - INFO - Epoch [39][700/1849] lr: 2.000e-04, eta: 0:49:18, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8995, loss_bbox: 0.7401, loss_iou: 1.1146, d0.loss_cls: 2.0135, d0.loss_bbox: 0.7959, d0.loss_iou: 1.1831, d1.loss_cls: 1.9788, d1.loss_bbox: 0.7761, d1.loss_iou: 1.1561, d2.loss_cls: 1.9418, d2.loss_bbox: 0.7581, d2.loss_iou: 1.1335, d3.loss_cls: 1.9243, d3.loss_bbox: 0.7486, d3.loss_iou: 1.1235, d4.loss_cls: 1.9088, d4.loss_bbox: 0.7424, d4.loss_iou: 1.1177, loss: 23.0564, grad_norm: 16.7529 -2022-10-26 22:23:56,099 - mmdet - INFO - Epoch [39][750/1849] lr: 2.000e-04, eta: 0:49:11, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9145, loss_bbox: 0.7434, loss_iou: 1.1184, d0.loss_cls: 2.0239, d0.loss_bbox: 0.7983, d0.loss_iou: 1.1860, d1.loss_cls: 1.9863, d1.loss_bbox: 0.7781, d1.loss_iou: 1.1612, d2.loss_cls: 1.9551, d2.loss_bbox: 0.7615, d2.loss_iou: 1.1382, d3.loss_cls: 1.9348, d3.loss_bbox: 0.7513, d3.loss_iou: 1.1270, d4.loss_cls: 1.9215, d4.loss_bbox: 0.7447, d4.loss_iou: 1.1214, loss: 23.1655, grad_norm: 17.6906 -2022-10-26 22:24:03,023 - mmdet - INFO - Epoch [39][800/1849] lr: 2.000e-04, eta: 0:49:04, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9048, loss_bbox: 0.7385, loss_iou: 1.1131, d0.loss_cls: 2.0162, d0.loss_bbox: 0.7943, d0.loss_iou: 1.1813, d1.loss_cls: 1.9835, d1.loss_bbox: 0.7745, d1.loss_iou: 1.1571, d2.loss_cls: 1.9512, d2.loss_bbox: 0.7578, d2.loss_iou: 1.1338, d3.loss_cls: 1.9285, d3.loss_bbox: 0.7469, d3.loss_iou: 1.1228, d4.loss_cls: 1.9139, d4.loss_bbox: 0.7408, d4.loss_iou: 1.1163, loss: 23.0756, grad_norm: 15.8541 -2022-10-26 22:24:09,912 - mmdet - INFO - Epoch [39][850/1849] lr: 2.000e-04, eta: 0:48:57, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9034, loss_bbox: 0.7382, loss_iou: 1.1086, d0.loss_cls: 2.0163, d0.loss_bbox: 0.7947, d0.loss_iou: 1.1768, d1.loss_cls: 1.9826, d1.loss_bbox: 0.7746, d1.loss_iou: 1.1528, d2.loss_cls: 1.9502, d2.loss_bbox: 0.7570, d2.loss_iou: 1.1293, d3.loss_cls: 1.9275, d3.loss_bbox: 0.7463, d3.loss_iou: 1.1191, d4.loss_cls: 1.9127, d4.loss_bbox: 0.7404, d4.loss_iou: 1.1113, loss: 23.0416, grad_norm: 14.8655 -2022-10-26 22:24:16,890 - mmdet - INFO - Epoch [39][900/1849] lr: 2.000e-04, eta: 0:48:50, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9163, loss_bbox: 0.7449, loss_iou: 1.1111, d0.loss_cls: 2.0288, d0.loss_bbox: 0.8019, d0.loss_iou: 1.1794, d1.loss_cls: 1.9983, d1.loss_bbox: 0.7822, d1.loss_iou: 1.1541, d2.loss_cls: 1.9625, d2.loss_bbox: 0.7648, d2.loss_iou: 1.1325, d3.loss_cls: 1.9395, d3.loss_bbox: 0.7544, d3.loss_iou: 1.1208, d4.loss_cls: 1.9262, d4.loss_bbox: 0.7472, d4.loss_iou: 1.1136, loss: 23.1786, grad_norm: 15.5834 -2022-10-26 22:24:23,815 - mmdet - INFO - Epoch [39][950/1849] lr: 2.000e-04, eta: 0:48:43, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9056, loss_bbox: 0.7447, loss_iou: 1.1106, d0.loss_cls: 2.0167, d0.loss_bbox: 0.8003, d0.loss_iou: 1.1795, d1.loss_cls: 1.9825, d1.loss_bbox: 0.7806, d1.loss_iou: 1.1558, d2.loss_cls: 1.9509, d2.loss_bbox: 0.7627, d2.loss_iou: 1.1328, d3.loss_cls: 1.9272, d3.loss_bbox: 0.7526, d3.loss_iou: 1.1215, d4.loss_cls: 1.9145, d4.loss_bbox: 0.7470, d4.loss_iou: 1.1137, loss: 23.0991, grad_norm: 16.1268 -2022-10-26 22:24:30,593 - mmdet - INFO - Epoch [39][1000/1849] lr: 2.000e-04, eta: 0:48:36, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.9039, loss_bbox: 0.7432, loss_iou: 1.1134, d0.loss_cls: 2.0152, d0.loss_bbox: 0.7984, d0.loss_iou: 1.1814, d1.loss_cls: 1.9787, d1.loss_bbox: 0.7777, d1.loss_iou: 1.1562, d2.loss_cls: 1.9474, d2.loss_bbox: 0.7615, d2.loss_iou: 1.1341, d3.loss_cls: 1.9268, d3.loss_bbox: 0.7512, d3.loss_iou: 1.1238, d4.loss_cls: 1.9126, d4.loss_bbox: 0.7455, d4.loss_iou: 1.1161, loss: 23.0871, grad_norm: 16.3384 -2022-10-26 22:24:37,515 - mmdet - INFO - Epoch [39][1050/1849] lr: 2.000e-04, eta: 0:48:30, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8926, loss_bbox: 0.7407, loss_iou: 1.1122, d0.loss_cls: 2.0104, d0.loss_bbox: 0.7969, d0.loss_iou: 1.1798, d1.loss_cls: 1.9757, d1.loss_bbox: 0.7760, d1.loss_iou: 1.1552, d2.loss_cls: 1.9381, d2.loss_bbox: 0.7589, d2.loss_iou: 1.1319, d3.loss_cls: 1.9180, d3.loss_bbox: 0.7497, d3.loss_iou: 1.1212, d4.loss_cls: 1.9030, d4.loss_bbox: 0.7428, d4.loss_iou: 1.1143, loss: 23.0175, grad_norm: 17.0021 -2022-10-26 22:24:44,436 - mmdet - INFO - Epoch [39][1100/1849] lr: 2.000e-04, eta: 0:48:23, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9176, loss_bbox: 0.7411, loss_iou: 1.1169, d0.loss_cls: 2.0335, d0.loss_bbox: 0.7950, d0.loss_iou: 1.1842, d1.loss_cls: 1.9929, d1.loss_bbox: 0.7747, d1.loss_iou: 1.1588, d2.loss_cls: 1.9635, d2.loss_bbox: 0.7582, d2.loss_iou: 1.1362, d3.loss_cls: 1.9408, d3.loss_bbox: 0.7486, d3.loss_iou: 1.1260, d4.loss_cls: 1.9278, d4.loss_bbox: 0.7428, d4.loss_iou: 1.1194, loss: 23.1780, grad_norm: 15.6913 -2022-10-26 22:24:51,253 - mmdet - INFO - Epoch [39][1150/1849] lr: 2.000e-04, eta: 0:48:16, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9116, loss_bbox: 0.7437, loss_iou: 1.1142, d0.loss_cls: 2.0195, d0.loss_bbox: 0.7977, d0.loss_iou: 1.1828, d1.loss_cls: 1.9855, d1.loss_bbox: 0.7791, d1.loss_iou: 1.1583, d2.loss_cls: 1.9526, d2.loss_bbox: 0.7618, d2.loss_iou: 1.1346, d3.loss_cls: 1.9346, d3.loss_bbox: 0.7523, d3.loss_iou: 1.1237, d4.loss_cls: 1.9207, d4.loss_bbox: 0.7458, d4.loss_iou: 1.1171, loss: 23.1356, grad_norm: 18.2559 -2022-10-26 22:24:58,102 - mmdet - INFO - Epoch [39][1200/1849] lr: 2.000e-04, eta: 0:48:09, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9041, loss_bbox: 0.7402, loss_iou: 1.1112, d0.loss_cls: 2.0149, d0.loss_bbox: 0.7947, d0.loss_iou: 1.1772, d1.loss_cls: 1.9821, d1.loss_bbox: 0.7749, d1.loss_iou: 1.1533, d2.loss_cls: 1.9492, d2.loss_bbox: 0.7594, d2.loss_iou: 1.1306, d3.loss_cls: 1.9283, d3.loss_bbox: 0.7483, d3.loss_iou: 1.1207, d4.loss_cls: 1.9127, d4.loss_bbox: 0.7420, d4.loss_iou: 1.1140, loss: 23.0579, grad_norm: 16.6348 -2022-10-26 22:25:05,168 - mmdet - INFO - Epoch [39][1250/1849] lr: 2.000e-04, eta: 0:48:02, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9129, loss_bbox: 0.7437, loss_iou: 1.1139, d0.loss_cls: 2.0173, d0.loss_bbox: 0.7984, d0.loss_iou: 1.1810, d1.loss_cls: 1.9866, d1.loss_bbox: 0.7777, d1.loss_iou: 1.1560, d2.loss_cls: 1.9567, d2.loss_bbox: 0.7623, d2.loss_iou: 1.1335, d3.loss_cls: 1.9357, d3.loss_bbox: 0.7526, d3.loss_iou: 1.1232, d4.loss_cls: 1.9222, d4.loss_bbox: 0.7458, d4.loss_iou: 1.1163, loss: 23.1359, grad_norm: 15.2810 -2022-10-26 22:25:12,362 - mmdet - INFO - Epoch [39][1300/1849] lr: 2.000e-04, eta: 0:47:55, time: 0.144, data_time: 0.004, memory: 4401, loss_cls: 1.9074, loss_bbox: 0.7382, loss_iou: 1.1098, d0.loss_cls: 2.0196, d0.loss_bbox: 0.7945, d0.loss_iou: 1.1771, d1.loss_cls: 1.9842, d1.loss_bbox: 0.7734, d1.loss_iou: 1.1516, d2.loss_cls: 1.9508, d2.loss_bbox: 0.7573, d2.loss_iou: 1.1295, d3.loss_cls: 1.9330, d3.loss_bbox: 0.7463, d3.loss_iou: 1.1187, d4.loss_cls: 1.9163, d4.loss_bbox: 0.7405, d4.loss_iou: 1.1123, loss: 23.0606, grad_norm: 15.5986 -2022-10-26 22:25:19,304 - mmdet - INFO - Epoch [39][1350/1849] lr: 2.000e-04, eta: 0:47:48, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.9169, loss_bbox: 0.7464, loss_iou: 1.1163, d0.loss_cls: 2.0301, d0.loss_bbox: 0.8014, d0.loss_iou: 1.1827, d1.loss_cls: 1.9959, d1.loss_bbox: 0.7810, d1.loss_iou: 1.1577, d2.loss_cls: 1.9608, d2.loss_bbox: 0.7648, d2.loss_iou: 1.1349, d3.loss_cls: 1.9387, d3.loss_bbox: 0.7544, d3.loss_iou: 1.1248, d4.loss_cls: 1.9258, d4.loss_bbox: 0.7486, d4.loss_iou: 1.1187, loss: 23.1997, grad_norm: 15.2443 -2022-10-26 22:25:26,301 - mmdet - INFO - Epoch [39][1400/1849] lr: 2.000e-04, eta: 0:47:41, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9207, loss_bbox: 0.7437, loss_iou: 1.1156, d0.loss_cls: 2.0341, d0.loss_bbox: 0.7981, d0.loss_iou: 1.1832, d1.loss_cls: 2.0011, d1.loss_bbox: 0.7783, d1.loss_iou: 1.1573, d2.loss_cls: 1.9650, d2.loss_bbox: 0.7617, d2.loss_iou: 1.1350, d3.loss_cls: 1.9410, d3.loss_bbox: 0.7513, d3.loss_iou: 1.1252, d4.loss_cls: 1.9285, d4.loss_bbox: 0.7453, d4.loss_iou: 1.1186, loss: 23.2036, grad_norm: 15.7754 -2022-10-26 22:25:33,340 - mmdet - INFO - Epoch [39][1450/1849] lr: 2.000e-04, eta: 0:47:35, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9127, loss_bbox: 0.7411, loss_iou: 1.1122, d0.loss_cls: 2.0221, d0.loss_bbox: 0.7986, d0.loss_iou: 1.1814, d1.loss_cls: 1.9854, d1.loss_bbox: 0.7784, d1.loss_iou: 1.1582, d2.loss_cls: 1.9533, d2.loss_bbox: 0.7609, d2.loss_iou: 1.1340, d3.loss_cls: 1.9332, d3.loss_bbox: 0.7499, d3.loss_iou: 1.1225, d4.loss_cls: 1.9207, d4.loss_bbox: 0.7431, d4.loss_iou: 1.1150, loss: 23.1225, grad_norm: 16.1732 -2022-10-26 22:25:40,284 - mmdet - INFO - Epoch [39][1500/1849] lr: 2.000e-04, eta: 0:47:28, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9177, loss_bbox: 0.7440, loss_iou: 1.1120, d0.loss_cls: 2.0294, d0.loss_bbox: 0.7984, d0.loss_iou: 1.1801, d1.loss_cls: 1.9948, d1.loss_bbox: 0.7793, d1.loss_iou: 1.1556, d2.loss_cls: 1.9586, d2.loss_bbox: 0.7621, d2.loss_iou: 1.1335, d3.loss_cls: 1.9427, d3.loss_bbox: 0.7527, d3.loss_iou: 1.1226, d4.loss_cls: 1.9268, d4.loss_bbox: 0.7462, d4.loss_iou: 1.1149, loss: 23.1714, grad_norm: 15.2832 -2022-10-26 22:25:47,098 - mmdet - INFO - Epoch [39][1550/1849] lr: 2.000e-04, eta: 0:47:21, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9253, loss_bbox: 0.7456, loss_iou: 1.1135, d0.loss_cls: 2.0380, d0.loss_bbox: 0.8011, d0.loss_iou: 1.1808, d1.loss_cls: 2.0008, d1.loss_bbox: 0.7815, d1.loss_iou: 1.1552, d2.loss_cls: 1.9684, d2.loss_bbox: 0.7633, d2.loss_iou: 1.1338, d3.loss_cls: 1.9487, d3.loss_bbox: 0.7539, d3.loss_iou: 1.1228, d4.loss_cls: 1.9347, d4.loss_bbox: 0.7484, d4.loss_iou: 1.1156, loss: 23.2315, grad_norm: 16.2591 -2022-10-26 22:25:54,062 - mmdet - INFO - Epoch [39][1600/1849] lr: 2.000e-04, eta: 0:47:14, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9147, loss_bbox: 0.7440, loss_iou: 1.1135, d0.loss_cls: 2.0273, d0.loss_bbox: 0.8001, d0.loss_iou: 1.1818, d1.loss_cls: 1.9904, d1.loss_bbox: 0.7795, d1.loss_iou: 1.1574, d2.loss_cls: 1.9603, d2.loss_bbox: 0.7619, d2.loss_iou: 1.1335, d3.loss_cls: 1.9374, d3.loss_bbox: 0.7528, d3.loss_iou: 1.1234, d4.loss_cls: 1.9246, d4.loss_bbox: 0.7465, d4.loss_iou: 1.1159, loss: 23.1649, grad_norm: 14.4587 -2022-10-26 22:26:01,068 - mmdet - INFO - Epoch [39][1650/1849] lr: 2.000e-04, eta: 0:47:07, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9023, loss_bbox: 0.7415, loss_iou: 1.1135, d0.loss_cls: 2.0115, d0.loss_bbox: 0.7960, d0.loss_iou: 1.1809, d1.loss_cls: 1.9756, d1.loss_bbox: 0.7768, d1.loss_iou: 1.1570, d2.loss_cls: 1.9450, d2.loss_bbox: 0.7597, d2.loss_iou: 1.1334, d3.loss_cls: 1.9253, d3.loss_bbox: 0.7500, d3.loss_iou: 1.1221, d4.loss_cls: 1.9110, d4.loss_bbox: 0.7437, d4.loss_iou: 1.1158, loss: 23.0610, grad_norm: 15.2514 -2022-10-26 22:26:07,992 - mmdet - INFO - Epoch [39][1700/1849] lr: 2.000e-04, eta: 0:47:00, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9204, loss_bbox: 0.7395, loss_iou: 1.1091, d0.loss_cls: 2.0303, d0.loss_bbox: 0.7963, d0.loss_iou: 1.1796, d1.loss_cls: 1.9956, d1.loss_bbox: 0.7760, d1.loss_iou: 1.1532, d2.loss_cls: 1.9610, d2.loss_bbox: 0.7582, d2.loss_iou: 1.1295, d3.loss_cls: 1.9416, d3.loss_bbox: 0.7472, d3.loss_iou: 1.1191, d4.loss_cls: 1.9282, d4.loss_bbox: 0.7415, d4.loss_iou: 1.1124, loss: 23.1387, grad_norm: 15.8260 -2022-10-26 22:26:14,847 - mmdet - INFO - Epoch [39][1750/1849] lr: 2.000e-04, eta: 0:46:53, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.9266, loss_bbox: 0.7438, loss_iou: 1.1164, d0.loss_cls: 2.0386, d0.loss_bbox: 0.8006, d0.loss_iou: 1.1853, d1.loss_cls: 2.0011, d1.loss_bbox: 0.7804, d1.loss_iou: 1.1613, d2.loss_cls: 1.9701, d2.loss_bbox: 0.7636, d2.loss_iou: 1.1373, d3.loss_cls: 1.9483, d3.loss_bbox: 0.7526, d3.loss_iou: 1.1266, d4.loss_cls: 1.9355, d4.loss_bbox: 0.7456, d4.loss_iou: 1.1188, loss: 23.2525, grad_norm: 15.4381 -2022-10-26 22:26:21,846 - mmdet - INFO - Epoch [39][1800/1849] lr: 2.000e-04, eta: 0:46:47, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.9064, loss_bbox: 0.7462, loss_iou: 1.1146, d0.loss_cls: 2.0179, d0.loss_bbox: 0.7999, d0.loss_iou: 1.1805, d1.loss_cls: 1.9839, d1.loss_bbox: 0.7813, d1.loss_iou: 1.1572, d2.loss_cls: 1.9526, d2.loss_bbox: 0.7637, d2.loss_iou: 1.1350, d3.loss_cls: 1.9298, d3.loss_bbox: 0.7542, d3.loss_iou: 1.1244, d4.loss_cls: 1.9154, d4.loss_bbox: 0.7482, d4.loss_iou: 1.1176, loss: 23.1289, grad_norm: 15.8483 -2022-10-26 22:26:28,824 - mmdet - INFO - Saving checkpoint at 39 epochs -2022-10-26 22:26:39,609 - mmdet - INFO - Epoch [40][50/1849] lr: 2.000e-04, eta: 0:46:32, time: 0.203, data_time: 0.064, memory: 4401, loss_cls: 1.9056, loss_bbox: 0.7411, loss_iou: 1.1130, d0.loss_cls: 2.0242, d0.loss_bbox: 0.7959, d0.loss_iou: 1.1789, d1.loss_cls: 1.9921, d1.loss_bbox: 0.7762, d1.loss_iou: 1.1546, d2.loss_cls: 1.9556, d2.loss_bbox: 0.7597, d2.loss_iou: 1.1335, d3.loss_cls: 1.9326, d3.loss_bbox: 0.7494, d3.loss_iou: 1.1222, d4.loss_cls: 1.9171, d4.loss_bbox: 0.7430, d4.loss_iou: 1.1154, loss: 23.1100, grad_norm: 15.5390 -2022-10-26 22:26:46,824 - mmdet - INFO - Epoch [40][100/1849] lr: 2.000e-04, eta: 0:46:25, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.9052, loss_bbox: 0.7394, loss_iou: 1.1075, d0.loss_cls: 2.0270, d0.loss_bbox: 0.7945, d0.loss_iou: 1.1749, d1.loss_cls: 1.9893, d1.loss_bbox: 0.7741, d1.loss_iou: 1.1514, d2.loss_cls: 1.9548, d2.loss_bbox: 0.7576, d2.loss_iou: 1.1276, d3.loss_cls: 1.9320, d3.loss_bbox: 0.7481, d3.loss_iou: 1.1169, d4.loss_cls: 1.9155, d4.loss_bbox: 0.7417, d4.loss_iou: 1.1104, loss: 23.0681, grad_norm: 16.2830 -2022-10-26 22:26:54,067 - mmdet - INFO - Epoch [40][150/1849] lr: 2.000e-04, eta: 0:46:18, time: 0.145, data_time: 0.005, memory: 4401, loss_cls: 1.9078, loss_bbox: 0.7455, loss_iou: 1.1151, d0.loss_cls: 2.0260, d0.loss_bbox: 0.7999, d0.loss_iou: 1.1823, d1.loss_cls: 1.9873, d1.loss_bbox: 0.7794, d1.loss_iou: 1.1572, d2.loss_cls: 1.9506, d2.loss_bbox: 0.7635, d2.loss_iou: 1.1347, d3.loss_cls: 1.9312, d3.loss_bbox: 0.7538, d3.loss_iou: 1.1238, d4.loss_cls: 1.9175, d4.loss_bbox: 0.7477, d4.loss_iou: 1.1175, loss: 23.1409, grad_norm: 16.7197 -2022-10-26 22:27:01,388 - mmdet - INFO - Epoch [40][200/1849] lr: 2.000e-04, eta: 0:46:12, time: 0.146, data_time: 0.005, memory: 4401, loss_cls: 1.8991, loss_bbox: 0.7420, loss_iou: 1.1101, d0.loss_cls: 2.0133, d0.loss_bbox: 0.7982, d0.loss_iou: 1.1794, d1.loss_cls: 1.9776, d1.loss_bbox: 0.7771, d1.loss_iou: 1.1531, d2.loss_cls: 1.9438, d2.loss_bbox: 0.7597, d2.loss_iou: 1.1302, d3.loss_cls: 1.9221, d3.loss_bbox: 0.7498, d3.loss_iou: 1.1192, d4.loss_cls: 1.9068, d4.loss_bbox: 0.7446, d4.loss_iou: 1.1126, loss: 23.0389, grad_norm: 13.7544 -2022-10-26 22:27:08,468 - mmdet - INFO - Epoch [40][250/1849] lr: 2.000e-04, eta: 0:46:05, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.9007, loss_bbox: 0.7433, loss_iou: 1.1151, d0.loss_cls: 2.0174, d0.loss_bbox: 0.7982, d0.loss_iou: 1.1830, d1.loss_cls: 1.9853, d1.loss_bbox: 0.7775, d1.loss_iou: 1.1583, d2.loss_cls: 1.9499, d2.loss_bbox: 0.7614, d2.loss_iou: 1.1352, d3.loss_cls: 1.9291, d3.loss_bbox: 0.7511, d3.loss_iou: 1.1239, d4.loss_cls: 1.9113, d4.loss_bbox: 0.7451, d4.loss_iou: 1.1172, loss: 23.1030, grad_norm: 16.2796 -2022-10-26 22:27:15,498 - mmdet - INFO - Epoch [40][300/1849] lr: 2.000e-04, eta: 0:45:58, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8906, loss_bbox: 0.7431, loss_iou: 1.1094, d0.loss_cls: 2.0074, d0.loss_bbox: 0.7998, d0.loss_iou: 1.1792, d1.loss_cls: 1.9712, d1.loss_bbox: 0.7787, d1.loss_iou: 1.1529, d2.loss_cls: 1.9362, d2.loss_bbox: 0.7623, d2.loss_iou: 1.1302, d3.loss_cls: 1.9156, d3.loss_bbox: 0.7521, d3.loss_iou: 1.1196, d4.loss_cls: 1.9005, d4.loss_bbox: 0.7457, d4.loss_iou: 1.1125, loss: 23.0070, grad_norm: 16.0730 -2022-10-26 22:27:22,465 - mmdet - INFO - Epoch [40][350/1849] lr: 2.000e-04, eta: 0:45:51, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9072, loss_bbox: 0.7408, loss_iou: 1.1117, d0.loss_cls: 2.0187, d0.loss_bbox: 0.7981, d0.loss_iou: 1.1810, d1.loss_cls: 1.9856, d1.loss_bbox: 0.7765, d1.loss_iou: 1.1554, d2.loss_cls: 1.9520, d2.loss_bbox: 0.7592, d2.loss_iou: 1.1322, d3.loss_cls: 1.9312, d3.loss_bbox: 0.7494, d3.loss_iou: 1.1216, d4.loss_cls: 1.9152, d4.loss_bbox: 0.7429, d4.loss_iou: 1.1145, loss: 23.0933, grad_norm: 16.2671 -2022-10-26 22:27:29,524 - mmdet - INFO - Epoch [40][400/1849] lr: 2.000e-04, eta: 0:45:44, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8949, loss_bbox: 0.7400, loss_iou: 1.1105, d0.loss_cls: 2.0100, d0.loss_bbox: 0.7956, d0.loss_iou: 1.1806, d1.loss_cls: 1.9751, d1.loss_bbox: 0.7765, d1.loss_iou: 1.1555, d2.loss_cls: 1.9440, d2.loss_bbox: 0.7577, d2.loss_iou: 1.1310, d3.loss_cls: 1.9184, d3.loss_bbox: 0.7481, d3.loss_iou: 1.1204, d4.loss_cls: 1.9041, d4.loss_bbox: 0.7417, d4.loss_iou: 1.1135, loss: 23.0176, grad_norm: 15.8969 -2022-10-26 22:27:36,494 - mmdet - INFO - Epoch [40][450/1849] lr: 2.000e-04, eta: 0:45:37, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9115, loss_bbox: 0.7420, loss_iou: 1.1141, d0.loss_cls: 2.0221, d0.loss_bbox: 0.7955, d0.loss_iou: 1.1810, d1.loss_cls: 1.9865, d1.loss_bbox: 0.7771, d1.loss_iou: 1.1567, d2.loss_cls: 1.9581, d2.loss_bbox: 0.7599, d2.loss_iou: 1.1342, d3.loss_cls: 1.9340, d3.loss_bbox: 0.7505, d3.loss_iou: 1.1245, d4.loss_cls: 1.9193, d4.loss_bbox: 0.7446, d4.loss_iou: 1.1169, loss: 23.1286, grad_norm: 15.9779 -2022-10-26 22:27:43,455 - mmdet - INFO - Epoch [40][500/1849] lr: 2.000e-04, eta: 0:45:31, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9064, loss_bbox: 0.7459, loss_iou: 1.1141, d0.loss_cls: 2.0222, d0.loss_bbox: 0.8009, d0.loss_iou: 1.1823, d1.loss_cls: 1.9883, d1.loss_bbox: 0.7817, d1.loss_iou: 1.1583, d2.loss_cls: 1.9526, d2.loss_bbox: 0.7640, d2.loss_iou: 1.1350, d3.loss_cls: 1.9326, d3.loss_bbox: 0.7543, d3.loss_iou: 1.1236, d4.loss_cls: 1.9151, d4.loss_bbox: 0.7481, d4.loss_iou: 1.1160, loss: 23.1417, grad_norm: 14.9764 -2022-10-26 22:27:50,398 - mmdet - INFO - Epoch [40][550/1849] lr: 2.000e-04, eta: 0:45:24, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9017, loss_bbox: 0.7378, loss_iou: 1.1110, d0.loss_cls: 2.0141, d0.loss_bbox: 0.7949, d0.loss_iou: 1.1798, d1.loss_cls: 1.9809, d1.loss_bbox: 0.7751, d1.loss_iou: 1.1563, d2.loss_cls: 1.9438, d2.loss_bbox: 0.7571, d2.loss_iou: 1.1309, d3.loss_cls: 1.9251, d3.loss_bbox: 0.7467, d3.loss_iou: 1.1207, d4.loss_cls: 1.9091, d4.loss_bbox: 0.7402, d4.loss_iou: 1.1143, loss: 23.0394, grad_norm: 16.8573 -2022-10-26 22:27:57,354 - mmdet - INFO - Epoch [40][600/1849] lr: 2.000e-04, eta: 0:45:17, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8882, loss_bbox: 0.7414, loss_iou: 1.1131, d0.loss_cls: 2.0043, d0.loss_bbox: 0.7975, d0.loss_iou: 1.1805, d1.loss_cls: 1.9693, d1.loss_bbox: 0.7771, d1.loss_iou: 1.1546, d2.loss_cls: 1.9342, d2.loss_bbox: 0.7605, d2.loss_iou: 1.1324, d3.loss_cls: 1.9120, d3.loss_bbox: 0.7501, d3.loss_iou: 1.1221, d4.loss_cls: 1.8968, d4.loss_bbox: 0.7436, d4.loss_iou: 1.1153, loss: 22.9929, grad_norm: 16.4699 -2022-10-26 22:28:04,175 - mmdet - INFO - Epoch [40][650/1849] lr: 2.000e-04, eta: 0:45:10, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9048, loss_bbox: 0.7401, loss_iou: 1.1112, d0.loss_cls: 2.0166, d0.loss_bbox: 0.7937, d0.loss_iou: 1.1785, d1.loss_cls: 1.9870, d1.loss_bbox: 0.7759, d1.loss_iou: 1.1539, d2.loss_cls: 1.9521, d2.loss_bbox: 0.7580, d2.loss_iou: 1.1304, d3.loss_cls: 1.9297, d3.loss_bbox: 0.7484, d3.loss_iou: 1.1205, d4.loss_cls: 1.9151, d4.loss_bbox: 0.7422, d4.loss_iou: 1.1138, loss: 23.0720, grad_norm: 15.9054 -2022-10-26 22:28:10,997 - mmdet - INFO - Epoch [40][700/1849] lr: 2.000e-04, eta: 0:45:03, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9170, loss_bbox: 0.7432, loss_iou: 1.1153, d0.loss_cls: 2.0282, d0.loss_bbox: 0.7987, d0.loss_iou: 1.1830, d1.loss_cls: 1.9925, d1.loss_bbox: 0.7791, d1.loss_iou: 1.1584, d2.loss_cls: 1.9597, d2.loss_bbox: 0.7622, d2.loss_iou: 1.1364, d3.loss_cls: 1.9418, d3.loss_bbox: 0.7515, d3.loss_iou: 1.1255, d4.loss_cls: 1.9254, d4.loss_bbox: 0.7461, d4.loss_iou: 1.1178, loss: 23.1818, grad_norm: 16.3228 -2022-10-26 22:28:17,961 - mmdet - INFO - Epoch [40][750/1849] lr: 2.000e-04, eta: 0:44:56, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9020, loss_bbox: 0.7413, loss_iou: 1.1178, d0.loss_cls: 2.0142, d0.loss_bbox: 0.7977, d0.loss_iou: 1.1861, d1.loss_cls: 1.9806, d1.loss_bbox: 0.7774, d1.loss_iou: 1.1605, d2.loss_cls: 1.9459, d2.loss_bbox: 0.7602, d2.loss_iou: 1.1375, d3.loss_cls: 1.9259, d3.loss_bbox: 0.7499, d3.loss_iou: 1.1271, d4.loss_cls: 1.9108, d4.loss_bbox: 0.7433, d4.loss_iou: 1.1201, loss: 23.0981, grad_norm: 15.3044 -2022-10-26 22:28:24,777 - mmdet - INFO - Epoch [40][800/1849] lr: 2.000e-04, eta: 0:44:49, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.8969, loss_bbox: 0.7360, loss_iou: 1.1077, d0.loss_cls: 2.0097, d0.loss_bbox: 0.7920, d0.loss_iou: 1.1791, d1.loss_cls: 1.9774, d1.loss_bbox: 0.7725, d1.loss_iou: 1.1517, d2.loss_cls: 1.9445, d2.loss_bbox: 0.7549, d2.loss_iou: 1.1288, d3.loss_cls: 1.9223, d3.loss_bbox: 0.7438, d3.loss_iou: 1.1181, d4.loss_cls: 1.9064, d4.loss_bbox: 0.7382, d4.loss_iou: 1.1107, loss: 22.9907, grad_norm: 15.5903 -2022-10-26 22:28:31,507 - mmdet - INFO - Epoch [40][850/1849] lr: 2.000e-04, eta: 0:44:42, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.8961, loss_bbox: 0.7395, loss_iou: 1.1129, d0.loss_cls: 2.0118, d0.loss_bbox: 0.7954, d0.loss_iou: 1.1819, d1.loss_cls: 1.9777, d1.loss_bbox: 0.7753, d1.loss_iou: 1.1566, d2.loss_cls: 1.9438, d2.loss_bbox: 0.7582, d2.loss_iou: 1.1347, d3.loss_cls: 1.9194, d3.loss_bbox: 0.7483, d3.loss_iou: 1.1239, d4.loss_cls: 1.9057, d4.loss_bbox: 0.7418, d4.loss_iou: 1.1166, loss: 23.0395, grad_norm: 15.9080 -2022-10-26 22:28:38,416 - mmdet - INFO - Epoch [40][900/1849] lr: 2.000e-04, eta: 0:44:35, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9126, loss_bbox: 0.7446, loss_iou: 1.1108, d0.loss_cls: 2.0255, d0.loss_bbox: 0.8001, d0.loss_iou: 1.1790, d1.loss_cls: 1.9913, d1.loss_bbox: 0.7803, d1.loss_iou: 1.1537, d2.loss_cls: 1.9547, d2.loss_bbox: 0.7641, d2.loss_iou: 1.1315, d3.loss_cls: 1.9342, d3.loss_bbox: 0.7535, d3.loss_iou: 1.1206, d4.loss_cls: 1.9206, d4.loss_bbox: 0.7473, d4.loss_iou: 1.1137, loss: 23.1381, grad_norm: 15.5468 -2022-10-26 22:28:45,472 - mmdet - INFO - Epoch [40][950/1849] lr: 2.000e-04, eta: 0:44:29, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9102, loss_bbox: 0.7413, loss_iou: 1.1151, d0.loss_cls: 2.0203, d0.loss_bbox: 0.7948, d0.loss_iou: 1.1818, d1.loss_cls: 1.9857, d1.loss_bbox: 0.7767, d1.loss_iou: 1.1581, d2.loss_cls: 1.9543, d2.loss_bbox: 0.7600, d2.loss_iou: 1.1351, d3.loss_cls: 1.9348, d3.loss_bbox: 0.7498, d3.loss_iou: 1.1242, d4.loss_cls: 1.9185, d4.loss_bbox: 0.7432, d4.loss_iou: 1.1177, loss: 23.1214, grad_norm: 15.4896 -2022-10-26 22:28:52,546 - mmdet - INFO - Epoch [40][1000/1849] lr: 2.000e-04, eta: 0:44:22, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.9014, loss_bbox: 0.7412, loss_iou: 1.1075, d0.loss_cls: 2.0169, d0.loss_bbox: 0.7959, d0.loss_iou: 1.1766, d1.loss_cls: 1.9809, d1.loss_bbox: 0.7767, d1.loss_iou: 1.1508, d2.loss_cls: 1.9480, d2.loss_bbox: 0.7602, d2.loss_iou: 1.1282, d3.loss_cls: 1.9253, d3.loss_bbox: 0.7501, d3.loss_iou: 1.1168, d4.loss_cls: 1.9109, d4.loss_bbox: 0.7438, d4.loss_iou: 1.1097, loss: 23.0411, grad_norm: 17.0137 -2022-10-26 22:28:59,375 - mmdet - INFO - Epoch [40][1050/1849] lr: 2.000e-04, eta: 0:44:15, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9116, loss_bbox: 0.7480, loss_iou: 1.1181, d0.loss_cls: 2.0238, d0.loss_bbox: 0.8038, d0.loss_iou: 1.1854, d1.loss_cls: 1.9904, d1.loss_bbox: 0.7837, d1.loss_iou: 1.1604, d2.loss_cls: 1.9529, d2.loss_bbox: 0.7682, d2.loss_iou: 1.1386, d3.loss_cls: 1.9338, d3.loss_bbox: 0.7572, d3.loss_iou: 1.1283, d4.loss_cls: 1.9201, d4.loss_bbox: 0.7504, d4.loss_iou: 1.1206, loss: 23.1953, grad_norm: 14.6797 -2022-10-26 22:29:06,253 - mmdet - INFO - Epoch [40][1100/1849] lr: 2.000e-04, eta: 0:44:08, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8949, loss_bbox: 0.7407, loss_iou: 1.1105, d0.loss_cls: 2.0051, d0.loss_bbox: 0.7942, d0.loss_iou: 1.1784, d1.loss_cls: 1.9724, d1.loss_bbox: 0.7748, d1.loss_iou: 1.1532, d2.loss_cls: 1.9405, d2.loss_bbox: 0.7581, d2.loss_iou: 1.1296, d3.loss_cls: 1.9200, d3.loss_bbox: 0.7479, d3.loss_iou: 1.1199, d4.loss_cls: 1.9032, d4.loss_bbox: 0.7425, d4.loss_iou: 1.1132, loss: 22.9991, grad_norm: 15.4300 -2022-10-26 22:29:13,278 - mmdet - INFO - Epoch [40][1150/1849] lr: 2.000e-04, eta: 0:44:01, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.9119, loss_bbox: 0.7400, loss_iou: 1.1103, d0.loss_cls: 2.0237, d0.loss_bbox: 0.7937, d0.loss_iou: 1.1778, d1.loss_cls: 1.9893, d1.loss_bbox: 0.7756, d1.loss_iou: 1.1535, d2.loss_cls: 1.9572, d2.loss_bbox: 0.7584, d2.loss_iou: 1.1306, d3.loss_cls: 1.9350, d3.loss_bbox: 0.7486, d3.loss_iou: 1.1199, d4.loss_cls: 1.9203, d4.loss_bbox: 0.7420, d4.loss_iou: 1.1133, loss: 23.1011, grad_norm: 15.1994 -2022-10-26 22:29:20,152 - mmdet - INFO - Epoch [40][1200/1849] lr: 2.000e-04, eta: 0:43:54, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9019, loss_bbox: 0.7402, loss_iou: 1.1138, d0.loss_cls: 2.0169, d0.loss_bbox: 0.7965, d0.loss_iou: 1.1819, d1.loss_cls: 1.9818, d1.loss_bbox: 0.7774, d1.loss_iou: 1.1575, d2.loss_cls: 1.9505, d2.loss_bbox: 0.7603, d2.loss_iou: 1.1332, d3.loss_cls: 1.9282, d3.loss_bbox: 0.7500, d3.loss_iou: 1.1220, d4.loss_cls: 1.9126, d4.loss_bbox: 0.7429, d4.loss_iou: 1.1157, loss: 23.0833, grad_norm: 15.3078 -2022-10-26 22:29:26,975 - mmdet - INFO - Epoch [40][1250/1849] lr: 2.000e-04, eta: 0:43:47, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.8951, loss_bbox: 0.7389, loss_iou: 1.1119, d0.loss_cls: 2.0059, d0.loss_bbox: 0.7957, d0.loss_iou: 1.1784, d1.loss_cls: 1.9716, d1.loss_bbox: 0.7754, d1.loss_iou: 1.1553, d2.loss_cls: 1.9379, d2.loss_bbox: 0.7579, d2.loss_iou: 1.1321, d3.loss_cls: 1.9206, d3.loss_bbox: 0.7475, d3.loss_iou: 1.1223, d4.loss_cls: 1.9041, d4.loss_bbox: 0.7411, d4.loss_iou: 1.1150, loss: 23.0069, grad_norm: 16.0060 -2022-10-26 22:29:33,908 - mmdet - INFO - Epoch [40][1300/1849] lr: 2.000e-04, eta: 0:43:41, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9130, loss_bbox: 0.7401, loss_iou: 1.1100, d0.loss_cls: 2.0242, d0.loss_bbox: 0.7959, d0.loss_iou: 1.1786, d1.loss_cls: 1.9900, d1.loss_bbox: 0.7748, d1.loss_iou: 1.1529, d2.loss_cls: 1.9588, d2.loss_bbox: 0.7588, d2.loss_iou: 1.1300, d3.loss_cls: 1.9363, d3.loss_bbox: 0.7487, d3.loss_iou: 1.1189, d4.loss_cls: 1.9210, d4.loss_bbox: 0.7425, d4.loss_iou: 1.1130, loss: 23.1076, grad_norm: 14.7421 -2022-10-26 22:29:40,763 - mmdet - INFO - Epoch [40][1350/1849] lr: 2.000e-04, eta: 0:43:34, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.9127, loss_bbox: 0.7411, loss_iou: 1.1086, d0.loss_cls: 2.0288, d0.loss_bbox: 0.7991, d0.loss_iou: 1.1776, d1.loss_cls: 1.9918, d1.loss_bbox: 0.7779, d1.loss_iou: 1.1523, d2.loss_cls: 1.9588, d2.loss_bbox: 0.7605, d2.loss_iou: 1.1289, d3.loss_cls: 1.9376, d3.loss_bbox: 0.7502, d3.loss_iou: 1.1182, d4.loss_cls: 1.9229, d4.loss_bbox: 0.7433, d4.loss_iou: 1.1110, loss: 23.1213, grad_norm: 16.8862 -2022-10-26 22:29:47,816 - mmdet - INFO - Epoch [40][1400/1849] lr: 2.000e-04, eta: 0:43:27, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9064, loss_bbox: 0.7428, loss_iou: 1.1171, d0.loss_cls: 2.0176, d0.loss_bbox: 0.7994, d0.loss_iou: 1.1851, d1.loss_cls: 1.9825, d1.loss_bbox: 0.7790, d1.loss_iou: 1.1612, d2.loss_cls: 1.9516, d2.loss_bbox: 0.7614, d2.loss_iou: 1.1370, d3.loss_cls: 1.9310, d3.loss_bbox: 0.7513, d3.loss_iou: 1.1266, d4.loss_cls: 1.9144, d4.loss_bbox: 0.7456, d4.loss_iou: 1.1198, loss: 23.1299, grad_norm: 14.9590 -2022-10-26 22:29:55,008 - mmdet - INFO - Epoch [40][1450/1849] lr: 2.000e-04, eta: 0:43:20, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.9092, loss_bbox: 0.7428, loss_iou: 1.1140, d0.loss_cls: 2.0204, d0.loss_bbox: 0.7978, d0.loss_iou: 1.1807, d1.loss_cls: 1.9876, d1.loss_bbox: 0.7785, d1.loss_iou: 1.1561, d2.loss_cls: 1.9516, d2.loss_bbox: 0.7624, d2.loss_iou: 1.1338, d3.loss_cls: 1.9303, d3.loss_bbox: 0.7520, d3.loss_iou: 1.1232, d4.loss_cls: 1.9180, d4.loss_bbox: 0.7451, d4.loss_iou: 1.1169, loss: 23.1201, grad_norm: 16.1290 -2022-10-26 22:30:02,085 - mmdet - INFO - Epoch [40][1500/1849] lr: 2.000e-04, eta: 0:43:13, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.9105, loss_bbox: 0.7419, loss_iou: 1.1124, d0.loss_cls: 2.0245, d0.loss_bbox: 0.7962, d0.loss_iou: 1.1809, d1.loss_cls: 1.9877, d1.loss_bbox: 0.7762, d1.loss_iou: 1.1553, d2.loss_cls: 1.9537, d2.loss_bbox: 0.7601, d2.loss_iou: 1.1329, d3.loss_cls: 1.9327, d3.loss_bbox: 0.7498, d3.loss_iou: 1.1221, d4.loss_cls: 1.9196, d4.loss_bbox: 0.7439, d4.loss_iou: 1.1151, loss: 23.1156, grad_norm: 15.8700 -2022-10-26 22:30:09,199 - mmdet - INFO - Epoch [40][1550/1849] lr: 2.000e-04, eta: 0:43:06, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.9125, loss_bbox: 0.7430, loss_iou: 1.1144, d0.loss_cls: 2.0227, d0.loss_bbox: 0.7996, d0.loss_iou: 1.1836, d1.loss_cls: 1.9936, d1.loss_bbox: 0.7794, d1.loss_iou: 1.1580, d2.loss_cls: 1.9594, d2.loss_bbox: 0.7612, d2.loss_iou: 1.1347, d3.loss_cls: 1.9380, d3.loss_bbox: 0.7513, d3.loss_iou: 1.1243, d4.loss_cls: 1.9233, d4.loss_bbox: 0.7452, d4.loss_iou: 1.1172, loss: 23.1614, grad_norm: 15.4802 -2022-10-26 22:30:16,107 - mmdet - INFO - Epoch [40][1600/1849] lr: 2.000e-04, eta: 0:42:59, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.9033, loss_bbox: 0.7413, loss_iou: 1.1104, d0.loss_cls: 2.0134, d0.loss_bbox: 0.7978, d0.loss_iou: 1.1796, d1.loss_cls: 1.9840, d1.loss_bbox: 0.7764, d1.loss_iou: 1.1540, d2.loss_cls: 1.9499, d2.loss_bbox: 0.7601, d2.loss_iou: 1.1310, d3.loss_cls: 1.9273, d3.loss_bbox: 0.7496, d3.loss_iou: 1.1205, d4.loss_cls: 1.9106, d4.loss_bbox: 0.7442, d4.loss_iou: 1.1132, loss: 23.0664, grad_norm: 14.4441 -2022-10-26 22:30:23,065 - mmdet - INFO - Epoch [40][1650/1849] lr: 2.000e-04, eta: 0:42:53, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.9180, loss_bbox: 0.7433, loss_iou: 1.1147, d0.loss_cls: 2.0259, d0.loss_bbox: 0.7976, d0.loss_iou: 1.1817, d1.loss_cls: 1.9956, d1.loss_bbox: 0.7777, d1.loss_iou: 1.1578, d2.loss_cls: 1.9624, d2.loss_bbox: 0.7601, d2.loss_iou: 1.1347, d3.loss_cls: 1.9418, d3.loss_bbox: 0.7509, d3.loss_iou: 1.1241, d4.loss_cls: 1.9282, d4.loss_bbox: 0.7449, d4.loss_iou: 1.1172, loss: 23.1767, grad_norm: 14.9094 -2022-10-26 22:30:29,970 - mmdet - INFO - Epoch [40][1700/1849] lr: 2.000e-04, eta: 0:42:46, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.9207, loss_bbox: 0.7407, loss_iou: 1.1089, d0.loss_cls: 2.0294, d0.loss_bbox: 0.7964, d0.loss_iou: 1.1785, d1.loss_cls: 1.9946, d1.loss_bbox: 0.7760, d1.loss_iou: 1.1532, d2.loss_cls: 1.9621, d2.loss_bbox: 0.7593, d2.loss_iou: 1.1295, d3.loss_cls: 1.9437, d3.loss_bbox: 0.7490, d3.loss_iou: 1.1189, d4.loss_cls: 1.9291, d4.loss_bbox: 0.7427, d4.loss_iou: 1.1116, loss: 23.1443, grad_norm: 18.0995 -2022-10-26 22:30:36,780 - mmdet - INFO - Epoch [40][1750/1849] lr: 2.000e-04, eta: 0:42:39, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9123, loss_bbox: 0.7399, loss_iou: 1.1051, d0.loss_cls: 2.0240, d0.loss_bbox: 0.7966, d0.loss_iou: 1.1760, d1.loss_cls: 1.9857, d1.loss_bbox: 0.7743, d1.loss_iou: 1.1485, d2.loss_cls: 1.9520, d2.loss_bbox: 0.7589, d2.loss_iou: 1.1252, d3.loss_cls: 1.9328, d3.loss_bbox: 0.7481, d3.loss_iou: 1.1149, d4.loss_cls: 1.9202, d4.loss_bbox: 0.7417, d4.loss_iou: 1.1084, loss: 23.0644, grad_norm: 15.0388 -2022-10-26 22:30:43,584 - mmdet - INFO - Epoch [40][1800/1849] lr: 2.000e-04, eta: 0:42:32, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.9061, loss_bbox: 0.7391, loss_iou: 1.1062, d0.loss_cls: 2.0175, d0.loss_bbox: 0.7969, d0.loss_iou: 1.1750, d1.loss_cls: 1.9836, d1.loss_bbox: 0.7768, d1.loss_iou: 1.1503, d2.loss_cls: 1.9509, d2.loss_bbox: 0.7590, d2.loss_iou: 1.1264, d3.loss_cls: 1.9301, d3.loss_bbox: 0.7475, d3.loss_iou: 1.1156, d4.loss_cls: 1.9148, d4.loss_bbox: 0.7411, d4.loss_iou: 1.1084, loss: 23.0454, grad_norm: 15.8303 -2022-10-26 22:30:50,505 - mmdet - INFO - Saving checkpoint at 40 epochs -2022-10-26 22:31:01,285 - mmdet - INFO - Epoch [41][50/1849] lr: 2.000e-05, eta: 0:42:17, time: 0.203, data_time: 0.063, memory: 4401, loss_cls: 1.8765, loss_bbox: 0.7347, loss_iou: 1.1074, d0.loss_cls: 1.9893, d0.loss_bbox: 0.7920, d0.loss_iou: 1.1803, d1.loss_cls: 1.9582, d1.loss_bbox: 0.7728, d1.loss_iou: 1.1513, d2.loss_cls: 1.9220, d2.loss_bbox: 0.7541, d2.loss_iou: 1.1288, d3.loss_cls: 1.9014, d3.loss_bbox: 0.7439, d3.loss_iou: 1.1166, d4.loss_cls: 1.8864, d4.loss_bbox: 0.7371, d4.loss_iou: 1.1106, loss: 22.8634, grad_norm: 13.2283 -2022-10-26 22:31:08,480 - mmdet - INFO - Epoch [41][100/1849] lr: 2.000e-05, eta: 0:42:11, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.8623, loss_bbox: 0.7339, loss_iou: 1.1032, d0.loss_cls: 1.9863, d0.loss_bbox: 0.7913, d0.loss_iou: 1.1746, d1.loss_cls: 1.9452, d1.loss_bbox: 0.7717, d1.loss_iou: 1.1484, d2.loss_cls: 1.9101, d2.loss_bbox: 0.7537, d2.loss_iou: 1.1244, d3.loss_cls: 1.8882, d3.loss_bbox: 0.7426, d3.loss_iou: 1.1128, d4.loss_cls: 1.8721, d4.loss_bbox: 0.7360, d4.loss_iou: 1.1062, loss: 22.7630, grad_norm: 10.6484 -2022-10-26 22:31:15,563 - mmdet - INFO - Epoch [41][150/1849] lr: 2.000e-05, eta: 0:42:04, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.8693, loss_bbox: 0.7247, loss_iou: 1.0937, d0.loss_cls: 1.9855, d0.loss_bbox: 0.7826, d0.loss_iou: 1.1649, d1.loss_cls: 1.9504, d1.loss_bbox: 0.7614, d1.loss_iou: 1.1384, d2.loss_cls: 1.9143, d2.loss_bbox: 0.7438, d2.loss_iou: 1.1150, d3.loss_cls: 1.8919, d3.loss_bbox: 0.7330, d3.loss_iou: 1.1043, d4.loss_cls: 1.8783, d4.loss_bbox: 0.7268, d4.loss_iou: 1.0973, loss: 22.6754, grad_norm: 13.1310 -2022-10-26 22:31:22,536 - mmdet - INFO - Epoch [41][200/1849] lr: 2.000e-05, eta: 0:41:57, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8775, loss_bbox: 0.7340, loss_iou: 1.1041, d0.loss_cls: 1.9975, d0.loss_bbox: 0.7911, d0.loss_iou: 1.1755, d1.loss_cls: 1.9632, d1.loss_bbox: 0.7708, d1.loss_iou: 1.1483, d2.loss_cls: 1.9261, d2.loss_bbox: 0.7539, d2.loss_iou: 1.1253, d3.loss_cls: 1.9035, d3.loss_bbox: 0.7427, d3.loss_iou: 1.1139, d4.loss_cls: 1.8877, d4.loss_bbox: 0.7362, d4.loss_iou: 1.1073, loss: 22.8586, grad_norm: 10.9116 -2022-10-26 22:31:29,367 - mmdet - INFO - Epoch [41][250/1849] lr: 2.000e-05, eta: 0:41:50, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.8612, loss_bbox: 0.7286, loss_iou: 1.0994, d0.loss_cls: 1.9815, d0.loss_bbox: 0.7858, d0.loss_iou: 1.1705, d1.loss_cls: 1.9465, d1.loss_bbox: 0.7662, d1.loss_iou: 1.1443, d2.loss_cls: 1.9120, d2.loss_bbox: 0.7480, d2.loss_iou: 1.1210, d3.loss_cls: 1.8883, d3.loss_bbox: 0.7378, d3.loss_iou: 1.1096, d4.loss_cls: 1.8722, d4.loss_bbox: 0.7310, d4.loss_iou: 1.1027, loss: 22.7067, grad_norm: 13.9976 -2022-10-26 22:31:36,337 - mmdet - INFO - Epoch [41][300/1849] lr: 2.000e-05, eta: 0:41:43, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8656, loss_bbox: 0.7280, loss_iou: 1.1013, d0.loss_cls: 1.9847, d0.loss_bbox: 0.7851, d0.loss_iou: 1.1715, d1.loss_cls: 1.9488, d1.loss_bbox: 0.7634, d1.loss_iou: 1.1446, d2.loss_cls: 1.9131, d2.loss_bbox: 0.7461, d2.loss_iou: 1.1217, d3.loss_cls: 1.8908, d3.loss_bbox: 0.7363, d3.loss_iou: 1.1115, d4.loss_cls: 1.8756, d4.loss_bbox: 0.7305, d4.loss_iou: 1.1045, loss: 22.7232, grad_norm: 11.2549 -2022-10-26 22:31:43,315 - mmdet - INFO - Epoch [41][350/1849] lr: 2.000e-05, eta: 0:41:36, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.8549, loss_bbox: 0.7252, loss_iou: 1.0917, d0.loss_cls: 1.9730, d0.loss_bbox: 0.7830, d0.loss_iou: 1.1636, d1.loss_cls: 1.9379, d1.loss_bbox: 0.7631, d1.loss_iou: 1.1359, d2.loss_cls: 1.9050, d2.loss_bbox: 0.7447, d2.loss_iou: 1.1125, d3.loss_cls: 1.8788, d3.loss_bbox: 0.7343, d3.loss_iou: 1.1021, d4.loss_cls: 1.8640, d4.loss_bbox: 0.7278, d4.loss_iou: 1.0949, loss: 22.5921, grad_norm: 12.2689 -2022-10-26 22:31:50,269 - mmdet - INFO - Epoch [41][400/1849] lr: 2.000e-05, eta: 0:41:29, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8582, loss_bbox: 0.7248, loss_iou: 1.0983, d0.loss_cls: 1.9794, d0.loss_bbox: 0.7825, d0.loss_iou: 1.1715, d1.loss_cls: 1.9421, d1.loss_bbox: 0.7623, d1.loss_iou: 1.1437, d2.loss_cls: 1.9063, d2.loss_bbox: 0.7442, d2.loss_iou: 1.1207, d3.loss_cls: 1.8821, d3.loss_bbox: 0.7327, d3.loss_iou: 1.1086, d4.loss_cls: 1.8673, d4.loss_bbox: 0.7265, d4.loss_iou: 1.1015, loss: 22.6527, grad_norm: 11.1193 -2022-10-26 22:31:57,164 - mmdet - INFO - Epoch [41][450/1849] lr: 2.000e-05, eta: 0:41:23, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8569, loss_bbox: 0.7297, loss_iou: 1.0976, d0.loss_cls: 1.9766, d0.loss_bbox: 0.7864, d0.loss_iou: 1.1689, d1.loss_cls: 1.9424, d1.loss_bbox: 0.7664, d1.loss_iou: 1.1423, d2.loss_cls: 1.9052, d2.loss_bbox: 0.7485, d2.loss_iou: 1.1186, d3.loss_cls: 1.8801, d3.loss_bbox: 0.7378, d3.loss_iou: 1.1084, d4.loss_cls: 1.8669, d4.loss_bbox: 0.7318, d4.loss_iou: 1.1010, loss: 22.6658, grad_norm: 11.0504 -2022-10-26 22:32:04,268 - mmdet - INFO - Epoch [41][500/1849] lr: 2.000e-05, eta: 0:41:16, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8345, loss_bbox: 0.7263, loss_iou: 1.0956, d0.loss_cls: 1.9546, d0.loss_bbox: 0.7834, d0.loss_iou: 1.1665, d1.loss_cls: 1.9173, d1.loss_bbox: 0.7640, d1.loss_iou: 1.1402, d2.loss_cls: 1.8850, d2.loss_bbox: 0.7461, d2.loss_iou: 1.1164, d3.loss_cls: 1.8621, d3.loss_bbox: 0.7344, d3.loss_iou: 1.1052, d4.loss_cls: 1.8437, d4.loss_bbox: 0.7284, d4.loss_iou: 1.0985, loss: 22.5023, grad_norm: 11.2061 -2022-10-26 22:32:11,299 - mmdet - INFO - Epoch [41][550/1849] lr: 2.000e-05, eta: 0:41:09, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.8596, loss_bbox: 0.7260, loss_iou: 1.0961, d0.loss_cls: 1.9774, d0.loss_bbox: 0.7834, d0.loss_iou: 1.1690, d1.loss_cls: 1.9417, d1.loss_bbox: 0.7625, d1.loss_iou: 1.1412, d2.loss_cls: 1.9097, d2.loss_bbox: 0.7453, d2.loss_iou: 1.1174, d3.loss_cls: 1.8854, d3.loss_bbox: 0.7347, d3.loss_iou: 1.1057, d4.loss_cls: 1.8687, d4.loss_bbox: 0.7285, d4.loss_iou: 1.0994, loss: 22.6517, grad_norm: 11.6381 -2022-10-26 22:32:18,178 - mmdet - INFO - Epoch [41][600/1849] lr: 2.000e-05, eta: 0:41:02, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8429, loss_bbox: 0.7231, loss_iou: 1.0865, d0.loss_cls: 1.9626, d0.loss_bbox: 0.7822, d0.loss_iou: 1.1590, d1.loss_cls: 1.9299, d1.loss_bbox: 0.7605, d1.loss_iou: 1.1321, d2.loss_cls: 1.8939, d2.loss_bbox: 0.7429, d2.loss_iou: 1.1078, d3.loss_cls: 1.8697, d3.loss_bbox: 0.7318, d3.loss_iou: 1.0967, d4.loss_cls: 1.8535, d4.loss_bbox: 0.7254, d4.loss_iou: 1.0894, loss: 22.4896, grad_norm: 12.7520 -2022-10-26 22:32:25,163 - mmdet - INFO - Epoch [41][650/1849] lr: 2.000e-05, eta: 0:40:55, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8430, loss_bbox: 0.7278, loss_iou: 1.0968, d0.loss_cls: 1.9637, d0.loss_bbox: 0.7846, d0.loss_iou: 1.1690, d1.loss_cls: 1.9259, d1.loss_bbox: 0.7644, d1.loss_iou: 1.1419, d2.loss_cls: 1.8904, d2.loss_bbox: 0.7464, d2.loss_iou: 1.1184, d3.loss_cls: 1.8706, d3.loss_bbox: 0.7366, d3.loss_iou: 1.1065, d4.loss_cls: 1.8545, d4.loss_bbox: 0.7301, d4.loss_iou: 1.0997, loss: 22.5705, grad_norm: 11.3759 -2022-10-26 22:32:32,117 - mmdet - INFO - Epoch [41][700/1849] lr: 2.000e-05, eta: 0:40:48, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8424, loss_bbox: 0.7246, loss_iou: 1.0924, d0.loss_cls: 1.9608, d0.loss_bbox: 0.7814, d0.loss_iou: 1.1649, d1.loss_cls: 1.9270, d1.loss_bbox: 0.7625, d1.loss_iou: 1.1371, d2.loss_cls: 1.8917, d2.loss_bbox: 0.7437, d2.loss_iou: 1.1137, d3.loss_cls: 1.8678, d3.loss_bbox: 0.7338, d3.loss_iou: 1.1022, d4.loss_cls: 1.8523, d4.loss_bbox: 0.7275, d4.loss_iou: 1.0956, loss: 22.5214, grad_norm: 13.2016 -2022-10-26 22:32:39,027 - mmdet - INFO - Epoch [41][750/1849] lr: 2.000e-05, eta: 0:40:41, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8416, loss_bbox: 0.7248, loss_iou: 1.0956, d0.loss_cls: 1.9641, d0.loss_bbox: 0.7821, d0.loss_iou: 1.1667, d1.loss_cls: 1.9290, d1.loss_bbox: 0.7625, d1.loss_iou: 1.1398, d2.loss_cls: 1.8921, d2.loss_bbox: 0.7444, d2.loss_iou: 1.1165, d3.loss_cls: 1.8683, d3.loss_bbox: 0.7332, d3.loss_iou: 1.1056, d4.loss_cls: 1.8508, d4.loss_bbox: 0.7275, d4.loss_iou: 1.0988, loss: 22.5436, grad_norm: 10.8428 -2022-10-26 22:32:46,082 - mmdet - INFO - Epoch [41][800/1849] lr: 2.000e-05, eta: 0:40:35, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.8392, loss_bbox: 0.7255, loss_iou: 1.0992, d0.loss_cls: 1.9611, d0.loss_bbox: 0.7823, d0.loss_iou: 1.1699, d1.loss_cls: 1.9219, d1.loss_bbox: 0.7621, d1.loss_iou: 1.1438, d2.loss_cls: 1.8877, d2.loss_bbox: 0.7447, d2.loss_iou: 1.1202, d3.loss_cls: 1.8663, d3.loss_bbox: 0.7345, d3.loss_iou: 1.1089, d4.loss_cls: 1.8493, d4.loss_bbox: 0.7278, d4.loss_iou: 1.1022, loss: 22.5469, grad_norm: 11.7105 -2022-10-26 22:32:53,120 - mmdet - INFO - Epoch [41][850/1849] lr: 2.000e-05, eta: 0:40:28, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.8490, loss_bbox: 0.7249, loss_iou: 1.0959, d0.loss_cls: 1.9738, d0.loss_bbox: 0.7843, d0.loss_iou: 1.1691, d1.loss_cls: 1.9362, d1.loss_bbox: 0.7621, d1.loss_iou: 1.1416, d2.loss_cls: 1.9009, d2.loss_bbox: 0.7445, d2.loss_iou: 1.1167, d3.loss_cls: 1.8755, d3.loss_bbox: 0.7332, d3.loss_iou: 1.1063, d4.loss_cls: 1.8599, d4.loss_bbox: 0.7270, d4.loss_iou: 1.0996, loss: 22.6006, grad_norm: 11.7970 -2022-10-26 22:33:00,145 - mmdet - INFO - Epoch [41][900/1849] lr: 2.000e-05, eta: 0:40:21, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.8522, loss_bbox: 0.7255, loss_iou: 1.0985, d0.loss_cls: 1.9731, d0.loss_bbox: 0.7836, d0.loss_iou: 1.1683, d1.loss_cls: 1.9353, d1.loss_bbox: 0.7634, d1.loss_iou: 1.1416, d2.loss_cls: 1.8996, d2.loss_bbox: 0.7460, d2.loss_iou: 1.1182, d3.loss_cls: 1.8767, d3.loss_bbox: 0.7343, d3.loss_iou: 1.1077, d4.loss_cls: 1.8618, d4.loss_bbox: 0.7277, d4.loss_iou: 1.1016, loss: 22.6149, grad_norm: 10.9362 -2022-10-26 22:33:07,161 - mmdet - INFO - Epoch [41][950/1849] lr: 2.000e-05, eta: 0:40:14, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8622, loss_bbox: 0.7234, loss_iou: 1.0915, d0.loss_cls: 1.9863, d0.loss_bbox: 0.7814, d0.loss_iou: 1.1642, d1.loss_cls: 1.9480, d1.loss_bbox: 0.7598, d1.loss_iou: 1.1359, d2.loss_cls: 1.9097, d2.loss_bbox: 0.7423, d2.loss_iou: 1.1129, d3.loss_cls: 1.8871, d3.loss_bbox: 0.7322, d3.loss_iou: 1.1016, d4.loss_cls: 1.8710, d4.loss_bbox: 0.7257, d4.loss_iou: 1.0948, loss: 22.6302, grad_norm: 10.8033 -2022-10-26 22:33:14,175 - mmdet - INFO - Epoch [41][1000/1849] lr: 2.000e-05, eta: 0:40:07, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8514, loss_bbox: 0.7256, loss_iou: 1.0918, d0.loss_cls: 1.9774, d0.loss_bbox: 0.7843, d0.loss_iou: 1.1643, d1.loss_cls: 1.9401, d1.loss_bbox: 0.7630, d1.loss_iou: 1.1380, d2.loss_cls: 1.9009, d2.loss_bbox: 0.7455, d2.loss_iou: 1.1138, d3.loss_cls: 1.8766, d3.loss_bbox: 0.7347, d3.loss_iou: 1.1021, d4.loss_cls: 1.8615, d4.loss_bbox: 0.7285, d4.loss_iou: 1.0951, loss: 22.5947, grad_norm: 11.3845 -2022-10-26 22:33:20,989 - mmdet - INFO - Epoch [41][1050/1849] lr: 2.000e-05, eta: 0:40:00, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.8442, loss_bbox: 0.7220, loss_iou: 1.0880, d0.loss_cls: 1.9669, d0.loss_bbox: 0.7795, d0.loss_iou: 1.1606, d1.loss_cls: 1.9298, d1.loss_bbox: 0.7577, d1.loss_iou: 1.1330, d2.loss_cls: 1.8938, d2.loss_bbox: 0.7413, d2.loss_iou: 1.1099, d3.loss_cls: 1.8699, d3.loss_bbox: 0.7307, d3.loss_iou: 1.0984, d4.loss_cls: 1.8552, d4.loss_bbox: 0.7240, d4.loss_iou: 1.0911, loss: 22.4962, grad_norm: 11.4738 -2022-10-26 22:33:27,720 - mmdet - INFO - Epoch [41][1100/1849] lr: 2.000e-05, eta: 0:39:53, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.8466, loss_bbox: 0.7244, loss_iou: 1.0906, d0.loss_cls: 1.9630, d0.loss_bbox: 0.7821, d0.loss_iou: 1.1625, d1.loss_cls: 1.9288, d1.loss_bbox: 0.7608, d1.loss_iou: 1.1357, d2.loss_cls: 1.8958, d2.loss_bbox: 0.7441, d2.loss_iou: 1.1118, d3.loss_cls: 1.8717, d3.loss_bbox: 0.7338, d3.loss_iou: 1.1003, d4.loss_cls: 1.8562, d4.loss_bbox: 0.7271, d4.loss_iou: 1.0936, loss: 22.5289, grad_norm: 10.9365 -2022-10-26 22:33:34,544 - mmdet - INFO - Epoch [41][1150/1849] lr: 2.000e-05, eta: 0:39:46, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.8553, loss_bbox: 0.7202, loss_iou: 1.0938, d0.loss_cls: 1.9822, d0.loss_bbox: 0.7793, d0.loss_iou: 1.1654, d1.loss_cls: 1.9439, d1.loss_bbox: 0.7583, d1.loss_iou: 1.1384, d2.loss_cls: 1.9063, d2.loss_bbox: 0.7407, d2.loss_iou: 1.1147, d3.loss_cls: 1.8816, d3.loss_bbox: 0.7295, d3.loss_iou: 1.1035, d4.loss_cls: 1.8658, d4.loss_bbox: 0.7227, d4.loss_iou: 1.0965, loss: 22.5983, grad_norm: 10.9761 -2022-10-26 22:33:41,600 - mmdet - INFO - Epoch [41][1200/1849] lr: 2.000e-05, eta: 0:39:40, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.8395, loss_bbox: 0.7214, loss_iou: 1.0864, d0.loss_cls: 1.9635, d0.loss_bbox: 0.7795, d0.loss_iou: 1.1597, d1.loss_cls: 1.9240, d1.loss_bbox: 0.7586, d1.loss_iou: 1.1324, d2.loss_cls: 1.8903, d2.loss_bbox: 0.7412, d2.loss_iou: 1.1082, d3.loss_cls: 1.8671, d3.loss_bbox: 0.7299, d3.loss_iou: 1.0966, d4.loss_cls: 1.8495, d4.loss_bbox: 0.7239, d4.loss_iou: 1.0897, loss: 22.4613, grad_norm: 11.4538 -2022-10-26 22:33:48,432 - mmdet - INFO - Epoch [41][1250/1849] lr: 2.000e-05, eta: 0:39:33, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.8566, loss_bbox: 0.7233, loss_iou: 1.0881, d0.loss_cls: 1.9782, d0.loss_bbox: 0.7827, d0.loss_iou: 1.1601, d1.loss_cls: 1.9415, d1.loss_bbox: 0.7602, d1.loss_iou: 1.1322, d2.loss_cls: 1.9058, d2.loss_bbox: 0.7426, d2.loss_iou: 1.1090, d3.loss_cls: 1.8811, d3.loss_bbox: 0.7319, d3.loss_iou: 1.0985, d4.loss_cls: 1.8653, d4.loss_bbox: 0.7260, d4.loss_iou: 1.0913, loss: 22.5745, grad_norm: 11.1021 -2022-10-26 22:33:55,281 - mmdet - INFO - Epoch [41][1300/1849] lr: 2.000e-05, eta: 0:39:26, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.8538, loss_bbox: 0.7258, loss_iou: 1.0910, d0.loss_cls: 1.9760, d0.loss_bbox: 0.7841, d0.loss_iou: 1.1620, d1.loss_cls: 1.9383, d1.loss_bbox: 0.7618, d1.loss_iou: 1.1353, d2.loss_cls: 1.9025, d2.loss_bbox: 0.7448, d2.loss_iou: 1.1111, d3.loss_cls: 1.8790, d3.loss_bbox: 0.7340, d3.loss_iou: 1.1005, d4.loss_cls: 1.8621, d4.loss_bbox: 0.7280, d4.loss_iou: 1.0942, loss: 22.5845, grad_norm: 11.5655 -2022-10-26 22:34:02,101 - mmdet - INFO - Epoch [41][1350/1849] lr: 2.000e-05, eta: 0:39:19, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.8545, loss_bbox: 0.7268, loss_iou: 1.0912, d0.loss_cls: 1.9798, d0.loss_bbox: 0.7842, d0.loss_iou: 1.1636, d1.loss_cls: 1.9411, d1.loss_bbox: 0.7634, d1.loss_iou: 1.1361, d2.loss_cls: 1.9052, d2.loss_bbox: 0.7456, d2.loss_iou: 1.1117, d3.loss_cls: 1.8807, d3.loss_bbox: 0.7344, d3.loss_iou: 1.1010, d4.loss_cls: 1.8665, d4.loss_bbox: 0.7291, d4.loss_iou: 1.0942, loss: 22.6092, grad_norm: 11.4040 -2022-10-26 22:34:09,046 - mmdet - INFO - Epoch [41][1400/1849] lr: 2.000e-05, eta: 0:39:12, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8614, loss_bbox: 0.7279, loss_iou: 1.0946, d0.loss_cls: 1.9851, d0.loss_bbox: 0.7858, d0.loss_iou: 1.1665, d1.loss_cls: 1.9454, d1.loss_bbox: 0.7640, d1.loss_iou: 1.1382, d2.loss_cls: 1.9103, d2.loss_bbox: 0.7464, d2.loss_iou: 1.1149, d3.loss_cls: 1.8867, d3.loss_bbox: 0.7358, d3.loss_iou: 1.1040, d4.loss_cls: 1.8702, d4.loss_bbox: 0.7302, d4.loss_iou: 1.0974, loss: 22.6648, grad_norm: 12.0521 -2022-10-26 22:34:15,793 - mmdet - INFO - Epoch [41][1450/1849] lr: 2.000e-05, eta: 0:39:05, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.8364, loss_bbox: 0.7220, loss_iou: 1.0889, d0.loss_cls: 1.9581, d0.loss_bbox: 0.7791, d0.loss_iou: 1.1619, d1.loss_cls: 1.9221, d1.loss_bbox: 0.7591, d1.loss_iou: 1.1346, d2.loss_cls: 1.8871, d2.loss_bbox: 0.7413, d2.loss_iou: 1.1098, d3.loss_cls: 1.8629, d3.loss_bbox: 0.7300, d3.loss_iou: 1.0994, d4.loss_cls: 1.8472, d4.loss_bbox: 0.7243, d4.loss_iou: 1.0916, loss: 22.4558, grad_norm: 11.4556 -2022-10-26 22:34:22,822 - mmdet - INFO - Epoch [41][1500/1849] lr: 2.000e-05, eta: 0:38:58, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8529, loss_bbox: 0.7223, loss_iou: 1.0887, d0.loss_cls: 1.9750, d0.loss_bbox: 0.7801, d0.loss_iou: 1.1613, d1.loss_cls: 1.9414, d1.loss_bbox: 0.7590, d1.loss_iou: 1.1337, d2.loss_cls: 1.9032, d2.loss_bbox: 0.7418, d2.loss_iou: 1.1103, d3.loss_cls: 1.8807, d3.loss_bbox: 0.7311, d3.loss_iou: 1.0987, d4.loss_cls: 1.8640, d4.loss_bbox: 0.7247, d4.loss_iou: 1.0918, loss: 22.5609, grad_norm: 11.6020 -2022-10-26 22:34:29,765 - mmdet - INFO - Epoch [41][1550/1849] lr: 2.000e-05, eta: 0:38:51, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8536, loss_bbox: 0.7253, loss_iou: 1.0888, d0.loss_cls: 1.9805, d0.loss_bbox: 0.7838, d0.loss_iou: 1.1617, d1.loss_cls: 1.9423, d1.loss_bbox: 0.7618, d1.loss_iou: 1.1340, d2.loss_cls: 1.9050, d2.loss_bbox: 0.7443, d2.loss_iou: 1.1098, d3.loss_cls: 1.8832, d3.loss_bbox: 0.7333, d3.loss_iou: 1.0983, d4.loss_cls: 1.8637, d4.loss_bbox: 0.7274, d4.loss_iou: 1.0918, loss: 22.5886, grad_norm: 11.9273 -2022-10-26 22:34:36,583 - mmdet - INFO - Epoch [41][1600/1849] lr: 2.000e-05, eta: 0:38:45, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.8625, loss_bbox: 0.7249, loss_iou: 1.0916, d0.loss_cls: 1.9849, d0.loss_bbox: 0.7832, d0.loss_iou: 1.1645, d1.loss_cls: 1.9498, d1.loss_bbox: 0.7626, d1.loss_iou: 1.1378, d2.loss_cls: 1.9133, d2.loss_bbox: 0.7443, d2.loss_iou: 1.1120, d3.loss_cls: 1.8906, d3.loss_bbox: 0.7334, d3.loss_iou: 1.1012, d4.loss_cls: 1.8735, d4.loss_bbox: 0.7270, d4.loss_iou: 1.0942, loss: 22.6511, grad_norm: 11.6932 -2022-10-26 22:34:43,434 - mmdet - INFO - Epoch [41][1650/1849] lr: 2.000e-05, eta: 0:38:38, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.8476, loss_bbox: 0.7220, loss_iou: 1.0898, d0.loss_cls: 1.9706, d0.loss_bbox: 0.7799, d0.loss_iou: 1.1620, d1.loss_cls: 1.9365, d1.loss_bbox: 0.7587, d1.loss_iou: 1.1349, d2.loss_cls: 1.8978, d2.loss_bbox: 0.7412, d2.loss_iou: 1.1113, d3.loss_cls: 1.8746, d3.loss_bbox: 0.7307, d3.loss_iou: 1.0998, d4.loss_cls: 1.8581, d4.loss_bbox: 0.7247, d4.loss_iou: 1.0932, loss: 22.5333, grad_norm: 11.4358 -2022-10-26 22:34:50,258 - mmdet - INFO - Epoch [41][1700/1849] lr: 2.000e-05, eta: 0:38:31, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.8509, loss_bbox: 0.7236, loss_iou: 1.0910, d0.loss_cls: 1.9760, d0.loss_bbox: 0.7823, d0.loss_iou: 1.1626, d1.loss_cls: 1.9384, d1.loss_bbox: 0.7614, d1.loss_iou: 1.1364, d2.loss_cls: 1.9028, d2.loss_bbox: 0.7430, d2.loss_iou: 1.1127, d3.loss_cls: 1.8800, d3.loss_bbox: 0.7321, d3.loss_iou: 1.1009, d4.loss_cls: 1.8624, d4.loss_bbox: 0.7259, d4.loss_iou: 1.0938, loss: 22.5760, grad_norm: 11.1223 -2022-10-26 22:34:57,272 - mmdet - INFO - Epoch [41][1750/1849] lr: 2.000e-05, eta: 0:38:24, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.8370, loss_bbox: 0.7242, loss_iou: 1.0904, d0.loss_cls: 1.9580, d0.loss_bbox: 0.7822, d0.loss_iou: 1.1619, d1.loss_cls: 1.9221, d1.loss_bbox: 0.7612, d1.loss_iou: 1.1356, d2.loss_cls: 1.8866, d2.loss_bbox: 0.7437, d2.loss_iou: 1.1114, d3.loss_cls: 1.8626, d3.loss_bbox: 0.7328, d3.loss_iou: 1.0999, d4.loss_cls: 1.8494, d4.loss_bbox: 0.7267, d4.loss_iou: 1.0930, loss: 22.4788, grad_norm: 12.8772 -2022-10-26 22:35:04,117 - mmdet - INFO - Epoch [41][1800/1849] lr: 2.000e-05, eta: 0:38:17, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.8480, loss_bbox: 0.7232, loss_iou: 1.0883, d0.loss_cls: 1.9731, d0.loss_bbox: 0.7802, d0.loss_iou: 1.1612, d1.loss_cls: 1.9321, d1.loss_bbox: 0.7603, d1.loss_iou: 1.1341, d2.loss_cls: 1.8973, d2.loss_bbox: 0.7422, d2.loss_iou: 1.1102, d3.loss_cls: 1.8764, d3.loss_bbox: 0.7320, d3.loss_iou: 1.0981, d4.loss_cls: 1.8580, d4.loss_bbox: 0.7254, d4.loss_iou: 1.0915, loss: 22.5317, grad_norm: 12.0889 -2022-10-26 22:35:10,955 - mmdet - INFO - Saving checkpoint at 41 epochs -2022-10-26 22:35:21,755 - mmdet - INFO - Epoch [42][50/1849] lr: 2.000e-05, eta: 0:38:03, time: 0.204, data_time: 0.063, memory: 4401, loss_cls: 1.8245, loss_bbox: 0.7188, loss_iou: 1.0863, d0.loss_cls: 1.9475, d0.loss_bbox: 0.7780, d0.loss_iou: 1.1592, d1.loss_cls: 1.9153, d1.loss_bbox: 0.7563, d1.loss_iou: 1.1328, d2.loss_cls: 1.8791, d2.loss_bbox: 0.7385, d2.loss_iou: 1.1084, d3.loss_cls: 1.8541, d3.loss_bbox: 0.7276, d3.loss_iou: 1.0962, d4.loss_cls: 1.8351, d4.loss_bbox: 0.7213, d4.loss_iou: 1.0894, loss: 22.3685, grad_norm: 12.0571 -2022-10-26 22:35:28,845 - mmdet - INFO - Epoch [42][100/1849] lr: 2.000e-05, eta: 0:37:56, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.8367, loss_bbox: 0.7222, loss_iou: 1.0941, d0.loss_cls: 1.9638, d0.loss_bbox: 0.7810, d0.loss_iou: 1.1667, d1.loss_cls: 1.9239, d1.loss_bbox: 0.7591, d1.loss_iou: 1.1399, d2.loss_cls: 1.8871, d2.loss_bbox: 0.7416, d2.loss_iou: 1.1156, d3.loss_cls: 1.8630, d3.loss_bbox: 0.7311, d3.loss_iou: 1.1047, d4.loss_cls: 1.8470, d4.loss_bbox: 0.7244, d4.loss_iou: 1.0973, loss: 22.4991, grad_norm: 12.4705 -2022-10-26 22:35:35,751 - mmdet - INFO - Epoch [42][150/1849] lr: 2.000e-05, eta: 0:37:49, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8476, loss_bbox: 0.7266, loss_iou: 1.0877, d0.loss_cls: 1.9694, d0.loss_bbox: 0.7843, d0.loss_iou: 1.1611, d1.loss_cls: 1.9318, d1.loss_bbox: 0.7628, d1.loss_iou: 1.1335, d2.loss_cls: 1.8955, d2.loss_bbox: 0.7460, d2.loss_iou: 1.1092, d3.loss_cls: 1.8736, d3.loss_bbox: 0.7344, d3.loss_iou: 1.0977, d4.loss_cls: 1.8567, d4.loss_bbox: 0.7284, d4.loss_iou: 1.0911, loss: 22.5372, grad_norm: 11.9320 -2022-10-26 22:35:42,667 - mmdet - INFO - Epoch [42][200/1849] lr: 2.000e-05, eta: 0:37:42, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8417, loss_bbox: 0.7272, loss_iou: 1.0903, d0.loss_cls: 1.9621, d0.loss_bbox: 0.7846, d0.loss_iou: 1.1598, d1.loss_cls: 1.9301, d1.loss_bbox: 0.7631, d1.loss_iou: 1.1338, d2.loss_cls: 1.8939, d2.loss_bbox: 0.7458, d2.loss_iou: 1.1103, d3.loss_cls: 1.8680, d3.loss_bbox: 0.7356, d3.loss_iou: 1.0994, d4.loss_cls: 1.8531, d4.loss_bbox: 0.7292, d4.loss_iou: 1.0936, loss: 22.5216, grad_norm: 11.3740 -2022-10-26 22:35:49,526 - mmdet - INFO - Epoch [42][250/1849] lr: 2.000e-05, eta: 0:37:35, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.8378, loss_bbox: 0.7198, loss_iou: 1.0879, d0.loss_cls: 1.9610, d0.loss_bbox: 0.7783, d0.loss_iou: 1.1607, d1.loss_cls: 1.9248, d1.loss_bbox: 0.7575, d1.loss_iou: 1.1340, d2.loss_cls: 1.8871, d2.loss_bbox: 0.7398, d2.loss_iou: 1.1095, d3.loss_cls: 1.8633, d3.loss_bbox: 0.7285, d3.loss_iou: 1.0984, d4.loss_cls: 1.8482, d4.loss_bbox: 0.7221, d4.loss_iou: 1.0911, loss: 22.4499, grad_norm: 11.3512 -2022-10-26 22:35:56,139 - mmdet - INFO - Epoch [42][300/1849] lr: 2.000e-05, eta: 0:37:28, time: 0.132, data_time: 0.004, memory: 4401, loss_cls: 1.8335, loss_bbox: 0.7196, loss_iou: 1.0874, d0.loss_cls: 1.9586, d0.loss_bbox: 0.7773, d0.loss_iou: 1.1596, d1.loss_cls: 1.9205, d1.loss_bbox: 0.7564, d1.loss_iou: 1.1325, d2.loss_cls: 1.8870, d2.loss_bbox: 0.7390, d2.loss_iou: 1.1079, d3.loss_cls: 1.8604, d3.loss_bbox: 0.7283, d3.loss_iou: 1.0970, d4.loss_cls: 1.8459, d4.loss_bbox: 0.7220, d4.loss_iou: 1.0906, loss: 22.4235, grad_norm: 10.9001 -2022-10-26 22:36:03,100 - mmdet - INFO - Epoch [42][350/1849] lr: 2.000e-05, eta: 0:37:21, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8279, loss_bbox: 0.7250, loss_iou: 1.0902, d0.loss_cls: 1.9491, d0.loss_bbox: 0.7828, d0.loss_iou: 1.1625, d1.loss_cls: 1.9110, d1.loss_bbox: 0.7611, d1.loss_iou: 1.1341, d2.loss_cls: 1.8761, d2.loss_bbox: 0.7434, d2.loss_iou: 1.1102, d3.loss_cls: 1.8526, d3.loss_bbox: 0.7327, d3.loss_iou: 1.0993, d4.loss_cls: 1.8369, d4.loss_bbox: 0.7270, d4.loss_iou: 1.0929, loss: 22.4147, grad_norm: 11.8085 -2022-10-26 22:36:10,101 - mmdet - INFO - Epoch [42][400/1849] lr: 2.000e-05, eta: 0:37:14, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.8452, loss_bbox: 0.7225, loss_iou: 1.0855, d0.loss_cls: 1.9697, d0.loss_bbox: 0.7804, d0.loss_iou: 1.1571, d1.loss_cls: 1.9335, d1.loss_bbox: 0.7585, d1.loss_iou: 1.1307, d2.loss_cls: 1.8958, d2.loss_bbox: 0.7415, d2.loss_iou: 1.1072, d3.loss_cls: 1.8712, d3.loss_bbox: 0.7310, d3.loss_iou: 1.0954, d4.loss_cls: 1.8550, d4.loss_bbox: 0.7248, d4.loss_iou: 1.0887, loss: 22.4939, grad_norm: 10.9614 -2022-10-26 22:36:17,010 - mmdet - INFO - Epoch [42][450/1849] lr: 2.000e-05, eta: 0:37:08, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8340, loss_bbox: 0.7207, loss_iou: 1.0886, d0.loss_cls: 1.9576, d0.loss_bbox: 0.7792, d0.loss_iou: 1.1613, d1.loss_cls: 1.9205, d1.loss_bbox: 0.7580, d1.loss_iou: 1.1340, d2.loss_cls: 1.8878, d2.loss_bbox: 0.7405, d2.loss_iou: 1.1101, d3.loss_cls: 1.8607, d3.loss_bbox: 0.7298, d3.loss_iou: 1.0983, d4.loss_cls: 1.8445, d4.loss_bbox: 0.7234, d4.loss_iou: 1.0916, loss: 22.4403, grad_norm: 12.0497 -2022-10-26 22:36:23,855 - mmdet - INFO - Epoch [42][500/1849] lr: 2.000e-05, eta: 0:37:01, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.8367, loss_bbox: 0.7228, loss_iou: 1.0912, d0.loss_cls: 1.9588, d0.loss_bbox: 0.7807, d0.loss_iou: 1.1632, d1.loss_cls: 1.9237, d1.loss_bbox: 0.7594, d1.loss_iou: 1.1355, d2.loss_cls: 1.8834, d2.loss_bbox: 0.7424, d2.loss_iou: 1.1117, d3.loss_cls: 1.8613, d3.loss_bbox: 0.7313, d3.loss_iou: 1.1010, d4.loss_cls: 1.8461, d4.loss_bbox: 0.7249, d4.loss_iou: 1.0945, loss: 22.4686, grad_norm: 10.8762 -2022-10-26 22:36:30,767 - mmdet - INFO - Epoch [42][550/1849] lr: 2.000e-05, eta: 0:36:54, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8385, loss_bbox: 0.7217, loss_iou: 1.0897, d0.loss_cls: 1.9624, d0.loss_bbox: 0.7812, d0.loss_iou: 1.1619, d1.loss_cls: 1.9256, d1.loss_bbox: 0.7585, d1.loss_iou: 1.1340, d2.loss_cls: 1.8861, d2.loss_bbox: 0.7412, d2.loss_iou: 1.1111, d3.loss_cls: 1.8644, d3.loss_bbox: 0.7300, d3.loss_iou: 1.0999, d4.loss_cls: 1.8494, d4.loss_bbox: 0.7241, d4.loss_iou: 1.0927, loss: 22.4724, grad_norm: 12.0289 -2022-10-26 22:36:37,666 - mmdet - INFO - Epoch [42][600/1849] lr: 2.000e-05, eta: 0:36:47, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8412, loss_bbox: 0.7193, loss_iou: 1.0896, d0.loss_cls: 1.9686, d0.loss_bbox: 0.7788, d0.loss_iou: 1.1623, d1.loss_cls: 1.9280, d1.loss_bbox: 0.7572, d1.loss_iou: 1.1346, d2.loss_cls: 1.8926, d2.loss_bbox: 0.7391, d2.loss_iou: 1.1111, d3.loss_cls: 1.8659, d3.loss_bbox: 0.7286, d3.loss_iou: 1.1001, d4.loss_cls: 1.8515, d4.loss_bbox: 0.7222, d4.loss_iou: 1.0928, loss: 22.4832, grad_norm: 11.3149 -2022-10-26 22:36:44,413 - mmdet - INFO - Epoch [42][650/1849] lr: 2.000e-05, eta: 0:36:40, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.8383, loss_bbox: 0.7200, loss_iou: 1.0863, d0.loss_cls: 1.9631, d0.loss_bbox: 0.7804, d0.loss_iou: 1.1593, d1.loss_cls: 1.9274, d1.loss_bbox: 0.7580, d1.loss_iou: 1.1309, d2.loss_cls: 1.8923, d2.loss_bbox: 0.7395, d2.loss_iou: 1.1074, d3.loss_cls: 1.8666, d3.loss_bbox: 0.7284, d3.loss_iou: 1.0957, d4.loss_cls: 1.8500, d4.loss_bbox: 0.7223, d4.loss_iou: 1.0892, loss: 22.4551, grad_norm: 11.6802 -2022-10-26 22:36:51,363 - mmdet - INFO - Epoch [42][700/1849] lr: 2.000e-05, eta: 0:36:33, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8321, loss_bbox: 0.7185, loss_iou: 1.0895, d0.loss_cls: 1.9571, d0.loss_bbox: 0.7767, d0.loss_iou: 1.1628, d1.loss_cls: 1.9197, d1.loss_bbox: 0.7560, d1.loss_iou: 1.1347, d2.loss_cls: 1.8837, d2.loss_bbox: 0.7385, d2.loss_iou: 1.1109, d3.loss_cls: 1.8598, d3.loss_bbox: 0.7278, d3.loss_iou: 1.0996, d4.loss_cls: 1.8424, d4.loss_bbox: 0.7210, d4.loss_iou: 1.0928, loss: 22.4238, grad_norm: 12.5481 -2022-10-26 22:36:57,981 - mmdet - INFO - Epoch [42][750/1849] lr: 2.000e-05, eta: 0:36:26, time: 0.132, data_time: 0.005, memory: 4401, loss_cls: 1.8466, loss_bbox: 0.7187, loss_iou: 1.0870, d0.loss_cls: 1.9709, d0.loss_bbox: 0.7777, d0.loss_iou: 1.1609, d1.loss_cls: 1.9337, d1.loss_bbox: 0.7565, d1.loss_iou: 1.1333, d2.loss_cls: 1.8986, d2.loss_bbox: 0.7391, d2.loss_iou: 1.1087, d3.loss_cls: 1.8766, d3.loss_bbox: 0.7278, d3.loss_iou: 1.0969, d4.loss_cls: 1.8580, d4.loss_bbox: 0.7213, d4.loss_iou: 1.0898, loss: 22.5021, grad_norm: 12.5872 -2022-10-26 22:37:04,803 - mmdet - INFO - Epoch [42][800/1849] lr: 2.000e-05, eta: 0:36:19, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.8343, loss_bbox: 0.7159, loss_iou: 1.0872, d0.loss_cls: 1.9609, d0.loss_bbox: 0.7749, d0.loss_iou: 1.1610, d1.loss_cls: 1.9233, d1.loss_bbox: 0.7531, d1.loss_iou: 1.1321, d2.loss_cls: 1.8869, d2.loss_bbox: 0.7347, d2.loss_iou: 1.1084, d3.loss_cls: 1.8618, d3.loss_bbox: 0.7240, d3.loss_iou: 1.0973, d4.loss_cls: 1.8447, d4.loss_bbox: 0.7179, d4.loss_iou: 1.0905, loss: 22.4089, grad_norm: 12.4399 -2022-10-26 22:37:11,509 - mmdet - INFO - Epoch [42][850/1849] lr: 2.000e-05, eta: 0:36:12, time: 0.134, data_time: 0.004, memory: 4401, loss_cls: 1.8365, loss_bbox: 0.7190, loss_iou: 1.0866, d0.loss_cls: 1.9590, d0.loss_bbox: 0.7770, d0.loss_iou: 1.1598, d1.loss_cls: 1.9231, d1.loss_bbox: 0.7565, d1.loss_iou: 1.1329, d2.loss_cls: 1.8873, d2.loss_bbox: 0.7383, d2.loss_iou: 1.1079, d3.loss_cls: 1.8619, d3.loss_bbox: 0.7274, d3.loss_iou: 1.0968, d4.loss_cls: 1.8469, d4.loss_bbox: 0.7211, d4.loss_iou: 1.0900, loss: 22.4281, grad_norm: 11.8396 -2022-10-26 22:37:18,221 - mmdet - INFO - Epoch [42][900/1849] lr: 2.000e-05, eta: 0:36:06, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.8443, loss_bbox: 0.7203, loss_iou: 1.0906, d0.loss_cls: 1.9666, d0.loss_bbox: 0.7795, d0.loss_iou: 1.1641, d1.loss_cls: 1.9303, d1.loss_bbox: 0.7575, d1.loss_iou: 1.1349, d2.loss_cls: 1.8936, d2.loss_bbox: 0.7402, d2.loss_iou: 1.1112, d3.loss_cls: 1.8707, d3.loss_bbox: 0.7290, d3.loss_iou: 1.0999, d4.loss_cls: 1.8539, d4.loss_bbox: 0.7222, d4.loss_iou: 1.0936, loss: 22.5022, grad_norm: 11.3742 -2022-10-26 22:37:24,850 - mmdet - INFO - Epoch [42][950/1849] lr: 2.000e-05, eta: 0:35:59, time: 0.133, data_time: 0.005, memory: 4401, loss_cls: 1.8379, loss_bbox: 0.7206, loss_iou: 1.0863, d0.loss_cls: 1.9579, d0.loss_bbox: 0.7801, d0.loss_iou: 1.1589, d1.loss_cls: 1.9224, d1.loss_bbox: 0.7582, d1.loss_iou: 1.1314, d2.loss_cls: 1.8876, d2.loss_bbox: 0.7398, d2.loss_iou: 1.1069, d3.loss_cls: 1.8636, d3.loss_bbox: 0.7295, d3.loss_iou: 1.0958, d4.loss_cls: 1.8483, d4.loss_bbox: 0.7229, d4.loss_iou: 1.0891, loss: 22.4370, grad_norm: 11.2136 -2022-10-26 22:37:31,732 - mmdet - INFO - Epoch [42][1000/1849] lr: 2.000e-05, eta: 0:35:52, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8435, loss_bbox: 0.7214, loss_iou: 1.0913, d0.loss_cls: 1.9670, d0.loss_bbox: 0.7801, d0.loss_iou: 1.1625, d1.loss_cls: 1.9310, d1.loss_bbox: 0.7579, d1.loss_iou: 1.1357, d2.loss_cls: 1.8958, d2.loss_bbox: 0.7405, d2.loss_iou: 1.1118, d3.loss_cls: 1.8700, d3.loss_bbox: 0.7299, d3.loss_iou: 1.1005, d4.loss_cls: 1.8539, d4.loss_bbox: 0.7238, d4.loss_iou: 1.0940, loss: 22.5105, grad_norm: 12.3997 -2022-10-26 22:37:38,622 - mmdet - INFO - Epoch [42][1050/1849] lr: 2.000e-05, eta: 0:35:45, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8321, loss_bbox: 0.7217, loss_iou: 1.0873, d0.loss_cls: 1.9532, d0.loss_bbox: 0.7807, d0.loss_iou: 1.1611, d1.loss_cls: 1.9200, d1.loss_bbox: 0.7589, d1.loss_iou: 1.1325, d2.loss_cls: 1.8825, d2.loss_bbox: 0.7409, d2.loss_iou: 1.1090, d3.loss_cls: 1.8602, d3.loss_bbox: 0.7301, d3.loss_iou: 1.0973, d4.loss_cls: 1.8435, d4.loss_bbox: 0.7241, d4.loss_iou: 1.0904, loss: 22.4254, grad_norm: 11.8256 -2022-10-26 22:37:45,308 - mmdet - INFO - Epoch [42][1100/1849] lr: 2.000e-05, eta: 0:35:38, time: 0.134, data_time: 0.004, memory: 4401, loss_cls: 1.8432, loss_bbox: 0.7206, loss_iou: 1.0872, d0.loss_cls: 1.9634, d0.loss_bbox: 0.7781, d0.loss_iou: 1.1576, d1.loss_cls: 1.9271, d1.loss_bbox: 0.7567, d1.loss_iou: 1.1306, d2.loss_cls: 1.8910, d2.loss_bbox: 0.7390, d2.loss_iou: 1.1074, d3.loss_cls: 1.8692, d3.loss_bbox: 0.7285, d3.loss_iou: 1.0969, d4.loss_cls: 1.8536, d4.loss_bbox: 0.7228, d4.loss_iou: 1.0903, loss: 22.4634, grad_norm: 11.8372 -2022-10-26 22:37:51,916 - mmdet - INFO - Epoch [42][1150/1849] lr: 2.000e-05, eta: 0:35:31, time: 0.132, data_time: 0.005, memory: 4401, loss_cls: 1.8217, loss_bbox: 0.7189, loss_iou: 1.0865, d0.loss_cls: 1.9445, d0.loss_bbox: 0.7767, d0.loss_iou: 1.1593, d1.loss_cls: 1.9053, d1.loss_bbox: 0.7562, d1.loss_iou: 1.1309, d2.loss_cls: 1.8684, d2.loss_bbox: 0.7388, d2.loss_iou: 1.1088, d3.loss_cls: 1.8490, d3.loss_bbox: 0.7273, d3.loss_iou: 1.0966, d4.loss_cls: 1.8329, d4.loss_bbox: 0.7210, d4.loss_iou: 1.0895, loss: 22.3322, grad_norm: 12.5113 -2022-10-26 22:37:58,676 - mmdet - INFO - Epoch [42][1200/1849] lr: 2.000e-05, eta: 0:35:24, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.8354, loss_bbox: 0.7234, loss_iou: 1.0887, d0.loss_cls: 1.9591, d0.loss_bbox: 0.7814, d0.loss_iou: 1.1614, d1.loss_cls: 1.9258, d1.loss_bbox: 0.7600, d1.loss_iou: 1.1340, d2.loss_cls: 1.8878, d2.loss_bbox: 0.7424, d2.loss_iou: 1.1101, d3.loss_cls: 1.8637, d3.loss_bbox: 0.7316, d3.loss_iou: 1.0987, d4.loss_cls: 1.8460, d4.loss_bbox: 0.7256, d4.loss_iou: 1.0922, loss: 22.4677, grad_norm: 12.0497 -2022-10-26 22:38:05,207 - mmdet - INFO - Epoch [42][1250/1849] lr: 2.000e-05, eta: 0:35:17, time: 0.131, data_time: 0.005, memory: 4401, loss_cls: 1.8424, loss_bbox: 0.7176, loss_iou: 1.0876, d0.loss_cls: 1.9609, d0.loss_bbox: 0.7770, d0.loss_iou: 1.1609, d1.loss_cls: 1.9281, d1.loss_bbox: 0.7539, d1.loss_iou: 1.1324, d2.loss_cls: 1.8919, d2.loss_bbox: 0.7368, d2.loss_iou: 1.1089, d3.loss_cls: 1.8698, d3.loss_bbox: 0.7257, d3.loss_iou: 1.0973, d4.loss_cls: 1.8535, d4.loss_bbox: 0.7198, d4.loss_iou: 1.0906, loss: 22.4552, grad_norm: 11.9264 -2022-10-26 22:38:11,956 - mmdet - INFO - Epoch [42][1300/1849] lr: 2.000e-05, eta: 0:35:10, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.8371, loss_bbox: 0.7178, loss_iou: 1.0851, d0.loss_cls: 1.9598, d0.loss_bbox: 0.7778, d0.loss_iou: 1.1592, d1.loss_cls: 1.9222, d1.loss_bbox: 0.7552, d1.loss_iou: 1.1305, d2.loss_cls: 1.8848, d2.loss_bbox: 0.7377, d2.loss_iou: 1.1067, d3.loss_cls: 1.8623, d3.loss_bbox: 0.7271, d3.loss_iou: 1.0948, d4.loss_cls: 1.8472, d4.loss_bbox: 0.7203, d4.loss_iou: 1.0883, loss: 22.4135, grad_norm: 11.5322 -2022-10-26 22:38:18,897 - mmdet - INFO - Epoch [42][1350/1849] lr: 2.000e-05, eta: 0:35:03, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8411, loss_bbox: 0.7203, loss_iou: 1.0871, d0.loss_cls: 1.9598, d0.loss_bbox: 0.7792, d0.loss_iou: 1.1603, d1.loss_cls: 1.9262, d1.loss_bbox: 0.7572, d1.loss_iou: 1.1328, d2.loss_cls: 1.8884, d2.loss_bbox: 0.7403, d2.loss_iou: 1.1095, d3.loss_cls: 1.8658, d3.loss_bbox: 0.7294, d3.loss_iou: 1.0976, d4.loss_cls: 1.8499, d4.loss_bbox: 0.7230, d4.loss_iou: 1.0900, loss: 22.4581, grad_norm: 11.3096 -2022-10-26 22:38:25,779 - mmdet - INFO - Epoch [42][1400/1849] lr: 2.000e-05, eta: 0:34:56, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8432, loss_bbox: 0.7216, loss_iou: 1.0907, d0.loss_cls: 1.9650, d0.loss_bbox: 0.7788, d0.loss_iou: 1.1630, d1.loss_cls: 1.9273, d1.loss_bbox: 0.7583, d1.loss_iou: 1.1360, d2.loss_cls: 1.8930, d2.loss_bbox: 0.7418, d2.loss_iou: 1.1115, d3.loss_cls: 1.8692, d3.loss_bbox: 0.7304, d3.loss_iou: 1.1008, d4.loss_cls: 1.8535, d4.loss_bbox: 0.7241, d4.loss_iou: 1.0936, loss: 22.5017, grad_norm: 11.7518 -2022-10-26 22:38:32,725 - mmdet - INFO - Epoch [42][1450/1849] lr: 2.000e-05, eta: 0:34:50, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8321, loss_bbox: 0.7209, loss_iou: 1.0891, d0.loss_cls: 1.9508, d0.loss_bbox: 0.7790, d0.loss_iou: 1.1632, d1.loss_cls: 1.9154, d1.loss_bbox: 0.7580, d1.loss_iou: 1.1357, d2.loss_cls: 1.8824, d2.loss_bbox: 0.7402, d2.loss_iou: 1.1114, d3.loss_cls: 1.8585, d3.loss_bbox: 0.7292, d3.loss_iou: 1.1000, d4.loss_cls: 1.8433, d4.loss_bbox: 0.7226, d4.loss_iou: 1.0926, loss: 22.4241, grad_norm: 12.5029 -2022-10-26 22:38:39,728 - mmdet - INFO - Epoch [42][1500/1849] lr: 2.000e-05, eta: 0:34:43, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.8343, loss_bbox: 0.7233, loss_iou: 1.0965, d0.loss_cls: 1.9571, d0.loss_bbox: 0.7807, d0.loss_iou: 1.1674, d1.loss_cls: 1.9185, d1.loss_bbox: 0.7592, d1.loss_iou: 1.1410, d2.loss_cls: 1.8829, d2.loss_bbox: 0.7426, d2.loss_iou: 1.1170, d3.loss_cls: 1.8616, d3.loss_bbox: 0.7322, d3.loss_iou: 1.1064, d4.loss_cls: 1.8436, d4.loss_bbox: 0.7255, d4.loss_iou: 1.1000, loss: 22.4899, grad_norm: 10.8873 -2022-10-26 22:38:46,638 - mmdet - INFO - Epoch [42][1550/1849] lr: 2.000e-05, eta: 0:34:36, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8467, loss_bbox: 0.7179, loss_iou: 1.0847, d0.loss_cls: 1.9686, d0.loss_bbox: 0.7759, d0.loss_iou: 1.1569, d1.loss_cls: 1.9333, d1.loss_bbox: 0.7551, d1.loss_iou: 1.1299, d2.loss_cls: 1.8987, d2.loss_bbox: 0.7373, d2.loss_iou: 1.1058, d3.loss_cls: 1.8748, d3.loss_bbox: 0.7264, d3.loss_iou: 1.0944, d4.loss_cls: 1.8558, d4.loss_bbox: 0.7201, d4.loss_iou: 1.0881, loss: 22.4705, grad_norm: 11.7199 -2022-10-26 22:38:53,362 - mmdet - INFO - Epoch [42][1600/1849] lr: 2.000e-05, eta: 0:34:29, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.8504, loss_bbox: 0.7272, loss_iou: 1.0914, d0.loss_cls: 1.9786, d0.loss_bbox: 0.7871, d0.loss_iou: 1.1649, d1.loss_cls: 1.9404, d1.loss_bbox: 0.7646, d1.loss_iou: 1.1373, d2.loss_cls: 1.9037, d2.loss_bbox: 0.7468, d2.loss_iou: 1.1134, d3.loss_cls: 1.8792, d3.loss_bbox: 0.7355, d3.loss_iou: 1.1014, d4.loss_cls: 1.8638, d4.loss_bbox: 0.7294, d4.loss_iou: 1.0943, loss: 22.6096, grad_norm: 12.2071 -2022-10-26 22:38:59,901 - mmdet - INFO - Epoch [42][1650/1849] lr: 2.000e-05, eta: 0:34:22, time: 0.131, data_time: 0.005, memory: 4401, loss_cls: 1.8392, loss_bbox: 0.7229, loss_iou: 1.0911, d0.loss_cls: 1.9599, d0.loss_bbox: 0.7817, d0.loss_iou: 1.1632, d1.loss_cls: 1.9242, d1.loss_bbox: 0.7604, d1.loss_iou: 1.1356, d2.loss_cls: 1.8882, d2.loss_bbox: 0.7424, d2.loss_iou: 1.1114, d3.loss_cls: 1.8648, d3.loss_bbox: 0.7314, d3.loss_iou: 1.0999, d4.loss_cls: 1.8483, d4.loss_bbox: 0.7251, d4.loss_iou: 1.0941, loss: 22.4837, grad_norm: 11.0365 -2022-10-26 22:39:06,847 - mmdet - INFO - Epoch [42][1700/1849] lr: 2.000e-05, eta: 0:34:15, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8308, loss_bbox: 0.7207, loss_iou: 1.0907, d0.loss_cls: 1.9582, d0.loss_bbox: 0.7798, d0.loss_iou: 1.1642, d1.loss_cls: 1.9174, d1.loss_bbox: 0.7577, d1.loss_iou: 1.1357, d2.loss_cls: 1.8829, d2.loss_bbox: 0.7407, d2.loss_iou: 1.1115, d3.loss_cls: 1.8596, d3.loss_bbox: 0.7293, d3.loss_iou: 1.1003, d4.loss_cls: 1.8423, d4.loss_bbox: 0.7233, d4.loss_iou: 1.0936, loss: 22.4387, grad_norm: 12.4384 -2022-10-26 22:39:13,670 - mmdet - INFO - Epoch [42][1750/1849] lr: 2.000e-05, eta: 0:34:08, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.8383, loss_bbox: 0.7234, loss_iou: 1.0906, d0.loss_cls: 1.9645, d0.loss_bbox: 0.7822, d0.loss_iou: 1.1630, d1.loss_cls: 1.9282, d1.loss_bbox: 0.7603, d1.loss_iou: 1.1351, d2.loss_cls: 1.8897, d2.loss_bbox: 0.7428, d2.loss_iou: 1.1111, d3.loss_cls: 1.8663, d3.loss_bbox: 0.7314, d3.loss_iou: 1.0997, d4.loss_cls: 1.8489, d4.loss_bbox: 0.7257, d4.loss_iou: 1.0935, loss: 22.4947, grad_norm: 11.5973 -2022-10-26 22:39:20,425 - mmdet - INFO - Epoch [42][1800/1849] lr: 2.000e-05, eta: 0:34:01, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.8382, loss_bbox: 0.7199, loss_iou: 1.0844, d0.loss_cls: 1.9593, d0.loss_bbox: 0.7795, d0.loss_iou: 1.1577, d1.loss_cls: 1.9256, d1.loss_bbox: 0.7571, d1.loss_iou: 1.1287, d2.loss_cls: 1.8887, d2.loss_bbox: 0.7393, d2.loss_iou: 1.1049, d3.loss_cls: 1.8656, d3.loss_bbox: 0.7287, d3.loss_iou: 1.0944, d4.loss_cls: 1.8488, d4.loss_bbox: 0.7224, d4.loss_iou: 1.0879, loss: 22.4311, grad_norm: 11.6324 -2022-10-26 22:39:27,154 - mmdet - INFO - Saving checkpoint at 42 epochs -2022-10-26 22:39:37,933 - mmdet - INFO - Epoch [43][50/1849] lr: 2.000e-05, eta: 0:33:47, time: 0.203, data_time: 0.063, memory: 4401, loss_cls: 1.8387, loss_bbox: 0.7172, loss_iou: 1.0871, d0.loss_cls: 1.9605, d0.loss_bbox: 0.7774, d0.loss_iou: 1.1600, d1.loss_cls: 1.9236, d1.loss_bbox: 0.7548, d1.loss_iou: 1.1319, d2.loss_cls: 1.8888, d2.loss_bbox: 0.7375, d2.loss_iou: 1.1078, d3.loss_cls: 1.8648, d3.loss_bbox: 0.7265, d3.loss_iou: 1.0973, d4.loss_cls: 1.8477, d4.loss_bbox: 0.7200, d4.loss_iou: 1.0901, loss: 22.4318, grad_norm: 10.9096 -2022-10-26 22:39:44,982 - mmdet - INFO - Epoch [43][100/1849] lr: 2.000e-05, eta: 0:33:40, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.8396, loss_bbox: 0.7213, loss_iou: 1.0859, d0.loss_cls: 1.9620, d0.loss_bbox: 0.7804, d0.loss_iou: 1.1582, d1.loss_cls: 1.9269, d1.loss_bbox: 0.7580, d1.loss_iou: 1.1304, d2.loss_cls: 1.8877, d2.loss_bbox: 0.7408, d2.loss_iou: 1.1072, d3.loss_cls: 1.8658, d3.loss_bbox: 0.7299, d3.loss_iou: 1.0958, d4.loss_cls: 1.8485, d4.loss_bbox: 0.7236, d4.loss_iou: 1.0890, loss: 22.4511, grad_norm: 11.7429 -2022-10-26 22:39:52,208 - mmdet - INFO - Epoch [43][150/1849] lr: 2.000e-05, eta: 0:33:33, time: 0.144, data_time: 0.004, memory: 4401, loss_cls: 1.8275, loss_bbox: 0.7198, loss_iou: 1.0871, d0.loss_cls: 1.9495, d0.loss_bbox: 0.7781, d0.loss_iou: 1.1590, d1.loss_cls: 1.9137, d1.loss_bbox: 0.7561, d1.loss_iou: 1.1314, d2.loss_cls: 1.8779, d2.loss_bbox: 0.7389, d2.loss_iou: 1.1082, d3.loss_cls: 1.8539, d3.loss_bbox: 0.7285, d3.loss_iou: 1.0973, d4.loss_cls: 1.8373, d4.loss_bbox: 0.7220, d4.loss_iou: 1.0903, loss: 22.3765, grad_norm: 11.6541 -2022-10-26 22:39:59,359 - mmdet - INFO - Epoch [43][200/1849] lr: 2.000e-05, eta: 0:33:27, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 1.8244, loss_bbox: 0.7154, loss_iou: 1.0798, d0.loss_cls: 1.9479, d0.loss_bbox: 0.7749, d0.loss_iou: 1.1524, d1.loss_cls: 1.9099, d1.loss_bbox: 0.7531, d1.loss_iou: 1.1241, d2.loss_cls: 1.8765, d2.loss_bbox: 0.7352, d2.loss_iou: 1.1013, d3.loss_cls: 1.8518, d3.loss_bbox: 0.7243, d3.loss_iou: 1.0896, d4.loss_cls: 1.8348, d4.loss_bbox: 0.7179, d4.loss_iou: 1.0829, loss: 22.2959, grad_norm: 10.8671 -2022-10-26 22:40:06,495 - mmdet - INFO - Epoch [43][250/1849] lr: 2.000e-05, eta: 0:33:20, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 1.8313, loss_bbox: 0.7169, loss_iou: 1.0868, d0.loss_cls: 1.9522, d0.loss_bbox: 0.7762, d0.loss_iou: 1.1603, d1.loss_cls: 1.9172, d1.loss_bbox: 0.7538, d1.loss_iou: 1.1308, d2.loss_cls: 1.8798, d2.loss_bbox: 0.7359, d2.loss_iou: 1.1072, d3.loss_cls: 1.8573, d3.loss_bbox: 0.7251, d3.loss_iou: 1.0959, d4.loss_cls: 1.8416, d4.loss_bbox: 0.7189, d4.loss_iou: 1.0897, loss: 22.3770, grad_norm: 12.0003 -2022-10-26 22:40:13,522 - mmdet - INFO - Epoch [43][300/1849] lr: 2.000e-05, eta: 0:33:13, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.8252, loss_bbox: 0.7177, loss_iou: 1.0850, d0.loss_cls: 1.9475, d0.loss_bbox: 0.7759, d0.loss_iou: 1.1569, d1.loss_cls: 1.9091, d1.loss_bbox: 0.7538, d1.loss_iou: 1.1293, d2.loss_cls: 1.8750, d2.loss_bbox: 0.7364, d2.loss_iou: 1.1066, d3.loss_cls: 1.8524, d3.loss_bbox: 0.7263, d3.loss_iou: 1.0944, d4.loss_cls: 1.8344, d4.loss_bbox: 0.7196, d4.loss_iou: 1.0881, loss: 22.3335, grad_norm: 11.7727 -2022-10-26 22:40:20,521 - mmdet - INFO - Epoch [43][350/1849] lr: 2.000e-05, eta: 0:33:06, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.8371, loss_bbox: 0.7244, loss_iou: 1.0872, d0.loss_cls: 1.9564, d0.loss_bbox: 0.7826, d0.loss_iou: 1.1584, d1.loss_cls: 1.9211, d1.loss_bbox: 0.7611, d1.loss_iou: 1.1318, d2.loss_cls: 1.8849, d2.loss_bbox: 0.7437, d2.loss_iou: 1.1087, d3.loss_cls: 1.8619, d3.loss_bbox: 0.7332, d3.loss_iou: 1.0967, d4.loss_cls: 1.8469, d4.loss_bbox: 0.7267, d4.loss_iou: 1.0906, loss: 22.4532, grad_norm: 11.7616 -2022-10-26 22:40:27,412 - mmdet - INFO - Epoch [43][400/1849] lr: 2.000e-05, eta: 0:32:59, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8419, loss_bbox: 0.7256, loss_iou: 1.0872, d0.loss_cls: 1.9672, d0.loss_bbox: 0.7833, d0.loss_iou: 1.1604, d1.loss_cls: 1.9289, d1.loss_bbox: 0.7617, d1.loss_iou: 1.1322, d2.loss_cls: 1.8933, d2.loss_bbox: 0.7440, d2.loss_iou: 1.1084, d3.loss_cls: 1.8697, d3.loss_bbox: 0.7340, d3.loss_iou: 1.0971, d4.loss_cls: 1.8510, d4.loss_bbox: 0.7281, d4.loss_iou: 1.0905, loss: 22.5045, grad_norm: 11.2133 -2022-10-26 22:40:34,162 - mmdet - INFO - Epoch [43][450/1849] lr: 2.000e-05, eta: 0:32:52, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.8288, loss_bbox: 0.7218, loss_iou: 1.0901, d0.loss_cls: 1.9484, d0.loss_bbox: 0.7794, d0.loss_iou: 1.1616, d1.loss_cls: 1.9127, d1.loss_bbox: 0.7578, d1.loss_iou: 1.1350, d2.loss_cls: 1.8790, d2.loss_bbox: 0.7406, d2.loss_iou: 1.1119, d3.loss_cls: 1.8559, d3.loss_bbox: 0.7299, d3.loss_iou: 1.1000, d4.loss_cls: 1.8386, d4.loss_bbox: 0.7239, d4.loss_iou: 1.0927, loss: 22.4080, grad_norm: 12.7438 -2022-10-26 22:40:40,850 - mmdet - INFO - Epoch [43][500/1849] lr: 2.000e-05, eta: 0:32:45, time: 0.134, data_time: 0.004, memory: 4401, loss_cls: 1.8374, loss_bbox: 0.7204, loss_iou: 1.0867, d0.loss_cls: 1.9613, d0.loss_bbox: 0.7777, d0.loss_iou: 1.1590, d1.loss_cls: 1.9237, d1.loss_bbox: 0.7581, d1.loss_iou: 1.1328, d2.loss_cls: 1.8845, d2.loss_bbox: 0.7394, d2.loss_iou: 1.1085, d3.loss_cls: 1.8630, d3.loss_bbox: 0.7292, d3.loss_iou: 1.0970, d4.loss_cls: 1.8468, d4.loss_bbox: 0.7229, d4.loss_iou: 1.0902, loss: 22.4385, grad_norm: 11.9096 -2022-10-26 22:40:47,431 - mmdet - INFO - Epoch [43][550/1849] lr: 2.000e-05, eta: 0:32:38, time: 0.132, data_time: 0.004, memory: 4401, loss_cls: 1.8318, loss_bbox: 0.7187, loss_iou: 1.0844, d0.loss_cls: 1.9554, d0.loss_bbox: 0.7769, d0.loss_iou: 1.1565, d1.loss_cls: 1.9174, d1.loss_bbox: 0.7544, d1.loss_iou: 1.1279, d2.loss_cls: 1.8810, d2.loss_bbox: 0.7372, d2.loss_iou: 1.1050, d3.loss_cls: 1.8589, d3.loss_bbox: 0.7269, d3.loss_iou: 1.0939, d4.loss_cls: 1.8408, d4.loss_bbox: 0.7210, d4.loss_iou: 1.0874, loss: 22.3754, grad_norm: 11.4829 -2022-10-26 22:40:54,299 - mmdet - INFO - Epoch [43][600/1849] lr: 2.000e-05, eta: 0:32:32, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.8417, loss_bbox: 0.7188, loss_iou: 1.0875, d0.loss_cls: 1.9643, d0.loss_bbox: 0.7775, d0.loss_iou: 1.1614, d1.loss_cls: 1.9296, d1.loss_bbox: 0.7566, d1.loss_iou: 1.1333, d2.loss_cls: 1.8927, d2.loss_bbox: 0.7388, d2.loss_iou: 1.1087, d3.loss_cls: 1.8679, d3.loss_bbox: 0.7280, d3.loss_iou: 1.0975, d4.loss_cls: 1.8509, d4.loss_bbox: 0.7215, d4.loss_iou: 1.0908, loss: 22.4676, grad_norm: 11.8017 -2022-10-26 22:41:01,309 - mmdet - INFO - Epoch [43][650/1849] lr: 2.000e-05, eta: 0:32:25, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.8330, loss_bbox: 0.7173, loss_iou: 1.0863, d0.loss_cls: 1.9541, d0.loss_bbox: 0.7766, d0.loss_iou: 1.1595, d1.loss_cls: 1.9203, d1.loss_bbox: 0.7550, d1.loss_iou: 1.1319, d2.loss_cls: 1.8843, d2.loss_bbox: 0.7374, d2.loss_iou: 1.1072, d3.loss_cls: 1.8615, d3.loss_bbox: 0.7256, d3.loss_iou: 1.0958, d4.loss_cls: 1.8432, d4.loss_bbox: 0.7200, d4.loss_iou: 1.0890, loss: 22.3979, grad_norm: 11.4657 -2022-10-26 22:41:08,342 - mmdet - INFO - Epoch [43][700/1849] lr: 2.000e-05, eta: 0:32:18, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8347, loss_bbox: 0.7203, loss_iou: 1.0868, d0.loss_cls: 1.9600, d0.loss_bbox: 0.7793, d0.loss_iou: 1.1591, d1.loss_cls: 1.9199, d1.loss_bbox: 0.7584, d1.loss_iou: 1.1321, d2.loss_cls: 1.8875, d2.loss_bbox: 0.7399, d2.loss_iou: 1.1070, d3.loss_cls: 1.8611, d3.loss_bbox: 0.7293, d3.loss_iou: 1.0960, d4.loss_cls: 1.8467, d4.loss_bbox: 0.7230, d4.loss_iou: 1.0894, loss: 22.4305, grad_norm: 11.6858 -2022-10-26 22:41:15,339 - mmdet - INFO - Epoch [43][750/1849] lr: 2.000e-05, eta: 0:32:11, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.8167, loss_bbox: 0.7195, loss_iou: 1.0873, d0.loss_cls: 1.9404, d0.loss_bbox: 0.7787, d0.loss_iou: 1.1594, d1.loss_cls: 1.9025, d1.loss_bbox: 0.7570, d1.loss_iou: 1.1321, d2.loss_cls: 1.8667, d2.loss_bbox: 0.7395, d2.loss_iou: 1.1082, d3.loss_cls: 1.8427, d3.loss_bbox: 0.7287, d3.loss_iou: 1.0971, d4.loss_cls: 1.8276, d4.loss_bbox: 0.7222, d4.loss_iou: 1.0900, loss: 22.3165, grad_norm: 11.1906 -2022-10-26 22:41:22,211 - mmdet - INFO - Epoch [43][800/1849] lr: 2.000e-05, eta: 0:32:04, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.8465, loss_bbox: 0.7213, loss_iou: 1.0898, d0.loss_cls: 1.9693, d0.loss_bbox: 0.7793, d0.loss_iou: 1.1628, d1.loss_cls: 1.9342, d1.loss_bbox: 0.7589, d1.loss_iou: 1.1368, d2.loss_cls: 1.8997, d2.loss_bbox: 0.7412, d2.loss_iou: 1.1119, d3.loss_cls: 1.8726, d3.loss_bbox: 0.7302, d3.loss_iou: 1.1003, d4.loss_cls: 1.8580, d4.loss_bbox: 0.7238, d4.loss_iou: 1.0931, loss: 22.5296, grad_norm: 11.8337 -2022-10-26 22:41:29,272 - mmdet - INFO - Epoch [43][850/1849] lr: 2.000e-05, eta: 0:31:57, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.8376, loss_bbox: 0.7206, loss_iou: 1.0889, d0.loss_cls: 1.9592, d0.loss_bbox: 0.7785, d0.loss_iou: 1.1608, d1.loss_cls: 1.9238, d1.loss_bbox: 0.7572, d1.loss_iou: 1.1341, d2.loss_cls: 1.8900, d2.loss_bbox: 0.7399, d2.loss_iou: 1.1096, d3.loss_cls: 1.8644, d3.loss_bbox: 0.7287, d3.loss_iou: 1.0982, d4.loss_cls: 1.8479, d4.loss_bbox: 0.7230, d4.loss_iou: 1.0922, loss: 22.4547, grad_norm: 11.7123 -2022-10-26 22:41:36,327 - mmdet - INFO - Epoch [43][900/1849] lr: 2.000e-05, eta: 0:31:50, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8413, loss_bbox: 0.7217, loss_iou: 1.0851, d0.loss_cls: 1.9656, d0.loss_bbox: 0.7800, d0.loss_iou: 1.1590, d1.loss_cls: 1.9298, d1.loss_bbox: 0.7585, d1.loss_iou: 1.1310, d2.loss_cls: 1.8940, d2.loss_bbox: 0.7412, d2.loss_iou: 1.1058, d3.loss_cls: 1.8683, d3.loss_bbox: 0.7302, d3.loss_iou: 1.0945, d4.loss_cls: 1.8517, d4.loss_bbox: 0.7238, d4.loss_iou: 1.0883, loss: 22.4699, grad_norm: 11.4761 -2022-10-26 22:41:43,453 - mmdet - INFO - Epoch [43][950/1849] lr: 2.000e-05, eta: 0:31:44, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.8368, loss_bbox: 0.7217, loss_iou: 1.0906, d0.loss_cls: 1.9619, d0.loss_bbox: 0.7795, d0.loss_iou: 1.1630, d1.loss_cls: 1.9233, d1.loss_bbox: 0.7584, d1.loss_iou: 1.1352, d2.loss_cls: 1.8855, d2.loss_bbox: 0.7408, d2.loss_iou: 1.1116, d3.loss_cls: 1.8624, d3.loss_bbox: 0.7303, d3.loss_iou: 1.1005, d4.loss_cls: 1.8473, d4.loss_bbox: 0.7244, d4.loss_iou: 1.0934, loss: 22.4666, grad_norm: 12.1923 -2022-10-26 22:41:50,520 - mmdet - INFO - Epoch [43][1000/1849] lr: 2.000e-05, eta: 0:31:37, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8397, loss_bbox: 0.7196, loss_iou: 1.0886, d0.loss_cls: 1.9630, d0.loss_bbox: 0.7786, d0.loss_iou: 1.1619, d1.loss_cls: 1.9301, d1.loss_bbox: 0.7579, d1.loss_iou: 1.1342, d2.loss_cls: 1.8915, d2.loss_bbox: 0.7398, d2.loss_iou: 1.1105, d3.loss_cls: 1.8674, d3.loss_bbox: 0.7282, d3.loss_iou: 1.0989, d4.loss_cls: 1.8498, d4.loss_bbox: 0.7219, d4.loss_iou: 1.0916, loss: 22.4731, grad_norm: 11.6933 -2022-10-26 22:41:57,487 - mmdet - INFO - Epoch [43][1050/1849] lr: 2.000e-05, eta: 0:31:30, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8288, loss_bbox: 0.7181, loss_iou: 1.0835, d0.loss_cls: 1.9472, d0.loss_bbox: 0.7761, d0.loss_iou: 1.1572, d1.loss_cls: 1.9130, d1.loss_bbox: 0.7543, d1.loss_iou: 1.1284, d2.loss_cls: 1.8788, d2.loss_bbox: 0.7368, d2.loss_iou: 1.1048, d3.loss_cls: 1.8551, d3.loss_bbox: 0.7268, d3.loss_iou: 1.0933, d4.loss_cls: 1.8395, d4.loss_bbox: 0.7209, d4.loss_iou: 1.0862, loss: 22.3488, grad_norm: 12.0522 -2022-10-26 22:42:04,439 - mmdet - INFO - Epoch [43][1100/1849] lr: 2.000e-05, eta: 0:31:23, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8336, loss_bbox: 0.7218, loss_iou: 1.0896, d0.loss_cls: 1.9592, d0.loss_bbox: 0.7797, d0.loss_iou: 1.1621, d1.loss_cls: 1.9209, d1.loss_bbox: 0.7571, d1.loss_iou: 1.1340, d2.loss_cls: 1.8846, d2.loss_bbox: 0.7404, d2.loss_iou: 1.1106, d3.loss_cls: 1.8606, d3.loss_bbox: 0.7298, d3.loss_iou: 1.1000, d4.loss_cls: 1.8454, d4.loss_bbox: 0.7238, d4.loss_iou: 1.0925, loss: 22.4458, grad_norm: 12.1283 -2022-10-26 22:42:11,408 - mmdet - INFO - Epoch [43][1150/1849] lr: 2.000e-05, eta: 0:31:16, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8355, loss_bbox: 0.7170, loss_iou: 1.0811, d0.loss_cls: 1.9587, d0.loss_bbox: 0.7756, d0.loss_iou: 1.1538, d1.loss_cls: 1.9217, d1.loss_bbox: 0.7545, d1.loss_iou: 1.1270, d2.loss_cls: 1.8846, d2.loss_bbox: 0.7367, d2.loss_iou: 1.1026, d3.loss_cls: 1.8608, d3.loss_bbox: 0.7256, d3.loss_iou: 1.0907, d4.loss_cls: 1.8461, d4.loss_bbox: 0.7195, d4.loss_iou: 1.0840, loss: 22.3757, grad_norm: 12.2233 -2022-10-26 22:42:18,280 - mmdet - INFO - Epoch [43][1200/1849] lr: 2.000e-05, eta: 0:31:09, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.8400, loss_bbox: 0.7216, loss_iou: 1.0910, d0.loss_cls: 1.9634, d0.loss_bbox: 0.7793, d0.loss_iou: 1.1643, d1.loss_cls: 1.9266, d1.loss_bbox: 0.7578, d1.loss_iou: 1.1363, d2.loss_cls: 1.8906, d2.loss_bbox: 0.7404, d2.loss_iou: 1.1127, d3.loss_cls: 1.8661, d3.loss_bbox: 0.7302, d3.loss_iou: 1.1014, d4.loss_cls: 1.8521, d4.loss_bbox: 0.7237, d4.loss_iou: 1.0944, loss: 22.4921, grad_norm: 11.5582 -2022-10-26 22:42:25,145 - mmdet - INFO - Epoch [43][1250/1849] lr: 2.000e-05, eta: 0:31:02, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.8346, loss_bbox: 0.7189, loss_iou: 1.0848, d0.loss_cls: 1.9575, d0.loss_bbox: 0.7779, d0.loss_iou: 1.1590, d1.loss_cls: 1.9229, d1.loss_bbox: 0.7562, d1.loss_iou: 1.1303, d2.loss_cls: 1.8865, d2.loss_bbox: 0.7381, d2.loss_iou: 1.1056, d3.loss_cls: 1.8623, d3.loss_bbox: 0.7270, d3.loss_iou: 1.0946, d4.loss_cls: 1.8449, d4.loss_bbox: 0.7207, d4.loss_iou: 1.0882, loss: 22.4098, grad_norm: 13.3773 -2022-10-26 22:42:32,234 - mmdet - INFO - Epoch [43][1300/1849] lr: 2.000e-05, eta: 0:30:56, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8263, loss_bbox: 0.7155, loss_iou: 1.0804, d0.loss_cls: 1.9454, d0.loss_bbox: 0.7750, d0.loss_iou: 1.1537, d1.loss_cls: 1.9138, d1.loss_bbox: 0.7528, d1.loss_iou: 1.1261, d2.loss_cls: 1.8756, d2.loss_bbox: 0.7348, d2.loss_iou: 1.1019, d3.loss_cls: 1.8522, d3.loss_bbox: 0.7238, d3.loss_iou: 1.0905, d4.loss_cls: 1.8381, d4.loss_bbox: 0.7180, d4.loss_iou: 1.0832, loss: 22.3072, grad_norm: 11.3851 -2022-10-26 22:42:39,255 - mmdet - INFO - Epoch [43][1350/1849] lr: 2.000e-05, eta: 0:30:49, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8276, loss_bbox: 0.7167, loss_iou: 1.0838, d0.loss_cls: 1.9486, d0.loss_bbox: 0.7763, d0.loss_iou: 1.1570, d1.loss_cls: 1.9129, d1.loss_bbox: 0.7541, d1.loss_iou: 1.1291, d2.loss_cls: 1.8760, d2.loss_bbox: 0.7360, d2.loss_iou: 1.1053, d3.loss_cls: 1.8538, d3.loss_bbox: 0.7250, d3.loss_iou: 1.0934, d4.loss_cls: 1.8382, d4.loss_bbox: 0.7186, d4.loss_iou: 1.0867, loss: 22.3393, grad_norm: 12.8360 -2022-10-26 22:42:46,053 - mmdet - INFO - Epoch [43][1400/1849] lr: 2.000e-05, eta: 0:30:42, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.8347, loss_bbox: 0.7176, loss_iou: 1.0917, d0.loss_cls: 1.9629, d0.loss_bbox: 0.7757, d0.loss_iou: 1.1650, d1.loss_cls: 1.9253, d1.loss_bbox: 0.7531, d1.loss_iou: 1.1368, d2.loss_cls: 1.8864, d2.loss_bbox: 0.7364, d2.loss_iou: 1.1120, d3.loss_cls: 1.8651, d3.loss_bbox: 0.7257, d3.loss_iou: 1.1007, d4.loss_cls: 1.8466, d4.loss_bbox: 0.7199, d4.loss_iou: 1.0948, loss: 22.4506, grad_norm: 12.7553 -2022-10-26 22:42:52,899 - mmdet - INFO - Epoch [43][1450/1849] lr: 2.000e-05, eta: 0:30:35, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.8334, loss_bbox: 0.7188, loss_iou: 1.0852, d0.loss_cls: 1.9604, d0.loss_bbox: 0.7771, d0.loss_iou: 1.1589, d1.loss_cls: 1.9222, d1.loss_bbox: 0.7553, d1.loss_iou: 1.1313, d2.loss_cls: 1.8837, d2.loss_bbox: 0.7380, d2.loss_iou: 1.1066, d3.loss_cls: 1.8604, d3.loss_bbox: 0.7271, d3.loss_iou: 1.0951, d4.loss_cls: 1.8422, d4.loss_bbox: 0.7212, d4.loss_iou: 1.0884, loss: 22.4052, grad_norm: 12.1326 -2022-10-26 22:42:59,721 - mmdet - INFO - Epoch [43][1500/1849] lr: 2.000e-05, eta: 0:30:28, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.8251, loss_bbox: 0.7189, loss_iou: 1.0858, d0.loss_cls: 1.9448, d0.loss_bbox: 0.7789, d0.loss_iou: 1.1592, d1.loss_cls: 1.9116, d1.loss_bbox: 0.7561, d1.loss_iou: 1.1301, d2.loss_cls: 1.8754, d2.loss_bbox: 0.7387, d2.loss_iou: 1.1072, d3.loss_cls: 1.8520, d3.loss_bbox: 0.7276, d3.loss_iou: 1.0963, d4.loss_cls: 1.8342, d4.loss_bbox: 0.7216, d4.loss_iou: 1.0894, loss: 22.3531, grad_norm: 12.8829 -2022-10-26 22:43:06,580 - mmdet - INFO - Epoch [43][1550/1849] lr: 2.000e-05, eta: 0:30:21, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.8249, loss_bbox: 0.7176, loss_iou: 1.0851, d0.loss_cls: 1.9461, d0.loss_bbox: 0.7761, d0.loss_iou: 1.1583, d1.loss_cls: 1.9088, d1.loss_bbox: 0.7547, d1.loss_iou: 1.1304, d2.loss_cls: 1.8735, d2.loss_bbox: 0.7369, d2.loss_iou: 1.1052, d3.loss_cls: 1.8513, d3.loss_bbox: 0.7260, d3.loss_iou: 1.0947, d4.loss_cls: 1.8344, d4.loss_bbox: 0.7197, d4.loss_iou: 1.0881, loss: 22.3318, grad_norm: 11.7551 -2022-10-26 22:43:13,574 - mmdet - INFO - Epoch [43][1600/1849] lr: 2.000e-05, eta: 0:30:14, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.8350, loss_bbox: 0.7238, loss_iou: 1.0885, d0.loss_cls: 1.9580, d0.loss_bbox: 0.7814, d0.loss_iou: 1.1607, d1.loss_cls: 1.9217, d1.loss_bbox: 0.7596, d1.loss_iou: 1.1330, d2.loss_cls: 1.8848, d2.loss_bbox: 0.7418, d2.loss_iou: 1.1094, d3.loss_cls: 1.8623, d3.loss_bbox: 0.7318, d3.loss_iou: 1.0980, d4.loss_cls: 1.8469, d4.loss_bbox: 0.7259, d4.loss_iou: 1.0918, loss: 22.4543, grad_norm: 12.4616 -2022-10-26 22:43:20,502 - mmdet - INFO - Epoch [43][1650/1849] lr: 2.000e-05, eta: 0:30:07, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8407, loss_bbox: 0.7193, loss_iou: 1.0842, d0.loss_cls: 1.9661, d0.loss_bbox: 0.7794, d0.loss_iou: 1.1572, d1.loss_cls: 1.9314, d1.loss_bbox: 0.7569, d1.loss_iou: 1.1301, d2.loss_cls: 1.8931, d2.loss_bbox: 0.7394, d2.loss_iou: 1.1055, d3.loss_cls: 1.8705, d3.loss_bbox: 0.7282, d3.loss_iou: 1.0941, d4.loss_cls: 1.8517, d4.loss_bbox: 0.7216, d4.loss_iou: 1.0870, loss: 22.4563, grad_norm: 11.8657 -2022-10-26 22:43:27,471 - mmdet - INFO - Epoch [43][1700/1849] lr: 2.000e-05, eta: 0:30:01, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8203, loss_bbox: 0.7206, loss_iou: 1.0894, d0.loss_cls: 1.9444, d0.loss_bbox: 0.7783, d0.loss_iou: 1.1611, d1.loss_cls: 1.9062, d1.loss_bbox: 0.7575, d1.loss_iou: 1.1348, d2.loss_cls: 1.8730, d2.loss_bbox: 0.7391, d2.loss_iou: 1.1098, d3.loss_cls: 1.8479, d3.loss_bbox: 0.7290, d3.loss_iou: 1.0991, d4.loss_cls: 1.8309, d4.loss_bbox: 0.7228, d4.loss_iou: 1.0925, loss: 22.3566, grad_norm: 12.3239 -2022-10-26 22:43:34,371 - mmdet - INFO - Epoch [43][1750/1849] lr: 2.000e-05, eta: 0:29:54, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8300, loss_bbox: 0.7174, loss_iou: 1.0837, d0.loss_cls: 1.9550, d0.loss_bbox: 0.7779, d0.loss_iou: 1.1600, d1.loss_cls: 1.9166, d1.loss_bbox: 0.7554, d1.loss_iou: 1.1292, d2.loss_cls: 1.8824, d2.loss_bbox: 0.7372, d2.loss_iou: 1.1050, d3.loss_cls: 1.8573, d3.loss_bbox: 0.7267, d3.loss_iou: 1.0942, d4.loss_cls: 1.8397, d4.loss_bbox: 0.7200, d4.loss_iou: 1.0872, loss: 22.3748, grad_norm: 12.4691 -2022-10-26 22:43:41,293 - mmdet - INFO - Epoch [43][1800/1849] lr: 2.000e-05, eta: 0:29:47, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8296, loss_bbox: 0.7184, loss_iou: 1.0875, d0.loss_cls: 1.9488, d0.loss_bbox: 0.7756, d0.loss_iou: 1.1612, d1.loss_cls: 1.9148, d1.loss_bbox: 0.7551, d1.loss_iou: 1.1323, d2.loss_cls: 1.8780, d2.loss_bbox: 0.7372, d2.loss_iou: 1.1082, d3.loss_cls: 1.8562, d3.loss_bbox: 0.7266, d3.loss_iou: 1.0971, d4.loss_cls: 1.8384, d4.loss_bbox: 0.7204, d4.loss_iou: 1.0909, loss: 22.3762, grad_norm: 12.3301 -2022-10-26 22:43:48,268 - mmdet - INFO - Saving checkpoint at 43 epochs -2022-10-26 22:43:59,095 - mmdet - INFO - Epoch [44][50/1849] lr: 2.000e-05, eta: 0:29:33, time: 0.204, data_time: 0.063, memory: 4401, loss_cls: 1.8289, loss_bbox: 0.7154, loss_iou: 1.0800, d0.loss_cls: 1.9553, d0.loss_bbox: 0.7757, d0.loss_iou: 1.1531, d1.loss_cls: 1.9174, d1.loss_bbox: 0.7538, d1.loss_iou: 1.1258, d2.loss_cls: 1.8849, d2.loss_bbox: 0.7349, d2.loss_iou: 1.1010, d3.loss_cls: 1.8570, d3.loss_bbox: 0.7245, d3.loss_iou: 1.0900, d4.loss_cls: 1.8395, d4.loss_bbox: 0.7176, d4.loss_iou: 1.0831, loss: 22.3379, grad_norm: 11.7263 -2022-10-26 22:44:06,248 - mmdet - INFO - Epoch [44][100/1849] lr: 2.000e-05, eta: 0:29:26, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.8281, loss_bbox: 0.7165, loss_iou: 1.0857, d0.loss_cls: 1.9488, d0.loss_bbox: 0.7755, d0.loss_iou: 1.1600, d1.loss_cls: 1.9123, d1.loss_bbox: 0.7543, d1.loss_iou: 1.1315, d2.loss_cls: 1.8784, d2.loss_bbox: 0.7361, d2.loss_iou: 1.1076, d3.loss_cls: 1.8511, d3.loss_bbox: 0.7251, d3.loss_iou: 1.0962, d4.loss_cls: 1.8378, d4.loss_bbox: 0.7187, d4.loss_iou: 1.0888, loss: 22.3523, grad_norm: 12.1941 -2022-10-26 22:44:13,557 - mmdet - INFO - Epoch [44][150/1849] lr: 2.000e-05, eta: 0:29:19, time: 0.146, data_time: 0.004, memory: 4401, loss_cls: 1.8312, loss_bbox: 0.7165, loss_iou: 1.0808, d0.loss_cls: 1.9527, d0.loss_bbox: 0.7756, d0.loss_iou: 1.1541, d1.loss_cls: 1.9166, d1.loss_bbox: 0.7539, d1.loss_iou: 1.1259, d2.loss_cls: 1.8829, d2.loss_bbox: 0.7359, d2.loss_iou: 1.1015, d3.loss_cls: 1.8577, d3.loss_bbox: 0.7248, d3.loss_iou: 1.0908, d4.loss_cls: 1.8437, d4.loss_bbox: 0.7186, d4.loss_iou: 1.0840, loss: 22.3472, grad_norm: 11.5038 -2022-10-26 22:44:20,559 - mmdet - INFO - Epoch [44][200/1849] lr: 2.000e-05, eta: 0:29:12, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8355, loss_bbox: 0.7235, loss_iou: 1.0866, d0.loss_cls: 1.9547, d0.loss_bbox: 0.7814, d0.loss_iou: 1.1594, d1.loss_cls: 1.9192, d1.loss_bbox: 0.7600, d1.loss_iou: 1.1309, d2.loss_cls: 1.8844, d2.loss_bbox: 0.7417, d2.loss_iou: 1.1075, d3.loss_cls: 1.8598, d3.loss_bbox: 0.7315, d3.loss_iou: 1.0960, d4.loss_cls: 1.8459, d4.loss_bbox: 0.7260, d4.loss_iou: 1.0891, loss: 22.4329, grad_norm: 12.3514 -2022-10-26 22:44:27,457 - mmdet - INFO - Epoch [44][250/1849] lr: 2.000e-05, eta: 0:29:05, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8408, loss_bbox: 0.7203, loss_iou: 1.0894, d0.loss_cls: 1.9621, d0.loss_bbox: 0.7788, d0.loss_iou: 1.1629, d1.loss_cls: 1.9266, d1.loss_bbox: 0.7569, d1.loss_iou: 1.1350, d2.loss_cls: 1.8912, d2.loss_bbox: 0.7396, d2.loss_iou: 1.1107, d3.loss_cls: 1.8671, d3.loss_bbox: 0.7285, d3.loss_iou: 1.1000, d4.loss_cls: 1.8499, d4.loss_bbox: 0.7223, d4.loss_iou: 1.0925, loss: 22.4748, grad_norm: 12.7650 -2022-10-26 22:44:34,535 - mmdet - INFO - Epoch [44][300/1849] lr: 2.000e-05, eta: 0:28:58, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8496, loss_bbox: 0.7197, loss_iou: 1.0863, d0.loss_cls: 1.9698, d0.loss_bbox: 0.7778, d0.loss_iou: 1.1580, d1.loss_cls: 1.9361, d1.loss_bbox: 0.7564, d1.loss_iou: 1.1310, d2.loss_cls: 1.8989, d2.loss_bbox: 0.7385, d2.loss_iou: 1.1068, d3.loss_cls: 1.8755, d3.loss_bbox: 0.7281, d3.loss_iou: 1.0958, d4.loss_cls: 1.8605, d4.loss_bbox: 0.7221, d4.loss_iou: 1.0895, loss: 22.5003, grad_norm: 13.0891 -2022-10-26 22:44:41,576 - mmdet - INFO - Epoch [44][350/1849] lr: 2.000e-05, eta: 0:28:52, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8356, loss_bbox: 0.7217, loss_iou: 1.0856, d0.loss_cls: 1.9609, d0.loss_bbox: 0.7804, d0.loss_iou: 1.1592, d1.loss_cls: 1.9206, d1.loss_bbox: 0.7591, d1.loss_iou: 1.1311, d2.loss_cls: 1.8864, d2.loss_bbox: 0.7411, d2.loss_iou: 1.1070, d3.loss_cls: 1.8623, d3.loss_bbox: 0.7300, d3.loss_iou: 1.0957, d4.loss_cls: 1.8454, d4.loss_bbox: 0.7239, d4.loss_iou: 1.0888, loss: 22.4348, grad_norm: 15.9151 -2022-10-26 22:44:48,575 - mmdet - INFO - Epoch [44][400/1849] lr: 2.000e-05, eta: 0:28:45, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8171, loss_bbox: 0.7189, loss_iou: 1.0868, d0.loss_cls: 1.9405, d0.loss_bbox: 0.7767, d0.loss_iou: 1.1602, d1.loss_cls: 1.9017, d1.loss_bbox: 0.7552, d1.loss_iou: 1.1334, d2.loss_cls: 1.8674, d2.loss_bbox: 0.7380, d2.loss_iou: 1.1082, d3.loss_cls: 1.8441, d3.loss_bbox: 0.7273, d3.loss_iou: 1.0967, d4.loss_cls: 1.8289, d4.loss_bbox: 0.7205, d4.loss_iou: 1.0898, loss: 22.3114, grad_norm: 12.6163 -2022-10-26 22:44:55,382 - mmdet - INFO - Epoch [44][450/1849] lr: 2.000e-05, eta: 0:28:38, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.8347, loss_bbox: 0.7151, loss_iou: 1.0823, d0.loss_cls: 1.9573, d0.loss_bbox: 0.7731, d0.loss_iou: 1.1556, d1.loss_cls: 1.9236, d1.loss_bbox: 0.7531, d1.loss_iou: 1.1285, d2.loss_cls: 1.8857, d2.loss_bbox: 0.7350, d2.loss_iou: 1.1042, d3.loss_cls: 1.8612, d3.loss_bbox: 0.7241, d3.loss_iou: 1.0923, d4.loss_cls: 1.8463, d4.loss_bbox: 0.7176, d4.loss_iou: 1.0855, loss: 22.3751, grad_norm: 11.7831 -2022-10-26 22:45:02,142 - mmdet - INFO - Epoch [44][500/1849] lr: 2.000e-05, eta: 0:28:31, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.8198, loss_bbox: 0.7178, loss_iou: 1.0838, d0.loss_cls: 1.9429, d0.loss_bbox: 0.7776, d0.loss_iou: 1.1579, d1.loss_cls: 1.9054, d1.loss_bbox: 0.7545, d1.loss_iou: 1.1295, d2.loss_cls: 1.8728, d2.loss_bbox: 0.7376, d2.loss_iou: 1.1054, d3.loss_cls: 1.8488, d3.loss_bbox: 0.7257, d3.loss_iou: 1.0936, d4.loss_cls: 1.8318, d4.loss_bbox: 0.7199, d4.loss_iou: 1.0869, loss: 22.3117, grad_norm: 12.8002 -2022-10-26 22:45:08,876 - mmdet - INFO - Epoch [44][550/1849] lr: 2.000e-05, eta: 0:28:24, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.8337, loss_bbox: 0.7220, loss_iou: 1.0863, d0.loss_cls: 1.9586, d0.loss_bbox: 0.7802, d0.loss_iou: 1.1594, d1.loss_cls: 1.9208, d1.loss_bbox: 0.7590, d1.loss_iou: 1.1321, d2.loss_cls: 1.8850, d2.loss_bbox: 0.7413, d2.loss_iou: 1.1076, d3.loss_cls: 1.8603, d3.loss_bbox: 0.7306, d3.loss_iou: 1.0965, d4.loss_cls: 1.8421, d4.loss_bbox: 0.7243, d4.loss_iou: 1.0896, loss: 22.4295, grad_norm: 11.4111 -2022-10-26 22:45:15,767 - mmdet - INFO - Epoch [44][600/1849] lr: 2.000e-05, eta: 0:28:17, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8343, loss_bbox: 0.7194, loss_iou: 1.0868, d0.loss_cls: 1.9566, d0.loss_bbox: 0.7785, d0.loss_iou: 1.1608, d1.loss_cls: 1.9193, d1.loss_bbox: 0.7574, d1.loss_iou: 1.1320, d2.loss_cls: 1.8848, d2.loss_bbox: 0.7396, d2.loss_iou: 1.1079, d3.loss_cls: 1.8619, d3.loss_bbox: 0.7284, d3.loss_iou: 1.0971, d4.loss_cls: 1.8442, d4.loss_bbox: 0.7217, d4.loss_iou: 1.0899, loss: 22.4204, grad_norm: 11.8037 -2022-10-26 22:45:22,958 - mmdet - INFO - Epoch [44][650/1849] lr: 2.000e-05, eta: 0:28:10, time: 0.144, data_time: 0.004, memory: 4401, loss_cls: 1.8261, loss_bbox: 0.7154, loss_iou: 1.0829, d0.loss_cls: 1.9504, d0.loss_bbox: 0.7740, d0.loss_iou: 1.1583, d1.loss_cls: 1.9123, d1.loss_bbox: 0.7533, d1.loss_iou: 1.1294, d2.loss_cls: 1.8743, d2.loss_bbox: 0.7343, d2.loss_iou: 1.1052, d3.loss_cls: 1.8530, d3.loss_bbox: 0.7236, d3.loss_iou: 1.0931, d4.loss_cls: 1.8371, d4.loss_bbox: 0.7175, d4.loss_iou: 1.0860, loss: 22.3260, grad_norm: 11.5261 -2022-10-26 22:45:29,833 - mmdet - INFO - Epoch [44][700/1849] lr: 2.000e-05, eta: 0:28:03, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.8342, loss_bbox: 0.7183, loss_iou: 1.0848, d0.loss_cls: 1.9561, d0.loss_bbox: 0.7775, d0.loss_iou: 1.1596, d1.loss_cls: 1.9190, d1.loss_bbox: 0.7557, d1.loss_iou: 1.1307, d2.loss_cls: 1.8852, d2.loss_bbox: 0.7378, d2.loss_iou: 1.1067, d3.loss_cls: 1.8599, d3.loss_bbox: 0.7268, d3.loss_iou: 1.0951, d4.loss_cls: 1.8442, d4.loss_bbox: 0.7204, d4.loss_iou: 1.0879, loss: 22.3999, grad_norm: 11.8748 -2022-10-26 22:45:36,671 - mmdet - INFO - Epoch [44][750/1849] lr: 2.000e-05, eta: 0:27:57, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.8283, loss_bbox: 0.7164, loss_iou: 1.0846, d0.loss_cls: 1.9488, d0.loss_bbox: 0.7741, d0.loss_iou: 1.1569, d1.loss_cls: 1.9148, d1.loss_bbox: 0.7538, d1.loss_iou: 1.1286, d2.loss_cls: 1.8812, d2.loss_bbox: 0.7355, d2.loss_iou: 1.1051, d3.loss_cls: 1.8551, d3.loss_bbox: 0.7250, d3.loss_iou: 1.0942, d4.loss_cls: 1.8386, d4.loss_bbox: 0.7190, d4.loss_iou: 1.0875, loss: 22.3474, grad_norm: 12.2566 -2022-10-26 22:45:43,481 - mmdet - INFO - Epoch [44][800/1849] lr: 2.000e-05, eta: 0:27:50, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.8161, loss_bbox: 0.7174, loss_iou: 1.0861, d0.loss_cls: 1.9394, d0.loss_bbox: 0.7771, d0.loss_iou: 1.1593, d1.loss_cls: 1.9019, d1.loss_bbox: 0.7553, d1.loss_iou: 1.1327, d2.loss_cls: 1.8652, d2.loss_bbox: 0.7373, d2.loss_iou: 1.1082, d3.loss_cls: 1.8440, d3.loss_bbox: 0.7263, d3.loss_iou: 1.0961, d4.loss_cls: 1.8253, d4.loss_bbox: 0.7202, d4.loss_iou: 1.0893, loss: 22.2973, grad_norm: 11.8611 -2022-10-26 22:45:50,677 - mmdet - INFO - Epoch [44][850/1849] lr: 2.000e-05, eta: 0:27:43, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.8257, loss_bbox: 0.7231, loss_iou: 1.0851, d0.loss_cls: 1.9469, d0.loss_bbox: 0.7812, d0.loss_iou: 1.1579, d1.loss_cls: 1.9125, d1.loss_bbox: 0.7593, d1.loss_iou: 1.1297, d2.loss_cls: 1.8766, d2.loss_bbox: 0.7420, d2.loss_iou: 1.1054, d3.loss_cls: 1.8509, d3.loss_bbox: 0.7314, d3.loss_iou: 1.0950, d4.loss_cls: 1.8355, d4.loss_bbox: 0.7251, d4.loss_iou: 1.0882, loss: 22.3717, grad_norm: 11.7610 -2022-10-26 22:45:57,837 - mmdet - INFO - Epoch [44][900/1849] lr: 2.000e-05, eta: 0:27:36, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.8280, loss_bbox: 0.7180, loss_iou: 1.0836, d0.loss_cls: 1.9533, d0.loss_bbox: 0.7776, d0.loss_iou: 1.1565, d1.loss_cls: 1.9169, d1.loss_bbox: 0.7558, d1.loss_iou: 1.1282, d2.loss_cls: 1.8775, d2.loss_bbox: 0.7372, d2.loss_iou: 1.1039, d3.loss_cls: 1.8538, d3.loss_bbox: 0.7262, d3.loss_iou: 1.0932, d4.loss_cls: 1.8372, d4.loss_bbox: 0.7205, d4.loss_iou: 1.0872, loss: 22.3547, grad_norm: 12.6180 -2022-10-26 22:46:04,642 - mmdet - INFO - Epoch [44][950/1849] lr: 2.000e-05, eta: 0:27:29, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.8293, loss_bbox: 0.7190, loss_iou: 1.0897, d0.loss_cls: 1.9517, d0.loss_bbox: 0.7761, d0.loss_iou: 1.1613, d1.loss_cls: 1.9180, d1.loss_bbox: 0.7555, d1.loss_iou: 1.1345, d2.loss_cls: 1.8797, d2.loss_bbox: 0.7384, d2.loss_iou: 1.1107, d3.loss_cls: 1.8580, d3.loss_bbox: 0.7276, d3.loss_iou: 1.0996, d4.loss_cls: 1.8402, d4.loss_bbox: 0.7211, d4.loss_iou: 1.0927, loss: 22.4031, grad_norm: 12.6343 -2022-10-26 22:46:11,455 - mmdet - INFO - Epoch [44][1000/1849] lr: 2.000e-05, eta: 0:27:22, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.8398, loss_bbox: 0.7167, loss_iou: 1.0846, d0.loss_cls: 1.9639, d0.loss_bbox: 0.7762, d0.loss_iou: 1.1589, d1.loss_cls: 1.9258, d1.loss_bbox: 0.7531, d1.loss_iou: 1.1303, d2.loss_cls: 1.8900, d2.loss_bbox: 0.7364, d2.loss_iou: 1.1055, d3.loss_cls: 1.8667, d3.loss_bbox: 0.7255, d3.loss_iou: 1.0944, d4.loss_cls: 1.8505, d4.loss_bbox: 0.7188, d4.loss_iou: 1.0873, loss: 22.4242, grad_norm: 11.7923 -2022-10-26 22:46:18,308 - mmdet - INFO - Epoch [44][1050/1849] lr: 2.000e-05, eta: 0:27:15, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.8360, loss_bbox: 0.7205, loss_iou: 1.0869, d0.loss_cls: 1.9606, d0.loss_bbox: 0.7784, d0.loss_iou: 1.1607, d1.loss_cls: 1.9210, d1.loss_bbox: 0.7573, d1.loss_iou: 1.1335, d2.loss_cls: 1.8854, d2.loss_bbox: 0.7400, d2.loss_iou: 1.1089, d3.loss_cls: 1.8618, d3.loss_bbox: 0.7291, d3.loss_iou: 1.0973, d4.loss_cls: 1.8457, d4.loss_bbox: 0.7229, d4.loss_iou: 1.0900, loss: 22.4359, grad_norm: 12.7210 -2022-10-26 22:46:25,200 - mmdet - INFO - Epoch [44][1100/1849] lr: 2.000e-05, eta: 0:27:08, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8332, loss_bbox: 0.7149, loss_iou: 1.0812, d0.loss_cls: 1.9561, d0.loss_bbox: 0.7732, d0.loss_iou: 1.1552, d1.loss_cls: 1.9188, d1.loss_bbox: 0.7516, d1.loss_iou: 1.1269, d2.loss_cls: 1.8828, d2.loss_bbox: 0.7346, d2.loss_iou: 1.1028, d3.loss_cls: 1.8615, d3.loss_bbox: 0.7237, d3.loss_iou: 1.0913, d4.loss_cls: 1.8438, d4.loss_bbox: 0.7174, d4.loss_iou: 1.0847, loss: 22.3536, grad_norm: 11.8258 -2022-10-26 22:46:32,108 - mmdet - INFO - Epoch [44][1150/1849] lr: 2.000e-05, eta: 0:27:02, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8323, loss_bbox: 0.7173, loss_iou: 1.0849, d0.loss_cls: 1.9538, d0.loss_bbox: 0.7760, d0.loss_iou: 1.1566, d1.loss_cls: 1.9186, d1.loss_bbox: 0.7554, d1.loss_iou: 1.1298, d2.loss_cls: 1.8808, d2.loss_bbox: 0.7366, d2.loss_iou: 1.1059, d3.loss_cls: 1.8567, d3.loss_bbox: 0.7259, d3.loss_iou: 1.0951, d4.loss_cls: 1.8415, d4.loss_bbox: 0.7199, d4.loss_iou: 1.0882, loss: 22.3752, grad_norm: 13.3277 -2022-10-26 22:46:39,304 - mmdet - INFO - Epoch [44][1200/1849] lr: 2.000e-05, eta: 0:26:55, time: 0.144, data_time: 0.004, memory: 4401, loss_cls: 1.8278, loss_bbox: 0.7174, loss_iou: 1.0855, d0.loss_cls: 1.9513, d0.loss_bbox: 0.7769, d0.loss_iou: 1.1587, d1.loss_cls: 1.9157, d1.loss_bbox: 0.7546, d1.loss_iou: 1.1306, d2.loss_cls: 1.8793, d2.loss_bbox: 0.7365, d2.loss_iou: 1.1056, d3.loss_cls: 1.8541, d3.loss_bbox: 0.7256, d3.loss_iou: 1.0948, d4.loss_cls: 1.8388, d4.loss_bbox: 0.7196, d4.loss_iou: 1.0886, loss: 22.3612, grad_norm: 12.3100 -2022-10-26 22:46:46,186 - mmdet - INFO - Epoch [44][1250/1849] lr: 2.000e-05, eta: 0:26:48, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8337, loss_bbox: 0.7152, loss_iou: 1.0852, d0.loss_cls: 1.9571, d0.loss_bbox: 0.7737, d0.loss_iou: 1.1579, d1.loss_cls: 1.9204, d1.loss_bbox: 0.7521, d1.loss_iou: 1.1304, d2.loss_cls: 1.8857, d2.loss_bbox: 0.7340, d2.loss_iou: 1.1068, d3.loss_cls: 1.8613, d3.loss_bbox: 0.7236, d3.loss_iou: 1.0946, d4.loss_cls: 1.8432, d4.loss_bbox: 0.7171, d4.loss_iou: 1.0885, loss: 22.3803, grad_norm: 12.1779 -2022-10-26 22:46:53,096 - mmdet - INFO - Epoch [44][1300/1849] lr: 2.000e-05, eta: 0:26:41, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8143, loss_bbox: 0.7175, loss_iou: 1.0840, d0.loss_cls: 1.9370, d0.loss_bbox: 0.7757, d0.loss_iou: 1.1562, d1.loss_cls: 1.9021, d1.loss_bbox: 0.7539, d1.loss_iou: 1.1282, d2.loss_cls: 1.8649, d2.loss_bbox: 0.7370, d2.loss_iou: 1.1045, d3.loss_cls: 1.8409, d3.loss_bbox: 0.7264, d3.loss_iou: 1.0934, d4.loss_cls: 1.8229, d4.loss_bbox: 0.7201, d4.loss_iou: 1.0872, loss: 22.2661, grad_norm: 11.5554 -2022-10-26 22:46:59,808 - mmdet - INFO - Epoch [44][1350/1849] lr: 2.000e-05, eta: 0:26:34, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.8244, loss_bbox: 0.7180, loss_iou: 1.0869, d0.loss_cls: 1.9501, d0.loss_bbox: 0.7767, d0.loss_iou: 1.1607, d1.loss_cls: 1.9127, d1.loss_bbox: 0.7554, d1.loss_iou: 1.1319, d2.loss_cls: 1.8750, d2.loss_bbox: 0.7373, d2.loss_iou: 1.1077, d3.loss_cls: 1.8508, d3.loss_bbox: 0.7259, d3.loss_iou: 1.0965, d4.loss_cls: 1.8335, d4.loss_bbox: 0.7200, d4.loss_iou: 1.0897, loss: 22.3531, grad_norm: 11.6879 -2022-10-26 22:47:06,836 - mmdet - INFO - Epoch [44][1400/1849] lr: 2.000e-05, eta: 0:26:27, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8390, loss_bbox: 0.7160, loss_iou: 1.0835, d0.loss_cls: 1.9566, d0.loss_bbox: 0.7755, d0.loss_iou: 1.1571, d1.loss_cls: 1.9245, d1.loss_bbox: 0.7526, d1.loss_iou: 1.1294, d2.loss_cls: 1.8884, d2.loss_bbox: 0.7352, d2.loss_iou: 1.1048, d3.loss_cls: 1.8648, d3.loss_bbox: 0.7240, d3.loss_iou: 1.0935, d4.loss_cls: 1.8484, d4.loss_bbox: 0.7180, d4.loss_iou: 1.0864, loss: 22.3974, grad_norm: 12.1367 -2022-10-26 22:47:13,817 - mmdet - INFO - Epoch [44][1450/1849] lr: 2.000e-05, eta: 0:26:20, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8317, loss_bbox: 0.7193, loss_iou: 1.0833, d0.loss_cls: 1.9537, d0.loss_bbox: 0.7790, d0.loss_iou: 1.1578, d1.loss_cls: 1.9201, d1.loss_bbox: 0.7573, d1.loss_iou: 1.1303, d2.loss_cls: 1.8802, d2.loss_bbox: 0.7395, d2.loss_iou: 1.1058, d3.loss_cls: 1.8562, d3.loss_bbox: 0.7278, d3.loss_iou: 1.0936, d4.loss_cls: 1.8416, d4.loss_bbox: 0.7216, d4.loss_iou: 1.0867, loss: 22.3856, grad_norm: 11.7283 -2022-10-26 22:47:20,764 - mmdet - INFO - Epoch [44][1500/1849] lr: 2.000e-05, eta: 0:26:14, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8227, loss_bbox: 0.7177, loss_iou: 1.0874, d0.loss_cls: 1.9470, d0.loss_bbox: 0.7760, d0.loss_iou: 1.1600, d1.loss_cls: 1.9115, d1.loss_bbox: 0.7544, d1.loss_iou: 1.1328, d2.loss_cls: 1.8767, d2.loss_bbox: 0.7364, d2.loss_iou: 1.1091, d3.loss_cls: 1.8486, d3.loss_bbox: 0.7263, d3.loss_iou: 1.0977, d4.loss_cls: 1.8335, d4.loss_bbox: 0.7200, d4.loss_iou: 1.0907, loss: 22.3485, grad_norm: 11.7436 -2022-10-26 22:47:27,410 - mmdet - INFO - Epoch [44][1550/1849] lr: 2.000e-05, eta: 0:26:07, time: 0.133, data_time: 0.004, memory: 4401, loss_cls: 1.8349, loss_bbox: 0.7187, loss_iou: 1.0878, d0.loss_cls: 1.9540, d0.loss_bbox: 0.7779, d0.loss_iou: 1.1605, d1.loss_cls: 1.9185, d1.loss_bbox: 0.7558, d1.loss_iou: 1.1340, d2.loss_cls: 1.8830, d2.loss_bbox: 0.7378, d2.loss_iou: 1.1097, d3.loss_cls: 1.8610, d3.loss_bbox: 0.7279, d3.loss_iou: 1.0983, d4.loss_cls: 1.8426, d4.loss_bbox: 0.7213, d4.loss_iou: 1.0911, loss: 22.4148, grad_norm: 11.6789 -2022-10-26 22:47:34,426 - mmdet - INFO - Epoch [44][1600/1849] lr: 2.000e-05, eta: 0:26:00, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8203, loss_bbox: 0.7163, loss_iou: 1.0839, d0.loss_cls: 1.9407, d0.loss_bbox: 0.7734, d0.loss_iou: 1.1572, d1.loss_cls: 1.9092, d1.loss_bbox: 0.7528, d1.loss_iou: 1.1282, d2.loss_cls: 1.8702, d2.loss_bbox: 0.7354, d2.loss_iou: 1.1052, d3.loss_cls: 1.8481, d3.loss_bbox: 0.7246, d3.loss_iou: 1.0936, d4.loss_cls: 1.8334, d4.loss_bbox: 0.7183, d4.loss_iou: 1.0869, loss: 22.2979, grad_norm: 11.6531 -2022-10-26 22:47:41,385 - mmdet - INFO - Epoch [44][1650/1849] lr: 2.000e-05, eta: 0:25:53, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8325, loss_bbox: 0.7219, loss_iou: 1.0880, d0.loss_cls: 1.9540, d0.loss_bbox: 0.7799, d0.loss_iou: 1.1602, d1.loss_cls: 1.9206, d1.loss_bbox: 0.7583, d1.loss_iou: 1.1323, d2.loss_cls: 1.8841, d2.loss_bbox: 0.7411, d2.loss_iou: 1.1087, d3.loss_cls: 1.8615, d3.loss_bbox: 0.7307, d3.loss_iou: 1.0978, d4.loss_cls: 1.8413, d4.loss_bbox: 0.7239, d4.loss_iou: 1.0915, loss: 22.4284, grad_norm: 11.7103 -2022-10-26 22:47:48,193 - mmdet - INFO - Epoch [44][1700/1849] lr: 2.000e-05, eta: 0:25:46, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.8311, loss_bbox: 0.7187, loss_iou: 1.0841, d0.loss_cls: 1.9519, d0.loss_bbox: 0.7760, d0.loss_iou: 1.1564, d1.loss_cls: 1.9164, d1.loss_bbox: 0.7557, d1.loss_iou: 1.1285, d2.loss_cls: 1.8812, d2.loss_bbox: 0.7376, d2.loss_iou: 1.1049, d3.loss_cls: 1.8583, d3.loss_bbox: 0.7272, d3.loss_iou: 1.0937, d4.loss_cls: 1.8406, d4.loss_bbox: 0.7209, d4.loss_iou: 1.0873, loss: 22.3706, grad_norm: 11.2620 -2022-10-26 22:47:54,999 - mmdet - INFO - Epoch [44][1750/1849] lr: 2.000e-05, eta: 0:25:39, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.8333, loss_bbox: 0.7223, loss_iou: 1.0880, d0.loss_cls: 1.9557, d0.loss_bbox: 0.7792, d0.loss_iou: 1.1596, d1.loss_cls: 1.9174, d1.loss_bbox: 0.7580, d1.loss_iou: 1.1326, d2.loss_cls: 1.8833, d2.loss_bbox: 0.7410, d2.loss_iou: 1.1086, d3.loss_cls: 1.8602, d3.loss_bbox: 0.7302, d3.loss_iou: 1.0980, d4.loss_cls: 1.8427, d4.loss_bbox: 0.7243, d4.loss_iou: 1.0919, loss: 22.4262, grad_norm: 11.9412 -2022-10-26 22:48:02,017 - mmdet - INFO - Epoch [44][1800/1849] lr: 2.000e-05, eta: 0:25:32, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.8237, loss_bbox: 0.7222, loss_iou: 1.0841, d0.loss_cls: 1.9450, d0.loss_bbox: 0.7806, d0.loss_iou: 1.1563, d1.loss_cls: 1.9085, d1.loss_bbox: 0.7583, d1.loss_iou: 1.1279, d2.loss_cls: 1.8736, d2.loss_bbox: 0.7407, d2.loss_iou: 1.1038, d3.loss_cls: 1.8508, d3.loss_bbox: 0.7304, d3.loss_iou: 1.0930, d4.loss_cls: 1.8332, d4.loss_bbox: 0.7245, d4.loss_iou: 1.0871, loss: 22.3439, grad_norm: 11.7190 -2022-10-26 22:48:09,084 - mmdet - INFO - Saving checkpoint at 44 epochs -2022-10-26 22:48:19,817 - mmdet - INFO - Epoch [45][50/1849] lr: 2.000e-05, eta: 0:25:18, time: 0.202, data_time: 0.063, memory: 4401, loss_cls: 1.8216, loss_bbox: 0.7178, loss_iou: 1.0885, d0.loss_cls: 1.9452, d0.loss_bbox: 0.7754, d0.loss_iou: 1.1614, d1.loss_cls: 1.9079, d1.loss_bbox: 0.7537, d1.loss_iou: 1.1334, d2.loss_cls: 1.8697, d2.loss_bbox: 0.7361, d2.loss_iou: 1.1090, d3.loss_cls: 1.8466, d3.loss_bbox: 0.7262, d3.loss_iou: 1.0983, d4.loss_cls: 1.8307, d4.loss_bbox: 0.7199, d4.loss_iou: 1.0920, loss: 22.3332, grad_norm: 12.0602 -2022-10-26 22:48:26,637 - mmdet - INFO - Epoch [45][100/1849] lr: 2.000e-05, eta: 0:25:11, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.8237, loss_bbox: 0.7158, loss_iou: 1.0831, d0.loss_cls: 1.9489, d0.loss_bbox: 0.7757, d0.loss_iou: 1.1558, d1.loss_cls: 1.9114, d1.loss_bbox: 0.7532, d1.loss_iou: 1.1277, d2.loss_cls: 1.8743, d2.loss_bbox: 0.7350, d2.loss_iou: 1.1034, d3.loss_cls: 1.8508, d3.loss_bbox: 0.7242, d3.loss_iou: 1.0924, d4.loss_cls: 1.8349, d4.loss_bbox: 0.7181, d4.loss_iou: 1.0862, loss: 22.3146, grad_norm: 11.7945 -2022-10-26 22:48:33,884 - mmdet - INFO - Epoch [45][150/1849] lr: 2.000e-05, eta: 0:25:04, time: 0.145, data_time: 0.005, memory: 4401, loss_cls: 1.8424, loss_bbox: 0.7230, loss_iou: 1.0862, d0.loss_cls: 1.9661, d0.loss_bbox: 0.7813, d0.loss_iou: 1.1590, d1.loss_cls: 1.9309, d1.loss_bbox: 0.7593, d1.loss_iou: 1.1306, d2.loss_cls: 1.8934, d2.loss_bbox: 0.7429, d2.loss_iou: 1.1075, d3.loss_cls: 1.8694, d3.loss_bbox: 0.7317, d3.loss_iou: 1.0956, d4.loss_cls: 1.8541, d4.loss_bbox: 0.7247, d4.loss_iou: 1.0893, loss: 22.4874, grad_norm: 12.1032 -2022-10-26 22:48:40,930 - mmdet - INFO - Epoch [45][200/1849] lr: 2.000e-05, eta: 0:24:58, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8253, loss_bbox: 0.7192, loss_iou: 1.0813, d0.loss_cls: 1.9463, d0.loss_bbox: 0.7783, d0.loss_iou: 1.1551, d1.loss_cls: 1.9107, d1.loss_bbox: 0.7565, d1.loss_iou: 1.1268, d2.loss_cls: 1.8744, d2.loss_bbox: 0.7387, d2.loss_iou: 1.1034, d3.loss_cls: 1.8498, d3.loss_bbox: 0.7280, d3.loss_iou: 1.0920, d4.loss_cls: 1.8349, d4.loss_bbox: 0.7213, d4.loss_iou: 1.0840, loss: 22.3260, grad_norm: 11.5428 -2022-10-26 22:48:47,937 - mmdet - INFO - Epoch [45][250/1849] lr: 2.000e-05, eta: 0:24:51, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8279, loss_bbox: 0.7177, loss_iou: 1.0833, d0.loss_cls: 1.9516, d0.loss_bbox: 0.7760, d0.loss_iou: 1.1569, d1.loss_cls: 1.9164, d1.loss_bbox: 0.7548, d1.loss_iou: 1.1288, d2.loss_cls: 1.8777, d2.loss_bbox: 0.7366, d2.loss_iou: 1.1051, d3.loss_cls: 1.8547, d3.loss_bbox: 0.7265, d3.loss_iou: 1.0929, d4.loss_cls: 1.8382, d4.loss_bbox: 0.7202, d4.loss_iou: 1.0861, loss: 22.3514, grad_norm: 13.6297 -2022-10-26 22:48:54,893 - mmdet - INFO - Epoch [45][300/1849] lr: 2.000e-05, eta: 0:24:44, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8354, loss_bbox: 0.7195, loss_iou: 1.0801, d0.loss_cls: 1.9532, d0.loss_bbox: 0.7780, d0.loss_iou: 1.1538, d1.loss_cls: 1.9192, d1.loss_bbox: 0.7569, d1.loss_iou: 1.1259, d2.loss_cls: 1.8845, d2.loss_bbox: 0.7386, d2.loss_iou: 1.1014, d3.loss_cls: 1.8616, d3.loss_bbox: 0.7278, d3.loss_iou: 1.0899, d4.loss_cls: 1.8452, d4.loss_bbox: 0.7216, d4.loss_iou: 1.0829, loss: 22.3755, grad_norm: 11.7647 -2022-10-26 22:49:02,008 - mmdet - INFO - Epoch [45][350/1849] lr: 2.000e-05, eta: 0:24:37, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.8232, loss_bbox: 0.7146, loss_iou: 1.0778, d0.loss_cls: 1.9473, d0.loss_bbox: 0.7730, d0.loss_iou: 1.1486, d1.loss_cls: 1.9112, d1.loss_bbox: 0.7518, d1.loss_iou: 1.1228, d2.loss_cls: 1.8747, d2.loss_bbox: 0.7337, d2.loss_iou: 1.0986, d3.loss_cls: 1.8504, d3.loss_bbox: 0.7227, d3.loss_iou: 1.0872, d4.loss_cls: 1.8339, d4.loss_bbox: 0.7166, d4.loss_iou: 1.0809, loss: 22.2690, grad_norm: 12.6657 -2022-10-26 22:49:09,043 - mmdet - INFO - Epoch [45][400/1849] lr: 2.000e-05, eta: 0:24:30, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8249, loss_bbox: 0.7182, loss_iou: 1.0871, d0.loss_cls: 1.9485, d0.loss_bbox: 0.7748, d0.loss_iou: 1.1615, d1.loss_cls: 1.9120, d1.loss_bbox: 0.7548, d1.loss_iou: 1.1328, d2.loss_cls: 1.8753, d2.loss_bbox: 0.7373, d2.loss_iou: 1.1087, d3.loss_cls: 1.8516, d3.loss_bbox: 0.7261, d3.loss_iou: 1.0973, d4.loss_cls: 1.8353, d4.loss_bbox: 0.7207, d4.loss_iou: 1.0902, loss: 22.3572, grad_norm: 12.0186 -2022-10-26 22:49:15,847 - mmdet - INFO - Epoch [45][450/1849] lr: 2.000e-05, eta: 0:24:23, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.8260, loss_bbox: 0.7153, loss_iou: 1.0829, d0.loss_cls: 1.9507, d0.loss_bbox: 0.7752, d0.loss_iou: 1.1580, d1.loss_cls: 1.9116, d1.loss_bbox: 0.7525, d1.loss_iou: 1.1288, d2.loss_cls: 1.8753, d2.loss_bbox: 0.7345, d2.loss_iou: 1.1047, d3.loss_cls: 1.8506, d3.loss_bbox: 0.7237, d3.loss_iou: 1.0936, d4.loss_cls: 1.8353, d4.loss_bbox: 0.7176, d4.loss_iou: 1.0862, loss: 22.3223, grad_norm: 11.6561 -2022-10-26 22:49:22,778 - mmdet - INFO - Epoch [45][500/1849] lr: 2.000e-05, eta: 0:24:16, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8322, loss_bbox: 0.7176, loss_iou: 1.0830, d0.loss_cls: 1.9547, d0.loss_bbox: 0.7762, d0.loss_iou: 1.1556, d1.loss_cls: 1.9175, d1.loss_bbox: 0.7550, d1.loss_iou: 1.1284, d2.loss_cls: 1.8828, d2.loss_bbox: 0.7361, d2.loss_iou: 1.1032, d3.loss_cls: 1.8575, d3.loss_bbox: 0.7259, d3.loss_iou: 1.0926, d4.loss_cls: 1.8426, d4.loss_bbox: 0.7196, d4.loss_iou: 1.0860, loss: 22.3663, grad_norm: 12.4777 -2022-10-26 22:49:29,777 - mmdet - INFO - Epoch [45][550/1849] lr: 2.000e-05, eta: 0:24:10, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8242, loss_bbox: 0.7197, loss_iou: 1.0844, d0.loss_cls: 1.9483, d0.loss_bbox: 0.7786, d0.loss_iou: 1.1577, d1.loss_cls: 1.9104, d1.loss_bbox: 0.7570, d1.loss_iou: 1.1294, d2.loss_cls: 1.8740, d2.loss_bbox: 0.7396, d2.loss_iou: 1.1059, d3.loss_cls: 1.8497, d3.loss_bbox: 0.7286, d3.loss_iou: 1.0942, d4.loss_cls: 1.8351, d4.loss_bbox: 0.7219, d4.loss_iou: 1.0874, loss: 22.3461, grad_norm: 12.0567 -2022-10-26 22:49:36,886 - mmdet - INFO - Epoch [45][600/1849] lr: 2.000e-05, eta: 0:24:03, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8313, loss_bbox: 0.7156, loss_iou: 1.0865, d0.loss_cls: 1.9557, d0.loss_bbox: 0.7742, d0.loss_iou: 1.1596, d1.loss_cls: 1.9178, d1.loss_bbox: 0.7534, d1.loss_iou: 1.1316, d2.loss_cls: 1.8828, d2.loss_bbox: 0.7355, d2.loss_iou: 1.1076, d3.loss_cls: 1.8584, d3.loss_bbox: 0.7241, d3.loss_iou: 1.0959, d4.loss_cls: 1.8425, d4.loss_bbox: 0.7176, d4.loss_iou: 1.0897, loss: 22.3797, grad_norm: 12.0565 -2022-10-26 22:49:44,036 - mmdet - INFO - Epoch [45][650/1849] lr: 2.000e-05, eta: 0:23:56, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.8325, loss_bbox: 0.7154, loss_iou: 1.0797, d0.loss_cls: 1.9530, d0.loss_bbox: 0.7735, d0.loss_iou: 1.1537, d1.loss_cls: 1.9161, d1.loss_bbox: 0.7523, d1.loss_iou: 1.1254, d2.loss_cls: 1.8807, d2.loss_bbox: 0.7351, d2.loss_iou: 1.1014, d3.loss_cls: 1.8570, d3.loss_bbox: 0.7237, d3.loss_iou: 1.0895, d4.loss_cls: 1.8408, d4.loss_bbox: 0.7177, d4.loss_iou: 1.0829, loss: 22.3303, grad_norm: 11.7294 -2022-10-26 22:49:51,073 - mmdet - INFO - Epoch [45][700/1849] lr: 2.000e-05, eta: 0:23:49, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8291, loss_bbox: 0.7162, loss_iou: 1.0838, d0.loss_cls: 1.9574, d0.loss_bbox: 0.7756, d0.loss_iou: 1.1555, d1.loss_cls: 1.9185, d1.loss_bbox: 0.7537, d1.loss_iou: 1.1279, d2.loss_cls: 1.8804, d2.loss_bbox: 0.7360, d2.loss_iou: 1.1048, d3.loss_cls: 1.8568, d3.loss_bbox: 0.7249, d3.loss_iou: 1.0936, d4.loss_cls: 1.8400, d4.loss_bbox: 0.7189, d4.loss_iou: 1.0870, loss: 22.3603, grad_norm: 12.1888 -2022-10-26 22:49:57,962 - mmdet - INFO - Epoch [45][750/1849] lr: 2.000e-05, eta: 0:23:42, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8174, loss_bbox: 0.7154, loss_iou: 1.0854, d0.loss_cls: 1.9441, d0.loss_bbox: 0.7741, d0.loss_iou: 1.1587, d1.loss_cls: 1.9058, d1.loss_bbox: 0.7522, d1.loss_iou: 1.1314, d2.loss_cls: 1.8692, d2.loss_bbox: 0.7348, d2.loss_iou: 1.1070, d3.loss_cls: 1.8433, d3.loss_bbox: 0.7240, d3.loss_iou: 1.0950, d4.loss_cls: 1.8282, d4.loss_bbox: 0.7179, d4.loss_iou: 1.0883, loss: 22.2921, grad_norm: 11.5732 -2022-10-26 22:50:04,929 - mmdet - INFO - Epoch [45][800/1849] lr: 2.000e-05, eta: 0:23:35, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8163, loss_bbox: 0.7143, loss_iou: 1.0800, d0.loss_cls: 1.9415, d0.loss_bbox: 0.7741, d0.loss_iou: 1.1543, d1.loss_cls: 1.9044, d1.loss_bbox: 0.7516, d1.loss_iou: 1.1254, d2.loss_cls: 1.8658, d2.loss_bbox: 0.7342, d2.loss_iou: 1.1006, d3.loss_cls: 1.8430, d3.loss_bbox: 0.7228, d3.loss_iou: 1.0901, d4.loss_cls: 1.8260, d4.loss_bbox: 0.7169, d4.loss_iou: 1.0835, loss: 22.2448, grad_norm: 11.6984 -2022-10-26 22:50:11,865 - mmdet - INFO - Epoch [45][850/1849] lr: 2.000e-05, eta: 0:23:28, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8331, loss_bbox: 0.7185, loss_iou: 1.0828, d0.loss_cls: 1.9590, d0.loss_bbox: 0.7760, d0.loss_iou: 1.1546, d1.loss_cls: 1.9218, d1.loss_bbox: 0.7543, d1.loss_iou: 1.1273, d2.loss_cls: 1.8857, d2.loss_bbox: 0.7375, d2.loss_iou: 1.1037, d3.loss_cls: 1.8617, d3.loss_bbox: 0.7267, d3.loss_iou: 1.0923, d4.loss_cls: 1.8434, d4.loss_bbox: 0.7205, d4.loss_iou: 1.0859, loss: 22.3846, grad_norm: 13.2739 -2022-10-26 22:50:18,863 - mmdet - INFO - Epoch [45][900/1849] lr: 2.000e-05, eta: 0:23:22, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8365, loss_bbox: 0.7168, loss_iou: 1.0818, d0.loss_cls: 1.9602, d0.loss_bbox: 0.7763, d0.loss_iou: 1.1558, d1.loss_cls: 1.9259, d1.loss_bbox: 0.7535, d1.loss_iou: 1.1266, d2.loss_cls: 1.8878, d2.loss_bbox: 0.7356, d2.loss_iou: 1.1029, d3.loss_cls: 1.8617, d3.loss_bbox: 0.7251, d3.loss_iou: 1.0921, d4.loss_cls: 1.8459, d4.loss_bbox: 0.7190, d4.loss_iou: 1.0851, loss: 22.3887, grad_norm: 11.5402 -2022-10-26 22:50:25,812 - mmdet - INFO - Epoch [45][950/1849] lr: 2.000e-05, eta: 0:23:15, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8286, loss_bbox: 0.7220, loss_iou: 1.0823, d0.loss_cls: 1.9479, d0.loss_bbox: 0.7798, d0.loss_iou: 1.1547, d1.loss_cls: 1.9134, d1.loss_bbox: 0.7580, d1.loss_iou: 1.1272, d2.loss_cls: 1.8797, d2.loss_bbox: 0.7403, d2.loss_iou: 1.1036, d3.loss_cls: 1.8557, d3.loss_bbox: 0.7301, d3.loss_iou: 1.0925, d4.loss_cls: 1.8393, d4.loss_bbox: 0.7244, d4.loss_iou: 1.0855, loss: 22.3651, grad_norm: 12.2082 -2022-10-26 22:50:32,772 - mmdet - INFO - Epoch [45][1000/1849] lr: 2.000e-05, eta: 0:23:08, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8277, loss_bbox: 0.7214, loss_iou: 1.0884, d0.loss_cls: 1.9499, d0.loss_bbox: 0.7792, d0.loss_iou: 1.1618, d1.loss_cls: 1.9157, d1.loss_bbox: 0.7573, d1.loss_iou: 1.1337, d2.loss_cls: 1.8790, d2.loss_bbox: 0.7400, d2.loss_iou: 1.1099, d3.loss_cls: 1.8546, d3.loss_bbox: 0.7298, d3.loss_iou: 1.0987, d4.loss_cls: 1.8391, d4.loss_bbox: 0.7234, d4.loss_iou: 1.0915, loss: 22.4013, grad_norm: 11.8912 -2022-10-26 22:50:39,883 - mmdet - INFO - Epoch [45][1050/1849] lr: 2.000e-05, eta: 0:23:01, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8373, loss_bbox: 0.7181, loss_iou: 1.0823, d0.loss_cls: 1.9623, d0.loss_bbox: 0.7760, d0.loss_iou: 1.1561, d1.loss_cls: 1.9267, d1.loss_bbox: 0.7549, d1.loss_iou: 1.1274, d2.loss_cls: 1.8880, d2.loss_bbox: 0.7371, d2.loss_iou: 1.1034, d3.loss_cls: 1.8652, d3.loss_bbox: 0.7265, d3.loss_iou: 1.0922, d4.loss_cls: 1.8480, d4.loss_bbox: 0.7203, d4.loss_iou: 1.0859, loss: 22.4077, grad_norm: 12.2065 -2022-10-26 22:50:46,978 - mmdet - INFO - Epoch [45][1100/1849] lr: 2.000e-05, eta: 0:22:54, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8194, loss_bbox: 0.7190, loss_iou: 1.0832, d0.loss_cls: 1.9393, d0.loss_bbox: 0.7775, d0.loss_iou: 1.1567, d1.loss_cls: 1.9058, d1.loss_bbox: 0.7564, d1.loss_iou: 1.1278, d2.loss_cls: 1.8691, d2.loss_bbox: 0.7392, d2.loss_iou: 1.1044, d3.loss_cls: 1.8488, d3.loss_bbox: 0.7277, d3.loss_iou: 1.0927, d4.loss_cls: 1.8313, d4.loss_bbox: 0.7215, d4.loss_iou: 1.0861, loss: 22.3057, grad_norm: 12.5793 -2022-10-26 22:50:54,005 - mmdet - INFO - Epoch [45][1150/1849] lr: 2.000e-05, eta: 0:22:47, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8226, loss_bbox: 0.7152, loss_iou: 1.0831, d0.loss_cls: 1.9426, d0.loss_bbox: 0.7745, d0.loss_iou: 1.1559, d1.loss_cls: 1.9085, d1.loss_bbox: 0.7528, d1.loss_iou: 1.1273, d2.loss_cls: 1.8723, d2.loss_bbox: 0.7352, d2.loss_iou: 1.1035, d3.loss_cls: 1.8485, d3.loss_bbox: 0.7240, d3.loss_iou: 1.0923, d4.loss_cls: 1.8299, d4.loss_bbox: 0.7178, d4.loss_iou: 1.0865, loss: 22.2924, grad_norm: 12.9755 -2022-10-26 22:51:01,040 - mmdet - INFO - Epoch [45][1200/1849] lr: 2.000e-05, eta: 0:22:40, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8401, loss_bbox: 0.7158, loss_iou: 1.0839, d0.loss_cls: 1.9626, d0.loss_bbox: 0.7755, d0.loss_iou: 1.1589, d1.loss_cls: 1.9269, d1.loss_bbox: 0.7536, d1.loss_iou: 1.1302, d2.loss_cls: 1.8913, d2.loss_bbox: 0.7359, d2.loss_iou: 1.1054, d3.loss_cls: 1.8662, d3.loss_bbox: 0.7247, d3.loss_iou: 1.0935, d4.loss_cls: 1.8501, d4.loss_bbox: 0.7182, d4.loss_iou: 1.0870, loss: 22.4198, grad_norm: 12.1407 -2022-10-26 22:51:08,071 - mmdet - INFO - Epoch [45][1250/1849] lr: 2.000e-05, eta: 0:22:34, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8349, loss_bbox: 0.7190, loss_iou: 1.0828, d0.loss_cls: 1.9569, d0.loss_bbox: 0.7772, d0.loss_iou: 1.1552, d1.loss_cls: 1.9225, d1.loss_bbox: 0.7570, d1.loss_iou: 1.1284, d2.loss_cls: 1.8852, d2.loss_bbox: 0.7389, d2.loss_iou: 1.1039, d3.loss_cls: 1.8623, d3.loss_bbox: 0.7279, d3.loss_iou: 1.0927, d4.loss_cls: 1.8448, d4.loss_bbox: 0.7217, d4.loss_iou: 1.0857, loss: 22.3972, grad_norm: 11.9451 -2022-10-26 22:51:14,806 - mmdet - INFO - Epoch [45][1300/1849] lr: 2.000e-05, eta: 0:22:27, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.8259, loss_bbox: 0.7156, loss_iou: 1.0788, d0.loss_cls: 1.9531, d0.loss_bbox: 0.7754, d0.loss_iou: 1.1533, d1.loss_cls: 1.9181, d1.loss_bbox: 0.7536, d1.loss_iou: 1.1243, d2.loss_cls: 1.8805, d2.loss_bbox: 0.7347, d2.loss_iou: 1.1002, d3.loss_cls: 1.8533, d3.loss_bbox: 0.7240, d3.loss_iou: 1.0885, d4.loss_cls: 1.8378, d4.loss_bbox: 0.7178, d4.loss_iou: 1.0818, loss: 22.3166, grad_norm: 12.2157 -2022-10-26 22:51:21,871 - mmdet - INFO - Epoch [45][1350/1849] lr: 2.000e-05, eta: 0:22:20, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8273, loss_bbox: 0.7177, loss_iou: 1.0811, d0.loss_cls: 1.9486, d0.loss_bbox: 0.7768, d0.loss_iou: 1.1556, d1.loss_cls: 1.9142, d1.loss_bbox: 0.7555, d1.loss_iou: 1.1274, d2.loss_cls: 1.8782, d2.loss_bbox: 0.7375, d2.loss_iou: 1.1023, d3.loss_cls: 1.8539, d3.loss_bbox: 0.7268, d3.loss_iou: 1.0912, d4.loss_cls: 1.8388, d4.loss_bbox: 0.7200, d4.loss_iou: 1.0842, loss: 22.3370, grad_norm: 12.0388 -2022-10-26 22:51:28,928 - mmdet - INFO - Epoch [45][1400/1849] lr: 2.000e-05, eta: 0:22:13, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8213, loss_bbox: 0.7203, loss_iou: 1.0918, d0.loss_cls: 1.9411, d0.loss_bbox: 0.7776, d0.loss_iou: 1.1646, d1.loss_cls: 1.9058, d1.loss_bbox: 0.7564, d1.loss_iou: 1.1366, d2.loss_cls: 1.8709, d2.loss_bbox: 0.7387, d2.loss_iou: 1.1132, d3.loss_cls: 1.8486, d3.loss_bbox: 0.7287, d3.loss_iou: 1.1011, d4.loss_cls: 1.8321, d4.loss_bbox: 0.7225, d4.loss_iou: 1.0946, loss: 22.3659, grad_norm: 11.8727 -2022-10-26 22:51:35,916 - mmdet - INFO - Epoch [45][1450/1849] lr: 2.000e-05, eta: 0:22:06, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8322, loss_bbox: 0.7191, loss_iou: 1.0851, d0.loss_cls: 1.9594, d0.loss_bbox: 0.7783, d0.loss_iou: 1.1580, d1.loss_cls: 1.9216, d1.loss_bbox: 0.7567, d1.loss_iou: 1.1293, d2.loss_cls: 1.8851, d2.loss_bbox: 0.7386, d2.loss_iou: 1.1055, d3.loss_cls: 1.8609, d3.loss_bbox: 0.7272, d3.loss_iou: 1.0939, d4.loss_cls: 1.8423, d4.loss_bbox: 0.7216, d4.loss_iou: 1.0876, loss: 22.4026, grad_norm: 12.4717 -2022-10-26 22:51:42,997 - mmdet - INFO - Epoch [45][1500/1849] lr: 2.000e-05, eta: 0:21:59, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8335, loss_bbox: 0.7170, loss_iou: 1.0877, d0.loss_cls: 1.9544, d0.loss_bbox: 0.7765, d0.loss_iou: 1.1606, d1.loss_cls: 1.9212, d1.loss_bbox: 0.7544, d1.loss_iou: 1.1331, d2.loss_cls: 1.8850, d2.loss_bbox: 0.7366, d2.loss_iou: 1.1096, d3.loss_cls: 1.8585, d3.loss_bbox: 0.7255, d3.loss_iou: 1.0976, d4.loss_cls: 1.8430, d4.loss_bbox: 0.7192, d4.loss_iou: 1.0906, loss: 22.4038, grad_norm: 11.8447 -2022-10-26 22:51:50,010 - mmdet - INFO - Epoch [45][1550/1849] lr: 2.000e-05, eta: 0:21:52, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8263, loss_bbox: 0.7179, loss_iou: 1.0831, d0.loss_cls: 1.9488, d0.loss_bbox: 0.7780, d0.loss_iou: 1.1555, d1.loss_cls: 1.9098, d1.loss_bbox: 0.7555, d1.loss_iou: 1.1283, d2.loss_cls: 1.8769, d2.loss_bbox: 0.7378, d2.loss_iou: 1.1043, d3.loss_cls: 1.8535, d3.loss_bbox: 0.7267, d3.loss_iou: 1.0929, d4.loss_cls: 1.8367, d4.loss_bbox: 0.7206, d4.loss_iou: 1.0861, loss: 22.3387, grad_norm: 11.8601 -2022-10-26 22:51:57,066 - mmdet - INFO - Epoch [45][1600/1849] lr: 2.000e-05, eta: 0:21:46, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8430, loss_bbox: 0.7219, loss_iou: 1.0878, d0.loss_cls: 1.9676, d0.loss_bbox: 0.7812, d0.loss_iou: 1.1608, d1.loss_cls: 1.9294, d1.loss_bbox: 0.7594, d1.loss_iou: 1.1333, d2.loss_cls: 1.8916, d2.loss_bbox: 0.7416, d2.loss_iou: 1.1084, d3.loss_cls: 1.8683, d3.loss_bbox: 0.7303, d3.loss_iou: 1.0972, d4.loss_cls: 1.8536, d4.loss_bbox: 0.7242, d4.loss_iou: 1.0909, loss: 22.4904, grad_norm: 12.1704 -2022-10-26 22:52:04,006 - mmdet - INFO - Epoch [45][1650/1849] lr: 2.000e-05, eta: 0:21:39, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8140, loss_bbox: 0.7130, loss_iou: 1.0775, d0.loss_cls: 1.9362, d0.loss_bbox: 0.7728, d0.loss_iou: 1.1509, d1.loss_cls: 1.8969, d1.loss_bbox: 0.7513, d1.loss_iou: 1.1241, d2.loss_cls: 1.8627, d2.loss_bbox: 0.7330, d2.loss_iou: 1.0989, d3.loss_cls: 1.8402, d3.loss_bbox: 0.7217, d3.loss_iou: 1.0871, d4.loss_cls: 1.8235, d4.loss_bbox: 0.7154, d4.loss_iou: 1.0802, loss: 22.1993, grad_norm: 12.6885 -2022-10-26 22:52:10,921 - mmdet - INFO - Epoch [45][1700/1849] lr: 2.000e-05, eta: 0:21:32, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8113, loss_bbox: 0.7178, loss_iou: 1.0837, d0.loss_cls: 1.9358, d0.loss_bbox: 0.7771, d0.loss_iou: 1.1581, d1.loss_cls: 1.8988, d1.loss_bbox: 0.7549, d1.loss_iou: 1.1288, d2.loss_cls: 1.8609, d2.loss_bbox: 0.7370, d2.loss_iou: 1.1051, d3.loss_cls: 1.8356, d3.loss_bbox: 0.7261, d3.loss_iou: 1.0936, d4.loss_cls: 1.8201, d4.loss_bbox: 0.7201, d4.loss_iou: 1.0871, loss: 22.2520, grad_norm: 12.0716 -2022-10-26 22:52:18,094 - mmdet - INFO - Epoch [45][1750/1849] lr: 2.000e-05, eta: 0:21:25, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.8199, loss_bbox: 0.7174, loss_iou: 1.0811, d0.loss_cls: 1.9427, d0.loss_bbox: 0.7758, d0.loss_iou: 1.1543, d1.loss_cls: 1.9071, d1.loss_bbox: 0.7539, d1.loss_iou: 1.1260, d2.loss_cls: 1.8710, d2.loss_bbox: 0.7362, d2.loss_iou: 1.1021, d3.loss_cls: 1.8467, d3.loss_bbox: 0.7258, d3.loss_iou: 1.0905, d4.loss_cls: 1.8311, d4.loss_bbox: 0.7195, d4.loss_iou: 1.0841, loss: 22.2851, grad_norm: 12.4253 -2022-10-26 22:52:25,213 - mmdet - INFO - Epoch [45][1800/1849] lr: 2.000e-05, eta: 0:21:18, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8229, loss_bbox: 0.7161, loss_iou: 1.0835, d0.loss_cls: 1.9484, d0.loss_bbox: 0.7763, d0.loss_iou: 1.1580, d1.loss_cls: 1.9108, d1.loss_bbox: 0.7538, d1.loss_iou: 1.1291, d2.loss_cls: 1.8745, d2.loss_bbox: 0.7358, d2.loss_iou: 1.1039, d3.loss_cls: 1.8503, d3.loss_bbox: 0.7247, d3.loss_iou: 1.0934, d4.loss_cls: 1.8342, d4.loss_bbox: 0.7181, d4.loss_iou: 1.0869, loss: 22.3206, grad_norm: 12.6212 -2022-10-26 22:52:32,337 - mmdet - INFO - Saving checkpoint at 45 epochs -2022-10-26 22:52:43,132 - mmdet - INFO - Epoch [46][50/1849] lr: 2.000e-05, eta: 0:21:04, time: 0.201, data_time: 0.063, memory: 4401, loss_cls: 1.8257, loss_bbox: 0.7144, loss_iou: 1.0830, d0.loss_cls: 1.9479, d0.loss_bbox: 0.7739, d0.loss_iou: 1.1566, d1.loss_cls: 1.9097, d1.loss_bbox: 0.7515, d1.loss_iou: 1.1292, d2.loss_cls: 1.8776, d2.loss_bbox: 0.7342, d2.loss_iou: 1.1044, d3.loss_cls: 1.8533, d3.loss_bbox: 0.7236, d3.loss_iou: 1.0928, d4.loss_cls: 1.8363, d4.loss_bbox: 0.7172, d4.loss_iou: 1.0859, loss: 22.3173, grad_norm: 11.7374 -2022-10-26 22:52:50,224 - mmdet - INFO - Epoch [46][100/1849] lr: 2.000e-05, eta: 0:20:57, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8136, loss_bbox: 0.7198, loss_iou: 1.0861, d0.loss_cls: 1.9360, d0.loss_bbox: 0.7779, d0.loss_iou: 1.1595, d1.loss_cls: 1.8986, d1.loss_bbox: 0.7563, d1.loss_iou: 1.1324, d2.loss_cls: 1.8657, d2.loss_bbox: 0.7385, d2.loss_iou: 1.1073, d3.loss_cls: 1.8424, d3.loss_bbox: 0.7282, d3.loss_iou: 1.0962, d4.loss_cls: 1.8257, d4.loss_bbox: 0.7219, d4.loss_iou: 1.0892, loss: 22.2952, grad_norm: 12.7201 -2022-10-26 22:52:57,333 - mmdet - INFO - Epoch [46][150/1849] lr: 2.000e-05, eta: 0:20:50, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8301, loss_bbox: 0.7199, loss_iou: 1.0855, d0.loss_cls: 1.9555, d0.loss_bbox: 0.7778, d0.loss_iou: 1.1589, d1.loss_cls: 1.9195, d1.loss_bbox: 0.7564, d1.loss_iou: 1.1308, d2.loss_cls: 1.8811, d2.loss_bbox: 0.7394, d2.loss_iou: 1.1070, d3.loss_cls: 1.8569, d3.loss_bbox: 0.7286, d3.loss_iou: 1.0950, d4.loss_cls: 1.8400, d4.loss_bbox: 0.7225, d4.loss_iou: 1.0890, loss: 22.3940, grad_norm: 12.5290 -2022-10-26 22:53:04,562 - mmdet - INFO - Epoch [46][200/1849] lr: 2.000e-05, eta: 0:20:44, time: 0.145, data_time: 0.005, memory: 4401, loss_cls: 1.8284, loss_bbox: 0.7188, loss_iou: 1.0853, d0.loss_cls: 1.9517, d0.loss_bbox: 0.7766, d0.loss_iou: 1.1570, d1.loss_cls: 1.9172, d1.loss_bbox: 0.7553, d1.loss_iou: 1.1303, d2.loss_cls: 1.8794, d2.loss_bbox: 0.7379, d2.loss_iou: 1.1061, d3.loss_cls: 1.8567, d3.loss_bbox: 0.7273, d3.loss_iou: 1.0948, d4.loss_cls: 1.8398, d4.loss_bbox: 0.7209, d4.loss_iou: 1.0881, loss: 22.3717, grad_norm: 11.4562 -2022-10-26 22:53:11,559 - mmdet - INFO - Epoch [46][250/1849] lr: 2.000e-05, eta: 0:20:37, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8330, loss_bbox: 0.7222, loss_iou: 1.0875, d0.loss_cls: 1.9565, d0.loss_bbox: 0.7789, d0.loss_iou: 1.1589, d1.loss_cls: 1.9223, d1.loss_bbox: 0.7577, d1.loss_iou: 1.1323, d2.loss_cls: 1.8855, d2.loss_bbox: 0.7407, d2.loss_iou: 1.1084, d3.loss_cls: 1.8605, d3.loss_bbox: 0.7306, d3.loss_iou: 1.0969, d4.loss_cls: 1.8445, d4.loss_bbox: 0.7245, d4.loss_iou: 1.0909, loss: 22.4318, grad_norm: 11.9710 -2022-10-26 22:53:18,617 - mmdet - INFO - Epoch [46][300/1849] lr: 2.000e-05, eta: 0:20:30, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8226, loss_bbox: 0.7163, loss_iou: 1.0843, d0.loss_cls: 1.9466, d0.loss_bbox: 0.7739, d0.loss_iou: 1.1570, d1.loss_cls: 1.9090, d1.loss_bbox: 0.7516, d1.loss_iou: 1.1299, d2.loss_cls: 1.8736, d2.loss_bbox: 0.7347, d2.loss_iou: 1.1052, d3.loss_cls: 1.8514, d3.loss_bbox: 0.7243, d3.loss_iou: 1.0938, d4.loss_cls: 1.8331, d4.loss_bbox: 0.7186, d4.loss_iou: 1.0871, loss: 22.3128, grad_norm: 12.2977 -2022-10-26 22:53:25,819 - mmdet - INFO - Epoch [46][350/1849] lr: 2.000e-05, eta: 0:20:23, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.8232, loss_bbox: 0.7164, loss_iou: 1.0821, d0.loss_cls: 1.9492, d0.loss_bbox: 0.7741, d0.loss_iou: 1.1544, d1.loss_cls: 1.9110, d1.loss_bbox: 0.7518, d1.loss_iou: 1.1264, d2.loss_cls: 1.8757, d2.loss_bbox: 0.7353, d2.loss_iou: 1.1026, d3.loss_cls: 1.8502, d3.loss_bbox: 0.7246, d3.loss_iou: 1.0921, d4.loss_cls: 1.8326, d4.loss_bbox: 0.7185, d4.loss_iou: 1.0847, loss: 22.3049, grad_norm: 12.8852 -2022-10-26 22:53:33,087 - mmdet - INFO - Epoch [46][400/1849] lr: 2.000e-05, eta: 0:20:16, time: 0.146, data_time: 0.005, memory: 4401, loss_cls: 1.8157, loss_bbox: 0.7153, loss_iou: 1.0808, d0.loss_cls: 1.9459, d0.loss_bbox: 0.7748, d0.loss_iou: 1.1544, d1.loss_cls: 1.9029, d1.loss_bbox: 0.7526, d1.loss_iou: 1.1265, d2.loss_cls: 1.8666, d2.loss_bbox: 0.7346, d2.loss_iou: 1.1019, d3.loss_cls: 1.8410, d3.loss_bbox: 0.7236, d3.loss_iou: 1.0914, d4.loss_cls: 1.8252, d4.loss_bbox: 0.7175, d4.loss_iou: 1.0836, loss: 22.2544, grad_norm: 11.6181 -2022-10-26 22:53:40,191 - mmdet - INFO - Epoch [46][450/1849] lr: 2.000e-05, eta: 0:20:09, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8356, loss_bbox: 0.7188, loss_iou: 1.0867, d0.loss_cls: 1.9627, d0.loss_bbox: 0.7771, d0.loss_iou: 1.1583, d1.loss_cls: 1.9252, d1.loss_bbox: 0.7554, d1.loss_iou: 1.1305, d2.loss_cls: 1.8882, d2.loss_bbox: 0.7388, d2.loss_iou: 1.1074, d3.loss_cls: 1.8634, d3.loss_bbox: 0.7274, d3.loss_iou: 1.0960, d4.loss_cls: 1.8469, d4.loss_bbox: 0.7212, d4.loss_iou: 1.0901, loss: 22.4294, grad_norm: 11.9878 -2022-10-26 22:53:47,307 - mmdet - INFO - Epoch [46][500/1849] lr: 2.000e-05, eta: 0:20:02, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.8121, loss_bbox: 0.7116, loss_iou: 1.0819, d0.loss_cls: 1.9369, d0.loss_bbox: 0.7717, d0.loss_iou: 1.1558, d1.loss_cls: 1.9015, d1.loss_bbox: 0.7487, d1.loss_iou: 1.1260, d2.loss_cls: 1.8641, d2.loss_bbox: 0.7310, d2.loss_iou: 1.1026, d3.loss_cls: 1.8384, d3.loss_bbox: 0.7203, d3.loss_iou: 1.0915, d4.loss_cls: 1.8233, d4.loss_bbox: 0.7138, d4.loss_iou: 1.0848, loss: 22.2159, grad_norm: 12.3100 -2022-10-26 22:53:54,230 - mmdet - INFO - Epoch [46][550/1849] lr: 2.000e-05, eta: 0:19:56, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8214, loss_bbox: 0.7170, loss_iou: 1.0782, d0.loss_cls: 1.9430, d0.loss_bbox: 0.7751, d0.loss_iou: 1.1498, d1.loss_cls: 1.9072, d1.loss_bbox: 0.7534, d1.loss_iou: 1.1223, d2.loss_cls: 1.8707, d2.loss_bbox: 0.7363, d2.loss_iou: 1.0983, d3.loss_cls: 1.8481, d3.loss_bbox: 0.7254, d3.loss_iou: 1.0876, d4.loss_cls: 1.8332, d4.loss_bbox: 0.7191, d4.loss_iou: 1.0812, loss: 22.2672, grad_norm: 12.1516 -2022-10-26 22:54:01,293 - mmdet - INFO - Epoch [46][600/1849] lr: 2.000e-05, eta: 0:19:49, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.8164, loss_bbox: 0.7174, loss_iou: 1.0823, d0.loss_cls: 1.9392, d0.loss_bbox: 0.7753, d0.loss_iou: 1.1546, d1.loss_cls: 1.9021, d1.loss_bbox: 0.7540, d1.loss_iou: 1.1270, d2.loss_cls: 1.8668, d2.loss_bbox: 0.7363, d2.loss_iou: 1.1030, d3.loss_cls: 1.8431, d3.loss_bbox: 0.7260, d3.loss_iou: 1.0920, d4.loss_cls: 1.8266, d4.loss_bbox: 0.7199, d4.loss_iou: 1.0852, loss: 22.2670, grad_norm: 11.7378 -2022-10-26 22:54:08,348 - mmdet - INFO - Epoch [46][650/1849] lr: 2.000e-05, eta: 0:19:42, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8218, loss_bbox: 0.7163, loss_iou: 1.0808, d0.loss_cls: 1.9479, d0.loss_bbox: 0.7758, d0.loss_iou: 1.1538, d1.loss_cls: 1.9112, d1.loss_bbox: 0.7534, d1.loss_iou: 1.1256, d2.loss_cls: 1.8731, d2.loss_bbox: 0.7361, d2.loss_iou: 1.1021, d3.loss_cls: 1.8494, d3.loss_bbox: 0.7243, d3.loss_iou: 1.0902, d4.loss_cls: 1.8319, d4.loss_bbox: 0.7188, d4.loss_iou: 1.0840, loss: 22.2966, grad_norm: 12.3001 -2022-10-26 22:54:15,104 - mmdet - INFO - Epoch [46][700/1849] lr: 2.000e-05, eta: 0:19:35, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.8208, loss_bbox: 0.7124, loss_iou: 1.0803, d0.loss_cls: 1.9433, d0.loss_bbox: 0.7718, d0.loss_iou: 1.1533, d1.loss_cls: 1.9094, d1.loss_bbox: 0.7503, d1.loss_iou: 1.1251, d2.loss_cls: 1.8717, d2.loss_bbox: 0.7322, d2.loss_iou: 1.1019, d3.loss_cls: 1.8493, d3.loss_bbox: 0.7214, d3.loss_iou: 1.0899, d4.loss_cls: 1.8305, d4.loss_bbox: 0.7146, d4.loss_iou: 1.0834, loss: 22.2616, grad_norm: 12.6637 -2022-10-26 22:54:21,946 - mmdet - INFO - Epoch [46][750/1849] lr: 2.000e-05, eta: 0:19:28, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.8214, loss_bbox: 0.7186, loss_iou: 1.0849, d0.loss_cls: 1.9412, d0.loss_bbox: 0.7765, d0.loss_iou: 1.1569, d1.loss_cls: 1.9062, d1.loss_bbox: 0.7551, d1.loss_iou: 1.1297, d2.loss_cls: 1.8709, d2.loss_bbox: 0.7373, d2.loss_iou: 1.1059, d3.loss_cls: 1.8470, d3.loss_bbox: 0.7272, d3.loss_iou: 1.0949, d4.loss_cls: 1.8316, d4.loss_bbox: 0.7212, d4.loss_iou: 1.0876, loss: 22.3142, grad_norm: 14.6955 -2022-10-26 22:54:28,908 - mmdet - INFO - Epoch [46][800/1849] lr: 2.000e-05, eta: 0:19:21, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8207, loss_bbox: 0.7167, loss_iou: 1.0819, d0.loss_cls: 1.9490, d0.loss_bbox: 0.7759, d0.loss_iou: 1.1558, d1.loss_cls: 1.9110, d1.loss_bbox: 0.7533, d1.loss_iou: 1.1270, d2.loss_cls: 1.8741, d2.loss_bbox: 0.7359, d2.loss_iou: 1.1025, d3.loss_cls: 1.8508, d3.loss_bbox: 0.7255, d3.loss_iou: 1.0910, d4.loss_cls: 1.8328, d4.loss_bbox: 0.7188, d4.loss_iou: 1.0848, loss: 22.3076, grad_norm: 11.7187 -2022-10-26 22:54:35,793 - mmdet - INFO - Epoch [46][850/1849] lr: 2.000e-05, eta: 0:19:14, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8290, loss_bbox: 0.7231, loss_iou: 1.0886, d0.loss_cls: 1.9545, d0.loss_bbox: 0.7815, d0.loss_iou: 1.1605, d1.loss_cls: 1.9174, d1.loss_bbox: 0.7594, d1.loss_iou: 1.1327, d2.loss_cls: 1.8761, d2.loss_bbox: 0.7417, d2.loss_iou: 1.1091, d3.loss_cls: 1.8548, d3.loss_bbox: 0.7316, d3.loss_iou: 1.0977, d4.loss_cls: 1.8391, d4.loss_bbox: 0.7257, d4.loss_iou: 1.0911, loss: 22.4136, grad_norm: 13.1696 -2022-10-26 22:54:42,778 - mmdet - INFO - Epoch [46][900/1849] lr: 2.000e-05, eta: 0:19:07, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.8434, loss_bbox: 0.7196, loss_iou: 1.0862, d0.loss_cls: 1.9725, d0.loss_bbox: 0.7782, d0.loss_iou: 1.1600, d1.loss_cls: 1.9332, d1.loss_bbox: 0.7569, d1.loss_iou: 1.1321, d2.loss_cls: 1.8964, d2.loss_bbox: 0.7392, d2.loss_iou: 1.1074, d3.loss_cls: 1.8701, d3.loss_bbox: 0.7282, d3.loss_iou: 1.0968, d4.loss_cls: 1.8539, d4.loss_bbox: 0.7222, d4.loss_iou: 1.0893, loss: 22.4855, grad_norm: 12.5884 -2022-10-26 22:54:50,001 - mmdet - INFO - Epoch [46][950/1849] lr: 2.000e-05, eta: 0:19:01, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.8206, loss_bbox: 0.7186, loss_iou: 1.0893, d0.loss_cls: 1.9428, d0.loss_bbox: 0.7755, d0.loss_iou: 1.1606, d1.loss_cls: 1.9065, d1.loss_bbox: 0.7553, d1.loss_iou: 1.1327, d2.loss_cls: 1.8718, d2.loss_bbox: 0.7378, d2.loss_iou: 1.1091, d3.loss_cls: 1.8477, d3.loss_bbox: 0.7271, d3.loss_iou: 1.0986, d4.loss_cls: 1.8316, d4.loss_bbox: 0.7215, d4.loss_iou: 1.0924, loss: 22.3397, grad_norm: 11.9512 -2022-10-26 22:54:56,985 - mmdet - INFO - Epoch [46][1000/1849] lr: 2.000e-05, eta: 0:18:54, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8314, loss_bbox: 0.7162, loss_iou: 1.0864, d0.loss_cls: 1.9553, d0.loss_bbox: 0.7745, d0.loss_iou: 1.1598, d1.loss_cls: 1.9171, d1.loss_bbox: 0.7542, d1.loss_iou: 1.1320, d2.loss_cls: 1.8825, d2.loss_bbox: 0.7363, d2.loss_iou: 1.1074, d3.loss_cls: 1.8578, d3.loss_bbox: 0.7250, d3.loss_iou: 1.0962, d4.loss_cls: 1.8412, d4.loss_bbox: 0.7190, d4.loss_iou: 1.0893, loss: 22.3813, grad_norm: 11.3772 -2022-10-26 22:55:03,910 - mmdet - INFO - Epoch [46][1050/1849] lr: 2.000e-05, eta: 0:18:47, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8196, loss_bbox: 0.7125, loss_iou: 1.0754, d0.loss_cls: 1.9420, d0.loss_bbox: 0.7721, d0.loss_iou: 1.1496, d1.loss_cls: 1.9054, d1.loss_bbox: 0.7507, d1.loss_iou: 1.1216, d2.loss_cls: 1.8713, d2.loss_bbox: 0.7326, d2.loss_iou: 1.0970, d3.loss_cls: 1.8462, d3.loss_bbox: 0.7212, d3.loss_iou: 1.0852, d4.loss_cls: 1.8293, d4.loss_bbox: 0.7148, d4.loss_iou: 1.0786, loss: 22.2252, grad_norm: 12.2700 -2022-10-26 22:55:10,750 - mmdet - INFO - Epoch [46][1100/1849] lr: 2.000e-05, eta: 0:18:40, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.8178, loss_bbox: 0.7175, loss_iou: 1.0886, d0.loss_cls: 1.9392, d0.loss_bbox: 0.7751, d0.loss_iou: 1.1596, d1.loss_cls: 1.9016, d1.loss_bbox: 0.7544, d1.loss_iou: 1.1327, d2.loss_cls: 1.8669, d2.loss_bbox: 0.7373, d2.loss_iou: 1.1088, d3.loss_cls: 1.8425, d3.loss_bbox: 0.7263, d3.loss_iou: 1.0979, d4.loss_cls: 1.8264, d4.loss_bbox: 0.7203, d4.loss_iou: 1.0914, loss: 22.3042, grad_norm: 14.1261 -2022-10-26 22:55:17,518 - mmdet - INFO - Epoch [46][1150/1849] lr: 2.000e-05, eta: 0:18:33, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.8253, loss_bbox: 0.7181, loss_iou: 1.0821, d0.loss_cls: 1.9499, d0.loss_bbox: 0.7776, d0.loss_iou: 1.1564, d1.loss_cls: 1.9112, d1.loss_bbox: 0.7548, d1.loss_iou: 1.1287, d2.loss_cls: 1.8761, d2.loss_bbox: 0.7369, d2.loss_iou: 1.1038, d3.loss_cls: 1.8528, d3.loss_bbox: 0.7264, d3.loss_iou: 1.0919, d4.loss_cls: 1.8361, d4.loss_bbox: 0.7206, d4.loss_iou: 1.0852, loss: 22.3339, grad_norm: 12.6034 -2022-10-26 22:55:24,333 - mmdet - INFO - Epoch [46][1200/1849] lr: 2.000e-05, eta: 0:18:26, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.8234, loss_bbox: 0.7151, loss_iou: 1.0827, d0.loss_cls: 1.9461, d0.loss_bbox: 0.7738, d0.loss_iou: 1.1553, d1.loss_cls: 1.9101, d1.loss_bbox: 0.7532, d1.loss_iou: 1.1290, d2.loss_cls: 1.8724, d2.loss_bbox: 0.7346, d2.loss_iou: 1.1036, d3.loss_cls: 1.8492, d3.loss_bbox: 0.7244, d3.loss_iou: 1.0924, d4.loss_cls: 1.8331, d4.loss_bbox: 0.7178, d4.loss_iou: 1.0858, loss: 22.3021, grad_norm: 11.7463 -2022-10-26 22:55:31,163 - mmdet - INFO - Epoch [46][1250/1849] lr: 2.000e-05, eta: 0:18:19, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.8246, loss_bbox: 0.7156, loss_iou: 1.0836, d0.loss_cls: 1.9492, d0.loss_bbox: 0.7744, d0.loss_iou: 1.1571, d1.loss_cls: 1.9133, d1.loss_bbox: 0.7527, d1.loss_iou: 1.1287, d2.loss_cls: 1.8746, d2.loss_bbox: 0.7351, d2.loss_iou: 1.1043, d3.loss_cls: 1.8505, d3.loss_bbox: 0.7241, d3.loss_iou: 1.0925, d4.loss_cls: 1.8354, d4.loss_bbox: 0.7176, d4.loss_iou: 1.0866, loss: 22.3200, grad_norm: 13.7685 -2022-10-26 22:55:37,960 - mmdet - INFO - Epoch [46][1300/1849] lr: 2.000e-05, eta: 0:18:12, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.8315, loss_bbox: 0.7167, loss_iou: 1.0802, d0.loss_cls: 1.9530, d0.loss_bbox: 0.7761, d0.loss_iou: 1.1540, d1.loss_cls: 1.9174, d1.loss_bbox: 0.7542, d1.loss_iou: 1.1267, d2.loss_cls: 1.8819, d2.loss_bbox: 0.7367, d2.loss_iou: 1.1021, d3.loss_cls: 1.8563, d3.loss_bbox: 0.7256, d3.loss_iou: 1.0902, d4.loss_cls: 1.8418, d4.loss_bbox: 0.7194, d4.loss_iou: 1.0832, loss: 22.3471, grad_norm: 12.0460 -2022-10-26 22:55:44,720 - mmdet - INFO - Epoch [46][1350/1849] lr: 2.000e-05, eta: 0:18:06, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.8235, loss_bbox: 0.7146, loss_iou: 1.0820, d0.loss_cls: 1.9497, d0.loss_bbox: 0.7734, d0.loss_iou: 1.1542, d1.loss_cls: 1.9137, d1.loss_bbox: 0.7515, d1.loss_iou: 1.1268, d2.loss_cls: 1.8774, d2.loss_bbox: 0.7342, d2.loss_iou: 1.1022, d3.loss_cls: 1.8552, d3.loss_bbox: 0.7230, d3.loss_iou: 1.0922, d4.loss_cls: 1.8367, d4.loss_bbox: 0.7168, d4.loss_iou: 1.0848, loss: 22.3120, grad_norm: 12.6424 -2022-10-26 22:55:51,481 - mmdet - INFO - Epoch [46][1400/1849] lr: 2.000e-05, eta: 0:17:59, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.8360, loss_bbox: 0.7132, loss_iou: 1.0823, d0.loss_cls: 1.9599, d0.loss_bbox: 0.7726, d0.loss_iou: 1.1569, d1.loss_cls: 1.9246, d1.loss_bbox: 0.7502, d1.loss_iou: 1.1275, d2.loss_cls: 1.8875, d2.loss_bbox: 0.7327, d2.loss_iou: 1.1034, d3.loss_cls: 1.8636, d3.loss_bbox: 0.7213, d3.loss_iou: 1.0919, d4.loss_cls: 1.8475, d4.loss_bbox: 0.7148, d4.loss_iou: 1.0850, loss: 22.3708, grad_norm: 11.6069 -2022-10-26 22:55:58,197 - mmdet - INFO - Epoch [46][1450/1849] lr: 2.000e-05, eta: 0:17:52, time: 0.134, data_time: 0.004, memory: 4401, loss_cls: 1.8452, loss_bbox: 0.7187, loss_iou: 1.0874, d0.loss_cls: 1.9679, d0.loss_bbox: 0.7775, d0.loss_iou: 1.1605, d1.loss_cls: 1.9334, d1.loss_bbox: 0.7556, d1.loss_iou: 1.1321, d2.loss_cls: 1.8925, d2.loss_bbox: 0.7383, d2.loss_iou: 1.1080, d3.loss_cls: 1.8703, d3.loss_bbox: 0.7271, d3.loss_iou: 1.0972, d4.loss_cls: 1.8545, d4.loss_bbox: 0.7213, d4.loss_iou: 1.0904, loss: 22.4779, grad_norm: 13.0965 -2022-10-26 22:56:04,988 - mmdet - INFO - Epoch [46][1500/1849] lr: 2.000e-05, eta: 0:17:45, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.8239, loss_bbox: 0.7134, loss_iou: 1.0788, d0.loss_cls: 1.9485, d0.loss_bbox: 0.7730, d0.loss_iou: 1.1521, d1.loss_cls: 1.9105, d1.loss_bbox: 0.7509, d1.loss_iou: 1.1236, d2.loss_cls: 1.8757, d2.loss_bbox: 0.7331, d2.loss_iou: 1.0992, d3.loss_cls: 1.8518, d3.loss_bbox: 0.7223, d3.loss_iou: 1.0881, d4.loss_cls: 1.8343, d4.loss_bbox: 0.7159, d4.loss_iou: 1.0817, loss: 22.2768, grad_norm: 12.3508 -2022-10-26 22:56:11,738 - mmdet - INFO - Epoch [46][1550/1849] lr: 2.000e-05, eta: 0:17:38, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.8197, loss_bbox: 0.7170, loss_iou: 1.0811, d0.loss_cls: 1.9428, d0.loss_bbox: 0.7758, d0.loss_iou: 1.1550, d1.loss_cls: 1.9062, d1.loss_bbox: 0.7539, d1.loss_iou: 1.1265, d2.loss_cls: 1.8697, d2.loss_bbox: 0.7362, d2.loss_iou: 1.1021, d3.loss_cls: 1.8463, d3.loss_bbox: 0.7258, d3.loss_iou: 1.0903, d4.loss_cls: 1.8305, d4.loss_bbox: 0.7193, d4.loss_iou: 1.0843, loss: 22.2823, grad_norm: 11.8216 -2022-10-26 22:56:18,601 - mmdet - INFO - Epoch [46][1600/1849] lr: 2.000e-05, eta: 0:17:31, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.8233, loss_bbox: 0.7155, loss_iou: 1.0814, d0.loss_cls: 1.9478, d0.loss_bbox: 0.7742, d0.loss_iou: 1.1548, d1.loss_cls: 1.9147, d1.loss_bbox: 0.7526, d1.loss_iou: 1.1257, d2.loss_cls: 1.8769, d2.loss_bbox: 0.7346, d2.loss_iou: 1.1016, d3.loss_cls: 1.8516, d3.loss_bbox: 0.7243, d3.loss_iou: 1.0914, d4.loss_cls: 1.8355, d4.loss_bbox: 0.7181, d4.loss_iou: 1.0847, loss: 22.3086, grad_norm: 12.3000 -2022-10-26 22:56:25,598 - mmdet - INFO - Epoch [46][1650/1849] lr: 2.000e-05, eta: 0:17:24, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.8232, loss_bbox: 0.7171, loss_iou: 1.0795, d0.loss_cls: 1.9460, d0.loss_bbox: 0.7766, d0.loss_iou: 1.1525, d1.loss_cls: 1.9115, d1.loss_bbox: 0.7548, d1.loss_iou: 1.1239, d2.loss_cls: 1.8735, d2.loss_bbox: 0.7370, d2.loss_iou: 1.1003, d3.loss_cls: 1.8501, d3.loss_bbox: 0.7256, d3.loss_iou: 1.0895, d4.loss_cls: 1.8343, d4.loss_bbox: 0.7191, d4.loss_iou: 1.0826, loss: 22.2972, grad_norm: 11.9403 -2022-10-26 22:56:32,675 - mmdet - INFO - Epoch [46][1700/1849] lr: 2.000e-05, eta: 0:17:17, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8347, loss_bbox: 0.7171, loss_iou: 1.0803, d0.loss_cls: 1.9584, d0.loss_bbox: 0.7750, d0.loss_iou: 1.1533, d1.loss_cls: 1.9223, d1.loss_bbox: 0.7540, d1.loss_iou: 1.1263, d2.loss_cls: 1.8851, d2.loss_bbox: 0.7361, d2.loss_iou: 1.1021, d3.loss_cls: 1.8597, d3.loss_bbox: 0.7260, d3.loss_iou: 1.0902, d4.loss_cls: 1.8432, d4.loss_bbox: 0.7197, d4.loss_iou: 1.0833, loss: 22.3668, grad_norm: 12.2026 -2022-10-26 22:56:39,788 - mmdet - INFO - Epoch [46][1750/1849] lr: 2.000e-05, eta: 0:17:11, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.8307, loss_bbox: 0.7182, loss_iou: 1.0835, d0.loss_cls: 1.9561, d0.loss_bbox: 0.7764, d0.loss_iou: 1.1564, d1.loss_cls: 1.9176, d1.loss_bbox: 0.7550, d1.loss_iou: 1.1288, d2.loss_cls: 1.8823, d2.loss_bbox: 0.7368, d2.loss_iou: 1.1056, d3.loss_cls: 1.8584, d3.loss_bbox: 0.7259, d3.loss_iou: 1.0937, d4.loss_cls: 1.8434, d4.loss_bbox: 0.7199, d4.loss_iou: 1.0867, loss: 22.3753, grad_norm: 12.1142 -2022-10-26 22:56:46,693 - mmdet - INFO - Epoch [46][1800/1849] lr: 2.000e-05, eta: 0:17:04, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8262, loss_bbox: 0.7182, loss_iou: 1.0860, d0.loss_cls: 1.9477, d0.loss_bbox: 0.7772, d0.loss_iou: 1.1603, d1.loss_cls: 1.9107, d1.loss_bbox: 0.7547, d1.loss_iou: 1.1311, d2.loss_cls: 1.8769, d2.loss_bbox: 0.7371, d2.loss_iou: 1.1066, d3.loss_cls: 1.8525, d3.loss_bbox: 0.7267, d3.loss_iou: 1.0958, d4.loss_cls: 1.8359, d4.loss_bbox: 0.7204, d4.loss_iou: 1.0893, loss: 22.3533, grad_norm: 13.3535 -2022-10-26 22:56:53,554 - mmdet - INFO - Saving checkpoint at 46 epochs -2022-10-26 22:57:04,426 - mmdet - INFO - Epoch [47][50/1849] lr: 2.000e-05, eta: 0:16:50, time: 0.205, data_time: 0.065, memory: 4401, loss_cls: 1.8210, loss_bbox: 0.7166, loss_iou: 1.0881, d0.loss_cls: 1.9437, d0.loss_bbox: 0.7761, d0.loss_iou: 1.1619, d1.loss_cls: 1.9070, d1.loss_bbox: 0.7539, d1.loss_iou: 1.1342, d2.loss_cls: 1.8701, d2.loss_bbox: 0.7360, d2.loss_iou: 1.1091, d3.loss_cls: 1.8484, d3.loss_bbox: 0.7255, d3.loss_iou: 1.0975, d4.loss_cls: 1.8314, d4.loss_bbox: 0.7188, d4.loss_iou: 1.0913, loss: 22.3307, grad_norm: 12.4987 -2022-10-26 22:57:11,711 - mmdet - INFO - Epoch [47][100/1849] lr: 2.000e-05, eta: 0:16:43, time: 0.146, data_time: 0.005, memory: 4401, loss_cls: 1.8152, loss_bbox: 0.7114, loss_iou: 1.0790, d0.loss_cls: 1.9434, d0.loss_bbox: 0.7700, d0.loss_iou: 1.1532, d1.loss_cls: 1.9059, d1.loss_bbox: 0.7482, d1.loss_iou: 1.1244, d2.loss_cls: 1.8679, d2.loss_bbox: 0.7302, d2.loss_iou: 1.1000, d3.loss_cls: 1.8450, d3.loss_bbox: 0.7198, d3.loss_iou: 1.0884, d4.loss_cls: 1.8264, d4.loss_bbox: 0.7133, d4.loss_iou: 1.0820, loss: 22.2236, grad_norm: 13.0558 -2022-10-26 22:57:18,790 - mmdet - INFO - Epoch [47][150/1849] lr: 2.000e-05, eta: 0:16:36, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8215, loss_bbox: 0.7149, loss_iou: 1.0817, d0.loss_cls: 1.9467, d0.loss_bbox: 0.7730, d0.loss_iou: 1.1548, d1.loss_cls: 1.9084, d1.loss_bbox: 0.7522, d1.loss_iou: 1.1273, d2.loss_cls: 1.8709, d2.loss_bbox: 0.7342, d2.loss_iou: 1.1036, d3.loss_cls: 1.8474, d3.loss_bbox: 0.7235, d3.loss_iou: 1.0910, d4.loss_cls: 1.8321, d4.loss_bbox: 0.7170, d4.loss_iou: 1.0847, loss: 22.2850, grad_norm: 12.2995 -2022-10-26 22:57:25,714 - mmdet - INFO - Epoch [47][200/1849] lr: 2.000e-05, eta: 0:16:29, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8278, loss_bbox: 0.7174, loss_iou: 1.0850, d0.loss_cls: 1.9506, d0.loss_bbox: 0.7766, d0.loss_iou: 1.1575, d1.loss_cls: 1.9160, d1.loss_bbox: 0.7552, d1.loss_iou: 1.1304, d2.loss_cls: 1.8767, d2.loss_bbox: 0.7369, d2.loss_iou: 1.1066, d3.loss_cls: 1.8543, d3.loss_bbox: 0.7263, d3.loss_iou: 1.0950, d4.loss_cls: 1.8382, d4.loss_bbox: 0.7200, d4.loss_iou: 1.0880, loss: 22.3586, grad_norm: 12.6217 -2022-10-26 22:57:32,740 - mmdet - INFO - Epoch [47][250/1849] lr: 2.000e-05, eta: 0:16:22, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8331, loss_bbox: 0.7195, loss_iou: 1.0857, d0.loss_cls: 1.9602, d0.loss_bbox: 0.7784, d0.loss_iou: 1.1605, d1.loss_cls: 1.9218, d1.loss_bbox: 0.7560, d1.loss_iou: 1.1323, d2.loss_cls: 1.8847, d2.loss_bbox: 0.7383, d2.loss_iou: 1.1075, d3.loss_cls: 1.8613, d3.loss_bbox: 0.7278, d3.loss_iou: 1.0957, d4.loss_cls: 1.8444, d4.loss_bbox: 0.7214, d4.loss_iou: 1.0891, loss: 22.4178, grad_norm: 11.8475 -2022-10-26 22:57:39,746 - mmdet - INFO - Epoch [47][300/1849] lr: 2.000e-05, eta: 0:16:15, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.8368, loss_bbox: 0.7181, loss_iou: 1.0849, d0.loss_cls: 1.9566, d0.loss_bbox: 0.7776, d0.loss_iou: 1.1578, d1.loss_cls: 1.9222, d1.loss_bbox: 0.7551, d1.loss_iou: 1.1286, d2.loss_cls: 1.8859, d2.loss_bbox: 0.7368, d2.loss_iou: 1.1046, d3.loss_cls: 1.8624, d3.loss_bbox: 0.7259, d3.loss_iou: 1.0942, d4.loss_cls: 1.8470, d4.loss_bbox: 0.7203, d4.loss_iou: 1.0879, loss: 22.4029, grad_norm: 12.6216 -2022-10-26 22:57:46,520 - mmdet - INFO - Epoch [47][350/1849] lr: 2.000e-05, eta: 0:16:09, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.8095, loss_bbox: 0.7169, loss_iou: 1.0818, d0.loss_cls: 1.9297, d0.loss_bbox: 0.7764, d0.loss_iou: 1.1544, d1.loss_cls: 1.8966, d1.loss_bbox: 0.7545, d1.loss_iou: 1.1264, d2.loss_cls: 1.8599, d2.loss_bbox: 0.7369, d2.loss_iou: 1.1023, d3.loss_cls: 1.8341, d3.loss_bbox: 0.7250, d3.loss_iou: 1.0916, d4.loss_cls: 1.8194, d4.loss_bbox: 0.7197, d4.loss_iou: 1.0844, loss: 22.2196, grad_norm: 13.5139 -2022-10-26 22:57:53,468 - mmdet - INFO - Epoch [47][400/1849] lr: 2.000e-05, eta: 0:16:02, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8207, loss_bbox: 0.7188, loss_iou: 1.0858, d0.loss_cls: 1.9469, d0.loss_bbox: 0.7759, d0.loss_iou: 1.1579, d1.loss_cls: 1.9100, d1.loss_bbox: 0.7554, d1.loss_iou: 1.1301, d2.loss_cls: 1.8727, d2.loss_bbox: 0.7384, d2.loss_iou: 1.1067, d3.loss_cls: 1.8487, d3.loss_bbox: 0.7274, d3.loss_iou: 1.0955, d4.loss_cls: 1.8323, d4.loss_bbox: 0.7211, d4.loss_iou: 1.0890, loss: 22.3332, grad_norm: 12.7210 -2022-10-26 22:58:00,318 - mmdet - INFO - Epoch [47][450/1849] lr: 2.000e-05, eta: 0:15:55, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.8237, loss_bbox: 0.7177, loss_iou: 1.0840, d0.loss_cls: 1.9521, d0.loss_bbox: 0.7782, d0.loss_iou: 1.1587, d1.loss_cls: 1.9106, d1.loss_bbox: 0.7562, d1.loss_iou: 1.1301, d2.loss_cls: 1.8723, d2.loss_bbox: 0.7377, d2.loss_iou: 1.1051, d3.loss_cls: 1.8499, d3.loss_bbox: 0.7262, d3.loss_iou: 1.0939, d4.loss_cls: 1.8335, d4.loss_bbox: 0.7199, d4.loss_iou: 1.0869, loss: 22.3365, grad_norm: 11.7129 -2022-10-26 22:58:07,251 - mmdet - INFO - Epoch [47][500/1849] lr: 2.000e-05, eta: 0:15:48, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8250, loss_bbox: 0.7110, loss_iou: 1.0782, d0.loss_cls: 1.9500, d0.loss_bbox: 0.7703, d0.loss_iou: 1.1517, d1.loss_cls: 1.9126, d1.loss_bbox: 0.7484, d1.loss_iou: 1.1239, d2.loss_cls: 1.8754, d2.loss_bbox: 0.7308, d2.loss_iou: 1.0994, d3.loss_cls: 1.8503, d3.loss_bbox: 0.7198, d3.loss_iou: 1.0881, d4.loss_cls: 1.8347, d4.loss_bbox: 0.7135, d4.loss_iou: 1.0810, loss: 22.2643, grad_norm: 12.3913 -2022-10-26 22:58:14,192 - mmdet - INFO - Epoch [47][550/1849] lr: 2.000e-05, eta: 0:15:41, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8161, loss_bbox: 0.7179, loss_iou: 1.0836, d0.loss_cls: 1.9396, d0.loss_bbox: 0.7754, d0.loss_iou: 1.1573, d1.loss_cls: 1.9016, d1.loss_bbox: 0.7546, d1.loss_iou: 1.1286, d2.loss_cls: 1.8654, d2.loss_bbox: 0.7374, d2.loss_iou: 1.1051, d3.loss_cls: 1.8402, d3.loss_bbox: 0.7265, d3.loss_iou: 1.0937, d4.loss_cls: 1.8249, d4.loss_bbox: 0.7205, d4.loss_iou: 1.0865, loss: 22.2751, grad_norm: 12.4810 -2022-10-26 22:58:21,155 - mmdet - INFO - Epoch [47][600/1849] lr: 2.000e-05, eta: 0:15:34, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8278, loss_bbox: 0.7147, loss_iou: 1.0822, d0.loss_cls: 1.9554, d0.loss_bbox: 0.7746, d0.loss_iou: 1.1564, d1.loss_cls: 1.9168, d1.loss_bbox: 0.7525, d1.loss_iou: 1.1283, d2.loss_cls: 1.8827, d2.loss_bbox: 0.7352, d2.loss_iou: 1.1035, d3.loss_cls: 1.8573, d3.loss_bbox: 0.7239, d3.loss_iou: 1.0919, d4.loss_cls: 1.8404, d4.loss_bbox: 0.7175, d4.loss_iou: 1.0851, loss: 22.3463, grad_norm: 12.2896 -2022-10-26 22:58:28,235 - mmdet - INFO - Epoch [47][650/1849] lr: 2.000e-05, eta: 0:15:27, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.8178, loss_bbox: 0.7172, loss_iou: 1.0825, d0.loss_cls: 1.9430, d0.loss_bbox: 0.7762, d0.loss_iou: 1.1560, d1.loss_cls: 1.9047, d1.loss_bbox: 0.7558, d1.loss_iou: 1.1287, d2.loss_cls: 1.8670, d2.loss_bbox: 0.7383, d2.loss_iou: 1.1039, d3.loss_cls: 1.8430, d3.loss_bbox: 0.7264, d3.loss_iou: 1.0928, d4.loss_cls: 1.8269, d4.loss_bbox: 0.7201, d4.loss_iou: 1.0856, loss: 22.2858, grad_norm: 12.2837 -2022-10-26 22:58:35,361 - mmdet - INFO - Epoch [47][700/1849] lr: 2.000e-05, eta: 0:15:20, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8231, loss_bbox: 0.7146, loss_iou: 1.0805, d0.loss_cls: 1.9503, d0.loss_bbox: 0.7722, d0.loss_iou: 1.1535, d1.loss_cls: 1.9119, d1.loss_bbox: 0.7513, d1.loss_iou: 1.1250, d2.loss_cls: 1.8735, d2.loss_bbox: 0.7338, d2.loss_iou: 1.1009, d3.loss_cls: 1.8494, d3.loss_bbox: 0.7233, d3.loss_iou: 1.0894, d4.loss_cls: 1.8321, d4.loss_bbox: 0.7171, d4.loss_iou: 1.0836, loss: 22.2855, grad_norm: 12.1729 -2022-10-26 22:58:42,215 - mmdet - INFO - Epoch [47][750/1849] lr: 2.000e-05, eta: 0:15:14, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.8175, loss_bbox: 0.7155, loss_iou: 1.0848, d0.loss_cls: 1.9436, d0.loss_bbox: 0.7748, d0.loss_iou: 1.1596, d1.loss_cls: 1.9063, d1.loss_bbox: 0.7533, d1.loss_iou: 1.1306, d2.loss_cls: 1.8709, d2.loss_bbox: 0.7350, d2.loss_iou: 1.1063, d3.loss_cls: 1.8466, d3.loss_bbox: 0.7244, d3.loss_iou: 1.0945, d4.loss_cls: 1.8305, d4.loss_bbox: 0.7181, d4.loss_iou: 1.0876, loss: 22.2998, grad_norm: 12.2655 -2022-10-26 22:58:49,045 - mmdet - INFO - Epoch [47][800/1849] lr: 2.000e-05, eta: 0:15:07, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.8323, loss_bbox: 0.7148, loss_iou: 1.0827, d0.loss_cls: 1.9541, d0.loss_bbox: 0.7743, d0.loss_iou: 1.1577, d1.loss_cls: 1.9198, d1.loss_bbox: 0.7519, d1.loss_iou: 1.1278, d2.loss_cls: 1.8832, d2.loss_bbox: 0.7345, d2.loss_iou: 1.1039, d3.loss_cls: 1.8589, d3.loss_bbox: 0.7239, d3.loss_iou: 1.0926, d4.loss_cls: 1.8414, d4.loss_bbox: 0.7175, d4.loss_iou: 1.0857, loss: 22.3569, grad_norm: 11.5474 -2022-10-26 22:58:55,936 - mmdet - INFO - Epoch [47][850/1849] lr: 2.000e-05, eta: 0:15:00, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8224, loss_bbox: 0.7151, loss_iou: 1.0774, d0.loss_cls: 1.9480, d0.loss_bbox: 0.7743, d0.loss_iou: 1.1505, d1.loss_cls: 1.9082, d1.loss_bbox: 0.7514, d1.loss_iou: 1.1208, d2.loss_cls: 1.8723, d2.loss_bbox: 0.7342, d2.loss_iou: 1.0971, d3.loss_cls: 1.8484, d3.loss_bbox: 0.7238, d3.loss_iou: 1.0866, d4.loss_cls: 1.8340, d4.loss_bbox: 0.7175, d4.loss_iou: 1.0803, loss: 22.2626, grad_norm: 12.2372 -2022-10-26 22:59:02,968 - mmdet - INFO - Epoch [47][900/1849] lr: 2.000e-05, eta: 0:14:53, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8181, loss_bbox: 0.7143, loss_iou: 1.0800, d0.loss_cls: 1.9432, d0.loss_bbox: 0.7747, d0.loss_iou: 1.1537, d1.loss_cls: 1.9060, d1.loss_bbox: 0.7513, d1.loss_iou: 1.1257, d2.loss_cls: 1.8692, d2.loss_bbox: 0.7340, d2.loss_iou: 1.1019, d3.loss_cls: 1.8447, d3.loss_bbox: 0.7234, d3.loss_iou: 1.0898, d4.loss_cls: 1.8293, d4.loss_bbox: 0.7163, d4.loss_iou: 1.0834, loss: 22.2590, grad_norm: 13.4939 -2022-10-26 22:59:09,806 - mmdet - INFO - Epoch [47][950/1849] lr: 2.000e-05, eta: 0:14:46, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.8211, loss_bbox: 0.7155, loss_iou: 1.0835, d0.loss_cls: 1.9430, d0.loss_bbox: 0.7733, d0.loss_iou: 1.1577, d1.loss_cls: 1.9075, d1.loss_bbox: 0.7517, d1.loss_iou: 1.1287, d2.loss_cls: 1.8706, d2.loss_bbox: 0.7342, d2.loss_iou: 1.1052, d3.loss_cls: 1.8467, d3.loss_bbox: 0.7239, d3.loss_iou: 1.0932, d4.loss_cls: 1.8311, d4.loss_bbox: 0.7178, d4.loss_iou: 1.0866, loss: 22.2912, grad_norm: 13.0775 -2022-10-26 22:59:16,789 - mmdet - INFO - Epoch [47][1000/1849] lr: 2.000e-05, eta: 0:14:39, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8336, loss_bbox: 0.7196, loss_iou: 1.0837, d0.loss_cls: 1.9573, d0.loss_bbox: 0.7777, d0.loss_iou: 1.1576, d1.loss_cls: 1.9210, d1.loss_bbox: 0.7571, d1.loss_iou: 1.1294, d2.loss_cls: 1.8844, d2.loss_bbox: 0.7397, d2.loss_iou: 1.1054, d3.loss_cls: 1.8615, d3.loss_bbox: 0.7288, d3.loss_iou: 1.0943, d4.loss_cls: 1.8436, d4.loss_bbox: 0.7223, d4.loss_iou: 1.0875, loss: 22.4047, grad_norm: 14.1538 -2022-10-26 22:59:23,676 - mmdet - INFO - Epoch [47][1050/1849] lr: 2.000e-05, eta: 0:14:32, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8351, loss_bbox: 0.7212, loss_iou: 1.0870, d0.loss_cls: 1.9622, d0.loss_bbox: 0.7791, d0.loss_iou: 1.1585, d1.loss_cls: 1.9231, d1.loss_bbox: 0.7575, d1.loss_iou: 1.1313, d2.loss_cls: 1.8892, d2.loss_bbox: 0.7406, d2.loss_iou: 1.1078, d3.loss_cls: 1.8632, d3.loss_bbox: 0.7301, d3.loss_iou: 1.0960, d4.loss_cls: 1.8458, d4.loss_bbox: 0.7235, d4.loss_iou: 1.0900, loss: 22.4413, grad_norm: 12.7547 -2022-10-26 22:59:30,744 - mmdet - INFO - Epoch [47][1100/1849] lr: 2.000e-05, eta: 0:14:25, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8407, loss_bbox: 0.7137, loss_iou: 1.0775, d0.loss_cls: 1.9616, d0.loss_bbox: 0.7726, d0.loss_iou: 1.1502, d1.loss_cls: 1.9242, d1.loss_bbox: 0.7509, d1.loss_iou: 1.1216, d2.loss_cls: 1.8879, d2.loss_bbox: 0.7334, d2.loss_iou: 1.0981, d3.loss_cls: 1.8642, d3.loss_bbox: 0.7218, d3.loss_iou: 1.0872, d4.loss_cls: 1.8494, d4.loss_bbox: 0.7161, d4.loss_iou: 1.0803, loss: 22.3515, grad_norm: 12.0183 -2022-10-26 22:59:37,677 - mmdet - INFO - Epoch [47][1150/1849] lr: 2.000e-05, eta: 0:14:19, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8102, loss_bbox: 0.7139, loss_iou: 1.0816, d0.loss_cls: 1.9306, d0.loss_bbox: 0.7729, d0.loss_iou: 1.1545, d1.loss_cls: 1.8947, d1.loss_bbox: 0.7515, d1.loss_iou: 1.1273, d2.loss_cls: 1.8599, d2.loss_bbox: 0.7331, d2.loss_iou: 1.1024, d3.loss_cls: 1.8360, d3.loss_bbox: 0.7222, d3.loss_iou: 1.0918, d4.loss_cls: 1.8202, d4.loss_bbox: 0.7166, d4.loss_iou: 1.0849, loss: 22.2044, grad_norm: 11.9178 -2022-10-26 22:59:44,655 - mmdet - INFO - Epoch [47][1200/1849] lr: 2.000e-05, eta: 0:14:12, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8216, loss_bbox: 0.7177, loss_iou: 1.0874, d0.loss_cls: 1.9433, d0.loss_bbox: 0.7755, d0.loss_iou: 1.1597, d1.loss_cls: 1.9067, d1.loss_bbox: 0.7549, d1.loss_iou: 1.1319, d2.loss_cls: 1.8721, d2.loss_bbox: 0.7376, d2.loss_iou: 1.1085, d3.loss_cls: 1.8479, d3.loss_bbox: 0.7264, d3.loss_iou: 1.0973, d4.loss_cls: 1.8315, d4.loss_bbox: 0.7204, d4.loss_iou: 1.0907, loss: 22.3311, grad_norm: 11.8961 -2022-10-26 22:59:51,578 - mmdet - INFO - Epoch [47][1250/1849] lr: 2.000e-05, eta: 0:14:05, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8236, loss_bbox: 0.7156, loss_iou: 1.0843, d0.loss_cls: 1.9456, d0.loss_bbox: 0.7747, d0.loss_iou: 1.1584, d1.loss_cls: 1.9083, d1.loss_bbox: 0.7527, d1.loss_iou: 1.1295, d2.loss_cls: 1.8711, d2.loss_bbox: 0.7348, d2.loss_iou: 1.1061, d3.loss_cls: 1.8510, d3.loss_bbox: 0.7241, d3.loss_iou: 1.0939, d4.loss_cls: 1.8328, d4.loss_bbox: 0.7179, d4.loss_iou: 1.0872, loss: 22.3117, grad_norm: 12.3312 -2022-10-26 22:59:58,795 - mmdet - INFO - Epoch [47][1300/1849] lr: 2.000e-05, eta: 0:13:58, time: 0.144, data_time: 0.004, memory: 4401, loss_cls: 1.8141, loss_bbox: 0.7154, loss_iou: 1.0781, d0.loss_cls: 1.9333, d0.loss_bbox: 0.7734, d0.loss_iou: 1.1491, d1.loss_cls: 1.8968, d1.loss_bbox: 0.7522, d1.loss_iou: 1.1235, d2.loss_cls: 1.8631, d2.loss_bbox: 0.7339, d2.loss_iou: 1.0988, d3.loss_cls: 1.8400, d3.loss_bbox: 0.7233, d3.loss_iou: 1.0875, d4.loss_cls: 1.8242, d4.loss_bbox: 0.7179, d4.loss_iou: 1.0813, loss: 22.2057, grad_norm: 12.2431 -2022-10-26 23:00:06,023 - mmdet - INFO - Epoch [47][1350/1849] lr: 2.000e-05, eta: 0:13:51, time: 0.145, data_time: 0.005, memory: 4401, loss_cls: 1.8476, loss_bbox: 0.7156, loss_iou: 1.0798, d0.loss_cls: 1.9718, d0.loss_bbox: 0.7764, d0.loss_iou: 1.1542, d1.loss_cls: 1.9339, d1.loss_bbox: 0.7534, d1.loss_iou: 1.1260, d2.loss_cls: 1.8974, d2.loss_bbox: 0.7352, d2.loss_iou: 1.1010, d3.loss_cls: 1.8736, d3.loss_bbox: 0.7242, d3.loss_iou: 1.0900, d4.loss_cls: 1.8574, d4.loss_bbox: 0.7178, d4.loss_iou: 1.0831, loss: 22.4384, grad_norm: 12.3687 -2022-10-26 23:00:13,186 - mmdet - INFO - Epoch [47][1400/1849] lr: 2.000e-05, eta: 0:13:44, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 1.8224, loss_bbox: 0.7143, loss_iou: 1.0831, d0.loss_cls: 1.9476, d0.loss_bbox: 0.7728, d0.loss_iou: 1.1557, d1.loss_cls: 1.9069, d1.loss_bbox: 0.7507, d1.loss_iou: 1.1287, d2.loss_cls: 1.8711, d2.loss_bbox: 0.7337, d2.loss_iou: 1.1046, d3.loss_cls: 1.8493, d3.loss_bbox: 0.7227, d3.loss_iou: 1.0933, d4.loss_cls: 1.8329, d4.loss_bbox: 0.7166, d4.loss_iou: 1.0859, loss: 22.2924, grad_norm: 11.5104 -2022-10-26 23:00:20,281 - mmdet - INFO - Epoch [47][1450/1849] lr: 2.000e-05, eta: 0:13:37, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8214, loss_bbox: 0.7208, loss_iou: 1.0858, d0.loss_cls: 1.9422, d0.loss_bbox: 0.7793, d0.loss_iou: 1.1584, d1.loss_cls: 1.9069, d1.loss_bbox: 0.7576, d1.loss_iou: 1.1291, d2.loss_cls: 1.8691, d2.loss_bbox: 0.7397, d2.loss_iou: 1.1065, d3.loss_cls: 1.8474, d3.loss_bbox: 0.7294, d3.loss_iou: 1.0956, d4.loss_cls: 1.8317, d4.loss_bbox: 0.7228, d4.loss_iou: 1.0889, loss: 22.3327, grad_norm: 11.1641 -2022-10-26 23:00:27,297 - mmdet - INFO - Epoch [47][1500/1849] lr: 2.000e-05, eta: 0:13:31, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.8061, loss_bbox: 0.7154, loss_iou: 1.0875, d0.loss_cls: 1.9298, d0.loss_bbox: 0.7736, d0.loss_iou: 1.1617, d1.loss_cls: 1.8929, d1.loss_bbox: 0.7512, d1.loss_iou: 1.1324, d2.loss_cls: 1.8560, d2.loss_bbox: 0.7334, d2.loss_iou: 1.1084, d3.loss_cls: 1.8326, d3.loss_bbox: 0.7238, d3.loss_iou: 1.0976, d4.loss_cls: 1.8176, d4.loss_bbox: 0.7178, d4.loss_iou: 1.0907, loss: 22.2284, grad_norm: 12.1953 -2022-10-26 23:00:34,404 - mmdet - INFO - Epoch [47][1550/1849] lr: 2.000e-05, eta: 0:13:24, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8180, loss_bbox: 0.7161, loss_iou: 1.0804, d0.loss_cls: 1.9448, d0.loss_bbox: 0.7759, d0.loss_iou: 1.1545, d1.loss_cls: 1.9085, d1.loss_bbox: 0.7536, d1.loss_iou: 1.1261, d2.loss_cls: 1.8721, d2.loss_bbox: 0.7362, d2.loss_iou: 1.1019, d3.loss_cls: 1.8451, d3.loss_bbox: 0.7247, d3.loss_iou: 1.0905, d4.loss_cls: 1.8289, d4.loss_bbox: 0.7187, d4.loss_iou: 1.0836, loss: 22.2796, grad_norm: 12.8640 -2022-10-26 23:00:41,714 - mmdet - INFO - Epoch [47][1600/1849] lr: 2.000e-05, eta: 0:13:17, time: 0.146, data_time: 0.004, memory: 4401, loss_cls: 1.8237, loss_bbox: 0.7171, loss_iou: 1.0852, d0.loss_cls: 1.9467, d0.loss_bbox: 0.7773, d0.loss_iou: 1.1596, d1.loss_cls: 1.9118, d1.loss_bbox: 0.7539, d1.loss_iou: 1.1297, d2.loss_cls: 1.8764, d2.loss_bbox: 0.7361, d2.loss_iou: 1.1058, d3.loss_cls: 1.8535, d3.loss_bbox: 0.7256, d3.loss_iou: 1.0949, d4.loss_cls: 1.8347, d4.loss_bbox: 0.7196, d4.loss_iou: 1.0883, loss: 22.3400, grad_norm: 12.3214 -2022-10-26 23:00:48,820 - mmdet - INFO - Epoch [47][1650/1849] lr: 2.000e-05, eta: 0:13:10, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.8152, loss_bbox: 0.7125, loss_iou: 1.0795, d0.loss_cls: 1.9410, d0.loss_bbox: 0.7710, d0.loss_iou: 1.1541, d1.loss_cls: 1.9027, d1.loss_bbox: 0.7502, d1.loss_iou: 1.1267, d2.loss_cls: 1.8659, d2.loss_bbox: 0.7324, d2.loss_iou: 1.1013, d3.loss_cls: 1.8402, d3.loss_bbox: 0.7213, d3.loss_iou: 1.0895, d4.loss_cls: 1.8243, d4.loss_bbox: 0.7150, d4.loss_iou: 1.0832, loss: 22.2261, grad_norm: 12.3460 -2022-10-26 23:00:56,008 - mmdet - INFO - Epoch [47][1700/1849] lr: 2.000e-05, eta: 0:13:03, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.8282, loss_bbox: 0.7157, loss_iou: 1.0787, d0.loss_cls: 1.9518, d0.loss_bbox: 0.7749, d0.loss_iou: 1.1499, d1.loss_cls: 1.9135, d1.loss_bbox: 0.7541, d1.loss_iou: 1.1231, d2.loss_cls: 1.8776, d2.loss_bbox: 0.7359, d2.loss_iou: 1.0997, d3.loss_cls: 1.8538, d3.loss_bbox: 0.7246, d3.loss_iou: 1.0881, d4.loss_cls: 1.8377, d4.loss_bbox: 0.7184, d4.loss_iou: 1.0819, loss: 22.3074, grad_norm: 13.0345 -2022-10-26 23:01:03,139 - mmdet - INFO - Epoch [47][1750/1849] lr: 2.000e-05, eta: 0:12:56, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.8205, loss_bbox: 0.7137, loss_iou: 1.0794, d0.loss_cls: 1.9405, d0.loss_bbox: 0.7737, d0.loss_iou: 1.1528, d1.loss_cls: 1.9062, d1.loss_bbox: 0.7511, d1.loss_iou: 1.1241, d2.loss_cls: 1.8708, d2.loss_bbox: 0.7337, d2.loss_iou: 1.0999, d3.loss_cls: 1.8473, d3.loss_bbox: 0.7227, d3.loss_iou: 1.0881, d4.loss_cls: 1.8307, d4.loss_bbox: 0.7159, d4.loss_iou: 1.0816, loss: 22.2527, grad_norm: 12.6964 -2022-10-26 23:01:10,166 - mmdet - INFO - Epoch [47][1800/1849] lr: 2.000e-05, eta: 0:12:49, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.8121, loss_bbox: 0.7138, loss_iou: 1.0804, d0.loss_cls: 1.9314, d0.loss_bbox: 0.7729, d0.loss_iou: 1.1538, d1.loss_cls: 1.8997, d1.loss_bbox: 0.7512, d1.loss_iou: 1.1268, d2.loss_cls: 1.8638, d2.loss_bbox: 0.7333, d2.loss_iou: 1.1017, d3.loss_cls: 1.8378, d3.loss_bbox: 0.7222, d3.loss_iou: 1.0906, d4.loss_cls: 1.8219, d4.loss_bbox: 0.7158, d4.loss_iou: 1.0834, loss: 22.2125, grad_norm: 11.8855 -2022-10-26 23:01:17,209 - mmdet - INFO - Saving checkpoint at 47 epochs -2022-10-26 23:01:27,882 - mmdet - INFO - Epoch [48][50/1849] lr: 2.000e-05, eta: 0:12:36, time: 0.201, data_time: 0.064, memory: 4401, loss_cls: 1.8260, loss_bbox: 0.7170, loss_iou: 1.0872, d0.loss_cls: 1.9497, d0.loss_bbox: 0.7757, d0.loss_iou: 1.1617, d1.loss_cls: 1.9107, d1.loss_bbox: 0.7545, d1.loss_iou: 1.1322, d2.loss_cls: 1.8762, d2.loss_bbox: 0.7369, d2.loss_iou: 1.1082, d3.loss_cls: 1.8535, d3.loss_bbox: 0.7258, d3.loss_iou: 1.0967, d4.loss_cls: 1.8370, d4.loss_bbox: 0.7193, d4.loss_iou: 1.0904, loss: 22.3586, grad_norm: 12.0594 -2022-10-26 23:01:34,957 - mmdet - INFO - Epoch [48][100/1849] lr: 2.000e-05, eta: 0:12:29, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8252, loss_bbox: 0.7181, loss_iou: 1.0855, d0.loss_cls: 1.9459, d0.loss_bbox: 0.7777, d0.loss_iou: 1.1589, d1.loss_cls: 1.9140, d1.loss_bbox: 0.7550, d1.loss_iou: 1.1304, d2.loss_cls: 1.8761, d2.loss_bbox: 0.7377, d2.loss_iou: 1.1065, d3.loss_cls: 1.8524, d3.loss_bbox: 0.7268, d3.loss_iou: 1.0950, d4.loss_cls: 1.8344, d4.loss_bbox: 0.7205, d4.loss_iou: 1.0884, loss: 22.3487, grad_norm: 12.0900 -2022-10-26 23:01:41,870 - mmdet - INFO - Epoch [48][150/1849] lr: 2.000e-05, eta: 0:12:22, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8057, loss_bbox: 0.7190, loss_iou: 1.0827, d0.loss_cls: 1.9307, d0.loss_bbox: 0.7766, d0.loss_iou: 1.1558, d1.loss_cls: 1.8915, d1.loss_bbox: 0.7555, d1.loss_iou: 1.1269, d2.loss_cls: 1.8554, d2.loss_bbox: 0.7379, d2.loss_iou: 1.1036, d3.loss_cls: 1.8337, d3.loss_bbox: 0.7274, d3.loss_iou: 1.0922, d4.loss_cls: 1.8155, d4.loss_bbox: 0.7212, d4.loss_iou: 1.0860, loss: 22.2173, grad_norm: 12.4670 -2022-10-26 23:01:48,980 - mmdet - INFO - Epoch [48][200/1849] lr: 2.000e-05, eta: 0:12:15, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.8215, loss_bbox: 0.7148, loss_iou: 1.0816, d0.loss_cls: 1.9480, d0.loss_bbox: 0.7736, d0.loss_iou: 1.1551, d1.loss_cls: 1.9070, d1.loss_bbox: 0.7522, d1.loss_iou: 1.1264, d2.loss_cls: 1.8718, d2.loss_bbox: 0.7344, d2.loss_iou: 1.1022, d3.loss_cls: 1.8485, d3.loss_bbox: 0.7235, d3.loss_iou: 1.0912, d4.loss_cls: 1.8307, d4.loss_bbox: 0.7173, d4.loss_iou: 1.0844, loss: 22.2841, grad_norm: 12.7342 -2022-10-26 23:01:55,842 - mmdet - INFO - Epoch [48][250/1849] lr: 2.000e-05, eta: 0:12:08, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.8180, loss_bbox: 0.7102, loss_iou: 1.0771, d0.loss_cls: 1.9410, d0.loss_bbox: 0.7693, d0.loss_iou: 1.1497, d1.loss_cls: 1.9020, d1.loss_bbox: 0.7467, d1.loss_iou: 1.1217, d2.loss_cls: 1.8699, d2.loss_bbox: 0.7291, d2.loss_iou: 1.0981, d3.loss_cls: 1.8430, d3.loss_bbox: 0.7185, d3.loss_iou: 1.0871, d4.loss_cls: 1.8275, d4.loss_bbox: 0.7128, d4.loss_iou: 1.0802, loss: 22.2020, grad_norm: 11.7003 -2022-10-26 23:02:02,628 - mmdet - INFO - Epoch [48][300/1849] lr: 2.000e-05, eta: 0:12:01, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.8359, loss_bbox: 0.7134, loss_iou: 1.0782, d0.loss_cls: 1.9617, d0.loss_bbox: 0.7709, d0.loss_iou: 1.1513, d1.loss_cls: 1.9229, d1.loss_bbox: 0.7495, d1.loss_iou: 1.1234, d2.loss_cls: 1.8875, d2.loss_bbox: 0.7318, d2.loss_iou: 1.0990, d3.loss_cls: 1.8639, d3.loss_bbox: 0.7214, d3.loss_iou: 1.0873, d4.loss_cls: 1.8465, d4.loss_bbox: 0.7159, d4.loss_iou: 1.0805, loss: 22.3410, grad_norm: 11.6628 -2022-10-26 23:02:09,859 - mmdet - INFO - Epoch [48][350/1849] lr: 2.000e-05, eta: 0:11:54, time: 0.145, data_time: 0.005, memory: 4401, loss_cls: 1.8144, loss_bbox: 0.7142, loss_iou: 1.0783, d0.loss_cls: 1.9379, d0.loss_bbox: 0.7731, d0.loss_iou: 1.1529, d1.loss_cls: 1.9022, d1.loss_bbox: 0.7520, d1.loss_iou: 1.1251, d2.loss_cls: 1.8677, d2.loss_bbox: 0.7337, d2.loss_iou: 1.1002, d3.loss_cls: 1.8421, d3.loss_bbox: 0.7228, d3.loss_iou: 1.0888, d4.loss_cls: 1.8250, d4.loss_bbox: 0.7166, d4.loss_iou: 1.0815, loss: 22.2283, grad_norm: 12.3182 -2022-10-26 23:02:16,835 - mmdet - INFO - Epoch [48][400/1849] lr: 2.000e-05, eta: 0:11:47, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8293, loss_bbox: 0.7119, loss_iou: 1.0780, d0.loss_cls: 1.9570, d0.loss_bbox: 0.7707, d0.loss_iou: 1.1531, d1.loss_cls: 1.9195, d1.loss_bbox: 0.7497, d1.loss_iou: 1.1249, d2.loss_cls: 1.8808, d2.loss_bbox: 0.7313, d2.loss_iou: 1.1001, d3.loss_cls: 1.8582, d3.loss_bbox: 0.7209, d3.loss_iou: 1.0886, d4.loss_cls: 1.8398, d4.loss_bbox: 0.7145, d4.loss_iou: 1.0814, loss: 22.3097, grad_norm: 11.6600 -2022-10-26 23:02:23,583 - mmdet - INFO - Epoch [48][450/1849] lr: 2.000e-05, eta: 0:11:41, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.8175, loss_bbox: 0.7136, loss_iou: 1.0792, d0.loss_cls: 1.9408, d0.loss_bbox: 0.7737, d0.loss_iou: 1.1529, d1.loss_cls: 1.9053, d1.loss_bbox: 0.7515, d1.loss_iou: 1.1247, d2.loss_cls: 1.8680, d2.loss_bbox: 0.7335, d2.loss_iou: 1.1005, d3.loss_cls: 1.8450, d3.loss_bbox: 0.7229, d3.loss_iou: 1.0890, d4.loss_cls: 1.8275, d4.loss_bbox: 0.7160, d4.loss_iou: 1.0823, loss: 22.2441, grad_norm: 12.4183 -2022-10-26 23:02:30,614 - mmdet - INFO - Epoch [48][500/1849] lr: 2.000e-05, eta: 0:11:34, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8165, loss_bbox: 0.7151, loss_iou: 1.0831, d0.loss_cls: 1.9381, d0.loss_bbox: 0.7742, d0.loss_iou: 1.1565, d1.loss_cls: 1.9009, d1.loss_bbox: 0.7520, d1.loss_iou: 1.1270, d2.loss_cls: 1.8677, d2.loss_bbox: 0.7345, d2.loss_iou: 1.1039, d3.loss_cls: 1.8425, d3.loss_bbox: 0.7242, d3.loss_iou: 1.0931, d4.loss_cls: 1.8278, d4.loss_bbox: 0.7176, d4.loss_iou: 1.0858, loss: 22.2605, grad_norm: 13.2189 -2022-10-26 23:02:37,781 - mmdet - INFO - Epoch [48][550/1849] lr: 2.000e-05, eta: 0:11:27, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.8127, loss_bbox: 0.7122, loss_iou: 1.0788, d0.loss_cls: 1.9399, d0.loss_bbox: 0.7723, d0.loss_iou: 1.1514, d1.loss_cls: 1.9009, d1.loss_bbox: 0.7498, d1.loss_iou: 1.1251, d2.loss_cls: 1.8671, d2.loss_bbox: 0.7321, d2.loss_iou: 1.1007, d3.loss_cls: 1.8416, d3.loss_bbox: 0.7212, d3.loss_iou: 1.0892, d4.loss_cls: 1.8239, d4.loss_bbox: 0.7147, d4.loss_iou: 1.0823, loss: 22.2160, grad_norm: 13.4281 -2022-10-26 23:02:44,906 - mmdet - INFO - Epoch [48][600/1849] lr: 2.000e-05, eta: 0:11:20, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.8224, loss_bbox: 0.7213, loss_iou: 1.0892, d0.loss_cls: 1.9428, d0.loss_bbox: 0.7791, d0.loss_iou: 1.1617, d1.loss_cls: 1.9077, d1.loss_bbox: 0.7580, d1.loss_iou: 1.1339, d2.loss_cls: 1.8720, d2.loss_bbox: 0.7406, d2.loss_iou: 1.1097, d3.loss_cls: 1.8480, d3.loss_bbox: 0.7304, d3.loss_iou: 1.0989, d4.loss_cls: 1.8309, d4.loss_bbox: 0.7241, d4.loss_iou: 1.0922, loss: 22.3626, grad_norm: 12.4157 -2022-10-26 23:02:52,290 - mmdet - INFO - Epoch [48][650/1849] lr: 2.000e-05, eta: 0:11:13, time: 0.148, data_time: 0.005, memory: 4401, loss_cls: 1.8367, loss_bbox: 0.7198, loss_iou: 1.0884, d0.loss_cls: 1.9595, d0.loss_bbox: 0.7801, d0.loss_iou: 1.1620, d1.loss_cls: 1.9234, d1.loss_bbox: 0.7574, d1.loss_iou: 1.1342, d2.loss_cls: 1.8877, d2.loss_bbox: 0.7394, d2.loss_iou: 1.1096, d3.loss_cls: 1.8649, d3.loss_bbox: 0.7286, d3.loss_iou: 1.0980, d4.loss_cls: 1.8493, d4.loss_bbox: 0.7224, d4.loss_iou: 1.0910, loss: 22.4523, grad_norm: 11.6323 -2022-10-26 23:02:59,229 - mmdet - INFO - Epoch [48][700/1849] lr: 2.000e-05, eta: 0:11:06, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8243, loss_bbox: 0.7158, loss_iou: 1.0823, d0.loss_cls: 1.9497, d0.loss_bbox: 0.7743, d0.loss_iou: 1.1553, d1.loss_cls: 1.9145, d1.loss_bbox: 0.7523, d1.loss_iou: 1.1274, d2.loss_cls: 1.8771, d2.loss_bbox: 0.7350, d2.loss_iou: 1.1030, d3.loss_cls: 1.8516, d3.loss_bbox: 0.7244, d3.loss_iou: 1.0916, d4.loss_cls: 1.8355, d4.loss_bbox: 0.7176, d4.loss_iou: 1.0854, loss: 22.3169, grad_norm: 12.0690 -2022-10-26 23:03:06,228 - mmdet - INFO - Epoch [48][750/1849] lr: 2.000e-05, eta: 0:10:59, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8300, loss_bbox: 0.7146, loss_iou: 1.0849, d0.loss_cls: 1.9557, d0.loss_bbox: 0.7739, d0.loss_iou: 1.1578, d1.loss_cls: 1.9173, d1.loss_bbox: 0.7517, d1.loss_iou: 1.1306, d2.loss_cls: 1.8802, d2.loss_bbox: 0.7336, d2.loss_iou: 1.1060, d3.loss_cls: 1.8570, d3.loss_bbox: 0.7228, d3.loss_iou: 1.0939, d4.loss_cls: 1.8407, d4.loss_bbox: 0.7166, d4.loss_iou: 1.0878, loss: 22.3551, grad_norm: 12.3824 -2022-10-26 23:03:13,297 - mmdet - INFO - Epoch [48][800/1849] lr: 2.000e-05, eta: 0:10:53, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.8288, loss_bbox: 0.7150, loss_iou: 1.0826, d0.loss_cls: 1.9536, d0.loss_bbox: 0.7734, d0.loss_iou: 1.1552, d1.loss_cls: 1.9186, d1.loss_bbox: 0.7514, d1.loss_iou: 1.1278, d2.loss_cls: 1.8817, d2.loss_bbox: 0.7334, d2.loss_iou: 1.1040, d3.loss_cls: 1.8590, d3.loss_bbox: 0.7228, d3.loss_iou: 1.0923, d4.loss_cls: 1.8391, d4.loss_bbox: 0.7171, d4.loss_iou: 1.0861, loss: 22.3422, grad_norm: 11.9198 -2022-10-26 23:03:20,362 - mmdet - INFO - Epoch [48][850/1849] lr: 2.000e-05, eta: 0:10:46, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8170, loss_bbox: 0.7187, loss_iou: 1.0821, d0.loss_cls: 1.9405, d0.loss_bbox: 0.7793, d0.loss_iou: 1.1554, d1.loss_cls: 1.9067, d1.loss_bbox: 0.7559, d1.loss_iou: 1.1261, d2.loss_cls: 1.8685, d2.loss_bbox: 0.7380, d2.loss_iou: 1.1016, d3.loss_cls: 1.8443, d3.loss_bbox: 0.7278, d3.loss_iou: 1.0905, d4.loss_cls: 1.8265, d4.loss_bbox: 0.7212, d4.loss_iou: 1.0851, loss: 22.2852, grad_norm: 12.3207 -2022-10-26 23:03:27,341 - mmdet - INFO - Epoch [48][900/1849] lr: 2.000e-05, eta: 0:10:39, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.8280, loss_bbox: 0.7158, loss_iou: 1.0828, d0.loss_cls: 1.9520, d0.loss_bbox: 0.7757, d0.loss_iou: 1.1570, d1.loss_cls: 1.9181, d1.loss_bbox: 0.7535, d1.loss_iou: 1.1288, d2.loss_cls: 1.8823, d2.loss_bbox: 0.7352, d2.loss_iou: 1.1042, d3.loss_cls: 1.8560, d3.loss_bbox: 0.7246, d3.loss_iou: 1.0927, d4.loss_cls: 1.8391, d4.loss_bbox: 0.7182, d4.loss_iou: 1.0860, loss: 22.3499, grad_norm: 12.6131 -2022-10-26 23:03:34,388 - mmdet - INFO - Epoch [48][950/1849] lr: 2.000e-05, eta: 0:10:32, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8187, loss_bbox: 0.7201, loss_iou: 1.0845, d0.loss_cls: 1.9439, d0.loss_bbox: 0.7779, d0.loss_iou: 1.1559, d1.loss_cls: 1.9055, d1.loss_bbox: 0.7556, d1.loss_iou: 1.1284, d2.loss_cls: 1.8697, d2.loss_bbox: 0.7386, d2.loss_iou: 1.1052, d3.loss_cls: 1.8452, d3.loss_bbox: 0.7282, d3.loss_iou: 1.0942, d4.loss_cls: 1.8310, d4.loss_bbox: 0.7222, d4.loss_iou: 1.0875, loss: 22.3123, grad_norm: 13.2134 -2022-10-26 23:03:41,358 - mmdet - INFO - Epoch [48][1000/1849] lr: 2.000e-05, eta: 0:10:25, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8172, loss_bbox: 0.7151, loss_iou: 1.0817, d0.loss_cls: 1.9438, d0.loss_bbox: 0.7731, d0.loss_iou: 1.1549, d1.loss_cls: 1.9013, d1.loss_bbox: 0.7518, d1.loss_iou: 1.1267, d2.loss_cls: 1.8643, d2.loss_bbox: 0.7340, d2.loss_iou: 1.1030, d3.loss_cls: 1.8422, d3.loss_bbox: 0.7231, d3.loss_iou: 1.0911, d4.loss_cls: 1.8270, d4.loss_bbox: 0.7172, d4.loss_iou: 1.0846, loss: 22.2522, grad_norm: 12.1322 -2022-10-26 23:03:48,321 - mmdet - INFO - Epoch [48][1050/1849] lr: 2.000e-05, eta: 0:10:18, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8109, loss_bbox: 0.7130, loss_iou: 1.0770, d0.loss_cls: 1.9349, d0.loss_bbox: 0.7727, d0.loss_iou: 1.1520, d1.loss_cls: 1.8975, d1.loss_bbox: 0.7511, d1.loss_iou: 1.1236, d2.loss_cls: 1.8625, d2.loss_bbox: 0.7322, d2.loss_iou: 1.0979, d3.loss_cls: 1.8378, d3.loss_bbox: 0.7218, d3.loss_iou: 1.0872, d4.loss_cls: 1.8221, d4.loss_bbox: 0.7156, d4.loss_iou: 1.0800, loss: 22.1898, grad_norm: 13.8359 -2022-10-26 23:03:55,456 - mmdet - INFO - Epoch [48][1100/1849] lr: 2.000e-05, eta: 0:10:11, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.8220, loss_bbox: 0.7174, loss_iou: 1.0854, d0.loss_cls: 1.9473, d0.loss_bbox: 0.7770, d0.loss_iou: 1.1590, d1.loss_cls: 1.9117, d1.loss_bbox: 0.7545, d1.loss_iou: 1.1308, d2.loss_cls: 1.8726, d2.loss_bbox: 0.7373, d2.loss_iou: 1.1065, d3.loss_cls: 1.8487, d3.loss_bbox: 0.7260, d3.loss_iou: 1.0954, d4.loss_cls: 1.8323, d4.loss_bbox: 0.7196, d4.loss_iou: 1.0884, loss: 22.3320, grad_norm: 12.6691 -2022-10-26 23:04:02,775 - mmdet - INFO - Epoch [48][1150/1849] lr: 2.000e-05, eta: 0:10:04, time: 0.146, data_time: 0.004, memory: 4401, loss_cls: 1.8013, loss_bbox: 0.7142, loss_iou: 1.0811, d0.loss_cls: 1.9221, d0.loss_bbox: 0.7741, d0.loss_iou: 1.1541, d1.loss_cls: 1.8860, d1.loss_bbox: 0.7514, d1.loss_iou: 1.1259, d2.loss_cls: 1.8516, d2.loss_bbox: 0.7335, d2.loss_iou: 1.1020, d3.loss_cls: 1.8272, d3.loss_bbox: 0.7231, d3.loss_iou: 1.0908, d4.loss_cls: 1.8125, d4.loss_bbox: 0.7164, d4.loss_iou: 1.0838, loss: 22.1510, grad_norm: 12.6508 -2022-10-26 23:04:09,809 - mmdet - INFO - Epoch [48][1200/1849] lr: 2.000e-05, eta: 0:09:58, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.8184, loss_bbox: 0.7171, loss_iou: 1.0826, d0.loss_cls: 1.9423, d0.loss_bbox: 0.7750, d0.loss_iou: 1.1545, d1.loss_cls: 1.9062, d1.loss_bbox: 0.7535, d1.loss_iou: 1.1277, d2.loss_cls: 1.8690, d2.loss_bbox: 0.7358, d2.loss_iou: 1.1030, d3.loss_cls: 1.8452, d3.loss_bbox: 0.7250, d3.loss_iou: 1.0921, d4.loss_cls: 1.8275, d4.loss_bbox: 0.7195, d4.loss_iou: 1.0856, loss: 22.2800, grad_norm: 11.9141 -2022-10-26 23:04:16,914 - mmdet - INFO - Epoch [48][1250/1849] lr: 2.000e-05, eta: 0:09:51, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.8309, loss_bbox: 0.7185, loss_iou: 1.0829, d0.loss_cls: 1.9593, d0.loss_bbox: 0.7777, d0.loss_iou: 1.1569, d1.loss_cls: 1.9180, d1.loss_bbox: 0.7548, d1.loss_iou: 1.1283, d2.loss_cls: 1.8837, d2.loss_bbox: 0.7374, d2.loss_iou: 1.1036, d3.loss_cls: 1.8579, d3.loss_bbox: 0.7269, d3.loss_iou: 1.0923, d4.loss_cls: 1.8405, d4.loss_bbox: 0.7209, d4.loss_iou: 1.0859, loss: 22.3765, grad_norm: 12.3180 -2022-10-26 23:04:23,775 - mmdet - INFO - Epoch [48][1300/1849] lr: 2.000e-05, eta: 0:09:44, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.8313, loss_bbox: 0.7137, loss_iou: 1.0773, d0.loss_cls: 1.9548, d0.loss_bbox: 0.7731, d0.loss_iou: 1.1511, d1.loss_cls: 1.9159, d1.loss_bbox: 0.7512, d1.loss_iou: 1.1237, d2.loss_cls: 1.8802, d2.loss_bbox: 0.7338, d2.loss_iou: 1.0988, d3.loss_cls: 1.8561, d3.loss_bbox: 0.7225, d3.loss_iou: 1.0876, d4.loss_cls: 1.8417, d4.loss_bbox: 0.7163, d4.loss_iou: 1.0807, loss: 22.3100, grad_norm: 12.2235 -2022-10-26 23:04:30,768 - mmdet - INFO - Epoch [48][1350/1849] lr: 2.000e-05, eta: 0:09:37, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8218, loss_bbox: 0.7132, loss_iou: 1.0805, d0.loss_cls: 1.9452, d0.loss_bbox: 0.7714, d0.loss_iou: 1.1541, d1.loss_cls: 1.9106, d1.loss_bbox: 0.7495, d1.loss_iou: 1.1259, d2.loss_cls: 1.8733, d2.loss_bbox: 0.7327, d2.loss_iou: 1.1019, d3.loss_cls: 1.8505, d3.loss_bbox: 0.7212, d3.loss_iou: 1.0909, d4.loss_cls: 1.8316, d4.loss_bbox: 0.7155, d4.loss_iou: 1.0837, loss: 22.2734, grad_norm: 12.4798 -2022-10-26 23:04:37,894 - mmdet - INFO - Epoch [48][1400/1849] lr: 2.000e-05, eta: 0:09:30, time: 0.143, data_time: 0.005, memory: 4401, loss_cls: 1.8235, loss_bbox: 0.7124, loss_iou: 1.0823, d0.loss_cls: 1.9477, d0.loss_bbox: 0.7732, d0.loss_iou: 1.1571, d1.loss_cls: 1.9136, d1.loss_bbox: 0.7501, d1.loss_iou: 1.1282, d2.loss_cls: 1.8752, d2.loss_bbox: 0.7324, d2.loss_iou: 1.1034, d3.loss_cls: 1.8504, d3.loss_bbox: 0.7214, d3.loss_iou: 1.0922, d4.loss_cls: 1.8330, d4.loss_bbox: 0.7148, d4.loss_iou: 1.0852, loss: 22.2963, grad_norm: 12.9656 -2022-10-26 23:04:44,831 - mmdet - INFO - Epoch [48][1450/1849] lr: 2.000e-05, eta: 0:09:23, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8289, loss_bbox: 0.7191, loss_iou: 1.0855, d0.loss_cls: 1.9509, d0.loss_bbox: 0.7769, d0.loss_iou: 1.1580, d1.loss_cls: 1.9125, d1.loss_bbox: 0.7561, d1.loss_iou: 1.1297, d2.loss_cls: 1.8800, d2.loss_bbox: 0.7377, d2.loss_iou: 1.1065, d3.loss_cls: 1.8562, d3.loss_bbox: 0.7272, d3.loss_iou: 1.0953, d4.loss_cls: 1.8407, d4.loss_bbox: 0.7218, d4.loss_iou: 1.0884, loss: 22.3715, grad_norm: 12.2218 -2022-10-26 23:04:51,793 - mmdet - INFO - Epoch [48][1500/1849] lr: 2.000e-05, eta: 0:09:16, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8227, loss_bbox: 0.7142, loss_iou: 1.0831, d0.loss_cls: 1.9447, d0.loss_bbox: 0.7730, d0.loss_iou: 1.1583, d1.loss_cls: 1.9078, d1.loss_bbox: 0.7510, d1.loss_iou: 1.1295, d2.loss_cls: 1.8720, d2.loss_bbox: 0.7327, d2.loss_iou: 1.1044, d3.loss_cls: 1.8472, d3.loss_bbox: 0.7221, d3.loss_iou: 1.0928, d4.loss_cls: 1.8325, d4.loss_bbox: 0.7163, d4.loss_iou: 1.0862, loss: 22.2905, grad_norm: 12.4411 -2022-10-26 23:04:58,896 - mmdet - INFO - Epoch [48][1550/1849] lr: 2.000e-05, eta: 0:09:09, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.8220, loss_bbox: 0.7174, loss_iou: 1.0830, d0.loss_cls: 1.9458, d0.loss_bbox: 0.7770, d0.loss_iou: 1.1565, d1.loss_cls: 1.9093, d1.loss_bbox: 0.7546, d1.loss_iou: 1.1277, d2.loss_cls: 1.8720, d2.loss_bbox: 0.7376, d2.loss_iou: 1.1037, d3.loss_cls: 1.8484, d3.loss_bbox: 0.7267, d3.loss_iou: 1.0918, d4.loss_cls: 1.8332, d4.loss_bbox: 0.7202, d4.loss_iou: 1.0859, loss: 22.3128, grad_norm: 12.9417 -2022-10-26 23:05:05,899 - mmdet - INFO - Epoch [48][1600/1849] lr: 2.000e-05, eta: 0:09:03, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8212, loss_bbox: 0.7146, loss_iou: 1.0839, d0.loss_cls: 1.9446, d0.loss_bbox: 0.7731, d0.loss_iou: 1.1564, d1.loss_cls: 1.9097, d1.loss_bbox: 0.7524, d1.loss_iou: 1.1294, d2.loss_cls: 1.8737, d2.loss_bbox: 0.7340, d2.loss_iou: 1.1054, d3.loss_cls: 1.8479, d3.loss_bbox: 0.7236, d3.loss_iou: 1.0930, d4.loss_cls: 1.8317, d4.loss_bbox: 0.7169, d4.loss_iou: 1.0865, loss: 22.2980, grad_norm: 12.8128 -2022-10-26 23:05:12,935 - mmdet - INFO - Epoch [48][1650/1849] lr: 2.000e-05, eta: 0:08:56, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.8261, loss_bbox: 0.7161, loss_iou: 1.0771, d0.loss_cls: 1.9480, d0.loss_bbox: 0.7740, d0.loss_iou: 1.1509, d1.loss_cls: 1.9117, d1.loss_bbox: 0.7535, d1.loss_iou: 1.1232, d2.loss_cls: 1.8763, d2.loss_bbox: 0.7356, d2.loss_iou: 1.0988, d3.loss_cls: 1.8530, d3.loss_bbox: 0.7251, d3.loss_iou: 1.0870, d4.loss_cls: 1.8361, d4.loss_bbox: 0.7183, d4.loss_iou: 1.0807, loss: 22.2915, grad_norm: 12.2179 -2022-10-26 23:05:19,838 - mmdet - INFO - Epoch [48][1700/1849] lr: 2.000e-05, eta: 0:08:49, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8237, loss_bbox: 0.7103, loss_iou: 1.0763, d0.loss_cls: 1.9446, d0.loss_bbox: 0.7685, d0.loss_iou: 1.1511, d1.loss_cls: 1.9087, d1.loss_bbox: 0.7477, d1.loss_iou: 1.1226, d2.loss_cls: 1.8739, d2.loss_bbox: 0.7294, d2.loss_iou: 1.0981, d3.loss_cls: 1.8510, d3.loss_bbox: 0.7183, d3.loss_iou: 1.0861, d4.loss_cls: 1.8339, d4.loss_bbox: 0.7124, d4.loss_iou: 1.0793, loss: 22.2358, grad_norm: 12.1692 -2022-10-26 23:05:26,589 - mmdet - INFO - Epoch [48][1750/1849] lr: 2.000e-05, eta: 0:08:42, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.8220, loss_bbox: 0.7153, loss_iou: 1.0795, d0.loss_cls: 1.9472, d0.loss_bbox: 0.7753, d0.loss_iou: 1.1540, d1.loss_cls: 1.9118, d1.loss_bbox: 0.7530, d1.loss_iou: 1.1245, d2.loss_cls: 1.8735, d2.loss_bbox: 0.7354, d2.loss_iou: 1.1010, d3.loss_cls: 1.8494, d3.loss_bbox: 0.7245, d3.loss_iou: 1.0889, d4.loss_cls: 1.8316, d4.loss_bbox: 0.7180, d4.loss_iou: 1.0822, loss: 22.2869, grad_norm: 12.2206 -2022-10-26 23:05:33,447 - mmdet - INFO - Epoch [48][1800/1849] lr: 2.000e-05, eta: 0:08:35, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.8287, loss_bbox: 0.7159, loss_iou: 1.0811, d0.loss_cls: 1.9518, d0.loss_bbox: 0.7752, d0.loss_iou: 1.1547, d1.loss_cls: 1.9149, d1.loss_bbox: 0.7540, d1.loss_iou: 1.1269, d2.loss_cls: 1.8799, d2.loss_bbox: 0.7355, d2.loss_iou: 1.1028, d3.loss_cls: 1.8567, d3.loss_bbox: 0.7244, d3.loss_iou: 1.0909, d4.loss_cls: 1.8390, d4.loss_bbox: 0.7185, d4.loss_iou: 1.0842, loss: 22.3350, grad_norm: 12.1592 -2022-10-26 23:05:40,416 - mmdet - INFO - Saving checkpoint at 48 epochs -2022-10-26 23:05:51,000 - mmdet - INFO - Epoch [49][50/1849] lr: 2.000e-05, eta: 0:08:21, time: 0.199, data_time: 0.064, memory: 4401, loss_cls: 1.8141, loss_bbox: 0.7119, loss_iou: 1.0774, d0.loss_cls: 1.9375, d0.loss_bbox: 0.7716, d0.loss_iou: 1.1530, d1.loss_cls: 1.8991, d1.loss_bbox: 0.7499, d1.loss_iou: 1.1238, d2.loss_cls: 1.8627, d2.loss_bbox: 0.7321, d2.loss_iou: 1.0993, d3.loss_cls: 1.8414, d3.loss_bbox: 0.7211, d3.loss_iou: 1.0874, d4.loss_cls: 1.8240, d4.loss_bbox: 0.7145, d4.loss_iou: 1.0806, loss: 22.2014, grad_norm: 12.5187 -2022-10-26 23:05:58,014 - mmdet - INFO - Epoch [49][100/1849] lr: 2.000e-05, eta: 0:08:14, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8216, loss_bbox: 0.7132, loss_iou: 1.0821, d0.loss_cls: 1.9474, d0.loss_bbox: 0.7735, d0.loss_iou: 1.1563, d1.loss_cls: 1.9098, d1.loss_bbox: 0.7506, d1.loss_iou: 1.1281, d2.loss_cls: 1.8709, d2.loss_bbox: 0.7323, d2.loss_iou: 1.1038, d3.loss_cls: 1.8468, d3.loss_bbox: 0.7218, d3.loss_iou: 1.0917, d4.loss_cls: 1.8315, d4.loss_bbox: 0.7160, d4.loss_iou: 1.0853, loss: 22.2829, grad_norm: 12.4891 -2022-10-26 23:06:04,801 - mmdet - INFO - Epoch [49][150/1849] lr: 2.000e-05, eta: 0:08:08, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.8204, loss_bbox: 0.7151, loss_iou: 1.0769, d0.loss_cls: 1.9403, d0.loss_bbox: 0.7753, d0.loss_iou: 1.1521, d1.loss_cls: 1.9080, d1.loss_bbox: 0.7524, d1.loss_iou: 1.1225, d2.loss_cls: 1.8688, d2.loss_bbox: 0.7349, d2.loss_iou: 1.0979, d3.loss_cls: 1.8459, d3.loss_bbox: 0.7240, d3.loss_iou: 1.0871, d4.loss_cls: 1.8333, d4.loss_bbox: 0.7174, d4.loss_iou: 1.0796, loss: 22.2518, grad_norm: 11.8221 -2022-10-26 23:06:11,767 - mmdet - INFO - Epoch [49][200/1849] lr: 2.000e-05, eta: 0:08:01, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8078, loss_bbox: 0.7158, loss_iou: 1.0813, d0.loss_cls: 1.9320, d0.loss_bbox: 0.7744, d0.loss_iou: 1.1542, d1.loss_cls: 1.8973, d1.loss_bbox: 0.7525, d1.loss_iou: 1.1261, d2.loss_cls: 1.8615, d2.loss_bbox: 0.7346, d2.loss_iou: 1.1017, d3.loss_cls: 1.8361, d3.loss_bbox: 0.7240, d3.loss_iou: 1.0908, d4.loss_cls: 1.8193, d4.loss_bbox: 0.7182, d4.loss_iou: 1.0843, loss: 22.2119, grad_norm: 13.0582 -2022-10-26 23:06:18,977 - mmdet - INFO - Epoch [49][250/1849] lr: 2.000e-05, eta: 0:07:54, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.8235, loss_bbox: 0.7130, loss_iou: 1.0820, d0.loss_cls: 1.9400, d0.loss_bbox: 0.7703, d0.loss_iou: 1.1552, d1.loss_cls: 1.9082, d1.loss_bbox: 0.7500, d1.loss_iou: 1.1278, d2.loss_cls: 1.8711, d2.loss_bbox: 0.7325, d2.loss_iou: 1.1027, d3.loss_cls: 1.8491, d3.loss_bbox: 0.7213, d3.loss_iou: 1.0914, d4.loss_cls: 1.8329, d4.loss_bbox: 0.7155, d4.loss_iou: 1.0851, loss: 22.2715, grad_norm: 12.8706 -2022-10-26 23:06:26,174 - mmdet - INFO - Epoch [49][300/1849] lr: 2.000e-05, eta: 0:07:47, time: 0.144, data_time: 0.005, memory: 4401, loss_cls: 1.8006, loss_bbox: 0.7119, loss_iou: 1.0774, d0.loss_cls: 1.9271, d0.loss_bbox: 0.7713, d0.loss_iou: 1.1513, d1.loss_cls: 1.8890, d1.loss_bbox: 0.7490, d1.loss_iou: 1.1228, d2.loss_cls: 1.8518, d2.loss_bbox: 0.7313, d2.loss_iou: 1.0991, d3.loss_cls: 1.8270, d3.loss_bbox: 0.7208, d3.loss_iou: 1.0872, d4.loss_cls: 1.8119, d4.loss_bbox: 0.7143, d4.loss_iou: 1.0804, loss: 22.1242, grad_norm: 12.3613 -2022-10-26 23:06:33,266 - mmdet - INFO - Epoch [49][350/1849] lr: 2.000e-05, eta: 0:07:40, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8167, loss_bbox: 0.7189, loss_iou: 1.0855, d0.loss_cls: 1.9377, d0.loss_bbox: 0.7784, d0.loss_iou: 1.1586, d1.loss_cls: 1.9035, d1.loss_bbox: 0.7553, d1.loss_iou: 1.1302, d2.loss_cls: 1.8659, d2.loss_bbox: 0.7377, d2.loss_iou: 1.1062, d3.loss_cls: 1.8430, d3.loss_bbox: 0.7272, d3.loss_iou: 1.0947, d4.loss_cls: 1.8277, d4.loss_bbox: 0.7211, d4.loss_iou: 1.0885, loss: 22.2970, grad_norm: 12.2761 -2022-10-26 23:06:40,260 - mmdet - INFO - Epoch [49][400/1849] lr: 2.000e-05, eta: 0:07:33, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8220, loss_bbox: 0.7181, loss_iou: 1.0798, d0.loss_cls: 1.9484, d0.loss_bbox: 0.7748, d0.loss_iou: 1.1531, d1.loss_cls: 1.9089, d1.loss_bbox: 0.7546, d1.loss_iou: 1.1250, d2.loss_cls: 1.8719, d2.loss_bbox: 0.7370, d2.loss_iou: 1.1012, d3.loss_cls: 1.8488, d3.loss_bbox: 0.7263, d3.loss_iou: 1.0894, d4.loss_cls: 1.8317, d4.loss_bbox: 0.7205, d4.loss_iou: 1.0828, loss: 22.2941, grad_norm: 11.6130 -2022-10-26 23:06:47,187 - mmdet - INFO - Epoch [49][450/1849] lr: 2.000e-05, eta: 0:07:26, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8197, loss_bbox: 0.7132, loss_iou: 1.0818, d0.loss_cls: 1.9449, d0.loss_bbox: 0.7740, d0.loss_iou: 1.1562, d1.loss_cls: 1.9081, d1.loss_bbox: 0.7516, d1.loss_iou: 1.1278, d2.loss_cls: 1.8716, d2.loss_bbox: 0.7334, d2.loss_iou: 1.1032, d3.loss_cls: 1.8471, d3.loss_bbox: 0.7221, d3.loss_iou: 1.0916, d4.loss_cls: 1.8310, d4.loss_bbox: 0.7156, d4.loss_iou: 1.0845, loss: 22.2775, grad_norm: 12.3197 -2022-10-26 23:06:53,994 - mmdet - INFO - Epoch [49][500/1849] lr: 2.000e-05, eta: 0:07:19, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.8169, loss_bbox: 0.7139, loss_iou: 1.0781, d0.loss_cls: 1.9421, d0.loss_bbox: 0.7743, d0.loss_iou: 1.1532, d1.loss_cls: 1.9046, d1.loss_bbox: 0.7513, d1.loss_iou: 1.1240, d2.loss_cls: 1.8668, d2.loss_bbox: 0.7341, d2.loss_iou: 1.0998, d3.loss_cls: 1.8434, d3.loss_bbox: 0.7229, d3.loss_iou: 1.0878, d4.loss_cls: 1.8267, d4.loss_bbox: 0.7164, d4.loss_iou: 1.0809, loss: 22.2371, grad_norm: 12.0303 -2022-10-26 23:07:00,704 - mmdet - INFO - Epoch [49][550/1849] lr: 2.000e-05, eta: 0:07:13, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.8159, loss_bbox: 0.7164, loss_iou: 1.0793, d0.loss_cls: 1.9409, d0.loss_bbox: 0.7753, d0.loss_iou: 1.1525, d1.loss_cls: 1.9028, d1.loss_bbox: 0.7528, d1.loss_iou: 1.1244, d2.loss_cls: 1.8662, d2.loss_bbox: 0.7354, d2.loss_iou: 1.1004, d3.loss_cls: 1.8427, d3.loss_bbox: 0.7249, d3.loss_iou: 1.0891, d4.loss_cls: 1.8262, d4.loss_bbox: 0.7188, d4.loss_iou: 1.0823, loss: 22.2464, grad_norm: 13.9200 -2022-10-26 23:07:07,524 - mmdet - INFO - Epoch [49][600/1849] lr: 2.000e-05, eta: 0:07:06, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.8229, loss_bbox: 0.7172, loss_iou: 1.0821, d0.loss_cls: 1.9476, d0.loss_bbox: 0.7746, d0.loss_iou: 1.1547, d1.loss_cls: 1.9074, d1.loss_bbox: 0.7528, d1.loss_iou: 1.1265, d2.loss_cls: 1.8743, d2.loss_bbox: 0.7361, d2.loss_iou: 1.1027, d3.loss_cls: 1.8497, d3.loss_bbox: 0.7254, d3.loss_iou: 1.0915, d4.loss_cls: 1.8336, d4.loss_bbox: 0.7193, d4.loss_iou: 1.0846, loss: 22.3029, grad_norm: 11.6503 -2022-10-26 23:07:14,476 - mmdet - INFO - Epoch [49][650/1849] lr: 2.000e-05, eta: 0:06:59, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8093, loss_bbox: 0.7141, loss_iou: 1.0780, d0.loss_cls: 1.9328, d0.loss_bbox: 0.7737, d0.loss_iou: 1.1522, d1.loss_cls: 1.8956, d1.loss_bbox: 0.7512, d1.loss_iou: 1.1231, d2.loss_cls: 1.8598, d2.loss_bbox: 0.7336, d2.loss_iou: 1.0982, d3.loss_cls: 1.8375, d3.loss_bbox: 0.7230, d3.loss_iou: 1.0872, d4.loss_cls: 1.8212, d4.loss_bbox: 0.7167, d4.loss_iou: 1.0810, loss: 22.1883, grad_norm: 13.4317 -2022-10-26 23:07:21,402 - mmdet - INFO - Epoch [49][700/1849] lr: 2.000e-05, eta: 0:06:52, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8148, loss_bbox: 0.7155, loss_iou: 1.0820, d0.loss_cls: 1.9416, d0.loss_bbox: 0.7729, d0.loss_iou: 1.1549, d1.loss_cls: 1.9021, d1.loss_bbox: 0.7524, d1.loss_iou: 1.1268, d2.loss_cls: 1.8672, d2.loss_bbox: 0.7346, d2.loss_iou: 1.1021, d3.loss_cls: 1.8424, d3.loss_bbox: 0.7240, d3.loss_iou: 1.0917, d4.loss_cls: 1.8257, d4.loss_bbox: 0.7183, d4.loss_iou: 1.0847, loss: 22.2538, grad_norm: 14.7391 -2022-10-26 23:07:28,454 - mmdet - INFO - Epoch [49][750/1849] lr: 2.000e-05, eta: 0:06:45, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8006, loss_bbox: 0.7095, loss_iou: 1.0755, d0.loss_cls: 1.9263, d0.loss_bbox: 0.7685, d0.loss_iou: 1.1496, d1.loss_cls: 1.8894, d1.loss_bbox: 0.7465, d1.loss_iou: 1.1220, d2.loss_cls: 1.8539, d2.loss_bbox: 0.7286, d2.loss_iou: 1.0969, d3.loss_cls: 1.8269, d3.loss_bbox: 0.7182, d3.loss_iou: 1.0855, d4.loss_cls: 1.8094, d4.loss_bbox: 0.7121, d4.loss_iou: 1.0786, loss: 22.0979, grad_norm: 12.2400 -2022-10-26 23:07:35,463 - mmdet - INFO - Epoch [49][800/1849] lr: 2.000e-05, eta: 0:06:38, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8249, loss_bbox: 0.7154, loss_iou: 1.0859, d0.loss_cls: 1.9479, d0.loss_bbox: 0.7752, d0.loss_iou: 1.1594, d1.loss_cls: 1.9117, d1.loss_bbox: 0.7527, d1.loss_iou: 1.1304, d2.loss_cls: 1.8755, d2.loss_bbox: 0.7351, d2.loss_iou: 1.1062, d3.loss_cls: 1.8530, d3.loss_bbox: 0.7242, d3.loss_iou: 1.0956, d4.loss_cls: 1.8351, d4.loss_bbox: 0.7176, d4.loss_iou: 1.0888, loss: 22.3346, grad_norm: 12.2733 -2022-10-26 23:07:42,346 - mmdet - INFO - Epoch [49][850/1849] lr: 2.000e-05, eta: 0:06:31, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8276, loss_bbox: 0.7125, loss_iou: 1.0834, d0.loss_cls: 1.9514, d0.loss_bbox: 0.7710, d0.loss_iou: 1.1576, d1.loss_cls: 1.9132, d1.loss_bbox: 0.7492, d1.loss_iou: 1.1286, d2.loss_cls: 1.8787, d2.loss_bbox: 0.7313, d2.loss_iou: 1.1045, d3.loss_cls: 1.8562, d3.loss_bbox: 0.7210, d3.loss_iou: 1.0934, d4.loss_cls: 1.8398, d4.loss_bbox: 0.7150, d4.loss_iou: 1.0865, loss: 22.3209, grad_norm: 13.7524 -2022-10-26 23:07:49,286 - mmdet - INFO - Epoch [49][900/1849] lr: 2.000e-05, eta: 0:06:24, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8240, loss_bbox: 0.7114, loss_iou: 1.0795, d0.loss_cls: 1.9502, d0.loss_bbox: 0.7708, d0.loss_iou: 1.1546, d1.loss_cls: 1.9121, d1.loss_bbox: 0.7489, d1.loss_iou: 1.1253, d2.loss_cls: 1.8747, d2.loss_bbox: 0.7309, d2.loss_iou: 1.1011, d3.loss_cls: 1.8497, d3.loss_bbox: 0.7202, d3.loss_iou: 1.0894, d4.loss_cls: 1.8349, d4.loss_bbox: 0.7136, d4.loss_iou: 1.0826, loss: 22.2739, grad_norm: 12.5698 -2022-10-26 23:07:56,006 - mmdet - INFO - Epoch [49][950/1849] lr: 2.000e-05, eta: 0:06:18, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.8198, loss_bbox: 0.7151, loss_iou: 1.0772, d0.loss_cls: 1.9434, d0.loss_bbox: 0.7748, d0.loss_iou: 1.1521, d1.loss_cls: 1.9076, d1.loss_bbox: 0.7533, d1.loss_iou: 1.1245, d2.loss_cls: 1.8706, d2.loss_bbox: 0.7345, d2.loss_iou: 1.1003, d3.loss_cls: 1.8457, d3.loss_bbox: 0.7242, d3.loss_iou: 1.0876, d4.loss_cls: 1.8279, d4.loss_bbox: 0.7173, d4.loss_iou: 1.0807, loss: 22.2569, grad_norm: 12.2076 -2022-10-26 23:08:02,825 - mmdet - INFO - Epoch [49][1000/1849] lr: 2.000e-05, eta: 0:06:11, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.8356, loss_bbox: 0.7166, loss_iou: 1.0845, d0.loss_cls: 1.9602, d0.loss_bbox: 0.7763, d0.loss_iou: 1.1580, d1.loss_cls: 1.9228, d1.loss_bbox: 0.7537, d1.loss_iou: 1.1301, d2.loss_cls: 1.8866, d2.loss_bbox: 0.7364, d2.loss_iou: 1.1062, d3.loss_cls: 1.8622, d3.loss_bbox: 0.7260, d3.loss_iou: 1.0943, d4.loss_cls: 1.8471, d4.loss_bbox: 0.7194, d4.loss_iou: 1.0878, loss: 22.4038, grad_norm: 12.6056 -2022-10-26 23:08:09,742 - mmdet - INFO - Epoch [49][1050/1849] lr: 2.000e-05, eta: 0:06:04, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8254, loss_bbox: 0.7152, loss_iou: 1.0841, d0.loss_cls: 1.9494, d0.loss_bbox: 0.7734, d0.loss_iou: 1.1574, d1.loss_cls: 1.9143, d1.loss_bbox: 0.7520, d1.loss_iou: 1.1292, d2.loss_cls: 1.8756, d2.loss_bbox: 0.7335, d2.loss_iou: 1.1059, d3.loss_cls: 1.8528, d3.loss_bbox: 0.7235, d3.loss_iou: 1.0938, d4.loss_cls: 1.8347, d4.loss_bbox: 0.7173, d4.loss_iou: 1.0872, loss: 22.3245, grad_norm: 12.8431 -2022-10-26 23:08:16,825 - mmdet - INFO - Epoch [49][1100/1849] lr: 2.000e-05, eta: 0:05:57, time: 0.142, data_time: 0.005, memory: 4401, loss_cls: 1.8222, loss_bbox: 0.7150, loss_iou: 1.0851, d0.loss_cls: 1.9447, d0.loss_bbox: 0.7748, d0.loss_iou: 1.1578, d1.loss_cls: 1.9081, d1.loss_bbox: 0.7522, d1.loss_iou: 1.1299, d2.loss_cls: 1.8727, d2.loss_bbox: 0.7348, d2.loss_iou: 1.1059, d3.loss_cls: 1.8483, d3.loss_bbox: 0.7235, d3.loss_iou: 1.0950, d4.loss_cls: 1.8338, d4.loss_bbox: 0.7172, d4.loss_iou: 1.0882, loss: 22.3090, grad_norm: 12.4849 -2022-10-26 23:08:23,551 - mmdet - INFO - Epoch [49][1150/1849] lr: 2.000e-05, eta: 0:05:50, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.8221, loss_bbox: 0.7136, loss_iou: 1.0805, d0.loss_cls: 1.9476, d0.loss_bbox: 0.7728, d0.loss_iou: 1.1540, d1.loss_cls: 1.9108, d1.loss_bbox: 0.7519, d1.loss_iou: 1.1258, d2.loss_cls: 1.8745, d2.loss_bbox: 0.7335, d2.loss_iou: 1.1023, d3.loss_cls: 1.8498, d3.loss_bbox: 0.7228, d3.loss_iou: 1.0910, d4.loss_cls: 1.8336, d4.loss_bbox: 0.7161, d4.loss_iou: 1.0837, loss: 22.2866, grad_norm: 13.1872 -2022-10-26 23:08:30,277 - mmdet - INFO - Epoch [49][1200/1849] lr: 2.000e-05, eta: 0:05:43, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.8082, loss_bbox: 0.7116, loss_iou: 1.0796, d0.loss_cls: 1.9316, d0.loss_bbox: 0.7712, d0.loss_iou: 1.1546, d1.loss_cls: 1.8950, d1.loss_bbox: 0.7489, d1.loss_iou: 1.1256, d2.loss_cls: 1.8575, d2.loss_bbox: 0.7305, d2.loss_iou: 1.1014, d3.loss_cls: 1.8334, d3.loss_bbox: 0.7199, d3.loss_iou: 1.0898, d4.loss_cls: 1.8182, d4.loss_bbox: 0.7139, d4.loss_iou: 1.0829, loss: 22.1738, grad_norm: 12.5620 -2022-10-26 23:08:37,044 - mmdet - INFO - Epoch [49][1250/1849] lr: 2.000e-05, eta: 0:05:36, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.8191, loss_bbox: 0.7108, loss_iou: 1.0797, d0.loss_cls: 1.9473, d0.loss_bbox: 0.7709, d0.loss_iou: 1.1531, d1.loss_cls: 1.9115, d1.loss_bbox: 0.7485, d1.loss_iou: 1.1247, d2.loss_cls: 1.8721, d2.loss_bbox: 0.7304, d2.loss_iou: 1.1009, d3.loss_cls: 1.8471, d3.loss_bbox: 0.7195, d3.loss_iou: 1.0896, d4.loss_cls: 1.8294, d4.loss_bbox: 0.7134, d4.loss_iou: 1.0828, loss: 22.2509, grad_norm: 11.9406 -2022-10-26 23:08:43,986 - mmdet - INFO - Epoch [49][1300/1849] lr: 2.000e-05, eta: 0:05:29, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8231, loss_bbox: 0.7158, loss_iou: 1.0808, d0.loss_cls: 1.9467, d0.loss_bbox: 0.7746, d0.loss_iou: 1.1546, d1.loss_cls: 1.9100, d1.loss_bbox: 0.7518, d1.loss_iou: 1.1262, d2.loss_cls: 1.8741, d2.loss_bbox: 0.7350, d2.loss_iou: 1.1019, d3.loss_cls: 1.8482, d3.loss_bbox: 0.7248, d3.loss_iou: 1.0906, d4.loss_cls: 1.8329, d4.loss_bbox: 0.7181, d4.loss_iou: 1.0843, loss: 22.2936, grad_norm: 12.2841 -2022-10-26 23:08:50,893 - mmdet - INFO - Epoch [49][1350/1849] lr: 2.000e-05, eta: 0:05:22, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8132, loss_bbox: 0.7186, loss_iou: 1.0830, d0.loss_cls: 1.9367, d0.loss_bbox: 0.7763, d0.loss_iou: 1.1570, d1.loss_cls: 1.9003, d1.loss_bbox: 0.7556, d1.loss_iou: 1.1286, d2.loss_cls: 1.8641, d2.loss_bbox: 0.7372, d2.loss_iou: 1.1044, d3.loss_cls: 1.8374, d3.loss_bbox: 0.7262, d3.loss_iou: 1.0929, d4.loss_cls: 1.8234, d4.loss_bbox: 0.7204, d4.loss_iou: 1.0864, loss: 22.2619, grad_norm: 12.3463 -2022-10-26 23:08:57,884 - mmdet - INFO - Epoch [49][1400/1849] lr: 2.000e-05, eta: 0:05:16, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8145, loss_bbox: 0.7164, loss_iou: 1.0816, d0.loss_cls: 1.9359, d0.loss_bbox: 0.7744, d0.loss_iou: 1.1560, d1.loss_cls: 1.9010, d1.loss_bbox: 0.7534, d1.loss_iou: 1.1279, d2.loss_cls: 1.8669, d2.loss_bbox: 0.7359, d2.loss_iou: 1.1034, d3.loss_cls: 1.8416, d3.loss_bbox: 0.7251, d3.loss_iou: 1.0914, d4.loss_cls: 1.8247, d4.loss_bbox: 0.7184, d4.loss_iou: 1.0845, loss: 22.2528, grad_norm: 12.6592 -2022-10-26 23:09:04,656 - mmdet - INFO - Epoch [49][1450/1849] lr: 2.000e-05, eta: 0:05:09, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.8226, loss_bbox: 0.7216, loss_iou: 1.0836, d0.loss_cls: 1.9486, d0.loss_bbox: 0.7800, d0.loss_iou: 1.1556, d1.loss_cls: 1.9121, d1.loss_bbox: 0.7587, d1.loss_iou: 1.1286, d2.loss_cls: 1.8757, d2.loss_bbox: 0.7407, d2.loss_iou: 1.1047, d3.loss_cls: 1.8497, d3.loss_bbox: 0.7299, d3.loss_iou: 1.0935, d4.loss_cls: 1.8328, d4.loss_bbox: 0.7236, d4.loss_iou: 1.0870, loss: 22.3488, grad_norm: 14.0576 -2022-10-26 23:09:11,493 - mmdet - INFO - Epoch [49][1500/1849] lr: 2.000e-05, eta: 0:05:02, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.8144, loss_bbox: 0.7160, loss_iou: 1.0793, d0.loss_cls: 1.9382, d0.loss_bbox: 0.7729, d0.loss_iou: 1.1511, d1.loss_cls: 1.8998, d1.loss_bbox: 0.7529, d1.loss_iou: 1.1242, d2.loss_cls: 1.8654, d2.loss_bbox: 0.7351, d2.loss_iou: 1.0995, d3.loss_cls: 1.8411, d3.loss_bbox: 0.7238, d3.loss_iou: 1.0892, d4.loss_cls: 1.8243, d4.loss_bbox: 0.7181, d4.loss_iou: 1.0824, loss: 22.2275, grad_norm: 12.5083 -2022-10-26 23:09:18,210 - mmdet - INFO - Epoch [49][1550/1849] lr: 2.000e-05, eta: 0:04:55, time: 0.134, data_time: 0.005, memory: 4401, loss_cls: 1.8198, loss_bbox: 0.7140, loss_iou: 1.0807, d0.loss_cls: 1.9418, d0.loss_bbox: 0.7732, d0.loss_iou: 1.1532, d1.loss_cls: 1.9075, d1.loss_bbox: 0.7516, d1.loss_iou: 1.1261, d2.loss_cls: 1.8736, d2.loss_bbox: 0.7340, d2.loss_iou: 1.1013, d3.loss_cls: 1.8475, d3.loss_bbox: 0.7230, d3.loss_iou: 1.0902, d4.loss_cls: 1.8326, d4.loss_bbox: 0.7163, d4.loss_iou: 1.0838, loss: 22.2702, grad_norm: 16.0094 -2022-10-26 23:09:24,864 - mmdet - INFO - Epoch [49][1600/1849] lr: 2.000e-05, eta: 0:04:48, time: 0.133, data_time: 0.005, memory: 4401, loss_cls: 1.8222, loss_bbox: 0.7148, loss_iou: 1.0799, d0.loss_cls: 1.9430, d0.loss_bbox: 0.7751, d0.loss_iou: 1.1552, d1.loss_cls: 1.9104, d1.loss_bbox: 0.7517, d1.loss_iou: 1.1262, d2.loss_cls: 1.8724, d2.loss_bbox: 0.7345, d2.loss_iou: 1.1011, d3.loss_cls: 1.8474, d3.loss_bbox: 0.7227, d3.loss_iou: 1.0898, d4.loss_cls: 1.8331, d4.loss_bbox: 0.7171, d4.loss_iou: 1.0831, loss: 22.2797, grad_norm: 12.1638 -2022-10-26 23:09:31,712 - mmdet - INFO - Epoch [49][1650/1849] lr: 2.000e-05, eta: 0:04:41, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.8292, loss_bbox: 0.7166, loss_iou: 1.0850, d0.loss_cls: 1.9535, d0.loss_bbox: 0.7737, d0.loss_iou: 1.1570, d1.loss_cls: 1.9124, d1.loss_bbox: 0.7526, d1.loss_iou: 1.1295, d2.loss_cls: 1.8785, d2.loss_bbox: 0.7363, d2.loss_iou: 1.1065, d3.loss_cls: 1.8564, d3.loss_bbox: 0.7250, d3.loss_iou: 1.0940, d4.loss_cls: 1.8414, d4.loss_bbox: 0.7190, d4.loss_iou: 1.0880, loss: 22.3545, grad_norm: 11.2587 -2022-10-26 23:09:38,753 - mmdet - INFO - Epoch [49][1700/1849] lr: 2.000e-05, eta: 0:04:34, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8294, loss_bbox: 0.7167, loss_iou: 1.0811, d0.loss_cls: 1.9499, d0.loss_bbox: 0.7753, d0.loss_iou: 1.1553, d1.loss_cls: 1.9135, d1.loss_bbox: 0.7527, d1.loss_iou: 1.1270, d2.loss_cls: 1.8789, d2.loss_bbox: 0.7358, d2.loss_iou: 1.1020, d3.loss_cls: 1.8577, d3.loss_bbox: 0.7254, d3.loss_iou: 1.0911, d4.loss_cls: 1.8397, d4.loss_bbox: 0.7195, d4.loss_iou: 1.0845, loss: 22.3353, grad_norm: 13.2949 -2022-10-26 23:09:45,695 - mmdet - INFO - Epoch [49][1750/1849] lr: 2.000e-05, eta: 0:04:27, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8128, loss_bbox: 0.7161, loss_iou: 1.0816, d0.loss_cls: 1.9375, d0.loss_bbox: 0.7747, d0.loss_iou: 1.1549, d1.loss_cls: 1.8989, d1.loss_bbox: 0.7525, d1.loss_iou: 1.1265, d2.loss_cls: 1.8622, d2.loss_bbox: 0.7351, d2.loss_iou: 1.1022, d3.loss_cls: 1.8384, d3.loss_bbox: 0.7247, d3.loss_iou: 1.0910, d4.loss_cls: 1.8228, d4.loss_bbox: 0.7183, d4.loss_iou: 1.0843, loss: 22.2345, grad_norm: 13.9784 -2022-10-26 23:09:52,580 - mmdet - INFO - Epoch [49][1800/1849] lr: 2.000e-05, eta: 0:04:21, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8234, loss_bbox: 0.7132, loss_iou: 1.0784, d0.loss_cls: 1.9499, d0.loss_bbox: 0.7722, d0.loss_iou: 1.1531, d1.loss_cls: 1.9090, d1.loss_bbox: 0.7501, d1.loss_iou: 1.1249, d2.loss_cls: 1.8770, d2.loss_bbox: 0.7328, d2.loss_iou: 1.0999, d3.loss_cls: 1.8515, d3.loss_bbox: 0.7212, d3.loss_iou: 1.0878, d4.loss_cls: 1.8346, d4.loss_bbox: 0.7157, d4.loss_iou: 1.0812, loss: 22.2756, grad_norm: 12.5389 -2022-10-26 23:09:59,665 - mmdet - INFO - Saving checkpoint at 49 epochs -2022-10-26 23:10:10,299 - mmdet - INFO - Epoch [50][50/1849] lr: 2.000e-05, eta: 0:04:07, time: 0.200, data_time: 0.063, memory: 4401, loss_cls: 1.8210, loss_bbox: 0.7126, loss_iou: 1.0835, d0.loss_cls: 1.9458, d0.loss_bbox: 0.7733, d0.loss_iou: 1.1579, d1.loss_cls: 1.9096, d1.loss_bbox: 0.7493, d1.loss_iou: 1.1285, d2.loss_cls: 1.8719, d2.loss_bbox: 0.7319, d2.loss_iou: 1.1041, d3.loss_cls: 1.8465, d3.loss_bbox: 0.7211, d3.loss_iou: 1.0930, d4.loss_cls: 1.8320, d4.loss_bbox: 0.7146, d4.loss_iou: 1.0862, loss: 22.2825, grad_norm: 13.4857 -2022-10-26 23:10:17,317 - mmdet - INFO - Epoch [50][100/1849] lr: 2.000e-05, eta: 0:04:00, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.8094, loss_bbox: 0.7125, loss_iou: 1.0789, d0.loss_cls: 1.9325, d0.loss_bbox: 0.7727, d0.loss_iou: 1.1529, d1.loss_cls: 1.8951, d1.loss_bbox: 0.7504, d1.loss_iou: 1.1251, d2.loss_cls: 1.8600, d2.loss_bbox: 0.7321, d2.loss_iou: 1.1007, d3.loss_cls: 1.8365, d3.loss_bbox: 0.7215, d3.loss_iou: 1.0891, d4.loss_cls: 1.8205, d4.loss_bbox: 0.7153, d4.loss_iou: 1.0819, loss: 22.1870, grad_norm: 11.7549 -2022-10-26 23:10:24,476 - mmdet - INFO - Epoch [50][150/1849] lr: 2.000e-05, eta: 0:03:53, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 1.8239, loss_bbox: 0.7144, loss_iou: 1.0770, d0.loss_cls: 1.9483, d0.loss_bbox: 0.7742, d0.loss_iou: 1.1513, d1.loss_cls: 1.9098, d1.loss_bbox: 0.7527, d1.loss_iou: 1.1233, d2.loss_cls: 1.8725, d2.loss_bbox: 0.7343, d2.loss_iou: 1.0988, d3.loss_cls: 1.8488, d3.loss_bbox: 0.7228, d3.loss_iou: 1.0869, d4.loss_cls: 1.8336, d4.loss_bbox: 0.7168, d4.loss_iou: 1.0804, loss: 22.2698, grad_norm: 12.5311 -2022-10-26 23:10:31,613 - mmdet - INFO - Epoch [50][200/1849] lr: 2.000e-05, eta: 0:03:46, time: 0.143, data_time: 0.004, memory: 4401, loss_cls: 1.8268, loss_bbox: 0.7154, loss_iou: 1.0776, d0.loss_cls: 1.9496, d0.loss_bbox: 0.7746, d0.loss_iou: 1.1520, d1.loss_cls: 1.9137, d1.loss_bbox: 0.7529, d1.loss_iou: 1.1221, d2.loss_cls: 1.8793, d2.loss_bbox: 0.7349, d2.loss_iou: 1.0986, d3.loss_cls: 1.8537, d3.loss_bbox: 0.7237, d3.loss_iou: 1.0875, d4.loss_cls: 1.8373, d4.loss_bbox: 0.7177, d4.loss_iou: 1.0808, loss: 22.2980, grad_norm: 12.2981 -2022-10-26 23:10:38,714 - mmdet - INFO - Epoch [50][250/1849] lr: 2.000e-05, eta: 0:03:39, time: 0.142, data_time: 0.004, memory: 4401, loss_cls: 1.8327, loss_bbox: 0.7166, loss_iou: 1.0829, d0.loss_cls: 1.9575, d0.loss_bbox: 0.7745, d0.loss_iou: 1.1552, d1.loss_cls: 1.9187, d1.loss_bbox: 0.7541, d1.loss_iou: 1.1276, d2.loss_cls: 1.8865, d2.loss_bbox: 0.7365, d2.loss_iou: 1.1030, d3.loss_cls: 1.8604, d3.loss_bbox: 0.7257, d3.loss_iou: 1.0920, d4.loss_cls: 1.8446, d4.loss_bbox: 0.7192, d4.loss_iou: 1.0857, loss: 22.3731, grad_norm: 12.1392 -2022-10-26 23:10:45,626 - mmdet - INFO - Epoch [50][300/1849] lr: 2.000e-05, eta: 0:03:33, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8141, loss_bbox: 0.7150, loss_iou: 1.0805, d0.loss_cls: 1.9358, d0.loss_bbox: 0.7735, d0.loss_iou: 1.1534, d1.loss_cls: 1.9032, d1.loss_bbox: 0.7529, d1.loss_iou: 1.1259, d2.loss_cls: 1.8657, d2.loss_bbox: 0.7357, d2.loss_iou: 1.1017, d3.loss_cls: 1.8403, d3.loss_bbox: 0.7240, d3.loss_iou: 1.0904, d4.loss_cls: 1.8239, d4.loss_bbox: 0.7175, d4.loss_iou: 1.0836, loss: 22.2372, grad_norm: 12.2494 -2022-10-26 23:10:52,660 - mmdet - INFO - Epoch [50][350/1849] lr: 2.000e-05, eta: 0:03:26, time: 0.141, data_time: 0.004, memory: 4401, loss_cls: 1.8091, loss_bbox: 0.7200, loss_iou: 1.0829, d0.loss_cls: 1.9347, d0.loss_bbox: 0.7789, d0.loss_iou: 1.1569, d1.loss_cls: 1.8984, d1.loss_bbox: 0.7569, d1.loss_iou: 1.1283, d2.loss_cls: 1.8628, d2.loss_bbox: 0.7395, d2.loss_iou: 1.1039, d3.loss_cls: 1.8364, d3.loss_bbox: 0.7292, d3.loss_iou: 1.0928, d4.loss_cls: 1.8194, d4.loss_bbox: 0.7223, d4.loss_iou: 1.0862, loss: 22.2587, grad_norm: 12.1890 -2022-10-26 23:10:59,638 - mmdet - INFO - Epoch [50][400/1849] lr: 2.000e-05, eta: 0:03:19, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.8174, loss_bbox: 0.7196, loss_iou: 1.0869, d0.loss_cls: 1.9384, d0.loss_bbox: 0.7768, d0.loss_iou: 1.1598, d1.loss_cls: 1.9040, d1.loss_bbox: 0.7556, d1.loss_iou: 1.1323, d2.loss_cls: 1.8663, d2.loss_bbox: 0.7381, d2.loss_iou: 1.1080, d3.loss_cls: 1.8439, d3.loss_bbox: 0.7281, d3.loss_iou: 1.0967, d4.loss_cls: 1.8266, d4.loss_bbox: 0.7220, d4.loss_iou: 1.0898, loss: 22.3101, grad_norm: 12.0399 -2022-10-26 23:11:06,616 - mmdet - INFO - Epoch [50][450/1849] lr: 2.000e-05, eta: 0:03:12, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8132, loss_bbox: 0.7115, loss_iou: 1.0783, d0.loss_cls: 1.9371, d0.loss_bbox: 0.7722, d0.loss_iou: 1.1530, d1.loss_cls: 1.8990, d1.loss_bbox: 0.7501, d1.loss_iou: 1.1241, d2.loss_cls: 1.8647, d2.loss_bbox: 0.7310, d2.loss_iou: 1.0992, d3.loss_cls: 1.8405, d3.loss_bbox: 0.7206, d3.loss_iou: 1.0881, d4.loss_cls: 1.8254, d4.loss_bbox: 0.7138, d4.loss_iou: 1.0813, loss: 22.2032, grad_norm: 12.0713 -2022-10-26 23:11:13,893 - mmdet - INFO - Epoch [50][500/1849] lr: 2.000e-05, eta: 0:03:05, time: 0.146, data_time: 0.004, memory: 4401, loss_cls: 1.8266, loss_bbox: 0.7159, loss_iou: 1.0843, d0.loss_cls: 1.9530, d0.loss_bbox: 0.7738, d0.loss_iou: 1.1567, d1.loss_cls: 1.9130, d1.loss_bbox: 0.7532, d1.loss_iou: 1.1290, d2.loss_cls: 1.8785, d2.loss_bbox: 0.7358, d2.loss_iou: 1.1046, d3.loss_cls: 1.8546, d3.loss_bbox: 0.7245, d3.loss_iou: 1.0940, d4.loss_cls: 1.8387, d4.loss_bbox: 0.7185, d4.loss_iou: 1.0872, loss: 22.3417, grad_norm: 12.2011 -2022-10-26 23:11:20,881 - mmdet - INFO - Epoch [50][550/1849] lr: 2.000e-05, eta: 0:02:58, time: 0.140, data_time: 0.005, memory: 4401, loss_cls: 1.8178, loss_bbox: 0.7143, loss_iou: 1.0771, d0.loss_cls: 1.9424, d0.loss_bbox: 0.7732, d0.loss_iou: 1.1525, d1.loss_cls: 1.9056, d1.loss_bbox: 0.7514, d1.loss_iou: 1.1240, d2.loss_cls: 1.8696, d2.loss_bbox: 0.7340, d2.loss_iou: 1.0989, d3.loss_cls: 1.8437, d3.loss_bbox: 0.7231, d3.loss_iou: 1.0868, d4.loss_cls: 1.8273, d4.loss_bbox: 0.7174, d4.loss_iou: 1.0801, loss: 22.2393, grad_norm: 12.1470 -2022-10-26 23:11:27,812 - mmdet - INFO - Epoch [50][600/1849] lr: 2.000e-05, eta: 0:02:51, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8073, loss_bbox: 0.7149, loss_iou: 1.0839, d0.loss_cls: 1.9314, d0.loss_bbox: 0.7734, d0.loss_iou: 1.1572, d1.loss_cls: 1.8937, d1.loss_bbox: 0.7520, d1.loss_iou: 1.1299, d2.loss_cls: 1.8576, d2.loss_bbox: 0.7340, d2.loss_iou: 1.1054, d3.loss_cls: 1.8340, d3.loss_bbox: 0.7238, d3.loss_iou: 1.0937, d4.loss_cls: 1.8179, d4.loss_bbox: 0.7174, d4.loss_iou: 1.0867, loss: 22.2143, grad_norm: 11.7884 -2022-10-26 23:11:34,709 - mmdet - INFO - Epoch [50][650/1849] lr: 2.000e-05, eta: 0:02:44, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8159, loss_bbox: 0.7186, loss_iou: 1.0844, d0.loss_cls: 1.9417, d0.loss_bbox: 0.7776, d0.loss_iou: 1.1577, d1.loss_cls: 1.9059, d1.loss_bbox: 0.7551, d1.loss_iou: 1.1282, d2.loss_cls: 1.8656, d2.loss_bbox: 0.7377, d2.loss_iou: 1.1045, d3.loss_cls: 1.8429, d3.loss_bbox: 0.7273, d3.loss_iou: 1.0938, d4.loss_cls: 1.8258, d4.loss_bbox: 0.7211, d4.loss_iou: 1.0872, loss: 22.2912, grad_norm: 12.1897 -2022-10-26 23:11:41,648 - mmdet - INFO - Epoch [50][700/1849] lr: 2.000e-05, eta: 0:02:38, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8304, loss_bbox: 0.7175, loss_iou: 1.0869, d0.loss_cls: 1.9544, d0.loss_bbox: 0.7763, d0.loss_iou: 1.1617, d1.loss_cls: 1.9179, d1.loss_bbox: 0.7534, d1.loss_iou: 1.1320, d2.loss_cls: 1.8801, d2.loss_bbox: 0.7363, d2.loss_iou: 1.1077, d3.loss_cls: 1.8572, d3.loss_bbox: 0.7253, d3.loss_iou: 1.0967, d4.loss_cls: 1.8423, d4.loss_bbox: 0.7194, d4.loss_iou: 1.0898, loss: 22.3853, grad_norm: 12.1532 -2022-10-26 23:11:48,508 - mmdet - INFO - Epoch [50][750/1849] lr: 2.000e-05, eta: 0:02:31, time: 0.137, data_time: 0.004, memory: 4401, loss_cls: 1.8124, loss_bbox: 0.7144, loss_iou: 1.0818, d0.loss_cls: 1.9353, d0.loss_bbox: 0.7734, d0.loss_iou: 1.1546, d1.loss_cls: 1.8971, d1.loss_bbox: 0.7510, d1.loss_iou: 1.1259, d2.loss_cls: 1.8630, d2.loss_bbox: 0.7332, d2.loss_iou: 1.1015, d3.loss_cls: 1.8387, d3.loss_bbox: 0.7222, d3.loss_iou: 1.0908, d4.loss_cls: 1.8219, d4.loss_bbox: 0.7164, d4.loss_iou: 1.0849, loss: 22.2185, grad_norm: 12.0628 -2022-10-26 23:11:55,475 - mmdet - INFO - Epoch [50][800/1849] lr: 2.000e-05, eta: 0:02:24, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8177, loss_bbox: 0.7147, loss_iou: 1.0831, d0.loss_cls: 1.9440, d0.loss_bbox: 0.7735, d0.loss_iou: 1.1575, d1.loss_cls: 1.9054, d1.loss_bbox: 0.7516, d1.loss_iou: 1.1287, d2.loss_cls: 1.8682, d2.loss_bbox: 0.7335, d2.loss_iou: 1.1034, d3.loss_cls: 1.8436, d3.loss_bbox: 0.7231, d3.loss_iou: 1.0930, d4.loss_cls: 1.8272, d4.loss_bbox: 0.7170, d4.loss_iou: 1.0867, loss: 22.2718, grad_norm: 12.4466 -2022-10-26 23:12:02,545 - mmdet - INFO - Epoch [50][850/1849] lr: 2.000e-05, eta: 0:02:17, time: 0.141, data_time: 0.005, memory: 4401, loss_cls: 1.8076, loss_bbox: 0.7146, loss_iou: 1.0813, d0.loss_cls: 1.9276, d0.loss_bbox: 0.7724, d0.loss_iou: 1.1536, d1.loss_cls: 1.8922, d1.loss_bbox: 0.7507, d1.loss_iou: 1.1253, d2.loss_cls: 1.8562, d2.loss_bbox: 0.7341, d2.loss_iou: 1.1015, d3.loss_cls: 1.8347, d3.loss_bbox: 0.7232, d3.loss_iou: 1.0911, d4.loss_cls: 1.8191, d4.loss_bbox: 0.7170, d4.loss_iou: 1.0840, loss: 22.1862, grad_norm: 12.4074 -2022-10-26 23:12:09,338 - mmdet - INFO - Epoch [50][900/1849] lr: 2.000e-05, eta: 0:02:10, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.8267, loss_bbox: 0.7154, loss_iou: 1.0798, d0.loss_cls: 1.9490, d0.loss_bbox: 0.7751, d0.loss_iou: 1.1530, d1.loss_cls: 1.9124, d1.loss_bbox: 0.7530, d1.loss_iou: 1.1250, d2.loss_cls: 1.8740, d2.loss_bbox: 0.7350, d2.loss_iou: 1.1011, d3.loss_cls: 1.8497, d3.loss_bbox: 0.7242, d3.loss_iou: 1.0905, d4.loss_cls: 1.8358, d4.loss_bbox: 0.7181, d4.loss_iou: 1.0831, loss: 22.3008, grad_norm: 12.2549 -2022-10-26 23:12:16,306 - mmdet - INFO - Epoch [50][950/1849] lr: 2.000e-05, eta: 0:02:03, time: 0.139, data_time: 0.005, memory: 4401, loss_cls: 1.8336, loss_bbox: 0.7154, loss_iou: 1.0820, d0.loss_cls: 1.9580, d0.loss_bbox: 0.7757, d0.loss_iou: 1.1564, d1.loss_cls: 1.9228, d1.loss_bbox: 0.7536, d1.loss_iou: 1.1286, d2.loss_cls: 1.8850, d2.loss_bbox: 0.7354, d2.loss_iou: 1.1040, d3.loss_cls: 1.8599, d3.loss_bbox: 0.7248, d3.loss_iou: 1.0926, d4.loss_cls: 1.8446, d4.loss_bbox: 0.7181, d4.loss_iou: 1.0856, loss: 22.3761, grad_norm: 11.9274 -2022-10-26 23:12:23,643 - mmdet - INFO - Epoch [50][1000/1849] lr: 2.000e-05, eta: 0:01:56, time: 0.147, data_time: 0.005, memory: 4401, loss_cls: 1.8179, loss_bbox: 0.7134, loss_iou: 1.0794, d0.loss_cls: 1.9436, d0.loss_bbox: 0.7729, d0.loss_iou: 1.1533, d1.loss_cls: 1.9076, d1.loss_bbox: 0.7501, d1.loss_iou: 1.1250, d2.loss_cls: 1.8708, d2.loss_bbox: 0.7323, d2.loss_iou: 1.1002, d3.loss_cls: 1.8453, d3.loss_bbox: 0.7220, d3.loss_iou: 1.0885, d4.loss_cls: 1.8290, d4.loss_bbox: 0.7158, d4.loss_iou: 1.0822, loss: 22.2493, grad_norm: 12.2323 -2022-10-26 23:12:30,465 - mmdet - INFO - Epoch [50][1050/1849] lr: 2.000e-05, eta: 0:01:49, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.8091, loss_bbox: 0.7116, loss_iou: 1.0774, d0.loss_cls: 1.9322, d0.loss_bbox: 0.7724, d0.loss_iou: 1.1529, d1.loss_cls: 1.8948, d1.loss_bbox: 0.7496, d1.loss_iou: 1.1242, d2.loss_cls: 1.8583, d2.loss_bbox: 0.7317, d2.loss_iou: 1.0987, d3.loss_cls: 1.8342, d3.loss_bbox: 0.7207, d3.loss_iou: 1.0877, d4.loss_cls: 1.8201, d4.loss_bbox: 0.7144, d4.loss_iou: 1.0803, loss: 22.1702, grad_norm: 12.3236 -2022-10-26 23:12:37,127 - mmdet - INFO - Epoch [50][1100/1849] lr: 2.000e-05, eta: 0:01:43, time: 0.133, data_time: 0.005, memory: 4401, loss_cls: 1.8210, loss_bbox: 0.7152, loss_iou: 1.0811, d0.loss_cls: 1.9453, d0.loss_bbox: 0.7748, d0.loss_iou: 1.1543, d1.loss_cls: 1.9090, d1.loss_bbox: 0.7519, d1.loss_iou: 1.1258, d2.loss_cls: 1.8731, d2.loss_bbox: 0.7348, d2.loss_iou: 1.1011, d3.loss_cls: 1.8518, d3.loss_bbox: 0.7240, d3.loss_iou: 1.0898, d4.loss_cls: 1.8333, d4.loss_bbox: 0.7177, d4.loss_iou: 1.0837, loss: 22.2878, grad_norm: 12.5979 -2022-10-26 23:12:43,754 - mmdet - INFO - Epoch [50][1150/1849] lr: 2.000e-05, eta: 0:01:36, time: 0.133, data_time: 0.005, memory: 4401, loss_cls: 1.8177, loss_bbox: 0.7145, loss_iou: 1.0821, d0.loss_cls: 1.9429, d0.loss_bbox: 0.7730, d0.loss_iou: 1.1564, d1.loss_cls: 1.9061, d1.loss_bbox: 0.7519, d1.loss_iou: 1.1285, d2.loss_cls: 1.8698, d2.loss_bbox: 0.7331, d2.loss_iou: 1.1033, d3.loss_cls: 1.8438, d3.loss_bbox: 0.7231, d3.loss_iou: 1.0916, d4.loss_cls: 1.8277, d4.loss_bbox: 0.7169, d4.loss_iou: 1.0851, loss: 22.2676, grad_norm: 12.3828 -2022-10-26 23:12:50,716 - mmdet - INFO - Epoch [50][1200/1849] lr: 2.000e-05, eta: 0:01:29, time: 0.139, data_time: 0.004, memory: 4401, loss_cls: 1.8266, loss_bbox: 0.7116, loss_iou: 1.0764, d0.loss_cls: 1.9493, d0.loss_bbox: 0.7709, d0.loss_iou: 1.1502, d1.loss_cls: 1.9147, d1.loss_bbox: 0.7478, d1.loss_iou: 1.1217, d2.loss_cls: 1.8775, d2.loss_bbox: 0.7306, d2.loss_iou: 1.0965, d3.loss_cls: 1.8525, d3.loss_bbox: 0.7196, d3.loss_iou: 1.0860, d4.loss_cls: 1.8373, d4.loss_bbox: 0.7137, d4.loss_iou: 1.0792, loss: 22.2621, grad_norm: 12.2906 -2022-10-26 23:12:57,437 - mmdet - INFO - Epoch [50][1250/1849] lr: 2.000e-05, eta: 0:01:22, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.8350, loss_bbox: 0.7166, loss_iou: 1.0851, d0.loss_cls: 1.9548, d0.loss_bbox: 0.7752, d0.loss_iou: 1.1596, d1.loss_cls: 1.9178, d1.loss_bbox: 0.7528, d1.loss_iou: 1.1310, d2.loss_cls: 1.8815, d2.loss_bbox: 0.7355, d2.loss_iou: 1.1072, d3.loss_cls: 1.8603, d3.loss_bbox: 0.7249, d3.loss_iou: 1.0952, d4.loss_cls: 1.8444, d4.loss_bbox: 0.7187, d4.loss_iou: 1.0883, loss: 22.3838, grad_norm: 13.3002 -2022-10-26 23:13:04,262 - mmdet - INFO - Epoch [50][1300/1849] lr: 2.000e-05, eta: 0:01:15, time: 0.136, data_time: 0.004, memory: 4401, loss_cls: 1.8250, loss_bbox: 0.7160, loss_iou: 1.0808, d0.loss_cls: 1.9457, d0.loss_bbox: 0.7763, d0.loss_iou: 1.1542, d1.loss_cls: 1.9102, d1.loss_bbox: 0.7542, d1.loss_iou: 1.1264, d2.loss_cls: 1.8764, d2.loss_bbox: 0.7357, d2.loss_iou: 1.1021, d3.loss_cls: 1.8524, d3.loss_bbox: 0.7243, d3.loss_iou: 1.0904, d4.loss_cls: 1.8357, d4.loss_bbox: 0.7183, d4.loss_iou: 1.0839, loss: 22.3077, grad_norm: 12.4058 -2022-10-26 23:13:11,172 - mmdet - INFO - Epoch [50][1350/1849] lr: 2.000e-05, eta: 0:01:08, time: 0.138, data_time: 0.004, memory: 4401, loss_cls: 1.8293, loss_bbox: 0.7141, loss_iou: 1.0787, d0.loss_cls: 1.9521, d0.loss_bbox: 0.7751, d0.loss_iou: 1.1530, d1.loss_cls: 1.9157, d1.loss_bbox: 0.7525, d1.loss_iou: 1.1249, d2.loss_cls: 1.8787, d2.loss_bbox: 0.7345, d2.loss_iou: 1.0999, d3.loss_cls: 1.8557, d3.loss_bbox: 0.7232, d3.loss_iou: 1.0884, d4.loss_cls: 1.8396, d4.loss_bbox: 0.7168, d4.loss_iou: 1.0820, loss: 22.3142, grad_norm: 11.8009 -2022-10-26 23:13:17,927 - mmdet - INFO - Epoch [50][1400/1849] lr: 2.000e-05, eta: 0:01:01, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.8188, loss_bbox: 0.7138, loss_iou: 1.0821, d0.loss_cls: 1.9467, d0.loss_bbox: 0.7732, d0.loss_iou: 1.1562, d1.loss_cls: 1.9091, d1.loss_bbox: 0.7517, d1.loss_iou: 1.1276, d2.loss_cls: 1.8690, d2.loss_bbox: 0.7342, d2.loss_iou: 1.1029, d3.loss_cls: 1.8450, d3.loss_bbox: 0.7228, d3.loss_iou: 1.0917, d4.loss_cls: 1.8301, d4.loss_bbox: 0.7165, d4.loss_iou: 1.0852, loss: 22.2767, grad_norm: 13.0222 -2022-10-26 23:13:24,699 - mmdet - INFO - Epoch [50][1450/1849] lr: 2.000e-05, eta: 0:00:54, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.8141, loss_bbox: 0.7133, loss_iou: 1.0786, d0.loss_cls: 1.9368, d0.loss_bbox: 0.7724, d0.loss_iou: 1.1525, d1.loss_cls: 1.9017, d1.loss_bbox: 0.7503, d1.loss_iou: 1.1236, d2.loss_cls: 1.8630, d2.loss_bbox: 0.7330, d2.loss_iou: 1.0991, d3.loss_cls: 1.8400, d3.loss_bbox: 0.7222, d3.loss_iou: 1.0878, d4.loss_cls: 1.8246, d4.loss_bbox: 0.7161, d4.loss_iou: 1.0815, loss: 22.2108, grad_norm: 12.7965 -2022-10-26 23:13:31,518 - mmdet - INFO - Epoch [50][1500/1849] lr: 2.000e-05, eta: 0:00:48, time: 0.136, data_time: 0.005, memory: 4401, loss_cls: 1.8189, loss_bbox: 0.7134, loss_iou: 1.0826, d0.loss_cls: 1.9412, d0.loss_bbox: 0.7718, d0.loss_iou: 1.1558, d1.loss_cls: 1.9032, d1.loss_bbox: 0.7497, d1.loss_iou: 1.1266, d2.loss_cls: 1.8682, d2.loss_bbox: 0.7323, d2.loss_iou: 1.1028, d3.loss_cls: 1.8433, d3.loss_bbox: 0.7213, d3.loss_iou: 1.0919, d4.loss_cls: 1.8289, d4.loss_bbox: 0.7154, d4.loss_iou: 1.0851, loss: 22.2523, grad_norm: 12.0917 -2022-10-26 23:13:38,369 - mmdet - INFO - Epoch [50][1550/1849] lr: 2.000e-05, eta: 0:00:41, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.8042, loss_bbox: 0.7113, loss_iou: 1.0724, d0.loss_cls: 1.9299, d0.loss_bbox: 0.7708, d0.loss_iou: 1.1465, d1.loss_cls: 1.8910, d1.loss_bbox: 0.7490, d1.loss_iou: 1.1183, d2.loss_cls: 1.8542, d2.loss_bbox: 0.7303, d2.loss_iou: 1.0943, d3.loss_cls: 1.8299, d3.loss_bbox: 0.7193, d3.loss_iou: 1.0830, d4.loss_cls: 1.8150, d4.loss_bbox: 0.7134, d4.loss_iou: 1.0758, loss: 22.1088, grad_norm: 12.1264 -2022-10-26 23:13:45,390 - mmdet - INFO - Epoch [50][1600/1849] lr: 2.000e-05, eta: 0:00:34, time: 0.140, data_time: 0.004, memory: 4401, loss_cls: 1.8133, loss_bbox: 0.7090, loss_iou: 1.0764, d0.loss_cls: 1.9351, d0.loss_bbox: 0.7686, d0.loss_iou: 1.1494, d1.loss_cls: 1.8993, d1.loss_bbox: 0.7469, d1.loss_iou: 1.1217, d2.loss_cls: 1.8672, d2.loss_bbox: 0.7279, d2.loss_iou: 1.0968, d3.loss_cls: 1.8405, d3.loss_bbox: 0.7175, d3.loss_iou: 1.0860, d4.loss_cls: 1.8225, d4.loss_bbox: 0.7112, d4.loss_iou: 1.0793, loss: 22.1686, grad_norm: 13.6142 -2022-10-26 23:13:52,307 - mmdet - INFO - Epoch [50][1650/1849] lr: 2.000e-05, eta: 0:00:27, time: 0.138, data_time: 0.005, memory: 4401, loss_cls: 1.8291, loss_bbox: 0.7116, loss_iou: 1.0785, d0.loss_cls: 1.9555, d0.loss_bbox: 0.7707, d0.loss_iou: 1.1526, d1.loss_cls: 1.9175, d1.loss_bbox: 0.7495, d1.loss_iou: 1.1254, d2.loss_cls: 1.8810, d2.loss_bbox: 0.7310, d2.loss_iou: 1.1002, d3.loss_cls: 1.8551, d3.loss_bbox: 0.7201, d3.loss_iou: 1.0883, d4.loss_cls: 1.8395, d4.loss_bbox: 0.7143, d4.loss_iou: 1.0813, loss: 22.3014, grad_norm: 14.0528 -2022-10-26 23:13:59,164 - mmdet - INFO - Epoch [50][1700/1849] lr: 2.000e-05, eta: 0:00:20, time: 0.137, data_time: 0.005, memory: 4401, loss_cls: 1.8165, loss_bbox: 0.7135, loss_iou: 1.0775, d0.loss_cls: 1.9417, d0.loss_bbox: 0.7710, d0.loss_iou: 1.1509, d1.loss_cls: 1.9050, d1.loss_bbox: 0.7507, d1.loss_iou: 1.1227, d2.loss_cls: 1.8683, d2.loss_bbox: 0.7325, d2.loss_iou: 1.0987, d3.loss_cls: 1.8419, d3.loss_bbox: 0.7219, d3.loss_iou: 1.0872, d4.loss_cls: 1.8265, d4.loss_bbox: 0.7157, d4.loss_iou: 1.0805, loss: 22.2226, grad_norm: 13.4948 -2022-10-26 23:14:05,900 - mmdet - INFO - Epoch [50][1750/1849] lr: 2.000e-05, eta: 0:00:13, time: 0.135, data_time: 0.005, memory: 4401, loss_cls: 1.8063, loss_bbox: 0.7156, loss_iou: 1.0765, d0.loss_cls: 1.9257, d0.loss_bbox: 0.7753, d0.loss_iou: 1.1524, d1.loss_cls: 1.8955, d1.loss_bbox: 0.7536, d1.loss_iou: 1.1238, d2.loss_cls: 1.8573, d2.loss_bbox: 0.7366, d2.loss_iou: 1.0981, d3.loss_cls: 1.8333, d3.loss_bbox: 0.7244, d3.loss_iou: 1.0865, d4.loss_cls: 1.8159, d4.loss_bbox: 0.7179, d4.loss_iou: 1.0798, loss: 22.1746, grad_norm: 11.9486 -2022-10-26 23:14:12,668 - mmdet - INFO - Epoch [50][1800/1849] lr: 2.000e-05, eta: 0:00:06, time: 0.135, data_time: 0.004, memory: 4401, loss_cls: 1.8386, loss_bbox: 0.7170, loss_iou: 1.0847, d0.loss_cls: 1.9670, d0.loss_bbox: 0.7756, d0.loss_iou: 1.1581, d1.loss_cls: 1.9262, d1.loss_bbox: 0.7538, d1.loss_iou: 1.1301, d2.loss_cls: 1.8924, d2.loss_bbox: 0.7361, d2.loss_iou: 1.1053, d3.loss_cls: 1.8673, d3.loss_bbox: 0.7259, d3.loss_iou: 1.0946, d4.loss_cls: 1.8513, d4.loss_bbox: 0.7195, d4.loss_iou: 1.0877, loss: 22.4312, grad_norm: 13.5801 -2022-10-26 23:14:19,489 - mmdet - INFO - Saving checkpoint at 50 epochs