2022/11/13 20:12:35 - mmengine - INFO - ------------------------------------------------------------ System environment: sys.platform: linux Python: 3.8.13 (default, Mar 28 2022, 11:38:47) [GCC 7.5.0] CUDA available: True numpy_random_seed: 787959716 GPU 0: Tesla V100-SXM3-32GB CUDA_HOME: /lustre/opt/cascadelake/linux-centos7-skylake_avx512/gcc-8.3.0/cuda-10.1.243-qpdenfas4hrrpamgmlrkdi4gjdyk454j NVCC: Cuda compilation tools, release 10.1, V10.1.24 GCC: gcc (Spack GCC) 8.3.0 PyTorch: 1.7.0 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v1.6.0 (Git Hash 5ef631a030a6f73131c77892041042805a06064f) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 10.1 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_37,code=compute_37 - CuDNN 7.6.3 - Magma 2.5.2 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DUSE_VULKAN_WRAPPER -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, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=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: 0.8.0 OpenCV: 4.6.0 MMEngine: 0.3.0 Runtime environment: cudnn_benchmark: False mp_cfg: {'mp_start_method': 'fork', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl'} seed: None Distributed launcher: none Distributed training: False GPU number: 1 ------------------------------------------------------------ 2022/11/13 20:12:36 - mmengine - INFO - Config: default_scope = 'mmrotate' default_hooks = dict( timer=dict(type='IterTimerHook'), logger=dict(type='LoggerHook', interval=50), param_scheduler=dict(type='ParamSchedulerHook'), checkpoint=dict(type='CheckpointHook', interval=12, max_keep_ckpts=3), sampler_seed=dict(type='DistSamplerSeedHook'), visualization=dict(type='mmdet.DetVisualizationHook')) env_cfg = dict( cudnn_benchmark=False, mp_cfg=dict(mp_start_method='fork', opencv_num_threads=0), dist_cfg=dict(backend='nccl')) vis_backends = [dict(type='LocalVisBackend')] visualizer = dict( type='RotLocalVisualizer', vis_backends=[dict(type='LocalVisBackend')], name='visualizer') log_processor = dict(type='LogProcessor', window_size=50, by_epoch=True) log_level = 'INFO' load_from = None resume = False custom_hooks = [ dict( type='EMAHook', ema_type='mmdet.ExpMomentumEMA', momentum=0.0002, update_buffers=True, priority=49) ] max_epochs = 36 base_lr = 0.00025 interval = 37 train_cfg = dict(type='EpochBasedTrainLoop', max_epochs=36, val_interval=37) val_cfg = dict(type='ValLoop') test_cfg = dict(type='TestLoop') param_scheduler = [ dict( type='LinearLR', start_factor=1e-05, by_epoch=False, begin=0, end=1000), dict( type='CosineAnnealingLR', eta_min=1.25e-05, begin=18, end=36, T_max=18, by_epoch=True, convert_to_iter_based=True) ] optim_wrapper = dict( type='OptimWrapper', optimizer=dict(type='AdamW', lr=0.00025, weight_decay=0.05), paramwise_cfg=dict( norm_decay_mult=0, bias_decay_mult=0, bypass_duplicate=True)) dataset_type = 'DOTADataset' data_root = '/lustre/home/acct-seejx/seejx-user1/main/datasets/split_ms_dota/' file_client_args = dict(backend='disk') train_pipeline = [ dict( type='mmdet.LoadImageFromFile', file_client_args=dict(backend='disk')), dict(type='mmdet.LoadAnnotations', with_bbox=True, box_type='qbox'), dict(type='ConvertBoxType', box_type_mapping=dict(gt_bboxes='rbox')), dict(type='mmdet.Resize', scale=(1024, 1024), keep_ratio=True), dict( type='mmdet.RandomFlip', prob=0.75, direction=['horizontal', 'vertical', 'diagonal']), dict( type='RandomRotate', prob=0.5, angle_range=180, rect_obj_labels=[9, 11]), dict( type='mmdet.Pad', size=(1024, 1024), pad_val=dict(img=(114, 114, 114))), dict(type='mmdet.PackDetInputs') ] val_pipeline = [ dict( type='mmdet.LoadImageFromFile', file_client_args=dict(backend='disk')), dict(type='mmdet.Resize', scale=(1024, 1024), keep_ratio=True), dict(type='mmdet.LoadAnnotations', with_bbox=True, box_type='qbox'), dict(type='ConvertBoxType', box_type_mapping=dict(gt_bboxes='rbox')), dict( type='mmdet.Pad', size=(1024, 1024), pad_val=dict(img=(114, 114, 114))), dict( type='mmdet.PackDetInputs', meta_keys=('img_id', 'img_path', 'ori_shape', 'img_shape', 'scale_factor')) ] test_pipeline = [ dict( type='mmdet.LoadImageFromFile', file_client_args=dict(backend='disk')), dict(type='mmdet.Resize', scale=(1024, 1024), keep_ratio=True), dict( type='mmdet.Pad', size=(1024, 1024), pad_val=dict(img=(114, 114, 114))), dict( type='mmdet.PackDetInputs', meta_keys=('img_id', 'img_path', 'ori_shape', 'img_shape', 'scale_factor')) ] train_dataloader = dict( batch_size=8, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=True), batch_sampler=None, pin_memory=False, dataset=dict( type='DOTADataset', data_root= '/lustre/home/acct-seejx/seejx-user1/main/datasets/split_ms_dota/', ann_file='trainval/annfiles/', data_prefix=dict(img_path='trainval/images/'), img_shape=(1024, 1024), filter_cfg=dict(filter_empty_gt=True), pipeline=[ dict( type='mmdet.LoadImageFromFile', file_client_args=dict(backend='disk')), dict( type='mmdet.LoadAnnotations', with_bbox=True, box_type='qbox'), dict( type='ConvertBoxType', box_type_mapping=dict(gt_bboxes='rbox')), dict(type='mmdet.Resize', scale=(1024, 1024), keep_ratio=True), dict( type='mmdet.RandomFlip', prob=0.75, direction=['horizontal', 'vertical', 'diagonal']), dict( type='RandomRotate', prob=0.5, angle_range=180, rect_obj_labels=[9, 11]), dict( type='mmdet.Pad', size=(1024, 1024), pad_val=dict(img=(114, 114, 114))), dict(type='mmdet.PackDetInputs') ])) val_dataloader = dict( batch_size=1, num_workers=2, persistent_workers=True, drop_last=False, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='DOTADataset', data_root= '/lustre/home/acct-seejx/seejx-user1/main/datasets/split_ms_dota/', ann_file='trainval/annfiles/', data_prefix=dict(img_path='trainval/images/'), img_shape=(1024, 1024), test_mode=True, pipeline=[ dict( type='mmdet.LoadImageFromFile', file_client_args=dict(backend='disk')), dict(type='mmdet.Resize', scale=(1024, 1024), keep_ratio=True), dict( type='mmdet.LoadAnnotations', with_bbox=True, box_type='qbox'), dict( type='ConvertBoxType', box_type_mapping=dict(gt_bboxes='rbox')), dict( type='mmdet.Pad', size=(1024, 1024), pad_val=dict(img=(114, 114, 114))), dict( type='mmdet.PackDetInputs', meta_keys=('img_id', 'img_path', 'ori_shape', 'img_shape', 'scale_factor')) ])) val_evaluator = dict(type='DOTAMetric', metric='mAP') test_dataloader = dict( batch_size=8, num_workers=8, persistent_workers=False, drop_last=False, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='DOTADataset', data_root= '/lustre/home/acct-seejx/seejx-user1/main/datasets/split_ms_dota/', data_prefix=dict(img_path='test/images/'), img_shape=(1024, 1024), test_mode=True, pipeline=[ dict( type='mmdet.LoadImageFromFile', file_client_args=dict(backend='disk')), dict(type='mmdet.Resize', scale=(1024, 1024), keep_ratio=True), dict( type='mmdet.Pad', size=(1024, 1024), pad_val=dict(img=(114, 114, 114))), dict( type='mmdet.PackDetInputs', meta_keys=('img_id', 'img_path', 'ori_shape', 'img_shape', 'scale_factor')) ])) test_evaluator = dict( type='DOTAMetric', format_only=True, merge_patches=True, outfile_prefix='./work_dirs/rtm_iou_test_coco/Task1') angle_version = 'le90' model = dict( type='mmdet.RTMDet', data_preprocessor=dict( type='mmdet.DetDataPreprocessor', mean=[103.53, 116.28, 123.675], std=[57.375, 57.12, 58.395], bgr_to_rgb=False, boxtype2tensor=False, batch_augments=None), backbone=dict( type='mmdet.CSPNeXt', arch='P5', expand_ratio=0.5, deepen_factor=0.167, widen_factor=0.375, channel_attention=True, norm_cfg=dict(type='SyncBN'), act_cfg=dict(type='SiLU'), init_cfg=dict( type='Pretrained', prefix='backbone.', checkpoint= 'https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth' )), neck=dict( type='mmdet.CSPNeXtPAFPN', in_channels=[96, 192, 384], out_channels=96, num_csp_blocks=1, expand_ratio=0.5, norm_cfg=dict(type='SyncBN'), act_cfg=dict(type='SiLU')), bbox_head=dict( type='RotatedRTMDetSepBNHead', num_classes=15, in_channels=96, stacked_convs=2, feat_channels=96, angle_version='le90', anchor_generator=dict( type='mmdet.MlvlPointGenerator', offset=0, strides=[8, 16, 32]), bbox_coder=dict(type='DistanceAnglePointCoder', angle_version='le90'), loss_cls=dict( type='mmdet.QualityFocalLoss', use_sigmoid=True, beta=2.0, loss_weight=1.0), loss_bbox=dict(type='RotatedIoULoss', mode='linear', loss_weight=2.0), with_objectness=False, exp_on_reg=False, share_conv=True, pred_kernel_size=1, use_hbbox_loss=False, scale_angle=False, loss_angle=None, norm_cfg=dict(type='SyncBN'), act_cfg=dict(type='SiLU')), train_cfg=dict( assigner=dict( type='mmdet.DynamicSoftLabelAssigner', iou_calculator=dict(type='RBboxOverlaps2D'), topk=13), allowed_border=-1, pos_weight=-1, debug=False), test_cfg=dict( nms_pre=2000, min_bbox_size=0, score_thr=0.05, nms=dict(type='nms_rotated', iou_threshold=0.1), max_per_img=2000)) checkpoint = 'https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth' launcher = 'none' work_dir = './work_dirs/rotated_rtmdet_tiny-3x-dota_ms' 2022/11/13 20:12:41 - mmengine - INFO - Distributed training is not used, all SyncBatchNorm (SyncBN) layers in the model will be automatically reverted to BatchNormXd layers if they are used. 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stem.0.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stem.0.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stem.1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stem.1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stem.2.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stem.2.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage1.0.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage1.0.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage1.1.main_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage1.1.main_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage1.1.short_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage1.1.short_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage1.1.final_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage1.1.final_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.0.conv1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.0.conv1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.0.conv2.depthwise_conv.conv.weight:weight_decay=0.05 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.0.conv2.depthwise_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.0.conv2.depthwise_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.0.conv2.pointwise_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.0.conv2.pointwise_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage1.1.attention.fc.bias:lr=0.00025 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage1.1.attention.fc.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage2.0.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage2.0.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage2.1.main_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage2.1.main_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage2.1.short_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage2.1.short_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage2.1.final_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage2.1.final_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv2.depthwise_conv.conv.weight:weight_decay=0.05 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv2.depthwise_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv2.depthwise_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv2.pointwise_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv2.pointwise_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage2.1.attention.fc.bias:lr=0.00025 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage2.1.attention.fc.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage3.0.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage3.0.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage3.1.main_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage3.1.main_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage3.1.short_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage3.1.short_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage3.1.final_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage3.1.final_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.0.conv1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.0.conv1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.0.conv2.depthwise_conv.conv.weight:weight_decay=0.05 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.0.conv2.depthwise_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.0.conv2.depthwise_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.0.conv2.pointwise_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.0.conv2.pointwise_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage3.1.attention.fc.bias:lr=0.00025 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage3.1.attention.fc.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.0.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.0.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.1.conv1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.1.conv1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.1.conv2.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.1.conv2.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.2.main_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.2.main_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.2.short_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.2.short_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.2.final_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.2.final_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.2.blocks.0.conv1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.2.blocks.0.conv1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.2.blocks.0.conv2.depthwise_conv.conv.weight:weight_decay=0.05 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.2.blocks.0.conv2.depthwise_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.2.blocks.0.conv2.depthwise_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.2.blocks.0.conv2.pointwise_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.2.blocks.0.conv2.pointwise_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.2.attention.fc.bias:lr=0.00025 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- backbone.stage4.2.attention.fc.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.reduce_layers.0.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.reduce_layers.0.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.reduce_layers.1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.reduce_layers.1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.0.main_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.0.main_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.0.short_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.0.short_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.0.final_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.0.final_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.0.blocks.0.conv1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.0.blocks.0.conv1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.0.blocks.0.conv2.depthwise_conv.conv.weight:weight_decay=0.05 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.0.blocks.0.conv2.depthwise_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.0.blocks.0.conv2.depthwise_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.0.blocks.0.conv2.pointwise_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.0.blocks.0.conv2.pointwise_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.1.main_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.1.main_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.1.short_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.1.short_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.1.final_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.1.final_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.1.blocks.0.conv1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.1.blocks.0.conv1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.1.blocks.0.conv2.depthwise_conv.conv.weight:weight_decay=0.05 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.1.blocks.0.conv2.depthwise_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.1.blocks.0.conv2.depthwise_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.1.blocks.0.conv2.pointwise_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.top_down_blocks.1.blocks.0.conv2.pointwise_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.downsamples.0.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.downsamples.0.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.downsamples.1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.downsamples.1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.0.main_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.0.main_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.0.short_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.0.short_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.0.final_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.0.final_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.0.blocks.0.conv1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.0.blocks.0.conv1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.0.blocks.0.conv2.depthwise_conv.conv.weight:weight_decay=0.05 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.0.blocks.0.conv2.depthwise_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.0.blocks.0.conv2.depthwise_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.0.blocks.0.conv2.pointwise_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.0.blocks.0.conv2.pointwise_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.1.main_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.1.main_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.1.short_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.1.short_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.1.final_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.1.final_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.1.blocks.0.conv1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.1.blocks.0.conv1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.1.blocks.0.conv2.depthwise_conv.conv.weight:weight_decay=0.05 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.1.blocks.0.conv2.depthwise_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.1.blocks.0.conv2.depthwise_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.1.blocks.0.conv2.pointwise_conv.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.bottom_up_blocks.1.blocks.0.conv2.pointwise_conv.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.out_convs.0.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.out_convs.0.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.out_convs.1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.out_convs.1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.out_convs.2.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- neck.out_convs.2.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.0.0.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.0.0.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.0.1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.0.1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.1.0.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.1.0.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.1.1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.1.1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.2.0.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.2.0.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.2.1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.cls_convs.2.1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.0.0.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.0.0.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.0.1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.0.1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.1.0.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.1.0.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.1.1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.1.1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.2.0.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.2.0.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.2.1.bn.weight:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.reg_convs.2.1.bn.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.rtm_cls.0.bias:lr=0.00025 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.rtm_cls.0.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.rtm_cls.1.bias:lr=0.00025 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.rtm_cls.1.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.rtm_cls.2.bias:lr=0.00025 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.rtm_cls.2.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.rtm_reg.0.bias:lr=0.00025 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.rtm_reg.0.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.rtm_reg.1.bias:lr=0.00025 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.rtm_reg.1.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.rtm_reg.2.bias:lr=0.00025 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.rtm_reg.2.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.rtm_ang.0.bias:lr=0.00025 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.rtm_ang.0.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.rtm_ang.1.bias:lr=0.00025 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.rtm_ang.1.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.rtm_ang.2.bias:lr=0.00025 2022/11/13 20:14:12 - mmengine - INFO - paramwise_options -- bbox_head.rtm_ang.2.bias:weight_decay=0.0 2022/11/13 20:14:12 - mmengine - WARNING - Failed to search registry with scope "mmrotate" in the "optim_wrapper" registry tree. As a workaround, the current "optim_wrapper" registry in "mmengine" is used to build instance. This may cause unexpected failure when running the built modules. Please check whether "mmrotate" is a correct scope, or whether the registry is initialized. Name of parameter - Initialization information backbone.stem.0.conv.weight - torch.Size([12, 3, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stem.0.bn.weight - torch.Size([12]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stem.0.bn.bias - torch.Size([12]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stem.1.conv.weight - torch.Size([12, 12, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stem.1.bn.weight - torch.Size([12]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stem.1.bn.bias - torch.Size([12]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stem.2.conv.weight - torch.Size([24, 12, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stem.2.bn.weight - torch.Size([24]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stem.2.bn.bias - torch.Size([24]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.0.conv.weight - torch.Size([48, 24, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.0.bn.weight - torch.Size([48]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.0.bn.bias - torch.Size([48]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.main_conv.conv.weight - torch.Size([24, 48, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.main_conv.bn.weight - torch.Size([24]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.main_conv.bn.bias - torch.Size([24]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.short_conv.conv.weight - torch.Size([24, 48, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.short_conv.bn.weight - torch.Size([24]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.short_conv.bn.bias - torch.Size([24]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.final_conv.conv.weight - torch.Size([48, 48, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.final_conv.bn.weight - torch.Size([48]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.final_conv.bn.bias - torch.Size([48]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.blocks.0.conv1.conv.weight - torch.Size([24, 24, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.blocks.0.conv1.bn.weight - torch.Size([24]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.blocks.0.conv1.bn.bias - torch.Size([24]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.blocks.0.conv2.depthwise_conv.conv.weight - torch.Size([24, 1, 5, 5]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.blocks.0.conv2.depthwise_conv.bn.weight - torch.Size([24]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.blocks.0.conv2.depthwise_conv.bn.bias - torch.Size([24]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.blocks.0.conv2.pointwise_conv.conv.weight - torch.Size([24, 24, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.blocks.0.conv2.pointwise_conv.bn.weight - torch.Size([24]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.blocks.0.conv2.pointwise_conv.bn.bias - torch.Size([24]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.attention.fc.weight - torch.Size([48, 48, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage1.1.attention.fc.bias - torch.Size([48]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.0.conv.weight - torch.Size([96, 48, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.0.bn.weight - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.0.bn.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.main_conv.conv.weight - torch.Size([48, 96, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.main_conv.bn.weight - torch.Size([48]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.main_conv.bn.bias - torch.Size([48]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.short_conv.conv.weight - torch.Size([48, 96, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.short_conv.bn.weight - torch.Size([48]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.short_conv.bn.bias - torch.Size([48]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.final_conv.conv.weight - torch.Size([96, 96, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.final_conv.bn.weight - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.final_conv.bn.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.blocks.0.conv1.conv.weight - torch.Size([48, 48, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.blocks.0.conv1.bn.weight - torch.Size([48]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.blocks.0.conv1.bn.bias - torch.Size([48]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.blocks.0.conv2.depthwise_conv.conv.weight - torch.Size([48, 1, 5, 5]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.blocks.0.conv2.depthwise_conv.bn.weight - torch.Size([48]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.blocks.0.conv2.depthwise_conv.bn.bias - torch.Size([48]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.blocks.0.conv2.pointwise_conv.conv.weight - torch.Size([48, 48, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.blocks.0.conv2.pointwise_conv.bn.weight - torch.Size([48]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.blocks.0.conv2.pointwise_conv.bn.bias - torch.Size([48]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.attention.fc.weight - torch.Size([96, 96, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage2.1.attention.fc.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.0.conv.weight - torch.Size([192, 96, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.0.bn.weight - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.0.bn.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.main_conv.conv.weight - torch.Size([96, 192, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.main_conv.bn.weight - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.main_conv.bn.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.short_conv.conv.weight - torch.Size([96, 192, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.short_conv.bn.weight - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.short_conv.bn.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.final_conv.conv.weight - torch.Size([192, 192, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.final_conv.bn.weight - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.final_conv.bn.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.blocks.0.conv1.conv.weight - torch.Size([96, 96, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.blocks.0.conv1.bn.weight - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.blocks.0.conv1.bn.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.blocks.0.conv2.depthwise_conv.conv.weight - torch.Size([96, 1, 5, 5]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.blocks.0.conv2.depthwise_conv.bn.weight - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.blocks.0.conv2.depthwise_conv.bn.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.blocks.0.conv2.pointwise_conv.conv.weight - torch.Size([96, 96, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.blocks.0.conv2.pointwise_conv.bn.weight - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.blocks.0.conv2.pointwise_conv.bn.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.attention.fc.weight - torch.Size([192, 192, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage3.1.attention.fc.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.0.conv.weight - torch.Size([384, 192, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.0.bn.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.0.bn.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.1.conv1.conv.weight - torch.Size([192, 384, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.1.conv1.bn.weight - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.1.conv1.bn.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.1.conv2.conv.weight - torch.Size([384, 768, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.1.conv2.bn.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.1.conv2.bn.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.main_conv.conv.weight - torch.Size([192, 384, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.main_conv.bn.weight - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.main_conv.bn.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.short_conv.conv.weight - torch.Size([192, 384, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.short_conv.bn.weight - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.short_conv.bn.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.final_conv.conv.weight - torch.Size([384, 384, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.final_conv.bn.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.final_conv.bn.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.blocks.0.conv1.conv.weight - torch.Size([192, 192, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.blocks.0.conv1.bn.weight - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.blocks.0.conv1.bn.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.blocks.0.conv2.depthwise_conv.conv.weight - torch.Size([192, 1, 5, 5]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.blocks.0.conv2.depthwise_conv.bn.weight - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.blocks.0.conv2.depthwise_conv.bn.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.blocks.0.conv2.pointwise_conv.conv.weight - torch.Size([192, 192, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.blocks.0.conv2.pointwise_conv.bn.weight - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.blocks.0.conv2.pointwise_conv.bn.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.attention.fc.weight - torch.Size([384, 384, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth backbone.stage4.2.attention.fc.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmdetection/v3.0/rtmdet/cspnext_rsb_pretrain/cspnext-tiny_imagenet_600e.pth neck.reduce_layers.0.conv.weight - torch.Size([192, 384, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.reduce_layers.0.bn.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of RTMDet neck.reduce_layers.0.bn.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of RTMDet neck.reduce_layers.1.conv.weight - torch.Size([96, 192, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.reduce_layers.1.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.reduce_layers.1.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.main_conv.conv.weight - torch.Size([96, 384, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.0.main_conv.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.main_conv.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.short_conv.conv.weight - torch.Size([96, 384, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.0.short_conv.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.short_conv.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.final_conv.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.0.final_conv.bn.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.final_conv.bn.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.blocks.0.conv1.conv.weight - torch.Size([96, 96, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.0.blocks.0.conv1.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.blocks.0.conv1.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.blocks.0.conv2.depthwise_conv.conv.weight - torch.Size([96, 1, 5, 5]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.0.blocks.0.conv2.depthwise_conv.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.blocks.0.conv2.depthwise_conv.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.blocks.0.conv2.pointwise_conv.conv.weight - torch.Size([96, 96, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.0.blocks.0.conv2.pointwise_conv.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.0.blocks.0.conv2.pointwise_conv.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.main_conv.conv.weight - torch.Size([48, 192, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.1.main_conv.bn.weight - torch.Size([48]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.main_conv.bn.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.short_conv.conv.weight - torch.Size([48, 192, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.1.short_conv.bn.weight - torch.Size([48]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.short_conv.bn.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.final_conv.conv.weight - torch.Size([96, 96, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.1.final_conv.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.final_conv.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.blocks.0.conv1.conv.weight - torch.Size([48, 48, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.1.blocks.0.conv1.bn.weight - torch.Size([48]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.blocks.0.conv1.bn.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.blocks.0.conv2.depthwise_conv.conv.weight - torch.Size([48, 1, 5, 5]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.1.blocks.0.conv2.depthwise_conv.bn.weight - torch.Size([48]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.blocks.0.conv2.depthwise_conv.bn.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.blocks.0.conv2.pointwise_conv.conv.weight - torch.Size([48, 48, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.top_down_blocks.1.blocks.0.conv2.pointwise_conv.bn.weight - torch.Size([48]): The value is the same before and after calling `init_weights` of RTMDet neck.top_down_blocks.1.blocks.0.conv2.pointwise_conv.bn.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of RTMDet neck.downsamples.0.conv.weight - torch.Size([96, 96, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.downsamples.0.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.downsamples.0.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.downsamples.1.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.downsamples.1.bn.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of RTMDet neck.downsamples.1.bn.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.main_conv.conv.weight - torch.Size([96, 192, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.0.main_conv.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.main_conv.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.short_conv.conv.weight - torch.Size([96, 192, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.0.short_conv.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.short_conv.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.final_conv.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.0.final_conv.bn.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.final_conv.bn.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.blocks.0.conv1.conv.weight - torch.Size([96, 96, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.0.blocks.0.conv1.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.blocks.0.conv1.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.blocks.0.conv2.depthwise_conv.conv.weight - torch.Size([96, 1, 5, 5]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.0.blocks.0.conv2.depthwise_conv.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.blocks.0.conv2.depthwise_conv.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.blocks.0.conv2.pointwise_conv.conv.weight - torch.Size([96, 96, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.0.blocks.0.conv2.pointwise_conv.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.0.blocks.0.conv2.pointwise_conv.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.main_conv.conv.weight - torch.Size([192, 384, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.1.main_conv.bn.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.main_conv.bn.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.short_conv.conv.weight - torch.Size([192, 384, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.1.short_conv.bn.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.short_conv.bn.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.final_conv.conv.weight - torch.Size([384, 384, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.1.final_conv.bn.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.final_conv.bn.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.blocks.0.conv1.conv.weight - torch.Size([192, 192, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.1.blocks.0.conv1.bn.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.blocks.0.conv1.bn.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.blocks.0.conv2.depthwise_conv.conv.weight - torch.Size([192, 1, 5, 5]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.1.blocks.0.conv2.depthwise_conv.bn.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.blocks.0.conv2.depthwise_conv.bn.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.blocks.0.conv2.pointwise_conv.conv.weight - torch.Size([192, 192, 1, 1]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.bottom_up_blocks.1.blocks.0.conv2.pointwise_conv.bn.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of RTMDet neck.bottom_up_blocks.1.blocks.0.conv2.pointwise_conv.bn.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of RTMDet neck.out_convs.0.conv.weight - torch.Size([96, 96, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.out_convs.0.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.out_convs.0.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.out_convs.1.conv.weight - torch.Size([96, 192, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.out_convs.1.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.out_convs.1.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.out_convs.2.conv.weight - torch.Size([96, 384, 3, 3]): KaimingInit: a=2.23606797749979, mode=fan_in, nonlinearity=leaky_relu, distribution =uniform, bias=0 neck.out_convs.2.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet neck.out_convs.2.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.0.0.conv.weight - torch.Size([96, 96, 3, 3]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.cls_convs.0.0.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.0.0.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.0.1.conv.weight - torch.Size([96, 96, 3, 3]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.cls_convs.0.1.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.0.1.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.1.0.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.1.0.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.1.1.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.1.1.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.2.0.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.2.0.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.2.1.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.cls_convs.2.1.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.0.0.conv.weight - torch.Size([96, 96, 3, 3]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.reg_convs.0.0.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.0.0.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.0.1.conv.weight - torch.Size([96, 96, 3, 3]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.reg_convs.0.1.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.0.1.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.1.0.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.1.0.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.1.1.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.1.1.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.2.0.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.2.0.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.2.1.bn.weight - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.reg_convs.2.1.bn.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of RTMDet bbox_head.rtm_cls.0.weight - torch.Size([15, 96, 1, 1]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.rtm_cls.0.bias - torch.Size([15]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.rtm_cls.1.weight - torch.Size([15, 96, 1, 1]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.rtm_cls.1.bias - torch.Size([15]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.rtm_cls.2.weight - torch.Size([15, 96, 1, 1]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.rtm_cls.2.bias - torch.Size([15]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.rtm_reg.0.weight - torch.Size([4, 96, 1, 1]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.rtm_reg.0.bias - torch.Size([4]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.rtm_reg.1.weight - torch.Size([4, 96, 1, 1]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.rtm_reg.1.bias - torch.Size([4]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.rtm_reg.2.weight - torch.Size([4, 96, 1, 1]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.rtm_reg.2.bias - torch.Size([4]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.rtm_ang.0.weight - torch.Size([1, 96, 1, 1]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.rtm_ang.0.bias - torch.Size([1]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.rtm_ang.1.weight - torch.Size([1, 96, 1, 1]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.rtm_ang.1.bias - torch.Size([1]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.rtm_ang.2.weight - torch.Size([1, 96, 1, 1]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead bbox_head.rtm_ang.2.bias - torch.Size([1]): Initialized by user-defined `init_weights` in RotatedRTMDetSepBNHead 2022/11/13 20:15:39 - mmengine - INFO - Checkpoints will be saved to /lustre/home/acct-seejx/seejx-user1/main/mmdev/rotated_rtmdet_dev-main/work_dirs/rotated_rtmdet_tiny-3x-dota_ms. 2022/11/13 20:15:58 - mmengine - INFO - Epoch(train) [1][50/8541] lr: 1.2265e-05 eta: 1 day, 8:19:31 time: 0.3785 data_time: 0.0371 memory: 8443 loss: 3.3731 loss_cls: 2.3828 loss_bbox: 0.9902 2022/11/13 20:16:15 - mmengine - INFO - Epoch(train) [1][100/8541] lr: 2.4777e-05 eta: 1 day, 6:00:42 time: 0.3245 data_time: 0.0125 memory: 8370 loss: 2.7229 loss_cls: 1.2584 loss_bbox: 1.4644 2022/11/13 20:16:31 - mmengine - INFO - Epoch(train) [1][150/8541] lr: 3.7289e-05 eta: 1 day, 5:22:28 time: 0.3293 data_time: 0.0122 memory: 7173 loss: 2.2466 loss_cls: 0.9504 loss_bbox: 1.2962 2022/11/13 20:16:48 - mmengine - INFO - Epoch(train) [1][200/8541] lr: 4.9802e-05 eta: 1 day, 5:05:16 time: 0.3309 data_time: 0.0125 memory: 8198 loss: 1.9722 loss_cls: 0.7506 loss_bbox: 1.2216 2022/11/13 20:17:04 - mmengine - INFO - Epoch(train) [1][250/8541] lr: 6.2314e-05 eta: 1 day, 4:55:19 time: 0.3314 data_time: 0.0124 memory: 7370 loss: 1.8474 loss_cls: 0.7006 loss_bbox: 1.1468 2022/11/13 20:17:21 - mmengine - INFO - Epoch(train) [1][300/8541] lr: 7.4827e-05 eta: 1 day, 4:44:41 time: 0.3268 data_time: 0.0121 memory: 7429 loss: 1.9354 loss_cls: 0.8254 loss_bbox: 1.1100 2022/11/13 20:17:37 - mmengine - INFO - Epoch(train) [1][350/8541] lr: 8.7339e-05 eta: 1 day, 4:41:27 time: 0.3328 data_time: 0.0122 memory: 7573 loss: 1.8093 loss_cls: 0.7512 loss_bbox: 1.0581 2022/11/13 20:17:53 - mmengine - INFO - Epoch(train) [1][400/8541] lr: 9.9851e-05 eta: 1 day, 4:32:01 time: 0.3220 data_time: 0.0124 memory: 7031 loss: 1.7280 loss_cls: 0.7413 loss_bbox: 0.9867 2022/11/13 20:18:10 - mmengine - INFO - Epoch(train) [1][450/8541] lr: 1.1236e-04 eta: 1 day, 4:29:13 time: 0.3301 data_time: 0.0126 memory: 8685 loss: 1.7381 loss_cls: 0.7505 loss_bbox: 0.9877 2022/11/13 20:18:26 - mmengine - INFO - Epoch(train) [1][500/8541] lr: 1.2488e-04 eta: 1 day, 4:24:47 time: 0.3259 data_time: 0.0120 memory: 7543 loss: 1.7064 loss_cls: 0.7508 loss_bbox: 0.9556 2022/11/13 20:18:42 - mmengine - INFO - Epoch(train) [1][550/8541] lr: 1.3739e-04 eta: 1 day, 4:21:17 time: 0.3263 data_time: 0.0120 memory: 7569 loss: 1.6765 loss_cls: 0.7201 loss_bbox: 0.9564 2022/11/13 20:18:59 - mmengine - INFO - Epoch(train) [1][600/8541] lr: 1.4990e-04 eta: 1 day, 4:17:34 time: 0.3245 data_time: 0.0119 memory: 7532 loss: 1.6498 loss_cls: 0.7131 loss_bbox: 0.9366 2022/11/13 20:19:15 - mmengine - INFO - Epoch(train) [1][650/8541] lr: 1.6241e-04 eta: 1 day, 4:16:45 time: 0.3305 data_time: 0.0121 memory: 8800 loss: 1.6094 loss_cls: 0.7035 loss_bbox: 0.9059 2022/11/13 20:19:31 - mmengine - INFO - Epoch(train) [1][700/8541] lr: 1.7493e-04 eta: 1 day, 4:13:22 time: 0.3233 data_time: 0.0121 memory: 7583 loss: 1.6270 loss_cls: 0.7034 loss_bbox: 0.9236 2022/11/13 20:19:48 - mmengine - INFO - Epoch(train) [1][750/8541] lr: 1.8744e-04 eta: 1 day, 4:13:36 time: 0.3327 data_time: 0.0120 memory: 7184 loss: 1.5720 loss_cls: 0.6908 loss_bbox: 0.8813 2022/11/13 20:20:04 - mmengine - INFO - Epoch(train) [1][800/8541] lr: 1.9995e-04 eta: 1 day, 4:12:06 time: 0.3275 data_time: 0.0119 memory: 7951 loss: 1.6011 loss_cls: 0.7330 loss_bbox: 0.8681 2022/11/13 20:20:20 - mmengine - INFO - Epoch(train) [1][850/8541] lr: 2.1246e-04 eta: 1 day, 4:07:55 time: 0.3180 data_time: 0.0120 memory: 6875 loss: 1.6275 loss_cls: 0.7750 loss_bbox: 0.8525 2022/11/13 20:20:36 - mmengine - INFO - Epoch(train) [1][900/8541] lr: 2.2498e-04 eta: 1 day, 4:05:52 time: 0.3240 data_time: 0.0120 memory: 6972 loss: 1.5322 loss_cls: 0.7024 loss_bbox: 0.8298 2022/11/13 20:20:53 - mmengine - INFO - Epoch(train) [1][950/8541] lr: 2.3749e-04 eta: 1 day, 4:07:44 time: 0.3379 data_time: 0.0126 memory: 7106 loss: 1.5355 loss_cls: 0.7046 loss_bbox: 0.8310 2022/11/13 20:21:10 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 20:21:10 - mmengine - INFO - Epoch(train) [1][1000/8541] lr: 2.5000e-04 eta: 1 day, 4:06:12 time: 0.3255 data_time: 0.0119 memory: 8083 loss: 1.4787 loss_cls: 0.6886 loss_bbox: 0.7901 2022/11/13 20:21:27 - mmengine - INFO - Epoch(train) [1][1050/8541] lr: 2.5000e-04 eta: 1 day, 4:07:51 time: 0.3380 data_time: 0.0116 memory: 9026 loss: 1.5183 loss_cls: 0.7133 loss_bbox: 0.8050 2022/11/13 20:21:43 - mmengine - INFO - Epoch(train) [1][1100/8541] lr: 2.5000e-04 eta: 1 day, 4:07:23 time: 0.3297 data_time: 0.0116 memory: 7193 loss: 1.4093 loss_cls: 0.6166 loss_bbox: 0.7928 2022/11/13 20:22:00 - mmengine - INFO - Epoch(train) [1][1150/8541] lr: 2.5000e-04 eta: 1 day, 4:08:12 time: 0.3353 data_time: 0.0119 memory: 8411 loss: 1.4441 loss_cls: 0.6538 loss_bbox: 0.7903 2022/11/13 20:22:16 - mmengine - INFO - Epoch(train) [1][1200/8541] lr: 2.5000e-04 eta: 1 day, 4:05:18 time: 0.3184 data_time: 0.0116 memory: 6844 loss: 1.4824 loss_cls: 0.7101 loss_bbox: 0.7723 2022/11/13 20:22:32 - mmengine - INFO - Epoch(train) [1][1250/8541] lr: 2.5000e-04 eta: 1 day, 4:04:49 time: 0.3291 data_time: 0.0119 memory: 7706 loss: 1.4232 loss_cls: 0.6720 loss_bbox: 0.7512 2022/11/13 20:22:49 - mmengine - INFO - Epoch(train) [1][1300/8541] lr: 2.5000e-04 eta: 1 day, 4:04:16 time: 0.3287 data_time: 0.0118 memory: 8322 loss: 1.4095 loss_cls: 0.6402 loss_bbox: 0.7694 2022/11/13 20:23:05 - mmengine - INFO - Epoch(train) [1][1350/8541] lr: 2.5000e-04 eta: 1 day, 4:03:46 time: 0.3288 data_time: 0.0118 memory: 7882 loss: 1.3843 loss_cls: 0.6488 loss_bbox: 0.7355 2022/11/13 20:23:22 - mmengine - INFO - Epoch(train) [1][1400/8541] lr: 2.5000e-04 eta: 1 day, 4:03:25 time: 0.3296 data_time: 0.0117 memory: 7678 loss: 1.4088 loss_cls: 0.6497 loss_bbox: 0.7591 2022/11/13 20:23:38 - mmengine - INFO - Epoch(train) [1][1450/8541] lr: 2.5000e-04 eta: 1 day, 4:02:31 time: 0.3264 data_time: 0.0117 memory: 7467 loss: 1.3515 loss_cls: 0.6315 loss_bbox: 0.7199 2022/11/13 20:23:54 - mmengine - INFO - Epoch(train) [1][1500/8541] lr: 2.5000e-04 eta: 1 day, 4:02:09 time: 0.3293 data_time: 0.0121 memory: 7565 loss: 1.3870 loss_cls: 0.6386 loss_bbox: 0.7484 2022/11/13 20:24:11 - mmengine - INFO - Epoch(train) [1][1550/8541] lr: 2.5000e-04 eta: 1 day, 4:01:08 time: 0.3253 data_time: 0.0117 memory: 7116 loss: 1.4060 loss_cls: 0.6644 loss_bbox: 0.7416 2022/11/13 20:24:27 - mmengine - INFO - Epoch(train) [1][1600/8541] lr: 2.5000e-04 eta: 1 day, 3:59:53 time: 0.3237 data_time: 0.0119 memory: 7087 loss: 1.3508 loss_cls: 0.6330 loss_bbox: 0.7178 2022/11/13 20:24:43 - mmengine - INFO - Epoch(train) [1][1650/8541] lr: 2.5000e-04 eta: 1 day, 3:59:00 time: 0.3256 data_time: 0.0117 memory: 7222 loss: 1.3122 loss_cls: 0.6150 loss_bbox: 0.6972 2022/11/13 20:24:59 - mmengine - INFO - Epoch(train) [1][1700/8541] lr: 2.5000e-04 eta: 1 day, 3:57:08 time: 0.3188 data_time: 0.0117 memory: 7499 loss: 1.3289 loss_cls: 0.6340 loss_bbox: 0.6949 2022/11/13 20:25:15 - mmengine - INFO - Epoch(train) [1][1750/8541] lr: 2.5000e-04 eta: 1 day, 3:56:39 time: 0.3277 data_time: 0.0119 memory: 8321 loss: 1.3042 loss_cls: 0.6102 loss_bbox: 0.6940 2022/11/13 20:25:32 - mmengine - INFO - Epoch(train) [1][1800/8541] lr: 2.5000e-04 eta: 1 day, 3:56:05 time: 0.3270 data_time: 0.0119 memory: 8074 loss: 1.2991 loss_cls: 0.5883 loss_bbox: 0.7108 2022/11/13 20:25:48 - mmengine - INFO - Epoch(train) [1][1850/8541] lr: 2.5000e-04 eta: 1 day, 3:56:31 time: 0.3341 data_time: 0.0119 memory: 8691 loss: 1.3166 loss_cls: 0.6065 loss_bbox: 0.7100 2022/11/13 20:26:04 - mmengine - INFO - Epoch(train) [1][1900/8541] lr: 2.5000e-04 eta: 1 day, 3:55:08 time: 0.3208 data_time: 0.0122 memory: 6847 loss: 1.2157 loss_cls: 0.5522 loss_bbox: 0.6636 2022/11/13 20:26:21 - mmengine - INFO - Epoch(train) [1][1950/8541] lr: 2.5000e-04 eta: 1 day, 3:55:10 time: 0.3313 data_time: 0.0118 memory: 7976 loss: 1.3395 loss_cls: 0.6127 loss_bbox: 0.7268 2022/11/13 20:26:38 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 20:26:38 - mmengine - INFO - Epoch(train) [1][2000/8541] lr: 2.5000e-04 eta: 1 day, 3:54:54 time: 0.3291 data_time: 0.0117 memory: 8415 loss: 1.2819 loss_cls: 0.5685 loss_bbox: 0.7134 2022/11/13 20:26:54 - mmengine - INFO - Epoch(train) [1][2050/8541] lr: 2.5000e-04 eta: 1 day, 3:54:30 time: 0.3279 data_time: 0.0118 memory: 7773 loss: 1.2978 loss_cls: 0.6047 loss_bbox: 0.6931 2022/11/13 20:27:10 - mmengine - INFO - Epoch(train) [1][2100/8541] lr: 2.5000e-04 eta: 1 day, 3:53:28 time: 0.3227 data_time: 0.0119 memory: 6811 loss: 1.2120 loss_cls: 0.5377 loss_bbox: 0.6743 2022/11/13 20:27:26 - mmengine - INFO - Epoch(train) [1][2150/8541] lr: 2.5000e-04 eta: 1 day, 3:53:03 time: 0.3276 data_time: 0.0119 memory: 8990 loss: 1.2297 loss_cls: 0.5559 loss_bbox: 0.6739 2022/11/13 20:27:43 - mmengine - INFO - Epoch(train) [1][2200/8541] lr: 2.5000e-04 eta: 1 day, 3:52:49 time: 0.3292 data_time: 0.0120 memory: 7269 loss: 1.2374 loss_cls: 0.5642 loss_bbox: 0.6732 2022/11/13 20:28:00 - mmengine - INFO - Epoch(train) [1][2250/8541] lr: 2.5000e-04 eta: 1 day, 3:53:00 time: 0.3328 data_time: 0.0120 memory: 7563 loss: 1.2009 loss_cls: 0.5276 loss_bbox: 0.6733 2022/11/13 20:28:16 - mmengine - INFO - Epoch(train) [1][2300/8541] lr: 2.5000e-04 eta: 1 day, 3:52:32 time: 0.3272 data_time: 0.0121 memory: 7088 loss: 1.1866 loss_cls: 0.5295 loss_bbox: 0.6571 2022/11/13 20:28:32 - mmengine - INFO - Epoch(train) [1][2350/8541] lr: 2.5000e-04 eta: 1 day, 3:51:51 time: 0.3250 data_time: 0.0120 memory: 7075 loss: 1.2061 loss_cls: 0.5380 loss_bbox: 0.6681 2022/11/13 20:28:49 - mmengine - INFO - Epoch(train) [1][2400/8541] lr: 2.5000e-04 eta: 1 day, 3:51:44 time: 0.3302 data_time: 0.0122 memory: 7584 loss: 1.2144 loss_cls: 0.5525 loss_bbox: 0.6619 2022/11/13 20:29:05 - mmengine - INFO - Epoch(train) [1][2450/8541] lr: 2.5000e-04 eta: 1 day, 3:50:10 time: 0.3164 data_time: 0.0118 memory: 7340 loss: 1.1682 loss_cls: 0.5399 loss_bbox: 0.6283 2022/11/13 20:29:21 - mmengine - INFO - Epoch(train) [1][2500/8541] lr: 2.5000e-04 eta: 1 day, 3:49:18 time: 0.3227 data_time: 0.0116 memory: 7275 loss: 1.1672 loss_cls: 0.5413 loss_bbox: 0.6259 2022/11/13 20:29:37 - mmengine - INFO - Epoch(train) [1][2550/8541] lr: 2.5000e-04 eta: 1 day, 3:48:47 time: 0.3259 data_time: 0.0122 memory: 7165 loss: 1.2223 loss_cls: 0.5539 loss_bbox: 0.6685 2022/11/13 20:29:53 - mmengine - INFO - Epoch(train) [1][2600/8541] lr: 2.5000e-04 eta: 1 day, 3:47:53 time: 0.3219 data_time: 0.0119 memory: 7350 loss: 1.2039 loss_cls: 0.5529 loss_bbox: 0.6510 2022/11/13 20:30:09 - mmengine - INFO - Epoch(train) [1][2650/8541] lr: 2.5000e-04 eta: 1 day, 3:47:07 time: 0.3231 data_time: 0.0119 memory: 6927 loss: 1.1971 loss_cls: 0.5627 loss_bbox: 0.6344 2022/11/13 20:30:25 - mmengine - INFO - Epoch(train) [1][2700/8541] lr: 2.5000e-04 eta: 1 day, 3:46:30 time: 0.3246 data_time: 0.0120 memory: 7721 loss: 1.1816 loss_cls: 0.5308 loss_bbox: 0.6508 2022/11/13 20:30:42 - mmengine - INFO - Epoch(train) [1][2750/8541] lr: 2.5000e-04 eta: 1 day, 3:45:40 time: 0.3219 data_time: 0.0119 memory: 7821 loss: 1.1170 loss_cls: 0.4988 loss_bbox: 0.6182 2022/11/13 20:30:58 - mmengine - INFO - Epoch(train) [1][2800/8541] lr: 2.5000e-04 eta: 1 day, 3:44:37 time: 0.3194 data_time: 0.0117 memory: 7877 loss: 1.1970 loss_cls: 0.5423 loss_bbox: 0.6547 2022/11/13 20:31:14 - mmengine - INFO - Epoch(train) [1][2850/8541] lr: 2.5000e-04 eta: 1 day, 3:44:54 time: 0.3341 data_time: 0.0120 memory: 8055 loss: 1.1186 loss_cls: 0.4910 loss_bbox: 0.6275 2022/11/13 20:31:30 - mmengine - INFO - Epoch(train) [1][2900/8541] lr: 2.5000e-04 eta: 1 day, 3:43:58 time: 0.3204 data_time: 0.0119 memory: 7736 loss: 1.1146 loss_cls: 0.4981 loss_bbox: 0.6166 2022/11/13 20:31:47 - mmengine - INFO - Epoch(train) [1][2950/8541] lr: 2.5000e-04 eta: 1 day, 3:43:52 time: 0.3298 data_time: 0.0119 memory: 7857 loss: 1.1383 loss_cls: 0.5031 loss_bbox: 0.6352 2022/11/13 20:32:03 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 20:32:03 - mmengine - INFO - Epoch(train) [1][3000/8541] lr: 2.5000e-04 eta: 1 day, 3:43:42 time: 0.3291 data_time: 0.0123 memory: 7596 loss: 1.1291 loss_cls: 0.5100 loss_bbox: 0.6191 2022/11/13 20:32:20 - mmengine - INFO - Epoch(train) [1][3050/8541] lr: 2.5000e-04 eta: 1 day, 3:43:27 time: 0.3281 data_time: 0.0119 memory: 8029 loss: 1.1651 loss_cls: 0.5136 loss_bbox: 0.6515 2022/11/13 20:32:36 - mmengine - INFO - Epoch(train) [1][3100/8541] lr: 2.5000e-04 eta: 1 day, 3:42:48 time: 0.3232 data_time: 0.0119 memory: 8367 loss: 1.1049 loss_cls: 0.4989 loss_bbox: 0.6060 2022/11/13 20:32:52 - mmengine - INFO - Epoch(train) [1][3150/8541] lr: 2.5000e-04 eta: 1 day, 3:41:42 time: 0.3175 data_time: 0.0120 memory: 7498 loss: 1.0956 loss_cls: 0.4837 loss_bbox: 0.6119 2022/11/13 20:33:08 - mmengine - INFO - Epoch(train) [1][3200/8541] lr: 2.5000e-04 eta: 1 day, 3:41:34 time: 0.3294 data_time: 0.0119 memory: 8191 loss: 1.0798 loss_cls: 0.4689 loss_bbox: 0.6109 2022/11/13 20:33:24 - mmengine - INFO - Epoch(train) [1][3250/8541] lr: 2.5000e-04 eta: 1 day, 3:41:06 time: 0.3252 data_time: 0.0121 memory: 7410 loss: 1.0869 loss_cls: 0.4758 loss_bbox: 0.6111 2022/11/13 20:33:41 - mmengine - INFO - Epoch(train) [1][3300/8541] lr: 2.5000e-04 eta: 1 day, 3:40:38 time: 0.3250 data_time: 0.0120 memory: 7214 loss: 1.0958 loss_cls: 0.4736 loss_bbox: 0.6221 2022/11/13 20:33:57 - mmengine - INFO - Epoch(train) [1][3350/8541] lr: 2.5000e-04 eta: 1 day, 3:40:15 time: 0.3260 data_time: 0.0121 memory: 7496 loss: 1.1081 loss_cls: 0.4888 loss_bbox: 0.6193 2022/11/13 20:34:13 - mmengine - INFO - Epoch(train) [1][3400/8541] lr: 2.5000e-04 eta: 1 day, 3:39:23 time: 0.3197 data_time: 0.0123 memory: 7246 loss: 1.1078 loss_cls: 0.4969 loss_bbox: 0.6109 2022/11/13 20:34:29 - mmengine - INFO - Epoch(train) [1][3450/8541] lr: 2.5000e-04 eta: 1 day, 3:38:38 time: 0.3209 data_time: 0.0120 memory: 7910 loss: 1.1216 loss_cls: 0.5014 loss_bbox: 0.6202 2022/11/13 20:34:46 - mmengine - INFO - Epoch(train) [1][3500/8541] lr: 2.5000e-04 eta: 1 day, 3:38:33 time: 0.3299 data_time: 0.0119 memory: 7284 loss: 1.0497 loss_cls: 0.4507 loss_bbox: 0.5990 2022/11/13 20:35:02 - mmengine - INFO - Epoch(train) [1][3550/8541] lr: 2.5000e-04 eta: 1 day, 3:38:11 time: 0.3262 data_time: 0.0123 memory: 8166 loss: 1.1033 loss_cls: 0.4912 loss_bbox: 0.6121 2022/11/13 20:35:18 - mmengine - INFO - Epoch(train) [1][3600/8541] lr: 2.5000e-04 eta: 1 day, 3:37:58 time: 0.3281 data_time: 0.0124 memory: 7232 loss: 1.0682 loss_cls: 0.4594 loss_bbox: 0.6087 2022/11/13 20:35:34 - mmengine - INFO - Epoch(train) [1][3650/8541] lr: 2.5000e-04 eta: 1 day, 3:37:26 time: 0.3237 data_time: 0.0125 memory: 6968 loss: 1.0565 loss_cls: 0.4758 loss_bbox: 0.5807 2022/11/13 20:35:51 - mmengine - INFO - Epoch(train) [1][3700/8541] lr: 2.5000e-04 eta: 1 day, 3:36:57 time: 0.3242 data_time: 0.0122 memory: 8567 loss: 1.1341 loss_cls: 0.5370 loss_bbox: 0.5971 2022/11/13 20:36:07 - mmengine - INFO - Epoch(train) [1][3750/8541] lr: 2.5000e-04 eta: 1 day, 3:36:37 time: 0.3264 data_time: 0.0123 memory: 7199 loss: 1.0631 loss_cls: 0.4695 loss_bbox: 0.5936 2022/11/13 20:36:23 - mmengine - INFO - Epoch(train) [1][3800/8541] lr: 2.5000e-04 eta: 1 day, 3:36:01 time: 0.3223 data_time: 0.0129 memory: 7196 loss: 1.0875 loss_cls: 0.4863 loss_bbox: 0.6012 2022/11/13 20:36:39 - mmengine - INFO - Epoch(train) [1][3850/8541] lr: 2.5000e-04 eta: 1 day, 3:35:14 time: 0.3194 data_time: 0.0124 memory: 7776 loss: 1.0870 loss_cls: 0.4924 loss_bbox: 0.5945 2022/11/13 20:36:56 - mmengine - INFO - Epoch(train) [1][3900/8541] lr: 2.5000e-04 eta: 1 day, 3:35:25 time: 0.3342 data_time: 0.0128 memory: 7495 loss: 1.0050 loss_cls: 0.4190 loss_bbox: 0.5860 2022/11/13 20:37:12 - mmengine - INFO - Epoch(train) [1][3950/8541] lr: 2.5000e-04 eta: 1 day, 3:34:53 time: 0.3232 data_time: 0.0126 memory: 7195 loss: 1.0499 loss_cls: 0.4652 loss_bbox: 0.5847 2022/11/13 20:37:28 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 20:37:28 - mmengine - INFO - Epoch(train) [1][4000/8541] lr: 2.5000e-04 eta: 1 day, 3:34:42 time: 0.3285 data_time: 0.0129 memory: 7642 loss: 1.0192 loss_cls: 0.4298 loss_bbox: 0.5894 2022/11/13 20:37:45 - mmengine - INFO - Epoch(train) [1][4050/8541] lr: 2.5000e-04 eta: 1 day, 3:34:30 time: 0.3282 data_time: 0.0125 memory: 7415 loss: 1.0011 loss_cls: 0.4319 loss_bbox: 0.5691 2022/11/13 20:38:01 - mmengine - INFO - Epoch(train) [1][4100/8541] lr: 2.5000e-04 eta: 1 day, 3:33:53 time: 0.3217 data_time: 0.0127 memory: 6910 loss: 1.0723 loss_cls: 0.4859 loss_bbox: 0.5864 2022/11/13 20:38:18 - mmengine - INFO - Epoch(train) [1][4150/8541] lr: 2.5000e-04 eta: 1 day, 3:34:02 time: 0.3342 data_time: 0.0125 memory: 8343 loss: 1.0575 loss_cls: 0.4516 loss_bbox: 0.6060 2022/11/13 20:38:34 - mmengine - INFO - Epoch(train) [1][4200/8541] lr: 2.5000e-04 eta: 1 day, 3:33:18 time: 0.3193 data_time: 0.0126 memory: 7072 loss: 1.0857 loss_cls: 0.4858 loss_bbox: 0.5999 2022/11/13 20:38:50 - mmengine - INFO - Epoch(train) [1][4250/8541] lr: 2.5000e-04 eta: 1 day, 3:32:54 time: 0.3249 data_time: 0.0127 memory: 8337 loss: 1.0264 loss_cls: 0.4618 loss_bbox: 0.5647 2022/11/13 20:39:06 - mmengine - INFO - Epoch(train) [1][4300/8541] lr: 2.5000e-04 eta: 1 day, 3:32:26 time: 0.3238 data_time: 0.0125 memory: 7935 loss: 1.0461 loss_cls: 0.4503 loss_bbox: 0.5958 2022/11/13 20:39:22 - mmengine - INFO - Epoch(train) [1][4350/8541] lr: 2.5000e-04 eta: 1 day, 3:32:07 time: 0.3264 data_time: 0.0127 memory: 8094 loss: 1.0772 loss_cls: 0.4730 loss_bbox: 0.6042 2022/11/13 20:39:39 - mmengine - INFO - Epoch(train) [1][4400/8541] lr: 2.5000e-04 eta: 1 day, 3:31:46 time: 0.3257 data_time: 0.0126 memory: 7261 loss: 1.0392 loss_cls: 0.4390 loss_bbox: 0.6002 2022/11/13 20:39:55 - mmengine - INFO - Epoch(train) [1][4450/8541] lr: 2.5000e-04 eta: 1 day, 3:31:12 time: 0.3216 data_time: 0.0124 memory: 7029 loss: 1.0293 loss_cls: 0.4514 loss_bbox: 0.5779 2022/11/13 20:40:11 - mmengine - INFO - Epoch(train) [1][4500/8541] lr: 2.5000e-04 eta: 1 day, 3:31:18 time: 0.3337 data_time: 0.0125 memory: 8109 loss: 1.0301 loss_cls: 0.4441 loss_bbox: 0.5860 2022/11/13 20:40:28 - mmengine - INFO - Epoch(train) [1][4550/8541] lr: 2.5000e-04 eta: 1 day, 3:30:54 time: 0.3246 data_time: 0.0128 memory: 7345 loss: 0.9653 loss_cls: 0.3999 loss_bbox: 0.5654 2022/11/13 20:40:44 - mmengine - INFO - Epoch(train) [1][4600/8541] lr: 2.5000e-04 eta: 1 day, 3:30:46 time: 0.3296 data_time: 0.0128 memory: 7441 loss: 1.0026 loss_cls: 0.4318 loss_bbox: 0.5709 2022/11/13 20:41:00 - mmengine - INFO - Epoch(train) [1][4650/8541] lr: 2.5000e-04 eta: 1 day, 3:30:19 time: 0.3238 data_time: 0.0126 memory: 7700 loss: 1.0107 loss_cls: 0.4314 loss_bbox: 0.5794 2022/11/13 20:41:17 - mmengine - INFO - Epoch(train) [1][4700/8541] lr: 2.5000e-04 eta: 1 day, 3:29:57 time: 0.3252 data_time: 0.0124 memory: 7346 loss: 0.9538 loss_cls: 0.4018 loss_bbox: 0.5520 2022/11/13 20:41:33 - mmengine - INFO - Epoch(train) [1][4750/8541] lr: 2.5000e-04 eta: 1 day, 3:29:46 time: 0.3286 data_time: 0.0125 memory: 7843 loss: 1.0209 loss_cls: 0.4531 loss_bbox: 0.5678 2022/11/13 20:41:49 - mmengine - INFO - Epoch(train) [1][4800/8541] lr: 2.5000e-04 eta: 1 day, 3:29:25 time: 0.3256 data_time: 0.0128 memory: 7654 loss: 0.9772 loss_cls: 0.4212 loss_bbox: 0.5560 2022/11/13 20:42:06 - mmengine - INFO - Epoch(train) [1][4850/8541] lr: 2.5000e-04 eta: 1 day, 3:28:58 time: 0.3235 data_time: 0.0125 memory: 7281 loss: 0.9690 loss_cls: 0.4051 loss_bbox: 0.5639 2022/11/13 20:42:22 - mmengine - INFO - Epoch(train) [1][4900/8541] lr: 2.5000e-04 eta: 1 day, 3:28:26 time: 0.3219 data_time: 0.0128 memory: 7353 loss: 0.9931 loss_cls: 0.4182 loss_bbox: 0.5748 2022/11/13 20:42:38 - mmengine - INFO - Epoch(train) [1][4950/8541] lr: 2.5000e-04 eta: 1 day, 3:28:08 time: 0.3264 data_time: 0.0127 memory: 8010 loss: 1.0112 loss_cls: 0.4368 loss_bbox: 0.5744 2022/11/13 20:42:55 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 20:42:55 - mmengine - INFO - Epoch(train) [1][5000/8541] lr: 2.5000e-04 eta: 1 day, 3:28:12 time: 0.3334 data_time: 0.0127 memory: 9130 loss: 1.0067 loss_cls: 0.4261 loss_bbox: 0.5806 2022/11/13 20:43:11 - mmengine - INFO - Epoch(train) [1][5050/8541] lr: 2.5000e-04 eta: 1 day, 3:27:58 time: 0.3279 data_time: 0.0125 memory: 8164 loss: 0.9899 loss_cls: 0.4156 loss_bbox: 0.5743 2022/11/13 20:43:27 - mmengine - INFO - Epoch(train) [1][5100/8541] lr: 2.5000e-04 eta: 1 day, 3:27:35 time: 0.3247 data_time: 0.0134 memory: 7956 loss: 0.9653 loss_cls: 0.4069 loss_bbox: 0.5585 2022/11/13 20:43:44 - mmengine - INFO - Epoch(train) [1][5150/8541] lr: 2.5000e-04 eta: 1 day, 3:27:07 time: 0.3228 data_time: 0.0125 memory: 6851 loss: 0.9592 loss_cls: 0.4028 loss_bbox: 0.5565 2022/11/13 20:44:00 - mmengine - INFO - Epoch(train) [1][5200/8541] lr: 2.5000e-04 eta: 1 day, 3:26:56 time: 0.3287 data_time: 0.0126 memory: 7667 loss: 0.9845 loss_cls: 0.4192 loss_bbox: 0.5653 2022/11/13 20:44:17 - mmengine - INFO - Epoch(train) [1][5250/8541] lr: 2.5000e-04 eta: 1 day, 3:27:05 time: 0.3358 data_time: 0.0126 memory: 9031 loss: 0.9821 loss_cls: 0.4038 loss_bbox: 0.5783 2022/11/13 20:44:33 - mmengine - INFO - Epoch(train) [1][5300/8541] lr: 2.5000e-04 eta: 1 day, 3:26:34 time: 0.3220 data_time: 0.0127 memory: 7156 loss: 0.9974 loss_cls: 0.4352 loss_bbox: 0.5622 2022/11/13 20:44:49 - mmengine - INFO - Epoch(train) [1][5350/8541] lr: 2.5000e-04 eta: 1 day, 3:26:19 time: 0.3274 data_time: 0.0128 memory: 7560 loss: 0.9711 loss_cls: 0.4027 loss_bbox: 0.5684 2022/11/13 20:45:05 - mmengine - INFO - Epoch(train) [1][5400/8541] lr: 2.5000e-04 eta: 1 day, 3:25:49 time: 0.3221 data_time: 0.0127 memory: 6992 loss: 0.9767 loss_cls: 0.4263 loss_bbox: 0.5504 2022/11/13 20:45:22 - mmengine - INFO - Epoch(train) [1][5450/8541] lr: 2.5000e-04 eta: 1 day, 3:25:54 time: 0.3346 data_time: 0.0130 memory: 8020 loss: 0.9301 loss_cls: 0.3816 loss_bbox: 0.5485 2022/11/13 20:45:38 - mmengine - INFO - Epoch(train) [1][5500/8541] lr: 2.5000e-04 eta: 1 day, 3:25:37 time: 0.3267 data_time: 0.0128 memory: 6941 loss: 0.9243 loss_cls: 0.3884 loss_bbox: 0.5359 2022/11/13 20:45:55 - mmengine - INFO - Epoch(train) [1][5550/8541] lr: 2.5000e-04 eta: 1 day, 3:25:30 time: 0.3304 data_time: 0.0130 memory: 7910 loss: 0.9314 loss_cls: 0.3775 loss_bbox: 0.5539 2022/11/13 20:46:12 - mmengine - INFO - Epoch(train) [1][5600/8541] lr: 2.5000e-04 eta: 1 day, 3:25:32 time: 0.3339 data_time: 0.0126 memory: 8279 loss: 0.9720 loss_cls: 0.4105 loss_bbox: 0.5615 2022/11/13 20:46:28 - mmengine - INFO - Epoch(train) [1][5650/8541] lr: 2.5000e-04 eta: 1 day, 3:25:16 time: 0.3271 data_time: 0.0126 memory: 7483 loss: 1.0073 loss_cls: 0.4283 loss_bbox: 0.5791 2022/11/13 20:46:44 - mmengine - INFO - Epoch(train) [1][5700/8541] lr: 2.5000e-04 eta: 1 day, 3:24:56 time: 0.3255 data_time: 0.0128 memory: 7433 loss: 1.0138 loss_cls: 0.4581 loss_bbox: 0.5558 2022/11/13 20:47:01 - mmengine - INFO - Epoch(train) [1][5750/8541] lr: 2.5000e-04 eta: 1 day, 3:24:37 time: 0.3262 data_time: 0.0123 memory: 10225 loss: 1.0048 loss_cls: 0.4352 loss_bbox: 0.5697 2022/11/13 20:47:17 - mmengine - INFO - Epoch(train) [1][5800/8541] lr: 2.5000e-04 eta: 1 day, 3:24:16 time: 0.3254 data_time: 0.0128 memory: 7837 loss: 0.9521 loss_cls: 0.3970 loss_bbox: 0.5551 2022/11/13 20:47:33 - mmengine - INFO - Epoch(train) [1][5850/8541] lr: 2.5000e-04 eta: 1 day, 3:23:49 time: 0.3228 data_time: 0.0130 memory: 6926 loss: 0.9036 loss_cls: 0.3712 loss_bbox: 0.5325 2022/11/13 20:47:49 - mmengine - INFO - Epoch(train) [1][5900/8541] lr: 2.5000e-04 eta: 1 day, 3:23:16 time: 0.3203 data_time: 0.0126 memory: 7617 loss: 0.9463 loss_cls: 0.4108 loss_bbox: 0.5355 2022/11/13 20:48:05 - mmengine - INFO - Epoch(train) [1][5950/8541] lr: 2.5000e-04 eta: 1 day, 3:23:01 time: 0.3275 data_time: 0.0127 memory: 8083 loss: 0.9347 loss_cls: 0.3960 loss_bbox: 0.5387 2022/11/13 20:48:22 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 20:48:22 - mmengine - INFO - Epoch(train) [1][6000/8541] lr: 2.5000e-04 eta: 1 day, 3:22:48 time: 0.3281 data_time: 0.0126 memory: 7320 loss: 0.9254 loss_cls: 0.3913 loss_bbox: 0.5341 2022/11/13 20:48:39 - mmengine - INFO - Epoch(train) [1][6050/8541] lr: 2.5000e-04 eta: 1 day, 3:22:49 time: 0.3342 data_time: 0.0127 memory: 7424 loss: 0.9356 loss_cls: 0.3934 loss_bbox: 0.5422 2022/11/13 20:48:55 - mmengine - INFO - Epoch(train) [1][6100/8541] lr: 2.5000e-04 eta: 1 day, 3:22:42 time: 0.3307 data_time: 0.0125 memory: 8347 loss: 0.9495 loss_cls: 0.4028 loss_bbox: 0.5468 2022/11/13 20:49:12 - mmengine - INFO - Epoch(train) [1][6150/8541] lr: 2.5000e-04 eta: 1 day, 3:22:32 time: 0.3296 data_time: 0.0126 memory: 7561 loss: 0.9317 loss_cls: 0.3902 loss_bbox: 0.5415 2022/11/13 20:49:28 - mmengine - INFO - Epoch(train) [1][6200/8541] lr: 2.5000e-04 eta: 1 day, 3:22:09 time: 0.3243 data_time: 0.0123 memory: 7523 loss: 0.9184 loss_cls: 0.3726 loss_bbox: 0.5458 2022/11/13 20:49:44 - mmengine - INFO - Epoch(train) [1][6250/8541] lr: 2.5000e-04 eta: 1 day, 3:21:54 time: 0.3276 data_time: 0.0132 memory: 7883 loss: 0.9330 loss_cls: 0.3923 loss_bbox: 0.5407 2022/11/13 20:50:00 - mmengine - INFO - Epoch(train) [1][6300/8541] lr: 2.5000e-04 eta: 1 day, 3:21:24 time: 0.3214 data_time: 0.0123 memory: 7260 loss: 0.9497 loss_cls: 0.3999 loss_bbox: 0.5498 2022/11/13 20:50:16 - mmengine - INFO - Epoch(train) [1][6350/8541] lr: 2.5000e-04 eta: 1 day, 3:20:52 time: 0.3205 data_time: 0.0125 memory: 7101 loss: 0.9218 loss_cls: 0.3919 loss_bbox: 0.5299 2022/11/13 20:50:32 - mmengine - INFO - Epoch(train) [1][6400/8541] lr: 2.5000e-04 eta: 1 day, 3:20:12 time: 0.3168 data_time: 0.0125 memory: 7217 loss: 0.9105 loss_cls: 0.3907 loss_bbox: 0.5198 2022/11/13 20:50:49 - mmengine - INFO - Epoch(train) [1][6450/8541] lr: 2.5000e-04 eta: 1 day, 3:19:55 time: 0.3266 data_time: 0.0129 memory: 7586 loss: 0.8927 loss_cls: 0.3652 loss_bbox: 0.5275 2022/11/13 20:51:05 - mmengine - INFO - Epoch(train) [1][6500/8541] lr: 2.5000e-04 eta: 1 day, 3:19:38 time: 0.3264 data_time: 0.0127 memory: 7396 loss: 0.9405 loss_cls: 0.3976 loss_bbox: 0.5429 2022/11/13 20:51:21 - mmengine - INFO - Epoch(train) [1][6550/8541] lr: 2.5000e-04 eta: 1 day, 3:19:12 time: 0.3226 data_time: 0.0127 memory: 7367 loss: 0.9297 loss_cls: 0.3959 loss_bbox: 0.5338 2022/11/13 20:51:37 - mmengine - INFO - Epoch(train) [1][6600/8541] lr: 2.5000e-04 eta: 1 day, 3:18:58 time: 0.3278 data_time: 0.0125 memory: 7411 loss: 0.9089 loss_cls: 0.3745 loss_bbox: 0.5344 2022/11/13 20:51:53 - mmengine - INFO - Epoch(train) [1][6650/8541] lr: 2.5000e-04 eta: 1 day, 3:18:26 time: 0.3201 data_time: 0.0127 memory: 7011 loss: 0.9473 loss_cls: 0.3997 loss_bbox: 0.5476 2022/11/13 20:52:10 - mmengine - INFO - Epoch(train) [1][6700/8541] lr: 2.5000e-04 eta: 1 day, 3:18:23 time: 0.3329 data_time: 0.0129 memory: 7647 loss: 0.9138 loss_cls: 0.3743 loss_bbox: 0.5395 2022/11/13 20:52:26 - mmengine - INFO - Epoch(train) [1][6750/8541] lr: 2.5000e-04 eta: 1 day, 3:18:08 time: 0.3274 data_time: 0.0126 memory: 7812 loss: 0.8965 loss_cls: 0.3695 loss_bbox: 0.5270 2022/11/13 20:52:43 - mmengine - INFO - Epoch(train) [1][6800/8541] lr: 2.5000e-04 eta: 1 day, 3:18:04 time: 0.3322 data_time: 0.0127 memory: 8161 loss: 0.9187 loss_cls: 0.3759 loss_bbox: 0.5428 2022/11/13 20:52:59 - mmengine - INFO - Epoch(train) [1][6850/8541] lr: 2.5000e-04 eta: 1 day, 3:17:39 time: 0.3231 data_time: 0.0126 memory: 7147 loss: 0.9287 loss_cls: 0.3972 loss_bbox: 0.5315 2022/11/13 20:53:16 - mmengine - INFO - Epoch(train) [1][6900/8541] lr: 2.5000e-04 eta: 1 day, 3:17:21 time: 0.3259 data_time: 0.0126 memory: 8038 loss: 0.9117 loss_cls: 0.3780 loss_bbox: 0.5337 2022/11/13 20:53:32 - mmengine - INFO - Epoch(train) [1][6950/8541] lr: 2.5000e-04 eta: 1 day, 3:17:05 time: 0.3273 data_time: 0.0126 memory: 7047 loss: 0.9505 loss_cls: 0.4137 loss_bbox: 0.5368 2022/11/13 20:53:49 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 20:53:49 - mmengine - INFO - Epoch(train) [1][7000/8541] lr: 2.5000e-04 eta: 1 day, 3:16:58 time: 0.3313 data_time: 0.0126 memory: 8112 loss: 0.9191 loss_cls: 0.3981 loss_bbox: 0.5211 2022/11/13 20:54:05 - mmengine - INFO - Epoch(train) [1][7050/8541] lr: 2.5000e-04 eta: 1 day, 3:16:31 time: 0.3217 data_time: 0.0125 memory: 7203 loss: 0.9370 loss_cls: 0.3945 loss_bbox: 0.5425 2022/11/13 20:54:21 - mmengine - INFO - Epoch(train) [1][7100/8541] lr: 2.5000e-04 eta: 1 day, 3:16:15 time: 0.3272 data_time: 0.0128 memory: 7221 loss: 0.9044 loss_cls: 0.3796 loss_bbox: 0.5248 2022/11/13 20:54:37 - mmengine - INFO - Epoch(train) [1][7150/8541] lr: 2.5000e-04 eta: 1 day, 3:15:58 time: 0.3264 data_time: 0.0126 memory: 7797 loss: 0.8700 loss_cls: 0.3555 loss_bbox: 0.5145 2022/11/13 20:54:53 - mmengine - INFO - Epoch(train) [1][7200/8541] lr: 2.5000e-04 eta: 1 day, 3:15:32 time: 0.3223 data_time: 0.0126 memory: 7390 loss: 0.9358 loss_cls: 0.3934 loss_bbox: 0.5424 2022/11/13 20:55:10 - mmengine - INFO - Epoch(train) [1][7250/8541] lr: 2.5000e-04 eta: 1 day, 3:15:20 time: 0.3287 data_time: 0.0124 memory: 8741 loss: 0.9914 loss_cls: 0.4414 loss_bbox: 0.5500 2022/11/13 20:55:27 - mmengine - INFO - Epoch(train) [1][7300/8541] lr: 2.5000e-04 eta: 1 day, 3:15:25 time: 0.3374 data_time: 0.0128 memory: 8931 loss: 0.9036 loss_cls: 0.3712 loss_bbox: 0.5324 2022/11/13 20:55:43 - mmengine - INFO - Epoch(train) [1][7350/8541] lr: 2.5000e-04 eta: 1 day, 3:15:07 time: 0.3258 data_time: 0.0127 memory: 8105 loss: 0.9226 loss_cls: 0.3873 loss_bbox: 0.5353 2022/11/13 20:56:00 - mmengine - INFO - Epoch(train) [1][7400/8541] lr: 2.5000e-04 eta: 1 day, 3:15:01 time: 0.3321 data_time: 0.0128 memory: 7486 loss: 0.8850 loss_cls: 0.3592 loss_bbox: 0.5257 2022/11/13 20:56:16 - mmengine - INFO - Epoch(train) [1][7450/8541] lr: 2.5000e-04 eta: 1 day, 3:14:30 time: 0.3197 data_time: 0.0129 memory: 7300 loss: 0.9308 loss_cls: 0.3941 loss_bbox: 0.5368 2022/11/13 20:56:32 - mmengine - INFO - Epoch(train) [1][7500/8541] lr: 2.5000e-04 eta: 1 day, 3:14:11 time: 0.3253 data_time: 0.0126 memory: 7498 loss: 0.8386 loss_cls: 0.3320 loss_bbox: 0.5066 2022/11/13 20:56:48 - mmengine - INFO - Epoch(train) [1][7550/8541] lr: 2.5000e-04 eta: 1 day, 3:13:56 time: 0.3274 data_time: 0.0125 memory: 7577 loss: 0.9156 loss_cls: 0.3890 loss_bbox: 0.5265 2022/11/13 20:57:04 - mmengine - INFO - Epoch(train) [1][7600/8541] lr: 2.5000e-04 eta: 1 day, 3:13:28 time: 0.3211 data_time: 0.0128 memory: 7397 loss: 0.8934 loss_cls: 0.3700 loss_bbox: 0.5233 2022/11/13 20:57:21 - mmengine - INFO - Epoch(train) [1][7650/8541] lr: 2.5000e-04 eta: 1 day, 3:13:22 time: 0.3323 data_time: 0.0126 memory: 7881 loss: 0.8981 loss_cls: 0.3624 loss_bbox: 0.5357 2022/11/13 20:57:38 - mmengine - INFO - Epoch(train) [1][7700/8541] lr: 2.5000e-04 eta: 1 day, 3:13:10 time: 0.3291 data_time: 0.0128 memory: 7439 loss: 0.9125 loss_cls: 0.3773 loss_bbox: 0.5352 2022/11/13 20:57:54 - mmengine - INFO - Epoch(train) [1][7750/8541] lr: 2.5000e-04 eta: 1 day, 3:12:58 time: 0.3292 data_time: 0.0130 memory: 8285 loss: 0.8718 loss_cls: 0.3490 loss_bbox: 0.5229 2022/11/13 20:58:10 - mmengine - INFO - Epoch(train) [1][7800/8541] lr: 2.5000e-04 eta: 1 day, 3:12:25 time: 0.3182 data_time: 0.0128 memory: 6811 loss: 0.8853 loss_cls: 0.3611 loss_bbox: 0.5241 2022/11/13 20:58:26 - mmengine - INFO - Epoch(train) [1][7850/8541] lr: 2.5000e-04 eta: 1 day, 3:12:10 time: 0.3275 data_time: 0.0127 memory: 7331 loss: 0.9010 loss_cls: 0.3781 loss_bbox: 0.5229 2022/11/13 20:58:43 - mmengine - INFO - Epoch(train) [1][7900/8541] lr: 2.5000e-04 eta: 1 day, 3:11:50 time: 0.3248 data_time: 0.0124 memory: 7062 loss: 0.8646 loss_cls: 0.3548 loss_bbox: 0.5097 2022/11/13 20:58:59 - mmengine - INFO - Epoch(train) [1][7950/8541] lr: 2.5000e-04 eta: 1 day, 3:11:27 time: 0.3235 data_time: 0.0125 memory: 6849 loss: 0.9019 loss_cls: 0.3725 loss_bbox: 0.5295 2022/11/13 20:59:15 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 20:59:15 - mmengine - INFO - Epoch(train) [1][8000/8541] lr: 2.5000e-04 eta: 1 day, 3:11:16 time: 0.3294 data_time: 0.0125 memory: 7878 loss: 0.9059 loss_cls: 0.3772 loss_bbox: 0.5287 2022/11/13 20:59:32 - mmengine - INFO - Epoch(train) [1][8050/8541] lr: 2.5000e-04 eta: 1 day, 3:11:02 time: 0.3283 data_time: 0.0128 memory: 6933 loss: 0.9245 loss_cls: 0.4043 loss_bbox: 0.5203 2022/11/13 20:59:48 - mmengine - INFO - Epoch(train) [1][8100/8541] lr: 2.5000e-04 eta: 1 day, 3:10:31 time: 0.3187 data_time: 0.0128 memory: 7152 loss: 0.8924 loss_cls: 0.3728 loss_bbox: 0.5196 2022/11/13 21:00:04 - mmengine - INFO - Epoch(train) [1][8150/8541] lr: 2.5000e-04 eta: 1 day, 3:10:11 time: 0.3246 data_time: 0.0126 memory: 7327 loss: 0.8803 loss_cls: 0.3621 loss_bbox: 0.5181 2022/11/13 21:00:20 - mmengine - INFO - Epoch(train) [1][8200/8541] lr: 2.5000e-04 eta: 1 day, 3:09:50 time: 0.3246 data_time: 0.0129 memory: 7095 loss: 0.8790 loss_cls: 0.3612 loss_bbox: 0.5178 2022/11/13 21:00:36 - mmengine - INFO - Epoch(train) [1][8250/8541] lr: 2.5000e-04 eta: 1 day, 3:09:37 time: 0.3281 data_time: 0.0125 memory: 7993 loss: 0.8376 loss_cls: 0.3435 loss_bbox: 0.4941 2022/11/13 21:00:53 - mmengine - INFO - Epoch(train) [1][8300/8541] lr: 2.5000e-04 eta: 1 day, 3:09:30 time: 0.3323 data_time: 0.0124 memory: 8564 loss: 0.8549 loss_cls: 0.3440 loss_bbox: 0.5109 2022/11/13 21:01:09 - mmengine - INFO - Epoch(train) [1][8350/8541] lr: 2.5000e-04 eta: 1 day, 3:09:14 time: 0.3266 data_time: 0.0127 memory: 8348 loss: 0.9067 loss_cls: 0.3878 loss_bbox: 0.5189 2022/11/13 21:01:26 - mmengine - INFO - Epoch(train) [1][8400/8541] lr: 2.5000e-04 eta: 1 day, 3:08:58 time: 0.3272 data_time: 0.0127 memory: 7773 loss: 0.8487 loss_cls: 0.3509 loss_bbox: 0.4978 2022/11/13 21:01:42 - mmengine - INFO - Epoch(train) [1][8450/8541] lr: 2.5000e-04 eta: 1 day, 3:08:47 time: 0.3299 data_time: 0.0128 memory: 8238 loss: 0.8321 loss_cls: 0.3239 loss_bbox: 0.5082 2022/11/13 21:01:59 - mmengine - INFO - Epoch(train) [1][8500/8541] lr: 2.5000e-04 eta: 1 day, 3:08:30 time: 0.3264 data_time: 0.0126 memory: 7858 loss: 0.8506 loss_cls: 0.3443 loss_bbox: 0.5063 2022/11/13 21:02:12 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 21:02:29 - mmengine - INFO - Epoch(train) [2][50/8541] lr: 2.5000e-04 eta: 1 day, 3:08:12 time: 0.3381 data_time: 0.0266 memory: 7816 loss: 0.8482 loss_cls: 0.3521 loss_bbox: 0.4962 2022/11/13 21:02:45 - mmengine - INFO - Epoch(train) [2][100/8541] lr: 2.5000e-04 eta: 1 day, 3:07:51 time: 0.3243 data_time: 0.0127 memory: 7382 loss: 0.8458 loss_cls: 0.3384 loss_bbox: 0.5074 2022/11/13 21:03:01 - mmengine - INFO - Epoch(train) [2][150/8541] lr: 2.5000e-04 eta: 1 day, 3:07:26 time: 0.3222 data_time: 0.0123 memory: 8687 loss: 0.8635 loss_cls: 0.3473 loss_bbox: 0.5162 2022/11/13 21:03:18 - mmengine - INFO - Epoch(train) [2][200/8541] lr: 2.5000e-04 eta: 1 day, 3:07:16 time: 0.3305 data_time: 0.0129 memory: 7939 loss: 0.8740 loss_cls: 0.3587 loss_bbox: 0.5153 2022/11/13 21:03:34 - mmengine - INFO - Epoch(train) [2][250/8541] lr: 2.5000e-04 eta: 1 day, 3:06:53 time: 0.3227 data_time: 0.0126 memory: 7755 loss: 0.8528 loss_cls: 0.3507 loss_bbox: 0.5021 2022/11/13 21:03:50 - mmengine - INFO - Epoch(train) [2][300/8541] lr: 2.5000e-04 eta: 1 day, 3:06:32 time: 0.3240 data_time: 0.0123 memory: 7451 loss: 0.8444 loss_cls: 0.3303 loss_bbox: 0.5141 2022/11/13 21:04:06 - mmengine - INFO - Epoch(train) [2][350/8541] lr: 2.5000e-04 eta: 1 day, 3:06:16 time: 0.3272 data_time: 0.0127 memory: 7375 loss: 0.8737 loss_cls: 0.3624 loss_bbox: 0.5113 2022/11/13 21:04:23 - mmengine - INFO - Epoch(train) [2][400/8541] lr: 2.5000e-04 eta: 1 day, 3:06:15 time: 0.3359 data_time: 0.0127 memory: 8356 loss: 0.8553 loss_cls: 0.3441 loss_bbox: 0.5111 2022/11/13 21:04:40 - mmengine - INFO - Epoch(train) [2][450/8541] lr: 2.5000e-04 eta: 1 day, 3:06:07 time: 0.3318 data_time: 0.0127 memory: 7314 loss: 0.8521 loss_cls: 0.3436 loss_bbox: 0.5085 2022/11/13 21:04:43 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 21:04:56 - mmengine - INFO - Epoch(train) [2][500/8541] lr: 2.5000e-04 eta: 1 day, 3:05:43 time: 0.3225 data_time: 0.0127 memory: 6962 loss: 0.9007 loss_cls: 0.3825 loss_bbox: 0.5182 2022/11/13 21:05:12 - mmengine - INFO - Epoch(train) [2][550/8541] lr: 2.5000e-04 eta: 1 day, 3:05:27 time: 0.3271 data_time: 0.0126 memory: 7211 loss: 0.9065 loss_cls: 0.3941 loss_bbox: 0.5125 2022/11/13 21:05:29 - mmengine - INFO - Epoch(train) [2][600/8541] lr: 2.5000e-04 eta: 1 day, 3:05:13 time: 0.3278 data_time: 0.0127 memory: 8317 loss: 0.8638 loss_cls: 0.3567 loss_bbox: 0.5071 2022/11/13 21:05:45 - mmengine - INFO - Epoch(train) [2][650/8541] lr: 2.5000e-04 eta: 1 day, 3:04:59 time: 0.3285 data_time: 0.0125 memory: 7672 loss: 0.8457 loss_cls: 0.3549 loss_bbox: 0.4908 2022/11/13 21:06:01 - mmengine - INFO - Epoch(train) [2][700/8541] lr: 2.5000e-04 eta: 1 day, 3:04:39 time: 0.3245 data_time: 0.0128 memory: 6731 loss: 0.8315 loss_cls: 0.3363 loss_bbox: 0.4952 2022/11/13 21:06:18 - mmengine - INFO - Epoch(train) [2][750/8541] lr: 2.5000e-04 eta: 1 day, 3:04:29 time: 0.3310 data_time: 0.0124 memory: 8412 loss: 0.8312 loss_cls: 0.3280 loss_bbox: 0.5032 2022/11/13 21:06:34 - mmengine - INFO - Epoch(train) [2][800/8541] lr: 2.5000e-04 eta: 1 day, 3:04:15 time: 0.3283 data_time: 0.0125 memory: 7525 loss: 0.8466 loss_cls: 0.3366 loss_bbox: 0.5101 2022/11/13 21:06:51 - mmengine - INFO - Epoch(train) [2][850/8541] lr: 2.5000e-04 eta: 1 day, 3:03:57 time: 0.3257 data_time: 0.0125 memory: 7008 loss: 0.8511 loss_cls: 0.3547 loss_bbox: 0.4964 2022/11/13 21:07:07 - mmengine - INFO - Epoch(train) [2][900/8541] lr: 2.5000e-04 eta: 1 day, 3:03:42 time: 0.3277 data_time: 0.0125 memory: 7110 loss: 0.8671 loss_cls: 0.3602 loss_bbox: 0.5069 2022/11/13 21:07:23 - mmengine - INFO - Epoch(train) [2][950/8541] lr: 2.5000e-04 eta: 1 day, 3:03:25 time: 0.3265 data_time: 0.0123 memory: 7981 loss: 0.8722 loss_cls: 0.3666 loss_bbox: 0.5056 2022/11/13 21:07:40 - mmengine - INFO - Epoch(train) [2][1000/8541] lr: 2.5000e-04 eta: 1 day, 3:03:11 time: 0.3286 data_time: 0.0124 memory: 7862 loss: 0.8633 loss_cls: 0.3637 loss_bbox: 0.4996 2022/11/13 21:07:56 - mmengine - INFO - Epoch(train) [2][1050/8541] lr: 2.5000e-04 eta: 1 day, 3:02:50 time: 0.3238 data_time: 0.0125 memory: 7119 loss: 0.8447 loss_cls: 0.3560 loss_bbox: 0.4887 2022/11/13 21:08:12 - mmengine - INFO - Epoch(train) [2][1100/8541] lr: 2.5000e-04 eta: 1 day, 3:02:30 time: 0.3242 data_time: 0.0127 memory: 7870 loss: 0.8713 loss_cls: 0.3576 loss_bbox: 0.5138 2022/11/13 21:08:29 - mmengine - INFO - Epoch(train) [2][1150/8541] lr: 2.5000e-04 eta: 1 day, 3:02:15 time: 0.3282 data_time: 0.0124 memory: 8259 loss: 0.8464 loss_cls: 0.3402 loss_bbox: 0.5062 2022/11/13 21:08:45 - mmengine - INFO - Epoch(train) [2][1200/8541] lr: 2.5000e-04 eta: 1 day, 3:01:49 time: 0.3206 data_time: 0.0126 memory: 7225 loss: 0.8747 loss_cls: 0.3591 loss_bbox: 0.5156 2022/11/13 21:09:01 - mmengine - INFO - Epoch(train) [2][1250/8541] lr: 2.5000e-04 eta: 1 day, 3:01:33 time: 0.3266 data_time: 0.0123 memory: 10307 loss: 0.8487 loss_cls: 0.3507 loss_bbox: 0.4980 2022/11/13 21:09:17 - mmengine - INFO - Epoch(train) [2][1300/8541] lr: 2.5000e-04 eta: 1 day, 3:01:22 time: 0.3306 data_time: 0.0122 memory: 8249 loss: 0.8079 loss_cls: 0.3266 loss_bbox: 0.4813 2022/11/13 21:09:33 - mmengine - INFO - Epoch(train) [2][1350/8541] lr: 2.5000e-04 eta: 1 day, 3:00:51 time: 0.3172 data_time: 0.0127 memory: 6774 loss: 0.8526 loss_cls: 0.3615 loss_bbox: 0.4911 2022/11/13 21:09:50 - mmengine - INFO - Epoch(train) [2][1400/8541] lr: 2.5000e-04 eta: 1 day, 3:00:31 time: 0.3242 data_time: 0.0125 memory: 8411 loss: 0.9162 loss_cls: 0.3844 loss_bbox: 0.5319 2022/11/13 21:10:06 - mmengine - INFO - Epoch(train) [2][1450/8541] lr: 2.5000e-04 eta: 1 day, 3:00:09 time: 0.3230 data_time: 0.0124 memory: 7253 loss: 0.8467 loss_cls: 0.3442 loss_bbox: 0.5025 2022/11/13 21:10:09 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 21:10:22 - mmengine - INFO - Epoch(train) [2][1500/8541] lr: 2.5000e-04 eta: 1 day, 2:59:55 time: 0.3285 data_time: 0.0125 memory: 7565 loss: 0.8458 loss_cls: 0.3345 loss_bbox: 0.5113 2022/11/13 21:10:38 - mmengine - INFO - Epoch(train) [2][1550/8541] lr: 2.5000e-04 eta: 1 day, 2:59:35 time: 0.3244 data_time: 0.0125 memory: 8180 loss: 0.8377 loss_cls: 0.3420 loss_bbox: 0.4957 2022/11/13 21:10:55 - mmengine - INFO - Epoch(train) [2][1600/8541] lr: 2.5000e-04 eta: 1 day, 2:59:26 time: 0.3315 data_time: 0.0122 memory: 8913 loss: 0.8487 loss_cls: 0.3456 loss_bbox: 0.5031 2022/11/13 21:11:11 - mmengine - INFO - Epoch(train) [2][1650/8541] lr: 2.5000e-04 eta: 1 day, 2:59:10 time: 0.3269 data_time: 0.0127 memory: 7575 loss: 0.8603 loss_cls: 0.3640 loss_bbox: 0.4962 2022/11/13 21:11:28 - mmengine - INFO - Epoch(train) [2][1700/8541] lr: 2.5000e-04 eta: 1 day, 2:58:51 time: 0.3252 data_time: 0.0126 memory: 8408 loss: 0.8386 loss_cls: 0.3387 loss_bbox: 0.4999 2022/11/13 21:11:44 - mmengine - INFO - Epoch(train) [2][1750/8541] lr: 2.5000e-04 eta: 1 day, 2:58:51 time: 0.3377 data_time: 0.0128 memory: 7937 loss: 0.8390 loss_cls: 0.3345 loss_bbox: 0.5045 2022/11/13 21:12:01 - mmengine - INFO - Epoch(train) [2][1800/8541] lr: 2.5000e-04 eta: 1 day, 2:58:29 time: 0.3233 data_time: 0.0123 memory: 7204 loss: 0.8333 loss_cls: 0.3305 loss_bbox: 0.5028 2022/11/13 21:12:17 - mmengine - INFO - Epoch(train) [2][1850/8541] lr: 2.5000e-04 eta: 1 day, 2:58:10 time: 0.3251 data_time: 0.0123 memory: 8336 loss: 0.8277 loss_cls: 0.3366 loss_bbox: 0.4911 2022/11/13 21:12:34 - mmengine - INFO - Epoch(train) [2][1900/8541] lr: 2.5000e-04 eta: 1 day, 2:58:04 time: 0.3340 data_time: 0.0126 memory: 9032 loss: 0.8266 loss_cls: 0.3239 loss_bbox: 0.5027 2022/11/13 21:12:50 - mmengine - INFO - Epoch(train) [2][1950/8541] lr: 2.5000e-04 eta: 1 day, 2:57:42 time: 0.3230 data_time: 0.0124 memory: 7194 loss: 0.8226 loss_cls: 0.3403 loss_bbox: 0.4823 2022/11/13 21:13:06 - mmengine - INFO - Epoch(train) [2][2000/8541] lr: 2.5000e-04 eta: 1 day, 2:57:32 time: 0.3313 data_time: 0.0125 memory: 7555 loss: 0.8600 loss_cls: 0.3689 loss_bbox: 0.4911 2022/11/13 21:13:22 - mmengine - INFO - Epoch(train) [2][2050/8541] lr: 2.5000e-04 eta: 1 day, 2:57:05 time: 0.3187 data_time: 0.0122 memory: 6929 loss: 0.8220 loss_cls: 0.3380 loss_bbox: 0.4841 2022/11/13 21:13:39 - mmengine - INFO - Epoch(train) [2][2100/8541] lr: 2.5000e-04 eta: 1 day, 2:56:52 time: 0.3293 data_time: 0.0122 memory: 8106 loss: 0.8630 loss_cls: 0.3528 loss_bbox: 0.5102 2022/11/13 21:13:54 - mmengine - INFO - Epoch(train) [2][2150/8541] lr: 2.5000e-04 eta: 1 day, 2:56:18 time: 0.3139 data_time: 0.0121 memory: 6807 loss: 0.8530 loss_cls: 0.3612 loss_bbox: 0.4918 2022/11/13 21:14:10 - mmengine - INFO - Epoch(train) [2][2200/8541] lr: 2.5000e-04 eta: 1 day, 2:55:48 time: 0.3173 data_time: 0.0126 memory: 6990 loss: 0.8437 loss_cls: 0.3490 loss_bbox: 0.4947 2022/11/13 21:14:27 - mmengine - INFO - Epoch(train) [2][2250/8541] lr: 2.5000e-04 eta: 1 day, 2:55:40 time: 0.3328 data_time: 0.0123 memory: 8694 loss: 0.7907 loss_cls: 0.3084 loss_bbox: 0.4823 2022/11/13 21:14:43 - mmengine - INFO - Epoch(train) [2][2300/8541] lr: 2.5000e-04 eta: 1 day, 2:55:24 time: 0.3268 data_time: 0.0124 memory: 7384 loss: 0.8441 loss_cls: 0.3436 loss_bbox: 0.5004 2022/11/13 21:14:59 - mmengine - INFO - Epoch(train) [2][2350/8541] lr: 2.5000e-04 eta: 1 day, 2:55:01 time: 0.3215 data_time: 0.0122 memory: 7014 loss: 0.8065 loss_cls: 0.3191 loss_bbox: 0.4875 2022/11/13 21:15:16 - mmengine - INFO - Epoch(train) [2][2400/8541] lr: 2.5000e-04 eta: 1 day, 2:54:56 time: 0.3354 data_time: 0.0124 memory: 7800 loss: 0.8563 loss_cls: 0.3490 loss_bbox: 0.5073 2022/11/13 21:15:33 - mmengine - INFO - Epoch(train) [2][2450/8541] lr: 2.5000e-04 eta: 1 day, 2:54:42 time: 0.3286 data_time: 0.0125 memory: 6766 loss: 0.7792 loss_cls: 0.3109 loss_bbox: 0.4683 2022/11/13 21:15:36 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 21:15:49 - mmengine - INFO - Epoch(train) [2][2500/8541] lr: 2.5000e-04 eta: 1 day, 2:54:17 time: 0.3203 data_time: 0.0125 memory: 7368 loss: 0.8217 loss_cls: 0.3310 loss_bbox: 0.4907 2022/11/13 21:16:06 - mmengine - INFO - Epoch(train) [2][2550/8541] lr: 2.5000e-04 eta: 1 day, 2:54:15 time: 0.3370 data_time: 0.0125 memory: 8013 loss: 0.8424 loss_cls: 0.3365 loss_bbox: 0.5058 2022/11/13 21:16:22 - mmengine - INFO - Epoch(train) [2][2600/8541] lr: 2.5000e-04 eta: 1 day, 2:53:58 time: 0.3265 data_time: 0.0123 memory: 7568 loss: 0.7914 loss_cls: 0.3057 loss_bbox: 0.4857 2022/11/13 21:16:38 - mmengine - INFO - Epoch(train) [2][2650/8541] lr: 2.5000e-04 eta: 1 day, 2:53:36 time: 0.3230 data_time: 0.0119 memory: 7642 loss: 0.8034 loss_cls: 0.3310 loss_bbox: 0.4724 2022/11/13 21:16:54 - mmengine - INFO - Epoch(train) [2][2700/8541] lr: 2.5000e-04 eta: 1 day, 2:53:15 time: 0.3229 data_time: 0.0124 memory: 7553 loss: 0.8466 loss_cls: 0.3626 loss_bbox: 0.4840 2022/11/13 21:17:10 - mmengine - INFO - Epoch(train) [2][2750/8541] lr: 2.5000e-04 eta: 1 day, 2:52:53 time: 0.3221 data_time: 0.0124 memory: 7349 loss: 0.8204 loss_cls: 0.3379 loss_bbox: 0.4825 2022/11/13 21:17:27 - mmengine - INFO - Epoch(train) [2][2800/8541] lr: 2.5000e-04 eta: 1 day, 2:52:41 time: 0.3304 data_time: 0.0122 memory: 7869 loss: 0.7878 loss_cls: 0.3040 loss_bbox: 0.4838 2022/11/13 21:17:43 - mmengine - INFO - Epoch(train) [2][2850/8541] lr: 2.5000e-04 eta: 1 day, 2:52:20 time: 0.3233 data_time: 0.0129 memory: 7500 loss: 0.8154 loss_cls: 0.3322 loss_bbox: 0.4832 2022/11/13 21:18:00 - mmengine - INFO - Epoch(train) [2][2900/8541] lr: 2.5000e-04 eta: 1 day, 2:52:08 time: 0.3302 data_time: 0.0126 memory: 8973 loss: 0.8174 loss_cls: 0.3332 loss_bbox: 0.4841 2022/11/13 21:18:16 - mmengine - INFO - Epoch(train) [2][2950/8541] lr: 2.5000e-04 eta: 1 day, 2:51:52 time: 0.3269 data_time: 0.0121 memory: 7542 loss: 0.7956 loss_cls: 0.3099 loss_bbox: 0.4857 2022/11/13 21:18:32 - mmengine - INFO - Epoch(train) [2][3000/8541] lr: 2.5000e-04 eta: 1 day, 2:51:26 time: 0.3188 data_time: 0.0123 memory: 6786 loss: 0.8259 loss_cls: 0.3357 loss_bbox: 0.4903 2022/11/13 21:18:48 - mmengine - INFO - Epoch(train) [2][3050/8541] lr: 2.5000e-04 eta: 1 day, 2:51:11 time: 0.3282 data_time: 0.0123 memory: 8074 loss: 0.7918 loss_cls: 0.3231 loss_bbox: 0.4687 2022/11/13 21:19:05 - mmengine - INFO - Epoch(train) [2][3100/8541] lr: 2.5000e-04 eta: 1 day, 2:51:04 time: 0.3336 data_time: 0.0123 memory: 7843 loss: 0.8172 loss_cls: 0.3293 loss_bbox: 0.4879 2022/11/13 21:19:21 - mmengine - INFO - Epoch(train) [2][3150/8541] lr: 2.5000e-04 eta: 1 day, 2:50:50 time: 0.3290 data_time: 0.0123 memory: 7715 loss: 0.7963 loss_cls: 0.3218 loss_bbox: 0.4744 2022/11/13 21:19:38 - mmengine - INFO - Epoch(train) [2][3200/8541] lr: 2.5000e-04 eta: 1 day, 2:50:29 time: 0.3230 data_time: 0.0122 memory: 7677 loss: 0.8265 loss_cls: 0.3506 loss_bbox: 0.4759 2022/11/13 21:19:54 - mmengine - INFO - Epoch(train) [2][3250/8541] lr: 2.5000e-04 eta: 1 day, 2:50:11 time: 0.3251 data_time: 0.0123 memory: 7856 loss: 0.8359 loss_cls: 0.3548 loss_bbox: 0.4811 2022/11/13 21:20:10 - mmengine - INFO - Epoch(train) [2][3300/8541] lr: 2.5000e-04 eta: 1 day, 2:49:56 time: 0.3279 data_time: 0.0126 memory: 7727 loss: 0.8144 loss_cls: 0.3339 loss_bbox: 0.4805 2022/11/13 21:20:27 - mmengine - INFO - Epoch(train) [2][3350/8541] lr: 2.5000e-04 eta: 1 day, 2:49:47 time: 0.3328 data_time: 0.0160 memory: 7993 loss: 0.8033 loss_cls: 0.3256 loss_bbox: 0.4777 2022/11/13 21:20:43 - mmengine - INFO - Epoch(train) [2][3400/8541] lr: 2.5000e-04 eta: 1 day, 2:49:27 time: 0.3237 data_time: 0.0124 memory: 7821 loss: 0.7979 loss_cls: 0.3211 loss_bbox: 0.4768 2022/11/13 21:21:00 - mmengine - INFO - Epoch(train) [2][3450/8541] lr: 2.5000e-04 eta: 1 day, 2:49:17 time: 0.3323 data_time: 0.0124 memory: 9539 loss: 0.7988 loss_cls: 0.3265 loss_bbox: 0.4723 2022/11/13 21:21:03 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 21:21:16 - mmengine - INFO - Epoch(train) [2][3500/8541] lr: 2.5000e-04 eta: 1 day, 2:48:59 time: 0.3256 data_time: 0.0126 memory: 7030 loss: 0.8098 loss_cls: 0.3272 loss_bbox: 0.4826 2022/11/13 21:21:32 - mmengine - INFO - Epoch(train) [2][3550/8541] lr: 2.5000e-04 eta: 1 day, 2:48:37 time: 0.3220 data_time: 0.0125 memory: 7019 loss: 0.8449 loss_cls: 0.3514 loss_bbox: 0.4935 2022/11/13 21:21:49 - mmengine - INFO - Epoch(train) [2][3600/8541] lr: 2.5000e-04 eta: 1 day, 2:48:21 time: 0.3268 data_time: 0.0125 memory: 8798 loss: 0.8334 loss_cls: 0.3326 loss_bbox: 0.5008 2022/11/13 21:22:05 - mmengine - INFO - Epoch(train) [2][3650/8541] lr: 2.5000e-04 eta: 1 day, 2:47:59 time: 0.3221 data_time: 0.0123 memory: 7035 loss: 0.8067 loss_cls: 0.3383 loss_bbox: 0.4683 2022/11/13 21:22:21 - mmengine - INFO - Epoch(train) [2][3700/8541] lr: 2.5000e-04 eta: 1 day, 2:47:35 time: 0.3206 data_time: 0.0123 memory: 6985 loss: 0.8027 loss_cls: 0.3263 loss_bbox: 0.4764 2022/11/13 21:22:37 - mmengine - INFO - Epoch(train) [2][3750/8541] lr: 2.5000e-04 eta: 1 day, 2:47:17 time: 0.3250 data_time: 0.0125 memory: 7049 loss: 0.7877 loss_cls: 0.3216 loss_bbox: 0.4661 2022/11/13 21:22:54 - mmengine - INFO - Epoch(train) [2][3800/8541] lr: 2.5000e-04 eta: 1 day, 2:47:06 time: 0.3316 data_time: 0.0124 memory: 7478 loss: 0.7766 loss_cls: 0.3058 loss_bbox: 0.4708 2022/11/13 21:23:10 - mmengine - INFO - Epoch(train) [2][3850/8541] lr: 2.5000e-04 eta: 1 day, 2:46:47 time: 0.3239 data_time: 0.0125 memory: 8057 loss: 0.8097 loss_cls: 0.3387 loss_bbox: 0.4710 2022/11/13 21:23:26 - mmengine - INFO - Epoch(train) [2][3900/8541] lr: 2.5000e-04 eta: 1 day, 2:46:36 time: 0.3311 data_time: 0.0126 memory: 7688 loss: 0.7723 loss_cls: 0.3132 loss_bbox: 0.4590 2022/11/13 21:23:43 - mmengine - INFO - Epoch(train) [2][3950/8541] lr: 2.5000e-04 eta: 1 day, 2:46:24 time: 0.3309 data_time: 0.0124 memory: 7765 loss: 0.8015 loss_cls: 0.3177 loss_bbox: 0.4839 2022/11/13 21:23:59 - mmengine - INFO - Epoch(train) [2][4000/8541] lr: 2.5000e-04 eta: 1 day, 2:46:06 time: 0.3252 data_time: 0.0121 memory: 7190 loss: 0.7948 loss_cls: 0.3167 loss_bbox: 0.4782 2022/11/13 21:24:16 - mmengine - INFO - Epoch(train) [2][4050/8541] lr: 2.5000e-04 eta: 1 day, 2:45:53 time: 0.3295 data_time: 0.0124 memory: 7627 loss: 0.7732 loss_cls: 0.3041 loss_bbox: 0.4691 2022/11/13 21:24:32 - mmengine - INFO - Epoch(train) [2][4100/8541] lr: 2.5000e-04 eta: 1 day, 2:45:37 time: 0.3268 data_time: 0.0123 memory: 7594 loss: 0.7657 loss_cls: 0.3041 loss_bbox: 0.4616 2022/11/13 21:24:49 - mmengine - INFO - Epoch(train) [2][4150/8541] lr: 2.5000e-04 eta: 1 day, 2:45:25 time: 0.3306 data_time: 0.0122 memory: 7560 loss: 0.7563 loss_cls: 0.2959 loss_bbox: 0.4604 2022/11/13 21:25:05 - mmengine - INFO - Epoch(train) [2][4200/8541] lr: 2.5000e-04 eta: 1 day, 2:45:04 time: 0.3232 data_time: 0.0125 memory: 8216 loss: 0.8046 loss_cls: 0.3279 loss_bbox: 0.4766 2022/11/13 21:25:21 - mmengine - INFO - Epoch(train) [2][4250/8541] lr: 2.5000e-04 eta: 1 day, 2:44:45 time: 0.3244 data_time: 0.0125 memory: 7270 loss: 0.8016 loss_cls: 0.3350 loss_bbox: 0.4666 2022/11/13 21:25:37 - mmengine - INFO - Epoch(train) [2][4300/8541] lr: 2.5000e-04 eta: 1 day, 2:44:29 time: 0.3269 data_time: 0.0122 memory: 8238 loss: 0.7779 loss_cls: 0.3072 loss_bbox: 0.4708 2022/11/13 21:25:54 - mmengine - INFO - Epoch(train) [2][4350/8541] lr: 2.5000e-04 eta: 1 day, 2:44:14 time: 0.3279 data_time: 0.0125 memory: 7499 loss: 0.8011 loss_cls: 0.3145 loss_bbox: 0.4866 2022/11/13 21:26:10 - mmengine - INFO - Epoch(train) [2][4400/8541] lr: 2.5000e-04 eta: 1 day, 2:43:56 time: 0.3253 data_time: 0.0126 memory: 7973 loss: 0.7867 loss_cls: 0.3224 loss_bbox: 0.4643 2022/11/13 21:26:27 - mmengine - INFO - Epoch(train) [2][4450/8541] lr: 2.5000e-04 eta: 1 day, 2:43:46 time: 0.3326 data_time: 0.0126 memory: 8742 loss: 0.8054 loss_cls: 0.3246 loss_bbox: 0.4808 2022/11/13 21:26:29 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 21:26:43 - mmengine - INFO - Epoch(train) [2][4500/8541] lr: 2.5000e-04 eta: 1 day, 2:43:20 time: 0.3183 data_time: 0.0125 memory: 6990 loss: 0.9014 loss_cls: 0.4094 loss_bbox: 0.4920 2022/11/13 21:26:59 - mmengine - INFO - Epoch(train) [2][4550/8541] lr: 2.5000e-04 eta: 1 day, 2:42:58 time: 0.3216 data_time: 0.0124 memory: 6833 loss: 0.7716 loss_cls: 0.3049 loss_bbox: 0.4667 2022/11/13 21:27:15 - mmengine - INFO - Epoch(train) [2][4600/8541] lr: 2.5000e-04 eta: 1 day, 2:42:35 time: 0.3203 data_time: 0.0120 memory: 7303 loss: 0.8377 loss_cls: 0.3337 loss_bbox: 0.5041 2022/11/13 21:27:31 - mmengine - INFO - Epoch(train) [2][4650/8541] lr: 2.5000e-04 eta: 1 day, 2:42:17 time: 0.3251 data_time: 0.0121 memory: 7000 loss: 0.8152 loss_cls: 0.3104 loss_bbox: 0.5048 2022/11/13 21:27:47 - mmengine - INFO - Epoch(train) [2][4700/8541] lr: 2.5000e-04 eta: 1 day, 2:42:04 time: 0.3298 data_time: 0.0122 memory: 7218 loss: 0.8112 loss_cls: 0.3029 loss_bbox: 0.5083 2022/11/13 21:28:04 - mmengine - INFO - Epoch(train) [2][4750/8541] lr: 2.5000e-04 eta: 1 day, 2:41:45 time: 0.3245 data_time: 0.0122 memory: 7643 loss: 0.8364 loss_cls: 0.3371 loss_bbox: 0.4993 2022/11/13 21:28:20 - mmengine - INFO - Epoch(train) [2][4800/8541] lr: 2.5000e-04 eta: 1 day, 2:41:31 time: 0.3290 data_time: 0.0125 memory: 8108 loss: 0.7986 loss_cls: 0.3178 loss_bbox: 0.4808 2022/11/13 21:28:37 - mmengine - INFO - Epoch(train) [2][4850/8541] lr: 2.5000e-04 eta: 1 day, 2:41:18 time: 0.3292 data_time: 0.0121 memory: 6838 loss: 0.7779 loss_cls: 0.3020 loss_bbox: 0.4758 2022/11/13 21:28:53 - mmengine - INFO - Epoch(train) [2][4900/8541] lr: 2.5000e-04 eta: 1 day, 2:41:07 time: 0.3318 data_time: 0.0124 memory: 8284 loss: 0.7877 loss_cls: 0.3058 loss_bbox: 0.4819 2022/11/13 21:29:09 - mmengine - INFO - Epoch(train) [2][4950/8541] lr: 2.5000e-04 eta: 1 day, 2:40:44 time: 0.3207 data_time: 0.0119 memory: 7608 loss: 0.8014 loss_cls: 0.3285 loss_bbox: 0.4729 2022/11/13 21:29:25 - mmengine - INFO - Epoch(train) [2][5000/8541] lr: 2.5000e-04 eta: 1 day, 2:40:19 time: 0.3187 data_time: 0.0119 memory: 7302 loss: 0.7599 loss_cls: 0.3055 loss_bbox: 0.4544 2022/11/13 21:29:41 - mmengine - INFO - Epoch(train) [2][5050/8541] lr: 2.5000e-04 eta: 1 day, 2:39:59 time: 0.3233 data_time: 0.0122 memory: 7023 loss: 0.8934 loss_cls: 0.4182 loss_bbox: 0.4752 2022/11/13 21:29:58 - mmengine - INFO - Epoch(train) [2][5100/8541] lr: 2.5000e-04 eta: 1 day, 2:39:40 time: 0.3239 data_time: 0.0122 memory: 7920 loss: 0.7638 loss_cls: 0.3035 loss_bbox: 0.4603 2022/11/13 21:30:14 - mmengine - INFO - Epoch(train) [2][5150/8541] lr: 2.5000e-04 eta: 1 day, 2:39:20 time: 0.3233 data_time: 0.0120 memory: 7238 loss: 0.7727 loss_cls: 0.3088 loss_bbox: 0.4639 2022/11/13 21:30:30 - mmengine - INFO - Epoch(train) [2][5200/8541] lr: 2.5000e-04 eta: 1 day, 2:39:05 time: 0.3278 data_time: 0.0122 memory: 6828 loss: 0.8010 loss_cls: 0.3175 loss_bbox: 0.4835 2022/11/13 21:30:47 - mmengine - INFO - Epoch(train) [2][5250/8541] lr: 2.5000e-04 eta: 1 day, 2:38:58 time: 0.3352 data_time: 0.0124 memory: 7209 loss: 0.7942 loss_cls: 0.3177 loss_bbox: 0.4765 2022/11/13 21:31:03 - mmengine - INFO - Epoch(train) [2][5300/8541] lr: 2.5000e-04 eta: 1 day, 2:38:42 time: 0.3269 data_time: 0.0119 memory: 8307 loss: 0.7984 loss_cls: 0.3158 loss_bbox: 0.4826 2022/11/13 21:31:20 - mmengine - INFO - Epoch(train) [2][5350/8541] lr: 2.5000e-04 eta: 1 day, 2:38:29 time: 0.3302 data_time: 0.0121 memory: 7904 loss: 0.7656 loss_cls: 0.3045 loss_bbox: 0.4611 2022/11/13 21:31:36 - mmengine - INFO - Epoch(train) [2][5400/8541] lr: 2.5000e-04 eta: 1 day, 2:38:11 time: 0.3251 data_time: 0.0122 memory: 7640 loss: 0.8204 loss_cls: 0.3509 loss_bbox: 0.4696 2022/11/13 21:31:52 - mmengine - INFO - Epoch(train) [2][5450/8541] lr: 2.5000e-04 eta: 1 day, 2:37:49 time: 0.3212 data_time: 0.0119 memory: 6976 loss: 0.8097 loss_cls: 0.3367 loss_bbox: 0.4730 2022/11/13 21:31:55 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 21:32:08 - mmengine - INFO - Epoch(train) [2][5500/8541] lr: 2.5000e-04 eta: 1 day, 2:37:26 time: 0.3200 data_time: 0.0117 memory: 7022 loss: 0.7781 loss_cls: 0.3211 loss_bbox: 0.4571 2022/11/13 21:32:24 - mmengine - INFO - Epoch(train) [2][5550/8541] lr: 2.5000e-04 eta: 1 day, 2:37:08 time: 0.3256 data_time: 0.0115 memory: 7146 loss: 0.7660 loss_cls: 0.2969 loss_bbox: 0.4692 2022/11/13 21:32:41 - mmengine - INFO - Epoch(train) [2][5600/8541] lr: 2.5000e-04 eta: 1 day, 2:36:53 time: 0.3274 data_time: 0.0123 memory: 7316 loss: 0.7621 loss_cls: 0.3000 loss_bbox: 0.4621 2022/11/13 21:32:57 - mmengine - INFO - Epoch(train) [2][5650/8541] lr: 2.5000e-04 eta: 1 day, 2:36:36 time: 0.3258 data_time: 0.0120 memory: 7413 loss: 0.7995 loss_cls: 0.3280 loss_bbox: 0.4715 2022/11/13 21:33:13 - mmengine - INFO - Epoch(train) [2][5700/8541] lr: 2.5000e-04 eta: 1 day, 2:36:18 time: 0.3253 data_time: 0.0119 memory: 8236 loss: 0.7751 loss_cls: 0.3111 loss_bbox: 0.4640 2022/11/13 21:33:29 - mmengine - INFO - Epoch(train) [2][5750/8541] lr: 2.5000e-04 eta: 1 day, 2:35:58 time: 0.3229 data_time: 0.0123 memory: 7334 loss: 0.7675 loss_cls: 0.3033 loss_bbox: 0.4642 2022/11/13 21:33:46 - mmengine - INFO - Epoch(train) [2][5800/8541] lr: 2.5000e-04 eta: 1 day, 2:35:39 time: 0.3245 data_time: 0.0121 memory: 7936 loss: 0.7501 loss_cls: 0.2929 loss_bbox: 0.4571 2022/11/13 21:34:02 - mmengine - INFO - Epoch(train) [2][5850/8541] lr: 2.5000e-04 eta: 1 day, 2:35:21 time: 0.3246 data_time: 0.0121 memory: 7639 loss: 0.7584 loss_cls: 0.2969 loss_bbox: 0.4615 2022/11/13 21:34:19 - mmengine - INFO - Epoch(train) [2][5900/8541] lr: 2.5000e-04 eta: 1 day, 2:35:12 time: 0.3336 data_time: 0.0118 memory: 9028 loss: 0.7426 loss_cls: 0.2843 loss_bbox: 0.4584 2022/11/13 21:34:35 - mmengine - INFO - Epoch(train) [2][5950/8541] lr: 2.5000e-04 eta: 1 day, 2:34:53 time: 0.3248 data_time: 0.0123 memory: 6761 loss: 0.7572 loss_cls: 0.3045 loss_bbox: 0.4528 2022/11/13 21:34:51 - mmengine - INFO - Epoch(train) [2][6000/8541] lr: 2.5000e-04 eta: 1 day, 2:34:39 time: 0.3286 data_time: 0.0121 memory: 7585 loss: 0.7480 loss_cls: 0.2867 loss_bbox: 0.4613 2022/11/13 21:35:07 - mmengine - INFO - Epoch(train) [2][6050/8541] lr: 2.5000e-04 eta: 1 day, 2:34:12 time: 0.3163 data_time: 0.0120 memory: 7487 loss: 0.8284 loss_cls: 0.3444 loss_bbox: 0.4841 2022/11/13 21:35:23 - mmengine - INFO - Epoch(train) [2][6100/8541] lr: 2.5000e-04 eta: 1 day, 2:33:52 time: 0.3225 data_time: 0.0121 memory: 7119 loss: 0.7711 loss_cls: 0.3027 loss_bbox: 0.4684 2022/11/13 21:35:40 - mmengine - INFO - Epoch(train) [2][6150/8541] lr: 2.5000e-04 eta: 1 day, 2:33:33 time: 0.3244 data_time: 0.0122 memory: 7353 loss: 0.7476 loss_cls: 0.2888 loss_bbox: 0.4588 2022/11/13 21:35:56 - mmengine - INFO - Epoch(train) [2][6200/8541] lr: 2.5000e-04 eta: 1 day, 2:33:19 time: 0.3288 data_time: 0.0123 memory: 7071 loss: 0.7837 loss_cls: 0.3031 loss_bbox: 0.4806 2022/11/13 21:36:13 - mmengine - INFO - Epoch(train) [2][6250/8541] lr: 2.5000e-04 eta: 1 day, 2:33:11 time: 0.3349 data_time: 0.0118 memory: 7676 loss: 0.8215 loss_cls: 0.3294 loss_bbox: 0.4921 2022/11/13 21:36:29 - mmengine - INFO - Epoch(train) [2][6300/8541] lr: 2.5000e-04 eta: 1 day, 2:33:00 time: 0.3313 data_time: 0.0119 memory: 7543 loss: 0.7856 loss_cls: 0.3122 loss_bbox: 0.4734 2022/11/13 21:36:46 - mmengine - INFO - Epoch(train) [2][6350/8541] lr: 2.5000e-04 eta: 1 day, 2:32:41 time: 0.3249 data_time: 0.0120 memory: 8599 loss: 0.8224 loss_cls: 0.3472 loss_bbox: 0.4752 2022/11/13 21:37:02 - mmengine - INFO - Epoch(train) [2][6400/8541] lr: 2.5000e-04 eta: 1 day, 2:32:20 time: 0.3218 data_time: 0.0119 memory: 7019 loss: 0.7892 loss_cls: 0.3214 loss_bbox: 0.4677 2022/11/13 21:37:18 - mmengine - INFO - Epoch(train) [2][6450/8541] lr: 2.5000e-04 eta: 1 day, 2:32:02 time: 0.3243 data_time: 0.0127 memory: 8264 loss: 0.7625 loss_cls: 0.3021 loss_bbox: 0.4604 2022/11/13 21:37:21 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 21:37:35 - mmengine - INFO - Epoch(train) [2][6500/8541] lr: 2.5000e-04 eta: 1 day, 2:31:52 time: 0.3334 data_time: 0.0118 memory: 8798 loss: 0.8157 loss_cls: 0.3480 loss_bbox: 0.4677 2022/11/13 21:37:51 - mmengine - INFO - Epoch(train) [2][6550/8541] lr: 2.5000e-04 eta: 1 day, 2:31:41 time: 0.3322 data_time: 0.0121 memory: 8681 loss: 0.7647 loss_cls: 0.3039 loss_bbox: 0.4608 2022/11/13 21:38:07 - mmengine - INFO - Epoch(train) [2][6600/8541] lr: 2.5000e-04 eta: 1 day, 2:31:22 time: 0.3234 data_time: 0.0119 memory: 7679 loss: 0.7809 loss_cls: 0.3092 loss_bbox: 0.4717 2022/11/13 21:38:23 - mmengine - INFO - Epoch(train) [2][6650/8541] lr: 2.5000e-04 eta: 1 day, 2:30:56 time: 0.3168 data_time: 0.0119 memory: 6782 loss: 0.7889 loss_cls: 0.3258 loss_bbox: 0.4631 2022/11/13 21:38:39 - mmengine - INFO - Epoch(train) [2][6700/8541] lr: 2.5000e-04 eta: 1 day, 2:30:36 time: 0.3233 data_time: 0.0117 memory: 7772 loss: 0.7930 loss_cls: 0.3241 loss_bbox: 0.4689 2022/11/13 21:38:56 - mmengine - INFO - Epoch(train) [2][6750/8541] lr: 2.5000e-04 eta: 1 day, 2:30:20 time: 0.3260 data_time: 0.0119 memory: 7284 loss: 0.8145 loss_cls: 0.3310 loss_bbox: 0.4834 2022/11/13 21:39:12 - mmengine - INFO - Epoch(train) [2][6800/8541] lr: 2.5000e-04 eta: 1 day, 2:30:03 time: 0.3266 data_time: 0.0121 memory: 7436 loss: 0.8138 loss_cls: 0.3349 loss_bbox: 0.4789 2022/11/13 21:39:28 - mmengine - INFO - Epoch(train) [2][6850/8541] lr: 2.5000e-04 eta: 1 day, 2:29:37 time: 0.3162 data_time: 0.0119 memory: 7279 loss: 0.7830 loss_cls: 0.3232 loss_bbox: 0.4598 2022/11/13 21:39:44 - mmengine - INFO - Epoch(train) [2][6900/8541] lr: 2.5000e-04 eta: 1 day, 2:29:15 time: 0.3207 data_time: 0.0118 memory: 6991 loss: 0.7709 loss_cls: 0.3123 loss_bbox: 0.4586 2022/11/13 21:40:00 - mmengine - INFO - Epoch(train) [2][6950/8541] lr: 2.5000e-04 eta: 1 day, 2:28:52 time: 0.3192 data_time: 0.0125 memory: 7015 loss: 0.7997 loss_cls: 0.3211 loss_bbox: 0.4786 2022/11/13 21:40:16 - mmengine - INFO - Epoch(train) [2][7000/8541] lr: 2.5000e-04 eta: 1 day, 2:28:34 time: 0.3245 data_time: 0.0128 memory: 7891 loss: 0.7663 loss_cls: 0.3025 loss_bbox: 0.4637 2022/11/13 21:40:33 - mmengine - INFO - Epoch(train) [2][7050/8541] lr: 2.5000e-04 eta: 1 day, 2:28:22 time: 0.3312 data_time: 0.0126 memory: 7472 loss: 0.7607 loss_cls: 0.3003 loss_bbox: 0.4604 2022/11/13 21:40:49 - mmengine - INFO - Epoch(train) [2][7100/8541] lr: 2.5000e-04 eta: 1 day, 2:28:04 time: 0.3243 data_time: 0.0123 memory: 7404 loss: 0.7503 loss_cls: 0.2928 loss_bbox: 0.4575 2022/11/13 21:41:05 - mmengine - INFO - Epoch(train) [2][7150/8541] lr: 2.5000e-04 eta: 1 day, 2:27:44 time: 0.3235 data_time: 0.0128 memory: 7368 loss: 0.7890 loss_cls: 0.3137 loss_bbox: 0.4753 2022/11/13 21:41:22 - mmengine - INFO - Epoch(train) [2][7200/8541] lr: 2.5000e-04 eta: 1 day, 2:27:30 time: 0.3287 data_time: 0.0123 memory: 7628 loss: 0.7523 loss_cls: 0.2917 loss_bbox: 0.4606 2022/11/13 21:41:38 - mmengine - INFO - Epoch(train) [2][7250/8541] lr: 2.5000e-04 eta: 1 day, 2:27:12 time: 0.3244 data_time: 0.0122 memory: 8127 loss: 0.7856 loss_cls: 0.3097 loss_bbox: 0.4759 2022/11/13 21:41:54 - mmengine - INFO - Epoch(train) [2][7300/8541] lr: 2.5000e-04 eta: 1 day, 2:26:51 time: 0.3213 data_time: 0.0121 memory: 7246 loss: 0.7715 loss_cls: 0.3093 loss_bbox: 0.4622 2022/11/13 21:42:10 - mmengine - INFO - Epoch(train) [2][7350/8541] lr: 2.5000e-04 eta: 1 day, 2:26:29 time: 0.3207 data_time: 0.0118 memory: 7762 loss: 0.7987 loss_cls: 0.3350 loss_bbox: 0.4637 2022/11/13 21:42:26 - mmengine - INFO - Epoch(train) [2][7400/8541] lr: 2.5000e-04 eta: 1 day, 2:26:11 time: 0.3244 data_time: 0.0121 memory: 7230 loss: 0.7671 loss_cls: 0.3035 loss_bbox: 0.4635 2022/11/13 21:42:43 - mmengine - INFO - Epoch(train) [2][7450/8541] lr: 2.5000e-04 eta: 1 day, 2:25:57 time: 0.3284 data_time: 0.0120 memory: 8386 loss: 0.7267 loss_cls: 0.2748 loss_bbox: 0.4518 2022/11/13 21:42:45 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 21:42:59 - mmengine - INFO - Epoch(train) [2][7500/8541] lr: 2.5000e-04 eta: 1 day, 2:25:42 time: 0.3283 data_time: 0.0122 memory: 7884 loss: 0.7725 loss_cls: 0.3056 loss_bbox: 0.4669 2022/11/13 21:43:15 - mmengine - INFO - Epoch(train) [2][7550/8541] lr: 2.5000e-04 eta: 1 day, 2:25:20 time: 0.3205 data_time: 0.0126 memory: 6764 loss: 0.7376 loss_cls: 0.2943 loss_bbox: 0.4433 2022/11/13 21:43:32 - mmengine - INFO - Epoch(train) [2][7600/8541] lr: 2.5000e-04 eta: 1 day, 2:25:12 time: 0.3352 data_time: 0.0129 memory: 8316 loss: 0.7457 loss_cls: 0.2843 loss_bbox: 0.4614 2022/11/13 21:43:48 - mmengine - INFO - Epoch(train) [2][7650/8541] lr: 2.5000e-04 eta: 1 day, 2:24:53 time: 0.3234 data_time: 0.0121 memory: 7306 loss: 0.7214 loss_cls: 0.2788 loss_bbox: 0.4425 2022/11/13 21:44:04 - mmengine - INFO - Epoch(train) [2][7700/8541] lr: 2.5000e-04 eta: 1 day, 2:24:39 time: 0.3294 data_time: 0.0120 memory: 8195 loss: 0.7577 loss_cls: 0.2938 loss_bbox: 0.4639 2022/11/13 21:44:21 - mmengine - INFO - Epoch(train) [2][7750/8541] lr: 2.5000e-04 eta: 1 day, 2:24:18 time: 0.3218 data_time: 0.0122 memory: 8192 loss: 0.7892 loss_cls: 0.3274 loss_bbox: 0.4619 2022/11/13 21:44:37 - mmengine - INFO - Epoch(train) [2][7800/8541] lr: 2.5000e-04 eta: 1 day, 2:23:56 time: 0.3195 data_time: 0.0125 memory: 6895 loss: 0.7591 loss_cls: 0.3006 loss_bbox: 0.4585 2022/11/13 21:44:53 - mmengine - INFO - Epoch(train) [2][7850/8541] lr: 2.5000e-04 eta: 1 day, 2:23:37 time: 0.3236 data_time: 0.0121 memory: 8364 loss: 0.7650 loss_cls: 0.3089 loss_bbox: 0.4561 2022/11/13 21:45:09 - mmengine - INFO - Epoch(train) [2][7900/8541] lr: 2.5000e-04 eta: 1 day, 2:23:18 time: 0.3228 data_time: 0.0121 memory: 7054 loss: 0.7457 loss_cls: 0.2865 loss_bbox: 0.4592 2022/11/13 21:45:25 - mmengine - INFO - Epoch(train) [2][7950/8541] lr: 2.5000e-04 eta: 1 day, 2:23:01 time: 0.3258 data_time: 0.0119 memory: 7549 loss: 0.7623 loss_cls: 0.3025 loss_bbox: 0.4598 2022/11/13 21:45:42 - mmengine - INFO - Epoch(train) [2][8000/8541] lr: 2.5000e-04 eta: 1 day, 2:22:48 time: 0.3309 data_time: 0.0121 memory: 8927 loss: 0.7660 loss_cls: 0.2958 loss_bbox: 0.4703 2022/11/13 21:45:58 - mmengine - INFO - Epoch(train) [2][8050/8541] lr: 2.5000e-04 eta: 1 day, 2:22:27 time: 0.3212 data_time: 0.0121 memory: 7271 loss: 0.7684 loss_cls: 0.3171 loss_bbox: 0.4513 2022/11/13 21:46:14 - mmengine - INFO - Epoch(train) [2][8100/8541] lr: 2.5000e-04 eta: 1 day, 2:22:09 time: 0.3243 data_time: 0.0121 memory: 7388 loss: 0.7750 loss_cls: 0.3235 loss_bbox: 0.4515 2022/11/13 21:46:30 - mmengine - INFO - Epoch(train) [2][8150/8541] lr: 2.5000e-04 eta: 1 day, 2:21:51 time: 0.3243 data_time: 0.0120 memory: 7075 loss: 0.7627 loss_cls: 0.3121 loss_bbox: 0.4506 2022/11/13 21:46:46 - mmengine - INFO - Epoch(train) [2][8200/8541] lr: 2.5000e-04 eta: 1 day, 2:21:29 time: 0.3195 data_time: 0.0123 memory: 6734 loss: 0.7341 loss_cls: 0.2993 loss_bbox: 0.4348 2022/11/13 21:47:03 - mmengine - INFO - Epoch(train) [2][8250/8541] lr: 2.5000e-04 eta: 1 day, 2:21:13 time: 0.3272 data_time: 0.0124 memory: 8103 loss: 0.7456 loss_cls: 0.2926 loss_bbox: 0.4531 2022/11/13 21:47:19 - mmengine - INFO - Epoch(train) [2][8300/8541] lr: 2.5000e-04 eta: 1 day, 2:20:59 time: 0.3290 data_time: 0.0121 memory: 7774 loss: 0.7623 loss_cls: 0.3027 loss_bbox: 0.4596 2022/11/13 21:47:35 - mmengine - INFO - Epoch(train) [2][8350/8541] lr: 2.5000e-04 eta: 1 day, 2:20:37 time: 0.3191 data_time: 0.0122 memory: 7090 loss: 0.7616 loss_cls: 0.3154 loss_bbox: 0.4463 2022/11/13 21:47:52 - mmengine - INFO - Epoch(train) [2][8400/8541] lr: 2.5000e-04 eta: 1 day, 2:20:25 time: 0.3320 data_time: 0.0122 memory: 7351 loss: 0.7178 loss_cls: 0.2683 loss_bbox: 0.4495 2022/11/13 21:48:08 - mmengine - INFO - Epoch(train) [2][8450/8541] lr: 2.5000e-04 eta: 1 day, 2:20:05 time: 0.3224 data_time: 0.0121 memory: 6946 loss: 0.7857 loss_cls: 0.3043 loss_bbox: 0.4814 2022/11/13 21:48:11 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 21:48:24 - mmengine - INFO - Epoch(train) [2][8500/8541] lr: 2.5000e-04 eta: 1 day, 2:19:49 time: 0.3261 data_time: 0.0123 memory: 7683 loss: 0.7717 loss_cls: 0.3012 loss_bbox: 0.4705 2022/11/13 21:48:37 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 21:48:54 - mmengine - INFO - Epoch(train) [3][50/8541] lr: 2.5000e-04 eta: 1 day, 2:19:17 time: 0.3361 data_time: 0.0233 memory: 7386 loss: 0.7984 loss_cls: 0.3258 loss_bbox: 0.4725 2022/11/13 21:49:10 - mmengine - INFO - Epoch(train) [3][100/8541] lr: 2.5000e-04 eta: 1 day, 2:18:57 time: 0.3217 data_time: 0.0120 memory: 6996 loss: 0.7350 loss_cls: 0.2977 loss_bbox: 0.4372 2022/11/13 21:49:26 - mmengine - INFO - Epoch(train) [3][150/8541] lr: 2.5000e-04 eta: 1 day, 2:18:47 time: 0.3336 data_time: 0.0122 memory: 7233 loss: 0.7420 loss_cls: 0.2821 loss_bbox: 0.4598 2022/11/13 21:49:43 - mmengine - INFO - Epoch(train) [3][200/8541] lr: 2.5000e-04 eta: 1 day, 2:18:31 time: 0.3266 data_time: 0.0121 memory: 7415 loss: 0.7429 loss_cls: 0.2900 loss_bbox: 0.4529 2022/11/13 21:49:59 - mmengine - INFO - Epoch(train) [3][250/8541] lr: 2.5000e-04 eta: 1 day, 2:18:13 time: 0.3241 data_time: 0.0126 memory: 7264 loss: 0.7422 loss_cls: 0.2919 loss_bbox: 0.4503 2022/11/13 21:50:15 - mmengine - INFO - Epoch(train) [3][300/8541] lr: 2.5000e-04 eta: 1 day, 2:17:56 time: 0.3262 data_time: 0.0123 memory: 7826 loss: 0.7206 loss_cls: 0.2762 loss_bbox: 0.4444 2022/11/13 21:50:31 - mmengine - INFO - Epoch(train) [3][350/8541] lr: 2.5000e-04 eta: 1 day, 2:17:35 time: 0.3206 data_time: 0.0121 memory: 7138 loss: 0.7550 loss_cls: 0.3018 loss_bbox: 0.4532 2022/11/13 21:50:48 - mmengine - INFO - Epoch(train) [3][400/8541] lr: 2.5000e-04 eta: 1 day, 2:17:22 time: 0.3298 data_time: 0.0124 memory: 7830 loss: 0.7965 loss_cls: 0.3283 loss_bbox: 0.4683 2022/11/13 21:51:04 - mmengine - INFO - Epoch(train) [3][450/8541] lr: 2.5000e-04 eta: 1 day, 2:17:07 time: 0.3280 data_time: 0.0126 memory: 7624 loss: 0.7414 loss_cls: 0.2828 loss_bbox: 0.4587 2022/11/13 21:51:20 - mmengine - INFO - Epoch(train) [3][500/8541] lr: 2.5000e-04 eta: 1 day, 2:16:46 time: 0.3207 data_time: 0.0121 memory: 6703 loss: 0.7601 loss_cls: 0.3134 loss_bbox: 0.4466 2022/11/13 21:51:36 - mmengine - INFO - Epoch(train) [3][550/8541] lr: 2.5000e-04 eta: 1 day, 2:16:24 time: 0.3198 data_time: 0.0123 memory: 8254 loss: 0.7400 loss_cls: 0.2930 loss_bbox: 0.4471 2022/11/13 21:51:52 - mmengine - INFO - Epoch(train) [3][600/8541] lr: 2.5000e-04 eta: 1 day, 2:16:02 time: 0.3194 data_time: 0.0120 memory: 6871 loss: 0.7980 loss_cls: 0.3404 loss_bbox: 0.4576 2022/11/13 21:52:09 - mmengine - INFO - Epoch(train) [3][650/8541] lr: 2.5000e-04 eta: 1 day, 2:15:46 time: 0.3269 data_time: 0.0120 memory: 8906 loss: 0.7871 loss_cls: 0.3193 loss_bbox: 0.4677 2022/11/13 21:52:25 - mmengine - INFO - Epoch(train) [3][700/8541] lr: 2.5000e-04 eta: 1 day, 2:15:31 time: 0.3274 data_time: 0.0120 memory: 7780 loss: 0.7584 loss_cls: 0.2953 loss_bbox: 0.4631 2022/11/13 21:52:41 - mmengine - INFO - Epoch(train) [3][750/8541] lr: 2.5000e-04 eta: 1 day, 2:15:07 time: 0.3177 data_time: 0.0122 memory: 6851 loss: 0.7365 loss_cls: 0.2910 loss_bbox: 0.4454 2022/11/13 21:52:57 - mmengine - INFO - Epoch(train) [3][800/8541] lr: 2.5000e-04 eta: 1 day, 2:14:49 time: 0.3235 data_time: 0.0122 memory: 6863 loss: 0.7470 loss_cls: 0.2935 loss_bbox: 0.4535 2022/11/13 21:53:14 - mmengine - INFO - Epoch(train) [3][850/8541] lr: 2.5000e-04 eta: 1 day, 2:14:35 time: 0.3295 data_time: 0.0128 memory: 7332 loss: 0.7715 loss_cls: 0.3070 loss_bbox: 0.4645 2022/11/13 21:53:30 - mmengine - INFO - Epoch(train) [3][900/8541] lr: 2.5000e-04 eta: 1 day, 2:14:24 time: 0.3329 data_time: 0.0137 memory: 7447 loss: 0.7653 loss_cls: 0.3072 loss_bbox: 0.4580 2022/11/13 21:53:36 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 21:53:47 - mmengine - INFO - Epoch(train) [3][950/8541] lr: 2.5000e-04 eta: 1 day, 2:14:12 time: 0.3317 data_time: 0.0129 memory: 7843 loss: 0.7602 loss_cls: 0.2938 loss_bbox: 0.4664 2022/11/13 21:54:03 - mmengine - INFO - Epoch(train) [3][1000/8541] lr: 2.5000e-04 eta: 1 day, 2:13:55 time: 0.3251 data_time: 0.0121 memory: 7540 loss: 0.7750 loss_cls: 0.3177 loss_bbox: 0.4574 2022/11/13 21:54:19 - mmengine - INFO - Epoch(train) [3][1050/8541] lr: 2.5000e-04 eta: 1 day, 2:13:36 time: 0.3232 data_time: 0.0126 memory: 7401 loss: 0.7423 loss_cls: 0.2966 loss_bbox: 0.4457 2022/11/13 21:54:36 - mmengine - INFO - Epoch(train) [3][1100/8541] lr: 2.5000e-04 eta: 1 day, 2:13:18 time: 0.3246 data_time: 0.0124 memory: 7286 loss: 0.7359 loss_cls: 0.2877 loss_bbox: 0.4482 2022/11/13 21:54:51 - mmengine - INFO - Epoch(train) [3][1150/8541] lr: 2.5000e-04 eta: 1 day, 2:12:55 time: 0.3171 data_time: 0.0121 memory: 7127 loss: 0.7493 loss_cls: 0.2954 loss_bbox: 0.4539 2022/11/13 21:55:07 - mmengine - INFO - Epoch(train) [3][1200/8541] lr: 2.5000e-04 eta: 1 day, 2:12:34 time: 0.3212 data_time: 0.0122 memory: 7013 loss: 0.7159 loss_cls: 0.2747 loss_bbox: 0.4413 2022/11/13 21:55:24 - mmengine - INFO - Epoch(train) [3][1250/8541] lr: 2.5000e-04 eta: 1 day, 2:12:21 time: 0.3302 data_time: 0.0127 memory: 8686 loss: 0.7581 loss_cls: 0.2997 loss_bbox: 0.4584 2022/11/13 21:55:41 - mmengine - INFO - Epoch(train) [3][1300/8541] lr: 2.5000e-04 eta: 1 day, 2:12:13 time: 0.3362 data_time: 0.0126 memory: 7979 loss: 0.7429 loss_cls: 0.2932 loss_bbox: 0.4497 2022/11/13 21:55:57 - mmengine - INFO - Epoch(train) [3][1350/8541] lr: 2.5000e-04 eta: 1 day, 2:11:53 time: 0.3215 data_time: 0.0128 memory: 7224 loss: 0.7169 loss_cls: 0.2877 loss_bbox: 0.4293 2022/11/13 21:56:13 - mmengine - INFO - Epoch(train) [3][1400/8541] lr: 2.5000e-04 eta: 1 day, 2:11:28 time: 0.3154 data_time: 0.0129 memory: 6787 loss: 0.7674 loss_cls: 0.3147 loss_bbox: 0.4527 2022/11/13 21:56:30 - mmengine - INFO - Epoch(train) [3][1450/8541] lr: 2.5000e-04 eta: 1 day, 2:11:23 time: 0.3411 data_time: 0.0128 memory: 8245 loss: 0.7536 loss_cls: 0.2938 loss_bbox: 0.4599 2022/11/13 21:56:46 - mmengine - INFO - Epoch(train) [3][1500/8541] lr: 2.5000e-04 eta: 1 day, 2:11:03 time: 0.3217 data_time: 0.0126 memory: 7400 loss: 0.7692 loss_cls: 0.3107 loss_bbox: 0.4585 2022/11/13 21:57:02 - mmengine - INFO - Epoch(train) [3][1550/8541] lr: 2.5000e-04 eta: 1 day, 2:10:44 time: 0.3232 data_time: 0.0124 memory: 7830 loss: 0.7517 loss_cls: 0.3082 loss_bbox: 0.4434 2022/11/13 21:57:18 - mmengine - INFO - Epoch(train) [3][1600/8541] lr: 2.5000e-04 eta: 1 day, 2:10:27 time: 0.3250 data_time: 0.0126 memory: 7339 loss: 0.7444 loss_cls: 0.2947 loss_bbox: 0.4496 2022/11/13 21:57:35 - mmengine - INFO - Epoch(train) [3][1650/8541] lr: 2.5000e-04 eta: 1 day, 2:10:14 time: 0.3302 data_time: 0.0126 memory: 7577 loss: 0.7534 loss_cls: 0.2927 loss_bbox: 0.4607 2022/11/13 21:57:51 - mmengine - INFO - Epoch(train) [3][1700/8541] lr: 2.5000e-04 eta: 1 day, 2:10:00 time: 0.3290 data_time: 0.0125 memory: 7854 loss: 0.7134 loss_cls: 0.2651 loss_bbox: 0.4483 2022/11/13 21:58:07 - mmengine - INFO - Epoch(train) [3][1750/8541] lr: 2.5000e-04 eta: 1 day, 2:09:41 time: 0.3234 data_time: 0.0124 memory: 8077 loss: 0.7235 loss_cls: 0.2778 loss_bbox: 0.4457 2022/11/13 21:58:24 - mmengine - INFO - Epoch(train) [3][1800/8541] lr: 2.5000e-04 eta: 1 day, 2:09:28 time: 0.3304 data_time: 0.0128 memory: 7802 loss: 0.7468 loss_cls: 0.2823 loss_bbox: 0.4645 2022/11/13 21:58:40 - mmengine - INFO - Epoch(train) [3][1850/8541] lr: 2.5000e-04 eta: 1 day, 2:09:10 time: 0.3247 data_time: 0.0126 memory: 7188 loss: 0.7162 loss_cls: 0.2659 loss_bbox: 0.4503 2022/11/13 21:58:57 - mmengine - INFO - Epoch(train) [3][1900/8541] lr: 2.5000e-04 eta: 1 day, 2:08:58 time: 0.3318 data_time: 0.0126 memory: 7871 loss: 0.7546 loss_cls: 0.2999 loss_bbox: 0.4548 2022/11/13 21:59:02 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 21:59:13 - mmengine - INFO - Epoch(train) [3][1950/8541] lr: 2.5000e-04 eta: 1 day, 2:08:42 time: 0.3269 data_time: 0.0123 memory: 7932 loss: 0.7440 loss_cls: 0.2922 loss_bbox: 0.4518 2022/11/13 21:59:29 - mmengine - INFO - Epoch(train) [3][2000/8541] lr: 2.5000e-04 eta: 1 day, 2:08:24 time: 0.3236 data_time: 0.0127 memory: 6937 loss: 0.7237 loss_cls: 0.2870 loss_bbox: 0.4367 2022/11/13 21:59:45 - mmengine - INFO - Epoch(train) [3][2050/8541] lr: 2.5000e-04 eta: 1 day, 2:08:05 time: 0.3228 data_time: 0.0125 memory: 7052 loss: 0.7386 loss_cls: 0.2919 loss_bbox: 0.4467 2022/11/13 22:00:02 - mmengine - INFO - Epoch(train) [3][2100/8541] lr: 2.5000e-04 eta: 1 day, 2:07:46 time: 0.3229 data_time: 0.0124 memory: 6968 loss: 0.7418 loss_cls: 0.2970 loss_bbox: 0.4448 2022/11/13 22:00:18 - mmengine - INFO - Epoch(train) [3][2150/8541] lr: 2.5000e-04 eta: 1 day, 2:07:30 time: 0.3261 data_time: 0.0129 memory: 7685 loss: 0.7394 loss_cls: 0.2800 loss_bbox: 0.4594 2022/11/13 22:00:34 - mmengine - INFO - Epoch(train) [3][2200/8541] lr: 2.5000e-04 eta: 1 day, 2:07:11 time: 0.3234 data_time: 0.0126 memory: 7830 loss: 0.7384 loss_cls: 0.2948 loss_bbox: 0.4437 2022/11/13 22:00:51 - mmengine - INFO - Epoch(train) [3][2250/8541] lr: 2.5000e-04 eta: 1 day, 2:07:02 time: 0.3352 data_time: 0.0125 memory: 7720 loss: 0.7144 loss_cls: 0.2714 loss_bbox: 0.4430 2022/11/13 22:01:07 - mmengine - INFO - Epoch(train) [3][2300/8541] lr: 2.5000e-04 eta: 1 day, 2:06:43 time: 0.3229 data_time: 0.0124 memory: 7449 loss: 0.7244 loss_cls: 0.2824 loss_bbox: 0.4419 2022/11/13 22:01:23 - mmengine - INFO - Epoch(train) [3][2350/8541] lr: 2.5000e-04 eta: 1 day, 2:06:28 time: 0.3279 data_time: 0.0126 memory: 7678 loss: 0.7940 loss_cls: 0.3150 loss_bbox: 0.4790 2022/11/13 22:01:40 - mmengine - INFO - Epoch(train) [3][2400/8541] lr: 2.5000e-04 eta: 1 day, 2:06:19 time: 0.3368 data_time: 0.0127 memory: 8647 loss: 0.7757 loss_cls: 0.3060 loss_bbox: 0.4697 2022/11/13 22:01:56 - mmengine - INFO - Epoch(train) [3][2450/8541] lr: 2.5000e-04 eta: 1 day, 2:06:00 time: 0.3219 data_time: 0.0123 memory: 7649 loss: 0.7375 loss_cls: 0.2962 loss_bbox: 0.4413 2022/11/13 22:02:13 - mmengine - INFO - Epoch(train) [3][2500/8541] lr: 2.5000e-04 eta: 1 day, 2:05:47 time: 0.3321 data_time: 0.0126 memory: 7933 loss: 0.7359 loss_cls: 0.2864 loss_bbox: 0.4496 2022/11/13 22:02:29 - mmengine - INFO - Epoch(train) [3][2550/8541] lr: 2.5000e-04 eta: 1 day, 2:05:31 time: 0.3257 data_time: 0.0124 memory: 7356 loss: 0.7280 loss_cls: 0.2857 loss_bbox: 0.4423 2022/11/13 22:02:46 - mmengine - INFO - Epoch(train) [3][2600/8541] lr: 2.5000e-04 eta: 1 day, 2:05:18 time: 0.3306 data_time: 0.0124 memory: 7957 loss: 0.7168 loss_cls: 0.2685 loss_bbox: 0.4483 2022/11/13 22:03:02 - mmengine - INFO - Epoch(train) [3][2650/8541] lr: 2.5000e-04 eta: 1 day, 2:04:58 time: 0.3212 data_time: 0.0126 memory: 7267 loss: 0.7089 loss_cls: 0.2688 loss_bbox: 0.4401 2022/11/13 22:03:18 - mmengine - INFO - Epoch(train) [3][2700/8541] lr: 2.5000e-04 eta: 1 day, 2:04:40 time: 0.3247 data_time: 0.0128 memory: 7469 loss: 0.6897 loss_cls: 0.2593 loss_bbox: 0.4304 2022/11/13 22:03:34 - mmengine - INFO - Epoch(train) [3][2750/8541] lr: 2.5000e-04 eta: 1 day, 2:04:20 time: 0.3218 data_time: 0.0129 memory: 7775 loss: 0.7010 loss_cls: 0.2711 loss_bbox: 0.4299 2022/11/13 22:03:51 - mmengine - INFO - Epoch(train) [3][2800/8541] lr: 2.5000e-04 eta: 1 day, 2:04:05 time: 0.3269 data_time: 0.0123 memory: 7367 loss: 0.7104 loss_cls: 0.2779 loss_bbox: 0.4325 2022/11/13 22:04:07 - mmengine - INFO - Epoch(train) [3][2850/8541] lr: 2.5000e-04 eta: 1 day, 2:03:44 time: 0.3198 data_time: 0.0117 memory: 7189 loss: 0.6948 loss_cls: 0.2630 loss_bbox: 0.4318 2022/11/13 22:04:23 - mmengine - INFO - Epoch(train) [3][2900/8541] lr: 2.5000e-04 eta: 1 day, 2:03:25 time: 0.3231 data_time: 0.0112 memory: 7123 loss: 0.7122 loss_cls: 0.2705 loss_bbox: 0.4417 2022/11/13 22:04:29 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 22:04:39 - mmengine - INFO - Epoch(train) [3][2950/8541] lr: 2.5000e-04 eta: 1 day, 2:03:10 time: 0.3281 data_time: 0.0119 memory: 7332 loss: 0.7095 loss_cls: 0.2735 loss_bbox: 0.4360 2022/11/13 22:04:55 - mmengine - INFO - Epoch(train) [3][3000/8541] lr: 2.5000e-04 eta: 1 day, 2:02:48 time: 0.3185 data_time: 0.0116 memory: 7015 loss: 0.7153 loss_cls: 0.2764 loss_bbox: 0.4389 2022/11/13 22:05:11 - mmengine - INFO - Epoch(train) [3][3050/8541] lr: 2.5000e-04 eta: 1 day, 2:02:29 time: 0.3227 data_time: 0.0113 memory: 7169 loss: 0.7353 loss_cls: 0.2830 loss_bbox: 0.4523 2022/11/13 22:05:28 - mmengine - INFO - Epoch(train) [3][3100/8541] lr: 2.5000e-04 eta: 1 day, 2:02:11 time: 0.3238 data_time: 0.0113 memory: 6951 loss: 0.6830 loss_cls: 0.2530 loss_bbox: 0.4300 2022/11/13 22:05:44 - mmengine - INFO - Epoch(train) [3][3150/8541] lr: 2.5000e-04 eta: 1 day, 2:01:51 time: 0.3215 data_time: 0.0114 memory: 7389 loss: 0.7597 loss_cls: 0.3020 loss_bbox: 0.4576 2022/11/13 22:06:00 - mmengine - INFO - Epoch(train) [3][3200/8541] lr: 2.5000e-04 eta: 1 day, 2:01:29 time: 0.3182 data_time: 0.0113 memory: 7152 loss: 0.7146 loss_cls: 0.2786 loss_bbox: 0.4361 2022/11/13 22:06:16 - mmengine - INFO - Epoch(train) [3][3250/8541] lr: 2.5000e-04 eta: 1 day, 2:01:11 time: 0.3228 data_time: 0.0117 memory: 7045 loss: 0.7061 loss_cls: 0.2760 loss_bbox: 0.4301 2022/11/13 22:06:32 - mmengine - INFO - Epoch(train) [3][3300/8541] lr: 2.5000e-04 eta: 1 day, 2:00:53 time: 0.3239 data_time: 0.0113 memory: 7910 loss: 0.7247 loss_cls: 0.2935 loss_bbox: 0.4312 2022/11/13 22:06:48 - mmengine - INFO - Epoch(train) [3][3350/8541] lr: 2.5000e-04 eta: 1 day, 2:00:32 time: 0.3206 data_time: 0.0117 memory: 7164 loss: 0.7076 loss_cls: 0.2704 loss_bbox: 0.4372 2022/11/13 22:07:04 - mmengine - INFO - Epoch(train) [3][3400/8541] lr: 2.5000e-04 eta: 1 day, 2:00:11 time: 0.3193 data_time: 0.0116 memory: 7220 loss: 0.7570 loss_cls: 0.3036 loss_bbox: 0.4534 2022/11/13 22:07:20 - mmengine - INFO - Epoch(train) [3][3450/8541] lr: 2.5000e-04 eta: 1 day, 1:59:55 time: 0.3267 data_time: 0.0112 memory: 7361 loss: 0.7049 loss_cls: 0.2692 loss_bbox: 0.4357 2022/11/13 22:07:37 - mmengine - INFO - Epoch(train) [3][3500/8541] lr: 2.5000e-04 eta: 1 day, 1:59:40 time: 0.3280 data_time: 0.0115 memory: 7441 loss: 0.7278 loss_cls: 0.2856 loss_bbox: 0.4422 2022/11/13 22:07:53 - mmengine - INFO - Epoch(train) [3][3550/8541] lr: 2.5000e-04 eta: 1 day, 1:59:22 time: 0.3234 data_time: 0.0114 memory: 8006 loss: 0.7259 loss_cls: 0.2887 loss_bbox: 0.4372 2022/11/13 22:08:09 - mmengine - INFO - Epoch(train) [3][3600/8541] lr: 2.5000e-04 eta: 1 day, 1:59:02 time: 0.3204 data_time: 0.0113 memory: 7877 loss: 0.7578 loss_cls: 0.3009 loss_bbox: 0.4569 2022/11/13 22:08:25 - mmengine - INFO - Epoch(train) [3][3650/8541] lr: 2.5000e-04 eta: 1 day, 1:58:42 time: 0.3218 data_time: 0.0112 memory: 7945 loss: 0.7535 loss_cls: 0.3042 loss_bbox: 0.4493 2022/11/13 22:08:41 - mmengine - INFO - Epoch(train) [3][3700/8541] lr: 2.5000e-04 eta: 1 day, 1:58:26 time: 0.3265 data_time: 0.0113 memory: 7786 loss: 0.7367 loss_cls: 0.2888 loss_bbox: 0.4479 2022/11/13 22:08:57 - mmengine - INFO - Epoch(train) [3][3750/8541] lr: 2.5000e-04 eta: 1 day, 1:58:05 time: 0.3185 data_time: 0.0114 memory: 7403 loss: 0.7599 loss_cls: 0.3181 loss_bbox: 0.4419 2022/11/13 22:09:13 - mmengine - INFO - Epoch(train) [3][3800/8541] lr: 2.5000e-04 eta: 1 day, 1:57:46 time: 0.3222 data_time: 0.0113 memory: 7211 loss: 0.7180 loss_cls: 0.2825 loss_bbox: 0.4355 2022/11/13 22:09:29 - mmengine - INFO - Epoch(train) [3][3850/8541] lr: 2.5000e-04 eta: 1 day, 1:57:22 time: 0.3158 data_time: 0.0112 memory: 6744 loss: 0.7025 loss_cls: 0.2695 loss_bbox: 0.4330 2022/11/13 22:09:45 - mmengine - INFO - Epoch(train) [3][3900/8541] lr: 2.5000e-04 eta: 1 day, 1:57:06 time: 0.3258 data_time: 0.0114 memory: 9542 loss: 0.6950 loss_cls: 0.2714 loss_bbox: 0.4236 2022/11/13 22:09:51 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 22:10:02 - mmengine - INFO - Epoch(train) [3][3950/8541] lr: 2.5000e-04 eta: 1 day, 1:56:52 time: 0.3290 data_time: 0.0120 memory: 7255 loss: 0.7029 loss_cls: 0.2703 loss_bbox: 0.4326 2022/11/13 22:10:18 - mmengine - INFO - Epoch(train) [3][4000/8541] lr: 2.5000e-04 eta: 1 day, 1:56:35 time: 0.3263 data_time: 0.0121 memory: 7373 loss: 0.6813 loss_cls: 0.2553 loss_bbox: 0.4260 2022/11/13 22:10:35 - mmengine - INFO - Epoch(train) [3][4050/8541] lr: 2.5000e-04 eta: 1 day, 1:56:23 time: 0.3325 data_time: 0.0116 memory: 10543 loss: 0.7348 loss_cls: 0.2879 loss_bbox: 0.4469 2022/11/13 22:10:51 - mmengine - INFO - Epoch(train) [3][4100/8541] lr: 2.5000e-04 eta: 1 day, 1:56:04 time: 0.3210 data_time: 0.0113 memory: 7186 loss: 0.7094 loss_cls: 0.2754 loss_bbox: 0.4340 2022/11/13 22:11:07 - mmengine - INFO - Epoch(train) [3][4150/8541] lr: 2.5000e-04 eta: 1 day, 1:55:50 time: 0.3299 data_time: 0.0119 memory: 7946 loss: 0.6861 loss_cls: 0.2619 loss_bbox: 0.4242 2022/11/13 22:11:24 - mmengine - INFO - Epoch(train) [3][4200/8541] lr: 2.5000e-04 eta: 1 day, 1:55:32 time: 0.3240 data_time: 0.0121 memory: 8318 loss: 0.7171 loss_cls: 0.2818 loss_bbox: 0.4352 2022/11/13 22:11:40 - mmengine - INFO - Epoch(train) [3][4250/8541] lr: 2.5000e-04 eta: 1 day, 1:55:19 time: 0.3301 data_time: 0.0126 memory: 7232 loss: 0.7368 loss_cls: 0.2869 loss_bbox: 0.4499 2022/11/13 22:11:56 - mmengine - INFO - Epoch(train) [3][4300/8541] lr: 2.5000e-04 eta: 1 day, 1:54:55 time: 0.3159 data_time: 0.0125 memory: 6820 loss: 0.7610 loss_cls: 0.3119 loss_bbox: 0.4491 2022/11/13 22:12:13 - mmengine - INFO - Epoch(train) [3][4350/8541] lr: 2.5000e-04 eta: 1 day, 1:54:43 time: 0.3314 data_time: 0.0126 memory: 7423 loss: 0.7005 loss_cls: 0.2663 loss_bbox: 0.4343 2022/11/13 22:12:29 - mmengine - INFO - Epoch(train) [3][4400/8541] lr: 2.5000e-04 eta: 1 day, 1:54:24 time: 0.3222 data_time: 0.0124 memory: 7235 loss: 0.7167 loss_cls: 0.2822 loss_bbox: 0.4345 2022/11/13 22:12:45 - mmengine - INFO - Epoch(train) [3][4450/8541] lr: 2.5000e-04 eta: 1 day, 1:54:11 time: 0.3314 data_time: 0.0129 memory: 7789 loss: 0.7265 loss_cls: 0.2894 loss_bbox: 0.4370 2022/11/13 22:13:02 - mmengine - INFO - Epoch(train) [3][4500/8541] lr: 2.5000e-04 eta: 1 day, 1:53:56 time: 0.3279 data_time: 0.0131 memory: 7298 loss: 0.7436 loss_cls: 0.2866 loss_bbox: 0.4570 2022/11/13 22:13:18 - mmengine - INFO - Epoch(train) [3][4550/8541] lr: 2.5000e-04 eta: 1 day, 1:53:41 time: 0.3282 data_time: 0.0130 memory: 7158 loss: 0.7276 loss_cls: 0.2886 loss_bbox: 0.4391 2022/11/13 22:13:34 - mmengine - INFO - Epoch(train) [3][4600/8541] lr: 2.5000e-04 eta: 1 day, 1:53:23 time: 0.3235 data_time: 0.0130 memory: 7160 loss: 0.7402 loss_cls: 0.2915 loss_bbox: 0.4488 2022/11/13 22:13:51 - mmengine - INFO - Epoch(train) [3][4650/8541] lr: 2.5000e-04 eta: 1 day, 1:53:10 time: 0.3312 data_time: 0.0128 memory: 7006 loss: 0.7104 loss_cls: 0.2732 loss_bbox: 0.4372 2022/11/13 22:14:07 - mmengine - INFO - Epoch(train) [3][4700/8541] lr: 2.5000e-04 eta: 1 day, 1:52:55 time: 0.3279 data_time: 0.0127 memory: 7524 loss: 0.7353 loss_cls: 0.3001 loss_bbox: 0.4352 2022/11/13 22:14:24 - mmengine - INFO - Epoch(train) [3][4750/8541] lr: 2.5000e-04 eta: 1 day, 1:52:44 time: 0.3347 data_time: 0.0129 memory: 7649 loss: 0.6916 loss_cls: 0.2618 loss_bbox: 0.4298 2022/11/13 22:14:41 - mmengine - INFO - Epoch(train) [3][4800/8541] lr: 2.5000e-04 eta: 1 day, 1:52:32 time: 0.3331 data_time: 0.0127 memory: 8850 loss: 0.7011 loss_cls: 0.2682 loss_bbox: 0.4329 2022/11/13 22:14:57 - mmengine - INFO - Epoch(train) [3][4850/8541] lr: 2.5000e-04 eta: 1 day, 1:52:20 time: 0.3321 data_time: 0.0133 memory: 7246 loss: 0.6876 loss_cls: 0.2540 loss_bbox: 0.4336 2022/11/13 22:15:14 - mmengine - INFO - Epoch(train) [3][4900/8541] lr: 2.5000e-04 eta: 1 day, 1:52:08 time: 0.3324 data_time: 0.0129 memory: 8753 loss: 0.7414 loss_cls: 0.2944 loss_bbox: 0.4470 2022/11/13 22:15:20 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 22:15:30 - mmengine - INFO - Epoch(train) [3][4950/8541] lr: 2.5000e-04 eta: 1 day, 1:51:52 time: 0.3267 data_time: 0.0130 memory: 7066 loss: 0.7168 loss_cls: 0.2784 loss_bbox: 0.4384 2022/11/13 22:15:47 - mmengine - INFO - Epoch(train) [3][5000/8541] lr: 2.5000e-04 eta: 1 day, 1:51:35 time: 0.3255 data_time: 0.0129 memory: 7172 loss: 0.6871 loss_cls: 0.2655 loss_bbox: 0.4215 2022/11/13 22:16:03 - mmengine - INFO - Epoch(train) [3][5050/8541] lr: 2.5000e-04 eta: 1 day, 1:51:17 time: 0.3243 data_time: 0.0130 memory: 8416 loss: 0.7484 loss_cls: 0.2948 loss_bbox: 0.4536 2022/11/13 22:16:19 - mmengine - INFO - Epoch(train) [3][5100/8541] lr: 2.5000e-04 eta: 1 day, 1:51:05 time: 0.3327 data_time: 0.0133 memory: 8935 loss: 0.7031 loss_cls: 0.2679 loss_bbox: 0.4353 2022/11/13 22:16:36 - mmengine - INFO - Epoch(train) [3][5150/8541] lr: 2.5000e-04 eta: 1 day, 1:50:48 time: 0.3251 data_time: 0.0132 memory: 7295 loss: 0.7230 loss_cls: 0.2775 loss_bbox: 0.4455 2022/11/13 22:16:52 - mmengine - INFO - Epoch(train) [3][5200/8541] lr: 2.5000e-04 eta: 1 day, 1:50:35 time: 0.3308 data_time: 0.0130 memory: 9054 loss: 0.7189 loss_cls: 0.2760 loss_bbox: 0.4429 2022/11/13 22:17:09 - mmengine - INFO - Epoch(train) [3][5250/8541] lr: 2.5000e-04 eta: 1 day, 1:50:18 time: 0.3260 data_time: 0.0131 memory: 8067 loss: 0.7482 loss_cls: 0.2983 loss_bbox: 0.4499 2022/11/13 22:17:25 - mmengine - INFO - Epoch(train) [3][5300/8541] lr: 2.5000e-04 eta: 1 day, 1:50:02 time: 0.3266 data_time: 0.0126 memory: 8403 loss: 0.7466 loss_cls: 0.3097 loss_bbox: 0.4369 2022/11/13 22:17:41 - mmengine - INFO - Epoch(train) [3][5350/8541] lr: 2.5000e-04 eta: 1 day, 1:49:47 time: 0.3279 data_time: 0.0128 memory: 8560 loss: 0.7153 loss_cls: 0.2697 loss_bbox: 0.4455 2022/11/13 22:17:57 - mmengine - INFO - Epoch(train) [3][5400/8541] lr: 2.5000e-04 eta: 1 day, 1:49:27 time: 0.3199 data_time: 0.0128 memory: 7053 loss: 0.7223 loss_cls: 0.2768 loss_bbox: 0.4455 2022/11/13 22:18:14 - mmengine - INFO - Epoch(train) [3][5450/8541] lr: 2.5000e-04 eta: 1 day, 1:49:12 time: 0.3295 data_time: 0.0129 memory: 8101 loss: 0.7052 loss_cls: 0.2640 loss_bbox: 0.4411 2022/11/13 22:18:31 - mmengine - INFO - Epoch(train) [3][5500/8541] lr: 2.5000e-04 eta: 1 day, 1:49:02 time: 0.3351 data_time: 0.0130 memory: 8343 loss: 0.6835 loss_cls: 0.2509 loss_bbox: 0.4325 2022/11/13 22:18:47 - mmengine - INFO - Epoch(train) [3][5550/8541] lr: 2.5000e-04 eta: 1 day, 1:48:47 time: 0.3282 data_time: 0.0128 memory: 9026 loss: 0.7032 loss_cls: 0.2785 loss_bbox: 0.4247 2022/11/13 22:19:03 - mmengine - INFO - Epoch(train) [3][5600/8541] lr: 2.5000e-04 eta: 1 day, 1:48:32 time: 0.3289 data_time: 0.0126 memory: 7932 loss: 0.7436 loss_cls: 0.2933 loss_bbox: 0.4503 2022/11/13 22:19:20 - mmengine - INFO - Epoch(train) [3][5650/8541] lr: 2.5000e-04 eta: 1 day, 1:48:16 time: 0.3272 data_time: 0.0124 memory: 8311 loss: 0.7565 loss_cls: 0.3005 loss_bbox: 0.4560 2022/11/13 22:19:36 - mmengine - INFO - Epoch(train) [3][5700/8541] lr: 2.5000e-04 eta: 1 day, 1:47:57 time: 0.3215 data_time: 0.0126 memory: 7628 loss: 0.7461 loss_cls: 0.2879 loss_bbox: 0.4582 2022/11/13 22:19:52 - mmengine - INFO - Epoch(train) [3][5750/8541] lr: 2.5000e-04 eta: 1 day, 1:47:43 time: 0.3300 data_time: 0.0127 memory: 7575 loss: 0.7703 loss_cls: 0.3106 loss_bbox: 0.4597 2022/11/13 22:20:09 - mmengine - INFO - Epoch(train) [3][5800/8541] lr: 2.5000e-04 eta: 1 day, 1:47:27 time: 0.3274 data_time: 0.0130 memory: 8042 loss: 0.7690 loss_cls: 0.3125 loss_bbox: 0.4565 2022/11/13 22:20:25 - mmengine - INFO - Epoch(train) [3][5850/8541] lr: 2.5000e-04 eta: 1 day, 1:47:09 time: 0.3231 data_time: 0.0119 memory: 8006 loss: 0.7389 loss_cls: 0.2788 loss_bbox: 0.4601 2022/11/13 22:20:41 - mmengine - INFO - Epoch(train) [3][5900/8541] lr: 2.5000e-04 eta: 1 day, 1:46:54 time: 0.3277 data_time: 0.0121 memory: 6980 loss: 0.7371 loss_cls: 0.2818 loss_bbox: 0.4553 2022/11/13 22:20:47 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 22:20:58 - mmengine - INFO - Epoch(train) [3][5950/8541] lr: 2.5000e-04 eta: 1 day, 1:46:41 time: 0.3311 data_time: 0.0121 memory: 8425 loss: 0.7253 loss_cls: 0.2781 loss_bbox: 0.4472 2022/11/13 22:21:14 - mmengine - INFO - Epoch(train) [3][6000/8541] lr: 2.5000e-04 eta: 1 day, 1:46:22 time: 0.3225 data_time: 0.0124 memory: 7390 loss: 0.7243 loss_cls: 0.2847 loss_bbox: 0.4397 2022/11/13 22:21:30 - mmengine - INFO - Epoch(train) [3][6050/8541] lr: 2.5000e-04 eta: 1 day, 1:46:02 time: 0.3207 data_time: 0.0118 memory: 7536 loss: 0.6972 loss_cls: 0.2651 loss_bbox: 0.4322 2022/11/13 22:21:47 - mmengine - INFO - Epoch(train) [3][6100/8541] lr: 2.5000e-04 eta: 1 day, 1:45:47 time: 0.3284 data_time: 0.0124 memory: 8275 loss: 0.6913 loss_cls: 0.2673 loss_bbox: 0.4241 2022/11/13 22:22:03 - mmengine - INFO - Epoch(train) [3][6150/8541] lr: 2.5000e-04 eta: 1 day, 1:45:28 time: 0.3219 data_time: 0.0121 memory: 7083 loss: 0.7511 loss_cls: 0.2961 loss_bbox: 0.4550 2022/11/13 22:22:19 - mmengine - INFO - Epoch(train) [3][6200/8541] lr: 2.5000e-04 eta: 1 day, 1:45:11 time: 0.3243 data_time: 0.0122 memory: 8547 loss: 0.6806 loss_cls: 0.2598 loss_bbox: 0.4209 2022/11/13 22:22:35 - mmengine - INFO - Epoch(train) [3][6250/8541] lr: 2.5000e-04 eta: 1 day, 1:44:54 time: 0.3258 data_time: 0.0128 memory: 7880 loss: 0.7315 loss_cls: 0.2848 loss_bbox: 0.4466 2022/11/13 22:22:51 - mmengine - INFO - Epoch(train) [3][6300/8541] lr: 2.5000e-04 eta: 1 day, 1:44:35 time: 0.3212 data_time: 0.0126 memory: 7154 loss: 0.7318 loss_cls: 0.2868 loss_bbox: 0.4450 2022/11/13 22:23:07 - mmengine - INFO - Epoch(train) [3][6350/8541] lr: 2.5000e-04 eta: 1 day, 1:44:17 time: 0.3243 data_time: 0.0129 memory: 8196 loss: 0.6793 loss_cls: 0.2518 loss_bbox: 0.4275 2022/11/13 22:23:24 - mmengine - INFO - Epoch(train) [3][6400/8541] lr: 2.5000e-04 eta: 1 day, 1:44:03 time: 0.3291 data_time: 0.0127 memory: 7307 loss: 0.6981 loss_cls: 0.2643 loss_bbox: 0.4338 2022/11/13 22:23:40 - mmengine - INFO - Epoch(train) [3][6450/8541] lr: 2.5000e-04 eta: 1 day, 1:43:47 time: 0.3276 data_time: 0.0130 memory: 8407 loss: 0.7231 loss_cls: 0.2840 loss_bbox: 0.4392 2022/11/13 22:23:57 - mmengine - INFO - Epoch(train) [3][6500/8541] lr: 2.5000e-04 eta: 1 day, 1:43:36 time: 0.3353 data_time: 0.0127 memory: 8335 loss: 0.7238 loss_cls: 0.2868 loss_bbox: 0.4371 2022/11/13 22:24:13 - mmengine - INFO - Epoch(train) [3][6550/8541] lr: 2.5000e-04 eta: 1 day, 1:43:20 time: 0.3257 data_time: 0.0129 memory: 7804 loss: 0.7362 loss_cls: 0.2888 loss_bbox: 0.4474 2022/11/13 22:24:30 - mmengine - INFO - Epoch(train) [3][6600/8541] lr: 2.5000e-04 eta: 1 day, 1:43:04 time: 0.3273 data_time: 0.0128 memory: 7397 loss: 0.7335 loss_cls: 0.2842 loss_bbox: 0.4493 2022/11/13 22:24:46 - mmengine - INFO - Epoch(train) [3][6650/8541] lr: 2.5000e-04 eta: 1 day, 1:42:50 time: 0.3296 data_time: 0.0130 memory: 8088 loss: 0.7329 loss_cls: 0.2826 loss_bbox: 0.4504 2022/11/13 22:25:02 - mmengine - INFO - Epoch(train) [3][6700/8541] lr: 2.5000e-04 eta: 1 day, 1:42:29 time: 0.3183 data_time: 0.0130 memory: 6679 loss: 0.7914 loss_cls: 0.3387 loss_bbox: 0.4527 2022/11/13 22:25:19 - mmengine - INFO - Epoch(train) [3][6750/8541] lr: 2.5000e-04 eta: 1 day, 1:42:16 time: 0.3328 data_time: 0.0126 memory: 7990 loss: 0.7096 loss_cls: 0.2726 loss_bbox: 0.4370 2022/11/13 22:25:35 - mmengine - INFO - Epoch(train) [3][6800/8541] lr: 2.5000e-04 eta: 1 day, 1:42:00 time: 0.3259 data_time: 0.0129 memory: 7501 loss: 0.7608 loss_cls: 0.3035 loss_bbox: 0.4574 2022/11/13 22:25:51 - mmengine - INFO - Epoch(train) [3][6850/8541] lr: 2.5000e-04 eta: 1 day, 1:41:41 time: 0.3213 data_time: 0.0130 memory: 7563 loss: 0.7423 loss_cls: 0.2964 loss_bbox: 0.4459 2022/11/13 22:26:07 - mmengine - INFO - Epoch(train) [3][6900/8541] lr: 2.5000e-04 eta: 1 day, 1:41:23 time: 0.3245 data_time: 0.0128 memory: 7150 loss: 0.6979 loss_cls: 0.2676 loss_bbox: 0.4303 2022/11/13 22:26:13 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 22:26:24 - mmengine - INFO - Epoch(train) [3][6950/8541] lr: 2.5000e-04 eta: 1 day, 1:41:07 time: 0.3261 data_time: 0.0129 memory: 6895 loss: 0.7350 loss_cls: 0.2940 loss_bbox: 0.4410 2022/11/13 22:26:40 - mmengine - INFO - Epoch(train) [3][7000/8541] lr: 2.5000e-04 eta: 1 day, 1:40:53 time: 0.3303 data_time: 0.0130 memory: 7339 loss: 0.7258 loss_cls: 0.2789 loss_bbox: 0.4469 2022/11/13 22:26:56 - mmengine - INFO - Epoch(train) [3][7050/8541] lr: 2.5000e-04 eta: 1 day, 1:40:34 time: 0.3222 data_time: 0.0131 memory: 7838 loss: 0.7207 loss_cls: 0.2851 loss_bbox: 0.4356 2022/11/13 22:27:13 - mmengine - INFO - Epoch(train) [3][7100/8541] lr: 2.5000e-04 eta: 1 day, 1:40:19 time: 0.3280 data_time: 0.0130 memory: 8591 loss: 0.6911 loss_cls: 0.2600 loss_bbox: 0.4312 2022/11/13 22:27:30 - mmengine - INFO - Epoch(train) [3][7150/8541] lr: 2.5000e-04 eta: 1 day, 1:40:09 time: 0.3373 data_time: 0.0130 memory: 7354 loss: 0.6670 loss_cls: 0.2439 loss_bbox: 0.4230 2022/11/13 22:27:46 - mmengine - INFO - Epoch(train) [3][7200/8541] lr: 2.5000e-04 eta: 1 day, 1:39:56 time: 0.3325 data_time: 0.0127 memory: 7515 loss: 0.6787 loss_cls: 0.2530 loss_bbox: 0.4257 2022/11/13 22:28:03 - mmengine - INFO - Epoch(train) [3][7250/8541] lr: 2.5000e-04 eta: 1 day, 1:39:46 time: 0.3359 data_time: 0.0128 memory: 7814 loss: 0.7040 loss_cls: 0.2615 loss_bbox: 0.4425 2022/11/13 22:28:20 - mmengine - INFO - Epoch(train) [3][7300/8541] lr: 2.5000e-04 eta: 1 day, 1:39:31 time: 0.3296 data_time: 0.0128 memory: 8349 loss: 0.7242 loss_cls: 0.2965 loss_bbox: 0.4277 2022/11/13 22:28:36 - mmengine - INFO - Epoch(train) [3][7350/8541] lr: 2.5000e-04 eta: 1 day, 1:39:18 time: 0.3319 data_time: 0.0128 memory: 7840 loss: 0.7360 loss_cls: 0.3010 loss_bbox: 0.4351 2022/11/13 22:28:53 - mmengine - INFO - Epoch(train) [3][7400/8541] lr: 2.5000e-04 eta: 1 day, 1:39:08 time: 0.3374 data_time: 0.0127 memory: 8716 loss: 0.7078 loss_cls: 0.2639 loss_bbox: 0.4439 2022/11/13 22:29:10 - mmengine - INFO - Epoch(train) [3][7450/8541] lr: 2.5000e-04 eta: 1 day, 1:38:53 time: 0.3286 data_time: 0.0127 memory: 6934 loss: 0.7239 loss_cls: 0.2754 loss_bbox: 0.4485 2022/11/13 22:29:26 - mmengine - INFO - Epoch(train) [3][7500/8541] lr: 2.5000e-04 eta: 1 day, 1:38:37 time: 0.3264 data_time: 0.0127 memory: 8199 loss: 0.7456 loss_cls: 0.2938 loss_bbox: 0.4519 2022/11/13 22:29:42 - mmengine - INFO - Epoch(train) [3][7550/8541] lr: 2.5000e-04 eta: 1 day, 1:38:23 time: 0.3296 data_time: 0.0122 memory: 7567 loss: 0.7250 loss_cls: 0.2909 loss_bbox: 0.4341 2022/11/13 22:29:59 - mmengine - INFO - Epoch(train) [3][7600/8541] lr: 2.5000e-04 eta: 1 day, 1:38:06 time: 0.3267 data_time: 0.0128 memory: 7170 loss: 0.6785 loss_cls: 0.2502 loss_bbox: 0.4284 2022/11/13 22:30:15 - mmengine - INFO - Epoch(train) [3][7650/8541] lr: 2.5000e-04 eta: 1 day, 1:37:52 time: 0.3288 data_time: 0.0126 memory: 7616 loss: 0.6864 loss_cls: 0.2670 loss_bbox: 0.4194 2022/11/13 22:30:31 - mmengine - INFO - Epoch(train) [3][7700/8541] lr: 2.5000e-04 eta: 1 day, 1:37:33 time: 0.3226 data_time: 0.0117 memory: 7023 loss: 0.7021 loss_cls: 0.2697 loss_bbox: 0.4324 2022/11/13 22:30:48 - mmengine - INFO - Epoch(train) [3][7750/8541] lr: 2.5000e-04 eta: 1 day, 1:37:20 time: 0.3317 data_time: 0.0122 memory: 8107 loss: 0.6879 loss_cls: 0.2546 loss_bbox: 0.4333 2022/11/13 22:31:05 - mmengine - INFO - Epoch(train) [3][7800/8541] lr: 2.5000e-04 eta: 1 day, 1:37:08 time: 0.3334 data_time: 0.0121 memory: 7573 loss: 0.7323 loss_cls: 0.2983 loss_bbox: 0.4340 2022/11/13 22:31:21 - mmengine - INFO - Epoch(train) [3][7850/8541] lr: 2.5000e-04 eta: 1 day, 1:36:50 time: 0.3243 data_time: 0.0124 memory: 6997 loss: 0.7310 loss_cls: 0.2855 loss_bbox: 0.4455 2022/11/13 22:31:37 - mmengine - INFO - Epoch(train) [3][7900/8541] lr: 2.5000e-04 eta: 1 day, 1:36:30 time: 0.3206 data_time: 0.0124 memory: 7231 loss: 0.7627 loss_cls: 0.3052 loss_bbox: 0.4575 2022/11/13 22:31:43 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 22:31:53 - mmengine - INFO - Epoch(train) [3][7950/8541] lr: 2.5000e-04 eta: 1 day, 1:36:15 time: 0.3276 data_time: 0.0122 memory: 7422 loss: 0.7047 loss_cls: 0.2762 loss_bbox: 0.4285 2022/11/13 22:32:10 - mmengine - INFO - Epoch(train) [3][8000/8541] lr: 2.5000e-04 eta: 1 day, 1:36:00 time: 0.3292 data_time: 0.0124 memory: 8189 loss: 0.7059 loss_cls: 0.2661 loss_bbox: 0.4398 2022/11/13 22:32:26 - mmengine - INFO - Epoch(train) [3][8050/8541] lr: 2.5000e-04 eta: 1 day, 1:35:45 time: 0.3277 data_time: 0.0128 memory: 7522 loss: 0.7006 loss_cls: 0.2735 loss_bbox: 0.4271 2022/11/13 22:32:42 - mmengine - INFO - Epoch(train) [3][8100/8541] lr: 2.5000e-04 eta: 1 day, 1:35:29 time: 0.3269 data_time: 0.0126 memory: 7826 loss: 0.6809 loss_cls: 0.2653 loss_bbox: 0.4156 2022/11/13 22:32:59 - mmengine - INFO - Epoch(train) [3][8150/8541] lr: 2.5000e-04 eta: 1 day, 1:35:12 time: 0.3251 data_time: 0.0128 memory: 8342 loss: 0.6841 loss_cls: 0.2587 loss_bbox: 0.4254 2022/11/13 22:33:15 - mmengine - INFO - Epoch(train) [3][8200/8541] lr: 2.5000e-04 eta: 1 day, 1:34:51 time: 0.3188 data_time: 0.0128 memory: 7019 loss: 0.7137 loss_cls: 0.2737 loss_bbox: 0.4400 2022/11/13 22:33:31 - mmengine - INFO - Epoch(train) [3][8250/8541] lr: 2.5000e-04 eta: 1 day, 1:34:35 time: 0.3271 data_time: 0.0129 memory: 8749 loss: 0.7365 loss_cls: 0.2959 loss_bbox: 0.4406 2022/11/13 22:33:47 - mmengine - INFO - Epoch(train) [3][8300/8541] lr: 2.5000e-04 eta: 1 day, 1:34:18 time: 0.3248 data_time: 0.0129 memory: 7501 loss: 0.7025 loss_cls: 0.2715 loss_bbox: 0.4310 2022/11/13 22:34:04 - mmengine - INFO - Epoch(train) [3][8350/8541] lr: 2.5000e-04 eta: 1 day, 1:34:03 time: 0.3294 data_time: 0.0129 memory: 7561 loss: 0.6675 loss_cls: 0.2473 loss_bbox: 0.4203 2022/11/13 22:34:20 - mmengine - INFO - Epoch(train) [3][8400/8541] lr: 2.5000e-04 eta: 1 day, 1:33:44 time: 0.3215 data_time: 0.0136 memory: 7083 loss: 0.6813 loss_cls: 0.2670 loss_bbox: 0.4143 2022/11/13 22:34:36 - mmengine - INFO - Epoch(train) [3][8450/8541] lr: 2.5000e-04 eta: 1 day, 1:33:30 time: 0.3308 data_time: 0.0131 memory: 8321 loss: 0.7094 loss_cls: 0.2676 loss_bbox: 0.4418 2022/11/13 22:34:53 - mmengine - INFO - Epoch(train) [3][8500/8541] lr: 2.5000e-04 eta: 1 day, 1:33:17 time: 0.3306 data_time: 0.0129 memory: 7201 loss: 0.6871 loss_cls: 0.2560 loss_bbox: 0.4312 2022/11/13 22:35:06 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 22:35:23 - mmengine - INFO - Epoch(train) [4][50/8541] lr: 2.5000e-04 eta: 1 day, 1:32:54 time: 0.3459 data_time: 0.0246 memory: 7098 loss: 0.7236 loss_cls: 0.2818 loss_bbox: 0.4418 2022/11/13 22:35:40 - mmengine - INFO - Epoch(train) [4][100/8541] lr: 2.5000e-04 eta: 1 day, 1:32:37 time: 0.3235 data_time: 0.0132 memory: 7188 loss: 0.6841 loss_cls: 0.2588 loss_bbox: 0.4253 2022/11/13 22:35:56 - mmengine - INFO - Epoch(train) [4][150/8541] lr: 2.5000e-04 eta: 1 day, 1:32:17 time: 0.3212 data_time: 0.0133 memory: 7089 loss: 0.7322 loss_cls: 0.2897 loss_bbox: 0.4425 2022/11/13 22:36:12 - mmengine - INFO - Epoch(train) [4][200/8541] lr: 2.5000e-04 eta: 1 day, 1:31:58 time: 0.3210 data_time: 0.0134 memory: 7316 loss: 0.6959 loss_cls: 0.2692 loss_bbox: 0.4268 2022/11/13 22:36:28 - mmengine - INFO - Epoch(train) [4][250/8541] lr: 2.5000e-04 eta: 1 day, 1:31:43 time: 0.3284 data_time: 0.0132 memory: 8656 loss: 0.7047 loss_cls: 0.2758 loss_bbox: 0.4289 2022/11/13 22:36:44 - mmengine - INFO - Epoch(train) [4][300/8541] lr: 2.5000e-04 eta: 1 day, 1:31:24 time: 0.3221 data_time: 0.0127 memory: 7075 loss: 0.7286 loss_cls: 0.2922 loss_bbox: 0.4364 2022/11/13 22:37:01 - mmengine - INFO - Epoch(train) [4][350/8541] lr: 2.5000e-04 eta: 1 day, 1:31:09 time: 0.3280 data_time: 0.0126 memory: 7590 loss: 0.6960 loss_cls: 0.2689 loss_bbox: 0.4271 2022/11/13 22:37:10 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 22:37:17 - mmengine - INFO - Epoch(train) [4][400/8541] lr: 2.5000e-04 eta: 1 day, 1:30:55 time: 0.3304 data_time: 0.0130 memory: 8515 loss: 0.7218 loss_cls: 0.2806 loss_bbox: 0.4412 2022/11/13 22:37:33 - mmengine - INFO - Epoch(train) [4][450/8541] lr: 2.5000e-04 eta: 1 day, 1:30:38 time: 0.3250 data_time: 0.0129 memory: 8158 loss: 0.7209 loss_cls: 0.2794 loss_bbox: 0.4415 2022/11/13 22:37:50 - mmengine - INFO - Epoch(train) [4][500/8541] lr: 2.5000e-04 eta: 1 day, 1:30:25 time: 0.3321 data_time: 0.0127 memory: 9042 loss: 0.6745 loss_cls: 0.2570 loss_bbox: 0.4175 2022/11/13 22:38:06 - mmengine - INFO - Epoch(train) [4][550/8541] lr: 2.5000e-04 eta: 1 day, 1:30:08 time: 0.3257 data_time: 0.0128 memory: 7041 loss: 0.6554 loss_cls: 0.2516 loss_bbox: 0.4038 2022/11/13 22:38:23 - mmengine - INFO - Epoch(train) [4][600/8541] lr: 2.5000e-04 eta: 1 day, 1:29:51 time: 0.3253 data_time: 0.0125 memory: 7702 loss: 0.7108 loss_cls: 0.2823 loss_bbox: 0.4285 2022/11/13 22:38:39 - mmengine - INFO - Epoch(train) [4][650/8541] lr: 2.5000e-04 eta: 1 day, 1:29:37 time: 0.3301 data_time: 0.0122 memory: 7469 loss: 0.6881 loss_cls: 0.2571 loss_bbox: 0.4310 2022/11/13 22:38:55 - mmengine - INFO - Epoch(train) [4][700/8541] lr: 2.5000e-04 eta: 1 day, 1:29:19 time: 0.3243 data_time: 0.0128 memory: 7871 loss: 0.6733 loss_cls: 0.2513 loss_bbox: 0.4221 2022/11/13 22:39:12 - mmengine - INFO - Epoch(train) [4][750/8541] lr: 2.5000e-04 eta: 1 day, 1:29:06 time: 0.3322 data_time: 0.0128 memory: 6997 loss: 0.6937 loss_cls: 0.2572 loss_bbox: 0.4365 2022/11/13 22:39:28 - mmengine - INFO - Epoch(train) [4][800/8541] lr: 2.5000e-04 eta: 1 day, 1:28:49 time: 0.3247 data_time: 0.0123 memory: 8040 loss: 0.7254 loss_cls: 0.2887 loss_bbox: 0.4366 2022/11/13 22:39:45 - mmengine - INFO - Epoch(train) [4][850/8541] lr: 2.5000e-04 eta: 1 day, 1:28:34 time: 0.3288 data_time: 0.0123 memory: 7733 loss: 0.7088 loss_cls: 0.2746 loss_bbox: 0.4342 2022/11/13 22:40:01 - mmengine - INFO - Epoch(train) [4][900/8541] lr: 2.5000e-04 eta: 1 day, 1:28:18 time: 0.3277 data_time: 0.0125 memory: 7757 loss: 0.6828 loss_cls: 0.2601 loss_bbox: 0.4226 2022/11/13 22:40:18 - mmengine - INFO - Epoch(train) [4][950/8541] lr: 2.5000e-04 eta: 1 day, 1:28:05 time: 0.3320 data_time: 0.0128 memory: 7935 loss: 0.7063 loss_cls: 0.2625 loss_bbox: 0.4439 2022/11/13 22:40:34 - mmengine - INFO - Epoch(train) [4][1000/8541] lr: 2.5000e-04 eta: 1 day, 1:27:48 time: 0.3259 data_time: 0.0127 memory: 7796 loss: 0.6954 loss_cls: 0.2638 loss_bbox: 0.4316 2022/11/13 22:40:50 - mmengine - INFO - Epoch(train) [4][1050/8541] lr: 2.5000e-04 eta: 1 day, 1:27:33 time: 0.3288 data_time: 0.0127 memory: 7390 loss: 0.6653 loss_cls: 0.2432 loss_bbox: 0.4221 2022/11/13 22:41:07 - mmengine - INFO - Epoch(train) [4][1100/8541] lr: 2.5000e-04 eta: 1 day, 1:27:18 time: 0.3284 data_time: 0.0124 memory: 7751 loss: 0.6456 loss_cls: 0.2261 loss_bbox: 0.4194 2022/11/13 22:41:23 - mmengine - INFO - Epoch(train) [4][1150/8541] lr: 2.5000e-04 eta: 1 day, 1:27:00 time: 0.3231 data_time: 0.0121 memory: 6928 loss: 0.6742 loss_cls: 0.2458 loss_bbox: 0.4284 2022/11/13 22:41:40 - mmengine - INFO - Epoch(train) [4][1200/8541] lr: 2.5000e-04 eta: 1 day, 1:26:45 time: 0.3290 data_time: 0.0120 memory: 8139 loss: 0.6629 loss_cls: 0.2395 loss_bbox: 0.4235 2022/11/13 22:41:56 - mmengine - INFO - Epoch(train) [4][1250/8541] lr: 2.5000e-04 eta: 1 day, 1:26:27 time: 0.3225 data_time: 0.0126 memory: 7687 loss: 0.7012 loss_cls: 0.2723 loss_bbox: 0.4288 2022/11/13 22:42:12 - mmengine - INFO - Epoch(train) [4][1300/8541] lr: 2.5000e-04 eta: 1 day, 1:26:10 time: 0.3262 data_time: 0.0125 memory: 8122 loss: 0.6860 loss_cls: 0.2576 loss_bbox: 0.4284 2022/11/13 22:42:28 - mmengine - INFO - Epoch(train) [4][1350/8541] lr: 2.5000e-04 eta: 1 day, 1:25:55 time: 0.3282 data_time: 0.0126 memory: 8413 loss: 0.6814 loss_cls: 0.2584 loss_bbox: 0.4229 2022/11/13 22:42:38 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 22:42:45 - mmengine - INFO - Epoch(train) [4][1400/8541] lr: 2.5000e-04 eta: 1 day, 1:25:44 time: 0.3380 data_time: 0.0124 memory: 8744 loss: 0.7057 loss_cls: 0.2684 loss_bbox: 0.4374 2022/11/13 22:43:02 - mmengine - INFO - Epoch(train) [4][1450/8541] lr: 2.5000e-04 eta: 1 day, 1:25:27 time: 0.3253 data_time: 0.0128 memory: 7150 loss: 0.6708 loss_cls: 0.2526 loss_bbox: 0.4181 2022/11/13 22:43:18 - mmengine - INFO - Epoch(train) [4][1500/8541] lr: 2.5000e-04 eta: 1 day, 1:25:12 time: 0.3286 data_time: 0.0127 memory: 8582 loss: 0.7039 loss_cls: 0.2730 loss_bbox: 0.4309 2022/11/13 22:43:34 - mmengine - INFO - Epoch(train) [4][1550/8541] lr: 2.5000e-04 eta: 1 day, 1:24:56 time: 0.3258 data_time: 0.0122 memory: 7348 loss: 0.7179 loss_cls: 0.2829 loss_bbox: 0.4350 2022/11/13 22:43:50 - mmengine - INFO - Epoch(train) [4][1600/8541] lr: 2.5000e-04 eta: 1 day, 1:24:33 time: 0.3149 data_time: 0.0122 memory: 7006 loss: 0.7301 loss_cls: 0.2875 loss_bbox: 0.4426 2022/11/13 22:44:06 - mmengine - INFO - Epoch(train) [4][1650/8541] lr: 2.5000e-04 eta: 1 day, 1:24:14 time: 0.3196 data_time: 0.0126 memory: 7233 loss: 0.7111 loss_cls: 0.2801 loss_bbox: 0.4309 2022/11/13 22:44:22 - mmengine - INFO - Epoch(train) [4][1700/8541] lr: 2.5000e-04 eta: 1 day, 1:23:56 time: 0.3238 data_time: 0.0127 memory: 6839 loss: 0.6917 loss_cls: 0.2678 loss_bbox: 0.4238 2022/11/13 22:44:39 - mmengine - INFO - Epoch(train) [4][1750/8541] lr: 2.5000e-04 eta: 1 day, 1:23:42 time: 0.3306 data_time: 0.0127 memory: 9035 loss: 0.6735 loss_cls: 0.2558 loss_bbox: 0.4178 2022/11/13 22:44:55 - mmengine - INFO - Epoch(train) [4][1800/8541] lr: 2.5000e-04 eta: 1 day, 1:23:22 time: 0.3203 data_time: 0.0123 memory: 7191 loss: 0.6729 loss_cls: 0.2522 loss_bbox: 0.4207 2022/11/13 22:45:11 - mmengine - INFO - Epoch(train) [4][1850/8541] lr: 2.5000e-04 eta: 1 day, 1:23:09 time: 0.3316 data_time: 0.0125 memory: 7928 loss: 0.6662 loss_cls: 0.2518 loss_bbox: 0.4144 2022/11/13 22:45:28 - mmengine - INFO - Epoch(train) [4][1900/8541] lr: 2.5000e-04 eta: 1 day, 1:22:54 time: 0.3296 data_time: 0.0124 memory: 8161 loss: 0.6838 loss_cls: 0.2551 loss_bbox: 0.4287 2022/11/13 22:45:44 - mmengine - INFO - Epoch(train) [4][1950/8541] lr: 2.5000e-04 eta: 1 day, 1:22:32 time: 0.3157 data_time: 0.0120 memory: 7185 loss: 0.6965 loss_cls: 0.2768 loss_bbox: 0.4197 2022/11/13 22:46:00 - mmengine - INFO - Epoch(train) [4][2000/8541] lr: 2.5000e-04 eta: 1 day, 1:22:13 time: 0.3212 data_time: 0.0117 memory: 7198 loss: 0.6740 loss_cls: 0.2589 loss_bbox: 0.4151 2022/11/13 22:46:16 - mmengine - INFO - Epoch(train) [4][2050/8541] lr: 2.5000e-04 eta: 1 day, 1:21:57 time: 0.3264 data_time: 0.0118 memory: 8425 loss: 0.6866 loss_cls: 0.2705 loss_bbox: 0.4160 2022/11/13 22:46:33 - mmengine - INFO - Epoch(train) [4][2100/8541] lr: 2.5000e-04 eta: 1 day, 1:21:42 time: 0.3282 data_time: 0.0121 memory: 8309 loss: 0.6951 loss_cls: 0.2569 loss_bbox: 0.4383 2022/11/13 22:46:49 - mmengine - INFO - Epoch(train) [4][2150/8541] lr: 2.5000e-04 eta: 1 day, 1:21:27 time: 0.3296 data_time: 0.0120 memory: 8320 loss: 0.7017 loss_cls: 0.2695 loss_bbox: 0.4322 2022/11/13 22:47:05 - mmengine - INFO - Epoch(train) [4][2200/8541] lr: 2.5000e-04 eta: 1 day, 1:21:09 time: 0.3238 data_time: 0.0118 memory: 8443 loss: 0.7240 loss_cls: 0.2842 loss_bbox: 0.4398 2022/11/13 22:47:22 - mmengine - INFO - Epoch(train) [4][2250/8541] lr: 2.5000e-04 eta: 1 day, 1:20:54 time: 0.3272 data_time: 0.0118 memory: 7283 loss: 0.6970 loss_cls: 0.2735 loss_bbox: 0.4235 2022/11/13 22:47:38 - mmengine - INFO - Epoch(train) [4][2300/8541] lr: 2.5000e-04 eta: 1 day, 1:20:39 time: 0.3300 data_time: 0.0120 memory: 7472 loss: 0.6979 loss_cls: 0.2605 loss_bbox: 0.4375 2022/11/13 22:47:54 - mmengine - INFO - Epoch(train) [4][2350/8541] lr: 2.5000e-04 eta: 1 day, 1:20:22 time: 0.3251 data_time: 0.0122 memory: 7218 loss: 0.6879 loss_cls: 0.2614 loss_bbox: 0.4266 2022/11/13 22:48:03 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 22:48:11 - mmengine - INFO - Epoch(train) [4][2400/8541] lr: 2.5000e-04 eta: 1 day, 1:20:04 time: 0.3229 data_time: 0.0119 memory: 7295 loss: 0.7262 loss_cls: 0.2952 loss_bbox: 0.4309 2022/11/13 22:48:26 - mmengine - INFO - Epoch(train) [4][2450/8541] lr: 2.5000e-04 eta: 1 day, 1:19:43 time: 0.3166 data_time: 0.0117 memory: 7029 loss: 0.7078 loss_cls: 0.2826 loss_bbox: 0.4252 2022/11/13 22:48:43 - mmengine - INFO - Epoch(train) [4][2500/8541] lr: 2.5000e-04 eta: 1 day, 1:19:25 time: 0.3230 data_time: 0.0116 memory: 7328 loss: 0.6935 loss_cls: 0.2735 loss_bbox: 0.4200 2022/11/13 22:48:59 - mmengine - INFO - Epoch(train) [4][2550/8541] lr: 2.5000e-04 eta: 1 day, 1:19:09 time: 0.3273 data_time: 0.0119 memory: 7661 loss: 0.6681 loss_cls: 0.2513 loss_bbox: 0.4168 2022/11/13 22:49:15 - mmengine - INFO - Epoch(train) [4][2600/8541] lr: 2.5000e-04 eta: 1 day, 1:18:53 time: 0.3275 data_time: 0.0116 memory: 7441 loss: 0.6900 loss_cls: 0.2633 loss_bbox: 0.4268 2022/11/13 22:49:32 - mmengine - INFO - Epoch(train) [4][2650/8541] lr: 2.5000e-04 eta: 1 day, 1:18:38 time: 0.3286 data_time: 0.0117 memory: 8193 loss: 0.6642 loss_cls: 0.2497 loss_bbox: 0.4145 2022/11/13 22:49:48 - mmengine - INFO - Epoch(train) [4][2700/8541] lr: 2.5000e-04 eta: 1 day, 1:18:21 time: 0.3239 data_time: 0.0116 memory: 7273 loss: 0.6641 loss_cls: 0.2501 loss_bbox: 0.4139 2022/11/13 22:50:05 - mmengine - INFO - Epoch(train) [4][2750/8541] lr: 2.5000e-04 eta: 1 day, 1:18:09 time: 0.3352 data_time: 0.0117 memory: 10542 loss: 0.6894 loss_cls: 0.2551 loss_bbox: 0.4343 2022/11/13 22:50:21 - mmengine - INFO - Epoch(train) [4][2800/8541] lr: 2.5000e-04 eta: 1 day, 1:17:50 time: 0.3227 data_time: 0.0127 memory: 7054 loss: 0.6907 loss_cls: 0.2605 loss_bbox: 0.4302 2022/11/13 22:50:37 - mmengine - INFO - Epoch(train) [4][2850/8541] lr: 2.5000e-04 eta: 1 day, 1:17:32 time: 0.3230 data_time: 0.0122 memory: 7550 loss: 0.7030 loss_cls: 0.2743 loss_bbox: 0.4286 2022/11/13 22:50:53 - mmengine - INFO - Epoch(train) [4][2900/8541] lr: 2.5000e-04 eta: 1 day, 1:17:15 time: 0.3247 data_time: 0.0116 memory: 7574 loss: 0.6948 loss_cls: 0.2650 loss_bbox: 0.4298 2022/11/13 22:51:10 - mmengine - INFO - Epoch(train) [4][2950/8541] lr: 2.5000e-04 eta: 1 day, 1:16:59 time: 0.3259 data_time: 0.0119 memory: 7673 loss: 0.6556 loss_cls: 0.2397 loss_bbox: 0.4159 2022/11/13 22:51:26 - mmengine - INFO - Epoch(train) [4][3000/8541] lr: 2.5000e-04 eta: 1 day, 1:16:44 time: 0.3286 data_time: 0.0119 memory: 8052 loss: 0.6996 loss_cls: 0.2650 loss_bbox: 0.4345 2022/11/13 22:51:42 - mmengine - INFO - Epoch(train) [4][3050/8541] lr: 2.5000e-04 eta: 1 day, 1:16:25 time: 0.3217 data_time: 0.0117 memory: 6972 loss: 0.7050 loss_cls: 0.2692 loss_bbox: 0.4358 2022/11/13 22:51:58 - mmengine - INFO - Epoch(train) [4][3100/8541] lr: 2.5000e-04 eta: 1 day, 1:16:07 time: 0.3236 data_time: 0.0119 memory: 7369 loss: 0.6635 loss_cls: 0.2482 loss_bbox: 0.4153 2022/11/13 22:52:15 - mmengine - INFO - Epoch(train) [4][3150/8541] lr: 2.5000e-04 eta: 1 day, 1:15:53 time: 0.3295 data_time: 0.0120 memory: 8934 loss: 0.6908 loss_cls: 0.2630 loss_bbox: 0.4279 2022/11/13 22:52:31 - mmengine - INFO - Epoch(train) [4][3200/8541] lr: 2.5000e-04 eta: 1 day, 1:15:34 time: 0.3225 data_time: 0.0116 memory: 7099 loss: 0.7056 loss_cls: 0.2759 loss_bbox: 0.4297 2022/11/13 22:52:47 - mmengine - INFO - Epoch(train) [4][3250/8541] lr: 2.5000e-04 eta: 1 day, 1:15:19 time: 0.3284 data_time: 0.0120 memory: 7539 loss: 0.7070 loss_cls: 0.2688 loss_bbox: 0.4382 2022/11/13 22:53:04 - mmengine - INFO - Epoch(train) [4][3300/8541] lr: 2.5000e-04 eta: 1 day, 1:15:04 time: 0.3288 data_time: 0.0116 memory: 7511 loss: 0.6868 loss_cls: 0.2555 loss_bbox: 0.4313 2022/11/13 22:53:20 - mmengine - INFO - Epoch(train) [4][3350/8541] lr: 2.5000e-04 eta: 1 day, 1:14:50 time: 0.3321 data_time: 0.0120 memory: 7569 loss: 0.6898 loss_cls: 0.2598 loss_bbox: 0.4299 2022/11/13 22:53:29 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 22:53:37 - mmengine - INFO - Epoch(train) [4][3400/8541] lr: 2.5000e-04 eta: 1 day, 1:14:35 time: 0.3278 data_time: 0.0118 memory: 7573 loss: 0.6772 loss_cls: 0.2561 loss_bbox: 0.4211 2022/11/13 22:53:53 - mmengine - INFO - Epoch(train) [4][3450/8541] lr: 2.5000e-04 eta: 1 day, 1:14:20 time: 0.3294 data_time: 0.0120 memory: 7611 loss: 0.7029 loss_cls: 0.2771 loss_bbox: 0.4258 2022/11/13 22:54:10 - mmengine - INFO - Epoch(train) [4][3500/8541] lr: 2.5000e-04 eta: 1 day, 1:14:03 time: 0.3261 data_time: 0.0117 memory: 7803 loss: 0.6847 loss_cls: 0.2610 loss_bbox: 0.4237 2022/11/13 22:54:26 - mmengine - INFO - Epoch(train) [4][3550/8541] lr: 2.5000e-04 eta: 1 day, 1:13:47 time: 0.3253 data_time: 0.0118 memory: 7023 loss: 0.6749 loss_cls: 0.2540 loss_bbox: 0.4209 2022/11/13 22:54:42 - mmengine - INFO - Epoch(train) [4][3600/8541] lr: 2.5000e-04 eta: 1 day, 1:13:30 time: 0.3257 data_time: 0.0120 memory: 7149 loss: 0.6617 loss_cls: 0.2400 loss_bbox: 0.4217 2022/11/13 22:54:58 - mmengine - INFO - Epoch(train) [4][3650/8541] lr: 2.5000e-04 eta: 1 day, 1:13:12 time: 0.3223 data_time: 0.0115 memory: 8415 loss: 0.6610 loss_cls: 0.2479 loss_bbox: 0.4131 2022/11/13 22:55:15 - mmengine - INFO - Epoch(train) [4][3700/8541] lr: 2.5000e-04 eta: 1 day, 1:12:55 time: 0.3256 data_time: 0.0119 memory: 8212 loss: 0.6681 loss_cls: 0.2520 loss_bbox: 0.4161 2022/11/13 22:55:31 - mmengine - INFO - Epoch(train) [4][3750/8541] lr: 2.5000e-04 eta: 1 day, 1:12:38 time: 0.3250 data_time: 0.0123 memory: 7691 loss: 0.6817 loss_cls: 0.2598 loss_bbox: 0.4219 2022/11/13 22:55:47 - mmengine - INFO - Epoch(train) [4][3800/8541] lr: 2.5000e-04 eta: 1 day, 1:12:19 time: 0.3201 data_time: 0.0129 memory: 7574 loss: 0.7016 loss_cls: 0.2651 loss_bbox: 0.4365 2022/11/13 22:56:04 - mmengine - INFO - Epoch(train) [4][3850/8541] lr: 2.5000e-04 eta: 1 day, 1:12:04 time: 0.3306 data_time: 0.0129 memory: 8187 loss: 0.6887 loss_cls: 0.2614 loss_bbox: 0.4273 2022/11/13 22:56:20 - mmengine - INFO - Epoch(train) [4][3900/8541] lr: 2.5000e-04 eta: 1 day, 1:11:49 time: 0.3273 data_time: 0.0131 memory: 8566 loss: 0.6985 loss_cls: 0.2673 loss_bbox: 0.4311 2022/11/13 22:56:36 - mmengine - INFO - Epoch(train) [4][3950/8541] lr: 2.5000e-04 eta: 1 day, 1:11:32 time: 0.3265 data_time: 0.0135 memory: 7185 loss: 0.6595 loss_cls: 0.2547 loss_bbox: 0.4048 2022/11/13 22:56:53 - mmengine - INFO - Epoch(train) [4][4000/8541] lr: 2.5000e-04 eta: 1 day, 1:11:17 time: 0.3286 data_time: 0.0132 memory: 7832 loss: 0.6995 loss_cls: 0.2765 loss_bbox: 0.4230 2022/11/13 22:57:09 - mmengine - INFO - Epoch(train) [4][4050/8541] lr: 2.5000e-04 eta: 1 day, 1:11:05 time: 0.3360 data_time: 0.0134 memory: 8049 loss: 0.7224 loss_cls: 0.2871 loss_bbox: 0.4353 2022/11/13 22:57:26 - mmengine - INFO - Epoch(train) [4][4100/8541] lr: 2.5000e-04 eta: 1 day, 1:10:48 time: 0.3237 data_time: 0.0130 memory: 8556 loss: 0.7284 loss_cls: 0.2940 loss_bbox: 0.4343 2022/11/13 22:57:42 - mmengine - INFO - Epoch(train) [4][4150/8541] lr: 2.5000e-04 eta: 1 day, 1:10:31 time: 0.3248 data_time: 0.0134 memory: 7685 loss: 0.7152 loss_cls: 0.2763 loss_bbox: 0.4389 2022/11/13 22:57:59 - mmengine - INFO - Epoch(train) [4][4200/8541] lr: 2.5000e-04 eta: 1 day, 1:10:18 time: 0.3332 data_time: 0.0131 memory: 8408 loss: 0.6980 loss_cls: 0.2697 loss_bbox: 0.4282 2022/11/13 22:58:15 - mmengine - INFO - Epoch(train) [4][4250/8541] lr: 2.5000e-04 eta: 1 day, 1:10:02 time: 0.3276 data_time: 0.0133 memory: 7313 loss: 0.6918 loss_cls: 0.2619 loss_bbox: 0.4299 2022/11/13 22:58:31 - mmengine - INFO - Epoch(train) [4][4300/8541] lr: 2.5000e-04 eta: 1 day, 1:09:45 time: 0.3262 data_time: 0.0129 memory: 7001 loss: 0.7055 loss_cls: 0.2804 loss_bbox: 0.4251 2022/11/13 22:58:48 - mmengine - INFO - Epoch(train) [4][4350/8541] lr: 2.5000e-04 eta: 1 day, 1:09:33 time: 0.3354 data_time: 0.0130 memory: 7578 loss: 0.6791 loss_cls: 0.2523 loss_bbox: 0.4268 2022/11/13 22:58:57 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 22:59:05 - mmengine - INFO - Epoch(train) [4][4400/8541] lr: 2.5000e-04 eta: 1 day, 1:09:19 time: 0.3316 data_time: 0.0132 memory: 7640 loss: 0.6570 loss_cls: 0.2440 loss_bbox: 0.4131 2022/11/13 22:59:21 - mmengine - INFO - Epoch(train) [4][4450/8541] lr: 2.5000e-04 eta: 1 day, 1:09:07 time: 0.3340 data_time: 0.0129 memory: 9039 loss: 0.6993 loss_cls: 0.2678 loss_bbox: 0.4315 2022/11/13 22:59:37 - mmengine - INFO - Epoch(train) [4][4500/8541] lr: 2.5000e-04 eta: 1 day, 1:08:46 time: 0.3176 data_time: 0.0125 memory: 6930 loss: 0.6696 loss_cls: 0.2632 loss_bbox: 0.4063 2022/11/13 22:59:53 - mmengine - INFO - Epoch(train) [4][4550/8541] lr: 2.5000e-04 eta: 1 day, 1:08:28 time: 0.3216 data_time: 0.0126 memory: 7198 loss: 0.7230 loss_cls: 0.2855 loss_bbox: 0.4375 2022/11/13 23:00:10 - mmengine - INFO - Epoch(train) [4][4600/8541] lr: 2.5000e-04 eta: 1 day, 1:08:12 time: 0.3283 data_time: 0.0126 memory: 8679 loss: 0.7280 loss_cls: 0.2767 loss_bbox: 0.4513 2022/11/13 23:00:26 - mmengine - INFO - Epoch(train) [4][4650/8541] lr: 2.5000e-04 eta: 1 day, 1:07:55 time: 0.3238 data_time: 0.0130 memory: 7183 loss: 0.6951 loss_cls: 0.2687 loss_bbox: 0.4264 2022/11/13 23:00:43 - mmengine - INFO - Epoch(train) [4][4700/8541] lr: 2.5000e-04 eta: 1 day, 1:07:40 time: 0.3293 data_time: 0.0125 memory: 7516 loss: 0.6794 loss_cls: 0.2537 loss_bbox: 0.4257 2022/11/13 23:00:59 - mmengine - INFO - Epoch(train) [4][4750/8541] lr: 2.5000e-04 eta: 1 day, 1:07:22 time: 0.3244 data_time: 0.0126 memory: 8102 loss: 0.7021 loss_cls: 0.2716 loss_bbox: 0.4305 2022/11/13 23:01:15 - mmengine - INFO - Epoch(train) [4][4800/8541] lr: 2.5000e-04 eta: 1 day, 1:07:06 time: 0.3256 data_time: 0.0121 memory: 7672 loss: 0.6642 loss_cls: 0.2515 loss_bbox: 0.4127 2022/11/13 23:01:31 - mmengine - INFO - Epoch(train) [4][4850/8541] lr: 2.5000e-04 eta: 1 day, 1:06:46 time: 0.3192 data_time: 0.0126 memory: 6722 loss: 0.6710 loss_cls: 0.2550 loss_bbox: 0.4159 2022/11/13 23:01:47 - mmengine - INFO - Epoch(train) [4][4900/8541] lr: 2.5000e-04 eta: 1 day, 1:06:27 time: 0.3195 data_time: 0.0132 memory: 7124 loss: 0.6681 loss_cls: 0.2504 loss_bbox: 0.4177 2022/11/13 23:02:04 - mmengine - INFO - Epoch(train) [4][4950/8541] lr: 2.5000e-04 eta: 1 day, 1:06:16 time: 0.3393 data_time: 0.0155 memory: 7666 loss: 0.6663 loss_cls: 0.2492 loss_bbox: 0.4171 2022/11/13 23:02:20 - mmengine - INFO - Epoch(train) [4][5000/8541] lr: 2.5000e-04 eta: 1 day, 1:06:01 time: 0.3278 data_time: 0.0125 memory: 7502 loss: 0.7034 loss_cls: 0.2740 loss_bbox: 0.4294 2022/11/13 23:02:37 - mmengine - INFO - Epoch(train) [4][5050/8541] lr: 2.5000e-04 eta: 1 day, 1:05:47 time: 0.3321 data_time: 0.0130 memory: 8285 loss: 0.7166 loss_cls: 0.2860 loss_bbox: 0.4306 2022/11/13 23:02:53 - mmengine - INFO - Epoch(train) [4][5100/8541] lr: 2.5000e-04 eta: 1 day, 1:05:28 time: 0.3211 data_time: 0.0130 memory: 7372 loss: 0.7116 loss_cls: 0.2836 loss_bbox: 0.4281 2022/11/13 23:03:09 - mmengine - INFO - Epoch(train) [4][5150/8541] lr: 2.5000e-04 eta: 1 day, 1:05:10 time: 0.3223 data_time: 0.0131 memory: 7571 loss: 0.6700 loss_cls: 0.2549 loss_bbox: 0.4151 2022/11/13 23:03:25 - mmengine - INFO - Epoch(train) [4][5200/8541] lr: 2.5000e-04 eta: 1 day, 1:04:53 time: 0.3242 data_time: 0.0129 memory: 7232 loss: 0.6877 loss_cls: 0.2604 loss_bbox: 0.4272 2022/11/13 23:03:42 - mmengine - INFO - Epoch(train) [4][5250/8541] lr: 2.5000e-04 eta: 1 day, 1:04:36 time: 0.3257 data_time: 0.0130 memory: 8296 loss: 0.6752 loss_cls: 0.2651 loss_bbox: 0.4101 2022/11/13 23:03:58 - mmengine - INFO - Epoch(train) [4][5300/8541] lr: 2.5000e-04 eta: 1 day, 1:04:20 time: 0.3260 data_time: 0.0126 memory: 7390 loss: 0.6862 loss_cls: 0.2556 loss_bbox: 0.4306 2022/11/13 23:04:14 - mmengine - INFO - Epoch(train) [4][5350/8541] lr: 2.5000e-04 eta: 1 day, 1:04:04 time: 0.3272 data_time: 0.0126 memory: 7539 loss: 0.6763 loss_cls: 0.2534 loss_bbox: 0.4229 2022/11/13 23:04:24 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 23:04:31 - mmengine - INFO - Epoch(train) [4][5400/8541] lr: 2.5000e-04 eta: 1 day, 1:03:50 time: 0.3332 data_time: 0.0132 memory: 8021 loss: 0.6960 loss_cls: 0.2738 loss_bbox: 0.4222 2022/11/13 23:04:47 - mmengine - INFO - Epoch(train) [4][5450/8541] lr: 2.5000e-04 eta: 1 day, 1:03:34 time: 0.3264 data_time: 0.0131 memory: 7158 loss: 0.6508 loss_cls: 0.2421 loss_bbox: 0.4086 2022/11/13 23:05:04 - mmengine - INFO - Epoch(train) [4][5500/8541] lr: 2.5000e-04 eta: 1 day, 1:03:20 time: 0.3306 data_time: 0.0130 memory: 7413 loss: 0.6815 loss_cls: 0.2588 loss_bbox: 0.4227 2022/11/13 23:05:21 - mmengine - INFO - Epoch(train) [4][5550/8541] lr: 2.5000e-04 eta: 1 day, 1:03:06 time: 0.3324 data_time: 0.0131 memory: 7196 loss: 0.6764 loss_cls: 0.2534 loss_bbox: 0.4230 2022/11/13 23:05:37 - mmengine - INFO - Epoch(train) [4][5600/8541] lr: 2.5000e-04 eta: 1 day, 1:02:49 time: 0.3254 data_time: 0.0130 memory: 8187 loss: 0.7063 loss_cls: 0.2774 loss_bbox: 0.4289 2022/11/13 23:05:53 - mmengine - INFO - Epoch(train) [4][5650/8541] lr: 2.5000e-04 eta: 1 day, 1:02:34 time: 0.3285 data_time: 0.0136 memory: 8328 loss: 0.6835 loss_cls: 0.2590 loss_bbox: 0.4245 2022/11/13 23:06:09 - mmengine - INFO - Epoch(train) [4][5700/8541] lr: 2.5000e-04 eta: 1 day, 1:02:15 time: 0.3207 data_time: 0.0128 memory: 7087 loss: 0.6719 loss_cls: 0.2636 loss_bbox: 0.4082 2022/11/13 23:06:26 - mmengine - INFO - Epoch(train) [4][5750/8541] lr: 2.5000e-04 eta: 1 day, 1:01:58 time: 0.3255 data_time: 0.0131 memory: 7526 loss: 0.6976 loss_cls: 0.2730 loss_bbox: 0.4246 2022/11/13 23:06:42 - mmengine - INFO - Epoch(train) [4][5800/8541] lr: 2.5000e-04 eta: 1 day, 1:01:43 time: 0.3279 data_time: 0.0128 memory: 7808 loss: 0.6836 loss_cls: 0.2669 loss_bbox: 0.4167 2022/11/13 23:06:58 - mmengine - INFO - Epoch(train) [4][5850/8541] lr: 2.5000e-04 eta: 1 day, 1:01:25 time: 0.3242 data_time: 0.0131 memory: 6926 loss: 0.6785 loss_cls: 0.2631 loss_bbox: 0.4154 2022/11/13 23:07:15 - mmengine - INFO - Epoch(train) [4][5900/8541] lr: 2.5000e-04 eta: 1 day, 1:01:11 time: 0.3314 data_time: 0.0136 memory: 8920 loss: 0.6663 loss_cls: 0.2463 loss_bbox: 0.4200 2022/11/13 23:07:31 - mmengine - INFO - Epoch(train) [4][5950/8541] lr: 2.5000e-04 eta: 1 day, 1:00:54 time: 0.3254 data_time: 0.0132 memory: 7357 loss: 0.6676 loss_cls: 0.2561 loss_bbox: 0.4116 2022/11/13 23:07:48 - mmengine - INFO - Epoch(train) [4][6000/8541] lr: 2.5000e-04 eta: 1 day, 1:00:41 time: 0.3320 data_time: 0.0132 memory: 7243 loss: 0.6896 loss_cls: 0.2615 loss_bbox: 0.4281 2022/11/13 23:08:04 - mmengine - INFO - Epoch(train) [4][6050/8541] lr: 2.5000e-04 eta: 1 day, 1:00:24 time: 0.3260 data_time: 0.0131 memory: 7165 loss: 0.6742 loss_cls: 0.2558 loss_bbox: 0.4184 2022/11/13 23:08:21 - mmengine - INFO - Epoch(train) [4][6100/8541] lr: 2.5000e-04 eta: 1 day, 1:00:10 time: 0.3314 data_time: 0.0131 memory: 7294 loss: 0.6878 loss_cls: 0.2603 loss_bbox: 0.4275 2022/11/13 23:08:37 - mmengine - INFO - Epoch(train) [4][6150/8541] lr: 2.5000e-04 eta: 1 day, 0:59:55 time: 0.3286 data_time: 0.0134 memory: 7842 loss: 0.7135 loss_cls: 0.2858 loss_bbox: 0.4277 2022/11/13 23:08:54 - mmengine - INFO - Epoch(train) [4][6200/8541] lr: 2.5000e-04 eta: 1 day, 0:59:39 time: 0.3288 data_time: 0.0130 memory: 7609 loss: 0.6945 loss_cls: 0.2714 loss_bbox: 0.4230 2022/11/13 23:09:09 - mmengine - INFO - Epoch(train) [4][6250/8541] lr: 2.5000e-04 eta: 1 day, 0:59:19 time: 0.3184 data_time: 0.0128 memory: 6818 loss: 0.6828 loss_cls: 0.2686 loss_bbox: 0.4142 2022/11/13 23:09:26 - mmengine - INFO - Epoch(train) [4][6300/8541] lr: 2.5000e-04 eta: 1 day, 0:59:03 time: 0.3269 data_time: 0.0136 memory: 6884 loss: 0.6733 loss_cls: 0.2612 loss_bbox: 0.4121 2022/11/13 23:09:42 - mmengine - INFO - Epoch(train) [4][6350/8541] lr: 2.5000e-04 eta: 1 day, 0:58:46 time: 0.3232 data_time: 0.0133 memory: 7083 loss: 0.6636 loss_cls: 0.2510 loss_bbox: 0.4126 2022/11/13 23:09:51 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 23:09:58 - mmengine - INFO - Epoch(train) [4][6400/8541] lr: 2.5000e-04 eta: 1 day, 0:58:30 time: 0.3281 data_time: 0.0136 memory: 6866 loss: 0.6719 loss_cls: 0.2574 loss_bbox: 0.4145 2022/11/13 23:10:15 - mmengine - INFO - Epoch(train) [4][6450/8541] lr: 2.5000e-04 eta: 1 day, 0:58:13 time: 0.3251 data_time: 0.0136 memory: 7405 loss: 0.6652 loss_cls: 0.2451 loss_bbox: 0.4200 2022/11/13 23:10:31 - mmengine - INFO - Epoch(train) [4][6500/8541] lr: 2.5000e-04 eta: 1 day, 0:57:55 time: 0.3223 data_time: 0.0130 memory: 7997 loss: 0.7046 loss_cls: 0.2815 loss_bbox: 0.4231 2022/11/13 23:10:47 - mmengine - INFO - Epoch(train) [4][6550/8541] lr: 2.5000e-04 eta: 1 day, 0:57:38 time: 0.3247 data_time: 0.0126 memory: 7757 loss: 0.6860 loss_cls: 0.2533 loss_bbox: 0.4326 2022/11/13 23:11:03 - mmengine - INFO - Epoch(train) [4][6600/8541] lr: 2.5000e-04 eta: 1 day, 0:57:22 time: 0.3261 data_time: 0.0131 memory: 7149 loss: 0.6599 loss_cls: 0.2458 loss_bbox: 0.4141 2022/11/13 23:11:20 - mmengine - INFO - Epoch(train) [4][6650/8541] lr: 2.5000e-04 eta: 1 day, 0:57:06 time: 0.3274 data_time: 0.0131 memory: 8171 loss: 0.6513 loss_cls: 0.2454 loss_bbox: 0.4059 2022/11/13 23:11:36 - mmengine - INFO - Epoch(train) [4][6700/8541] lr: 2.5000e-04 eta: 1 day, 0:56:48 time: 0.3234 data_time: 0.0131 memory: 7214 loss: 0.6948 loss_cls: 0.2662 loss_bbox: 0.4286 2022/11/13 23:11:53 - mmengine - INFO - Epoch(train) [4][6750/8541] lr: 2.5000e-04 eta: 1 day, 0:56:34 time: 0.3326 data_time: 0.0132 memory: 7458 loss: 0.7061 loss_cls: 0.2764 loss_bbox: 0.4296 2022/11/13 23:12:09 - mmengine - INFO - Epoch(train) [4][6800/8541] lr: 2.5000e-04 eta: 1 day, 0:56:18 time: 0.3266 data_time: 0.0126 memory: 7826 loss: 0.6705 loss_cls: 0.2520 loss_bbox: 0.4185 2022/11/13 23:12:25 - mmengine - INFO - Epoch(train) [4][6850/8541] lr: 2.5000e-04 eta: 1 day, 0:56:00 time: 0.3225 data_time: 0.0128 memory: 7349 loss: 0.7040 loss_cls: 0.2746 loss_bbox: 0.4295 2022/11/13 23:12:41 - mmengine - INFO - Epoch(train) [4][6900/8541] lr: 2.5000e-04 eta: 1 day, 0:55:44 time: 0.3256 data_time: 0.0127 memory: 7813 loss: 0.6832 loss_cls: 0.2572 loss_bbox: 0.4260 2022/11/13 23:12:58 - mmengine - INFO - Epoch(train) [4][6950/8541] lr: 2.5000e-04 eta: 1 day, 0:55:27 time: 0.3254 data_time: 0.0123 memory: 6850 loss: 0.6400 loss_cls: 0.2364 loss_bbox: 0.4035 2022/11/13 23:13:14 - mmengine - INFO - Epoch(train) [4][7000/8541] lr: 2.5000e-04 eta: 1 day, 0:55:12 time: 0.3306 data_time: 0.0129 memory: 8016 loss: 0.6806 loss_cls: 0.2574 loss_bbox: 0.4232 2022/11/13 23:13:30 - mmengine - INFO - Epoch(train) [4][7050/8541] lr: 2.5000e-04 eta: 1 day, 0:54:53 time: 0.3193 data_time: 0.0122 memory: 7278 loss: 0.6653 loss_cls: 0.2505 loss_bbox: 0.4149 2022/11/13 23:13:47 - mmengine - INFO - Epoch(train) [4][7100/8541] lr: 2.5000e-04 eta: 1 day, 0:54:38 time: 0.3296 data_time: 0.0125 memory: 7452 loss: 0.6385 loss_cls: 0.2354 loss_bbox: 0.4030 2022/11/13 23:14:03 - mmengine - INFO - Epoch(train) [4][7150/8541] lr: 2.5000e-04 eta: 1 day, 0:54:23 time: 0.3298 data_time: 0.0125 memory: 7835 loss: 0.6742 loss_cls: 0.2521 loss_bbox: 0.4220 2022/11/13 23:14:19 - mmengine - INFO - Epoch(train) [4][7200/8541] lr: 2.5000e-04 eta: 1 day, 0:54:06 time: 0.3247 data_time: 0.0129 memory: 7196 loss: 0.6739 loss_cls: 0.2566 loss_bbox: 0.4173 2022/11/13 23:14:35 - mmengine - INFO - Epoch(train) [4][7250/8541] lr: 2.5000e-04 eta: 1 day, 0:53:47 time: 0.3206 data_time: 0.0135 memory: 7811 loss: 0.6872 loss_cls: 0.2689 loss_bbox: 0.4183 2022/11/13 23:14:52 - mmengine - INFO - Epoch(train) [4][7300/8541] lr: 2.5000e-04 eta: 1 day, 0:53:33 time: 0.3303 data_time: 0.0127 memory: 8098 loss: 0.6949 loss_cls: 0.2662 loss_bbox: 0.4287 2022/11/13 23:15:09 - mmengine - INFO - Epoch(train) [4][7350/8541] lr: 2.5000e-04 eta: 1 day, 0:53:18 time: 0.3313 data_time: 0.0131 memory: 9624 loss: 0.6878 loss_cls: 0.2625 loss_bbox: 0.4253 2022/11/13 23:15:17 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 23:15:25 - mmengine - INFO - Epoch(train) [4][7400/8541] lr: 2.5000e-04 eta: 1 day, 0:53:01 time: 0.3228 data_time: 0.0130 memory: 7610 loss: 0.6628 loss_cls: 0.2561 loss_bbox: 0.4067 2022/11/13 23:15:41 - mmengine - INFO - Epoch(train) [4][7450/8541] lr: 2.5000e-04 eta: 1 day, 0:52:42 time: 0.3213 data_time: 0.0128 memory: 7568 loss: 0.6532 loss_cls: 0.2528 loss_bbox: 0.4003 2022/11/13 23:15:57 - mmengine - INFO - Epoch(train) [4][7500/8541] lr: 2.5000e-04 eta: 1 day, 0:52:26 time: 0.3262 data_time: 0.0129 memory: 7345 loss: 0.6843 loss_cls: 0.2624 loss_bbox: 0.4220 2022/11/13 23:16:14 - mmengine - INFO - Epoch(train) [4][7550/8541] lr: 2.5000e-04 eta: 1 day, 0:52:13 time: 0.3342 data_time: 0.0128 memory: 8246 loss: 0.6899 loss_cls: 0.2630 loss_bbox: 0.4269 2022/11/13 23:16:30 - mmengine - INFO - Epoch(train) [4][7600/8541] lr: 2.5000e-04 eta: 1 day, 0:51:56 time: 0.3268 data_time: 0.0124 memory: 7313 loss: 0.6696 loss_cls: 0.2538 loss_bbox: 0.4158 2022/11/13 23:16:46 - mmengine - INFO - Epoch(train) [4][7650/8541] lr: 2.5000e-04 eta: 1 day, 0:51:38 time: 0.3224 data_time: 0.0129 memory: 7555 loss: 0.6882 loss_cls: 0.2600 loss_bbox: 0.4283 2022/11/13 23:17:03 - mmengine - INFO - Epoch(train) [4][7700/8541] lr: 2.5000e-04 eta: 1 day, 0:51:21 time: 0.3239 data_time: 0.0132 memory: 7100 loss: 0.7133 loss_cls: 0.2876 loss_bbox: 0.4257 2022/11/13 23:17:19 - mmengine - INFO - Epoch(train) [4][7750/8541] lr: 2.5000e-04 eta: 1 day, 0:51:06 time: 0.3284 data_time: 0.0128 memory: 7496 loss: 0.6662 loss_cls: 0.2584 loss_bbox: 0.4079 2022/11/13 23:17:35 - mmengine - INFO - Epoch(train) [4][7800/8541] lr: 2.5000e-04 eta: 1 day, 0:50:49 time: 0.3245 data_time: 0.0129 memory: 7181 loss: 0.6693 loss_cls: 0.2619 loss_bbox: 0.4074 2022/11/13 23:17:51 - mmengine - INFO - Epoch(train) [4][7850/8541] lr: 2.5000e-04 eta: 1 day, 0:50:31 time: 0.3240 data_time: 0.0128 memory: 7469 loss: 0.7191 loss_cls: 0.2755 loss_bbox: 0.4436 2022/11/13 23:18:08 - mmengine - INFO - Epoch(train) [4][7900/8541] lr: 2.5000e-04 eta: 1 day, 0:50:14 time: 0.3244 data_time: 0.0125 memory: 7136 loss: 0.6806 loss_cls: 0.2554 loss_bbox: 0.4252 2022/11/13 23:18:24 - mmengine - INFO - Epoch(train) [4][7950/8541] lr: 2.5000e-04 eta: 1 day, 0:49:58 time: 0.3282 data_time: 0.0130 memory: 7868 loss: 0.6830 loss_cls: 0.2623 loss_bbox: 0.4206 2022/11/13 23:18:40 - mmengine - INFO - Epoch(train) [4][8000/8541] lr: 2.5000e-04 eta: 1 day, 0:49:42 time: 0.3249 data_time: 0.0124 memory: 7409 loss: 0.6540 loss_cls: 0.2556 loss_bbox: 0.3984 2022/11/13 23:18:57 - mmengine - INFO - Epoch(train) [4][8050/8541] lr: 2.5000e-04 eta: 1 day, 0:49:28 time: 0.3327 data_time: 0.0125 memory: 8205 loss: 0.6683 loss_cls: 0.2436 loss_bbox: 0.4247 2022/11/13 23:19:13 - mmengine - INFO - Epoch(train) [4][8100/8541] lr: 2.5000e-04 eta: 1 day, 0:49:12 time: 0.3269 data_time: 0.0124 memory: 6892 loss: 0.6397 loss_cls: 0.2382 loss_bbox: 0.4015 2022/11/13 23:19:30 - mmengine - INFO - Epoch(train) [4][8150/8541] lr: 2.5000e-04 eta: 1 day, 0:48:54 time: 0.3241 data_time: 0.0124 memory: 8077 loss: 0.6766 loss_cls: 0.2531 loss_bbox: 0.4235 2022/11/13 23:19:46 - mmengine - INFO - Epoch(train) [4][8200/8541] lr: 2.5000e-04 eta: 1 day, 0:48:39 time: 0.3292 data_time: 0.0124 memory: 7621 loss: 0.6650 loss_cls: 0.2465 loss_bbox: 0.4185 2022/11/13 23:20:03 - mmengine - INFO - Epoch(train) [4][8250/8541] lr: 2.5000e-04 eta: 1 day, 0:48:25 time: 0.3304 data_time: 0.0124 memory: 7193 loss: 0.6714 loss_cls: 0.2603 loss_bbox: 0.4111 2022/11/13 23:20:19 - mmengine - INFO - Epoch(train) [4][8300/8541] lr: 2.5000e-04 eta: 1 day, 0:48:08 time: 0.3266 data_time: 0.0132 memory: 7268 loss: 0.6703 loss_cls: 0.2597 loss_bbox: 0.4106 2022/11/13 23:20:35 - mmengine - INFO - Epoch(train) [4][8350/8541] lr: 2.5000e-04 eta: 1 day, 0:47:50 time: 0.3212 data_time: 0.0129 memory: 6869 loss: 0.6935 loss_cls: 0.2694 loss_bbox: 0.4242 2022/11/13 23:20:44 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 23:20:51 - mmengine - INFO - Epoch(train) [4][8400/8541] lr: 2.5000e-04 eta: 1 day, 0:47:33 time: 0.3259 data_time: 0.0129 memory: 8038 loss: 0.6952 loss_cls: 0.2681 loss_bbox: 0.4271 2022/11/13 23:21:08 - mmengine - INFO - Epoch(train) [4][8450/8541] lr: 2.5000e-04 eta: 1 day, 0:47:16 time: 0.3237 data_time: 0.0131 memory: 7610 loss: 0.6691 loss_cls: 0.2557 loss_bbox: 0.4134 2022/11/13 23:21:24 - mmengine - INFO - Epoch(train) [4][8500/8541] lr: 2.5000e-04 eta: 1 day, 0:47:03 time: 0.3339 data_time: 0.0127 memory: 8689 loss: 0.5812 loss_cls: 0.2014 loss_bbox: 0.3798 2022/11/13 23:21:38 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 23:21:55 - mmengine - INFO - Epoch(train) [5][50/8541] lr: 2.5000e-04 eta: 1 day, 0:46:44 time: 0.3535 data_time: 0.0244 memory: 8752 loss: 0.6834 loss_cls: 0.2586 loss_bbox: 0.4249 2022/11/13 23:22:12 - mmengine - INFO - Epoch(train) [5][100/8541] lr: 2.5000e-04 eta: 1 day, 0:46:29 time: 0.3301 data_time: 0.0127 memory: 7221 loss: 0.6564 loss_cls: 0.2452 loss_bbox: 0.4113 2022/11/13 23:22:28 - mmengine - INFO - Epoch(train) [5][150/8541] lr: 2.5000e-04 eta: 1 day, 0:46:15 time: 0.3318 data_time: 0.0130 memory: 8769 loss: 0.6698 loss_cls: 0.2553 loss_bbox: 0.4145 2022/11/13 23:22:45 - mmengine - INFO - Epoch(train) [5][200/8541] lr: 2.5000e-04 eta: 1 day, 0:45:57 time: 0.3234 data_time: 0.0130 memory: 6776 loss: 0.6557 loss_cls: 0.2489 loss_bbox: 0.4068 2022/11/13 23:23:02 - mmengine - INFO - Epoch(train) [5][250/8541] lr: 2.5000e-04 eta: 1 day, 0:45:47 time: 0.3423 data_time: 0.0128 memory: 8115 loss: 0.6471 loss_cls: 0.2308 loss_bbox: 0.4163 2022/11/13 23:23:18 - mmengine - INFO - Epoch(train) [5][300/8541] lr: 2.5000e-04 eta: 1 day, 0:45:30 time: 0.3246 data_time: 0.0131 memory: 7730 loss: 0.6747 loss_cls: 0.2606 loss_bbox: 0.4141 2022/11/13 23:23:35 - mmengine - INFO - Epoch(train) [5][350/8541] lr: 2.5000e-04 eta: 1 day, 0:45:18 time: 0.3378 data_time: 0.0129 memory: 7762 loss: 0.6519 loss_cls: 0.2369 loss_bbox: 0.4150 2022/11/13 23:23:51 - mmengine - INFO - Epoch(train) [5][400/8541] lr: 2.5000e-04 eta: 1 day, 0:44:58 time: 0.3167 data_time: 0.0131 memory: 6791 loss: 0.6698 loss_cls: 0.2576 loss_bbox: 0.4122 2022/11/13 23:24:07 - mmengine - INFO - Epoch(train) [5][450/8541] lr: 2.5000e-04 eta: 1 day, 0:44:43 time: 0.3279 data_time: 0.0130 memory: 7404 loss: 0.6481 loss_cls: 0.2404 loss_bbox: 0.4077 2022/11/13 23:24:24 - mmengine - INFO - Epoch(train) [5][500/8541] lr: 2.5000e-04 eta: 1 day, 0:44:27 time: 0.3293 data_time: 0.0132 memory: 7958 loss: 0.6565 loss_cls: 0.2520 loss_bbox: 0.4045 2022/11/13 23:24:40 - mmengine - INFO - Epoch(train) [5][550/8541] lr: 2.5000e-04 eta: 1 day, 0:44:11 time: 0.3254 data_time: 0.0131 memory: 7288 loss: 0.6688 loss_cls: 0.2513 loss_bbox: 0.4175 2022/11/13 23:24:56 - mmengine - INFO - Epoch(train) [5][600/8541] lr: 2.5000e-04 eta: 1 day, 0:43:52 time: 0.3219 data_time: 0.0133 memory: 7039 loss: 0.6606 loss_cls: 0.2465 loss_bbox: 0.4141 2022/11/13 23:25:12 - mmengine - INFO - Epoch(train) [5][650/8541] lr: 2.5000e-04 eta: 1 day, 0:43:34 time: 0.3221 data_time: 0.0132 memory: 8005 loss: 0.6949 loss_cls: 0.2731 loss_bbox: 0.4218 2022/11/13 23:25:29 - mmengine - INFO - Epoch(train) [5][700/8541] lr: 2.5000e-04 eta: 1 day, 0:43:19 time: 0.3302 data_time: 0.0134 memory: 7439 loss: 0.6944 loss_cls: 0.2678 loss_bbox: 0.4266 2022/11/13 23:25:45 - mmengine - INFO - Epoch(train) [5][750/8541] lr: 2.5000e-04 eta: 1 day, 0:43:04 time: 0.3295 data_time: 0.0129 memory: 7714 loss: 0.6812 loss_cls: 0.2592 loss_bbox: 0.4220 2022/11/13 23:26:01 - mmengine - INFO - Epoch(train) [5][800/8541] lr: 2.5000e-04 eta: 1 day, 0:42:46 time: 0.3215 data_time: 0.0131 memory: 7180 loss: 0.6659 loss_cls: 0.2499 loss_bbox: 0.4160 2022/11/13 23:26:13 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 23:26:18 - mmengine - INFO - Epoch(train) [5][850/8541] lr: 2.5000e-04 eta: 1 day, 0:42:29 time: 0.3249 data_time: 0.0131 memory: 7354 loss: 0.7025 loss_cls: 0.2628 loss_bbox: 0.4397 2022/11/13 23:26:34 - mmengine - INFO - Epoch(train) [5][900/8541] lr: 2.5000e-04 eta: 1 day, 0:42:13 time: 0.3278 data_time: 0.0126 memory: 7739 loss: 0.6463 loss_cls: 0.2487 loss_bbox: 0.3977 2022/11/13 23:26:51 - mmengine - INFO - Epoch(train) [5][950/8541] lr: 2.5000e-04 eta: 1 day, 0:42:00 time: 0.3351 data_time: 0.0128 memory: 7955 loss: 0.6641 loss_cls: 0.2492 loss_bbox: 0.4149 2022/11/13 23:27:07 - mmengine - INFO - Epoch(train) [5][1000/8541] lr: 2.5000e-04 eta: 1 day, 0:41:44 time: 0.3273 data_time: 0.0120 memory: 7794 loss: 0.6565 loss_cls: 0.2438 loss_bbox: 0.4127 2022/11/13 23:27:23 - mmengine - INFO - Epoch(train) [5][1050/8541] lr: 2.5000e-04 eta: 1 day, 0:41:28 time: 0.3272 data_time: 0.0122 memory: 8069 loss: 0.6607 loss_cls: 0.2506 loss_bbox: 0.4101 2022/11/13 23:27:40 - mmengine - INFO - Epoch(train) [5][1100/8541] lr: 2.5000e-04 eta: 1 day, 0:41:10 time: 0.3207 data_time: 0.0125 memory: 6904 loss: 0.6783 loss_cls: 0.2655 loss_bbox: 0.4128 2022/11/13 23:27:56 - mmengine - INFO - Epoch(train) [5][1150/8541] lr: 2.5000e-04 eta: 1 day, 0:40:52 time: 0.3224 data_time: 0.0124 memory: 7439 loss: 0.6989 loss_cls: 0.2763 loss_bbox: 0.4226 2022/11/13 23:28:12 - mmengine - INFO - Epoch(train) [5][1200/8541] lr: 2.5000e-04 eta: 1 day, 0:40:34 time: 0.3236 data_time: 0.0122 memory: 7086 loss: 0.6776 loss_cls: 0.2591 loss_bbox: 0.4185 2022/11/13 23:28:28 - mmengine - INFO - Epoch(train) [5][1250/8541] lr: 2.5000e-04 eta: 1 day, 0:40:18 time: 0.3261 data_time: 0.0122 memory: 7496 loss: 0.6733 loss_cls: 0.2558 loss_bbox: 0.4176 2022/11/13 23:28:45 - mmengine - INFO - Epoch(train) [5][1300/8541] lr: 2.5000e-04 eta: 1 day, 0:40:03 time: 0.3306 data_time: 0.0122 memory: 8447 loss: 0.6779 loss_cls: 0.2575 loss_bbox: 0.4203 2022/11/13 23:29:01 - mmengine - INFO - Epoch(train) [5][1350/8541] lr: 2.5000e-04 eta: 1 day, 0:39:46 time: 0.3252 data_time: 0.0123 memory: 6807 loss: 0.7279 loss_cls: 0.3027 loss_bbox: 0.4252 2022/11/13 23:29:17 - mmengine - INFO - Epoch(train) [5][1400/8541] lr: 2.5000e-04 eta: 1 day, 0:39:30 time: 0.3265 data_time: 0.0123 memory: 8494 loss: 0.6288 loss_cls: 0.2330 loss_bbox: 0.3958 2022/11/13 23:29:34 - mmengine - INFO - Epoch(train) [5][1450/8541] lr: 2.5000e-04 eta: 1 day, 0:39:15 time: 0.3310 data_time: 0.0122 memory: 7490 loss: 0.6592 loss_cls: 0.2454 loss_bbox: 0.4138 2022/11/13 23:29:50 - mmengine - INFO - Epoch(train) [5][1500/8541] lr: 2.5000e-04 eta: 1 day, 0:38:59 time: 0.3267 data_time: 0.0125 memory: 7226 loss: 0.6629 loss_cls: 0.2471 loss_bbox: 0.4158 2022/11/13 23:30:06 - mmengine - INFO - Epoch(train) [5][1550/8541] lr: 2.5000e-04 eta: 1 day, 0:38:41 time: 0.3225 data_time: 0.0119 memory: 7109 loss: 0.6356 loss_cls: 0.2337 loss_bbox: 0.4019 2022/11/13 23:30:22 - mmengine - INFO - Epoch(train) [5][1600/8541] lr: 2.5000e-04 eta: 1 day, 0:38:23 time: 0.3213 data_time: 0.0120 memory: 8075 loss: 0.6419 loss_cls: 0.2375 loss_bbox: 0.4044 2022/11/13 23:30:39 - mmengine - INFO - Epoch(train) [5][1650/8541] lr: 2.5000e-04 eta: 1 day, 0:38:06 time: 0.3241 data_time: 0.0121 memory: 8032 loss: 0.6660 loss_cls: 0.2530 loss_bbox: 0.4130 2022/11/13 23:30:55 - mmengine - INFO - Epoch(train) [5][1700/8541] lr: 2.5000e-04 eta: 1 day, 0:37:47 time: 0.3187 data_time: 0.0123 memory: 7135 loss: 0.6694 loss_cls: 0.2565 loss_bbox: 0.4129 2022/11/13 23:31:11 - mmengine - INFO - Epoch(train) [5][1750/8541] lr: 2.5000e-04 eta: 1 day, 0:37:29 time: 0.3243 data_time: 0.0125 memory: 7433 loss: 0.6376 loss_cls: 0.2397 loss_bbox: 0.3979 2022/11/13 23:31:27 - mmengine - INFO - Epoch(train) [5][1800/8541] lr: 2.5000e-04 eta: 1 day, 0:37:10 time: 0.3194 data_time: 0.0130 memory: 7020 loss: 0.6897 loss_cls: 0.2676 loss_bbox: 0.4220 2022/11/13 23:31:39 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 23:31:43 - mmengine - INFO - Epoch(train) [5][1850/8541] lr: 2.5000e-04 eta: 1 day, 0:36:54 time: 0.3250 data_time: 0.0129 memory: 6993 loss: 0.6944 loss_cls: 0.2674 loss_bbox: 0.4269 2022/11/13 23:32:00 - mmengine - INFO - Epoch(train) [5][1900/8541] lr: 2.5000e-04 eta: 1 day, 0:36:39 time: 0.3301 data_time: 0.0128 memory: 7538 loss: 0.6545 loss_cls: 0.2431 loss_bbox: 0.4115 2022/11/13 23:32:16 - mmengine - INFO - Epoch(train) [5][1950/8541] lr: 2.5000e-04 eta: 1 day, 0:36:24 time: 0.3312 data_time: 0.0125 memory: 7313 loss: 0.6497 loss_cls: 0.2367 loss_bbox: 0.4131 2022/11/13 23:32:32 - mmengine - INFO - Epoch(train) [5][2000/8541] lr: 2.5000e-04 eta: 1 day, 0:36:07 time: 0.3245 data_time: 0.0129 memory: 7135 loss: 0.6518 loss_cls: 0.2376 loss_bbox: 0.4142 2022/11/13 23:32:49 - mmengine - INFO - Epoch(train) [5][2050/8541] lr: 2.5000e-04 eta: 1 day, 0:35:50 time: 0.3250 data_time: 0.0126 memory: 7060 loss: 0.6533 loss_cls: 0.2495 loss_bbox: 0.4038 2022/11/13 23:33:05 - mmengine - INFO - Epoch(train) [5][2100/8541] lr: 2.5000e-04 eta: 1 day, 0:35:32 time: 0.3224 data_time: 0.0125 memory: 7527 loss: 0.6896 loss_cls: 0.2729 loss_bbox: 0.4167 2022/11/13 23:33:21 - mmengine - INFO - Epoch(train) [5][2150/8541] lr: 2.5000e-04 eta: 1 day, 0:35:15 time: 0.3229 data_time: 0.0126 memory: 7313 loss: 0.6712 loss_cls: 0.2635 loss_bbox: 0.4077 2022/11/13 23:33:37 - mmengine - INFO - Epoch(train) [5][2200/8541] lr: 2.5000e-04 eta: 1 day, 0:34:59 time: 0.3274 data_time: 0.0125 memory: 7124 loss: 0.6782 loss_cls: 0.2632 loss_bbox: 0.4150 2022/11/13 23:33:54 - mmengine - INFO - Epoch(train) [5][2250/8541] lr: 2.5000e-04 eta: 1 day, 0:34:45 time: 0.3321 data_time: 0.0139 memory: 7888 loss: 0.6611 loss_cls: 0.2449 loss_bbox: 0.4162 2022/11/13 23:34:11 - mmengine - INFO - Epoch(train) [5][2300/8541] lr: 2.5000e-04 eta: 1 day, 0:34:30 time: 0.3300 data_time: 0.0131 memory: 7551 loss: 0.6754 loss_cls: 0.2475 loss_bbox: 0.4278 2022/11/13 23:34:27 - mmengine - INFO - Epoch(train) [5][2350/8541] lr: 2.5000e-04 eta: 1 day, 0:34:13 time: 0.3256 data_time: 0.0134 memory: 7278 loss: 0.6710 loss_cls: 0.2565 loss_bbox: 0.4145 2022/11/13 23:34:44 - mmengine - INFO - Epoch(train) [5][2400/8541] lr: 2.5000e-04 eta: 1 day, 0:34:00 time: 0.3364 data_time: 0.0134 memory: 7685 loss: 0.6653 loss_cls: 0.2530 loss_bbox: 0.4123 2022/11/13 23:35:00 - mmengine - INFO - Epoch(train) [5][2450/8541] lr: 2.5000e-04 eta: 1 day, 0:33:45 time: 0.3285 data_time: 0.0137 memory: 7206 loss: 0.6620 loss_cls: 0.2458 loss_bbox: 0.4162 2022/11/13 23:35:16 - mmengine - INFO - Epoch(train) [5][2500/8541] lr: 2.5000e-04 eta: 1 day, 0:33:27 time: 0.3230 data_time: 0.0136 memory: 7066 loss: 0.6637 loss_cls: 0.2472 loss_bbox: 0.4165 2022/11/13 23:35:33 - mmengine - INFO - Epoch(train) [5][2550/8541] lr: 2.5000e-04 eta: 1 day, 0:33:11 time: 0.3271 data_time: 0.0132 memory: 8240 loss: 0.6505 loss_cls: 0.2477 loss_bbox: 0.4028 2022/11/13 23:35:49 - mmengine - INFO - Epoch(train) [5][2600/8541] lr: 2.5000e-04 eta: 1 day, 0:32:56 time: 0.3292 data_time: 0.0130 memory: 10542 loss: 0.6668 loss_cls: 0.2578 loss_bbox: 0.4091 2022/11/13 23:36:06 - mmengine - INFO - Epoch(train) [5][2650/8541] lr: 2.5000e-04 eta: 1 day, 0:32:42 time: 0.3332 data_time: 0.0135 memory: 7664 loss: 0.6635 loss_cls: 0.2575 loss_bbox: 0.4059 2022/11/13 23:36:22 - mmengine - INFO - Epoch(train) [5][2700/8541] lr: 2.5000e-04 eta: 1 day, 0:32:26 time: 0.3268 data_time: 0.0128 memory: 7315 loss: 0.6679 loss_cls: 0.2625 loss_bbox: 0.4054 2022/11/13 23:36:38 - mmengine - INFO - Epoch(train) [5][2750/8541] lr: 2.5000e-04 eta: 1 day, 0:32:09 time: 0.3246 data_time: 0.0131 memory: 7117 loss: 0.6732 loss_cls: 0.2697 loss_bbox: 0.4035 2022/11/13 23:36:55 - mmengine - INFO - Epoch(train) [5][2800/8541] lr: 2.5000e-04 eta: 1 day, 0:31:53 time: 0.3269 data_time: 0.0132 memory: 8063 loss: 0.6545 loss_cls: 0.2425 loss_bbox: 0.4120 2022/11/13 23:37:07 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 23:37:11 - mmengine - INFO - Epoch(train) [5][2850/8541] lr: 2.5000e-04 eta: 1 day, 0:31:37 time: 0.3290 data_time: 0.0128 memory: 7533 loss: 0.6531 loss_cls: 0.2506 loss_bbox: 0.4025 2022/11/13 23:37:28 - mmengine - INFO - Epoch(train) [5][2900/8541] lr: 2.5000e-04 eta: 1 day, 0:31:21 time: 0.3269 data_time: 0.0133 memory: 7524 loss: 0.6828 loss_cls: 0.2610 loss_bbox: 0.4218 2022/11/13 23:37:44 - mmengine - INFO - Epoch(train) [5][2950/8541] lr: 2.5000e-04 eta: 1 day, 0:31:07 time: 0.3317 data_time: 0.0130 memory: 8065 loss: 0.6602 loss_cls: 0.2512 loss_bbox: 0.4090 2022/11/13 23:38:00 - mmengine - INFO - Epoch(train) [5][3000/8541] lr: 2.5000e-04 eta: 1 day, 0:30:50 time: 0.3245 data_time: 0.0134 memory: 7192 loss: 0.6514 loss_cls: 0.2444 loss_bbox: 0.4071 2022/11/13 23:38:17 - mmengine - INFO - Epoch(train) [5][3050/8541] lr: 2.5000e-04 eta: 1 day, 0:30:37 time: 0.3369 data_time: 0.0132 memory: 8924 loss: 0.6442 loss_cls: 0.2417 loss_bbox: 0.4025 2022/11/13 23:38:34 - mmengine - INFO - Epoch(train) [5][3100/8541] lr: 2.5000e-04 eta: 1 day, 0:30:21 time: 0.3268 data_time: 0.0134 memory: 7149 loss: 0.6463 loss_cls: 0.2466 loss_bbox: 0.3998 2022/11/13 23:38:50 - mmengine - INFO - Epoch(train) [5][3150/8541] lr: 2.5000e-04 eta: 1 day, 0:30:04 time: 0.3261 data_time: 0.0132 memory: 7454 loss: 0.6691 loss_cls: 0.2531 loss_bbox: 0.4160 2022/11/13 23:39:06 - mmengine - INFO - Epoch(train) [5][3200/8541] lr: 2.5000e-04 eta: 1 day, 0:29:48 time: 0.3275 data_time: 0.0135 memory: 6982 loss: 0.6820 loss_cls: 0.2570 loss_bbox: 0.4250 2022/11/13 23:39:23 - mmengine - INFO - Epoch(train) [5][3250/8541] lr: 2.5000e-04 eta: 1 day, 0:29:31 time: 0.3235 data_time: 0.0127 memory: 7372 loss: 0.6761 loss_cls: 0.2609 loss_bbox: 0.4152 2022/11/13 23:39:39 - mmengine - INFO - Epoch(train) [5][3300/8541] lr: 2.5000e-04 eta: 1 day, 0:29:14 time: 0.3236 data_time: 0.0129 memory: 6803 loss: 0.6599 loss_cls: 0.2506 loss_bbox: 0.4093 2022/11/13 23:39:55 - mmengine - INFO - Epoch(train) [5][3350/8541] lr: 2.5000e-04 eta: 1 day, 0:29:00 time: 0.3326 data_time: 0.0130 memory: 7462 loss: 0.6544 loss_cls: 0.2469 loss_bbox: 0.4075 2022/11/13 23:40:12 - mmengine - INFO - Epoch(train) [5][3400/8541] lr: 2.5000e-04 eta: 1 day, 0:28:43 time: 0.3270 data_time: 0.0128 memory: 7184 loss: 0.6726 loss_cls: 0.2521 loss_bbox: 0.4206 2022/11/13 23:40:28 - mmengine - INFO - Epoch(train) [5][3450/8541] lr: 2.5000e-04 eta: 1 day, 0:28:28 time: 0.3290 data_time: 0.0126 memory: 7095 loss: 0.6620 loss_cls: 0.2411 loss_bbox: 0.4209 2022/11/13 23:40:45 - mmengine - INFO - Epoch(train) [5][3500/8541] lr: 2.5000e-04 eta: 1 day, 0:28:12 time: 0.3271 data_time: 0.0131 memory: 7989 loss: 0.6738 loss_cls: 0.2546 loss_bbox: 0.4192 2022/11/13 23:41:01 - mmengine - INFO - Epoch(train) [5][3550/8541] lr: 2.5000e-04 eta: 1 day, 0:27:58 time: 0.3323 data_time: 0.0129 memory: 7521 loss: 0.6595 loss_cls: 0.2487 loss_bbox: 0.4108 2022/11/13 23:41:17 - mmengine - INFO - Epoch(train) [5][3600/8541] lr: 2.5000e-04 eta: 1 day, 0:27:40 time: 0.3242 data_time: 0.0131 memory: 8899 loss: 0.7048 loss_cls: 0.2792 loss_bbox: 0.4256 2022/11/13 23:41:33 - mmengine - INFO - Epoch(train) [5][3650/8541] lr: 2.5000e-04 eta: 1 day, 0:27:22 time: 0.3206 data_time: 0.0127 memory: 7468 loss: 0.6579 loss_cls: 0.2529 loss_bbox: 0.4050 2022/11/13 23:41:50 - mmengine - INFO - Epoch(train) [5][3700/8541] lr: 2.5000e-04 eta: 1 day, 0:27:05 time: 0.3255 data_time: 0.0128 memory: 7762 loss: 0.6757 loss_cls: 0.2614 loss_bbox: 0.4143 2022/11/13 23:42:06 - mmengine - INFO - Epoch(train) [5][3750/8541] lr: 2.5000e-04 eta: 1 day, 0:26:48 time: 0.3228 data_time: 0.0126 memory: 7471 loss: 0.6496 loss_cls: 0.2527 loss_bbox: 0.3969 2022/11/13 23:42:22 - mmengine - INFO - Epoch(train) [5][3800/8541] lr: 2.5000e-04 eta: 1 day, 0:26:32 time: 0.3277 data_time: 0.0128 memory: 7229 loss: 0.6431 loss_cls: 0.2430 loss_bbox: 0.4001 2022/11/13 23:42:34 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 23:42:39 - mmengine - INFO - Epoch(train) [5][3850/8541] lr: 2.5000e-04 eta: 1 day, 0:26:18 time: 0.3327 data_time: 0.0129 memory: 7576 loss: 0.6474 loss_cls: 0.2329 loss_bbox: 0.4145 2022/11/13 23:42:55 - mmengine - INFO - Epoch(train) [5][3900/8541] lr: 2.5000e-04 eta: 1 day, 0:26:02 time: 0.3282 data_time: 0.0127 memory: 8977 loss: 0.6462 loss_cls: 0.2362 loss_bbox: 0.4100 2022/11/13 23:43:12 - mmengine - INFO - Epoch(train) [5][3950/8541] lr: 2.5000e-04 eta: 1 day, 0:25:46 time: 0.3285 data_time: 0.0128 memory: 8101 loss: 0.6729 loss_cls: 0.2510 loss_bbox: 0.4219 2022/11/13 23:43:28 - mmengine - INFO - Epoch(train) [5][4000/8541] lr: 2.5000e-04 eta: 1 day, 0:25:30 time: 0.3268 data_time: 0.0129 memory: 8368 loss: 0.6794 loss_cls: 0.2571 loss_bbox: 0.4223 2022/11/13 23:43:44 - mmengine - INFO - Epoch(train) [5][4050/8541] lr: 2.5000e-04 eta: 1 day, 0:25:13 time: 0.3252 data_time: 0.0130 memory: 7446 loss: 0.6555 loss_cls: 0.2412 loss_bbox: 0.4143 2022/11/13 23:44:01 - mmengine - INFO - Epoch(train) [5][4100/8541] lr: 2.5000e-04 eta: 1 day, 0:24:58 time: 0.3293 data_time: 0.0132 memory: 8227 loss: 0.7143 loss_cls: 0.2780 loss_bbox: 0.4363 2022/11/13 23:44:17 - mmengine - INFO - Epoch(train) [5][4150/8541] lr: 2.5000e-04 eta: 1 day, 0:24:42 time: 0.3261 data_time: 0.0125 memory: 7284 loss: 0.6634 loss_cls: 0.2412 loss_bbox: 0.4221 2022/11/13 23:44:34 - mmengine - INFO - Epoch(train) [5][4200/8541] lr: 2.5000e-04 eta: 1 day, 0:24:27 time: 0.3304 data_time: 0.0128 memory: 8005 loss: 0.6699 loss_cls: 0.2502 loss_bbox: 0.4197 2022/11/13 23:44:50 - mmengine - INFO - Epoch(train) [5][4250/8541] lr: 2.5000e-04 eta: 1 day, 0:24:09 time: 0.3236 data_time: 0.0128 memory: 7371 loss: 0.7097 loss_cls: 0.2777 loss_bbox: 0.4320 2022/11/13 23:45:07 - mmengine - INFO - Epoch(train) [5][4300/8541] lr: 2.5000e-04 eta: 1 day, 0:23:54 time: 0.3309 data_time: 0.0128 memory: 7776 loss: 0.6597 loss_cls: 0.2407 loss_bbox: 0.4191 2022/11/13 23:45:23 - mmengine - INFO - Epoch(train) [5][4350/8541] lr: 2.5000e-04 eta: 1 day, 0:23:39 time: 0.3284 data_time: 0.0127 memory: 7696 loss: 0.6801 loss_cls: 0.2576 loss_bbox: 0.4224 2022/11/13 23:45:40 - mmengine - INFO - Epoch(train) [5][4400/8541] lr: 2.5000e-04 eta: 1 day, 0:23:24 time: 0.3304 data_time: 0.0126 memory: 7816 loss: 0.6692 loss_cls: 0.2569 loss_bbox: 0.4123 2022/11/13 23:45:56 - mmengine - INFO - Epoch(train) [5][4450/8541] lr: 2.5000e-04 eta: 1 day, 0:23:07 time: 0.3258 data_time: 0.0126 memory: 7027 loss: 0.6813 loss_cls: 0.2679 loss_bbox: 0.4134 2022/11/13 23:46:12 - mmengine - INFO - Epoch(train) [5][4500/8541] lr: 2.5000e-04 eta: 1 day, 0:22:51 time: 0.3254 data_time: 0.0126 memory: 8601 loss: 0.6221 loss_cls: 0.2249 loss_bbox: 0.3972 2022/11/13 23:46:28 - mmengine - INFO - Epoch(train) [5][4550/8541] lr: 2.5000e-04 eta: 1 day, 0:22:32 time: 0.3201 data_time: 0.0131 memory: 7336 loss: 0.6452 loss_cls: 0.2442 loss_bbox: 0.4010 2022/11/13 23:46:44 - mmengine - INFO - Epoch(train) [5][4600/8541] lr: 2.5000e-04 eta: 1 day, 0:22:16 time: 0.3267 data_time: 0.0129 memory: 7699 loss: 0.6510 loss_cls: 0.2430 loss_bbox: 0.4080 2022/11/13 23:47:01 - mmengine - INFO - Epoch(train) [5][4650/8541] lr: 2.5000e-04 eta: 1 day, 0:22:03 time: 0.3368 data_time: 0.0129 memory: 8412 loss: 0.6185 loss_cls: 0.2174 loss_bbox: 0.4011 2022/11/13 23:47:18 - mmengine - INFO - Epoch(train) [5][4700/8541] lr: 2.5000e-04 eta: 1 day, 0:21:47 time: 0.3277 data_time: 0.0130 memory: 7094 loss: 0.6445 loss_cls: 0.2395 loss_bbox: 0.4051 2022/11/13 23:47:34 - mmengine - INFO - Epoch(train) [5][4750/8541] lr: 2.5000e-04 eta: 1 day, 0:21:32 time: 0.3306 data_time: 0.0130 memory: 7905 loss: 0.6754 loss_cls: 0.2548 loss_bbox: 0.4206 2022/11/13 23:47:51 - mmengine - INFO - Epoch(train) [5][4800/8541] lr: 2.5000e-04 eta: 1 day, 0:21:17 time: 0.3312 data_time: 0.0130 memory: 7419 loss: 0.6331 loss_cls: 0.2312 loss_bbox: 0.4019 2022/11/13 23:48:03 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 23:48:07 - mmengine - INFO - Epoch(train) [5][4850/8541] lr: 2.5000e-04 eta: 1 day, 0:21:00 time: 0.3237 data_time: 0.0131 memory: 6945 loss: 0.6827 loss_cls: 0.2654 loss_bbox: 0.4173 2022/11/13 23:48:23 - mmengine - INFO - Epoch(train) [5][4900/8541] lr: 2.5000e-04 eta: 1 day, 0:20:42 time: 0.3222 data_time: 0.0127 memory: 7130 loss: 0.6663 loss_cls: 0.2471 loss_bbox: 0.4193 2022/11/13 23:48:40 - mmengine - INFO - Epoch(train) [5][4950/8541] lr: 2.5000e-04 eta: 1 day, 0:20:28 time: 0.3339 data_time: 0.0128 memory: 8339 loss: 0.6737 loss_cls: 0.2540 loss_bbox: 0.4197 2022/11/13 23:48:56 - mmengine - INFO - Epoch(train) [5][5000/8541] lr: 2.5000e-04 eta: 1 day, 0:20:12 time: 0.3249 data_time: 0.0127 memory: 7231 loss: 0.7127 loss_cls: 0.2898 loss_bbox: 0.4230 2022/11/13 23:49:13 - mmengine - INFO - Epoch(train) [5][5050/8541] lr: 2.5000e-04 eta: 1 day, 0:19:57 time: 0.3308 data_time: 0.0125 memory: 7392 loss: 0.6613 loss_cls: 0.2452 loss_bbox: 0.4160 2022/11/13 23:49:29 - mmengine - INFO - Epoch(train) [5][5100/8541] lr: 2.5000e-04 eta: 1 day, 0:19:42 time: 0.3314 data_time: 0.0133 memory: 8225 loss: 0.6585 loss_cls: 0.2513 loss_bbox: 0.4072 2022/11/13 23:49:46 - mmengine - INFO - Epoch(train) [5][5150/8541] lr: 2.5000e-04 eta: 1 day, 0:19:26 time: 0.3276 data_time: 0.0134 memory: 7966 loss: 0.6348 loss_cls: 0.2383 loss_bbox: 0.3965 2022/11/13 23:50:02 - mmengine - INFO - Epoch(train) [5][5200/8541] lr: 2.5000e-04 eta: 1 day, 0:19:12 time: 0.3335 data_time: 0.0131 memory: 7848 loss: 0.6805 loss_cls: 0.2599 loss_bbox: 0.4205 2022/11/13 23:50:19 - mmengine - INFO - Epoch(train) [5][5250/8541] lr: 2.5000e-04 eta: 1 day, 0:18:56 time: 0.3272 data_time: 0.0133 memory: 8869 loss: 0.6532 loss_cls: 0.2517 loss_bbox: 0.4015 2022/11/13 23:50:35 - mmengine - INFO - Epoch(train) [5][5300/8541] lr: 2.5000e-04 eta: 1 day, 0:18:38 time: 0.3223 data_time: 0.0134 memory: 7164 loss: 0.6632 loss_cls: 0.2555 loss_bbox: 0.4076 2022/11/13 23:50:51 - mmengine - INFO - Epoch(train) [5][5350/8541] lr: 2.5000e-04 eta: 1 day, 0:18:21 time: 0.3251 data_time: 0.0131 memory: 7408 loss: 0.6623 loss_cls: 0.2511 loss_bbox: 0.4112 2022/11/13 23:51:07 - mmengine - INFO - Epoch(train) [5][5400/8541] lr: 2.5000e-04 eta: 1 day, 0:18:05 time: 0.3259 data_time: 0.0132 memory: 7431 loss: 0.6634 loss_cls: 0.2515 loss_bbox: 0.4119 2022/11/13 23:51:24 - mmengine - INFO - Epoch(train) [5][5450/8541] lr: 2.5000e-04 eta: 1 day, 0:17:49 time: 0.3276 data_time: 0.0129 memory: 8392 loss: 0.6274 loss_cls: 0.2312 loss_bbox: 0.3963 2022/11/13 23:51:40 - mmengine - INFO - Epoch(train) [5][5500/8541] lr: 2.5000e-04 eta: 1 day, 0:17:32 time: 0.3247 data_time: 0.0132 memory: 7457 loss: 0.6464 loss_cls: 0.2353 loss_bbox: 0.4111 2022/11/13 23:51:57 - mmengine - INFO - Epoch(train) [5][5550/8541] lr: 2.5000e-04 eta: 1 day, 0:17:16 time: 0.3279 data_time: 0.0129 memory: 8137 loss: 0.6661 loss_cls: 0.2556 loss_bbox: 0.4105 2022/11/13 23:52:13 - mmengine - INFO - Epoch(train) [5][5600/8541] lr: 2.5000e-04 eta: 1 day, 0:17:00 time: 0.3272 data_time: 0.0129 memory: 8160 loss: 0.6333 loss_cls: 0.2382 loss_bbox: 0.3951 2022/11/13 23:52:30 - mmengine - INFO - Epoch(train) [5][5650/8541] lr: 2.5000e-04 eta: 1 day, 0:16:46 time: 0.3323 data_time: 0.0127 memory: 8347 loss: 0.6958 loss_cls: 0.2699 loss_bbox: 0.4258 2022/11/13 23:52:46 - mmengine - INFO - Epoch(train) [5][5700/8541] lr: 2.5000e-04 eta: 1 day, 0:16:28 time: 0.3244 data_time: 0.0129 memory: 6929 loss: 0.7407 loss_cls: 0.3316 loss_bbox: 0.4090 2022/11/13 23:53:02 - mmengine - INFO - Epoch(train) [5][5750/8541] lr: 2.5000e-04 eta: 1 day, 0:16:11 time: 0.3230 data_time: 0.0126 memory: 7812 loss: 0.6936 loss_cls: 0.2878 loss_bbox: 0.4058 2022/11/13 23:53:18 - mmengine - INFO - Epoch(train) [5][5800/8541] lr: 2.5000e-04 eta: 1 day, 0:15:56 time: 0.3293 data_time: 0.0130 memory: 7840 loss: 0.7049 loss_cls: 0.2751 loss_bbox: 0.4298 2022/11/13 23:53:30 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 23:53:35 - mmengine - INFO - Epoch(train) [5][5850/8541] lr: 2.5000e-04 eta: 1 day, 0:15:40 time: 0.3289 data_time: 0.0129 memory: 7211 loss: 0.6947 loss_cls: 0.2784 loss_bbox: 0.4163 2022/11/13 23:53:51 - mmengine - INFO - Epoch(train) [5][5900/8541] lr: 2.5000e-04 eta: 1 day, 0:15:24 time: 0.3275 data_time: 0.0130 memory: 7611 loss: 0.6165 loss_cls: 0.2235 loss_bbox: 0.3930 2022/11/13 23:54:07 - mmengine - INFO - Epoch(train) [5][5950/8541] lr: 2.5000e-04 eta: 1 day, 0:15:07 time: 0.3233 data_time: 0.0130 memory: 7510 loss: 0.6399 loss_cls: 0.2420 loss_bbox: 0.3978 2022/11/13 23:54:24 - mmengine - INFO - Epoch(train) [5][6000/8541] lr: 2.5000e-04 eta: 1 day, 0:14:49 time: 0.3233 data_time: 0.0127 memory: 7385 loss: 0.6565 loss_cls: 0.2513 loss_bbox: 0.4052 2022/11/13 23:54:40 - mmengine - INFO - Epoch(train) [5][6050/8541] lr: 2.5000e-04 eta: 1 day, 0:14:33 time: 0.3273 data_time: 0.0128 memory: 7587 loss: 0.6444 loss_cls: 0.2465 loss_bbox: 0.3980 2022/11/13 23:54:56 - mmengine - INFO - Epoch(train) [5][6100/8541] lr: 2.5000e-04 eta: 1 day, 0:14:17 time: 0.3261 data_time: 0.0122 memory: 7114 loss: 0.6759 loss_cls: 0.2845 loss_bbox: 0.3913 2022/11/13 23:55:13 - mmengine - INFO - Epoch(train) [5][6150/8541] lr: 2.5000e-04 eta: 1 day, 0:14:02 time: 0.3305 data_time: 0.0120 memory: 7131 loss: 0.6912 loss_cls: 0.2645 loss_bbox: 0.4266 2022/11/13 23:55:30 - mmengine - INFO - Epoch(train) [5][6200/8541] lr: 2.5000e-04 eta: 1 day, 0:13:47 time: 0.3330 data_time: 0.0124 memory: 7879 loss: 0.6369 loss_cls: 0.2332 loss_bbox: 0.4037 2022/11/13 23:55:46 - mmengine - INFO - Epoch(train) [5][6250/8541] lr: 2.5000e-04 eta: 1 day, 0:13:34 time: 0.3360 data_time: 0.0123 memory: 8665 loss: 0.6663 loss_cls: 0.2457 loss_bbox: 0.4206 2022/11/13 23:56:03 - mmengine - INFO - Epoch(train) [5][6300/8541] lr: 2.5000e-04 eta: 1 day, 0:13:17 time: 0.3247 data_time: 0.0124 memory: 8179 loss: 0.6496 loss_cls: 0.2457 loss_bbox: 0.4040 2022/11/13 23:56:19 - mmengine - INFO - Epoch(train) [5][6350/8541] lr: 2.5000e-04 eta: 1 day, 0:13:00 time: 0.3245 data_time: 0.0120 memory: 6932 loss: 0.6567 loss_cls: 0.2454 loss_bbox: 0.4113 2022/11/13 23:56:35 - mmengine - INFO - Epoch(train) [5][6400/8541] lr: 2.5000e-04 eta: 1 day, 0:12:45 time: 0.3291 data_time: 0.0123 memory: 7565 loss: 0.6257 loss_cls: 0.2258 loss_bbox: 0.3998 2022/11/13 23:56:52 - mmengine - INFO - Epoch(train) [5][6450/8541] lr: 2.5000e-04 eta: 1 day, 0:12:29 time: 0.3295 data_time: 0.0121 memory: 6964 loss: 0.6440 loss_cls: 0.2337 loss_bbox: 0.4104 2022/11/13 23:57:08 - mmengine - INFO - Epoch(train) [5][6500/8541] lr: 2.5000e-04 eta: 1 day, 0:12:12 time: 0.3248 data_time: 0.0118 memory: 8754 loss: 0.6666 loss_cls: 0.2506 loss_bbox: 0.4161 2022/11/13 23:57:24 - mmengine - INFO - Epoch(train) [5][6550/8541] lr: 2.5000e-04 eta: 1 day, 0:11:56 time: 0.3259 data_time: 0.0123 memory: 7800 loss: 0.6732 loss_cls: 0.2473 loss_bbox: 0.4260 2022/11/13 23:57:40 - mmengine - INFO - Epoch(train) [5][6600/8541] lr: 2.5000e-04 eta: 1 day, 0:11:38 time: 0.3219 data_time: 0.0123 memory: 7598 loss: 0.6527 loss_cls: 0.2455 loss_bbox: 0.4072 2022/11/13 23:57:57 - mmengine - INFO - Epoch(train) [5][6650/8541] lr: 2.5000e-04 eta: 1 day, 0:11:22 time: 0.3274 data_time: 0.0128 memory: 7318 loss: 0.6467 loss_cls: 0.2386 loss_bbox: 0.4081 2022/11/13 23:58:14 - mmengine - INFO - Epoch(train) [5][6700/8541] lr: 2.5000e-04 eta: 1 day, 0:11:08 time: 0.3331 data_time: 0.0128 memory: 8877 loss: 0.6394 loss_cls: 0.2369 loss_bbox: 0.4025 2022/11/13 23:58:30 - mmengine - INFO - Epoch(train) [5][6750/8541] lr: 2.5000e-04 eta: 1 day, 0:10:53 time: 0.3298 data_time: 0.0127 memory: 8686 loss: 0.6499 loss_cls: 0.2452 loss_bbox: 0.4047 2022/11/13 23:58:47 - mmengine - INFO - Epoch(train) [5][6800/8541] lr: 2.5000e-04 eta: 1 day, 0:10:37 time: 0.3298 data_time: 0.0126 memory: 7211 loss: 0.6509 loss_cls: 0.2309 loss_bbox: 0.4200 2022/11/13 23:58:58 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/13 23:59:03 - mmengine - INFO - Epoch(train) [5][6850/8541] lr: 2.5000e-04 eta: 1 day, 0:10:21 time: 0.3262 data_time: 0.0127 memory: 7141 loss: 0.6239 loss_cls: 0.2291 loss_bbox: 0.3948 2022/11/13 23:59:19 - mmengine - INFO - Epoch(train) [5][6900/8541] lr: 2.5000e-04 eta: 1 day, 0:10:03 time: 0.3220 data_time: 0.0124 memory: 8857 loss: 0.6565 loss_cls: 0.2513 loss_bbox: 0.4052 2022/11/13 23:59:35 - mmengine - INFO - Epoch(train) [5][6950/8541] lr: 2.5000e-04 eta: 1 day, 0:09:46 time: 0.3243 data_time: 0.0128 memory: 7180 loss: 0.6670 loss_cls: 0.2530 loss_bbox: 0.4140 2022/11/13 23:59:52 - mmengine - INFO - Epoch(train) [5][7000/8541] lr: 2.5000e-04 eta: 1 day, 0:09:31 time: 0.3304 data_time: 0.0130 memory: 8564 loss: 0.6493 loss_cls: 0.2451 loss_bbox: 0.4042 2022/11/14 00:00:08 - mmengine - INFO - Epoch(train) [5][7050/8541] lr: 2.5000e-04 eta: 1 day, 0:09:14 time: 0.3263 data_time: 0.0133 memory: 7097 loss: 0.6359 loss_cls: 0.2381 loss_bbox: 0.3978 2022/11/14 00:00:24 - mmengine - INFO - Epoch(train) [5][7100/8541] lr: 2.5000e-04 eta: 1 day, 0:08:58 time: 0.3266 data_time: 0.0134 memory: 7846 loss: 0.6391 loss_cls: 0.2363 loss_bbox: 0.4028 2022/11/14 00:00:41 - mmengine - INFO - Epoch(train) [5][7150/8541] lr: 2.5000e-04 eta: 1 day, 0:08:45 time: 0.3364 data_time: 0.0134 memory: 7583 loss: 0.6317 loss_cls: 0.2300 loss_bbox: 0.4017 2022/11/14 00:00:58 - mmengine - INFO - Epoch(train) [5][7200/8541] lr: 2.5000e-04 eta: 1 day, 0:08:30 time: 0.3307 data_time: 0.0131 memory: 7818 loss: 0.6481 loss_cls: 0.2364 loss_bbox: 0.4117 2022/11/14 00:01:14 - mmengine - INFO - Epoch(train) [5][7250/8541] lr: 2.5000e-04 eta: 1 day, 0:08:13 time: 0.3257 data_time: 0.0131 memory: 7416 loss: 0.6767 loss_cls: 0.2628 loss_bbox: 0.4139 2022/11/14 00:01:30 - mmengine - INFO - Epoch(train) [5][7300/8541] lr: 2.5000e-04 eta: 1 day, 0:07:57 time: 0.3268 data_time: 0.0130 memory: 7516 loss: 0.6531 loss_cls: 0.2508 loss_bbox: 0.4022 2022/11/14 00:01:47 - mmengine - INFO - Epoch(train) [5][7350/8541] lr: 2.5000e-04 eta: 1 day, 0:07:39 time: 0.3208 data_time: 0.0126 memory: 7164 loss: 0.6522 loss_cls: 0.2449 loss_bbox: 0.4073 2022/11/14 00:02:03 - mmengine - INFO - Epoch(train) [5][7400/8541] lr: 2.5000e-04 eta: 1 day, 0:07:23 time: 0.3280 data_time: 0.0127 memory: 8167 loss: 0.6830 loss_cls: 0.2639 loss_bbox: 0.4191 2022/11/14 00:02:19 - mmengine - INFO - Epoch(train) [5][7450/8541] lr: 2.5000e-04 eta: 1 day, 0:07:05 time: 0.3222 data_time: 0.0122 memory: 7613 loss: 0.6654 loss_cls: 0.2535 loss_bbox: 0.4119 2022/11/14 00:02:35 - mmengine - INFO - Epoch(train) [5][7500/8541] lr: 2.5000e-04 eta: 1 day, 0:06:49 time: 0.3259 data_time: 0.0124 memory: 7590 loss: 0.6557 loss_cls: 0.2397 loss_bbox: 0.4160 2022/11/14 00:02:52 - mmengine - INFO - Epoch(train) [5][7550/8541] lr: 2.5000e-04 eta: 1 day, 0:06:33 time: 0.3283 data_time: 0.0125 memory: 8406 loss: 0.6457 loss_cls: 0.2365 loss_bbox: 0.4092 2022/11/14 00:03:09 - mmengine - INFO - Epoch(train) [5][7600/8541] lr: 2.5000e-04 eta: 1 day, 0:06:19 time: 0.3353 data_time: 0.0139 memory: 7521 loss: 0.6581 loss_cls: 0.2374 loss_bbox: 0.4207 2022/11/14 00:03:25 - mmengine - INFO - Epoch(train) [5][7650/8541] lr: 2.5000e-04 eta: 1 day, 0:06:04 time: 0.3281 data_time: 0.0124 memory: 7341 loss: 0.6458 loss_cls: 0.2421 loss_bbox: 0.4037 2022/11/14 00:03:41 - mmengine - INFO - Epoch(train) [5][7700/8541] lr: 2.5000e-04 eta: 1 day, 0:05:48 time: 0.3282 data_time: 0.0123 memory: 7071 loss: 0.6296 loss_cls: 0.2320 loss_bbox: 0.3975 2022/11/14 00:03:58 - mmengine - INFO - Epoch(train) [5][7750/8541] lr: 2.5000e-04 eta: 1 day, 0:05:31 time: 0.3237 data_time: 0.0126 memory: 7129 loss: 0.6560 loss_cls: 0.2480 loss_bbox: 0.4080 2022/11/14 00:04:14 - mmengine - INFO - Epoch(train) [5][7800/8541] lr: 2.5000e-04 eta: 1 day, 0:05:15 time: 0.3290 data_time: 0.0124 memory: 9021 loss: 0.6707 loss_cls: 0.2514 loss_bbox: 0.4194 2022/11/14 00:04:26 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 00:04:31 - mmengine - INFO - Epoch(train) [5][7850/8541] lr: 2.5000e-04 eta: 1 day, 0:05:01 time: 0.3347 data_time: 0.0123 memory: 8525 loss: 0.6430 loss_cls: 0.2355 loss_bbox: 0.4075 2022/11/14 00:04:48 - mmengine - INFO - Epoch(train) [5][7900/8541] lr: 2.5000e-04 eta: 1 day, 0:04:47 time: 0.3344 data_time: 0.0122 memory: 7770 loss: 0.6389 loss_cls: 0.2279 loss_bbox: 0.4110 2022/11/14 00:05:04 - mmengine - INFO - Epoch(train) [5][7950/8541] lr: 2.5000e-04 eta: 1 day, 0:04:30 time: 0.3226 data_time: 0.0122 memory: 6865 loss: 0.6161 loss_cls: 0.2279 loss_bbox: 0.3882 2022/11/14 00:05:20 - mmengine - INFO - Epoch(train) [5][8000/8541] lr: 2.5000e-04 eta: 1 day, 0:04:13 time: 0.3240 data_time: 0.0121 memory: 8116 loss: 0.6701 loss_cls: 0.2697 loss_bbox: 0.4004 2022/11/14 00:05:36 - mmengine - INFO - Epoch(train) [5][8050/8541] lr: 2.5000e-04 eta: 1 day, 0:03:56 time: 0.3258 data_time: 0.0124 memory: 6899 loss: 0.6456 loss_cls: 0.2432 loss_bbox: 0.4024 2022/11/14 00:05:53 - mmengine - INFO - Epoch(train) [5][8100/8541] lr: 2.5000e-04 eta: 1 day, 0:03:41 time: 0.3324 data_time: 0.0125 memory: 8008 loss: 0.6373 loss_cls: 0.2340 loss_bbox: 0.4033 2022/11/14 00:06:09 - mmengine - INFO - Epoch(train) [5][8150/8541] lr: 2.5000e-04 eta: 1 day, 0:03:26 time: 0.3304 data_time: 0.0129 memory: 7850 loss: 0.6487 loss_cls: 0.2338 loss_bbox: 0.4150 2022/11/14 00:06:26 - mmengine - INFO - Epoch(train) [5][8200/8541] lr: 2.5000e-04 eta: 1 day, 0:03:10 time: 0.3263 data_time: 0.0125 memory: 7792 loss: 0.6886 loss_cls: 0.2627 loss_bbox: 0.4258 2022/11/14 00:06:43 - mmengine - INFO - Epoch(train) [5][8250/8541] lr: 2.5000e-04 eta: 1 day, 0:02:56 time: 0.3345 data_time: 0.0130 memory: 9054 loss: 0.6796 loss_cls: 0.2783 loss_bbox: 0.4014 2022/11/14 00:06:58 - mmengine - INFO - Epoch(train) [5][8300/8541] lr: 2.5000e-04 eta: 1 day, 0:02:37 time: 0.3188 data_time: 0.0132 memory: 6907 loss: 0.6573 loss_cls: 0.2649 loss_bbox: 0.3923 2022/11/14 00:07:15 - mmengine - INFO - Epoch(train) [5][8350/8541] lr: 2.5000e-04 eta: 1 day, 0:02:20 time: 0.3246 data_time: 0.0129 memory: 7234 loss: 0.6572 loss_cls: 0.2490 loss_bbox: 0.4082 2022/11/14 00:07:31 - mmengine - INFO - Epoch(train) [5][8400/8541] lr: 2.5000e-04 eta: 1 day, 0:02:04 time: 0.3277 data_time: 0.0129 memory: 7499 loss: 0.6432 loss_cls: 0.2329 loss_bbox: 0.4103 2022/11/14 00:07:48 - mmengine - INFO - Epoch(train) [5][8450/8541] lr: 2.5000e-04 eta: 1 day, 0:01:48 time: 0.3283 data_time: 0.0131 memory: 7222 loss: 0.6665 loss_cls: 0.2483 loss_bbox: 0.4182 2022/11/14 00:08:04 - mmengine - INFO - Epoch(train) [5][8500/8541] lr: 2.5000e-04 eta: 1 day, 0:01:35 time: 0.3347 data_time: 0.0126 memory: 7701 loss: 0.6550 loss_cls: 0.2356 loss_bbox: 0.4194 2022/11/14 00:08:18 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 00:08:35 - mmengine - INFO - Epoch(train) [6][50/8541] lr: 2.5000e-04 eta: 1 day, 0:01:08 time: 0.3392 data_time: 0.0266 memory: 7628 loss: 0.6481 loss_cls: 0.2402 loss_bbox: 0.4079 2022/11/14 00:08:51 - mmengine - INFO - Epoch(train) [6][100/8541] lr: 2.5000e-04 eta: 1 day, 0:00:51 time: 0.3266 data_time: 0.0122 memory: 7137 loss: 0.6423 loss_cls: 0.2313 loss_bbox: 0.4110 2022/11/14 00:09:07 - mmengine - INFO - Epoch(train) [6][150/8541] lr: 2.5000e-04 eta: 1 day, 0:00:34 time: 0.3249 data_time: 0.0124 memory: 7234 loss: 0.6162 loss_cls: 0.2290 loss_bbox: 0.3872 2022/11/14 00:09:23 - mmengine - INFO - Epoch(train) [6][200/8541] lr: 2.5000e-04 eta: 1 day, 0:00:16 time: 0.3215 data_time: 0.0126 memory: 8563 loss: 0.6718 loss_cls: 0.2628 loss_bbox: 0.4090 2022/11/14 00:09:39 - mmengine - INFO - Epoch(train) [6][250/8541] lr: 2.5000e-04 eta: 23:59:59 time: 0.3234 data_time: 0.0128 memory: 7456 loss: 0.6725 loss_cls: 0.2699 loss_bbox: 0.4025 2022/11/14 00:09:55 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 00:09:56 - mmengine - INFO - Epoch(train) [6][300/8541] lr: 2.5000e-04 eta: 23:59:47 time: 0.3416 data_time: 0.0126 memory: 8056 loss: 0.6703 loss_cls: 0.2488 loss_bbox: 0.4214 2022/11/14 00:10:13 - mmengine - INFO - Epoch(train) [6][350/8541] lr: 2.5000e-04 eta: 23:59:33 time: 0.3320 data_time: 0.0126 memory: 7871 loss: 0.6443 loss_cls: 0.2386 loss_bbox: 0.4056 2022/11/14 00:10:30 - mmengine - INFO - Epoch(train) [6][400/8541] lr: 2.5000e-04 eta: 23:59:18 time: 0.3319 data_time: 0.0125 memory: 8230 loss: 0.6575 loss_cls: 0.2616 loss_bbox: 0.3959 2022/11/14 00:10:46 - mmengine - INFO - Epoch(train) [6][450/8541] lr: 2.5000e-04 eta: 23:58:59 time: 0.3182 data_time: 0.0125 memory: 6806 loss: 0.6665 loss_cls: 0.2667 loss_bbox: 0.3997 2022/11/14 00:11:02 - mmengine - INFO - Epoch(train) [6][500/8541] lr: 2.5000e-04 eta: 23:58:44 time: 0.3295 data_time: 0.0123 memory: 7515 loss: 0.6571 loss_cls: 0.2527 loss_bbox: 0.4044 2022/11/14 00:11:18 - mmengine - INFO - Epoch(train) [6][550/8541] lr: 2.5000e-04 eta: 23:58:27 time: 0.3265 data_time: 0.0125 memory: 7914 loss: 0.6512 loss_cls: 0.2447 loss_bbox: 0.4065 2022/11/14 00:11:35 - mmengine - INFO - Epoch(train) [6][600/8541] lr: 2.5000e-04 eta: 23:58:13 time: 0.3331 data_time: 0.0124 memory: 8142 loss: 0.6704 loss_cls: 0.2588 loss_bbox: 0.4116 2022/11/14 00:11:51 - mmengine - INFO - Epoch(train) [6][650/8541] lr: 2.5000e-04 eta: 23:57:55 time: 0.3209 data_time: 0.0124 memory: 8444 loss: 0.6383 loss_cls: 0.2416 loss_bbox: 0.3968 2022/11/14 00:12:07 - mmengine - INFO - Epoch(train) [6][700/8541] lr: 2.5000e-04 eta: 23:57:37 time: 0.3221 data_time: 0.0129 memory: 8014 loss: 0.6414 loss_cls: 0.2410 loss_bbox: 0.4003 2022/11/14 00:12:24 - mmengine - INFO - Epoch(train) [6][750/8541] lr: 2.5000e-04 eta: 23:57:23 time: 0.3342 data_time: 0.0124 memory: 8074 loss: 0.6571 loss_cls: 0.2402 loss_bbox: 0.4169 2022/11/14 00:12:40 - mmengine - INFO - Epoch(train) [6][800/8541] lr: 2.5000e-04 eta: 23:57:06 time: 0.3232 data_time: 0.0124 memory: 7124 loss: 0.6375 loss_cls: 0.2386 loss_bbox: 0.3989 2022/11/14 00:12:56 - mmengine - INFO - Epoch(train) [6][850/8541] lr: 2.5000e-04 eta: 23:56:48 time: 0.3236 data_time: 0.0127 memory: 8198 loss: 0.6304 loss_cls: 0.2360 loss_bbox: 0.3944 2022/11/14 00:13:13 - mmengine - INFO - Epoch(train) [6][900/8541] lr: 2.5000e-04 eta: 23:56:31 time: 0.3238 data_time: 0.0124 memory: 7177 loss: 0.6579 loss_cls: 0.2480 loss_bbox: 0.4099 2022/11/14 00:13:29 - mmengine - INFO - Epoch(train) [6][950/8541] lr: 2.5000e-04 eta: 23:56:15 time: 0.3266 data_time: 0.0126 memory: 7196 loss: 0.6439 loss_cls: 0.2433 loss_bbox: 0.4007 2022/11/14 00:13:45 - mmengine - INFO - Epoch(train) [6][1000/8541] lr: 2.5000e-04 eta: 23:55:59 time: 0.3268 data_time: 0.0128 memory: 8404 loss: 0.6699 loss_cls: 0.2571 loss_bbox: 0.4128 2022/11/14 00:14:02 - mmengine - INFO - Epoch(train) [6][1050/8541] lr: 2.5000e-04 eta: 23:55:44 time: 0.3318 data_time: 0.0128 memory: 7413 loss: 0.6365 loss_cls: 0.2347 loss_bbox: 0.4018 2022/11/14 00:14:18 - mmengine - INFO - Epoch(train) [6][1100/8541] lr: 2.5000e-04 eta: 23:55:28 time: 0.3266 data_time: 0.0128 memory: 7676 loss: 0.6547 loss_cls: 0.2544 loss_bbox: 0.4003 2022/11/14 00:14:35 - mmengine - INFO - Epoch(train) [6][1150/8541] lr: 2.5000e-04 eta: 23:55:11 time: 0.3267 data_time: 0.0125 memory: 7112 loss: 0.6496 loss_cls: 0.2495 loss_bbox: 0.4001 2022/11/14 00:14:51 - mmengine - INFO - Epoch(train) [6][1200/8541] lr: 2.5000e-04 eta: 23:54:55 time: 0.3284 data_time: 0.0123 memory: 8656 loss: 0.6584 loss_cls: 0.2465 loss_bbox: 0.4119 2022/11/14 00:15:07 - mmengine - INFO - Epoch(train) [6][1250/8541] lr: 2.5000e-04 eta: 23:54:39 time: 0.3264 data_time: 0.0126 memory: 7519 loss: 0.6305 loss_cls: 0.2348 loss_bbox: 0.3957 2022/11/14 00:15:23 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 00:15:25 - mmengine - INFO - Epoch(train) [6][1300/8541] lr: 2.5000e-04 eta: 23:54:27 time: 0.3428 data_time: 0.0125 memory: 8642 loss: 0.6578 loss_cls: 0.2365 loss_bbox: 0.4213 2022/11/14 00:15:41 - mmengine - INFO - Epoch(train) [6][1350/8541] lr: 2.5000e-04 eta: 23:54:12 time: 0.3285 data_time: 0.0121 memory: 7006 loss: 0.6439 loss_cls: 0.2311 loss_bbox: 0.4127 2022/11/14 00:15:57 - mmengine - INFO - Epoch(train) [6][1400/8541] lr: 2.5000e-04 eta: 23:53:55 time: 0.3242 data_time: 0.0119 memory: 7334 loss: 0.6521 loss_cls: 0.2484 loss_bbox: 0.4038 2022/11/14 00:16:14 - mmengine - INFO - Epoch(train) [6][1450/8541] lr: 2.5000e-04 eta: 23:53:40 time: 0.3325 data_time: 0.0123 memory: 7905 loss: 0.6537 loss_cls: 0.2447 loss_bbox: 0.4090 2022/11/14 00:16:30 - mmengine - INFO - Epoch(train) [6][1500/8541] lr: 2.5000e-04 eta: 23:53:22 time: 0.3209 data_time: 0.0123 memory: 8010 loss: 0.6685 loss_cls: 0.2598 loss_bbox: 0.4087 2022/11/14 00:16:46 - mmengine - INFO - Epoch(train) [6][1550/8541] lr: 2.5000e-04 eta: 23:53:05 time: 0.3242 data_time: 0.0124 memory: 6958 loss: 0.6134 loss_cls: 0.2226 loss_bbox: 0.3908 2022/11/14 00:17:03 - mmengine - INFO - Epoch(train) [6][1600/8541] lr: 2.5000e-04 eta: 23:52:49 time: 0.3281 data_time: 0.0127 memory: 7395 loss: 0.6462 loss_cls: 0.2370 loss_bbox: 0.4092 2022/11/14 00:17:19 - mmengine - INFO - Epoch(train) [6][1650/8541] lr: 2.5000e-04 eta: 23:52:33 time: 0.3291 data_time: 0.0132 memory: 6987 loss: 0.5987 loss_cls: 0.2163 loss_bbox: 0.3824 2022/11/14 00:17:35 - mmengine - INFO - Epoch(train) [6][1700/8541] lr: 2.5000e-04 eta: 23:52:17 time: 0.3252 data_time: 0.0127 memory: 8290 loss: 0.6364 loss_cls: 0.2386 loss_bbox: 0.3978 2022/11/14 00:17:52 - mmengine - INFO - Epoch(train) [6][1750/8541] lr: 2.5000e-04 eta: 23:52:00 time: 0.3261 data_time: 0.0129 memory: 8767 loss: 0.6536 loss_cls: 0.2460 loss_bbox: 0.4076 2022/11/14 00:18:08 - mmengine - INFO - Epoch(train) [6][1800/8541] lr: 2.5000e-04 eta: 23:51:45 time: 0.3304 data_time: 0.0128 memory: 7878 loss: 0.6461 loss_cls: 0.2374 loss_bbox: 0.4088 2022/11/14 00:18:25 - mmengine - INFO - Epoch(train) [6][1850/8541] lr: 2.5000e-04 eta: 23:51:30 time: 0.3314 data_time: 0.0131 memory: 7415 loss: 0.6230 loss_cls: 0.2255 loss_bbox: 0.3975 2022/11/14 00:18:41 - mmengine - INFO - Epoch(train) [6][1900/8541] lr: 2.5000e-04 eta: 23:51:12 time: 0.3214 data_time: 0.0130 memory: 7230 loss: 0.6464 loss_cls: 0.2364 loss_bbox: 0.4100 2022/11/14 00:18:57 - mmengine - INFO - Epoch(train) [6][1950/8541] lr: 2.5000e-04 eta: 23:50:55 time: 0.3259 data_time: 0.0125 memory: 7808 loss: 0.6356 loss_cls: 0.2383 loss_bbox: 0.3973 2022/11/14 00:19:13 - mmengine - INFO - Epoch(train) [6][2000/8541] lr: 2.5000e-04 eta: 23:50:37 time: 0.3189 data_time: 0.0122 memory: 7078 loss: 0.6355 loss_cls: 0.2377 loss_bbox: 0.3978 2022/11/14 00:19:29 - mmengine - INFO - Epoch(train) [6][2050/8541] lr: 2.5000e-04 eta: 23:50:19 time: 0.3221 data_time: 0.0122 memory: 7619 loss: 0.6651 loss_cls: 0.2558 loss_bbox: 0.4093 2022/11/14 00:19:46 - mmengine - INFO - Epoch(train) [6][2100/8541] lr: 2.5000e-04 eta: 23:50:04 time: 0.3304 data_time: 0.0122 memory: 7507 loss: 0.6096 loss_cls: 0.2222 loss_bbox: 0.3875 2022/11/14 00:20:02 - mmengine - INFO - Epoch(train) [6][2150/8541] lr: 2.5000e-04 eta: 23:49:48 time: 0.3289 data_time: 0.0126 memory: 7418 loss: 0.6897 loss_cls: 0.2640 loss_bbox: 0.4257 2022/11/14 00:20:19 - mmengine - INFO - Epoch(train) [6][2200/8541] lr: 2.5000e-04 eta: 23:49:32 time: 0.3283 data_time: 0.0124 memory: 7909 loss: 0.6669 loss_cls: 0.2527 loss_bbox: 0.4143 2022/11/14 00:20:35 - mmengine - INFO - Epoch(train) [6][2250/8541] lr: 2.5000e-04 eta: 23:49:17 time: 0.3291 data_time: 0.0126 memory: 7244 loss: 0.6670 loss_cls: 0.2580 loss_bbox: 0.4090 2022/11/14 00:20:50 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 00:20:52 - mmengine - INFO - Epoch(train) [6][2300/8541] lr: 2.5000e-04 eta: 23:49:00 time: 0.3266 data_time: 0.0126 memory: 7149 loss: 0.6569 loss_cls: 0.2422 loss_bbox: 0.4147 2022/11/14 00:21:08 - mmengine - INFO - Epoch(train) [6][2350/8541] lr: 2.5000e-04 eta: 23:48:45 time: 0.3302 data_time: 0.0125 memory: 8079 loss: 0.6223 loss_cls: 0.2255 loss_bbox: 0.3968 2022/11/14 00:21:24 - mmengine - INFO - Epoch(train) [6][2400/8541] lr: 2.5000e-04 eta: 23:48:28 time: 0.3246 data_time: 0.0126 memory: 7236 loss: 0.6279 loss_cls: 0.2322 loss_bbox: 0.3957 2022/11/14 00:21:41 - mmengine - INFO - Epoch(train) [6][2450/8541] lr: 2.5000e-04 eta: 23:48:15 time: 0.3362 data_time: 0.0123 memory: 10493 loss: 0.6394 loss_cls: 0.2321 loss_bbox: 0.4073 2022/11/14 00:21:57 - mmengine - INFO - Epoch(train) [6][2500/8541] lr: 2.5000e-04 eta: 23:47:57 time: 0.3229 data_time: 0.0118 memory: 7246 loss: 0.6393 loss_cls: 0.2430 loss_bbox: 0.3963 2022/11/14 00:22:14 - mmengine - INFO - Epoch(train) [6][2550/8541] lr: 2.5000e-04 eta: 23:47:41 time: 0.3279 data_time: 0.0121 memory: 7459 loss: 0.6317 loss_cls: 0.2310 loss_bbox: 0.4007 2022/11/14 00:22:30 - mmengine - INFO - Epoch(train) [6][2600/8541] lr: 2.5000e-04 eta: 23:47:24 time: 0.3249 data_time: 0.0119 memory: 8141 loss: 0.6479 loss_cls: 0.2347 loss_bbox: 0.4132 2022/11/14 00:22:46 - mmengine - INFO - Epoch(train) [6][2650/8541] lr: 2.5000e-04 eta: 23:47:08 time: 0.3274 data_time: 0.0123 memory: 7313 loss: 0.6300 loss_cls: 0.2286 loss_bbox: 0.4014 2022/11/14 00:23:03 - mmengine - INFO - Epoch(train) [6][2700/8541] lr: 2.5000e-04 eta: 23:46:53 time: 0.3299 data_time: 0.0122 memory: 8213 loss: 0.6188 loss_cls: 0.2307 loss_bbox: 0.3880 2022/11/14 00:23:19 - mmengine - INFO - Epoch(train) [6][2750/8541] lr: 2.5000e-04 eta: 23:46:34 time: 0.3189 data_time: 0.0121 memory: 7458 loss: 0.6265 loss_cls: 0.2330 loss_bbox: 0.3935 2022/11/14 00:23:35 - mmengine - INFO - Epoch(train) [6][2800/8541] lr: 2.5000e-04 eta: 23:46:17 time: 0.3234 data_time: 0.0124 memory: 7127 loss: 0.6219 loss_cls: 0.2266 loss_bbox: 0.3953 2022/11/14 00:23:51 - mmengine - INFO - Epoch(train) [6][2850/8541] lr: 2.5000e-04 eta: 23:45:59 time: 0.3209 data_time: 0.0123 memory: 7180 loss: 0.6710 loss_cls: 0.2574 loss_bbox: 0.4136 2022/11/14 00:24:07 - mmengine - INFO - Epoch(train) [6][2900/8541] lr: 2.5000e-04 eta: 23:45:43 time: 0.3274 data_time: 0.0124 memory: 7161 loss: 0.6210 loss_cls: 0.2268 loss_bbox: 0.3942 2022/11/14 00:24:24 - mmengine - INFO - Epoch(train) [6][2950/8541] lr: 2.5000e-04 eta: 23:45:27 time: 0.3275 data_time: 0.0122 memory: 7992 loss: 0.6342 loss_cls: 0.2385 loss_bbox: 0.3957 2022/11/14 00:24:40 - mmengine - INFO - Epoch(train) [6][3000/8541] lr: 2.5000e-04 eta: 23:45:09 time: 0.3227 data_time: 0.0123 memory: 7071 loss: 0.6473 loss_cls: 0.2446 loss_bbox: 0.4027 2022/11/14 00:24:56 - mmengine - INFO - Epoch(train) [6][3050/8541] lr: 2.5000e-04 eta: 23:44:53 time: 0.3273 data_time: 0.0122 memory: 7621 loss: 0.6539 loss_cls: 0.2430 loss_bbox: 0.4109 2022/11/14 00:25:13 - mmengine - INFO - Epoch(train) [6][3100/8541] lr: 2.5000e-04 eta: 23:44:37 time: 0.3261 data_time: 0.0122 memory: 6934 loss: 0.6335 loss_cls: 0.2344 loss_bbox: 0.3991 2022/11/14 00:25:29 - mmengine - INFO - Epoch(train) [6][3150/8541] lr: 2.5000e-04 eta: 23:44:21 time: 0.3275 data_time: 0.0123 memory: 7737 loss: 0.6680 loss_cls: 0.2636 loss_bbox: 0.4044 2022/11/14 00:25:45 - mmengine - INFO - Epoch(train) [6][3200/8541] lr: 2.5000e-04 eta: 23:44:03 time: 0.3228 data_time: 0.0120 memory: 7608 loss: 0.6600 loss_cls: 0.2551 loss_bbox: 0.4050 2022/11/14 00:26:02 - mmengine - INFO - Epoch(train) [6][3250/8541] lr: 2.5000e-04 eta: 23:43:48 time: 0.3323 data_time: 0.0120 memory: 7703 loss: 0.6025 loss_cls: 0.2156 loss_bbox: 0.3869 2022/11/14 00:26:17 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 00:26:18 - mmengine - INFO - Epoch(train) [6][3300/8541] lr: 2.5000e-04 eta: 23:43:32 time: 0.3256 data_time: 0.0121 memory: 8352 loss: 0.6284 loss_cls: 0.2333 loss_bbox: 0.3951 2022/11/14 00:26:34 - mmengine - INFO - Epoch(train) [6][3350/8541] lr: 2.5000e-04 eta: 23:43:14 time: 0.3198 data_time: 0.0122 memory: 7156 loss: 0.6272 loss_cls: 0.2333 loss_bbox: 0.3940 2022/11/14 00:26:50 - mmengine - INFO - Epoch(train) [6][3400/8541] lr: 2.5000e-04 eta: 23:42:56 time: 0.3233 data_time: 0.0123 memory: 7045 loss: 0.6333 loss_cls: 0.2370 loss_bbox: 0.3962 2022/11/14 00:27:07 - mmengine - INFO - Epoch(train) [6][3450/8541] lr: 2.5000e-04 eta: 23:42:39 time: 0.3225 data_time: 0.0130 memory: 7122 loss: 0.6292 loss_cls: 0.2358 loss_bbox: 0.3933 2022/11/14 00:27:23 - mmengine - INFO - Epoch(train) [6][3500/8541] lr: 2.5000e-04 eta: 23:42:22 time: 0.3240 data_time: 0.0128 memory: 7976 loss: 0.6906 loss_cls: 0.2725 loss_bbox: 0.4181 2022/11/14 00:27:39 - mmengine - INFO - Epoch(train) [6][3550/8541] lr: 2.5000e-04 eta: 23:42:06 time: 0.3303 data_time: 0.0121 memory: 7280 loss: 0.6491 loss_cls: 0.2346 loss_bbox: 0.4145 2022/11/14 00:27:56 - mmengine - INFO - Epoch(train) [6][3600/8541] lr: 2.5000e-04 eta: 23:41:50 time: 0.3264 data_time: 0.0121 memory: 8637 loss: 0.6495 loss_cls: 0.2493 loss_bbox: 0.4002 2022/11/14 00:28:12 - mmengine - INFO - Epoch(train) [6][3650/8541] lr: 2.5000e-04 eta: 23:41:34 time: 0.3292 data_time: 0.0124 memory: 7620 loss: 0.6338 loss_cls: 0.2361 loss_bbox: 0.3976 2022/11/14 00:28:28 - mmengine - INFO - Epoch(train) [6][3700/8541] lr: 2.5000e-04 eta: 23:41:16 time: 0.3209 data_time: 0.0122 memory: 7173 loss: 0.6486 loss_cls: 0.2497 loss_bbox: 0.3989 2022/11/14 00:28:44 - mmengine - INFO - Epoch(train) [6][3750/8541] lr: 2.5000e-04 eta: 23:41:00 time: 0.3252 data_time: 0.0126 memory: 7534 loss: 0.6869 loss_cls: 0.2658 loss_bbox: 0.4210 2022/11/14 00:29:01 - mmengine - INFO - Epoch(train) [6][3800/8541] lr: 2.5000e-04 eta: 23:40:43 time: 0.3255 data_time: 0.0123 memory: 8286 loss: 0.6539 loss_cls: 0.2487 loss_bbox: 0.4052 2022/11/14 00:29:17 - mmengine - INFO - Epoch(train) [6][3850/8541] lr: 2.5000e-04 eta: 23:40:26 time: 0.3235 data_time: 0.0124 memory: 7162 loss: 0.6027 loss_cls: 0.2193 loss_bbox: 0.3833 2022/11/14 00:29:33 - mmengine - INFO - Epoch(train) [6][3900/8541] lr: 2.5000e-04 eta: 23:40:10 time: 0.3304 data_time: 0.0123 memory: 7050 loss: 0.6479 loss_cls: 0.2365 loss_bbox: 0.4114 2022/11/14 00:29:50 - mmengine - INFO - Epoch(train) [6][3950/8541] lr: 2.5000e-04 eta: 23:39:55 time: 0.3303 data_time: 0.0123 memory: 7195 loss: 0.6222 loss_cls: 0.2282 loss_bbox: 0.3940 2022/11/14 00:30:06 - mmengine - INFO - Epoch(train) [6][4000/8541] lr: 2.5000e-04 eta: 23:39:38 time: 0.3237 data_time: 0.0122 memory: 7159 loss: 0.6563 loss_cls: 0.2641 loss_bbox: 0.3922 2022/11/14 00:30:22 - mmengine - INFO - Epoch(train) [6][4050/8541] lr: 2.5000e-04 eta: 23:39:19 time: 0.3178 data_time: 0.0126 memory: 7448 loss: 0.6655 loss_cls: 0.2617 loss_bbox: 0.4038 2022/11/14 00:30:38 - mmengine - INFO - Epoch(train) [6][4100/8541] lr: 2.5000e-04 eta: 23:39:02 time: 0.3241 data_time: 0.0123 memory: 7628 loss: 0.6415 loss_cls: 0.2425 loss_bbox: 0.3990 2022/11/14 00:30:55 - mmengine - INFO - Epoch(train) [6][4150/8541] lr: 2.5000e-04 eta: 23:38:46 time: 0.3262 data_time: 0.0123 memory: 8318 loss: 0.6327 loss_cls: 0.2309 loss_bbox: 0.4017 2022/11/14 00:31:11 - mmengine - INFO - Epoch(train) [6][4200/8541] lr: 2.5000e-04 eta: 23:38:29 time: 0.3250 data_time: 0.0124 memory: 8184 loss: 0.6412 loss_cls: 0.2433 loss_bbox: 0.3980 2022/11/14 00:31:28 - mmengine - INFO - Epoch(train) [6][4250/8541] lr: 2.5000e-04 eta: 23:38:15 time: 0.3351 data_time: 0.0124 memory: 7931 loss: 0.6646 loss_cls: 0.2553 loss_bbox: 0.4093 2022/11/14 00:31:42 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 00:31:44 - mmengine - INFO - Epoch(train) [6][4300/8541] lr: 2.5000e-04 eta: 23:37:59 time: 0.3262 data_time: 0.0125 memory: 7112 loss: 0.6154 loss_cls: 0.2266 loss_bbox: 0.3888 2022/11/14 00:32:00 - mmengine - INFO - Epoch(train) [6][4350/8541] lr: 2.5000e-04 eta: 23:37:42 time: 0.3257 data_time: 0.0128 memory: 7201 loss: 0.6239 loss_cls: 0.2297 loss_bbox: 0.3943 2022/11/14 00:32:17 - mmengine - INFO - Epoch(train) [6][4400/8541] lr: 2.5000e-04 eta: 23:37:26 time: 0.3287 data_time: 0.0130 memory: 8324 loss: 0.6410 loss_cls: 0.2478 loss_bbox: 0.3932 2022/11/14 00:32:33 - mmengine - INFO - Epoch(train) [6][4450/8541] lr: 2.5000e-04 eta: 23:37:10 time: 0.3283 data_time: 0.0127 memory: 7107 loss: 0.6295 loss_cls: 0.2367 loss_bbox: 0.3928 2022/11/14 00:32:49 - mmengine - INFO - Epoch(train) [6][4500/8541] lr: 2.5000e-04 eta: 23:36:53 time: 0.3228 data_time: 0.0125 memory: 7246 loss: 0.6310 loss_cls: 0.2401 loss_bbox: 0.3909 2022/11/14 00:33:05 - mmengine - INFO - Epoch(train) [6][4550/8541] lr: 2.5000e-04 eta: 23:36:35 time: 0.3210 data_time: 0.0121 memory: 9025 loss: 0.6597 loss_cls: 0.2553 loss_bbox: 0.4044 2022/11/14 00:33:22 - mmengine - INFO - Epoch(train) [6][4600/8541] lr: 2.5000e-04 eta: 23:36:17 time: 0.3217 data_time: 0.0122 memory: 7666 loss: 0.6716 loss_cls: 0.2589 loss_bbox: 0.4127 2022/11/14 00:33:38 - mmengine - INFO - Epoch(train) [6][4650/8541] lr: 2.5000e-04 eta: 23:36:02 time: 0.3306 data_time: 0.0125 memory: 7387 loss: 0.6205 loss_cls: 0.2257 loss_bbox: 0.3948 2022/11/14 00:33:54 - mmengine - INFO - Epoch(train) [6][4700/8541] lr: 2.5000e-04 eta: 23:35:45 time: 0.3240 data_time: 0.0126 memory: 7675 loss: 0.6409 loss_cls: 0.2400 loss_bbox: 0.4009 2022/11/14 00:34:11 - mmengine - INFO - Epoch(train) [6][4750/8541] lr: 2.5000e-04 eta: 23:35:29 time: 0.3265 data_time: 0.0127 memory: 8771 loss: 0.6854 loss_cls: 0.2640 loss_bbox: 0.4214 2022/11/14 00:34:27 - mmengine - INFO - Epoch(train) [6][4800/8541] lr: 2.5000e-04 eta: 23:35:12 time: 0.3267 data_time: 0.0123 memory: 8263 loss: 0.6368 loss_cls: 0.2442 loss_bbox: 0.3926 2022/11/14 00:34:43 - mmengine - INFO - Epoch(train) [6][4850/8541] lr: 2.5000e-04 eta: 23:34:56 time: 0.3270 data_time: 0.0124 memory: 7661 loss: 0.6351 loss_cls: 0.2291 loss_bbox: 0.4059 2022/11/14 00:35:00 - mmengine - INFO - Epoch(train) [6][4900/8541] lr: 2.5000e-04 eta: 23:34:40 time: 0.3288 data_time: 0.0128 memory: 8355 loss: 0.6314 loss_cls: 0.2383 loss_bbox: 0.3931 2022/11/14 00:35:16 - mmengine - INFO - Epoch(train) [6][4950/8541] lr: 2.5000e-04 eta: 23:34:25 time: 0.3310 data_time: 0.0124 memory: 7685 loss: 0.6211 loss_cls: 0.2198 loss_bbox: 0.4014 2022/11/14 00:35:33 - mmengine - INFO - Epoch(train) [6][5000/8541] lr: 2.5000e-04 eta: 23:34:09 time: 0.3278 data_time: 0.0159 memory: 7558 loss: 0.6439 loss_cls: 0.2415 loss_bbox: 0.4024 2022/11/14 00:35:49 - mmengine - INFO - Epoch(train) [6][5050/8541] lr: 2.5000e-04 eta: 23:33:53 time: 0.3261 data_time: 0.0124 memory: 7717 loss: 0.6602 loss_cls: 0.2446 loss_bbox: 0.4156 2022/11/14 00:36:06 - mmengine - INFO - Epoch(train) [6][5100/8541] lr: 2.5000e-04 eta: 23:33:37 time: 0.3289 data_time: 0.0125 memory: 8404 loss: 0.6174 loss_cls: 0.2212 loss_bbox: 0.3962 2022/11/14 00:36:22 - mmengine - INFO - Epoch(train) [6][5150/8541] lr: 2.5000e-04 eta: 23:33:22 time: 0.3329 data_time: 0.0128 memory: 7805 loss: 0.6473 loss_cls: 0.2478 loss_bbox: 0.3995 2022/11/14 00:36:39 - mmengine - INFO - Epoch(train) [6][5200/8541] lr: 2.5000e-04 eta: 23:33:07 time: 0.3302 data_time: 0.0128 memory: 7464 loss: 0.6329 loss_cls: 0.2386 loss_bbox: 0.3943 2022/11/14 00:36:55 - mmengine - INFO - Epoch(train) [6][5250/8541] lr: 2.5000e-04 eta: 23:32:52 time: 0.3327 data_time: 0.0129 memory: 8533 loss: 0.6341 loss_cls: 0.2305 loss_bbox: 0.4036 2022/11/14 00:37:11 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 00:37:13 - mmengine - INFO - Epoch(train) [6][5300/8541] lr: 2.5000e-04 eta: 23:32:40 time: 0.3407 data_time: 0.0123 memory: 8076 loss: 0.6331 loss_cls: 0.2308 loss_bbox: 0.4023 2022/11/14 00:37:29 - mmengine - INFO - Epoch(train) [6][5350/8541] lr: 2.5000e-04 eta: 23:32:24 time: 0.3272 data_time: 0.0124 memory: 7838 loss: 0.6542 loss_cls: 0.2495 loss_bbox: 0.4047 2022/11/14 00:37:45 - mmengine - INFO - Epoch(train) [6][5400/8541] lr: 2.5000e-04 eta: 23:32:09 time: 0.3315 data_time: 0.0122 memory: 7702 loss: 0.6511 loss_cls: 0.2440 loss_bbox: 0.4071 2022/11/14 00:38:02 - mmengine - INFO - Epoch(train) [6][5450/8541] lr: 2.5000e-04 eta: 23:31:51 time: 0.3206 data_time: 0.0125 memory: 7064 loss: 0.6438 loss_cls: 0.2396 loss_bbox: 0.4043 2022/11/14 00:38:18 - mmengine - INFO - Epoch(train) [6][5500/8541] lr: 2.5000e-04 eta: 23:31:35 time: 0.3287 data_time: 0.0127 memory: 8591 loss: 0.6521 loss_cls: 0.2400 loss_bbox: 0.4121 2022/11/14 00:38:35 - mmengine - INFO - Epoch(train) [6][5550/8541] lr: 2.5000e-04 eta: 23:31:22 time: 0.3388 data_time: 0.0127 memory: 8351 loss: 0.6316 loss_cls: 0.2330 loss_bbox: 0.3986 2022/11/14 00:38:51 - mmengine - INFO - Epoch(train) [6][5600/8541] lr: 2.5000e-04 eta: 23:31:06 time: 0.3282 data_time: 0.0131 memory: 7589 loss: 0.6224 loss_cls: 0.2288 loss_bbox: 0.3936 2022/11/14 00:39:08 - mmengine - INFO - Epoch(train) [6][5650/8541] lr: 2.5000e-04 eta: 23:30:49 time: 0.3254 data_time: 0.0129 memory: 7059 loss: 0.6277 loss_cls: 0.2301 loss_bbox: 0.3976 2022/11/14 00:39:24 - mmengine - INFO - Epoch(train) [6][5700/8541] lr: 2.5000e-04 eta: 23:30:33 time: 0.3262 data_time: 0.0127 memory: 7191 loss: 0.6317 loss_cls: 0.2296 loss_bbox: 0.4022 2022/11/14 00:39:40 - mmengine - INFO - Epoch(train) [6][5750/8541] lr: 2.5000e-04 eta: 23:30:15 time: 0.3224 data_time: 0.0130 memory: 7498 loss: 0.6280 loss_cls: 0.2313 loss_bbox: 0.3966 2022/11/14 00:39:57 - mmengine - INFO - Epoch(train) [6][5800/8541] lr: 2.5000e-04 eta: 23:30:00 time: 0.3300 data_time: 0.0132 memory: 7642 loss: 0.6566 loss_cls: 0.2445 loss_bbox: 0.4121 2022/11/14 00:40:13 - mmengine - INFO - Epoch(train) [6][5850/8541] lr: 2.5000e-04 eta: 23:29:45 time: 0.3309 data_time: 0.0129 memory: 7281 loss: 0.6637 loss_cls: 0.2480 loss_bbox: 0.4157 2022/11/14 00:40:29 - mmengine - INFO - Epoch(train) [6][5900/8541] lr: 2.5000e-04 eta: 23:29:28 time: 0.3239 data_time: 0.0127 memory: 7058 loss: 0.6231 loss_cls: 0.2285 loss_bbox: 0.3946 2022/11/14 00:40:46 - mmengine - INFO - Epoch(train) [6][5950/8541] lr: 2.5000e-04 eta: 23:29:13 time: 0.3347 data_time: 0.0132 memory: 7855 loss: 0.6220 loss_cls: 0.2192 loss_bbox: 0.4027 2022/11/14 00:41:02 - mmengine - INFO - Epoch(train) [6][6000/8541] lr: 2.5000e-04 eta: 23:28:57 time: 0.3260 data_time: 0.0133 memory: 7295 loss: 0.6255 loss_cls: 0.2313 loss_bbox: 0.3942 2022/11/14 00:41:19 - mmengine - INFO - Epoch(train) [6][6050/8541] lr: 2.5000e-04 eta: 23:28:42 time: 0.3310 data_time: 0.0134 memory: 7452 loss: 0.6221 loss_cls: 0.2211 loss_bbox: 0.4010 2022/11/14 00:41:35 - mmengine - INFO - Epoch(train) [6][6100/8541] lr: 2.5000e-04 eta: 23:28:26 time: 0.3278 data_time: 0.0131 memory: 7049 loss: 0.6499 loss_cls: 0.2484 loss_bbox: 0.4015 2022/11/14 00:41:52 - mmengine - INFO - Epoch(train) [6][6150/8541] lr: 2.5000e-04 eta: 23:28:10 time: 0.3313 data_time: 0.0138 memory: 7553 loss: 0.6110 loss_cls: 0.2116 loss_bbox: 0.3994 2022/11/14 00:42:09 - mmengine - INFO - Epoch(train) [6][6200/8541] lr: 2.5000e-04 eta: 23:27:55 time: 0.3295 data_time: 0.0129 memory: 7364 loss: 0.6484 loss_cls: 0.2440 loss_bbox: 0.4044 2022/11/14 00:42:25 - mmengine - INFO - Epoch(train) [6][6250/8541] lr: 2.5000e-04 eta: 23:27:39 time: 0.3278 data_time: 0.0129 memory: 7452 loss: 0.6417 loss_cls: 0.2432 loss_bbox: 0.3985 2022/11/14 00:42:40 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 00:42:41 - mmengine - INFO - Epoch(train) [6][6300/8541] lr: 2.5000e-04 eta: 23:27:22 time: 0.3247 data_time: 0.0122 memory: 7082 loss: 0.6202 loss_cls: 0.2237 loss_bbox: 0.3965 2022/11/14 00:42:58 - mmengine - INFO - Epoch(train) [6][6350/8541] lr: 2.5000e-04 eta: 23:27:06 time: 0.3274 data_time: 0.0121 memory: 7086 loss: 0.6454 loss_cls: 0.2365 loss_bbox: 0.4089 2022/11/14 00:43:14 - mmengine - INFO - Epoch(train) [6][6400/8541] lr: 2.5000e-04 eta: 23:26:50 time: 0.3276 data_time: 0.0121 memory: 7800 loss: 0.6324 loss_cls: 0.2310 loss_bbox: 0.4014 2022/11/14 00:43:30 - mmengine - INFO - Epoch(train) [6][6450/8541] lr: 2.5000e-04 eta: 23:26:33 time: 0.3268 data_time: 0.0119 memory: 8194 loss: 0.6245 loss_cls: 0.2356 loss_bbox: 0.3890 2022/11/14 00:43:47 - mmengine - INFO - Epoch(train) [6][6500/8541] lr: 2.5000e-04 eta: 23:26:16 time: 0.3231 data_time: 0.0118 memory: 6943 loss: 0.6098 loss_cls: 0.2167 loss_bbox: 0.3931 2022/11/14 00:44:03 - mmengine - INFO - Epoch(train) [6][6550/8541] lr: 2.5000e-04 eta: 23:25:58 time: 0.3200 data_time: 0.0122 memory: 7173 loss: 0.6427 loss_cls: 0.2485 loss_bbox: 0.3942 2022/11/14 00:44:19 - mmengine - INFO - Epoch(train) [6][6600/8541] lr: 2.5000e-04 eta: 23:25:42 time: 0.3273 data_time: 0.0121 memory: 7856 loss: 0.6325 loss_cls: 0.2380 loss_bbox: 0.3945 2022/11/14 00:44:36 - mmengine - INFO - Epoch(train) [6][6650/8541] lr: 2.5000e-04 eta: 23:25:28 time: 0.3367 data_time: 0.0122 memory: 8412 loss: 0.6880 loss_cls: 0.2746 loss_bbox: 0.4134 2022/11/14 00:44:52 - mmengine - INFO - Epoch(train) [6][6700/8541] lr: 2.5000e-04 eta: 23:25:10 time: 0.3193 data_time: 0.0119 memory: 7257 loss: 0.6411 loss_cls: 0.2462 loss_bbox: 0.3949 2022/11/14 00:45:08 - mmengine - INFO - Epoch(train) [6][6750/8541] lr: 2.5000e-04 eta: 23:24:53 time: 0.3251 data_time: 0.0120 memory: 7129 loss: 0.6141 loss_cls: 0.2268 loss_bbox: 0.3873 2022/11/14 00:45:25 - mmengine - INFO - Epoch(train) [6][6800/8541] lr: 2.5000e-04 eta: 23:24:38 time: 0.3328 data_time: 0.0123 memory: 9577 loss: 0.6600 loss_cls: 0.2418 loss_bbox: 0.4182 2022/11/14 00:45:41 - mmengine - INFO - Epoch(train) [6][6850/8541] lr: 2.5000e-04 eta: 23:24:23 time: 0.3305 data_time: 0.0122 memory: 8002 loss: 0.6771 loss_cls: 0.2640 loss_bbox: 0.4131 2022/11/14 00:45:57 - mmengine - INFO - Epoch(train) [6][6900/8541] lr: 2.5000e-04 eta: 23:24:05 time: 0.3220 data_time: 0.0125 memory: 7353 loss: 0.5940 loss_cls: 0.2187 loss_bbox: 0.3753 2022/11/14 00:46:14 - mmengine - INFO - Epoch(train) [6][6950/8541] lr: 2.5000e-04 eta: 23:23:49 time: 0.3261 data_time: 0.0127 memory: 7571 loss: 0.6282 loss_cls: 0.2256 loss_bbox: 0.4025 2022/11/14 00:46:30 - mmengine - INFO - Epoch(train) [6][7000/8541] lr: 2.5000e-04 eta: 23:23:32 time: 0.3247 data_time: 0.0122 memory: 7542 loss: 0.6487 loss_cls: 0.2370 loss_bbox: 0.4117 2022/11/14 00:46:46 - mmengine - INFO - Epoch(train) [6][7050/8541] lr: 2.5000e-04 eta: 23:23:15 time: 0.3235 data_time: 0.0124 memory: 7793 loss: 0.5985 loss_cls: 0.2187 loss_bbox: 0.3797 2022/11/14 00:47:02 - mmengine - INFO - Epoch(train) [6][7100/8541] lr: 2.5000e-04 eta: 23:22:58 time: 0.3259 data_time: 0.0119 memory: 6863 loss: 0.6299 loss_cls: 0.2358 loss_bbox: 0.3941 2022/11/14 00:47:19 - mmengine - INFO - Epoch(train) [6][7150/8541] lr: 2.5000e-04 eta: 23:22:41 time: 0.3223 data_time: 0.0122 memory: 7533 loss: 0.6495 loss_cls: 0.2401 loss_bbox: 0.4094 2022/11/14 00:47:35 - mmengine - INFO - Epoch(train) [6][7200/8541] lr: 2.5000e-04 eta: 23:22:24 time: 0.3251 data_time: 0.0125 memory: 7438 loss: 0.6494 loss_cls: 0.2398 loss_bbox: 0.4095 2022/11/14 00:47:51 - mmengine - INFO - Epoch(train) [6][7250/8541] lr: 2.5000e-04 eta: 23:22:06 time: 0.3194 data_time: 0.0130 memory: 7074 loss: 0.6323 loss_cls: 0.2346 loss_bbox: 0.3977 2022/11/14 00:48:05 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 00:48:07 - mmengine - INFO - Epoch(train) [6][7300/8541] lr: 2.5000e-04 eta: 23:21:48 time: 0.3186 data_time: 0.0127 memory: 7301 loss: 0.6369 loss_cls: 0.2376 loss_bbox: 0.3993 2022/11/14 00:48:23 - mmengine - INFO - Epoch(train) [6][7350/8541] lr: 2.5000e-04 eta: 23:21:32 time: 0.3289 data_time: 0.0130 memory: 7019 loss: 0.6288 loss_cls: 0.2301 loss_bbox: 0.3987 2022/11/14 00:48:40 - mmengine - INFO - Epoch(train) [6][7400/8541] lr: 2.5000e-04 eta: 23:21:17 time: 0.3316 data_time: 0.0130 memory: 7675 loss: 0.5967 loss_cls: 0.2087 loss_bbox: 0.3880 2022/11/14 00:48:56 - mmengine - INFO - Epoch(train) [6][7450/8541] lr: 2.5000e-04 eta: 23:21:00 time: 0.3244 data_time: 0.0129 memory: 7082 loss: 0.6364 loss_cls: 0.2403 loss_bbox: 0.3961 2022/11/14 00:49:12 - mmengine - INFO - Epoch(train) [6][7500/8541] lr: 2.5000e-04 eta: 23:20:43 time: 0.3264 data_time: 0.0131 memory: 7134 loss: 0.6313 loss_cls: 0.2334 loss_bbox: 0.3979 2022/11/14 00:49:29 - mmengine - INFO - Epoch(train) [6][7550/8541] lr: 2.5000e-04 eta: 23:20:26 time: 0.3231 data_time: 0.0125 memory: 7789 loss: 0.6459 loss_cls: 0.2404 loss_bbox: 0.4054 2022/11/14 00:49:45 - mmengine - INFO - Epoch(train) [6][7600/8541] lr: 2.5000e-04 eta: 23:20:09 time: 0.3216 data_time: 0.0128 memory: 7035 loss: 0.6448 loss_cls: 0.2423 loss_bbox: 0.4025 2022/11/14 00:50:01 - mmengine - INFO - Epoch(train) [6][7650/8541] lr: 2.5000e-04 eta: 23:19:52 time: 0.3246 data_time: 0.0129 memory: 8379 loss: 0.6311 loss_cls: 0.2317 loss_bbox: 0.3995 2022/11/14 00:50:18 - mmengine - INFO - Epoch(train) [6][7700/8541] lr: 2.5000e-04 eta: 23:19:37 time: 0.3330 data_time: 0.0124 memory: 7411 loss: 0.6416 loss_cls: 0.2386 loss_bbox: 0.4030 2022/11/14 00:50:34 - mmengine - INFO - Epoch(train) [6][7750/8541] lr: 2.5000e-04 eta: 23:19:21 time: 0.3284 data_time: 0.0127 memory: 7943 loss: 0.6385 loss_cls: 0.2444 loss_bbox: 0.3941 2022/11/14 00:50:50 - mmengine - INFO - Epoch(train) [6][7800/8541] lr: 2.5000e-04 eta: 23:19:05 time: 0.3289 data_time: 0.0127 memory: 7808 loss: 0.6405 loss_cls: 0.2409 loss_bbox: 0.3996 2022/11/14 00:51:07 - mmengine - INFO - Epoch(train) [6][7850/8541] lr: 2.5000e-04 eta: 23:18:48 time: 0.3244 data_time: 0.0125 memory: 7244 loss: 0.6506 loss_cls: 0.2438 loss_bbox: 0.4068 2022/11/14 00:51:23 - mmengine - INFO - Epoch(train) [6][7900/8541] lr: 2.5000e-04 eta: 23:18:32 time: 0.3271 data_time: 0.0128 memory: 6961 loss: 0.6568 loss_cls: 0.2578 loss_bbox: 0.3989 2022/11/14 00:51:39 - mmengine - INFO - Epoch(train) [6][7950/8541] lr: 2.5000e-04 eta: 23:18:15 time: 0.3216 data_time: 0.0124 memory: 7825 loss: 0.6392 loss_cls: 0.2380 loss_bbox: 0.4012 2022/11/14 00:51:57 - mmengine - INFO - Epoch(train) [6][8000/8541] lr: 2.5000e-04 eta: 23:18:03 time: 0.3466 data_time: 0.0121 memory: 8733 loss: 0.6370 loss_cls: 0.2406 loss_bbox: 0.3964 2022/11/14 00:52:13 - mmengine - INFO - Epoch(train) [6][8050/8541] lr: 2.5000e-04 eta: 23:17:46 time: 0.3220 data_time: 0.0124 memory: 7296 loss: 0.6190 loss_cls: 0.2283 loss_bbox: 0.3907 2022/11/14 00:52:29 - mmengine - INFO - Epoch(train) [6][8100/8541] lr: 2.5000e-04 eta: 23:17:29 time: 0.3236 data_time: 0.0125 memory: 7150 loss: 0.6459 loss_cls: 0.2499 loss_bbox: 0.3960 2022/11/14 00:52:46 - mmengine - INFO - Epoch(train) [6][8150/8541] lr: 2.5000e-04 eta: 23:17:14 time: 0.3336 data_time: 0.0125 memory: 7908 loss: 0.6456 loss_cls: 0.2274 loss_bbox: 0.4182 2022/11/14 00:53:02 - mmengine - INFO - Epoch(train) [6][8200/8541] lr: 2.5000e-04 eta: 23:16:56 time: 0.3213 data_time: 0.0126 memory: 7287 loss: 0.6308 loss_cls: 0.2397 loss_bbox: 0.3911 2022/11/14 00:53:18 - mmengine - INFO - Epoch(train) [6][8250/8541] lr: 2.5000e-04 eta: 23:16:39 time: 0.3226 data_time: 0.0125 memory: 7522 loss: 0.6741 loss_cls: 0.2691 loss_bbox: 0.4050 2022/11/14 00:53:33 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 00:53:34 - mmengine - INFO - Epoch(train) [6][8300/8541] lr: 2.5000e-04 eta: 23:16:23 time: 0.3289 data_time: 0.0120 memory: 8199 loss: 0.6600 loss_cls: 0.2458 loss_bbox: 0.4141 2022/11/14 00:53:51 - mmengine - INFO - Epoch(train) [6][8350/8541] lr: 2.5000e-04 eta: 23:16:07 time: 0.3266 data_time: 0.0125 memory: 7072 loss: 0.6097 loss_cls: 0.2172 loss_bbox: 0.3925 2022/11/14 00:54:07 - mmengine - INFO - Epoch(train) [6][8400/8541] lr: 2.5000e-04 eta: 23:15:50 time: 0.3246 data_time: 0.0123 memory: 7314 loss: 0.6244 loss_cls: 0.2336 loss_bbox: 0.3909 2022/11/14 00:54:23 - mmengine - INFO - Epoch(train) [6][8450/8541] lr: 2.5000e-04 eta: 23:15:34 time: 0.3285 data_time: 0.0123 memory: 7811 loss: 0.6462 loss_cls: 0.2445 loss_bbox: 0.4017 2022/11/14 00:54:40 - mmengine - INFO - Epoch(train) [6][8500/8541] lr: 2.5000e-04 eta: 23:15:17 time: 0.3247 data_time: 0.0128 memory: 7407 loss: 0.6418 loss_cls: 0.2438 loss_bbox: 0.3980 2022/11/14 00:54:53 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 00:55:10 - mmengine - INFO - Epoch(train) [7][50/8541] lr: 2.5000e-04 eta: 23:14:51 time: 0.3419 data_time: 0.0224 memory: 8746 loss: 0.6441 loss_cls: 0.2431 loss_bbox: 0.4009 2022/11/14 00:55:26 - mmengine - INFO - Epoch(train) [7][100/8541] lr: 2.5000e-04 eta: 23:14:35 time: 0.3250 data_time: 0.0126 memory: 6854 loss: 0.6432 loss_cls: 0.2501 loss_bbox: 0.3930 2022/11/14 00:55:43 - mmengine - INFO - Epoch(train) [7][150/8541] lr: 2.5000e-04 eta: 23:14:18 time: 0.3262 data_time: 0.0122 memory: 7656 loss: 0.6348 loss_cls: 0.2414 loss_bbox: 0.3934 2022/11/14 00:55:59 - mmengine - INFO - Epoch(train) [7][200/8541] lr: 2.5000e-04 eta: 23:14:00 time: 0.3198 data_time: 0.0126 memory: 7292 loss: 0.6623 loss_cls: 0.2524 loss_bbox: 0.4100 2022/11/14 00:56:15 - mmengine - INFO - Epoch(train) [7][250/8541] lr: 2.5000e-04 eta: 23:13:43 time: 0.3224 data_time: 0.0124 memory: 7043 loss: 0.6279 loss_cls: 0.2345 loss_bbox: 0.3933 2022/11/14 00:56:31 - mmengine - INFO - Epoch(train) [7][300/8541] lr: 2.5000e-04 eta: 23:13:26 time: 0.3267 data_time: 0.0125 memory: 7522 loss: 0.6241 loss_cls: 0.2366 loss_bbox: 0.3875 2022/11/14 00:56:48 - mmengine - INFO - Epoch(train) [7][350/8541] lr: 2.5000e-04 eta: 23:13:13 time: 0.3375 data_time: 0.0129 memory: 8160 loss: 0.6198 loss_cls: 0.2208 loss_bbox: 0.3989 2022/11/14 00:57:04 - mmengine - INFO - Epoch(train) [7][400/8541] lr: 2.5000e-04 eta: 23:12:55 time: 0.3216 data_time: 0.0129 memory: 7734 loss: 0.6272 loss_cls: 0.2341 loss_bbox: 0.3931 2022/11/14 00:57:20 - mmengine - INFO - Epoch(train) [7][450/8541] lr: 2.5000e-04 eta: 23:12:39 time: 0.3254 data_time: 0.0131 memory: 8302 loss: 0.6245 loss_cls: 0.2335 loss_bbox: 0.3910 2022/11/14 00:57:37 - mmengine - INFO - Epoch(train) [7][500/8541] lr: 2.5000e-04 eta: 23:12:22 time: 0.3244 data_time: 0.0128 memory: 7177 loss: 0.6503 loss_cls: 0.2474 loss_bbox: 0.4029 2022/11/14 00:57:53 - mmengine - INFO - Epoch(train) [7][550/8541] lr: 2.5000e-04 eta: 23:12:04 time: 0.3224 data_time: 0.0126 memory: 7216 loss: 0.6304 loss_cls: 0.2313 loss_bbox: 0.3991 2022/11/14 00:58:09 - mmengine - INFO - Epoch(train) [7][600/8541] lr: 2.5000e-04 eta: 23:11:48 time: 0.3267 data_time: 0.0124 memory: 8291 loss: 0.5969 loss_cls: 0.2103 loss_bbox: 0.3866 2022/11/14 00:58:26 - mmengine - INFO - Epoch(train) [7][650/8541] lr: 2.5000e-04 eta: 23:11:33 time: 0.3318 data_time: 0.0130 memory: 7344 loss: 0.6006 loss_cls: 0.2155 loss_bbox: 0.3852 2022/11/14 00:58:42 - mmengine - INFO - Epoch(train) [7][700/8541] lr: 2.5000e-04 eta: 23:11:18 time: 0.3325 data_time: 0.0131 memory: 8413 loss: 0.6753 loss_cls: 0.2673 loss_bbox: 0.4080 2022/11/14 00:59:00 - mmengine - INFO - Epoch(train) [7][750/8541] lr: 2.5000e-04 eta: 23:11:05 time: 0.3409 data_time: 0.0128 memory: 7400 loss: 0.6151 loss_cls: 0.2161 loss_bbox: 0.3990 2022/11/14 00:59:01 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 00:59:16 - mmengine - INFO - Epoch(train) [7][800/8541] lr: 2.5000e-04 eta: 23:10:51 time: 0.3341 data_time: 0.0130 memory: 7620 loss: 0.6176 loss_cls: 0.2246 loss_bbox: 0.3930 2022/11/14 00:59:33 - mmengine - INFO - Epoch(train) [7][850/8541] lr: 2.5000e-04 eta: 23:10:36 time: 0.3321 data_time: 0.0134 memory: 7244 loss: 0.5729 loss_cls: 0.1944 loss_bbox: 0.3785 2022/11/14 00:59:50 - mmengine - INFO - Epoch(train) [7][900/8541] lr: 2.5000e-04 eta: 23:10:21 time: 0.3354 data_time: 0.0129 memory: 8680 loss: 0.6596 loss_cls: 0.2477 loss_bbox: 0.4120 2022/11/14 01:00:06 - mmengine - INFO - Epoch(train) [7][950/8541] lr: 2.5000e-04 eta: 23:10:04 time: 0.3219 data_time: 0.0125 memory: 6858 loss: 0.6154 loss_cls: 0.2230 loss_bbox: 0.3924 2022/11/14 01:00:22 - mmengine - INFO - Epoch(train) [7][1000/8541] lr: 2.5000e-04 eta: 23:09:46 time: 0.3222 data_time: 0.0133 memory: 7873 loss: 0.5987 loss_cls: 0.2151 loss_bbox: 0.3836 2022/11/14 01:00:38 - mmengine - INFO - Epoch(train) [7][1050/8541] lr: 2.5000e-04 eta: 23:09:30 time: 0.3262 data_time: 0.0125 memory: 7683 loss: 0.6434 loss_cls: 0.2405 loss_bbox: 0.4030 2022/11/14 01:00:54 - mmengine - INFO - Epoch(train) [7][1100/8541] lr: 2.5000e-04 eta: 23:09:12 time: 0.3202 data_time: 0.0130 memory: 6982 loss: 0.6317 loss_cls: 0.2415 loss_bbox: 0.3901 2022/11/14 01:01:11 - mmengine - INFO - Epoch(train) [7][1150/8541] lr: 2.5000e-04 eta: 23:08:57 time: 0.3340 data_time: 0.0127 memory: 8177 loss: 0.6231 loss_cls: 0.2248 loss_bbox: 0.3982 2022/11/14 01:01:27 - mmengine - INFO - Epoch(train) [7][1200/8541] lr: 2.5000e-04 eta: 23:08:40 time: 0.3230 data_time: 0.0124 memory: 7812 loss: 0.6164 loss_cls: 0.2308 loss_bbox: 0.3855 2022/11/14 01:01:43 - mmengine - INFO - Epoch(train) [7][1250/8541] lr: 2.5000e-04 eta: 23:08:22 time: 0.3196 data_time: 0.0120 memory: 7337 loss: 0.5942 loss_cls: 0.2123 loss_bbox: 0.3819 2022/11/14 01:02:00 - mmengine - INFO - Epoch(train) [7][1300/8541] lr: 2.5000e-04 eta: 23:08:07 time: 0.3298 data_time: 0.0121 memory: 7905 loss: 0.6070 loss_cls: 0.2172 loss_bbox: 0.3898 2022/11/14 01:02:17 - mmengine - INFO - Epoch(train) [7][1350/8541] lr: 2.5000e-04 eta: 23:07:53 time: 0.3385 data_time: 0.0120 memory: 8608 loss: 0.6081 loss_cls: 0.2146 loss_bbox: 0.3935 2022/11/14 01:02:33 - mmengine - INFO - Epoch(train) [7][1400/8541] lr: 2.5000e-04 eta: 23:07:37 time: 0.3286 data_time: 0.0123 memory: 7800 loss: 0.6024 loss_cls: 0.2146 loss_bbox: 0.3878 2022/11/14 01:02:49 - mmengine - INFO - Epoch(train) [7][1450/8541] lr: 2.5000e-04 eta: 23:07:20 time: 0.3225 data_time: 0.0124 memory: 6967 loss: 0.6197 loss_cls: 0.2239 loss_bbox: 0.3957 2022/11/14 01:03:06 - mmengine - INFO - Epoch(train) [7][1500/8541] lr: 2.5000e-04 eta: 23:07:04 time: 0.3274 data_time: 0.0120 memory: 7064 loss: 0.6371 loss_cls: 0.2358 loss_bbox: 0.4013 2022/11/14 01:03:22 - mmengine - INFO - Epoch(train) [7][1550/8541] lr: 2.5000e-04 eta: 23:06:47 time: 0.3250 data_time: 0.0122 memory: 7121 loss: 0.6255 loss_cls: 0.2283 loss_bbox: 0.3972 2022/11/14 01:03:38 - mmengine - INFO - Epoch(train) [7][1600/8541] lr: 2.5000e-04 eta: 23:06:30 time: 0.3225 data_time: 0.0124 memory: 8192 loss: 0.6057 loss_cls: 0.2236 loss_bbox: 0.3821 2022/11/14 01:03:54 - mmengine - INFO - Epoch(train) [7][1650/8541] lr: 2.5000e-04 eta: 23:06:14 time: 0.3276 data_time: 0.0121 memory: 7537 loss: 0.6067 loss_cls: 0.2159 loss_bbox: 0.3907 2022/11/14 01:04:10 - mmengine - INFO - Epoch(train) [7][1700/8541] lr: 2.5000e-04 eta: 23:05:56 time: 0.3212 data_time: 0.0120 memory: 6974 loss: 0.6409 loss_cls: 0.2425 loss_bbox: 0.3983 2022/11/14 01:04:27 - mmengine - INFO - Epoch(train) [7][1750/8541] lr: 2.5000e-04 eta: 23:05:39 time: 0.3237 data_time: 0.0120 memory: 6851 loss: 0.6510 loss_cls: 0.2517 loss_bbox: 0.3993 2022/11/14 01:04:28 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 01:04:43 - mmengine - INFO - Epoch(train) [7][1800/8541] lr: 2.5000e-04 eta: 23:05:22 time: 0.3258 data_time: 0.0119 memory: 7454 loss: 0.6347 loss_cls: 0.2313 loss_bbox: 0.4034 2022/11/14 01:05:00 - mmengine - INFO - Epoch(train) [7][1850/8541] lr: 2.5000e-04 eta: 23:05:08 time: 0.3333 data_time: 0.0123 memory: 8141 loss: 0.6436 loss_cls: 0.2348 loss_bbox: 0.4089 2022/11/14 01:05:16 - mmengine - INFO - Epoch(train) [7][1900/8541] lr: 2.5000e-04 eta: 23:04:50 time: 0.3214 data_time: 0.0122 memory: 6917 loss: 0.6226 loss_cls: 0.2286 loss_bbox: 0.3940 2022/11/14 01:05:32 - mmengine - INFO - Epoch(train) [7][1950/8541] lr: 2.5000e-04 eta: 23:04:35 time: 0.3333 data_time: 0.0122 memory: 7421 loss: 0.6086 loss_cls: 0.2128 loss_bbox: 0.3958 2022/11/14 01:05:49 - mmengine - INFO - Epoch(train) [7][2000/8541] lr: 2.5000e-04 eta: 23:04:18 time: 0.3240 data_time: 0.0125 memory: 7067 loss: 0.6626 loss_cls: 0.2515 loss_bbox: 0.4112 2022/11/14 01:06:05 - mmengine - INFO - Epoch(train) [7][2050/8541] lr: 2.5000e-04 eta: 23:04:01 time: 0.3249 data_time: 0.0122 memory: 7210 loss: 0.6446 loss_cls: 0.2396 loss_bbox: 0.4050 2022/11/14 01:06:21 - mmengine - INFO - Epoch(train) [7][2100/8541] lr: 2.5000e-04 eta: 23:03:44 time: 0.3203 data_time: 0.0122 memory: 7010 loss: 0.6615 loss_cls: 0.2574 loss_bbox: 0.4041 2022/11/14 01:06:37 - mmengine - INFO - Epoch(train) [7][2150/8541] lr: 2.5000e-04 eta: 23:03:27 time: 0.3241 data_time: 0.0121 memory: 7394 loss: 0.6360 loss_cls: 0.2416 loss_bbox: 0.3945 2022/11/14 01:06:53 - mmengine - INFO - Epoch(train) [7][2200/8541] lr: 2.5000e-04 eta: 23:03:09 time: 0.3220 data_time: 0.0119 memory: 7101 loss: 0.6289 loss_cls: 0.2330 loss_bbox: 0.3960 2022/11/14 01:07:09 - mmengine - INFO - Epoch(train) [7][2250/8541] lr: 2.5000e-04 eta: 23:02:51 time: 0.3182 data_time: 0.0119 memory: 6909 loss: 0.6454 loss_cls: 0.2451 loss_bbox: 0.4003 2022/11/14 01:07:25 - mmengine - INFO - Epoch(train) [7][2300/8541] lr: 2.5000e-04 eta: 23:02:34 time: 0.3244 data_time: 0.0124 memory: 7514 loss: 0.6229 loss_cls: 0.2327 loss_bbox: 0.3901 2022/11/14 01:07:42 - mmengine - INFO - Epoch(train) [7][2350/8541] lr: 2.5000e-04 eta: 23:02:18 time: 0.3265 data_time: 0.0122 memory: 7874 loss: 0.6253 loss_cls: 0.2338 loss_bbox: 0.3915 2022/11/14 01:07:58 - mmengine - INFO - Epoch(train) [7][2400/8541] lr: 2.5000e-04 eta: 23:02:01 time: 0.3275 data_time: 0.0123 memory: 7225 loss: 0.6319 loss_cls: 0.2305 loss_bbox: 0.4014 2022/11/14 01:08:14 - mmengine - INFO - Epoch(train) [7][2450/8541] lr: 2.5000e-04 eta: 23:01:44 time: 0.3233 data_time: 0.0123 memory: 8408 loss: 0.6131 loss_cls: 0.2262 loss_bbox: 0.3868 2022/11/14 01:08:31 - mmengine - INFO - Epoch(train) [7][2500/8541] lr: 2.5000e-04 eta: 23:01:28 time: 0.3254 data_time: 0.0123 memory: 7243 loss: 0.6516 loss_cls: 0.2442 loss_bbox: 0.4074 2022/11/14 01:08:47 - mmengine - INFO - Epoch(train) [7][2550/8541] lr: 2.5000e-04 eta: 23:01:10 time: 0.3228 data_time: 0.0122 memory: 7311 loss: 0.6338 loss_cls: 0.2364 loss_bbox: 0.3975 2022/11/14 01:09:03 - mmengine - INFO - Epoch(train) [7][2600/8541] lr: 2.5000e-04 eta: 23:00:54 time: 0.3263 data_time: 0.0121 memory: 8599 loss: 0.6283 loss_cls: 0.2392 loss_bbox: 0.3891 2022/11/14 01:09:19 - mmengine - INFO - Epoch(train) [7][2650/8541] lr: 2.5000e-04 eta: 23:00:36 time: 0.3187 data_time: 0.0123 memory: 6937 loss: 0.6478 loss_cls: 0.2487 loss_bbox: 0.3991 2022/11/14 01:09:36 - mmengine - INFO - Epoch(train) [7][2700/8541] lr: 2.5000e-04 eta: 23:00:20 time: 0.3290 data_time: 0.0123 memory: 7204 loss: 0.6270 loss_cls: 0.2300 loss_bbox: 0.3970 2022/11/14 01:09:52 - mmengine - INFO - Epoch(train) [7][2750/8541] lr: 2.5000e-04 eta: 23:00:04 time: 0.3302 data_time: 0.0123 memory: 7135 loss: 0.6314 loss_cls: 0.2420 loss_bbox: 0.3895 2022/11/14 01:09:53 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 01:10:08 - mmengine - INFO - Epoch(train) [7][2800/8541] lr: 2.5000e-04 eta: 22:59:47 time: 0.3227 data_time: 0.0127 memory: 8197 loss: 0.6169 loss_cls: 0.2278 loss_bbox: 0.3891 2022/11/14 01:10:25 - mmengine - INFO - Epoch(train) [7][2850/8541] lr: 2.5000e-04 eta: 22:59:32 time: 0.3313 data_time: 0.0128 memory: 8596 loss: 0.6144 loss_cls: 0.2224 loss_bbox: 0.3921 2022/11/14 01:10:41 - mmengine - INFO - Epoch(train) [7][2900/8541] lr: 2.5000e-04 eta: 22:59:15 time: 0.3245 data_time: 0.0124 memory: 8668 loss: 0.6197 loss_cls: 0.2358 loss_bbox: 0.3839 2022/11/14 01:10:57 - mmengine - INFO - Epoch(train) [7][2950/8541] lr: 2.5000e-04 eta: 22:58:58 time: 0.3228 data_time: 0.0127 memory: 6945 loss: 0.6921 loss_cls: 0.2822 loss_bbox: 0.4099 2022/11/14 01:11:14 - mmengine - INFO - Epoch(train) [7][3000/8541] lr: 2.5000e-04 eta: 22:58:42 time: 0.3294 data_time: 0.0125 memory: 8059 loss: 0.6682 loss_cls: 0.2534 loss_bbox: 0.4148 2022/11/14 01:11:30 - mmengine - INFO - Epoch(train) [7][3050/8541] lr: 2.5000e-04 eta: 22:58:26 time: 0.3282 data_time: 0.0123 memory: 7850 loss: 0.6447 loss_cls: 0.2429 loss_bbox: 0.4017 2022/11/14 01:11:46 - mmengine - INFO - Epoch(train) [7][3100/8541] lr: 2.5000e-04 eta: 22:58:08 time: 0.3198 data_time: 0.0120 memory: 7527 loss: 0.6367 loss_cls: 0.2411 loss_bbox: 0.3956 2022/11/14 01:12:02 - mmengine - INFO - Epoch(train) [7][3150/8541] lr: 2.5000e-04 eta: 22:57:51 time: 0.3240 data_time: 0.0125 memory: 7561 loss: 0.6117 loss_cls: 0.2190 loss_bbox: 0.3927 2022/11/14 01:12:19 - mmengine - INFO - Epoch(train) [7][3200/8541] lr: 2.5000e-04 eta: 22:57:35 time: 0.3257 data_time: 0.0120 memory: 7176 loss: 0.6031 loss_cls: 0.2234 loss_bbox: 0.3797 2022/11/14 01:12:35 - mmengine - INFO - Epoch(train) [7][3250/8541] lr: 2.5000e-04 eta: 22:57:18 time: 0.3245 data_time: 0.0120 memory: 7012 loss: 0.5905 loss_cls: 0.2202 loss_bbox: 0.3703 2022/11/14 01:12:51 - mmengine - INFO - Epoch(train) [7][3300/8541] lr: 2.5000e-04 eta: 22:57:02 time: 0.3271 data_time: 0.0125 memory: 7385 loss: 0.6216 loss_cls: 0.2295 loss_bbox: 0.3922 2022/11/14 01:13:08 - mmengine - INFO - Epoch(train) [7][3350/8541] lr: 2.5000e-04 eta: 22:56:46 time: 0.3300 data_time: 0.0126 memory: 8252 loss: 0.6260 loss_cls: 0.2306 loss_bbox: 0.3954 2022/11/14 01:13:24 - mmengine - INFO - Epoch(train) [7][3400/8541] lr: 2.5000e-04 eta: 22:56:29 time: 0.3250 data_time: 0.0121 memory: 7341 loss: 0.6092 loss_cls: 0.2216 loss_bbox: 0.3876 2022/11/14 01:13:40 - mmengine - INFO - Epoch(train) [7][3450/8541] lr: 2.5000e-04 eta: 22:56:12 time: 0.3225 data_time: 0.0126 memory: 7288 loss: 0.5908 loss_cls: 0.2178 loss_bbox: 0.3730 2022/11/14 01:13:57 - mmengine - INFO - Epoch(train) [7][3500/8541] lr: 2.5000e-04 eta: 22:55:57 time: 0.3313 data_time: 0.0121 memory: 7470 loss: 0.6091 loss_cls: 0.2211 loss_bbox: 0.3879 2022/11/14 01:14:13 - mmengine - INFO - Epoch(train) [7][3550/8541] lr: 2.5000e-04 eta: 22:55:40 time: 0.3246 data_time: 0.0122 memory: 8588 loss: 0.6536 loss_cls: 0.2467 loss_bbox: 0.4069 2022/11/14 01:14:29 - mmengine - INFO - Epoch(train) [7][3600/8541] lr: 2.5000e-04 eta: 22:55:22 time: 0.3214 data_time: 0.0125 memory: 8876 loss: 0.6575 loss_cls: 0.2551 loss_bbox: 0.4024 2022/11/14 01:14:45 - mmengine - INFO - Epoch(train) [7][3650/8541] lr: 2.5000e-04 eta: 22:55:05 time: 0.3229 data_time: 0.0126 memory: 8337 loss: 0.6563 loss_cls: 0.2560 loss_bbox: 0.4004 2022/11/14 01:15:02 - mmengine - INFO - Epoch(train) [7][3700/8541] lr: 2.5000e-04 eta: 22:54:48 time: 0.3233 data_time: 0.0127 memory: 7998 loss: 0.6281 loss_cls: 0.2307 loss_bbox: 0.3974 2022/11/14 01:15:18 - mmengine - INFO - Epoch(train) [7][3750/8541] lr: 2.5000e-04 eta: 22:54:32 time: 0.3263 data_time: 0.0124 memory: 7577 loss: 0.6241 loss_cls: 0.2313 loss_bbox: 0.3928 2022/11/14 01:15:19 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 01:15:34 - mmengine - INFO - Epoch(train) [7][3800/8541] lr: 2.5000e-04 eta: 22:54:16 time: 0.3275 data_time: 0.0127 memory: 9040 loss: 0.6136 loss_cls: 0.2251 loss_bbox: 0.3885 2022/11/14 01:15:51 - mmengine - INFO - Epoch(train) [7][3850/8541] lr: 2.5000e-04 eta: 22:54:01 time: 0.3363 data_time: 0.0127 memory: 8110 loss: 0.6274 loss_cls: 0.2277 loss_bbox: 0.3997 2022/11/14 01:16:07 - mmengine - INFO - Epoch(train) [7][3900/8541] lr: 2.5000e-04 eta: 22:53:45 time: 0.3251 data_time: 0.0120 memory: 7298 loss: 0.6303 loss_cls: 0.2303 loss_bbox: 0.4000 2022/11/14 01:16:24 - mmengine - INFO - Epoch(train) [7][3950/8541] lr: 2.5000e-04 eta: 22:53:28 time: 0.3265 data_time: 0.0120 memory: 8425 loss: 0.6545 loss_cls: 0.2515 loss_bbox: 0.4030 2022/11/14 01:16:40 - mmengine - INFO - Epoch(train) [7][4000/8541] lr: 2.5000e-04 eta: 22:53:11 time: 0.3220 data_time: 0.0124 memory: 6967 loss: 0.6545 loss_cls: 0.2471 loss_bbox: 0.4074 2022/11/14 01:16:56 - mmengine - INFO - Epoch(train) [7][4050/8541] lr: 2.5000e-04 eta: 22:52:55 time: 0.3260 data_time: 0.0121 memory: 9576 loss: 0.6617 loss_cls: 0.2510 loss_bbox: 0.4107 2022/11/14 01:17:12 - mmengine - INFO - Epoch(train) [7][4100/8541] lr: 2.5000e-04 eta: 22:52:38 time: 0.3254 data_time: 0.0127 memory: 7272 loss: 0.6248 loss_cls: 0.2329 loss_bbox: 0.3919 2022/11/14 01:17:29 - mmengine - INFO - Epoch(train) [7][4150/8541] lr: 2.5000e-04 eta: 22:52:21 time: 0.3243 data_time: 0.0117 memory: 7767 loss: 0.6507 loss_cls: 0.2461 loss_bbox: 0.4046 2022/11/14 01:17:45 - mmengine - INFO - Epoch(train) [7][4200/8541] lr: 2.5000e-04 eta: 22:52:05 time: 0.3257 data_time: 0.0120 memory: 8104 loss: 0.6432 loss_cls: 0.2355 loss_bbox: 0.4076 2022/11/14 01:18:02 - mmengine - INFO - Epoch(train) [7][4250/8541] lr: 2.5000e-04 eta: 22:51:49 time: 0.3312 data_time: 0.0122 memory: 7083 loss: 0.6488 loss_cls: 0.2411 loss_bbox: 0.4078 2022/11/14 01:18:18 - mmengine - INFO - Epoch(train) [7][4300/8541] lr: 2.5000e-04 eta: 22:51:32 time: 0.3239 data_time: 0.0122 memory: 7428 loss: 0.6173 loss_cls: 0.2249 loss_bbox: 0.3923 2022/11/14 01:18:34 - mmengine - INFO - Epoch(train) [7][4350/8541] lr: 2.5000e-04 eta: 22:51:17 time: 0.3327 data_time: 0.0124 memory: 7887 loss: 0.6778 loss_cls: 0.2627 loss_bbox: 0.4150 2022/11/14 01:18:51 - mmengine - INFO - Epoch(train) [7][4400/8541] lr: 2.5000e-04 eta: 22:51:01 time: 0.3264 data_time: 0.0123 memory: 7177 loss: 0.6260 loss_cls: 0.2331 loss_bbox: 0.3929 2022/11/14 01:19:07 - mmengine - INFO - Epoch(train) [7][4450/8541] lr: 2.5000e-04 eta: 22:50:44 time: 0.3250 data_time: 0.0124 memory: 7398 loss: 0.6089 loss_cls: 0.2226 loss_bbox: 0.3863 2022/11/14 01:19:23 - mmengine - INFO - Epoch(train) [7][4500/8541] lr: 2.5000e-04 eta: 22:50:27 time: 0.3215 data_time: 0.0125 memory: 7520 loss: 0.6134 loss_cls: 0.2200 loss_bbox: 0.3934 2022/11/14 01:19:39 - mmengine - INFO - Epoch(train) [7][4550/8541] lr: 2.5000e-04 eta: 22:50:10 time: 0.3242 data_time: 0.0128 memory: 7216 loss: 0.6246 loss_cls: 0.2358 loss_bbox: 0.3888 2022/11/14 01:19:56 - mmengine - INFO - Epoch(train) [7][4600/8541] lr: 2.5000e-04 eta: 22:49:54 time: 0.3270 data_time: 0.0127 memory: 7505 loss: 0.5917 loss_cls: 0.2096 loss_bbox: 0.3822 2022/11/14 01:20:12 - mmengine - INFO - Epoch(train) [7][4650/8541] lr: 2.5000e-04 eta: 22:49:37 time: 0.3235 data_time: 0.0130 memory: 6847 loss: 0.6209 loss_cls: 0.2275 loss_bbox: 0.3935 2022/11/14 01:20:29 - mmengine - INFO - Epoch(train) [7][4700/8541] lr: 2.5000e-04 eta: 22:49:23 time: 0.3395 data_time: 0.0131 memory: 9055 loss: 0.6334 loss_cls: 0.2349 loss_bbox: 0.3985 2022/11/14 01:20:46 - mmengine - INFO - Epoch(train) [7][4750/8541] lr: 2.5000e-04 eta: 22:49:08 time: 0.3312 data_time: 0.0129 memory: 7788 loss: 0.6202 loss_cls: 0.2276 loss_bbox: 0.3926 2022/11/14 01:20:47 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 01:21:02 - mmengine - INFO - Epoch(train) [7][4800/8541] lr: 2.5000e-04 eta: 22:48:52 time: 0.3287 data_time: 0.0129 memory: 8171 loss: 0.5996 loss_cls: 0.2181 loss_bbox: 0.3815 2022/11/14 01:21:18 - mmengine - INFO - Epoch(train) [7][4850/8541] lr: 2.5000e-04 eta: 22:48:35 time: 0.3224 data_time: 0.0124 memory: 6973 loss: 0.5871 loss_cls: 0.2184 loss_bbox: 0.3687 2022/11/14 01:21:35 - mmengine - INFO - Epoch(train) [7][4900/8541] lr: 2.5000e-04 eta: 22:48:19 time: 0.3276 data_time: 0.0128 memory: 7849 loss: 0.6592 loss_cls: 0.2464 loss_bbox: 0.4129 2022/11/14 01:21:51 - mmengine - INFO - Epoch(train) [7][4950/8541] lr: 2.5000e-04 eta: 22:48:03 time: 0.3284 data_time: 0.0137 memory: 7436 loss: 0.6133 loss_cls: 0.2214 loss_bbox: 0.3919 2022/11/14 01:22:07 - mmengine - INFO - Epoch(train) [7][5000/8541] lr: 2.5000e-04 eta: 22:47:45 time: 0.3221 data_time: 0.0128 memory: 7470 loss: 0.6165 loss_cls: 0.2253 loss_bbox: 0.3912 2022/11/14 01:22:24 - mmengine - INFO - Epoch(train) [7][5050/8541] lr: 2.5000e-04 eta: 22:47:31 time: 0.3356 data_time: 0.0129 memory: 8221 loss: 0.6090 loss_cls: 0.2143 loss_bbox: 0.3947 2022/11/14 01:22:41 - mmengine - INFO - Epoch(train) [7][5100/8541] lr: 2.5000e-04 eta: 22:47:16 time: 0.3341 data_time: 0.0130 memory: 7882 loss: 0.6115 loss_cls: 0.2210 loss_bbox: 0.3905 2022/11/14 01:22:57 - mmengine - INFO - Epoch(train) [7][5150/8541] lr: 2.5000e-04 eta: 22:47:01 time: 0.3318 data_time: 0.0130 memory: 7759 loss: 0.5858 loss_cls: 0.2078 loss_bbox: 0.3780 2022/11/14 01:23:14 - mmengine - INFO - Epoch(train) [7][5200/8541] lr: 2.5000e-04 eta: 22:46:46 time: 0.3314 data_time: 0.0131 memory: 7084 loss: 0.6208 loss_cls: 0.2173 loss_bbox: 0.4035 2022/11/14 01:23:31 - mmengine - INFO - Epoch(train) [7][5250/8541] lr: 2.5000e-04 eta: 22:46:31 time: 0.3340 data_time: 0.0127 memory: 8327 loss: 0.6060 loss_cls: 0.2154 loss_bbox: 0.3906 2022/11/14 01:23:47 - mmengine - INFO - Epoch(train) [7][5300/8541] lr: 2.5000e-04 eta: 22:46:16 time: 0.3331 data_time: 0.0127 memory: 8025 loss: 0.6406 loss_cls: 0.2301 loss_bbox: 0.4105 2022/11/14 01:24:04 - mmengine - INFO - Epoch(train) [7][5350/8541] lr: 2.5000e-04 eta: 22:46:00 time: 0.3288 data_time: 0.0125 memory: 7612 loss: 0.6213 loss_cls: 0.2194 loss_bbox: 0.4019 2022/11/14 01:24:20 - mmengine - INFO - Epoch(train) [7][5400/8541] lr: 2.5000e-04 eta: 22:45:45 time: 0.3326 data_time: 0.0129 memory: 8086 loss: 0.6529 loss_cls: 0.2579 loss_bbox: 0.3950 2022/11/14 01:24:37 - mmengine - INFO - Epoch(train) [7][5450/8541] lr: 2.5000e-04 eta: 22:45:30 time: 0.3296 data_time: 0.0129 memory: 7601 loss: 0.6711 loss_cls: 0.2648 loss_bbox: 0.4063 2022/11/14 01:24:53 - mmengine - INFO - Epoch(train) [7][5500/8541] lr: 2.5000e-04 eta: 22:45:12 time: 0.3199 data_time: 0.0128 memory: 7799 loss: 0.6861 loss_cls: 0.2728 loss_bbox: 0.4133 2022/11/14 01:25:09 - mmengine - INFO - Epoch(train) [7][5550/8541] lr: 2.5000e-04 eta: 22:44:54 time: 0.3209 data_time: 0.0129 memory: 7452 loss: 0.6272 loss_cls: 0.2378 loss_bbox: 0.3894 2022/11/14 01:25:25 - mmengine - INFO - Epoch(train) [7][5600/8541] lr: 2.5000e-04 eta: 22:44:37 time: 0.3226 data_time: 0.0131 memory: 7631 loss: 0.6228 loss_cls: 0.2283 loss_bbox: 0.3946 2022/11/14 01:25:41 - mmengine - INFO - Epoch(train) [7][5650/8541] lr: 2.5000e-04 eta: 22:44:20 time: 0.3226 data_time: 0.0128 memory: 6817 loss: 0.6259 loss_cls: 0.2369 loss_bbox: 0.3890 2022/11/14 01:25:57 - mmengine - INFO - Epoch(train) [7][5700/8541] lr: 2.5000e-04 eta: 22:44:02 time: 0.3201 data_time: 0.0125 memory: 7095 loss: 0.6507 loss_cls: 0.2510 loss_bbox: 0.3998 2022/11/14 01:26:13 - mmengine - INFO - Epoch(train) [7][5750/8541] lr: 2.5000e-04 eta: 22:43:45 time: 0.3245 data_time: 0.0123 memory: 7819 loss: 0.6231 loss_cls: 0.2319 loss_bbox: 0.3912 2022/11/14 01:26:15 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 01:26:30 - mmengine - INFO - Epoch(train) [7][5800/8541] lr: 2.5000e-04 eta: 22:43:29 time: 0.3287 data_time: 0.0126 memory: 7426 loss: 0.6379 loss_cls: 0.2377 loss_bbox: 0.4002 2022/11/14 01:26:46 - mmengine - INFO - Epoch(train) [7][5850/8541] lr: 2.5000e-04 eta: 22:43:13 time: 0.3281 data_time: 0.0132 memory: 7471 loss: 0.6532 loss_cls: 0.2428 loss_bbox: 0.4104 2022/11/14 01:27:03 - mmengine - INFO - Epoch(train) [7][5900/8541] lr: 2.5000e-04 eta: 22:42:56 time: 0.3243 data_time: 0.0130 memory: 6902 loss: 0.6163 loss_cls: 0.2311 loss_bbox: 0.3852 2022/11/14 01:27:19 - mmengine - INFO - Epoch(train) [7][5950/8541] lr: 2.5000e-04 eta: 22:42:40 time: 0.3284 data_time: 0.0133 memory: 7687 loss: 0.6319 loss_cls: 0.2326 loss_bbox: 0.3993 2022/11/14 01:27:35 - mmengine - INFO - Epoch(train) [7][6000/8541] lr: 2.5000e-04 eta: 22:42:24 time: 0.3251 data_time: 0.0132 memory: 8740 loss: 0.6130 loss_cls: 0.2218 loss_bbox: 0.3911 2022/11/14 01:27:52 - mmengine - INFO - Epoch(train) [7][6050/8541] lr: 2.5000e-04 eta: 22:42:08 time: 0.3304 data_time: 0.0130 memory: 8183 loss: 0.6492 loss_cls: 0.2463 loss_bbox: 0.4030 2022/11/14 01:28:09 - mmengine - INFO - Epoch(train) [7][6100/8541] lr: 2.5000e-04 eta: 22:41:54 time: 0.3360 data_time: 0.0132 memory: 7681 loss: 0.6336 loss_cls: 0.2301 loss_bbox: 0.4036 2022/11/14 01:28:25 - mmengine - INFO - Epoch(train) [7][6150/8541] lr: 2.5000e-04 eta: 22:41:37 time: 0.3228 data_time: 0.0128 memory: 7495 loss: 0.6381 loss_cls: 0.2405 loss_bbox: 0.3976 2022/11/14 01:28:41 - mmengine - INFO - Epoch(train) [7][6200/8541] lr: 2.5000e-04 eta: 22:41:21 time: 0.3303 data_time: 0.0127 memory: 7504 loss: 0.6406 loss_cls: 0.2382 loss_bbox: 0.4024 2022/11/14 01:28:58 - mmengine - INFO - Epoch(train) [7][6250/8541] lr: 2.5000e-04 eta: 22:41:05 time: 0.3270 data_time: 0.0129 memory: 7241 loss: 0.6000 loss_cls: 0.2151 loss_bbox: 0.3849 2022/11/14 01:29:14 - mmengine - INFO - Epoch(train) [7][6300/8541] lr: 2.5000e-04 eta: 22:40:50 time: 0.3322 data_time: 0.0129 memory: 8140 loss: 0.6358 loss_cls: 0.2301 loss_bbox: 0.4056 2022/11/14 01:29:31 - mmengine - INFO - Epoch(train) [7][6350/8541] lr: 2.5000e-04 eta: 22:40:34 time: 0.3278 data_time: 0.0130 memory: 7554 loss: 0.6312 loss_cls: 0.2341 loss_bbox: 0.3972 2022/11/14 01:29:47 - mmengine - INFO - Epoch(train) [7][6400/8541] lr: 2.5000e-04 eta: 22:40:16 time: 0.3230 data_time: 0.0124 memory: 7544 loss: 0.6152 loss_cls: 0.2209 loss_bbox: 0.3943 2022/11/14 01:30:04 - mmengine - INFO - Epoch(train) [7][6450/8541] lr: 2.5000e-04 eta: 22:40:02 time: 0.3340 data_time: 0.0131 memory: 8321 loss: 0.6070 loss_cls: 0.2183 loss_bbox: 0.3887 2022/11/14 01:30:20 - mmengine - INFO - Epoch(train) [7][6500/8541] lr: 2.5000e-04 eta: 22:39:45 time: 0.3249 data_time: 0.0125 memory: 7151 loss: 0.6178 loss_cls: 0.2300 loss_bbox: 0.3878 2022/11/14 01:30:36 - mmengine - INFO - Epoch(train) [7][6550/8541] lr: 2.5000e-04 eta: 22:39:29 time: 0.3277 data_time: 0.0127 memory: 7187 loss: 0.5903 loss_cls: 0.2095 loss_bbox: 0.3808 2022/11/14 01:30:53 - mmengine - INFO - Epoch(train) [7][6600/8541] lr: 2.5000e-04 eta: 22:39:13 time: 0.3271 data_time: 0.0124 memory: 7154 loss: 0.6067 loss_cls: 0.2225 loss_bbox: 0.3841 2022/11/14 01:31:09 - mmengine - INFO - Epoch(train) [7][6650/8541] lr: 2.5000e-04 eta: 22:38:55 time: 0.3214 data_time: 0.0124 memory: 7225 loss: 0.6369 loss_cls: 0.2451 loss_bbox: 0.3918 2022/11/14 01:31:25 - mmengine - INFO - Epoch(train) [7][6700/8541] lr: 2.5000e-04 eta: 22:38:39 time: 0.3281 data_time: 0.0128 memory: 7330 loss: 0.6346 loss_cls: 0.2309 loss_bbox: 0.4037 2022/11/14 01:31:42 - mmengine - INFO - Epoch(train) [7][6750/8541] lr: 2.5000e-04 eta: 22:38:23 time: 0.3257 data_time: 0.0126 memory: 7180 loss: 0.6162 loss_cls: 0.2206 loss_bbox: 0.3956 2022/11/14 01:31:43 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 01:31:58 - mmengine - INFO - Epoch(train) [7][6800/8541] lr: 2.5000e-04 eta: 22:38:06 time: 0.3271 data_time: 0.0127 memory: 7306 loss: 0.6338 loss_cls: 0.2406 loss_bbox: 0.3932 2022/11/14 01:32:14 - mmengine - INFO - Epoch(train) [7][6850/8541] lr: 2.5000e-04 eta: 22:37:49 time: 0.3241 data_time: 0.0130 memory: 7780 loss: 0.6056 loss_cls: 0.2159 loss_bbox: 0.3898 2022/11/14 01:32:31 - mmengine - INFO - Epoch(train) [7][6900/8541] lr: 2.5000e-04 eta: 22:37:34 time: 0.3314 data_time: 0.0134 memory: 8424 loss: 0.6222 loss_cls: 0.2211 loss_bbox: 0.4011 2022/11/14 01:32:47 - mmengine - INFO - Epoch(train) [7][6950/8541] lr: 2.5000e-04 eta: 22:37:18 time: 0.3273 data_time: 0.0132 memory: 7066 loss: 0.6258 loss_cls: 0.2391 loss_bbox: 0.3867 2022/11/14 01:33:04 - mmengine - INFO - Epoch(train) [7][7000/8541] lr: 2.5000e-04 eta: 22:37:03 time: 0.3329 data_time: 0.0134 memory: 7910 loss: 0.5990 loss_cls: 0.2105 loss_bbox: 0.3885 2022/11/14 01:33:20 - mmengine - INFO - Epoch(train) [7][7050/8541] lr: 2.5000e-04 eta: 22:36:47 time: 0.3288 data_time: 0.0133 memory: 8343 loss: 0.5980 loss_cls: 0.2103 loss_bbox: 0.3877 2022/11/14 01:33:37 - mmengine - INFO - Epoch(train) [7][7100/8541] lr: 2.5000e-04 eta: 22:36:32 time: 0.3336 data_time: 0.0132 memory: 7809 loss: 0.6085 loss_cls: 0.2094 loss_bbox: 0.3990 2022/11/14 01:33:53 - mmengine - INFO - Epoch(train) [7][7150/8541] lr: 2.5000e-04 eta: 22:36:15 time: 0.3244 data_time: 0.0128 memory: 7543 loss: 0.6302 loss_cls: 0.2381 loss_bbox: 0.3922 2022/11/14 01:34:10 - mmengine - INFO - Epoch(train) [7][7200/8541] lr: 2.5000e-04 eta: 22:35:59 time: 0.3273 data_time: 0.0134 memory: 7837 loss: 0.6372 loss_cls: 0.2395 loss_bbox: 0.3978 2022/11/14 01:34:26 - mmengine - INFO - Epoch(train) [7][7250/8541] lr: 2.5000e-04 eta: 22:35:42 time: 0.3218 data_time: 0.0129 memory: 7564 loss: 0.6316 loss_cls: 0.2399 loss_bbox: 0.3917 2022/11/14 01:34:42 - mmengine - INFO - Epoch(train) [7][7300/8541] lr: 2.5000e-04 eta: 22:35:24 time: 0.3207 data_time: 0.0130 memory: 7124 loss: 0.6298 loss_cls: 0.2374 loss_bbox: 0.3924 2022/11/14 01:34:58 - mmengine - INFO - Epoch(train) [7][7350/8541] lr: 2.5000e-04 eta: 22:35:08 time: 0.3283 data_time: 0.0134 memory: 7992 loss: 0.6233 loss_cls: 0.2336 loss_bbox: 0.3896 2022/11/14 01:35:15 - mmengine - INFO - Epoch(train) [7][7400/8541] lr: 2.5000e-04 eta: 22:34:52 time: 0.3296 data_time: 0.0132 memory: 7876 loss: 0.6120 loss_cls: 0.2228 loss_bbox: 0.3892 2022/11/14 01:35:31 - mmengine - INFO - Epoch(train) [7][7450/8541] lr: 2.5000e-04 eta: 22:34:35 time: 0.3238 data_time: 0.0128 memory: 7142 loss: 0.6312 loss_cls: 0.2372 loss_bbox: 0.3940 2022/11/14 01:35:48 - mmengine - INFO - Epoch(train) [7][7500/8541] lr: 2.5000e-04 eta: 22:34:23 time: 0.3458 data_time: 0.0129 memory: 10543 loss: 0.6517 loss_cls: 0.2399 loss_bbox: 0.4118 2022/11/14 01:36:04 - mmengine - INFO - Epoch(train) [7][7550/8541] lr: 2.5000e-04 eta: 22:34:06 time: 0.3247 data_time: 0.0124 memory: 7186 loss: 0.6143 loss_cls: 0.2230 loss_bbox: 0.3913 2022/11/14 01:36:21 - mmengine - INFO - Epoch(train) [7][7600/8541] lr: 2.5000e-04 eta: 22:33:51 time: 0.3290 data_time: 0.0125 memory: 7520 loss: 0.6337 loss_cls: 0.2350 loss_bbox: 0.3987 2022/11/14 01:36:37 - mmengine - INFO - Epoch(train) [7][7650/8541] lr: 2.5000e-04 eta: 22:33:33 time: 0.3209 data_time: 0.0129 memory: 7458 loss: 0.6284 loss_cls: 0.2326 loss_bbox: 0.3958 2022/11/14 01:36:53 - mmengine - INFO - Epoch(train) [7][7700/8541] lr: 2.5000e-04 eta: 22:33:15 time: 0.3211 data_time: 0.0129 memory: 7131 loss: 0.6350 loss_cls: 0.2422 loss_bbox: 0.3929 2022/11/14 01:37:10 - mmengine - INFO - Epoch(train) [7][7750/8541] lr: 2.5000e-04 eta: 22:33:00 time: 0.3317 data_time: 0.0123 memory: 7366 loss: 0.5864 loss_cls: 0.2023 loss_bbox: 0.3842 2022/11/14 01:37:11 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 01:37:26 - mmengine - INFO - Epoch(train) [7][7800/8541] lr: 2.5000e-04 eta: 22:32:45 time: 0.3333 data_time: 0.0124 memory: 7518 loss: 0.6271 loss_cls: 0.2229 loss_bbox: 0.4042 2022/11/14 01:37:43 - mmengine - INFO - Epoch(train) [7][7850/8541] lr: 2.5000e-04 eta: 22:32:29 time: 0.3286 data_time: 0.0126 memory: 7111 loss: 0.6088 loss_cls: 0.2216 loss_bbox: 0.3872 2022/11/14 01:37:59 - mmengine - INFO - Epoch(train) [7][7900/8541] lr: 2.5000e-04 eta: 22:32:13 time: 0.3251 data_time: 0.0127 memory: 7118 loss: 0.6172 loss_cls: 0.2248 loss_bbox: 0.3924 2022/11/14 01:38:15 - mmengine - INFO - Epoch(train) [7][7950/8541] lr: 2.5000e-04 eta: 22:31:56 time: 0.3233 data_time: 0.0126 memory: 7307 loss: 0.6319 loss_cls: 0.2391 loss_bbox: 0.3929 2022/11/14 01:38:32 - mmengine - INFO - Epoch(train) [7][8000/8541] lr: 2.5000e-04 eta: 22:31:40 time: 0.3284 data_time: 0.0128 memory: 8002 loss: 0.6105 loss_cls: 0.2234 loss_bbox: 0.3870 2022/11/14 01:38:48 - mmengine - INFO - Epoch(train) [7][8050/8541] lr: 2.5000e-04 eta: 22:31:23 time: 0.3281 data_time: 0.0123 memory: 6997 loss: 0.6055 loss_cls: 0.2199 loss_bbox: 0.3857 2022/11/14 01:39:05 - mmengine - INFO - Epoch(train) [7][8100/8541] lr: 2.5000e-04 eta: 22:31:07 time: 0.3278 data_time: 0.0127 memory: 7426 loss: 0.6544 loss_cls: 0.2535 loss_bbox: 0.4009 2022/11/14 01:39:21 - mmengine - INFO - Epoch(train) [7][8150/8541] lr: 2.5000e-04 eta: 22:30:52 time: 0.3317 data_time: 0.0126 memory: 8275 loss: 0.6312 loss_cls: 0.2290 loss_bbox: 0.4022 2022/11/14 01:39:38 - mmengine - INFO - Epoch(train) [7][8200/8541] lr: 2.5000e-04 eta: 22:30:36 time: 0.3274 data_time: 0.0130 memory: 7567 loss: 0.6344 loss_cls: 0.2364 loss_bbox: 0.3980 2022/11/14 01:39:54 - mmengine - INFO - Epoch(train) [7][8250/8541] lr: 2.5000e-04 eta: 22:30:20 time: 0.3305 data_time: 0.0129 memory: 7371 loss: 0.6212 loss_cls: 0.2326 loss_bbox: 0.3885 2022/11/14 01:40:10 - mmengine - INFO - Epoch(train) [7][8300/8541] lr: 2.5000e-04 eta: 22:30:04 time: 0.3271 data_time: 0.0126 memory: 7395 loss: 0.6583 loss_cls: 0.2549 loss_bbox: 0.4034 2022/11/14 01:40:27 - mmengine - INFO - Epoch(train) [7][8350/8541] lr: 2.5000e-04 eta: 22:29:49 time: 0.3314 data_time: 0.0125 memory: 7997 loss: 0.6248 loss_cls: 0.2328 loss_bbox: 0.3920 2022/11/14 01:40:43 - mmengine - INFO - Epoch(train) [7][8400/8541] lr: 2.5000e-04 eta: 22:29:32 time: 0.3253 data_time: 0.0127 memory: 7728 loss: 0.6199 loss_cls: 0.2242 loss_bbox: 0.3957 2022/11/14 01:41:00 - mmengine - INFO - Epoch(train) [7][8450/8541] lr: 2.5000e-04 eta: 22:29:15 time: 0.3250 data_time: 0.0127 memory: 7800 loss: 0.6242 loss_cls: 0.2326 loss_bbox: 0.3916 2022/11/14 01:41:16 - mmengine - INFO - Epoch(train) [7][8500/8541] lr: 2.5000e-04 eta: 22:29:00 time: 0.3304 data_time: 0.0124 memory: 7567 loss: 0.6189 loss_cls: 0.2258 loss_bbox: 0.3930 2022/11/14 01:41:29 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 01:41:47 - mmengine - INFO - Epoch(train) [8][50/8541] lr: 2.5000e-04 eta: 22:28:33 time: 0.3421 data_time: 0.0213 memory: 7702 loss: 0.6140 loss_cls: 0.2223 loss_bbox: 0.3917 2022/11/14 01:42:03 - mmengine - INFO - Epoch(train) [8][100/8541] lr: 2.5000e-04 eta: 22:28:17 time: 0.3316 data_time: 0.0122 memory: 7682 loss: 0.6225 loss_cls: 0.2251 loss_bbox: 0.3974 2022/11/14 01:42:19 - mmengine - INFO - Epoch(train) [8][150/8541] lr: 2.5000e-04 eta: 22:28:00 time: 0.3214 data_time: 0.0120 memory: 6957 loss: 0.5948 loss_cls: 0.2185 loss_bbox: 0.3763 2022/11/14 01:42:35 - mmengine - INFO - Epoch(train) [8][200/8541] lr: 2.5000e-04 eta: 22:27:42 time: 0.3210 data_time: 0.0126 memory: 6866 loss: 0.6124 loss_cls: 0.2166 loss_bbox: 0.3958 2022/11/14 01:42:40 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 01:42:52 - mmengine - INFO - Epoch(train) [8][250/8541] lr: 2.5000e-04 eta: 22:27:26 time: 0.3289 data_time: 0.0126 memory: 7958 loss: 0.6142 loss_cls: 0.2249 loss_bbox: 0.3894 2022/11/14 01:43:08 - mmengine - INFO - Epoch(train) [8][300/8541] lr: 2.5000e-04 eta: 22:27:12 time: 0.3338 data_time: 0.0122 memory: 10545 loss: 0.5809 loss_cls: 0.2024 loss_bbox: 0.3785 2022/11/14 01:43:25 - mmengine - INFO - Epoch(train) [8][350/8541] lr: 2.5000e-04 eta: 22:26:54 time: 0.3218 data_time: 0.0122 memory: 7343 loss: 0.5957 loss_cls: 0.2116 loss_bbox: 0.3842 2022/11/14 01:43:41 - mmengine - INFO - Epoch(train) [8][400/8541] lr: 2.5000e-04 eta: 22:26:38 time: 0.3286 data_time: 0.0120 memory: 7972 loss: 0.6015 loss_cls: 0.2109 loss_bbox: 0.3906 2022/11/14 01:43:57 - mmengine - INFO - Epoch(train) [8][450/8541] lr: 2.5000e-04 eta: 22:26:21 time: 0.3242 data_time: 0.0123 memory: 7138 loss: 0.6107 loss_cls: 0.2193 loss_bbox: 0.3914 2022/11/14 01:44:14 - mmengine - INFO - Epoch(train) [8][500/8541] lr: 2.5000e-04 eta: 22:26:06 time: 0.3327 data_time: 0.0127 memory: 8192 loss: 0.5873 loss_cls: 0.2037 loss_bbox: 0.3837 2022/11/14 01:44:30 - mmengine - INFO - Epoch(train) [8][550/8541] lr: 2.5000e-04 eta: 22:25:50 time: 0.3287 data_time: 0.0124 memory: 7658 loss: 0.6198 loss_cls: 0.2274 loss_bbox: 0.3924 2022/11/14 01:44:46 - mmengine - INFO - Epoch(train) [8][600/8541] lr: 2.5000e-04 eta: 22:25:33 time: 0.3213 data_time: 0.0124 memory: 7813 loss: 0.5969 loss_cls: 0.2194 loss_bbox: 0.3775 2022/11/14 01:45:02 - mmengine - INFO - Epoch(train) [8][650/8541] lr: 2.5000e-04 eta: 22:25:15 time: 0.3193 data_time: 0.0120 memory: 6820 loss: 0.6263 loss_cls: 0.2245 loss_bbox: 0.4018 2022/11/14 01:45:19 - mmengine - INFO - Epoch(train) [8][700/8541] lr: 2.5000e-04 eta: 22:25:00 time: 0.3331 data_time: 0.0125 memory: 8643 loss: 0.6195 loss_cls: 0.2277 loss_bbox: 0.3919 2022/11/14 01:45:36 - mmengine - INFO - Epoch(train) [8][750/8541] lr: 2.5000e-04 eta: 22:24:45 time: 0.3320 data_time: 0.0121 memory: 8664 loss: 0.6342 loss_cls: 0.2257 loss_bbox: 0.4086 2022/11/14 01:45:52 - mmengine - INFO - Epoch(train) [8][800/8541] lr: 2.5000e-04 eta: 22:24:29 time: 0.3279 data_time: 0.0117 memory: 7634 loss: 0.6079 loss_cls: 0.2222 loss_bbox: 0.3857 2022/11/14 01:46:08 - mmengine - INFO - Epoch(train) [8][850/8541] lr: 2.5000e-04 eta: 22:24:12 time: 0.3229 data_time: 0.0121 memory: 8758 loss: 0.6115 loss_cls: 0.2325 loss_bbox: 0.3790 2022/11/14 01:46:25 - mmengine - INFO - Epoch(train) [8][900/8541] lr: 2.5000e-04 eta: 22:23:56 time: 0.3318 data_time: 0.0120 memory: 8334 loss: 0.6018 loss_cls: 0.2148 loss_bbox: 0.3870 2022/11/14 01:46:42 - mmengine - INFO - Epoch(train) [8][950/8541] lr: 2.5000e-04 eta: 22:23:42 time: 0.3361 data_time: 0.0121 memory: 8063 loss: 0.6197 loss_cls: 0.2235 loss_bbox: 0.3962 2022/11/14 01:46:58 - mmengine - INFO - Epoch(train) [8][1000/8541] lr: 2.5000e-04 eta: 22:23:25 time: 0.3234 data_time: 0.0129 memory: 7244 loss: 0.6136 loss_cls: 0.2272 loss_bbox: 0.3865 2022/11/14 01:47:14 - mmengine - INFO - Epoch(train) [8][1050/8541] lr: 2.5000e-04 eta: 22:23:08 time: 0.3257 data_time: 0.0123 memory: 7434 loss: 0.6005 loss_cls: 0.2148 loss_bbox: 0.3857 2022/11/14 01:47:31 - mmengine - INFO - Epoch(train) [8][1100/8541] lr: 2.5000e-04 eta: 22:22:52 time: 0.3249 data_time: 0.0121 memory: 7133 loss: 0.6016 loss_cls: 0.2111 loss_bbox: 0.3905 2022/11/14 01:47:47 - mmengine - INFO - Epoch(train) [8][1150/8541] lr: 2.5000e-04 eta: 22:22:34 time: 0.3228 data_time: 0.0121 memory: 7365 loss: 0.6177 loss_cls: 0.2241 loss_bbox: 0.3936 2022/11/14 01:48:03 - mmengine - INFO - Epoch(train) [8][1200/8541] lr: 2.5000e-04 eta: 22:22:17 time: 0.3214 data_time: 0.0118 memory: 6962 loss: 0.6328 loss_cls: 0.2337 loss_bbox: 0.3991 2022/11/14 01:48:07 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 01:48:19 - mmengine - INFO - Epoch(train) [8][1250/8541] lr: 2.5000e-04 eta: 22:22:01 time: 0.3287 data_time: 0.0119 memory: 7893 loss: 0.6010 loss_cls: 0.2208 loss_bbox: 0.3802 2022/11/14 01:48:36 - mmengine - INFO - Epoch(train) [8][1300/8541] lr: 2.5000e-04 eta: 22:21:45 time: 0.3264 data_time: 0.0122 memory: 7539 loss: 0.5903 loss_cls: 0.2186 loss_bbox: 0.3717 2022/11/14 01:48:52 - mmengine - INFO - Epoch(train) [8][1350/8541] lr: 2.5000e-04 eta: 22:21:28 time: 0.3249 data_time: 0.0119 memory: 7349 loss: 0.6019 loss_cls: 0.2136 loss_bbox: 0.3884 2022/11/14 01:49:08 - mmengine - INFO - Epoch(train) [8][1400/8541] lr: 2.5000e-04 eta: 22:21:11 time: 0.3230 data_time: 0.0123 memory: 7214 loss: 0.6300 loss_cls: 0.2279 loss_bbox: 0.4021 2022/11/14 01:49:24 - mmengine - INFO - Epoch(train) [8][1450/8541] lr: 2.5000e-04 eta: 22:20:54 time: 0.3260 data_time: 0.0122 memory: 7065 loss: 0.6477 loss_cls: 0.2394 loss_bbox: 0.4083 2022/11/14 01:49:40 - mmengine - INFO - Epoch(train) [8][1500/8541] lr: 2.5000e-04 eta: 22:20:37 time: 0.3198 data_time: 0.0123 memory: 6679 loss: 0.6040 loss_cls: 0.2224 loss_bbox: 0.3816 2022/11/14 01:49:56 - mmengine - INFO - Epoch(train) [8][1550/8541] lr: 2.5000e-04 eta: 22:20:19 time: 0.3228 data_time: 0.0122 memory: 7150 loss: 0.6206 loss_cls: 0.2305 loss_bbox: 0.3901 2022/11/14 01:50:13 - mmengine - INFO - Epoch(train) [8][1600/8541] lr: 2.5000e-04 eta: 22:20:03 time: 0.3262 data_time: 0.0124 memory: 7545 loss: 0.6397 loss_cls: 0.2388 loss_bbox: 0.4009 2022/11/14 01:50:29 - mmengine - INFO - Epoch(train) [8][1650/8541] lr: 2.5000e-04 eta: 22:19:46 time: 0.3248 data_time: 0.0124 memory: 7095 loss: 0.6202 loss_cls: 0.2257 loss_bbox: 0.3946 2022/11/14 01:50:45 - mmengine - INFO - Epoch(train) [8][1700/8541] lr: 2.5000e-04 eta: 22:19:29 time: 0.3241 data_time: 0.0126 memory: 7660 loss: 0.6205 loss_cls: 0.2303 loss_bbox: 0.3902 2022/11/14 01:51:01 - mmengine - INFO - Epoch(train) [8][1750/8541] lr: 2.5000e-04 eta: 22:19:12 time: 0.3201 data_time: 0.0124 memory: 7281 loss: 0.6105 loss_cls: 0.2302 loss_bbox: 0.3803 2022/11/14 01:51:18 - mmengine - INFO - Epoch(train) [8][1800/8541] lr: 2.5000e-04 eta: 22:18:57 time: 0.3352 data_time: 0.0124 memory: 7853 loss: 0.5687 loss_cls: 0.1895 loss_bbox: 0.3792 2022/11/14 01:51:35 - mmengine - INFO - Epoch(train) [8][1850/8541] lr: 2.5000e-04 eta: 22:18:42 time: 0.3313 data_time: 0.0132 memory: 9048 loss: 0.5971 loss_cls: 0.2145 loss_bbox: 0.3827 2022/11/14 01:51:52 - mmengine - INFO - Epoch(train) [8][1900/8541] lr: 2.5000e-04 eta: 22:18:28 time: 0.3386 data_time: 0.0129 memory: 7877 loss: 0.6080 loss_cls: 0.2087 loss_bbox: 0.3993 2022/11/14 01:52:08 - mmengine - INFO - Epoch(train) [8][1950/8541] lr: 2.5000e-04 eta: 22:18:11 time: 0.3261 data_time: 0.0132 memory: 7044 loss: 0.5812 loss_cls: 0.2072 loss_bbox: 0.3740 2022/11/14 01:52:24 - mmengine - INFO - Epoch(train) [8][2000/8541] lr: 2.5000e-04 eta: 22:17:55 time: 0.3254 data_time: 0.0131 memory: 7314 loss: 0.6185 loss_cls: 0.2265 loss_bbox: 0.3920 2022/11/14 01:52:41 - mmengine - INFO - Epoch(train) [8][2050/8541] lr: 2.5000e-04 eta: 22:17:38 time: 0.3245 data_time: 0.0130 memory: 8241 loss: 0.5996 loss_cls: 0.2214 loss_bbox: 0.3782 2022/11/14 01:52:57 - mmengine - INFO - Epoch(train) [8][2100/8541] lr: 2.5000e-04 eta: 22:17:22 time: 0.3313 data_time: 0.0127 memory: 7562 loss: 0.6024 loss_cls: 0.2182 loss_bbox: 0.3842 2022/11/14 01:53:13 - mmengine - INFO - Epoch(train) [8][2150/8541] lr: 2.5000e-04 eta: 22:17:06 time: 0.3256 data_time: 0.0128 memory: 7112 loss: 0.6447 loss_cls: 0.2433 loss_bbox: 0.4014 2022/11/14 01:53:30 - mmengine - INFO - Epoch(train) [8][2200/8541] lr: 2.5000e-04 eta: 22:16:50 time: 0.3293 data_time: 0.0128 memory: 7836 loss: 0.5950 loss_cls: 0.2135 loss_bbox: 0.3815 2022/11/14 01:53:34 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 01:53:46 - mmengine - INFO - Epoch(train) [8][2250/8541] lr: 2.5000e-04 eta: 22:16:34 time: 0.3254 data_time: 0.0125 memory: 7107 loss: 0.6118 loss_cls: 0.2239 loss_bbox: 0.3878 2022/11/14 01:54:02 - mmengine - INFO - Epoch(train) [8][2300/8541] lr: 2.5000e-04 eta: 22:16:16 time: 0.3232 data_time: 0.0120 memory: 7294 loss: 0.6214 loss_cls: 0.2333 loss_bbox: 0.3881 2022/11/14 01:54:19 - mmengine - INFO - Epoch(train) [8][2350/8541] lr: 2.5000e-04 eta: 22:16:01 time: 0.3312 data_time: 0.0129 memory: 7357 loss: 0.6320 loss_cls: 0.2355 loss_bbox: 0.3965 2022/11/14 01:54:35 - mmengine - INFO - Epoch(train) [8][2400/8541] lr: 2.5000e-04 eta: 22:15:44 time: 0.3223 data_time: 0.0120 memory: 7812 loss: 0.5965 loss_cls: 0.2169 loss_bbox: 0.3796 2022/11/14 01:54:51 - mmengine - INFO - Epoch(train) [8][2450/8541] lr: 2.5000e-04 eta: 22:15:27 time: 0.3226 data_time: 0.0125 memory: 7145 loss: 0.6225 loss_cls: 0.2289 loss_bbox: 0.3936 2022/11/14 01:55:08 - mmengine - INFO - Epoch(train) [8][2500/8541] lr: 2.5000e-04 eta: 22:15:12 time: 0.3336 data_time: 0.0126 memory: 8414 loss: 0.6361 loss_cls: 0.2394 loss_bbox: 0.3967 2022/11/14 01:55:24 - mmengine - INFO - Epoch(train) [8][2550/8541] lr: 2.5000e-04 eta: 22:14:55 time: 0.3241 data_time: 0.0120 memory: 7481 loss: 0.6326 loss_cls: 0.2358 loss_bbox: 0.3968 2022/11/14 01:55:40 - mmengine - INFO - Epoch(train) [8][2600/8541] lr: 2.5000e-04 eta: 22:14:38 time: 0.3264 data_time: 0.0124 memory: 7524 loss: 0.6369 loss_cls: 0.2481 loss_bbox: 0.3887 2022/11/14 01:55:57 - mmengine - INFO - Epoch(train) [8][2650/8541] lr: 2.5000e-04 eta: 22:14:22 time: 0.3253 data_time: 0.0125 memory: 7310 loss: 0.6028 loss_cls: 0.2136 loss_bbox: 0.3892 2022/11/14 01:56:13 - mmengine - INFO - Epoch(train) [8][2700/8541] lr: 2.5000e-04 eta: 22:14:05 time: 0.3250 data_time: 0.0124 memory: 7391 loss: 0.5874 loss_cls: 0.2158 loss_bbox: 0.3716 2022/11/14 01:56:30 - mmengine - INFO - Epoch(train) [8][2750/8541] lr: 2.5000e-04 eta: 22:13:50 time: 0.3312 data_time: 0.0127 memory: 7737 loss: 0.6136 loss_cls: 0.2208 loss_bbox: 0.3928 2022/11/14 01:56:46 - mmengine - INFO - Epoch(train) [8][2800/8541] lr: 2.5000e-04 eta: 22:13:33 time: 0.3259 data_time: 0.0126 memory: 7207 loss: 0.6124 loss_cls: 0.2339 loss_bbox: 0.3785 2022/11/14 01:57:03 - mmengine - INFO - Epoch(train) [8][2850/8541] lr: 2.5000e-04 eta: 22:13:18 time: 0.3310 data_time: 0.0128 memory: 7248 loss: 0.6201 loss_cls: 0.2265 loss_bbox: 0.3936 2022/11/14 01:57:19 - mmengine - INFO - Epoch(train) [8][2900/8541] lr: 2.5000e-04 eta: 22:13:01 time: 0.3262 data_time: 0.0125 memory: 7438 loss: 0.5819 loss_cls: 0.2110 loss_bbox: 0.3708 2022/11/14 01:57:35 - mmengine - INFO - Epoch(train) [8][2950/8541] lr: 2.5000e-04 eta: 22:12:46 time: 0.3300 data_time: 0.0127 memory: 7223 loss: 0.5966 loss_cls: 0.2171 loss_bbox: 0.3796 2022/11/14 01:57:52 - mmengine - INFO - Epoch(train) [8][3000/8541] lr: 2.5000e-04 eta: 22:12:29 time: 0.3263 data_time: 0.0123 memory: 7724 loss: 0.5979 loss_cls: 0.2175 loss_bbox: 0.3804 2022/11/14 01:58:08 - mmengine - INFO - Epoch(train) [8][3050/8541] lr: 2.5000e-04 eta: 22:12:12 time: 0.3213 data_time: 0.0125 memory: 6977 loss: 0.6102 loss_cls: 0.2234 loss_bbox: 0.3869 2022/11/14 01:58:24 - mmengine - INFO - Epoch(train) [8][3100/8541] lr: 2.5000e-04 eta: 22:11:55 time: 0.3269 data_time: 0.0124 memory: 7357 loss: 0.5747 loss_cls: 0.2098 loss_bbox: 0.3649 2022/11/14 01:58:40 - mmengine - INFO - Epoch(train) [8][3150/8541] lr: 2.5000e-04 eta: 22:11:38 time: 0.3210 data_time: 0.0125 memory: 7225 loss: 0.6266 loss_cls: 0.2348 loss_bbox: 0.3918 2022/11/14 01:58:57 - mmengine - INFO - Epoch(train) [8][3200/8541] lr: 2.5000e-04 eta: 22:11:22 time: 0.3263 data_time: 0.0125 memory: 7352 loss: 0.6569 loss_cls: 0.2487 loss_bbox: 0.4082 2022/11/14 01:59:01 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 01:59:13 - mmengine - INFO - Epoch(train) [8][3250/8541] lr: 2.5000e-04 eta: 22:11:05 time: 0.3256 data_time: 0.0128 memory: 7098 loss: 0.6213 loss_cls: 0.2252 loss_bbox: 0.3961 2022/11/14 01:59:29 - mmengine - INFO - Epoch(train) [8][3300/8541] lr: 2.5000e-04 eta: 22:10:49 time: 0.3274 data_time: 0.0127 memory: 8260 loss: 0.5601 loss_cls: 0.1962 loss_bbox: 0.3638 2022/11/14 01:59:46 - mmengine - INFO - Epoch(train) [8][3350/8541] lr: 2.5000e-04 eta: 22:10:33 time: 0.3288 data_time: 0.0125 memory: 8076 loss: 0.6329 loss_cls: 0.2409 loss_bbox: 0.3920 2022/11/14 02:00:02 - mmengine - INFO - Epoch(train) [8][3400/8541] lr: 2.5000e-04 eta: 22:10:17 time: 0.3268 data_time: 0.0122 memory: 7432 loss: 0.6185 loss_cls: 0.2249 loss_bbox: 0.3937 2022/11/14 02:00:18 - mmengine - INFO - Epoch(train) [8][3450/8541] lr: 2.5000e-04 eta: 22:10:00 time: 0.3250 data_time: 0.0123 memory: 7028 loss: 0.6336 loss_cls: 0.2351 loss_bbox: 0.3985 2022/11/14 02:00:35 - mmengine - INFO - Epoch(train) [8][3500/8541] lr: 2.5000e-04 eta: 22:09:44 time: 0.3304 data_time: 0.0124 memory: 7492 loss: 0.6069 loss_cls: 0.2195 loss_bbox: 0.3875 2022/11/14 02:00:51 - mmengine - INFO - Epoch(train) [8][3550/8541] lr: 2.5000e-04 eta: 22:09:28 time: 0.3274 data_time: 0.0126 memory: 8748 loss: 0.6246 loss_cls: 0.2208 loss_bbox: 0.4038 2022/11/14 02:01:08 - mmengine - INFO - Epoch(train) [8][3600/8541] lr: 2.5000e-04 eta: 22:09:12 time: 0.3266 data_time: 0.0132 memory: 7185 loss: 0.6237 loss_cls: 0.2297 loss_bbox: 0.3940 2022/11/14 02:01:24 - mmengine - INFO - Epoch(train) [8][3650/8541] lr: 2.5000e-04 eta: 22:08:55 time: 0.3257 data_time: 0.0127 memory: 7359 loss: 0.6176 loss_cls: 0.2256 loss_bbox: 0.3919 2022/11/14 02:01:40 - mmengine - INFO - Epoch(train) [8][3700/8541] lr: 2.5000e-04 eta: 22:08:38 time: 0.3218 data_time: 0.0125 memory: 7655 loss: 0.5970 loss_cls: 0.2181 loss_bbox: 0.3789 2022/11/14 02:01:56 - mmengine - INFO - Epoch(train) [8][3750/8541] lr: 2.5000e-04 eta: 22:08:21 time: 0.3268 data_time: 0.0126 memory: 7521 loss: 0.6109 loss_cls: 0.2228 loss_bbox: 0.3881 2022/11/14 02:02:13 - mmengine - INFO - Epoch(train) [8][3800/8541] lr: 2.5000e-04 eta: 22:08:05 time: 0.3236 data_time: 0.0127 memory: 7953 loss: 0.6103 loss_cls: 0.2261 loss_bbox: 0.3842 2022/11/14 02:02:29 - mmengine - INFO - Epoch(train) [8][3850/8541] lr: 2.5000e-04 eta: 22:07:48 time: 0.3241 data_time: 0.0131 memory: 8833 loss: 0.6108 loss_cls: 0.2211 loss_bbox: 0.3897 2022/11/14 02:02:45 - mmengine - INFO - Epoch(train) [8][3900/8541] lr: 2.5000e-04 eta: 22:07:30 time: 0.3169 data_time: 0.0126 memory: 7216 loss: 0.6401 loss_cls: 0.2453 loss_bbox: 0.3947 2022/11/14 02:03:01 - mmengine - INFO - Epoch(train) [8][3950/8541] lr: 2.5000e-04 eta: 22:07:14 time: 0.3307 data_time: 0.0127 memory: 7632 loss: 0.5955 loss_cls: 0.2166 loss_bbox: 0.3790 2022/11/14 02:03:17 - mmengine - INFO - Epoch(train) [8][4000/8541] lr: 2.5000e-04 eta: 22:06:57 time: 0.3225 data_time: 0.0130 memory: 7312 loss: 0.6247 loss_cls: 0.2310 loss_bbox: 0.3937 2022/11/14 02:03:34 - mmengine - INFO - Epoch(train) [8][4050/8541] lr: 2.5000e-04 eta: 22:06:40 time: 0.3220 data_time: 0.0129 memory: 7417 loss: 0.5885 loss_cls: 0.2069 loss_bbox: 0.3816 2022/11/14 02:03:50 - mmengine - INFO - Epoch(train) [8][4100/8541] lr: 2.5000e-04 eta: 22:06:23 time: 0.3274 data_time: 0.0131 memory: 8376 loss: 0.6473 loss_cls: 0.2466 loss_bbox: 0.4007 2022/11/14 02:04:07 - mmengine - INFO - Epoch(train) [8][4150/8541] lr: 2.5000e-04 eta: 22:06:08 time: 0.3309 data_time: 0.0131 memory: 7953 loss: 0.6097 loss_cls: 0.2149 loss_bbox: 0.3948 2022/11/14 02:04:23 - mmengine - INFO - Epoch(train) [8][4200/8541] lr: 2.5000e-04 eta: 22:05:52 time: 0.3281 data_time: 0.0128 memory: 6997 loss: 0.5996 loss_cls: 0.2246 loss_bbox: 0.3750 2022/11/14 02:04:27 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 02:04:39 - mmengine - INFO - Epoch(train) [8][4250/8541] lr: 2.5000e-04 eta: 22:05:35 time: 0.3235 data_time: 0.0124 memory: 7307 loss: 0.6285 loss_cls: 0.2315 loss_bbox: 0.3971 2022/11/14 02:04:55 - mmengine - INFO - Epoch(train) [8][4300/8541] lr: 2.5000e-04 eta: 22:05:18 time: 0.3238 data_time: 0.0129 memory: 7814 loss: 0.6156 loss_cls: 0.2297 loss_bbox: 0.3859 2022/11/14 02:05:11 - mmengine - INFO - Epoch(train) [8][4350/8541] lr: 2.5000e-04 eta: 22:05:00 time: 0.3211 data_time: 0.0125 memory: 6896 loss: 0.6246 loss_cls: 0.2338 loss_bbox: 0.3908 2022/11/14 02:05:28 - mmengine - INFO - Epoch(train) [8][4400/8541] lr: 2.5000e-04 eta: 22:04:43 time: 0.3215 data_time: 0.0121 memory: 6899 loss: 0.5933 loss_cls: 0.2142 loss_bbox: 0.3791 2022/11/14 02:05:44 - mmengine - INFO - Epoch(train) [8][4450/8541] lr: 2.5000e-04 eta: 22:04:28 time: 0.3324 data_time: 0.0119 memory: 8425 loss: 0.5952 loss_cls: 0.2153 loss_bbox: 0.3799 2022/11/14 02:06:01 - mmengine - INFO - Epoch(train) [8][4500/8541] lr: 2.5000e-04 eta: 22:04:12 time: 0.3281 data_time: 0.0126 memory: 7135 loss: 0.5905 loss_cls: 0.2125 loss_bbox: 0.3780 2022/11/14 02:06:17 - mmengine - INFO - Epoch(train) [8][4550/8541] lr: 2.5000e-04 eta: 22:03:55 time: 0.3242 data_time: 0.0130 memory: 7587 loss: 0.6049 loss_cls: 0.2151 loss_bbox: 0.3898 2022/11/14 02:06:33 - mmengine - INFO - Epoch(train) [8][4600/8541] lr: 2.5000e-04 eta: 22:03:38 time: 0.3229 data_time: 0.0133 memory: 7090 loss: 0.6323 loss_cls: 0.2348 loss_bbox: 0.3975 2022/11/14 02:06:49 - mmengine - INFO - Epoch(train) [8][4650/8541] lr: 2.5000e-04 eta: 22:03:21 time: 0.3233 data_time: 0.0134 memory: 7425 loss: 0.6277 loss_cls: 0.2373 loss_bbox: 0.3904 2022/11/14 02:07:06 - mmengine - INFO - Epoch(train) [8][4700/8541] lr: 2.5000e-04 eta: 22:03:05 time: 0.3308 data_time: 0.0137 memory: 8942 loss: 0.6037 loss_cls: 0.2198 loss_bbox: 0.3840 2022/11/14 02:07:22 - mmengine - INFO - Epoch(train) [8][4750/8541] lr: 2.5000e-04 eta: 22:02:48 time: 0.3217 data_time: 0.0133 memory: 7242 loss: 0.6489 loss_cls: 0.2503 loss_bbox: 0.3986 2022/11/14 02:07:39 - mmengine - INFO - Epoch(train) [8][4800/8541] lr: 2.5000e-04 eta: 22:02:33 time: 0.3345 data_time: 0.0132 memory: 7613 loss: 0.6340 loss_cls: 0.2303 loss_bbox: 0.4038 2022/11/14 02:07:55 - mmengine - INFO - Epoch(train) [8][4850/8541] lr: 2.5000e-04 eta: 22:02:17 time: 0.3291 data_time: 0.0133 memory: 7529 loss: 0.6147 loss_cls: 0.2260 loss_bbox: 0.3886 2022/11/14 02:08:11 - mmengine - INFO - Epoch(train) [8][4900/8541] lr: 2.5000e-04 eta: 22:02:01 time: 0.3248 data_time: 0.0131 memory: 8326 loss: 0.6250 loss_cls: 0.2382 loss_bbox: 0.3868 2022/11/14 02:08:28 - mmengine - INFO - Epoch(train) [8][4950/8541] lr: 2.5000e-04 eta: 22:01:46 time: 0.3339 data_time: 0.0133 memory: 7347 loss: 0.6154 loss_cls: 0.2216 loss_bbox: 0.3938 2022/11/14 02:08:45 - mmengine - INFO - Epoch(train) [8][5000/8541] lr: 2.5000e-04 eta: 22:01:30 time: 0.3308 data_time: 0.0132 memory: 8606 loss: 0.6088 loss_cls: 0.2216 loss_bbox: 0.3872 2022/11/14 02:09:01 - mmengine - INFO - Epoch(train) [8][5050/8541] lr: 2.5000e-04 eta: 22:01:15 time: 0.3357 data_time: 0.0131 memory: 8068 loss: 0.6318 loss_cls: 0.2289 loss_bbox: 0.4029 2022/11/14 02:09:17 - mmengine - INFO - Epoch(train) [8][5100/8541] lr: 2.5000e-04 eta: 22:00:58 time: 0.3188 data_time: 0.0128 memory: 7090 loss: 0.5863 loss_cls: 0.2114 loss_bbox: 0.3748 2022/11/14 02:09:34 - mmengine - INFO - Epoch(train) [8][5150/8541] lr: 2.5000e-04 eta: 22:00:42 time: 0.3282 data_time: 0.0131 memory: 7573 loss: 0.6132 loss_cls: 0.2225 loss_bbox: 0.3907 2022/11/14 02:09:50 - mmengine - INFO - Epoch(train) [8][5200/8541] lr: 2.5000e-04 eta: 22:00:25 time: 0.3281 data_time: 0.0130 memory: 7135 loss: 0.6002 loss_cls: 0.2167 loss_bbox: 0.3835 2022/11/14 02:09:55 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 02:10:07 - mmengine - INFO - Epoch(train) [8][5250/8541] lr: 2.5000e-04 eta: 22:00:10 time: 0.3291 data_time: 0.0130 memory: 7540 loss: 0.6178 loss_cls: 0.2288 loss_bbox: 0.3890 2022/11/14 02:10:23 - mmengine - INFO - Epoch(train) [8][5300/8541] lr: 2.5000e-04 eta: 21:59:54 time: 0.3330 data_time: 0.0132 memory: 7573 loss: 0.6005 loss_cls: 0.2195 loss_bbox: 0.3810 2022/11/14 02:10:40 - mmengine - INFO - Epoch(train) [8][5350/8541] lr: 2.5000e-04 eta: 21:59:38 time: 0.3260 data_time: 0.0132 memory: 7072 loss: 0.6350 loss_cls: 0.2396 loss_bbox: 0.3954 2022/11/14 02:10:56 - mmengine - INFO - Epoch(train) [8][5400/8541] lr: 2.5000e-04 eta: 21:59:22 time: 0.3275 data_time: 0.0132 memory: 7883 loss: 0.6137 loss_cls: 0.2236 loss_bbox: 0.3901 2022/11/14 02:11:12 - mmengine - INFO - Epoch(train) [8][5450/8541] lr: 2.5000e-04 eta: 21:59:05 time: 0.3225 data_time: 0.0129 memory: 7118 loss: 0.6206 loss_cls: 0.2272 loss_bbox: 0.3934 2022/11/14 02:11:28 - mmengine - INFO - Epoch(train) [8][5500/8541] lr: 2.5000e-04 eta: 21:58:48 time: 0.3243 data_time: 0.0135 memory: 7775 loss: 0.6236 loss_cls: 0.2358 loss_bbox: 0.3878 2022/11/14 02:11:45 - mmengine - INFO - Epoch(train) [8][5550/8541] lr: 2.5000e-04 eta: 21:58:32 time: 0.3277 data_time: 0.0128 memory: 7651 loss: 0.5978 loss_cls: 0.2165 loss_bbox: 0.3813 2022/11/14 02:12:02 - mmengine - INFO - Epoch(train) [8][5600/8541] lr: 2.5000e-04 eta: 21:58:17 time: 0.3344 data_time: 0.0127 memory: 8194 loss: 0.6155 loss_cls: 0.2228 loss_bbox: 0.3927 2022/11/14 02:12:18 - mmengine - INFO - Epoch(train) [8][5650/8541] lr: 2.5000e-04 eta: 21:58:00 time: 0.3250 data_time: 0.0126 memory: 7651 loss: 0.6162 loss_cls: 0.2352 loss_bbox: 0.3810 2022/11/14 02:12:34 - mmengine - INFO - Epoch(train) [8][5700/8541] lr: 2.5000e-04 eta: 21:57:43 time: 0.3251 data_time: 0.0127 memory: 7143 loss: 0.6207 loss_cls: 0.2246 loss_bbox: 0.3961 2022/11/14 02:12:51 - mmengine - INFO - Epoch(train) [8][5750/8541] lr: 2.5000e-04 eta: 21:57:29 time: 0.3350 data_time: 0.0127 memory: 7985 loss: 0.6112 loss_cls: 0.2169 loss_bbox: 0.3943 2022/11/14 02:13:07 - mmengine - INFO - Epoch(train) [8][5800/8541] lr: 2.5000e-04 eta: 21:57:13 time: 0.3289 data_time: 0.0133 memory: 7537 loss: 0.6228 loss_cls: 0.2314 loss_bbox: 0.3914 2022/11/14 02:13:24 - mmengine - INFO - Epoch(train) [8][5850/8541] lr: 2.5000e-04 eta: 21:56:56 time: 0.3263 data_time: 0.0128 memory: 7032 loss: 0.6384 loss_cls: 0.2416 loss_bbox: 0.3968 2022/11/14 02:13:40 - mmengine - INFO - Epoch(train) [8][5900/8541] lr: 2.5000e-04 eta: 21:56:41 time: 0.3334 data_time: 0.0132 memory: 8525 loss: 0.6349 loss_cls: 0.2364 loss_bbox: 0.3985 2022/11/14 02:13:57 - mmengine - INFO - Epoch(train) [8][5950/8541] lr: 2.5000e-04 eta: 21:56:24 time: 0.3242 data_time: 0.0129 memory: 7017 loss: 0.5734 loss_cls: 0.2030 loss_bbox: 0.3704 2022/11/14 02:14:13 - mmengine - INFO - Epoch(train) [8][6000/8541] lr: 2.5000e-04 eta: 21:56:09 time: 0.3291 data_time: 0.0136 memory: 9579 loss: 0.6102 loss_cls: 0.2317 loss_bbox: 0.3784 2022/11/14 02:14:29 - mmengine - INFO - Epoch(train) [8][6050/8541] lr: 2.5000e-04 eta: 21:55:52 time: 0.3237 data_time: 0.0131 memory: 8278 loss: 0.6058 loss_cls: 0.2243 loss_bbox: 0.3815 2022/11/14 02:14:46 - mmengine - INFO - Epoch(train) [8][6100/8541] lr: 2.5000e-04 eta: 21:55:35 time: 0.3228 data_time: 0.0133 memory: 7515 loss: 0.6210 loss_cls: 0.2327 loss_bbox: 0.3883 2022/11/14 02:15:02 - mmengine - INFO - Epoch(train) [8][6150/8541] lr: 2.5000e-04 eta: 21:55:18 time: 0.3229 data_time: 0.0131 memory: 6854 loss: 0.6091 loss_cls: 0.2280 loss_bbox: 0.3812 2022/11/14 02:15:18 - mmengine - INFO - Epoch(train) [8][6200/8541] lr: 2.5000e-04 eta: 21:55:01 time: 0.3273 data_time: 0.0131 memory: 7822 loss: 0.5878 loss_cls: 0.2160 loss_bbox: 0.3717 2022/11/14 02:15:22 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 02:15:35 - mmengine - INFO - Epoch(train) [8][6250/8541] lr: 2.5000e-04 eta: 21:54:45 time: 0.3293 data_time: 0.0132 memory: 8006 loss: 0.6352 loss_cls: 0.2353 loss_bbox: 0.3999 2022/11/14 02:15:51 - mmengine - INFO - Epoch(train) [8][6300/8541] lr: 2.5000e-04 eta: 21:54:29 time: 0.3269 data_time: 0.0127 memory: 7709 loss: 0.5994 loss_cls: 0.2164 loss_bbox: 0.3830 2022/11/14 02:16:07 - mmengine - INFO - Epoch(train) [8][6350/8541] lr: 2.5000e-04 eta: 21:54:13 time: 0.3264 data_time: 0.0130 memory: 8912 loss: 0.5902 loss_cls: 0.2070 loss_bbox: 0.3831 2022/11/14 02:16:24 - mmengine - INFO - Epoch(train) [8][6400/8541] lr: 2.5000e-04 eta: 21:53:57 time: 0.3304 data_time: 0.0126 memory: 8112 loss: 0.6081 loss_cls: 0.2246 loss_bbox: 0.3836 2022/11/14 02:16:40 - mmengine - INFO - Epoch(train) [8][6450/8541] lr: 2.5000e-04 eta: 21:53:41 time: 0.3268 data_time: 0.0131 memory: 7516 loss: 0.6133 loss_cls: 0.2212 loss_bbox: 0.3921 2022/11/14 02:16:56 - mmengine - INFO - Epoch(train) [8][6500/8541] lr: 2.5000e-04 eta: 21:53:24 time: 0.3253 data_time: 0.0132 memory: 7226 loss: 0.6466 loss_cls: 0.2397 loss_bbox: 0.4070 2022/11/14 02:17:13 - mmengine - INFO - Epoch(train) [8][6550/8541] lr: 2.5000e-04 eta: 21:53:09 time: 0.3339 data_time: 0.0129 memory: 7620 loss: 0.6056 loss_cls: 0.2109 loss_bbox: 0.3946 2022/11/14 02:17:30 - mmengine - INFO - Epoch(train) [8][6600/8541] lr: 2.5000e-04 eta: 21:52:53 time: 0.3271 data_time: 0.0129 memory: 7099 loss: 0.6052 loss_cls: 0.2229 loss_bbox: 0.3823 2022/11/14 02:17:46 - mmengine - INFO - Epoch(train) [8][6650/8541] lr: 2.5000e-04 eta: 21:52:37 time: 0.3303 data_time: 0.0129 memory: 8240 loss: 0.6053 loss_cls: 0.2167 loss_bbox: 0.3886 2022/11/14 02:18:02 - mmengine - INFO - Epoch(train) [8][6700/8541] lr: 2.5000e-04 eta: 21:52:21 time: 0.3264 data_time: 0.0132 memory: 7439 loss: 0.6054 loss_cls: 0.2147 loss_bbox: 0.3907 2022/11/14 02:18:19 - mmengine - INFO - Epoch(train) [8][6750/8541] lr: 2.5000e-04 eta: 21:52:05 time: 0.3319 data_time: 0.0131 memory: 8159 loss: 0.5979 loss_cls: 0.2135 loss_bbox: 0.3844 2022/11/14 02:18:35 - mmengine - INFO - Epoch(train) [8][6800/8541] lr: 2.5000e-04 eta: 21:51:49 time: 0.3254 data_time: 0.0127 memory: 7223 loss: 0.6257 loss_cls: 0.2368 loss_bbox: 0.3890 2022/11/14 02:18:52 - mmengine - INFO - Epoch(train) [8][6850/8541] lr: 2.5000e-04 eta: 21:51:34 time: 0.3345 data_time: 0.0130 memory: 8195 loss: 0.6172 loss_cls: 0.2179 loss_bbox: 0.3993 2022/11/14 02:19:08 - mmengine - INFO - Epoch(train) [8][6900/8541] lr: 2.5000e-04 eta: 21:51:17 time: 0.3225 data_time: 0.0127 memory: 7342 loss: 0.6165 loss_cls: 0.2328 loss_bbox: 0.3837 2022/11/14 02:19:24 - mmengine - INFO - Epoch(train) [8][6950/8541] lr: 2.5000e-04 eta: 21:51:00 time: 0.3225 data_time: 0.0128 memory: 7301 loss: 0.5897 loss_cls: 0.2088 loss_bbox: 0.3809 2022/11/14 02:19:41 - mmengine - INFO - Epoch(train) [8][7000/8541] lr: 2.5000e-04 eta: 21:50:44 time: 0.3294 data_time: 0.0126 memory: 8138 loss: 0.6025 loss_cls: 0.2184 loss_bbox: 0.3840 2022/11/14 02:19:57 - mmengine - INFO - Epoch(train) [8][7050/8541] lr: 2.5000e-04 eta: 21:50:27 time: 0.3270 data_time: 0.0127 memory: 8106 loss: 0.5817 loss_cls: 0.2090 loss_bbox: 0.3727 2022/11/14 02:20:14 - mmengine - INFO - Epoch(train) [8][7100/8541] lr: 2.5000e-04 eta: 21:50:12 time: 0.3309 data_time: 0.0124 memory: 7380 loss: 0.5993 loss_cls: 0.2165 loss_bbox: 0.3828 2022/11/14 02:20:30 - mmengine - INFO - Epoch(train) [8][7150/8541] lr: 2.5000e-04 eta: 21:49:56 time: 0.3294 data_time: 0.0128 memory: 8009 loss: 0.6093 loss_cls: 0.2183 loss_bbox: 0.3910 2022/11/14 02:20:47 - mmengine - INFO - Epoch(train) [8][7200/8541] lr: 2.5000e-04 eta: 21:49:41 time: 0.3315 data_time: 0.0129 memory: 7632 loss: 0.6298 loss_cls: 0.2310 loss_bbox: 0.3988 2022/11/14 02:20:51 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 02:21:03 - mmengine - INFO - Epoch(train) [8][7250/8541] lr: 2.5000e-04 eta: 21:49:25 time: 0.3299 data_time: 0.0128 memory: 7436 loss: 0.6317 loss_cls: 0.2295 loss_bbox: 0.4022 2022/11/14 02:21:20 - mmengine - INFO - Epoch(train) [8][7300/8541] lr: 2.5000e-04 eta: 21:49:09 time: 0.3293 data_time: 0.0128 memory: 7736 loss: 0.5940 loss_cls: 0.2204 loss_bbox: 0.3736 2022/11/14 02:21:36 - mmengine - INFO - Epoch(train) [8][7350/8541] lr: 2.5000e-04 eta: 21:48:52 time: 0.3265 data_time: 0.0127 memory: 8509 loss: 0.6168 loss_cls: 0.2282 loss_bbox: 0.3886 2022/11/14 02:21:52 - mmengine - INFO - Epoch(train) [8][7400/8541] lr: 2.5000e-04 eta: 21:48:35 time: 0.3204 data_time: 0.0128 memory: 7254 loss: 0.6052 loss_cls: 0.2205 loss_bbox: 0.3847 2022/11/14 02:22:09 - mmengine - INFO - Epoch(train) [8][7450/8541] lr: 2.5000e-04 eta: 21:48:19 time: 0.3305 data_time: 0.0129 memory: 7419 loss: 0.5903 loss_cls: 0.2118 loss_bbox: 0.3785 2022/11/14 02:22:25 - mmengine - INFO - Epoch(train) [8][7500/8541] lr: 2.5000e-04 eta: 21:48:03 time: 0.3285 data_time: 0.0125 memory: 7500 loss: 0.5951 loss_cls: 0.2122 loss_bbox: 0.3829 2022/11/14 02:22:42 - mmengine - INFO - Epoch(train) [8][7550/8541] lr: 2.5000e-04 eta: 21:47:49 time: 0.3394 data_time: 0.0128 memory: 7683 loss: 0.5997 loss_cls: 0.2109 loss_bbox: 0.3888 2022/11/14 02:22:59 - mmengine - INFO - Epoch(train) [8][7600/8541] lr: 2.5000e-04 eta: 21:47:34 time: 0.3354 data_time: 0.0129 memory: 7939 loss: 0.6282 loss_cls: 0.2278 loss_bbox: 0.4005 2022/11/14 02:23:16 - mmengine - INFO - Epoch(train) [8][7650/8541] lr: 2.5000e-04 eta: 21:47:19 time: 0.3300 data_time: 0.0123 memory: 6971 loss: 0.5988 loss_cls: 0.2161 loss_bbox: 0.3827 2022/11/14 02:23:32 - mmengine - INFO - Epoch(train) [8][7700/8541] lr: 2.5000e-04 eta: 21:47:02 time: 0.3250 data_time: 0.0120 memory: 9090 loss: 0.5923 loss_cls: 0.2106 loss_bbox: 0.3816 2022/11/14 02:23:48 - mmengine - INFO - Epoch(train) [8][7750/8541] lr: 2.5000e-04 eta: 21:46:45 time: 0.3201 data_time: 0.0119 memory: 6904 loss: 0.6154 loss_cls: 0.2295 loss_bbox: 0.3860 2022/11/14 02:24:04 - mmengine - INFO - Epoch(train) [8][7800/8541] lr: 2.5000e-04 eta: 21:46:28 time: 0.3272 data_time: 0.0125 memory: 7575 loss: 0.6169 loss_cls: 0.2250 loss_bbox: 0.3919 2022/11/14 02:24:20 - mmengine - INFO - Epoch(train) [8][7850/8541] lr: 2.5000e-04 eta: 21:46:11 time: 0.3224 data_time: 0.0130 memory: 7682 loss: 0.7319 loss_cls: 0.3160 loss_bbox: 0.4159 2022/11/14 02:24:37 - mmengine - INFO - Epoch(train) [8][7900/8541] lr: 2.5000e-04 eta: 21:45:56 time: 0.3309 data_time: 0.0128 memory: 8487 loss: 0.6606 loss_cls: 0.2545 loss_bbox: 0.4061 2022/11/14 02:24:53 - mmengine - INFO - Epoch(train) [8][7950/8541] lr: 2.5000e-04 eta: 21:45:39 time: 0.3249 data_time: 0.0126 memory: 7034 loss: 0.6290 loss_cls: 0.2346 loss_bbox: 0.3944 2022/11/14 02:25:10 - mmengine - INFO - Epoch(train) [8][8000/8541] lr: 2.5000e-04 eta: 21:45:23 time: 0.3274 data_time: 0.0127 memory: 7012 loss: 0.6257 loss_cls: 0.2399 loss_bbox: 0.3858 2022/11/14 02:25:26 - mmengine - INFO - Epoch(train) [8][8050/8541] lr: 2.5000e-04 eta: 21:45:06 time: 0.3258 data_time: 0.0124 memory: 7089 loss: 0.6293 loss_cls: 0.2325 loss_bbox: 0.3968 2022/11/14 02:25:42 - mmengine - INFO - Epoch(train) [8][8100/8541] lr: 2.5000e-04 eta: 21:44:50 time: 0.3266 data_time: 0.0125 memory: 7415 loss: 0.6045 loss_cls: 0.2168 loss_bbox: 0.3877 2022/11/14 02:25:59 - mmengine - INFO - Epoch(train) [8][8150/8541] lr: 2.5000e-04 eta: 21:44:33 time: 0.3271 data_time: 0.0129 memory: 7341 loss: 0.5874 loss_cls: 0.2037 loss_bbox: 0.3837 2022/11/14 02:26:15 - mmengine - INFO - Epoch(train) [8][8200/8541] lr: 2.5000e-04 eta: 21:44:18 time: 0.3329 data_time: 0.0127 memory: 8128 loss: 0.6023 loss_cls: 0.2254 loss_bbox: 0.3768 2022/11/14 02:26:19 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 02:26:32 - mmengine - INFO - Epoch(train) [8][8250/8541] lr: 2.5000e-04 eta: 21:44:02 time: 0.3272 data_time: 0.0124 memory: 8165 loss: 0.6114 loss_cls: 0.2259 loss_bbox: 0.3855 2022/11/14 02:26:48 - mmengine - INFO - Epoch(train) [8][8300/8541] lr: 2.5000e-04 eta: 21:43:47 time: 0.3325 data_time: 0.0124 memory: 7809 loss: 0.6063 loss_cls: 0.2282 loss_bbox: 0.3781 2022/11/14 02:27:05 - mmengine - INFO - Epoch(train) [8][8350/8541] lr: 2.5000e-04 eta: 21:43:31 time: 0.3318 data_time: 0.0122 memory: 8515 loss: 0.6168 loss_cls: 0.2255 loss_bbox: 0.3913 2022/11/14 02:27:21 - mmengine - INFO - Epoch(train) [8][8400/8541] lr: 2.5000e-04 eta: 21:43:15 time: 0.3296 data_time: 0.0123 memory: 7675 loss: 0.6334 loss_cls: 0.2417 loss_bbox: 0.3918 2022/11/14 02:27:38 - mmengine - INFO - Epoch(train) [8][8450/8541] lr: 2.5000e-04 eta: 21:42:59 time: 0.3282 data_time: 0.0128 memory: 7926 loss: 0.6068 loss_cls: 0.2171 loss_bbox: 0.3897 2022/11/14 02:27:54 - mmengine - INFO - Epoch(train) [8][8500/8541] lr: 2.5000e-04 eta: 21:42:42 time: 0.3244 data_time: 0.0128 memory: 6912 loss: 0.6282 loss_cls: 0.2324 loss_bbox: 0.3958 2022/11/14 02:28:07 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 02:28:25 - mmengine - INFO - Epoch(train) [9][50/8541] lr: 2.5000e-04 eta: 21:42:15 time: 0.3437 data_time: 0.0292 memory: 7152 loss: 0.6050 loss_cls: 0.2252 loss_bbox: 0.3798 2022/11/14 02:28:41 - mmengine - INFO - Epoch(train) [9][100/8541] lr: 2.5000e-04 eta: 21:41:59 time: 0.3265 data_time: 0.0129 memory: 8045 loss: 0.6453 loss_cls: 0.2432 loss_bbox: 0.4020 2022/11/14 02:28:57 - mmengine - INFO - Epoch(train) [9][150/8541] lr: 2.5000e-04 eta: 21:41:41 time: 0.3185 data_time: 0.0131 memory: 6792 loss: 0.6073 loss_cls: 0.2260 loss_bbox: 0.3813 2022/11/14 02:29:14 - mmengine - INFO - Epoch(train) [9][200/8541] lr: 2.5000e-04 eta: 21:41:26 time: 0.3341 data_time: 0.0133 memory: 9533 loss: 0.6272 loss_cls: 0.2315 loss_bbox: 0.3958 2022/11/14 02:29:30 - mmengine - INFO - Epoch(train) [9][250/8541] lr: 2.5000e-04 eta: 21:41:10 time: 0.3301 data_time: 0.0128 memory: 7956 loss: 0.6118 loss_cls: 0.2265 loss_bbox: 0.3853 2022/11/14 02:29:46 - mmengine - INFO - Epoch(train) [9][300/8541] lr: 2.5000e-04 eta: 21:40:53 time: 0.3232 data_time: 0.0121 memory: 8275 loss: 0.6413 loss_cls: 0.2432 loss_bbox: 0.3981 2022/11/14 02:30:03 - mmengine - INFO - Epoch(train) [9][350/8541] lr: 2.5000e-04 eta: 21:40:38 time: 0.3323 data_time: 0.0123 memory: 8194 loss: 0.5811 loss_cls: 0.2061 loss_bbox: 0.3751 2022/11/14 02:30:19 - mmengine - INFO - Epoch(train) [9][400/8541] lr: 2.5000e-04 eta: 21:40:20 time: 0.3202 data_time: 0.0123 memory: 7521 loss: 0.5916 loss_cls: 0.2210 loss_bbox: 0.3707 2022/11/14 02:30:35 - mmengine - INFO - Epoch(train) [9][450/8541] lr: 2.5000e-04 eta: 21:40:03 time: 0.3242 data_time: 0.0121 memory: 8027 loss: 0.6125 loss_cls: 0.2224 loss_bbox: 0.3901 2022/11/14 02:30:52 - mmengine - INFO - Epoch(train) [9][500/8541] lr: 2.5000e-04 eta: 21:39:48 time: 0.3311 data_time: 0.0125 memory: 8259 loss: 0.6219 loss_cls: 0.2274 loss_bbox: 0.3945 2022/11/14 02:31:08 - mmengine - INFO - Epoch(train) [9][550/8541] lr: 2.5000e-04 eta: 21:39:31 time: 0.3253 data_time: 0.0117 memory: 7146 loss: 0.6225 loss_cls: 0.2343 loss_bbox: 0.3882 2022/11/14 02:31:25 - mmengine - INFO - Epoch(train) [9][600/8541] lr: 2.5000e-04 eta: 21:39:16 time: 0.3316 data_time: 0.0135 memory: 7146 loss: 0.6233 loss_cls: 0.2317 loss_bbox: 0.3917 2022/11/14 02:31:41 - mmengine - INFO - Epoch(train) [9][650/8541] lr: 2.5000e-04 eta: 21:38:59 time: 0.3238 data_time: 0.0132 memory: 7959 loss: 0.6193 loss_cls: 0.2199 loss_bbox: 0.3994 2022/11/14 02:31:48 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 02:31:57 - mmengine - INFO - Epoch(train) [9][700/8541] lr: 2.5000e-04 eta: 21:38:41 time: 0.3192 data_time: 0.0136 memory: 7736 loss: 0.5956 loss_cls: 0.2186 loss_bbox: 0.3770 2022/11/14 02:32:14 - mmengine - INFO - Epoch(train) [9][750/8541] lr: 2.5000e-04 eta: 21:38:26 time: 0.3332 data_time: 0.0132 memory: 7373 loss: 0.6348 loss_cls: 0.2362 loss_bbox: 0.3986 2022/11/14 02:32:30 - mmengine - INFO - Epoch(train) [9][800/8541] lr: 2.5000e-04 eta: 21:38:11 time: 0.3329 data_time: 0.0132 memory: 8864 loss: 0.6005 loss_cls: 0.2191 loss_bbox: 0.3814 2022/11/14 02:32:47 - mmengine - INFO - Epoch(train) [9][850/8541] lr: 2.5000e-04 eta: 21:37:55 time: 0.3316 data_time: 0.0136 memory: 7675 loss: 0.5986 loss_cls: 0.2156 loss_bbox: 0.3831 2022/11/14 02:33:03 - mmengine - INFO - Epoch(train) [9][900/8541] lr: 2.5000e-04 eta: 21:37:39 time: 0.3266 data_time: 0.0137 memory: 7490 loss: 0.5977 loss_cls: 0.2156 loss_bbox: 0.3822 2022/11/14 02:33:20 - mmengine - INFO - Epoch(train) [9][950/8541] lr: 2.5000e-04 eta: 21:37:23 time: 0.3308 data_time: 0.0135 memory: 7411 loss: 0.5863 loss_cls: 0.2006 loss_bbox: 0.3857 2022/11/14 02:33:36 - mmengine - INFO - Epoch(train) [9][1000/8541] lr: 2.5000e-04 eta: 21:37:06 time: 0.3212 data_time: 0.0134 memory: 7090 loss: 0.6045 loss_cls: 0.2186 loss_bbox: 0.3859 2022/11/14 02:33:52 - mmengine - INFO - Epoch(train) [9][1050/8541] lr: 2.5000e-04 eta: 21:36:49 time: 0.3267 data_time: 0.0133 memory: 7417 loss: 0.6081 loss_cls: 0.2240 loss_bbox: 0.3840 2022/11/14 02:34:08 - mmengine - INFO - Epoch(train) [9][1100/8541] lr: 2.5000e-04 eta: 21:36:32 time: 0.3229 data_time: 0.0128 memory: 7694 loss: 0.6217 loss_cls: 0.2206 loss_bbox: 0.4011 2022/11/14 02:34:25 - mmengine - INFO - Epoch(train) [9][1150/8541] lr: 2.5000e-04 eta: 21:36:17 time: 0.3299 data_time: 0.0131 memory: 8535 loss: 0.6321 loss_cls: 0.2415 loss_bbox: 0.3905 2022/11/14 02:34:41 - mmengine - INFO - Epoch(train) [9][1200/8541] lr: 2.5000e-04 eta: 21:35:59 time: 0.3221 data_time: 0.0133 memory: 7059 loss: 0.6003 loss_cls: 0.2248 loss_bbox: 0.3755 2022/11/14 02:34:57 - mmengine - INFO - Epoch(train) [9][1250/8541] lr: 2.5000e-04 eta: 21:35:43 time: 0.3255 data_time: 0.0129 memory: 6917 loss: 0.6114 loss_cls: 0.2229 loss_bbox: 0.3885 2022/11/14 02:35:14 - mmengine - INFO - Epoch(train) [9][1300/8541] lr: 2.5000e-04 eta: 21:35:27 time: 0.3296 data_time: 0.0133 memory: 7080 loss: 0.5986 loss_cls: 0.2154 loss_bbox: 0.3832 2022/11/14 02:35:30 - mmengine - INFO - Epoch(train) [9][1350/8541] lr: 2.5000e-04 eta: 21:35:11 time: 0.3257 data_time: 0.0131 memory: 7200 loss: 0.6193 loss_cls: 0.2209 loss_bbox: 0.3984 2022/11/14 02:35:46 - mmengine - INFO - Epoch(train) [9][1400/8541] lr: 2.5000e-04 eta: 21:34:54 time: 0.3268 data_time: 0.0134 memory: 7278 loss: 0.5848 loss_cls: 0.2080 loss_bbox: 0.3769 2022/11/14 02:36:03 - mmengine - INFO - Epoch(train) [9][1450/8541] lr: 2.5000e-04 eta: 21:34:39 time: 0.3313 data_time: 0.0132 memory: 8204 loss: 0.5994 loss_cls: 0.2126 loss_bbox: 0.3868 2022/11/14 02:36:20 - mmengine - INFO - Epoch(train) [9][1500/8541] lr: 2.5000e-04 eta: 21:34:23 time: 0.3291 data_time: 0.0129 memory: 8285 loss: 0.6049 loss_cls: 0.2165 loss_bbox: 0.3884 2022/11/14 02:36:36 - mmengine - INFO - Epoch(train) [9][1550/8541] lr: 2.5000e-04 eta: 21:34:06 time: 0.3276 data_time: 0.0131 memory: 7051 loss: 0.6051 loss_cls: 0.2221 loss_bbox: 0.3829 2022/11/14 02:36:52 - mmengine - INFO - Epoch(train) [9][1600/8541] lr: 2.5000e-04 eta: 21:33:51 time: 0.3296 data_time: 0.0131 memory: 8149 loss: 0.6143 loss_cls: 0.2267 loss_bbox: 0.3875 2022/11/14 02:37:09 - mmengine - INFO - Epoch(train) [9][1650/8541] lr: 2.5000e-04 eta: 21:33:35 time: 0.3312 data_time: 0.0131 memory: 7890 loss: 0.5908 loss_cls: 0.2119 loss_bbox: 0.3789 2022/11/14 02:37:16 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 02:37:25 - mmengine - INFO - Epoch(train) [9][1700/8541] lr: 2.5000e-04 eta: 21:33:19 time: 0.3267 data_time: 0.0127 memory: 7925 loss: 0.6105 loss_cls: 0.2260 loss_bbox: 0.3845 2022/11/14 02:37:42 - mmengine - INFO - Epoch(train) [9][1750/8541] lr: 2.5000e-04 eta: 21:33:03 time: 0.3306 data_time: 0.0127 memory: 7875 loss: 0.6047 loss_cls: 0.2163 loss_bbox: 0.3884 2022/11/14 02:37:58 - mmengine - INFO - Epoch(train) [9][1800/8541] lr: 2.5000e-04 eta: 21:32:47 time: 0.3306 data_time: 0.0125 memory: 7561 loss: 0.5971 loss_cls: 0.2120 loss_bbox: 0.3851 2022/11/14 02:38:15 - mmengine - INFO - Epoch(train) [9][1850/8541] lr: 2.5000e-04 eta: 21:32:31 time: 0.3272 data_time: 0.0127 memory: 7587 loss: 0.6238 loss_cls: 0.2305 loss_bbox: 0.3933 2022/11/14 02:38:31 - mmengine - INFO - Epoch(train) [9][1900/8541] lr: 2.5000e-04 eta: 21:32:14 time: 0.3211 data_time: 0.0123 memory: 7318 loss: 0.6218 loss_cls: 0.2325 loss_bbox: 0.3892 2022/11/14 02:38:47 - mmengine - INFO - Epoch(train) [9][1950/8541] lr: 2.5000e-04 eta: 21:31:57 time: 0.3254 data_time: 0.0121 memory: 7842 loss: 0.6024 loss_cls: 0.2170 loss_bbox: 0.3854 2022/11/14 02:39:04 - mmengine - INFO - Epoch(train) [9][2000/8541] lr: 2.5000e-04 eta: 21:31:41 time: 0.3269 data_time: 0.0120 memory: 7283 loss: 0.5922 loss_cls: 0.2062 loss_bbox: 0.3860 2022/11/14 02:39:20 - mmengine - INFO - Epoch(train) [9][2050/8541] lr: 2.5000e-04 eta: 21:31:25 time: 0.3282 data_time: 0.0124 memory: 7379 loss: 0.5918 loss_cls: 0.2160 loss_bbox: 0.3757 2022/11/14 02:39:36 - mmengine - INFO - Epoch(train) [9][2100/8541] lr: 2.5000e-04 eta: 21:31:08 time: 0.3225 data_time: 0.0125 memory: 7013 loss: 0.6193 loss_cls: 0.2248 loss_bbox: 0.3944 2022/11/14 02:39:53 - mmengine - INFO - Epoch(train) [9][2150/8541] lr: 2.5000e-04 eta: 21:30:52 time: 0.3315 data_time: 0.0125 memory: 7436 loss: 0.5967 loss_cls: 0.2128 loss_bbox: 0.3839 2022/11/14 02:40:09 - mmengine - INFO - Epoch(train) [9][2200/8541] lr: 2.5000e-04 eta: 21:30:37 time: 0.3335 data_time: 0.0127 memory: 7421 loss: 0.6121 loss_cls: 0.2182 loss_bbox: 0.3939 2022/11/14 02:40:26 - mmengine - INFO - Epoch(train) [9][2250/8541] lr: 2.5000e-04 eta: 21:30:20 time: 0.3252 data_time: 0.0123 memory: 7399 loss: 0.5918 loss_cls: 0.2178 loss_bbox: 0.3740 2022/11/14 02:40:42 - mmengine - INFO - Epoch(train) [9][2300/8541] lr: 2.5000e-04 eta: 21:30:04 time: 0.3280 data_time: 0.0124 memory: 7207 loss: 0.6000 loss_cls: 0.2248 loss_bbox: 0.3753 2022/11/14 02:40:59 - mmengine - INFO - Epoch(train) [9][2350/8541] lr: 2.5000e-04 eta: 21:29:48 time: 0.3295 data_time: 0.0122 memory: 7666 loss: 0.6032 loss_cls: 0.2119 loss_bbox: 0.3913 2022/11/14 02:41:15 - mmengine - INFO - Epoch(train) [9][2400/8541] lr: 2.5000e-04 eta: 21:29:32 time: 0.3279 data_time: 0.0129 memory: 7692 loss: 0.5816 loss_cls: 0.2095 loss_bbox: 0.3721 2022/11/14 02:41:32 - mmengine - INFO - Epoch(train) [9][2450/8541] lr: 2.5000e-04 eta: 21:29:16 time: 0.3312 data_time: 0.0127 memory: 7060 loss: 0.5926 loss_cls: 0.2033 loss_bbox: 0.3893 2022/11/14 02:41:48 - mmengine - INFO - Epoch(train) [9][2500/8541] lr: 2.5000e-04 eta: 21:29:00 time: 0.3274 data_time: 0.0123 memory: 7167 loss: 0.6067 loss_cls: 0.2189 loss_bbox: 0.3878 2022/11/14 02:42:05 - mmengine - INFO - Epoch(train) [9][2550/8541] lr: 2.5000e-04 eta: 21:28:45 time: 0.3325 data_time: 0.0120 memory: 8668 loss: 0.5847 loss_cls: 0.2042 loss_bbox: 0.3805 2022/11/14 02:42:21 - mmengine - INFO - Epoch(train) [9][2600/8541] lr: 2.5000e-04 eta: 21:28:28 time: 0.3237 data_time: 0.0114 memory: 7516 loss: 0.6527 loss_cls: 0.2458 loss_bbox: 0.4069 2022/11/14 02:42:37 - mmengine - INFO - Epoch(train) [9][2650/8541] lr: 2.5000e-04 eta: 21:28:11 time: 0.3220 data_time: 0.0118 memory: 7206 loss: 0.6269 loss_cls: 0.2347 loss_bbox: 0.3923 2022/11/14 02:42:44 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 02:42:53 - mmengine - INFO - Epoch(train) [9][2700/8541] lr: 2.5000e-04 eta: 21:27:55 time: 0.3276 data_time: 0.0118 memory: 7796 loss: 0.5970 loss_cls: 0.2171 loss_bbox: 0.3800 2022/11/14 02:43:10 - mmengine - INFO - Epoch(train) [9][2750/8541] lr: 2.5000e-04 eta: 21:27:38 time: 0.3282 data_time: 0.0120 memory: 7116 loss: 0.5785 loss_cls: 0.2022 loss_bbox: 0.3763 2022/11/14 02:43:26 - mmengine - INFO - Epoch(train) [9][2800/8541] lr: 2.5000e-04 eta: 21:27:23 time: 0.3299 data_time: 0.0125 memory: 7237 loss: 0.6234 loss_cls: 0.2306 loss_bbox: 0.3928 2022/11/14 02:43:43 - mmengine - INFO - Epoch(train) [9][2850/8541] lr: 2.5000e-04 eta: 21:27:07 time: 0.3312 data_time: 0.0124 memory: 7510 loss: 0.6162 loss_cls: 0.2263 loss_bbox: 0.3899 2022/11/14 02:43:59 - mmengine - INFO - Epoch(train) [9][2900/8541] lr: 2.5000e-04 eta: 21:26:51 time: 0.3280 data_time: 0.0118 memory: 7454 loss: 0.6080 loss_cls: 0.2214 loss_bbox: 0.3866 2022/11/14 02:44:15 - mmengine - INFO - Epoch(train) [9][2950/8541] lr: 2.5000e-04 eta: 21:26:33 time: 0.3188 data_time: 0.0123 memory: 7194 loss: 0.6180 loss_cls: 0.2368 loss_bbox: 0.3812 2022/11/14 02:44:32 - mmengine - INFO - Epoch(train) [9][3000/8541] lr: 2.5000e-04 eta: 21:26:17 time: 0.3259 data_time: 0.0118 memory: 8604 loss: 0.6523 loss_cls: 0.2513 loss_bbox: 0.4010 2022/11/14 02:44:48 - mmengine - INFO - Epoch(train) [9][3050/8541] lr: 2.5000e-04 eta: 21:26:01 time: 0.3277 data_time: 0.0122 memory: 7610 loss: 0.6177 loss_cls: 0.2278 loss_bbox: 0.3900 2022/11/14 02:45:05 - mmengine - INFO - Epoch(train) [9][3100/8541] lr: 2.5000e-04 eta: 21:25:45 time: 0.3318 data_time: 0.0121 memory: 8197 loss: 0.6076 loss_cls: 0.2262 loss_bbox: 0.3814 2022/11/14 02:45:21 - mmengine - INFO - Epoch(train) [9][3150/8541] lr: 2.5000e-04 eta: 21:25:28 time: 0.3200 data_time: 0.0123 memory: 7243 loss: 0.6090 loss_cls: 0.2277 loss_bbox: 0.3814 2022/11/14 02:45:37 - mmengine - INFO - Epoch(train) [9][3200/8541] lr: 2.5000e-04 eta: 21:25:11 time: 0.3270 data_time: 0.0123 memory: 8302 loss: 0.5943 loss_cls: 0.2153 loss_bbox: 0.3790 2022/11/14 02:45:53 - mmengine - INFO - Epoch(train) [9][3250/8541] lr: 2.5000e-04 eta: 21:24:55 time: 0.3247 data_time: 0.0127 memory: 7416 loss: 0.5824 loss_cls: 0.2053 loss_bbox: 0.3771 2022/11/14 02:46:10 - mmengine - INFO - Epoch(train) [9][3300/8541] lr: 2.5000e-04 eta: 21:24:38 time: 0.3274 data_time: 0.0129 memory: 8423 loss: 0.5905 loss_cls: 0.2157 loss_bbox: 0.3747 2022/11/14 02:46:26 - mmengine - INFO - Epoch(train) [9][3350/8541] lr: 2.5000e-04 eta: 21:24:23 time: 0.3318 data_time: 0.0129 memory: 7244 loss: 0.6067 loss_cls: 0.2197 loss_bbox: 0.3870 2022/11/14 02:46:43 - mmengine - INFO - Epoch(train) [9][3400/8541] lr: 2.5000e-04 eta: 21:24:06 time: 0.3257 data_time: 0.0130 memory: 7106 loss: 0.6141 loss_cls: 0.2217 loss_bbox: 0.3924 2022/11/14 02:46:59 - mmengine - INFO - Epoch(train) [9][3450/8541] lr: 2.5000e-04 eta: 21:23:49 time: 0.3217 data_time: 0.0132 memory: 7692 loss: 0.6157 loss_cls: 0.2279 loss_bbox: 0.3878 2022/11/14 02:47:15 - mmengine - INFO - Epoch(train) [9][3500/8541] lr: 2.5000e-04 eta: 21:23:33 time: 0.3282 data_time: 0.0129 memory: 8301 loss: 0.6101 loss_cls: 0.2135 loss_bbox: 0.3965 2022/11/14 02:47:32 - mmengine - INFO - Epoch(train) [9][3550/8541] lr: 2.5000e-04 eta: 21:23:17 time: 0.3273 data_time: 0.0127 memory: 7021 loss: 0.5811 loss_cls: 0.2053 loss_bbox: 0.3758 2022/11/14 02:47:48 - mmengine - INFO - Epoch(train) [9][3600/8541] lr: 2.5000e-04 eta: 21:23:01 time: 0.3330 data_time: 0.0127 memory: 8252 loss: 0.6150 loss_cls: 0.2344 loss_bbox: 0.3806 2022/11/14 02:48:04 - mmengine - INFO - Epoch(train) [9][3650/8541] lr: 2.5000e-04 eta: 21:22:44 time: 0.3224 data_time: 0.0125 memory: 6946 loss: 0.6698 loss_cls: 0.2699 loss_bbox: 0.3999 2022/11/14 02:48:12 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 02:48:21 - mmengine - INFO - Epoch(train) [9][3700/8541] lr: 2.5000e-04 eta: 21:22:29 time: 0.3302 data_time: 0.0123 memory: 8238 loss: 0.6210 loss_cls: 0.2346 loss_bbox: 0.3864 2022/11/14 02:48:38 - mmengine - INFO - Epoch(train) [9][3750/8541] lr: 2.5000e-04 eta: 21:22:14 time: 0.3363 data_time: 0.0125 memory: 9026 loss: 0.6072 loss_cls: 0.2236 loss_bbox: 0.3836 2022/11/14 02:48:54 - mmengine - INFO - Epoch(train) [9][3800/8541] lr: 2.5000e-04 eta: 21:21:57 time: 0.3248 data_time: 0.0118 memory: 6996 loss: 0.6124 loss_cls: 0.2244 loss_bbox: 0.3880 2022/11/14 02:49:10 - mmengine - INFO - Epoch(train) [9][3850/8541] lr: 2.5000e-04 eta: 21:21:40 time: 0.3254 data_time: 0.0120 memory: 7485 loss: 0.5935 loss_cls: 0.2113 loss_bbox: 0.3822 2022/11/14 02:49:27 - mmengine - INFO - Epoch(train) [9][3900/8541] lr: 2.5000e-04 eta: 21:21:24 time: 0.3266 data_time: 0.0124 memory: 7137 loss: 0.6304 loss_cls: 0.2399 loss_bbox: 0.3905 2022/11/14 02:49:43 - mmengine - INFO - Epoch(train) [9][3950/8541] lr: 2.5000e-04 eta: 21:21:08 time: 0.3273 data_time: 0.0122 memory: 7839 loss: 0.6240 loss_cls: 0.2383 loss_bbox: 0.3858 2022/11/14 02:49:59 - mmengine - INFO - Epoch(train) [9][4000/8541] lr: 2.5000e-04 eta: 21:20:51 time: 0.3246 data_time: 0.0123 memory: 7386 loss: 0.6316 loss_cls: 0.2452 loss_bbox: 0.3864 2022/11/14 02:50:15 - mmengine - INFO - Epoch(train) [9][4050/8541] lr: 2.5000e-04 eta: 21:20:34 time: 0.3219 data_time: 0.0129 memory: 7204 loss: 0.6108 loss_cls: 0.2230 loss_bbox: 0.3878 2022/11/14 02:50:32 - mmengine - INFO - Epoch(train) [9][4100/8541] lr: 2.5000e-04 eta: 21:20:17 time: 0.3240 data_time: 0.0127 memory: 7065 loss: 0.5811 loss_cls: 0.2164 loss_bbox: 0.3648 2022/11/14 02:50:48 - mmengine - INFO - Epoch(train) [9][4150/8541] lr: 2.5000e-04 eta: 21:20:02 time: 0.3311 data_time: 0.0126 memory: 7865 loss: 0.6140 loss_cls: 0.2316 loss_bbox: 0.3824 2022/11/14 02:51:05 - mmengine - INFO - Epoch(train) [9][4200/8541] lr: 2.5000e-04 eta: 21:19:47 time: 0.3356 data_time: 0.0135 memory: 8686 loss: 0.6241 loss_cls: 0.2318 loss_bbox: 0.3923 2022/11/14 02:51:22 - mmengine - INFO - Epoch(train) [9][4250/8541] lr: 2.5000e-04 eta: 21:19:30 time: 0.3280 data_time: 0.0131 memory: 7455 loss: 0.6017 loss_cls: 0.2217 loss_bbox: 0.3801 2022/11/14 02:51:38 - mmengine - INFO - Epoch(train) [9][4300/8541] lr: 2.5000e-04 eta: 21:19:15 time: 0.3320 data_time: 0.0130 memory: 7405 loss: 0.6122 loss_cls: 0.2272 loss_bbox: 0.3851 2022/11/14 02:51:54 - mmengine - INFO - Epoch(train) [9][4350/8541] lr: 2.5000e-04 eta: 21:18:59 time: 0.3263 data_time: 0.0130 memory: 7120 loss: 0.5720 loss_cls: 0.1989 loss_bbox: 0.3730 2022/11/14 02:52:11 - mmengine - INFO - Epoch(train) [9][4400/8541] lr: 2.5000e-04 eta: 21:18:44 time: 0.3377 data_time: 0.0136 memory: 8850 loss: 0.6028 loss_cls: 0.2205 loss_bbox: 0.3822 2022/11/14 02:52:28 - mmengine - INFO - Epoch(train) [9][4450/8541] lr: 2.5000e-04 eta: 21:18:28 time: 0.3278 data_time: 0.0129 memory: 7515 loss: 0.6477 loss_cls: 0.2456 loss_bbox: 0.4021 2022/11/14 02:52:45 - mmengine - INFO - Epoch(train) [9][4500/8541] lr: 2.5000e-04 eta: 21:18:13 time: 0.3345 data_time: 0.0133 memory: 7776 loss: 0.5827 loss_cls: 0.2054 loss_bbox: 0.3773 2022/11/14 02:53:01 - mmengine - INFO - Epoch(train) [9][4550/8541] lr: 2.5000e-04 eta: 21:17:56 time: 0.3256 data_time: 0.0134 memory: 7145 loss: 0.6030 loss_cls: 0.2194 loss_bbox: 0.3836 2022/11/14 02:53:17 - mmengine - INFO - Epoch(train) [9][4600/8541] lr: 2.5000e-04 eta: 21:17:40 time: 0.3257 data_time: 0.0132 memory: 7062 loss: 0.6421 loss_cls: 0.2451 loss_bbox: 0.3970 2022/11/14 02:53:33 - mmengine - INFO - Epoch(train) [9][4650/8541] lr: 2.5000e-04 eta: 21:17:23 time: 0.3252 data_time: 0.0137 memory: 8166 loss: 0.6355 loss_cls: 0.2416 loss_bbox: 0.3940 2022/11/14 02:53:40 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 02:53:50 - mmengine - INFO - Epoch(train) [9][4700/8541] lr: 2.5000e-04 eta: 21:17:07 time: 0.3269 data_time: 0.0131 memory: 7176 loss: 0.5950 loss_cls: 0.2186 loss_bbox: 0.3764 2022/11/14 02:54:06 - mmengine - INFO - Epoch(train) [9][4750/8541] lr: 2.5000e-04 eta: 21:16:50 time: 0.3265 data_time: 0.0131 memory: 7179 loss: 0.6254 loss_cls: 0.2407 loss_bbox: 0.3847 2022/11/14 02:54:22 - mmengine - INFO - Epoch(train) [9][4800/8541] lr: 2.5000e-04 eta: 21:16:34 time: 0.3245 data_time: 0.0129 memory: 7520 loss: 0.6146 loss_cls: 0.2289 loss_bbox: 0.3857 2022/11/14 02:54:39 - mmengine - INFO - Epoch(train) [9][4850/8541] lr: 2.5000e-04 eta: 21:16:18 time: 0.3310 data_time: 0.0123 memory: 8080 loss: 0.6229 loss_cls: 0.2266 loss_bbox: 0.3963 2022/11/14 02:54:55 - mmengine - INFO - Epoch(train) [9][4900/8541] lr: 2.5000e-04 eta: 21:16:01 time: 0.3265 data_time: 0.0127 memory: 7248 loss: 0.6188 loss_cls: 0.2278 loss_bbox: 0.3910 2022/11/14 02:55:12 - mmengine - INFO - Epoch(train) [9][4950/8541] lr: 2.5000e-04 eta: 21:15:45 time: 0.3233 data_time: 0.0121 memory: 7230 loss: 0.5975 loss_cls: 0.2215 loss_bbox: 0.3761 2022/11/14 02:55:28 - mmengine - INFO - Epoch(train) [9][5000/8541] lr: 2.5000e-04 eta: 21:15:28 time: 0.3226 data_time: 0.0124 memory: 7651 loss: 0.6239 loss_cls: 0.2256 loss_bbox: 0.3983 2022/11/14 02:55:44 - mmengine - INFO - Epoch(train) [9][5050/8541] lr: 2.5000e-04 eta: 21:15:10 time: 0.3200 data_time: 0.0128 memory: 6973 loss: 0.6307 loss_cls: 0.2319 loss_bbox: 0.3989 2022/11/14 02:56:00 - mmengine - INFO - Epoch(train) [9][5100/8541] lr: 2.5000e-04 eta: 21:14:54 time: 0.3292 data_time: 0.0133 memory: 7239 loss: 0.6070 loss_cls: 0.2258 loss_bbox: 0.3812 2022/11/14 02:56:16 - mmengine - INFO - Epoch(train) [9][5150/8541] lr: 2.5000e-04 eta: 21:14:38 time: 0.3258 data_time: 0.0129 memory: 6935 loss: 0.6172 loss_cls: 0.2288 loss_bbox: 0.3884 2022/11/14 02:56:33 - mmengine - INFO - Epoch(train) [9][5200/8541] lr: 2.5000e-04 eta: 21:14:22 time: 0.3342 data_time: 0.0140 memory: 8936 loss: 0.6093 loss_cls: 0.2136 loss_bbox: 0.3957 2022/11/14 02:56:50 - mmengine - INFO - Epoch(train) [9][5250/8541] lr: 2.5000e-04 eta: 21:14:08 time: 0.3357 data_time: 0.0138 memory: 8739 loss: 0.5897 loss_cls: 0.2041 loss_bbox: 0.3855 2022/11/14 02:57:06 - mmengine - INFO - Epoch(train) [9][5300/8541] lr: 2.5000e-04 eta: 21:13:51 time: 0.3244 data_time: 0.0136 memory: 7420 loss: 0.6209 loss_cls: 0.2302 loss_bbox: 0.3907 2022/11/14 02:57:23 - mmengine - INFO - Epoch(train) [9][5350/8541] lr: 2.5000e-04 eta: 21:13:36 time: 0.3361 data_time: 0.0131 memory: 7036 loss: 0.5737 loss_cls: 0.1958 loss_bbox: 0.3779 2022/11/14 02:57:39 - mmengine - INFO - Epoch(train) [9][5400/8541] lr: 2.5000e-04 eta: 21:13:20 time: 0.3270 data_time: 0.0133 memory: 8190 loss: 0.5833 loss_cls: 0.2068 loss_bbox: 0.3765 2022/11/14 02:57:56 - mmengine - INFO - Epoch(train) [9][5450/8541] lr: 2.5000e-04 eta: 21:13:03 time: 0.3262 data_time: 0.0132 memory: 7085 loss: 0.5927 loss_cls: 0.2157 loss_bbox: 0.3770 2022/11/14 02:58:12 - mmengine - INFO - Epoch(train) [9][5500/8541] lr: 2.5000e-04 eta: 21:12:46 time: 0.3230 data_time: 0.0133 memory: 7291 loss: 0.5803 loss_cls: 0.2063 loss_bbox: 0.3740 2022/11/14 02:58:28 - mmengine - INFO - Epoch(train) [9][5550/8541] lr: 2.5000e-04 eta: 21:12:29 time: 0.3195 data_time: 0.0137 memory: 6819 loss: 0.5957 loss_cls: 0.2092 loss_bbox: 0.3864 2022/11/14 02:58:45 - mmengine - INFO - Epoch(train) [9][5600/8541] lr: 2.5000e-04 eta: 21:12:13 time: 0.3305 data_time: 0.0132 memory: 7454 loss: 0.5674 loss_cls: 0.1979 loss_bbox: 0.3694 2022/11/14 02:59:01 - mmengine - INFO - Epoch(train) [9][5650/8541] lr: 2.5000e-04 eta: 21:11:57 time: 0.3288 data_time: 0.0132 memory: 7851 loss: 0.5847 loss_cls: 0.2061 loss_bbox: 0.3786 2022/11/14 02:59:08 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 02:59:17 - mmengine - INFO - Epoch(train) [9][5700/8541] lr: 2.5000e-04 eta: 21:11:40 time: 0.3249 data_time: 0.0136 memory: 7848 loss: 0.5886 loss_cls: 0.2095 loss_bbox: 0.3792 2022/11/14 02:59:33 - mmengine - INFO - Epoch(train) [9][5750/8541] lr: 2.5000e-04 eta: 21:11:23 time: 0.3181 data_time: 0.0138 memory: 7434 loss: 0.6082 loss_cls: 0.2230 loss_bbox: 0.3852 2022/11/14 02:59:50 - mmengine - INFO - Epoch(train) [9][5800/8541] lr: 2.5000e-04 eta: 21:11:07 time: 0.3304 data_time: 0.0140 memory: 7186 loss: 0.5906 loss_cls: 0.2129 loss_bbox: 0.3777 2022/11/14 03:00:06 - mmengine - INFO - Epoch(train) [9][5850/8541] lr: 2.5000e-04 eta: 21:10:50 time: 0.3261 data_time: 0.0141 memory: 7869 loss: 0.6087 loss_cls: 0.2261 loss_bbox: 0.3826 2022/11/14 03:00:22 - mmengine - INFO - Epoch(train) [9][5900/8541] lr: 2.5000e-04 eta: 21:10:33 time: 0.3231 data_time: 0.0133 memory: 7212 loss: 0.6101 loss_cls: 0.2182 loss_bbox: 0.3919 2022/11/14 03:00:39 - mmengine - INFO - Epoch(train) [9][5950/8541] lr: 2.5000e-04 eta: 21:10:18 time: 0.3320 data_time: 0.0133 memory: 7516 loss: 0.5968 loss_cls: 0.2168 loss_bbox: 0.3799 2022/11/14 03:00:55 - mmengine - INFO - Epoch(train) [9][6000/8541] lr: 2.5000e-04 eta: 21:10:02 time: 0.3289 data_time: 0.0130 memory: 7064 loss: 0.6181 loss_cls: 0.2213 loss_bbox: 0.3968 2022/11/14 03:01:12 - mmengine - INFO - Epoch(train) [9][6050/8541] lr: 2.5000e-04 eta: 21:09:46 time: 0.3285 data_time: 0.0131 memory: 7690 loss: 0.6080 loss_cls: 0.2193 loss_bbox: 0.3888 2022/11/14 03:01:28 - mmengine - INFO - Epoch(train) [9][6100/8541] lr: 2.5000e-04 eta: 21:09:29 time: 0.3268 data_time: 0.0130 memory: 7178 loss: 0.6139 loss_cls: 0.2229 loss_bbox: 0.3910 2022/11/14 03:01:45 - mmengine - INFO - Epoch(train) [9][6150/8541] lr: 2.5000e-04 eta: 21:09:14 time: 0.3337 data_time: 0.0130 memory: 7849 loss: 0.5724 loss_cls: 0.1976 loss_bbox: 0.3748 2022/11/14 03:02:01 - mmengine - INFO - Epoch(train) [9][6200/8541] lr: 2.5000e-04 eta: 21:08:57 time: 0.3218 data_time: 0.0130 memory: 7155 loss: 0.5711 loss_cls: 0.2015 loss_bbox: 0.3696 2022/11/14 03:02:17 - mmengine - INFO - Epoch(train) [9][6250/8541] lr: 2.5000e-04 eta: 21:08:41 time: 0.3263 data_time: 0.0129 memory: 8412 loss: 0.6430 loss_cls: 0.2472 loss_bbox: 0.3958 2022/11/14 03:02:34 - mmengine - INFO - Epoch(train) [9][6300/8541] lr: 2.5000e-04 eta: 21:08:24 time: 0.3256 data_time: 0.0126 memory: 6961 loss: 0.6056 loss_cls: 0.2218 loss_bbox: 0.3838 2022/11/14 03:02:50 - mmengine - INFO - Epoch(train) [9][6350/8541] lr: 2.5000e-04 eta: 21:08:09 time: 0.3327 data_time: 0.0126 memory: 7134 loss: 0.5803 loss_cls: 0.2011 loss_bbox: 0.3793 2022/11/14 03:03:06 - mmengine - INFO - Epoch(train) [9][6400/8541] lr: 2.5000e-04 eta: 21:07:51 time: 0.3216 data_time: 0.0123 memory: 7002 loss: 0.6485 loss_cls: 0.2530 loss_bbox: 0.3955 2022/11/14 03:03:23 - mmengine - INFO - Epoch(train) [9][6450/8541] lr: 2.5000e-04 eta: 21:07:35 time: 0.3288 data_time: 0.0127 memory: 7996 loss: 0.6159 loss_cls: 0.2292 loss_bbox: 0.3867 2022/11/14 03:03:39 - mmengine - INFO - Epoch(train) [9][6500/8541] lr: 2.5000e-04 eta: 21:07:18 time: 0.3216 data_time: 0.0128 memory: 6992 loss: 0.6054 loss_cls: 0.2212 loss_bbox: 0.3842 2022/11/14 03:03:55 - mmengine - INFO - Epoch(train) [9][6550/8541] lr: 2.5000e-04 eta: 21:07:02 time: 0.3255 data_time: 0.0127 memory: 7153 loss: 0.6062 loss_cls: 0.2206 loss_bbox: 0.3856 2022/11/14 03:04:11 - mmengine - INFO - Epoch(train) [9][6600/8541] lr: 2.5000e-04 eta: 21:06:44 time: 0.3197 data_time: 0.0131 memory: 7252 loss: 0.5920 loss_cls: 0.2115 loss_bbox: 0.3804 2022/11/14 03:04:28 - mmengine - INFO - Epoch(train) [9][6650/8541] lr: 2.5000e-04 eta: 21:06:28 time: 0.3270 data_time: 0.0134 memory: 8094 loss: 0.5955 loss_cls: 0.2141 loss_bbox: 0.3814 2022/11/14 03:04:35 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 03:04:44 - mmengine - INFO - Epoch(train) [9][6700/8541] lr: 2.5000e-04 eta: 21:06:12 time: 0.3290 data_time: 0.0137 memory: 7564 loss: 0.5968 loss_cls: 0.2161 loss_bbox: 0.3808 2022/11/14 03:05:01 - mmengine - INFO - Epoch(train) [9][6750/8541] lr: 2.5000e-04 eta: 21:05:56 time: 0.3307 data_time: 0.0124 memory: 7717 loss: 0.5790 loss_cls: 0.2030 loss_bbox: 0.3760 2022/11/14 03:05:17 - mmengine - INFO - Epoch(train) [9][6800/8541] lr: 2.5000e-04 eta: 21:05:39 time: 0.3230 data_time: 0.0129 memory: 7235 loss: 0.5784 loss_cls: 0.2094 loss_bbox: 0.3689 2022/11/14 03:05:33 - mmengine - INFO - Epoch(train) [9][6850/8541] lr: 2.5000e-04 eta: 21:05:23 time: 0.3295 data_time: 0.0134 memory: 8643 loss: 0.6280 loss_cls: 0.2331 loss_bbox: 0.3948 2022/11/14 03:05:50 - mmengine - INFO - Epoch(train) [9][6900/8541] lr: 2.5000e-04 eta: 21:05:07 time: 0.3253 data_time: 0.0135 memory: 8514 loss: 0.6093 loss_cls: 0.2267 loss_bbox: 0.3826 2022/11/14 03:06:06 - mmengine - INFO - Epoch(train) [9][6950/8541] lr: 2.5000e-04 eta: 21:04:50 time: 0.3219 data_time: 0.0133 memory: 7308 loss: 0.5971 loss_cls: 0.2106 loss_bbox: 0.3865 2022/11/14 03:06:22 - mmengine - INFO - Epoch(train) [9][7000/8541] lr: 2.5000e-04 eta: 21:04:34 time: 0.3297 data_time: 0.0135 memory: 7872 loss: 0.6007 loss_cls: 0.2119 loss_bbox: 0.3888 2022/11/14 03:06:38 - mmengine - INFO - Epoch(train) [9][7050/8541] lr: 2.5000e-04 eta: 21:04:17 time: 0.3242 data_time: 0.0134 memory: 8936 loss: 0.5767 loss_cls: 0.2023 loss_bbox: 0.3743 2022/11/14 03:06:55 - mmengine - INFO - Epoch(train) [9][7100/8541] lr: 2.5000e-04 eta: 21:04:00 time: 0.3256 data_time: 0.0128 memory: 7217 loss: 0.5941 loss_cls: 0.2062 loss_bbox: 0.3879 2022/11/14 03:07:11 - mmengine - INFO - Epoch(train) [9][7150/8541] lr: 2.5000e-04 eta: 21:03:45 time: 0.3309 data_time: 0.0125 memory: 10538 loss: 0.5969 loss_cls: 0.2170 loss_bbox: 0.3799 2022/11/14 03:07:28 - mmengine - INFO - Epoch(train) [9][7200/8541] lr: 2.5000e-04 eta: 21:03:29 time: 0.3330 data_time: 0.0127 memory: 7883 loss: 0.6170 loss_cls: 0.2221 loss_bbox: 0.3950 2022/11/14 03:07:44 - mmengine - INFO - Epoch(train) [9][7250/8541] lr: 2.5000e-04 eta: 21:03:12 time: 0.3189 data_time: 0.0124 memory: 6999 loss: 0.6382 loss_cls: 0.2430 loss_bbox: 0.3952 2022/11/14 03:08:00 - mmengine - INFO - Epoch(train) [9][7300/8541] lr: 2.5000e-04 eta: 21:02:55 time: 0.3212 data_time: 0.0123 memory: 7449 loss: 0.5962 loss_cls: 0.2264 loss_bbox: 0.3698 2022/11/14 03:08:16 - mmengine - INFO - Epoch(train) [9][7350/8541] lr: 2.5000e-04 eta: 21:02:38 time: 0.3270 data_time: 0.0125 memory: 7045 loss: 0.5848 loss_cls: 0.2056 loss_bbox: 0.3791 2022/11/14 03:08:33 - mmengine - INFO - Epoch(train) [9][7400/8541] lr: 2.5000e-04 eta: 21:02:21 time: 0.3240 data_time: 0.0127 memory: 7114 loss: 0.5997 loss_cls: 0.2259 loss_bbox: 0.3738 2022/11/14 03:08:49 - mmengine - INFO - Epoch(train) [9][7450/8541] lr: 2.5000e-04 eta: 21:02:05 time: 0.3247 data_time: 0.0128 memory: 7415 loss: 0.6219 loss_cls: 0.2351 loss_bbox: 0.3868 2022/11/14 03:09:05 - mmengine - INFO - Epoch(train) [9][7500/8541] lr: 2.5000e-04 eta: 21:01:48 time: 0.3220 data_time: 0.0125 memory: 6981 loss: 0.5988 loss_cls: 0.2201 loss_bbox: 0.3787 2022/11/14 03:09:21 - mmengine - INFO - Epoch(train) [9][7550/8541] lr: 2.5000e-04 eta: 21:01:30 time: 0.3154 data_time: 0.0125 memory: 7008 loss: 0.6031 loss_cls: 0.2277 loss_bbox: 0.3754 2022/11/14 03:09:37 - mmengine - INFO - Epoch(train) [9][7600/8541] lr: 2.5000e-04 eta: 21:01:12 time: 0.3210 data_time: 0.0127 memory: 7174 loss: 0.6175 loss_cls: 0.2244 loss_bbox: 0.3931 2022/11/14 03:09:53 - mmengine - INFO - Epoch(train) [9][7650/8541] lr: 2.5000e-04 eta: 21:00:56 time: 0.3256 data_time: 0.0129 memory: 7855 loss: 0.5869 loss_cls: 0.2056 loss_bbox: 0.3814 2022/11/14 03:10:01 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 03:10:10 - mmengine - INFO - Epoch(train) [9][7700/8541] lr: 2.5000e-04 eta: 21:00:40 time: 0.3313 data_time: 0.0125 memory: 7819 loss: 0.5968 loss_cls: 0.2149 loss_bbox: 0.3818 2022/11/14 03:10:27 - mmengine - INFO - Epoch(train) [9][7750/8541] lr: 2.5000e-04 eta: 21:00:26 time: 0.3377 data_time: 0.0126 memory: 8280 loss: 0.5925 loss_cls: 0.2095 loss_bbox: 0.3830 2022/11/14 03:10:43 - mmengine - INFO - Epoch(train) [9][7800/8541] lr: 2.5000e-04 eta: 21:00:08 time: 0.3196 data_time: 0.0127 memory: 6875 loss: 0.6129 loss_cls: 0.2281 loss_bbox: 0.3848 2022/11/14 03:10:59 - mmengine - INFO - Epoch(train) [9][7850/8541] lr: 2.5000e-04 eta: 20:59:52 time: 0.3303 data_time: 0.0131 memory: 7588 loss: 0.6152 loss_cls: 0.2379 loss_bbox: 0.3773 2022/11/14 03:11:16 - mmengine - INFO - Epoch(train) [9][7900/8541] lr: 2.5000e-04 eta: 20:59:36 time: 0.3298 data_time: 0.0133 memory: 7548 loss: 0.6338 loss_cls: 0.2321 loss_bbox: 0.4018 2022/11/14 03:11:32 - mmengine - INFO - Epoch(train) [9][7950/8541] lr: 2.5000e-04 eta: 20:59:20 time: 0.3278 data_time: 0.0128 memory: 8280 loss: 0.6234 loss_cls: 0.2346 loss_bbox: 0.3888 2022/11/14 03:11:48 - mmengine - INFO - Epoch(train) [9][8000/8541] lr: 2.5000e-04 eta: 20:59:04 time: 0.3255 data_time: 0.0129 memory: 8851 loss: 0.5712 loss_cls: 0.2074 loss_bbox: 0.3638 2022/11/14 03:12:05 - mmengine - INFO - Epoch(train) [9][8050/8541] lr: 2.5000e-04 eta: 20:58:47 time: 0.3266 data_time: 0.0125 memory: 7944 loss: 0.5914 loss_cls: 0.2206 loss_bbox: 0.3708 2022/11/14 03:12:21 - mmengine - INFO - Epoch(train) [9][8100/8541] lr: 2.5000e-04 eta: 20:58:31 time: 0.3286 data_time: 0.0126 memory: 8321 loss: 0.5722 loss_cls: 0.2009 loss_bbox: 0.3713 2022/11/14 03:12:38 - mmengine - INFO - Epoch(train) [9][8150/8541] lr: 2.5000e-04 eta: 20:58:14 time: 0.3237 data_time: 0.0126 memory: 7976 loss: 0.6196 loss_cls: 0.2265 loss_bbox: 0.3932 2022/11/14 03:12:54 - mmengine - INFO - Epoch(train) [9][8200/8541] lr: 2.5000e-04 eta: 20:57:59 time: 0.3315 data_time: 0.0126 memory: 8405 loss: 0.6007 loss_cls: 0.2170 loss_bbox: 0.3837 2022/11/14 03:13:10 - mmengine - INFO - Epoch(train) [9][8250/8541] lr: 2.5000e-04 eta: 20:57:42 time: 0.3240 data_time: 0.0129 memory: 7598 loss: 0.5885 loss_cls: 0.2104 loss_bbox: 0.3781 2022/11/14 03:13:27 - mmengine - INFO - Epoch(train) [9][8300/8541] lr: 2.5000e-04 eta: 20:57:25 time: 0.3238 data_time: 0.0124 memory: 7451 loss: 0.6050 loss_cls: 0.2184 loss_bbox: 0.3866 2022/11/14 03:13:42 - mmengine - INFO - Epoch(train) [9][8350/8541] lr: 2.5000e-04 eta: 20:57:07 time: 0.3144 data_time: 0.0123 memory: 6855 loss: 0.5810 loss_cls: 0.2161 loss_bbox: 0.3648 2022/11/14 03:13:58 - mmengine - INFO - Epoch(train) [9][8400/8541] lr: 2.5000e-04 eta: 20:56:49 time: 0.3160 data_time: 0.0130 memory: 6918 loss: 0.6004 loss_cls: 0.2203 loss_bbox: 0.3801 2022/11/14 03:14:14 - mmengine - INFO - Epoch(train) [9][8450/8541] lr: 2.5000e-04 eta: 20:56:33 time: 0.3262 data_time: 0.0127 memory: 8340 loss: 0.5881 loss_cls: 0.2065 loss_bbox: 0.3816 2022/11/14 03:14:31 - mmengine - INFO - Epoch(train) [9][8500/8541] lr: 2.5000e-04 eta: 20:56:16 time: 0.3225 data_time: 0.0130 memory: 7096 loss: 0.5977 loss_cls: 0.2163 loss_bbox: 0.3814 2022/11/14 03:14:44 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 03:15:01 - mmengine - INFO - Epoch(train) [10][50/8541] lr: 2.5000e-04 eta: 20:55:47 time: 0.3364 data_time: 0.0253 memory: 7815 loss: 0.5972 loss_cls: 0.2165 loss_bbox: 0.3807 2022/11/14 03:15:17 - mmengine - INFO - Epoch(train) [10][100/8541] lr: 2.5000e-04 eta: 20:55:31 time: 0.3301 data_time: 0.0124 memory: 8196 loss: 0.5816 loss_cls: 0.2068 loss_bbox: 0.3747 2022/11/14 03:15:27 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 03:15:34 - mmengine - INFO - Epoch(train) [10][150/8541] lr: 2.5000e-04 eta: 20:55:15 time: 0.3280 data_time: 0.0128 memory: 7172 loss: 0.5921 loss_cls: 0.2137 loss_bbox: 0.3785 2022/11/14 03:15:50 - mmengine - INFO - Epoch(train) [10][200/8541] lr: 2.5000e-04 eta: 20:54:59 time: 0.3282 data_time: 0.0125 memory: 7445 loss: 0.5771 loss_cls: 0.2058 loss_bbox: 0.3713 2022/11/14 03:16:07 - mmengine - INFO - Epoch(train) [10][250/8541] lr: 2.5000e-04 eta: 20:54:43 time: 0.3294 data_time: 0.0127 memory: 8187 loss: 0.5866 loss_cls: 0.2076 loss_bbox: 0.3790 2022/11/14 03:16:23 - mmengine - INFO - Epoch(train) [10][300/8541] lr: 2.5000e-04 eta: 20:54:28 time: 0.3365 data_time: 0.0128 memory: 7794 loss: 0.5917 loss_cls: 0.2108 loss_bbox: 0.3810 2022/11/14 03:16:40 - mmengine - INFO - Epoch(train) [10][350/8541] lr: 2.5000e-04 eta: 20:54:12 time: 0.3327 data_time: 0.0132 memory: 7849 loss: 0.5959 loss_cls: 0.2089 loss_bbox: 0.3870 2022/11/14 03:16:56 - mmengine - INFO - Epoch(train) [10][400/8541] lr: 2.5000e-04 eta: 20:53:55 time: 0.3222 data_time: 0.0127 memory: 7446 loss: 0.5900 loss_cls: 0.2117 loss_bbox: 0.3783 2022/11/14 03:17:12 - mmengine - INFO - Epoch(train) [10][450/8541] lr: 2.5000e-04 eta: 20:53:38 time: 0.3207 data_time: 0.0126 memory: 7596 loss: 0.6251 loss_cls: 0.2259 loss_bbox: 0.3992 2022/11/14 03:17:28 - mmengine - INFO - Epoch(train) [10][500/8541] lr: 2.5000e-04 eta: 20:53:21 time: 0.3198 data_time: 0.0130 memory: 7236 loss: 0.6138 loss_cls: 0.2240 loss_bbox: 0.3898 2022/11/14 03:17:44 - mmengine - INFO - Epoch(train) [10][550/8541] lr: 2.5000e-04 eta: 20:53:03 time: 0.3201 data_time: 0.0136 memory: 7012 loss: 0.6183 loss_cls: 0.2232 loss_bbox: 0.3951 2022/11/14 03:18:01 - mmengine - INFO - Epoch(train) [10][600/8541] lr: 2.5000e-04 eta: 20:52:47 time: 0.3266 data_time: 0.0133 memory: 7846 loss: 0.6117 loss_cls: 0.2157 loss_bbox: 0.3961 2022/11/14 03:18:17 - mmengine - INFO - Epoch(train) [10][650/8541] lr: 2.5000e-04 eta: 20:52:30 time: 0.3228 data_time: 0.0137 memory: 8190 loss: 0.6113 loss_cls: 0.2260 loss_bbox: 0.3852 2022/11/14 03:18:33 - mmengine - INFO - Epoch(train) [10][700/8541] lr: 2.5000e-04 eta: 20:52:13 time: 0.3231 data_time: 0.0135 memory: 8843 loss: 0.6002 loss_cls: 0.2126 loss_bbox: 0.3877 2022/11/14 03:18:49 - mmengine - INFO - Epoch(train) [10][750/8541] lr: 2.5000e-04 eta: 20:51:56 time: 0.3247 data_time: 0.0136 memory: 7575 loss: 0.6182 loss_cls: 0.2216 loss_bbox: 0.3967 2022/11/14 03:19:05 - mmengine - INFO - Epoch(train) [10][800/8541] lr: 2.5000e-04 eta: 20:51:39 time: 0.3175 data_time: 0.0135 memory: 7201 loss: 0.6146 loss_cls: 0.2262 loss_bbox: 0.3883 2022/11/14 03:19:21 - mmengine - INFO - Epoch(train) [10][850/8541] lr: 2.5000e-04 eta: 20:51:21 time: 0.3197 data_time: 0.0137 memory: 8060 loss: 0.5934 loss_cls: 0.2197 loss_bbox: 0.3737 2022/11/14 03:19:37 - mmengine - INFO - Epoch(train) [10][900/8541] lr: 2.5000e-04 eta: 20:51:04 time: 0.3195 data_time: 0.0135 memory: 7438 loss: 0.5690 loss_cls: 0.1972 loss_bbox: 0.3719 2022/11/14 03:19:53 - mmengine - INFO - Epoch(train) [10][950/8541] lr: 2.5000e-04 eta: 20:50:47 time: 0.3214 data_time: 0.0134 memory: 7191 loss: 0.6122 loss_cls: 0.2177 loss_bbox: 0.3945 2022/11/14 03:20:09 - mmengine - INFO - Epoch(train) [10][1000/8541] lr: 2.5000e-04 eta: 20:50:30 time: 0.3231 data_time: 0.0132 memory: 7988 loss: 0.5627 loss_cls: 0.2021 loss_bbox: 0.3605 2022/11/14 03:20:25 - mmengine - INFO - Epoch(train) [10][1050/8541] lr: 2.5000e-04 eta: 20:50:13 time: 0.3217 data_time: 0.0133 memory: 6991 loss: 0.6024 loss_cls: 0.2264 loss_bbox: 0.3759 2022/11/14 03:20:42 - mmengine - INFO - Epoch(train) [10][1100/8541] lr: 2.5000e-04 eta: 20:49:56 time: 0.3223 data_time: 0.0127 memory: 6791 loss: 0.6147 loss_cls: 0.2375 loss_bbox: 0.3772 2022/11/14 03:20:52 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 03:20:58 - mmengine - INFO - Epoch(train) [10][1150/8541] lr: 2.5000e-04 eta: 20:49:40 time: 0.3292 data_time: 0.0130 memory: 7664 loss: 0.5877 loss_cls: 0.2099 loss_bbox: 0.3778 2022/11/14 03:21:15 - mmengine - INFO - Epoch(train) [10][1200/8541] lr: 2.5000e-04 eta: 20:49:24 time: 0.3331 data_time: 0.0128 memory: 9577 loss: 0.6440 loss_cls: 0.2457 loss_bbox: 0.3983 2022/11/14 03:21:31 - mmengine - INFO - Epoch(train) [10][1250/8541] lr: 2.5000e-04 eta: 20:49:08 time: 0.3288 data_time: 0.0126 memory: 7341 loss: 0.6179 loss_cls: 0.2238 loss_bbox: 0.3942 2022/11/14 03:21:47 - mmengine - INFO - Epoch(train) [10][1300/8541] lr: 2.5000e-04 eta: 20:48:52 time: 0.3239 data_time: 0.0129 memory: 6983 loss: 0.5786 loss_cls: 0.2090 loss_bbox: 0.3696 2022/11/14 03:22:03 - mmengine - INFO - Epoch(train) [10][1350/8541] lr: 2.5000e-04 eta: 20:48:34 time: 0.3175 data_time: 0.0129 memory: 7097 loss: 0.7435 loss_cls: 0.2963 loss_bbox: 0.4472 2022/11/14 03:22:20 - mmengine - INFO - Epoch(train) [10][1400/8541] lr: 2.5000e-04 eta: 20:48:18 time: 0.3265 data_time: 0.0123 memory: 8022 loss: 0.7781 loss_cls: 0.3024 loss_bbox: 0.4757 2022/11/14 03:22:36 - mmengine - INFO - Epoch(train) [10][1450/8541] lr: 2.5000e-04 eta: 20:48:02 time: 0.3293 data_time: 0.0125 memory: 8523 loss: 0.7431 loss_cls: 0.2831 loss_bbox: 0.4600 2022/11/14 03:22:53 - mmengine - INFO - Epoch(train) [10][1500/8541] lr: 2.5000e-04 eta: 20:47:45 time: 0.3263 data_time: 0.0128 memory: 7207 loss: 0.6941 loss_cls: 0.2582 loss_bbox: 0.4359 2022/11/14 03:23:08 - mmengine - INFO - Epoch(train) [10][1550/8541] lr: 2.5000e-04 eta: 20:47:28 time: 0.3179 data_time: 0.0128 memory: 7276 loss: 0.6791 loss_cls: 0.2640 loss_bbox: 0.4151 2022/11/14 03:23:25 - mmengine - INFO - Epoch(train) [10][1600/8541] lr: 2.5000e-04 eta: 20:47:11 time: 0.3227 data_time: 0.0125 memory: 8348 loss: 0.6100 loss_cls: 0.2264 loss_bbox: 0.3836 2022/11/14 03:23:41 - mmengine - INFO - Epoch(train) [10][1650/8541] lr: 2.5000e-04 eta: 20:46:54 time: 0.3261 data_time: 0.0126 memory: 7651 loss: 0.6487 loss_cls: 0.2455 loss_bbox: 0.4032 2022/11/14 03:23:57 - mmengine - INFO - Epoch(train) [10][1700/8541] lr: 2.5000e-04 eta: 20:46:38 time: 0.3287 data_time: 0.0127 memory: 7658 loss: 0.6556 loss_cls: 0.2371 loss_bbox: 0.4185 2022/11/14 03:24:14 - mmengine - INFO - Epoch(train) [10][1750/8541] lr: 2.5000e-04 eta: 20:46:22 time: 0.3253 data_time: 0.0132 memory: 7869 loss: 0.6339 loss_cls: 0.2291 loss_bbox: 0.4048 2022/11/14 03:24:30 - mmengine - INFO - Epoch(train) [10][1800/8541] lr: 2.5000e-04 eta: 20:46:04 time: 0.3195 data_time: 0.0126 memory: 7207 loss: 0.6346 loss_cls: 0.2351 loss_bbox: 0.3994 2022/11/14 03:24:46 - mmengine - INFO - Epoch(train) [10][1850/8541] lr: 2.5000e-04 eta: 20:45:47 time: 0.3230 data_time: 0.0129 memory: 7589 loss: 0.6242 loss_cls: 0.2319 loss_bbox: 0.3923 2022/11/14 03:25:02 - mmengine - INFO - Epoch(train) [10][1900/8541] lr: 2.5000e-04 eta: 20:45:31 time: 0.3240 data_time: 0.0132 memory: 7022 loss: 0.6079 loss_cls: 0.2171 loss_bbox: 0.3907 2022/11/14 03:25:18 - mmengine - INFO - Epoch(train) [10][1950/8541] lr: 2.5000e-04 eta: 20:45:13 time: 0.3201 data_time: 0.0134 memory: 8022 loss: 0.6377 loss_cls: 0.2408 loss_bbox: 0.3969 2022/11/14 03:25:34 - mmengine - INFO - Epoch(train) [10][2000/8541] lr: 2.5000e-04 eta: 20:44:57 time: 0.3256 data_time: 0.0133 memory: 8613 loss: 0.6002 loss_cls: 0.2153 loss_bbox: 0.3848 2022/11/14 03:25:51 - mmengine - INFO - Epoch(train) [10][2050/8541] lr: 2.5000e-04 eta: 20:44:41 time: 0.3284 data_time: 0.0136 memory: 7145 loss: 0.6248 loss_cls: 0.2316 loss_bbox: 0.3932 2022/11/14 03:26:07 - mmengine - INFO - Epoch(train) [10][2100/8541] lr: 2.5000e-04 eta: 20:44:24 time: 0.3257 data_time: 0.0132 memory: 8003 loss: 0.6041 loss_cls: 0.2155 loss_bbox: 0.3886 2022/11/14 03:26:17 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 03:26:23 - mmengine - INFO - Epoch(train) [10][2150/8541] lr: 2.5000e-04 eta: 20:44:07 time: 0.3244 data_time: 0.0126 memory: 8337 loss: 0.6198 loss_cls: 0.2286 loss_bbox: 0.3912 2022/11/14 03:26:40 - mmengine - INFO - Epoch(train) [10][2200/8541] lr: 2.5000e-04 eta: 20:43:50 time: 0.3220 data_time: 0.0129 memory: 7136 loss: 0.6272 loss_cls: 0.2315 loss_bbox: 0.3957 2022/11/14 03:26:56 - mmengine - INFO - Epoch(train) [10][2250/8541] lr: 2.5000e-04 eta: 20:43:34 time: 0.3272 data_time: 0.0128 memory: 8300 loss: 0.6296 loss_cls: 0.2249 loss_bbox: 0.4046 2022/11/14 03:27:13 - mmengine - INFO - Epoch(train) [10][2300/8541] lr: 2.5000e-04 eta: 20:43:19 time: 0.3336 data_time: 0.0133 memory: 8676 loss: 0.6246 loss_cls: 0.2244 loss_bbox: 0.4002 2022/11/14 03:27:29 - mmengine - INFO - Epoch(train) [10][2350/8541] lr: 2.5000e-04 eta: 20:43:02 time: 0.3236 data_time: 0.0129 memory: 7819 loss: 0.6250 loss_cls: 0.2345 loss_bbox: 0.3906 2022/11/14 03:27:45 - mmengine - INFO - Epoch(train) [10][2400/8541] lr: 2.5000e-04 eta: 20:42:45 time: 0.3250 data_time: 0.0128 memory: 7849 loss: 0.6060 loss_cls: 0.2207 loss_bbox: 0.3853 2022/11/14 03:28:01 - mmengine - INFO - Epoch(train) [10][2450/8541] lr: 2.5000e-04 eta: 20:42:29 time: 0.3252 data_time: 0.0127 memory: 7238 loss: 0.5844 loss_cls: 0.2096 loss_bbox: 0.3748 2022/11/14 03:28:18 - mmengine - INFO - Epoch(train) [10][2500/8541] lr: 2.5000e-04 eta: 20:42:13 time: 0.3300 data_time: 0.0125 memory: 7265 loss: 0.5855 loss_cls: 0.2016 loss_bbox: 0.3838 2022/11/14 03:28:34 - mmengine - INFO - Epoch(train) [10][2550/8541] lr: 2.5000e-04 eta: 20:41:57 time: 0.3301 data_time: 0.0125 memory: 7470 loss: 0.5714 loss_cls: 0.1995 loss_bbox: 0.3720 2022/11/14 03:28:51 - mmengine - INFO - Epoch(train) [10][2600/8541] lr: 2.5000e-04 eta: 20:41:41 time: 0.3294 data_time: 0.0123 memory: 7682 loss: 0.5865 loss_cls: 0.2082 loss_bbox: 0.3783 2022/11/14 03:29:08 - mmengine - INFO - Epoch(train) [10][2650/8541] lr: 2.5000e-04 eta: 20:41:26 time: 0.3332 data_time: 0.0130 memory: 10537 loss: 0.5849 loss_cls: 0.2049 loss_bbox: 0.3801 2022/11/14 03:29:24 - mmengine - INFO - Epoch(train) [10][2700/8541] lr: 2.5000e-04 eta: 20:41:09 time: 0.3244 data_time: 0.0132 memory: 8560 loss: 0.5903 loss_cls: 0.2064 loss_bbox: 0.3839 2022/11/14 03:29:40 - mmengine - INFO - Epoch(train) [10][2750/8541] lr: 2.5000e-04 eta: 20:40:52 time: 0.3239 data_time: 0.0126 memory: 8707 loss: 0.6074 loss_cls: 0.2175 loss_bbox: 0.3900 2022/11/14 03:29:56 - mmengine - INFO - Epoch(train) [10][2800/8541] lr: 2.5000e-04 eta: 20:40:35 time: 0.3200 data_time: 0.0133 memory: 7215 loss: 0.5939 loss_cls: 0.2139 loss_bbox: 0.3800 2022/11/14 03:30:12 - mmengine - INFO - Epoch(train) [10][2850/8541] lr: 2.5000e-04 eta: 20:40:18 time: 0.3216 data_time: 0.0132 memory: 7109 loss: 0.5869 loss_cls: 0.2104 loss_bbox: 0.3765 2022/11/14 03:30:28 - mmengine - INFO - Epoch(train) [10][2900/8541] lr: 2.5000e-04 eta: 20:40:01 time: 0.3233 data_time: 0.0133 memory: 7245 loss: 0.5802 loss_cls: 0.2016 loss_bbox: 0.3786 2022/11/14 03:30:44 - mmengine - INFO - Epoch(train) [10][2950/8541] lr: 2.5000e-04 eta: 20:39:44 time: 0.3180 data_time: 0.0135 memory: 6827 loss: 0.5771 loss_cls: 0.2058 loss_bbox: 0.3713 2022/11/14 03:31:01 - mmengine - INFO - Epoch(train) [10][3000/8541] lr: 2.5000e-04 eta: 20:39:27 time: 0.3252 data_time: 0.0135 memory: 7904 loss: 0.5945 loss_cls: 0.2127 loss_bbox: 0.3818 2022/11/14 03:31:17 - mmengine - INFO - Epoch(train) [10][3050/8541] lr: 2.5000e-04 eta: 20:39:10 time: 0.3241 data_time: 0.0130 memory: 8854 loss: 0.6329 loss_cls: 0.2361 loss_bbox: 0.3968 2022/11/14 03:31:33 - mmengine - INFO - Epoch(train) [10][3100/8541] lr: 2.5000e-04 eta: 20:38:53 time: 0.3188 data_time: 0.0128 memory: 7412 loss: 0.5989 loss_cls: 0.2174 loss_bbox: 0.3815 2022/11/14 03:31:43 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 03:31:49 - mmengine - INFO - Epoch(train) [10][3150/8541] lr: 2.5000e-04 eta: 20:38:35 time: 0.3173 data_time: 0.0125 memory: 6930 loss: 0.5747 loss_cls: 0.2072 loss_bbox: 0.3675 2022/11/14 03:32:05 - mmengine - INFO - Epoch(train) [10][3200/8541] lr: 2.5000e-04 eta: 20:38:18 time: 0.3178 data_time: 0.0128 memory: 8074 loss: 0.5576 loss_cls: 0.1928 loss_bbox: 0.3648 2022/11/14 03:32:21 - mmengine - INFO - Epoch(train) [10][3250/8541] lr: 2.5000e-04 eta: 20:38:02 time: 0.3298 data_time: 0.0128 memory: 8168 loss: 0.5847 loss_cls: 0.2028 loss_bbox: 0.3820 2022/11/14 03:32:37 - mmengine - INFO - Epoch(train) [10][3300/8541] lr: 2.5000e-04 eta: 20:37:45 time: 0.3252 data_time: 0.0134 memory: 7290 loss: 0.5886 loss_cls: 0.2094 loss_bbox: 0.3792 2022/11/14 03:32:54 - mmengine - INFO - Epoch(train) [10][3350/8541] lr: 2.5000e-04 eta: 20:37:29 time: 0.3269 data_time: 0.0136 memory: 7428 loss: 0.5824 loss_cls: 0.2128 loss_bbox: 0.3696 2022/11/14 03:33:10 - mmengine - INFO - Epoch(train) [10][3400/8541] lr: 2.5000e-04 eta: 20:37:13 time: 0.3273 data_time: 0.0137 memory: 8352 loss: 0.5916 loss_cls: 0.2161 loss_bbox: 0.3755 2022/11/14 03:33:26 - mmengine - INFO - Epoch(train) [10][3450/8541] lr: 2.5000e-04 eta: 20:36:56 time: 0.3253 data_time: 0.0135 memory: 8426 loss: 0.5785 loss_cls: 0.2077 loss_bbox: 0.3708 2022/11/14 03:33:43 - mmengine - INFO - Epoch(train) [10][3500/8541] lr: 2.5000e-04 eta: 20:36:39 time: 0.3226 data_time: 0.0137 memory: 7314 loss: 0.5731 loss_cls: 0.2077 loss_bbox: 0.3654 2022/11/14 03:33:58 - mmengine - INFO - Epoch(train) [10][3550/8541] lr: 2.5000e-04 eta: 20:36:21 time: 0.3156 data_time: 0.0135 memory: 7683 loss: 0.6398 loss_cls: 0.2451 loss_bbox: 0.3947 2022/11/14 03:34:15 - mmengine - INFO - Epoch(train) [10][3600/8541] lr: 2.5000e-04 eta: 20:36:05 time: 0.3291 data_time: 0.0125 memory: 7243 loss: 0.6099 loss_cls: 0.2230 loss_bbox: 0.3869 2022/11/14 03:34:31 - mmengine - INFO - Epoch(train) [10][3650/8541] lr: 2.5000e-04 eta: 20:35:48 time: 0.3210 data_time: 0.0128 memory: 7141 loss: 0.6175 loss_cls: 0.2287 loss_bbox: 0.3888 2022/11/14 03:34:47 - mmengine - INFO - Epoch(train) [10][3700/8541] lr: 2.5000e-04 eta: 20:35:32 time: 0.3270 data_time: 0.0129 memory: 7140 loss: 0.5904 loss_cls: 0.2126 loss_bbox: 0.3778 2022/11/14 03:35:04 - mmengine - INFO - Epoch(train) [10][3750/8541] lr: 2.5000e-04 eta: 20:35:16 time: 0.3280 data_time: 0.0129 memory: 7407 loss: 0.5742 loss_cls: 0.2066 loss_bbox: 0.3675 2022/11/14 03:35:20 - mmengine - INFO - Epoch(train) [10][3800/8541] lr: 2.5000e-04 eta: 20:35:00 time: 0.3318 data_time: 0.0129 memory: 7778 loss: 0.5986 loss_cls: 0.2114 loss_bbox: 0.3872 2022/11/14 03:35:37 - mmengine - INFO - Epoch(train) [10][3850/8541] lr: 2.5000e-04 eta: 20:34:44 time: 0.3279 data_time: 0.0127 memory: 6997 loss: 0.5782 loss_cls: 0.2032 loss_bbox: 0.3750 2022/11/14 03:35:53 - mmengine - INFO - Epoch(train) [10][3900/8541] lr: 2.5000e-04 eta: 20:34:27 time: 0.3247 data_time: 0.0129 memory: 7712 loss: 0.6098 loss_cls: 0.2261 loss_bbox: 0.3837 2022/11/14 03:36:09 - mmengine - INFO - Epoch(train) [10][3950/8541] lr: 2.5000e-04 eta: 20:34:11 time: 0.3289 data_time: 0.0126 memory: 7399 loss: 0.5773 loss_cls: 0.2009 loss_bbox: 0.3763 2022/11/14 03:36:26 - mmengine - INFO - Epoch(train) [10][4000/8541] lr: 2.5000e-04 eta: 20:33:54 time: 0.3227 data_time: 0.0128 memory: 7107 loss: 0.5810 loss_cls: 0.2086 loss_bbox: 0.3724 2022/11/14 03:36:42 - mmengine - INFO - Epoch(train) [10][4050/8541] lr: 2.5000e-04 eta: 20:33:38 time: 0.3280 data_time: 0.0129 memory: 7906 loss: 0.5802 loss_cls: 0.2019 loss_bbox: 0.3783 2022/11/14 03:36:58 - mmengine - INFO - Epoch(train) [10][4100/8541] lr: 2.5000e-04 eta: 20:33:20 time: 0.3149 data_time: 0.0123 memory: 6850 loss: 0.5755 loss_cls: 0.2081 loss_bbox: 0.3674 2022/11/14 03:37:08 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 03:37:14 - mmengine - INFO - Epoch(train) [10][4150/8541] lr: 2.5000e-04 eta: 20:33:03 time: 0.3213 data_time: 0.0130 memory: 7152 loss: 0.5761 loss_cls: 0.2059 loss_bbox: 0.3702 2022/11/14 03:37:30 - mmengine - INFO - Epoch(train) [10][4200/8541] lr: 2.5000e-04 eta: 20:32:46 time: 0.3239 data_time: 0.0126 memory: 8193 loss: 0.6319 loss_cls: 0.2370 loss_bbox: 0.3948 2022/11/14 03:37:46 - mmengine - INFO - Epoch(train) [10][4250/8541] lr: 2.5000e-04 eta: 20:32:30 time: 0.3244 data_time: 0.0134 memory: 7563 loss: 0.5854 loss_cls: 0.2103 loss_bbox: 0.3751 2022/11/14 03:38:03 - mmengine - INFO - Epoch(train) [10][4300/8541] lr: 2.5000e-04 eta: 20:32:13 time: 0.3261 data_time: 0.0132 memory: 7469 loss: 0.5908 loss_cls: 0.2112 loss_bbox: 0.3796 2022/11/14 03:38:19 - mmengine - INFO - Epoch(train) [10][4350/8541] lr: 2.5000e-04 eta: 20:31:56 time: 0.3239 data_time: 0.0132 memory: 7731 loss: 0.5852 loss_cls: 0.2063 loss_bbox: 0.3789 2022/11/14 03:38:35 - mmengine - INFO - Epoch(train) [10][4400/8541] lr: 2.5000e-04 eta: 20:31:39 time: 0.3212 data_time: 0.0131 memory: 6864 loss: 0.5773 loss_cls: 0.2066 loss_bbox: 0.3707 2022/11/14 03:38:51 - mmengine - INFO - Epoch(train) [10][4450/8541] lr: 2.5000e-04 eta: 20:31:23 time: 0.3268 data_time: 0.0130 memory: 8320 loss: 0.6057 loss_cls: 0.2138 loss_bbox: 0.3919 2022/11/14 03:39:08 - mmengine - INFO - Epoch(train) [10][4500/8541] lr: 2.5000e-04 eta: 20:31:07 time: 0.3250 data_time: 0.0127 memory: 7067 loss: 0.6168 loss_cls: 0.2270 loss_bbox: 0.3898 2022/11/14 03:39:25 - mmengine - INFO - Epoch(train) [10][4550/8541] lr: 2.5000e-04 eta: 20:30:52 time: 0.3405 data_time: 0.0235 memory: 7404 loss: 0.6073 loss_cls: 0.2211 loss_bbox: 0.3863 2022/11/14 03:39:41 - mmengine - INFO - Epoch(train) [10][4600/8541] lr: 2.5000e-04 eta: 20:30:36 time: 0.3271 data_time: 0.0128 memory: 8362 loss: 0.5975 loss_cls: 0.2146 loss_bbox: 0.3828 2022/11/14 03:39:57 - mmengine - INFO - Epoch(train) [10][4650/8541] lr: 2.5000e-04 eta: 20:30:20 time: 0.3278 data_time: 0.0125 memory: 7381 loss: 0.5975 loss_cls: 0.2120 loss_bbox: 0.3855 2022/11/14 03:40:14 - mmengine - INFO - Epoch(train) [10][4700/8541] lr: 2.5000e-04 eta: 20:30:03 time: 0.3229 data_time: 0.0129 memory: 7392 loss: 0.5736 loss_cls: 0.2020 loss_bbox: 0.3715 2022/11/14 03:40:30 - mmengine - INFO - Epoch(train) [10][4750/8541] lr: 2.5000e-04 eta: 20:29:46 time: 0.3220 data_time: 0.0126 memory: 7037 loss: 0.5772 loss_cls: 0.2063 loss_bbox: 0.3708 2022/11/14 03:40:46 - mmengine - INFO - Epoch(train) [10][4800/8541] lr: 2.5000e-04 eta: 20:29:29 time: 0.3245 data_time: 0.0129 memory: 7372 loss: 0.6089 loss_cls: 0.2278 loss_bbox: 0.3811 2022/11/14 03:41:02 - mmengine - INFO - Epoch(train) [10][4850/8541] lr: 2.5000e-04 eta: 20:29:11 time: 0.3170 data_time: 0.0125 memory: 6939 loss: 0.5928 loss_cls: 0.2127 loss_bbox: 0.3801 2022/11/14 03:41:18 - mmengine - INFO - Epoch(train) [10][4900/8541] lr: 2.5000e-04 eta: 20:28:55 time: 0.3239 data_time: 0.0128 memory: 7841 loss: 0.6022 loss_cls: 0.2215 loss_bbox: 0.3807 2022/11/14 03:41:34 - mmengine - INFO - Epoch(train) [10][4950/8541] lr: 2.5000e-04 eta: 20:28:38 time: 0.3249 data_time: 0.0128 memory: 7059 loss: 0.5722 loss_cls: 0.2049 loss_bbox: 0.3673 2022/11/14 03:41:50 - mmengine - INFO - Epoch(train) [10][5000/8541] lr: 2.5000e-04 eta: 20:28:21 time: 0.3212 data_time: 0.0130 memory: 7913 loss: 0.6234 loss_cls: 0.2400 loss_bbox: 0.3834 2022/11/14 03:42:07 - mmengine - INFO - Epoch(train) [10][5050/8541] lr: 2.5000e-04 eta: 20:28:05 time: 0.3254 data_time: 0.0130 memory: 7717 loss: 0.5783 loss_cls: 0.2146 loss_bbox: 0.3638 2022/11/14 03:42:23 - mmengine - INFO - Epoch(train) [10][5100/8541] lr: 2.5000e-04 eta: 20:27:48 time: 0.3230 data_time: 0.0126 memory: 6805 loss: 0.5763 loss_cls: 0.2085 loss_bbox: 0.3677 2022/11/14 03:42:33 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 03:42:40 - mmengine - INFO - Epoch(train) [10][5150/8541] lr: 2.5000e-04 eta: 20:27:32 time: 0.3308 data_time: 0.0126 memory: 8578 loss: 0.5805 loss_cls: 0.2079 loss_bbox: 0.3725 2022/11/14 03:42:56 - mmengine - INFO - Epoch(train) [10][5200/8541] lr: 2.5000e-04 eta: 20:27:15 time: 0.3241 data_time: 0.0130 memory: 7838 loss: 0.5902 loss_cls: 0.2116 loss_bbox: 0.3786 2022/11/14 03:43:12 - mmengine - INFO - Epoch(train) [10][5250/8541] lr: 2.5000e-04 eta: 20:26:59 time: 0.3238 data_time: 0.0135 memory: 7050 loss: 0.5845 loss_cls: 0.2084 loss_bbox: 0.3760 2022/11/14 03:43:28 - mmengine - INFO - Epoch(train) [10][5300/8541] lr: 2.5000e-04 eta: 20:26:42 time: 0.3228 data_time: 0.0129 memory: 7113 loss: 0.5929 loss_cls: 0.2169 loss_bbox: 0.3761 2022/11/14 03:43:44 - mmengine - INFO - Epoch(train) [10][5350/8541] lr: 2.5000e-04 eta: 20:26:25 time: 0.3224 data_time: 0.0127 memory: 7310 loss: 0.5965 loss_cls: 0.2169 loss_bbox: 0.3797 2022/11/14 03:44:01 - mmengine - INFO - Epoch(train) [10][5400/8541] lr: 2.5000e-04 eta: 20:26:10 time: 0.3362 data_time: 0.0128 memory: 8410 loss: 0.5775 loss_cls: 0.2016 loss_bbox: 0.3759 2022/11/14 03:44:17 - mmengine - INFO - Epoch(train) [10][5450/8541] lr: 2.5000e-04 eta: 20:25:53 time: 0.3252 data_time: 0.0133 memory: 7647 loss: 0.5745 loss_cls: 0.2018 loss_bbox: 0.3726 2022/11/14 03:44:33 - mmengine - INFO - Epoch(train) [10][5500/8541] lr: 2.5000e-04 eta: 20:25:36 time: 0.3214 data_time: 0.0135 memory: 7250 loss: 0.5952 loss_cls: 0.2129 loss_bbox: 0.3823 2022/11/14 03:44:49 - mmengine - INFO - Epoch(train) [10][5550/8541] lr: 2.5000e-04 eta: 20:25:19 time: 0.3199 data_time: 0.0136 memory: 7051 loss: 0.5903 loss_cls: 0.2139 loss_bbox: 0.3764 2022/11/14 03:45:06 - mmengine - INFO - Epoch(train) [10][5600/8541] lr: 2.5000e-04 eta: 20:25:03 time: 0.3310 data_time: 0.0127 memory: 7407 loss: 0.5718 loss_cls: 0.1979 loss_bbox: 0.3739 2022/11/14 03:45:23 - mmengine - INFO - Epoch(train) [10][5650/8541] lr: 2.5000e-04 eta: 20:24:48 time: 0.3340 data_time: 0.0131 memory: 8759 loss: 0.6022 loss_cls: 0.2097 loss_bbox: 0.3925 2022/11/14 03:45:39 - mmengine - INFO - Epoch(train) [10][5700/8541] lr: 2.5000e-04 eta: 20:24:30 time: 0.3170 data_time: 0.0131 memory: 7782 loss: 0.6055 loss_cls: 0.2203 loss_bbox: 0.3852 2022/11/14 03:45:55 - mmengine - INFO - Epoch(train) [10][5750/8541] lr: 2.5000e-04 eta: 20:24:14 time: 0.3270 data_time: 0.0129 memory: 7817 loss: 0.5906 loss_cls: 0.2071 loss_bbox: 0.3835 2022/11/14 03:46:11 - mmengine - INFO - Epoch(train) [10][5800/8541] lr: 2.5000e-04 eta: 20:23:57 time: 0.3262 data_time: 0.0127 memory: 7732 loss: 0.5817 loss_cls: 0.2052 loss_bbox: 0.3765 2022/11/14 03:46:28 - mmengine - INFO - Epoch(train) [10][5850/8541] lr: 2.5000e-04 eta: 20:23:41 time: 0.3250 data_time: 0.0125 memory: 7806 loss: 0.6058 loss_cls: 0.2214 loss_bbox: 0.3844 2022/11/14 03:46:44 - mmengine - INFO - Epoch(train) [10][5900/8541] lr: 2.5000e-04 eta: 20:23:25 time: 0.3285 data_time: 0.0129 memory: 7490 loss: 0.5855 loss_cls: 0.2165 loss_bbox: 0.3690 2022/11/14 03:47:00 - mmengine - INFO - Epoch(train) [10][5950/8541] lr: 2.5000e-04 eta: 20:23:07 time: 0.3185 data_time: 0.0130 memory: 7232 loss: 0.5915 loss_cls: 0.2179 loss_bbox: 0.3737 2022/11/14 03:47:16 - mmengine - INFO - Epoch(train) [10][6000/8541] lr: 2.5000e-04 eta: 20:22:51 time: 0.3280 data_time: 0.0132 memory: 8137 loss: 0.5876 loss_cls: 0.2090 loss_bbox: 0.3786 2022/11/14 03:47:33 - mmengine - INFO - Epoch(train) [10][6050/8541] lr: 2.5000e-04 eta: 20:22:35 time: 0.3261 data_time: 0.0133 memory: 7716 loss: 0.5786 loss_cls: 0.2074 loss_bbox: 0.3712 2022/11/14 03:47:49 - mmengine - INFO - Epoch(train) [10][6100/8541] lr: 2.5000e-04 eta: 20:22:18 time: 0.3242 data_time: 0.0135 memory: 7962 loss: 0.6024 loss_cls: 0.2153 loss_bbox: 0.3872 2022/11/14 03:47:59 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 03:48:05 - mmengine - INFO - Epoch(train) [10][6150/8541] lr: 2.5000e-04 eta: 20:22:02 time: 0.3272 data_time: 0.0135 memory: 7916 loss: 0.5787 loss_cls: 0.2026 loss_bbox: 0.3760 2022/11/14 03:48:21 - mmengine - INFO - Epoch(train) [10][6200/8541] lr: 2.5000e-04 eta: 20:21:45 time: 0.3197 data_time: 0.0135 memory: 8378 loss: 0.6045 loss_cls: 0.2136 loss_bbox: 0.3909 2022/11/14 03:48:37 - mmengine - INFO - Epoch(train) [10][6250/8541] lr: 2.5000e-04 eta: 20:21:27 time: 0.3189 data_time: 0.0136 memory: 7753 loss: 0.5973 loss_cls: 0.2157 loss_bbox: 0.3815 2022/11/14 03:48:54 - mmengine - INFO - Epoch(train) [10][6300/8541] lr: 2.5000e-04 eta: 20:21:10 time: 0.3236 data_time: 0.0134 memory: 7683 loss: 0.5749 loss_cls: 0.2048 loss_bbox: 0.3701 2022/11/14 03:49:10 - mmengine - INFO - Epoch(train) [10][6350/8541] lr: 2.5000e-04 eta: 20:20:54 time: 0.3274 data_time: 0.0131 memory: 7815 loss: 0.5757 loss_cls: 0.2056 loss_bbox: 0.3701 2022/11/14 03:49:26 - mmengine - INFO - Epoch(train) [10][6400/8541] lr: 2.5000e-04 eta: 20:20:38 time: 0.3299 data_time: 0.0134 memory: 7878 loss: 0.5770 loss_cls: 0.1987 loss_bbox: 0.3784 2022/11/14 03:49:43 - mmengine - INFO - Epoch(train) [10][6450/8541] lr: 2.5000e-04 eta: 20:20:21 time: 0.3228 data_time: 0.0132 memory: 7208 loss: 0.5803 loss_cls: 0.2092 loss_bbox: 0.3712 2022/11/14 03:49:59 - mmengine - INFO - Epoch(train) [10][6500/8541] lr: 2.5000e-04 eta: 20:20:06 time: 0.3294 data_time: 0.0134 memory: 8700 loss: 0.5917 loss_cls: 0.2047 loss_bbox: 0.3869 2022/11/14 03:50:15 - mmengine - INFO - Epoch(train) [10][6550/8541] lr: 2.5000e-04 eta: 20:19:49 time: 0.3245 data_time: 0.0128 memory: 7951 loss: 0.5770 loss_cls: 0.2067 loss_bbox: 0.3702 2022/11/14 03:50:32 - mmengine - INFO - Epoch(train) [10][6600/8541] lr: 2.5000e-04 eta: 20:19:32 time: 0.3220 data_time: 0.0129 memory: 6804 loss: 0.5652 loss_cls: 0.2002 loss_bbox: 0.3650 2022/11/14 03:50:48 - mmengine - INFO - Epoch(train) [10][6650/8541] lr: 2.5000e-04 eta: 20:19:15 time: 0.3250 data_time: 0.0130 memory: 7545 loss: 0.5832 loss_cls: 0.2082 loss_bbox: 0.3750 2022/11/14 03:51:04 - mmengine - INFO - Epoch(train) [10][6700/8541] lr: 2.5000e-04 eta: 20:18:59 time: 0.3247 data_time: 0.0124 memory: 9093 loss: 0.6276 loss_cls: 0.2354 loss_bbox: 0.3922 2022/11/14 03:51:20 - mmengine - INFO - Epoch(train) [10][6750/8541] lr: 2.5000e-04 eta: 20:18:42 time: 0.3199 data_time: 0.0127 memory: 7369 loss: 0.5819 loss_cls: 0.2149 loss_bbox: 0.3670 2022/11/14 03:51:36 - mmengine - INFO - Epoch(train) [10][6800/8541] lr: 2.5000e-04 eta: 20:18:24 time: 0.3209 data_time: 0.0131 memory: 7669 loss: 0.6156 loss_cls: 0.2325 loss_bbox: 0.3832 2022/11/14 03:51:53 - mmengine - INFO - Epoch(train) [10][6850/8541] lr: 2.5000e-04 eta: 20:18:09 time: 0.3312 data_time: 0.0134 memory: 8833 loss: 0.6099 loss_cls: 0.2206 loss_bbox: 0.3894 2022/11/14 03:52:09 - mmengine - INFO - Epoch(train) [10][6900/8541] lr: 2.5000e-04 eta: 20:17:52 time: 0.3211 data_time: 0.0133 memory: 7833 loss: 0.6050 loss_cls: 0.2256 loss_bbox: 0.3794 2022/11/14 03:52:25 - mmengine - INFO - Epoch(train) [10][6950/8541] lr: 2.5000e-04 eta: 20:17:34 time: 0.3189 data_time: 0.0133 memory: 7065 loss: 0.6000 loss_cls: 0.2171 loss_bbox: 0.3829 2022/11/14 03:52:41 - mmengine - INFO - Epoch(train) [10][7000/8541] lr: 2.5000e-04 eta: 20:17:18 time: 0.3270 data_time: 0.0126 memory: 7600 loss: 0.5948 loss_cls: 0.2182 loss_bbox: 0.3766 2022/11/14 03:52:57 - mmengine - INFO - Epoch(train) [10][7050/8541] lr: 2.5000e-04 eta: 20:17:01 time: 0.3227 data_time: 0.0125 memory: 7238 loss: 0.6100 loss_cls: 0.2182 loss_bbox: 0.3918 2022/11/14 03:53:14 - mmengine - INFO - Epoch(train) [10][7100/8541] lr: 2.5000e-04 eta: 20:16:45 time: 0.3310 data_time: 0.0129 memory: 9050 loss: 0.6173 loss_cls: 0.2365 loss_bbox: 0.3809 2022/11/14 03:53:24 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 03:53:30 - mmengine - INFO - Epoch(train) [10][7150/8541] lr: 2.5000e-04 eta: 20:16:29 time: 0.3292 data_time: 0.0131 memory: 7673 loss: 0.5876 loss_cls: 0.2086 loss_bbox: 0.3790 2022/11/14 03:53:47 - mmengine - INFO - Epoch(train) [10][7200/8541] lr: 2.5000e-04 eta: 20:16:13 time: 0.3270 data_time: 0.0127 memory: 8006 loss: 0.5984 loss_cls: 0.2137 loss_bbox: 0.3846 2022/11/14 03:54:03 - mmengine - INFO - Epoch(train) [10][7250/8541] lr: 2.5000e-04 eta: 20:15:56 time: 0.3176 data_time: 0.0125 memory: 8293 loss: 0.5743 loss_cls: 0.2064 loss_bbox: 0.3679 2022/11/14 03:54:19 - mmengine - INFO - Epoch(train) [10][7300/8541] lr: 2.5000e-04 eta: 20:15:39 time: 0.3239 data_time: 0.0128 memory: 7746 loss: 0.5819 loss_cls: 0.2131 loss_bbox: 0.3689 2022/11/14 03:54:35 - mmengine - INFO - Epoch(train) [10][7350/8541] lr: 2.5000e-04 eta: 20:15:22 time: 0.3206 data_time: 0.0128 memory: 6980 loss: 0.5817 loss_cls: 0.2083 loss_bbox: 0.3733 2022/11/14 03:54:51 - mmengine - INFO - Epoch(train) [10][7400/8541] lr: 2.5000e-04 eta: 20:15:05 time: 0.3246 data_time: 0.0131 memory: 7299 loss: 0.6448 loss_cls: 0.2541 loss_bbox: 0.3907 2022/11/14 03:55:07 - mmengine - INFO - Epoch(train) [10][7450/8541] lr: 2.5000e-04 eta: 20:14:49 time: 0.3249 data_time: 0.0129 memory: 7309 loss: 0.6629 loss_cls: 0.2702 loss_bbox: 0.3927 2022/11/14 03:55:24 - mmengine - INFO - Epoch(train) [10][7500/8541] lr: 2.5000e-04 eta: 20:14:33 time: 0.3308 data_time: 0.0128 memory: 7287 loss: 0.6161 loss_cls: 0.2236 loss_bbox: 0.3925 2022/11/14 03:55:40 - mmengine - INFO - Epoch(train) [10][7550/8541] lr: 2.5000e-04 eta: 20:14:17 time: 0.3273 data_time: 0.0127 memory: 7635 loss: 0.6568 loss_cls: 0.2563 loss_bbox: 0.4005 2022/11/14 03:55:57 - mmengine - INFO - Epoch(train) [10][7600/8541] lr: 2.5000e-04 eta: 20:14:00 time: 0.3237 data_time: 0.0132 memory: 8589 loss: 0.5862 loss_cls: 0.2142 loss_bbox: 0.3720 2022/11/14 03:56:13 - mmengine - INFO - Epoch(train) [10][7650/8541] lr: 2.5000e-04 eta: 20:13:44 time: 0.3287 data_time: 0.0135 memory: 7803 loss: 0.6135 loss_cls: 0.2223 loss_bbox: 0.3911 2022/11/14 03:56:29 - mmengine - INFO - Epoch(train) [10][7700/8541] lr: 2.5000e-04 eta: 20:13:26 time: 0.3180 data_time: 0.0136 memory: 6998 loss: 0.6221 loss_cls: 0.2370 loss_bbox: 0.3852 2022/11/14 03:56:45 - mmengine - INFO - Epoch(train) [10][7750/8541] lr: 2.5000e-04 eta: 20:13:10 time: 0.3279 data_time: 0.0136 memory: 7808 loss: 0.6393 loss_cls: 0.2405 loss_bbox: 0.3988 2022/11/14 03:57:02 - mmengine - INFO - Epoch(train) [10][7800/8541] lr: 2.5000e-04 eta: 20:12:53 time: 0.3241 data_time: 0.0131 memory: 7374 loss: 0.6022 loss_cls: 0.2217 loss_bbox: 0.3805 2022/11/14 03:57:18 - mmengine - INFO - Epoch(train) [10][7850/8541] lr: 2.5000e-04 eta: 20:12:36 time: 0.3192 data_time: 0.0121 memory: 8198 loss: 0.6116 loss_cls: 0.2222 loss_bbox: 0.3894 2022/11/14 03:57:34 - mmengine - INFO - Epoch(train) [10][7900/8541] lr: 2.5000e-04 eta: 20:12:20 time: 0.3260 data_time: 0.0130 memory: 7537 loss: 0.5750 loss_cls: 0.2010 loss_bbox: 0.3739 2022/11/14 03:57:50 - mmengine - INFO - Epoch(train) [10][7950/8541] lr: 2.5000e-04 eta: 20:12:03 time: 0.3219 data_time: 0.0128 memory: 7119 loss: 0.5995 loss_cls: 0.2257 loss_bbox: 0.3738 2022/11/14 03:58:06 - mmengine - INFO - Epoch(train) [10][8000/8541] lr: 2.5000e-04 eta: 20:11:46 time: 0.3209 data_time: 0.0128 memory: 7037 loss: 0.6471 loss_cls: 0.2475 loss_bbox: 0.3996 2022/11/14 03:58:22 - mmengine - INFO - Epoch(train) [10][8050/8541] lr: 2.5000e-04 eta: 20:11:29 time: 0.3228 data_time: 0.0128 memory: 7329 loss: 0.6009 loss_cls: 0.2162 loss_bbox: 0.3847 2022/11/14 03:58:38 - mmengine - INFO - Epoch(train) [10][8100/8541] lr: 2.5000e-04 eta: 20:11:12 time: 0.3226 data_time: 0.0136 memory: 7010 loss: 0.5958 loss_cls: 0.2124 loss_bbox: 0.3834 2022/11/14 03:58:48 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 03:58:55 - mmengine - INFO - Epoch(train) [10][8150/8541] lr: 2.5000e-04 eta: 20:10:55 time: 0.3230 data_time: 0.0125 memory: 7184 loss: 0.6111 loss_cls: 0.2225 loss_bbox: 0.3886 2022/11/14 03:59:11 - mmengine - INFO - Epoch(train) [10][8200/8541] lr: 2.5000e-04 eta: 20:10:39 time: 0.3239 data_time: 0.0135 memory: 8294 loss: 0.5929 loss_cls: 0.2092 loss_bbox: 0.3837 2022/11/14 03:59:27 - mmengine - INFO - Epoch(train) [10][8250/8541] lr: 2.5000e-04 eta: 20:10:21 time: 0.3193 data_time: 0.0137 memory: 7608 loss: 0.5937 loss_cls: 0.2185 loss_bbox: 0.3751 2022/11/14 03:59:43 - mmengine - INFO - Epoch(train) [10][8300/8541] lr: 2.5000e-04 eta: 20:10:05 time: 0.3266 data_time: 0.0164 memory: 8358 loss: 0.5894 loss_cls: 0.2129 loss_bbox: 0.3766 2022/11/14 03:59:59 - mmengine - INFO - Epoch(train) [10][8350/8541] lr: 2.5000e-04 eta: 20:09:48 time: 0.3250 data_time: 0.0136 memory: 7668 loss: 0.6046 loss_cls: 0.2214 loss_bbox: 0.3832 2022/11/14 04:00:16 - mmengine - INFO - Epoch(train) [10][8400/8541] lr: 2.5000e-04 eta: 20:09:32 time: 0.3279 data_time: 0.0136 memory: 7569 loss: 0.5895 loss_cls: 0.2134 loss_bbox: 0.3761 2022/11/14 04:00:32 - mmengine - INFO - Epoch(train) [10][8450/8541] lr: 2.5000e-04 eta: 20:09:15 time: 0.3225 data_time: 0.0134 memory: 7297 loss: 0.5897 loss_cls: 0.2109 loss_bbox: 0.3787 2022/11/14 04:00:48 - mmengine - INFO - Epoch(train) [10][8500/8541] lr: 2.5000e-04 eta: 20:08:58 time: 0.3161 data_time: 0.0135 memory: 7195 loss: 0.6104 loss_cls: 0.2244 loss_bbox: 0.3860 2022/11/14 04:01:01 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 04:01:18 - mmengine - INFO - Epoch(train) [11][50/8541] lr: 2.5000e-04 eta: 20:08:30 time: 0.3499 data_time: 0.0279 memory: 8746 loss: 0.6184 loss_cls: 0.2254 loss_bbox: 0.3930 2022/11/14 04:01:35 - mmengine - INFO - Epoch(train) [11][100/8541] lr: 2.5000e-04 eta: 20:08:14 time: 0.3304 data_time: 0.0128 memory: 7767 loss: 0.5644 loss_cls: 0.1877 loss_bbox: 0.3767 2022/11/14 04:01:51 - mmengine - INFO - Epoch(train) [11][150/8541] lr: 2.5000e-04 eta: 20:07:58 time: 0.3267 data_time: 0.0126 memory: 9580 loss: 0.5637 loss_cls: 0.1920 loss_bbox: 0.3718 2022/11/14 04:02:07 - mmengine - INFO - Epoch(train) [11][200/8541] lr: 2.5000e-04 eta: 20:07:41 time: 0.3185 data_time: 0.0128 memory: 7212 loss: 0.6096 loss_cls: 0.2153 loss_bbox: 0.3943 2022/11/14 04:02:24 - mmengine - INFO - Epoch(train) [11][250/8541] lr: 2.5000e-04 eta: 20:07:24 time: 0.3266 data_time: 0.0136 memory: 7210 loss: 0.6103 loss_cls: 0.2188 loss_bbox: 0.3915 2022/11/14 04:02:40 - mmengine - INFO - Epoch(train) [11][300/8541] lr: 2.5000e-04 eta: 20:07:08 time: 0.3305 data_time: 0.0129 memory: 7178 loss: 0.6213 loss_cls: 0.2297 loss_bbox: 0.3916 2022/11/14 04:02:56 - mmengine - INFO - Epoch(train) [11][350/8541] lr: 2.5000e-04 eta: 20:06:51 time: 0.3190 data_time: 0.0134 memory: 6870 loss: 0.5822 loss_cls: 0.2075 loss_bbox: 0.3748 2022/11/14 04:03:12 - mmengine - INFO - Epoch(train) [11][400/8541] lr: 2.5000e-04 eta: 20:06:34 time: 0.3239 data_time: 0.0131 memory: 7954 loss: 0.5822 loss_cls: 0.2046 loss_bbox: 0.3776 2022/11/14 04:03:29 - mmengine - INFO - Epoch(train) [11][450/8541] lr: 2.5000e-04 eta: 20:06:18 time: 0.3241 data_time: 0.0129 memory: 8336 loss: 0.5834 loss_cls: 0.2097 loss_bbox: 0.3737 2022/11/14 04:03:45 - mmengine - INFO - Epoch(train) [11][500/8541] lr: 2.5000e-04 eta: 20:06:02 time: 0.3306 data_time: 0.0131 memory: 7062 loss: 0.5655 loss_cls: 0.1945 loss_bbox: 0.3711 2022/11/14 04:04:01 - mmengine - INFO - Epoch(train) [11][550/8541] lr: 2.5000e-04 eta: 20:05:46 time: 0.3266 data_time: 0.0130 memory: 7845 loss: 0.5921 loss_cls: 0.2197 loss_bbox: 0.3724 2022/11/14 04:04:14 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 04:04:17 - mmengine - INFO - Epoch(train) [11][600/8541] lr: 2.5000e-04 eta: 20:05:28 time: 0.3196 data_time: 0.0126 memory: 8020 loss: 0.5983 loss_cls: 0.2182 loss_bbox: 0.3802 2022/11/14 04:04:34 - mmengine - INFO - Epoch(train) [11][650/8541] lr: 2.5000e-04 eta: 20:05:11 time: 0.3211 data_time: 0.0126 memory: 6884 loss: 0.6113 loss_cls: 0.2290 loss_bbox: 0.3823 2022/11/14 04:04:50 - mmengine - INFO - Epoch(train) [11][700/8541] lr: 2.5000e-04 eta: 20:04:55 time: 0.3293 data_time: 0.0131 memory: 7806 loss: 0.6014 loss_cls: 0.2144 loss_bbox: 0.3870 2022/11/14 04:05:06 - mmengine - INFO - Epoch(train) [11][750/8541] lr: 2.5000e-04 eta: 20:04:38 time: 0.3185 data_time: 0.0134 memory: 7331 loss: 0.5936 loss_cls: 0.2168 loss_bbox: 0.3768 2022/11/14 04:05:22 - mmengine - INFO - Epoch(train) [11][800/8541] lr: 2.5000e-04 eta: 20:04:20 time: 0.3171 data_time: 0.0136 memory: 7153 loss: 0.6256 loss_cls: 0.2462 loss_bbox: 0.3794 2022/11/14 04:05:38 - mmengine - INFO - Epoch(train) [11][850/8541] lr: 2.5000e-04 eta: 20:04:04 time: 0.3288 data_time: 0.0134 memory: 8753 loss: 0.6205 loss_cls: 0.2260 loss_bbox: 0.3945 2022/11/14 04:05:54 - mmengine - INFO - Epoch(train) [11][900/8541] lr: 2.5000e-04 eta: 20:03:47 time: 0.3192 data_time: 0.0134 memory: 7389 loss: 0.6055 loss_cls: 0.2191 loss_bbox: 0.3863 2022/11/14 04:06:11 - mmengine - INFO - Epoch(train) [11][950/8541] lr: 2.5000e-04 eta: 20:03:31 time: 0.3255 data_time: 0.0130 memory: 7149 loss: 0.6119 loss_cls: 0.2301 loss_bbox: 0.3818 2022/11/14 04:06:27 - mmengine - INFO - Epoch(train) [11][1000/8541] lr: 2.5000e-04 eta: 20:03:15 time: 0.3296 data_time: 0.0127 memory: 7658 loss: 0.6017 loss_cls: 0.2202 loss_bbox: 0.3815 2022/11/14 04:06:43 - mmengine - INFO - Epoch(train) [11][1050/8541] lr: 2.5000e-04 eta: 20:02:58 time: 0.3205 data_time: 0.0133 memory: 7077 loss: 0.5849 loss_cls: 0.2100 loss_bbox: 0.3750 2022/11/14 04:06:59 - mmengine - INFO - Epoch(train) [11][1100/8541] lr: 2.5000e-04 eta: 20:02:40 time: 0.3185 data_time: 0.0135 memory: 7641 loss: 0.6172 loss_cls: 0.2316 loss_bbox: 0.3856 2022/11/14 04:07:15 - mmengine - INFO - Epoch(train) [11][1150/8541] lr: 2.5000e-04 eta: 20:02:24 time: 0.3255 data_time: 0.0135 memory: 7495 loss: 0.6065 loss_cls: 0.2178 loss_bbox: 0.3887 2022/11/14 04:07:32 - mmengine - INFO - Epoch(train) [11][1200/8541] lr: 2.5000e-04 eta: 20:02:07 time: 0.3262 data_time: 0.0135 memory: 7518 loss: 0.5902 loss_cls: 0.2092 loss_bbox: 0.3809 2022/11/14 04:07:48 - mmengine - INFO - Epoch(train) [11][1250/8541] lr: 2.5000e-04 eta: 20:01:51 time: 0.3236 data_time: 0.0125 memory: 8081 loss: 0.5862 loss_cls: 0.1994 loss_bbox: 0.3868 2022/11/14 04:08:04 - mmengine - INFO - Epoch(train) [11][1300/8541] lr: 2.5000e-04 eta: 20:01:33 time: 0.3197 data_time: 0.0125 memory: 7021 loss: 0.5675 loss_cls: 0.2043 loss_bbox: 0.3632 2022/11/14 04:08:20 - mmengine - INFO - Epoch(train) [11][1350/8541] lr: 2.5000e-04 eta: 20:01:17 time: 0.3238 data_time: 0.0132 memory: 7654 loss: 0.6255 loss_cls: 0.2313 loss_bbox: 0.3942 2022/11/14 04:08:36 - mmengine - INFO - Epoch(train) [11][1400/8541] lr: 2.5000e-04 eta: 20:01:00 time: 0.3218 data_time: 0.0130 memory: 7368 loss: 0.6234 loss_cls: 0.2270 loss_bbox: 0.3964 2022/11/14 04:08:53 - mmengine - INFO - Epoch(train) [11][1450/8541] lr: 2.5000e-04 eta: 20:00:44 time: 0.3280 data_time: 0.0133 memory: 7618 loss: 0.6108 loss_cls: 0.2232 loss_bbox: 0.3877 2022/11/14 04:09:09 - mmengine - INFO - Epoch(train) [11][1500/8541] lr: 2.5000e-04 eta: 20:00:28 time: 0.3318 data_time: 0.0127 memory: 7632 loss: 0.5935 loss_cls: 0.2022 loss_bbox: 0.3913 2022/11/14 04:09:26 - mmengine - INFO - Epoch(train) [11][1550/8541] lr: 2.5000e-04 eta: 20:00:12 time: 0.3252 data_time: 0.0132 memory: 7795 loss: 0.6040 loss_cls: 0.2178 loss_bbox: 0.3861 2022/11/14 04:09:39 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 04:09:42 - mmengine - INFO - Epoch(train) [11][1600/8541] lr: 2.5000e-04 eta: 19:59:55 time: 0.3257 data_time: 0.0125 memory: 7154 loss: 0.5821 loss_cls: 0.2046 loss_bbox: 0.3775 2022/11/14 04:09:58 - mmengine - INFO - Epoch(train) [11][1650/8541] lr: 2.5000e-04 eta: 19:59:39 time: 0.3264 data_time: 0.0126 memory: 8442 loss: 0.5795 loss_cls: 0.2099 loss_bbox: 0.3695 2022/11/14 04:10:15 - mmengine - INFO - Epoch(train) [11][1700/8541] lr: 2.5000e-04 eta: 19:59:22 time: 0.3253 data_time: 0.0130 memory: 7691 loss: 0.5962 loss_cls: 0.2128 loss_bbox: 0.3834 2022/11/14 04:10:31 - mmengine - INFO - Epoch(train) [11][1750/8541] lr: 2.5000e-04 eta: 19:59:06 time: 0.3268 data_time: 0.0130 memory: 7132 loss: 0.5908 loss_cls: 0.2061 loss_bbox: 0.3847 2022/11/14 04:10:47 - mmengine - INFO - Epoch(train) [11][1800/8541] lr: 2.5000e-04 eta: 19:58:49 time: 0.3178 data_time: 0.0129 memory: 6837 loss: 0.5599 loss_cls: 0.1955 loss_bbox: 0.3644 2022/11/14 04:11:03 - mmengine - INFO - Epoch(train) [11][1850/8541] lr: 2.5000e-04 eta: 19:58:32 time: 0.3260 data_time: 0.0130 memory: 7537 loss: 0.6004 loss_cls: 0.2091 loss_bbox: 0.3912 2022/11/14 04:11:19 - mmengine - INFO - Epoch(train) [11][1900/8541] lr: 2.5000e-04 eta: 19:58:16 time: 0.3255 data_time: 0.0130 memory: 6990 loss: 0.6060 loss_cls: 0.2257 loss_bbox: 0.3803 2022/11/14 04:11:37 - mmengine - INFO - Epoch(train) [11][1950/8541] lr: 2.5000e-04 eta: 19:58:01 time: 0.3422 data_time: 0.0131 memory: 8305 loss: 0.5869 loss_cls: 0.2047 loss_bbox: 0.3822 2022/11/14 04:11:53 - mmengine - INFO - Epoch(train) [11][2000/8541] lr: 2.5000e-04 eta: 19:57:45 time: 0.3259 data_time: 0.0135 memory: 6890 loss: 0.6088 loss_cls: 0.2279 loss_bbox: 0.3809 2022/11/14 04:12:09 - mmengine - INFO - Epoch(train) [11][2050/8541] lr: 2.5000e-04 eta: 19:57:28 time: 0.3185 data_time: 0.0124 memory: 7007 loss: 0.5930 loss_cls: 0.2203 loss_bbox: 0.3727 2022/11/14 04:12:25 - mmengine - INFO - Epoch(train) [11][2100/8541] lr: 2.5000e-04 eta: 19:57:12 time: 0.3301 data_time: 0.0131 memory: 8528 loss: 0.6030 loss_cls: 0.2142 loss_bbox: 0.3888 2022/11/14 04:12:41 - mmengine - INFO - Epoch(train) [11][2150/8541] lr: 2.5000e-04 eta: 19:56:54 time: 0.3168 data_time: 0.0139 memory: 8344 loss: 0.6102 loss_cls: 0.2325 loss_bbox: 0.3777 2022/11/14 04:12:57 - mmengine - INFO - Epoch(train) [11][2200/8541] lr: 2.5000e-04 eta: 19:56:37 time: 0.3213 data_time: 0.0131 memory: 7766 loss: 0.6067 loss_cls: 0.2289 loss_bbox: 0.3777 2022/11/14 04:13:14 - mmengine - INFO - Epoch(train) [11][2250/8541] lr: 2.5000e-04 eta: 19:56:21 time: 0.3241 data_time: 0.0128 memory: 7411 loss: 0.5759 loss_cls: 0.2016 loss_bbox: 0.3743 2022/11/14 04:13:30 - mmengine - INFO - Epoch(train) [11][2300/8541] lr: 2.5000e-04 eta: 19:56:04 time: 0.3217 data_time: 0.0130 memory: 7009 loss: 0.6076 loss_cls: 0.2310 loss_bbox: 0.3766 2022/11/14 04:13:46 - mmengine - INFO - Epoch(train) [11][2350/8541] lr: 2.5000e-04 eta: 19:55:48 time: 0.3309 data_time: 0.0136 memory: 7565 loss: 0.5812 loss_cls: 0.2119 loss_bbox: 0.3693 2022/11/14 04:14:02 - mmengine - INFO - Epoch(train) [11][2400/8541] lr: 2.5000e-04 eta: 19:55:31 time: 0.3231 data_time: 0.0124 memory: 7804 loss: 0.5908 loss_cls: 0.2168 loss_bbox: 0.3740 2022/11/14 04:14:19 - mmengine - INFO - Epoch(train) [11][2450/8541] lr: 2.5000e-04 eta: 19:55:15 time: 0.3270 data_time: 0.0128 memory: 8532 loss: 0.5662 loss_cls: 0.1995 loss_bbox: 0.3667 2022/11/14 04:14:35 - mmengine - INFO - Epoch(train) [11][2500/8541] lr: 2.5000e-04 eta: 19:54:57 time: 0.3184 data_time: 0.0135 memory: 7142 loss: 0.5995 loss_cls: 0.2210 loss_bbox: 0.3785 2022/11/14 04:14:51 - mmengine - INFO - Epoch(train) [11][2550/8541] lr: 2.5000e-04 eta: 19:54:40 time: 0.3203 data_time: 0.0135 memory: 8292 loss: 0.5931 loss_cls: 0.2066 loss_bbox: 0.3864 2022/11/14 04:15:04 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 04:15:07 - mmengine - INFO - Epoch(train) [11][2600/8541] lr: 2.5000e-04 eta: 19:54:24 time: 0.3242 data_time: 0.0132 memory: 7276 loss: 0.5852 loss_cls: 0.2098 loss_bbox: 0.3754 2022/11/14 04:15:23 - mmengine - INFO - Epoch(train) [11][2650/8541] lr: 2.5000e-04 eta: 19:54:07 time: 0.3241 data_time: 0.0128 memory: 6969 loss: 0.5925 loss_cls: 0.2164 loss_bbox: 0.3762 2022/11/14 04:15:40 - mmengine - INFO - Epoch(train) [11][2700/8541] lr: 2.5000e-04 eta: 19:53:51 time: 0.3243 data_time: 0.0131 memory: 7490 loss: 0.5723 loss_cls: 0.1980 loss_bbox: 0.3743 2022/11/14 04:15:56 - mmengine - INFO - Epoch(train) [11][2750/8541] lr: 2.5000e-04 eta: 19:53:35 time: 0.3299 data_time: 0.0127 memory: 7679 loss: 0.5808 loss_cls: 0.2079 loss_bbox: 0.3729 2022/11/14 04:16:13 - mmengine - INFO - Epoch(train) [11][2800/8541] lr: 2.5000e-04 eta: 19:53:19 time: 0.3312 data_time: 0.0129 memory: 7593 loss: 0.6070 loss_cls: 0.2160 loss_bbox: 0.3909 2022/11/14 04:16:29 - mmengine - INFO - Epoch(train) [11][2850/8541] lr: 2.5000e-04 eta: 19:53:02 time: 0.3226 data_time: 0.0128 memory: 7031 loss: 0.5890 loss_cls: 0.2067 loss_bbox: 0.3823 2022/11/14 04:16:45 - mmengine - INFO - Epoch(train) [11][2900/8541] lr: 2.5000e-04 eta: 19:52:45 time: 0.3212 data_time: 0.0127 memory: 6976 loss: 0.6296 loss_cls: 0.2402 loss_bbox: 0.3893 2022/11/14 04:17:01 - mmengine - INFO - Epoch(train) [11][2950/8541] lr: 2.5000e-04 eta: 19:52:29 time: 0.3283 data_time: 0.0130 memory: 8583 loss: 0.5937 loss_cls: 0.2097 loss_bbox: 0.3840 2022/11/14 04:17:18 - mmengine - INFO - Epoch(train) [11][3000/8541] lr: 2.5000e-04 eta: 19:52:13 time: 0.3291 data_time: 0.0128 memory: 7892 loss: 0.5596 loss_cls: 0.1883 loss_bbox: 0.3713 2022/11/14 04:17:34 - mmengine - INFO - Epoch(train) [11][3050/8541] lr: 2.5000e-04 eta: 19:51:56 time: 0.3224 data_time: 0.0128 memory: 7426 loss: 0.6129 loss_cls: 0.2188 loss_bbox: 0.3941 2022/11/14 04:17:50 - mmengine - INFO - Epoch(train) [11][3100/8541] lr: 2.5000e-04 eta: 19:51:40 time: 0.3268 data_time: 0.0125 memory: 6966 loss: 0.5911 loss_cls: 0.2058 loss_bbox: 0.3853 2022/11/14 04:18:07 - mmengine - INFO - Epoch(train) [11][3150/8541] lr: 2.5000e-04 eta: 19:51:24 time: 0.3298 data_time: 0.0130 memory: 8080 loss: 0.6070 loss_cls: 0.2242 loss_bbox: 0.3828 2022/11/14 04:18:23 - mmengine - INFO - Epoch(train) [11][3200/8541] lr: 2.5000e-04 eta: 19:51:08 time: 0.3265 data_time: 0.0127 memory: 7194 loss: 0.5868 loss_cls: 0.2129 loss_bbox: 0.3739 2022/11/14 04:18:40 - mmengine - INFO - Epoch(train) [11][3250/8541] lr: 2.5000e-04 eta: 19:50:51 time: 0.3276 data_time: 0.0133 memory: 8240 loss: 0.5942 loss_cls: 0.2104 loss_bbox: 0.3838 2022/11/14 04:18:56 - mmengine - INFO - Epoch(train) [11][3300/8541] lr: 2.5000e-04 eta: 19:50:34 time: 0.3194 data_time: 0.0128 memory: 6882 loss: 0.5539 loss_cls: 0.1975 loss_bbox: 0.3564 2022/11/14 04:19:12 - mmengine - INFO - Epoch(train) [11][3350/8541] lr: 2.5000e-04 eta: 19:50:18 time: 0.3288 data_time: 0.0128 memory: 8847 loss: 0.5963 loss_cls: 0.2189 loss_bbox: 0.3774 2022/11/14 04:19:28 - mmengine - INFO - Epoch(train) [11][3400/8541] lr: 2.5000e-04 eta: 19:50:01 time: 0.3212 data_time: 0.0133 memory: 7388 loss: 0.6105 loss_cls: 0.2256 loss_bbox: 0.3849 2022/11/14 04:19:44 - mmengine - INFO - Epoch(train) [11][3450/8541] lr: 2.5000e-04 eta: 19:49:44 time: 0.3198 data_time: 0.0135 memory: 7390 loss: 0.5839 loss_cls: 0.2099 loss_bbox: 0.3739 2022/11/14 04:20:00 - mmengine - INFO - Epoch(train) [11][3500/8541] lr: 2.5000e-04 eta: 19:49:27 time: 0.3243 data_time: 0.0125 memory: 7571 loss: 0.5709 loss_cls: 0.2046 loss_bbox: 0.3663 2022/11/14 04:20:17 - mmengine - INFO - Epoch(train) [11][3550/8541] lr: 2.5000e-04 eta: 19:49:11 time: 0.3251 data_time: 0.0128 memory: 8008 loss: 0.6081 loss_cls: 0.2203 loss_bbox: 0.3878 2022/11/14 04:20:30 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 04:20:33 - mmengine - INFO - Epoch(train) [11][3600/8541] lr: 2.5000e-04 eta: 19:48:55 time: 0.3315 data_time: 0.0128 memory: 7302 loss: 0.5860 loss_cls: 0.2051 loss_bbox: 0.3809 2022/11/14 04:20:50 - mmengine - INFO - Epoch(train) [11][3650/8541] lr: 2.5000e-04 eta: 19:48:39 time: 0.3251 data_time: 0.0130 memory: 7781 loss: 0.5935 loss_cls: 0.2196 loss_bbox: 0.3739 2022/11/14 04:21:06 - mmengine - INFO - Epoch(train) [11][3700/8541] lr: 2.5000e-04 eta: 19:48:22 time: 0.3269 data_time: 0.0127 memory: 7542 loss: 0.5690 loss_cls: 0.2028 loss_bbox: 0.3663 2022/11/14 04:21:22 - mmengine - INFO - Epoch(train) [11][3750/8541] lr: 2.5000e-04 eta: 19:48:06 time: 0.3245 data_time: 0.0123 memory: 8185 loss: 0.5995 loss_cls: 0.2214 loss_bbox: 0.3781 2022/11/14 04:21:39 - mmengine - INFO - Epoch(train) [11][3800/8541] lr: 2.5000e-04 eta: 19:47:50 time: 0.3282 data_time: 0.0128 memory: 7933 loss: 0.6114 loss_cls: 0.2187 loss_bbox: 0.3927 2022/11/14 04:21:55 - mmengine - INFO - Epoch(train) [11][3850/8541] lr: 2.5000e-04 eta: 19:47:33 time: 0.3228 data_time: 0.0128 memory: 7056 loss: 0.5762 loss_cls: 0.2061 loss_bbox: 0.3700 2022/11/14 04:22:11 - mmengine - INFO - Epoch(train) [11][3900/8541] lr: 2.5000e-04 eta: 19:47:16 time: 0.3237 data_time: 0.0130 memory: 7608 loss: 0.6146 loss_cls: 0.2270 loss_bbox: 0.3876 2022/11/14 04:22:28 - mmengine - INFO - Epoch(train) [11][3950/8541] lr: 2.5000e-04 eta: 19:47:01 time: 0.3352 data_time: 0.0126 memory: 8023 loss: 0.5996 loss_cls: 0.2188 loss_bbox: 0.3808 2022/11/14 04:22:44 - mmengine - INFO - Epoch(train) [11][4000/8541] lr: 2.5000e-04 eta: 19:46:44 time: 0.3218 data_time: 0.0127 memory: 7051 loss: 0.5628 loss_cls: 0.1999 loss_bbox: 0.3629 2022/11/14 04:23:00 - mmengine - INFO - Epoch(train) [11][4050/8541] lr: 2.5000e-04 eta: 19:46:28 time: 0.3257 data_time: 0.0125 memory: 7397 loss: 0.6127 loss_cls: 0.2259 loss_bbox: 0.3868 2022/11/14 04:23:17 - mmengine - INFO - Epoch(train) [11][4100/8541] lr: 2.5000e-04 eta: 19:46:11 time: 0.3273 data_time: 0.0125 memory: 7193 loss: 0.5934 loss_cls: 0.2175 loss_bbox: 0.3759 2022/11/14 04:23:33 - mmengine - INFO - Epoch(train) [11][4150/8541] lr: 2.5000e-04 eta: 19:45:54 time: 0.3219 data_time: 0.0129 memory: 6952 loss: 0.5960 loss_cls: 0.2133 loss_bbox: 0.3827 2022/11/14 04:23:49 - mmengine - INFO - Epoch(train) [11][4200/8541] lr: 2.5000e-04 eta: 19:45:38 time: 0.3225 data_time: 0.0125 memory: 7142 loss: 0.5907 loss_cls: 0.2125 loss_bbox: 0.3782 2022/11/14 04:24:06 - mmengine - INFO - Epoch(train) [11][4250/8541] lr: 2.5000e-04 eta: 19:45:23 time: 0.3368 data_time: 0.0130 memory: 8263 loss: 0.5744 loss_cls: 0.2016 loss_bbox: 0.3729 2022/11/14 04:24:22 - mmengine - INFO - Epoch(train) [11][4300/8541] lr: 2.5000e-04 eta: 19:45:06 time: 0.3220 data_time: 0.0133 memory: 7670 loss: 0.6135 loss_cls: 0.2336 loss_bbox: 0.3799 2022/11/14 04:24:39 - mmengine - INFO - Epoch(train) [11][4350/8541] lr: 2.5000e-04 eta: 19:44:51 time: 0.3370 data_time: 0.0130 memory: 8137 loss: 0.5895 loss_cls: 0.2004 loss_bbox: 0.3891 2022/11/14 04:24:55 - mmengine - INFO - Epoch(train) [11][4400/8541] lr: 2.5000e-04 eta: 19:44:34 time: 0.3240 data_time: 0.0127 memory: 6971 loss: 0.5830 loss_cls: 0.2133 loss_bbox: 0.3698 2022/11/14 04:25:11 - mmengine - INFO - Epoch(train) [11][4450/8541] lr: 2.5000e-04 eta: 19:44:17 time: 0.3207 data_time: 0.0124 memory: 7631 loss: 0.5920 loss_cls: 0.2150 loss_bbox: 0.3770 2022/11/14 04:25:27 - mmengine - INFO - Epoch(train) [11][4500/8541] lr: 2.5000e-04 eta: 19:43:59 time: 0.3158 data_time: 0.0128 memory: 7111 loss: 0.5984 loss_cls: 0.2207 loss_bbox: 0.3777 2022/11/14 04:25:43 - mmengine - INFO - Epoch(train) [11][4550/8541] lr: 2.5000e-04 eta: 19:43:43 time: 0.3265 data_time: 0.0126 memory: 7336 loss: 0.5847 loss_cls: 0.2181 loss_bbox: 0.3666 2022/11/14 04:25:56 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 04:25:59 - mmengine - INFO - Epoch(train) [11][4600/8541] lr: 2.5000e-04 eta: 19:43:26 time: 0.3192 data_time: 0.0130 memory: 7003 loss: 0.5895 loss_cls: 0.2116 loss_bbox: 0.3779 2022/11/14 04:26:15 - mmengine - INFO - Epoch(train) [11][4650/8541] lr: 2.5000e-04 eta: 19:43:09 time: 0.3247 data_time: 0.0131 memory: 7908 loss: 0.5888 loss_cls: 0.2149 loss_bbox: 0.3739 2022/11/14 04:26:32 - mmengine - INFO - Epoch(train) [11][4700/8541] lr: 2.5000e-04 eta: 19:42:53 time: 0.3301 data_time: 0.0129 memory: 8303 loss: 0.5890 loss_cls: 0.2202 loss_bbox: 0.3687 2022/11/14 04:26:48 - mmengine - INFO - Epoch(train) [11][4750/8541] lr: 2.5000e-04 eta: 19:42:37 time: 0.3242 data_time: 0.0127 memory: 8006 loss: 0.5859 loss_cls: 0.2101 loss_bbox: 0.3758 2022/11/14 04:27:04 - mmengine - INFO - Epoch(train) [11][4800/8541] lr: 2.5000e-04 eta: 19:42:20 time: 0.3265 data_time: 0.0125 memory: 6954 loss: 0.5686 loss_cls: 0.1974 loss_bbox: 0.3712 2022/11/14 04:27:21 - mmengine - INFO - Epoch(train) [11][4850/8541] lr: 2.5000e-04 eta: 19:42:03 time: 0.3210 data_time: 0.0127 memory: 7339 loss: 0.5870 loss_cls: 0.2120 loss_bbox: 0.3750 2022/11/14 04:27:37 - mmengine - INFO - Epoch(train) [11][4900/8541] lr: 2.5000e-04 eta: 19:41:48 time: 0.3323 data_time: 0.0128 memory: 7859 loss: 0.6028 loss_cls: 0.2123 loss_bbox: 0.3906 2022/11/14 04:27:53 - mmengine - INFO - Epoch(train) [11][4950/8541] lr: 2.5000e-04 eta: 19:41:31 time: 0.3223 data_time: 0.0128 memory: 8341 loss: 0.5939 loss_cls: 0.2165 loss_bbox: 0.3774 2022/11/14 04:28:10 - mmengine - INFO - Epoch(train) [11][5000/8541] lr: 2.5000e-04 eta: 19:41:15 time: 0.3278 data_time: 0.0130 memory: 7608 loss: 0.6061 loss_cls: 0.2119 loss_bbox: 0.3942 2022/11/14 04:28:26 - mmengine - INFO - Epoch(train) [11][5050/8541] lr: 2.5000e-04 eta: 19:40:59 time: 0.3276 data_time: 0.0128 memory: 7821 loss: 0.5872 loss_cls: 0.2152 loss_bbox: 0.3720 2022/11/14 04:28:42 - mmengine - INFO - Epoch(train) [11][5100/8541] lr: 2.5000e-04 eta: 19:40:42 time: 0.3235 data_time: 0.0127 memory: 7210 loss: 0.5788 loss_cls: 0.2097 loss_bbox: 0.3691 2022/11/14 04:28:59 - mmengine - INFO - Epoch(train) [11][5150/8541] lr: 2.5000e-04 eta: 19:40:26 time: 0.3263 data_time: 0.0127 memory: 7210 loss: 0.6067 loss_cls: 0.2297 loss_bbox: 0.3770 2022/11/14 04:29:15 - mmengine - INFO - Epoch(train) [11][5200/8541] lr: 2.5000e-04 eta: 19:40:09 time: 0.3214 data_time: 0.0134 memory: 7958 loss: 0.5912 loss_cls: 0.2113 loss_bbox: 0.3799 2022/11/14 04:29:31 - mmengine - INFO - Epoch(train) [11][5250/8541] lr: 2.5000e-04 eta: 19:39:52 time: 0.3204 data_time: 0.0129 memory: 6892 loss: 0.5973 loss_cls: 0.2175 loss_bbox: 0.3798 2022/11/14 04:29:47 - mmengine - INFO - Epoch(train) [11][5300/8541] lr: 2.5000e-04 eta: 19:39:36 time: 0.3318 data_time: 0.0129 memory: 7357 loss: 0.5897 loss_cls: 0.2057 loss_bbox: 0.3839 2022/11/14 04:30:03 - mmengine - INFO - Epoch(train) [11][5350/8541] lr: 2.5000e-04 eta: 19:39:19 time: 0.3194 data_time: 0.0126 memory: 7172 loss: 0.5897 loss_cls: 0.2201 loss_bbox: 0.3696 2022/11/14 04:30:20 - mmengine - INFO - Epoch(train) [11][5400/8541] lr: 2.5000e-04 eta: 19:39:02 time: 0.3232 data_time: 0.0130 memory: 8907 loss: 0.5823 loss_cls: 0.2033 loss_bbox: 0.3790 2022/11/14 04:30:36 - mmengine - INFO - Epoch(train) [11][5450/8541] lr: 2.5000e-04 eta: 19:38:46 time: 0.3270 data_time: 0.0131 memory: 8653 loss: 0.5804 loss_cls: 0.2061 loss_bbox: 0.3744 2022/11/14 04:30:52 - mmengine - INFO - Epoch(train) [11][5500/8541] lr: 2.5000e-04 eta: 19:38:30 time: 0.3275 data_time: 0.0133 memory: 8360 loss: 0.5803 loss_cls: 0.2047 loss_bbox: 0.3755 2022/11/14 04:31:09 - mmengine - INFO - Epoch(train) [11][5550/8541] lr: 2.5000e-04 eta: 19:38:13 time: 0.3245 data_time: 0.0127 memory: 8134 loss: 0.5707 loss_cls: 0.2007 loss_bbox: 0.3700 2022/11/14 04:31:22 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 04:31:25 - mmengine - INFO - Epoch(train) [11][5600/8541] lr: 2.5000e-04 eta: 19:37:57 time: 0.3291 data_time: 0.0130 memory: 8746 loss: 0.6030 loss_cls: 0.2190 loss_bbox: 0.3840 2022/11/14 04:31:41 - mmengine - INFO - Epoch(train) [11][5650/8541] lr: 2.5000e-04 eta: 19:37:41 time: 0.3265 data_time: 0.0131 memory: 8462 loss: 0.6294 loss_cls: 0.2351 loss_bbox: 0.3943 2022/11/14 04:31:58 - mmengine - INFO - Epoch(train) [11][5700/8541] lr: 2.5000e-04 eta: 19:37:24 time: 0.3242 data_time: 0.0127 memory: 7819 loss: 0.6105 loss_cls: 0.2173 loss_bbox: 0.3932 2022/11/14 04:32:14 - mmengine - INFO - Epoch(train) [11][5750/8541] lr: 2.5000e-04 eta: 19:37:07 time: 0.3243 data_time: 0.0127 memory: 7224 loss: 0.5760 loss_cls: 0.2052 loss_bbox: 0.3708 2022/11/14 04:32:30 - mmengine - INFO - Epoch(train) [11][5800/8541] lr: 2.5000e-04 eta: 19:36:51 time: 0.3292 data_time: 0.0134 memory: 8735 loss: 0.6048 loss_cls: 0.2199 loss_bbox: 0.3849 2022/11/14 04:32:47 - mmengine - INFO - Epoch(train) [11][5850/8541] lr: 2.5000e-04 eta: 19:36:35 time: 0.3250 data_time: 0.0131 memory: 7990 loss: 0.5884 loss_cls: 0.2087 loss_bbox: 0.3798 2022/11/14 04:33:03 - mmengine - INFO - Epoch(train) [11][5900/8541] lr: 2.5000e-04 eta: 19:36:19 time: 0.3257 data_time: 0.0128 memory: 7773 loss: 0.6212 loss_cls: 0.2262 loss_bbox: 0.3951 2022/11/14 04:33:19 - mmengine - INFO - Epoch(train) [11][5950/8541] lr: 2.5000e-04 eta: 19:36:02 time: 0.3219 data_time: 0.0127 memory: 7127 loss: 0.5948 loss_cls: 0.2202 loss_bbox: 0.3746 2022/11/14 04:33:36 - mmengine - INFO - Epoch(train) [11][6000/8541] lr: 2.5000e-04 eta: 19:35:46 time: 0.3286 data_time: 0.0128 memory: 7250 loss: 0.5556 loss_cls: 0.1945 loss_bbox: 0.3611 2022/11/14 04:33:52 - mmengine - INFO - Epoch(train) [11][6050/8541] lr: 2.5000e-04 eta: 19:35:29 time: 0.3244 data_time: 0.0128 memory: 7069 loss: 0.5987 loss_cls: 0.2223 loss_bbox: 0.3764 2022/11/14 04:34:08 - mmengine - INFO - Epoch(train) [11][6100/8541] lr: 2.5000e-04 eta: 19:35:12 time: 0.3221 data_time: 0.0125 memory: 7200 loss: 0.5946 loss_cls: 0.2149 loss_bbox: 0.3798 2022/11/14 04:34:24 - mmengine - INFO - Epoch(train) [11][6150/8541] lr: 2.5000e-04 eta: 19:34:55 time: 0.3237 data_time: 0.0128 memory: 7245 loss: 0.5882 loss_cls: 0.2108 loss_bbox: 0.3773 2022/11/14 04:34:40 - mmengine - INFO - Epoch(train) [11][6200/8541] lr: 2.5000e-04 eta: 19:34:38 time: 0.3199 data_time: 0.0129 memory: 6877 loss: 0.5935 loss_cls: 0.2111 loss_bbox: 0.3824 2022/11/14 04:34:57 - mmengine - INFO - Epoch(train) [11][6250/8541] lr: 2.5000e-04 eta: 19:34:22 time: 0.3264 data_time: 0.0130 memory: 9085 loss: 0.5887 loss_cls: 0.2084 loss_bbox: 0.3803 2022/11/14 04:35:13 - mmengine - INFO - Epoch(train) [11][6300/8541] lr: 2.5000e-04 eta: 19:34:06 time: 0.3326 data_time: 0.0126 memory: 7425 loss: 0.6001 loss_cls: 0.2127 loss_bbox: 0.3874 2022/11/14 04:35:30 - mmengine - INFO - Epoch(train) [11][6350/8541] lr: 2.5000e-04 eta: 19:33:51 time: 0.3357 data_time: 0.0127 memory: 8691 loss: 0.5980 loss_cls: 0.2121 loss_bbox: 0.3858 2022/11/14 04:35:46 - mmengine - INFO - Epoch(train) [11][6400/8541] lr: 2.5000e-04 eta: 19:33:35 time: 0.3275 data_time: 0.0128 memory: 7344 loss: 0.5664 loss_cls: 0.1992 loss_bbox: 0.3672 2022/11/14 04:36:03 - mmengine - INFO - Epoch(train) [11][6450/8541] lr: 2.5000e-04 eta: 19:33:18 time: 0.3224 data_time: 0.0129 memory: 7211 loss: 0.5472 loss_cls: 0.1950 loss_bbox: 0.3521 2022/11/14 04:36:19 - mmengine - INFO - Epoch(train) [11][6500/8541] lr: 2.5000e-04 eta: 19:33:02 time: 0.3251 data_time: 0.0133 memory: 7908 loss: 0.6064 loss_cls: 0.2219 loss_bbox: 0.3844 2022/11/14 04:36:35 - mmengine - INFO - Epoch(train) [11][6550/8541] lr: 2.5000e-04 eta: 19:32:45 time: 0.3232 data_time: 0.0129 memory: 7170 loss: 0.6236 loss_cls: 0.2345 loss_bbox: 0.3891 2022/11/14 04:36:48 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 04:36:51 - mmengine - INFO - Epoch(train) [11][6600/8541] lr: 2.5000e-04 eta: 19:32:29 time: 0.3272 data_time: 0.0130 memory: 7516 loss: 0.6362 loss_cls: 0.2420 loss_bbox: 0.3942 2022/11/14 04:37:08 - mmengine - INFO - Epoch(train) [11][6650/8541] lr: 2.5000e-04 eta: 19:32:12 time: 0.3245 data_time: 0.0129 memory: 6914 loss: 0.6009 loss_cls: 0.2131 loss_bbox: 0.3878 2022/11/14 04:37:24 - mmengine - INFO - Epoch(train) [11][6700/8541] lr: 2.5000e-04 eta: 19:31:56 time: 0.3257 data_time: 0.0130 memory: 8380 loss: 0.6208 loss_cls: 0.2380 loss_bbox: 0.3828 2022/11/14 04:37:40 - mmengine - INFO - Epoch(train) [11][6750/8541] lr: 2.5000e-04 eta: 19:31:39 time: 0.3229 data_time: 0.0130 memory: 7800 loss: 0.5928 loss_cls: 0.2188 loss_bbox: 0.3740 2022/11/14 04:37:56 - mmengine - INFO - Epoch(train) [11][6800/8541] lr: 2.5000e-04 eta: 19:31:22 time: 0.3196 data_time: 0.0134 memory: 7248 loss: 0.5987 loss_cls: 0.2268 loss_bbox: 0.3718 2022/11/14 04:38:13 - mmengine - INFO - Epoch(train) [11][6850/8541] lr: 2.5000e-04 eta: 19:31:06 time: 0.3285 data_time: 0.0129 memory: 7455 loss: 0.6071 loss_cls: 0.2286 loss_bbox: 0.3785 2022/11/14 04:38:29 - mmengine - INFO - Epoch(train) [11][6900/8541] lr: 2.5000e-04 eta: 19:30:49 time: 0.3243 data_time: 0.0126 memory: 7280 loss: 0.5781 loss_cls: 0.2067 loss_bbox: 0.3715 2022/11/14 04:38:45 - mmengine - INFO - Epoch(train) [11][6950/8541] lr: 2.5000e-04 eta: 19:30:33 time: 0.3265 data_time: 0.0126 memory: 8363 loss: 0.5928 loss_cls: 0.2054 loss_bbox: 0.3875 2022/11/14 04:39:01 - mmengine - INFO - Epoch(train) [11][7000/8541] lr: 2.5000e-04 eta: 19:30:16 time: 0.3210 data_time: 0.0129 memory: 7270 loss: 0.6043 loss_cls: 0.2183 loss_bbox: 0.3861 2022/11/14 04:39:18 - mmengine - INFO - Epoch(train) [11][7050/8541] lr: 2.5000e-04 eta: 19:29:59 time: 0.3243 data_time: 0.0129 memory: 7836 loss: 0.5873 loss_cls: 0.2074 loss_bbox: 0.3798 2022/11/14 04:39:34 - mmengine - INFO - Epoch(train) [11][7100/8541] lr: 2.5000e-04 eta: 19:29:44 time: 0.3322 data_time: 0.0128 memory: 7870 loss: 0.5737 loss_cls: 0.2018 loss_bbox: 0.3718 2022/11/14 04:39:51 - mmengine - INFO - Epoch(train) [11][7150/8541] lr: 2.5000e-04 eta: 19:29:27 time: 0.3268 data_time: 0.0129 memory: 8029 loss: 0.5817 loss_cls: 0.2030 loss_bbox: 0.3787 2022/11/14 04:40:07 - mmengine - INFO - Epoch(train) [11][7200/8541] lr: 2.5000e-04 eta: 19:29:12 time: 0.3321 data_time: 0.0127 memory: 7950 loss: 0.5698 loss_cls: 0.2022 loss_bbox: 0.3676 2022/11/14 04:40:23 - mmengine - INFO - Epoch(train) [11][7250/8541] lr: 2.5000e-04 eta: 19:28:55 time: 0.3266 data_time: 0.0128 memory: 7415 loss: 0.5772 loss_cls: 0.2068 loss_bbox: 0.3704 2022/11/14 04:40:40 - mmengine - INFO - Epoch(train) [11][7300/8541] lr: 2.5000e-04 eta: 19:28:39 time: 0.3240 data_time: 0.0126 memory: 7283 loss: 0.5816 loss_cls: 0.2036 loss_bbox: 0.3780 2022/11/14 04:40:56 - mmengine - INFO - Epoch(train) [11][7350/8541] lr: 2.5000e-04 eta: 19:28:22 time: 0.3195 data_time: 0.0127 memory: 7018 loss: 0.5946 loss_cls: 0.2161 loss_bbox: 0.3785 2022/11/14 04:41:12 - mmengine - INFO - Epoch(train) [11][7400/8541] lr: 2.5000e-04 eta: 19:28:06 time: 0.3304 data_time: 0.0133 memory: 7810 loss: 0.5926 loss_cls: 0.2103 loss_bbox: 0.3823 2022/11/14 04:41:28 - mmengine - INFO - Epoch(train) [11][7450/8541] lr: 2.5000e-04 eta: 19:27:49 time: 0.3196 data_time: 0.0133 memory: 6988 loss: 0.5913 loss_cls: 0.2149 loss_bbox: 0.3765 2022/11/14 04:41:45 - mmengine - INFO - Epoch(train) [11][7500/8541] lr: 2.5000e-04 eta: 19:27:33 time: 0.3352 data_time: 0.0132 memory: 10537 loss: 0.6102 loss_cls: 0.2195 loss_bbox: 0.3907 2022/11/14 04:42:01 - mmengine - INFO - Epoch(train) [11][7550/8541] lr: 2.5000e-04 eta: 19:27:16 time: 0.3188 data_time: 0.0133 memory: 7036 loss: 0.5991 loss_cls: 0.2252 loss_bbox: 0.3739 2022/11/14 04:42:14 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 04:42:17 - mmengine - INFO - Epoch(train) [11][7600/8541] lr: 2.5000e-04 eta: 19:26:59 time: 0.3230 data_time: 0.0132 memory: 7257 loss: 0.5838 loss_cls: 0.2099 loss_bbox: 0.3739 2022/11/14 04:42:33 - mmengine - INFO - Epoch(train) [11][7650/8541] lr: 2.5000e-04 eta: 19:26:42 time: 0.3205 data_time: 0.0131 memory: 7202 loss: 0.6034 loss_cls: 0.2247 loss_bbox: 0.3787 2022/11/14 04:42:49 - mmengine - INFO - Epoch(train) [11][7700/8541] lr: 2.5000e-04 eta: 19:26:25 time: 0.3199 data_time: 0.0126 memory: 7073 loss: 0.5851 loss_cls: 0.2121 loss_bbox: 0.3731 2022/11/14 04:43:05 - mmengine - INFO - Epoch(train) [11][7750/8541] lr: 2.5000e-04 eta: 19:26:09 time: 0.3225 data_time: 0.0127 memory: 7575 loss: 0.5636 loss_cls: 0.2028 loss_bbox: 0.3608 2022/11/14 04:43:22 - mmengine - INFO - Epoch(train) [11][7800/8541] lr: 2.5000e-04 eta: 19:25:52 time: 0.3242 data_time: 0.0130 memory: 7095 loss: 0.6018 loss_cls: 0.2242 loss_bbox: 0.3776 2022/11/14 04:43:38 - mmengine - INFO - Epoch(train) [11][7850/8541] lr: 2.5000e-04 eta: 19:25:36 time: 0.3293 data_time: 0.0133 memory: 8270 loss: 0.5592 loss_cls: 0.1939 loss_bbox: 0.3654 2022/11/14 04:43:54 - mmengine - INFO - Epoch(train) [11][7900/8541] lr: 2.5000e-04 eta: 19:25:19 time: 0.3216 data_time: 0.0133 memory: 7419 loss: 0.6132 loss_cls: 0.2273 loss_bbox: 0.3859 2022/11/14 04:44:11 - mmengine - INFO - Epoch(train) [11][7950/8541] lr: 2.5000e-04 eta: 19:25:03 time: 0.3265 data_time: 0.0138 memory: 7476 loss: 0.5689 loss_cls: 0.1959 loss_bbox: 0.3730 2022/11/14 04:44:27 - mmengine - INFO - Epoch(train) [11][8000/8541] lr: 2.5000e-04 eta: 19:24:46 time: 0.3238 data_time: 0.0125 memory: 8281 loss: 0.5775 loss_cls: 0.2044 loss_bbox: 0.3730 2022/11/14 04:44:43 - mmengine - INFO - Epoch(train) [11][8050/8541] lr: 2.5000e-04 eta: 19:24:29 time: 0.3219 data_time: 0.0125 memory: 7300 loss: 0.6307 loss_cls: 0.2329 loss_bbox: 0.3977 2022/11/14 04:44:59 - mmengine - INFO - Epoch(train) [11][8100/8541] lr: 2.5000e-04 eta: 19:24:12 time: 0.3201 data_time: 0.0130 memory: 7195 loss: 0.7844 loss_cls: 0.3177 loss_bbox: 0.4667 2022/11/14 04:45:15 - mmengine - INFO - Epoch(train) [11][8150/8541] lr: 2.5000e-04 eta: 19:23:56 time: 0.3280 data_time: 0.0127 memory: 7306 loss: 0.6891 loss_cls: 0.2643 loss_bbox: 0.4249 2022/11/14 04:45:32 - mmengine - INFO - Epoch(train) [11][8200/8541] lr: 2.5000e-04 eta: 19:23:40 time: 0.3243 data_time: 0.0124 memory: 7202 loss: 0.6634 loss_cls: 0.2492 loss_bbox: 0.4143 2022/11/14 04:45:49 - mmengine - INFO - Epoch(train) [11][8250/8541] lr: 2.5000e-04 eta: 19:23:25 time: 0.3395 data_time: 0.0129 memory: 7643 loss: 0.6697 loss_cls: 0.2403 loss_bbox: 0.4295 2022/11/14 04:46:05 - mmengine - INFO - Epoch(train) [11][8300/8541] lr: 2.5000e-04 eta: 19:23:09 time: 0.3283 data_time: 0.0127 memory: 9052 loss: 0.6326 loss_cls: 0.2350 loss_bbox: 0.3976 2022/11/14 04:46:21 - mmengine - INFO - Epoch(train) [11][8350/8541] lr: 2.5000e-04 eta: 19:22:52 time: 0.3261 data_time: 0.0127 memory: 7947 loss: 0.6398 loss_cls: 0.2328 loss_bbox: 0.4070 2022/11/14 04:46:38 - mmengine - INFO - Epoch(train) [11][8400/8541] lr: 2.5000e-04 eta: 19:22:36 time: 0.3268 data_time: 0.0130 memory: 7309 loss: 0.6362 loss_cls: 0.2369 loss_bbox: 0.3993 2022/11/14 04:46:54 - mmengine - INFO - Epoch(train) [11][8450/8541] lr: 2.5000e-04 eta: 19:22:19 time: 0.3235 data_time: 0.0127 memory: 7912 loss: 0.6347 loss_cls: 0.2370 loss_bbox: 0.3976 2022/11/14 04:47:11 - mmengine - INFO - Epoch(train) [11][8500/8541] lr: 2.5000e-04 eta: 19:22:04 time: 0.3335 data_time: 0.0132 memory: 8413 loss: 0.6206 loss_cls: 0.2334 loss_bbox: 0.3872 2022/11/14 04:47:24 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 04:47:41 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 04:47:41 - mmengine - INFO - Epoch(train) [12][50/8541] lr: 2.5000e-04 eta: 19:21:36 time: 0.3424 data_time: 0.0271 memory: 7641 loss: 0.6215 loss_cls: 0.2365 loss_bbox: 0.3851 2022/11/14 04:47:58 - mmengine - INFO - Epoch(train) [12][100/8541] lr: 2.5000e-04 eta: 19:21:20 time: 0.3316 data_time: 0.0131 memory: 8717 loss: 0.6156 loss_cls: 0.2172 loss_bbox: 0.3984 2022/11/14 04:48:14 - mmengine - INFO - Epoch(train) [12][150/8541] lr: 2.5000e-04 eta: 19:21:03 time: 0.3234 data_time: 0.0127 memory: 7147 loss: 0.5867 loss_cls: 0.2098 loss_bbox: 0.3769 2022/11/14 04:48:30 - mmengine - INFO - Epoch(train) [12][200/8541] lr: 2.5000e-04 eta: 19:20:47 time: 0.3287 data_time: 0.0129 memory: 7643 loss: 0.6248 loss_cls: 0.2290 loss_bbox: 0.3958 2022/11/14 04:48:47 - mmengine - INFO - Epoch(train) [12][250/8541] lr: 2.5000e-04 eta: 19:20:32 time: 0.3332 data_time: 0.0126 memory: 8920 loss: 0.6536 loss_cls: 0.2474 loss_bbox: 0.4062 2022/11/14 04:49:03 - mmengine - INFO - Epoch(train) [12][300/8541] lr: 2.5000e-04 eta: 19:20:15 time: 0.3235 data_time: 0.0134 memory: 7905 loss: 0.6316 loss_cls: 0.2357 loss_bbox: 0.3959 2022/11/14 04:49:19 - mmengine - INFO - Epoch(train) [12][350/8541] lr: 2.5000e-04 eta: 19:19:58 time: 0.3216 data_time: 0.0137 memory: 7231 loss: 0.6101 loss_cls: 0.2229 loss_bbox: 0.3871 2022/11/14 04:49:36 - mmengine - INFO - Epoch(train) [12][400/8541] lr: 2.5000e-04 eta: 19:19:42 time: 0.3268 data_time: 0.0124 memory: 8751 loss: 0.6147 loss_cls: 0.2278 loss_bbox: 0.3868 2022/11/14 04:49:52 - mmengine - INFO - Epoch(train) [12][450/8541] lr: 2.5000e-04 eta: 19:19:25 time: 0.3249 data_time: 0.0126 memory: 6979 loss: 0.6380 loss_cls: 0.2435 loss_bbox: 0.3945 2022/11/14 04:50:09 - mmengine - INFO - Epoch(train) [12][500/8541] lr: 2.5000e-04 eta: 19:19:10 time: 0.3322 data_time: 0.0126 memory: 10542 loss: 0.6226 loss_cls: 0.2296 loss_bbox: 0.3930 2022/11/14 04:50:25 - mmengine - INFO - Epoch(train) [12][550/8541] lr: 2.5000e-04 eta: 19:18:53 time: 0.3269 data_time: 0.0126 memory: 9021 loss: 0.6101 loss_cls: 0.2320 loss_bbox: 0.3781 2022/11/14 04:50:41 - mmengine - INFO - Epoch(train) [12][600/8541] lr: 2.5000e-04 eta: 19:18:36 time: 0.3158 data_time: 0.0128 memory: 7259 loss: 0.6311 loss_cls: 0.2381 loss_bbox: 0.3930 2022/11/14 04:50:57 - mmengine - INFO - Epoch(train) [12][650/8541] lr: 2.5000e-04 eta: 19:18:19 time: 0.3265 data_time: 0.0131 memory: 9580 loss: 0.5892 loss_cls: 0.2191 loss_bbox: 0.3701 2022/11/14 04:51:13 - mmengine - INFO - Epoch(train) [12][700/8541] lr: 2.5000e-04 eta: 19:18:02 time: 0.3192 data_time: 0.0134 memory: 6885 loss: 0.6137 loss_cls: 0.2328 loss_bbox: 0.3809 2022/11/14 04:51:30 - mmengine - INFO - Epoch(train) [12][750/8541] lr: 2.5000e-04 eta: 19:17:46 time: 0.3269 data_time: 0.0131 memory: 8234 loss: 0.5800 loss_cls: 0.1995 loss_bbox: 0.3805 2022/11/14 04:51:46 - mmengine - INFO - Epoch(train) [12][800/8541] lr: 2.5000e-04 eta: 19:17:29 time: 0.3235 data_time: 0.0127 memory: 7762 loss: 0.5984 loss_cls: 0.2139 loss_bbox: 0.3845 2022/11/14 04:52:02 - mmengine - INFO - Epoch(train) [12][850/8541] lr: 2.5000e-04 eta: 19:17:13 time: 0.3288 data_time: 0.0133 memory: 7788 loss: 0.5862 loss_cls: 0.2084 loss_bbox: 0.3779 2022/11/14 04:52:19 - mmengine - INFO - Epoch(train) [12][900/8541] lr: 2.5000e-04 eta: 19:16:58 time: 0.3342 data_time: 0.0129 memory: 9049 loss: 0.5989 loss_cls: 0.2202 loss_bbox: 0.3787 2022/11/14 04:52:35 - mmengine - INFO - Epoch(train) [12][950/8541] lr: 2.5000e-04 eta: 19:16:41 time: 0.3253 data_time: 0.0129 memory: 7515 loss: 0.5891 loss_cls: 0.2153 loss_bbox: 0.3738 2022/11/14 04:52:51 - mmengine - INFO - Epoch(train) [12][1000/8541] lr: 2.5000e-04 eta: 19:16:24 time: 0.3210 data_time: 0.0131 memory: 7436 loss: 0.5894 loss_cls: 0.2128 loss_bbox: 0.3766 2022/11/14 04:53:07 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 04:53:08 - mmengine - INFO - Epoch(train) [12][1050/8541] lr: 2.5000e-04 eta: 19:16:08 time: 0.3257 data_time: 0.0128 memory: 7416 loss: 0.5753 loss_cls: 0.2114 loss_bbox: 0.3639 2022/11/14 04:53:24 - mmengine - INFO - Epoch(train) [12][1100/8541] lr: 2.5000e-04 eta: 19:15:52 time: 0.3274 data_time: 0.0126 memory: 7056 loss: 0.5854 loss_cls: 0.2115 loss_bbox: 0.3739 2022/11/14 04:53:41 - mmengine - INFO - Epoch(train) [12][1150/8541] lr: 2.5000e-04 eta: 19:15:36 time: 0.3302 data_time: 0.0127 memory: 7197 loss: 0.5840 loss_cls: 0.2064 loss_bbox: 0.3776 2022/11/14 04:53:57 - mmengine - INFO - Epoch(train) [12][1200/8541] lr: 2.5000e-04 eta: 19:15:19 time: 0.3221 data_time: 0.0126 memory: 7021 loss: 0.5760 loss_cls: 0.2053 loss_bbox: 0.3707 2022/11/14 04:54:13 - mmengine - INFO - Epoch(train) [12][1250/8541] lr: 2.5000e-04 eta: 19:15:03 time: 0.3256 data_time: 0.0131 memory: 7200 loss: 0.5819 loss_cls: 0.2143 loss_bbox: 0.3676 2022/11/14 04:54:29 - mmengine - INFO - Epoch(train) [12][1300/8541] lr: 2.5000e-04 eta: 19:14:46 time: 0.3202 data_time: 0.0130 memory: 7245 loss: 0.5679 loss_cls: 0.2083 loss_bbox: 0.3596 2022/11/14 04:54:45 - mmengine - INFO - Epoch(train) [12][1350/8541] lr: 2.5000e-04 eta: 19:14:29 time: 0.3232 data_time: 0.0127 memory: 8044 loss: 0.5950 loss_cls: 0.2193 loss_bbox: 0.3757 2022/11/14 04:55:02 - mmengine - INFO - Epoch(train) [12][1400/8541] lr: 2.5000e-04 eta: 19:14:13 time: 0.3276 data_time: 0.0128 memory: 8122 loss: 0.5713 loss_cls: 0.2005 loss_bbox: 0.3708 2022/11/14 04:55:18 - mmengine - INFO - Epoch(train) [12][1450/8541] lr: 2.5000e-04 eta: 19:13:57 time: 0.3290 data_time: 0.0126 memory: 7926 loss: 0.5885 loss_cls: 0.2162 loss_bbox: 0.3723 2022/11/14 04:55:34 - mmengine - INFO - Epoch(train) [12][1500/8541] lr: 2.5000e-04 eta: 19:13:40 time: 0.3221 data_time: 0.0125 memory: 7087 loss: 0.6499 loss_cls: 0.2636 loss_bbox: 0.3863 2022/11/14 04:55:50 - mmengine - INFO - Epoch(train) [12][1550/8541] lr: 2.5000e-04 eta: 19:13:23 time: 0.3165 data_time: 0.0126 memory: 6902 loss: 0.6093 loss_cls: 0.2390 loss_bbox: 0.3704 2022/11/14 04:56:06 - mmengine - INFO - Epoch(train) [12][1600/8541] lr: 2.5000e-04 eta: 19:13:05 time: 0.3168 data_time: 0.0126 memory: 7120 loss: 0.6163 loss_cls: 0.2384 loss_bbox: 0.3779 2022/11/14 04:56:22 - mmengine - INFO - Epoch(train) [12][1650/8541] lr: 2.5000e-04 eta: 19:12:49 time: 0.3253 data_time: 0.0128 memory: 7011 loss: 0.6084 loss_cls: 0.2264 loss_bbox: 0.3820 2022/11/14 04:56:38 - mmengine - INFO - Epoch(train) [12][1700/8541] lr: 2.5000e-04 eta: 19:12:31 time: 0.3182 data_time: 0.0131 memory: 7049 loss: 0.6177 loss_cls: 0.2249 loss_bbox: 0.3928 2022/11/14 04:56:55 - mmengine - INFO - Epoch(train) [12][1750/8541] lr: 2.5000e-04 eta: 19:12:15 time: 0.3283 data_time: 0.0131 memory: 8858 loss: 0.5738 loss_cls: 0.2068 loss_bbox: 0.3670 2022/11/14 04:57:11 - mmengine - INFO - Epoch(train) [12][1800/8541] lr: 2.5000e-04 eta: 19:11:59 time: 0.3281 data_time: 0.0130 memory: 7381 loss: 0.5751 loss_cls: 0.2067 loss_bbox: 0.3685 2022/11/14 04:57:27 - mmengine - INFO - Epoch(train) [12][1850/8541] lr: 2.5000e-04 eta: 19:11:42 time: 0.3189 data_time: 0.0131 memory: 7176 loss: 0.5642 loss_cls: 0.2014 loss_bbox: 0.3628 2022/11/14 04:57:43 - mmengine - INFO - Epoch(train) [12][1900/8541] lr: 2.5000e-04 eta: 19:11:26 time: 0.3262 data_time: 0.0132 memory: 8348 loss: 0.5838 loss_cls: 0.2042 loss_bbox: 0.3796 2022/11/14 04:58:00 - mmengine - INFO - Epoch(train) [12][1950/8541] lr: 2.5000e-04 eta: 19:11:09 time: 0.3228 data_time: 0.0132 memory: 8262 loss: 0.5834 loss_cls: 0.2141 loss_bbox: 0.3693 2022/11/14 04:58:16 - mmengine - INFO - Epoch(train) [12][2000/8541] lr: 2.5000e-04 eta: 19:10:52 time: 0.3232 data_time: 0.0134 memory: 7540 loss: 0.5797 loss_cls: 0.2063 loss_bbox: 0.3734 2022/11/14 04:58:32 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 04:58:32 - mmengine - INFO - Epoch(train) [12][2050/8541] lr: 2.5000e-04 eta: 19:10:36 time: 0.3262 data_time: 0.0129 memory: 8938 loss: 0.5726 loss_cls: 0.2033 loss_bbox: 0.3693 2022/11/14 04:58:48 - mmengine - INFO - Epoch(train) [12][2100/8541] lr: 2.5000e-04 eta: 19:10:19 time: 0.3236 data_time: 0.0130 memory: 7233 loss: 0.5937 loss_cls: 0.2240 loss_bbox: 0.3696 2022/11/14 04:59:05 - mmengine - INFO - Epoch(train) [12][2150/8541] lr: 2.5000e-04 eta: 19:10:03 time: 0.3308 data_time: 0.0123 memory: 7524 loss: 0.5807 loss_cls: 0.2037 loss_bbox: 0.3770 2022/11/14 04:59:21 - mmengine - INFO - Epoch(train) [12][2200/8541] lr: 2.5000e-04 eta: 19:09:47 time: 0.3299 data_time: 0.0129 memory: 7747 loss: 0.5904 loss_cls: 0.2187 loss_bbox: 0.3717 2022/11/14 04:59:38 - mmengine - INFO - Epoch(train) [12][2250/8541] lr: 2.5000e-04 eta: 19:09:32 time: 0.3304 data_time: 0.0126 memory: 7609 loss: 0.5922 loss_cls: 0.2171 loss_bbox: 0.3751 2022/11/14 04:59:54 - mmengine - INFO - Epoch(train) [12][2300/8541] lr: 2.5000e-04 eta: 19:09:15 time: 0.3241 data_time: 0.0127 memory: 7102 loss: 0.5789 loss_cls: 0.2085 loss_bbox: 0.3704 2022/11/14 05:00:10 - mmengine - INFO - Epoch(train) [12][2350/8541] lr: 2.5000e-04 eta: 19:08:58 time: 0.3209 data_time: 0.0130 memory: 7568 loss: 0.5800 loss_cls: 0.2160 loss_bbox: 0.3639 2022/11/14 05:00:26 - mmengine - INFO - Epoch(train) [12][2400/8541] lr: 2.5000e-04 eta: 19:08:42 time: 0.3253 data_time: 0.0129 memory: 7280 loss: 0.6052 loss_cls: 0.2197 loss_bbox: 0.3855 2022/11/14 05:00:43 - mmengine - INFO - Epoch(train) [12][2450/8541] lr: 2.5000e-04 eta: 19:08:25 time: 0.3259 data_time: 0.0127 memory: 7356 loss: 0.5808 loss_cls: 0.2073 loss_bbox: 0.3736 2022/11/14 05:00:59 - mmengine - INFO - Epoch(train) [12][2500/8541] lr: 2.5000e-04 eta: 19:08:09 time: 0.3271 data_time: 0.0128 memory: 7852 loss: 0.6260 loss_cls: 0.2295 loss_bbox: 0.3965 2022/11/14 05:01:15 - mmengine - INFO - Epoch(train) [12][2550/8541] lr: 2.5000e-04 eta: 19:07:52 time: 0.3181 data_time: 0.0129 memory: 6968 loss: 0.5762 loss_cls: 0.2099 loss_bbox: 0.3662 2022/11/14 05:01:31 - mmengine - INFO - Epoch(train) [12][2600/8541] lr: 2.5000e-04 eta: 19:07:35 time: 0.3213 data_time: 0.0132 memory: 7343 loss: 0.5940 loss_cls: 0.2210 loss_bbox: 0.3731 2022/11/14 05:01:48 - mmengine - INFO - Epoch(train) [12][2650/8541] lr: 2.5000e-04 eta: 19:07:19 time: 0.3311 data_time: 0.0125 memory: 7121 loss: 0.5707 loss_cls: 0.1987 loss_bbox: 0.3720 2022/11/14 05:02:04 - mmengine - INFO - Epoch(train) [12][2700/8541] lr: 2.5000e-04 eta: 19:07:02 time: 0.3226 data_time: 0.0133 memory: 7424 loss: 0.5649 loss_cls: 0.2013 loss_bbox: 0.3637 2022/11/14 05:02:20 - mmengine - INFO - Epoch(train) [12][2750/8541] lr: 2.5000e-04 eta: 19:06:46 time: 0.3303 data_time: 0.0131 memory: 7116 loss: 0.5631 loss_cls: 0.1924 loss_bbox: 0.3707 2022/11/14 05:02:37 - mmengine - INFO - Epoch(train) [12][2800/8541] lr: 2.5000e-04 eta: 19:06:30 time: 0.3251 data_time: 0.0132 memory: 8281 loss: 0.5732 loss_cls: 0.2009 loss_bbox: 0.3723 2022/11/14 05:02:53 - mmengine - INFO - Epoch(train) [12][2850/8541] lr: 2.5000e-04 eta: 19:06:14 time: 0.3306 data_time: 0.0129 memory: 7461 loss: 0.5870 loss_cls: 0.2122 loss_bbox: 0.3748 2022/11/14 05:03:09 - mmengine - INFO - Epoch(train) [12][2900/8541] lr: 2.5000e-04 eta: 19:05:57 time: 0.3214 data_time: 0.0134 memory: 7622 loss: 0.5937 loss_cls: 0.2162 loss_bbox: 0.3775 2022/11/14 05:03:26 - mmengine - INFO - Epoch(train) [12][2950/8541] lr: 2.5000e-04 eta: 19:05:41 time: 0.3302 data_time: 0.0133 memory: 8145 loss: 0.6230 loss_cls: 0.2347 loss_bbox: 0.3883 2022/11/14 05:03:42 - mmengine - INFO - Epoch(train) [12][3000/8541] lr: 2.5000e-04 eta: 19:05:24 time: 0.3219 data_time: 0.0127 memory: 7381 loss: 0.5885 loss_cls: 0.2155 loss_bbox: 0.3730 2022/11/14 05:03:58 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 05:03:58 - mmengine - INFO - Epoch(train) [12][3050/8541] lr: 2.5000e-04 eta: 19:05:07 time: 0.3200 data_time: 0.0126 memory: 7203 loss: 0.5870 loss_cls: 0.2209 loss_bbox: 0.3661 2022/11/14 05:04:14 - mmengine - INFO - Epoch(train) [12][3100/8541] lr: 2.5000e-04 eta: 19:04:51 time: 0.3239 data_time: 0.0130 memory: 7361 loss: 0.5936 loss_cls: 0.2137 loss_bbox: 0.3798 2022/11/14 05:04:31 - mmengine - INFO - Epoch(train) [12][3150/8541] lr: 2.5000e-04 eta: 19:04:35 time: 0.3275 data_time: 0.0132 memory: 7398 loss: 0.6098 loss_cls: 0.2154 loss_bbox: 0.3943 2022/11/14 05:04:47 - mmengine - INFO - Epoch(train) [12][3200/8541] lr: 2.5000e-04 eta: 19:04:19 time: 0.3289 data_time: 0.0125 memory: 7354 loss: 0.5701 loss_cls: 0.2024 loss_bbox: 0.3676 2022/11/14 05:05:04 - mmengine - INFO - Epoch(train) [12][3250/8541] lr: 2.5000e-04 eta: 19:04:03 time: 0.3295 data_time: 0.0128 memory: 7212 loss: 0.6047 loss_cls: 0.2153 loss_bbox: 0.3894 2022/11/14 05:05:20 - mmengine - INFO - Epoch(train) [12][3300/8541] lr: 2.5000e-04 eta: 19:03:47 time: 0.3312 data_time: 0.0127 memory: 7849 loss: 0.6059 loss_cls: 0.2185 loss_bbox: 0.3874 2022/11/14 05:05:36 - mmengine - INFO - Epoch(train) [12][3350/8541] lr: 2.5000e-04 eta: 19:03:30 time: 0.3231 data_time: 0.0125 memory: 7486 loss: 0.5970 loss_cls: 0.2162 loss_bbox: 0.3809 2022/11/14 05:05:53 - mmengine - INFO - Epoch(train) [12][3400/8541] lr: 2.5000e-04 eta: 19:03:13 time: 0.3237 data_time: 0.0128 memory: 7246 loss: 0.6265 loss_cls: 0.2368 loss_bbox: 0.3897 2022/11/14 05:06:09 - mmengine - INFO - Epoch(train) [12][3450/8541] lr: 2.5000e-04 eta: 19:02:57 time: 0.3275 data_time: 0.0136 memory: 7496 loss: 0.5765 loss_cls: 0.2048 loss_bbox: 0.3717 2022/11/14 05:06:25 - mmengine - INFO - Epoch(train) [12][3500/8541] lr: 2.5000e-04 eta: 19:02:40 time: 0.3180 data_time: 0.0133 memory: 7412 loss: 0.5842 loss_cls: 0.2129 loss_bbox: 0.3714 2022/11/14 05:06:41 - mmengine - INFO - Epoch(train) [12][3550/8541] lr: 2.5000e-04 eta: 19:02:24 time: 0.3279 data_time: 0.0126 memory: 8873 loss: 0.6149 loss_cls: 0.2362 loss_bbox: 0.3787 2022/11/14 05:06:58 - mmengine - INFO - Epoch(train) [12][3600/8541] lr: 2.5000e-04 eta: 19:02:08 time: 0.3307 data_time: 0.0125 memory: 8015 loss: 0.5696 loss_cls: 0.2049 loss_bbox: 0.3647 2022/11/14 05:07:14 - mmengine - INFO - Epoch(train) [12][3650/8541] lr: 2.5000e-04 eta: 19:01:51 time: 0.3211 data_time: 0.0129 memory: 6857 loss: 0.6018 loss_cls: 0.2150 loss_bbox: 0.3868 2022/11/14 05:07:30 - mmengine - INFO - Epoch(train) [12][3700/8541] lr: 2.5000e-04 eta: 19:01:34 time: 0.3224 data_time: 0.0128 memory: 7028 loss: 0.5767 loss_cls: 0.2092 loss_bbox: 0.3675 2022/11/14 05:07:46 - mmengine - INFO - Epoch(train) [12][3750/8541] lr: 2.5000e-04 eta: 19:01:18 time: 0.3252 data_time: 0.0128 memory: 7306 loss: 0.5711 loss_cls: 0.2035 loss_bbox: 0.3677 2022/11/14 05:08:03 - mmengine - INFO - Epoch(train) [12][3800/8541] lr: 2.5000e-04 eta: 19:01:02 time: 0.3275 data_time: 0.0124 memory: 8515 loss: 0.5853 loss_cls: 0.2122 loss_bbox: 0.3732 2022/11/14 05:08:19 - mmengine - INFO - Epoch(train) [12][3850/8541] lr: 2.5000e-04 eta: 19:00:45 time: 0.3266 data_time: 0.0129 memory: 8187 loss: 0.5892 loss_cls: 0.2185 loss_bbox: 0.3707 2022/11/14 05:08:36 - mmengine - INFO - Epoch(train) [12][3900/8541] lr: 2.5000e-04 eta: 19:00:29 time: 0.3280 data_time: 0.0127 memory: 7889 loss: 0.5919 loss_cls: 0.2085 loss_bbox: 0.3834 2022/11/14 05:08:52 - mmengine - INFO - Epoch(train) [12][3950/8541] lr: 2.5000e-04 eta: 19:00:14 time: 0.3348 data_time: 0.0129 memory: 8456 loss: 0.5758 loss_cls: 0.2052 loss_bbox: 0.3706 2022/11/14 05:09:09 - mmengine - INFO - Epoch(train) [12][4000/8541] lr: 2.5000e-04 eta: 18:59:58 time: 0.3316 data_time: 0.0126 memory: 8025 loss: 0.5773 loss_cls: 0.1966 loss_bbox: 0.3807 2022/11/14 05:09:25 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 05:09:25 - mmengine - INFO - Epoch(train) [12][4050/8541] lr: 2.5000e-04 eta: 18:59:41 time: 0.3200 data_time: 0.0121 memory: 7494 loss: 0.5753 loss_cls: 0.2088 loss_bbox: 0.3664 2022/11/14 05:09:41 - mmengine - INFO - Epoch(train) [12][4100/8541] lr: 2.5000e-04 eta: 18:59:24 time: 0.3224 data_time: 0.0124 memory: 7056 loss: 0.5521 loss_cls: 0.1959 loss_bbox: 0.3562 2022/11/14 05:09:57 - mmengine - INFO - Epoch(train) [12][4150/8541] lr: 2.5000e-04 eta: 18:59:07 time: 0.3219 data_time: 0.0129 memory: 7130 loss: 0.5963 loss_cls: 0.2175 loss_bbox: 0.3788 2022/11/14 05:10:13 - mmengine - INFO - Epoch(train) [12][4200/8541] lr: 2.5000e-04 eta: 18:58:51 time: 0.3211 data_time: 0.0129 memory: 8145 loss: 0.6213 loss_cls: 0.2345 loss_bbox: 0.3868 2022/11/14 05:10:30 - mmengine - INFO - Epoch(train) [12][4250/8541] lr: 2.5000e-04 eta: 18:58:34 time: 0.3279 data_time: 0.0135 memory: 7436 loss: 0.5622 loss_cls: 0.1958 loss_bbox: 0.3664 2022/11/14 05:10:46 - mmengine - INFO - Epoch(train) [12][4300/8541] lr: 2.5000e-04 eta: 18:58:17 time: 0.3194 data_time: 0.0135 memory: 7085 loss: 0.5622 loss_cls: 0.1906 loss_bbox: 0.3716 2022/11/14 05:11:02 - mmengine - INFO - Epoch(train) [12][4350/8541] lr: 2.5000e-04 eta: 18:58:00 time: 0.3200 data_time: 0.0127 memory: 7003 loss: 0.5906 loss_cls: 0.2121 loss_bbox: 0.3786 2022/11/14 05:11:18 - mmengine - INFO - Epoch(train) [12][4400/8541] lr: 2.5000e-04 eta: 18:57:44 time: 0.3241 data_time: 0.0128 memory: 7374 loss: 0.5654 loss_cls: 0.1963 loss_bbox: 0.3692 2022/11/14 05:11:34 - mmengine - INFO - Epoch(train) [12][4450/8541] lr: 2.5000e-04 eta: 18:57:27 time: 0.3228 data_time: 0.0124 memory: 7347 loss: 0.5816 loss_cls: 0.2116 loss_bbox: 0.3700 2022/11/14 05:11:50 - mmengine - INFO - Epoch(train) [12][4500/8541] lr: 2.5000e-04 eta: 18:57:10 time: 0.3226 data_time: 0.0126 memory: 7108 loss: 0.6050 loss_cls: 0.2254 loss_bbox: 0.3796 2022/11/14 05:12:07 - mmengine - INFO - Epoch(train) [12][4550/8541] lr: 2.5000e-04 eta: 18:56:54 time: 0.3231 data_time: 0.0132 memory: 8339 loss: 0.5709 loss_cls: 0.2001 loss_bbox: 0.3709 2022/11/14 05:12:23 - mmengine - INFO - Epoch(train) [12][4600/8541] lr: 2.5000e-04 eta: 18:56:37 time: 0.3215 data_time: 0.0134 memory: 7750 loss: 0.5727 loss_cls: 0.2035 loss_bbox: 0.3692 2022/11/14 05:12:39 - mmengine - INFO - Epoch(train) [12][4650/8541] lr: 2.5000e-04 eta: 18:56:20 time: 0.3198 data_time: 0.0125 memory: 7124 loss: 0.5845 loss_cls: 0.2047 loss_bbox: 0.3798 2022/11/14 05:12:55 - mmengine - INFO - Epoch(train) [12][4700/8541] lr: 2.5000e-04 eta: 18:56:03 time: 0.3225 data_time: 0.0126 memory: 7116 loss: 0.6024 loss_cls: 0.2315 loss_bbox: 0.3709 2022/11/14 05:13:11 - mmengine - INFO - Epoch(train) [12][4750/8541] lr: 2.5000e-04 eta: 18:55:47 time: 0.3252 data_time: 0.0135 memory: 8191 loss: 0.6388 loss_cls: 0.2374 loss_bbox: 0.4014 2022/11/14 05:13:27 - mmengine - INFO - Epoch(train) [12][4800/8541] lr: 2.5000e-04 eta: 18:55:30 time: 0.3197 data_time: 0.0136 memory: 7039 loss: 0.5990 loss_cls: 0.2294 loss_bbox: 0.3696 2022/11/14 05:13:44 - mmengine - INFO - Epoch(train) [12][4850/8541] lr: 2.5000e-04 eta: 18:55:14 time: 0.3347 data_time: 0.0130 memory: 8681 loss: 0.6162 loss_cls: 0.2226 loss_bbox: 0.3936 2022/11/14 05:14:00 - mmengine - INFO - Epoch(train) [12][4900/8541] lr: 2.5000e-04 eta: 18:54:58 time: 0.3294 data_time: 0.0126 memory: 7372 loss: 0.5903 loss_cls: 0.2087 loss_bbox: 0.3816 2022/11/14 05:14:17 - mmengine - INFO - Epoch(train) [12][4950/8541] lr: 2.5000e-04 eta: 18:54:42 time: 0.3277 data_time: 0.0130 memory: 8393 loss: 0.6139 loss_cls: 0.2204 loss_bbox: 0.3936 2022/11/14 05:14:33 - mmengine - INFO - Epoch(train) [12][5000/8541] lr: 2.5000e-04 eta: 18:54:25 time: 0.3183 data_time: 0.0134 memory: 6876 loss: 0.5898 loss_cls: 0.2196 loss_bbox: 0.3702 2022/11/14 05:14:49 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 05:14:49 - mmengine - INFO - Epoch(train) [12][5050/8541] lr: 2.5000e-04 eta: 18:54:08 time: 0.3209 data_time: 0.0131 memory: 7243 loss: 0.5919 loss_cls: 0.2165 loss_bbox: 0.3754 2022/11/14 05:15:05 - mmengine - INFO - Epoch(train) [12][5100/8541] lr: 2.5000e-04 eta: 18:53:52 time: 0.3262 data_time: 0.0127 memory: 7597 loss: 0.6106 loss_cls: 0.2229 loss_bbox: 0.3877 2022/11/14 05:15:21 - mmengine - INFO - Epoch(train) [12][5150/8541] lr: 2.5000e-04 eta: 18:53:35 time: 0.3241 data_time: 0.0128 memory: 8179 loss: 0.5856 loss_cls: 0.2197 loss_bbox: 0.3659 2022/11/14 05:15:38 - mmengine - INFO - Epoch(train) [12][5200/8541] lr: 2.5000e-04 eta: 18:53:19 time: 0.3267 data_time: 0.0129 memory: 7918 loss: 0.5828 loss_cls: 0.2095 loss_bbox: 0.3733 2022/11/14 05:15:54 - mmengine - INFO - Epoch(train) [12][5250/8541] lr: 2.5000e-04 eta: 18:53:03 time: 0.3315 data_time: 0.0130 memory: 7769 loss: 0.5555 loss_cls: 0.1911 loss_bbox: 0.3644 2022/11/14 05:16:11 - mmengine - INFO - Epoch(train) [12][5300/8541] lr: 2.5000e-04 eta: 18:52:46 time: 0.3224 data_time: 0.0131 memory: 7502 loss: 0.5782 loss_cls: 0.2099 loss_bbox: 0.3683 2022/11/14 05:16:26 - mmengine - INFO - Epoch(train) [12][5350/8541] lr: 2.5000e-04 eta: 18:52:29 time: 0.3154 data_time: 0.0122 memory: 6653 loss: 0.5852 loss_cls: 0.2100 loss_bbox: 0.3752 2022/11/14 05:16:43 - mmengine - INFO - Epoch(train) [12][5400/8541] lr: 2.5000e-04 eta: 18:52:12 time: 0.3234 data_time: 0.0126 memory: 7262 loss: 0.5774 loss_cls: 0.2052 loss_bbox: 0.3723 2022/11/14 05:16:59 - mmengine - INFO - Epoch(train) [12][5450/8541] lr: 2.5000e-04 eta: 18:51:55 time: 0.3213 data_time: 0.0127 memory: 7197 loss: 0.5677 loss_cls: 0.2021 loss_bbox: 0.3657 2022/11/14 05:17:15 - mmengine - INFO - Epoch(train) [12][5500/8541] lr: 2.5000e-04 eta: 18:51:39 time: 0.3286 data_time: 0.0128 memory: 7804 loss: 0.5880 loss_cls: 0.2141 loss_bbox: 0.3739 2022/11/14 05:17:31 - mmengine - INFO - Epoch(train) [12][5550/8541] lr: 2.5000e-04 eta: 18:51:23 time: 0.3247 data_time: 0.0126 memory: 7553 loss: 0.5751 loss_cls: 0.2064 loss_bbox: 0.3686 2022/11/14 05:17:47 - mmengine - INFO - Epoch(train) [12][5600/8541] lr: 2.5000e-04 eta: 18:51:06 time: 0.3226 data_time: 0.0130 memory: 7115 loss: 0.6031 loss_cls: 0.2234 loss_bbox: 0.3797 2022/11/14 05:18:04 - mmengine - INFO - Epoch(train) [12][5650/8541] lr: 2.5000e-04 eta: 18:50:49 time: 0.3248 data_time: 0.0131 memory: 7799 loss: 0.6073 loss_cls: 0.2245 loss_bbox: 0.3827 2022/11/14 05:18:20 - mmengine - INFO - Epoch(train) [12][5700/8541] lr: 2.5000e-04 eta: 18:50:33 time: 0.3296 data_time: 0.0127 memory: 7881 loss: 0.5729 loss_cls: 0.2038 loss_bbox: 0.3692 2022/11/14 05:18:36 - mmengine - INFO - Epoch(train) [12][5750/8541] lr: 2.5000e-04 eta: 18:50:17 time: 0.3236 data_time: 0.0130 memory: 7312 loss: 0.6031 loss_cls: 0.2188 loss_bbox: 0.3843 2022/11/14 05:18:52 - mmengine - INFO - Epoch(train) [12][5800/8541] lr: 2.5000e-04 eta: 18:50:00 time: 0.3196 data_time: 0.0135 memory: 7091 loss: 0.6213 loss_cls: 0.2359 loss_bbox: 0.3854 2022/11/14 05:19:09 - mmengine - INFO - Epoch(train) [12][5850/8541] lr: 2.5000e-04 eta: 18:49:43 time: 0.3235 data_time: 0.0133 memory: 6967 loss: 0.5871 loss_cls: 0.2057 loss_bbox: 0.3813 2022/11/14 05:19:25 - mmengine - INFO - Epoch(train) [12][5900/8541] lr: 2.5000e-04 eta: 18:49:27 time: 0.3290 data_time: 0.0125 memory: 7531 loss: 0.6231 loss_cls: 0.2352 loss_bbox: 0.3878 2022/11/14 05:19:41 - mmengine - INFO - Epoch(train) [12][5950/8541] lr: 2.5000e-04 eta: 18:49:10 time: 0.3228 data_time: 0.0125 memory: 8409 loss: 0.6164 loss_cls: 0.2304 loss_bbox: 0.3860 2022/11/14 05:19:58 - mmengine - INFO - Epoch(train) [12][6000/8541] lr: 2.5000e-04 eta: 18:48:55 time: 0.3323 data_time: 0.0129 memory: 8369 loss: 0.5801 loss_cls: 0.2118 loss_bbox: 0.3683 2022/11/14 05:20:14 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 05:20:14 - mmengine - INFO - Epoch(train) [12][6050/8541] lr: 2.5000e-04 eta: 18:48:39 time: 0.3276 data_time: 0.0131 memory: 7301 loss: 0.5851 loss_cls: 0.2128 loss_bbox: 0.3724 2022/11/14 05:20:31 - mmengine - INFO - Epoch(train) [12][6100/8541] lr: 2.5000e-04 eta: 18:48:22 time: 0.3261 data_time: 0.0129 memory: 7366 loss: 0.6013 loss_cls: 0.2215 loss_bbox: 0.3798 2022/11/14 05:20:47 - mmengine - INFO - Epoch(train) [12][6150/8541] lr: 2.5000e-04 eta: 18:48:05 time: 0.3222 data_time: 0.0131 memory: 8542 loss: 0.6177 loss_cls: 0.2373 loss_bbox: 0.3804 2022/11/14 05:21:03 - mmengine - INFO - Epoch(train) [12][6200/8541] lr: 2.5000e-04 eta: 18:47:49 time: 0.3214 data_time: 0.0124 memory: 6862 loss: 0.6298 loss_cls: 0.2431 loss_bbox: 0.3867 2022/11/14 05:21:19 - mmengine - INFO - Epoch(train) [12][6250/8541] lr: 2.5000e-04 eta: 18:47:33 time: 0.3294 data_time: 0.0127 memory: 7754 loss: 0.5785 loss_cls: 0.1994 loss_bbox: 0.3791 2022/11/14 05:21:36 - mmengine - INFO - Epoch(train) [12][6300/8541] lr: 2.5000e-04 eta: 18:47:16 time: 0.3223 data_time: 0.0130 memory: 7066 loss: 0.6271 loss_cls: 0.2359 loss_bbox: 0.3912 2022/11/14 05:21:52 - mmengine - INFO - Epoch(train) [12][6350/8541] lr: 2.5000e-04 eta: 18:46:59 time: 0.3210 data_time: 0.0129 memory: 7519 loss: 0.6214 loss_cls: 0.2297 loss_bbox: 0.3917 2022/11/14 05:22:08 - mmengine - INFO - Epoch(train) [12][6400/8541] lr: 2.5000e-04 eta: 18:46:42 time: 0.3212 data_time: 0.0126 memory: 7208 loss: 0.5685 loss_cls: 0.2092 loss_bbox: 0.3594 2022/11/14 05:22:24 - mmengine - INFO - Epoch(train) [12][6450/8541] lr: 2.5000e-04 eta: 18:46:26 time: 0.3257 data_time: 0.0131 memory: 7543 loss: 0.5783 loss_cls: 0.2004 loss_bbox: 0.3779 2022/11/14 05:22:40 - mmengine - INFO - Epoch(train) [12][6500/8541] lr: 2.5000e-04 eta: 18:46:09 time: 0.3245 data_time: 0.0128 memory: 7241 loss: 0.6034 loss_cls: 0.2239 loss_bbox: 0.3795 2022/11/14 05:22:57 - mmengine - INFO - Epoch(train) [12][6550/8541] lr: 2.5000e-04 eta: 18:45:53 time: 0.3243 data_time: 0.0134 memory: 7417 loss: 0.5821 loss_cls: 0.2080 loss_bbox: 0.3741 2022/11/14 05:23:13 - mmengine - INFO - Epoch(train) [12][6600/8541] lr: 2.5000e-04 eta: 18:45:36 time: 0.3194 data_time: 0.0136 memory: 7290 loss: 0.5890 loss_cls: 0.2164 loss_bbox: 0.3726 2022/11/14 05:23:29 - mmengine - INFO - Epoch(train) [12][6650/8541] lr: 2.5000e-04 eta: 18:45:20 time: 0.3349 data_time: 0.0136 memory: 8189 loss: 0.5939 loss_cls: 0.2062 loss_bbox: 0.3877 2022/11/14 05:23:45 - mmengine - INFO - Epoch(train) [12][6700/8541] lr: 2.5000e-04 eta: 18:45:03 time: 0.3220 data_time: 0.0136 memory: 8103 loss: 0.5916 loss_cls: 0.2100 loss_bbox: 0.3816 2022/11/14 05:24:01 - mmengine - INFO - Epoch(train) [12][6750/8541] lr: 2.5000e-04 eta: 18:44:46 time: 0.3175 data_time: 0.0136 memory: 6985 loss: 0.5948 loss_cls: 0.2147 loss_bbox: 0.3802 2022/11/14 05:24:17 - mmengine - INFO - Epoch(train) [12][6800/8541] lr: 2.5000e-04 eta: 18:44:29 time: 0.3186 data_time: 0.0137 memory: 7135 loss: 0.5863 loss_cls: 0.2081 loss_bbox: 0.3782 2022/11/14 05:24:33 - mmengine - INFO - Epoch(train) [12][6850/8541] lr: 2.5000e-04 eta: 18:44:12 time: 0.3144 data_time: 0.0135 memory: 7114 loss: 0.5824 loss_cls: 0.2074 loss_bbox: 0.3751 2022/11/14 05:24:49 - mmengine - INFO - Epoch(train) [12][6900/8541] lr: 2.5000e-04 eta: 18:43:54 time: 0.3183 data_time: 0.0135 memory: 7397 loss: 0.5941 loss_cls: 0.2122 loss_bbox: 0.3819 2022/11/14 05:25:05 - mmengine - INFO - Epoch(train) [12][6950/8541] lr: 2.5000e-04 eta: 18:43:38 time: 0.3216 data_time: 0.0136 memory: 7629 loss: 0.5938 loss_cls: 0.2133 loss_bbox: 0.3805 2022/11/14 05:25:21 - mmengine - INFO - Epoch(train) [12][7000/8541] lr: 2.5000e-04 eta: 18:43:21 time: 0.3274 data_time: 0.0136 memory: 8278 loss: 0.5855 loss_cls: 0.2150 loss_bbox: 0.3704 2022/11/14 05:25:37 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 05:25:37 - mmengine - INFO - Epoch(train) [12][7050/8541] lr: 2.5000e-04 eta: 18:43:04 time: 0.3198 data_time: 0.0136 memory: 7354 loss: 0.6171 loss_cls: 0.2390 loss_bbox: 0.3781 2022/11/14 05:25:54 - mmengine - INFO - Epoch(train) [12][7100/8541] lr: 2.5000e-04 eta: 18:42:49 time: 0.3352 data_time: 0.0136 memory: 8611 loss: 0.5648 loss_cls: 0.1986 loss_bbox: 0.3661 2022/11/14 05:26:11 - mmengine - INFO - Epoch(train) [12][7150/8541] lr: 2.5000e-04 eta: 18:42:33 time: 0.3260 data_time: 0.0132 memory: 7959 loss: 0.5976 loss_cls: 0.2166 loss_bbox: 0.3810 2022/11/14 05:26:27 - mmengine - INFO - Epoch(train) [12][7200/8541] lr: 2.5000e-04 eta: 18:42:16 time: 0.3209 data_time: 0.0136 memory: 6890 loss: 0.5975 loss_cls: 0.2220 loss_bbox: 0.3754 2022/11/14 05:26:43 - mmengine - INFO - Epoch(train) [12][7250/8541] lr: 2.5000e-04 eta: 18:41:59 time: 0.3246 data_time: 0.0136 memory: 7426 loss: 0.5554 loss_cls: 0.1922 loss_bbox: 0.3632 2022/11/14 05:26:59 - mmengine - INFO - Epoch(train) [12][7300/8541] lr: 2.5000e-04 eta: 18:41:42 time: 0.3204 data_time: 0.0136 memory: 7072 loss: 0.5748 loss_cls: 0.2026 loss_bbox: 0.3722 2022/11/14 05:27:16 - mmengine - INFO - Epoch(train) [12][7350/8541] lr: 2.5000e-04 eta: 18:41:27 time: 0.3359 data_time: 0.0132 memory: 7851 loss: 0.5731 loss_cls: 0.1980 loss_bbox: 0.3751 2022/11/14 05:27:32 - mmengine - INFO - Epoch(train) [12][7400/8541] lr: 2.5000e-04 eta: 18:41:10 time: 0.3187 data_time: 0.0124 memory: 7041 loss: 0.6220 loss_cls: 0.2391 loss_bbox: 0.3828 2022/11/14 05:27:48 - mmengine - INFO - Epoch(train) [12][7450/8541] lr: 2.5000e-04 eta: 18:40:53 time: 0.3246 data_time: 0.0130 memory: 7175 loss: 0.6091 loss_cls: 0.2311 loss_bbox: 0.3780 2022/11/14 05:28:04 - mmengine - INFO - Epoch(train) [12][7500/8541] lr: 2.5000e-04 eta: 18:40:37 time: 0.3222 data_time: 0.0126 memory: 7840 loss: 0.5727 loss_cls: 0.2017 loss_bbox: 0.3709 2022/11/14 05:28:21 - mmengine - INFO - Epoch(train) [12][7550/8541] lr: 2.5000e-04 eta: 18:40:21 time: 0.3303 data_time: 0.0127 memory: 8340 loss: 0.5804 loss_cls: 0.2090 loss_bbox: 0.3713 2022/11/14 05:28:37 - mmengine - INFO - Epoch(train) [12][7600/8541] lr: 2.5000e-04 eta: 18:40:04 time: 0.3232 data_time: 0.0135 memory: 7392 loss: 0.5616 loss_cls: 0.1963 loss_bbox: 0.3654 2022/11/14 05:28:53 - mmengine - INFO - Epoch(train) [12][7650/8541] lr: 2.5000e-04 eta: 18:39:47 time: 0.3227 data_time: 0.0129 memory: 7295 loss: 0.5862 loss_cls: 0.2130 loss_bbox: 0.3732 2022/11/14 05:29:09 - mmengine - INFO - Epoch(train) [12][7700/8541] lr: 2.5000e-04 eta: 18:39:31 time: 0.3233 data_time: 0.0130 memory: 8261 loss: 0.5803 loss_cls: 0.2029 loss_bbox: 0.3773 2022/11/14 05:29:25 - mmengine - INFO - Epoch(train) [12][7750/8541] lr: 2.5000e-04 eta: 18:39:14 time: 0.3205 data_time: 0.0132 memory: 7643 loss: 0.6006 loss_cls: 0.2188 loss_bbox: 0.3818 2022/11/14 05:29:42 - mmengine - INFO - Epoch(train) [12][7800/8541] lr: 2.5000e-04 eta: 18:38:58 time: 0.3263 data_time: 0.0136 memory: 8015 loss: 0.5663 loss_cls: 0.1984 loss_bbox: 0.3678 2022/11/14 05:29:58 - mmengine - INFO - Epoch(train) [12][7850/8541] lr: 2.5000e-04 eta: 18:38:40 time: 0.3186 data_time: 0.0137 memory: 7452 loss: 0.5834 loss_cls: 0.2117 loss_bbox: 0.3716 2022/11/14 05:30:14 - mmengine - INFO - Epoch(train) [12][7900/8541] lr: 2.5000e-04 eta: 18:38:23 time: 0.3183 data_time: 0.0136 memory: 7313 loss: 0.5730 loss_cls: 0.2052 loss_bbox: 0.3677 2022/11/14 05:30:30 - mmengine - INFO - Epoch(train) [12][7950/8541] lr: 2.5000e-04 eta: 18:38:07 time: 0.3221 data_time: 0.0135 memory: 7202 loss: 0.5998 loss_cls: 0.2100 loss_bbox: 0.3898 2022/11/14 05:30:46 - mmengine - INFO - Epoch(train) [12][8000/8541] lr: 2.5000e-04 eta: 18:37:50 time: 0.3242 data_time: 0.0136 memory: 7415 loss: 0.5868 loss_cls: 0.2115 loss_bbox: 0.3753 2022/11/14 05:31:02 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 05:31:02 - mmengine - INFO - Epoch(train) [12][8050/8541] lr: 2.5000e-04 eta: 18:37:34 time: 0.3318 data_time: 0.0137 memory: 8345 loss: 0.5669 loss_cls: 0.1885 loss_bbox: 0.3784 2022/11/14 05:31:18 - mmengine - INFO - Epoch(train) [12][8100/8541] lr: 2.5000e-04 eta: 18:37:17 time: 0.3163 data_time: 0.0136 memory: 7287 loss: 0.5947 loss_cls: 0.2203 loss_bbox: 0.3744 2022/11/14 05:31:34 - mmengine - INFO - Epoch(train) [12][8150/8541] lr: 2.5000e-04 eta: 18:37:00 time: 0.3155 data_time: 0.0136 memory: 6954 loss: 0.6099 loss_cls: 0.2312 loss_bbox: 0.3787 2022/11/14 05:31:50 - mmengine - INFO - Epoch(train) [12][8200/8541] lr: 2.5000e-04 eta: 18:36:43 time: 0.3265 data_time: 0.0129 memory: 7491 loss: 0.5649 loss_cls: 0.1985 loss_bbox: 0.3664 2022/11/14 05:32:07 - mmengine - INFO - Epoch(train) [12][8250/8541] lr: 2.5000e-04 eta: 18:36:27 time: 0.3265 data_time: 0.0131 memory: 7798 loss: 0.5925 loss_cls: 0.2102 loss_bbox: 0.3824 2022/11/14 05:32:23 - mmengine - INFO - Epoch(train) [12][8300/8541] lr: 2.5000e-04 eta: 18:36:11 time: 0.3257 data_time: 0.0131 memory: 7619 loss: 0.5692 loss_cls: 0.1972 loss_bbox: 0.3720 2022/11/14 05:32:40 - mmengine - INFO - Epoch(train) [12][8350/8541] lr: 2.5000e-04 eta: 18:35:55 time: 0.3330 data_time: 0.0131 memory: 8082 loss: 0.5835 loss_cls: 0.2010 loss_bbox: 0.3825 2022/11/14 05:32:56 - mmengine - INFO - Epoch(train) [12][8400/8541] lr: 2.5000e-04 eta: 18:35:39 time: 0.3282 data_time: 0.0133 memory: 7952 loss: 0.5677 loss_cls: 0.1951 loss_bbox: 0.3726 2022/11/14 05:33:13 - mmengine - INFO - Epoch(train) [12][8450/8541] lr: 2.5000e-04 eta: 18:35:23 time: 0.3284 data_time: 0.0131 memory: 7295 loss: 0.5596 loss_cls: 0.1935 loss_bbox: 0.3661 2022/11/14 05:33:29 - mmengine - INFO - Epoch(train) [12][8500/8541] lr: 2.5000e-04 eta: 18:35:06 time: 0.3231 data_time: 0.0136 memory: 7353 loss: 0.6193 loss_cls: 0.2288 loss_bbox: 0.3905 2022/11/14 05:33:42 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 05:33:42 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/11/14 05:34:01 - mmengine - INFO - Epoch(train) [13][50/8541] lr: 2.5000e-04 eta: 18:34:37 time: 0.3448 data_time: 0.0268 memory: 7634 loss: 0.6002 loss_cls: 0.2041 loss_bbox: 0.3962 2022/11/14 05:34:18 - mmengine - INFO - Epoch(train) [13][100/8541] lr: 2.5000e-04 eta: 18:34:21 time: 0.3288 data_time: 0.0136 memory: 7584 loss: 0.5802 loss_cls: 0.2033 loss_bbox: 0.3770 2022/11/14 05:34:34 - mmengine - INFO - Epoch(train) [13][150/8541] lr: 2.5000e-04 eta: 18:34:04 time: 0.3198 data_time: 0.0137 memory: 7337 loss: 0.5647 loss_cls: 0.1941 loss_bbox: 0.3706 2022/11/14 05:34:50 - mmengine - INFO - Epoch(train) [13][200/8541] lr: 2.5000e-04 eta: 18:33:47 time: 0.3201 data_time: 0.0133 memory: 7189 loss: 0.5876 loss_cls: 0.2045 loss_bbox: 0.3831 2022/11/14 05:35:06 - mmengine - INFO - Epoch(train) [13][250/8541] lr: 2.5000e-04 eta: 18:33:31 time: 0.3217 data_time: 0.0135 memory: 7756 loss: 0.5611 loss_cls: 0.1949 loss_bbox: 0.3662 2022/11/14 05:35:22 - mmengine - INFO - Epoch(train) [13][300/8541] lr: 2.5000e-04 eta: 18:33:15 time: 0.3282 data_time: 0.0128 memory: 7521 loss: 0.5827 loss_cls: 0.2184 loss_bbox: 0.3643 2022/11/14 05:35:39 - mmengine - INFO - Epoch(train) [13][350/8541] lr: 2.5000e-04 eta: 18:32:59 time: 0.3318 data_time: 0.0129 memory: 7465 loss: 0.5744 loss_cls: 0.2018 loss_bbox: 0.3726 2022/11/14 05:35:55 - mmengine - INFO - Epoch(train) [13][400/8541] lr: 2.5000e-04 eta: 18:32:42 time: 0.3261 data_time: 0.0133 memory: 6968 loss: 0.5971 loss_cls: 0.2152 loss_bbox: 0.3819 2022/11/14 05:36:12 - mmengine - INFO - Epoch(train) [13][450/8541] lr: 2.5000e-04 eta: 18:32:26 time: 0.3252 data_time: 0.0130 memory: 7517 loss: 0.5779 loss_cls: 0.2032 loss_bbox: 0.3747 2022/11/14 05:36:28 - mmengine - INFO - Epoch(train) [13][500/8541] lr: 2.5000e-04 eta: 18:32:10 time: 0.3289 data_time: 0.0131 memory: 9048 loss: 0.5759 loss_cls: 0.2058 loss_bbox: 0.3701 2022/11/14 05:36:31 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 05:36:44 - mmengine - INFO - Epoch(train) [13][550/8541] lr: 2.5000e-04 eta: 18:31:54 time: 0.3254 data_time: 0.0126 memory: 6828 loss: 0.5796 loss_cls: 0.2064 loss_bbox: 0.3732 2022/11/14 05:37:01 - mmengine - INFO - Epoch(train) [13][600/8541] lr: 2.5000e-04 eta: 18:31:38 time: 0.3338 data_time: 0.0132 memory: 7448 loss: 0.5938 loss_cls: 0.2098 loss_bbox: 0.3840 2022/11/14 05:37:17 - mmengine - INFO - Epoch(train) [13][650/8541] lr: 2.5000e-04 eta: 18:31:21 time: 0.3245 data_time: 0.0131 memory: 7491 loss: 0.5925 loss_cls: 0.2185 loss_bbox: 0.3740 2022/11/14 05:37:34 - mmengine - INFO - Epoch(train) [13][700/8541] lr: 2.5000e-04 eta: 18:31:05 time: 0.3273 data_time: 0.0129 memory: 7905 loss: 0.5883 loss_cls: 0.2143 loss_bbox: 0.3740 2022/11/14 05:37:50 - mmengine - INFO - Epoch(train) [13][750/8541] lr: 2.5000e-04 eta: 18:30:49 time: 0.3303 data_time: 0.0128 memory: 8587 loss: 0.5652 loss_cls: 0.2002 loss_bbox: 0.3650 2022/11/14 05:38:07 - mmengine - INFO - Epoch(train) [13][800/8541] lr: 2.5000e-04 eta: 18:30:33 time: 0.3269 data_time: 0.0135 memory: 8021 loss: 0.5728 loss_cls: 0.1988 loss_bbox: 0.3739 2022/11/14 05:38:23 - mmengine - INFO - Epoch(train) [13][850/8541] lr: 2.5000e-04 eta: 18:30:17 time: 0.3241 data_time: 0.0136 memory: 7582 loss: 0.5808 loss_cls: 0.2014 loss_bbox: 0.3794 2022/11/14 05:38:39 - mmengine - INFO - Epoch(train) [13][900/8541] lr: 2.5000e-04 eta: 18:30:00 time: 0.3199 data_time: 0.0136 memory: 7815 loss: 0.6067 loss_cls: 0.2253 loss_bbox: 0.3814 2022/11/14 05:38:55 - mmengine - INFO - Epoch(train) [13][950/8541] lr: 2.5000e-04 eta: 18:29:42 time: 0.3152 data_time: 0.0136 memory: 7215 loss: 0.5439 loss_cls: 0.1885 loss_bbox: 0.3554 2022/11/14 05:39:11 - mmengine - INFO - Epoch(train) [13][1000/8541] lr: 2.5000e-04 eta: 18:29:25 time: 0.3164 data_time: 0.0137 memory: 7389 loss: 0.5726 loss_cls: 0.2021 loss_bbox: 0.3706 2022/11/14 05:39:27 - mmengine - INFO - Epoch(train) [13][1050/8541] lr: 2.5000e-04 eta: 18:29:09 time: 0.3308 data_time: 0.0134 memory: 7576 loss: 0.5764 loss_cls: 0.2063 loss_bbox: 0.3702 2022/11/14 05:39:43 - mmengine - INFO - Epoch(train) [13][1100/8541] lr: 2.5000e-04 eta: 18:28:52 time: 0.3187 data_time: 0.0137 memory: 6995 loss: 0.5995 loss_cls: 0.2160 loss_bbox: 0.3835 2022/11/14 05:39:59 - mmengine - INFO - Epoch(train) [13][1150/8541] lr: 2.5000e-04 eta: 18:28:36 time: 0.3278 data_time: 0.0129 memory: 7568 loss: 0.5678 loss_cls: 0.1978 loss_bbox: 0.3700 2022/11/14 05:40:16 - mmengine - INFO - Epoch(train) [13][1200/8541] lr: 2.5000e-04 eta: 18:28:19 time: 0.3213 data_time: 0.0129 memory: 6922 loss: 0.5695 loss_cls: 0.2013 loss_bbox: 0.3682 2022/11/14 05:40:32 - mmengine - INFO - Epoch(train) [13][1250/8541] lr: 2.5000e-04 eta: 18:28:02 time: 0.3230 data_time: 0.0133 memory: 8290 loss: 0.6377 loss_cls: 0.2440 loss_bbox: 0.3937 2022/11/14 05:40:48 - mmengine - INFO - Epoch(train) [13][1300/8541] lr: 2.5000e-04 eta: 18:27:46 time: 0.3212 data_time: 0.0133 memory: 7115 loss: 0.6859 loss_cls: 0.2936 loss_bbox: 0.3923 2022/11/14 05:41:04 - mmengine - INFO - Epoch(train) [13][1350/8541] lr: 2.5000e-04 eta: 18:27:29 time: 0.3238 data_time: 0.0127 memory: 7056 loss: 0.6606 loss_cls: 0.2626 loss_bbox: 0.3980 2022/11/14 05:41:20 - mmengine - INFO - Epoch(train) [13][1400/8541] lr: 2.5000e-04 eta: 18:27:12 time: 0.3237 data_time: 0.0129 memory: 7233 loss: 0.6199 loss_cls: 0.2467 loss_bbox: 0.3733 2022/11/14 05:41:37 - mmengine - INFO - Epoch(train) [13][1450/8541] lr: 2.5000e-04 eta: 18:26:57 time: 0.3316 data_time: 0.0130 memory: 7634 loss: 0.6211 loss_cls: 0.2378 loss_bbox: 0.3833 2022/11/14 05:41:53 - mmengine - INFO - Epoch(train) [13][1500/8541] lr: 2.5000e-04 eta: 18:26:40 time: 0.3276 data_time: 0.0130 memory: 7299 loss: 0.6070 loss_cls: 0.2229 loss_bbox: 0.3841 2022/11/14 05:41:56 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 05:42:10 - mmengine - INFO - Epoch(train) [13][1550/8541] lr: 2.5000e-04 eta: 18:26:24 time: 0.3295 data_time: 0.0131 memory: 7851 loss: 0.5928 loss_cls: 0.2135 loss_bbox: 0.3793 2022/11/14 05:42:26 - mmengine - INFO - Epoch(train) [13][1600/8541] lr: 2.5000e-04 eta: 18:26:08 time: 0.3261 data_time: 0.0129 memory: 7367 loss: 0.5891 loss_cls: 0.2068 loss_bbox: 0.3823 2022/11/14 05:42:43 - mmengine - INFO - Epoch(train) [13][1650/8541] lr: 2.5000e-04 eta: 18:25:52 time: 0.3271 data_time: 0.0131 memory: 7001 loss: 0.5753 loss_cls: 0.2031 loss_bbox: 0.3722 2022/11/14 05:42:59 - mmengine - INFO - Epoch(train) [13][1700/8541] lr: 2.5000e-04 eta: 18:25:36 time: 0.3305 data_time: 0.0131 memory: 7542 loss: 0.6086 loss_cls: 0.2255 loss_bbox: 0.3831 2022/11/14 05:43:16 - mmengine - INFO - Epoch(train) [13][1750/8541] lr: 2.5000e-04 eta: 18:25:20 time: 0.3298 data_time: 0.0132 memory: 7619 loss: 0.6549 loss_cls: 0.2565 loss_bbox: 0.3985 2022/11/14 05:43:32 - mmengine - INFO - Epoch(train) [13][1800/8541] lr: 2.5000e-04 eta: 18:25:03 time: 0.3218 data_time: 0.0134 memory: 7228 loss: 0.6248 loss_cls: 0.2383 loss_bbox: 0.3865 2022/11/14 05:43:48 - mmengine - INFO - Epoch(train) [13][1850/8541] lr: 2.5000e-04 eta: 18:24:46 time: 0.3175 data_time: 0.0134 memory: 6950 loss: 0.6140 loss_cls: 0.2274 loss_bbox: 0.3867 2022/11/14 05:44:04 - mmengine - INFO - Epoch(train) [13][1900/8541] lr: 2.5000e-04 eta: 18:24:29 time: 0.3231 data_time: 0.0134 memory: 7084 loss: 0.6083 loss_cls: 0.2270 loss_bbox: 0.3813 2022/11/14 05:44:20 - mmengine - INFO - Epoch(train) [13][1950/8541] lr: 2.5000e-04 eta: 18:24:13 time: 0.3312 data_time: 0.0129 memory: 9043 loss: 0.5724 loss_cls: 0.2015 loss_bbox: 0.3709 2022/11/14 05:44:37 - mmengine - INFO - Epoch(train) [13][2000/8541] lr: 2.5000e-04 eta: 18:23:57 time: 0.3280 data_time: 0.0129 memory: 8053 loss: 0.5613 loss_cls: 0.1928 loss_bbox: 0.3685 2022/11/14 05:44:53 - mmengine - INFO - Epoch(train) [13][2050/8541] lr: 2.5000e-04 eta: 18:23:41 time: 0.3256 data_time: 0.0130 memory: 7979 loss: 0.5951 loss_cls: 0.2194 loss_bbox: 0.3757 2022/11/14 05:45:09 - mmengine - INFO - Epoch(train) [13][2100/8541] lr: 2.5000e-04 eta: 18:23:24 time: 0.3233 data_time: 0.0127 memory: 6864 loss: 0.5850 loss_cls: 0.2137 loss_bbox: 0.3712 2022/11/14 05:45:26 - mmengine - INFO - Epoch(train) [13][2150/8541] lr: 2.5000e-04 eta: 18:23:08 time: 0.3264 data_time: 0.0126 memory: 7631 loss: 0.5862 loss_cls: 0.2050 loss_bbox: 0.3812 2022/11/14 05:45:42 - mmengine - INFO - Epoch(train) [13][2200/8541] lr: 2.5000e-04 eta: 18:22:52 time: 0.3274 data_time: 0.0125 memory: 7690 loss: 0.5635 loss_cls: 0.2020 loss_bbox: 0.3616 2022/11/14 05:45:58 - mmengine - INFO - Epoch(train) [13][2250/8541] lr: 2.5000e-04 eta: 18:22:35 time: 0.3237 data_time: 0.0126 memory: 7080 loss: 0.5909 loss_cls: 0.2099 loss_bbox: 0.3810 2022/11/14 05:46:14 - mmengine - INFO - Epoch(train) [13][2300/8541] lr: 2.5000e-04 eta: 18:22:18 time: 0.3197 data_time: 0.0128 memory: 7413 loss: 0.5998 loss_cls: 0.2233 loss_bbox: 0.3766 2022/11/14 05:46:31 - mmengine - INFO - Epoch(train) [13][2350/8541] lr: 2.5000e-04 eta: 18:22:02 time: 0.3259 data_time: 0.0122 memory: 7071 loss: 0.5839 loss_cls: 0.2173 loss_bbox: 0.3667 2022/11/14 05:46:47 - mmengine - INFO - Epoch(train) [13][2400/8541] lr: 2.5000e-04 eta: 18:21:45 time: 0.3182 data_time: 0.0130 memory: 6824 loss: 0.5878 loss_cls: 0.2141 loss_bbox: 0.3737 2022/11/14 05:47:03 - mmengine - INFO - Epoch(train) [13][2450/8541] lr: 2.5000e-04 eta: 18:21:28 time: 0.3237 data_time: 0.0125 memory: 8273 loss: 0.5890 loss_cls: 0.2107 loss_bbox: 0.3783 2022/11/14 05:47:19 - mmengine - INFO - Epoch(train) [13][2500/8541] lr: 2.5000e-04 eta: 18:21:12 time: 0.3253 data_time: 0.0123 memory: 7512 loss: 0.5989 loss_cls: 0.2126 loss_bbox: 0.3862 2022/11/14 05:47:22 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 05:47:35 - mmengine - INFO - Epoch(train) [13][2550/8541] lr: 2.5000e-04 eta: 18:20:55 time: 0.3236 data_time: 0.0126 memory: 7850 loss: 0.5900 loss_cls: 0.2072 loss_bbox: 0.3828 2022/11/14 05:47:52 - mmengine - INFO - Epoch(train) [13][2600/8541] lr: 2.5000e-04 eta: 18:20:39 time: 0.3251 data_time: 0.0122 memory: 8192 loss: 0.5724 loss_cls: 0.2020 loss_bbox: 0.3704 2022/11/14 05:48:08 - mmengine - INFO - Epoch(train) [13][2650/8541] lr: 2.5000e-04 eta: 18:20:22 time: 0.3222 data_time: 0.0126 memory: 7843 loss: 0.5731 loss_cls: 0.1996 loss_bbox: 0.3735 2022/11/14 05:48:24 - mmengine - INFO - Epoch(train) [13][2700/8541] lr: 2.5000e-04 eta: 18:20:05 time: 0.3215 data_time: 0.0131 memory: 7065 loss: 0.5765 loss_cls: 0.2066 loss_bbox: 0.3698 2022/11/14 05:48:40 - mmengine - INFO - Epoch(train) [13][2750/8541] lr: 2.5000e-04 eta: 18:19:49 time: 0.3260 data_time: 0.0128 memory: 7670 loss: 0.5895 loss_cls: 0.2140 loss_bbox: 0.3755 2022/11/14 05:48:56 - mmengine - INFO - Epoch(train) [13][2800/8541] lr: 2.5000e-04 eta: 18:19:32 time: 0.3237 data_time: 0.0126 memory: 7357 loss: 0.5683 loss_cls: 0.2006 loss_bbox: 0.3677 2022/11/14 05:49:13 - mmengine - INFO - Epoch(train) [13][2850/8541] lr: 2.5000e-04 eta: 18:19:17 time: 0.3302 data_time: 0.0123 memory: 8342 loss: 0.5771 loss_cls: 0.2042 loss_bbox: 0.3729 2022/11/14 05:49:29 - mmengine - INFO - Epoch(train) [13][2900/8541] lr: 2.5000e-04 eta: 18:19:00 time: 0.3247 data_time: 0.0124 memory: 8353 loss: 0.5583 loss_cls: 0.1966 loss_bbox: 0.3617 2022/11/14 05:49:45 - mmengine - INFO - Epoch(train) [13][2950/8541] lr: 2.5000e-04 eta: 18:18:43 time: 0.3221 data_time: 0.0126 memory: 7158 loss: 0.5585 loss_cls: 0.1940 loss_bbox: 0.3645 2022/11/14 05:50:01 - mmengine - INFO - Epoch(train) [13][3000/8541] lr: 2.5000e-04 eta: 18:18:27 time: 0.3216 data_time: 0.0125 memory: 7394 loss: 0.5748 loss_cls: 0.2082 loss_bbox: 0.3667 2022/11/14 05:50:18 - mmengine - INFO - Epoch(train) [13][3050/8541] lr: 2.5000e-04 eta: 18:18:10 time: 0.3235 data_time: 0.0129 memory: 7147 loss: 0.5908 loss_cls: 0.2115 loss_bbox: 0.3793 2022/11/14 05:50:33 - mmengine - INFO - Epoch(train) [13][3100/8541] lr: 2.5000e-04 eta: 18:17:53 time: 0.3174 data_time: 0.0130 memory: 7107 loss: 0.6106 loss_cls: 0.2335 loss_bbox: 0.3770 2022/11/14 05:50:50 - mmengine - INFO - Epoch(train) [13][3150/8541] lr: 2.5000e-04 eta: 18:17:36 time: 0.3249 data_time: 0.0126 memory: 7149 loss: 0.5684 loss_cls: 0.2011 loss_bbox: 0.3673 2022/11/14 05:51:06 - mmengine - INFO - Epoch(train) [13][3200/8541] lr: 2.5000e-04 eta: 18:17:20 time: 0.3246 data_time: 0.0129 memory: 7098 loss: 0.5928 loss_cls: 0.2147 loss_bbox: 0.3782 2022/11/14 05:51:22 - mmengine - INFO - Epoch(train) [13][3250/8541] lr: 2.5000e-04 eta: 18:17:03 time: 0.3159 data_time: 0.0130 memory: 7429 loss: 0.5679 loss_cls: 0.2054 loss_bbox: 0.3625 2022/11/14 05:51:38 - mmengine - INFO - Epoch(train) [13][3300/8541] lr: 2.5000e-04 eta: 18:16:47 time: 0.3306 data_time: 0.0124 memory: 10545 loss: 0.5925 loss_cls: 0.2148 loss_bbox: 0.3777 2022/11/14 05:51:55 - mmengine - INFO - Epoch(train) [13][3350/8541] lr: 2.5000e-04 eta: 18:16:30 time: 0.3256 data_time: 0.0126 memory: 7667 loss: 0.6158 loss_cls: 0.2325 loss_bbox: 0.3833 2022/11/14 05:52:11 - mmengine - INFO - Epoch(train) [13][3400/8541] lr: 2.5000e-04 eta: 18:16:15 time: 0.3340 data_time: 0.0125 memory: 8244 loss: 0.5595 loss_cls: 0.1896 loss_bbox: 0.3698 2022/11/14 05:52:28 - mmengine - INFO - Epoch(train) [13][3450/8541] lr: 2.5000e-04 eta: 18:15:58 time: 0.3244 data_time: 0.0128 memory: 7302 loss: 0.5802 loss_cls: 0.2025 loss_bbox: 0.3777 2022/11/14 05:52:44 - mmengine - INFO - Epoch(train) [13][3500/8541] lr: 2.5000e-04 eta: 18:15:41 time: 0.3199 data_time: 0.0129 memory: 7787 loss: 0.5784 loss_cls: 0.2045 loss_bbox: 0.3739 2022/11/14 05:52:46 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 05:53:00 - mmengine - INFO - Epoch(train) [13][3550/8541] lr: 2.5000e-04 eta: 18:15:25 time: 0.3299 data_time: 0.0128 memory: 7684 loss: 0.5851 loss_cls: 0.2051 loss_bbox: 0.3800 2022/11/14 05:53:16 - mmengine - INFO - Epoch(train) [13][3600/8541] lr: 2.5000e-04 eta: 18:15:09 time: 0.3255 data_time: 0.0124 memory: 7191 loss: 0.6166 loss_cls: 0.2176 loss_bbox: 0.3990 2022/11/14 05:53:33 - mmengine - INFO - Epoch(train) [13][3650/8541] lr: 2.5000e-04 eta: 18:14:53 time: 0.3249 data_time: 0.0125 memory: 7129 loss: 0.5901 loss_cls: 0.2085 loss_bbox: 0.3816 2022/11/14 05:53:49 - mmengine - INFO - Epoch(train) [13][3700/8541] lr: 2.5000e-04 eta: 18:14:36 time: 0.3193 data_time: 0.0126 memory: 7149 loss: 0.6070 loss_cls: 0.2239 loss_bbox: 0.3831 2022/11/14 05:54:05 - mmengine - INFO - Epoch(train) [13][3750/8541] lr: 2.5000e-04 eta: 18:14:19 time: 0.3247 data_time: 0.0125 memory: 8072 loss: 0.6111 loss_cls: 0.2266 loss_bbox: 0.3846 2022/11/14 05:54:21 - mmengine - INFO - Epoch(train) [13][3800/8541] lr: 2.5000e-04 eta: 18:14:02 time: 0.3181 data_time: 0.0124 memory: 7392 loss: 0.5544 loss_cls: 0.1923 loss_bbox: 0.3621 2022/11/14 05:54:37 - mmengine - INFO - Epoch(train) [13][3850/8541] lr: 2.5000e-04 eta: 18:13:45 time: 0.3176 data_time: 0.0128 memory: 7435 loss: 0.5933 loss_cls: 0.2143 loss_bbox: 0.3790 2022/11/14 05:54:53 - mmengine - INFO - Epoch(train) [13][3900/8541] lr: 2.5000e-04 eta: 18:13:29 time: 0.3261 data_time: 0.0127 memory: 8123 loss: 0.6243 loss_cls: 0.2292 loss_bbox: 0.3951 2022/11/14 05:55:09 - mmengine - INFO - Epoch(train) [13][3950/8541] lr: 2.5000e-04 eta: 18:13:12 time: 0.3242 data_time: 0.0118 memory: 8108 loss: 0.5860 loss_cls: 0.2121 loss_bbox: 0.3739 2022/11/14 05:55:26 - mmengine - INFO - Epoch(train) [13][4000/8541] lr: 2.5000e-04 eta: 18:12:55 time: 0.3231 data_time: 0.0119 memory: 7239 loss: 0.6118 loss_cls: 0.2290 loss_bbox: 0.3828 2022/11/14 05:55:42 - mmengine - INFO - Epoch(train) [13][4050/8541] lr: 2.5000e-04 eta: 18:12:39 time: 0.3229 data_time: 0.0125 memory: 7067 loss: 0.6584 loss_cls: 0.2610 loss_bbox: 0.3974 2022/11/14 05:55:58 - mmengine - INFO - Epoch(train) [13][4100/8541] lr: 2.5000e-04 eta: 18:12:22 time: 0.3177 data_time: 0.0121 memory: 7709 loss: 0.5831 loss_cls: 0.2145 loss_bbox: 0.3687 2022/11/14 05:56:14 - mmengine - INFO - Epoch(train) [13][4150/8541] lr: 2.5000e-04 eta: 18:12:05 time: 0.3264 data_time: 0.0126 memory: 7321 loss: 0.5925 loss_cls: 0.2101 loss_bbox: 0.3824 2022/11/14 05:56:30 - mmengine - INFO - Epoch(train) [13][4200/8541] lr: 2.5000e-04 eta: 18:11:49 time: 0.3279 data_time: 0.0119 memory: 8781 loss: 0.6084 loss_cls: 0.2171 loss_bbox: 0.3913 2022/11/14 05:56:47 - mmengine - INFO - Epoch(train) [13][4250/8541] lr: 2.5000e-04 eta: 18:11:32 time: 0.3221 data_time: 0.0127 memory: 7398 loss: 0.6216 loss_cls: 0.2309 loss_bbox: 0.3907 2022/11/14 05:57:03 - mmengine - INFO - Epoch(train) [13][4300/8541] lr: 2.5000e-04 eta: 18:11:16 time: 0.3194 data_time: 0.0132 memory: 7393 loss: 0.6071 loss_cls: 0.2297 loss_bbox: 0.3774 2022/11/14 05:57:19 - mmengine - INFO - Epoch(train) [13][4350/8541] lr: 2.5000e-04 eta: 18:10:59 time: 0.3255 data_time: 0.0132 memory: 7502 loss: 0.6166 loss_cls: 0.2277 loss_bbox: 0.3889 2022/11/14 05:57:35 - mmengine - INFO - Epoch(train) [13][4400/8541] lr: 2.5000e-04 eta: 18:10:43 time: 0.3262 data_time: 0.0124 memory: 7960 loss: 0.5834 loss_cls: 0.2097 loss_bbox: 0.3736 2022/11/14 05:57:51 - mmengine - INFO - Epoch(train) [13][4450/8541] lr: 2.5000e-04 eta: 18:10:26 time: 0.3194 data_time: 0.0128 memory: 7587 loss: 0.5990 loss_cls: 0.2210 loss_bbox: 0.3780 2022/11/14 05:58:07 - mmengine - INFO - Epoch(train) [13][4500/8541] lr: 2.5000e-04 eta: 18:10:09 time: 0.3232 data_time: 0.0128 memory: 7999 loss: 0.5749 loss_cls: 0.2018 loss_bbox: 0.3731 2022/11/14 05:58:10 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 05:58:24 - mmengine - INFO - Epoch(train) [13][4550/8541] lr: 2.5000e-04 eta: 18:09:53 time: 0.3269 data_time: 0.0130 memory: 7476 loss: 0.5650 loss_cls: 0.2035 loss_bbox: 0.3615 2022/11/14 05:58:40 - mmengine - INFO - Epoch(train) [13][4600/8541] lr: 2.5000e-04 eta: 18:09:36 time: 0.3239 data_time: 0.0131 memory: 7688 loss: 0.5614 loss_cls: 0.1893 loss_bbox: 0.3722 2022/11/14 05:58:56 - mmengine - INFO - Epoch(train) [13][4650/8541] lr: 2.5000e-04 eta: 18:09:20 time: 0.3256 data_time: 0.0132 memory: 8192 loss: 0.5824 loss_cls: 0.2035 loss_bbox: 0.3789 2022/11/14 05:59:13 - mmengine - INFO - Epoch(train) [13][4700/8541] lr: 2.5000e-04 eta: 18:09:04 time: 0.3267 data_time: 0.0132 memory: 8338 loss: 0.5514 loss_cls: 0.1917 loss_bbox: 0.3597 2022/11/14 05:59:29 - mmengine - INFO - Epoch(train) [13][4750/8541] lr: 2.5000e-04 eta: 18:08:47 time: 0.3192 data_time: 0.0130 memory: 8005 loss: 0.5832 loss_cls: 0.2079 loss_bbox: 0.3753 2022/11/14 05:59:45 - mmengine - INFO - Epoch(train) [13][4800/8541] lr: 2.5000e-04 eta: 18:08:30 time: 0.3230 data_time: 0.0131 memory: 7800 loss: 0.5938 loss_cls: 0.2147 loss_bbox: 0.3791 2022/11/14 06:00:01 - mmengine - INFO - Epoch(train) [13][4850/8541] lr: 2.5000e-04 eta: 18:08:14 time: 0.3253 data_time: 0.0130 memory: 8411 loss: 0.5566 loss_cls: 0.1888 loss_bbox: 0.3679 2022/11/14 06:00:17 - mmengine - INFO - Epoch(train) [13][4900/8541] lr: 2.5000e-04 eta: 18:07:57 time: 0.3190 data_time: 0.0131 memory: 6921 loss: 0.5562 loss_cls: 0.1987 loss_bbox: 0.3575 2022/11/14 06:00:33 - mmengine - INFO - Epoch(train) [13][4950/8541] lr: 2.5000e-04 eta: 18:07:40 time: 0.3197 data_time: 0.0126 memory: 7192 loss: 0.5710 loss_cls: 0.1985 loss_bbox: 0.3725 2022/11/14 06:00:49 - mmengine - INFO - Epoch(train) [13][5000/8541] lr: 2.5000e-04 eta: 18:07:24 time: 0.3259 data_time: 0.0124 memory: 7528 loss: 0.5785 loss_cls: 0.2019 loss_bbox: 0.3767 2022/11/14 06:01:06 - mmengine - INFO - Epoch(train) [13][5050/8541] lr: 2.5000e-04 eta: 18:07:07 time: 0.3226 data_time: 0.0119 memory: 7058 loss: 0.5704 loss_cls: 0.1976 loss_bbox: 0.3728 2022/11/14 06:01:22 - mmengine - INFO - Epoch(train) [13][5100/8541] lr: 2.5000e-04 eta: 18:06:50 time: 0.3195 data_time: 0.0128 memory: 7855 loss: 0.5662 loss_cls: 0.1983 loss_bbox: 0.3679 2022/11/14 06:01:38 - mmengine - INFO - Epoch(train) [13][5150/8541] lr: 2.5000e-04 eta: 18:06:34 time: 0.3286 data_time: 0.0127 memory: 6987 loss: 0.5966 loss_cls: 0.2149 loss_bbox: 0.3817 2022/11/14 06:01:54 - mmengine - INFO - Epoch(train) [13][5200/8541] lr: 2.5000e-04 eta: 18:06:17 time: 0.3231 data_time: 0.0126 memory: 7523 loss: 0.5432 loss_cls: 0.1842 loss_bbox: 0.3589 2022/11/14 06:02:11 - mmengine - INFO - Epoch(train) [13][5250/8541] lr: 2.5000e-04 eta: 18:06:01 time: 0.3259 data_time: 0.0129 memory: 8486 loss: 0.5904 loss_cls: 0.2074 loss_bbox: 0.3830 2022/11/14 06:02:27 - mmengine - INFO - Epoch(train) [13][5300/8541] lr: 2.5000e-04 eta: 18:05:45 time: 0.3251 data_time: 0.0125 memory: 7294 loss: 0.5816 loss_cls: 0.2066 loss_bbox: 0.3750 2022/11/14 06:02:43 - mmengine - INFO - Epoch(train) [13][5350/8541] lr: 2.5000e-04 eta: 18:05:28 time: 0.3274 data_time: 0.0124 memory: 7345 loss: 0.5762 loss_cls: 0.1979 loss_bbox: 0.3783 2022/11/14 06:02:59 - mmengine - INFO - Epoch(train) [13][5400/8541] lr: 2.5000e-04 eta: 18:05:11 time: 0.3194 data_time: 0.0130 memory: 7344 loss: 0.5822 loss_cls: 0.2127 loss_bbox: 0.3695 2022/11/14 06:03:15 - mmengine - INFO - Epoch(train) [13][5450/8541] lr: 2.5000e-04 eta: 18:04:54 time: 0.3160 data_time: 0.0126 memory: 7081 loss: 0.5879 loss_cls: 0.2094 loss_bbox: 0.3786 2022/11/14 06:03:31 - mmengine - INFO - Epoch(train) [13][5500/8541] lr: 2.5000e-04 eta: 18:04:38 time: 0.3235 data_time: 0.0125 memory: 8144 loss: 0.6139 loss_cls: 0.2298 loss_bbox: 0.3840 2022/11/14 06:03:34 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 06:03:48 - mmengine - INFO - Epoch(train) [13][5550/8541] lr: 2.5000e-04 eta: 18:04:22 time: 0.3340 data_time: 0.0127 memory: 8460 loss: 0.5824 loss_cls: 0.1985 loss_bbox: 0.3839 2022/11/14 06:04:05 - mmengine - INFO - Epoch(train) [13][5600/8541] lr: 2.5000e-04 eta: 18:04:06 time: 0.3291 data_time: 0.0127 memory: 7364 loss: 0.6081 loss_cls: 0.2123 loss_bbox: 0.3957 2022/11/14 06:04:20 - mmengine - INFO - Epoch(train) [13][5650/8541] lr: 2.5000e-04 eta: 18:03:49 time: 0.3150 data_time: 0.0127 memory: 6966 loss: 0.5683 loss_cls: 0.2015 loss_bbox: 0.3667 2022/11/14 06:04:36 - mmengine - INFO - Epoch(train) [13][5700/8541] lr: 2.5000e-04 eta: 18:03:31 time: 0.3150 data_time: 0.0131 memory: 6823 loss: 0.6074 loss_cls: 0.2272 loss_bbox: 0.3802 2022/11/14 06:04:52 - mmengine - INFO - Epoch(train) [13][5750/8541] lr: 2.5000e-04 eta: 18:03:15 time: 0.3238 data_time: 0.0129 memory: 7535 loss: 0.5668 loss_cls: 0.1979 loss_bbox: 0.3689 2022/11/14 06:05:08 - mmengine - INFO - Epoch(train) [13][5800/8541] lr: 2.5000e-04 eta: 18:02:58 time: 0.3232 data_time: 0.0124 memory: 7906 loss: 0.5803 loss_cls: 0.2131 loss_bbox: 0.3672 2022/11/14 06:05:24 - mmengine - INFO - Epoch(train) [13][5850/8541] lr: 2.5000e-04 eta: 18:02:41 time: 0.3167 data_time: 0.0131 memory: 6844 loss: 0.6145 loss_cls: 0.2353 loss_bbox: 0.3792 2022/11/14 06:05:40 - mmengine - INFO - Epoch(train) [13][5900/8541] lr: 2.5000e-04 eta: 18:02:24 time: 0.3206 data_time: 0.0131 memory: 7765 loss: 0.6174 loss_cls: 0.2329 loss_bbox: 0.3845 2022/11/14 06:05:57 - mmengine - INFO - Epoch(train) [13][5950/8541] lr: 2.5000e-04 eta: 18:02:08 time: 0.3240 data_time: 0.0130 memory: 7413 loss: 0.5813 loss_cls: 0.2072 loss_bbox: 0.3741 2022/11/14 06:06:13 - mmengine - INFO - Epoch(train) [13][6000/8541] lr: 2.5000e-04 eta: 18:01:51 time: 0.3213 data_time: 0.0127 memory: 7223 loss: 0.5957 loss_cls: 0.2069 loss_bbox: 0.3888 2022/11/14 06:06:29 - mmengine - INFO - Epoch(train) [13][6050/8541] lr: 2.5000e-04 eta: 18:01:34 time: 0.3185 data_time: 0.0128 memory: 7310 loss: 0.5870 loss_cls: 0.2233 loss_bbox: 0.3637 2022/11/14 06:06:45 - mmengine - INFO - Epoch(train) [13][6100/8541] lr: 2.5000e-04 eta: 18:01:17 time: 0.3220 data_time: 0.0130 memory: 7076 loss: 0.5582 loss_cls: 0.1928 loss_bbox: 0.3654 2022/11/14 06:07:02 - mmengine - INFO - Epoch(train) [13][6150/8541] lr: 2.5000e-04 eta: 18:01:02 time: 0.3357 data_time: 0.0124 memory: 9050 loss: 0.5693 loss_cls: 0.1965 loss_bbox: 0.3728 2022/11/14 06:07:18 - mmengine - INFO - Epoch(train) [13][6200/8541] lr: 2.5000e-04 eta: 18:00:45 time: 0.3226 data_time: 0.0139 memory: 7240 loss: 0.5986 loss_cls: 0.2189 loss_bbox: 0.3797 2022/11/14 06:07:34 - mmengine - INFO - Epoch(train) [13][6250/8541] lr: 2.5000e-04 eta: 18:00:29 time: 0.3237 data_time: 0.0126 memory: 8409 loss: 0.5819 loss_cls: 0.2071 loss_bbox: 0.3748 2022/11/14 06:07:50 - mmengine - INFO - Epoch(train) [13][6300/8541] lr: 2.5000e-04 eta: 18:00:12 time: 0.3250 data_time: 0.0128 memory: 7450 loss: 0.6027 loss_cls: 0.2159 loss_bbox: 0.3868 2022/11/14 06:08:07 - mmengine - INFO - Epoch(train) [13][6350/8541] lr: 2.5000e-04 eta: 17:59:56 time: 0.3330 data_time: 0.0130 memory: 8923 loss: 0.5749 loss_cls: 0.2054 loss_bbox: 0.3695 2022/11/14 06:08:23 - mmengine - INFO - Epoch(train) [13][6400/8541] lr: 2.5000e-04 eta: 17:59:40 time: 0.3231 data_time: 0.0126 memory: 7516 loss: 0.6528 loss_cls: 0.2610 loss_bbox: 0.3918 2022/11/14 06:08:39 - mmengine - INFO - Epoch(train) [13][6450/8541] lr: 2.5000e-04 eta: 17:59:23 time: 0.3240 data_time: 0.0125 memory: 7082 loss: 0.5919 loss_cls: 0.2155 loss_bbox: 0.3764 2022/11/14 06:08:56 - mmengine - INFO - Epoch(train) [13][6500/8541] lr: 2.5000e-04 eta: 17:59:08 time: 0.3327 data_time: 0.0122 memory: 8785 loss: 0.5757 loss_cls: 0.2033 loss_bbox: 0.3724 2022/11/14 06:08:59 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 06:09:13 - mmengine - INFO - Epoch(train) [13][6550/8541] lr: 2.5000e-04 eta: 17:58:52 time: 0.3295 data_time: 0.0126 memory: 7780 loss: 0.5454 loss_cls: 0.1812 loss_bbox: 0.3642 2022/11/14 06:09:29 - mmengine - INFO - Epoch(train) [13][6600/8541] lr: 2.5000e-04 eta: 17:58:35 time: 0.3198 data_time: 0.0127 memory: 7260 loss: 0.5794 loss_cls: 0.2077 loss_bbox: 0.3718 2022/11/14 06:09:45 - mmengine - INFO - Epoch(train) [13][6650/8541] lr: 2.5000e-04 eta: 17:58:18 time: 0.3233 data_time: 0.0127 memory: 7087 loss: 0.5804 loss_cls: 0.2121 loss_bbox: 0.3683 2022/11/14 06:10:01 - mmengine - INFO - Epoch(train) [13][6700/8541] lr: 2.5000e-04 eta: 17:58:01 time: 0.3229 data_time: 0.0125 memory: 7289 loss: 0.5830 loss_cls: 0.2105 loss_bbox: 0.3725 2022/11/14 06:10:17 - mmengine - INFO - Epoch(train) [13][6750/8541] lr: 2.5000e-04 eta: 17:57:45 time: 0.3223 data_time: 0.0128 memory: 7034 loss: 0.5864 loss_cls: 0.2190 loss_bbox: 0.3673 2022/11/14 06:10:33 - mmengine - INFO - Epoch(train) [13][6800/8541] lr: 2.5000e-04 eta: 17:57:28 time: 0.3255 data_time: 0.0127 memory: 7493 loss: 0.6217 loss_cls: 0.2325 loss_bbox: 0.3892 2022/11/14 06:10:50 - mmengine - INFO - Epoch(train) [13][6850/8541] lr: 2.5000e-04 eta: 17:57:12 time: 0.3250 data_time: 0.0124 memory: 7021 loss: 0.6227 loss_cls: 0.2308 loss_bbox: 0.3919 2022/11/14 06:11:06 - mmengine - INFO - Epoch(train) [13][6900/8541] lr: 2.5000e-04 eta: 17:56:56 time: 0.3259 data_time: 0.0127 memory: 7167 loss: 0.5758 loss_cls: 0.2001 loss_bbox: 0.3757 2022/11/14 06:11:22 - mmengine - INFO - Epoch(train) [13][6950/8541] lr: 2.5000e-04 eta: 17:56:39 time: 0.3266 data_time: 0.0126 memory: 7587 loss: 0.5816 loss_cls: 0.2052 loss_bbox: 0.3765 2022/11/14 06:11:39 - mmengine - INFO - Epoch(train) [13][7000/8541] lr: 2.5000e-04 eta: 17:56:23 time: 0.3243 data_time: 0.0132 memory: 7952 loss: 0.5945 loss_cls: 0.2143 loss_bbox: 0.3803 2022/11/14 06:11:55 - mmengine - INFO - Epoch(train) [13][7050/8541] lr: 2.5000e-04 eta: 17:56:07 time: 0.3307 data_time: 0.0128 memory: 8420 loss: 0.5864 loss_cls: 0.2075 loss_bbox: 0.3789 2022/11/14 06:12:12 - mmengine - INFO - Epoch(train) [13][7100/8541] lr: 2.5000e-04 eta: 17:55:51 time: 0.3275 data_time: 0.0121 memory: 7165 loss: 0.5723 loss_cls: 0.1969 loss_bbox: 0.3753 2022/11/14 06:12:28 - mmengine - INFO - Epoch(train) [13][7150/8541] lr: 2.5000e-04 eta: 17:55:35 time: 0.3268 data_time: 0.0128 memory: 8512 loss: 0.5470 loss_cls: 0.1966 loss_bbox: 0.3505 2022/11/14 06:12:44 - mmengine - INFO - Epoch(train) [13][7200/8541] lr: 2.5000e-04 eta: 17:55:17 time: 0.3142 data_time: 0.0128 memory: 6805 loss: 0.6148 loss_cls: 0.2260 loss_bbox: 0.3888 2022/11/14 06:13:00 - mmengine - INFO - Epoch(train) [13][7250/8541] lr: 2.5000e-04 eta: 17:55:00 time: 0.3211 data_time: 0.0124 memory: 7323 loss: 0.5971 loss_cls: 0.2131 loss_bbox: 0.3840 2022/11/14 06:13:16 - mmengine - INFO - Epoch(train) [13][7300/8541] lr: 2.5000e-04 eta: 17:54:45 time: 0.3350 data_time: 0.0131 memory: 8690 loss: 0.5706 loss_cls: 0.1986 loss_bbox: 0.3720 2022/11/14 06:13:33 - mmengine - INFO - Epoch(train) [13][7350/8541] lr: 2.5000e-04 eta: 17:54:29 time: 0.3295 data_time: 0.0127 memory: 8071 loss: 0.6030 loss_cls: 0.2185 loss_bbox: 0.3844 2022/11/14 06:13:49 - mmengine - INFO - Epoch(train) [13][7400/8541] lr: 2.5000e-04 eta: 17:54:12 time: 0.3195 data_time: 0.0127 memory: 7238 loss: 0.5831 loss_cls: 0.2052 loss_bbox: 0.3779 2022/11/14 06:14:06 - mmengine - INFO - Epoch(train) [13][7450/8541] lr: 2.5000e-04 eta: 17:53:56 time: 0.3300 data_time: 0.0127 memory: 7517 loss: 0.5787 loss_cls: 0.2074 loss_bbox: 0.3714 2022/11/14 06:14:22 - mmengine - INFO - Epoch(train) [13][7500/8541] lr: 2.5000e-04 eta: 17:53:40 time: 0.3252 data_time: 0.0126 memory: 7795 loss: 0.5472 loss_cls: 0.1901 loss_bbox: 0.3571 2022/11/14 06:14:24 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 06:14:38 - mmengine - INFO - Epoch(train) [13][7550/8541] lr: 2.5000e-04 eta: 17:53:23 time: 0.3206 data_time: 0.0121 memory: 7567 loss: 0.5890 loss_cls: 0.2127 loss_bbox: 0.3763 2022/11/14 06:14:54 - mmengine - INFO - Epoch(train) [13][7600/8541] lr: 2.5000e-04 eta: 17:53:06 time: 0.3232 data_time: 0.0125 memory: 7809 loss: 0.5941 loss_cls: 0.2223 loss_bbox: 0.3718 2022/11/14 06:15:10 - mmengine - INFO - Epoch(train) [13][7650/8541] lr: 2.5000e-04 eta: 17:52:50 time: 0.3277 data_time: 0.0125 memory: 8498 loss: 0.5783 loss_cls: 0.2035 loss_bbox: 0.3748 2022/11/14 06:15:27 - mmengine - INFO - Epoch(train) [13][7700/8541] lr: 2.5000e-04 eta: 17:52:33 time: 0.3205 data_time: 0.0132 memory: 7116 loss: 0.6271 loss_cls: 0.2332 loss_bbox: 0.3940 2022/11/14 06:15:43 - mmengine - INFO - Epoch(train) [13][7750/8541] lr: 2.5000e-04 eta: 17:52:17 time: 0.3226 data_time: 0.0131 memory: 7414 loss: 0.6127 loss_cls: 0.2299 loss_bbox: 0.3828 2022/11/14 06:15:59 - mmengine - INFO - Epoch(train) [13][7800/8541] lr: 2.5000e-04 eta: 17:52:00 time: 0.3260 data_time: 0.0130 memory: 7485 loss: 0.5581 loss_cls: 0.1949 loss_bbox: 0.3632 2022/11/14 06:16:15 - mmengine - INFO - Epoch(train) [13][7850/8541] lr: 2.5000e-04 eta: 17:51:44 time: 0.3228 data_time: 0.0126 memory: 7187 loss: 0.5823 loss_cls: 0.2110 loss_bbox: 0.3714 2022/11/14 06:16:32 - mmengine - INFO - Epoch(train) [13][7900/8541] lr: 2.5000e-04 eta: 17:51:27 time: 0.3264 data_time: 0.0127 memory: 8856 loss: 0.5994 loss_cls: 0.2182 loss_bbox: 0.3812 2022/11/14 06:16:48 - mmengine - INFO - Epoch(train) [13][7950/8541] lr: 2.5000e-04 eta: 17:51:11 time: 0.3213 data_time: 0.0128 memory: 6955 loss: 0.5783 loss_cls: 0.2112 loss_bbox: 0.3670 2022/11/14 06:17:04 - mmengine - INFO - Epoch(train) [13][8000/8541] lr: 2.5000e-04 eta: 17:50:54 time: 0.3270 data_time: 0.0127 memory: 7211 loss: 0.6105 loss_cls: 0.2155 loss_bbox: 0.3950 2022/11/14 06:17:20 - mmengine - INFO - Epoch(train) [13][8050/8541] lr: 2.5000e-04 eta: 17:50:38 time: 0.3231 data_time: 0.0128 memory: 7656 loss: 0.5994 loss_cls: 0.2211 loss_bbox: 0.3783 2022/11/14 06:17:36 - mmengine - INFO - Epoch(train) [13][8100/8541] lr: 2.5000e-04 eta: 17:50:21 time: 0.3174 data_time: 0.0125 memory: 7247 loss: 0.5961 loss_cls: 0.2188 loss_bbox: 0.3773 2022/11/14 06:17:52 - mmengine - INFO - Epoch(train) [13][8150/8541] lr: 2.5000e-04 eta: 17:50:04 time: 0.3266 data_time: 0.0126 memory: 7139 loss: 0.5955 loss_cls: 0.2181 loss_bbox: 0.3775 2022/11/14 06:18:09 - mmengine - INFO - Epoch(train) [13][8200/8541] lr: 2.5000e-04 eta: 17:49:48 time: 0.3239 data_time: 0.0125 memory: 7262 loss: 0.5579 loss_cls: 0.1915 loss_bbox: 0.3665 2022/11/14 06:18:25 - mmengine - INFO - Epoch(train) [13][8250/8541] lr: 2.5000e-04 eta: 17:49:32 time: 0.3299 data_time: 0.0131 memory: 8950 loss: 0.5720 loss_cls: 0.1913 loss_bbox: 0.3807 2022/11/14 06:18:41 - mmengine - INFO - Epoch(train) [13][8300/8541] lr: 2.5000e-04 eta: 17:49:15 time: 0.3200 data_time: 0.0132 memory: 8900 loss: 0.6329 loss_cls: 0.2401 loss_bbox: 0.3928 2022/11/14 06:18:58 - mmengine - INFO - Epoch(train) [13][8350/8541] lr: 2.5000e-04 eta: 17:48:59 time: 0.3265 data_time: 0.0127 memory: 7038 loss: 0.5939 loss_cls: 0.2182 loss_bbox: 0.3757 2022/11/14 06:19:14 - mmengine - INFO - Epoch(train) [13][8400/8541] lr: 2.5000e-04 eta: 17:48:42 time: 0.3223 data_time: 0.0124 memory: 8330 loss: 0.5927 loss_cls: 0.2172 loss_bbox: 0.3755 2022/11/14 06:19:30 - mmengine - INFO - Epoch(train) [13][8450/8541] lr: 2.5000e-04 eta: 17:48:26 time: 0.3271 data_time: 0.0126 memory: 8304 loss: 0.5966 loss_cls: 0.2088 loss_bbox: 0.3878 2022/11/14 06:19:46 - mmengine - INFO - Epoch(train) [13][8500/8541] lr: 2.5000e-04 eta: 17:48:09 time: 0.3209 data_time: 0.0126 memory: 7279 loss: 0.5585 loss_cls: 0.1992 loss_bbox: 0.3594 2022/11/14 06:19:49 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 06:19:59 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 06:20:16 - mmengine - INFO - Epoch(train) [14][50/8541] lr: 2.5000e-04 eta: 17:47:40 time: 0.3377 data_time: 0.0225 memory: 7714 loss: 0.6164 loss_cls: 0.2248 loss_bbox: 0.3916 2022/11/14 06:20:32 - mmengine - INFO - Epoch(train) [14][100/8541] lr: 2.5000e-04 eta: 17:47:23 time: 0.3215 data_time: 0.0130 memory: 7216 loss: 0.5659 loss_cls: 0.2017 loss_bbox: 0.3641 2022/11/14 06:20:49 - mmengine - INFO - Epoch(train) [14][150/8541] lr: 2.5000e-04 eta: 17:47:07 time: 0.3282 data_time: 0.0132 memory: 7766 loss: 0.5792 loss_cls: 0.2016 loss_bbox: 0.3776 2022/11/14 06:21:06 - mmengine - INFO - Epoch(train) [14][200/8541] lr: 2.5000e-04 eta: 17:46:52 time: 0.3346 data_time: 0.0129 memory: 8112 loss: 0.5692 loss_cls: 0.1883 loss_bbox: 0.3809 2022/11/14 06:21:22 - mmengine - INFO - Epoch(train) [14][250/8541] lr: 2.5000e-04 eta: 17:46:35 time: 0.3244 data_time: 0.0123 memory: 7207 loss: 0.5839 loss_cls: 0.2078 loss_bbox: 0.3761 2022/11/14 06:21:38 - mmengine - INFO - Epoch(train) [14][300/8541] lr: 2.5000e-04 eta: 17:46:18 time: 0.3218 data_time: 0.0129 memory: 9029 loss: 0.6070 loss_cls: 0.2273 loss_bbox: 0.3797 2022/11/14 06:21:54 - mmengine - INFO - Epoch(train) [14][350/8541] lr: 2.5000e-04 eta: 17:46:02 time: 0.3232 data_time: 0.0128 memory: 8355 loss: 0.5840 loss_cls: 0.2080 loss_bbox: 0.3760 2022/11/14 06:22:11 - mmengine - INFO - Epoch(train) [14][400/8541] lr: 2.5000e-04 eta: 17:45:46 time: 0.3310 data_time: 0.0130 memory: 8095 loss: 0.6149 loss_cls: 0.2220 loss_bbox: 0.3930 2022/11/14 06:22:27 - mmengine - INFO - Epoch(train) [14][450/8541] lr: 2.5000e-04 eta: 17:45:30 time: 0.3258 data_time: 0.0123 memory: 7135 loss: 0.5513 loss_cls: 0.1909 loss_bbox: 0.3604 2022/11/14 06:22:43 - mmengine - INFO - Epoch(train) [14][500/8541] lr: 2.5000e-04 eta: 17:45:14 time: 0.3284 data_time: 0.0126 memory: 8191 loss: 0.5384 loss_cls: 0.1866 loss_bbox: 0.3518 2022/11/14 06:23:00 - mmengine - INFO - Epoch(train) [14][550/8541] lr: 2.5000e-04 eta: 17:44:58 time: 0.3379 data_time: 0.0130 memory: 10537 loss: 0.5652 loss_cls: 0.1939 loss_bbox: 0.3713 2022/11/14 06:23:17 - mmengine - INFO - Epoch(train) [14][600/8541] lr: 2.5000e-04 eta: 17:44:42 time: 0.3287 data_time: 0.0123 memory: 7732 loss: 0.5604 loss_cls: 0.1941 loss_bbox: 0.3662 2022/11/14 06:23:33 - mmengine - INFO - Epoch(train) [14][650/8541] lr: 2.5000e-04 eta: 17:44:26 time: 0.3264 data_time: 0.0123 memory: 7439 loss: 0.5827 loss_cls: 0.2079 loss_bbox: 0.3748 2022/11/14 06:23:49 - mmengine - INFO - Epoch(train) [14][700/8541] lr: 2.5000e-04 eta: 17:44:09 time: 0.3204 data_time: 0.0129 memory: 7412 loss: 0.5943 loss_cls: 0.2213 loss_bbox: 0.3730 2022/11/14 06:24:05 - mmengine - INFO - Epoch(train) [14][750/8541] lr: 2.5000e-04 eta: 17:43:52 time: 0.3221 data_time: 0.0133 memory: 6979 loss: 0.5675 loss_cls: 0.2066 loss_bbox: 0.3609 2022/11/14 06:24:22 - mmengine - INFO - Epoch(train) [14][800/8541] lr: 2.5000e-04 eta: 17:43:36 time: 0.3263 data_time: 0.0121 memory: 7811 loss: 0.5604 loss_cls: 0.1943 loss_bbox: 0.3661 2022/11/14 06:24:38 - mmengine - INFO - Epoch(train) [14][850/8541] lr: 2.5000e-04 eta: 17:43:19 time: 0.3213 data_time: 0.0126 memory: 7753 loss: 0.5592 loss_cls: 0.1884 loss_bbox: 0.3708 2022/11/14 06:24:54 - mmengine - INFO - Epoch(train) [14][900/8541] lr: 2.5000e-04 eta: 17:43:03 time: 0.3260 data_time: 0.0122 memory: 6966 loss: 0.5622 loss_cls: 0.1990 loss_bbox: 0.3632 2022/11/14 06:25:11 - mmengine - INFO - Epoch(train) [14][950/8541] lr: 2.5000e-04 eta: 17:42:47 time: 0.3278 data_time: 0.0122 memory: 9571 loss: 0.5555 loss_cls: 0.1984 loss_bbox: 0.3571 2022/11/14 06:25:16 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 06:25:27 - mmengine - INFO - Epoch(train) [14][1000/8541] lr: 2.5000e-04 eta: 17:42:30 time: 0.3182 data_time: 0.0125 memory: 7346 loss: 0.5897 loss_cls: 0.2191 loss_bbox: 0.3706 2022/11/14 06:25:43 - mmengine - INFO - Epoch(train) [14][1050/8541] lr: 2.5000e-04 eta: 17:42:13 time: 0.3239 data_time: 0.0126 memory: 7165 loss: 0.5895 loss_cls: 0.2056 loss_bbox: 0.3839 2022/11/14 06:25:59 - mmengine - INFO - Epoch(train) [14][1100/8541] lr: 2.5000e-04 eta: 17:41:57 time: 0.3234 data_time: 0.0126 memory: 6963 loss: 0.5899 loss_cls: 0.2143 loss_bbox: 0.3756 2022/11/14 06:26:15 - mmengine - INFO - Epoch(train) [14][1150/8541] lr: 2.5000e-04 eta: 17:41:40 time: 0.3206 data_time: 0.0125 memory: 6837 loss: 0.5811 loss_cls: 0.2100 loss_bbox: 0.3712 2022/11/14 06:26:31 - mmengine - INFO - Epoch(train) [14][1200/8541] lr: 2.5000e-04 eta: 17:41:24 time: 0.3268 data_time: 0.0128 memory: 8112 loss: 0.5894 loss_cls: 0.2035 loss_bbox: 0.3859 2022/11/14 06:26:48 - mmengine - INFO - Epoch(train) [14][1250/8541] lr: 2.5000e-04 eta: 17:41:07 time: 0.3229 data_time: 0.0122 memory: 8349 loss: 0.5718 loss_cls: 0.1987 loss_bbox: 0.3732 2022/11/14 06:27:04 - mmengine - INFO - Epoch(train) [14][1300/8541] lr: 2.5000e-04 eta: 17:40:51 time: 0.3293 data_time: 0.0129 memory: 8388 loss: 0.5727 loss_cls: 0.2059 loss_bbox: 0.3668 2022/11/14 06:27:20 - mmengine - INFO - Epoch(train) [14][1350/8541] lr: 2.5000e-04 eta: 17:40:35 time: 0.3243 data_time: 0.0125 memory: 7302 loss: 0.5849 loss_cls: 0.2077 loss_bbox: 0.3773 2022/11/14 06:27:36 - mmengine - INFO - Epoch(train) [14][1400/8541] lr: 2.5000e-04 eta: 17:40:18 time: 0.3204 data_time: 0.0130 memory: 6890 loss: 0.5490 loss_cls: 0.1936 loss_bbox: 0.3554 2022/11/14 06:27:53 - mmengine - INFO - Epoch(train) [14][1450/8541] lr: 2.5000e-04 eta: 17:40:02 time: 0.3269 data_time: 0.0126 memory: 7186 loss: 0.5764 loss_cls: 0.2054 loss_bbox: 0.3709 2022/11/14 06:28:09 - mmengine - INFO - Epoch(train) [14][1500/8541] lr: 2.5000e-04 eta: 17:39:46 time: 0.3352 data_time: 0.0121 memory: 8740 loss: 0.5785 loss_cls: 0.2026 loss_bbox: 0.3759 2022/11/14 06:28:26 - mmengine - INFO - Epoch(train) [14][1550/8541] lr: 2.5000e-04 eta: 17:39:30 time: 0.3309 data_time: 0.0128 memory: 7807 loss: 0.5765 loss_cls: 0.2074 loss_bbox: 0.3691 2022/11/14 06:28:42 - mmengine - INFO - Epoch(train) [14][1600/8541] lr: 2.5000e-04 eta: 17:39:14 time: 0.3266 data_time: 0.0129 memory: 7206 loss: 0.5914 loss_cls: 0.2121 loss_bbox: 0.3793 2022/11/14 06:28:59 - mmengine - INFO - Epoch(train) [14][1650/8541] lr: 2.5000e-04 eta: 17:38:57 time: 0.3240 data_time: 0.0125 memory: 9041 loss: 0.6004 loss_cls: 0.2189 loss_bbox: 0.3815 2022/11/14 06:29:15 - mmengine - INFO - Epoch(train) [14][1700/8541] lr: 2.5000e-04 eta: 17:38:41 time: 0.3255 data_time: 0.0134 memory: 7225 loss: 0.6088 loss_cls: 0.2276 loss_bbox: 0.3812 2022/11/14 06:29:31 - mmengine - INFO - Epoch(train) [14][1750/8541] lr: 2.5000e-04 eta: 17:38:24 time: 0.3196 data_time: 0.0133 memory: 7281 loss: 0.5965 loss_cls: 0.2239 loss_bbox: 0.3726 2022/11/14 06:29:47 - mmengine - INFO - Epoch(train) [14][1800/8541] lr: 2.5000e-04 eta: 17:38:08 time: 0.3247 data_time: 0.0132 memory: 6998 loss: 0.5846 loss_cls: 0.2094 loss_bbox: 0.3752 2022/11/14 06:30:03 - mmengine - INFO - Epoch(train) [14][1850/8541] lr: 2.5000e-04 eta: 17:37:51 time: 0.3194 data_time: 0.0124 memory: 7168 loss: 0.5882 loss_cls: 0.2152 loss_bbox: 0.3730 2022/11/14 06:30:19 - mmengine - INFO - Epoch(train) [14][1900/8541] lr: 2.5000e-04 eta: 17:37:34 time: 0.3249 data_time: 0.0126 memory: 7042 loss: 0.5680 loss_cls: 0.1983 loss_bbox: 0.3697 2022/11/14 06:30:36 - mmengine - INFO - Epoch(train) [14][1950/8541] lr: 2.5000e-04 eta: 17:37:19 time: 0.3327 data_time: 0.0128 memory: 7836 loss: 0.5937 loss_cls: 0.2031 loss_bbox: 0.3906 2022/11/14 06:30:42 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 06:30:52 - mmengine - INFO - Epoch(train) [14][2000/8541] lr: 2.5000e-04 eta: 17:37:02 time: 0.3216 data_time: 0.0129 memory: 7188 loss: 0.5571 loss_cls: 0.1922 loss_bbox: 0.3649 2022/11/14 06:31:08 - mmengine - INFO - Epoch(train) [14][2050/8541] lr: 2.5000e-04 eta: 17:36:45 time: 0.3239 data_time: 0.0130 memory: 6936 loss: 0.5579 loss_cls: 0.1923 loss_bbox: 0.3656 2022/11/14 06:31:25 - mmengine - INFO - Epoch(train) [14][2100/8541] lr: 2.5000e-04 eta: 17:36:29 time: 0.3206 data_time: 0.0132 memory: 8104 loss: 0.5614 loss_cls: 0.1992 loss_bbox: 0.3623 2022/11/14 06:31:41 - mmengine - INFO - Epoch(train) [14][2150/8541] lr: 2.5000e-04 eta: 17:36:12 time: 0.3218 data_time: 0.0126 memory: 7806 loss: 0.5938 loss_cls: 0.2328 loss_bbox: 0.3610 2022/11/14 06:31:57 - mmengine - INFO - Epoch(train) [14][2200/8541] lr: 2.5000e-04 eta: 17:35:55 time: 0.3212 data_time: 0.0127 memory: 8288 loss: 0.6149 loss_cls: 0.2306 loss_bbox: 0.3843 2022/11/14 06:32:13 - mmengine - INFO - Epoch(train) [14][2250/8541] lr: 2.5000e-04 eta: 17:35:38 time: 0.3202 data_time: 0.0131 memory: 7462 loss: 0.5845 loss_cls: 0.2116 loss_bbox: 0.3729 2022/11/14 06:32:29 - mmengine - INFO - Epoch(train) [14][2300/8541] lr: 2.5000e-04 eta: 17:35:22 time: 0.3268 data_time: 0.0128 memory: 8221 loss: 0.6062 loss_cls: 0.2266 loss_bbox: 0.3796 2022/11/14 06:32:46 - mmengine - INFO - Epoch(train) [14][2350/8541] lr: 2.5000e-04 eta: 17:35:06 time: 0.3271 data_time: 0.0131 memory: 7909 loss: 0.5969 loss_cls: 0.2175 loss_bbox: 0.3794 2022/11/14 06:33:02 - mmengine - INFO - Epoch(train) [14][2400/8541] lr: 2.5000e-04 eta: 17:34:50 time: 0.3252 data_time: 0.0124 memory: 7539 loss: 0.6116 loss_cls: 0.2208 loss_bbox: 0.3909 2022/11/14 06:33:18 - mmengine - INFO - Epoch(train) [14][2450/8541] lr: 2.5000e-04 eta: 17:34:33 time: 0.3287 data_time: 0.0125 memory: 7601 loss: 0.6027 loss_cls: 0.2260 loss_bbox: 0.3767 2022/11/14 06:33:34 - mmengine - INFO - Epoch(train) [14][2500/8541] lr: 2.5000e-04 eta: 17:34:17 time: 0.3212 data_time: 0.0127 memory: 7489 loss: 0.5643 loss_cls: 0.1969 loss_bbox: 0.3675 2022/11/14 06:33:50 - mmengine - INFO - Epoch(train) [14][2550/8541] lr: 2.5000e-04 eta: 17:34:00 time: 0.3204 data_time: 0.0132 memory: 7404 loss: 0.5523 loss_cls: 0.1952 loss_bbox: 0.3570 2022/11/14 06:34:07 - mmengine - INFO - Epoch(train) [14][2600/8541] lr: 2.5000e-04 eta: 17:33:43 time: 0.3235 data_time: 0.0128 memory: 7182 loss: 0.5723 loss_cls: 0.2067 loss_bbox: 0.3656 2022/11/14 06:34:23 - mmengine - INFO - Epoch(train) [14][2650/8541] lr: 2.5000e-04 eta: 17:33:27 time: 0.3250 data_time: 0.0126 memory: 7218 loss: 0.5971 loss_cls: 0.2189 loss_bbox: 0.3782 2022/11/14 06:34:39 - mmengine - INFO - Epoch(train) [14][2700/8541] lr: 2.5000e-04 eta: 17:33:10 time: 0.3193 data_time: 0.0132 memory: 6896 loss: 0.5890 loss_cls: 0.2196 loss_bbox: 0.3694 2022/11/14 06:34:55 - mmengine - INFO - Epoch(train) [14][2750/8541] lr: 2.5000e-04 eta: 17:32:53 time: 0.3225 data_time: 0.0127 memory: 7145 loss: 0.5942 loss_cls: 0.2118 loss_bbox: 0.3824 2022/11/14 06:35:11 - mmengine - INFO - Epoch(train) [14][2800/8541] lr: 2.5000e-04 eta: 17:32:37 time: 0.3270 data_time: 0.0126 memory: 7464 loss: 0.5762 loss_cls: 0.2054 loss_bbox: 0.3708 2022/11/14 06:35:28 - mmengine - INFO - Epoch(train) [14][2850/8541] lr: 2.5000e-04 eta: 17:32:21 time: 0.3297 data_time: 0.0124 memory: 8537 loss: 0.5844 loss_cls: 0.2117 loss_bbox: 0.3727 2022/11/14 06:35:44 - mmengine - INFO - Epoch(train) [14][2900/8541] lr: 2.5000e-04 eta: 17:32:05 time: 0.3246 data_time: 0.0129 memory: 7457 loss: 0.5915 loss_cls: 0.2130 loss_bbox: 0.3785 2022/11/14 06:36:00 - mmengine - INFO - Epoch(train) [14][2950/8541] lr: 2.5000e-04 eta: 17:31:48 time: 0.3152 data_time: 0.0126 memory: 6829 loss: 0.6001 loss_cls: 0.2194 loss_bbox: 0.3807 2022/11/14 06:36:05 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 06:36:16 - mmengine - INFO - Epoch(train) [14][3000/8541] lr: 2.5000e-04 eta: 17:31:31 time: 0.3200 data_time: 0.0133 memory: 8857 loss: 0.6068 loss_cls: 0.2209 loss_bbox: 0.3859 2022/11/14 06:36:32 - mmengine - INFO - Epoch(train) [14][3050/8541] lr: 2.5000e-04 eta: 17:31:14 time: 0.3235 data_time: 0.0136 memory: 7567 loss: 0.5771 loss_cls: 0.2067 loss_bbox: 0.3704 2022/11/14 06:36:49 - mmengine - INFO - Epoch(train) [14][3100/8541] lr: 2.5000e-04 eta: 17:30:58 time: 0.3282 data_time: 0.0128 memory: 7027 loss: 0.5595 loss_cls: 0.1931 loss_bbox: 0.3664 2022/11/14 06:37:05 - mmengine - INFO - Epoch(train) [14][3150/8541] lr: 2.5000e-04 eta: 17:30:42 time: 0.3287 data_time: 0.0128 memory: 7818 loss: 0.5658 loss_cls: 0.1964 loss_bbox: 0.3693 2022/11/14 06:37:21 - mmengine - INFO - Epoch(train) [14][3200/8541] lr: 2.5000e-04 eta: 17:30:26 time: 0.3260 data_time: 0.0126 memory: 8075 loss: 0.5894 loss_cls: 0.2085 loss_bbox: 0.3809 2022/11/14 06:37:38 - mmengine - INFO - Epoch(train) [14][3250/8541] lr: 2.5000e-04 eta: 17:30:09 time: 0.3208 data_time: 0.0129 memory: 6997 loss: 0.5619 loss_cls: 0.1969 loss_bbox: 0.3650 2022/11/14 06:37:54 - mmengine - INFO - Epoch(train) [14][3300/8541] lr: 2.5000e-04 eta: 17:29:53 time: 0.3297 data_time: 0.0127 memory: 7116 loss: 0.5718 loss_cls: 0.1978 loss_bbox: 0.3740 2022/11/14 06:38:10 - mmengine - INFO - Epoch(train) [14][3350/8541] lr: 2.5000e-04 eta: 17:29:37 time: 0.3270 data_time: 0.0129 memory: 8157 loss: 0.5927 loss_cls: 0.2209 loss_bbox: 0.3718 2022/11/14 06:38:27 - mmengine - INFO - Epoch(train) [14][3400/8541] lr: 2.5000e-04 eta: 17:29:20 time: 0.3261 data_time: 0.0131 memory: 7418 loss: 0.5947 loss_cls: 0.2217 loss_bbox: 0.3730 2022/11/14 06:38:43 - mmengine - INFO - Epoch(train) [14][3450/8541] lr: 2.5000e-04 eta: 17:29:04 time: 0.3206 data_time: 0.0129 memory: 7076 loss: 0.6066 loss_cls: 0.2300 loss_bbox: 0.3766 2022/11/14 06:38:59 - mmengine - INFO - Epoch(train) [14][3500/8541] lr: 2.5000e-04 eta: 17:28:47 time: 0.3236 data_time: 0.0131 memory: 7085 loss: 0.6314 loss_cls: 0.2448 loss_bbox: 0.3866 2022/11/14 06:39:15 - mmengine - INFO - Epoch(train) [14][3550/8541] lr: 2.5000e-04 eta: 17:28:31 time: 0.3243 data_time: 0.0126 memory: 7451 loss: 0.5870 loss_cls: 0.2138 loss_bbox: 0.3733 2022/11/14 06:39:32 - mmengine - INFO - Epoch(train) [14][3600/8541] lr: 2.5000e-04 eta: 17:28:14 time: 0.3278 data_time: 0.0128 memory: 7565 loss: 0.5767 loss_cls: 0.2066 loss_bbox: 0.3701 2022/11/14 06:39:48 - mmengine - INFO - Epoch(train) [14][3650/8541] lr: 2.5000e-04 eta: 17:27:58 time: 0.3227 data_time: 0.0129 memory: 6888 loss: 0.5980 loss_cls: 0.2160 loss_bbox: 0.3819 2022/11/14 06:40:04 - mmengine - INFO - Epoch(train) [14][3700/8541] lr: 2.5000e-04 eta: 17:27:41 time: 0.3235 data_time: 0.0136 memory: 7830 loss: 0.5634 loss_cls: 0.1959 loss_bbox: 0.3675 2022/11/14 06:40:20 - mmengine - INFO - Epoch(train) [14][3750/8541] lr: 2.5000e-04 eta: 17:27:24 time: 0.3199 data_time: 0.0133 memory: 7139 loss: 0.5884 loss_cls: 0.2107 loss_bbox: 0.3777 2022/11/14 06:40:36 - mmengine - INFO - Epoch(train) [14][3800/8541] lr: 2.5000e-04 eta: 17:27:08 time: 0.3254 data_time: 0.0130 memory: 8097 loss: 0.5601 loss_cls: 0.1942 loss_bbox: 0.3659 2022/11/14 06:40:53 - mmengine - INFO - Epoch(train) [14][3850/8541] lr: 2.5000e-04 eta: 17:26:52 time: 0.3238 data_time: 0.0128 memory: 7414 loss: 0.5913 loss_cls: 0.2118 loss_bbox: 0.3795 2022/11/14 06:41:09 - mmengine - INFO - Epoch(train) [14][3900/8541] lr: 2.5000e-04 eta: 17:26:35 time: 0.3177 data_time: 0.0131 memory: 6734 loss: 0.5956 loss_cls: 0.2143 loss_bbox: 0.3813 2022/11/14 06:41:25 - mmengine - INFO - Epoch(train) [14][3950/8541] lr: 2.5000e-04 eta: 17:26:18 time: 0.3228 data_time: 0.0133 memory: 8638 loss: 0.5798 loss_cls: 0.2053 loss_bbox: 0.3745 2022/11/14 06:41:30 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 06:41:41 - mmengine - INFO - Epoch(train) [14][4000/8541] lr: 2.5000e-04 eta: 17:26:02 time: 0.3290 data_time: 0.0130 memory: 8199 loss: 0.5761 loss_cls: 0.2055 loss_bbox: 0.3706 2022/11/14 06:41:57 - mmengine - INFO - Epoch(train) [14][4050/8541] lr: 2.5000e-04 eta: 17:25:45 time: 0.3242 data_time: 0.0129 memory: 7501 loss: 0.5601 loss_cls: 0.1969 loss_bbox: 0.3632 2022/11/14 06:42:14 - mmengine - INFO - Epoch(train) [14][4100/8541] lr: 2.5000e-04 eta: 17:25:29 time: 0.3228 data_time: 0.0133 memory: 7387 loss: 0.5552 loss_cls: 0.1945 loss_bbox: 0.3607 2022/11/14 06:42:30 - mmengine - INFO - Epoch(train) [14][4150/8541] lr: 2.5000e-04 eta: 17:25:13 time: 0.3326 data_time: 0.0127 memory: 8224 loss: 0.5851 loss_cls: 0.2076 loss_bbox: 0.3775 2022/11/14 06:42:47 - mmengine - INFO - Epoch(train) [14][4200/8541] lr: 2.5000e-04 eta: 17:24:57 time: 0.3295 data_time: 0.0126 memory: 7180 loss: 0.5884 loss_cls: 0.2103 loss_bbox: 0.3781 2022/11/14 06:43:03 - mmengine - INFO - Epoch(train) [14][4250/8541] lr: 2.5000e-04 eta: 17:24:41 time: 0.3265 data_time: 0.0131 memory: 7515 loss: 0.5848 loss_cls: 0.2137 loss_bbox: 0.3711 2022/11/14 06:43:19 - mmengine - INFO - Epoch(train) [14][4300/8541] lr: 2.5000e-04 eta: 17:24:24 time: 0.3217 data_time: 0.0131 memory: 8104 loss: 0.5911 loss_cls: 0.2162 loss_bbox: 0.3750 2022/11/14 06:43:35 - mmengine - INFO - Epoch(train) [14][4350/8541] lr: 2.5000e-04 eta: 17:24:07 time: 0.3208 data_time: 0.0122 memory: 7405 loss: 0.5890 loss_cls: 0.2207 loss_bbox: 0.3683 2022/11/14 06:43:51 - mmengine - INFO - Epoch(train) [14][4400/8541] lr: 2.5000e-04 eta: 17:23:51 time: 0.3194 data_time: 0.0128 memory: 7292 loss: 0.5753 loss_cls: 0.2066 loss_bbox: 0.3687 2022/11/14 06:44:07 - mmengine - INFO - Epoch(train) [14][4450/8541] lr: 2.5000e-04 eta: 17:23:34 time: 0.3221 data_time: 0.0131 memory: 7230 loss: 0.5844 loss_cls: 0.2167 loss_bbox: 0.3677 2022/11/14 06:44:24 - mmengine - INFO - Epoch(train) [14][4500/8541] lr: 2.5000e-04 eta: 17:23:17 time: 0.3228 data_time: 0.0129 memory: 7671 loss: 0.6133 loss_cls: 0.2340 loss_bbox: 0.3793 2022/11/14 06:44:40 - mmengine - INFO - Epoch(train) [14][4550/8541] lr: 2.5000e-04 eta: 17:23:01 time: 0.3253 data_time: 0.0131 memory: 7204 loss: 0.6098 loss_cls: 0.2254 loss_bbox: 0.3844 2022/11/14 06:44:56 - mmengine - INFO - Epoch(train) [14][4600/8541] lr: 2.5000e-04 eta: 17:22:45 time: 0.3304 data_time: 0.0127 memory: 8167 loss: 0.5823 loss_cls: 0.2126 loss_bbox: 0.3697 2022/11/14 06:45:13 - mmengine - INFO - Epoch(train) [14][4650/8541] lr: 2.5000e-04 eta: 17:22:28 time: 0.3232 data_time: 0.0130 memory: 7388 loss: 0.5694 loss_cls: 0.2042 loss_bbox: 0.3652 2022/11/14 06:45:29 - mmengine - INFO - Epoch(train) [14][4700/8541] lr: 2.5000e-04 eta: 17:22:12 time: 0.3251 data_time: 0.0131 memory: 6910 loss: 0.5642 loss_cls: 0.2031 loss_bbox: 0.3611 2022/11/14 06:45:46 - mmengine - INFO - Epoch(train) [14][4750/8541] lr: 2.5000e-04 eta: 17:21:56 time: 0.3325 data_time: 0.0128 memory: 7507 loss: 0.5964 loss_cls: 0.2152 loss_bbox: 0.3812 2022/11/14 06:46:02 - mmengine - INFO - Epoch(train) [14][4800/8541] lr: 2.5000e-04 eta: 17:21:40 time: 0.3275 data_time: 0.0126 memory: 7325 loss: 0.5748 loss_cls: 0.2037 loss_bbox: 0.3711 2022/11/14 06:46:18 - mmengine - INFO - Epoch(train) [14][4850/8541] lr: 2.5000e-04 eta: 17:21:24 time: 0.3242 data_time: 0.0127 memory: 7123 loss: 0.5991 loss_cls: 0.2198 loss_bbox: 0.3793 2022/11/14 06:46:34 - mmengine - INFO - Epoch(train) [14][4900/8541] lr: 2.5000e-04 eta: 17:21:07 time: 0.3221 data_time: 0.0129 memory: 7157 loss: 0.5491 loss_cls: 0.1872 loss_bbox: 0.3619 2022/11/14 06:46:51 - mmengine - INFO - Epoch(train) [14][4950/8541] lr: 2.5000e-04 eta: 17:20:50 time: 0.3239 data_time: 0.0131 memory: 7964 loss: 0.5904 loss_cls: 0.2083 loss_bbox: 0.3821 2022/11/14 06:46:56 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 06:47:07 - mmengine - INFO - Epoch(train) [14][5000/8541] lr: 2.5000e-04 eta: 17:20:34 time: 0.3256 data_time: 0.0128 memory: 7954 loss: 0.5718 loss_cls: 0.2013 loss_bbox: 0.3704 2022/11/14 06:47:23 - mmengine - INFO - Epoch(train) [14][5050/8541] lr: 2.5000e-04 eta: 17:20:18 time: 0.3228 data_time: 0.0129 memory: 7449 loss: 0.5756 loss_cls: 0.2096 loss_bbox: 0.3660 2022/11/14 06:47:40 - mmengine - INFO - Epoch(train) [14][5100/8541] lr: 2.5000e-04 eta: 17:20:02 time: 0.3307 data_time: 0.0124 memory: 8013 loss: 0.5725 loss_cls: 0.2009 loss_bbox: 0.3716 2022/11/14 06:47:56 - mmengine - INFO - Epoch(train) [14][5150/8541] lr: 2.5000e-04 eta: 17:19:45 time: 0.3255 data_time: 0.0127 memory: 7364 loss: 0.5560 loss_cls: 0.1894 loss_bbox: 0.3666 2022/11/14 06:48:13 - mmengine - INFO - Epoch(train) [14][5200/8541] lr: 2.5000e-04 eta: 17:19:29 time: 0.3317 data_time: 0.0127 memory: 7992 loss: 0.5822 loss_cls: 0.2018 loss_bbox: 0.3803 2022/11/14 06:48:29 - mmengine - INFO - Epoch(train) [14][5250/8541] lr: 2.5000e-04 eta: 17:19:13 time: 0.3231 data_time: 0.0133 memory: 7743 loss: 0.5518 loss_cls: 0.1960 loss_bbox: 0.3558 2022/11/14 06:48:45 - mmengine - INFO - Epoch(train) [14][5300/8541] lr: 2.5000e-04 eta: 17:18:56 time: 0.3255 data_time: 0.0132 memory: 8363 loss: 0.6020 loss_cls: 0.2226 loss_bbox: 0.3794 2022/11/14 06:49:01 - mmengine - INFO - Epoch(train) [14][5350/8541] lr: 2.5000e-04 eta: 17:18:40 time: 0.3266 data_time: 0.0132 memory: 7487 loss: 0.5660 loss_cls: 0.2005 loss_bbox: 0.3655 2022/11/14 06:49:18 - mmengine - INFO - Epoch(train) [14][5400/8541] lr: 2.5000e-04 eta: 17:18:24 time: 0.3267 data_time: 0.0129 memory: 7765 loss: 0.5775 loss_cls: 0.2010 loss_bbox: 0.3765 2022/11/14 06:49:34 - mmengine - INFO - Epoch(train) [14][5450/8541] lr: 2.5000e-04 eta: 17:18:08 time: 0.3246 data_time: 0.0130 memory: 7788 loss: 0.5635 loss_cls: 0.1956 loss_bbox: 0.3679 2022/11/14 06:49:50 - mmengine - INFO - Epoch(train) [14][5500/8541] lr: 2.5000e-04 eta: 17:17:51 time: 0.3233 data_time: 0.0127 memory: 7616 loss: 0.5634 loss_cls: 0.1973 loss_bbox: 0.3661 2022/11/14 06:50:07 - mmengine - INFO - Epoch(train) [14][5550/8541] lr: 2.5000e-04 eta: 17:17:35 time: 0.3259 data_time: 0.0129 memory: 7339 loss: 0.5641 loss_cls: 0.1987 loss_bbox: 0.3654 2022/11/14 06:50:23 - mmengine - INFO - Epoch(train) [14][5600/8541] lr: 2.5000e-04 eta: 17:17:19 time: 0.3306 data_time: 0.0134 memory: 8022 loss: 0.5600 loss_cls: 0.1943 loss_bbox: 0.3656 2022/11/14 06:50:39 - mmengine - INFO - Epoch(train) [14][5650/8541] lr: 2.5000e-04 eta: 17:17:02 time: 0.3184 data_time: 0.0129 memory: 6887 loss: 0.5453 loss_cls: 0.1875 loss_bbox: 0.3579 2022/11/14 06:50:56 - mmengine - INFO - Epoch(train) [14][5700/8541] lr: 2.5000e-04 eta: 17:16:46 time: 0.3295 data_time: 0.0127 memory: 8145 loss: 0.5428 loss_cls: 0.1879 loss_bbox: 0.3549 2022/11/14 06:51:12 - mmengine - INFO - Epoch(train) [14][5750/8541] lr: 2.5000e-04 eta: 17:16:29 time: 0.3217 data_time: 0.0133 memory: 7092 loss: 0.5688 loss_cls: 0.1935 loss_bbox: 0.3753 2022/11/14 06:51:28 - mmengine - INFO - Epoch(train) [14][5800/8541] lr: 2.5000e-04 eta: 17:16:13 time: 0.3242 data_time: 0.0128 memory: 7068 loss: 0.5845 loss_cls: 0.2136 loss_bbox: 0.3709 2022/11/14 06:51:44 - mmengine - INFO - Epoch(train) [14][5850/8541] lr: 2.5000e-04 eta: 17:15:56 time: 0.3267 data_time: 0.0130 memory: 7982 loss: 0.5647 loss_cls: 0.1960 loss_bbox: 0.3687 2022/11/14 06:52:00 - mmengine - INFO - Epoch(train) [14][5900/8541] lr: 2.5000e-04 eta: 17:15:40 time: 0.3198 data_time: 0.0124 memory: 7934 loss: 0.5591 loss_cls: 0.2014 loss_bbox: 0.3577 2022/11/14 06:52:17 - mmengine - INFO - Epoch(train) [14][5950/8541] lr: 2.5000e-04 eta: 17:15:23 time: 0.3278 data_time: 0.0129 memory: 7435 loss: 0.5782 loss_cls: 0.2104 loss_bbox: 0.3679 2022/11/14 06:52:23 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 06:52:33 - mmengine - INFO - Epoch(train) [14][6000/8541] lr: 2.5000e-04 eta: 17:15:07 time: 0.3312 data_time: 0.0128 memory: 8366 loss: 0.5794 loss_cls: 0.2063 loss_bbox: 0.3732 2022/11/14 06:52:49 - mmengine - INFO - Epoch(train) [14][6050/8541] lr: 2.5000e-04 eta: 17:14:51 time: 0.3218 data_time: 0.0134 memory: 6979 loss: 0.5786 loss_cls: 0.2000 loss_bbox: 0.3786 2022/11/14 06:53:06 - mmengine - INFO - Epoch(train) [14][6100/8541] lr: 2.5000e-04 eta: 17:14:35 time: 0.3273 data_time: 0.0125 memory: 8054 loss: 0.5760 loss_cls: 0.1984 loss_bbox: 0.3776 2022/11/14 06:53:22 - mmengine - INFO - Epoch(train) [14][6150/8541] lr: 2.5000e-04 eta: 17:14:18 time: 0.3224 data_time: 0.0131 memory: 8478 loss: 0.6568 loss_cls: 0.2606 loss_bbox: 0.3962 2022/11/14 06:53:38 - mmengine - INFO - Epoch(train) [14][6200/8541] lr: 2.5000e-04 eta: 17:14:02 time: 0.3241 data_time: 0.0131 memory: 7510 loss: 0.6343 loss_cls: 0.2386 loss_bbox: 0.3957 2022/11/14 06:53:54 - mmengine - INFO - Epoch(train) [14][6250/8541] lr: 2.5000e-04 eta: 17:13:45 time: 0.3237 data_time: 0.0131 memory: 7835 loss: 0.6185 loss_cls: 0.2318 loss_bbox: 0.3867 2022/11/14 06:54:11 - mmengine - INFO - Epoch(train) [14][6300/8541] lr: 2.5000e-04 eta: 17:13:29 time: 0.3315 data_time: 0.0136 memory: 8198 loss: 0.6020 loss_cls: 0.2194 loss_bbox: 0.3827 2022/11/14 06:54:27 - mmengine - INFO - Epoch(train) [14][6350/8541] lr: 2.5000e-04 eta: 17:13:12 time: 0.3203 data_time: 0.0134 memory: 7016 loss: 0.6102 loss_cls: 0.2317 loss_bbox: 0.3785 2022/11/14 06:54:43 - mmengine - INFO - Epoch(train) [14][6400/8541] lr: 2.5000e-04 eta: 17:12:56 time: 0.3241 data_time: 0.0131 memory: 7102 loss: 0.5810 loss_cls: 0.2104 loss_bbox: 0.3706 2022/11/14 06:55:00 - mmengine - INFO - Epoch(train) [14][6450/8541] lr: 2.5000e-04 eta: 17:12:40 time: 0.3246 data_time: 0.0129 memory: 7717 loss: 0.5910 loss_cls: 0.2053 loss_bbox: 0.3857 2022/11/14 06:55:16 - mmengine - INFO - Epoch(train) [14][6500/8541] lr: 2.5000e-04 eta: 17:12:24 time: 0.3301 data_time: 0.0129 memory: 7424 loss: 0.5709 loss_cls: 0.2010 loss_bbox: 0.3698 2022/11/14 06:55:32 - mmengine - INFO - Epoch(train) [14][6550/8541] lr: 2.5000e-04 eta: 17:12:07 time: 0.3251 data_time: 0.0129 memory: 7351 loss: 0.5750 loss_cls: 0.2058 loss_bbox: 0.3692 2022/11/14 06:55:49 - mmengine - INFO - Epoch(train) [14][6600/8541] lr: 2.5000e-04 eta: 17:11:51 time: 0.3297 data_time: 0.0131 memory: 8342 loss: 0.5445 loss_cls: 0.1874 loss_bbox: 0.3571 2022/11/14 06:56:05 - mmengine - INFO - Epoch(train) [14][6650/8541] lr: 2.5000e-04 eta: 17:11:35 time: 0.3246 data_time: 0.0128 memory: 7470 loss: 0.5737 loss_cls: 0.2122 loss_bbox: 0.3615 2022/11/14 06:56:22 - mmengine - INFO - Epoch(train) [14][6700/8541] lr: 2.5000e-04 eta: 17:11:19 time: 0.3300 data_time: 0.0132 memory: 8715 loss: 0.6065 loss_cls: 0.2174 loss_bbox: 0.3891 2022/11/14 06:56:38 - mmengine - INFO - Epoch(train) [14][6750/8541] lr: 2.5000e-04 eta: 17:11:03 time: 0.3315 data_time: 0.0135 memory: 8288 loss: 0.5960 loss_cls: 0.2034 loss_bbox: 0.3926 2022/11/14 06:56:55 - mmengine - INFO - Epoch(train) [14][6800/8541] lr: 2.5000e-04 eta: 17:10:46 time: 0.3255 data_time: 0.0135 memory: 7832 loss: 0.6134 loss_cls: 0.2216 loss_bbox: 0.3918 2022/11/14 06:57:11 - mmengine - INFO - Epoch(train) [14][6850/8541] lr: 2.5000e-04 eta: 17:10:30 time: 0.3275 data_time: 0.0129 memory: 7146 loss: 0.5861 loss_cls: 0.2081 loss_bbox: 0.3780 2022/11/14 06:57:27 - mmengine - INFO - Epoch(train) [14][6900/8541] lr: 2.5000e-04 eta: 17:10:13 time: 0.3184 data_time: 0.0127 memory: 6977 loss: 0.6187 loss_cls: 0.2291 loss_bbox: 0.3896 2022/11/14 06:57:43 - mmengine - INFO - Epoch(train) [14][6950/8541] lr: 2.5000e-04 eta: 17:09:56 time: 0.3195 data_time: 0.0133 memory: 7779 loss: 0.5759 loss_cls: 0.2047 loss_bbox: 0.3712 2022/11/14 06:57:49 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 06:57:59 - mmengine - INFO - Epoch(train) [14][7000/8541] lr: 2.5000e-04 eta: 17:09:40 time: 0.3238 data_time: 0.0133 memory: 7203 loss: 0.5660 loss_cls: 0.1968 loss_bbox: 0.3692 2022/11/14 06:58:15 - mmengine - INFO - Epoch(train) [14][7050/8541] lr: 2.5000e-04 eta: 17:09:23 time: 0.3225 data_time: 0.0131 memory: 8341 loss: 0.5574 loss_cls: 0.1979 loss_bbox: 0.3595 2022/11/14 06:58:32 - mmengine - INFO - Epoch(train) [14][7100/8541] lr: 2.5000e-04 eta: 17:09:07 time: 0.3252 data_time: 0.0132 memory: 8294 loss: 0.5618 loss_cls: 0.1994 loss_bbox: 0.3625 2022/11/14 06:58:48 - mmengine - INFO - Epoch(train) [14][7150/8541] lr: 2.5000e-04 eta: 17:08:50 time: 0.3178 data_time: 0.0133 memory: 7364 loss: 0.6016 loss_cls: 0.2246 loss_bbox: 0.3770 2022/11/14 06:59:03 - mmengine - INFO - Epoch(train) [14][7200/8541] lr: 2.5000e-04 eta: 17:08:33 time: 0.3160 data_time: 0.0135 memory: 7178 loss: 0.5838 loss_cls: 0.2124 loss_bbox: 0.3715 2022/11/14 06:59:20 - mmengine - INFO - Epoch(train) [14][7250/8541] lr: 2.5000e-04 eta: 17:08:16 time: 0.3228 data_time: 0.0132 memory: 8902 loss: 0.5801 loss_cls: 0.2098 loss_bbox: 0.3703 2022/11/14 06:59:36 - mmengine - INFO - Epoch(train) [14][7300/8541] lr: 2.5000e-04 eta: 17:08:01 time: 0.3337 data_time: 0.0128 memory: 8803 loss: 0.5698 loss_cls: 0.2005 loss_bbox: 0.3692 2022/11/14 06:59:53 - mmengine - INFO - Epoch(train) [14][7350/8541] lr: 2.5000e-04 eta: 17:07:45 time: 0.3345 data_time: 0.0129 memory: 7351 loss: 0.5883 loss_cls: 0.2067 loss_bbox: 0.3816 2022/11/14 07:00:09 - mmengine - INFO - Epoch(train) [14][7400/8541] lr: 2.5000e-04 eta: 17:07:29 time: 0.3250 data_time: 0.0129 memory: 7688 loss: 0.5854 loss_cls: 0.2145 loss_bbox: 0.3709 2022/11/14 07:00:26 - mmengine - INFO - Epoch(train) [14][7450/8541] lr: 2.5000e-04 eta: 17:07:12 time: 0.3274 data_time: 0.0127 memory: 7906 loss: 0.5770 loss_cls: 0.2071 loss_bbox: 0.3699 2022/11/14 07:00:42 - mmengine - INFO - Epoch(train) [14][7500/8541] lr: 2.5000e-04 eta: 17:06:55 time: 0.3171 data_time: 0.0129 memory: 7871 loss: 0.5880 loss_cls: 0.2106 loss_bbox: 0.3774 2022/11/14 07:00:57 - mmengine - INFO - Epoch(train) [14][7550/8541] lr: 2.5000e-04 eta: 17:06:38 time: 0.3163 data_time: 0.0131 memory: 7824 loss: 0.5951 loss_cls: 0.2182 loss_bbox: 0.3769 2022/11/14 07:01:14 - mmengine - INFO - Epoch(train) [14][7600/8541] lr: 2.5000e-04 eta: 17:06:22 time: 0.3257 data_time: 0.0128 memory: 7846 loss: 0.5667 loss_cls: 0.1984 loss_bbox: 0.3683 2022/11/14 07:01:30 - mmengine - INFO - Epoch(train) [14][7650/8541] lr: 2.5000e-04 eta: 17:06:06 time: 0.3267 data_time: 0.0132 memory: 7042 loss: 0.5768 loss_cls: 0.2006 loss_bbox: 0.3762 2022/11/14 07:01:46 - mmengine - INFO - Epoch(train) [14][7700/8541] lr: 2.5000e-04 eta: 17:05:49 time: 0.3256 data_time: 0.0135 memory: 7266 loss: 0.5859 loss_cls: 0.2078 loss_bbox: 0.3781 2022/11/14 07:02:03 - mmengine - INFO - Epoch(train) [14][7750/8541] lr: 2.5000e-04 eta: 17:05:33 time: 0.3220 data_time: 0.0135 memory: 7678 loss: 0.5755 loss_cls: 0.2084 loss_bbox: 0.3672 2022/11/14 07:02:19 - mmengine - INFO - Epoch(train) [14][7800/8541] lr: 2.5000e-04 eta: 17:05:17 time: 0.3282 data_time: 0.0128 memory: 8003 loss: 0.5791 loss_cls: 0.2099 loss_bbox: 0.3691 2022/11/14 07:02:35 - mmengine - INFO - Epoch(train) [14][7850/8541] lr: 2.5000e-04 eta: 17:05:01 time: 0.3299 data_time: 0.0127 memory: 7784 loss: 0.5756 loss_cls: 0.2000 loss_bbox: 0.3756 2022/11/14 07:02:52 - mmengine - INFO - Epoch(train) [14][7900/8541] lr: 2.5000e-04 eta: 17:04:44 time: 0.3206 data_time: 0.0127 memory: 7393 loss: 0.5764 loss_cls: 0.2034 loss_bbox: 0.3730 2022/11/14 07:03:08 - mmengine - INFO - Epoch(train) [14][7950/8541] lr: 2.5000e-04 eta: 17:04:27 time: 0.3244 data_time: 0.0128 memory: 8344 loss: 0.5635 loss_cls: 0.2008 loss_bbox: 0.3627 2022/11/14 07:03:13 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 07:03:24 - mmengine - INFO - Epoch(train) [14][8000/8541] lr: 2.5000e-04 eta: 17:04:11 time: 0.3265 data_time: 0.0128 memory: 8068 loss: 0.5801 loss_cls: 0.2111 loss_bbox: 0.3690 2022/11/14 07:03:40 - mmengine - INFO - Epoch(train) [14][8050/8541] lr: 2.5000e-04 eta: 17:03:55 time: 0.3260 data_time: 0.0130 memory: 7133 loss: 0.5672 loss_cls: 0.2040 loss_bbox: 0.3632 2022/11/14 07:03:57 - mmengine - INFO - Epoch(train) [14][8100/8541] lr: 2.5000e-04 eta: 17:03:38 time: 0.3205 data_time: 0.0125 memory: 7221 loss: 0.5711 loss_cls: 0.1996 loss_bbox: 0.3715 2022/11/14 07:04:13 - mmengine - INFO - Epoch(train) [14][8150/8541] lr: 2.5000e-04 eta: 17:03:22 time: 0.3250 data_time: 0.0128 memory: 8301 loss: 0.5786 loss_cls: 0.2073 loss_bbox: 0.3713 2022/11/14 07:04:29 - mmengine - INFO - Epoch(train) [14][8200/8541] lr: 2.5000e-04 eta: 17:03:05 time: 0.3252 data_time: 0.0134 memory: 7622 loss: 0.5928 loss_cls: 0.2068 loss_bbox: 0.3860 2022/11/14 07:04:46 - mmengine - INFO - Epoch(train) [14][8250/8541] lr: 2.5000e-04 eta: 17:02:49 time: 0.3289 data_time: 0.0131 memory: 7878 loss: 0.5871 loss_cls: 0.2131 loss_bbox: 0.3740 2022/11/14 07:05:02 - mmengine - INFO - Epoch(train) [14][8300/8541] lr: 2.5000e-04 eta: 17:02:32 time: 0.3195 data_time: 0.0128 memory: 7621 loss: 0.5908 loss_cls: 0.2092 loss_bbox: 0.3817 2022/11/14 07:05:18 - mmengine - INFO - Epoch(train) [14][8350/8541] lr: 2.5000e-04 eta: 17:02:16 time: 0.3203 data_time: 0.0133 memory: 7272 loss: 0.6035 loss_cls: 0.2184 loss_bbox: 0.3850 2022/11/14 07:05:34 - mmengine - INFO - Epoch(train) [14][8400/8541] lr: 2.5000e-04 eta: 17:01:59 time: 0.3190 data_time: 0.0134 memory: 7100 loss: 0.5487 loss_cls: 0.1941 loss_bbox: 0.3546 2022/11/14 07:05:50 - mmengine - INFO - Epoch(train) [14][8450/8541] lr: 2.5000e-04 eta: 17:01:42 time: 0.3212 data_time: 0.0132 memory: 7469 loss: 0.5678 loss_cls: 0.2003 loss_bbox: 0.3675 2022/11/14 07:06:06 - mmengine - INFO - Epoch(train) [14][8500/8541] lr: 2.5000e-04 eta: 17:01:25 time: 0.3185 data_time: 0.0129 memory: 7512 loss: 0.5843 loss_cls: 0.2145 loss_bbox: 0.3698 2022/11/14 07:06:19 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 07:06:36 - mmengine - INFO - Epoch(train) [15][50/8541] lr: 2.5000e-04 eta: 17:00:56 time: 0.3421 data_time: 0.0228 memory: 8090 loss: 0.5820 loss_cls: 0.2142 loss_bbox: 0.3678 2022/11/14 07:06:52 - mmengine - INFO - Epoch(train) [15][100/8541] lr: 2.5000e-04 eta: 17:00:40 time: 0.3253 data_time: 0.0128 memory: 8054 loss: 0.5859 loss_cls: 0.2118 loss_bbox: 0.3741 2022/11/14 07:07:08 - mmengine - INFO - Epoch(train) [15][150/8541] lr: 2.5000e-04 eta: 17:00:23 time: 0.3210 data_time: 0.0125 memory: 7708 loss: 0.5979 loss_cls: 0.2253 loss_bbox: 0.3726 2022/11/14 07:07:24 - mmengine - INFO - Epoch(train) [15][200/8541] lr: 2.5000e-04 eta: 17:00:06 time: 0.3203 data_time: 0.0131 memory: 7198 loss: 0.6088 loss_cls: 0.2285 loss_bbox: 0.3803 2022/11/14 07:07:41 - mmengine - INFO - Epoch(train) [15][250/8541] lr: 2.5000e-04 eta: 16:59:50 time: 0.3248 data_time: 0.0124 memory: 7227 loss: 0.5783 loss_cls: 0.2145 loss_bbox: 0.3638 2022/11/14 07:07:57 - mmengine - INFO - Epoch(train) [15][300/8541] lr: 2.5000e-04 eta: 16:59:34 time: 0.3247 data_time: 0.0129 memory: 7522 loss: 0.5739 loss_cls: 0.2051 loss_bbox: 0.3688 2022/11/14 07:08:14 - mmengine - INFO - Epoch(train) [15][350/8541] lr: 2.5000e-04 eta: 16:59:18 time: 0.3373 data_time: 0.0124 memory: 7963 loss: 0.5478 loss_cls: 0.1862 loss_bbox: 0.3615 2022/11/14 07:08:30 - mmengine - INFO - Epoch(train) [15][400/8541] lr: 2.5000e-04 eta: 16:59:02 time: 0.3212 data_time: 0.0124 memory: 7697 loss: 0.5684 loss_cls: 0.1967 loss_bbox: 0.3717 2022/11/14 07:08:39 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 07:08:46 - mmengine - INFO - Epoch(train) [15][450/8541] lr: 2.5000e-04 eta: 16:58:46 time: 0.3296 data_time: 0.0128 memory: 7558 loss: 0.5702 loss_cls: 0.2047 loss_bbox: 0.3655 2022/11/14 07:09:02 - mmengine - INFO - Epoch(train) [15][500/8541] lr: 2.5000e-04 eta: 16:58:29 time: 0.3182 data_time: 0.0132 memory: 7171 loss: 0.5769 loss_cls: 0.1998 loss_bbox: 0.3771 2022/11/14 07:09:18 - mmengine - INFO - Epoch(train) [15][550/8541] lr: 2.5000e-04 eta: 16:58:12 time: 0.3205 data_time: 0.0133 memory: 8497 loss: 0.5526 loss_cls: 0.1889 loss_bbox: 0.3636 2022/11/14 07:09:34 - mmengine - INFO - Epoch(train) [15][600/8541] lr: 2.5000e-04 eta: 16:57:55 time: 0.3170 data_time: 0.0134 memory: 6961 loss: 0.5761 loss_cls: 0.2071 loss_bbox: 0.3690 2022/11/14 07:09:50 - mmengine - INFO - Epoch(train) [15][650/8541] lr: 2.5000e-04 eta: 16:57:38 time: 0.3228 data_time: 0.0135 memory: 7642 loss: 0.5737 loss_cls: 0.2070 loss_bbox: 0.3667 2022/11/14 07:10:06 - mmengine - INFO - Epoch(train) [15][700/8541] lr: 2.5000e-04 eta: 16:57:22 time: 0.3212 data_time: 0.0134 memory: 8107 loss: 0.5583 loss_cls: 0.1963 loss_bbox: 0.3620 2022/11/14 07:10:22 - mmengine - INFO - Epoch(train) [15][750/8541] lr: 2.5000e-04 eta: 16:57:05 time: 0.3180 data_time: 0.0133 memory: 7116 loss: 0.5730 loss_cls: 0.2048 loss_bbox: 0.3683 2022/11/14 07:10:38 - mmengine - INFO - Epoch(train) [15][800/8541] lr: 2.5000e-04 eta: 16:56:48 time: 0.3151 data_time: 0.0134 memory: 7056 loss: 0.5557 loss_cls: 0.1934 loss_bbox: 0.3623 2022/11/14 07:10:54 - mmengine - INFO - Epoch(train) [15][850/8541] lr: 2.5000e-04 eta: 16:56:31 time: 0.3192 data_time: 0.0134 memory: 8160 loss: 0.5608 loss_cls: 0.1984 loss_bbox: 0.3624 2022/11/14 07:11:10 - mmengine - INFO - Epoch(train) [15][900/8541] lr: 2.5000e-04 eta: 16:56:14 time: 0.3227 data_time: 0.0133 memory: 7886 loss: 0.5742 loss_cls: 0.2025 loss_bbox: 0.3717 2022/11/14 07:11:27 - mmengine - INFO - Epoch(train) [15][950/8541] lr: 2.5000e-04 eta: 16:55:58 time: 0.3250 data_time: 0.0132 memory: 7574 loss: 0.5679 loss_cls: 0.1957 loss_bbox: 0.3723 2022/11/14 07:11:43 - mmengine - INFO - Epoch(train) [15][1000/8541] lr: 2.5000e-04 eta: 16:55:42 time: 0.3305 data_time: 0.0124 memory: 8180 loss: 0.5745 loss_cls: 0.2077 loss_bbox: 0.3667 2022/11/14 07:12:00 - mmengine - INFO - Epoch(train) [15][1050/8541] lr: 2.5000e-04 eta: 16:55:26 time: 0.3312 data_time: 0.0126 memory: 7808 loss: 0.5875 loss_cls: 0.2077 loss_bbox: 0.3798 2022/11/14 07:12:16 - mmengine - INFO - Epoch(train) [15][1100/8541] lr: 2.5000e-04 eta: 16:55:10 time: 0.3327 data_time: 0.0130 memory: 8284 loss: 0.5774 loss_cls: 0.2086 loss_bbox: 0.3688 2022/11/14 07:12:33 - mmengine - INFO - Epoch(train) [15][1150/8541] lr: 2.5000e-04 eta: 16:54:54 time: 0.3322 data_time: 0.0126 memory: 7767 loss: 0.5747 loss_cls: 0.1988 loss_bbox: 0.3759 2022/11/14 07:12:49 - mmengine - INFO - Epoch(train) [15][1200/8541] lr: 2.5000e-04 eta: 16:54:38 time: 0.3265 data_time: 0.0130 memory: 7357 loss: 0.5685 loss_cls: 0.2016 loss_bbox: 0.3669 2022/11/14 07:13:06 - mmengine - INFO - Epoch(train) [15][1250/8541] lr: 2.5000e-04 eta: 16:54:22 time: 0.3256 data_time: 0.0129 memory: 7310 loss: 0.5494 loss_cls: 0.1879 loss_bbox: 0.3615 2022/11/14 07:13:22 - mmengine - INFO - Epoch(train) [15][1300/8541] lr: 2.5000e-04 eta: 16:54:05 time: 0.3204 data_time: 0.0131 memory: 8208 loss: 0.5768 loss_cls: 0.2078 loss_bbox: 0.3691 2022/11/14 07:13:38 - mmengine - INFO - Epoch(train) [15][1350/8541] lr: 2.5000e-04 eta: 16:53:48 time: 0.3187 data_time: 0.0134 memory: 7114 loss: 0.5483 loss_cls: 0.1890 loss_bbox: 0.3593 2022/11/14 07:13:54 - mmengine - INFO - Epoch(train) [15][1400/8541] lr: 2.5000e-04 eta: 16:53:32 time: 0.3241 data_time: 0.0137 memory: 8413 loss: 0.5927 loss_cls: 0.2165 loss_bbox: 0.3762 2022/11/14 07:14:02 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 07:14:10 - mmengine - INFO - Epoch(train) [15][1450/8541] lr: 2.5000e-04 eta: 16:53:15 time: 0.3223 data_time: 0.0138 memory: 8197 loss: 0.5652 loss_cls: 0.1966 loss_bbox: 0.3686 2022/11/14 07:14:27 - mmengine - INFO - Epoch(train) [15][1500/8541] lr: 2.5000e-04 eta: 16:52:59 time: 0.3279 data_time: 0.0138 memory: 8048 loss: 0.5663 loss_cls: 0.1929 loss_bbox: 0.3734 2022/11/14 07:14:43 - mmengine - INFO - Epoch(train) [15][1550/8541] lr: 2.5000e-04 eta: 16:52:43 time: 0.3271 data_time: 0.0137 memory: 7726 loss: 0.5730 loss_cls: 0.1953 loss_bbox: 0.3777 2022/11/14 07:14:59 - mmengine - INFO - Epoch(train) [15][1600/8541] lr: 2.5000e-04 eta: 16:52:26 time: 0.3217 data_time: 0.0136 memory: 7839 loss: 0.5529 loss_cls: 0.1937 loss_bbox: 0.3592 2022/11/14 07:15:15 - mmengine - INFO - Epoch(train) [15][1650/8541] lr: 2.5000e-04 eta: 16:52:09 time: 0.3176 data_time: 0.0137 memory: 6828 loss: 0.6334 loss_cls: 0.2437 loss_bbox: 0.3897 2022/11/14 07:15:31 - mmengine - INFO - Epoch(train) [15][1700/8541] lr: 2.5000e-04 eta: 16:51:53 time: 0.3294 data_time: 0.0134 memory: 7581 loss: 0.5901 loss_cls: 0.2122 loss_bbox: 0.3779 2022/11/14 07:15:48 - mmengine - INFO - Epoch(train) [15][1750/8541] lr: 2.5000e-04 eta: 16:51:37 time: 0.3286 data_time: 0.0125 memory: 7185 loss: 0.5922 loss_cls: 0.2148 loss_bbox: 0.3774 2022/11/14 07:16:05 - mmengine - INFO - Epoch(train) [15][1800/8541] lr: 2.5000e-04 eta: 16:51:21 time: 0.3319 data_time: 0.0133 memory: 8088 loss: 0.6038 loss_cls: 0.2148 loss_bbox: 0.3890 2022/11/14 07:16:21 - mmengine - INFO - Epoch(train) [15][1850/8541] lr: 2.5000e-04 eta: 16:51:05 time: 0.3240 data_time: 0.0135 memory: 7123 loss: 0.5778 loss_cls: 0.2098 loss_bbox: 0.3680 2022/11/14 07:16:37 - mmengine - INFO - Epoch(train) [15][1900/8541] lr: 2.5000e-04 eta: 16:50:49 time: 0.3300 data_time: 0.0128 memory: 7303 loss: 0.5460 loss_cls: 0.1860 loss_bbox: 0.3601 2022/11/14 07:16:53 - mmengine - INFO - Epoch(train) [15][1950/8541] lr: 2.5000e-04 eta: 16:50:31 time: 0.3142 data_time: 0.0128 memory: 6932 loss: 0.5743 loss_cls: 0.2039 loss_bbox: 0.3704 2022/11/14 07:17:09 - mmengine - INFO - Epoch(train) [15][2000/8541] lr: 2.5000e-04 eta: 16:50:15 time: 0.3257 data_time: 0.0131 memory: 8272 loss: 0.6056 loss_cls: 0.2203 loss_bbox: 0.3853 2022/11/14 07:17:26 - mmengine - INFO - Epoch(train) [15][2050/8541] lr: 2.5000e-04 eta: 16:49:59 time: 0.3261 data_time: 0.0136 memory: 8653 loss: 0.5854 loss_cls: 0.2132 loss_bbox: 0.3722 2022/11/14 07:17:42 - mmengine - INFO - Epoch(train) [15][2100/8541] lr: 2.5000e-04 eta: 16:49:43 time: 0.3310 data_time: 0.0134 memory: 7896 loss: 0.5743 loss_cls: 0.2011 loss_bbox: 0.3732 2022/11/14 07:17:59 - mmengine - INFO - Epoch(train) [15][2150/8541] lr: 2.5000e-04 eta: 16:49:26 time: 0.3241 data_time: 0.0132 memory: 7311 loss: 0.5947 loss_cls: 0.2139 loss_bbox: 0.3808 2022/11/14 07:18:15 - mmengine - INFO - Epoch(train) [15][2200/8541] lr: 2.5000e-04 eta: 16:49:10 time: 0.3300 data_time: 0.0126 memory: 8216 loss: 0.5574 loss_cls: 0.1946 loss_bbox: 0.3627 2022/11/14 07:18:31 - mmengine - INFO - Epoch(train) [15][2250/8541] lr: 2.5000e-04 eta: 16:48:54 time: 0.3255 data_time: 0.0134 memory: 7336 loss: 0.5648 loss_cls: 0.1927 loss_bbox: 0.3721 2022/11/14 07:18:48 - mmengine - INFO - Epoch(train) [15][2300/8541] lr: 2.5000e-04 eta: 16:48:38 time: 0.3270 data_time: 0.0132 memory: 9057 loss: 0.5878 loss_cls: 0.2111 loss_bbox: 0.3766 2022/11/14 07:19:04 - mmengine - INFO - Epoch(train) [15][2350/8541] lr: 2.5000e-04 eta: 16:48:22 time: 0.3278 data_time: 0.0131 memory: 7425 loss: 0.5599 loss_cls: 0.2027 loss_bbox: 0.3571 2022/11/14 07:19:20 - mmengine - INFO - Epoch(train) [15][2400/8541] lr: 2.5000e-04 eta: 16:48:05 time: 0.3166 data_time: 0.0130 memory: 7016 loss: 0.5750 loss_cls: 0.2031 loss_bbox: 0.3719 2022/11/14 07:19:28 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 07:19:36 - mmengine - INFO - Epoch(train) [15][2450/8541] lr: 2.5000e-04 eta: 16:47:48 time: 0.3214 data_time: 0.0135 memory: 7048 loss: 0.5612 loss_cls: 0.1996 loss_bbox: 0.3616 2022/11/14 07:19:52 - mmengine - INFO - Epoch(train) [15][2500/8541] lr: 2.5000e-04 eta: 16:47:31 time: 0.3231 data_time: 0.0134 memory: 8745 loss: 0.5941 loss_cls: 0.2157 loss_bbox: 0.3784 2022/11/14 07:20:08 - mmengine - INFO - Epoch(train) [15][2550/8541] lr: 2.5000e-04 eta: 16:47:15 time: 0.3213 data_time: 0.0129 memory: 6983 loss: 0.5656 loss_cls: 0.2026 loss_bbox: 0.3629 2022/11/14 07:20:25 - mmengine - INFO - Epoch(train) [15][2600/8541] lr: 2.5000e-04 eta: 16:46:58 time: 0.3227 data_time: 0.0130 memory: 7060 loss: 0.5798 loss_cls: 0.2122 loss_bbox: 0.3676 2022/11/14 07:20:41 - mmengine - INFO - Epoch(train) [15][2650/8541] lr: 2.5000e-04 eta: 16:46:42 time: 0.3268 data_time: 0.0129 memory: 10257 loss: 0.6026 loss_cls: 0.2229 loss_bbox: 0.3797 2022/11/14 07:20:57 - mmengine - INFO - Epoch(train) [15][2700/8541] lr: 2.5000e-04 eta: 16:46:26 time: 0.3289 data_time: 0.0123 memory: 8421 loss: 0.5782 loss_cls: 0.2032 loss_bbox: 0.3750 2022/11/14 07:21:14 - mmengine - INFO - Epoch(train) [15][2750/8541] lr: 2.5000e-04 eta: 16:46:10 time: 0.3285 data_time: 0.0130 memory: 8773 loss: 0.6370 loss_cls: 0.2301 loss_bbox: 0.4069 2022/11/14 07:21:30 - mmengine - INFO - Epoch(train) [15][2800/8541] lr: 2.5000e-04 eta: 16:45:53 time: 0.3216 data_time: 0.0134 memory: 7393 loss: 0.5811 loss_cls: 0.2150 loss_bbox: 0.3660 2022/11/14 07:21:46 - mmengine - INFO - Epoch(train) [15][2850/8541] lr: 2.5000e-04 eta: 16:45:36 time: 0.3228 data_time: 0.0128 memory: 7410 loss: 0.5950 loss_cls: 0.2129 loss_bbox: 0.3821 2022/11/14 07:22:02 - mmengine - INFO - Epoch(train) [15][2900/8541] lr: 2.5000e-04 eta: 16:45:20 time: 0.3196 data_time: 0.0129 memory: 7376 loss: 0.5773 loss_cls: 0.2070 loss_bbox: 0.3703 2022/11/14 07:22:19 - mmengine - INFO - Epoch(train) [15][2950/8541] lr: 2.5000e-04 eta: 16:45:04 time: 0.3287 data_time: 0.0128 memory: 8364 loss: 0.5810 loss_cls: 0.2113 loss_bbox: 0.3697 2022/11/14 07:22:35 - mmengine - INFO - Epoch(train) [15][3000/8541] lr: 2.5000e-04 eta: 16:44:47 time: 0.3202 data_time: 0.0130 memory: 7039 loss: 0.5850 loss_cls: 0.2171 loss_bbox: 0.3679 2022/11/14 07:22:51 - mmengine - INFO - Epoch(train) [15][3050/8541] lr: 2.5000e-04 eta: 16:44:31 time: 0.3277 data_time: 0.0133 memory: 7407 loss: 0.5814 loss_cls: 0.2128 loss_bbox: 0.3687 2022/11/14 07:23:08 - mmengine - INFO - Epoch(train) [15][3100/8541] lr: 2.5000e-04 eta: 16:44:15 time: 0.3304 data_time: 0.0134 memory: 7945 loss: 0.5638 loss_cls: 0.1931 loss_bbox: 0.3707 2022/11/14 07:23:24 - mmengine - INFO - Epoch(train) [15][3150/8541] lr: 2.5000e-04 eta: 16:43:59 time: 0.3306 data_time: 0.0131 memory: 7848 loss: 0.6093 loss_cls: 0.2237 loss_bbox: 0.3856 2022/11/14 07:23:41 - mmengine - INFO - Epoch(train) [15][3200/8541] lr: 2.5000e-04 eta: 16:43:43 time: 0.3357 data_time: 0.0129 memory: 8684 loss: 0.5861 loss_cls: 0.2132 loss_bbox: 0.3729 2022/11/14 07:23:57 - mmengine - INFO - Epoch(train) [15][3250/8541] lr: 2.5000e-04 eta: 16:43:26 time: 0.3190 data_time: 0.0129 memory: 7076 loss: 0.6190 loss_cls: 0.2410 loss_bbox: 0.3780 2022/11/14 07:24:13 - mmengine - INFO - Epoch(train) [15][3300/8541] lr: 2.5000e-04 eta: 16:43:10 time: 0.3225 data_time: 0.0126 memory: 7059 loss: 0.5995 loss_cls: 0.2140 loss_bbox: 0.3854 2022/11/14 07:24:29 - mmengine - INFO - Epoch(train) [15][3350/8541] lr: 2.5000e-04 eta: 16:42:53 time: 0.3261 data_time: 0.0126 memory: 7073 loss: 0.5872 loss_cls: 0.2184 loss_bbox: 0.3689 2022/11/14 07:24:46 - mmengine - INFO - Epoch(train) [15][3400/8541] lr: 2.5000e-04 eta: 16:42:38 time: 0.3366 data_time: 0.0128 memory: 7434 loss: 0.5578 loss_cls: 0.1884 loss_bbox: 0.3694 2022/11/14 07:24:55 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 07:25:02 - mmengine - INFO - Epoch(train) [15][3450/8541] lr: 2.5000e-04 eta: 16:42:21 time: 0.3200 data_time: 0.0127 memory: 7159 loss: 0.5886 loss_cls: 0.2174 loss_bbox: 0.3711 2022/11/14 07:25:19 - mmengine - INFO - Epoch(train) [15][3500/8541] lr: 2.5000e-04 eta: 16:42:05 time: 0.3284 data_time: 0.0128 memory: 8755 loss: 0.5650 loss_cls: 0.2031 loss_bbox: 0.3619 2022/11/14 07:25:35 - mmengine - INFO - Epoch(train) [15][3550/8541] lr: 2.5000e-04 eta: 16:41:49 time: 0.3273 data_time: 0.0132 memory: 7715 loss: 0.5663 loss_cls: 0.2010 loss_bbox: 0.3653 2022/11/14 07:25:52 - mmengine - INFO - Epoch(train) [15][3600/8541] lr: 2.5000e-04 eta: 16:41:33 time: 0.3260 data_time: 0.0132 memory: 7143 loss: 0.5928 loss_cls: 0.2118 loss_bbox: 0.3810 2022/11/14 07:26:08 - mmengine - INFO - Epoch(train) [15][3650/8541] lr: 2.5000e-04 eta: 16:41:16 time: 0.3267 data_time: 0.0125 memory: 8993 loss: 0.6134 loss_cls: 0.2318 loss_bbox: 0.3816 2022/11/14 07:26:24 - mmengine - INFO - Epoch(train) [15][3700/8541] lr: 2.5000e-04 eta: 16:41:00 time: 0.3255 data_time: 0.0127 memory: 7731 loss: 0.5607 loss_cls: 0.2095 loss_bbox: 0.3512 2022/11/14 07:26:41 - mmengine - INFO - Epoch(train) [15][3750/8541] lr: 2.5000e-04 eta: 16:40:44 time: 0.3316 data_time: 0.0131 memory: 8337 loss: 0.5855 loss_cls: 0.2083 loss_bbox: 0.3772 2022/11/14 07:26:57 - mmengine - INFO - Epoch(train) [15][3800/8541] lr: 2.5000e-04 eta: 16:40:28 time: 0.3239 data_time: 0.0130 memory: 8578 loss: 0.5814 loss_cls: 0.2064 loss_bbox: 0.3750 2022/11/14 07:27:13 - mmengine - INFO - Epoch(train) [15][3850/8541] lr: 2.5000e-04 eta: 16:40:11 time: 0.3247 data_time: 0.0129 memory: 7417 loss: 0.5794 loss_cls: 0.2063 loss_bbox: 0.3732 2022/11/14 07:27:29 - mmengine - INFO - Epoch(train) [15][3900/8541] lr: 2.5000e-04 eta: 16:39:55 time: 0.3211 data_time: 0.0134 memory: 7367 loss: 0.5753 loss_cls: 0.2093 loss_bbox: 0.3660 2022/11/14 07:27:46 - mmengine - INFO - Epoch(train) [15][3950/8541] lr: 2.5000e-04 eta: 16:39:38 time: 0.3262 data_time: 0.0130 memory: 7118 loss: 0.5682 loss_cls: 0.2022 loss_bbox: 0.3660 2022/11/14 07:28:02 - mmengine - INFO - Epoch(train) [15][4000/8541] lr: 2.5000e-04 eta: 16:39:22 time: 0.3261 data_time: 0.0128 memory: 7035 loss: 0.5807 loss_cls: 0.2098 loss_bbox: 0.3709 2022/11/14 07:28:18 - mmengine - INFO - Epoch(train) [15][4050/8541] lr: 2.5000e-04 eta: 16:39:05 time: 0.3215 data_time: 0.0133 memory: 6780 loss: 0.5791 loss_cls: 0.2136 loss_bbox: 0.3654 2022/11/14 07:28:34 - mmengine - INFO - Epoch(train) [15][4100/8541] lr: 2.5000e-04 eta: 16:38:48 time: 0.3178 data_time: 0.0135 memory: 6840 loss: 0.5539 loss_cls: 0.1986 loss_bbox: 0.3552 2022/11/14 07:28:51 - mmengine - INFO - Epoch(train) [15][4150/8541] lr: 2.5000e-04 eta: 16:38:33 time: 0.3357 data_time: 0.0129 memory: 8567 loss: 0.5708 loss_cls: 0.1959 loss_bbox: 0.3748 2022/11/14 07:29:07 - mmengine - INFO - Epoch(train) [15][4200/8541] lr: 2.5000e-04 eta: 16:38:16 time: 0.3224 data_time: 0.0129 memory: 7236 loss: 0.5749 loss_cls: 0.2041 loss_bbox: 0.3709 2022/11/14 07:29:24 - mmengine - INFO - Epoch(train) [15][4250/8541] lr: 2.5000e-04 eta: 16:38:00 time: 0.3324 data_time: 0.0134 memory: 8822 loss: 0.5937 loss_cls: 0.2069 loss_bbox: 0.3867 2022/11/14 07:29:40 - mmengine - INFO - Epoch(train) [15][4300/8541] lr: 2.5000e-04 eta: 16:37:44 time: 0.3292 data_time: 0.0135 memory: 8199 loss: 0.6108 loss_cls: 0.2275 loss_bbox: 0.3833 2022/11/14 07:29:57 - mmengine - INFO - Epoch(train) [15][4350/8541] lr: 2.5000e-04 eta: 16:37:29 time: 0.3337 data_time: 0.0127 memory: 7412 loss: 0.5549 loss_cls: 0.1905 loss_bbox: 0.3643 2022/11/14 07:30:13 - mmengine - INFO - Epoch(train) [15][4400/8541] lr: 2.5000e-04 eta: 16:37:12 time: 0.3257 data_time: 0.0127 memory: 7304 loss: 0.5840 loss_cls: 0.2148 loss_bbox: 0.3692 2022/11/14 07:30:22 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 07:30:29 - mmengine - INFO - Epoch(train) [15][4450/8541] lr: 2.5000e-04 eta: 16:36:56 time: 0.3236 data_time: 0.0130 memory: 7201 loss: 0.5965 loss_cls: 0.2202 loss_bbox: 0.3763 2022/11/14 07:30:46 - mmengine - INFO - Epoch(train) [15][4500/8541] lr: 2.5000e-04 eta: 16:36:39 time: 0.3264 data_time: 0.0127 memory: 7767 loss: 0.5746 loss_cls: 0.2089 loss_bbox: 0.3658 2022/11/14 07:31:02 - mmengine - INFO - Epoch(train) [15][4550/8541] lr: 2.5000e-04 eta: 16:36:23 time: 0.3256 data_time: 0.0138 memory: 7309 loss: 0.5823 loss_cls: 0.2005 loss_bbox: 0.3818 2022/11/14 07:31:18 - mmengine - INFO - Epoch(train) [15][4600/8541] lr: 2.5000e-04 eta: 16:36:06 time: 0.3196 data_time: 0.0133 memory: 6953 loss: 0.6169 loss_cls: 0.2274 loss_bbox: 0.3895 2022/11/14 07:31:35 - mmengine - INFO - Epoch(train) [15][4650/8541] lr: 2.5000e-04 eta: 16:35:50 time: 0.3314 data_time: 0.0127 memory: 8143 loss: 0.6008 loss_cls: 0.2239 loss_bbox: 0.3769 2022/11/14 07:31:51 - mmengine - INFO - Epoch(train) [15][4700/8541] lr: 2.5000e-04 eta: 16:35:34 time: 0.3211 data_time: 0.0129 memory: 7029 loss: 0.5997 loss_cls: 0.2211 loss_bbox: 0.3786 2022/11/14 07:32:07 - mmengine - INFO - Epoch(train) [15][4750/8541] lr: 2.5000e-04 eta: 16:35:17 time: 0.3175 data_time: 0.0127 memory: 6927 loss: 0.5809 loss_cls: 0.2113 loss_bbox: 0.3697 2022/11/14 07:32:23 - mmengine - INFO - Epoch(train) [15][4800/8541] lr: 2.5000e-04 eta: 16:35:00 time: 0.3234 data_time: 0.0127 memory: 7380 loss: 0.5841 loss_cls: 0.2113 loss_bbox: 0.3728 2022/11/14 07:32:39 - mmengine - INFO - Epoch(train) [15][4850/8541] lr: 2.5000e-04 eta: 16:34:44 time: 0.3198 data_time: 0.0128 memory: 7630 loss: 0.5864 loss_cls: 0.2161 loss_bbox: 0.3703 2022/11/14 07:32:55 - mmengine - INFO - Epoch(train) [15][4900/8541] lr: 2.5000e-04 eta: 16:34:28 time: 0.3292 data_time: 0.0125 memory: 7119 loss: 0.5754 loss_cls: 0.2074 loss_bbox: 0.3680 2022/11/14 07:33:12 - mmengine - INFO - Epoch(train) [15][4950/8541] lr: 2.5000e-04 eta: 16:34:11 time: 0.3220 data_time: 0.0130 memory: 6948 loss: 0.5481 loss_cls: 0.1920 loss_bbox: 0.3560 2022/11/14 07:33:28 - mmengine - INFO - Epoch(train) [15][5000/8541] lr: 2.5000e-04 eta: 16:33:54 time: 0.3195 data_time: 0.0130 memory: 7231 loss: 0.5892 loss_cls: 0.2150 loss_bbox: 0.3742 2022/11/14 07:33:44 - mmengine - INFO - Epoch(train) [15][5050/8541] lr: 2.5000e-04 eta: 16:33:37 time: 0.3201 data_time: 0.0123 memory: 7291 loss: 0.5805 loss_cls: 0.2030 loss_bbox: 0.3775 2022/11/14 07:34:00 - mmengine - INFO - Epoch(train) [15][5100/8541] lr: 2.5000e-04 eta: 16:33:21 time: 0.3246 data_time: 0.0134 memory: 7728 loss: 0.5757 loss_cls: 0.2017 loss_bbox: 0.3740 2022/11/14 07:34:16 - mmengine - INFO - Epoch(train) [15][5150/8541] lr: 2.5000e-04 eta: 16:33:04 time: 0.3191 data_time: 0.0135 memory: 8369 loss: 0.5848 loss_cls: 0.2083 loss_bbox: 0.3765 2022/11/14 07:34:33 - mmengine - INFO - Epoch(train) [15][5200/8541] lr: 2.5000e-04 eta: 16:32:49 time: 0.3343 data_time: 0.0129 memory: 9577 loss: 0.5796 loss_cls: 0.2081 loss_bbox: 0.3715 2022/11/14 07:34:49 - mmengine - INFO - Epoch(train) [15][5250/8541] lr: 2.5000e-04 eta: 16:32:32 time: 0.3278 data_time: 0.0133 memory: 8216 loss: 0.5733 loss_cls: 0.1941 loss_bbox: 0.3791 2022/11/14 07:35:05 - mmengine - INFO - Epoch(train) [15][5300/8541] lr: 2.5000e-04 eta: 16:32:16 time: 0.3271 data_time: 0.0126 memory: 7638 loss: 0.5552 loss_cls: 0.1924 loss_bbox: 0.3628 2022/11/14 07:35:22 - mmengine - INFO - Epoch(train) [15][5350/8541] lr: 2.5000e-04 eta: 16:31:59 time: 0.3215 data_time: 0.0131 memory: 8127 loss: 0.5846 loss_cls: 0.2087 loss_bbox: 0.3758 2022/11/14 07:35:38 - mmengine - INFO - Epoch(train) [15][5400/8541] lr: 2.5000e-04 eta: 16:31:43 time: 0.3194 data_time: 0.0127 memory: 7093 loss: 0.5828 loss_cls: 0.2046 loss_bbox: 0.3781 2022/11/14 07:35:46 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 07:35:54 - mmengine - INFO - Epoch(train) [15][5450/8541] lr: 2.5000e-04 eta: 16:31:26 time: 0.3236 data_time: 0.0127 memory: 7700 loss: 0.5725 loss_cls: 0.2022 loss_bbox: 0.3703 2022/11/14 07:36:10 - mmengine - INFO - Epoch(train) [15][5500/8541] lr: 2.5000e-04 eta: 16:31:10 time: 0.3248 data_time: 0.0127 memory: 7799 loss: 0.6072 loss_cls: 0.2434 loss_bbox: 0.3638 2022/11/14 07:36:26 - mmengine - INFO - Epoch(train) [15][5550/8541] lr: 2.5000e-04 eta: 16:30:54 time: 0.3271 data_time: 0.0129 memory: 7097 loss: 0.5942 loss_cls: 0.2314 loss_bbox: 0.3628 2022/11/14 07:36:43 - mmengine - INFO - Epoch(train) [15][5600/8541] lr: 2.5000e-04 eta: 16:30:37 time: 0.3228 data_time: 0.0128 memory: 7281 loss: 0.5826 loss_cls: 0.2132 loss_bbox: 0.3695 2022/11/14 07:36:59 - mmengine - INFO - Epoch(train) [15][5650/8541] lr: 2.5000e-04 eta: 16:30:21 time: 0.3288 data_time: 0.0129 memory: 7678 loss: 0.5558 loss_cls: 0.1901 loss_bbox: 0.3658 2022/11/14 07:37:15 - mmengine - INFO - Epoch(train) [15][5700/8541] lr: 2.5000e-04 eta: 16:30:05 time: 0.3268 data_time: 0.0122 memory: 8346 loss: 0.5715 loss_cls: 0.1997 loss_bbox: 0.3717 2022/11/14 07:37:32 - mmengine - INFO - Epoch(train) [15][5750/8541] lr: 2.5000e-04 eta: 16:29:48 time: 0.3271 data_time: 0.0125 memory: 6992 loss: 0.5781 loss_cls: 0.1984 loss_bbox: 0.3796 2022/11/14 07:37:48 - mmengine - INFO - Epoch(train) [15][5800/8541] lr: 2.5000e-04 eta: 16:29:32 time: 0.3289 data_time: 0.0122 memory: 7048 loss: 0.5766 loss_cls: 0.2021 loss_bbox: 0.3745 2022/11/14 07:38:04 - mmengine - INFO - Epoch(train) [15][5850/8541] lr: 2.5000e-04 eta: 16:29:16 time: 0.3208 data_time: 0.0126 memory: 7346 loss: 0.5913 loss_cls: 0.2076 loss_bbox: 0.3838 2022/11/14 07:38:20 - mmengine - INFO - Epoch(train) [15][5900/8541] lr: 2.5000e-04 eta: 16:28:59 time: 0.3225 data_time: 0.0127 memory: 7141 loss: 0.5603 loss_cls: 0.1983 loss_bbox: 0.3620 2022/11/14 07:38:37 - mmengine - INFO - Epoch(train) [15][5950/8541] lr: 2.5000e-04 eta: 16:28:43 time: 0.3223 data_time: 0.0125 memory: 7206 loss: 0.5552 loss_cls: 0.1951 loss_bbox: 0.3601 2022/11/14 07:38:53 - mmengine - INFO - Epoch(train) [15][6000/8541] lr: 2.5000e-04 eta: 16:28:26 time: 0.3176 data_time: 0.0125 memory: 6976 loss: 0.5676 loss_cls: 0.2103 loss_bbox: 0.3573 2022/11/14 07:39:09 - mmengine - INFO - Epoch(train) [15][6050/8541] lr: 2.5000e-04 eta: 16:28:09 time: 0.3200 data_time: 0.0127 memory: 7187 loss: 0.5654 loss_cls: 0.2074 loss_bbox: 0.3580 2022/11/14 07:39:25 - mmengine - INFO - Epoch(train) [15][6100/8541] lr: 2.5000e-04 eta: 16:27:53 time: 0.3269 data_time: 0.0128 memory: 7466 loss: 0.5784 loss_cls: 0.2078 loss_bbox: 0.3705 2022/11/14 07:39:41 - mmengine - INFO - Epoch(train) [15][6150/8541] lr: 2.5000e-04 eta: 16:27:37 time: 0.3301 data_time: 0.0127 memory: 7432 loss: 0.5811 loss_cls: 0.2089 loss_bbox: 0.3721 2022/11/14 07:39:58 - mmengine - INFO - Epoch(train) [15][6200/8541] lr: 2.5000e-04 eta: 16:27:20 time: 0.3204 data_time: 0.0128 memory: 7415 loss: 0.5924 loss_cls: 0.2126 loss_bbox: 0.3798 2022/11/14 07:40:14 - mmengine - INFO - Epoch(train) [15][6250/8541] lr: 2.5000e-04 eta: 16:27:04 time: 0.3250 data_time: 0.0132 memory: 7681 loss: 0.5871 loss_cls: 0.2085 loss_bbox: 0.3787 2022/11/14 07:40:30 - mmengine - INFO - Epoch(train) [15][6300/8541] lr: 2.5000e-04 eta: 16:26:47 time: 0.3255 data_time: 0.0134 memory: 7827 loss: 0.5730 loss_cls: 0.2027 loss_bbox: 0.3703 2022/11/14 07:40:46 - mmengine - INFO - Epoch(train) [15][6350/8541] lr: 2.5000e-04 eta: 16:26:31 time: 0.3206 data_time: 0.0132 memory: 8352 loss: 0.5722 loss_cls: 0.2031 loss_bbox: 0.3691 2022/11/14 07:41:02 - mmengine - INFO - Epoch(train) [15][6400/8541] lr: 2.5000e-04 eta: 16:26:14 time: 0.3207 data_time: 0.0131 memory: 7239 loss: 0.5497 loss_cls: 0.1952 loss_bbox: 0.3544 2022/11/14 07:41:10 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 07:41:18 - mmengine - INFO - Epoch(train) [15][6450/8541] lr: 2.5000e-04 eta: 16:25:57 time: 0.3236 data_time: 0.0128 memory: 7630 loss: 0.5646 loss_cls: 0.1965 loss_bbox: 0.3681 2022/11/14 07:41:35 - mmengine - INFO - Epoch(train) [15][6500/8541] lr: 2.5000e-04 eta: 16:25:41 time: 0.3225 data_time: 0.0129 memory: 7755 loss: 0.5770 loss_cls: 0.2090 loss_bbox: 0.3680 2022/11/14 07:41:51 - mmengine - INFO - Epoch(train) [15][6550/8541] lr: 2.5000e-04 eta: 16:25:24 time: 0.3222 data_time: 0.0129 memory: 7299 loss: 0.5761 loss_cls: 0.2127 loss_bbox: 0.3634 2022/11/14 07:42:07 - mmengine - INFO - Epoch(train) [15][6600/8541] lr: 2.5000e-04 eta: 16:25:08 time: 0.3286 data_time: 0.0124 memory: 8316 loss: 0.6053 loss_cls: 0.2190 loss_bbox: 0.3864 2022/11/14 07:42:23 - mmengine - INFO - Epoch(train) [15][6650/8541] lr: 2.5000e-04 eta: 16:24:52 time: 0.3233 data_time: 0.0126 memory: 7470 loss: 0.5966 loss_cls: 0.2161 loss_bbox: 0.3805 2022/11/14 07:42:40 - mmengine - INFO - Epoch(train) [15][6700/8541] lr: 2.5000e-04 eta: 16:24:35 time: 0.3267 data_time: 0.0126 memory: 7257 loss: 0.5490 loss_cls: 0.1935 loss_bbox: 0.3555 2022/11/14 07:42:56 - mmengine - INFO - Epoch(train) [15][6750/8541] lr: 2.5000e-04 eta: 16:24:19 time: 0.3288 data_time: 0.0127 memory: 7534 loss: 0.6084 loss_cls: 0.2232 loss_bbox: 0.3852 2022/11/14 07:43:13 - mmengine - INFO - Epoch(train) [15][6800/8541] lr: 2.5000e-04 eta: 16:24:03 time: 0.3275 data_time: 0.0125 memory: 7866 loss: 0.5943 loss_cls: 0.2175 loss_bbox: 0.3768 2022/11/14 07:43:29 - mmengine - INFO - Epoch(train) [15][6850/8541] lr: 2.5000e-04 eta: 16:23:47 time: 0.3255 data_time: 0.0127 memory: 8325 loss: 0.5949 loss_cls: 0.2158 loss_bbox: 0.3791 2022/11/14 07:43:45 - mmengine - INFO - Epoch(train) [15][6900/8541] lr: 2.5000e-04 eta: 16:23:31 time: 0.3294 data_time: 0.0128 memory: 7853 loss: 0.5789 loss_cls: 0.2010 loss_bbox: 0.3780 2022/11/14 07:44:02 - mmengine - INFO - Epoch(train) [15][6950/8541] lr: 2.5000e-04 eta: 16:23:14 time: 0.3250 data_time: 0.0125 memory: 8244 loss: 0.5893 loss_cls: 0.2160 loss_bbox: 0.3732 2022/11/14 07:44:18 - mmengine - INFO - Epoch(train) [15][7000/8541] lr: 2.5000e-04 eta: 16:22:58 time: 0.3219 data_time: 0.0128 memory: 6931 loss: 0.5857 loss_cls: 0.2103 loss_bbox: 0.3754 2022/11/14 07:44:35 - mmengine - INFO - Epoch(train) [15][7050/8541] lr: 2.5000e-04 eta: 16:22:42 time: 0.3351 data_time: 0.0134 memory: 7789 loss: 0.5880 loss_cls: 0.2021 loss_bbox: 0.3860 2022/11/14 07:44:51 - mmengine - INFO - Epoch(train) [15][7100/8541] lr: 2.5000e-04 eta: 16:22:25 time: 0.3202 data_time: 0.0131 memory: 6997 loss: 0.5891 loss_cls: 0.2229 loss_bbox: 0.3662 2022/11/14 07:45:07 - mmengine - INFO - Epoch(train) [15][7150/8541] lr: 2.5000e-04 eta: 16:22:09 time: 0.3285 data_time: 0.0132 memory: 7523 loss: 0.5958 loss_cls: 0.2235 loss_bbox: 0.3723 2022/11/14 07:45:23 - mmengine - INFO - Epoch(train) [15][7200/8541] lr: 2.5000e-04 eta: 16:21:53 time: 0.3223 data_time: 0.0138 memory: 7478 loss: 0.5805 loss_cls: 0.2068 loss_bbox: 0.3737 2022/11/14 07:45:39 - mmengine - INFO - Epoch(train) [15][7250/8541] lr: 2.5000e-04 eta: 16:21:36 time: 0.3215 data_time: 0.0131 memory: 7907 loss: 0.5902 loss_cls: 0.2227 loss_bbox: 0.3676 2022/11/14 07:45:56 - mmengine - INFO - Epoch(train) [15][7300/8541] lr: 2.5000e-04 eta: 16:21:20 time: 0.3256 data_time: 0.0128 memory: 7085 loss: 0.5718 loss_cls: 0.2078 loss_bbox: 0.3639 2022/11/14 07:46:12 - mmengine - INFO - Epoch(train) [15][7350/8541] lr: 2.5000e-04 eta: 16:21:04 time: 0.3287 data_time: 0.0126 memory: 7199 loss: 0.5745 loss_cls: 0.2054 loss_bbox: 0.3691 2022/11/14 07:46:29 - mmengine - INFO - Epoch(train) [15][7400/8541] lr: 2.5000e-04 eta: 16:20:48 time: 0.3312 data_time: 0.0130 memory: 8213 loss: 0.5583 loss_cls: 0.1935 loss_bbox: 0.3648 2022/11/14 07:46:37 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 07:46:45 - mmengine - INFO - Epoch(train) [15][7450/8541] lr: 2.5000e-04 eta: 16:20:31 time: 0.3199 data_time: 0.0131 memory: 6946 loss: 0.5789 loss_cls: 0.2103 loss_bbox: 0.3685 2022/11/14 07:47:01 - mmengine - INFO - Epoch(train) [15][7500/8541] lr: 2.5000e-04 eta: 16:20:14 time: 0.3201 data_time: 0.0125 memory: 7030 loss: 0.5736 loss_cls: 0.2084 loss_bbox: 0.3652 2022/11/14 07:47:17 - mmengine - INFO - Epoch(train) [15][7550/8541] lr: 2.5000e-04 eta: 16:19:57 time: 0.3144 data_time: 0.0128 memory: 6674 loss: 0.5964 loss_cls: 0.2219 loss_bbox: 0.3746 2022/11/14 07:47:33 - mmengine - INFO - Epoch(train) [15][7600/8541] lr: 2.5000e-04 eta: 16:19:41 time: 0.3274 data_time: 0.0129 memory: 8169 loss: 0.6063 loss_cls: 0.2251 loss_bbox: 0.3812 2022/11/14 07:47:49 - mmengine - INFO - Epoch(train) [15][7650/8541] lr: 2.5000e-04 eta: 16:19:24 time: 0.3229 data_time: 0.0129 memory: 7230 loss: 0.5821 loss_cls: 0.2189 loss_bbox: 0.3632 2022/11/14 07:48:05 - mmengine - INFO - Epoch(train) [15][7700/8541] lr: 2.5000e-04 eta: 16:19:08 time: 0.3251 data_time: 0.0133 memory: 7316 loss: 0.6280 loss_cls: 0.2470 loss_bbox: 0.3810 2022/11/14 07:48:21 - mmengine - INFO - Epoch(train) [15][7750/8541] lr: 2.5000e-04 eta: 16:18:51 time: 0.3203 data_time: 0.0126 memory: 7239 loss: 0.8544 loss_cls: 0.3835 loss_bbox: 0.4709 2022/11/14 07:48:38 - mmengine - INFO - Epoch(train) [15][7800/8541] lr: 2.5000e-04 eta: 16:18:35 time: 0.3308 data_time: 0.0125 memory: 7080 loss: 0.7363 loss_cls: 0.2972 loss_bbox: 0.4391 2022/11/14 07:48:54 - mmengine - INFO - Epoch(train) [15][7850/8541] lr: 2.5000e-04 eta: 16:18:19 time: 0.3281 data_time: 0.0125 memory: 8278 loss: 0.6903 loss_cls: 0.2684 loss_bbox: 0.4219 2022/11/14 07:49:11 - mmengine - INFO - Epoch(train) [15][7900/8541] lr: 2.5000e-04 eta: 16:18:03 time: 0.3213 data_time: 0.0127 memory: 7195 loss: 0.6946 loss_cls: 0.2757 loss_bbox: 0.4189 2022/11/14 07:49:27 - mmengine - INFO - Epoch(train) [15][7950/8541] lr: 2.5000e-04 eta: 16:17:46 time: 0.3242 data_time: 0.0129 memory: 7840 loss: 0.6247 loss_cls: 0.2338 loss_bbox: 0.3909 2022/11/14 07:49:43 - mmengine - INFO - Epoch(train) [15][8000/8541] lr: 2.5000e-04 eta: 16:17:30 time: 0.3234 data_time: 0.0134 memory: 7295 loss: 0.6307 loss_cls: 0.2313 loss_bbox: 0.3994 2022/11/14 07:49:59 - mmengine - INFO - Epoch(train) [15][8050/8541] lr: 2.5000e-04 eta: 16:17:13 time: 0.3252 data_time: 0.0132 memory: 7128 loss: 0.6057 loss_cls: 0.2239 loss_bbox: 0.3818 2022/11/14 07:50:16 - mmengine - INFO - Epoch(train) [15][8100/8541] lr: 2.5000e-04 eta: 16:16:57 time: 0.3297 data_time: 0.0125 memory: 7475 loss: 0.6087 loss_cls: 0.2229 loss_bbox: 0.3858 2022/11/14 07:50:32 - mmengine - INFO - Epoch(train) [15][8150/8541] lr: 2.5000e-04 eta: 16:16:41 time: 0.3301 data_time: 0.0120 memory: 7058 loss: 0.5964 loss_cls: 0.2212 loss_bbox: 0.3752 2022/11/14 07:50:49 - mmengine - INFO - Epoch(train) [15][8200/8541] lr: 2.5000e-04 eta: 16:16:25 time: 0.3260 data_time: 0.0125 memory: 6957 loss: 0.5917 loss_cls: 0.2129 loss_bbox: 0.3788 2022/11/14 07:51:05 - mmengine - INFO - Epoch(train) [15][8250/8541] lr: 2.5000e-04 eta: 16:16:09 time: 0.3311 data_time: 0.0128 memory: 8185 loss: 0.5810 loss_cls: 0.2047 loss_bbox: 0.3762 2022/11/14 07:51:22 - mmengine - INFO - Epoch(train) [15][8300/8541] lr: 2.5000e-04 eta: 16:15:53 time: 0.3289 data_time: 0.0133 memory: 7547 loss: 0.5976 loss_cls: 0.2154 loss_bbox: 0.3822 2022/11/14 07:51:38 - mmengine - INFO - Epoch(train) [15][8350/8541] lr: 2.5000e-04 eta: 16:15:37 time: 0.3339 data_time: 0.0133 memory: 8103 loss: 0.5682 loss_cls: 0.1962 loss_bbox: 0.3720 2022/11/14 07:51:55 - mmengine - INFO - Epoch(train) [15][8400/8541] lr: 2.5000e-04 eta: 16:15:20 time: 0.3199 data_time: 0.0131 memory: 7378 loss: 0.5880 loss_cls: 0.2054 loss_bbox: 0.3826 2022/11/14 07:52:03 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 07:52:11 - mmengine - INFO - Epoch(train) [15][8450/8541] lr: 2.5000e-04 eta: 16:15:04 time: 0.3233 data_time: 0.0132 memory: 8571 loss: 0.5892 loss_cls: 0.2146 loss_bbox: 0.3746 2022/11/14 07:52:27 - mmengine - INFO - Epoch(train) [15][8500/8541] lr: 2.5000e-04 eta: 16:14:47 time: 0.3213 data_time: 0.0130 memory: 7679 loss: 0.6146 loss_cls: 0.2295 loss_bbox: 0.3851 2022/11/14 07:52:40 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 07:52:57 - mmengine - INFO - Epoch(train) [16][50/8541] lr: 2.5000e-04 eta: 16:14:19 time: 0.3384 data_time: 0.0284 memory: 7962 loss: 0.5710 loss_cls: 0.2014 loss_bbox: 0.3696 2022/11/14 07:53:14 - mmengine - INFO - Epoch(train) [16][100/8541] lr: 2.5000e-04 eta: 16:14:03 time: 0.3343 data_time: 0.0122 memory: 7675 loss: 0.5795 loss_cls: 0.2069 loss_bbox: 0.3726 2022/11/14 07:53:30 - mmengine - INFO - Epoch(train) [16][150/8541] lr: 2.5000e-04 eta: 16:13:46 time: 0.3193 data_time: 0.0125 memory: 7167 loss: 0.5891 loss_cls: 0.2186 loss_bbox: 0.3706 2022/11/14 07:53:46 - mmengine - INFO - Epoch(train) [16][200/8541] lr: 2.5000e-04 eta: 16:13:30 time: 0.3289 data_time: 0.0128 memory: 8278 loss: 0.5626 loss_cls: 0.1954 loss_bbox: 0.3673 2022/11/14 07:54:03 - mmengine - INFO - Epoch(train) [16][250/8541] lr: 2.5000e-04 eta: 16:13:14 time: 0.3245 data_time: 0.0132 memory: 7182 loss: 0.5821 loss_cls: 0.2099 loss_bbox: 0.3722 2022/11/14 07:54:19 - mmengine - INFO - Epoch(train) [16][300/8541] lr: 2.5000e-04 eta: 16:12:57 time: 0.3234 data_time: 0.0126 memory: 6947 loss: 0.5595 loss_cls: 0.1872 loss_bbox: 0.3724 2022/11/14 07:54:35 - mmengine - INFO - Epoch(train) [16][350/8541] lr: 2.5000e-04 eta: 16:12:41 time: 0.3222 data_time: 0.0126 memory: 7154 loss: 0.5826 loss_cls: 0.2115 loss_bbox: 0.3712 2022/11/14 07:54:52 - mmengine - INFO - Epoch(train) [16][400/8541] lr: 2.5000e-04 eta: 16:12:25 time: 0.3355 data_time: 0.0126 memory: 7636 loss: 0.5525 loss_cls: 0.1871 loss_bbox: 0.3654 2022/11/14 07:55:08 - mmengine - INFO - Epoch(train) [16][450/8541] lr: 2.5000e-04 eta: 16:12:09 time: 0.3314 data_time: 0.0131 memory: 7933 loss: 0.5799 loss_cls: 0.2043 loss_bbox: 0.3756 2022/11/14 07:55:24 - mmengine - INFO - Epoch(train) [16][500/8541] lr: 2.5000e-04 eta: 16:11:52 time: 0.3184 data_time: 0.0130 memory: 8000 loss: 0.5997 loss_cls: 0.2255 loss_bbox: 0.3742 2022/11/14 07:55:40 - mmengine - INFO - Epoch(train) [16][550/8541] lr: 2.5000e-04 eta: 16:11:35 time: 0.3203 data_time: 0.0129 memory: 7335 loss: 0.6114 loss_cls: 0.2258 loss_bbox: 0.3856 2022/11/14 07:55:57 - mmengine - INFO - Epoch(train) [16][600/8541] lr: 2.5000e-04 eta: 16:11:19 time: 0.3293 data_time: 0.0124 memory: 7988 loss: 0.5716 loss_cls: 0.2026 loss_bbox: 0.3690 2022/11/14 07:56:14 - mmengine - INFO - Epoch(train) [16][650/8541] lr: 2.5000e-04 eta: 16:11:04 time: 0.3333 data_time: 0.0126 memory: 8750 loss: 0.5549 loss_cls: 0.1913 loss_bbox: 0.3636 2022/11/14 07:56:30 - mmengine - INFO - Epoch(train) [16][700/8541] lr: 2.5000e-04 eta: 16:10:47 time: 0.3274 data_time: 0.0128 memory: 7959 loss: 0.5744 loss_cls: 0.2044 loss_bbox: 0.3700 2022/11/14 07:56:46 - mmengine - INFO - Epoch(train) [16][750/8541] lr: 2.5000e-04 eta: 16:10:30 time: 0.3161 data_time: 0.0124 memory: 7001 loss: 0.5684 loss_cls: 0.2070 loss_bbox: 0.3614 2022/11/14 07:57:02 - mmengine - INFO - Epoch(train) [16][800/8541] lr: 2.5000e-04 eta: 16:10:14 time: 0.3220 data_time: 0.0135 memory: 7029 loss: 0.5718 loss_cls: 0.2019 loss_bbox: 0.3699 2022/11/14 07:57:19 - mmengine - INFO - Epoch(train) [16][850/8541] lr: 2.5000e-04 eta: 16:09:58 time: 0.3314 data_time: 0.0122 memory: 7329 loss: 0.5975 loss_cls: 0.2180 loss_bbox: 0.3795 2022/11/14 07:57:30 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 07:57:35 - mmengine - INFO - Epoch(train) [16][900/8541] lr: 2.5000e-04 eta: 16:09:41 time: 0.3210 data_time: 0.0123 memory: 7148 loss: 0.5606 loss_cls: 0.1948 loss_bbox: 0.3658 2022/11/14 07:57:51 - mmengine - INFO - Epoch(train) [16][950/8541] lr: 2.5000e-04 eta: 16:09:25 time: 0.3272 data_time: 0.0121 memory: 7507 loss: 0.5548 loss_cls: 0.1895 loss_bbox: 0.3653 2022/11/14 07:58:07 - mmengine - INFO - Epoch(train) [16][1000/8541] lr: 2.5000e-04 eta: 16:09:09 time: 0.3241 data_time: 0.0125 memory: 8080 loss: 0.5572 loss_cls: 0.1934 loss_bbox: 0.3637 2022/11/14 07:58:23 - mmengine - INFO - Epoch(train) [16][1050/8541] lr: 2.5000e-04 eta: 16:08:52 time: 0.3223 data_time: 0.0130 memory: 8683 loss: 0.5830 loss_cls: 0.2060 loss_bbox: 0.3770 2022/11/14 07:58:40 - mmengine - INFO - Epoch(train) [16][1100/8541] lr: 2.5000e-04 eta: 16:08:36 time: 0.3266 data_time: 0.0126 memory: 7484 loss: 0.5881 loss_cls: 0.2084 loss_bbox: 0.3797 2022/11/14 07:58:56 - mmengine - INFO - Epoch(train) [16][1150/8541] lr: 2.5000e-04 eta: 16:08:19 time: 0.3230 data_time: 0.0124 memory: 8463 loss: 0.5641 loss_cls: 0.1987 loss_bbox: 0.3654 2022/11/14 07:59:12 - mmengine - INFO - Epoch(train) [16][1200/8541] lr: 2.5000e-04 eta: 16:08:03 time: 0.3201 data_time: 0.0124 memory: 8252 loss: 0.6004 loss_cls: 0.2160 loss_bbox: 0.3844 2022/11/14 07:59:28 - mmengine - INFO - Epoch(train) [16][1250/8541] lr: 2.5000e-04 eta: 16:07:46 time: 0.3219 data_time: 0.0127 memory: 7582 loss: 0.5859 loss_cls: 0.2077 loss_bbox: 0.3782 2022/11/14 07:59:45 - mmengine - INFO - Epoch(train) [16][1300/8541] lr: 2.5000e-04 eta: 16:07:30 time: 0.3324 data_time: 0.0125 memory: 8742 loss: 0.5790 loss_cls: 0.2051 loss_bbox: 0.3740 2022/11/14 08:00:01 - mmengine - INFO - Epoch(train) [16][1350/8541] lr: 2.5000e-04 eta: 16:07:13 time: 0.3194 data_time: 0.0127 memory: 7014 loss: 0.5413 loss_cls: 0.1835 loss_bbox: 0.3578 2022/11/14 08:00:17 - mmengine - INFO - Epoch(train) [16][1400/8541] lr: 2.5000e-04 eta: 16:06:57 time: 0.3204 data_time: 0.0123 memory: 7003 loss: 0.5728 loss_cls: 0.1995 loss_bbox: 0.3733 2022/11/14 08:00:33 - mmengine - INFO - Epoch(train) [16][1450/8541] lr: 2.5000e-04 eta: 16:06:40 time: 0.3233 data_time: 0.0126 memory: 7365 loss: 0.5775 loss_cls: 0.2013 loss_bbox: 0.3762 2022/11/14 08:00:49 - mmengine - INFO - Epoch(train) [16][1500/8541] lr: 2.5000e-04 eta: 16:06:23 time: 0.3171 data_time: 0.0124 memory: 7036 loss: 0.5801 loss_cls: 0.2078 loss_bbox: 0.3723 2022/11/14 08:01:05 - mmengine - INFO - Epoch(train) [16][1550/8541] lr: 2.5000e-04 eta: 16:06:07 time: 0.3237 data_time: 0.0124 memory: 7673 loss: 0.5580 loss_cls: 0.1926 loss_bbox: 0.3654 2022/11/14 08:01:22 - mmengine - INFO - Epoch(train) [16][1600/8541] lr: 2.5000e-04 eta: 16:05:50 time: 0.3256 data_time: 0.0126 memory: 7279 loss: 0.5510 loss_cls: 0.1909 loss_bbox: 0.3602 2022/11/14 08:01:38 - mmengine - INFO - Epoch(train) [16][1650/8541] lr: 2.5000e-04 eta: 16:05:34 time: 0.3281 data_time: 0.0122 memory: 7684 loss: 0.5408 loss_cls: 0.1771 loss_bbox: 0.3636 2022/11/14 08:01:54 - mmengine - INFO - Epoch(train) [16][1700/8541] lr: 2.5000e-04 eta: 16:05:18 time: 0.3218 data_time: 0.0123 memory: 7079 loss: 0.5819 loss_cls: 0.2028 loss_bbox: 0.3791 2022/11/14 08:02:10 - mmengine - INFO - Epoch(train) [16][1750/8541] lr: 2.5000e-04 eta: 16:05:01 time: 0.3200 data_time: 0.0128 memory: 7086 loss: 0.5885 loss_cls: 0.2115 loss_bbox: 0.3769 2022/11/14 08:02:27 - mmengine - INFO - Epoch(train) [16][1800/8541] lr: 2.5000e-04 eta: 16:04:45 time: 0.3293 data_time: 0.0127 memory: 8992 loss: 0.5818 loss_cls: 0.2065 loss_bbox: 0.3753 2022/11/14 08:02:43 - mmengine - INFO - Epoch(train) [16][1850/8541] lr: 2.5000e-04 eta: 16:04:29 time: 0.3296 data_time: 0.0124 memory: 9044 loss: 0.5871 loss_cls: 0.2097 loss_bbox: 0.3773 2022/11/14 08:02:55 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 08:02:59 - mmengine - INFO - Epoch(train) [16][1900/8541] lr: 2.5000e-04 eta: 16:04:12 time: 0.3221 data_time: 0.0124 memory: 7390 loss: 0.5885 loss_cls: 0.2036 loss_bbox: 0.3849 2022/11/14 08:03:15 - mmengine - INFO - Epoch(train) [16][1950/8541] lr: 2.5000e-04 eta: 16:03:56 time: 0.3243 data_time: 0.0124 memory: 7886 loss: 0.5770 loss_cls: 0.2076 loss_bbox: 0.3694 2022/11/14 08:03:32 - mmengine - INFO - Epoch(train) [16][2000/8541] lr: 2.5000e-04 eta: 16:03:39 time: 0.3209 data_time: 0.0129 memory: 7297 loss: 0.5486 loss_cls: 0.1936 loss_bbox: 0.3550 2022/11/14 08:03:48 - mmengine - INFO - Epoch(train) [16][2050/8541] lr: 2.5000e-04 eta: 16:03:23 time: 0.3204 data_time: 0.0133 memory: 7674 loss: 0.5838 loss_cls: 0.2189 loss_bbox: 0.3648 2022/11/14 08:04:04 - mmengine - INFO - Epoch(train) [16][2100/8541] lr: 2.5000e-04 eta: 16:03:06 time: 0.3253 data_time: 0.0133 memory: 8578 loss: 0.5729 loss_cls: 0.2076 loss_bbox: 0.3653 2022/11/14 08:04:20 - mmengine - INFO - Epoch(train) [16][2150/8541] lr: 2.5000e-04 eta: 16:02:50 time: 0.3203 data_time: 0.0134 memory: 6876 loss: 0.5690 loss_cls: 0.2036 loss_bbox: 0.3654 2022/11/14 08:04:36 - mmengine - INFO - Epoch(train) [16][2200/8541] lr: 2.5000e-04 eta: 16:02:33 time: 0.3191 data_time: 0.0134 memory: 7401 loss: 0.5639 loss_cls: 0.1989 loss_bbox: 0.3650 2022/11/14 08:04:52 - mmengine - INFO - Epoch(train) [16][2250/8541] lr: 2.5000e-04 eta: 16:02:16 time: 0.3223 data_time: 0.0134 memory: 8364 loss: 0.5763 loss_cls: 0.2119 loss_bbox: 0.3644 2022/11/14 08:05:08 - mmengine - INFO - Epoch(train) [16][2300/8541] lr: 2.5000e-04 eta: 16:02:00 time: 0.3222 data_time: 0.0134 memory: 7399 loss: 0.5596 loss_cls: 0.1976 loss_bbox: 0.3620 2022/11/14 08:05:25 - mmengine - INFO - Epoch(train) [16][2350/8541] lr: 2.5000e-04 eta: 16:01:44 time: 0.3324 data_time: 0.0129 memory: 8414 loss: 0.5563 loss_cls: 0.1900 loss_bbox: 0.3662 2022/11/14 08:05:41 - mmengine - INFO - Epoch(train) [16][2400/8541] lr: 2.5000e-04 eta: 16:01:27 time: 0.3218 data_time: 0.0126 memory: 7424 loss: 0.5605 loss_cls: 0.2028 loss_bbox: 0.3578 2022/11/14 08:05:58 - mmengine - INFO - Epoch(train) [16][2450/8541] lr: 2.5000e-04 eta: 16:01:11 time: 0.3321 data_time: 0.0129 memory: 7805 loss: 0.6072 loss_cls: 0.2230 loss_bbox: 0.3842 2022/11/14 08:06:14 - mmengine - INFO - Epoch(train) [16][2500/8541] lr: 2.5000e-04 eta: 16:00:55 time: 0.3256 data_time: 0.0127 memory: 8370 loss: 0.5766 loss_cls: 0.2064 loss_bbox: 0.3702 2022/11/14 08:06:30 - mmengine - INFO - Epoch(train) [16][2550/8541] lr: 2.5000e-04 eta: 16:00:38 time: 0.3206 data_time: 0.0128 memory: 7061 loss: 0.5712 loss_cls: 0.2075 loss_bbox: 0.3637 2022/11/14 08:06:46 - mmengine - INFO - Epoch(train) [16][2600/8541] lr: 2.5000e-04 eta: 16:00:22 time: 0.3261 data_time: 0.0124 memory: 7533 loss: 0.5853 loss_cls: 0.2059 loss_bbox: 0.3794 2022/11/14 08:07:02 - mmengine - INFO - Epoch(train) [16][2650/8541] lr: 2.5000e-04 eta: 16:00:05 time: 0.3221 data_time: 0.0125 memory: 6829 loss: 0.6015 loss_cls: 0.2227 loss_bbox: 0.3788 2022/11/14 08:07:19 - mmengine - INFO - Epoch(train) [16][2700/8541] lr: 2.5000e-04 eta: 15:59:50 time: 0.3326 data_time: 0.0126 memory: 7489 loss: 0.5892 loss_cls: 0.2042 loss_bbox: 0.3850 2022/11/14 08:07:36 - mmengine - INFO - Epoch(train) [16][2750/8541] lr: 2.5000e-04 eta: 15:59:34 time: 0.3320 data_time: 0.0130 memory: 10540 loss: 0.5778 loss_cls: 0.2103 loss_bbox: 0.3675 2022/11/14 08:07:52 - mmengine - INFO - Epoch(train) [16][2800/8541] lr: 2.5000e-04 eta: 15:59:17 time: 0.3242 data_time: 0.0132 memory: 6990 loss: 0.5594 loss_cls: 0.2026 loss_bbox: 0.3568 2022/11/14 08:08:08 - mmengine - INFO - Epoch(train) [16][2850/8541] lr: 2.5000e-04 eta: 15:59:01 time: 0.3203 data_time: 0.0130 memory: 7251 loss: 0.5798 loss_cls: 0.2066 loss_bbox: 0.3732 2022/11/14 08:08:19 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 08:08:24 - mmengine - INFO - Epoch(train) [16][2900/8541] lr: 2.5000e-04 eta: 15:58:44 time: 0.3258 data_time: 0.0142 memory: 7261 loss: 0.5779 loss_cls: 0.2103 loss_bbox: 0.3676 2022/11/14 08:08:41 - mmengine - INFO - Epoch(train) [16][2950/8541] lr: 2.5000e-04 eta: 15:58:28 time: 0.3215 data_time: 0.0128 memory: 8094 loss: 0.5698 loss_cls: 0.2026 loss_bbox: 0.3672 2022/11/14 08:08:58 - mmengine - INFO - Epoch(train) [16][3000/8541] lr: 2.5000e-04 eta: 15:58:13 time: 0.3423 data_time: 0.0131 memory: 8135 loss: 0.5821 loss_cls: 0.2023 loss_bbox: 0.3797 2022/11/14 08:09:14 - mmengine - INFO - Epoch(train) [16][3050/8541] lr: 2.5000e-04 eta: 15:57:56 time: 0.3234 data_time: 0.0129 memory: 7375 loss: 0.5516 loss_cls: 0.1910 loss_bbox: 0.3606 2022/11/14 08:09:30 - mmengine - INFO - Epoch(train) [16][3100/8541] lr: 2.5000e-04 eta: 15:57:40 time: 0.3304 data_time: 0.0129 memory: 8129 loss: 0.5451 loss_cls: 0.1873 loss_bbox: 0.3578 2022/11/14 08:09:47 - mmengine - INFO - Epoch(train) [16][3150/8541] lr: 2.5000e-04 eta: 15:57:24 time: 0.3271 data_time: 0.0130 memory: 7220 loss: 0.5168 loss_cls: 0.1737 loss_bbox: 0.3431 2022/11/14 08:10:03 - mmengine - INFO - Epoch(train) [16][3200/8541] lr: 2.5000e-04 eta: 15:57:07 time: 0.3205 data_time: 0.0131 memory: 6706 loss: 0.5443 loss_cls: 0.1914 loss_bbox: 0.3529 2022/11/14 08:10:20 - mmengine - INFO - Epoch(train) [16][3250/8541] lr: 2.5000e-04 eta: 15:56:51 time: 0.3337 data_time: 0.0130 memory: 7795 loss: 0.6252 loss_cls: 0.2389 loss_bbox: 0.3863 2022/11/14 08:10:36 - mmengine - INFO - Epoch(train) [16][3300/8541] lr: 2.5000e-04 eta: 15:56:35 time: 0.3183 data_time: 0.0131 memory: 7054 loss: 0.5721 loss_cls: 0.2105 loss_bbox: 0.3616 2022/11/14 08:10:52 - mmengine - INFO - Epoch(train) [16][3350/8541] lr: 2.5000e-04 eta: 15:56:18 time: 0.3237 data_time: 0.0132 memory: 7326 loss: 0.5519 loss_cls: 0.1890 loss_bbox: 0.3629 2022/11/14 08:11:08 - mmengine - INFO - Epoch(train) [16][3400/8541] lr: 2.5000e-04 eta: 15:56:02 time: 0.3227 data_time: 0.0133 memory: 6958 loss: 0.5906 loss_cls: 0.2129 loss_bbox: 0.3777 2022/11/14 08:11:24 - mmengine - INFO - Epoch(train) [16][3450/8541] lr: 2.5000e-04 eta: 15:55:45 time: 0.3268 data_time: 0.0133 memory: 8190 loss: 0.5567 loss_cls: 0.1904 loss_bbox: 0.3663 2022/11/14 08:11:41 - mmengine - INFO - Epoch(train) [16][3500/8541] lr: 2.5000e-04 eta: 15:55:30 time: 0.3337 data_time: 0.0128 memory: 7930 loss: 0.6075 loss_cls: 0.2128 loss_bbox: 0.3947 2022/11/14 08:11:57 - mmengine - INFO - Epoch(train) [16][3550/8541] lr: 2.5000e-04 eta: 15:55:13 time: 0.3175 data_time: 0.0131 memory: 6969 loss: 0.6069 loss_cls: 0.2250 loss_bbox: 0.3819 2022/11/14 08:12:13 - mmengine - INFO - Epoch(train) [16][3600/8541] lr: 2.5000e-04 eta: 15:54:56 time: 0.3184 data_time: 0.0136 memory: 7069 loss: 0.5895 loss_cls: 0.2186 loss_bbox: 0.3708 2022/11/14 08:12:29 - mmengine - INFO - Epoch(train) [16][3650/8541] lr: 2.5000e-04 eta: 15:54:40 time: 0.3258 data_time: 0.0136 memory: 7855 loss: 0.6063 loss_cls: 0.2192 loss_bbox: 0.3871 2022/11/14 08:12:45 - mmengine - INFO - Epoch(train) [16][3700/8541] lr: 2.5000e-04 eta: 15:54:23 time: 0.3170 data_time: 0.0135 memory: 8039 loss: 0.5920 loss_cls: 0.2213 loss_bbox: 0.3707 2022/11/14 08:13:01 - mmengine - INFO - Epoch(train) [16][3750/8541] lr: 2.5000e-04 eta: 15:54:06 time: 0.3199 data_time: 0.0136 memory: 8340 loss: 0.5736 loss_cls: 0.2090 loss_bbox: 0.3646 2022/11/14 08:13:17 - mmengine - INFO - Epoch(train) [16][3800/8541] lr: 2.5000e-04 eta: 15:53:49 time: 0.3220 data_time: 0.0135 memory: 7142 loss: 0.5850 loss_cls: 0.2112 loss_bbox: 0.3738 2022/11/14 08:13:33 - mmengine - INFO - Epoch(train) [16][3850/8541] lr: 2.5000e-04 eta: 15:53:33 time: 0.3236 data_time: 0.0126 memory: 7671 loss: 0.5740 loss_cls: 0.2066 loss_bbox: 0.3674 2022/11/14 08:13:45 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 08:13:50 - mmengine - INFO - Epoch(train) [16][3900/8541] lr: 2.5000e-04 eta: 15:53:17 time: 0.3246 data_time: 0.0127 memory: 7655 loss: 0.5668 loss_cls: 0.1992 loss_bbox: 0.3675 2022/11/14 08:14:06 - mmengine - INFO - Epoch(train) [16][3950/8541] lr: 2.5000e-04 eta: 15:53:00 time: 0.3297 data_time: 0.0128 memory: 8059 loss: 0.5720 loss_cls: 0.2039 loss_bbox: 0.3682 2022/11/14 08:14:22 - mmengine - INFO - Epoch(train) [16][4000/8541] lr: 2.5000e-04 eta: 15:52:44 time: 0.3244 data_time: 0.0132 memory: 7187 loss: 0.5860 loss_cls: 0.2109 loss_bbox: 0.3751 2022/11/14 08:14:38 - mmengine - INFO - Epoch(train) [16][4050/8541] lr: 2.5000e-04 eta: 15:52:27 time: 0.3187 data_time: 0.0134 memory: 8023 loss: 0.5815 loss_cls: 0.2084 loss_bbox: 0.3731 2022/11/14 08:14:54 - mmengine - INFO - Epoch(train) [16][4100/8541] lr: 2.5000e-04 eta: 15:52:11 time: 0.3205 data_time: 0.0135 memory: 7814 loss: 0.7254 loss_cls: 0.2903 loss_bbox: 0.4350 2022/11/14 08:15:11 - mmengine - INFO - Epoch(train) [16][4150/8541] lr: 2.5000e-04 eta: 15:51:54 time: 0.3270 data_time: 0.0132 memory: 7579 loss: 0.6876 loss_cls: 0.2727 loss_bbox: 0.4149 2022/11/14 08:15:27 - mmengine - INFO - Epoch(train) [16][4200/8541] lr: 2.5000e-04 eta: 15:51:38 time: 0.3186 data_time: 0.0132 memory: 7004 loss: 0.6559 loss_cls: 0.2606 loss_bbox: 0.3953 2022/11/14 08:15:43 - mmengine - INFO - Epoch(train) [16][4250/8541] lr: 2.5000e-04 eta: 15:51:22 time: 0.3323 data_time: 0.0129 memory: 8732 loss: 0.6782 loss_cls: 0.2794 loss_bbox: 0.3988 2022/11/14 08:15:59 - mmengine - INFO - Epoch(train) [16][4300/8541] lr: 2.5000e-04 eta: 15:51:05 time: 0.3167 data_time: 0.0127 memory: 7255 loss: 0.6013 loss_cls: 0.2316 loss_bbox: 0.3697 2022/11/14 08:16:16 - mmengine - INFO - Epoch(train) [16][4350/8541] lr: 2.5000e-04 eta: 15:50:49 time: 0.3269 data_time: 0.0132 memory: 8255 loss: 0.6002 loss_cls: 0.2173 loss_bbox: 0.3829 2022/11/14 08:16:32 - mmengine - INFO - Epoch(train) [16][4400/8541] lr: 2.5000e-04 eta: 15:50:32 time: 0.3242 data_time: 0.0130 memory: 7402 loss: 0.6071 loss_cls: 0.2258 loss_bbox: 0.3813 2022/11/14 08:16:48 - mmengine - INFO - Epoch(train) [16][4450/8541] lr: 2.5000e-04 eta: 15:50:16 time: 0.3246 data_time: 0.0127 memory: 7865 loss: 0.5977 loss_cls: 0.2203 loss_bbox: 0.3774 2022/11/14 08:17:05 - mmengine - INFO - Epoch(train) [16][4500/8541] lr: 2.5000e-04 eta: 15:50:00 time: 0.3286 data_time: 0.0131 memory: 7106 loss: 0.5852 loss_cls: 0.2102 loss_bbox: 0.3751 2022/11/14 08:17:21 - mmengine - INFO - Epoch(train) [16][4550/8541] lr: 2.5000e-04 eta: 15:49:44 time: 0.3295 data_time: 0.0125 memory: 7347 loss: 0.5627 loss_cls: 0.1979 loss_bbox: 0.3648 2022/11/14 08:17:37 - mmengine - INFO - Epoch(train) [16][4600/8541] lr: 2.5000e-04 eta: 15:49:27 time: 0.3227 data_time: 0.0126 memory: 7524 loss: 0.5788 loss_cls: 0.2118 loss_bbox: 0.3670 2022/11/14 08:17:54 - mmengine - INFO - Epoch(train) [16][4650/8541] lr: 2.5000e-04 eta: 15:49:11 time: 0.3306 data_time: 0.0127 memory: 7784 loss: 0.5722 loss_cls: 0.1968 loss_bbox: 0.3754 2022/11/14 08:18:10 - mmengine - INFO - Epoch(train) [16][4700/8541] lr: 2.5000e-04 eta: 15:48:54 time: 0.3191 data_time: 0.0133 memory: 7185 loss: 0.5696 loss_cls: 0.2050 loss_bbox: 0.3646 2022/11/14 08:18:26 - mmengine - INFO - Epoch(train) [16][4750/8541] lr: 2.5000e-04 eta: 15:48:38 time: 0.3216 data_time: 0.0137 memory: 8234 loss: 0.6247 loss_cls: 0.2303 loss_bbox: 0.3944 2022/11/14 08:18:42 - mmengine - INFO - Epoch(train) [16][4800/8541] lr: 2.5000e-04 eta: 15:48:22 time: 0.3272 data_time: 0.0133 memory: 7661 loss: 0.5881 loss_cls: 0.2076 loss_bbox: 0.3805 2022/11/14 08:18:59 - mmengine - INFO - Epoch(train) [16][4850/8541] lr: 2.5000e-04 eta: 15:48:05 time: 0.3215 data_time: 0.0137 memory: 8564 loss: 0.6266 loss_cls: 0.2275 loss_bbox: 0.3991 2022/11/14 08:19:10 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 08:19:15 - mmengine - INFO - Epoch(train) [16][4900/8541] lr: 2.5000e-04 eta: 15:47:48 time: 0.3200 data_time: 0.0137 memory: 7867 loss: 0.5848 loss_cls: 0.2127 loss_bbox: 0.3721 2022/11/14 08:19:30 - mmengine - INFO - Epoch(train) [16][4950/8541] lr: 2.5000e-04 eta: 15:47:31 time: 0.3170 data_time: 0.0136 memory: 7430 loss: 0.5901 loss_cls: 0.2177 loss_bbox: 0.3724 2022/11/14 08:19:47 - mmengine - INFO - Epoch(train) [16][5000/8541] lr: 2.5000e-04 eta: 15:47:15 time: 0.3249 data_time: 0.0137 memory: 7786 loss: 0.5689 loss_cls: 0.1969 loss_bbox: 0.3719 2022/11/14 08:20:03 - mmengine - INFO - Epoch(train) [16][5050/8541] lr: 2.5000e-04 eta: 15:46:58 time: 0.3213 data_time: 0.0137 memory: 7218 loss: 0.5685 loss_cls: 0.1959 loss_bbox: 0.3725 2022/11/14 08:20:19 - mmengine - INFO - Epoch(train) [16][5100/8541] lr: 2.5000e-04 eta: 15:46:42 time: 0.3248 data_time: 0.0137 memory: 8173 loss: 0.5906 loss_cls: 0.2171 loss_bbox: 0.3735 2022/11/14 08:20:36 - mmengine - INFO - Epoch(train) [16][5150/8541] lr: 2.5000e-04 eta: 15:46:26 time: 0.3282 data_time: 0.0137 memory: 7530 loss: 0.5413 loss_cls: 0.1851 loss_bbox: 0.3562 2022/11/14 08:20:52 - mmengine - INFO - Epoch(train) [16][5200/8541] lr: 2.5000e-04 eta: 15:46:10 time: 0.3255 data_time: 0.0137 memory: 7185 loss: 0.5709 loss_cls: 0.1979 loss_bbox: 0.3731 2022/11/14 08:21:08 - mmengine - INFO - Epoch(train) [16][5250/8541] lr: 2.5000e-04 eta: 15:45:53 time: 0.3190 data_time: 0.0137 memory: 6924 loss: 0.5497 loss_cls: 0.1937 loss_bbox: 0.3560 2022/11/14 08:21:24 - mmengine - INFO - Epoch(train) [16][5300/8541] lr: 2.5000e-04 eta: 15:45:36 time: 0.3155 data_time: 0.0136 memory: 7820 loss: 0.5876 loss_cls: 0.2092 loss_bbox: 0.3784 2022/11/14 08:21:40 - mmengine - INFO - Epoch(train) [16][5350/8541] lr: 2.5000e-04 eta: 15:45:19 time: 0.3262 data_time: 0.0137 memory: 7836 loss: 0.5540 loss_cls: 0.1951 loss_bbox: 0.3590 2022/11/14 08:21:56 - mmengine - INFO - Epoch(train) [16][5400/8541] lr: 2.5000e-04 eta: 15:45:03 time: 0.3228 data_time: 0.0135 memory: 7121 loss: 0.5548 loss_cls: 0.1912 loss_bbox: 0.3636 2022/11/14 08:22:12 - mmengine - INFO - Epoch(train) [16][5450/8541] lr: 2.5000e-04 eta: 15:44:47 time: 0.3257 data_time: 0.0131 memory: 7156 loss: 0.5731 loss_cls: 0.2026 loss_bbox: 0.3704 2022/11/14 08:22:29 - mmengine - INFO - Epoch(train) [16][5500/8541] lr: 2.5000e-04 eta: 15:44:30 time: 0.3227 data_time: 0.0132 memory: 7198 loss: 0.5548 loss_cls: 0.1946 loss_bbox: 0.3602 2022/11/14 08:22:45 - mmengine - INFO - Epoch(train) [16][5550/8541] lr: 2.5000e-04 eta: 15:44:13 time: 0.3190 data_time: 0.0137 memory: 6656 loss: 0.5982 loss_cls: 0.2147 loss_bbox: 0.3835 2022/11/14 08:23:01 - mmengine - INFO - Epoch(train) [16][5600/8541] lr: 2.5000e-04 eta: 15:43:57 time: 0.3299 data_time: 0.0136 memory: 7684 loss: 0.5599 loss_cls: 0.1933 loss_bbox: 0.3666 2022/11/14 08:23:18 - mmengine - INFO - Epoch(train) [16][5650/8541] lr: 2.5000e-04 eta: 15:43:41 time: 0.3323 data_time: 0.0137 memory: 7954 loss: 0.5674 loss_cls: 0.1976 loss_bbox: 0.3698 2022/11/14 08:23:34 - mmengine - INFO - Epoch(train) [16][5700/8541] lr: 2.5000e-04 eta: 15:43:25 time: 0.3288 data_time: 0.0138 memory: 9540 loss: 0.5905 loss_cls: 0.2085 loss_bbox: 0.3820 2022/11/14 08:23:50 - mmengine - INFO - Epoch(train) [16][5750/8541] lr: 2.5000e-04 eta: 15:43:09 time: 0.3187 data_time: 0.0137 memory: 7244 loss: 0.5817 loss_cls: 0.2098 loss_bbox: 0.3720 2022/11/14 08:24:06 - mmengine - INFO - Epoch(train) [16][5800/8541] lr: 2.5000e-04 eta: 15:42:52 time: 0.3211 data_time: 0.0134 memory: 7719 loss: 0.5710 loss_cls: 0.2063 loss_bbox: 0.3647 2022/11/14 08:24:23 - mmengine - INFO - Epoch(train) [16][5850/8541] lr: 2.5000e-04 eta: 15:42:36 time: 0.3270 data_time: 0.0134 memory: 8343 loss: 0.5822 loss_cls: 0.2083 loss_bbox: 0.3739 2022/11/14 08:24:34 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 08:24:39 - mmengine - INFO - Epoch(train) [16][5900/8541] lr: 2.5000e-04 eta: 15:42:19 time: 0.3213 data_time: 0.0137 memory: 7221 loss: 0.5512 loss_cls: 0.1875 loss_bbox: 0.3637 2022/11/14 08:24:55 - mmengine - INFO - Epoch(train) [16][5950/8541] lr: 2.5000e-04 eta: 15:42:03 time: 0.3249 data_time: 0.0131 memory: 7360 loss: 0.5756 loss_cls: 0.2094 loss_bbox: 0.3661 2022/11/14 08:25:11 - mmengine - INFO - Epoch(train) [16][6000/8541] lr: 2.5000e-04 eta: 15:41:46 time: 0.3255 data_time: 0.0130 memory: 8488 loss: 0.5865 loss_cls: 0.2191 loss_bbox: 0.3673 2022/11/14 08:25:28 - mmengine - INFO - Epoch(train) [16][6050/8541] lr: 2.5000e-04 eta: 15:41:30 time: 0.3260 data_time: 0.0129 memory: 7282 loss: 0.5739 loss_cls: 0.2058 loss_bbox: 0.3681 2022/11/14 08:25:44 - mmengine - INFO - Epoch(train) [16][6100/8541] lr: 2.5000e-04 eta: 15:41:14 time: 0.3276 data_time: 0.0130 memory: 7659 loss: 0.5773 loss_cls: 0.2139 loss_bbox: 0.3634 2022/11/14 08:26:01 - mmengine - INFO - Epoch(train) [16][6150/8541] lr: 2.5000e-04 eta: 15:40:58 time: 0.3334 data_time: 0.0129 memory: 8829 loss: 0.5964 loss_cls: 0.2129 loss_bbox: 0.3835 2022/11/14 08:26:17 - mmengine - INFO - Epoch(train) [16][6200/8541] lr: 2.5000e-04 eta: 15:40:42 time: 0.3262 data_time: 0.0132 memory: 9085 loss: 0.6166 loss_cls: 0.2359 loss_bbox: 0.3807 2022/11/14 08:26:33 - mmengine - INFO - Epoch(train) [16][6250/8541] lr: 2.5000e-04 eta: 15:40:26 time: 0.3258 data_time: 0.0130 memory: 7212 loss: 0.5718 loss_cls: 0.2052 loss_bbox: 0.3666 2022/11/14 08:26:50 - mmengine - INFO - Epoch(train) [16][6300/8541] lr: 2.5000e-04 eta: 15:40:09 time: 0.3294 data_time: 0.0129 memory: 8017 loss: 0.5698 loss_cls: 0.2072 loss_bbox: 0.3626 2022/11/14 08:27:06 - mmengine - INFO - Epoch(train) [16][6350/8541] lr: 2.5000e-04 eta: 15:39:53 time: 0.3256 data_time: 0.0132 memory: 7455 loss: 0.5530 loss_cls: 0.1955 loss_bbox: 0.3576 2022/11/14 08:27:22 - mmengine - INFO - Epoch(train) [16][6400/8541] lr: 2.5000e-04 eta: 15:39:37 time: 0.3217 data_time: 0.0133 memory: 8011 loss: 0.5936 loss_cls: 0.2209 loss_bbox: 0.3727 2022/11/14 08:27:39 - mmengine - INFO - Epoch(train) [16][6450/8541] lr: 2.5000e-04 eta: 15:39:20 time: 0.3288 data_time: 0.0126 memory: 7380 loss: 0.5682 loss_cls: 0.2000 loss_bbox: 0.3682 2022/11/14 08:27:55 - mmengine - INFO - Epoch(train) [16][6500/8541] lr: 2.5000e-04 eta: 15:39:04 time: 0.3248 data_time: 0.0126 memory: 8290 loss: 0.5598 loss_cls: 0.1996 loss_bbox: 0.3602 2022/11/14 08:28:11 - mmengine - INFO - Epoch(train) [16][6550/8541] lr: 2.5000e-04 eta: 15:38:47 time: 0.3207 data_time: 0.0129 memory: 7106 loss: 0.5841 loss_cls: 0.2089 loss_bbox: 0.3752 2022/11/14 08:28:28 - mmengine - INFO - Epoch(train) [16][6600/8541] lr: 2.5000e-04 eta: 15:38:32 time: 0.3308 data_time: 0.0128 memory: 7584 loss: 0.5836 loss_cls: 0.2184 loss_bbox: 0.3652 2022/11/14 08:28:44 - mmengine - INFO - Epoch(train) [16][6650/8541] lr: 2.5000e-04 eta: 15:38:15 time: 0.3259 data_time: 0.0126 memory: 7014 loss: 0.5623 loss_cls: 0.2024 loss_bbox: 0.3599 2022/11/14 08:29:01 - mmengine - INFO - Epoch(train) [16][6700/8541] lr: 2.5000e-04 eta: 15:37:59 time: 0.3275 data_time: 0.0129 memory: 7222 loss: 0.5608 loss_cls: 0.1945 loss_bbox: 0.3663 2022/11/14 08:29:17 - mmengine - INFO - Epoch(train) [16][6750/8541] lr: 2.5000e-04 eta: 15:37:43 time: 0.3227 data_time: 0.0130 memory: 7632 loss: 0.5751 loss_cls: 0.2060 loss_bbox: 0.3691 2022/11/14 08:29:33 - mmengine - INFO - Epoch(train) [16][6800/8541] lr: 2.5000e-04 eta: 15:37:26 time: 0.3177 data_time: 0.0129 memory: 7188 loss: 0.5760 loss_cls: 0.2157 loss_bbox: 0.3603 2022/11/14 08:29:49 - mmengine - INFO - Epoch(train) [16][6850/8541] lr: 2.5000e-04 eta: 15:37:09 time: 0.3193 data_time: 0.0133 memory: 7028 loss: 0.5684 loss_cls: 0.2118 loss_bbox: 0.3566 2022/11/14 08:30:00 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 08:30:05 - mmengine - INFO - Epoch(train) [16][6900/8541] lr: 2.5000e-04 eta: 15:36:52 time: 0.3212 data_time: 0.0129 memory: 7048 loss: 0.6252 loss_cls: 0.2363 loss_bbox: 0.3889 2022/11/14 08:30:21 - mmengine - INFO - Epoch(train) [16][6950/8541] lr: 2.5000e-04 eta: 15:36:37 time: 0.3351 data_time: 0.0125 memory: 8195 loss: 0.5945 loss_cls: 0.2094 loss_bbox: 0.3851 2022/11/14 08:30:38 - mmengine - INFO - Epoch(train) [16][7000/8541] lr: 2.5000e-04 eta: 15:36:20 time: 0.3220 data_time: 0.0129 memory: 7476 loss: 0.5720 loss_cls: 0.2086 loss_bbox: 0.3634 2022/11/14 08:30:54 - mmengine - INFO - Epoch(train) [16][7050/8541] lr: 2.5000e-04 eta: 15:36:04 time: 0.3330 data_time: 0.0128 memory: 7781 loss: 0.5968 loss_cls: 0.2156 loss_bbox: 0.3813 2022/11/14 08:31:11 - mmengine - INFO - Epoch(train) [16][7100/8541] lr: 2.5000e-04 eta: 15:35:48 time: 0.3279 data_time: 0.0128 memory: 7497 loss: 0.5339 loss_cls: 0.1789 loss_bbox: 0.3551 2022/11/14 08:31:27 - mmengine - INFO - Epoch(train) [16][7150/8541] lr: 2.5000e-04 eta: 15:35:32 time: 0.3286 data_time: 0.0129 memory: 7571 loss: 0.5533 loss_cls: 0.1934 loss_bbox: 0.3599 2022/11/14 08:31:43 - mmengine - INFO - Epoch(train) [16][7200/8541] lr: 2.5000e-04 eta: 15:35:15 time: 0.3186 data_time: 0.0133 memory: 7015 loss: 0.5847 loss_cls: 0.2075 loss_bbox: 0.3772 2022/11/14 08:31:59 - mmengine - INFO - Epoch(train) [16][7250/8541] lr: 2.5000e-04 eta: 15:34:59 time: 0.3242 data_time: 0.0133 memory: 7532 loss: 0.5854 loss_cls: 0.2121 loss_bbox: 0.3733 2022/11/14 08:32:16 - mmengine - INFO - Epoch(train) [16][7300/8541] lr: 2.5000e-04 eta: 15:34:43 time: 0.3298 data_time: 0.0131 memory: 8178 loss: 0.5528 loss_cls: 0.1970 loss_bbox: 0.3558 2022/11/14 08:32:32 - mmengine - INFO - Epoch(train) [16][7350/8541] lr: 2.5000e-04 eta: 15:34:26 time: 0.3255 data_time: 0.0129 memory: 7193 loss: 0.5417 loss_cls: 0.1888 loss_bbox: 0.3529 2022/11/14 08:32:48 - mmengine - INFO - Epoch(train) [16][7400/8541] lr: 2.5000e-04 eta: 15:34:10 time: 0.3222 data_time: 0.0129 memory: 6844 loss: 0.5673 loss_cls: 0.1964 loss_bbox: 0.3709 2022/11/14 08:33:04 - mmengine - INFO - Epoch(train) [16][7450/8541] lr: 2.5000e-04 eta: 15:33:53 time: 0.3205 data_time: 0.0121 memory: 7033 loss: 0.5556 loss_cls: 0.2028 loss_bbox: 0.3528 2022/11/14 08:33:20 - mmengine - INFO - Epoch(train) [16][7500/8541] lr: 2.5000e-04 eta: 15:33:37 time: 0.3197 data_time: 0.0128 memory: 7720 loss: 0.5650 loss_cls: 0.2077 loss_bbox: 0.3573 2022/11/14 08:33:37 - mmengine - INFO - Epoch(train) [16][7550/8541] lr: 2.5000e-04 eta: 15:33:20 time: 0.3288 data_time: 0.0128 memory: 7908 loss: 0.5869 loss_cls: 0.2083 loss_bbox: 0.3786 2022/11/14 08:33:53 - mmengine - INFO - Epoch(train) [16][7600/8541] lr: 2.5000e-04 eta: 15:33:04 time: 0.3216 data_time: 0.0132 memory: 7439 loss: 0.5699 loss_cls: 0.2098 loss_bbox: 0.3601 2022/11/14 08:34:09 - mmengine - INFO - Epoch(train) [16][7650/8541] lr: 2.5000e-04 eta: 15:32:47 time: 0.3211 data_time: 0.0129 memory: 6984 loss: 0.6139 loss_cls: 0.2240 loss_bbox: 0.3899 2022/11/14 08:34:25 - mmengine - INFO - Epoch(train) [16][7700/8541] lr: 2.5000e-04 eta: 15:32:31 time: 0.3244 data_time: 0.0127 memory: 7807 loss: 0.5825 loss_cls: 0.2158 loss_bbox: 0.3667 2022/11/14 08:34:42 - mmengine - INFO - Epoch(train) [16][7750/8541] lr: 2.5000e-04 eta: 15:32:15 time: 0.3265 data_time: 0.0125 memory: 7495 loss: 0.5849 loss_cls: 0.2083 loss_bbox: 0.3766 2022/11/14 08:34:58 - mmengine - INFO - Epoch(train) [16][7800/8541] lr: 2.5000e-04 eta: 15:31:58 time: 0.3259 data_time: 0.0131 memory: 9041 loss: 0.5645 loss_cls: 0.1905 loss_bbox: 0.3740 2022/11/14 08:35:14 - mmengine - INFO - Epoch(train) [16][7850/8541] lr: 2.5000e-04 eta: 15:31:42 time: 0.3268 data_time: 0.0129 memory: 7501 loss: 0.5958 loss_cls: 0.2232 loss_bbox: 0.3726 2022/11/14 08:35:26 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 08:35:31 - mmengine - INFO - Epoch(train) [16][7900/8541] lr: 2.5000e-04 eta: 15:31:26 time: 0.3269 data_time: 0.0130 memory: 8854 loss: 0.6253 loss_cls: 0.2356 loss_bbox: 0.3897 2022/11/14 08:35:47 - mmengine - INFO - Epoch(train) [16][7950/8541] lr: 2.5000e-04 eta: 15:31:10 time: 0.3312 data_time: 0.0127 memory: 7620 loss: 0.5810 loss_cls: 0.2036 loss_bbox: 0.3774 2022/11/14 08:36:03 - mmengine - INFO - Epoch(train) [16][8000/8541] lr: 2.5000e-04 eta: 15:30:53 time: 0.3215 data_time: 0.0131 memory: 6989 loss: 0.6166 loss_cls: 0.2308 loss_bbox: 0.3859 2022/11/14 08:36:20 - mmengine - INFO - Epoch(train) [16][8050/8541] lr: 2.5000e-04 eta: 15:30:37 time: 0.3221 data_time: 0.0128 memory: 7241 loss: 0.7300 loss_cls: 0.2966 loss_bbox: 0.4334 2022/11/14 08:36:36 - mmengine - INFO - Epoch(train) [16][8100/8541] lr: 2.5000e-04 eta: 15:30:20 time: 0.3227 data_time: 0.0125 memory: 7403 loss: 0.6726 loss_cls: 0.2589 loss_bbox: 0.4138 2022/11/14 08:36:52 - mmengine - INFO - Epoch(train) [16][8150/8541] lr: 2.5000e-04 eta: 15:30:04 time: 0.3287 data_time: 0.0123 memory: 7931 loss: 0.6547 loss_cls: 0.2397 loss_bbox: 0.4150 2022/11/14 08:37:08 - mmengine - INFO - Epoch(train) [16][8200/8541] lr: 2.5000e-04 eta: 15:29:47 time: 0.3216 data_time: 0.0127 memory: 7026 loss: 0.5977 loss_cls: 0.2217 loss_bbox: 0.3760 2022/11/14 08:37:25 - mmengine - INFO - Epoch(train) [16][8250/8541] lr: 2.5000e-04 eta: 15:29:31 time: 0.3249 data_time: 0.0125 memory: 7503 loss: 0.5871 loss_cls: 0.2096 loss_bbox: 0.3774 2022/11/14 08:37:41 - mmengine - INFO - Epoch(train) [16][8300/8541] lr: 2.5000e-04 eta: 15:29:15 time: 0.3276 data_time: 0.0125 memory: 7755 loss: 0.5983 loss_cls: 0.2148 loss_bbox: 0.3835 2022/11/14 08:37:57 - mmengine - INFO - Epoch(train) [16][8350/8541] lr: 2.5000e-04 eta: 15:28:59 time: 0.3280 data_time: 0.0125 memory: 8515 loss: 0.5852 loss_cls: 0.2086 loss_bbox: 0.3766 2022/11/14 08:38:14 - mmengine - INFO - Epoch(train) [16][8400/8541] lr: 2.5000e-04 eta: 15:28:43 time: 0.3287 data_time: 0.0127 memory: 8544 loss: 0.6101 loss_cls: 0.2220 loss_bbox: 0.3881 2022/11/14 08:38:30 - mmengine - INFO - Epoch(train) [16][8450/8541] lr: 2.5000e-04 eta: 15:28:26 time: 0.3196 data_time: 0.0130 memory: 7370 loss: 0.5816 loss_cls: 0.2169 loss_bbox: 0.3647 2022/11/14 08:38:46 - mmengine - INFO - Epoch(train) [16][8500/8541] lr: 2.5000e-04 eta: 15:28:10 time: 0.3239 data_time: 0.0124 memory: 7947 loss: 0.6283 loss_cls: 0.2562 loss_bbox: 0.3721 2022/11/14 08:38:59 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 08:39:17 - mmengine - INFO - Epoch(train) [17][50/8541] lr: 2.5000e-04 eta: 15:27:41 time: 0.3411 data_time: 0.0256 memory: 7927 loss: 0.5959 loss_cls: 0.2177 loss_bbox: 0.3782 2022/11/14 08:39:33 - mmengine - INFO - Epoch(train) [17][100/8541] lr: 2.5000e-04 eta: 15:27:24 time: 0.3250 data_time: 0.0122 memory: 7625 loss: 0.6066 loss_cls: 0.2155 loss_bbox: 0.3911 2022/11/14 08:39:49 - mmengine - INFO - Epoch(train) [17][150/8541] lr: 2.5000e-04 eta: 15:27:08 time: 0.3276 data_time: 0.0126 memory: 7446 loss: 0.5939 loss_cls: 0.2098 loss_bbox: 0.3842 2022/11/14 08:40:06 - mmengine - INFO - Epoch(train) [17][200/8541] lr: 2.5000e-04 eta: 15:26:52 time: 0.3245 data_time: 0.0127 memory: 7197 loss: 0.5779 loss_cls: 0.2129 loss_bbox: 0.3650 2022/11/14 08:40:22 - mmengine - INFO - Epoch(train) [17][250/8541] lr: 2.5000e-04 eta: 15:26:35 time: 0.3264 data_time: 0.0121 memory: 7532 loss: 0.5687 loss_cls: 0.2047 loss_bbox: 0.3641 2022/11/14 08:40:38 - mmengine - INFO - Epoch(train) [17][300/8541] lr: 2.5000e-04 eta: 15:26:19 time: 0.3287 data_time: 0.0126 memory: 8097 loss: 0.5819 loss_cls: 0.2032 loss_bbox: 0.3787 2022/11/14 08:40:53 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 08:40:55 - mmengine - INFO - Epoch(train) [17][350/8541] lr: 2.5000e-04 eta: 15:26:03 time: 0.3323 data_time: 0.0126 memory: 7428 loss: 0.5895 loss_cls: 0.2108 loss_bbox: 0.3787 2022/11/14 08:41:11 - mmengine - INFO - Epoch(train) [17][400/8541] lr: 2.5000e-04 eta: 15:25:47 time: 0.3244 data_time: 0.0131 memory: 7711 loss: 0.5787 loss_cls: 0.2087 loss_bbox: 0.3699 2022/11/14 08:41:28 - mmengine - INFO - Epoch(train) [17][450/8541] lr: 2.5000e-04 eta: 15:25:31 time: 0.3244 data_time: 0.0127 memory: 6953 loss: 0.5862 loss_cls: 0.2142 loss_bbox: 0.3720 2022/11/14 08:41:44 - mmengine - INFO - Epoch(train) [17][500/8541] lr: 2.5000e-04 eta: 15:25:14 time: 0.3220 data_time: 0.0129 memory: 8241 loss: 0.5550 loss_cls: 0.1981 loss_bbox: 0.3569 2022/11/14 08:42:00 - mmengine - INFO - Epoch(train) [17][550/8541] lr: 2.5000e-04 eta: 15:24:58 time: 0.3252 data_time: 0.0127 memory: 7090 loss: 0.5537 loss_cls: 0.1894 loss_bbox: 0.3644 2022/11/14 08:42:16 - mmengine - INFO - Epoch(train) [17][600/8541] lr: 2.5000e-04 eta: 15:24:42 time: 0.3283 data_time: 0.0128 memory: 8604 loss: 0.5453 loss_cls: 0.1917 loss_bbox: 0.3537 2022/11/14 08:42:33 - mmengine - INFO - Epoch(train) [17][650/8541] lr: 2.5000e-04 eta: 15:24:25 time: 0.3231 data_time: 0.0132 memory: 7462 loss: 0.5738 loss_cls: 0.1975 loss_bbox: 0.3763 2022/11/14 08:42:49 - mmengine - INFO - Epoch(train) [17][700/8541] lr: 2.5000e-04 eta: 15:24:09 time: 0.3264 data_time: 0.0121 memory: 7167 loss: 0.5746 loss_cls: 0.2039 loss_bbox: 0.3707 2022/11/14 08:43:05 - mmengine - INFO - Epoch(train) [17][750/8541] lr: 2.5000e-04 eta: 15:23:53 time: 0.3261 data_time: 0.0126 memory: 7162 loss: 0.5508 loss_cls: 0.1900 loss_bbox: 0.3607 2022/11/14 08:43:21 - mmengine - INFO - Epoch(train) [17][800/8541] lr: 2.5000e-04 eta: 15:23:36 time: 0.3192 data_time: 0.0128 memory: 7223 loss: 0.5604 loss_cls: 0.2043 loss_bbox: 0.3561 2022/11/14 08:43:37 - mmengine - INFO - Epoch(train) [17][850/8541] lr: 2.5000e-04 eta: 15:23:19 time: 0.3223 data_time: 0.0124 memory: 7142 loss: 0.5673 loss_cls: 0.2053 loss_bbox: 0.3620 2022/11/14 08:43:54 - mmengine - INFO - Epoch(train) [17][900/8541] lr: 2.5000e-04 eta: 15:23:03 time: 0.3279 data_time: 0.0128 memory: 8359 loss: 0.5583 loss_cls: 0.1898 loss_bbox: 0.3685 2022/11/14 08:44:10 - mmengine - INFO - Epoch(train) [17][950/8541] lr: 2.5000e-04 eta: 15:22:47 time: 0.3196 data_time: 0.0124 memory: 7029 loss: 0.5368 loss_cls: 0.1838 loss_bbox: 0.3530 2022/11/14 08:44:26 - mmengine - INFO - Epoch(train) [17][1000/8541] lr: 2.5000e-04 eta: 15:22:30 time: 0.3211 data_time: 0.0124 memory: 7066 loss: 0.5657 loss_cls: 0.2001 loss_bbox: 0.3656 2022/11/14 08:44:42 - mmengine - INFO - Epoch(train) [17][1050/8541] lr: 2.5000e-04 eta: 15:22:14 time: 0.3280 data_time: 0.0122 memory: 7598 loss: 0.5973 loss_cls: 0.2124 loss_bbox: 0.3849 2022/11/14 08:44:59 - mmengine - INFO - Epoch(train) [17][1100/8541] lr: 2.5000e-04 eta: 15:21:57 time: 0.3234 data_time: 0.0123 memory: 7342 loss: 0.5885 loss_cls: 0.2125 loss_bbox: 0.3760 2022/11/14 08:45:15 - mmengine - INFO - Epoch(train) [17][1150/8541] lr: 2.5000e-04 eta: 15:21:41 time: 0.3239 data_time: 0.0127 memory: 6928 loss: 0.5596 loss_cls: 0.1947 loss_bbox: 0.3650 2022/11/14 08:45:31 - mmengine - INFO - Epoch(train) [17][1200/8541] lr: 2.5000e-04 eta: 15:21:24 time: 0.3195 data_time: 0.0132 memory: 7658 loss: 0.5805 loss_cls: 0.2051 loss_bbox: 0.3755 2022/11/14 08:45:47 - mmengine - INFO - Epoch(train) [17][1250/8541] lr: 2.5000e-04 eta: 15:21:07 time: 0.3191 data_time: 0.0133 memory: 7468 loss: 0.5672 loss_cls: 0.2064 loss_bbox: 0.3607 2022/11/14 08:46:03 - mmengine - INFO - Epoch(train) [17][1300/8541] lr: 2.5000e-04 eta: 15:20:51 time: 0.3238 data_time: 0.0133 memory: 7409 loss: 0.5448 loss_cls: 0.1891 loss_bbox: 0.3557 2022/11/14 08:46:17 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 08:46:19 - mmengine - INFO - Epoch(train) [17][1350/8541] lr: 2.5000e-04 eta: 15:20:34 time: 0.3191 data_time: 0.0133 memory: 7367 loss: 0.5583 loss_cls: 0.1911 loss_bbox: 0.3672 2022/11/14 08:46:35 - mmengine - INFO - Epoch(train) [17][1400/8541] lr: 2.5000e-04 eta: 15:20:18 time: 0.3225 data_time: 0.0130 memory: 7518 loss: 0.5719 loss_cls: 0.2019 loss_bbox: 0.3700 2022/11/14 08:46:52 - mmengine - INFO - Epoch(train) [17][1450/8541] lr: 2.5000e-04 eta: 15:20:02 time: 0.3291 data_time: 0.0131 memory: 7864 loss: 0.5901 loss_cls: 0.2033 loss_bbox: 0.3868 2022/11/14 08:47:07 - mmengine - INFO - Epoch(train) [17][1500/8541] lr: 2.5000e-04 eta: 15:19:45 time: 0.3147 data_time: 0.0129 memory: 7009 loss: 0.5765 loss_cls: 0.2137 loss_bbox: 0.3628 2022/11/14 08:47:24 - mmengine - INFO - Epoch(train) [17][1550/8541] lr: 2.5000e-04 eta: 15:19:29 time: 0.3309 data_time: 0.0131 memory: 8289 loss: 0.5680 loss_cls: 0.1968 loss_bbox: 0.3713 2022/11/14 08:47:40 - mmengine - INFO - Epoch(train) [17][1600/8541] lr: 2.5000e-04 eta: 15:19:12 time: 0.3174 data_time: 0.0131 memory: 7035 loss: 0.5716 loss_cls: 0.2038 loss_bbox: 0.3678 2022/11/14 08:47:56 - mmengine - INFO - Epoch(train) [17][1650/8541] lr: 2.5000e-04 eta: 15:18:55 time: 0.3189 data_time: 0.0132 memory: 7217 loss: 0.5622 loss_cls: 0.2029 loss_bbox: 0.3593 2022/11/14 08:48:12 - mmengine - INFO - Epoch(train) [17][1700/8541] lr: 2.5000e-04 eta: 15:18:38 time: 0.3190 data_time: 0.0125 memory: 7090 loss: 0.5735 loss_cls: 0.2074 loss_bbox: 0.3660 2022/11/14 08:48:28 - mmengine - INFO - Epoch(train) [17][1750/8541] lr: 2.5000e-04 eta: 15:18:22 time: 0.3208 data_time: 0.0126 memory: 6881 loss: 0.5706 loss_cls: 0.2060 loss_bbox: 0.3646 2022/11/14 08:48:44 - mmengine - INFO - Epoch(train) [17][1800/8541] lr: 2.5000e-04 eta: 15:18:06 time: 0.3288 data_time: 0.0128 memory: 7860 loss: 0.5541 loss_cls: 0.1925 loss_bbox: 0.3616 2022/11/14 08:49:01 - mmengine - INFO - Epoch(train) [17][1850/8541] lr: 2.5000e-04 eta: 15:17:49 time: 0.3256 data_time: 0.0123 memory: 8113 loss: 0.5712 loss_cls: 0.2021 loss_bbox: 0.3691 2022/11/14 08:49:17 - mmengine - INFO - Epoch(train) [17][1900/8541] lr: 2.5000e-04 eta: 15:17:33 time: 0.3210 data_time: 0.0125 memory: 7177 loss: 0.5756 loss_cls: 0.2148 loss_bbox: 0.3608 2022/11/14 08:49:33 - mmengine - INFO - Epoch(train) [17][1950/8541] lr: 2.5000e-04 eta: 15:17:16 time: 0.3174 data_time: 0.0129 memory: 7960 loss: 0.5783 loss_cls: 0.2070 loss_bbox: 0.3713 2022/11/14 08:49:49 - mmengine - INFO - Epoch(train) [17][2000/8541] lr: 2.5000e-04 eta: 15:17:00 time: 0.3287 data_time: 0.0127 memory: 7859 loss: 0.5602 loss_cls: 0.2034 loss_bbox: 0.3568 2022/11/14 08:50:06 - mmengine - INFO - Epoch(train) [17][2050/8541] lr: 2.5000e-04 eta: 15:16:44 time: 0.3355 data_time: 0.0132 memory: 9082 loss: 0.5590 loss_cls: 0.1926 loss_bbox: 0.3664 2022/11/14 08:50:22 - mmengine - INFO - Epoch(train) [17][2100/8541] lr: 2.5000e-04 eta: 15:16:28 time: 0.3235 data_time: 0.0134 memory: 7907 loss: 0.5851 loss_cls: 0.2086 loss_bbox: 0.3764 2022/11/14 08:50:39 - mmengine - INFO - Epoch(train) [17][2150/8541] lr: 2.5000e-04 eta: 15:16:12 time: 0.3309 data_time: 0.0135 memory: 7335 loss: 0.5790 loss_cls: 0.2066 loss_bbox: 0.3724 2022/11/14 08:50:55 - mmengine - INFO - Epoch(train) [17][2200/8541] lr: 2.5000e-04 eta: 15:15:55 time: 0.3150 data_time: 0.0137 memory: 6889 loss: 0.5917 loss_cls: 0.2174 loss_bbox: 0.3743 2022/11/14 08:51:11 - mmengine - INFO - Epoch(train) [17][2250/8541] lr: 2.5000e-04 eta: 15:15:38 time: 0.3213 data_time: 0.0136 memory: 7164 loss: 0.5987 loss_cls: 0.2162 loss_bbox: 0.3825 2022/11/14 08:51:26 - mmengine - INFO - Epoch(train) [17][2300/8541] lr: 2.5000e-04 eta: 15:15:21 time: 0.3140 data_time: 0.0136 memory: 6980 loss: 0.5940 loss_cls: 0.2227 loss_bbox: 0.3713 2022/11/14 08:51:41 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 08:51:43 - mmengine - INFO - Epoch(train) [17][2350/8541] lr: 2.5000e-04 eta: 15:15:05 time: 0.3254 data_time: 0.0136 memory: 7814 loss: 0.5700 loss_cls: 0.2044 loss_bbox: 0.3655 2022/11/14 08:51:59 - mmengine - INFO - Epoch(train) [17][2400/8541] lr: 2.5000e-04 eta: 15:14:48 time: 0.3166 data_time: 0.0137 memory: 7535 loss: 0.5651 loss_cls: 0.1978 loss_bbox: 0.3673 2022/11/14 08:52:14 - mmengine - INFO - Epoch(train) [17][2450/8541] lr: 2.5000e-04 eta: 15:14:31 time: 0.3181 data_time: 0.0137 memory: 7546 loss: 0.6023 loss_cls: 0.2140 loss_bbox: 0.3884 2022/11/14 08:52:31 - mmengine - INFO - Epoch(train) [17][2500/8541] lr: 2.5000e-04 eta: 15:14:15 time: 0.3244 data_time: 0.0129 memory: 7125 loss: 0.5839 loss_cls: 0.2174 loss_bbox: 0.3665 2022/11/14 08:52:47 - mmengine - INFO - Epoch(train) [17][2550/8541] lr: 2.5000e-04 eta: 15:13:59 time: 0.3323 data_time: 0.0127 memory: 8127 loss: 0.5689 loss_cls: 0.1936 loss_bbox: 0.3752 2022/11/14 08:53:04 - mmengine - INFO - Epoch(train) [17][2600/8541] lr: 2.5000e-04 eta: 15:13:42 time: 0.3232 data_time: 0.0128 memory: 7317 loss: 0.5691 loss_cls: 0.2031 loss_bbox: 0.3659 2022/11/14 08:53:20 - mmengine - INFO - Epoch(train) [17][2650/8541] lr: 2.5000e-04 eta: 15:13:26 time: 0.3270 data_time: 0.0131 memory: 8192 loss: 0.5489 loss_cls: 0.1967 loss_bbox: 0.3522 2022/11/14 08:53:36 - mmengine - INFO - Epoch(train) [17][2700/8541] lr: 2.5000e-04 eta: 15:13:09 time: 0.3179 data_time: 0.0135 memory: 7865 loss: 0.5805 loss_cls: 0.2094 loss_bbox: 0.3711 2022/11/14 08:53:53 - mmengine - INFO - Epoch(train) [17][2750/8541] lr: 2.5000e-04 eta: 15:12:54 time: 0.3338 data_time: 0.0126 memory: 7147 loss: 0.5517 loss_cls: 0.1885 loss_bbox: 0.3632 2022/11/14 08:54:09 - mmengine - INFO - Epoch(train) [17][2800/8541] lr: 2.5000e-04 eta: 15:12:37 time: 0.3252 data_time: 0.0126 memory: 8739 loss: 0.5786 loss_cls: 0.2034 loss_bbox: 0.3752 2022/11/14 08:54:25 - mmengine - INFO - Epoch(train) [17][2850/8541] lr: 2.5000e-04 eta: 15:12:21 time: 0.3285 data_time: 0.0124 memory: 8327 loss: 0.5753 loss_cls: 0.2064 loss_bbox: 0.3689 2022/11/14 08:54:42 - mmengine - INFO - Epoch(train) [17][2900/8541] lr: 2.5000e-04 eta: 15:12:05 time: 0.3230 data_time: 0.0129 memory: 6990 loss: 0.5993 loss_cls: 0.2206 loss_bbox: 0.3787 2022/11/14 08:54:58 - mmengine - INFO - Epoch(train) [17][2950/8541] lr: 2.5000e-04 eta: 15:11:49 time: 0.3321 data_time: 0.0132 memory: 8744 loss: 0.5733 loss_cls: 0.1979 loss_bbox: 0.3754 2022/11/14 08:55:14 - mmengine - INFO - Epoch(train) [17][3000/8541] lr: 2.5000e-04 eta: 15:11:32 time: 0.3237 data_time: 0.0132 memory: 7254 loss: 0.5747 loss_cls: 0.2063 loss_bbox: 0.3684 2022/11/14 08:55:31 - mmengine - INFO - Epoch(train) [17][3050/8541] lr: 2.5000e-04 eta: 15:11:16 time: 0.3222 data_time: 0.0132 memory: 7113 loss: 0.5623 loss_cls: 0.1927 loss_bbox: 0.3696 2022/11/14 08:55:47 - mmengine - INFO - Epoch(train) [17][3100/8541] lr: 2.5000e-04 eta: 15:11:00 time: 0.3344 data_time: 0.0131 memory: 7326 loss: 0.5691 loss_cls: 0.1912 loss_bbox: 0.3779 2022/11/14 08:56:04 - mmengine - INFO - Epoch(train) [17][3150/8541] lr: 2.5000e-04 eta: 15:10:44 time: 0.3262 data_time: 0.0129 memory: 8351 loss: 0.5713 loss_cls: 0.2099 loss_bbox: 0.3614 2022/11/14 08:56:20 - mmengine - INFO - Epoch(train) [17][3200/8541] lr: 2.5000e-04 eta: 15:10:28 time: 0.3319 data_time: 0.0132 memory: 8294 loss: 0.5839 loss_cls: 0.2131 loss_bbox: 0.3708 2022/11/14 08:56:37 - mmengine - INFO - Epoch(train) [17][3250/8541] lr: 2.5000e-04 eta: 15:10:11 time: 0.3236 data_time: 0.0133 memory: 7563 loss: 0.5797 loss_cls: 0.2170 loss_bbox: 0.3626 2022/11/14 08:56:53 - mmengine - INFO - Epoch(train) [17][3300/8541] lr: 2.5000e-04 eta: 15:09:55 time: 0.3243 data_time: 0.0130 memory: 7112 loss: 0.5667 loss_cls: 0.2011 loss_bbox: 0.3657 2022/11/14 08:57:07 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 08:57:09 - mmengine - INFO - Epoch(train) [17][3350/8541] lr: 2.5000e-04 eta: 15:09:39 time: 0.3250 data_time: 0.0129 memory: 7735 loss: 0.5747 loss_cls: 0.2028 loss_bbox: 0.3719 2022/11/14 08:57:25 - mmengine - INFO - Epoch(train) [17][3400/8541] lr: 2.5000e-04 eta: 15:09:22 time: 0.3265 data_time: 0.0128 memory: 8068 loss: 0.5593 loss_cls: 0.1897 loss_bbox: 0.3696 2022/11/14 08:57:42 - mmengine - INFO - Epoch(train) [17][3450/8541] lr: 2.5000e-04 eta: 15:09:06 time: 0.3237 data_time: 0.0127 memory: 6977 loss: 0.5825 loss_cls: 0.2124 loss_bbox: 0.3701 2022/11/14 08:57:58 - mmengine - INFO - Epoch(train) [17][3500/8541] lr: 2.5000e-04 eta: 15:08:49 time: 0.3180 data_time: 0.0124 memory: 6853 loss: 0.5847 loss_cls: 0.2116 loss_bbox: 0.3731 2022/11/14 08:58:14 - mmengine - INFO - Epoch(train) [17][3550/8541] lr: 2.5000e-04 eta: 15:08:33 time: 0.3283 data_time: 0.0127 memory: 7240 loss: 0.5492 loss_cls: 0.1946 loss_bbox: 0.3546 2022/11/14 08:58:30 - mmengine - INFO - Epoch(train) [17][3600/8541] lr: 2.5000e-04 eta: 15:08:17 time: 0.3268 data_time: 0.0129 memory: 7363 loss: 0.5682 loss_cls: 0.1973 loss_bbox: 0.3709 2022/11/14 08:58:46 - mmengine - INFO - Epoch(train) [17][3650/8541] lr: 2.5000e-04 eta: 15:08:00 time: 0.3200 data_time: 0.0129 memory: 7389 loss: 0.5887 loss_cls: 0.2136 loss_bbox: 0.3751 2022/11/14 08:59:03 - mmengine - INFO - Epoch(train) [17][3700/8541] lr: 2.5000e-04 eta: 15:07:44 time: 0.3233 data_time: 0.0129 memory: 7935 loss: 0.5898 loss_cls: 0.2067 loss_bbox: 0.3831 2022/11/14 08:59:19 - mmengine - INFO - Epoch(train) [17][3750/8541] lr: 2.5000e-04 eta: 15:07:28 time: 0.3277 data_time: 0.0128 memory: 7334 loss: 0.5758 loss_cls: 0.2023 loss_bbox: 0.3735 2022/11/14 08:59:36 - mmengine - INFO - Epoch(train) [17][3800/8541] lr: 2.5000e-04 eta: 15:07:11 time: 0.3292 data_time: 0.0132 memory: 9020 loss: 0.5907 loss_cls: 0.2129 loss_bbox: 0.3778 2022/11/14 08:59:52 - mmengine - INFO - Epoch(train) [17][3850/8541] lr: 2.5000e-04 eta: 15:06:55 time: 0.3311 data_time: 0.0129 memory: 7736 loss: 0.5612 loss_cls: 0.1926 loss_bbox: 0.3686 2022/11/14 09:00:08 - mmengine - INFO - Epoch(train) [17][3900/8541] lr: 2.5000e-04 eta: 15:06:39 time: 0.3260 data_time: 0.0131 memory: 7337 loss: 0.5914 loss_cls: 0.2171 loss_bbox: 0.3743 2022/11/14 09:00:24 - mmengine - INFO - Epoch(train) [17][3950/8541] lr: 2.5000e-04 eta: 15:06:22 time: 0.3190 data_time: 0.0129 memory: 7641 loss: 0.6125 loss_cls: 0.2216 loss_bbox: 0.3909 2022/11/14 09:00:41 - mmengine - INFO - Epoch(train) [17][4000/8541] lr: 2.5000e-04 eta: 15:06:06 time: 0.3232 data_time: 0.0129 memory: 7768 loss: 0.6486 loss_cls: 0.2744 loss_bbox: 0.3742 2022/11/14 09:00:57 - mmengine - INFO - Epoch(train) [17][4050/8541] lr: 2.5000e-04 eta: 15:05:50 time: 0.3285 data_time: 0.0130 memory: 7211 loss: 0.6676 loss_cls: 0.2867 loss_bbox: 0.3809 2022/11/14 09:01:13 - mmengine - INFO - Epoch(train) [17][4100/8541] lr: 2.5000e-04 eta: 15:05:33 time: 0.3192 data_time: 0.0133 memory: 6954 loss: 0.6226 loss_cls: 0.2449 loss_bbox: 0.3776 2022/11/14 09:01:29 - mmengine - INFO - Epoch(train) [17][4150/8541] lr: 2.5000e-04 eta: 15:05:17 time: 0.3239 data_time: 0.0134 memory: 6915 loss: 0.5863 loss_cls: 0.2244 loss_bbox: 0.3619 2022/11/14 09:01:46 - mmengine - INFO - Epoch(train) [17][4200/8541] lr: 2.5000e-04 eta: 15:05:01 time: 0.3328 data_time: 0.0130 memory: 8908 loss: 0.5586 loss_cls: 0.1990 loss_bbox: 0.3596 2022/11/14 09:02:02 - mmengine - INFO - Epoch(train) [17][4250/8541] lr: 2.5000e-04 eta: 15:04:44 time: 0.3238 data_time: 0.0134 memory: 7033 loss: 0.5610 loss_cls: 0.1997 loss_bbox: 0.3612 2022/11/14 09:02:18 - mmengine - INFO - Epoch(train) [17][4300/8541] lr: 2.5000e-04 eta: 15:04:28 time: 0.3186 data_time: 0.0135 memory: 7611 loss: 0.5657 loss_cls: 0.2002 loss_bbox: 0.3655 2022/11/14 09:02:32 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 09:02:34 - mmengine - INFO - Epoch(train) [17][4350/8541] lr: 2.5000e-04 eta: 15:04:11 time: 0.3242 data_time: 0.0133 memory: 8168 loss: 0.5771 loss_cls: 0.2061 loss_bbox: 0.3709 2022/11/14 09:02:51 - mmengine - INFO - Epoch(train) [17][4400/8541] lr: 2.5000e-04 eta: 15:03:55 time: 0.3249 data_time: 0.0131 memory: 7478 loss: 0.5911 loss_cls: 0.2133 loss_bbox: 0.3777 2022/11/14 09:03:07 - mmengine - INFO - Epoch(train) [17][4450/8541] lr: 2.5000e-04 eta: 15:03:39 time: 0.3268 data_time: 0.0127 memory: 8859 loss: 0.5847 loss_cls: 0.2065 loss_bbox: 0.3781 2022/11/14 09:03:23 - mmengine - INFO - Epoch(train) [17][4500/8541] lr: 2.5000e-04 eta: 15:03:22 time: 0.3220 data_time: 0.0129 memory: 7509 loss: 0.5742 loss_cls: 0.1964 loss_bbox: 0.3779 2022/11/14 09:03:39 - mmengine - INFO - Epoch(train) [17][4550/8541] lr: 2.5000e-04 eta: 15:03:06 time: 0.3230 data_time: 0.0132 memory: 7519 loss: 0.5619 loss_cls: 0.1955 loss_bbox: 0.3664 2022/11/14 09:03:55 - mmengine - INFO - Epoch(train) [17][4600/8541] lr: 2.5000e-04 eta: 15:02:49 time: 0.3203 data_time: 0.0135 memory: 7176 loss: 0.5378 loss_cls: 0.1833 loss_bbox: 0.3544 2022/11/14 09:04:11 - mmengine - INFO - Epoch(train) [17][4650/8541] lr: 2.5000e-04 eta: 15:02:32 time: 0.3201 data_time: 0.0135 memory: 7114 loss: 0.5635 loss_cls: 0.1936 loss_bbox: 0.3700 2022/11/14 09:04:28 - mmengine - INFO - Epoch(train) [17][4700/8541] lr: 2.5000e-04 eta: 15:02:16 time: 0.3303 data_time: 0.0135 memory: 7488 loss: 0.5429 loss_cls: 0.1789 loss_bbox: 0.3640 2022/11/14 09:04:44 - mmengine - INFO - Epoch(train) [17][4750/8541] lr: 2.5000e-04 eta: 15:02:00 time: 0.3223 data_time: 0.0135 memory: 7484 loss: 0.5806 loss_cls: 0.2024 loss_bbox: 0.3782 2022/11/14 09:05:00 - mmengine - INFO - Epoch(train) [17][4800/8541] lr: 2.5000e-04 eta: 15:01:43 time: 0.3189 data_time: 0.0135 memory: 7533 loss: 0.5785 loss_cls: 0.2007 loss_bbox: 0.3777 2022/11/14 09:05:16 - mmengine - INFO - Epoch(train) [17][4850/8541] lr: 2.5000e-04 eta: 15:01:27 time: 0.3228 data_time: 0.0134 memory: 7540 loss: 0.5766 loss_cls: 0.2063 loss_bbox: 0.3703 2022/11/14 09:05:32 - mmengine - INFO - Epoch(train) [17][4900/8541] lr: 2.5000e-04 eta: 15:01:10 time: 0.3205 data_time: 0.0135 memory: 7264 loss: 0.5817 loss_cls: 0.2038 loss_bbox: 0.3779 2022/11/14 09:05:49 - mmengine - INFO - Epoch(train) [17][4950/8541] lr: 2.5000e-04 eta: 15:00:54 time: 0.3238 data_time: 0.0136 memory: 7770 loss: 0.5606 loss_cls: 0.1983 loss_bbox: 0.3623 2022/11/14 09:06:05 - mmengine - INFO - Epoch(train) [17][5000/8541] lr: 2.5000e-04 eta: 15:00:38 time: 0.3296 data_time: 0.0135 memory: 8198 loss: 0.5627 loss_cls: 0.1954 loss_bbox: 0.3673 2022/11/14 09:06:21 - mmengine - INFO - Epoch(train) [17][5050/8541] lr: 2.5000e-04 eta: 15:00:21 time: 0.3220 data_time: 0.0134 memory: 7825 loss: 0.5907 loss_cls: 0.2152 loss_bbox: 0.3755 2022/11/14 09:06:38 - mmengine - INFO - Epoch(train) [17][5100/8541] lr: 2.5000e-04 eta: 15:00:05 time: 0.3291 data_time: 0.0134 memory: 8086 loss: 0.5725 loss_cls: 0.2017 loss_bbox: 0.3708 2022/11/14 09:06:54 - mmengine - INFO - Epoch(train) [17][5150/8541] lr: 2.5000e-04 eta: 14:59:49 time: 0.3270 data_time: 0.0133 memory: 8682 loss: 0.5479 loss_cls: 0.1946 loss_bbox: 0.3533 2022/11/14 09:07:10 - mmengine - INFO - Epoch(train) [17][5200/8541] lr: 2.5000e-04 eta: 14:59:32 time: 0.3252 data_time: 0.0125 memory: 8177 loss: 0.5687 loss_cls: 0.2006 loss_bbox: 0.3680 2022/11/14 09:07:26 - mmengine - INFO - Epoch(train) [17][5250/8541] lr: 2.5000e-04 eta: 14:59:16 time: 0.3200 data_time: 0.0125 memory: 8304 loss: 0.5920 loss_cls: 0.2202 loss_bbox: 0.3718 2022/11/14 09:07:42 - mmengine - INFO - Epoch(train) [17][5300/8541] lr: 2.5000e-04 eta: 14:58:59 time: 0.3199 data_time: 0.0130 memory: 6926 loss: 0.5733 loss_cls: 0.2059 loss_bbox: 0.3675 2022/11/14 09:07:57 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 09:07:59 - mmengine - INFO - Epoch(train) [17][5350/8541] lr: 2.5000e-04 eta: 14:58:43 time: 0.3300 data_time: 0.0130 memory: 8691 loss: 0.5781 loss_cls: 0.2019 loss_bbox: 0.3763 2022/11/14 09:08:15 - mmengine - INFO - Epoch(train) [17][5400/8541] lr: 2.5000e-04 eta: 14:58:26 time: 0.3150 data_time: 0.0132 memory: 7238 loss: 0.5643 loss_cls: 0.2012 loss_bbox: 0.3630 2022/11/14 09:08:31 - mmengine - INFO - Epoch(train) [17][5450/8541] lr: 2.5000e-04 eta: 14:58:10 time: 0.3220 data_time: 0.0125 memory: 7399 loss: 0.5734 loss_cls: 0.2021 loss_bbox: 0.3713 2022/11/14 09:08:47 - mmengine - INFO - Epoch(train) [17][5500/8541] lr: 2.5000e-04 eta: 14:57:53 time: 0.3268 data_time: 0.0131 memory: 7968 loss: 0.5558 loss_cls: 0.1970 loss_bbox: 0.3589 2022/11/14 09:09:03 - mmengine - INFO - Epoch(train) [17][5550/8541] lr: 2.5000e-04 eta: 14:57:37 time: 0.3212 data_time: 0.0130 memory: 7309 loss: 0.5682 loss_cls: 0.1963 loss_bbox: 0.3719 2022/11/14 09:09:20 - mmengine - INFO - Epoch(train) [17][5600/8541] lr: 2.5000e-04 eta: 14:57:21 time: 0.3275 data_time: 0.0130 memory: 7996 loss: 0.5699 loss_cls: 0.1963 loss_bbox: 0.3736 2022/11/14 09:09:36 - mmengine - INFO - Epoch(train) [17][5650/8541] lr: 2.5000e-04 eta: 14:57:04 time: 0.3255 data_time: 0.0132 memory: 8757 loss: 0.5907 loss_cls: 0.2137 loss_bbox: 0.3770 2022/11/14 09:09:52 - mmengine - INFO - Epoch(train) [17][5700/8541] lr: 2.5000e-04 eta: 14:56:48 time: 0.3190 data_time: 0.0135 memory: 8005 loss: 0.6035 loss_cls: 0.2245 loss_bbox: 0.3791 2022/11/14 09:10:08 - mmengine - INFO - Epoch(train) [17][5750/8541] lr: 2.5000e-04 eta: 14:56:31 time: 0.3229 data_time: 0.0134 memory: 7725 loss: 0.6077 loss_cls: 0.2234 loss_bbox: 0.3843 2022/11/14 09:10:24 - mmengine - INFO - Epoch(train) [17][5800/8541] lr: 2.5000e-04 eta: 14:56:15 time: 0.3208 data_time: 0.0135 memory: 7303 loss: 0.5704 loss_cls: 0.2013 loss_bbox: 0.3691 2022/11/14 09:10:40 - mmengine - INFO - Epoch(train) [17][5850/8541] lr: 2.5000e-04 eta: 14:55:58 time: 0.3152 data_time: 0.0136 memory: 7109 loss: 0.5805 loss_cls: 0.2100 loss_bbox: 0.3705 2022/11/14 09:10:57 - mmengine - INFO - Epoch(train) [17][5900/8541] lr: 2.5000e-04 eta: 14:55:42 time: 0.3292 data_time: 0.0135 memory: 8265 loss: 0.5504 loss_cls: 0.1837 loss_bbox: 0.3668 2022/11/14 09:11:13 - mmengine - INFO - Epoch(train) [17][5950/8541] lr: 2.5000e-04 eta: 14:55:25 time: 0.3217 data_time: 0.0135 memory: 7276 loss: 0.5799 loss_cls: 0.2020 loss_bbox: 0.3778 2022/11/14 09:11:29 - mmengine - INFO - Epoch(train) [17][6000/8541] lr: 2.5000e-04 eta: 14:55:09 time: 0.3230 data_time: 0.0135 memory: 7572 loss: 0.5743 loss_cls: 0.1944 loss_bbox: 0.3799 2022/11/14 09:11:45 - mmengine - INFO - Epoch(train) [17][6050/8541] lr: 2.5000e-04 eta: 14:54:53 time: 0.3308 data_time: 0.0135 memory: 8922 loss: 0.5749 loss_cls: 0.1998 loss_bbox: 0.3751 2022/11/14 09:12:02 - mmengine - INFO - Epoch(train) [17][6100/8541] lr: 2.5000e-04 eta: 14:54:37 time: 0.3324 data_time: 0.0128 memory: 7484 loss: 0.5939 loss_cls: 0.2111 loss_bbox: 0.3827 2022/11/14 09:12:18 - mmengine - INFO - Epoch(train) [17][6150/8541] lr: 2.5000e-04 eta: 14:54:20 time: 0.3231 data_time: 0.0128 memory: 7308 loss: 0.5847 loss_cls: 0.2169 loss_bbox: 0.3678 2022/11/14 09:12:35 - mmengine - INFO - Epoch(train) [17][6200/8541] lr: 2.5000e-04 eta: 14:54:04 time: 0.3273 data_time: 0.0126 memory: 7451 loss: 0.5657 loss_cls: 0.1990 loss_bbox: 0.3668 2022/11/14 09:12:51 - mmengine - INFO - Epoch(train) [17][6250/8541] lr: 2.5000e-04 eta: 14:53:48 time: 0.3251 data_time: 0.0129 memory: 6979 loss: 0.5651 loss_cls: 0.2001 loss_bbox: 0.3651 2022/11/14 09:13:07 - mmengine - INFO - Epoch(train) [17][6300/8541] lr: 2.5000e-04 eta: 14:53:31 time: 0.3192 data_time: 0.0131 memory: 6965 loss: 0.5743 loss_cls: 0.2099 loss_bbox: 0.3644 2022/11/14 09:13:21 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 09:13:23 - mmengine - INFO - Epoch(train) [17][6350/8541] lr: 2.5000e-04 eta: 14:53:14 time: 0.3215 data_time: 0.0133 memory: 7615 loss: 0.5982 loss_cls: 0.2219 loss_bbox: 0.3763 2022/11/14 09:13:39 - mmengine - INFO - Epoch(train) [17][6400/8541] lr: 2.5000e-04 eta: 14:52:58 time: 0.3202 data_time: 0.0134 memory: 7068 loss: 0.5629 loss_cls: 0.2009 loss_bbox: 0.3620 2022/11/14 09:13:55 - mmengine - INFO - Epoch(train) [17][6450/8541] lr: 2.5000e-04 eta: 14:52:42 time: 0.3250 data_time: 0.0130 memory: 7401 loss: 0.6404 loss_cls: 0.2496 loss_bbox: 0.3907 2022/11/14 09:14:12 - mmengine - INFO - Epoch(train) [17][6500/8541] lr: 2.5000e-04 eta: 14:52:25 time: 0.3298 data_time: 0.0131 memory: 7691 loss: 0.5751 loss_cls: 0.2087 loss_bbox: 0.3665 2022/11/14 09:14:28 - mmengine - INFO - Epoch(train) [17][6550/8541] lr: 2.5000e-04 eta: 14:52:09 time: 0.3239 data_time: 0.0126 memory: 7387 loss: 0.5961 loss_cls: 0.2251 loss_bbox: 0.3711 2022/11/14 09:14:45 - mmengine - INFO - Epoch(train) [17][6600/8541] lr: 2.5000e-04 eta: 14:51:53 time: 0.3278 data_time: 0.0130 memory: 8844 loss: 0.5842 loss_cls: 0.2103 loss_bbox: 0.3739 2022/11/14 09:15:01 - mmengine - INFO - Epoch(train) [17][6650/8541] lr: 2.5000e-04 eta: 14:51:36 time: 0.3217 data_time: 0.0134 memory: 7391 loss: 0.6048 loss_cls: 0.2261 loss_bbox: 0.3787 2022/11/14 09:15:17 - mmengine - INFO - Epoch(train) [17][6700/8541] lr: 2.5000e-04 eta: 14:51:20 time: 0.3209 data_time: 0.0132 memory: 6980 loss: 0.6028 loss_cls: 0.2226 loss_bbox: 0.3802 2022/11/14 09:15:33 - mmengine - INFO - Epoch(train) [17][6750/8541] lr: 2.5000e-04 eta: 14:51:03 time: 0.3220 data_time: 0.0131 memory: 8321 loss: 0.5655 loss_cls: 0.1990 loss_bbox: 0.3665 2022/11/14 09:15:49 - mmengine - INFO - Epoch(train) [17][6800/8541] lr: 2.5000e-04 eta: 14:50:47 time: 0.3294 data_time: 0.0127 memory: 8544 loss: 0.5742 loss_cls: 0.2014 loss_bbox: 0.3728 2022/11/14 09:16:05 - mmengine - INFO - Epoch(train) [17][6850/8541] lr: 2.5000e-04 eta: 14:50:31 time: 0.3200 data_time: 0.0126 memory: 7234 loss: 0.6128 loss_cls: 0.2210 loss_bbox: 0.3918 2022/11/14 09:16:22 - mmengine - INFO - Epoch(train) [17][6900/8541] lr: 2.5000e-04 eta: 14:50:14 time: 0.3278 data_time: 0.0121 memory: 7135 loss: 0.5699 loss_cls: 0.1996 loss_bbox: 0.3703 2022/11/14 09:16:38 - mmengine - INFO - Epoch(train) [17][6950/8541] lr: 2.5000e-04 eta: 14:49:58 time: 0.3234 data_time: 0.0127 memory: 7244 loss: 0.6084 loss_cls: 0.2324 loss_bbox: 0.3760 2022/11/14 09:16:54 - mmengine - INFO - Epoch(train) [17][7000/8541] lr: 2.5000e-04 eta: 14:49:42 time: 0.3264 data_time: 0.0130 memory: 7855 loss: 0.6534 loss_cls: 0.2532 loss_bbox: 0.4002 2022/11/14 09:17:11 - mmengine - INFO - Epoch(train) [17][7050/8541] lr: 2.5000e-04 eta: 14:49:25 time: 0.3243 data_time: 0.0131 memory: 8002 loss: 0.5884 loss_cls: 0.2140 loss_bbox: 0.3744 2022/11/14 09:17:27 - mmengine - INFO - Epoch(train) [17][7100/8541] lr: 2.5000e-04 eta: 14:49:09 time: 0.3204 data_time: 0.0132 memory: 6963 loss: 0.5873 loss_cls: 0.2180 loss_bbox: 0.3693 2022/11/14 09:17:43 - mmengine - INFO - Epoch(train) [17][7150/8541] lr: 2.5000e-04 eta: 14:48:52 time: 0.3224 data_time: 0.0132 memory: 7603 loss: 0.5933 loss_cls: 0.2194 loss_bbox: 0.3739 2022/11/14 09:18:00 - mmengine - INFO - Epoch(train) [17][7200/8541] lr: 2.5000e-04 eta: 14:48:36 time: 0.3315 data_time: 0.0130 memory: 8138 loss: 0.5585 loss_cls: 0.1894 loss_bbox: 0.3691 2022/11/14 09:18:16 - mmengine - INFO - Epoch(train) [17][7250/8541] lr: 2.5000e-04 eta: 14:48:20 time: 0.3317 data_time: 0.0122 memory: 7356 loss: 0.5853 loss_cls: 0.2104 loss_bbox: 0.3750 2022/11/14 09:18:32 - mmengine - INFO - Epoch(train) [17][7300/8541] lr: 2.5000e-04 eta: 14:48:04 time: 0.3238 data_time: 0.0122 memory: 8216 loss: 0.5743 loss_cls: 0.2015 loss_bbox: 0.3729 2022/11/14 09:18:47 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 09:18:49 - mmengine - INFO - Epoch(train) [17][7350/8541] lr: 2.5000e-04 eta: 14:47:47 time: 0.3233 data_time: 0.0124 memory: 7348 loss: 0.5762 loss_cls: 0.2107 loss_bbox: 0.3655 2022/11/14 09:19:05 - mmengine - INFO - Epoch(train) [17][7400/8541] lr: 2.5000e-04 eta: 14:47:31 time: 0.3228 data_time: 0.0123 memory: 8370 loss: 0.5818 loss_cls: 0.2042 loss_bbox: 0.3777 2022/11/14 09:19:21 - mmengine - INFO - Epoch(train) [17][7450/8541] lr: 2.5000e-04 eta: 14:47:15 time: 0.3283 data_time: 0.0121 memory: 7838 loss: 0.5589 loss_cls: 0.1998 loss_bbox: 0.3591 2022/11/14 09:19:38 - mmengine - INFO - Epoch(train) [17][7500/8541] lr: 2.5000e-04 eta: 14:46:59 time: 0.3326 data_time: 0.0128 memory: 8347 loss: 0.5694 loss_cls: 0.1981 loss_bbox: 0.3713 2022/11/14 09:19:54 - mmengine - INFO - Epoch(train) [17][7550/8541] lr: 2.5000e-04 eta: 14:46:42 time: 0.3242 data_time: 0.0126 memory: 8485 loss: 0.5772 loss_cls: 0.2036 loss_bbox: 0.3736 2022/11/14 09:20:10 - mmengine - INFO - Epoch(train) [17][7600/8541] lr: 2.5000e-04 eta: 14:46:26 time: 0.3229 data_time: 0.0126 memory: 7618 loss: 0.5907 loss_cls: 0.2082 loss_bbox: 0.3825 2022/11/14 09:20:26 - mmengine - INFO - Epoch(train) [17][7650/8541] lr: 2.5000e-04 eta: 14:46:09 time: 0.3216 data_time: 0.0128 memory: 7941 loss: 0.5842 loss_cls: 0.2096 loss_bbox: 0.3745 2022/11/14 09:20:43 - mmengine - INFO - Epoch(train) [17][7700/8541] lr: 2.5000e-04 eta: 14:45:53 time: 0.3302 data_time: 0.0127 memory: 7987 loss: 0.5746 loss_cls: 0.1995 loss_bbox: 0.3751 2022/11/14 09:20:59 - mmengine - INFO - Epoch(train) [17][7750/8541] lr: 2.5000e-04 eta: 14:45:37 time: 0.3235 data_time: 0.0130 memory: 8163 loss: 0.5472 loss_cls: 0.1848 loss_bbox: 0.3624 2022/11/14 09:21:15 - mmengine - INFO - Epoch(train) [17][7800/8541] lr: 2.5000e-04 eta: 14:45:21 time: 0.3245 data_time: 0.0124 memory: 7170 loss: 0.5719 loss_cls: 0.2046 loss_bbox: 0.3674 2022/11/14 09:21:32 - mmengine - INFO - Epoch(train) [17][7850/8541] lr: 2.5000e-04 eta: 14:45:04 time: 0.3267 data_time: 0.0122 memory: 7659 loss: 0.5870 loss_cls: 0.2129 loss_bbox: 0.3741 2022/11/14 09:21:48 - mmengine - INFO - Epoch(train) [17][7900/8541] lr: 2.5000e-04 eta: 14:44:48 time: 0.3257 data_time: 0.0123 memory: 7303 loss: 0.5646 loss_cls: 0.1951 loss_bbox: 0.3695 2022/11/14 09:22:05 - mmengine - INFO - Epoch(train) [17][7950/8541] lr: 2.5000e-04 eta: 14:44:32 time: 0.3273 data_time: 0.0124 memory: 7597 loss: 0.6143 loss_cls: 0.2187 loss_bbox: 0.3956 2022/11/14 09:22:21 - mmengine - INFO - Epoch(train) [17][8000/8541] lr: 2.5000e-04 eta: 14:44:16 time: 0.3342 data_time: 0.0121 memory: 10540 loss: 0.5993 loss_cls: 0.2244 loss_bbox: 0.3749 2022/11/14 09:22:38 - mmengine - INFO - Epoch(train) [17][8050/8541] lr: 2.5000e-04 eta: 14:44:00 time: 0.3275 data_time: 0.0124 memory: 7518 loss: 0.5869 loss_cls: 0.2065 loss_bbox: 0.3804 2022/11/14 09:22:54 - mmengine - INFO - Epoch(train) [17][8100/8541] lr: 2.5000e-04 eta: 14:43:43 time: 0.3240 data_time: 0.0124 memory: 7428 loss: 0.5625 loss_cls: 0.1980 loss_bbox: 0.3645 2022/11/14 09:23:10 - mmengine - INFO - Epoch(train) [17][8150/8541] lr: 2.5000e-04 eta: 14:43:27 time: 0.3276 data_time: 0.0125 memory: 7605 loss: 0.6514 loss_cls: 0.2654 loss_bbox: 0.3860 2022/11/14 09:23:27 - mmengine - INFO - Epoch(train) [17][8200/8541] lr: 2.5000e-04 eta: 14:43:11 time: 0.3305 data_time: 0.0128 memory: 8570 loss: 0.6320 loss_cls: 0.2429 loss_bbox: 0.3891 2022/11/14 09:23:43 - mmengine - INFO - Epoch(train) [17][8250/8541] lr: 2.5000e-04 eta: 14:42:55 time: 0.3277 data_time: 0.0127 memory: 7581 loss: 0.5774 loss_cls: 0.2116 loss_bbox: 0.3658 2022/11/14 09:24:00 - mmengine - INFO - Epoch(train) [17][8300/8541] lr: 2.5000e-04 eta: 14:42:39 time: 0.3243 data_time: 0.0123 memory: 7094 loss: 0.5845 loss_cls: 0.2126 loss_bbox: 0.3720 2022/11/14 09:24:14 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 09:24:16 - mmengine - INFO - Epoch(train) [17][8350/8541] lr: 2.5000e-04 eta: 14:42:23 time: 0.3326 data_time: 0.0129 memory: 8459 loss: 0.5722 loss_cls: 0.2016 loss_bbox: 0.3706 2022/11/14 09:24:32 - mmengine - INFO - Epoch(train) [17][8400/8541] lr: 2.5000e-04 eta: 14:42:06 time: 0.3237 data_time: 0.0120 memory: 7091 loss: 0.5605 loss_cls: 0.2047 loss_bbox: 0.3559 2022/11/14 09:24:49 - mmengine - INFO - Epoch(train) [17][8450/8541] lr: 2.5000e-04 eta: 14:41:50 time: 0.3316 data_time: 0.0128 memory: 7488 loss: 0.5504 loss_cls: 0.1845 loss_bbox: 0.3659 2022/11/14 09:25:05 - mmengine - INFO - Epoch(train) [17][8500/8541] lr: 2.5000e-04 eta: 14:41:34 time: 0.3213 data_time: 0.0126 memory: 7856 loss: 0.5903 loss_cls: 0.2135 loss_bbox: 0.3768 2022/11/14 09:25:18 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 09:25:35 - mmengine - INFO - Epoch(train) [18][50/8541] lr: 2.5000e-04 eta: 14:41:05 time: 0.3458 data_time: 0.0253 memory: 7509 loss: 0.5504 loss_cls: 0.1887 loss_bbox: 0.3617 2022/11/14 09:25:52 - mmengine - INFO - Epoch(train) [18][100/8541] lr: 2.5000e-04 eta: 14:40:49 time: 0.3254 data_time: 0.0126 memory: 8835 loss: 0.5873 loss_cls: 0.2113 loss_bbox: 0.3760 2022/11/14 09:26:08 - mmengine - INFO - Epoch(train) [18][150/8541] lr: 2.5000e-04 eta: 14:40:32 time: 0.3210 data_time: 0.0122 memory: 6859 loss: 0.5851 loss_cls: 0.2126 loss_bbox: 0.3725 2022/11/14 09:26:24 - mmengine - INFO - Epoch(train) [18][200/8541] lr: 2.5000e-04 eta: 14:40:16 time: 0.3289 data_time: 0.0126 memory: 8253 loss: 0.5683 loss_cls: 0.2054 loss_bbox: 0.3629 2022/11/14 09:26:40 - mmengine - INFO - Epoch(train) [18][250/8541] lr: 2.5000e-04 eta: 14:39:59 time: 0.3207 data_time: 0.0127 memory: 7368 loss: 0.5812 loss_cls: 0.2084 loss_bbox: 0.3728 2022/11/14 09:26:57 - mmengine - INFO - Epoch(train) [18][300/8541] lr: 2.5000e-04 eta: 14:39:43 time: 0.3261 data_time: 0.0123 memory: 7282 loss: 0.5705 loss_cls: 0.2026 loss_bbox: 0.3679 2022/11/14 09:27:13 - mmengine - INFO - Epoch(train) [18][350/8541] lr: 2.5000e-04 eta: 14:39:27 time: 0.3252 data_time: 0.0127 memory: 7633 loss: 0.6123 loss_cls: 0.2185 loss_bbox: 0.3938 2022/11/14 09:27:29 - mmengine - INFO - Epoch(train) [18][400/8541] lr: 2.5000e-04 eta: 14:39:10 time: 0.3200 data_time: 0.0127 memory: 7989 loss: 0.6222 loss_cls: 0.2296 loss_bbox: 0.3926 2022/11/14 09:27:45 - mmengine - INFO - Epoch(train) [18][450/8541] lr: 2.5000e-04 eta: 14:38:53 time: 0.3179 data_time: 0.0130 memory: 7202 loss: 0.6043 loss_cls: 0.2259 loss_bbox: 0.3784 2022/11/14 09:28:01 - mmengine - INFO - Epoch(train) [18][500/8541] lr: 2.5000e-04 eta: 14:38:37 time: 0.3220 data_time: 0.0131 memory: 8190 loss: 0.5943 loss_cls: 0.2168 loss_bbox: 0.3775 2022/11/14 09:28:17 - mmengine - INFO - Epoch(train) [18][550/8541] lr: 2.5000e-04 eta: 14:38:20 time: 0.3237 data_time: 0.0129 memory: 7699 loss: 0.5948 loss_cls: 0.2204 loss_bbox: 0.3744 2022/11/14 09:28:33 - mmengine - INFO - Epoch(train) [18][600/8541] lr: 2.5000e-04 eta: 14:38:04 time: 0.3190 data_time: 0.0129 memory: 7286 loss: 0.5903 loss_cls: 0.2262 loss_bbox: 0.3641 2022/11/14 09:28:50 - mmengine - INFO - Epoch(train) [18][650/8541] lr: 2.5000e-04 eta: 14:37:48 time: 0.3286 data_time: 0.0123 memory: 8459 loss: 0.5865 loss_cls: 0.2175 loss_bbox: 0.3690 2022/11/14 09:29:07 - mmengine - INFO - Epoch(train) [18][700/8541] lr: 2.5000e-04 eta: 14:37:32 time: 0.3347 data_time: 0.0122 memory: 7178 loss: 0.5859 loss_cls: 0.2064 loss_bbox: 0.3796 2022/11/14 09:29:23 - mmengine - INFO - Epoch(train) [18][750/8541] lr: 2.5000e-04 eta: 14:37:16 time: 0.3286 data_time: 0.0124 memory: 8270 loss: 0.5838 loss_cls: 0.2021 loss_bbox: 0.3816 2022/11/14 09:29:39 - mmengine - INFO - Epoch(train) [18][800/8541] lr: 2.5000e-04 eta: 14:36:59 time: 0.3251 data_time: 0.0121 memory: 6874 loss: 0.5753 loss_cls: 0.2017 loss_bbox: 0.3736 2022/11/14 09:29:40 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 09:29:55 - mmengine - INFO - Epoch(train) [18][850/8541] lr: 2.5000e-04 eta: 14:36:43 time: 0.3208 data_time: 0.0126 memory: 8722 loss: 0.5888 loss_cls: 0.2162 loss_bbox: 0.3725 2022/11/14 09:30:12 - mmengine - INFO - Epoch(train) [18][900/8541] lr: 2.5000e-04 eta: 14:36:26 time: 0.3232 data_time: 0.0123 memory: 7040 loss: 0.5946 loss_cls: 0.2183 loss_bbox: 0.3763 2022/11/14 09:30:28 - mmengine - INFO - Epoch(train) [18][950/8541] lr: 2.5000e-04 eta: 14:36:10 time: 0.3235 data_time: 0.0125 memory: 7191 loss: 0.5968 loss_cls: 0.2202 loss_bbox: 0.3766 2022/11/14 09:30:44 - mmengine - INFO - Epoch(train) [18][1000/8541] lr: 2.5000e-04 eta: 14:35:53 time: 0.3199 data_time: 0.0128 memory: 7699 loss: 0.5738 loss_cls: 0.2049 loss_bbox: 0.3689 2022/11/14 09:31:00 - mmengine - INFO - Epoch(train) [18][1050/8541] lr: 2.5000e-04 eta: 14:35:37 time: 0.3268 data_time: 0.0128 memory: 7730 loss: 0.5898 loss_cls: 0.2054 loss_bbox: 0.3844 2022/11/14 09:31:16 - mmengine - INFO - Epoch(train) [18][1100/8541] lr: 2.5000e-04 eta: 14:35:21 time: 0.3241 data_time: 0.0126 memory: 8855 loss: 0.5878 loss_cls: 0.2094 loss_bbox: 0.3784 2022/11/14 09:31:33 - mmengine - INFO - Epoch(train) [18][1150/8541] lr: 2.5000e-04 eta: 14:35:05 time: 0.3310 data_time: 0.0122 memory: 8419 loss: 0.5709 loss_cls: 0.2000 loss_bbox: 0.3709 2022/11/14 09:31:49 - mmengine - INFO - Epoch(train) [18][1200/8541] lr: 2.5000e-04 eta: 14:34:48 time: 0.3245 data_time: 0.0124 memory: 7211 loss: 0.5992 loss_cls: 0.2224 loss_bbox: 0.3769 2022/11/14 09:32:06 - mmengine - INFO - Epoch(train) [18][1250/8541] lr: 2.5000e-04 eta: 14:34:32 time: 0.3246 data_time: 0.0122 memory: 8328 loss: 0.5962 loss_cls: 0.2174 loss_bbox: 0.3788 2022/11/14 09:32:22 - mmengine - INFO - Epoch(train) [18][1300/8541] lr: 2.5000e-04 eta: 14:34:15 time: 0.3248 data_time: 0.0125 memory: 7018 loss: 0.6000 loss_cls: 0.2180 loss_bbox: 0.3820 2022/11/14 09:32:38 - mmengine - INFO - Epoch(train) [18][1350/8541] lr: 2.5000e-04 eta: 14:33:59 time: 0.3268 data_time: 0.0131 memory: 9055 loss: 0.5711 loss_cls: 0.2032 loss_bbox: 0.3679 2022/11/14 09:32:55 - mmengine - INFO - Epoch(train) [18][1400/8541] lr: 2.5000e-04 eta: 14:33:43 time: 0.3272 data_time: 0.0133 memory: 7711 loss: 0.5395 loss_cls: 0.1834 loss_bbox: 0.3561 2022/11/14 09:33:11 - mmengine - INFO - Epoch(train) [18][1450/8541] lr: 2.5000e-04 eta: 14:33:26 time: 0.3202 data_time: 0.0132 memory: 7759 loss: 0.5525 loss_cls: 0.1936 loss_bbox: 0.3588 2022/11/14 09:33:27 - mmengine - INFO - Epoch(train) [18][1500/8541] lr: 2.5000e-04 eta: 14:33:10 time: 0.3186 data_time: 0.0125 memory: 8286 loss: 0.5543 loss_cls: 0.1942 loss_bbox: 0.3601 2022/11/14 09:33:43 - mmengine - INFO - Epoch(train) [18][1550/8541] lr: 2.5000e-04 eta: 14:32:53 time: 0.3261 data_time: 0.0134 memory: 7663 loss: 0.5526 loss_cls: 0.1907 loss_bbox: 0.3619 2022/11/14 09:33:59 - mmengine - INFO - Epoch(train) [18][1600/8541] lr: 2.5000e-04 eta: 14:32:37 time: 0.3216 data_time: 0.0124 memory: 7006 loss: 0.5748 loss_cls: 0.2050 loss_bbox: 0.3698 2022/11/14 09:34:15 - mmengine - INFO - Epoch(train) [18][1650/8541] lr: 2.5000e-04 eta: 14:32:20 time: 0.3220 data_time: 0.0123 memory: 7240 loss: 0.5554 loss_cls: 0.1983 loss_bbox: 0.3570 2022/11/14 09:34:31 - mmengine - INFO - Epoch(train) [18][1700/8541] lr: 2.5000e-04 eta: 14:32:04 time: 0.3163 data_time: 0.0125 memory: 6945 loss: 0.5748 loss_cls: 0.2075 loss_bbox: 0.3674 2022/11/14 09:34:47 - mmengine - INFO - Epoch(train) [18][1750/8541] lr: 2.5000e-04 eta: 14:31:47 time: 0.3264 data_time: 0.0125 memory: 7698 loss: 0.5500 loss_cls: 0.1875 loss_bbox: 0.3625 2022/11/14 09:35:04 - mmengine - INFO - Epoch(train) [18][1800/8541] lr: 2.5000e-04 eta: 14:31:32 time: 0.3356 data_time: 0.0126 memory: 8406 loss: 0.5357 loss_cls: 0.1823 loss_bbox: 0.3533 2022/11/14 09:35:05 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 09:35:21 - mmengine - INFO - Epoch(train) [18][1850/8541] lr: 2.5000e-04 eta: 14:31:16 time: 0.3303 data_time: 0.0125 memory: 8056 loss: 0.5645 loss_cls: 0.1944 loss_bbox: 0.3701 2022/11/14 09:35:37 - mmengine - INFO - Epoch(train) [18][1900/8541] lr: 2.5000e-04 eta: 14:30:59 time: 0.3272 data_time: 0.0130 memory: 7454 loss: 0.5689 loss_cls: 0.2004 loss_bbox: 0.3685 2022/11/14 09:35:54 - mmengine - INFO - Epoch(train) [18][1950/8541] lr: 2.5000e-04 eta: 14:30:43 time: 0.3254 data_time: 0.0126 memory: 7062 loss: 0.5890 loss_cls: 0.2080 loss_bbox: 0.3810 2022/11/14 09:36:10 - mmengine - INFO - Epoch(train) [18][2000/8541] lr: 2.5000e-04 eta: 14:30:27 time: 0.3289 data_time: 0.0130 memory: 8098 loss: 0.5762 loss_cls: 0.2088 loss_bbox: 0.3674 2022/11/14 09:36:27 - mmengine - INFO - Epoch(train) [18][2050/8541] lr: 2.5000e-04 eta: 14:30:11 time: 0.3334 data_time: 0.0131 memory: 7228 loss: 0.5660 loss_cls: 0.2046 loss_bbox: 0.3614 2022/11/14 09:36:43 - mmengine - INFO - Epoch(train) [18][2100/8541] lr: 2.5000e-04 eta: 14:29:55 time: 0.3218 data_time: 0.0125 memory: 7615 loss: 0.5697 loss_cls: 0.2052 loss_bbox: 0.3646 2022/11/14 09:36:59 - mmengine - INFO - Epoch(train) [18][2150/8541] lr: 2.5000e-04 eta: 14:29:38 time: 0.3298 data_time: 0.0130 memory: 8752 loss: 0.5745 loss_cls: 0.2072 loss_bbox: 0.3673 2022/11/14 09:37:16 - mmengine - INFO - Epoch(train) [18][2200/8541] lr: 2.5000e-04 eta: 14:29:22 time: 0.3256 data_time: 0.0126 memory: 7092 loss: 0.5745 loss_cls: 0.2044 loss_bbox: 0.3701 2022/11/14 09:37:32 - mmengine - INFO - Epoch(train) [18][2250/8541] lr: 2.5000e-04 eta: 14:29:06 time: 0.3333 data_time: 0.0124 memory: 7583 loss: 0.5961 loss_cls: 0.2156 loss_bbox: 0.3805 2022/11/14 09:37:48 - mmengine - INFO - Epoch(train) [18][2300/8541] lr: 2.5000e-04 eta: 14:28:50 time: 0.3202 data_time: 0.0127 memory: 7416 loss: 0.5911 loss_cls: 0.2152 loss_bbox: 0.3759 2022/11/14 09:38:04 - mmengine - INFO - Epoch(train) [18][2350/8541] lr: 2.5000e-04 eta: 14:28:33 time: 0.3195 data_time: 0.0130 memory: 7009 loss: 0.5682 loss_cls: 0.2034 loss_bbox: 0.3648 2022/11/14 09:38:21 - mmengine - INFO - Epoch(train) [18][2400/8541] lr: 2.5000e-04 eta: 14:28:17 time: 0.3232 data_time: 0.0132 memory: 7548 loss: 0.5699 loss_cls: 0.2029 loss_bbox: 0.3670 2022/11/14 09:38:37 - mmengine - INFO - Epoch(train) [18][2450/8541] lr: 2.5000e-04 eta: 14:28:00 time: 0.3247 data_time: 0.0134 memory: 7789 loss: 0.5847 loss_cls: 0.2142 loss_bbox: 0.3705 2022/11/14 09:38:54 - mmengine - INFO - Epoch(train) [18][2500/8541] lr: 2.5000e-04 eta: 14:27:44 time: 0.3319 data_time: 0.0131 memory: 7364 loss: 0.5499 loss_cls: 0.1911 loss_bbox: 0.3588 2022/11/14 09:39:10 - mmengine - INFO - Epoch(train) [18][2550/8541] lr: 2.5000e-04 eta: 14:27:28 time: 0.3267 data_time: 0.0121 memory: 8275 loss: 0.5910 loss_cls: 0.2164 loss_bbox: 0.3746 2022/11/14 09:39:26 - mmengine - INFO - Epoch(train) [18][2600/8541] lr: 2.5000e-04 eta: 14:27:12 time: 0.3277 data_time: 0.0123 memory: 7613 loss: 0.5681 loss_cls: 0.2066 loss_bbox: 0.3616 2022/11/14 09:39:43 - mmengine - INFO - Epoch(train) [18][2650/8541] lr: 2.5000e-04 eta: 14:26:56 time: 0.3266 data_time: 0.0125 memory: 7437 loss: 0.6273 loss_cls: 0.2247 loss_bbox: 0.4025 2022/11/14 09:39:59 - mmengine - INFO - Epoch(train) [18][2700/8541] lr: 2.5000e-04 eta: 14:26:39 time: 0.3219 data_time: 0.0126 memory: 7214 loss: 0.6268 loss_cls: 0.2333 loss_bbox: 0.3935 2022/11/14 09:40:15 - mmengine - INFO - Epoch(train) [18][2750/8541] lr: 2.5000e-04 eta: 14:26:23 time: 0.3232 data_time: 0.0126 memory: 7858 loss: 0.5793 loss_cls: 0.2168 loss_bbox: 0.3625 2022/11/14 09:40:31 - mmengine - INFO - Epoch(train) [18][2800/8541] lr: 2.5000e-04 eta: 14:26:06 time: 0.3219 data_time: 0.0128 memory: 7295 loss: 0.5786 loss_cls: 0.2077 loss_bbox: 0.3709 2022/11/14 09:40:32 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 09:40:47 - mmengine - INFO - Epoch(train) [18][2850/8541] lr: 2.5000e-04 eta: 14:25:50 time: 0.3216 data_time: 0.0126 memory: 7205 loss: 0.6113 loss_cls: 0.2199 loss_bbox: 0.3913 2022/11/14 09:41:04 - mmengine - INFO - Epoch(train) [18][2900/8541] lr: 2.5000e-04 eta: 14:25:33 time: 0.3272 data_time: 0.0130 memory: 7683 loss: 0.5752 loss_cls: 0.2036 loss_bbox: 0.3716 2022/11/14 09:41:20 - mmengine - INFO - Epoch(train) [18][2950/8541] lr: 2.5000e-04 eta: 14:25:17 time: 0.3243 data_time: 0.0125 memory: 7491 loss: 0.5623 loss_cls: 0.1946 loss_bbox: 0.3677 2022/11/14 09:41:36 - mmengine - INFO - Epoch(train) [18][3000/8541] lr: 2.5000e-04 eta: 14:25:00 time: 0.3205 data_time: 0.0124 memory: 7138 loss: 0.5843 loss_cls: 0.2105 loss_bbox: 0.3738 2022/11/14 09:41:53 - mmengine - INFO - Epoch(train) [18][3050/8541] lr: 2.5000e-04 eta: 14:24:45 time: 0.3344 data_time: 0.0128 memory: 8071 loss: 0.5987 loss_cls: 0.2116 loss_bbox: 0.3870 2022/11/14 09:42:09 - mmengine - INFO - Epoch(train) [18][3100/8541] lr: 2.5000e-04 eta: 14:24:28 time: 0.3250 data_time: 0.0130 memory: 6919 loss: 0.9288 loss_cls: 0.3987 loss_bbox: 0.5302 2022/11/14 09:42:25 - mmengine - INFO - Epoch(train) [18][3150/8541] lr: 2.5000e-04 eta: 14:24:12 time: 0.3298 data_time: 0.0124 memory: 7240 loss: 0.8805 loss_cls: 0.3763 loss_bbox: 0.5042 2022/11/14 09:42:42 - mmengine - INFO - Epoch(train) [18][3200/8541] lr: 2.5000e-04 eta: 14:23:56 time: 0.3278 data_time: 0.0126 memory: 7539 loss: 0.7523 loss_cls: 0.2942 loss_bbox: 0.4582 2022/11/14 09:42:58 - mmengine - INFO - Epoch(train) [18][3250/8541] lr: 2.5000e-04 eta: 14:23:40 time: 0.3283 data_time: 0.0125 memory: 7149 loss: 0.7303 loss_cls: 0.2780 loss_bbox: 0.4523 2022/11/14 09:43:15 - mmengine - INFO - Epoch(train) [18][3300/8541] lr: 2.5000e-04 eta: 14:23:24 time: 0.3286 data_time: 0.0128 memory: 7477 loss: 0.7218 loss_cls: 0.2815 loss_bbox: 0.4402 2022/11/14 09:43:31 - mmengine - INFO - Epoch(train) [18][3350/8541] lr: 2.5000e-04 eta: 14:23:07 time: 0.3245 data_time: 0.0134 memory: 7475 loss: 0.6908 loss_cls: 0.2669 loss_bbox: 0.4239 2022/11/14 09:43:47 - mmengine - INFO - Epoch(train) [18][3400/8541] lr: 2.5000e-04 eta: 14:22:51 time: 0.3255 data_time: 0.0128 memory: 7242 loss: 0.7456 loss_cls: 0.3115 loss_bbox: 0.4341 2022/11/14 09:44:04 - mmengine - INFO - Epoch(train) [18][3450/8541] lr: 2.5000e-04 eta: 14:22:34 time: 0.3226 data_time: 0.0132 memory: 7153 loss: 0.6926 loss_cls: 0.2730 loss_bbox: 0.4195 2022/11/14 09:44:20 - mmengine - INFO - Epoch(train) [18][3500/8541] lr: 2.5000e-04 eta: 14:22:19 time: 0.3329 data_time: 0.0129 memory: 7905 loss: 0.6841 loss_cls: 0.2633 loss_bbox: 0.4208 2022/11/14 09:44:36 - mmengine - INFO - Epoch(train) [18][3550/8541] lr: 2.5000e-04 eta: 14:22:02 time: 0.3233 data_time: 0.0129 memory: 7392 loss: 0.6334 loss_cls: 0.2258 loss_bbox: 0.4076 2022/11/14 09:44:53 - mmengine - INFO - Epoch(train) [18][3600/8541] lr: 2.5000e-04 eta: 14:21:46 time: 0.3290 data_time: 0.0130 memory: 7394 loss: 0.6515 loss_cls: 0.2415 loss_bbox: 0.4101 2022/11/14 09:45:09 - mmengine - INFO - Epoch(train) [18][3650/8541] lr: 2.5000e-04 eta: 14:21:29 time: 0.3206 data_time: 0.0137 memory: 6949 loss: 0.6684 loss_cls: 0.2538 loss_bbox: 0.4146 2022/11/14 09:45:25 - mmengine - INFO - Epoch(train) [18][3700/8541] lr: 2.5000e-04 eta: 14:21:13 time: 0.3186 data_time: 0.0137 memory: 6852 loss: 0.6499 loss_cls: 0.2388 loss_bbox: 0.4112 2022/11/14 09:45:41 - mmengine - INFO - Epoch(train) [18][3750/8541] lr: 2.5000e-04 eta: 14:20:56 time: 0.3252 data_time: 0.0135 memory: 7232 loss: 0.6151 loss_cls: 0.2240 loss_bbox: 0.3912 2022/11/14 09:45:58 - mmengine - INFO - Epoch(train) [18][3800/8541] lr: 2.5000e-04 eta: 14:20:40 time: 0.3263 data_time: 0.0133 memory: 7472 loss: 0.6173 loss_cls: 0.2288 loss_bbox: 0.3885 2022/11/14 09:45:59 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 09:46:14 - mmengine - INFO - Epoch(train) [18][3850/8541] lr: 2.5000e-04 eta: 14:20:24 time: 0.3307 data_time: 0.0126 memory: 7970 loss: 0.6333 loss_cls: 0.2262 loss_bbox: 0.4071 2022/11/14 09:46:30 - mmengine - INFO - Epoch(train) [18][3900/8541] lr: 2.5000e-04 eta: 14:20:08 time: 0.3211 data_time: 0.0127 memory: 7131 loss: 0.6311 loss_cls: 0.2339 loss_bbox: 0.3971 2022/11/14 09:46:46 - mmengine - INFO - Epoch(train) [18][3950/8541] lr: 2.5000e-04 eta: 14:19:51 time: 0.3202 data_time: 0.0127 memory: 6881 loss: 0.6161 loss_cls: 0.2231 loss_bbox: 0.3930 2022/11/14 09:47:03 - mmengine - INFO - Epoch(train) [18][4000/8541] lr: 2.5000e-04 eta: 14:19:35 time: 0.3313 data_time: 0.0128 memory: 7409 loss: 0.6008 loss_cls: 0.2111 loss_bbox: 0.3896 2022/11/14 09:47:20 - mmengine - INFO - Epoch(train) [18][4050/8541] lr: 2.5000e-04 eta: 14:19:19 time: 0.3321 data_time: 0.0136 memory: 9025 loss: 0.6360 loss_cls: 0.2322 loss_bbox: 0.4037 2022/11/14 09:47:36 - mmengine - INFO - Epoch(train) [18][4100/8541] lr: 2.5000e-04 eta: 14:19:02 time: 0.3211 data_time: 0.0136 memory: 7203 loss: 0.5926 loss_cls: 0.2092 loss_bbox: 0.3835 2022/11/14 09:47:52 - mmengine - INFO - Epoch(train) [18][4150/8541] lr: 2.5000e-04 eta: 14:18:46 time: 0.3300 data_time: 0.0134 memory: 8685 loss: 0.6379 loss_cls: 0.2333 loss_bbox: 0.4046 2022/11/14 09:48:08 - mmengine - INFO - Epoch(train) [18][4200/8541] lr: 2.5000e-04 eta: 14:18:30 time: 0.3252 data_time: 0.0128 memory: 7267 loss: 0.6231 loss_cls: 0.2260 loss_bbox: 0.3971 2022/11/14 09:48:25 - mmengine - INFO - Epoch(train) [18][4250/8541] lr: 2.5000e-04 eta: 14:18:14 time: 0.3300 data_time: 0.0128 memory: 7817 loss: 0.6020 loss_cls: 0.2113 loss_bbox: 0.3907 2022/11/14 09:48:41 - mmengine - INFO - Epoch(train) [18][4300/8541] lr: 2.5000e-04 eta: 14:17:58 time: 0.3266 data_time: 0.0128 memory: 8334 loss: 0.5998 loss_cls: 0.2135 loss_bbox: 0.3863 2022/11/14 09:48:58 - mmengine - INFO - Epoch(train) [18][4350/8541] lr: 2.5000e-04 eta: 14:17:41 time: 0.3240 data_time: 0.0124 memory: 7582 loss: 0.6226 loss_cls: 0.2226 loss_bbox: 0.4000 2022/11/14 09:49:14 - mmengine - INFO - Epoch(train) [18][4400/8541] lr: 2.5000e-04 eta: 14:17:25 time: 0.3232 data_time: 0.0125 memory: 7350 loss: 0.5977 loss_cls: 0.2042 loss_bbox: 0.3935 2022/11/14 09:49:30 - mmengine - INFO - Epoch(train) [18][4450/8541] lr: 2.5000e-04 eta: 14:17:08 time: 0.3152 data_time: 0.0125 memory: 6860 loss: 0.6012 loss_cls: 0.2181 loss_bbox: 0.3830 2022/11/14 09:49:46 - mmengine - INFO - Epoch(train) [18][4500/8541] lr: 2.5000e-04 eta: 14:16:52 time: 0.3275 data_time: 0.0134 memory: 8200 loss: 0.6205 loss_cls: 0.2213 loss_bbox: 0.3993 2022/11/14 09:50:02 - mmengine - INFO - Epoch(train) [18][4550/8541] lr: 2.5000e-04 eta: 14:16:36 time: 0.3274 data_time: 0.0132 memory: 7084 loss: 0.6305 loss_cls: 0.2238 loss_bbox: 0.4067 2022/11/14 09:50:19 - mmengine - INFO - Epoch(train) [18][4600/8541] lr: 2.5000e-04 eta: 14:16:20 time: 0.3357 data_time: 0.0124 memory: 8131 loss: 0.6236 loss_cls: 0.2173 loss_bbox: 0.4064 2022/11/14 09:50:35 - mmengine - INFO - Epoch(train) [18][4650/8541] lr: 2.5000e-04 eta: 14:16:03 time: 0.3213 data_time: 0.0126 memory: 7180 loss: 0.6130 loss_cls: 0.2214 loss_bbox: 0.3916 2022/11/14 09:50:51 - mmengine - INFO - Epoch(train) [18][4700/8541] lr: 2.5000e-04 eta: 14:15:47 time: 0.3218 data_time: 0.0131 memory: 7193 loss: 0.6322 loss_cls: 0.2308 loss_bbox: 0.4014 2022/11/14 09:51:08 - mmengine - INFO - Epoch(train) [18][4750/8541] lr: 2.5000e-04 eta: 14:15:31 time: 0.3313 data_time: 0.0129 memory: 7987 loss: 0.6075 loss_cls: 0.2196 loss_bbox: 0.3879 2022/11/14 09:51:24 - mmengine - INFO - Epoch(train) [18][4800/8541] lr: 2.5000e-04 eta: 14:15:14 time: 0.3231 data_time: 0.0126 memory: 7140 loss: 0.5780 loss_cls: 0.2015 loss_bbox: 0.3764 2022/11/14 09:51:25 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 09:51:40 - mmengine - INFO - Epoch(train) [18][4850/8541] lr: 2.5000e-04 eta: 14:14:58 time: 0.3224 data_time: 0.0126 memory: 6899 loss: 0.6020 loss_cls: 0.2116 loss_bbox: 0.3904 2022/11/14 09:51:57 - mmengine - INFO - Epoch(train) [18][4900/8541] lr: 2.5000e-04 eta: 14:14:42 time: 0.3305 data_time: 0.0131 memory: 7855 loss: 0.5840 loss_cls: 0.2010 loss_bbox: 0.3829 2022/11/14 09:52:13 - mmengine - INFO - Epoch(train) [18][4950/8541] lr: 2.5000e-04 eta: 14:14:26 time: 0.3287 data_time: 0.0125 memory: 7275 loss: 0.5992 loss_cls: 0.2141 loss_bbox: 0.3850 2022/11/14 09:52:30 - mmengine - INFO - Epoch(train) [18][5000/8541] lr: 2.5000e-04 eta: 14:14:09 time: 0.3247 data_time: 0.0126 memory: 7299 loss: 0.6010 loss_cls: 0.2096 loss_bbox: 0.3914 2022/11/14 09:52:46 - mmengine - INFO - Epoch(train) [18][5050/8541] lr: 2.5000e-04 eta: 14:13:53 time: 0.3246 data_time: 0.0127 memory: 7028 loss: 0.5750 loss_cls: 0.2040 loss_bbox: 0.3710 2022/11/14 09:53:02 - mmengine - INFO - Epoch(train) [18][5100/8541] lr: 2.5000e-04 eta: 14:13:37 time: 0.3216 data_time: 0.0129 memory: 7538 loss: 0.5997 loss_cls: 0.2152 loss_bbox: 0.3845 2022/11/14 09:53:18 - mmengine - INFO - Epoch(train) [18][5150/8541] lr: 2.5000e-04 eta: 14:13:20 time: 0.3255 data_time: 0.0127 memory: 6974 loss: 0.5987 loss_cls: 0.2193 loss_bbox: 0.3794 2022/11/14 09:53:35 - mmengine - INFO - Epoch(train) [18][5200/8541] lr: 2.5000e-04 eta: 14:13:04 time: 0.3224 data_time: 0.0126 memory: 7413 loss: 0.6133 loss_cls: 0.2283 loss_bbox: 0.3850 2022/11/14 09:53:51 - mmengine - INFO - Epoch(train) [18][5250/8541] lr: 2.5000e-04 eta: 14:12:48 time: 0.3279 data_time: 0.0125 memory: 7556 loss: 0.5894 loss_cls: 0.2071 loss_bbox: 0.3823 2022/11/14 09:54:07 - mmengine - INFO - Epoch(train) [18][5300/8541] lr: 2.5000e-04 eta: 14:12:31 time: 0.3200 data_time: 0.0126 memory: 7280 loss: 0.5913 loss_cls: 0.2118 loss_bbox: 0.3795 2022/11/14 09:54:23 - mmengine - INFO - Epoch(train) [18][5350/8541] lr: 2.5000e-04 eta: 14:12:15 time: 0.3276 data_time: 0.0130 memory: 7812 loss: 0.5911 loss_cls: 0.2076 loss_bbox: 0.3835 2022/11/14 09:54:40 - mmengine - INFO - Epoch(train) [18][5400/8541] lr: 2.5000e-04 eta: 14:11:58 time: 0.3258 data_time: 0.0127 memory: 7292 loss: 0.6139 loss_cls: 0.2231 loss_bbox: 0.3907 2022/11/14 09:54:56 - mmengine - INFO - Epoch(train) [18][5450/8541] lr: 2.5000e-04 eta: 14:11:42 time: 0.3279 data_time: 0.0130 memory: 7355 loss: 0.6045 loss_cls: 0.2250 loss_bbox: 0.3795 2022/11/14 09:55:12 - mmengine - INFO - Epoch(train) [18][5500/8541] lr: 2.5000e-04 eta: 14:11:25 time: 0.3140 data_time: 0.0133 memory: 6806 loss: 0.5780 loss_cls: 0.2066 loss_bbox: 0.3714 2022/11/14 09:55:28 - mmengine - INFO - Epoch(train) [18][5550/8541] lr: 2.5000e-04 eta: 14:11:09 time: 0.3252 data_time: 0.0136 memory: 8009 loss: 0.5752 loss_cls: 0.2022 loss_bbox: 0.3730 2022/11/14 09:55:45 - mmengine - INFO - Epoch(train) [18][5600/8541] lr: 2.5000e-04 eta: 14:10:53 time: 0.3254 data_time: 0.0138 memory: 7664 loss: 0.5643 loss_cls: 0.1956 loss_bbox: 0.3687 2022/11/14 09:56:01 - mmengine - INFO - Epoch(train) [18][5650/8541] lr: 2.5000e-04 eta: 14:10:36 time: 0.3232 data_time: 0.0134 memory: 7112 loss: 0.5602 loss_cls: 0.1912 loss_bbox: 0.3689 2022/11/14 09:56:17 - mmengine - INFO - Epoch(train) [18][5700/8541] lr: 2.5000e-04 eta: 14:10:20 time: 0.3274 data_time: 0.0129 memory: 7685 loss: 0.5728 loss_cls: 0.2012 loss_bbox: 0.3716 2022/11/14 09:56:34 - mmengine - INFO - Epoch(train) [18][5750/8541] lr: 2.5000e-04 eta: 14:10:04 time: 0.3300 data_time: 0.0130 memory: 7438 loss: 0.5760 loss_cls: 0.2012 loss_bbox: 0.3749 2022/11/14 09:56:50 - mmengine - INFO - Epoch(train) [18][5800/8541] lr: 2.5000e-04 eta: 14:09:47 time: 0.3214 data_time: 0.0124 memory: 7585 loss: 0.5820 loss_cls: 0.2044 loss_bbox: 0.3776 2022/11/14 09:56:51 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 09:57:06 - mmengine - INFO - Epoch(train) [18][5850/8541] lr: 2.5000e-04 eta: 14:09:31 time: 0.3231 data_time: 0.0130 memory: 9004 loss: 0.5564 loss_cls: 0.1948 loss_bbox: 0.3616 2022/11/14 09:57:22 - mmengine - INFO - Epoch(train) [18][5900/8541] lr: 2.5000e-04 eta: 14:09:15 time: 0.3279 data_time: 0.0127 memory: 7351 loss: 0.5780 loss_cls: 0.2038 loss_bbox: 0.3742 2022/11/14 09:57:39 - mmengine - INFO - Epoch(train) [18][5950/8541] lr: 2.5000e-04 eta: 14:08:58 time: 0.3227 data_time: 0.0127 memory: 8144 loss: 0.5780 loss_cls: 0.2046 loss_bbox: 0.3735 2022/11/14 09:57:55 - mmengine - INFO - Epoch(train) [18][6000/8541] lr: 2.5000e-04 eta: 14:08:42 time: 0.3323 data_time: 0.0126 memory: 7912 loss: 0.5836 loss_cls: 0.2074 loss_bbox: 0.3763 2022/11/14 09:58:12 - mmengine - INFO - Epoch(train) [18][6050/8541] lr: 2.5000e-04 eta: 14:08:27 time: 0.3340 data_time: 0.0127 memory: 8877 loss: 0.5774 loss_cls: 0.2052 loss_bbox: 0.3722 2022/11/14 09:58:29 - mmengine - INFO - Epoch(train) [18][6100/8541] lr: 2.5000e-04 eta: 14:08:11 time: 0.3324 data_time: 0.0129 memory: 7817 loss: 0.5552 loss_cls: 0.1861 loss_bbox: 0.3692 2022/11/14 09:58:45 - mmengine - INFO - Epoch(train) [18][6150/8541] lr: 2.5000e-04 eta: 14:07:54 time: 0.3220 data_time: 0.0124 memory: 7715 loss: 0.5803 loss_cls: 0.2058 loss_bbox: 0.3745 2022/11/14 09:59:01 - mmengine - INFO - Epoch(train) [18][6200/8541] lr: 2.5000e-04 eta: 14:07:38 time: 0.3322 data_time: 0.0126 memory: 7637 loss: 0.5632 loss_cls: 0.1941 loss_bbox: 0.3691 2022/11/14 09:59:17 - mmengine - INFO - Epoch(train) [18][6250/8541] lr: 2.5000e-04 eta: 14:07:21 time: 0.3187 data_time: 0.0128 memory: 6696 loss: 0.5562 loss_cls: 0.1972 loss_bbox: 0.3590 2022/11/14 09:59:34 - mmengine - INFO - Epoch(train) [18][6300/8541] lr: 2.5000e-04 eta: 14:07:05 time: 0.3307 data_time: 0.0129 memory: 7849 loss: 0.5764 loss_cls: 0.2047 loss_bbox: 0.3717 2022/11/14 09:59:51 - mmengine - INFO - Epoch(train) [18][6350/8541] lr: 2.5000e-04 eta: 14:06:50 time: 0.3342 data_time: 0.0128 memory: 7898 loss: 0.5676 loss_cls: 0.1950 loss_bbox: 0.3726 2022/11/14 10:00:07 - mmengine - INFO - Epoch(train) [18][6400/8541] lr: 2.5000e-04 eta: 14:06:33 time: 0.3214 data_time: 0.0128 memory: 6874 loss: 0.5763 loss_cls: 0.2078 loss_bbox: 0.3685 2022/11/14 10:00:24 - mmengine - INFO - Epoch(train) [18][6450/8541] lr: 2.5000e-04 eta: 14:06:17 time: 0.3361 data_time: 0.0126 memory: 7814 loss: 0.5513 loss_cls: 0.1828 loss_bbox: 0.3686 2022/11/14 10:00:40 - mmengine - INFO - Epoch(train) [18][6500/8541] lr: 2.5000e-04 eta: 14:06:01 time: 0.3320 data_time: 0.0130 memory: 7977 loss: 0.5649 loss_cls: 0.1979 loss_bbox: 0.3670 2022/11/14 10:00:57 - mmengine - INFO - Epoch(train) [18][6550/8541] lr: 2.5000e-04 eta: 14:05:45 time: 0.3300 data_time: 0.0128 memory: 7656 loss: 0.5580 loss_cls: 0.1911 loss_bbox: 0.3669 2022/11/14 10:01:13 - mmengine - INFO - Epoch(train) [18][6600/8541] lr: 2.5000e-04 eta: 14:05:29 time: 0.3325 data_time: 0.0126 memory: 7999 loss: 0.5693 loss_cls: 0.1980 loss_bbox: 0.3713 2022/11/14 10:01:30 - mmengine - INFO - Epoch(train) [18][6650/8541] lr: 2.5000e-04 eta: 14:05:13 time: 0.3259 data_time: 0.0129 memory: 7395 loss: 0.5739 loss_cls: 0.2078 loss_bbox: 0.3661 2022/11/14 10:01:46 - mmengine - INFO - Epoch(train) [18][6700/8541] lr: 2.5000e-04 eta: 14:04:57 time: 0.3277 data_time: 0.0125 memory: 7441 loss: 0.5579 loss_cls: 0.1972 loss_bbox: 0.3607 2022/11/14 10:02:02 - mmengine - INFO - Epoch(train) [18][6750/8541] lr: 2.5000e-04 eta: 14:04:40 time: 0.3224 data_time: 0.0128 memory: 8214 loss: 0.5793 loss_cls: 0.2124 loss_bbox: 0.3669 2022/11/14 10:02:19 - mmengine - INFO - Epoch(train) [18][6800/8541] lr: 2.5000e-04 eta: 14:04:24 time: 0.3241 data_time: 0.0129 memory: 8360 loss: 0.5621 loss_cls: 0.1979 loss_bbox: 0.3641 2022/11/14 10:02:20 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 10:02:35 - mmengine - INFO - Epoch(train) [18][6850/8541] lr: 2.5000e-04 eta: 14:04:08 time: 0.3264 data_time: 0.0126 memory: 7819 loss: 0.5584 loss_cls: 0.1926 loss_bbox: 0.3658 2022/11/14 10:02:51 - mmengine - INFO - Epoch(train) [18][6900/8541] lr: 2.5000e-04 eta: 14:03:51 time: 0.3258 data_time: 0.0135 memory: 8141 loss: 0.5723 loss_cls: 0.1970 loss_bbox: 0.3753 2022/11/14 10:03:07 - mmengine - INFO - Epoch(train) [18][6950/8541] lr: 2.5000e-04 eta: 14:03:35 time: 0.3228 data_time: 0.0131 memory: 6899 loss: 0.5676 loss_cls: 0.1971 loss_bbox: 0.3705 2022/11/14 10:03:24 - mmengine - INFO - Epoch(train) [18][7000/8541] lr: 2.5000e-04 eta: 14:03:19 time: 0.3277 data_time: 0.0129 memory: 7439 loss: 0.5823 loss_cls: 0.2068 loss_bbox: 0.3754 2022/11/14 10:03:40 - mmengine - INFO - Epoch(train) [18][7050/8541] lr: 2.5000e-04 eta: 14:03:02 time: 0.3266 data_time: 0.0127 memory: 7328 loss: 0.5526 loss_cls: 0.1924 loss_bbox: 0.3602 2022/11/14 10:03:56 - mmengine - INFO - Epoch(train) [18][7100/8541] lr: 2.5000e-04 eta: 14:02:46 time: 0.3220 data_time: 0.0126 memory: 7572 loss: 0.5831 loss_cls: 0.2101 loss_bbox: 0.3730 2022/11/14 10:04:13 - mmengine - INFO - Epoch(train) [18][7150/8541] lr: 2.5000e-04 eta: 14:02:30 time: 0.3253 data_time: 0.0128 memory: 7894 loss: 0.5583 loss_cls: 0.1952 loss_bbox: 0.3631 2022/11/14 10:04:30 - mmengine - INFO - Epoch(train) [18][7200/8541] lr: 2.5000e-04 eta: 14:02:14 time: 0.3360 data_time: 0.0130 memory: 7868 loss: 0.5532 loss_cls: 0.1847 loss_bbox: 0.3686 2022/11/14 10:04:46 - mmengine - INFO - Epoch(train) [18][7250/8541] lr: 2.5000e-04 eta: 14:01:57 time: 0.3223 data_time: 0.0128 memory: 7368 loss: 0.5436 loss_cls: 0.1833 loss_bbox: 0.3604 2022/11/14 10:05:02 - mmengine - INFO - Epoch(train) [18][7300/8541] lr: 2.5000e-04 eta: 14:01:41 time: 0.3262 data_time: 0.0127 memory: 7144 loss: 0.5644 loss_cls: 0.1950 loss_bbox: 0.3694 2022/11/14 10:05:19 - mmengine - INFO - Epoch(train) [18][7350/8541] lr: 2.5000e-04 eta: 14:01:25 time: 0.3307 data_time: 0.0128 memory: 7408 loss: 0.5626 loss_cls: 0.1913 loss_bbox: 0.3712 2022/11/14 10:05:35 - mmengine - INFO - Epoch(train) [18][7400/8541] lr: 2.5000e-04 eta: 14:01:09 time: 0.3311 data_time: 0.0129 memory: 8497 loss: 0.5681 loss_cls: 0.1987 loss_bbox: 0.3694 2022/11/14 10:05:51 - mmengine - INFO - Epoch(train) [18][7450/8541] lr: 2.5000e-04 eta: 14:00:53 time: 0.3245 data_time: 0.0128 memory: 7188 loss: 0.5545 loss_cls: 0.1951 loss_bbox: 0.3595 2022/11/14 10:06:08 - mmengine - INFO - Epoch(train) [18][7500/8541] lr: 2.5000e-04 eta: 14:00:37 time: 0.3298 data_time: 0.0130 memory: 10538 loss: 0.5865 loss_cls: 0.2050 loss_bbox: 0.3815 2022/11/14 10:06:24 - mmengine - INFO - Epoch(train) [18][7550/8541] lr: 2.5000e-04 eta: 14:00:20 time: 0.3277 data_time: 0.0132 memory: 7252 loss: 0.5886 loss_cls: 0.2059 loss_bbox: 0.3827 2022/11/14 10:06:41 - mmengine - INFO - Epoch(train) [18][7600/8541] lr: 2.5000e-04 eta: 14:00:04 time: 0.3273 data_time: 0.0128 memory: 7048 loss: 0.5776 loss_cls: 0.2032 loss_bbox: 0.3744 2022/11/14 10:06:57 - mmengine - INFO - Epoch(train) [18][7650/8541] lr: 2.5000e-04 eta: 13:59:48 time: 0.3198 data_time: 0.0127 memory: 6703 loss: 0.5866 loss_cls: 0.2214 loss_bbox: 0.3652 2022/11/14 10:07:13 - mmengine - INFO - Epoch(train) [18][7700/8541] lr: 2.5000e-04 eta: 13:59:31 time: 0.3257 data_time: 0.0132 memory: 7129 loss: 0.5855 loss_cls: 0.2078 loss_bbox: 0.3777 2022/11/14 10:07:30 - mmengine - INFO - Epoch(train) [18][7750/8541] lr: 2.5000e-04 eta: 13:59:15 time: 0.3328 data_time: 0.0134 memory: 7050 loss: 0.5811 loss_cls: 0.2044 loss_bbox: 0.3767 2022/11/14 10:07:46 - mmengine - INFO - Epoch(train) [18][7800/8541] lr: 2.5000e-04 eta: 13:58:59 time: 0.3234 data_time: 0.0131 memory: 8607 loss: 0.5925 loss_cls: 0.2107 loss_bbox: 0.3818 2022/11/14 10:07:47 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 10:08:02 - mmengine - INFO - Epoch(train) [18][7850/8541] lr: 2.5000e-04 eta: 13:58:42 time: 0.3215 data_time: 0.0132 memory: 7395 loss: 0.6661 loss_cls: 0.2508 loss_bbox: 0.4154 2022/11/14 10:08:19 - mmengine - INFO - Epoch(train) [18][7900/8541] lr: 2.5000e-04 eta: 13:58:26 time: 0.3273 data_time: 0.0134 memory: 7535 loss: 0.6198 loss_cls: 0.2260 loss_bbox: 0.3938 2022/11/14 10:08:35 - mmengine - INFO - Epoch(train) [18][7950/8541] lr: 2.5000e-04 eta: 13:58:10 time: 0.3222 data_time: 0.0138 memory: 8131 loss: 0.6231 loss_cls: 0.2319 loss_bbox: 0.3911 2022/11/14 10:08:52 - mmengine - INFO - Epoch(train) [18][8000/8541] lr: 2.5000e-04 eta: 13:57:54 time: 0.3365 data_time: 0.0133 memory: 8740 loss: 0.5844 loss_cls: 0.2054 loss_bbox: 0.3790 2022/11/14 10:09:08 - mmengine - INFO - Epoch(train) [18][8050/8541] lr: 2.5000e-04 eta: 13:57:38 time: 0.3293 data_time: 0.0126 memory: 7014 loss: 0.5850 loss_cls: 0.2104 loss_bbox: 0.3746 2022/11/14 10:09:24 - mmengine - INFO - Epoch(train) [18][8100/8541] lr: 2.5000e-04 eta: 13:57:21 time: 0.3221 data_time: 0.0131 memory: 6870 loss: 0.5756 loss_cls: 0.2074 loss_bbox: 0.3682 2022/11/14 10:09:41 - mmengine - INFO - Epoch(train) [18][8150/8541] lr: 2.5000e-04 eta: 13:57:06 time: 0.3370 data_time: 0.0127 memory: 7346 loss: 0.5718 loss_cls: 0.2025 loss_bbox: 0.3693 2022/11/14 10:09:58 - mmengine - INFO - Epoch(train) [18][8200/8541] lr: 2.5000e-04 eta: 13:56:49 time: 0.3283 data_time: 0.0129 memory: 8294 loss: 0.5953 loss_cls: 0.2210 loss_bbox: 0.3743 2022/11/14 10:10:14 - mmengine - INFO - Epoch(train) [18][8250/8541] lr: 2.5000e-04 eta: 13:56:33 time: 0.3291 data_time: 0.0131 memory: 8110 loss: 0.6156 loss_cls: 0.2262 loss_bbox: 0.3894 2022/11/14 10:10:31 - mmengine - INFO - Epoch(train) [18][8300/8541] lr: 2.5000e-04 eta: 13:56:17 time: 0.3345 data_time: 0.0130 memory: 8207 loss: 0.5783 loss_cls: 0.2047 loss_bbox: 0.3736 2022/11/14 10:10:47 - mmengine - INFO - Epoch(train) [18][8350/8541] lr: 2.5000e-04 eta: 13:56:01 time: 0.3295 data_time: 0.0125 memory: 7543 loss: 0.5571 loss_cls: 0.1959 loss_bbox: 0.3612 2022/11/14 10:11:04 - mmengine - INFO - Epoch(train) [18][8400/8541] lr: 2.5000e-04 eta: 13:55:45 time: 0.3307 data_time: 0.0131 memory: 8082 loss: 0.5633 loss_cls: 0.2007 loss_bbox: 0.3626 2022/11/14 10:11:20 - mmengine - INFO - Epoch(train) [18][8450/8541] lr: 2.5000e-04 eta: 13:55:29 time: 0.3295 data_time: 0.0130 memory: 9084 loss: 0.5909 loss_cls: 0.2190 loss_bbox: 0.3719 2022/11/14 10:11:37 - mmengine - INFO - Epoch(train) [18][8500/8541] lr: 2.5000e-04 eta: 13:55:13 time: 0.3321 data_time: 0.0133 memory: 7954 loss: 0.5437 loss_cls: 0.1849 loss_bbox: 0.3588 2022/11/14 10:11:50 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 10:12:08 - mmengine - INFO - Epoch(train) [19][50/8541] lr: 2.5000e-04 eta: 13:54:44 time: 0.3423 data_time: 0.0252 memory: 8179 loss: 0.5470 loss_cls: 0.1913 loss_bbox: 0.3557 2022/11/14 10:12:24 - mmengine - INFO - Epoch(train) [19][100/8541] lr: 2.5000e-04 eta: 13:54:28 time: 0.3280 data_time: 0.0130 memory: 8753 loss: 0.5611 loss_cls: 0.1928 loss_bbox: 0.3684 2022/11/14 10:12:40 - mmengine - INFO - Epoch(train) [19][150/8541] lr: 2.5000e-04 eta: 13:54:12 time: 0.3202 data_time: 0.0135 memory: 7814 loss: 0.5814 loss_cls: 0.2128 loss_bbox: 0.3686 2022/11/14 10:12:57 - mmengine - INFO - Epoch(train) [19][200/8541] lr: 2.5000e-04 eta: 13:53:56 time: 0.3337 data_time: 0.0135 memory: 8564 loss: 0.5639 loss_cls: 0.1926 loss_bbox: 0.3714 2022/11/14 10:13:14 - mmengine - INFO - Epoch(train) [19][250/8541] lr: 2.5000e-04 eta: 13:53:40 time: 0.3360 data_time: 0.0129 memory: 7798 loss: 0.5534 loss_cls: 0.1856 loss_bbox: 0.3678 2022/11/14 10:13:18 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 10:13:30 - mmengine - INFO - Epoch(train) [19][300/8541] lr: 2.5000e-04 eta: 13:53:24 time: 0.3272 data_time: 0.0131 memory: 7116 loss: 0.5530 loss_cls: 0.1873 loss_bbox: 0.3657 2022/11/14 10:13:46 - mmengine - INFO - Epoch(train) [19][350/8541] lr: 2.5000e-04 eta: 13:53:08 time: 0.3293 data_time: 0.0132 memory: 8144 loss: 0.5595 loss_cls: 0.1920 loss_bbox: 0.3675 2022/11/14 10:14:03 - mmengine - INFO - Epoch(train) [19][400/8541] lr: 2.5000e-04 eta: 13:52:51 time: 0.3198 data_time: 0.0131 memory: 8141 loss: 0.5504 loss_cls: 0.1993 loss_bbox: 0.3511 2022/11/14 10:14:19 - mmengine - INFO - Epoch(train) [19][450/8541] lr: 2.5000e-04 eta: 13:52:35 time: 0.3295 data_time: 0.0132 memory: 8427 loss: 0.5487 loss_cls: 0.1885 loss_bbox: 0.3603 2022/11/14 10:14:35 - mmengine - INFO - Epoch(train) [19][500/8541] lr: 2.4999e-04 eta: 13:52:18 time: 0.3217 data_time: 0.0134 memory: 6923 loss: 0.5539 loss_cls: 0.1898 loss_bbox: 0.3641 2022/11/14 10:14:51 - mmengine - INFO - Epoch(train) [19][550/8541] lr: 2.4999e-04 eta: 13:52:02 time: 0.3251 data_time: 0.0137 memory: 7032 loss: 0.5668 loss_cls: 0.2053 loss_bbox: 0.3615 2022/11/14 10:15:08 - mmengine - INFO - Epoch(train) [19][600/8541] lr: 2.4999e-04 eta: 13:51:46 time: 0.3375 data_time: 0.0135 memory: 7576 loss: 0.5274 loss_cls: 0.1764 loss_bbox: 0.3510 2022/11/14 10:15:25 - mmengine - INFO - Epoch(train) [19][650/8541] lr: 2.4999e-04 eta: 13:51:30 time: 0.3325 data_time: 0.0134 memory: 7857 loss: 0.5671 loss_cls: 0.1981 loss_bbox: 0.3690 2022/11/14 10:15:41 - mmengine - INFO - Epoch(train) [19][700/8541] lr: 2.4999e-04 eta: 13:51:14 time: 0.3256 data_time: 0.0137 memory: 7082 loss: 0.5609 loss_cls: 0.2007 loss_bbox: 0.3601 2022/11/14 10:15:58 - mmengine - INFO - Epoch(train) [19][750/8541] lr: 2.4999e-04 eta: 13:50:58 time: 0.3288 data_time: 0.0133 memory: 7291 loss: 0.5691 loss_cls: 0.1999 loss_bbox: 0.3692 2022/11/14 10:16:14 - mmengine - INFO - Epoch(train) [19][800/8541] lr: 2.4998e-04 eta: 13:50:41 time: 0.3210 data_time: 0.0135 memory: 6926 loss: 0.5686 loss_cls: 0.2038 loss_bbox: 0.3649 2022/11/14 10:16:30 - mmengine - INFO - Epoch(train) [19][850/8541] lr: 2.4998e-04 eta: 13:50:25 time: 0.3226 data_time: 0.0139 memory: 7442 loss: 0.5511 loss_cls: 0.1901 loss_bbox: 0.3611 2022/11/14 10:16:46 - mmengine - INFO - Epoch(train) [19][900/8541] lr: 2.4998e-04 eta: 13:50:08 time: 0.3187 data_time: 0.0139 memory: 7418 loss: 0.5882 loss_cls: 0.2245 loss_bbox: 0.3637 2022/11/14 10:17:02 - mmengine - INFO - Epoch(train) [19][950/8541] lr: 2.4998e-04 eta: 13:49:52 time: 0.3284 data_time: 0.0133 memory: 7225 loss: 0.5496 loss_cls: 0.1880 loss_bbox: 0.3616 2022/11/14 10:17:19 - mmengine - INFO - Epoch(train) [19][1000/8541] lr: 2.4998e-04 eta: 13:49:36 time: 0.3292 data_time: 0.0133 memory: 7580 loss: 0.5717 loss_cls: 0.1999 loss_bbox: 0.3718 2022/11/14 10:17:36 - mmengine - INFO - Epoch(train) [19][1050/8541] lr: 2.4997e-04 eta: 13:49:20 time: 0.3384 data_time: 0.0133 memory: 7387 loss: 0.5772 loss_cls: 0.2070 loss_bbox: 0.3702 2022/11/14 10:17:53 - mmengine - INFO - Epoch(train) [19][1100/8541] lr: 2.4997e-04 eta: 13:49:04 time: 0.3341 data_time: 0.0168 memory: 8291 loss: 0.5729 loss_cls: 0.2092 loss_bbox: 0.3637 2022/11/14 10:18:09 - mmengine - INFO - Epoch(train) [19][1150/8541] lr: 2.4997e-04 eta: 13:48:48 time: 0.3289 data_time: 0.0134 memory: 7544 loss: 0.5774 loss_cls: 0.2099 loss_bbox: 0.3675 2022/11/14 10:18:26 - mmengine - INFO - Epoch(train) [19][1200/8541] lr: 2.4996e-04 eta: 13:48:32 time: 0.3346 data_time: 0.0138 memory: 7393 loss: 0.5563 loss_cls: 0.1941 loss_bbox: 0.3622 2022/11/14 10:18:43 - mmengine - INFO - Epoch(train) [19][1250/8541] lr: 2.4996e-04 eta: 13:48:16 time: 0.3309 data_time: 0.0137 memory: 8449 loss: 0.5935 loss_cls: 0.2196 loss_bbox: 0.3739 2022/11/14 10:18:46 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 10:18:59 - mmengine - INFO - Epoch(train) [19][1300/8541] lr: 2.4996e-04 eta: 13:48:00 time: 0.3298 data_time: 0.0134 memory: 7305 loss: 0.5513 loss_cls: 0.1876 loss_bbox: 0.3637 2022/11/14 10:19:16 - mmengine - INFO - Epoch(train) [19][1350/8541] lr: 2.4995e-04 eta: 13:47:44 time: 0.3301 data_time: 0.0133 memory: 8276 loss: 0.5626 loss_cls: 0.1969 loss_bbox: 0.3657 2022/11/14 10:19:32 - mmengine - INFO - Epoch(train) [19][1400/8541] lr: 2.4995e-04 eta: 13:47:28 time: 0.3273 data_time: 0.0136 memory: 7641 loss: 0.5592 loss_cls: 0.1926 loss_bbox: 0.3666 2022/11/14 10:19:48 - mmengine - INFO - Epoch(train) [19][1450/8541] lr: 2.4995e-04 eta: 13:47:11 time: 0.3239 data_time: 0.0136 memory: 7489 loss: 0.5513 loss_cls: 0.1897 loss_bbox: 0.3616 2022/11/14 10:20:05 - mmengine - INFO - Epoch(train) [19][1500/8541] lr: 2.4994e-04 eta: 13:46:55 time: 0.3272 data_time: 0.0133 memory: 7942 loss: 0.5794 loss_cls: 0.2074 loss_bbox: 0.3720 2022/11/14 10:20:21 - mmengine - INFO - Epoch(train) [19][1550/8541] lr: 2.4994e-04 eta: 13:46:39 time: 0.3290 data_time: 0.0134 memory: 8021 loss: 0.5475 loss_cls: 0.1952 loss_bbox: 0.3523 2022/11/14 10:20:38 - mmengine - INFO - Epoch(train) [19][1600/8541] lr: 2.4994e-04 eta: 13:46:23 time: 0.3279 data_time: 0.0137 memory: 7183 loss: 0.5852 loss_cls: 0.2091 loss_bbox: 0.3761 2022/11/14 10:20:54 - mmengine - INFO - Epoch(train) [19][1650/8541] lr: 2.4993e-04 eta: 13:46:07 time: 0.3360 data_time: 0.0133 memory: 8009 loss: 0.5790 loss_cls: 0.2079 loss_bbox: 0.3711 2022/11/14 10:21:11 - mmengine - INFO - Epoch(train) [19][1700/8541] lr: 2.4993e-04 eta: 13:45:51 time: 0.3296 data_time: 0.0134 memory: 7759 loss: 0.5835 loss_cls: 0.2051 loss_bbox: 0.3785 2022/11/14 10:21:27 - mmengine - INFO - Epoch(train) [19][1750/8541] lr: 2.4992e-04 eta: 13:45:35 time: 0.3284 data_time: 0.0164 memory: 7632 loss: 0.5913 loss_cls: 0.2191 loss_bbox: 0.3723 2022/11/14 10:21:44 - mmengine - INFO - Epoch(train) [19][1800/8541] lr: 2.4992e-04 eta: 13:45:19 time: 0.3298 data_time: 0.0134 memory: 7201 loss: 0.5826 loss_cls: 0.2042 loss_bbox: 0.3785 2022/11/14 10:22:00 - mmengine - INFO - Epoch(train) [19][1850/8541] lr: 2.4992e-04 eta: 13:45:02 time: 0.3245 data_time: 0.0135 memory: 7216 loss: 0.5767 loss_cls: 0.2044 loss_bbox: 0.3723 2022/11/14 10:22:17 - mmengine - INFO - Epoch(train) [19][1900/8541] lr: 2.4991e-04 eta: 13:44:46 time: 0.3266 data_time: 0.0139 memory: 7930 loss: 0.5617 loss_cls: 0.1965 loss_bbox: 0.3652 2022/11/14 10:22:33 - mmengine - INFO - Epoch(train) [19][1950/8541] lr: 2.4991e-04 eta: 13:44:30 time: 0.3222 data_time: 0.0133 memory: 7458 loss: 0.5643 loss_cls: 0.2038 loss_bbox: 0.3604 2022/11/14 10:22:49 - mmengine - INFO - Epoch(train) [19][2000/8541] lr: 2.4990e-04 eta: 13:44:13 time: 0.3292 data_time: 0.0134 memory: 7416 loss: 0.5739 loss_cls: 0.2059 loss_bbox: 0.3680 2022/11/14 10:23:06 - mmengine - INFO - Epoch(train) [19][2050/8541] lr: 2.4990e-04 eta: 13:43:57 time: 0.3263 data_time: 0.0136 memory: 7673 loss: 0.5908 loss_cls: 0.2108 loss_bbox: 0.3800 2022/11/14 10:23:22 - mmengine - INFO - Epoch(train) [19][2100/8541] lr: 2.4989e-04 eta: 13:43:41 time: 0.3299 data_time: 0.0132 memory: 7132 loss: 0.5700 loss_cls: 0.1996 loss_bbox: 0.3704 2022/11/14 10:23:38 - mmengine - INFO - Epoch(train) [19][2150/8541] lr: 2.4989e-04 eta: 13:43:25 time: 0.3238 data_time: 0.0132 memory: 8341 loss: 0.6229 loss_cls: 0.2327 loss_bbox: 0.3902 2022/11/14 10:23:55 - mmengine - INFO - Epoch(train) [19][2200/8541] lr: 2.4988e-04 eta: 13:43:09 time: 0.3299 data_time: 0.0131 memory: 7408 loss: 0.6067 loss_cls: 0.2251 loss_bbox: 0.3816 2022/11/14 10:24:11 - mmengine - INFO - Epoch(train) [19][2250/8541] lr: 2.4987e-04 eta: 13:42:52 time: 0.3221 data_time: 0.0139 memory: 6845 loss: 0.6027 loss_cls: 0.2302 loss_bbox: 0.3725 2022/11/14 10:24:15 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 10:24:27 - mmengine - INFO - Epoch(train) [19][2300/8541] lr: 2.4987e-04 eta: 13:42:36 time: 0.3271 data_time: 0.0131 memory: 8177 loss: 0.5690 loss_cls: 0.2046 loss_bbox: 0.3645 2022/11/14 10:24:44 - mmengine - INFO - Epoch(train) [19][2350/8541] lr: 2.4986e-04 eta: 13:42:20 time: 0.3278 data_time: 0.0138 memory: 7834 loss: 0.5998 loss_cls: 0.2247 loss_bbox: 0.3751 2022/11/14 10:25:00 - mmengine - INFO - Epoch(train) [19][2400/8541] lr: 2.4986e-04 eta: 13:42:04 time: 0.3324 data_time: 0.0139 memory: 9083 loss: 0.6000 loss_cls: 0.2212 loss_bbox: 0.3787 2022/11/14 10:25:17 - mmengine - INFO - Epoch(train) [19][2450/8541] lr: 2.4985e-04 eta: 13:41:48 time: 0.3334 data_time: 0.0133 memory: 7586 loss: 0.5807 loss_cls: 0.2057 loss_bbox: 0.3750 2022/11/14 10:25:33 - mmengine - INFO - Epoch(train) [19][2500/8541] lr: 2.4985e-04 eta: 13:41:31 time: 0.3256 data_time: 0.0135 memory: 7113 loss: 0.5653 loss_cls: 0.1985 loss_bbox: 0.3668 2022/11/14 10:25:50 - mmengine - INFO - Epoch(train) [19][2550/8541] lr: 2.4984e-04 eta: 13:41:15 time: 0.3326 data_time: 0.0133 memory: 8741 loss: 0.5459 loss_cls: 0.1853 loss_bbox: 0.3606 2022/11/14 10:26:06 - mmengine - INFO - Epoch(train) [19][2600/8541] lr: 2.4983e-04 eta: 13:40:59 time: 0.3213 data_time: 0.0137 memory: 6789 loss: 0.5709 loss_cls: 0.1958 loss_bbox: 0.3751 2022/11/14 10:26:23 - mmengine - INFO - Epoch(train) [19][2650/8541] lr: 2.4983e-04 eta: 13:40:43 time: 0.3280 data_time: 0.0133 memory: 7655 loss: 0.5748 loss_cls: 0.2045 loss_bbox: 0.3703 2022/11/14 10:26:39 - mmengine - INFO - Epoch(train) [19][2700/8541] lr: 2.4982e-04 eta: 13:40:26 time: 0.3199 data_time: 0.0133 memory: 7444 loss: 0.5904 loss_cls: 0.2075 loss_bbox: 0.3829 2022/11/14 10:26:55 - mmengine - INFO - Epoch(train) [19][2750/8541] lr: 2.4981e-04 eta: 13:40:10 time: 0.3350 data_time: 0.0128 memory: 8333 loss: 0.5692 loss_cls: 0.2016 loss_bbox: 0.3676 2022/11/14 10:27:12 - mmengine - INFO - Epoch(train) [19][2800/8541] lr: 2.4981e-04 eta: 13:39:54 time: 0.3336 data_time: 0.0130 memory: 8370 loss: 0.5744 loss_cls: 0.2048 loss_bbox: 0.3696 2022/11/14 10:27:29 - mmengine - INFO - Epoch(train) [19][2850/8541] lr: 2.4980e-04 eta: 13:39:38 time: 0.3330 data_time: 0.0127 memory: 8238 loss: 0.5789 loss_cls: 0.2127 loss_bbox: 0.3662 2022/11/14 10:27:45 - mmengine - INFO - Epoch(train) [19][2900/8541] lr: 2.4979e-04 eta: 13:39:22 time: 0.3221 data_time: 0.0128 memory: 8124 loss: 0.5799 loss_cls: 0.2170 loss_bbox: 0.3629 2022/11/14 10:28:02 - mmengine - INFO - Epoch(train) [19][2950/8541] lr: 2.4978e-04 eta: 13:39:06 time: 0.3401 data_time: 0.0129 memory: 8977 loss: 0.5961 loss_cls: 0.2148 loss_bbox: 0.3813 2022/11/14 10:28:19 - mmengine - INFO - Epoch(train) [19][3000/8541] lr: 2.4978e-04 eta: 13:38:50 time: 0.3305 data_time: 0.0128 memory: 8159 loss: 0.5789 loss_cls: 0.2054 loss_bbox: 0.3734 2022/11/14 10:28:35 - mmengine - INFO - Epoch(train) [19][3050/8541] lr: 2.4977e-04 eta: 13:38:34 time: 0.3253 data_time: 0.0127 memory: 7615 loss: 0.6098 loss_cls: 0.2268 loss_bbox: 0.3831 2022/11/14 10:28:51 - mmengine - INFO - Epoch(train) [19][3100/8541] lr: 2.4976e-04 eta: 13:38:17 time: 0.3230 data_time: 0.0133 memory: 7336 loss: 0.5834 loss_cls: 0.2185 loss_bbox: 0.3648 2022/11/14 10:29:08 - mmengine - INFO - Epoch(train) [19][3150/8541] lr: 2.4975e-04 eta: 13:38:01 time: 0.3304 data_time: 0.0128 memory: 7604 loss: 0.5957 loss_cls: 0.2110 loss_bbox: 0.3847 2022/11/14 10:29:24 - mmengine - INFO - Epoch(train) [19][3200/8541] lr: 2.4975e-04 eta: 13:37:45 time: 0.3260 data_time: 0.0131 memory: 6991 loss: 0.5723 loss_cls: 0.2068 loss_bbox: 0.3655 2022/11/14 10:29:41 - mmengine - INFO - Epoch(train) [19][3250/8541] lr: 2.4974e-04 eta: 13:37:29 time: 0.3312 data_time: 0.0138 memory: 7150 loss: 0.5685 loss_cls: 0.2080 loss_bbox: 0.3606 2022/11/14 10:29:45 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 10:29:57 - mmengine - INFO - Epoch(train) [19][3300/8541] lr: 2.4973e-04 eta: 13:37:13 time: 0.3284 data_time: 0.0120 memory: 7825 loss: 0.6140 loss_cls: 0.2325 loss_bbox: 0.3815 2022/11/14 10:30:13 - mmengine - INFO - Epoch(train) [19][3350/8541] lr: 2.4972e-04 eta: 13:36:56 time: 0.3240 data_time: 0.0127 memory: 7505 loss: 0.5982 loss_cls: 0.2257 loss_bbox: 0.3725 2022/11/14 10:30:30 - mmengine - INFO - Epoch(train) [19][3400/8541] lr: 2.4971e-04 eta: 13:36:40 time: 0.3232 data_time: 0.0130 memory: 8739 loss: 0.5629 loss_cls: 0.2014 loss_bbox: 0.3615 2022/11/14 10:30:46 - mmengine - INFO - Epoch(train) [19][3450/8541] lr: 2.4971e-04 eta: 13:36:24 time: 0.3283 data_time: 0.0135 memory: 7308 loss: 0.5343 loss_cls: 0.1794 loss_bbox: 0.3549 2022/11/14 10:31:03 - mmengine - INFO - Epoch(train) [19][3500/8541] lr: 2.4970e-04 eta: 13:36:08 time: 0.3318 data_time: 0.0129 memory: 7712 loss: 0.5669 loss_cls: 0.1950 loss_bbox: 0.3719 2022/11/14 10:31:19 - mmengine - INFO - Epoch(train) [19][3550/8541] lr: 2.4969e-04 eta: 13:35:52 time: 0.3282 data_time: 0.0132 memory: 6935 loss: 0.5576 loss_cls: 0.1969 loss_bbox: 0.3607 2022/11/14 10:31:35 - mmengine - INFO - Epoch(train) [19][3600/8541] lr: 2.4968e-04 eta: 13:35:35 time: 0.3258 data_time: 0.0130 memory: 7006 loss: 0.5792 loss_cls: 0.2086 loss_bbox: 0.3706 2022/11/14 10:31:52 - mmengine - INFO - Epoch(train) [19][3650/8541] lr: 2.4967e-04 eta: 13:35:19 time: 0.3291 data_time: 0.0130 memory: 6897 loss: 0.5766 loss_cls: 0.1989 loss_bbox: 0.3776 2022/11/14 10:32:08 - mmengine - INFO - Epoch(train) [19][3700/8541] lr: 2.4966e-04 eta: 13:35:03 time: 0.3227 data_time: 0.0128 memory: 7100 loss: 0.5618 loss_cls: 0.2066 loss_bbox: 0.3552 2022/11/14 10:32:24 - mmengine - INFO - Epoch(train) [19][3750/8541] lr: 2.4965e-04 eta: 13:34:47 time: 0.3275 data_time: 0.0129 memory: 7110 loss: 0.5885 loss_cls: 0.2154 loss_bbox: 0.3732 2022/11/14 10:32:40 - mmengine - INFO - Epoch(train) [19][3800/8541] lr: 2.4964e-04 eta: 13:34:30 time: 0.3197 data_time: 0.0132 memory: 7017 loss: 0.6257 loss_cls: 0.2303 loss_bbox: 0.3953 2022/11/14 10:32:57 - mmengine - INFO - Epoch(train) [19][3850/8541] lr: 2.4963e-04 eta: 13:34:14 time: 0.3271 data_time: 0.0136 memory: 7845 loss: 0.6023 loss_cls: 0.2237 loss_bbox: 0.3786 2022/11/14 10:33:14 - mmengine - INFO - Epoch(train) [19][3900/8541] lr: 2.4962e-04 eta: 13:33:58 time: 0.3357 data_time: 0.0133 memory: 7789 loss: 0.5924 loss_cls: 0.2129 loss_bbox: 0.3795 2022/11/14 10:33:30 - mmengine - INFO - Epoch(train) [19][3950/8541] lr: 2.4961e-04 eta: 13:33:41 time: 0.3228 data_time: 0.0134 memory: 9027 loss: 0.5718 loss_cls: 0.2054 loss_bbox: 0.3664 2022/11/14 10:33:46 - mmengine - INFO - Epoch(train) [19][4000/8541] lr: 2.4960e-04 eta: 13:33:25 time: 0.3315 data_time: 0.0130 memory: 7207 loss: 0.5739 loss_cls: 0.1978 loss_bbox: 0.3761 2022/11/14 10:34:02 - mmengine - INFO - Epoch(train) [19][4050/8541] lr: 2.4959e-04 eta: 13:33:09 time: 0.3197 data_time: 0.0137 memory: 7069 loss: 0.5461 loss_cls: 0.1901 loss_bbox: 0.3560 2022/11/14 10:34:19 - mmengine - INFO - Epoch(train) [19][4100/8541] lr: 2.4958e-04 eta: 13:32:52 time: 0.3260 data_time: 0.0134 memory: 7803 loss: 0.5680 loss_cls: 0.1972 loss_bbox: 0.3708 2022/11/14 10:34:35 - mmengine - INFO - Epoch(train) [19][4150/8541] lr: 2.4957e-04 eta: 13:32:36 time: 0.3259 data_time: 0.0135 memory: 7135 loss: 0.5620 loss_cls: 0.1968 loss_bbox: 0.3652 2022/11/14 10:34:51 - mmengine - INFO - Epoch(train) [19][4200/8541] lr: 2.4956e-04 eta: 13:32:20 time: 0.3258 data_time: 0.0133 memory: 7093 loss: 0.5650 loss_cls: 0.1988 loss_bbox: 0.3662 2022/11/14 10:35:08 - mmengine - INFO - Epoch(train) [19][4250/8541] lr: 2.4955e-04 eta: 13:32:03 time: 0.3195 data_time: 0.0137 memory: 7028 loss: 0.5610 loss_cls: 0.1977 loss_bbox: 0.3634 2022/11/14 10:35:11 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 10:35:24 - mmengine - INFO - Epoch(train) [19][4300/8541] lr: 2.4954e-04 eta: 13:31:47 time: 0.3289 data_time: 0.0134 memory: 7369 loss: 0.5790 loss_cls: 0.2027 loss_bbox: 0.3763 2022/11/14 10:35:40 - mmengine - INFO - Epoch(train) [19][4350/8541] lr: 2.4953e-04 eta: 13:31:31 time: 0.3283 data_time: 0.0132 memory: 7679 loss: 0.5784 loss_cls: 0.2015 loss_bbox: 0.3769 2022/11/14 10:35:56 - mmengine - INFO - Epoch(train) [19][4400/8541] lr: 2.4952e-04 eta: 13:31:14 time: 0.3179 data_time: 0.0131 memory: 7130 loss: 0.5919 loss_cls: 0.2121 loss_bbox: 0.3798 2022/11/14 10:36:13 - mmengine - INFO - Epoch(train) [19][4450/8541] lr: 2.4951e-04 eta: 13:30:58 time: 0.3319 data_time: 0.0133 memory: 7581 loss: 0.5956 loss_cls: 0.2136 loss_bbox: 0.3819 2022/11/14 10:36:30 - mmengine - INFO - Epoch(train) [19][4500/8541] lr: 2.4950e-04 eta: 13:30:43 time: 0.3375 data_time: 0.0127 memory: 7396 loss: 0.5649 loss_cls: 0.1988 loss_bbox: 0.3661 2022/11/14 10:36:46 - mmengine - INFO - Epoch(train) [19][4550/8541] lr: 2.4949e-04 eta: 13:30:26 time: 0.3209 data_time: 0.0130 memory: 6717 loss: 0.5727 loss_cls: 0.2063 loss_bbox: 0.3665 2022/11/14 10:37:02 - mmengine - INFO - Epoch(train) [19][4600/8541] lr: 2.4948e-04 eta: 13:30:10 time: 0.3274 data_time: 0.0130 memory: 7935 loss: 0.5683 loss_cls: 0.1991 loss_bbox: 0.3691 2022/11/14 10:37:19 - mmengine - INFO - Epoch(train) [19][4650/8541] lr: 2.4946e-04 eta: 13:29:53 time: 0.3216 data_time: 0.0128 memory: 7052 loss: 0.5829 loss_cls: 0.2022 loss_bbox: 0.3807 2022/11/14 10:37:35 - mmengine - INFO - Epoch(train) [19][4700/8541] lr: 2.4945e-04 eta: 13:29:37 time: 0.3246 data_time: 0.0126 memory: 7432 loss: 0.5518 loss_cls: 0.1927 loss_bbox: 0.3591 2022/11/14 10:37:51 - mmengine - INFO - Epoch(train) [19][4750/8541] lr: 2.4944e-04 eta: 13:29:21 time: 0.3330 data_time: 0.0126 memory: 7718 loss: 0.5868 loss_cls: 0.2133 loss_bbox: 0.3735 2022/11/14 10:38:08 - mmengine - INFO - Epoch(train) [19][4800/8541] lr: 2.4943e-04 eta: 13:29:04 time: 0.3219 data_time: 0.0132 memory: 7649 loss: 0.5776 loss_cls: 0.2094 loss_bbox: 0.3681 2022/11/14 10:38:24 - mmengine - INFO - Epoch(train) [19][4850/8541] lr: 2.4942e-04 eta: 13:28:48 time: 0.3306 data_time: 0.0133 memory: 8295 loss: 0.5947 loss_cls: 0.2234 loss_bbox: 0.3713 2022/11/14 10:38:41 - mmengine - INFO - Epoch(train) [19][4900/8541] lr: 2.4941e-04 eta: 13:28:32 time: 0.3269 data_time: 0.0131 memory: 7648 loss: 0.5845 loss_cls: 0.2125 loss_bbox: 0.3720 2022/11/14 10:38:57 - mmengine - INFO - Epoch(train) [19][4950/8541] lr: 2.4939e-04 eta: 13:28:16 time: 0.3293 data_time: 0.0128 memory: 7384 loss: 0.5691 loss_cls: 0.2068 loss_bbox: 0.3623 2022/11/14 10:39:14 - mmengine - INFO - Epoch(train) [19][5000/8541] lr: 2.4938e-04 eta: 13:28:00 time: 0.3315 data_time: 0.0129 memory: 7448 loss: 0.5711 loss_cls: 0.1983 loss_bbox: 0.3728 2022/11/14 10:39:30 - mmengine - INFO - Epoch(train) [19][5050/8541] lr: 2.4937e-04 eta: 13:27:44 time: 0.3248 data_time: 0.0127 memory: 7415 loss: 0.5783 loss_cls: 0.2053 loss_bbox: 0.3730 2022/11/14 10:39:46 - mmengine - INFO - Epoch(train) [19][5100/8541] lr: 2.4936e-04 eta: 13:27:27 time: 0.3227 data_time: 0.0131 memory: 7230 loss: 0.6128 loss_cls: 0.2346 loss_bbox: 0.3782 2022/11/14 10:40:03 - mmengine - INFO - Epoch(train) [19][5150/8541] lr: 2.4934e-04 eta: 13:27:11 time: 0.3301 data_time: 0.0138 memory: 7579 loss: 0.5768 loss_cls: 0.2063 loss_bbox: 0.3705 2022/11/14 10:40:19 - mmengine - INFO - Epoch(train) [19][5200/8541] lr: 2.4933e-04 eta: 13:26:55 time: 0.3270 data_time: 0.0136 memory: 8315 loss: 0.5972 loss_cls: 0.2192 loss_bbox: 0.3780 2022/11/14 10:40:35 - mmengine - INFO - Epoch(train) [19][5250/8541] lr: 2.4932e-04 eta: 13:26:38 time: 0.3237 data_time: 0.0128 memory: 7227 loss: 0.6050 loss_cls: 0.2272 loss_bbox: 0.3779 2022/11/14 10:40:39 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 10:40:51 - mmengine - INFO - Epoch(train) [19][5300/8541] lr: 2.4930e-04 eta: 13:26:22 time: 0.3225 data_time: 0.0128 memory: 8215 loss: 0.5935 loss_cls: 0.2217 loss_bbox: 0.3718 2022/11/14 10:41:08 - mmengine - INFO - Epoch(train) [19][5350/8541] lr: 2.4929e-04 eta: 13:26:06 time: 0.3353 data_time: 0.0132 memory: 8690 loss: 0.6036 loss_cls: 0.2253 loss_bbox: 0.3782 2022/11/14 10:41:24 - mmengine - INFO - Epoch(train) [19][5400/8541] lr: 2.4928e-04 eta: 13:25:49 time: 0.3178 data_time: 0.0130 memory: 7031 loss: 0.5645 loss_cls: 0.2019 loss_bbox: 0.3626 2022/11/14 10:41:40 - mmengine - INFO - Epoch(train) [19][5450/8541] lr: 2.4926e-04 eta: 13:25:33 time: 0.3201 data_time: 0.0135 memory: 6961 loss: 0.5748 loss_cls: 0.2078 loss_bbox: 0.3670 2022/11/14 10:41:57 - mmengine - INFO - Epoch(train) [19][5500/8541] lr: 2.4925e-04 eta: 13:25:17 time: 0.3333 data_time: 0.0135 memory: 9033 loss: 0.5676 loss_cls: 0.1952 loss_bbox: 0.3723 2022/11/14 10:42:14 - mmengine - INFO - Epoch(train) [19][5550/8541] lr: 2.4924e-04 eta: 13:25:01 time: 0.3347 data_time: 0.0130 memory: 8194 loss: 0.5806 loss_cls: 0.2022 loss_bbox: 0.3784 2022/11/14 10:42:30 - mmengine - INFO - Epoch(train) [19][5600/8541] lr: 2.4922e-04 eta: 13:24:45 time: 0.3233 data_time: 0.0127 memory: 7306 loss: 0.5906 loss_cls: 0.2246 loss_bbox: 0.3661 2022/11/14 10:42:46 - mmengine - INFO - Epoch(train) [19][5650/8541] lr: 2.4921e-04 eta: 13:24:28 time: 0.3222 data_time: 0.0135 memory: 7198 loss: 0.5765 loss_cls: 0.2099 loss_bbox: 0.3667 2022/11/14 10:43:02 - mmengine - INFO - Epoch(train) [19][5700/8541] lr: 2.4920e-04 eta: 13:24:12 time: 0.3282 data_time: 0.0129 memory: 8163 loss: 0.6355 loss_cls: 0.2525 loss_bbox: 0.3830 2022/11/14 10:43:19 - mmengine - INFO - Epoch(train) [19][5750/8541] lr: 2.4918e-04 eta: 13:23:56 time: 0.3326 data_time: 0.0129 memory: 9570 loss: 0.5995 loss_cls: 0.2234 loss_bbox: 0.3762 2022/11/14 10:43:36 - mmengine - INFO - Epoch(train) [19][5800/8541] lr: 2.4917e-04 eta: 13:23:40 time: 0.3281 data_time: 0.0130 memory: 8089 loss: 0.5900 loss_cls: 0.2162 loss_bbox: 0.3738 2022/11/14 10:43:52 - mmengine - INFO - Epoch(train) [19][5850/8541] lr: 2.4915e-04 eta: 13:23:24 time: 0.3310 data_time: 0.0128 memory: 8875 loss: 0.6347 loss_cls: 0.2475 loss_bbox: 0.3872 2022/11/14 10:44:08 - mmengine - INFO - Epoch(train) [19][5900/8541] lr: 2.4914e-04 eta: 13:23:07 time: 0.3252 data_time: 0.0126 memory: 7161 loss: 0.6033 loss_cls: 0.2278 loss_bbox: 0.3755 2022/11/14 10:44:25 - mmengine - INFO - Epoch(train) [19][5950/8541] lr: 2.4912e-04 eta: 13:22:51 time: 0.3208 data_time: 0.0130 memory: 7383 loss: 0.6109 loss_cls: 0.2308 loss_bbox: 0.3801 2022/11/14 10:44:41 - mmengine - INFO - Epoch(train) [19][6000/8541] lr: 2.4911e-04 eta: 13:22:34 time: 0.3263 data_time: 0.0134 memory: 7411 loss: 0.5891 loss_cls: 0.2135 loss_bbox: 0.3756 2022/11/14 10:44:57 - mmengine - INFO - Epoch(train) [19][6050/8541] lr: 2.4909e-04 eta: 13:22:18 time: 0.3238 data_time: 0.0134 memory: 8935 loss: 0.5706 loss_cls: 0.2100 loss_bbox: 0.3605 2022/11/14 10:45:14 - mmengine - INFO - Epoch(train) [19][6100/8541] lr: 2.4908e-04 eta: 13:22:02 time: 0.3396 data_time: 0.0129 memory: 10541 loss: 0.5562 loss_cls: 0.2020 loss_bbox: 0.3542 2022/11/14 10:45:31 - mmengine - INFO - Epoch(train) [19][6150/8541] lr: 2.4906e-04 eta: 13:21:46 time: 0.3306 data_time: 0.0129 memory: 8142 loss: 0.6201 loss_cls: 0.2421 loss_bbox: 0.3780 2022/11/14 10:45:47 - mmengine - INFO - Epoch(train) [19][6200/8541] lr: 2.4905e-04 eta: 13:21:30 time: 0.3303 data_time: 0.0128 memory: 8221 loss: 0.5819 loss_cls: 0.2101 loss_bbox: 0.3718 2022/11/14 10:46:04 - mmengine - INFO - Epoch(train) [19][6250/8541] lr: 2.4903e-04 eta: 13:21:14 time: 0.3296 data_time: 0.0135 memory: 8199 loss: 0.5949 loss_cls: 0.2107 loss_bbox: 0.3842 2022/11/14 10:46:08 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 10:46:20 - mmengine - INFO - Epoch(train) [19][6300/8541] lr: 2.4902e-04 eta: 13:20:58 time: 0.3220 data_time: 0.0128 memory: 6918 loss: 0.5756 loss_cls: 0.2068 loss_bbox: 0.3689 2022/11/14 10:46:37 - mmengine - INFO - Epoch(train) [19][6350/8541] lr: 2.4900e-04 eta: 13:20:42 time: 0.3318 data_time: 0.0126 memory: 8301 loss: 0.5695 loss_cls: 0.2018 loss_bbox: 0.3677 2022/11/14 10:46:53 - mmengine - INFO - Epoch(train) [19][6400/8541] lr: 2.4899e-04 eta: 13:20:25 time: 0.3201 data_time: 0.0127 memory: 6841 loss: 0.5784 loss_cls: 0.2141 loss_bbox: 0.3643 2022/11/14 10:47:09 - mmengine - INFO - Epoch(train) [19][6450/8541] lr: 2.4897e-04 eta: 13:20:09 time: 0.3245 data_time: 0.0127 memory: 7053 loss: 0.5779 loss_cls: 0.2142 loss_bbox: 0.3636 2022/11/14 10:47:26 - mmengine - INFO - Epoch(train) [19][6500/8541] lr: 2.4895e-04 eta: 13:19:53 time: 0.3343 data_time: 0.0128 memory: 8280 loss: 0.5584 loss_cls: 0.2027 loss_bbox: 0.3556 2022/11/14 10:47:42 - mmengine - INFO - Epoch(train) [19][6550/8541] lr: 2.4894e-04 eta: 13:19:37 time: 0.3296 data_time: 0.0129 memory: 7550 loss: 0.5962 loss_cls: 0.2191 loss_bbox: 0.3771 2022/11/14 10:47:58 - mmengine - INFO - Epoch(train) [19][6600/8541] lr: 2.4892e-04 eta: 13:19:20 time: 0.3178 data_time: 0.0134 memory: 6950 loss: 0.5993 loss_cls: 0.2232 loss_bbox: 0.3761 2022/11/14 10:48:14 - mmengine - INFO - Epoch(train) [19][6650/8541] lr: 2.4891e-04 eta: 13:19:04 time: 0.3236 data_time: 0.0126 memory: 7135 loss: 0.5836 loss_cls: 0.2144 loss_bbox: 0.3692 2022/11/14 10:48:30 - mmengine - INFO - Epoch(train) [19][6700/8541] lr: 2.4889e-04 eta: 13:18:47 time: 0.3206 data_time: 0.0126 memory: 7189 loss: 0.5893 loss_cls: 0.2102 loss_bbox: 0.3791 2022/11/14 10:48:47 - mmengine - INFO - Epoch(train) [19][6750/8541] lr: 2.4887e-04 eta: 13:18:31 time: 0.3260 data_time: 0.0126 memory: 7475 loss: 0.5836 loss_cls: 0.2083 loss_bbox: 0.3753 2022/11/14 10:49:03 - mmengine - INFO - Epoch(train) [19][6800/8541] lr: 2.4886e-04 eta: 13:18:14 time: 0.3203 data_time: 0.0134 memory: 6829 loss: 0.5604 loss_cls: 0.1992 loss_bbox: 0.3611 2022/11/14 10:49:19 - mmengine - INFO - Epoch(train) [19][6850/8541] lr: 2.4884e-04 eta: 13:17:58 time: 0.3297 data_time: 0.0128 memory: 7607 loss: 0.5840 loss_cls: 0.2101 loss_bbox: 0.3739 2022/11/14 10:49:35 - mmengine - INFO - Epoch(train) [19][6900/8541] lr: 2.4882e-04 eta: 13:17:42 time: 0.3231 data_time: 0.0125 memory: 6907 loss: 0.5751 loss_cls: 0.2043 loss_bbox: 0.3709 2022/11/14 10:49:52 - mmengine - INFO - Epoch(train) [19][6950/8541] lr: 2.4880e-04 eta: 13:17:25 time: 0.3265 data_time: 0.0126 memory: 7157 loss: 0.5667 loss_cls: 0.2067 loss_bbox: 0.3601 2022/11/14 10:50:08 - mmengine - INFO - Epoch(train) [19][7000/8541] lr: 2.4879e-04 eta: 13:17:09 time: 0.3250 data_time: 0.0129 memory: 8145 loss: 0.5892 loss_cls: 0.2095 loss_bbox: 0.3797 2022/11/14 10:50:25 - mmengine - INFO - Epoch(train) [19][7050/8541] lr: 2.4877e-04 eta: 13:16:53 time: 0.3323 data_time: 0.0125 memory: 7068 loss: 0.5579 loss_cls: 0.1899 loss_bbox: 0.3680 2022/11/14 10:50:41 - mmengine - INFO - Epoch(train) [19][7100/8541] lr: 2.4875e-04 eta: 13:16:36 time: 0.3212 data_time: 0.0131 memory: 7210 loss: 0.5763 loss_cls: 0.2079 loss_bbox: 0.3685 2022/11/14 10:50:57 - mmengine - INFO - Epoch(train) [19][7150/8541] lr: 2.4874e-04 eta: 13:16:20 time: 0.3258 data_time: 0.0125 memory: 7217 loss: 0.5916 loss_cls: 0.2129 loss_bbox: 0.3788 2022/11/14 10:51:13 - mmengine - INFO - Epoch(train) [19][7200/8541] lr: 2.4872e-04 eta: 13:16:04 time: 0.3212 data_time: 0.0130 memory: 7187 loss: 0.5892 loss_cls: 0.2148 loss_bbox: 0.3744 2022/11/14 10:51:29 - mmengine - INFO - Epoch(train) [19][7250/8541] lr: 2.4870e-04 eta: 13:15:47 time: 0.3162 data_time: 0.0124 memory: 6930 loss: 0.5774 loss_cls: 0.2024 loss_bbox: 0.3750 2022/11/14 10:51:33 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 10:51:46 - mmengine - INFO - Epoch(train) [19][7300/8541] lr: 2.4868e-04 eta: 13:15:31 time: 0.3274 data_time: 0.0126 memory: 7347 loss: 0.5881 loss_cls: 0.2056 loss_bbox: 0.3824 2022/11/14 10:52:02 - mmengine - INFO - Epoch(train) [19][7350/8541] lr: 2.4866e-04 eta: 13:15:14 time: 0.3256 data_time: 0.0129 memory: 7237 loss: 0.5811 loss_cls: 0.2032 loss_bbox: 0.3779 2022/11/14 10:52:18 - mmengine - INFO - Epoch(train) [19][7400/8541] lr: 2.4865e-04 eta: 13:14:58 time: 0.3238 data_time: 0.0133 memory: 7824 loss: 0.5562 loss_cls: 0.1979 loss_bbox: 0.3583 2022/11/14 10:52:34 - mmengine - INFO - Epoch(train) [19][7450/8541] lr: 2.4863e-04 eta: 13:14:42 time: 0.3234 data_time: 0.0125 memory: 8002 loss: 0.5693 loss_cls: 0.1973 loss_bbox: 0.3720 2022/11/14 10:52:51 - mmengine - INFO - Epoch(train) [19][7500/8541] lr: 2.4861e-04 eta: 13:14:26 time: 0.3356 data_time: 0.0125 memory: 7637 loss: 0.5667 loss_cls: 0.1914 loss_bbox: 0.3753 2022/11/14 10:53:07 - mmengine - INFO - Epoch(train) [19][7550/8541] lr: 2.4859e-04 eta: 13:14:09 time: 0.3244 data_time: 0.0129 memory: 8125 loss: 0.5814 loss_cls: 0.2137 loss_bbox: 0.3677 2022/11/14 10:53:24 - mmengine - INFO - Epoch(train) [19][7600/8541] lr: 2.4857e-04 eta: 13:13:53 time: 0.3277 data_time: 0.0129 memory: 7681 loss: 0.5547 loss_cls: 0.1891 loss_bbox: 0.3656 2022/11/14 10:53:40 - mmengine - INFO - Epoch(train) [19][7650/8541] lr: 2.4855e-04 eta: 13:13:37 time: 0.3246 data_time: 0.0128 memory: 6894 loss: 0.5618 loss_cls: 0.1964 loss_bbox: 0.3654 2022/11/14 10:53:56 - mmengine - INFO - Epoch(train) [19][7700/8541] lr: 2.4853e-04 eta: 13:13:21 time: 0.3274 data_time: 0.0132 memory: 7351 loss: 0.5616 loss_cls: 0.1960 loss_bbox: 0.3656 2022/11/14 10:54:13 - mmengine - INFO - Epoch(train) [19][7750/8541] lr: 2.4851e-04 eta: 13:13:04 time: 0.3262 data_time: 0.0130 memory: 7982 loss: 0.5924 loss_cls: 0.2138 loss_bbox: 0.3785 2022/11/14 10:54:29 - mmengine - INFO - Epoch(train) [19][7800/8541] lr: 2.4850e-04 eta: 13:12:48 time: 0.3285 data_time: 0.0133 memory: 7929 loss: 0.5654 loss_cls: 0.1957 loss_bbox: 0.3697 2022/11/14 10:54:46 - mmengine - INFO - Epoch(train) [19][7850/8541] lr: 2.4848e-04 eta: 13:12:32 time: 0.3258 data_time: 0.0127 memory: 7407 loss: 0.5873 loss_cls: 0.2045 loss_bbox: 0.3828 2022/11/14 10:55:02 - mmengine - INFO - Epoch(train) [19][7900/8541] lr: 2.4846e-04 eta: 13:12:16 time: 0.3339 data_time: 0.0131 memory: 8492 loss: 0.5801 loss_cls: 0.2072 loss_bbox: 0.3729 2022/11/14 10:55:19 - mmengine - INFO - Epoch(train) [19][7950/8541] lr: 2.4844e-04 eta: 13:11:59 time: 0.3245 data_time: 0.0134 memory: 7180 loss: 0.5691 loss_cls: 0.1985 loss_bbox: 0.3706 2022/11/14 10:55:35 - mmengine - INFO - Epoch(train) [19][8000/8541] lr: 2.4842e-04 eta: 13:11:43 time: 0.3274 data_time: 0.0131 memory: 7738 loss: 0.5385 loss_cls: 0.1798 loss_bbox: 0.3587 2022/11/14 10:55:51 - mmengine - INFO - Epoch(train) [19][8050/8541] lr: 2.4840e-04 eta: 13:11:27 time: 0.3268 data_time: 0.0134 memory: 7874 loss: 0.5806 loss_cls: 0.2095 loss_bbox: 0.3712 2022/11/14 10:56:08 - mmengine - INFO - Epoch(train) [19][8100/8541] lr: 2.4838e-04 eta: 13:11:11 time: 0.3323 data_time: 0.0136 memory: 7586 loss: 0.5789 loss_cls: 0.2004 loss_bbox: 0.3785 2022/11/14 10:56:25 - mmengine - INFO - Epoch(train) [19][8150/8541] lr: 2.4836e-04 eta: 13:10:55 time: 0.3346 data_time: 0.0139 memory: 7763 loss: 0.5350 loss_cls: 0.1850 loss_bbox: 0.3500 2022/11/14 10:56:41 - mmengine - INFO - Epoch(train) [19][8200/8541] lr: 2.4834e-04 eta: 13:10:39 time: 0.3298 data_time: 0.0133 memory: 7369 loss: 0.5912 loss_cls: 0.2099 loss_bbox: 0.3812 2022/11/14 10:56:59 - mmengine - INFO - Epoch(train) [19][8250/8541] lr: 2.4832e-04 eta: 13:10:24 time: 0.3483 data_time: 0.0136 memory: 7483 loss: 0.6663 loss_cls: 0.2840 loss_bbox: 0.3823 2022/11/14 10:57:03 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 10:57:15 - mmengine - INFO - Epoch(train) [19][8300/8541] lr: 2.4830e-04 eta: 13:10:08 time: 0.3324 data_time: 0.0138 memory: 8529 loss: 0.6205 loss_cls: 0.2418 loss_bbox: 0.3786 2022/11/14 10:57:32 - mmengine - INFO - Epoch(train) [19][8350/8541] lr: 2.4828e-04 eta: 13:09:51 time: 0.3307 data_time: 0.0132 memory: 7157 loss: 0.5863 loss_cls: 0.2071 loss_bbox: 0.3792 2022/11/14 10:57:48 - mmengine - INFO - Epoch(train) [19][8400/8541] lr: 2.4826e-04 eta: 13:09:35 time: 0.3263 data_time: 0.0135 memory: 7256 loss: 0.5748 loss_cls: 0.2150 loss_bbox: 0.3598 2022/11/14 10:58:05 - mmengine - INFO - Epoch(train) [19][8450/8541] lr: 2.4823e-04 eta: 13:09:19 time: 0.3277 data_time: 0.0136 memory: 8383 loss: 0.5892 loss_cls: 0.2168 loss_bbox: 0.3724 2022/11/14 10:58:21 - mmengine - INFO - Epoch(train) [19][8500/8541] lr: 2.4821e-04 eta: 13:09:03 time: 0.3257 data_time: 0.0139 memory: 7778 loss: 0.5922 loss_cls: 0.2223 loss_bbox: 0.3698 2022/11/14 10:58:34 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 10:58:51 - mmengine - INFO - Epoch(train) [20][50/8541] lr: 2.4818e-04 eta: 13:08:34 time: 0.3432 data_time: 0.0281 memory: 7498 loss: 0.5822 loss_cls: 0.2079 loss_bbox: 0.3743 2022/11/14 10:59:08 - mmengine - INFO - Epoch(train) [20][100/8541] lr: 2.4815e-04 eta: 13:08:18 time: 0.3359 data_time: 0.0136 memory: 7810 loss: 0.5516 loss_cls: 0.1919 loss_bbox: 0.3598 2022/11/14 10:59:25 - mmengine - INFO - Epoch(train) [20][150/8541] lr: 2.4813e-04 eta: 13:08:01 time: 0.3246 data_time: 0.0136 memory: 7643 loss: 0.5898 loss_cls: 0.2152 loss_bbox: 0.3746 2022/11/14 10:59:41 - mmengine - INFO - Epoch(train) [20][200/8541] lr: 2.4811e-04 eta: 13:07:45 time: 0.3239 data_time: 0.0135 memory: 7972 loss: 0.5600 loss_cls: 0.1994 loss_bbox: 0.3606 2022/11/14 10:59:58 - mmengine - INFO - Epoch(train) [20][250/8541] lr: 2.4809e-04 eta: 13:07:29 time: 0.3360 data_time: 0.0139 memory: 8137 loss: 0.5643 loss_cls: 0.1968 loss_bbox: 0.3675 2022/11/14 11:00:14 - mmengine - INFO - Epoch(train) [20][300/8541] lr: 2.4807e-04 eta: 13:07:13 time: 0.3292 data_time: 0.0135 memory: 6933 loss: 0.5426 loss_cls: 0.1869 loss_bbox: 0.3557 2022/11/14 11:00:31 - mmengine - INFO - Epoch(train) [20][350/8541] lr: 2.4805e-04 eta: 13:06:57 time: 0.3310 data_time: 0.0137 memory: 8193 loss: 0.6015 loss_cls: 0.2283 loss_bbox: 0.3731 2022/11/14 11:00:47 - mmengine - INFO - Epoch(train) [20][400/8541] lr: 2.4802e-04 eta: 13:06:41 time: 0.3279 data_time: 0.0139 memory: 7684 loss: 0.5972 loss_cls: 0.2197 loss_bbox: 0.3775 2022/11/14 11:01:04 - mmengine - INFO - Epoch(train) [20][450/8541] lr: 2.4800e-04 eta: 13:06:24 time: 0.3274 data_time: 0.0139 memory: 7266 loss: 0.5938 loss_cls: 0.2098 loss_bbox: 0.3841 2022/11/14 11:01:20 - mmengine - INFO - Epoch(train) [20][500/8541] lr: 2.4798e-04 eta: 13:06:08 time: 0.3242 data_time: 0.0141 memory: 7121 loss: 0.5697 loss_cls: 0.2059 loss_bbox: 0.3638 2022/11/14 11:01:36 - mmengine - INFO - Epoch(train) [20][550/8541] lr: 2.4796e-04 eta: 13:05:52 time: 0.3235 data_time: 0.0141 memory: 7847 loss: 0.5832 loss_cls: 0.2140 loss_bbox: 0.3691 2022/11/14 11:01:53 - mmengine - INFO - Epoch(train) [20][600/8541] lr: 2.4793e-04 eta: 13:05:36 time: 0.3382 data_time: 0.0143 memory: 9044 loss: 0.6050 loss_cls: 0.2148 loss_bbox: 0.3902 2022/11/14 11:02:10 - mmengine - INFO - Epoch(train) [20][650/8541] lr: 2.4791e-04 eta: 13:05:20 time: 0.3384 data_time: 0.0133 memory: 8099 loss: 0.5506 loss_cls: 0.1799 loss_bbox: 0.3706 2022/11/14 11:02:26 - mmengine - INFO - Epoch(train) [20][700/8541] lr: 2.4789e-04 eta: 13:05:04 time: 0.3269 data_time: 0.0136 memory: 7737 loss: 0.5901 loss_cls: 0.2063 loss_bbox: 0.3838 2022/11/14 11:02:33 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 11:02:43 - mmengine - INFO - Epoch(train) [20][750/8541] lr: 2.4787e-04 eta: 13:04:47 time: 0.3233 data_time: 0.0138 memory: 8339 loss: 0.5787 loss_cls: 0.2079 loss_bbox: 0.3708 2022/11/14 11:02:59 - mmengine - INFO - Epoch(train) [20][800/8541] lr: 2.4784e-04 eta: 13:04:31 time: 0.3238 data_time: 0.0140 memory: 7092 loss: 0.5481 loss_cls: 0.1934 loss_bbox: 0.3548 2022/11/14 11:03:15 - mmengine - INFO - Epoch(train) [20][850/8541] lr: 2.4782e-04 eta: 13:04:15 time: 0.3271 data_time: 0.0140 memory: 8402 loss: 0.5921 loss_cls: 0.2164 loss_bbox: 0.3756 2022/11/14 11:03:31 - mmengine - INFO - Epoch(train) [20][900/8541] lr: 2.4780e-04 eta: 13:03:58 time: 0.3243 data_time: 0.0138 memory: 7355 loss: 0.5475 loss_cls: 0.1920 loss_bbox: 0.3555 2022/11/14 11:03:48 - mmengine - INFO - Epoch(train) [20][950/8541] lr: 2.4777e-04 eta: 13:03:42 time: 0.3239 data_time: 0.0132 memory: 7213 loss: 0.5459 loss_cls: 0.1874 loss_bbox: 0.3585 2022/11/14 11:04:04 - mmengine - INFO - Epoch(train) [20][1000/8541] lr: 2.4775e-04 eta: 13:03:26 time: 0.3245 data_time: 0.0138 memory: 8482 loss: 0.5662 loss_cls: 0.1986 loss_bbox: 0.3676 2022/11/14 11:04:21 - mmengine - INFO - Epoch(train) [20][1050/8541] lr: 2.4773e-04 eta: 13:03:10 time: 0.3329 data_time: 0.0131 memory: 7642 loss: 0.5593 loss_cls: 0.1993 loss_bbox: 0.3601 2022/11/14 11:04:37 - mmengine - INFO - Epoch(train) [20][1100/8541] lr: 2.4770e-04 eta: 13:02:54 time: 0.3307 data_time: 0.0134 memory: 7326 loss: 0.5828 loss_cls: 0.2052 loss_bbox: 0.3776 2022/11/14 11:04:54 - mmengine - INFO - Epoch(train) [20][1150/8541] lr: 2.4768e-04 eta: 13:02:38 time: 0.3321 data_time: 0.0133 memory: 8190 loss: 0.5839 loss_cls: 0.2111 loss_bbox: 0.3727 2022/11/14 11:05:10 - mmengine - INFO - Epoch(train) [20][1200/8541] lr: 2.4766e-04 eta: 13:02:21 time: 0.3285 data_time: 0.0132 memory: 7559 loss: 0.5561 loss_cls: 0.1947 loss_bbox: 0.3613 2022/11/14 11:05:26 - mmengine - INFO - Epoch(train) [20][1250/8541] lr: 2.4763e-04 eta: 13:02:05 time: 0.3208 data_time: 0.0132 memory: 6763 loss: 0.5671 loss_cls: 0.1933 loss_bbox: 0.3738 2022/11/14 11:05:43 - mmengine - INFO - Epoch(train) [20][1300/8541] lr: 2.4761e-04 eta: 13:01:49 time: 0.3274 data_time: 0.0136 memory: 7684 loss: 0.5598 loss_cls: 0.1909 loss_bbox: 0.3689 2022/11/14 11:05:59 - mmengine - INFO - Epoch(train) [20][1350/8541] lr: 2.4758e-04 eta: 13:01:32 time: 0.3285 data_time: 0.0133 memory: 7117 loss: 0.5616 loss_cls: 0.1935 loss_bbox: 0.3680 2022/11/14 11:06:15 - mmengine - INFO - Epoch(train) [20][1400/8541] lr: 2.4756e-04 eta: 13:01:16 time: 0.3227 data_time: 0.0132 memory: 6885 loss: 0.5679 loss_cls: 0.2100 loss_bbox: 0.3579 2022/11/14 11:06:32 - mmengine - INFO - Epoch(train) [20][1450/8541] lr: 2.4753e-04 eta: 13:01:00 time: 0.3308 data_time: 0.0131 memory: 7312 loss: 0.5497 loss_cls: 0.1932 loss_bbox: 0.3565 2022/11/14 11:06:49 - mmengine - INFO - Epoch(train) [20][1500/8541] lr: 2.4751e-04 eta: 13:00:44 time: 0.3301 data_time: 0.0132 memory: 8029 loss: 0.5530 loss_cls: 0.1932 loss_bbox: 0.3598 2022/11/14 11:07:05 - mmengine - INFO - Epoch(train) [20][1550/8541] lr: 2.4748e-04 eta: 13:00:27 time: 0.3261 data_time: 0.0137 memory: 6893 loss: 0.5708 loss_cls: 0.2017 loss_bbox: 0.3691 2022/11/14 11:07:22 - mmengine - INFO - Epoch(train) [20][1600/8541] lr: 2.4746e-04 eta: 13:00:12 time: 0.3347 data_time: 0.0131 memory: 7721 loss: 0.5693 loss_cls: 0.1933 loss_bbox: 0.3761 2022/11/14 11:07:38 - mmengine - INFO - Epoch(train) [20][1650/8541] lr: 2.4743e-04 eta: 12:59:55 time: 0.3262 data_time: 0.0130 memory: 7560 loss: 0.5778 loss_cls: 0.2029 loss_bbox: 0.3749 2022/11/14 11:07:54 - mmengine - INFO - Epoch(train) [20][1700/8541] lr: 2.4741e-04 eta: 12:59:39 time: 0.3291 data_time: 0.0137 memory: 7843 loss: 0.5876 loss_cls: 0.2071 loss_bbox: 0.3806 2022/11/14 11:08:01 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 11:08:11 - mmengine - INFO - Epoch(train) [20][1750/8541] lr: 2.4738e-04 eta: 12:59:23 time: 0.3228 data_time: 0.0131 memory: 7494 loss: 0.5842 loss_cls: 0.2138 loss_bbox: 0.3704 2022/11/14 11:08:27 - mmengine - INFO - Epoch(train) [20][1800/8541] lr: 2.4736e-04 eta: 12:59:06 time: 0.3267 data_time: 0.0130 memory: 7494 loss: 0.6005 loss_cls: 0.2361 loss_bbox: 0.3645 2022/11/14 11:08:43 - mmengine - INFO - Epoch(train) [20][1850/8541] lr: 2.4733e-04 eta: 12:58:50 time: 0.3257 data_time: 0.0127 memory: 8527 loss: 0.5779 loss_cls: 0.2073 loss_bbox: 0.3707 2022/11/14 11:09:00 - mmengine - INFO - Epoch(train) [20][1900/8541] lr: 2.4731e-04 eta: 12:58:34 time: 0.3270 data_time: 0.0134 memory: 7603 loss: 0.5730 loss_cls: 0.2054 loss_bbox: 0.3676 2022/11/14 11:09:16 - mmengine - INFO - Epoch(train) [20][1950/8541] lr: 2.4728e-04 eta: 12:58:18 time: 0.3261 data_time: 0.0131 memory: 8193 loss: 0.5718 loss_cls: 0.2036 loss_bbox: 0.3682 2022/11/14 11:09:32 - mmengine - INFO - Epoch(train) [20][2000/8541] lr: 2.4726e-04 eta: 12:58:01 time: 0.3271 data_time: 0.0132 memory: 7287 loss: 0.5613 loss_cls: 0.1912 loss_bbox: 0.3702 2022/11/14 11:09:49 - mmengine - INFO - Epoch(train) [20][2050/8541] lr: 2.4723e-04 eta: 12:57:45 time: 0.3211 data_time: 0.0137 memory: 7376 loss: 0.5798 loss_cls: 0.2089 loss_bbox: 0.3709 2022/11/14 11:10:05 - mmengine - INFO - Epoch(train) [20][2100/8541] lr: 2.4720e-04 eta: 12:57:29 time: 0.3296 data_time: 0.0131 memory: 7128 loss: 0.6101 loss_cls: 0.2274 loss_bbox: 0.3827 2022/11/14 11:10:21 - mmengine - INFO - Epoch(train) [20][2150/8541] lr: 2.4718e-04 eta: 12:57:12 time: 0.3248 data_time: 0.0130 memory: 8657 loss: 0.5891 loss_cls: 0.2243 loss_bbox: 0.3648 2022/11/14 11:10:38 - mmengine - INFO - Epoch(train) [20][2200/8541] lr: 2.4715e-04 eta: 12:56:56 time: 0.3276 data_time: 0.0130 memory: 7251 loss: 0.5688 loss_cls: 0.1977 loss_bbox: 0.3711 2022/11/14 11:10:55 - mmengine - INFO - Epoch(train) [20][2250/8541] lr: 2.4713e-04 eta: 12:56:40 time: 0.3362 data_time: 0.0131 memory: 8724 loss: 0.6554 loss_cls: 0.2521 loss_bbox: 0.4032 2022/11/14 11:11:11 - mmengine - INFO - Epoch(train) [20][2300/8541] lr: 2.4710e-04 eta: 12:56:24 time: 0.3300 data_time: 0.0134 memory: 7475 loss: 0.8728 loss_cls: 0.3698 loss_bbox: 0.5030 2022/11/14 11:11:27 - mmengine - INFO - Epoch(train) [20][2350/8541] lr: 2.4707e-04 eta: 12:56:08 time: 0.3254 data_time: 0.0131 memory: 6877 loss: 0.7786 loss_cls: 0.3306 loss_bbox: 0.4480 2022/11/14 11:11:44 - mmengine - INFO - Epoch(train) [20][2400/8541] lr: 2.4704e-04 eta: 12:55:51 time: 0.3257 data_time: 0.0133 memory: 7582 loss: 0.7283 loss_cls: 0.2942 loss_bbox: 0.4341 2022/11/14 11:12:01 - mmengine - INFO - Epoch(train) [20][2450/8541] lr: 2.4702e-04 eta: 12:55:36 time: 0.3399 data_time: 0.0132 memory: 8184 loss: 0.6621 loss_cls: 0.2486 loss_bbox: 0.4134 2022/11/14 11:12:17 - mmengine - INFO - Epoch(train) [20][2500/8541] lr: 2.4699e-04 eta: 12:55:19 time: 0.3279 data_time: 0.0131 memory: 7244 loss: 0.6654 loss_cls: 0.2518 loss_bbox: 0.4136 2022/11/14 11:12:34 - mmengine - INFO - Epoch(train) [20][2550/8541] lr: 2.4696e-04 eta: 12:55:03 time: 0.3329 data_time: 0.0136 memory: 7157 loss: 0.6727 loss_cls: 0.2655 loss_bbox: 0.4072 2022/11/14 11:12:50 - mmengine - INFO - Epoch(train) [20][2600/8541] lr: 2.4694e-04 eta: 12:54:47 time: 0.3286 data_time: 0.0135 memory: 7546 loss: 0.6563 loss_cls: 0.2463 loss_bbox: 0.4100 2022/11/14 11:13:07 - mmengine - INFO - Epoch(train) [20][2650/8541] lr: 2.4691e-04 eta: 12:54:31 time: 0.3358 data_time: 0.0132 memory: 9017 loss: 0.6682 loss_cls: 0.2555 loss_bbox: 0.4127 2022/11/14 11:13:24 - mmengine - INFO - Epoch(train) [20][2700/8541] lr: 2.4688e-04 eta: 12:54:15 time: 0.3283 data_time: 0.0134 memory: 7099 loss: 0.6389 loss_cls: 0.2434 loss_bbox: 0.3955 2022/11/14 11:13:31 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 11:13:40 - mmengine - INFO - Epoch(train) [20][2750/8541] lr: 2.4685e-04 eta: 12:53:59 time: 0.3215 data_time: 0.0132 memory: 7516 loss: 0.6195 loss_cls: 0.2327 loss_bbox: 0.3868 2022/11/14 11:13:57 - mmengine - INFO - Epoch(train) [20][2800/8541] lr: 2.4683e-04 eta: 12:53:43 time: 0.3364 data_time: 0.0131 memory: 8141 loss: 0.6059 loss_cls: 0.2184 loss_bbox: 0.3875 2022/11/14 11:14:13 - mmengine - INFO - Epoch(train) [20][2850/8541] lr: 2.4680e-04 eta: 12:53:27 time: 0.3262 data_time: 0.0135 memory: 7010 loss: 0.6100 loss_cls: 0.2202 loss_bbox: 0.3898 2022/11/14 11:14:29 - mmengine - INFO - Epoch(train) [20][2900/8541] lr: 2.4677e-04 eta: 12:53:10 time: 0.3267 data_time: 0.0134 memory: 7576 loss: 0.5965 loss_cls: 0.2208 loss_bbox: 0.3757 2022/11/14 11:14:46 - mmengine - INFO - Epoch(train) [20][2950/8541] lr: 2.4674e-04 eta: 12:52:54 time: 0.3323 data_time: 0.0134 memory: 8861 loss: 0.6098 loss_cls: 0.2191 loss_bbox: 0.3907 2022/11/14 11:15:02 - mmengine - INFO - Epoch(train) [20][3000/8541] lr: 2.4671e-04 eta: 12:52:38 time: 0.3276 data_time: 0.0135 memory: 7655 loss: 0.6299 loss_cls: 0.2285 loss_bbox: 0.4015 2022/11/14 11:15:19 - mmengine - INFO - Epoch(train) [20][3050/8541] lr: 2.4669e-04 eta: 12:52:22 time: 0.3271 data_time: 0.0133 memory: 7496 loss: 0.6169 loss_cls: 0.2271 loss_bbox: 0.3898 2022/11/14 11:15:35 - mmengine - INFO - Epoch(train) [20][3100/8541] lr: 2.4666e-04 eta: 12:52:06 time: 0.3275 data_time: 0.0131 memory: 6985 loss: 0.6106 loss_cls: 0.2262 loss_bbox: 0.3844 2022/11/14 11:15:52 - mmengine - INFO - Epoch(train) [20][3150/8541] lr: 2.4663e-04 eta: 12:51:49 time: 0.3302 data_time: 0.0129 memory: 7980 loss: 0.5760 loss_cls: 0.2060 loss_bbox: 0.3701 2022/11/14 11:16:08 - mmengine - INFO - Epoch(train) [20][3200/8541] lr: 2.4660e-04 eta: 12:51:33 time: 0.3274 data_time: 0.0130 memory: 6932 loss: 0.6064 loss_cls: 0.2187 loss_bbox: 0.3877 2022/11/14 11:16:25 - mmengine - INFO - Epoch(train) [20][3250/8541] lr: 2.4657e-04 eta: 12:51:17 time: 0.3274 data_time: 0.0129 memory: 7460 loss: 0.6044 loss_cls: 0.2186 loss_bbox: 0.3858 2022/11/14 11:16:41 - mmengine - INFO - Epoch(train) [20][3300/8541] lr: 2.4654e-04 eta: 12:51:00 time: 0.3221 data_time: 0.0128 memory: 7557 loss: 0.6060 loss_cls: 0.2290 loss_bbox: 0.3771 2022/11/14 11:16:57 - mmengine - INFO - Epoch(train) [20][3350/8541] lr: 2.4651e-04 eta: 12:50:44 time: 0.3247 data_time: 0.0133 memory: 7223 loss: 0.5771 loss_cls: 0.2083 loss_bbox: 0.3688 2022/11/14 11:17:14 - mmengine - INFO - Epoch(train) [20][3400/8541] lr: 2.4648e-04 eta: 12:50:28 time: 0.3305 data_time: 0.0129 memory: 8310 loss: 0.5651 loss_cls: 0.1995 loss_bbox: 0.3656 2022/11/14 11:17:30 - mmengine - INFO - Epoch(train) [20][3450/8541] lr: 2.4645e-04 eta: 12:50:12 time: 0.3289 data_time: 0.0133 memory: 6825 loss: 0.6003 loss_cls: 0.2199 loss_bbox: 0.3803 2022/11/14 11:17:47 - mmengine - INFO - Epoch(train) [20][3500/8541] lr: 2.4642e-04 eta: 12:49:56 time: 0.3306 data_time: 0.0131 memory: 7533 loss: 0.5715 loss_cls: 0.2033 loss_bbox: 0.3682 2022/11/14 11:18:03 - mmengine - INFO - Epoch(train) [20][3550/8541] lr: 2.4639e-04 eta: 12:49:39 time: 0.3189 data_time: 0.0138 memory: 6950 loss: 0.5749 loss_cls: 0.1991 loss_bbox: 0.3758 2022/11/14 11:18:19 - mmengine - INFO - Epoch(train) [20][3600/8541] lr: 2.4636e-04 eta: 12:49:23 time: 0.3239 data_time: 0.0135 memory: 7953 loss: 0.6036 loss_cls: 0.2191 loss_bbox: 0.3845 2022/11/14 11:18:36 - mmengine - INFO - Epoch(train) [20][3650/8541] lr: 2.4633e-04 eta: 12:49:07 time: 0.3310 data_time: 0.0132 memory: 7226 loss: 0.5768 loss_cls: 0.2065 loss_bbox: 0.3703 2022/11/14 11:18:52 - mmengine - INFO - Epoch(train) [20][3700/8541] lr: 2.4630e-04 eta: 12:48:50 time: 0.3245 data_time: 0.0133 memory: 7393 loss: 0.5815 loss_cls: 0.2075 loss_bbox: 0.3740 2022/11/14 11:18:59 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 11:19:08 - mmengine - INFO - Epoch(train) [20][3750/8541] lr: 2.4627e-04 eta: 12:48:34 time: 0.3227 data_time: 0.0133 memory: 7130 loss: 0.5844 loss_cls: 0.2160 loss_bbox: 0.3684 2022/11/14 11:19:25 - mmengine - INFO - Epoch(train) [20][3800/8541] lr: 2.4624e-04 eta: 12:48:18 time: 0.3359 data_time: 0.0132 memory: 7490 loss: 0.5875 loss_cls: 0.2087 loss_bbox: 0.3789 2022/11/14 11:19:41 - mmengine - INFO - Epoch(train) [20][3850/8541] lr: 2.4621e-04 eta: 12:48:02 time: 0.3235 data_time: 0.0128 memory: 7292 loss: 0.5813 loss_cls: 0.2092 loss_bbox: 0.3721 2022/11/14 11:19:57 - mmengine - INFO - Epoch(train) [20][3900/8541] lr: 2.4618e-04 eta: 12:47:45 time: 0.3213 data_time: 0.0131 memory: 7572 loss: 0.5958 loss_cls: 0.2203 loss_bbox: 0.3755 2022/11/14 11:20:13 - mmengine - INFO - Epoch(train) [20][3950/8541] lr: 2.4615e-04 eta: 12:47:29 time: 0.3240 data_time: 0.0133 memory: 7473 loss: 0.5719 loss_cls: 0.2020 loss_bbox: 0.3699 2022/11/14 11:20:30 - mmengine - INFO - Epoch(train) [20][4000/8541] lr: 2.4612e-04 eta: 12:47:12 time: 0.3281 data_time: 0.0133 memory: 8263 loss: 0.5987 loss_cls: 0.2219 loss_bbox: 0.3768 2022/11/14 11:20:46 - mmengine - INFO - Epoch(train) [20][4050/8541] lr: 2.4609e-04 eta: 12:46:56 time: 0.3174 data_time: 0.0130 memory: 6814 loss: 0.5639 loss_cls: 0.1985 loss_bbox: 0.3654 2022/11/14 11:21:02 - mmengine - INFO - Epoch(train) [20][4100/8541] lr: 2.4606e-04 eta: 12:46:40 time: 0.3268 data_time: 0.0129 memory: 7234 loss: 0.5686 loss_cls: 0.1929 loss_bbox: 0.3757 2022/11/14 11:21:18 - mmengine - INFO - Epoch(train) [20][4150/8541] lr: 2.4603e-04 eta: 12:46:23 time: 0.3252 data_time: 0.0132 memory: 7668 loss: 0.5502 loss_cls: 0.1931 loss_bbox: 0.3571 2022/11/14 11:21:35 - mmengine - INFO - Epoch(train) [20][4200/8541] lr: 2.4600e-04 eta: 12:46:07 time: 0.3404 data_time: 0.0131 memory: 8813 loss: 0.5737 loss_cls: 0.1994 loss_bbox: 0.3743 2022/11/14 11:21:52 - mmengine - INFO - Epoch(train) [20][4250/8541] lr: 2.4597e-04 eta: 12:45:51 time: 0.3274 data_time: 0.0127 memory: 7630 loss: 0.5568 loss_cls: 0.1924 loss_bbox: 0.3643 2022/11/14 11:22:08 - mmengine - INFO - Epoch(train) [20][4300/8541] lr: 2.4594e-04 eta: 12:45:35 time: 0.3255 data_time: 0.0129 memory: 7125 loss: 0.5898 loss_cls: 0.2124 loss_bbox: 0.3774 2022/11/14 11:22:25 - mmengine - INFO - Epoch(train) [20][4350/8541] lr: 2.4590e-04 eta: 12:45:19 time: 0.3305 data_time: 0.0130 memory: 7396 loss: 0.5535 loss_cls: 0.1890 loss_bbox: 0.3645 2022/11/14 11:22:41 - mmengine - INFO - Epoch(train) [20][4400/8541] lr: 2.4587e-04 eta: 12:45:02 time: 0.3216 data_time: 0.0129 memory: 6963 loss: 0.5627 loss_cls: 0.2032 loss_bbox: 0.3595 2022/11/14 11:22:57 - mmengine - INFO - Epoch(train) [20][4450/8541] lr: 2.4584e-04 eta: 12:44:46 time: 0.3226 data_time: 0.0133 memory: 7289 loss: 0.5758 loss_cls: 0.2076 loss_bbox: 0.3682 2022/11/14 11:23:14 - mmengine - INFO - Epoch(train) [20][4500/8541] lr: 2.4581e-04 eta: 12:44:30 time: 0.3289 data_time: 0.0132 memory: 8325 loss: 0.5582 loss_cls: 0.1974 loss_bbox: 0.3608 2022/11/14 11:23:30 - mmengine - INFO - Epoch(train) [20][4550/8541] lr: 2.4578e-04 eta: 12:44:14 time: 0.3353 data_time: 0.0134 memory: 8145 loss: 0.5354 loss_cls: 0.1835 loss_bbox: 0.3519 2022/11/14 11:23:47 - mmengine - INFO - Epoch(train) [20][4600/8541] lr: 2.4574e-04 eta: 12:43:58 time: 0.3378 data_time: 0.0135 memory: 7533 loss: 0.5431 loss_cls: 0.1824 loss_bbox: 0.3607 2022/11/14 11:24:04 - mmengine - INFO - Epoch(train) [20][4650/8541] lr: 2.4571e-04 eta: 12:43:42 time: 0.3278 data_time: 0.0138 memory: 7279 loss: 0.5674 loss_cls: 0.2023 loss_bbox: 0.3651 2022/11/14 11:24:20 - mmengine - INFO - Epoch(train) [20][4700/8541] lr: 2.4568e-04 eta: 12:43:25 time: 0.3216 data_time: 0.0136 memory: 6888 loss: 0.5712 loss_cls: 0.2036 loss_bbox: 0.3675 2022/11/14 11:24:27 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 11:24:36 - mmengine - INFO - Epoch(train) [20][4750/8541] lr: 2.4565e-04 eta: 12:43:09 time: 0.3312 data_time: 0.0135 memory: 7329 loss: 0.5515 loss_cls: 0.1929 loss_bbox: 0.3586 2022/11/14 11:24:53 - mmengine - INFO - Epoch(train) [20][4800/8541] lr: 2.4562e-04 eta: 12:42:53 time: 0.3300 data_time: 0.0137 memory: 7226 loss: 0.5943 loss_cls: 0.2333 loss_bbox: 0.3611 2022/11/14 11:25:09 - mmengine - INFO - Epoch(train) [20][4850/8541] lr: 2.4558e-04 eta: 12:42:37 time: 0.3282 data_time: 0.0136 memory: 7315 loss: 0.7232 loss_cls: 0.3380 loss_bbox: 0.3852 2022/11/14 11:25:26 - mmengine - INFO - Epoch(train) [20][4900/8541] lr: 2.4555e-04 eta: 12:42:21 time: 0.3363 data_time: 0.0136 memory: 7302 loss: 0.6754 loss_cls: 0.2864 loss_bbox: 0.3891 2022/11/14 11:25:43 - mmengine - INFO - Epoch(train) [20][4950/8541] lr: 2.4552e-04 eta: 12:42:05 time: 0.3308 data_time: 0.0137 memory: 7542 loss: 0.6435 loss_cls: 0.2556 loss_bbox: 0.3878 2022/11/14 11:25:59 - mmengine - INFO - Epoch(train) [20][5000/8541] lr: 2.4548e-04 eta: 12:41:49 time: 0.3320 data_time: 0.0131 memory: 8279 loss: 0.6061 loss_cls: 0.2246 loss_bbox: 0.3816 2022/11/14 11:26:16 - mmengine - INFO - Epoch(train) [20][5050/8541] lr: 2.4545e-04 eta: 12:41:32 time: 0.3253 data_time: 0.0129 memory: 7627 loss: 0.5846 loss_cls: 0.2226 loss_bbox: 0.3620 2022/11/14 11:26:32 - mmengine - INFO - Epoch(train) [20][5100/8541] lr: 2.4542e-04 eta: 12:41:16 time: 0.3322 data_time: 0.0136 memory: 7579 loss: 0.6138 loss_cls: 0.2203 loss_bbox: 0.3935 2022/11/14 11:26:49 - mmengine - INFO - Epoch(train) [20][5150/8541] lr: 2.4538e-04 eta: 12:41:00 time: 0.3262 data_time: 0.0133 memory: 7428 loss: 0.5745 loss_cls: 0.2091 loss_bbox: 0.3654 2022/11/14 11:27:05 - mmengine - INFO - Epoch(train) [20][5200/8541] lr: 2.4535e-04 eta: 12:40:44 time: 0.3276 data_time: 0.0141 memory: 7616 loss: 0.5740 loss_cls: 0.2137 loss_bbox: 0.3602 2022/11/14 11:27:21 - mmengine - INFO - Epoch(train) [20][5250/8541] lr: 2.4532e-04 eta: 12:40:27 time: 0.3205 data_time: 0.0137 memory: 7402 loss: 0.5920 loss_cls: 0.2218 loss_bbox: 0.3702 2022/11/14 11:27:38 - mmengine - INFO - Epoch(train) [20][5300/8541] lr: 2.4528e-04 eta: 12:40:11 time: 0.3306 data_time: 0.0134 memory: 7587 loss: 0.5949 loss_cls: 0.2249 loss_bbox: 0.3700 2022/11/14 11:27:54 - mmengine - INFO - Epoch(train) [20][5350/8541] lr: 2.4525e-04 eta: 12:39:55 time: 0.3296 data_time: 0.0131 memory: 7361 loss: 0.5545 loss_cls: 0.1938 loss_bbox: 0.3607 2022/11/14 11:28:11 - mmengine - INFO - Epoch(train) [20][5400/8541] lr: 2.4521e-04 eta: 12:39:39 time: 0.3316 data_time: 0.0133 memory: 7523 loss: 0.5829 loss_cls: 0.2117 loss_bbox: 0.3712 2022/11/14 11:28:27 - mmengine - INFO - Epoch(train) [20][5450/8541] lr: 2.4518e-04 eta: 12:39:23 time: 0.3268 data_time: 0.0132 memory: 6806 loss: 0.5574 loss_cls: 0.2045 loss_bbox: 0.3529 2022/11/14 11:28:44 - mmengine - INFO - Epoch(train) [20][5500/8541] lr: 2.4515e-04 eta: 12:39:07 time: 0.3348 data_time: 0.0132 memory: 8649 loss: 0.5653 loss_cls: 0.2005 loss_bbox: 0.3649 2022/11/14 11:29:00 - mmengine - INFO - Epoch(train) [20][5550/8541] lr: 2.4511e-04 eta: 12:38:50 time: 0.3227 data_time: 0.0127 memory: 7856 loss: 0.5557 loss_cls: 0.1984 loss_bbox: 0.3573 2022/11/14 11:29:16 - mmengine - INFO - Epoch(train) [20][5600/8541] lr: 2.4508e-04 eta: 12:38:34 time: 0.3224 data_time: 0.0133 memory: 7216 loss: 0.5799 loss_cls: 0.2029 loss_bbox: 0.3770 2022/11/14 11:29:33 - mmengine - INFO - Epoch(train) [20][5650/8541] lr: 2.4504e-04 eta: 12:38:18 time: 0.3328 data_time: 0.0134 memory: 8070 loss: 0.5489 loss_cls: 0.1960 loss_bbox: 0.3529 2022/11/14 11:29:50 - mmengine - INFO - Epoch(train) [20][5700/8541] lr: 2.4501e-04 eta: 12:38:02 time: 0.3345 data_time: 0.0129 memory: 7519 loss: 0.5874 loss_cls: 0.2078 loss_bbox: 0.3796 2022/11/14 11:29:57 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 11:30:06 - mmengine - INFO - Epoch(train) [20][5750/8541] lr: 2.4497e-04 eta: 12:37:46 time: 0.3276 data_time: 0.0136 memory: 7488 loss: 0.5608 loss_cls: 0.1985 loss_bbox: 0.3624 2022/11/14 11:30:23 - mmengine - INFO - Epoch(train) [20][5800/8541] lr: 2.4494e-04 eta: 12:37:30 time: 0.3285 data_time: 0.0131 memory: 8012 loss: 0.5684 loss_cls: 0.2043 loss_bbox: 0.3641 2022/11/14 11:30:39 - mmengine - INFO - Epoch(train) [20][5850/8541] lr: 2.4490e-04 eta: 12:37:13 time: 0.3317 data_time: 0.0129 memory: 7776 loss: 0.5798 loss_cls: 0.2041 loss_bbox: 0.3757 2022/11/14 11:30:56 - mmengine - INFO - Epoch(train) [20][5900/8541] lr: 2.4487e-04 eta: 12:36:57 time: 0.3215 data_time: 0.0134 memory: 7196 loss: 0.5797 loss_cls: 0.2136 loss_bbox: 0.3661 2022/11/14 11:31:12 - mmengine - INFO - Epoch(train) [20][5950/8541] lr: 2.4483e-04 eta: 12:36:41 time: 0.3262 data_time: 0.0133 memory: 7789 loss: 0.5543 loss_cls: 0.1928 loss_bbox: 0.3615 2022/11/14 11:31:29 - mmengine - INFO - Epoch(train) [20][6000/8541] lr: 2.4480e-04 eta: 12:36:25 time: 0.3406 data_time: 0.0132 memory: 8752 loss: 0.5669 loss_cls: 0.1987 loss_bbox: 0.3682 2022/11/14 11:31:45 - mmengine - INFO - Epoch(train) [20][6050/8541] lr: 2.4476e-04 eta: 12:36:09 time: 0.3289 data_time: 0.0134 memory: 6944 loss: 0.5658 loss_cls: 0.1960 loss_bbox: 0.3698 2022/11/14 11:32:03 - mmengine - INFO - Epoch(train) [20][6100/8541] lr: 2.4473e-04 eta: 12:35:53 time: 0.3433 data_time: 0.0132 memory: 10340 loss: 0.5587 loss_cls: 0.1968 loss_bbox: 0.3619 2022/11/14 11:32:19 - mmengine - INFO - Epoch(train) [20][6150/8541] lr: 2.4469e-04 eta: 12:35:37 time: 0.3195 data_time: 0.0138 memory: 6763 loss: 0.5959 loss_cls: 0.2186 loss_bbox: 0.3773 2022/11/14 11:32:35 - mmengine - INFO - Epoch(train) [20][6200/8541] lr: 2.4465e-04 eta: 12:35:20 time: 0.3285 data_time: 0.0135 memory: 7233 loss: 0.5974 loss_cls: 0.2277 loss_bbox: 0.3697 2022/11/14 11:32:52 - mmengine - INFO - Epoch(train) [20][6250/8541] lr: 2.4462e-04 eta: 12:35:04 time: 0.3280 data_time: 0.0133 memory: 6956 loss: 0.5925 loss_cls: 0.2175 loss_bbox: 0.3749 2022/11/14 11:33:08 - mmengine - INFO - Epoch(train) [20][6300/8541] lr: 2.4458e-04 eta: 12:34:48 time: 0.3333 data_time: 0.0136 memory: 7697 loss: 0.5747 loss_cls: 0.2109 loss_bbox: 0.3638 2022/11/14 11:33:25 - mmengine - INFO - Epoch(train) [20][6350/8541] lr: 2.4455e-04 eta: 12:34:32 time: 0.3258 data_time: 0.0130 memory: 7166 loss: 0.6440 loss_cls: 0.2623 loss_bbox: 0.3817 2022/11/14 11:33:41 - mmengine - INFO - Epoch(train) [20][6400/8541] lr: 2.4451e-04 eta: 12:34:16 time: 0.3272 data_time: 0.0135 memory: 7224 loss: 0.5930 loss_cls: 0.2190 loss_bbox: 0.3740 2022/11/14 11:33:58 - mmengine - INFO - Epoch(train) [20][6450/8541] lr: 2.4447e-04 eta: 12:34:00 time: 0.3327 data_time: 0.0133 memory: 8761 loss: 0.5629 loss_cls: 0.1978 loss_bbox: 0.3651 2022/11/14 11:34:14 - mmengine - INFO - Epoch(train) [20][6500/8541] lr: 2.4444e-04 eta: 12:33:43 time: 0.3286 data_time: 0.0132 memory: 7814 loss: 0.5868 loss_cls: 0.2162 loss_bbox: 0.3705 2022/11/14 11:34:31 - mmengine - INFO - Epoch(train) [20][6550/8541] lr: 2.4440e-04 eta: 12:33:27 time: 0.3263 data_time: 0.0131 memory: 7964 loss: 0.5655 loss_cls: 0.2015 loss_bbox: 0.3640 2022/11/14 11:34:47 - mmengine - INFO - Epoch(train) [20][6600/8541] lr: 2.4436e-04 eta: 12:33:11 time: 0.3292 data_time: 0.0136 memory: 7260 loss: 0.5571 loss_cls: 0.1976 loss_bbox: 0.3595 2022/11/14 11:35:04 - mmengine - INFO - Epoch(train) [20][6650/8541] lr: 2.4432e-04 eta: 12:32:55 time: 0.3324 data_time: 0.0133 memory: 7375 loss: 0.5618 loss_cls: 0.1982 loss_bbox: 0.3636 2022/11/14 11:35:20 - mmengine - INFO - Epoch(train) [20][6700/8541] lr: 2.4429e-04 eta: 12:32:39 time: 0.3250 data_time: 0.0129 memory: 7066 loss: 0.5620 loss_cls: 0.1987 loss_bbox: 0.3633 2022/11/14 11:35:27 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 11:35:36 - mmengine - INFO - Epoch(train) [20][6750/8541] lr: 2.4425e-04 eta: 12:32:22 time: 0.3260 data_time: 0.0129 memory: 7435 loss: 0.5652 loss_cls: 0.2009 loss_bbox: 0.3644 2022/11/14 11:35:53 - mmengine - INFO - Epoch(train) [20][6800/8541] lr: 2.4421e-04 eta: 12:32:06 time: 0.3265 data_time: 0.0130 memory: 6949 loss: 0.5804 loss_cls: 0.2071 loss_bbox: 0.3733 2022/11/14 11:36:09 - mmengine - INFO - Epoch(train) [20][6850/8541] lr: 2.4418e-04 eta: 12:31:50 time: 0.3226 data_time: 0.0127 memory: 6807 loss: 0.5889 loss_cls: 0.2092 loss_bbox: 0.3797 2022/11/14 11:36:25 - mmengine - INFO - Epoch(train) [20][6900/8541] lr: 2.4414e-04 eta: 12:31:33 time: 0.3284 data_time: 0.0129 memory: 7386 loss: 0.5677 loss_cls: 0.2003 loss_bbox: 0.3674 2022/11/14 11:36:42 - mmengine - INFO - Epoch(train) [20][6950/8541] lr: 2.4410e-04 eta: 12:31:17 time: 0.3384 data_time: 0.0131 memory: 8001 loss: 0.5883 loss_cls: 0.2053 loss_bbox: 0.3830 2022/11/14 11:36:59 - mmengine - INFO - Epoch(train) [20][7000/8541] lr: 2.4406e-04 eta: 12:31:02 time: 0.3337 data_time: 0.0131 memory: 7675 loss: 0.5639 loss_cls: 0.1976 loss_bbox: 0.3663 2022/11/14 11:37:16 - mmengine - INFO - Epoch(train) [20][7050/8541] lr: 2.4402e-04 eta: 12:30:45 time: 0.3304 data_time: 0.0131 memory: 7389 loss: 0.5491 loss_cls: 0.1907 loss_bbox: 0.3583 2022/11/14 11:37:32 - mmengine - INFO - Epoch(train) [20][7100/8541] lr: 2.4399e-04 eta: 12:30:29 time: 0.3311 data_time: 0.0130 memory: 7823 loss: 0.5633 loss_cls: 0.1931 loss_bbox: 0.3702 2022/11/14 11:37:49 - mmengine - INFO - Epoch(train) [20][7150/8541] lr: 2.4395e-04 eta: 12:30:13 time: 0.3299 data_time: 0.0133 memory: 8139 loss: 0.5766 loss_cls: 0.2075 loss_bbox: 0.3691 2022/11/14 11:38:05 - mmengine - INFO - Epoch(train) [20][7200/8541] lr: 2.4391e-04 eta: 12:29:57 time: 0.3354 data_time: 0.0134 memory: 8318 loss: 0.5520 loss_cls: 0.1909 loss_bbox: 0.3611 2022/11/14 11:38:22 - mmengine - INFO - Epoch(train) [20][7250/8541] lr: 2.4387e-04 eta: 12:29:41 time: 0.3288 data_time: 0.0131 memory: 7779 loss: 0.5583 loss_cls: 0.1922 loss_bbox: 0.3661 2022/11/14 11:38:39 - mmengine - INFO - Epoch(train) [20][7300/8541] lr: 2.4383e-04 eta: 12:29:25 time: 0.3299 data_time: 0.0131 memory: 8564 loss: 0.5479 loss_cls: 0.1864 loss_bbox: 0.3614 2022/11/14 11:38:55 - mmengine - INFO - Epoch(train) [20][7350/8541] lr: 2.4379e-04 eta: 12:29:09 time: 0.3347 data_time: 0.0130 memory: 7805 loss: 0.5895 loss_cls: 0.2031 loss_bbox: 0.3864 2022/11/14 11:39:12 - mmengine - INFO - Epoch(train) [20][7400/8541] lr: 2.4376e-04 eta: 12:28:53 time: 0.3274 data_time: 0.0135 memory: 7074 loss: 0.5622 loss_cls: 0.1979 loss_bbox: 0.3643 2022/11/14 11:39:28 - mmengine - INFO - Epoch(train) [20][7450/8541] lr: 2.4372e-04 eta: 12:28:36 time: 0.3291 data_time: 0.0134 memory: 7641 loss: 0.5641 loss_cls: 0.1917 loss_bbox: 0.3724 2022/11/14 11:39:45 - mmengine - INFO - Epoch(train) [20][7500/8541] lr: 2.4368e-04 eta: 12:28:20 time: 0.3295 data_time: 0.0133 memory: 7516 loss: 0.5650 loss_cls: 0.1975 loss_bbox: 0.3675 2022/11/14 11:40:01 - mmengine - INFO - Epoch(train) [20][7550/8541] lr: 2.4364e-04 eta: 12:28:04 time: 0.3317 data_time: 0.0130 memory: 8333 loss: 0.5589 loss_cls: 0.1941 loss_bbox: 0.3647 2022/11/14 11:40:18 - mmengine - INFO - Epoch(train) [20][7600/8541] lr: 2.4360e-04 eta: 12:27:48 time: 0.3368 data_time: 0.0138 memory: 7531 loss: 0.6003 loss_cls: 0.2132 loss_bbox: 0.3871 2022/11/14 11:40:35 - mmengine - INFO - Epoch(train) [20][7650/8541] lr: 2.4356e-04 eta: 12:27:32 time: 0.3289 data_time: 0.0130 memory: 7109 loss: 0.5519 loss_cls: 0.1900 loss_bbox: 0.3619 2022/11/14 11:40:51 - mmengine - INFO - Epoch(train) [20][7700/8541] lr: 2.4352e-04 eta: 12:27:16 time: 0.3273 data_time: 0.0131 memory: 7818 loss: 0.6019 loss_cls: 0.2164 loss_bbox: 0.3855 2022/11/14 11:40:58 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 11:41:08 - mmengine - INFO - Epoch(train) [20][7750/8541] lr: 2.4348e-04 eta: 12:27:00 time: 0.3317 data_time: 0.0131 memory: 8342 loss: 0.5821 loss_cls: 0.2045 loss_bbox: 0.3776 2022/11/14 11:41:24 - mmengine - INFO - Epoch(train) [20][7800/8541] lr: 2.4344e-04 eta: 12:26:43 time: 0.3226 data_time: 0.0133 memory: 6974 loss: 0.5984 loss_cls: 0.2212 loss_bbox: 0.3773 2022/11/14 11:41:40 - mmengine - INFO - Epoch(train) [20][7850/8541] lr: 2.4340e-04 eta: 12:26:27 time: 0.3277 data_time: 0.0135 memory: 7668 loss: 0.5917 loss_cls: 0.2166 loss_bbox: 0.3751 2022/11/14 11:41:57 - mmengine - INFO - Epoch(train) [20][7900/8541] lr: 2.4336e-04 eta: 12:26:11 time: 0.3321 data_time: 0.0133 memory: 8339 loss: 0.5707 loss_cls: 0.2057 loss_bbox: 0.3649 2022/11/14 11:42:13 - mmengine - INFO - Epoch(train) [20][7950/8541] lr: 2.4332e-04 eta: 12:25:55 time: 0.3296 data_time: 0.0136 memory: 7320 loss: 0.5653 loss_cls: 0.2038 loss_bbox: 0.3616 2022/11/14 11:42:30 - mmengine - INFO - Epoch(train) [20][8000/8541] lr: 2.4328e-04 eta: 12:25:39 time: 0.3287 data_time: 0.0134 memory: 7250 loss: 0.5749 loss_cls: 0.2084 loss_bbox: 0.3665 2022/11/14 11:42:46 - mmengine - INFO - Epoch(train) [20][8050/8541] lr: 2.4324e-04 eta: 12:25:22 time: 0.3256 data_time: 0.0129 memory: 7835 loss: 0.6483 loss_cls: 0.2783 loss_bbox: 0.3699 2022/11/14 11:43:03 - mmengine - INFO - Epoch(train) [20][8100/8541] lr: 2.4320e-04 eta: 12:25:06 time: 0.3271 data_time: 0.0131 memory: 7615 loss: 0.5997 loss_cls: 0.2342 loss_bbox: 0.3655 2022/11/14 11:43:19 - mmengine - INFO - Epoch(train) [20][8150/8541] lr: 2.4316e-04 eta: 12:24:50 time: 0.3271 data_time: 0.0137 memory: 7047 loss: 0.5651 loss_cls: 0.2021 loss_bbox: 0.3629 2022/11/14 11:43:35 - mmengine - INFO - Epoch(train) [20][8200/8541] lr: 2.4312e-04 eta: 12:24:34 time: 0.3250 data_time: 0.0136 memory: 6998 loss: 0.5527 loss_cls: 0.1945 loss_bbox: 0.3581 2022/11/14 11:43:52 - mmengine - INFO - Epoch(train) [20][8250/8541] lr: 2.4308e-04 eta: 12:24:17 time: 0.3287 data_time: 0.0133 memory: 7857 loss: 0.6114 loss_cls: 0.2308 loss_bbox: 0.3806 2022/11/14 11:44:09 - mmengine - INFO - Epoch(train) [20][8300/8541] lr: 2.4304e-04 eta: 12:24:01 time: 0.3340 data_time: 0.0137 memory: 8404 loss: 0.5770 loss_cls: 0.2032 loss_bbox: 0.3738 2022/11/14 11:44:25 - mmengine - INFO - Epoch(train) [20][8350/8541] lr: 2.4300e-04 eta: 12:23:45 time: 0.3251 data_time: 0.0132 memory: 7301 loss: 0.5744 loss_cls: 0.2142 loss_bbox: 0.3602 2022/11/14 11:44:42 - mmengine - INFO - Epoch(train) [20][8400/8541] lr: 2.4296e-04 eta: 12:23:29 time: 0.3419 data_time: 0.0138 memory: 7411 loss: 0.5374 loss_cls: 0.1817 loss_bbox: 0.3557 2022/11/14 11:44:59 - mmengine - INFO - Epoch(train) [20][8450/8541] lr: 2.4291e-04 eta: 12:23:13 time: 0.3308 data_time: 0.0135 memory: 8754 loss: 0.5676 loss_cls: 0.2013 loss_bbox: 0.3663 2022/11/14 11:45:15 - mmengine - INFO - Epoch(train) [20][8500/8541] lr: 2.4287e-04 eta: 12:22:57 time: 0.3313 data_time: 0.0139 memory: 8036 loss: 0.5674 loss_cls: 0.1958 loss_bbox: 0.3715 2022/11/14 11:45:28 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 11:45:46 - mmengine - INFO - Epoch(train) [21][50/8541] lr: 2.4280e-04 eta: 12:22:28 time: 0.3545 data_time: 0.0258 memory: 7806 loss: 0.5505 loss_cls: 0.1979 loss_bbox: 0.3525 2022/11/14 11:46:02 - mmengine - INFO - Epoch(train) [21][100/8541] lr: 2.4276e-04 eta: 12:22:12 time: 0.3238 data_time: 0.0135 memory: 8172 loss: 0.5286 loss_cls: 0.1801 loss_bbox: 0.3485 2022/11/14 11:46:19 - mmengine - INFO - Epoch(train) [21][150/8541] lr: 2.4271e-04 eta: 12:21:56 time: 0.3338 data_time: 0.0135 memory: 8236 loss: 0.5666 loss_cls: 0.2007 loss_bbox: 0.3659 2022/11/14 11:46:29 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 11:46:36 - mmengine - INFO - Epoch(train) [21][200/8541] lr: 2.4267e-04 eta: 12:21:40 time: 0.3314 data_time: 0.0135 memory: 7823 loss: 0.5387 loss_cls: 0.1881 loss_bbox: 0.3506 2022/11/14 11:46:52 - mmengine - INFO - Epoch(train) [21][250/8541] lr: 2.4263e-04 eta: 12:21:24 time: 0.3290 data_time: 0.0135 memory: 7620 loss: 0.6065 loss_cls: 0.2238 loss_bbox: 0.3827 2022/11/14 11:47:09 - mmengine - INFO - Epoch(train) [21][300/8541] lr: 2.4259e-04 eta: 12:21:08 time: 0.3297 data_time: 0.0136 memory: 7529 loss: 0.5778 loss_cls: 0.2090 loss_bbox: 0.3688 2022/11/14 11:47:25 - mmengine - INFO - Epoch(train) [21][350/8541] lr: 2.4255e-04 eta: 12:20:51 time: 0.3244 data_time: 0.0133 memory: 7310 loss: 0.5943 loss_cls: 0.2186 loss_bbox: 0.3757 2022/11/14 11:47:42 - mmengine - INFO - Epoch(train) [21][400/8541] lr: 2.4250e-04 eta: 12:20:35 time: 0.3307 data_time: 0.0135 memory: 7560 loss: 0.5770 loss_cls: 0.2042 loss_bbox: 0.3728 2022/11/14 11:47:58 - mmengine - INFO - Epoch(train) [21][450/8541] lr: 2.4246e-04 eta: 12:20:19 time: 0.3296 data_time: 0.0136 memory: 7158 loss: 0.5923 loss_cls: 0.2153 loss_bbox: 0.3770 2022/11/14 11:48:15 - mmengine - INFO - Epoch(train) [21][500/8541] lr: 2.4242e-04 eta: 12:20:03 time: 0.3322 data_time: 0.0132 memory: 8336 loss: 0.5638 loss_cls: 0.1971 loss_bbox: 0.3667 2022/11/14 11:48:31 - mmengine - INFO - Epoch(train) [21][550/8541] lr: 2.4238e-04 eta: 12:19:47 time: 0.3264 data_time: 0.0136 memory: 6775 loss: 0.5674 loss_cls: 0.2036 loss_bbox: 0.3639 2022/11/14 11:48:48 - mmengine - INFO - Epoch(train) [21][600/8541] lr: 2.4233e-04 eta: 12:19:30 time: 0.3269 data_time: 0.0136 memory: 7380 loss: 0.5732 loss_cls: 0.2054 loss_bbox: 0.3678 2022/11/14 11:49:04 - mmengine - INFO - Epoch(train) [21][650/8541] lr: 2.4229e-04 eta: 12:19:14 time: 0.3303 data_time: 0.0135 memory: 7700 loss: 0.5715 loss_cls: 0.2070 loss_bbox: 0.3644 2022/11/14 11:49:21 - mmengine - INFO - Epoch(train) [21][700/8541] lr: 2.4225e-04 eta: 12:18:58 time: 0.3298 data_time: 0.0132 memory: 7687 loss: 0.5836 loss_cls: 0.2146 loss_bbox: 0.3690 2022/11/14 11:49:37 - mmengine - INFO - Epoch(train) [21][750/8541] lr: 2.4220e-04 eta: 12:18:42 time: 0.3288 data_time: 0.0136 memory: 7865 loss: 0.5768 loss_cls: 0.2077 loss_bbox: 0.3691 2022/11/14 11:49:54 - mmengine - INFO - Epoch(train) [21][800/8541] lr: 2.4216e-04 eta: 12:18:26 time: 0.3293 data_time: 0.0135 memory: 7199 loss: 0.5627 loss_cls: 0.1951 loss_bbox: 0.3677 2022/11/14 11:50:10 - mmengine - INFO - Epoch(train) [21][850/8541] lr: 2.4212e-04 eta: 12:18:09 time: 0.3251 data_time: 0.0132 memory: 6862 loss: 0.6006 loss_cls: 0.2308 loss_bbox: 0.3698 2022/11/14 11:50:26 - mmengine - INFO - Epoch(train) [21][900/8541] lr: 2.4207e-04 eta: 12:17:53 time: 0.3286 data_time: 0.0135 memory: 7181 loss: 0.5743 loss_cls: 0.2057 loss_bbox: 0.3686 2022/11/14 11:50:43 - mmengine - INFO - Epoch(train) [21][950/8541] lr: 2.4203e-04 eta: 12:17:37 time: 0.3274 data_time: 0.0135 memory: 7686 loss: 0.5643 loss_cls: 0.1976 loss_bbox: 0.3667 2022/11/14 11:50:59 - mmengine - INFO - Epoch(train) [21][1000/8541] lr: 2.4199e-04 eta: 12:17:21 time: 0.3269 data_time: 0.0132 memory: 7576 loss: 0.5824 loss_cls: 0.2059 loss_bbox: 0.3766 2022/11/14 11:51:16 - mmengine - INFO - Epoch(train) [21][1050/8541] lr: 2.4194e-04 eta: 12:17:04 time: 0.3259 data_time: 0.0134 memory: 7805 loss: 0.5829 loss_cls: 0.2176 loss_bbox: 0.3653 2022/11/14 11:51:32 - mmengine - INFO - Epoch(train) [21][1100/8541] lr: 2.4190e-04 eta: 12:16:48 time: 0.3364 data_time: 0.0139 memory: 9017 loss: 0.5647 loss_cls: 0.2012 loss_bbox: 0.3636 2022/11/14 11:51:49 - mmengine - INFO - Epoch(train) [21][1150/8541] lr: 2.4185e-04 eta: 12:16:32 time: 0.3279 data_time: 0.0133 memory: 7156 loss: 0.5623 loss_cls: 0.1987 loss_bbox: 0.3637 2022/11/14 11:51:59 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 11:52:05 - mmengine - INFO - Epoch(train) [21][1200/8541] lr: 2.4181e-04 eta: 12:16:16 time: 0.3276 data_time: 0.0136 memory: 7244 loss: 0.5762 loss_cls: 0.2036 loss_bbox: 0.3726 2022/11/14 11:52:22 - mmengine - INFO - Epoch(train) [21][1250/8541] lr: 2.4177e-04 eta: 12:16:00 time: 0.3275 data_time: 0.0137 memory: 7030 loss: 0.5756 loss_cls: 0.2023 loss_bbox: 0.3733 2022/11/14 11:52:38 - mmengine - INFO - Epoch(train) [21][1300/8541] lr: 2.4172e-04 eta: 12:15:43 time: 0.3250 data_time: 0.0139 memory: 7871 loss: 0.5763 loss_cls: 0.2059 loss_bbox: 0.3703 2022/11/14 11:52:55 - mmengine - INFO - Epoch(train) [21][1350/8541] lr: 2.4168e-04 eta: 12:15:27 time: 0.3317 data_time: 0.0135 memory: 8649 loss: 0.5668 loss_cls: 0.1951 loss_bbox: 0.3717 2022/11/14 11:53:11 - mmengine - INFO - Epoch(train) [21][1400/8541] lr: 2.4163e-04 eta: 12:15:11 time: 0.3273 data_time: 0.0135 memory: 7420 loss: 0.5737 loss_cls: 0.2044 loss_bbox: 0.3693 2022/11/14 11:53:28 - mmengine - INFO - Epoch(train) [21][1450/8541] lr: 2.4159e-04 eta: 12:14:55 time: 0.3347 data_time: 0.0134 memory: 7476 loss: 0.5738 loss_cls: 0.2026 loss_bbox: 0.3712 2022/11/14 11:53:45 - mmengine - INFO - Epoch(train) [21][1500/8541] lr: 2.4154e-04 eta: 12:14:39 time: 0.3365 data_time: 0.0136 memory: 8824 loss: 0.5811 loss_cls: 0.2060 loss_bbox: 0.3750 2022/11/14 11:54:01 - mmengine - INFO - Epoch(train) [21][1550/8541] lr: 2.4150e-04 eta: 12:14:23 time: 0.3236 data_time: 0.0132 memory: 7249 loss: 0.5736 loss_cls: 0.2043 loss_bbox: 0.3694 2022/11/14 11:54:17 - mmengine - INFO - Epoch(train) [21][1600/8541] lr: 2.4145e-04 eta: 12:14:06 time: 0.3301 data_time: 0.0138 memory: 7563 loss: 0.5728 loss_cls: 0.1853 loss_bbox: 0.3875 2022/11/14 11:54:34 - mmengine - INFO - Epoch(train) [21][1650/8541] lr: 2.4141e-04 eta: 12:13:50 time: 0.3314 data_time: 0.0136 memory: 7327 loss: 0.5701 loss_cls: 0.1935 loss_bbox: 0.3766 2022/11/14 11:54:51 - mmengine - INFO - Epoch(train) [21][1700/8541] lr: 2.4136e-04 eta: 12:13:34 time: 0.3288 data_time: 0.0139 memory: 7204 loss: 0.5655 loss_cls: 0.1922 loss_bbox: 0.3733 2022/11/14 11:55:07 - mmengine - INFO - Epoch(train) [21][1750/8541] lr: 2.4132e-04 eta: 12:13:18 time: 0.3302 data_time: 0.0140 memory: 8130 loss: 0.5543 loss_cls: 0.1954 loss_bbox: 0.3589 2022/11/14 11:55:24 - mmengine - INFO - Epoch(train) [21][1800/8541] lr: 2.4127e-04 eta: 12:13:02 time: 0.3341 data_time: 0.0140 memory: 7204 loss: 0.5509 loss_cls: 0.1961 loss_bbox: 0.3548 2022/11/14 11:55:40 - mmengine - INFO - Epoch(train) [21][1850/8541] lr: 2.4122e-04 eta: 12:12:46 time: 0.3331 data_time: 0.0137 memory: 8472 loss: 0.5765 loss_cls: 0.2021 loss_bbox: 0.3744 2022/11/14 11:55:57 - mmengine - INFO - Epoch(train) [21][1900/8541] lr: 2.4118e-04 eta: 12:12:30 time: 0.3275 data_time: 0.0141 memory: 7142 loss: 0.5529 loss_cls: 0.1989 loss_bbox: 0.3540 2022/11/14 11:56:14 - mmengine - INFO - Epoch(train) [21][1950/8541] lr: 2.4113e-04 eta: 12:12:14 time: 0.3359 data_time: 0.0137 memory: 9055 loss: 0.5983 loss_cls: 0.2156 loss_bbox: 0.3827 2022/11/14 11:56:30 - mmengine - INFO - Epoch(train) [21][2000/8541] lr: 2.4109e-04 eta: 12:11:58 time: 0.3286 data_time: 0.0137 memory: 7392 loss: 0.5554 loss_cls: 0.1910 loss_bbox: 0.3644 2022/11/14 11:56:47 - mmengine - INFO - Epoch(train) [21][2050/8541] lr: 2.4104e-04 eta: 12:11:41 time: 0.3296 data_time: 0.0139 memory: 7420 loss: 0.5953 loss_cls: 0.2190 loss_bbox: 0.3762 2022/11/14 11:57:04 - mmengine - INFO - Epoch(train) [21][2100/8541] lr: 2.4099e-04 eta: 12:11:26 time: 0.3371 data_time: 0.0138 memory: 7850 loss: 0.5763 loss_cls: 0.2059 loss_bbox: 0.3704 2022/11/14 11:57:20 - mmengine - INFO - Epoch(train) [21][2150/8541] lr: 2.4095e-04 eta: 12:11:09 time: 0.3280 data_time: 0.0138 memory: 7150 loss: 0.5409 loss_cls: 0.1848 loss_bbox: 0.3561 2022/11/14 11:57:30 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 11:57:37 - mmengine - INFO - Epoch(train) [21][2200/8541] lr: 2.4090e-04 eta: 12:10:53 time: 0.3314 data_time: 0.0138 memory: 7822 loss: 0.5818 loss_cls: 0.2122 loss_bbox: 0.3696 2022/11/14 11:57:53 - mmengine - INFO - Epoch(train) [21][2250/8541] lr: 2.4085e-04 eta: 12:10:37 time: 0.3253 data_time: 0.0134 memory: 6849 loss: 0.5392 loss_cls: 0.1897 loss_bbox: 0.3494 2022/11/14 11:58:10 - mmengine - INFO - Epoch(train) [21][2300/8541] lr: 2.4081e-04 eta: 12:10:21 time: 0.3304 data_time: 0.0138 memory: 7737 loss: 0.5607 loss_cls: 0.1977 loss_bbox: 0.3629 2022/11/14 11:58:26 - mmengine - INFO - Epoch(train) [21][2350/8541] lr: 2.4076e-04 eta: 12:10:05 time: 0.3319 data_time: 0.0134 memory: 7859 loss: 0.5753 loss_cls: 0.2024 loss_bbox: 0.3729 2022/11/14 11:58:43 - mmengine - INFO - Epoch(train) [21][2400/8541] lr: 2.4071e-04 eta: 12:09:48 time: 0.3291 data_time: 0.0134 memory: 7678 loss: 0.5961 loss_cls: 0.2179 loss_bbox: 0.3782 2022/11/14 11:58:59 - mmengine - INFO - Epoch(train) [21][2450/8541] lr: 2.4067e-04 eta: 12:09:32 time: 0.3315 data_time: 0.0135 memory: 7154 loss: 0.5554 loss_cls: 0.1955 loss_bbox: 0.3599 2022/11/14 11:59:16 - mmengine - INFO - Epoch(train) [21][2500/8541] lr: 2.4062e-04 eta: 12:09:16 time: 0.3237 data_time: 0.0133 memory: 8006 loss: 0.5866 loss_cls: 0.2143 loss_bbox: 0.3724 2022/11/14 11:59:32 - mmengine - INFO - Epoch(train) [21][2550/8541] lr: 2.4057e-04 eta: 12:09:00 time: 0.3373 data_time: 0.0136 memory: 7583 loss: 0.5925 loss_cls: 0.2105 loss_bbox: 0.3820 2022/11/14 11:59:49 - mmengine - INFO - Epoch(train) [21][2600/8541] lr: 2.4053e-04 eta: 12:08:44 time: 0.3319 data_time: 0.0134 memory: 8425 loss: 0.5508 loss_cls: 0.1915 loss_bbox: 0.3593 2022/11/14 12:00:06 - mmengine - INFO - Epoch(train) [21][2650/8541] lr: 2.4048e-04 eta: 12:08:28 time: 0.3331 data_time: 0.0136 memory: 7574 loss: 0.5660 loss_cls: 0.2023 loss_bbox: 0.3637 2022/11/14 12:00:22 - mmengine - INFO - Epoch(train) [21][2700/8541] lr: 2.4043e-04 eta: 12:08:11 time: 0.3206 data_time: 0.0137 memory: 7164 loss: 0.5713 loss_cls: 0.2028 loss_bbox: 0.3685 2022/11/14 12:00:39 - mmengine - INFO - Epoch(train) [21][2750/8541] lr: 2.4038e-04 eta: 12:07:56 time: 0.3382 data_time: 0.0137 memory: 7515 loss: 0.5747 loss_cls: 0.2071 loss_bbox: 0.3675 2022/11/14 12:00:56 - mmengine - INFO - Epoch(train) [21][2800/8541] lr: 2.4033e-04 eta: 12:07:40 time: 0.3348 data_time: 0.0134 memory: 8420 loss: 0.5510 loss_cls: 0.1893 loss_bbox: 0.3618 2022/11/14 12:01:12 - mmengine - INFO - Epoch(train) [21][2850/8541] lr: 2.4029e-04 eta: 12:07:23 time: 0.3236 data_time: 0.0135 memory: 7135 loss: 0.5670 loss_cls: 0.2064 loss_bbox: 0.3606 2022/11/14 12:01:28 - mmengine - INFO - Epoch(train) [21][2900/8541] lr: 2.4024e-04 eta: 12:07:07 time: 0.3217 data_time: 0.0134 memory: 6947 loss: 0.5713 loss_cls: 0.2034 loss_bbox: 0.3679 2022/11/14 12:01:45 - mmengine - INFO - Epoch(train) [21][2950/8541] lr: 2.4019e-04 eta: 12:06:51 time: 0.3338 data_time: 0.0136 memory: 7799 loss: 0.5752 loss_cls: 0.2023 loss_bbox: 0.3728 2022/11/14 12:02:01 - mmengine - INFO - Epoch(train) [21][3000/8541] lr: 2.4014e-04 eta: 12:06:34 time: 0.3237 data_time: 0.0136 memory: 6832 loss: 0.5701 loss_cls: 0.2058 loss_bbox: 0.3643 2022/11/14 12:02:18 - mmengine - INFO - Epoch(train) [21][3050/8541] lr: 2.4009e-04 eta: 12:06:18 time: 0.3388 data_time: 0.0136 memory: 8409 loss: 0.5665 loss_cls: 0.1922 loss_bbox: 0.3743 2022/11/14 12:02:35 - mmengine - INFO - Epoch(train) [21][3100/8541] lr: 2.4004e-04 eta: 12:06:02 time: 0.3343 data_time: 0.0137 memory: 7218 loss: 0.5437 loss_cls: 0.1851 loss_bbox: 0.3587 2022/11/14 12:02:51 - mmengine - INFO - Epoch(train) [21][3150/8541] lr: 2.4000e-04 eta: 12:05:47 time: 0.3370 data_time: 0.0136 memory: 7802 loss: 0.5479 loss_cls: 0.1793 loss_bbox: 0.3686 2022/11/14 12:03:01 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 12:03:08 - mmengine - INFO - Epoch(train) [21][3200/8541] lr: 2.3995e-04 eta: 12:05:30 time: 0.3305 data_time: 0.0137 memory: 7660 loss: 0.5941 loss_cls: 0.2087 loss_bbox: 0.3854 2022/11/14 12:03:25 - mmengine - INFO - Epoch(train) [21][3250/8541] lr: 2.3990e-04 eta: 12:05:15 time: 0.3378 data_time: 0.0134 memory: 8020 loss: 0.5730 loss_cls: 0.2027 loss_bbox: 0.3703 2022/11/14 12:03:42 - mmengine - INFO - Epoch(train) [21][3300/8541] lr: 2.3985e-04 eta: 12:04:58 time: 0.3304 data_time: 0.0139 memory: 7253 loss: 0.5417 loss_cls: 0.1867 loss_bbox: 0.3550 2022/11/14 12:03:59 - mmengine - INFO - Epoch(train) [21][3350/8541] lr: 2.3980e-04 eta: 12:04:43 time: 0.3393 data_time: 0.0140 memory: 7180 loss: 0.5525 loss_cls: 0.1853 loss_bbox: 0.3672 2022/11/14 12:04:15 - mmengine - INFO - Epoch(train) [21][3400/8541] lr: 2.3975e-04 eta: 12:04:26 time: 0.3268 data_time: 0.0135 memory: 7311 loss: 0.5636 loss_cls: 0.1968 loss_bbox: 0.3668 2022/11/14 12:04:31 - mmengine - INFO - Epoch(train) [21][3450/8541] lr: 2.3970e-04 eta: 12:04:10 time: 0.3263 data_time: 0.0132 memory: 7402 loss: 0.5629 loss_cls: 0.1918 loss_bbox: 0.3712 2022/11/14 12:04:48 - mmengine - INFO - Epoch(train) [21][3500/8541] lr: 2.3965e-04 eta: 12:03:54 time: 0.3353 data_time: 0.0134 memory: 7750 loss: 0.5658 loss_cls: 0.1889 loss_bbox: 0.3770 2022/11/14 12:05:05 - mmengine - INFO - Epoch(train) [21][3550/8541] lr: 2.3960e-04 eta: 12:03:38 time: 0.3320 data_time: 0.0137 memory: 8086 loss: 0.5783 loss_cls: 0.2053 loss_bbox: 0.3730 2022/11/14 12:05:21 - mmengine - INFO - Epoch(train) [21][3600/8541] lr: 2.3955e-04 eta: 12:03:22 time: 0.3338 data_time: 0.0136 memory: 7363 loss: 0.6021 loss_cls: 0.2226 loss_bbox: 0.3794 2022/11/14 12:05:38 - mmengine - INFO - Epoch(train) [21][3650/8541] lr: 2.3950e-04 eta: 12:03:06 time: 0.3302 data_time: 0.0133 memory: 7658 loss: 0.5706 loss_cls: 0.2014 loss_bbox: 0.3692 2022/11/14 12:05:54 - mmengine - INFO - Epoch(train) [21][3700/8541] lr: 2.3945e-04 eta: 12:02:49 time: 0.3244 data_time: 0.0136 memory: 7396 loss: 0.5773 loss_cls: 0.2106 loss_bbox: 0.3667 2022/11/14 12:06:11 - mmengine - INFO - Epoch(train) [21][3750/8541] lr: 2.3940e-04 eta: 12:02:33 time: 0.3314 data_time: 0.0137 memory: 8260 loss: 0.5841 loss_cls: 0.2087 loss_bbox: 0.3754 2022/11/14 12:06:27 - mmengine - INFO - Epoch(train) [21][3800/8541] lr: 2.3935e-04 eta: 12:02:17 time: 0.3254 data_time: 0.0137 memory: 7050 loss: 0.6123 loss_cls: 0.2359 loss_bbox: 0.3764 2022/11/14 12:06:44 - mmengine - INFO - Epoch(train) [21][3850/8541] lr: 2.3930e-04 eta: 12:02:01 time: 0.3373 data_time: 0.0134 memory: 8195 loss: 0.5850 loss_cls: 0.2156 loss_bbox: 0.3693 2022/11/14 12:07:01 - mmengine - INFO - Epoch(train) [21][3900/8541] lr: 2.3925e-04 eta: 12:01:45 time: 0.3302 data_time: 0.0136 memory: 8164 loss: 0.5598 loss_cls: 0.2018 loss_bbox: 0.3580 2022/11/14 12:07:17 - mmengine - INFO - Epoch(train) [21][3950/8541] lr: 2.3920e-04 eta: 12:01:29 time: 0.3267 data_time: 0.0136 memory: 7096 loss: 0.6387 loss_cls: 0.2561 loss_bbox: 0.3826 2022/11/14 12:07:34 - mmengine - INFO - Epoch(train) [21][4000/8541] lr: 2.3915e-04 eta: 12:01:13 time: 0.3316 data_time: 0.0132 memory: 7313 loss: 0.5993 loss_cls: 0.2243 loss_bbox: 0.3750 2022/11/14 12:07:50 - mmengine - INFO - Epoch(train) [21][4050/8541] lr: 2.3910e-04 eta: 12:00:56 time: 0.3339 data_time: 0.0135 memory: 8155 loss: 0.6288 loss_cls: 0.2350 loss_bbox: 0.3938 2022/11/14 12:08:07 - mmengine - INFO - Epoch(train) [21][4100/8541] lr: 2.3905e-04 eta: 12:00:41 time: 0.3359 data_time: 0.0137 memory: 7642 loss: 0.5601 loss_cls: 0.1988 loss_bbox: 0.3613 2022/11/14 12:08:24 - mmengine - INFO - Epoch(train) [21][4150/8541] lr: 2.3900e-04 eta: 12:00:25 time: 0.3332 data_time: 0.0136 memory: 7645 loss: 0.6624 loss_cls: 0.2788 loss_bbox: 0.3836 2022/11/14 12:08:34 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 12:08:40 - mmengine - INFO - Epoch(train) [21][4200/8541] lr: 2.3895e-04 eta: 12:00:08 time: 0.3272 data_time: 0.0138 memory: 6939 loss: 0.6223 loss_cls: 0.2423 loss_bbox: 0.3800 2022/11/14 12:08:57 - mmengine - INFO - Epoch(train) [21][4250/8541] lr: 2.3890e-04 eta: 11:59:52 time: 0.3393 data_time: 0.0137 memory: 7928 loss: 0.6139 loss_cls: 0.2268 loss_bbox: 0.3871 2022/11/14 12:09:14 - mmengine - INFO - Epoch(train) [21][4300/8541] lr: 2.3884e-04 eta: 11:59:36 time: 0.3325 data_time: 0.0135 memory: 8160 loss: 0.5925 loss_cls: 0.2189 loss_bbox: 0.3736 2022/11/14 12:09:30 - mmengine - INFO - Epoch(train) [21][4350/8541] lr: 2.3879e-04 eta: 11:59:20 time: 0.3187 data_time: 0.0135 memory: 6704 loss: 0.6127 loss_cls: 0.2227 loss_bbox: 0.3899 2022/11/14 12:09:46 - mmengine - INFO - Epoch(train) [21][4400/8541] lr: 2.3874e-04 eta: 11:59:03 time: 0.3233 data_time: 0.0138 memory: 6773 loss: 0.6046 loss_cls: 0.2256 loss_bbox: 0.3789 2022/11/14 12:10:03 - mmengine - INFO - Epoch(train) [21][4450/8541] lr: 2.3869e-04 eta: 11:58:47 time: 0.3276 data_time: 0.0135 memory: 7114 loss: 0.5736 loss_cls: 0.2002 loss_bbox: 0.3734 2022/11/14 12:10:19 - mmengine - INFO - Epoch(train) [21][4500/8541] lr: 2.3864e-04 eta: 11:58:31 time: 0.3280 data_time: 0.0137 memory: 7378 loss: 0.5698 loss_cls: 0.2011 loss_bbox: 0.3687 2022/11/14 12:10:35 - mmengine - INFO - Epoch(train) [21][4550/8541] lr: 2.3859e-04 eta: 11:58:15 time: 0.3274 data_time: 0.0136 memory: 7371 loss: 0.5413 loss_cls: 0.1878 loss_bbox: 0.3535 2022/11/14 12:10:52 - mmengine - INFO - Epoch(train) [21][4600/8541] lr: 2.3853e-04 eta: 11:57:59 time: 0.3331 data_time: 0.0135 memory: 7251 loss: 0.5849 loss_cls: 0.2203 loss_bbox: 0.3646 2022/11/14 12:11:09 - mmengine - INFO - Epoch(train) [21][4650/8541] lr: 2.3848e-04 eta: 11:57:42 time: 0.3264 data_time: 0.0136 memory: 7614 loss: 0.5834 loss_cls: 0.2135 loss_bbox: 0.3699 2022/11/14 12:11:25 - mmengine - INFO - Epoch(train) [21][4700/8541] lr: 2.3843e-04 eta: 11:57:26 time: 0.3354 data_time: 0.0137 memory: 7415 loss: 0.5631 loss_cls: 0.1992 loss_bbox: 0.3639 2022/11/14 12:11:42 - mmengine - INFO - Epoch(train) [21][4750/8541] lr: 2.3838e-04 eta: 11:57:10 time: 0.3279 data_time: 0.0138 memory: 7611 loss: 0.5555 loss_cls: 0.1905 loss_bbox: 0.3650 2022/11/14 12:11:58 - mmengine - INFO - Epoch(train) [21][4800/8541] lr: 2.3833e-04 eta: 11:56:54 time: 0.3308 data_time: 0.0136 memory: 8278 loss: 0.5657 loss_cls: 0.1983 loss_bbox: 0.3674 2022/11/14 12:12:15 - mmengine - INFO - Epoch(train) [21][4850/8541] lr: 2.3827e-04 eta: 11:56:38 time: 0.3338 data_time: 0.0133 memory: 10538 loss: 0.5892 loss_cls: 0.2143 loss_bbox: 0.3749 2022/11/14 12:12:32 - mmengine - INFO - Epoch(train) [21][4900/8541] lr: 2.3822e-04 eta: 11:56:22 time: 0.3327 data_time: 0.0134 memory: 8758 loss: 0.5810 loss_cls: 0.2159 loss_bbox: 0.3651 2022/11/14 12:12:48 - mmengine - INFO - Epoch(train) [21][4950/8541] lr: 2.3817e-04 eta: 11:56:06 time: 0.3325 data_time: 0.0138 memory: 7202 loss: 0.6178 loss_cls: 0.2298 loss_bbox: 0.3880 2022/11/14 12:13:05 - mmengine - INFO - Epoch(train) [21][5000/8541] lr: 2.3812e-04 eta: 11:55:49 time: 0.3252 data_time: 0.0136 memory: 7870 loss: 0.5582 loss_cls: 0.2093 loss_bbox: 0.3489 2022/11/14 12:13:21 - mmengine - INFO - Epoch(train) [21][5050/8541] lr: 2.3806e-04 eta: 11:55:33 time: 0.3299 data_time: 0.0136 memory: 7788 loss: 0.5674 loss_cls: 0.2099 loss_bbox: 0.3575 2022/11/14 12:13:38 - mmengine - INFO - Epoch(train) [21][5100/8541] lr: 2.3801e-04 eta: 11:55:17 time: 0.3335 data_time: 0.0139 memory: 7842 loss: 0.5960 loss_cls: 0.2161 loss_bbox: 0.3798 2022/11/14 12:13:55 - mmengine - INFO - Epoch(train) [21][5150/8541] lr: 2.3796e-04 eta: 11:55:01 time: 0.3438 data_time: 0.0140 memory: 7840 loss: 0.5798 loss_cls: 0.2022 loss_bbox: 0.3776 2022/11/14 12:14:05 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 12:14:12 - mmengine - INFO - Epoch(train) [21][5200/8541] lr: 2.3790e-04 eta: 11:54:45 time: 0.3351 data_time: 0.0140 memory: 7411 loss: 0.5755 loss_cls: 0.1999 loss_bbox: 0.3756 2022/11/14 12:14:29 - mmengine - INFO - Epoch(train) [21][5250/8541] lr: 2.3785e-04 eta: 11:54:30 time: 0.3360 data_time: 0.0138 memory: 8592 loss: 0.5505 loss_cls: 0.1874 loss_bbox: 0.3631 2022/11/14 12:14:45 - mmengine - INFO - Epoch(train) [21][5300/8541] lr: 2.3780e-04 eta: 11:54:13 time: 0.3301 data_time: 0.0135 memory: 7049 loss: 0.5640 loss_cls: 0.2000 loss_bbox: 0.3640 2022/11/14 12:15:02 - mmengine - INFO - Epoch(train) [21][5350/8541] lr: 2.3774e-04 eta: 11:53:57 time: 0.3307 data_time: 0.0138 memory: 7643 loss: 0.5534 loss_cls: 0.2001 loss_bbox: 0.3533 2022/11/14 12:15:19 - mmengine - INFO - Epoch(train) [21][5400/8541] lr: 2.3769e-04 eta: 11:53:41 time: 0.3324 data_time: 0.0142 memory: 8190 loss: 0.5661 loss_cls: 0.1932 loss_bbox: 0.3730 2022/11/14 12:15:35 - mmengine - INFO - Epoch(train) [21][5450/8541] lr: 2.3763e-04 eta: 11:53:25 time: 0.3286 data_time: 0.0136 memory: 7668 loss: 0.5479 loss_cls: 0.1879 loss_bbox: 0.3600 2022/11/14 12:15:52 - mmengine - INFO - Epoch(train) [21][5500/8541] lr: 2.3758e-04 eta: 11:53:09 time: 0.3271 data_time: 0.0137 memory: 8938 loss: 0.5960 loss_cls: 0.2183 loss_bbox: 0.3776 2022/11/14 12:16:08 - mmengine - INFO - Epoch(train) [21][5550/8541] lr: 2.3753e-04 eta: 11:52:52 time: 0.3238 data_time: 0.0137 memory: 7202 loss: 0.5705 loss_cls: 0.2102 loss_bbox: 0.3603 2022/11/14 12:16:25 - mmengine - INFO - Epoch(train) [21][5600/8541] lr: 2.3747e-04 eta: 11:52:36 time: 0.3387 data_time: 0.0139 memory: 7248 loss: 0.5727 loss_cls: 0.2017 loss_bbox: 0.3710 2022/11/14 12:16:41 - mmengine - INFO - Epoch(train) [21][5650/8541] lr: 2.3742e-04 eta: 11:52:20 time: 0.3304 data_time: 0.0140 memory: 8033 loss: 0.5784 loss_cls: 0.2098 loss_bbox: 0.3686 2022/11/14 12:16:58 - mmengine - INFO - Epoch(train) [21][5700/8541] lr: 2.3736e-04 eta: 11:52:04 time: 0.3308 data_time: 0.0138 memory: 7709 loss: 0.5772 loss_cls: 0.2067 loss_bbox: 0.3705 2022/11/14 12:17:15 - mmengine - INFO - Epoch(train) [21][5750/8541] lr: 2.3731e-04 eta: 11:51:48 time: 0.3386 data_time: 0.0136 memory: 8851 loss: 0.5586 loss_cls: 0.1907 loss_bbox: 0.3679 2022/11/14 12:17:31 - mmengine - INFO - Epoch(train) [21][5800/8541] lr: 2.3725e-04 eta: 11:51:32 time: 0.3285 data_time: 0.0136 memory: 7146 loss: 0.5568 loss_cls: 0.1979 loss_bbox: 0.3589 2022/11/14 12:17:48 - mmengine - INFO - Epoch(train) [21][5850/8541] lr: 2.3720e-04 eta: 11:51:16 time: 0.3316 data_time: 0.0138 memory: 8057 loss: 0.5681 loss_cls: 0.2013 loss_bbox: 0.3668 2022/11/14 12:18:05 - mmengine - INFO - Epoch(train) [21][5900/8541] lr: 2.3714e-04 eta: 11:51:00 time: 0.3311 data_time: 0.0135 memory: 7153 loss: 0.5705 loss_cls: 0.2045 loss_bbox: 0.3660 2022/11/14 12:18:21 - mmengine - INFO - Epoch(train) [21][5950/8541] lr: 2.3709e-04 eta: 11:50:44 time: 0.3292 data_time: 0.0134 memory: 6879 loss: 0.5441 loss_cls: 0.1897 loss_bbox: 0.3545 2022/11/14 12:18:38 - mmengine - INFO - Epoch(train) [21][6000/8541] lr: 2.3703e-04 eta: 11:50:28 time: 0.3350 data_time: 0.0137 memory: 8198 loss: 0.5666 loss_cls: 0.1973 loss_bbox: 0.3693 2022/11/14 12:18:54 - mmengine - INFO - Epoch(train) [21][6050/8541] lr: 2.3698e-04 eta: 11:50:11 time: 0.3303 data_time: 0.0137 memory: 7544 loss: 0.5663 loss_cls: 0.2034 loss_bbox: 0.3629 2022/11/14 12:19:11 - mmengine - INFO - Epoch(train) [21][6100/8541] lr: 2.3692e-04 eta: 11:49:55 time: 0.3282 data_time: 0.0137 memory: 7377 loss: 0.5714 loss_cls: 0.1974 loss_bbox: 0.3740 2022/11/14 12:19:28 - mmengine - INFO - Epoch(train) [21][6150/8541] lr: 2.3687e-04 eta: 11:49:39 time: 0.3349 data_time: 0.0137 memory: 8312 loss: 0.5507 loss_cls: 0.1849 loss_bbox: 0.3658 2022/11/14 12:19:38 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 12:19:44 - mmengine - INFO - Epoch(train) [21][6200/8541] lr: 2.3681e-04 eta: 11:49:23 time: 0.3302 data_time: 0.0137 memory: 7314 loss: 0.5588 loss_cls: 0.1970 loss_bbox: 0.3619 2022/11/14 12:20:01 - mmengine - INFO - Epoch(train) [21][6250/8541] lr: 2.3676e-04 eta: 11:49:07 time: 0.3289 data_time: 0.0138 memory: 7959 loss: 0.5592 loss_cls: 0.1960 loss_bbox: 0.3632 2022/11/14 12:20:18 - mmengine - INFO - Epoch(train) [21][6300/8541] lr: 2.3670e-04 eta: 11:48:51 time: 0.3393 data_time: 0.0137 memory: 8345 loss: 0.5689 loss_cls: 0.1947 loss_bbox: 0.3743 2022/11/14 12:20:34 - mmengine - INFO - Epoch(train) [21][6350/8541] lr: 2.3665e-04 eta: 11:48:35 time: 0.3319 data_time: 0.0138 memory: 7329 loss: 0.6018 loss_cls: 0.2172 loss_bbox: 0.3845 2022/11/14 12:20:51 - mmengine - INFO - Epoch(train) [21][6400/8541] lr: 2.3659e-04 eta: 11:48:19 time: 0.3352 data_time: 0.0138 memory: 7015 loss: 0.5814 loss_cls: 0.2083 loss_bbox: 0.3731 2022/11/14 12:21:08 - mmengine - INFO - Epoch(train) [21][6450/8541] lr: 2.3653e-04 eta: 11:48:03 time: 0.3435 data_time: 0.0142 memory: 7113 loss: 0.5972 loss_cls: 0.2203 loss_bbox: 0.3769 2022/11/14 12:21:25 - mmengine - INFO - Epoch(train) [21][6500/8541] lr: 2.3648e-04 eta: 11:47:47 time: 0.3345 data_time: 0.0139 memory: 7070 loss: 0.6111 loss_cls: 0.2437 loss_bbox: 0.3675 2022/11/14 12:21:42 - mmengine - INFO - Epoch(train) [21][6550/8541] lr: 2.3642e-04 eta: 11:47:31 time: 0.3336 data_time: 0.0138 memory: 8172 loss: 0.5853 loss_cls: 0.2137 loss_bbox: 0.3715 2022/11/14 12:21:59 - mmengine - INFO - Epoch(train) [21][6600/8541] lr: 2.3637e-04 eta: 11:47:15 time: 0.3334 data_time: 0.0138 memory: 8743 loss: 0.5981 loss_cls: 0.2180 loss_bbox: 0.3801 2022/11/14 12:22:15 - mmengine - INFO - Epoch(train) [21][6650/8541] lr: 2.3631e-04 eta: 11:46:59 time: 0.3381 data_time: 0.0139 memory: 7941 loss: 0.5687 loss_cls: 0.2055 loss_bbox: 0.3633 2022/11/14 12:22:33 - mmengine - INFO - Epoch(train) [21][6700/8541] lr: 2.3625e-04 eta: 11:46:43 time: 0.3406 data_time: 0.0142 memory: 7266 loss: 0.5744 loss_cls: 0.2033 loss_bbox: 0.3712 2022/11/14 12:22:50 - mmengine - INFO - Epoch(train) [21][6750/8541] lr: 2.3620e-04 eta: 11:46:28 time: 0.3411 data_time: 0.0139 memory: 8294 loss: 0.5400 loss_cls: 0.1857 loss_bbox: 0.3543 2022/11/14 12:23:06 - mmengine - INFO - Epoch(train) [21][6800/8541] lr: 2.3614e-04 eta: 11:46:12 time: 0.3353 data_time: 0.0144 memory: 7981 loss: 0.5656 loss_cls: 0.2031 loss_bbox: 0.3624 2022/11/14 12:23:23 - mmengine - INFO - Epoch(train) [21][6850/8541] lr: 2.3608e-04 eta: 11:45:55 time: 0.3313 data_time: 0.0139 memory: 9574 loss: 0.5710 loss_cls: 0.2050 loss_bbox: 0.3660 2022/11/14 12:23:39 - mmengine - INFO - Epoch(train) [21][6900/8541] lr: 2.3602e-04 eta: 11:45:39 time: 0.3270 data_time: 0.0138 memory: 7442 loss: 0.5899 loss_cls: 0.2147 loss_bbox: 0.3752 2022/11/14 12:23:56 - mmengine - INFO - Epoch(train) [21][6950/8541] lr: 2.3597e-04 eta: 11:45:23 time: 0.3372 data_time: 0.0144 memory: 7041 loss: 0.5828 loss_cls: 0.2079 loss_bbox: 0.3749 2022/11/14 12:24:14 - mmengine - INFO - Epoch(train) [21][7000/8541] lr: 2.3591e-04 eta: 11:45:08 time: 0.3452 data_time: 0.0143 memory: 7802 loss: 0.5570 loss_cls: 0.1906 loss_bbox: 0.3664 2022/11/14 12:24:31 - mmengine - INFO - Epoch(train) [21][7050/8541] lr: 2.3585e-04 eta: 11:44:52 time: 0.3380 data_time: 0.0141 memory: 7717 loss: 0.5622 loss_cls: 0.1963 loss_bbox: 0.3660 2022/11/14 12:24:47 - mmengine - INFO - Epoch(train) [21][7100/8541] lr: 2.3580e-04 eta: 11:44:36 time: 0.3333 data_time: 0.0138 memory: 7117 loss: 0.5597 loss_cls: 0.1987 loss_bbox: 0.3610 2022/11/14 12:25:04 - mmengine - INFO - Epoch(train) [21][7150/8541] lr: 2.3574e-04 eta: 11:44:20 time: 0.3350 data_time: 0.0137 memory: 7212 loss: 0.5786 loss_cls: 0.2060 loss_bbox: 0.3726 2022/11/14 12:25:14 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 12:25:21 - mmengine - INFO - Epoch(train) [21][7200/8541] lr: 2.3568e-04 eta: 11:44:04 time: 0.3335 data_time: 0.0139 memory: 9027 loss: 0.5792 loss_cls: 0.2017 loss_bbox: 0.3775 2022/11/14 12:25:37 - mmengine - INFO - Epoch(train) [21][7250/8541] lr: 2.3562e-04 eta: 11:43:47 time: 0.3249 data_time: 0.0139 memory: 6992 loss: 0.5534 loss_cls: 0.1964 loss_bbox: 0.3569 2022/11/14 12:25:53 - mmengine - INFO - Epoch(train) [21][7300/8541] lr: 2.3556e-04 eta: 11:43:31 time: 0.3265 data_time: 0.0136 memory: 7495 loss: 0.5414 loss_cls: 0.1977 loss_bbox: 0.3437 2022/11/14 12:26:10 - mmengine - INFO - Epoch(train) [21][7350/8541] lr: 2.3551e-04 eta: 11:43:15 time: 0.3368 data_time: 0.0138 memory: 7507 loss: 0.5652 loss_cls: 0.1926 loss_bbox: 0.3726 2022/11/14 12:26:27 - mmengine - INFO - Epoch(train) [21][7400/8541] lr: 2.3545e-04 eta: 11:42:59 time: 0.3285 data_time: 0.0137 memory: 7058 loss: 0.5540 loss_cls: 0.2030 loss_bbox: 0.3509 2022/11/14 12:26:44 - mmengine - INFO - Epoch(train) [21][7450/8541] lr: 2.3539e-04 eta: 11:42:43 time: 0.3328 data_time: 0.0140 memory: 7122 loss: 0.5974 loss_cls: 0.2259 loss_bbox: 0.3716 2022/11/14 12:27:00 - mmengine - INFO - Epoch(train) [21][7500/8541] lr: 2.3533e-04 eta: 11:42:26 time: 0.3280 data_time: 0.0136 memory: 7822 loss: 0.5729 loss_cls: 0.2122 loss_bbox: 0.3607 2022/11/14 12:27:16 - mmengine - INFO - Epoch(train) [21][7550/8541] lr: 2.3527e-04 eta: 11:42:10 time: 0.3296 data_time: 0.0138 memory: 7352 loss: 0.5782 loss_cls: 0.2138 loss_bbox: 0.3644 2022/11/14 12:27:33 - mmengine - INFO - Epoch(train) [21][7600/8541] lr: 2.3521e-04 eta: 11:41:54 time: 0.3256 data_time: 0.0136 memory: 7458 loss: 0.5768 loss_cls: 0.2147 loss_bbox: 0.3622 2022/11/14 12:27:49 - mmengine - INFO - Epoch(train) [21][7650/8541] lr: 2.3516e-04 eta: 11:41:38 time: 0.3309 data_time: 0.0135 memory: 7679 loss: 0.5662 loss_cls: 0.2003 loss_bbox: 0.3658 2022/11/14 12:28:06 - mmengine - INFO - Epoch(train) [21][7700/8541] lr: 2.3510e-04 eta: 11:41:21 time: 0.3246 data_time: 0.0143 memory: 6823 loss: 0.5881 loss_cls: 0.2084 loss_bbox: 0.3797 2022/11/14 12:28:23 - mmengine - INFO - Epoch(train) [21][7750/8541] lr: 2.3504e-04 eta: 11:41:05 time: 0.3376 data_time: 0.0135 memory: 8149 loss: 0.5649 loss_cls: 0.2030 loss_bbox: 0.3620 2022/11/14 12:28:39 - mmengine - INFO - Epoch(train) [21][7800/8541] lr: 2.3498e-04 eta: 11:40:49 time: 0.3295 data_time: 0.0137 memory: 7351 loss: 0.5961 loss_cls: 0.2191 loss_bbox: 0.3770 2022/11/14 12:28:56 - mmengine - INFO - Epoch(train) [21][7850/8541] lr: 2.3492e-04 eta: 11:40:33 time: 0.3385 data_time: 0.0134 memory: 8149 loss: 0.5929 loss_cls: 0.2116 loss_bbox: 0.3813 2022/11/14 12:29:13 - mmengine - INFO - Epoch(train) [21][7900/8541] lr: 2.3486e-04 eta: 11:40:17 time: 0.3366 data_time: 0.0133 memory: 7926 loss: 0.5610 loss_cls: 0.1987 loss_bbox: 0.3622 2022/11/14 12:29:30 - mmengine - INFO - Epoch(train) [21][7950/8541] lr: 2.3480e-04 eta: 11:40:01 time: 0.3350 data_time: 0.0136 memory: 8316 loss: 0.5631 loss_cls: 0.1968 loss_bbox: 0.3662 2022/11/14 12:29:46 - mmengine - INFO - Epoch(train) [21][8000/8541] lr: 2.3474e-04 eta: 11:39:45 time: 0.3294 data_time: 0.0136 memory: 6928 loss: 0.5628 loss_cls: 0.2034 loss_bbox: 0.3594 2022/11/14 12:30:03 - mmengine - INFO - Epoch(train) [21][8050/8541] lr: 2.3468e-04 eta: 11:39:29 time: 0.3368 data_time: 0.0136 memory: 9050 loss: 0.5946 loss_cls: 0.2173 loss_bbox: 0.3773 2022/11/14 12:30:20 - mmengine - INFO - Epoch(train) [21][8100/8541] lr: 2.3462e-04 eta: 11:39:13 time: 0.3279 data_time: 0.0136 memory: 7294 loss: 0.5788 loss_cls: 0.2102 loss_bbox: 0.3686 2022/11/14 12:30:36 - mmengine - INFO - Epoch(train) [21][8150/8541] lr: 2.3456e-04 eta: 11:38:57 time: 0.3324 data_time: 0.0139 memory: 7885 loss: 0.5896 loss_cls: 0.2191 loss_bbox: 0.3705 2022/11/14 12:30:46 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 12:30:53 - mmengine - INFO - Epoch(train) [21][8200/8541] lr: 2.3450e-04 eta: 11:38:41 time: 0.3303 data_time: 0.0135 memory: 7490 loss: 0.5636 loss_cls: 0.2018 loss_bbox: 0.3618 2022/11/14 12:31:10 - mmengine - INFO - Epoch(train) [21][8250/8541] lr: 2.3444e-04 eta: 11:38:25 time: 0.3365 data_time: 0.0138 memory: 7733 loss: 0.5608 loss_cls: 0.1886 loss_bbox: 0.3722 2022/11/14 12:31:26 - mmengine - INFO - Epoch(train) [21][8300/8541] lr: 2.3438e-04 eta: 11:38:09 time: 0.3286 data_time: 0.0137 memory: 8473 loss: 0.5668 loss_cls: 0.2044 loss_bbox: 0.3623 2022/11/14 12:31:43 - mmengine - INFO - Epoch(train) [21][8350/8541] lr: 2.3432e-04 eta: 11:37:52 time: 0.3277 data_time: 0.0136 memory: 7095 loss: 0.5394 loss_cls: 0.1853 loss_bbox: 0.3541 2022/11/14 12:31:59 - mmengine - INFO - Epoch(train) [21][8400/8541] lr: 2.3426e-04 eta: 11:37:36 time: 0.3250 data_time: 0.0138 memory: 6899 loss: 0.5771 loss_cls: 0.2098 loss_bbox: 0.3673 2022/11/14 12:32:16 - mmengine - INFO - Epoch(train) [21][8450/8541] lr: 2.3420e-04 eta: 11:37:20 time: 0.3350 data_time: 0.0138 memory: 8528 loss: 0.5352 loss_cls: 0.1832 loss_bbox: 0.3520 2022/11/14 12:32:33 - mmengine - INFO - Epoch(train) [21][8500/8541] lr: 2.3414e-04 eta: 11:37:04 time: 0.3389 data_time: 0.0135 memory: 7538 loss: 0.5622 loss_cls: 0.1976 loss_bbox: 0.3646 2022/11/14 12:32:46 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 12:33:03 - mmengine - INFO - Epoch(train) [22][50/8541] lr: 2.3403e-04 eta: 11:36:35 time: 0.3442 data_time: 0.0270 memory: 7995 loss: 0.5589 loss_cls: 0.2023 loss_bbox: 0.3566 2022/11/14 12:33:20 - mmengine - INFO - Epoch(train) [22][100/8541] lr: 2.3397e-04 eta: 11:36:19 time: 0.3275 data_time: 0.0135 memory: 7824 loss: 0.5698 loss_cls: 0.2114 loss_bbox: 0.3584 2022/11/14 12:33:36 - mmengine - INFO - Epoch(train) [22][150/8541] lr: 2.3391e-04 eta: 11:36:03 time: 0.3303 data_time: 0.0133 memory: 7331 loss: 0.5775 loss_cls: 0.2117 loss_bbox: 0.3658 2022/11/14 12:33:53 - mmengine - INFO - Epoch(train) [22][200/8541] lr: 2.3385e-04 eta: 11:35:47 time: 0.3355 data_time: 0.0134 memory: 7497 loss: 0.5582 loss_cls: 0.1937 loss_bbox: 0.3645 2022/11/14 12:34:10 - mmengine - INFO - Epoch(train) [22][250/8541] lr: 2.3379e-04 eta: 11:35:31 time: 0.3391 data_time: 0.0136 memory: 8923 loss: 0.5746 loss_cls: 0.1978 loss_bbox: 0.3768 2022/11/14 12:34:26 - mmengine - INFO - Epoch(train) [22][300/8541] lr: 2.3373e-04 eta: 11:35:14 time: 0.3260 data_time: 0.0130 memory: 7386 loss: 0.5574 loss_cls: 0.1891 loss_bbox: 0.3682 2022/11/14 12:34:43 - mmengine - INFO - Epoch(train) [22][350/8541] lr: 2.3366e-04 eta: 11:34:58 time: 0.3318 data_time: 0.0135 memory: 8595 loss: 0.5529 loss_cls: 0.1918 loss_bbox: 0.3611 2022/11/14 12:35:00 - mmengine - INFO - Epoch(train) [22][400/8541] lr: 2.3360e-04 eta: 11:34:42 time: 0.3344 data_time: 0.0137 memory: 7328 loss: 0.5973 loss_cls: 0.2203 loss_bbox: 0.3770 2022/11/14 12:35:17 - mmengine - INFO - Epoch(train) [22][450/8541] lr: 2.3354e-04 eta: 11:34:26 time: 0.3328 data_time: 0.0140 memory: 7057 loss: 0.5793 loss_cls: 0.2091 loss_bbox: 0.3703 2022/11/14 12:35:33 - mmengine - INFO - Epoch(train) [22][500/8541] lr: 2.3348e-04 eta: 11:34:10 time: 0.3297 data_time: 0.0133 memory: 6963 loss: 0.6104 loss_cls: 0.2380 loss_bbox: 0.3724 2022/11/14 12:35:50 - mmengine - INFO - Epoch(train) [22][550/8541] lr: 2.3342e-04 eta: 11:33:54 time: 0.3415 data_time: 0.0139 memory: 8685 loss: 0.6503 loss_cls: 0.2605 loss_bbox: 0.3898 2022/11/14 12:36:07 - mmengine - INFO - Epoch(train) [22][600/8541] lr: 2.3336e-04 eta: 11:33:38 time: 0.3305 data_time: 0.0135 memory: 6962 loss: 0.5602 loss_cls: 0.1979 loss_bbox: 0.3623 2022/11/14 12:36:20 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 12:36:23 - mmengine - INFO - Epoch(train) [22][650/8541] lr: 2.3329e-04 eta: 11:33:22 time: 0.3309 data_time: 0.0134 memory: 7715 loss: 0.5655 loss_cls: 0.1999 loss_bbox: 0.3656 2022/11/14 12:36:40 - mmengine - INFO - Epoch(train) [22][700/8541] lr: 2.3323e-04 eta: 11:33:06 time: 0.3339 data_time: 0.0135 memory: 7346 loss: 0.5924 loss_cls: 0.2175 loss_bbox: 0.3748 2022/11/14 12:36:57 - mmengine - INFO - Epoch(train) [22][750/8541] lr: 2.3317e-04 eta: 11:32:50 time: 0.3275 data_time: 0.0136 memory: 7060 loss: 0.5584 loss_cls: 0.2010 loss_bbox: 0.3574 2022/11/14 12:37:13 - mmengine - INFO - Epoch(train) [22][800/8541] lr: 2.3311e-04 eta: 11:32:33 time: 0.3298 data_time: 0.0137 memory: 7223 loss: 0.6003 loss_cls: 0.2231 loss_bbox: 0.3773 2022/11/14 12:37:30 - mmengine - INFO - Epoch(train) [22][850/8541] lr: 2.3304e-04 eta: 11:32:17 time: 0.3283 data_time: 0.0141 memory: 8329 loss: 0.5758 loss_cls: 0.2046 loss_bbox: 0.3712 2022/11/14 12:37:46 - mmengine - INFO - Epoch(train) [22][900/8541] lr: 2.3298e-04 eta: 11:32:01 time: 0.3226 data_time: 0.0138 memory: 6713 loss: 0.5797 loss_cls: 0.2203 loss_bbox: 0.3594 2022/11/14 12:38:02 - mmengine - INFO - Epoch(train) [22][950/8541] lr: 2.3292e-04 eta: 11:31:44 time: 0.3275 data_time: 0.0141 memory: 7194 loss: 0.5600 loss_cls: 0.2004 loss_bbox: 0.3597 2022/11/14 12:38:18 - mmengine - INFO - Epoch(train) [22][1000/8541] lr: 2.3286e-04 eta: 11:31:28 time: 0.3183 data_time: 0.0140 memory: 6697 loss: 0.5490 loss_cls: 0.1983 loss_bbox: 0.3507 2022/11/14 12:38:35 - mmengine - INFO - Epoch(train) [22][1050/8541] lr: 2.3279e-04 eta: 11:31:12 time: 0.3317 data_time: 0.0144 memory: 7883 loss: 0.5381 loss_cls: 0.1886 loss_bbox: 0.3495 2022/11/14 12:38:51 - mmengine - INFO - Epoch(train) [22][1100/8541] lr: 2.3273e-04 eta: 11:30:55 time: 0.3270 data_time: 0.0138 memory: 7572 loss: 0.5738 loss_cls: 0.2128 loss_bbox: 0.3610 2022/11/14 12:39:08 - mmengine - INFO - Epoch(train) [22][1150/8541] lr: 2.3267e-04 eta: 11:30:39 time: 0.3291 data_time: 0.0139 memory: 6878 loss: 0.5622 loss_cls: 0.2000 loss_bbox: 0.3622 2022/11/14 12:39:24 - mmengine - INFO - Epoch(train) [22][1200/8541] lr: 2.3261e-04 eta: 11:30:23 time: 0.3259 data_time: 0.0137 memory: 7480 loss: 0.5951 loss_cls: 0.2122 loss_bbox: 0.3829 2022/11/14 12:39:41 - mmengine - INFO - Epoch(train) [22][1250/8541] lr: 2.3254e-04 eta: 11:30:07 time: 0.3336 data_time: 0.0139 memory: 7266 loss: 0.5830 loss_cls: 0.2123 loss_bbox: 0.3707 2022/11/14 12:39:57 - mmengine - INFO - Epoch(train) [22][1300/8541] lr: 2.3248e-04 eta: 11:29:51 time: 0.3314 data_time: 0.0138 memory: 7350 loss: 0.6276 loss_cls: 0.2494 loss_bbox: 0.3782 2022/11/14 12:40:14 - mmengine - INFO - Epoch(train) [22][1350/8541] lr: 2.3241e-04 eta: 11:29:34 time: 0.3332 data_time: 0.0139 memory: 7347 loss: 0.5735 loss_cls: 0.2012 loss_bbox: 0.3723 2022/11/14 12:40:30 - mmengine - INFO - Epoch(train) [22][1400/8541] lr: 2.3235e-04 eta: 11:29:18 time: 0.3291 data_time: 0.0141 memory: 7614 loss: 0.5719 loss_cls: 0.2026 loss_bbox: 0.3693 2022/11/14 12:40:47 - mmengine - INFO - Epoch(train) [22][1450/8541] lr: 2.3229e-04 eta: 11:29:02 time: 0.3347 data_time: 0.0137 memory: 7668 loss: 0.5671 loss_cls: 0.2001 loss_bbox: 0.3670 2022/11/14 12:41:04 - mmengine - INFO - Epoch(train) [22][1500/8541] lr: 2.3222e-04 eta: 11:28:46 time: 0.3302 data_time: 0.0134 memory: 7148 loss: 0.5389 loss_cls: 0.1859 loss_bbox: 0.3530 2022/11/14 12:41:20 - mmengine - INFO - Epoch(train) [22][1550/8541] lr: 2.3216e-04 eta: 11:28:30 time: 0.3292 data_time: 0.0137 memory: 8516 loss: 0.5809 loss_cls: 0.2101 loss_bbox: 0.3708 2022/11/14 12:41:37 - mmengine - INFO - Epoch(train) [22][1600/8541] lr: 2.3210e-04 eta: 11:28:14 time: 0.3385 data_time: 0.0137 memory: 8686 loss: 0.6038 loss_cls: 0.2146 loss_bbox: 0.3892 2022/11/14 12:41:50 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 12:41:54 - mmengine - INFO - Epoch(train) [22][1650/8541] lr: 2.3203e-04 eta: 11:27:58 time: 0.3319 data_time: 0.0139 memory: 8755 loss: 0.5374 loss_cls: 0.1814 loss_bbox: 0.3560 2022/11/14 12:42:10 - mmengine - INFO - Epoch(train) [22][1700/8541] lr: 2.3197e-04 eta: 11:27:42 time: 0.3293 data_time: 0.0139 memory: 7629 loss: 0.5349 loss_cls: 0.1919 loss_bbox: 0.3430 2022/11/14 12:42:27 - mmengine - INFO - Epoch(train) [22][1750/8541] lr: 2.3190e-04 eta: 11:27:25 time: 0.3337 data_time: 0.0137 memory: 8100 loss: 0.5941 loss_cls: 0.2184 loss_bbox: 0.3757 2022/11/14 12:42:44 - mmengine - INFO - Epoch(train) [22][1800/8541] lr: 2.3184e-04 eta: 11:27:09 time: 0.3298 data_time: 0.0135 memory: 8031 loss: 0.5734 loss_cls: 0.2002 loss_bbox: 0.3731 2022/11/14 12:43:00 - mmengine - INFO - Epoch(train) [22][1850/8541] lr: 2.3177e-04 eta: 11:26:53 time: 0.3259 data_time: 0.0136 memory: 7432 loss: 0.5707 loss_cls: 0.1965 loss_bbox: 0.3742 2022/11/14 12:43:16 - mmengine - INFO - Epoch(train) [22][1900/8541] lr: 2.3171e-04 eta: 11:26:37 time: 0.3234 data_time: 0.0136 memory: 7434 loss: 0.5699 loss_cls: 0.2019 loss_bbox: 0.3680 2022/11/14 12:43:33 - mmengine - INFO - Epoch(train) [22][1950/8541] lr: 2.3164e-04 eta: 11:26:20 time: 0.3283 data_time: 0.0139 memory: 7382 loss: 0.5541 loss_cls: 0.1972 loss_bbox: 0.3569 2022/11/14 12:43:49 - mmengine - INFO - Epoch(train) [22][2000/8541] lr: 2.3158e-04 eta: 11:26:04 time: 0.3337 data_time: 0.0136 memory: 7528 loss: 0.5508 loss_cls: 0.1904 loss_bbox: 0.3604 2022/11/14 12:44:06 - mmengine - INFO - Epoch(train) [22][2050/8541] lr: 2.3152e-04 eta: 11:25:48 time: 0.3278 data_time: 0.0138 memory: 6786 loss: 0.5478 loss_cls: 0.1969 loss_bbox: 0.3509 2022/11/14 12:44:22 - mmengine - INFO - Epoch(train) [22][2100/8541] lr: 2.3145e-04 eta: 11:25:32 time: 0.3304 data_time: 0.0138 memory: 7235 loss: 0.5308 loss_cls: 0.1793 loss_bbox: 0.3514 2022/11/14 12:44:39 - mmengine - INFO - Epoch(train) [22][2150/8541] lr: 2.3138e-04 eta: 11:25:16 time: 0.3293 data_time: 0.0140 memory: 7223 loss: 0.5612 loss_cls: 0.2038 loss_bbox: 0.3574 2022/11/14 12:44:56 - mmengine - INFO - Epoch(train) [22][2200/8541] lr: 2.3132e-04 eta: 11:25:00 time: 0.3403 data_time: 0.0136 memory: 8678 loss: 0.6085 loss_cls: 0.2264 loss_bbox: 0.3821 2022/11/14 12:45:13 - mmengine - INFO - Epoch(train) [22][2250/8541] lr: 2.3125e-04 eta: 11:24:44 time: 0.3365 data_time: 0.0139 memory: 7239 loss: 0.5531 loss_cls: 0.1898 loss_bbox: 0.3633 2022/11/14 12:45:30 - mmengine - INFO - Epoch(train) [22][2300/8541] lr: 2.3119e-04 eta: 11:24:28 time: 0.3399 data_time: 0.0137 memory: 8339 loss: 0.5605 loss_cls: 0.2003 loss_bbox: 0.3602 2022/11/14 12:45:47 - mmengine - INFO - Epoch(train) [22][2350/8541] lr: 2.3112e-04 eta: 11:24:12 time: 0.3350 data_time: 0.0138 memory: 8297 loss: 0.5730 loss_cls: 0.1976 loss_bbox: 0.3755 2022/11/14 12:46:04 - mmengine - INFO - Epoch(train) [22][2400/8541] lr: 2.3106e-04 eta: 11:23:56 time: 0.3468 data_time: 0.0139 memory: 8349 loss: 0.5761 loss_cls: 0.1990 loss_bbox: 0.3771 2022/11/14 12:46:21 - mmengine - INFO - Epoch(train) [22][2450/8541] lr: 2.3099e-04 eta: 11:23:40 time: 0.3357 data_time: 0.0138 memory: 7347 loss: 0.5476 loss_cls: 0.1962 loss_bbox: 0.3514 2022/11/14 12:46:37 - mmengine - INFO - Epoch(train) [22][2500/8541] lr: 2.3093e-04 eta: 11:23:24 time: 0.3272 data_time: 0.0134 memory: 7449 loss: 0.5732 loss_cls: 0.2087 loss_bbox: 0.3645 2022/11/14 12:46:54 - mmengine - INFO - Epoch(train) [22][2550/8541] lr: 2.3086e-04 eta: 11:23:08 time: 0.3383 data_time: 0.0135 memory: 7819 loss: 0.5723 loss_cls: 0.2037 loss_bbox: 0.3686 2022/11/14 12:47:11 - mmengine - INFO - Epoch(train) [22][2600/8541] lr: 2.3079e-04 eta: 11:22:52 time: 0.3277 data_time: 0.0137 memory: 7150 loss: 0.5558 loss_cls: 0.1939 loss_bbox: 0.3619 2022/11/14 12:47:24 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 12:47:27 - mmengine - INFO - Epoch(train) [22][2650/8541] lr: 2.3073e-04 eta: 11:22:36 time: 0.3294 data_time: 0.0138 memory: 7526 loss: 0.5648 loss_cls: 0.2010 loss_bbox: 0.3638 2022/11/14 12:47:44 - mmengine - INFO - Epoch(train) [22][2700/8541] lr: 2.3066e-04 eta: 11:22:19 time: 0.3313 data_time: 0.0140 memory: 7637 loss: 0.5729 loss_cls: 0.1960 loss_bbox: 0.3769 2022/11/14 12:48:01 - mmengine - INFO - Epoch(train) [22][2750/8541] lr: 2.3059e-04 eta: 11:22:03 time: 0.3345 data_time: 0.0136 memory: 7517 loss: 0.5618 loss_cls: 0.1928 loss_bbox: 0.3691 2022/11/14 12:48:17 - mmengine - INFO - Epoch(train) [22][2800/8541] lr: 2.3053e-04 eta: 11:21:47 time: 0.3290 data_time: 0.0137 memory: 7792 loss: 0.5762 loss_cls: 0.2079 loss_bbox: 0.3683 2022/11/14 12:48:34 - mmengine - INFO - Epoch(train) [22][2850/8541] lr: 2.3046e-04 eta: 11:21:31 time: 0.3305 data_time: 0.0134 memory: 7232 loss: 0.5880 loss_cls: 0.2128 loss_bbox: 0.3752 2022/11/14 12:48:50 - mmengine - INFO - Epoch(train) [22][2900/8541] lr: 2.3039e-04 eta: 11:21:15 time: 0.3295 data_time: 0.0135 memory: 8763 loss: 0.5243 loss_cls: 0.1810 loss_bbox: 0.3433 2022/11/14 12:49:07 - mmengine - INFO - Epoch(train) [22][2950/8541] lr: 2.3033e-04 eta: 11:20:59 time: 0.3348 data_time: 0.0134 memory: 7850 loss: 0.5415 loss_cls: 0.1894 loss_bbox: 0.3521 2022/11/14 12:49:24 - mmengine - INFO - Epoch(train) [22][3000/8541] lr: 2.3026e-04 eta: 11:20:43 time: 0.3336 data_time: 0.0137 memory: 7650 loss: 0.5781 loss_cls: 0.2069 loss_bbox: 0.3712 2022/11/14 12:49:40 - mmengine - INFO - Epoch(train) [22][3050/8541] lr: 2.3019e-04 eta: 11:20:26 time: 0.3307 data_time: 0.0135 memory: 7203 loss: 0.5874 loss_cls: 0.2078 loss_bbox: 0.3796 2022/11/14 12:49:57 - mmengine - INFO - Epoch(train) [22][3100/8541] lr: 2.3013e-04 eta: 11:20:10 time: 0.3347 data_time: 0.0139 memory: 8325 loss: 0.5837 loss_cls: 0.2073 loss_bbox: 0.3765 2022/11/14 12:50:14 - mmengine - INFO - Epoch(train) [22][3150/8541] lr: 2.3006e-04 eta: 11:19:54 time: 0.3339 data_time: 0.0137 memory: 8176 loss: 0.5622 loss_cls: 0.1976 loss_bbox: 0.3646 2022/11/14 12:50:30 - mmengine - INFO - Epoch(train) [22][3200/8541] lr: 2.2999e-04 eta: 11:19:38 time: 0.3315 data_time: 0.0139 memory: 7833 loss: 0.5830 loss_cls: 0.2079 loss_bbox: 0.3751 2022/11/14 12:50:48 - mmengine - INFO - Epoch(train) [22][3250/8541] lr: 2.2992e-04 eta: 11:19:23 time: 0.3468 data_time: 0.0135 memory: 7980 loss: 0.5590 loss_cls: 0.1924 loss_bbox: 0.3666 2022/11/14 12:51:05 - mmengine - INFO - Epoch(train) [22][3300/8541] lr: 2.2986e-04 eta: 11:19:07 time: 0.3386 data_time: 0.0138 memory: 7136 loss: 0.5661 loss_cls: 0.1987 loss_bbox: 0.3674 2022/11/14 12:51:22 - mmengine - INFO - Epoch(train) [22][3350/8541] lr: 2.2979e-04 eta: 11:18:51 time: 0.3360 data_time: 0.0139 memory: 7372 loss: 0.5587 loss_cls: 0.1986 loss_bbox: 0.3601 2022/11/14 12:51:38 - mmengine - INFO - Epoch(train) [22][3400/8541] lr: 2.2972e-04 eta: 11:18:34 time: 0.3308 data_time: 0.0140 memory: 7151 loss: 0.5768 loss_cls: 0.2098 loss_bbox: 0.3670 2022/11/14 12:51:55 - mmengine - INFO - Epoch(train) [22][3450/8541] lr: 2.2965e-04 eta: 11:18:19 time: 0.3413 data_time: 0.0132 memory: 7939 loss: 0.5467 loss_cls: 0.1849 loss_bbox: 0.3619 2022/11/14 12:52:12 - mmengine - INFO - Epoch(train) [22][3500/8541] lr: 2.2959e-04 eta: 11:18:03 time: 0.3406 data_time: 0.0135 memory: 7855 loss: 0.5739 loss_cls: 0.2081 loss_bbox: 0.3659 2022/11/14 12:52:29 - mmengine - INFO - Epoch(train) [22][3550/8541] lr: 2.2952e-04 eta: 11:17:47 time: 0.3299 data_time: 0.0136 memory: 7190 loss: 0.5606 loss_cls: 0.1972 loss_bbox: 0.3633 2022/11/14 12:52:45 - mmengine - INFO - Epoch(train) [22][3600/8541] lr: 2.2945e-04 eta: 11:17:30 time: 0.3298 data_time: 0.0134 memory: 6800 loss: 0.5488 loss_cls: 0.1888 loss_bbox: 0.3600 2022/11/14 12:52:58 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 12:53:02 - mmengine - INFO - Epoch(train) [22][3650/8541] lr: 2.2938e-04 eta: 11:17:14 time: 0.3351 data_time: 0.0135 memory: 7190 loss: 0.5635 loss_cls: 0.1951 loss_bbox: 0.3684 2022/11/14 12:53:19 - mmengine - INFO - Epoch(train) [22][3700/8541] lr: 2.2931e-04 eta: 11:16:58 time: 0.3348 data_time: 0.0133 memory: 7526 loss: 0.5432 loss_cls: 0.1890 loss_bbox: 0.3541 2022/11/14 12:53:35 - mmengine - INFO - Epoch(train) [22][3750/8541] lr: 2.2924e-04 eta: 11:16:42 time: 0.3281 data_time: 0.0133 memory: 7445 loss: 0.5361 loss_cls: 0.1852 loss_bbox: 0.3509 2022/11/14 12:53:52 - mmengine - INFO - Epoch(train) [22][3800/8541] lr: 2.2918e-04 eta: 11:16:26 time: 0.3354 data_time: 0.0138 memory: 6983 loss: 0.5470 loss_cls: 0.1887 loss_bbox: 0.3583 2022/11/14 12:54:09 - mmengine - INFO - Epoch(train) [22][3850/8541] lr: 2.2911e-04 eta: 11:16:10 time: 0.3419 data_time: 0.0133 memory: 7631 loss: 0.5545 loss_cls: 0.1871 loss_bbox: 0.3675 2022/11/14 12:54:26 - mmengine - INFO - Epoch(train) [22][3900/8541] lr: 2.2904e-04 eta: 11:15:54 time: 0.3275 data_time: 0.0132 memory: 7873 loss: 0.5458 loss_cls: 0.1920 loss_bbox: 0.3538 2022/11/14 12:54:42 - mmengine - INFO - Epoch(train) [22][3950/8541] lr: 2.2897e-04 eta: 11:15:37 time: 0.3239 data_time: 0.0131 memory: 7142 loss: 0.5542 loss_cls: 0.1962 loss_bbox: 0.3580 2022/11/14 12:54:59 - mmengine - INFO - Epoch(train) [22][4000/8541] lr: 2.2890e-04 eta: 11:15:21 time: 0.3340 data_time: 0.0136 memory: 7928 loss: 0.5549 loss_cls: 0.1985 loss_bbox: 0.3564 2022/11/14 12:55:15 - mmengine - INFO - Epoch(train) [22][4050/8541] lr: 2.2883e-04 eta: 11:15:05 time: 0.3253 data_time: 0.0137 memory: 8002 loss: 0.5656 loss_cls: 0.2118 loss_bbox: 0.3538 2022/11/14 12:55:32 - mmengine - INFO - Epoch(train) [22][4100/8541] lr: 2.2876e-04 eta: 11:14:49 time: 0.3298 data_time: 0.0135 memory: 7272 loss: 0.5631 loss_cls: 0.1991 loss_bbox: 0.3640 2022/11/14 12:55:48 - mmengine - INFO - Epoch(train) [22][4150/8541] lr: 2.2869e-04 eta: 11:14:33 time: 0.3310 data_time: 0.0132 memory: 7162 loss: 0.5739 loss_cls: 0.1987 loss_bbox: 0.3752 2022/11/14 12:56:05 - mmengine - INFO - Epoch(train) [22][4200/8541] lr: 2.2862e-04 eta: 11:14:17 time: 0.3353 data_time: 0.0132 memory: 7880 loss: 0.5513 loss_cls: 0.1907 loss_bbox: 0.3607 2022/11/14 12:56:22 - mmengine - INFO - Epoch(train) [22][4250/8541] lr: 2.2855e-04 eta: 11:14:00 time: 0.3298 data_time: 0.0136 memory: 7961 loss: 0.5672 loss_cls: 0.2014 loss_bbox: 0.3658 2022/11/14 12:56:38 - mmengine - INFO - Epoch(train) [22][4300/8541] lr: 2.2848e-04 eta: 11:13:44 time: 0.3342 data_time: 0.0133 memory: 7728 loss: 0.5619 loss_cls: 0.1935 loss_bbox: 0.3684 2022/11/14 12:56:55 - mmengine - INFO - Epoch(train) [22][4350/8541] lr: 2.2841e-04 eta: 11:13:28 time: 0.3319 data_time: 0.0138 memory: 7512 loss: 0.5624 loss_cls: 0.1931 loss_bbox: 0.3693 2022/11/14 12:57:11 - mmengine - INFO - Epoch(train) [22][4400/8541] lr: 2.2835e-04 eta: 11:13:12 time: 0.3270 data_time: 0.0133 memory: 7115 loss: 0.5425 loss_cls: 0.1897 loss_bbox: 0.3528 2022/11/14 12:57:28 - mmengine - INFO - Epoch(train) [22][4450/8541] lr: 2.2828e-04 eta: 11:12:56 time: 0.3368 data_time: 0.0138 memory: 7388 loss: 0.5508 loss_cls: 0.1867 loss_bbox: 0.3642 2022/11/14 12:57:45 - mmengine - INFO - Epoch(train) [22][4500/8541] lr: 2.2821e-04 eta: 11:12:40 time: 0.3306 data_time: 0.0132 memory: 7286 loss: 0.5765 loss_cls: 0.2082 loss_bbox: 0.3683 2022/11/14 12:58:01 - mmengine - INFO - Epoch(train) [22][4550/8541] lr: 2.2814e-04 eta: 11:12:24 time: 0.3329 data_time: 0.0134 memory: 7019 loss: 0.5545 loss_cls: 0.1914 loss_bbox: 0.3630 2022/11/14 12:58:18 - mmengine - INFO - Epoch(train) [22][4600/8541] lr: 2.2806e-04 eta: 11:12:08 time: 0.3345 data_time: 0.0137 memory: 7173 loss: 0.5729 loss_cls: 0.2028 loss_bbox: 0.3700 2022/11/14 12:58:31 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 12:58:35 - mmengine - INFO - Epoch(train) [22][4650/8541] lr: 2.2799e-04 eta: 11:11:52 time: 0.3355 data_time: 0.0136 memory: 7416 loss: 0.5809 loss_cls: 0.2046 loss_bbox: 0.3763 2022/11/14 12:58:52 - mmengine - INFO - Epoch(train) [22][4700/8541] lr: 2.2792e-04 eta: 11:11:36 time: 0.3350 data_time: 0.0139 memory: 7094 loss: 0.5622 loss_cls: 0.1968 loss_bbox: 0.3654 2022/11/14 12:59:08 - mmengine - INFO - Epoch(train) [22][4750/8541] lr: 2.2785e-04 eta: 11:11:19 time: 0.3309 data_time: 0.0140 memory: 8145 loss: 0.5905 loss_cls: 0.2160 loss_bbox: 0.3745 2022/11/14 12:59:25 - mmengine - INFO - Epoch(train) [22][4800/8541] lr: 2.2778e-04 eta: 11:11:03 time: 0.3369 data_time: 0.0138 memory: 7929 loss: 0.5593 loss_cls: 0.2020 loss_bbox: 0.3573 2022/11/14 12:59:42 - mmengine - INFO - Epoch(train) [22][4850/8541] lr: 2.2771e-04 eta: 11:10:47 time: 0.3369 data_time: 0.0134 memory: 7608 loss: 0.5682 loss_cls: 0.1948 loss_bbox: 0.3734 2022/11/14 12:59:59 - mmengine - INFO - Epoch(train) [22][4900/8541] lr: 2.2764e-04 eta: 11:10:31 time: 0.3256 data_time: 0.0137 memory: 7250 loss: 0.5480 loss_cls: 0.1941 loss_bbox: 0.3539 2022/11/14 13:00:15 - mmengine - INFO - Epoch(train) [22][4950/8541] lr: 2.2757e-04 eta: 11:10:15 time: 0.3329 data_time: 0.0138 memory: 7204 loss: 0.5634 loss_cls: 0.1942 loss_bbox: 0.3692 2022/11/14 13:00:32 - mmengine - INFO - Epoch(train) [22][5000/8541] lr: 2.2750e-04 eta: 11:09:59 time: 0.3307 data_time: 0.0137 memory: 7010 loss: 0.5464 loss_cls: 0.1883 loss_bbox: 0.3581 2022/11/14 13:00:48 - mmengine - INFO - Epoch(train) [22][5050/8541] lr: 2.2743e-04 eta: 11:09:42 time: 0.3279 data_time: 0.0136 memory: 7091 loss: 0.5640 loss_cls: 0.1970 loss_bbox: 0.3670 2022/11/14 13:01:05 - mmengine - INFO - Epoch(train) [22][5100/8541] lr: 2.2736e-04 eta: 11:09:26 time: 0.3328 data_time: 0.0133 memory: 7584 loss: 0.5719 loss_cls: 0.2054 loss_bbox: 0.3665 2022/11/14 13:01:22 - mmengine - INFO - Epoch(train) [22][5150/8541] lr: 2.2729e-04 eta: 11:09:10 time: 0.3376 data_time: 0.0134 memory: 7775 loss: 0.5861 loss_cls: 0.2129 loss_bbox: 0.3732 2022/11/14 13:01:39 - mmengine - INFO - Epoch(train) [22][5200/8541] lr: 2.2721e-04 eta: 11:08:55 time: 0.3414 data_time: 0.0135 memory: 7949 loss: 0.5667 loss_cls: 0.1998 loss_bbox: 0.3670 2022/11/14 13:01:56 - mmengine - INFO - Epoch(train) [22][5250/8541] lr: 2.2714e-04 eta: 11:08:38 time: 0.3334 data_time: 0.0136 memory: 7876 loss: 0.5507 loss_cls: 0.1979 loss_bbox: 0.3528 2022/11/14 13:02:12 - mmengine - INFO - Epoch(train) [22][5300/8541] lr: 2.2707e-04 eta: 11:08:22 time: 0.3353 data_time: 0.0137 memory: 8876 loss: 0.5681 loss_cls: 0.2021 loss_bbox: 0.3661 2022/11/14 13:02:30 - mmengine - INFO - Epoch(train) [22][5350/8541] lr: 2.2700e-04 eta: 11:08:07 time: 0.3415 data_time: 0.0133 memory: 7586 loss: 0.5763 loss_cls: 0.2081 loss_bbox: 0.3682 2022/11/14 13:02:46 - mmengine - INFO - Epoch(train) [22][5400/8541] lr: 2.2693e-04 eta: 11:07:50 time: 0.3289 data_time: 0.0135 memory: 7094 loss: 0.5553 loss_cls: 0.1956 loss_bbox: 0.3597 2022/11/14 13:03:03 - mmengine - INFO - Epoch(train) [22][5450/8541] lr: 2.2686e-04 eta: 11:07:34 time: 0.3397 data_time: 0.0135 memory: 7500 loss: 0.5796 loss_cls: 0.2019 loss_bbox: 0.3777 2022/11/14 13:03:20 - mmengine - INFO - Epoch(train) [22][5500/8541] lr: 2.2678e-04 eta: 11:07:18 time: 0.3269 data_time: 0.0134 memory: 7512 loss: 0.5472 loss_cls: 0.1933 loss_bbox: 0.3540 2022/11/14 13:03:37 - mmengine - INFO - Epoch(train) [22][5550/8541] lr: 2.2671e-04 eta: 11:07:02 time: 0.3432 data_time: 0.0138 memory: 8295 loss: 0.5819 loss_cls: 0.2120 loss_bbox: 0.3699 2022/11/14 13:03:53 - mmengine - INFO - Epoch(train) [22][5600/8541] lr: 2.2664e-04 eta: 11:06:46 time: 0.3280 data_time: 0.0135 memory: 6961 loss: 0.5448 loss_cls: 0.1912 loss_bbox: 0.3536 2022/11/14 13:04:06 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 13:04:10 - mmengine - INFO - Epoch(train) [22][5650/8541] lr: 2.2657e-04 eta: 11:06:30 time: 0.3371 data_time: 0.0139 memory: 7507 loss: 0.5995 loss_cls: 0.2205 loss_bbox: 0.3790 2022/11/14 13:04:27 - mmengine - INFO - Epoch(train) [22][5700/8541] lr: 2.2649e-04 eta: 11:06:14 time: 0.3284 data_time: 0.0131 memory: 7769 loss: 0.5583 loss_cls: 0.1986 loss_bbox: 0.3597 2022/11/14 13:04:43 - mmengine - INFO - Epoch(train) [22][5750/8541] lr: 2.2642e-04 eta: 11:05:58 time: 0.3319 data_time: 0.0131 memory: 7717 loss: 0.5698 loss_cls: 0.2046 loss_bbox: 0.3652 2022/11/14 13:05:00 - mmengine - INFO - Epoch(train) [22][5800/8541] lr: 2.2635e-04 eta: 11:05:42 time: 0.3316 data_time: 0.0137 memory: 7272 loss: 0.5646 loss_cls: 0.2053 loss_bbox: 0.3593 2022/11/14 13:05:16 - mmengine - INFO - Epoch(train) [22][5850/8541] lr: 2.2628e-04 eta: 11:05:25 time: 0.3290 data_time: 0.0136 memory: 8107 loss: 0.5463 loss_cls: 0.1899 loss_bbox: 0.3564 2022/11/14 13:05:33 - mmengine - INFO - Epoch(train) [22][5900/8541] lr: 2.2620e-04 eta: 11:05:09 time: 0.3302 data_time: 0.0136 memory: 7215 loss: 0.5583 loss_cls: 0.2014 loss_bbox: 0.3569 2022/11/14 13:05:49 - mmengine - INFO - Epoch(train) [22][5950/8541] lr: 2.2613e-04 eta: 11:04:53 time: 0.3236 data_time: 0.0131 memory: 7274 loss: 0.5617 loss_cls: 0.2020 loss_bbox: 0.3597 2022/11/14 13:06:06 - mmengine - INFO - Epoch(train) [22][6000/8541] lr: 2.2606e-04 eta: 11:04:37 time: 0.3417 data_time: 0.0133 memory: 8897 loss: 0.5766 loss_cls: 0.2046 loss_bbox: 0.3720 2022/11/14 13:06:23 - mmengine - INFO - Epoch(train) [22][6050/8541] lr: 2.2599e-04 eta: 11:04:21 time: 0.3370 data_time: 0.0135 memory: 7679 loss: 0.6142 loss_cls: 0.2224 loss_bbox: 0.3918 2022/11/14 13:06:40 - mmengine - INFO - Epoch(train) [22][6100/8541] lr: 2.2591e-04 eta: 11:04:05 time: 0.3360 data_time: 0.0136 memory: 8350 loss: 0.6546 loss_cls: 0.2718 loss_bbox: 0.3829 2022/11/14 13:06:56 - mmengine - INFO - Epoch(train) [22][6150/8541] lr: 2.2584e-04 eta: 11:03:48 time: 0.3230 data_time: 0.0136 memory: 6955 loss: 0.5851 loss_cls: 0.2199 loss_bbox: 0.3652 2022/11/14 13:07:12 - mmengine - INFO - Epoch(train) [22][6200/8541] lr: 2.2577e-04 eta: 11:03:32 time: 0.3248 data_time: 0.0134 memory: 6961 loss: 0.5646 loss_cls: 0.2058 loss_bbox: 0.3589 2022/11/14 13:07:30 - mmengine - INFO - Epoch(train) [22][6250/8541] lr: 2.2569e-04 eta: 11:03:16 time: 0.3483 data_time: 0.0137 memory: 8046 loss: 0.5777 loss_cls: 0.2173 loss_bbox: 0.3604 2022/11/14 13:07:47 - mmengine - INFO - Epoch(train) [22][6300/8541] lr: 2.2562e-04 eta: 11:03:00 time: 0.3327 data_time: 0.0132 memory: 8081 loss: 0.5525 loss_cls: 0.1944 loss_bbox: 0.3581 2022/11/14 13:08:03 - mmengine - INFO - Epoch(train) [22][6350/8541] lr: 2.2554e-04 eta: 11:02:44 time: 0.3326 data_time: 0.0133 memory: 7423 loss: 0.5630 loss_cls: 0.1986 loss_bbox: 0.3643 2022/11/14 13:08:20 - mmengine - INFO - Epoch(train) [22][6400/8541] lr: 2.2547e-04 eta: 11:02:28 time: 0.3267 data_time: 0.0134 memory: 7161 loss: 0.5235 loss_cls: 0.1796 loss_bbox: 0.3439 2022/11/14 13:08:36 - mmengine - INFO - Epoch(train) [22][6450/8541] lr: 2.2540e-04 eta: 11:02:12 time: 0.3307 data_time: 0.0134 memory: 7517 loss: 0.5508 loss_cls: 0.1921 loss_bbox: 0.3587 2022/11/14 13:08:53 - mmengine - INFO - Epoch(train) [22][6500/8541] lr: 2.2532e-04 eta: 11:01:56 time: 0.3440 data_time: 0.0135 memory: 8125 loss: 0.5621 loss_cls: 0.1939 loss_bbox: 0.3682 2022/11/14 13:09:10 - mmengine - INFO - Epoch(train) [22][6550/8541] lr: 2.2525e-04 eta: 11:01:40 time: 0.3324 data_time: 0.0133 memory: 7365 loss: 0.5835 loss_cls: 0.2051 loss_bbox: 0.3784 2022/11/14 13:09:27 - mmengine - INFO - Epoch(train) [22][6600/8541] lr: 2.2517e-04 eta: 11:01:24 time: 0.3343 data_time: 0.0136 memory: 7657 loss: 0.5974 loss_cls: 0.2168 loss_bbox: 0.3806 2022/11/14 13:09:40 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 13:09:44 - mmengine - INFO - Epoch(train) [22][6650/8541] lr: 2.2510e-04 eta: 11:01:08 time: 0.3364 data_time: 0.0136 memory: 10544 loss: 0.5910 loss_cls: 0.2185 loss_bbox: 0.3725 2022/11/14 13:10:01 - mmengine - INFO - Epoch(train) [22][6700/8541] lr: 2.2503e-04 eta: 11:00:52 time: 0.3357 data_time: 0.0135 memory: 7591 loss: 0.5591 loss_cls: 0.1996 loss_bbox: 0.3595 2022/11/14 13:10:17 - mmengine - INFO - Epoch(train) [22][6750/8541] lr: 2.2495e-04 eta: 11:00:36 time: 0.3354 data_time: 0.0136 memory: 8818 loss: 0.5371 loss_cls: 0.1814 loss_bbox: 0.3557 2022/11/14 13:10:34 - mmengine - INFO - Epoch(train) [22][6800/8541] lr: 2.2488e-04 eta: 11:00:19 time: 0.3322 data_time: 0.0133 memory: 7669 loss: 0.5728 loss_cls: 0.2026 loss_bbox: 0.3702 2022/11/14 13:10:51 - mmengine - INFO - Epoch(train) [22][6850/8541] lr: 2.2480e-04 eta: 11:00:03 time: 0.3299 data_time: 0.0136 memory: 7209 loss: 0.5863 loss_cls: 0.2140 loss_bbox: 0.3722 2022/11/14 13:11:07 - mmengine - INFO - Epoch(train) [22][6900/8541] lr: 2.2473e-04 eta: 10:59:47 time: 0.3343 data_time: 0.0136 memory: 8106 loss: 0.5564 loss_cls: 0.1906 loss_bbox: 0.3658 2022/11/14 13:11:24 - mmengine - INFO - Epoch(train) [22][6950/8541] lr: 2.2465e-04 eta: 10:59:31 time: 0.3296 data_time: 0.0139 memory: 7842 loss: 0.5729 loss_cls: 0.2109 loss_bbox: 0.3621 2022/11/14 13:11:41 - mmengine - INFO - Epoch(train) [22][7000/8541] lr: 2.2458e-04 eta: 10:59:15 time: 0.3370 data_time: 0.0135 memory: 7841 loss: 0.5694 loss_cls: 0.2034 loss_bbox: 0.3660 2022/11/14 13:11:57 - mmengine - INFO - Epoch(train) [22][7050/8541] lr: 2.2450e-04 eta: 10:58:59 time: 0.3335 data_time: 0.0138 memory: 8307 loss: 0.5453 loss_cls: 0.1934 loss_bbox: 0.3519 2022/11/14 13:12:15 - mmengine - INFO - Epoch(train) [22][7100/8541] lr: 2.2443e-04 eta: 10:58:43 time: 0.3437 data_time: 0.0139 memory: 8791 loss: 0.5531 loss_cls: 0.1908 loss_bbox: 0.3623 2022/11/14 13:12:31 - mmengine - INFO - Epoch(train) [22][7150/8541] lr: 2.2435e-04 eta: 10:58:27 time: 0.3245 data_time: 0.0134 memory: 7568 loss: 0.6042 loss_cls: 0.2350 loss_bbox: 0.3692 2022/11/14 13:12:48 - mmengine - INFO - Epoch(train) [22][7200/8541] lr: 2.2428e-04 eta: 10:58:11 time: 0.3412 data_time: 0.0133 memory: 8194 loss: 0.5742 loss_cls: 0.2078 loss_bbox: 0.3665 2022/11/14 13:13:04 - mmengine - INFO - Epoch(train) [22][7250/8541] lr: 2.2420e-04 eta: 10:57:54 time: 0.3275 data_time: 0.0135 memory: 6891 loss: 0.5616 loss_cls: 0.1985 loss_bbox: 0.3632 2022/11/14 13:13:21 - mmengine - INFO - Epoch(train) [22][7300/8541] lr: 2.2413e-04 eta: 10:57:38 time: 0.3344 data_time: 0.0136 memory: 7791 loss: 0.5476 loss_cls: 0.1914 loss_bbox: 0.3562 2022/11/14 13:13:38 - mmengine - INFO - Epoch(train) [22][7350/8541] lr: 2.2405e-04 eta: 10:57:22 time: 0.3287 data_time: 0.0135 memory: 7362 loss: 0.5750 loss_cls: 0.2136 loss_bbox: 0.3615 2022/11/14 13:13:55 - mmengine - INFO - Epoch(train) [22][7400/8541] lr: 2.2397e-04 eta: 10:57:06 time: 0.3441 data_time: 0.0133 memory: 8362 loss: 0.5549 loss_cls: 0.1964 loss_bbox: 0.3585 2022/11/14 13:14:12 - mmengine - INFO - Epoch(train) [22][7450/8541] lr: 2.2390e-04 eta: 10:56:51 time: 0.3469 data_time: 0.0132 memory: 9048 loss: 0.5882 loss_cls: 0.2078 loss_bbox: 0.3804 2022/11/14 13:14:29 - mmengine - INFO - Epoch(train) [22][7500/8541] lr: 2.2382e-04 eta: 10:56:35 time: 0.3367 data_time: 0.0135 memory: 8537 loss: 0.5654 loss_cls: 0.2052 loss_bbox: 0.3602 2022/11/14 13:14:46 - mmengine - INFO - Epoch(train) [22][7550/8541] lr: 2.2375e-04 eta: 10:56:19 time: 0.3368 data_time: 0.0137 memory: 7966 loss: 0.5560 loss_cls: 0.1906 loss_bbox: 0.3653 2022/11/14 13:15:03 - mmengine - INFO - Epoch(train) [22][7600/8541] lr: 2.2367e-04 eta: 10:56:02 time: 0.3281 data_time: 0.0131 memory: 9540 loss: 0.5581 loss_cls: 0.1987 loss_bbox: 0.3594 2022/11/14 13:15:16 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 13:15:19 - mmengine - INFO - Epoch(train) [22][7650/8541] lr: 2.2359e-04 eta: 10:55:46 time: 0.3344 data_time: 0.0133 memory: 7098 loss: 0.5383 loss_cls: 0.1850 loss_bbox: 0.3533 2022/11/14 13:15:36 - mmengine - INFO - Epoch(train) [22][7700/8541] lr: 2.2352e-04 eta: 10:55:30 time: 0.3330 data_time: 0.0134 memory: 7574 loss: 0.5433 loss_cls: 0.1848 loss_bbox: 0.3585 2022/11/14 13:15:53 - mmengine - INFO - Epoch(train) [22][7750/8541] lr: 2.2344e-04 eta: 10:55:14 time: 0.3335 data_time: 0.0133 memory: 7354 loss: 0.5691 loss_cls: 0.1937 loss_bbox: 0.3754 2022/11/14 13:16:10 - mmengine - INFO - Epoch(train) [22][7800/8541] lr: 2.2336e-04 eta: 10:54:58 time: 0.3383 data_time: 0.0141 memory: 7218 loss: 0.5705 loss_cls: 0.2054 loss_bbox: 0.3651 2022/11/14 13:16:26 - mmengine - INFO - Epoch(train) [22][7850/8541] lr: 2.2329e-04 eta: 10:54:42 time: 0.3349 data_time: 0.0133 memory: 7096 loss: 0.5618 loss_cls: 0.1992 loss_bbox: 0.3627 2022/11/14 13:16:43 - mmengine - INFO - Epoch(train) [22][7900/8541] lr: 2.2321e-04 eta: 10:54:26 time: 0.3368 data_time: 0.0137 memory: 7647 loss: 0.5433 loss_cls: 0.1861 loss_bbox: 0.3571 2022/11/14 13:17:00 - mmengine - INFO - Epoch(train) [22][7950/8541] lr: 2.2313e-04 eta: 10:54:10 time: 0.3412 data_time: 0.0134 memory: 8746 loss: 0.5344 loss_cls: 0.1858 loss_bbox: 0.3485 2022/11/14 13:17:17 - mmengine - INFO - Epoch(train) [22][8000/8541] lr: 2.2306e-04 eta: 10:53:54 time: 0.3326 data_time: 0.0133 memory: 7577 loss: 0.5363 loss_cls: 0.1806 loss_bbox: 0.3557 2022/11/14 13:17:34 - mmengine - INFO - Epoch(train) [22][8050/8541] lr: 2.2298e-04 eta: 10:53:38 time: 0.3417 data_time: 0.0137 memory: 7478 loss: 0.5452 loss_cls: 0.1828 loss_bbox: 0.3623 2022/11/14 13:17:51 - mmengine - INFO - Epoch(train) [22][8100/8541] lr: 2.2290e-04 eta: 10:53:22 time: 0.3423 data_time: 0.0138 memory: 7858 loss: 0.5567 loss_cls: 0.1935 loss_bbox: 0.3632 2022/11/14 13:18:08 - mmengine - INFO - Epoch(train) [22][8150/8541] lr: 2.2283e-04 eta: 10:53:06 time: 0.3324 data_time: 0.0138 memory: 8334 loss: 0.5535 loss_cls: 0.1994 loss_bbox: 0.3541 2022/11/14 13:18:26 - mmengine - INFO - Epoch(train) [22][8200/8541] lr: 2.2275e-04 eta: 10:52:51 time: 0.3496 data_time: 0.0132 memory: 8295 loss: 0.5577 loss_cls: 0.1869 loss_bbox: 0.3708 2022/11/14 13:18:42 - mmengine - INFO - Epoch(train) [22][8250/8541] lr: 2.2267e-04 eta: 10:52:34 time: 0.3264 data_time: 0.0134 memory: 7007 loss: 0.5305 loss_cls: 0.1851 loss_bbox: 0.3454 2022/11/14 13:18:58 - mmengine - INFO - Epoch(train) [22][8300/8541] lr: 2.2259e-04 eta: 10:52:18 time: 0.3255 data_time: 0.0135 memory: 6825 loss: 0.5604 loss_cls: 0.1985 loss_bbox: 0.3619 2022/11/14 13:19:15 - mmengine - INFO - Epoch(train) [22][8350/8541] lr: 2.2252e-04 eta: 10:52:02 time: 0.3356 data_time: 0.0138 memory: 7682 loss: 0.5471 loss_cls: 0.1851 loss_bbox: 0.3620 2022/11/14 13:19:32 - mmengine - INFO - Epoch(train) [22][8400/8541] lr: 2.2244e-04 eta: 10:51:46 time: 0.3278 data_time: 0.0136 memory: 7053 loss: 0.5718 loss_cls: 0.2018 loss_bbox: 0.3700 2022/11/14 13:19:48 - mmengine - INFO - Epoch(train) [22][8450/8541] lr: 2.2236e-04 eta: 10:51:29 time: 0.3314 data_time: 0.0134 memory: 7538 loss: 0.5914 loss_cls: 0.2188 loss_bbox: 0.3725 2022/11/14 13:20:05 - mmengine - INFO - Epoch(train) [22][8500/8541] lr: 2.2228e-04 eta: 10:51:13 time: 0.3315 data_time: 0.0137 memory: 6801 loss: 0.5677 loss_cls: 0.2037 loss_bbox: 0.3641 2022/11/14 13:20:18 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 13:20:36 - mmengine - INFO - Epoch(train) [23][50/8541] lr: 2.2214e-04 eta: 10:50:44 time: 0.3486 data_time: 0.0298 memory: 7228 loss: 0.5330 loss_cls: 0.1796 loss_bbox: 0.3534 2022/11/14 13:20:52 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 13:20:53 - mmengine - INFO - Epoch(train) [23][100/8541] lr: 2.2206e-04 eta: 10:50:28 time: 0.3384 data_time: 0.0135 memory: 7545 loss: 0.5337 loss_cls: 0.1795 loss_bbox: 0.3541 2022/11/14 13:21:09 - mmengine - INFO - Epoch(train) [23][150/8541] lr: 2.2198e-04 eta: 10:50:12 time: 0.3336 data_time: 0.0134 memory: 7386 loss: 0.5665 loss_cls: 0.1988 loss_bbox: 0.3677 2022/11/14 13:21:26 - mmengine - INFO - Epoch(train) [23][200/8541] lr: 2.2191e-04 eta: 10:49:56 time: 0.3277 data_time: 0.0135 memory: 8193 loss: 0.5410 loss_cls: 0.1851 loss_bbox: 0.3559 2022/11/14 13:21:42 - mmengine - INFO - Epoch(train) [23][250/8541] lr: 2.2183e-04 eta: 10:49:40 time: 0.3329 data_time: 0.0141 memory: 7620 loss: 0.5506 loss_cls: 0.1901 loss_bbox: 0.3605 2022/11/14 13:21:59 - mmengine - INFO - Epoch(train) [23][300/8541] lr: 2.2175e-04 eta: 10:49:23 time: 0.3323 data_time: 0.0134 memory: 7543 loss: 0.5482 loss_cls: 0.1856 loss_bbox: 0.3626 2022/11/14 13:22:15 - mmengine - INFO - Epoch(train) [23][350/8541] lr: 2.2167e-04 eta: 10:49:07 time: 0.3271 data_time: 0.0132 memory: 7074 loss: 0.5727 loss_cls: 0.2079 loss_bbox: 0.3648 2022/11/14 13:22:32 - mmengine - INFO - Epoch(train) [23][400/8541] lr: 2.2159e-04 eta: 10:48:51 time: 0.3370 data_time: 0.0134 memory: 7999 loss: 0.5429 loss_cls: 0.1884 loss_bbox: 0.3545 2022/11/14 13:22:49 - mmengine - INFO - Epoch(train) [23][450/8541] lr: 2.2151e-04 eta: 10:48:35 time: 0.3303 data_time: 0.0133 memory: 7901 loss: 0.5412 loss_cls: 0.1848 loss_bbox: 0.3564 2022/11/14 13:23:06 - mmengine - INFO - Epoch(train) [23][500/8541] lr: 2.2143e-04 eta: 10:48:19 time: 0.3391 data_time: 0.0140 memory: 7381 loss: 0.5768 loss_cls: 0.2031 loss_bbox: 0.3737 2022/11/14 13:23:22 - mmengine - INFO - Epoch(train) [23][550/8541] lr: 2.2136e-04 eta: 10:48:03 time: 0.3309 data_time: 0.0135 memory: 7382 loss: 0.5872 loss_cls: 0.2079 loss_bbox: 0.3793 2022/11/14 13:23:39 - mmengine - INFO - Epoch(train) [23][600/8541] lr: 2.2128e-04 eta: 10:47:46 time: 0.3246 data_time: 0.0135 memory: 6972 loss: 0.5667 loss_cls: 0.2021 loss_bbox: 0.3645 2022/11/14 13:23:56 - mmengine - INFO - Epoch(train) [23][650/8541] lr: 2.2120e-04 eta: 10:47:30 time: 0.3388 data_time: 0.0135 memory: 7120 loss: 0.5772 loss_cls: 0.2065 loss_bbox: 0.3707 2022/11/14 13:24:12 - mmengine - INFO - Epoch(train) [23][700/8541] lr: 2.2112e-04 eta: 10:47:14 time: 0.3308 data_time: 0.0136 memory: 7780 loss: 0.5454 loss_cls: 0.1869 loss_bbox: 0.3585 2022/11/14 13:24:29 - mmengine - INFO - Epoch(train) [23][750/8541] lr: 2.2104e-04 eta: 10:46:58 time: 0.3357 data_time: 0.0136 memory: 7530 loss: 0.5744 loss_cls: 0.2096 loss_bbox: 0.3648 2022/11/14 13:24:46 - mmengine - INFO - Epoch(train) [23][800/8541] lr: 2.2096e-04 eta: 10:46:42 time: 0.3342 data_time: 0.0137 memory: 7131 loss: 0.5904 loss_cls: 0.2152 loss_bbox: 0.3752 2022/11/14 13:25:03 - mmengine - INFO - Epoch(train) [23][850/8541] lr: 2.2088e-04 eta: 10:46:26 time: 0.3375 data_time: 0.0138 memory: 8500 loss: 0.5783 loss_cls: 0.2110 loss_bbox: 0.3674 2022/11/14 13:25:19 - mmengine - INFO - Epoch(train) [23][900/8541] lr: 2.2080e-04 eta: 10:46:10 time: 0.3314 data_time: 0.0135 memory: 7167 loss: 0.5649 loss_cls: 0.1996 loss_bbox: 0.3653 2022/11/14 13:25:36 - mmengine - INFO - Epoch(train) [23][950/8541] lr: 2.2072e-04 eta: 10:45:54 time: 0.3308 data_time: 0.0134 memory: 7358 loss: 0.5528 loss_cls: 0.1909 loss_bbox: 0.3619 2022/11/14 13:25:53 - mmengine - INFO - Epoch(train) [23][1000/8541] lr: 2.2064e-04 eta: 10:45:38 time: 0.3341 data_time: 0.0137 memory: 7856 loss: 0.6174 loss_cls: 0.2454 loss_bbox: 0.3720 2022/11/14 13:26:09 - mmengine - INFO - Epoch(train) [23][1050/8541] lr: 2.2056e-04 eta: 10:45:21 time: 0.3329 data_time: 0.0137 memory: 7214 loss: 0.6107 loss_cls: 0.2357 loss_bbox: 0.3751 2022/11/14 13:26:25 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 13:26:26 - mmengine - INFO - Epoch(train) [23][1100/8541] lr: 2.2048e-04 eta: 10:45:05 time: 0.3277 data_time: 0.0135 memory: 7209 loss: 0.5768 loss_cls: 0.2109 loss_bbox: 0.3659 2022/11/14 13:26:43 - mmengine - INFO - Epoch(train) [23][1150/8541] lr: 2.2040e-04 eta: 10:44:49 time: 0.3363 data_time: 0.0132 memory: 8346 loss: 0.5814 loss_cls: 0.2122 loss_bbox: 0.3692 2022/11/14 13:26:59 - mmengine - INFO - Epoch(train) [23][1200/8541] lr: 2.2032e-04 eta: 10:44:33 time: 0.3263 data_time: 0.0136 memory: 7001 loss: 0.5917 loss_cls: 0.2246 loss_bbox: 0.3671 2022/11/14 13:27:15 - mmengine - INFO - Epoch(train) [23][1250/8541] lr: 2.2024e-04 eta: 10:44:16 time: 0.3253 data_time: 0.0136 memory: 7136 loss: 0.5988 loss_cls: 0.2201 loss_bbox: 0.3787 2022/11/14 13:27:32 - mmengine - INFO - Epoch(train) [23][1300/8541] lr: 2.2016e-04 eta: 10:44:00 time: 0.3285 data_time: 0.0135 memory: 7198 loss: 0.5683 loss_cls: 0.1997 loss_bbox: 0.3686 2022/11/14 13:27:48 - mmengine - INFO - Epoch(train) [23][1350/8541] lr: 2.2008e-04 eta: 10:43:44 time: 0.3291 data_time: 0.0137 memory: 7188 loss: 0.5392 loss_cls: 0.1908 loss_bbox: 0.3484 2022/11/14 13:28:05 - mmengine - INFO - Epoch(train) [23][1400/8541] lr: 2.2000e-04 eta: 10:43:28 time: 0.3348 data_time: 0.0134 memory: 8016 loss: 0.5658 loss_cls: 0.2055 loss_bbox: 0.3603 2022/11/14 13:28:22 - mmengine - INFO - Epoch(train) [23][1450/8541] lr: 2.1992e-04 eta: 10:43:12 time: 0.3343 data_time: 0.0136 memory: 7498 loss: 0.6046 loss_cls: 0.2347 loss_bbox: 0.3699 2022/11/14 13:28:39 - mmengine - INFO - Epoch(train) [23][1500/8541] lr: 2.1984e-04 eta: 10:42:55 time: 0.3303 data_time: 0.0131 memory: 8484 loss: 0.5904 loss_cls: 0.2217 loss_bbox: 0.3687 2022/11/14 13:28:55 - mmengine - INFO - Epoch(train) [23][1550/8541] lr: 2.1976e-04 eta: 10:42:39 time: 0.3349 data_time: 0.0139 memory: 7476 loss: 0.5732 loss_cls: 0.2016 loss_bbox: 0.3716 2022/11/14 13:29:12 - mmengine - INFO - Epoch(train) [23][1600/8541] lr: 2.1968e-04 eta: 10:42:23 time: 0.3358 data_time: 0.0135 memory: 7934 loss: 0.5574 loss_cls: 0.1970 loss_bbox: 0.3604 2022/11/14 13:29:29 - mmengine - INFO - Epoch(train) [23][1650/8541] lr: 2.1959e-04 eta: 10:42:07 time: 0.3374 data_time: 0.0135 memory: 7918 loss: 0.5408 loss_cls: 0.1848 loss_bbox: 0.3559 2022/11/14 13:29:46 - mmengine - INFO - Epoch(train) [23][1700/8541] lr: 2.1951e-04 eta: 10:41:51 time: 0.3315 data_time: 0.0134 memory: 7347 loss: 0.5505 loss_cls: 0.1900 loss_bbox: 0.3605 2022/11/14 13:30:02 - mmengine - INFO - Epoch(train) [23][1750/8541] lr: 2.1943e-04 eta: 10:41:35 time: 0.3276 data_time: 0.0136 memory: 7276 loss: 0.5874 loss_cls: 0.2104 loss_bbox: 0.3770 2022/11/14 13:30:19 - mmengine - INFO - Epoch(train) [23][1800/8541] lr: 2.1935e-04 eta: 10:41:19 time: 0.3346 data_time: 0.0140 memory: 8740 loss: 0.5634 loss_cls: 0.2011 loss_bbox: 0.3623 2022/11/14 13:30:35 - mmengine - INFO - Epoch(train) [23][1850/8541] lr: 2.1927e-04 eta: 10:41:02 time: 0.3279 data_time: 0.0136 memory: 7438 loss: 0.6294 loss_cls: 0.2517 loss_bbox: 0.3777 2022/11/14 13:30:52 - mmengine - INFO - Epoch(train) [23][1900/8541] lr: 2.1919e-04 eta: 10:40:46 time: 0.3312 data_time: 0.0135 memory: 7782 loss: 0.5975 loss_cls: 0.2197 loss_bbox: 0.3777 2022/11/14 13:31:09 - mmengine - INFO - Epoch(train) [23][1950/8541] lr: 2.1911e-04 eta: 10:40:30 time: 0.3311 data_time: 0.0138 memory: 7320 loss: 0.5980 loss_cls: 0.2287 loss_bbox: 0.3693 2022/11/14 13:31:25 - mmengine - INFO - Epoch(train) [23][2000/8541] lr: 2.1902e-04 eta: 10:40:14 time: 0.3262 data_time: 0.0136 memory: 6970 loss: 0.5623 loss_cls: 0.2064 loss_bbox: 0.3559 2022/11/14 13:31:42 - mmengine - INFO - Epoch(train) [23][2050/8541] lr: 2.1894e-04 eta: 10:39:57 time: 0.3316 data_time: 0.0135 memory: 7063 loss: 0.5568 loss_cls: 0.1998 loss_bbox: 0.3570 2022/11/14 13:31:58 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 13:31:58 - mmengine - INFO - Epoch(train) [23][2100/8541] lr: 2.1886e-04 eta: 10:39:41 time: 0.3354 data_time: 0.0139 memory: 8009 loss: 0.5697 loss_cls: 0.2021 loss_bbox: 0.3676 2022/11/14 13:32:15 - mmengine - INFO - Epoch(train) [23][2150/8541] lr: 2.1878e-04 eta: 10:39:25 time: 0.3365 data_time: 0.0133 memory: 7503 loss: 0.5431 loss_cls: 0.1924 loss_bbox: 0.3507 2022/11/14 13:32:32 - mmengine - INFO - Epoch(train) [23][2200/8541] lr: 2.1870e-04 eta: 10:39:09 time: 0.3264 data_time: 0.0140 memory: 6765 loss: 0.5418 loss_cls: 0.1934 loss_bbox: 0.3485 2022/11/14 13:32:48 - mmengine - INFO - Epoch(train) [23][2250/8541] lr: 2.1861e-04 eta: 10:38:53 time: 0.3324 data_time: 0.0128 memory: 10540 loss: 0.5691 loss_cls: 0.2103 loss_bbox: 0.3588 2022/11/14 13:33:05 - mmengine - INFO - Epoch(train) [23][2300/8541] lr: 2.1853e-04 eta: 10:38:37 time: 0.3337 data_time: 0.0140 memory: 7643 loss: 0.5565 loss_cls: 0.2023 loss_bbox: 0.3543 2022/11/14 13:33:22 - mmengine - INFO - Epoch(train) [23][2350/8541] lr: 2.1845e-04 eta: 10:38:21 time: 0.3371 data_time: 0.0139 memory: 7838 loss: 0.5684 loss_cls: 0.2047 loss_bbox: 0.3637 2022/11/14 13:33:39 - mmengine - INFO - Epoch(train) [23][2400/8541] lr: 2.1837e-04 eta: 10:38:05 time: 0.3424 data_time: 0.0139 memory: 7825 loss: 0.5674 loss_cls: 0.1995 loss_bbox: 0.3679 2022/11/14 13:33:56 - mmengine - INFO - Epoch(train) [23][2450/8541] lr: 2.1829e-04 eta: 10:37:49 time: 0.3384 data_time: 0.0132 memory: 7957 loss: 0.5747 loss_cls: 0.2015 loss_bbox: 0.3732 2022/11/14 13:34:13 - mmengine - INFO - Epoch(train) [23][2500/8541] lr: 2.1820e-04 eta: 10:37:33 time: 0.3427 data_time: 0.0137 memory: 7873 loss: 0.5538 loss_cls: 0.1878 loss_bbox: 0.3660 2022/11/14 13:34:31 - mmengine - INFO - Epoch(train) [23][2550/8541] lr: 2.1812e-04 eta: 10:37:17 time: 0.3526 data_time: 0.0137 memory: 7000 loss: 0.5680 loss_cls: 0.1965 loss_bbox: 0.3715 2022/11/14 13:34:48 - mmengine - INFO - Epoch(train) [23][2600/8541] lr: 2.1804e-04 eta: 10:37:01 time: 0.3384 data_time: 0.0140 memory: 8293 loss: 0.5539 loss_cls: 0.1920 loss_bbox: 0.3618 2022/11/14 13:35:04 - mmengine - INFO - Epoch(train) [23][2650/8541] lr: 2.1795e-04 eta: 10:36:45 time: 0.3311 data_time: 0.0137 memory: 8119 loss: 0.5592 loss_cls: 0.1979 loss_bbox: 0.3613 2022/11/14 13:35:21 - mmengine - INFO - Epoch(train) [23][2700/8541] lr: 2.1787e-04 eta: 10:36:29 time: 0.3368 data_time: 0.0139 memory: 8569 loss: 0.5341 loss_cls: 0.1852 loss_bbox: 0.3489 2022/11/14 13:35:38 - mmengine - INFO - Epoch(train) [23][2750/8541] lr: 2.1779e-04 eta: 10:36:13 time: 0.3312 data_time: 0.0138 memory: 8257 loss: 0.5665 loss_cls: 0.2002 loss_bbox: 0.3662 2022/11/14 13:35:54 - mmengine - INFO - Epoch(train) [23][2800/8541] lr: 2.1771e-04 eta: 10:35:57 time: 0.3291 data_time: 0.0141 memory: 7028 loss: 0.5776 loss_cls: 0.2100 loss_bbox: 0.3676 2022/11/14 13:36:11 - mmengine - INFO - Epoch(train) [23][2850/8541] lr: 2.1762e-04 eta: 10:35:41 time: 0.3335 data_time: 0.0136 memory: 7196 loss: 0.5699 loss_cls: 0.2047 loss_bbox: 0.3652 2022/11/14 13:36:28 - mmengine - INFO - Epoch(train) [23][2900/8541] lr: 2.1754e-04 eta: 10:35:24 time: 0.3324 data_time: 0.0134 memory: 7529 loss: 0.5545 loss_cls: 0.1929 loss_bbox: 0.3616 2022/11/14 13:36:45 - mmengine - INFO - Epoch(train) [23][2950/8541] lr: 2.1746e-04 eta: 10:35:08 time: 0.3367 data_time: 0.0160 memory: 8378 loss: 0.5560 loss_cls: 0.1962 loss_bbox: 0.3598 2022/11/14 13:37:01 - mmengine - INFO - Epoch(train) [23][3000/8541] lr: 2.1737e-04 eta: 10:34:52 time: 0.3260 data_time: 0.0139 memory: 6936 loss: 0.5545 loss_cls: 0.2002 loss_bbox: 0.3542 2022/11/14 13:37:17 - mmengine - INFO - Epoch(train) [23][3050/8541] lr: 2.1729e-04 eta: 10:34:36 time: 0.3286 data_time: 0.0137 memory: 7403 loss: 0.5288 loss_cls: 0.1866 loss_bbox: 0.3423 2022/11/14 13:37:34 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 13:37:34 - mmengine - INFO - Epoch(train) [23][3100/8541] lr: 2.1720e-04 eta: 10:34:20 time: 0.3355 data_time: 0.0134 memory: 7836 loss: 0.5511 loss_cls: 0.1908 loss_bbox: 0.3603 2022/11/14 13:37:51 - mmengine - INFO - Epoch(train) [23][3150/8541] lr: 2.1712e-04 eta: 10:34:04 time: 0.3358 data_time: 0.0137 memory: 7015 loss: 0.5503 loss_cls: 0.1981 loss_bbox: 0.3523 2022/11/14 13:38:08 - mmengine - INFO - Epoch(train) [23][3200/8541] lr: 2.1704e-04 eta: 10:33:48 time: 0.3446 data_time: 0.0140 memory: 7901 loss: 0.5598 loss_cls: 0.1999 loss_bbox: 0.3598 2022/11/14 13:38:25 - mmengine - INFO - Epoch(train) [23][3250/8541] lr: 2.1695e-04 eta: 10:33:32 time: 0.3288 data_time: 0.0134 memory: 7278 loss: 0.5943 loss_cls: 0.2242 loss_bbox: 0.3701 2022/11/14 13:38:42 - mmengine - INFO - Epoch(train) [23][3300/8541] lr: 2.1687e-04 eta: 10:33:15 time: 0.3340 data_time: 0.0134 memory: 7607 loss: 0.5387 loss_cls: 0.1839 loss_bbox: 0.3548 2022/11/14 13:38:58 - mmengine - INFO - Epoch(train) [23][3350/8541] lr: 2.1679e-04 eta: 10:32:59 time: 0.3293 data_time: 0.0135 memory: 7407 loss: 0.5524 loss_cls: 0.1962 loss_bbox: 0.3562 2022/11/14 13:39:15 - mmengine - INFO - Epoch(train) [23][3400/8541] lr: 2.1670e-04 eta: 10:32:43 time: 0.3364 data_time: 0.0140 memory: 8218 loss: 0.5424 loss_cls: 0.1854 loss_bbox: 0.3570 2022/11/14 13:39:32 - mmengine - INFO - Epoch(train) [23][3450/8541] lr: 2.1662e-04 eta: 10:32:27 time: 0.3408 data_time: 0.0140 memory: 8337 loss: 0.5427 loss_cls: 0.1820 loss_bbox: 0.3607 2022/11/14 13:39:49 - mmengine - INFO - Epoch(train) [23][3500/8541] lr: 2.1653e-04 eta: 10:32:11 time: 0.3412 data_time: 0.0138 memory: 7617 loss: 0.5476 loss_cls: 0.1903 loss_bbox: 0.3573 2022/11/14 13:40:06 - mmengine - INFO - Epoch(train) [23][3550/8541] lr: 2.1645e-04 eta: 10:31:55 time: 0.3295 data_time: 0.0134 memory: 7302 loss: 0.5420 loss_cls: 0.1877 loss_bbox: 0.3543 2022/11/14 13:40:23 - mmengine - INFO - Epoch(train) [23][3600/8541] lr: 2.1636e-04 eta: 10:31:39 time: 0.3356 data_time: 0.0135 memory: 7852 loss: 0.5437 loss_cls: 0.1806 loss_bbox: 0.3631 2022/11/14 13:40:39 - mmengine - INFO - Epoch(train) [23][3650/8541] lr: 2.1628e-04 eta: 10:31:23 time: 0.3320 data_time: 0.0134 memory: 7766 loss: 0.5384 loss_cls: 0.1844 loss_bbox: 0.3539 2022/11/14 13:40:56 - mmengine - INFO - Epoch(train) [23][3700/8541] lr: 2.1619e-04 eta: 10:31:07 time: 0.3310 data_time: 0.0139 memory: 7374 loss: 0.5364 loss_cls: 0.1874 loss_bbox: 0.3490 2022/11/14 13:41:13 - mmengine - INFO - Epoch(train) [23][3750/8541] lr: 2.1611e-04 eta: 10:30:50 time: 0.3342 data_time: 0.0134 memory: 7183 loss: 0.5597 loss_cls: 0.1977 loss_bbox: 0.3619 2022/11/14 13:41:29 - mmengine - INFO - Epoch(train) [23][3800/8541] lr: 2.1602e-04 eta: 10:30:34 time: 0.3235 data_time: 0.0130 memory: 7105 loss: 0.5480 loss_cls: 0.1993 loss_bbox: 0.3488 2022/11/14 13:41:45 - mmengine - INFO - Epoch(train) [23][3850/8541] lr: 2.1594e-04 eta: 10:30:18 time: 0.3287 data_time: 0.0138 memory: 6935 loss: 0.5462 loss_cls: 0.1883 loss_bbox: 0.3579 2022/11/14 13:42:02 - mmengine - INFO - Epoch(train) [23][3900/8541] lr: 2.1585e-04 eta: 10:30:02 time: 0.3381 data_time: 0.0136 memory: 7799 loss: 0.5377 loss_cls: 0.1756 loss_bbox: 0.3621 2022/11/14 13:42:19 - mmengine - INFO - Epoch(train) [23][3950/8541] lr: 2.1577e-04 eta: 10:29:46 time: 0.3296 data_time: 0.0137 memory: 7348 loss: 0.5665 loss_cls: 0.2027 loss_bbox: 0.3638 2022/11/14 13:42:35 - mmengine - INFO - Epoch(train) [23][4000/8541] lr: 2.1568e-04 eta: 10:29:29 time: 0.3299 data_time: 0.0137 memory: 7793 loss: 0.5376 loss_cls: 0.1870 loss_bbox: 0.3506 2022/11/14 13:42:52 - mmengine - INFO - Epoch(train) [23][4050/8541] lr: 2.1560e-04 eta: 10:29:13 time: 0.3286 data_time: 0.0135 memory: 7183 loss: 0.5651 loss_cls: 0.2020 loss_bbox: 0.3631 2022/11/14 13:43:08 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 13:43:09 - mmengine - INFO - Epoch(train) [23][4100/8541] lr: 2.1551e-04 eta: 10:28:57 time: 0.3429 data_time: 0.0135 memory: 8752 loss: 0.5690 loss_cls: 0.1983 loss_bbox: 0.3707 2022/11/14 13:43:26 - mmengine - INFO - Epoch(train) [23][4150/8541] lr: 2.1543e-04 eta: 10:28:41 time: 0.3419 data_time: 0.0135 memory: 8134 loss: 0.5512 loss_cls: 0.1865 loss_bbox: 0.3647 2022/11/14 13:43:43 - mmengine - INFO - Epoch(train) [23][4200/8541] lr: 2.1534e-04 eta: 10:28:25 time: 0.3370 data_time: 0.0135 memory: 7925 loss: 0.5630 loss_cls: 0.1968 loss_bbox: 0.3662 2022/11/14 13:44:00 - mmengine - INFO - Epoch(train) [23][4250/8541] lr: 2.1526e-04 eta: 10:28:09 time: 0.3406 data_time: 0.0137 memory: 7495 loss: 0.5370 loss_cls: 0.1847 loss_bbox: 0.3523 2022/11/14 13:44:17 - mmengine - INFO - Epoch(train) [23][4300/8541] lr: 2.1517e-04 eta: 10:27:53 time: 0.3391 data_time: 0.0135 memory: 7628 loss: 0.5845 loss_cls: 0.2106 loss_bbox: 0.3739 2022/11/14 13:44:34 - mmengine - INFO - Epoch(train) [23][4350/8541] lr: 2.1508e-04 eta: 10:27:37 time: 0.3306 data_time: 0.0139 memory: 8039 loss: 0.5603 loss_cls: 0.2037 loss_bbox: 0.3566 2022/11/14 13:44:50 - mmengine - INFO - Epoch(train) [23][4400/8541] lr: 2.1500e-04 eta: 10:27:21 time: 0.3339 data_time: 0.0136 memory: 7398 loss: 0.5346 loss_cls: 0.1881 loss_bbox: 0.3465 2022/11/14 13:45:07 - mmengine - INFO - Epoch(train) [23][4450/8541] lr: 2.1491e-04 eta: 10:27:05 time: 0.3328 data_time: 0.0133 memory: 7455 loss: 0.5203 loss_cls: 0.1775 loss_bbox: 0.3428 2022/11/14 13:45:24 - mmengine - INFO - Epoch(train) [23][4500/8541] lr: 2.1483e-04 eta: 10:26:49 time: 0.3317 data_time: 0.0137 memory: 7363 loss: 0.5489 loss_cls: 0.1961 loss_bbox: 0.3528 2022/11/14 13:45:41 - mmengine - INFO - Epoch(train) [23][4550/8541] lr: 2.1474e-04 eta: 10:26:33 time: 0.3398 data_time: 0.0142 memory: 7529 loss: 0.5519 loss_cls: 0.1863 loss_bbox: 0.3656 2022/11/14 13:45:57 - mmengine - INFO - Epoch(train) [23][4600/8541] lr: 2.1465e-04 eta: 10:26:16 time: 0.3241 data_time: 0.0137 memory: 6808 loss: 0.5544 loss_cls: 0.1906 loss_bbox: 0.3638 2022/11/14 13:46:14 - mmengine - INFO - Epoch(train) [23][4650/8541] lr: 2.1457e-04 eta: 10:26:00 time: 0.3324 data_time: 0.0136 memory: 8404 loss: 0.5678 loss_cls: 0.2022 loss_bbox: 0.3657 2022/11/14 13:46:30 - mmengine - INFO - Epoch(train) [23][4700/8541] lr: 2.1448e-04 eta: 10:25:44 time: 0.3291 data_time: 0.0135 memory: 7693 loss: 0.5702 loss_cls: 0.2042 loss_bbox: 0.3661 2022/11/14 13:46:47 - mmengine - INFO - Epoch(train) [23][4750/8541] lr: 2.1439e-04 eta: 10:25:28 time: 0.3313 data_time: 0.0142 memory: 7061 loss: 0.5465 loss_cls: 0.1943 loss_bbox: 0.3522 2022/11/14 13:47:03 - mmengine - INFO - Epoch(train) [23][4800/8541] lr: 2.1431e-04 eta: 10:25:11 time: 0.3346 data_time: 0.0138 memory: 8020 loss: 0.5557 loss_cls: 0.1929 loss_bbox: 0.3628 2022/11/14 13:47:20 - mmengine - INFO - Epoch(train) [23][4850/8541] lr: 2.1422e-04 eta: 10:24:55 time: 0.3332 data_time: 0.0139 memory: 7389 loss: 0.5524 loss_cls: 0.1931 loss_bbox: 0.3594 2022/11/14 13:47:37 - mmengine - INFO - Epoch(train) [23][4900/8541] lr: 2.1413e-04 eta: 10:24:39 time: 0.3306 data_time: 0.0139 memory: 7123 loss: 0.5478 loss_cls: 0.1884 loss_bbox: 0.3594 2022/11/14 13:47:53 - mmengine - INFO - Epoch(train) [23][4950/8541] lr: 2.1405e-04 eta: 10:24:23 time: 0.3335 data_time: 0.0138 memory: 8923 loss: 0.5605 loss_cls: 0.1991 loss_bbox: 0.3614 2022/11/14 13:48:10 - mmengine - INFO - Epoch(train) [23][5000/8541] lr: 2.1396e-04 eta: 10:24:07 time: 0.3267 data_time: 0.0140 memory: 7583 loss: 0.5584 loss_cls: 0.1971 loss_bbox: 0.3612 2022/11/14 13:48:26 - mmengine - INFO - Epoch(train) [23][5050/8541] lr: 2.1387e-04 eta: 10:23:50 time: 0.3293 data_time: 0.0139 memory: 7282 loss: 0.5358 loss_cls: 0.1840 loss_bbox: 0.3518 2022/11/14 13:48:42 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 13:48:43 - mmengine - INFO - Epoch(train) [23][5100/8541] lr: 2.1379e-04 eta: 10:23:34 time: 0.3316 data_time: 0.0136 memory: 7874 loss: 0.5591 loss_cls: 0.1990 loss_bbox: 0.3601 2022/11/14 13:49:00 - mmengine - INFO - Epoch(train) [23][5150/8541] lr: 2.1370e-04 eta: 10:23:18 time: 0.3315 data_time: 0.0133 memory: 7419 loss: 0.5718 loss_cls: 0.2060 loss_bbox: 0.3659 2022/11/14 13:49:16 - mmengine - INFO - Epoch(train) [23][5200/8541] lr: 2.1361e-04 eta: 10:23:02 time: 0.3262 data_time: 0.0140 memory: 6923 loss: 0.5563 loss_cls: 0.1932 loss_bbox: 0.3631 2022/11/14 13:49:33 - mmengine - INFO - Epoch(train) [23][5250/8541] lr: 2.1352e-04 eta: 10:22:46 time: 0.3401 data_time: 0.0140 memory: 7239 loss: 0.5490 loss_cls: 0.1929 loss_bbox: 0.3561 2022/11/14 13:49:50 - mmengine - INFO - Epoch(train) [23][5300/8541] lr: 2.1344e-04 eta: 10:22:29 time: 0.3299 data_time: 0.0139 memory: 7383 loss: 0.5485 loss_cls: 0.1923 loss_bbox: 0.3562 2022/11/14 13:50:06 - mmengine - INFO - Epoch(train) [23][5350/8541] lr: 2.1335e-04 eta: 10:22:13 time: 0.3334 data_time: 0.0141 memory: 7135 loss: 0.5376 loss_cls: 0.1855 loss_bbox: 0.3521 2022/11/14 13:50:23 - mmengine - INFO - Epoch(train) [23][5400/8541] lr: 2.1326e-04 eta: 10:21:57 time: 0.3249 data_time: 0.0138 memory: 7617 loss: 0.5528 loss_cls: 0.1928 loss_bbox: 0.3599 2022/11/14 13:50:39 - mmengine - INFO - Epoch(train) [23][5450/8541] lr: 2.1317e-04 eta: 10:21:40 time: 0.3288 data_time: 0.0137 memory: 6941 loss: 0.5213 loss_cls: 0.1767 loss_bbox: 0.3446 2022/11/14 13:50:56 - mmengine - INFO - Epoch(train) [23][5500/8541] lr: 2.1308e-04 eta: 10:21:25 time: 0.3408 data_time: 0.0138 memory: 8420 loss: 0.5530 loss_cls: 0.1875 loss_bbox: 0.3655 2022/11/14 13:51:13 - mmengine - INFO - Epoch(train) [23][5550/8541] lr: 2.1300e-04 eta: 10:21:08 time: 0.3324 data_time: 0.0140 memory: 7657 loss: 0.5565 loss_cls: 0.1960 loss_bbox: 0.3605 2022/11/14 13:51:30 - mmengine - INFO - Epoch(train) [23][5600/8541] lr: 2.1291e-04 eta: 10:20:52 time: 0.3342 data_time: 0.0139 memory: 7666 loss: 0.5320 loss_cls: 0.1817 loss_bbox: 0.3503 2022/11/14 13:51:46 - mmengine - INFO - Epoch(train) [23][5650/8541] lr: 2.1282e-04 eta: 10:20:36 time: 0.3371 data_time: 0.0140 memory: 7926 loss: 0.5166 loss_cls: 0.1684 loss_bbox: 0.3482 2022/11/14 13:52:04 - mmengine - INFO - Epoch(train) [23][5700/8541] lr: 2.1273e-04 eta: 10:20:20 time: 0.3427 data_time: 0.0142 memory: 8682 loss: 0.5529 loss_cls: 0.1926 loss_bbox: 0.3602 2022/11/14 13:52:20 - mmengine - INFO - Epoch(train) [23][5750/8541] lr: 2.1264e-04 eta: 10:20:04 time: 0.3315 data_time: 0.0141 memory: 7378 loss: 0.5804 loss_cls: 0.2053 loss_bbox: 0.3751 2022/11/14 13:52:37 - mmengine - INFO - Epoch(train) [23][5800/8541] lr: 2.1256e-04 eta: 10:19:48 time: 0.3284 data_time: 0.0136 memory: 7138 loss: 0.5405 loss_cls: 0.1856 loss_bbox: 0.3549 2022/11/14 13:52:54 - mmengine - INFO - Epoch(train) [23][5850/8541] lr: 2.1247e-04 eta: 10:19:32 time: 0.3365 data_time: 0.0138 memory: 8140 loss: 0.5499 loss_cls: 0.1920 loss_bbox: 0.3579 2022/11/14 13:53:10 - mmengine - INFO - Epoch(train) [23][5900/8541] lr: 2.1238e-04 eta: 10:19:16 time: 0.3316 data_time: 0.0140 memory: 7109 loss: 0.5735 loss_cls: 0.2022 loss_bbox: 0.3713 2022/11/14 13:53:27 - mmengine - INFO - Epoch(train) [23][5950/8541] lr: 2.1229e-04 eta: 10:18:59 time: 0.3314 data_time: 0.0138 memory: 7749 loss: 0.5461 loss_cls: 0.1883 loss_bbox: 0.3578 2022/11/14 13:53:43 - mmengine - INFO - Epoch(train) [23][6000/8541] lr: 2.1220e-04 eta: 10:18:43 time: 0.3302 data_time: 0.0138 memory: 7318 loss: 0.5806 loss_cls: 0.2035 loss_bbox: 0.3771 2022/11/14 13:54:00 - mmengine - INFO - Epoch(train) [23][6050/8541] lr: 2.1211e-04 eta: 10:18:27 time: 0.3367 data_time: 0.0143 memory: 7453 loss: 0.6106 loss_cls: 0.2337 loss_bbox: 0.3770 2022/11/14 13:54:16 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 13:54:17 - mmengine - INFO - Epoch(train) [23][6100/8541] lr: 2.1202e-04 eta: 10:18:11 time: 0.3362 data_time: 0.0135 memory: 8339 loss: 0.5644 loss_cls: 0.2021 loss_bbox: 0.3622 2022/11/14 13:54:34 - mmengine - INFO - Epoch(train) [23][6150/8541] lr: 2.1193e-04 eta: 10:17:55 time: 0.3386 data_time: 0.0141 memory: 7282 loss: 0.5436 loss_cls: 0.1838 loss_bbox: 0.3598 2022/11/14 13:54:51 - mmengine - INFO - Epoch(train) [23][6200/8541] lr: 2.1185e-04 eta: 10:17:39 time: 0.3359 data_time: 0.0138 memory: 7187 loss: 0.5613 loss_cls: 0.1943 loss_bbox: 0.3671 2022/11/14 13:55:08 - mmengine - INFO - Epoch(train) [23][6250/8541] lr: 2.1176e-04 eta: 10:17:23 time: 0.3337 data_time: 0.0138 memory: 7310 loss: 0.5641 loss_cls: 0.2001 loss_bbox: 0.3640 2022/11/14 13:55:24 - mmengine - INFO - Epoch(train) [23][6300/8541] lr: 2.1167e-04 eta: 10:17:07 time: 0.3328 data_time: 0.0138 memory: 7042 loss: 0.5952 loss_cls: 0.2281 loss_bbox: 0.3671 2022/11/14 13:55:41 - mmengine - INFO - Epoch(train) [23][6350/8541] lr: 2.1158e-04 eta: 10:16:50 time: 0.3319 data_time: 0.0136 memory: 7036 loss: 0.6231 loss_cls: 0.2450 loss_bbox: 0.3782 2022/11/14 13:55:58 - mmengine - INFO - Epoch(train) [23][6400/8541] lr: 2.1149e-04 eta: 10:16:34 time: 0.3354 data_time: 0.0138 memory: 7634 loss: 0.5641 loss_cls: 0.2035 loss_bbox: 0.3606 2022/11/14 13:56:15 - mmengine - INFO - Epoch(train) [23][6450/8541] lr: 2.1140e-04 eta: 10:16:18 time: 0.3374 data_time: 0.0139 memory: 7732 loss: 0.5484 loss_cls: 0.1886 loss_bbox: 0.3599 2022/11/14 13:56:31 - mmengine - INFO - Epoch(train) [23][6500/8541] lr: 2.1131e-04 eta: 10:16:02 time: 0.3328 data_time: 0.0135 memory: 7404 loss: 0.6267 loss_cls: 0.2399 loss_bbox: 0.3867 2022/11/14 13:56:48 - mmengine - INFO - Epoch(train) [23][6550/8541] lr: 2.1122e-04 eta: 10:15:46 time: 0.3312 data_time: 0.0136 memory: 7064 loss: 0.5397 loss_cls: 0.1882 loss_bbox: 0.3514 2022/11/14 13:57:04 - mmengine - INFO - Epoch(train) [23][6600/8541] lr: 2.1113e-04 eta: 10:15:29 time: 0.3249 data_time: 0.0138 memory: 7178 loss: 0.5652 loss_cls: 0.2079 loss_bbox: 0.3573 2022/11/14 13:57:21 - mmengine - INFO - Epoch(train) [23][6650/8541] lr: 2.1104e-04 eta: 10:15:13 time: 0.3346 data_time: 0.0134 memory: 8241 loss: 0.5655 loss_cls: 0.2021 loss_bbox: 0.3634 2022/11/14 13:57:38 - mmengine - INFO - Epoch(train) [23][6700/8541] lr: 2.1095e-04 eta: 10:14:57 time: 0.3399 data_time: 0.0139 memory: 8607 loss: 0.5528 loss_cls: 0.1949 loss_bbox: 0.3579 2022/11/14 13:57:55 - mmengine - INFO - Epoch(train) [23][6750/8541] lr: 2.1086e-04 eta: 10:14:41 time: 0.3332 data_time: 0.0132 memory: 7342 loss: 0.5422 loss_cls: 0.1842 loss_bbox: 0.3580 2022/11/14 13:58:11 - mmengine - INFO - Epoch(train) [23][6800/8541] lr: 2.1077e-04 eta: 10:14:25 time: 0.3294 data_time: 0.0134 memory: 7005 loss: 0.5250 loss_cls: 0.1816 loss_bbox: 0.3434 2022/11/14 13:58:28 - mmengine - INFO - Epoch(train) [23][6850/8541] lr: 2.1068e-04 eta: 10:14:09 time: 0.3317 data_time: 0.0136 memory: 7000 loss: 0.5541 loss_cls: 0.1981 loss_bbox: 0.3560 2022/11/14 13:58:45 - mmengine - INFO - Epoch(train) [23][6900/8541] lr: 2.1059e-04 eta: 10:13:53 time: 0.3314 data_time: 0.0137 memory: 7875 loss: 0.5678 loss_cls: 0.2099 loss_bbox: 0.3579 2022/11/14 13:59:01 - mmengine - INFO - Epoch(train) [23][6950/8541] lr: 2.1050e-04 eta: 10:13:36 time: 0.3307 data_time: 0.0136 memory: 7247 loss: 0.5562 loss_cls: 0.1985 loss_bbox: 0.3577 2022/11/14 13:59:18 - mmengine - INFO - Epoch(train) [23][7000/8541] lr: 2.1041e-04 eta: 10:13:20 time: 0.3396 data_time: 0.0138 memory: 7499 loss: 0.5331 loss_cls: 0.1894 loss_bbox: 0.3437 2022/11/14 13:59:35 - mmengine - INFO - Epoch(train) [23][7050/8541] lr: 2.1032e-04 eta: 10:13:04 time: 0.3386 data_time: 0.0141 memory: 7512 loss: 0.5522 loss_cls: 0.1888 loss_bbox: 0.3634 2022/11/14 13:59:51 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 13:59:52 - mmengine - INFO - Epoch(train) [23][7100/8541] lr: 2.1023e-04 eta: 10:12:48 time: 0.3367 data_time: 0.0139 memory: 6894 loss: 0.5606 loss_cls: 0.1984 loss_bbox: 0.3622 2022/11/14 14:00:09 - mmengine - INFO - Epoch(train) [23][7150/8541] lr: 2.1014e-04 eta: 10:12:32 time: 0.3348 data_time: 0.0139 memory: 8106 loss: 0.5343 loss_cls: 0.1804 loss_bbox: 0.3539 2022/11/14 14:00:26 - mmengine - INFO - Epoch(train) [23][7200/8541] lr: 2.1005e-04 eta: 10:12:16 time: 0.3384 data_time: 0.0140 memory: 7710 loss: 0.5437 loss_cls: 0.1827 loss_bbox: 0.3610 2022/11/14 14:00:42 - mmengine - INFO - Epoch(train) [23][7250/8541] lr: 2.0996e-04 eta: 10:12:00 time: 0.3334 data_time: 0.0139 memory: 8192 loss: 0.5346 loss_cls: 0.1760 loss_bbox: 0.3586 2022/11/14 14:00:59 - mmengine - INFO - Epoch(train) [23][7300/8541] lr: 2.0986e-04 eta: 10:11:44 time: 0.3354 data_time: 0.0137 memory: 7378 loss: 0.5432 loss_cls: 0.1912 loss_bbox: 0.3520 2022/11/14 14:01:16 - mmengine - INFO - Epoch(train) [23][7350/8541] lr: 2.0977e-04 eta: 10:11:28 time: 0.3309 data_time: 0.0134 memory: 7226 loss: 0.5534 loss_cls: 0.1911 loss_bbox: 0.3623 2022/11/14 14:01:33 - mmengine - INFO - Epoch(train) [23][7400/8541] lr: 2.0968e-04 eta: 10:11:12 time: 0.3421 data_time: 0.0144 memory: 8579 loss: 0.5450 loss_cls: 0.1887 loss_bbox: 0.3563 2022/11/14 14:01:50 - mmengine - INFO - Epoch(train) [23][7450/8541] lr: 2.0959e-04 eta: 10:10:56 time: 0.3438 data_time: 0.0138 memory: 8511 loss: 0.5473 loss_cls: 0.1878 loss_bbox: 0.3594 2022/11/14 14:02:07 - mmengine - INFO - Epoch(train) [23][7500/8541] lr: 2.0950e-04 eta: 10:10:40 time: 0.3362 data_time: 0.0139 memory: 7131 loss: 0.5551 loss_cls: 0.1914 loss_bbox: 0.3637 2022/11/14 14:02:24 - mmengine - INFO - Epoch(train) [23][7550/8541] lr: 2.0941e-04 eta: 10:10:24 time: 0.3409 data_time: 0.0139 memory: 9538 loss: 0.5446 loss_cls: 0.1907 loss_bbox: 0.3539 2022/11/14 14:02:41 - mmengine - INFO - Epoch(train) [23][7600/8541] lr: 2.0932e-04 eta: 10:10:08 time: 0.3360 data_time: 0.0139 memory: 8077 loss: 0.5746 loss_cls: 0.2045 loss_bbox: 0.3701 2022/11/14 14:02:58 - mmengine - INFO - Epoch(train) [23][7650/8541] lr: 2.0923e-04 eta: 10:09:52 time: 0.3329 data_time: 0.0140 memory: 7457 loss: 0.5713 loss_cls: 0.2063 loss_bbox: 0.3650 2022/11/14 14:03:15 - mmengine - INFO - Epoch(train) [23][7700/8541] lr: 2.0913e-04 eta: 10:09:35 time: 0.3368 data_time: 0.0139 memory: 8752 loss: 0.5831 loss_cls: 0.2061 loss_bbox: 0.3770 2022/11/14 14:03:31 - mmengine - INFO - Epoch(train) [23][7750/8541] lr: 2.0904e-04 eta: 10:09:19 time: 0.3335 data_time: 0.0139 memory: 7880 loss: 0.5594 loss_cls: 0.2045 loss_bbox: 0.3549 2022/11/14 14:03:48 - mmengine - INFO - Epoch(train) [23][7800/8541] lr: 2.0895e-04 eta: 10:09:03 time: 0.3256 data_time: 0.0137 memory: 7377 loss: 0.5539 loss_cls: 0.1930 loss_bbox: 0.3609 2022/11/14 14:04:04 - mmengine - INFO - Epoch(train) [23][7850/8541] lr: 2.0886e-04 eta: 10:08:47 time: 0.3294 data_time: 0.0135 memory: 7196 loss: 0.5606 loss_cls: 0.2013 loss_bbox: 0.3593 2022/11/14 14:04:21 - mmengine - INFO - Epoch(train) [23][7900/8541] lr: 2.0877e-04 eta: 10:08:30 time: 0.3267 data_time: 0.0130 memory: 8191 loss: 0.5306 loss_cls: 0.1887 loss_bbox: 0.3420 2022/11/14 14:04:38 - mmengine - INFO - Epoch(train) [23][7950/8541] lr: 2.0868e-04 eta: 10:08:14 time: 0.3381 data_time: 0.0130 memory: 9033 loss: 0.5701 loss_cls: 0.2011 loss_bbox: 0.3690 2022/11/14 14:04:54 - mmengine - INFO - Epoch(train) [23][8000/8541] lr: 2.0858e-04 eta: 10:07:58 time: 0.3328 data_time: 0.0133 memory: 7339 loss: 0.5668 loss_cls: 0.1981 loss_bbox: 0.3686 2022/11/14 14:05:11 - mmengine - INFO - Epoch(train) [23][8050/8541] lr: 2.0849e-04 eta: 10:07:42 time: 0.3264 data_time: 0.0134 memory: 7277 loss: 0.5566 loss_cls: 0.1991 loss_bbox: 0.3575 2022/11/14 14:05:26 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 14:05:27 - mmengine - INFO - Epoch(train) [23][8100/8541] lr: 2.0840e-04 eta: 10:07:25 time: 0.3281 data_time: 0.0132 memory: 7143 loss: 0.5731 loss_cls: 0.2046 loss_bbox: 0.3684 2022/11/14 14:05:44 - mmengine - INFO - Epoch(train) [23][8150/8541] lr: 2.0831e-04 eta: 10:07:09 time: 0.3338 data_time: 0.0135 memory: 7090 loss: 0.5779 loss_cls: 0.2109 loss_bbox: 0.3670 2022/11/14 14:06:01 - mmengine - INFO - Epoch(train) [23][8200/8541] lr: 2.0821e-04 eta: 10:06:53 time: 0.3363 data_time: 0.0138 memory: 8685 loss: 0.5696 loss_cls: 0.2032 loss_bbox: 0.3664 2022/11/14 14:06:17 - mmengine - INFO - Epoch(train) [23][8250/8541] lr: 2.0812e-04 eta: 10:06:37 time: 0.3318 data_time: 0.0134 memory: 6988 loss: 0.5299 loss_cls: 0.1804 loss_bbox: 0.3495 2022/11/14 14:06:34 - mmengine - INFO - Epoch(train) [23][8300/8541] lr: 2.0803e-04 eta: 10:06:21 time: 0.3350 data_time: 0.0139 memory: 7187 loss: 0.5406 loss_cls: 0.1904 loss_bbox: 0.3503 2022/11/14 14:06:51 - mmengine - INFO - Epoch(train) [23][8350/8541] lr: 2.0794e-04 eta: 10:06:05 time: 0.3354 data_time: 0.0137 memory: 8190 loss: 0.5483 loss_cls: 0.1943 loss_bbox: 0.3540 2022/11/14 14:07:07 - mmengine - INFO - Epoch(train) [23][8400/8541] lr: 2.0784e-04 eta: 10:05:49 time: 0.3304 data_time: 0.0135 memory: 7497 loss: 0.5421 loss_cls: 0.1910 loss_bbox: 0.3510 2022/11/14 14:07:24 - mmengine - INFO - Epoch(train) [23][8450/8541] lr: 2.0775e-04 eta: 10:05:32 time: 0.3372 data_time: 0.0138 memory: 9024 loss: 0.5338 loss_cls: 0.1801 loss_bbox: 0.3537 2022/11/14 14:07:42 - mmengine - INFO - Epoch(train) [23][8500/8541] lr: 2.0766e-04 eta: 10:05:17 time: 0.3427 data_time: 0.0138 memory: 8073 loss: 0.5524 loss_cls: 0.1938 loss_bbox: 0.3586 2022/11/14 14:07:55 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 14:08:13 - mmengine - INFO - Epoch(train) [24][50/8541] lr: 2.0749e-04 eta: 10:04:48 time: 0.3555 data_time: 0.0321 memory: 8198 loss: 0.6090 loss_cls: 0.2535 loss_bbox: 0.3555 2022/11/14 14:08:30 - mmengine - INFO - Epoch(train) [24][100/8541] lr: 2.0740e-04 eta: 10:04:32 time: 0.3312 data_time: 0.0137 memory: 7012 loss: 0.5738 loss_cls: 0.1998 loss_bbox: 0.3740 2022/11/14 14:08:47 - mmengine - INFO - Epoch(train) [24][150/8541] lr: 2.0730e-04 eta: 10:04:16 time: 0.3372 data_time: 0.0139 memory: 7231 loss: 0.5617 loss_cls: 0.2015 loss_bbox: 0.3602 2022/11/14 14:09:03 - mmengine - INFO - Epoch(train) [24][200/8541] lr: 2.0721e-04 eta: 10:03:59 time: 0.3311 data_time: 0.0137 memory: 8161 loss: 0.5497 loss_cls: 0.1905 loss_bbox: 0.3592 2022/11/14 14:09:20 - mmengine - INFO - Epoch(train) [24][250/8541] lr: 2.0712e-04 eta: 10:03:43 time: 0.3354 data_time: 0.0139 memory: 7868 loss: 0.5698 loss_cls: 0.2016 loss_bbox: 0.3681 2022/11/14 14:09:37 - mmengine - INFO - Epoch(train) [24][300/8541] lr: 2.0702e-04 eta: 10:03:27 time: 0.3323 data_time: 0.0141 memory: 8321 loss: 0.5662 loss_cls: 0.2074 loss_bbox: 0.3588 2022/11/14 14:09:53 - mmengine - INFO - Epoch(train) [24][350/8541] lr: 2.0693e-04 eta: 10:03:11 time: 0.3272 data_time: 0.0134 memory: 6890 loss: 0.5872 loss_cls: 0.2160 loss_bbox: 0.3712 2022/11/14 14:10:10 - mmengine - INFO - Epoch(train) [24][400/8541] lr: 2.0684e-04 eta: 10:02:54 time: 0.3326 data_time: 0.0136 memory: 8282 loss: 0.5280 loss_cls: 0.1855 loss_bbox: 0.3425 2022/11/14 14:10:27 - mmengine - INFO - Epoch(train) [24][450/8541] lr: 2.0674e-04 eta: 10:02:38 time: 0.3333 data_time: 0.0138 memory: 7227 loss: 0.5355 loss_cls: 0.1848 loss_bbox: 0.3507 2022/11/14 14:10:43 - mmengine - INFO - Epoch(train) [24][500/8541] lr: 2.0665e-04 eta: 10:02:22 time: 0.3316 data_time: 0.0136 memory: 6948 loss: 0.5341 loss_cls: 0.1813 loss_bbox: 0.3528 2022/11/14 14:11:00 - mmengine - INFO - Epoch(train) [24][550/8541] lr: 2.0656e-04 eta: 10:02:06 time: 0.3353 data_time: 0.0136 memory: 7684 loss: 0.5741 loss_cls: 0.2050 loss_bbox: 0.3691 2022/11/14 14:11:02 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 14:11:17 - mmengine - INFO - Epoch(train) [24][600/8541] lr: 2.0646e-04 eta: 10:01:50 time: 0.3379 data_time: 0.0139 memory: 8280 loss: 0.5353 loss_cls: 0.1826 loss_bbox: 0.3528 2022/11/14 14:11:34 - mmengine - INFO - Epoch(train) [24][650/8541] lr: 2.0637e-04 eta: 10:01:34 time: 0.3336 data_time: 0.0137 memory: 9091 loss: 0.5349 loss_cls: 0.1843 loss_bbox: 0.3507 2022/11/14 14:11:50 - mmengine - INFO - Epoch(train) [24][700/8541] lr: 2.0627e-04 eta: 10:01:18 time: 0.3331 data_time: 0.0137 memory: 7106 loss: 0.5303 loss_cls: 0.1817 loss_bbox: 0.3486 2022/11/14 14:12:07 - mmengine - INFO - Epoch(train) [24][750/8541] lr: 2.0618e-04 eta: 10:01:01 time: 0.3245 data_time: 0.0141 memory: 7083 loss: 0.5382 loss_cls: 0.1850 loss_bbox: 0.3532 2022/11/14 14:12:24 - mmengine - INFO - Epoch(train) [24][800/8541] lr: 2.0609e-04 eta: 10:00:45 time: 0.3460 data_time: 0.0142 memory: 8314 loss: 0.5369 loss_cls: 0.1811 loss_bbox: 0.3557 2022/11/14 14:12:41 - mmengine - INFO - Epoch(train) [24][850/8541] lr: 2.0599e-04 eta: 10:00:29 time: 0.3392 data_time: 0.0143 memory: 7465 loss: 0.5516 loss_cls: 0.1899 loss_bbox: 0.3617 2022/11/14 14:12:57 - mmengine - INFO - Epoch(train) [24][900/8541] lr: 2.0590e-04 eta: 10:00:13 time: 0.3265 data_time: 0.0137 memory: 7005 loss: 0.5191 loss_cls: 0.1792 loss_bbox: 0.3399 2022/11/14 14:13:15 - mmengine - INFO - Epoch(train) [24][950/8541] lr: 2.0580e-04 eta: 9:59:57 time: 0.3441 data_time: 0.0139 memory: 7601 loss: 0.5450 loss_cls: 0.1809 loss_bbox: 0.3641 2022/11/14 14:13:32 - mmengine - INFO - Epoch(train) [24][1000/8541] lr: 2.0571e-04 eta: 9:59:41 time: 0.3403 data_time: 0.0139 memory: 8103 loss: 0.5300 loss_cls: 0.1764 loss_bbox: 0.3536 2022/11/14 14:13:49 - mmengine - INFO - Epoch(train) [24][1050/8541] lr: 2.0561e-04 eta: 9:59:25 time: 0.3469 data_time: 0.0139 memory: 8290 loss: 0.5437 loss_cls: 0.1853 loss_bbox: 0.3584 2022/11/14 14:14:06 - mmengine - INFO - Epoch(train) [24][1100/8541] lr: 2.0552e-04 eta: 9:59:09 time: 0.3348 data_time: 0.0140 memory: 7278 loss: 0.5847 loss_cls: 0.2131 loss_bbox: 0.3717 2022/11/14 14:14:23 - mmengine - INFO - Epoch(train) [24][1150/8541] lr: 2.0542e-04 eta: 9:58:53 time: 0.3497 data_time: 0.0141 memory: 9051 loss: 0.5535 loss_cls: 0.1865 loss_bbox: 0.3670 2022/11/14 14:14:40 - mmengine - INFO - Epoch(train) [24][1200/8541] lr: 2.0533e-04 eta: 9:58:37 time: 0.3373 data_time: 0.0136 memory: 7816 loss: 0.5305 loss_cls: 0.1769 loss_bbox: 0.3536 2022/11/14 14:14:57 - mmengine - INFO - Epoch(train) [24][1250/8541] lr: 2.0523e-04 eta: 9:58:21 time: 0.3296 data_time: 0.0138 memory: 8181 loss: 0.5351 loss_cls: 0.1827 loss_bbox: 0.3524 2022/11/14 14:15:14 - mmengine - INFO - Epoch(train) [24][1300/8541] lr: 2.0514e-04 eta: 9:58:05 time: 0.3374 data_time: 0.0141 memory: 7416 loss: 0.5209 loss_cls: 0.1785 loss_bbox: 0.3425 2022/11/14 14:15:30 - mmengine - INFO - Epoch(train) [24][1350/8541] lr: 2.0504e-04 eta: 9:57:49 time: 0.3277 data_time: 0.0138 memory: 6993 loss: 0.5105 loss_cls: 0.1685 loss_bbox: 0.3420 2022/11/14 14:15:47 - mmengine - INFO - Epoch(train) [24][1400/8541] lr: 2.0495e-04 eta: 9:57:33 time: 0.3315 data_time: 0.0137 memory: 7558 loss: 0.5160 loss_cls: 0.1708 loss_bbox: 0.3453 2022/11/14 14:16:03 - mmengine - INFO - Epoch(train) [24][1450/8541] lr: 2.0485e-04 eta: 9:57:16 time: 0.3322 data_time: 0.0140 memory: 7814 loss: 0.5690 loss_cls: 0.2046 loss_bbox: 0.3644 2022/11/14 14:16:20 - mmengine - INFO - Epoch(train) [24][1500/8541] lr: 2.0476e-04 eta: 9:57:00 time: 0.3343 data_time: 0.0136 memory: 7713 loss: 0.5524 loss_cls: 0.1892 loss_bbox: 0.3632 2022/11/14 14:16:37 - mmengine - INFO - Epoch(train) [24][1550/8541] lr: 2.0466e-04 eta: 9:56:44 time: 0.3440 data_time: 0.0142 memory: 7433 loss: 0.5527 loss_cls: 0.1955 loss_bbox: 0.3572 2022/11/14 14:16:40 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 14:16:54 - mmengine - INFO - Epoch(train) [24][1600/8541] lr: 2.0457e-04 eta: 9:56:28 time: 0.3353 data_time: 0.0139 memory: 7449 loss: 0.5382 loss_cls: 0.1880 loss_bbox: 0.3503 2022/11/14 14:17:11 - mmengine - INFO - Epoch(train) [24][1650/8541] lr: 2.0447e-04 eta: 9:56:12 time: 0.3317 data_time: 0.0138 memory: 6996 loss: 0.5488 loss_cls: 0.1906 loss_bbox: 0.3582 2022/11/14 14:17:27 - mmengine - INFO - Epoch(train) [24][1700/8541] lr: 2.0438e-04 eta: 9:55:56 time: 0.3271 data_time: 0.0137 memory: 7772 loss: 0.5476 loss_cls: 0.1907 loss_bbox: 0.3569 2022/11/14 14:17:45 - mmengine - INFO - Epoch(train) [24][1750/8541] lr: 2.0428e-04 eta: 9:55:40 time: 0.3543 data_time: 0.0149 memory: 10649 loss: 0.6030 loss_cls: 0.2324 loss_bbox: 0.3706 2022/11/14 14:18:02 - mmengine - INFO - Epoch(train) [24][1800/8541] lr: 2.0419e-04 eta: 9:55:24 time: 0.3376 data_time: 0.0140 memory: 8979 loss: 0.5563 loss_cls: 0.1899 loss_bbox: 0.3664 2022/11/14 14:18:19 - mmengine - INFO - Epoch(train) [24][1850/8541] lr: 2.0409e-04 eta: 9:55:08 time: 0.3335 data_time: 0.0135 memory: 7139 loss: 0.5412 loss_cls: 0.1860 loss_bbox: 0.3552 2022/11/14 14:18:35 - mmengine - INFO - Epoch(train) [24][1900/8541] lr: 2.0399e-04 eta: 9:54:51 time: 0.3262 data_time: 0.0138 memory: 7153 loss: 0.5617 loss_cls: 0.2067 loss_bbox: 0.3549 2022/11/14 14:18:52 - mmengine - INFO - Epoch(train) [24][1950/8541] lr: 2.0390e-04 eta: 9:54:35 time: 0.3337 data_time: 0.0139 memory: 7104 loss: 0.5323 loss_cls: 0.1845 loss_bbox: 0.3479 2022/11/14 14:19:09 - mmengine - INFO - Epoch(train) [24][2000/8541] lr: 2.0380e-04 eta: 9:54:19 time: 0.3373 data_time: 0.0139 memory: 7633 loss: 0.5609 loss_cls: 0.1951 loss_bbox: 0.3659 2022/11/14 14:19:26 - mmengine - INFO - Epoch(train) [24][2050/8541] lr: 2.0371e-04 eta: 9:54:03 time: 0.3384 data_time: 0.0142 memory: 7584 loss: 0.5599 loss_cls: 0.1909 loss_bbox: 0.3690 2022/11/14 14:19:42 - mmengine - INFO - Epoch(train) [24][2100/8541] lr: 2.0361e-04 eta: 9:53:47 time: 0.3336 data_time: 0.0139 memory: 7785 loss: 0.5434 loss_cls: 0.1910 loss_bbox: 0.3524 2022/11/14 14:19:59 - mmengine - INFO - Epoch(train) [24][2150/8541] lr: 2.0351e-04 eta: 9:53:31 time: 0.3346 data_time: 0.0138 memory: 7427 loss: 0.5295 loss_cls: 0.1769 loss_bbox: 0.3526 2022/11/14 14:20:16 - mmengine - INFO - Epoch(train) [24][2200/8541] lr: 2.0342e-04 eta: 9:53:15 time: 0.3363 data_time: 0.0136 memory: 7327 loss: 0.5240 loss_cls: 0.1783 loss_bbox: 0.3457 2022/11/14 14:20:33 - mmengine - INFO - Epoch(train) [24][2250/8541] lr: 2.0332e-04 eta: 9:52:59 time: 0.3362 data_time: 0.0140 memory: 8811 loss: 0.5675 loss_cls: 0.2006 loss_bbox: 0.3670 2022/11/14 14:20:50 - mmengine - INFO - Epoch(train) [24][2300/8541] lr: 2.0322e-04 eta: 9:52:42 time: 0.3340 data_time: 0.0136 memory: 7671 loss: 0.5707 loss_cls: 0.1987 loss_bbox: 0.3720 2022/11/14 14:21:07 - mmengine - INFO - Epoch(train) [24][2350/8541] lr: 2.0313e-04 eta: 9:52:26 time: 0.3371 data_time: 0.0140 memory: 8898 loss: 0.5473 loss_cls: 0.1910 loss_bbox: 0.3563 2022/11/14 14:21:23 - mmengine - INFO - Epoch(train) [24][2400/8541] lr: 2.0303e-04 eta: 9:52:10 time: 0.3307 data_time: 0.0137 memory: 6864 loss: 0.5367 loss_cls: 0.1896 loss_bbox: 0.3470 2022/11/14 14:21:40 - mmengine - INFO - Epoch(train) [24][2450/8541] lr: 2.0293e-04 eta: 9:51:54 time: 0.3356 data_time: 0.0141 memory: 7130 loss: 0.5373 loss_cls: 0.1874 loss_bbox: 0.3499 2022/11/14 14:21:57 - mmengine - INFO - Epoch(train) [24][2500/8541] lr: 2.0284e-04 eta: 9:51:38 time: 0.3408 data_time: 0.0139 memory: 9470 loss: 0.5557 loss_cls: 0.1980 loss_bbox: 0.3577 2022/11/14 14:22:14 - mmengine - INFO - Epoch(train) [24][2550/8541] lr: 2.0274e-04 eta: 9:51:22 time: 0.3336 data_time: 0.0139 memory: 7668 loss: 0.5381 loss_cls: 0.1859 loss_bbox: 0.3521 2022/11/14 14:22:16 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 14:22:31 - mmengine - INFO - Epoch(train) [24][2600/8541] lr: 2.0264e-04 eta: 9:51:06 time: 0.3443 data_time: 0.0158 memory: 7055 loss: 0.5623 loss_cls: 0.2072 loss_bbox: 0.3551 2022/11/14 14:22:48 - mmengine - INFO - Epoch(train) [24][2650/8541] lr: 2.0255e-04 eta: 9:50:50 time: 0.3399 data_time: 0.0150 memory: 7431 loss: 0.5807 loss_cls: 0.2182 loss_bbox: 0.3625 2022/11/14 14:23:05 - mmengine - INFO - Epoch(train) [24][2700/8541] lr: 2.0245e-04 eta: 9:50:34 time: 0.3327 data_time: 0.0146 memory: 7043 loss: 0.5468 loss_cls: 0.1907 loss_bbox: 0.3561 2022/11/14 14:23:22 - mmengine - INFO - Epoch(train) [24][2750/8541] lr: 2.0235e-04 eta: 9:50:18 time: 0.3398 data_time: 0.0145 memory: 8187 loss: 0.5330 loss_cls: 0.1808 loss_bbox: 0.3522 2022/11/14 14:23:39 - mmengine - INFO - Epoch(train) [24][2800/8541] lr: 2.0226e-04 eta: 9:50:02 time: 0.3421 data_time: 0.0143 memory: 7841 loss: 0.5532 loss_cls: 0.1898 loss_bbox: 0.3635 2022/11/14 14:23:56 - mmengine - INFO - Epoch(train) [24][2850/8541] lr: 2.0216e-04 eta: 9:49:46 time: 0.3353 data_time: 0.0143 memory: 7402 loss: 0.5528 loss_cls: 0.1996 loss_bbox: 0.3532 2022/11/14 14:24:13 - mmengine - INFO - Epoch(train) [24][2900/8541] lr: 2.0206e-04 eta: 9:49:30 time: 0.3386 data_time: 0.0144 memory: 7790 loss: 0.5299 loss_cls: 0.1843 loss_bbox: 0.3455 2022/11/14 14:24:29 - mmengine - INFO - Epoch(train) [24][2950/8541] lr: 2.0196e-04 eta: 9:49:13 time: 0.3284 data_time: 0.0144 memory: 7003 loss: 0.5545 loss_cls: 0.2006 loss_bbox: 0.3539 2022/11/14 14:24:46 - mmengine - INFO - Epoch(train) [24][3000/8541] lr: 2.0187e-04 eta: 9:48:57 time: 0.3302 data_time: 0.0139 memory: 7697 loss: 0.5354 loss_cls: 0.1852 loss_bbox: 0.3502 2022/11/14 14:25:02 - mmengine - INFO - Epoch(train) [24][3050/8541] lr: 2.0177e-04 eta: 9:48:41 time: 0.3262 data_time: 0.0141 memory: 7125 loss: 0.5375 loss_cls: 0.1848 loss_bbox: 0.3528 2022/11/14 14:25:19 - mmengine - INFO - Epoch(train) [24][3100/8541] lr: 2.0167e-04 eta: 9:48:24 time: 0.3368 data_time: 0.0143 memory: 7168 loss: 0.5392 loss_cls: 0.1834 loss_bbox: 0.3557 2022/11/14 14:25:36 - mmengine - INFO - Epoch(train) [24][3150/8541] lr: 2.0157e-04 eta: 9:48:08 time: 0.3334 data_time: 0.0144 memory: 6979 loss: 0.5551 loss_cls: 0.1892 loss_bbox: 0.3659 2022/11/14 14:25:52 - mmengine - INFO - Epoch(train) [24][3200/8541] lr: 2.0148e-04 eta: 9:47:52 time: 0.3297 data_time: 0.0144 memory: 7832 loss: 0.5561 loss_cls: 0.1983 loss_bbox: 0.3578 2022/11/14 14:26:09 - mmengine - INFO - Epoch(train) [24][3250/8541] lr: 2.0138e-04 eta: 9:47:36 time: 0.3322 data_time: 0.0140 memory: 8421 loss: 0.5329 loss_cls: 0.1850 loss_bbox: 0.3479 2022/11/14 14:26:26 - mmengine - INFO - Epoch(train) [24][3300/8541] lr: 2.0128e-04 eta: 9:47:20 time: 0.3354 data_time: 0.0143 memory: 6943 loss: 0.5471 loss_cls: 0.1928 loss_bbox: 0.3542 2022/11/14 14:26:43 - mmengine - INFO - Epoch(train) [24][3350/8541] lr: 2.0118e-04 eta: 9:47:04 time: 0.3408 data_time: 0.0147 memory: 7671 loss: 0.5547 loss_cls: 0.1915 loss_bbox: 0.3632 2022/11/14 14:27:00 - mmengine - INFO - Epoch(train) [24][3400/8541] lr: 2.0108e-04 eta: 9:46:48 time: 0.3410 data_time: 0.0142 memory: 8056 loss: 0.5598 loss_cls: 0.1958 loss_bbox: 0.3641 2022/11/14 14:27:17 - mmengine - INFO - Epoch(train) [24][3450/8541] lr: 2.0099e-04 eta: 9:46:31 time: 0.3321 data_time: 0.0141 memory: 7184 loss: 0.6092 loss_cls: 0.2293 loss_bbox: 0.3799 2022/11/14 14:27:34 - mmengine - INFO - Epoch(train) [24][3500/8541] lr: 2.0089e-04 eta: 9:46:16 time: 0.3429 data_time: 0.0145 memory: 7336 loss: 0.5272 loss_cls: 0.1751 loss_bbox: 0.3520 2022/11/14 14:27:50 - mmengine - INFO - Epoch(train) [24][3550/8541] lr: 2.0079e-04 eta: 9:45:59 time: 0.3320 data_time: 0.0139 memory: 7964 loss: 0.5539 loss_cls: 0.1925 loss_bbox: 0.3615 2022/11/14 14:27:53 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 14:28:07 - mmengine - INFO - Epoch(train) [24][3600/8541] lr: 2.0069e-04 eta: 9:45:43 time: 0.3336 data_time: 0.0143 memory: 7069 loss: 0.5400 loss_cls: 0.1951 loss_bbox: 0.3450 2022/11/14 14:28:24 - mmengine - INFO - Epoch(train) [24][3650/8541] lr: 2.0059e-04 eta: 9:45:27 time: 0.3328 data_time: 0.0147 memory: 8096 loss: 0.5445 loss_cls: 0.1888 loss_bbox: 0.3556 2022/11/14 14:28:41 - mmengine - INFO - Epoch(train) [24][3700/8541] lr: 2.0049e-04 eta: 9:45:11 time: 0.3397 data_time: 0.0144 memory: 7764 loss: 0.5484 loss_cls: 0.1866 loss_bbox: 0.3618 2022/11/14 14:28:58 - mmengine - INFO - Epoch(train) [24][3750/8541] lr: 2.0039e-04 eta: 9:44:55 time: 0.3331 data_time: 0.0145 memory: 7108 loss: 0.5455 loss_cls: 0.1895 loss_bbox: 0.3560 2022/11/14 14:29:15 - mmengine - INFO - Epoch(train) [24][3800/8541] lr: 2.0030e-04 eta: 9:44:39 time: 0.3558 data_time: 0.0148 memory: 7574 loss: 0.5455 loss_cls: 0.1842 loss_bbox: 0.3612 2022/11/14 14:29:32 - mmengine - INFO - Epoch(train) [24][3850/8541] lr: 2.0020e-04 eta: 9:44:23 time: 0.3342 data_time: 0.0142 memory: 7209 loss: 0.5520 loss_cls: 0.1908 loss_bbox: 0.3612 2022/11/14 14:29:50 - mmengine - INFO - Epoch(train) [24][3900/8541] lr: 2.0010e-04 eta: 9:44:07 time: 0.3502 data_time: 0.0153 memory: 7931 loss: 0.5360 loss_cls: 0.1858 loss_bbox: 0.3502 2022/11/14 14:30:07 - mmengine - INFO - Epoch(train) [24][3950/8541] lr: 2.0000e-04 eta: 9:43:51 time: 0.3372 data_time: 0.0141 memory: 7570 loss: 0.5290 loss_cls: 0.1832 loss_bbox: 0.3458 2022/11/14 14:30:24 - mmengine - INFO - Epoch(train) [24][4000/8541] lr: 1.9990e-04 eta: 9:43:35 time: 0.3375 data_time: 0.0140 memory: 7279 loss: 0.5931 loss_cls: 0.2266 loss_bbox: 0.3664 2022/11/14 14:30:41 - mmengine - INFO - Epoch(train) [24][4050/8541] lr: 1.9980e-04 eta: 9:43:19 time: 0.3414 data_time: 0.0143 memory: 7870 loss: 0.5770 loss_cls: 0.2118 loss_bbox: 0.3652 2022/11/14 14:30:58 - mmengine - INFO - Epoch(train) [24][4100/8541] lr: 1.9970e-04 eta: 9:43:03 time: 0.3381 data_time: 0.0152 memory: 7994 loss: 0.5381 loss_cls: 0.1913 loss_bbox: 0.3468 2022/11/14 14:31:15 - mmengine - INFO - Epoch(train) [24][4150/8541] lr: 1.9960e-04 eta: 9:42:47 time: 0.3378 data_time: 0.0135 memory: 8515 loss: 0.5467 loss_cls: 0.1890 loss_bbox: 0.3578 2022/11/14 14:31:31 - mmengine - INFO - Epoch(train) [24][4200/8541] lr: 1.9950e-04 eta: 9:42:31 time: 0.3293 data_time: 0.0138 memory: 7204 loss: 0.5435 loss_cls: 0.1842 loss_bbox: 0.3593 2022/11/14 14:31:48 - mmengine - INFO - Epoch(train) [24][4250/8541] lr: 1.9940e-04 eta: 9:42:15 time: 0.3379 data_time: 0.0142 memory: 7353 loss: 0.5720 loss_cls: 0.2044 loss_bbox: 0.3675 2022/11/14 14:32:05 - mmengine - INFO - Epoch(train) [24][4300/8541] lr: 1.9931e-04 eta: 9:41:58 time: 0.3369 data_time: 0.0137 memory: 7493 loss: 0.5508 loss_cls: 0.1841 loss_bbox: 0.3667 2022/11/14 14:32:22 - mmengine - INFO - Epoch(train) [24][4350/8541] lr: 1.9921e-04 eta: 9:41:42 time: 0.3356 data_time: 0.0139 memory: 7045 loss: 0.5644 loss_cls: 0.1970 loss_bbox: 0.3673 2022/11/14 14:32:38 - mmengine - INFO - Epoch(train) [24][4400/8541] lr: 1.9911e-04 eta: 9:41:26 time: 0.3339 data_time: 0.0136 memory: 7421 loss: 0.5450 loss_cls: 0.1935 loss_bbox: 0.3515 2022/11/14 14:32:56 - mmengine - INFO - Epoch(train) [24][4450/8541] lr: 1.9901e-04 eta: 9:41:10 time: 0.3410 data_time: 0.0134 memory: 7345 loss: 0.5391 loss_cls: 0.1818 loss_bbox: 0.3573 2022/11/14 14:33:12 - mmengine - INFO - Epoch(train) [24][4500/8541] lr: 1.9891e-04 eta: 9:40:54 time: 0.3315 data_time: 0.0135 memory: 7561 loss: 0.5223 loss_cls: 0.1782 loss_bbox: 0.3441 2022/11/14 14:33:28 - mmengine - INFO - Epoch(train) [24][4550/8541] lr: 1.9881e-04 eta: 9:40:38 time: 0.3256 data_time: 0.0136 memory: 6981 loss: 0.5516 loss_cls: 0.1880 loss_bbox: 0.3635 2022/11/14 14:33:31 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 14:33:45 - mmengine - INFO - Epoch(train) [24][4600/8541] lr: 1.9871e-04 eta: 9:40:21 time: 0.3300 data_time: 0.0137 memory: 7324 loss: 0.5524 loss_cls: 0.1938 loss_bbox: 0.3586 2022/11/14 14:34:01 - mmengine - INFO - Epoch(train) [24][4650/8541] lr: 1.9861e-04 eta: 9:40:05 time: 0.3287 data_time: 0.0138 memory: 6643 loss: 0.5589 loss_cls: 0.1970 loss_bbox: 0.3619 2022/11/14 14:34:18 - mmengine - INFO - Epoch(train) [24][4700/8541] lr: 1.9851e-04 eta: 9:39:49 time: 0.3349 data_time: 0.0137 memory: 7522 loss: 0.5412 loss_cls: 0.1794 loss_bbox: 0.3618 2022/11/14 14:34:35 - mmengine - INFO - Epoch(train) [24][4750/8541] lr: 1.9841e-04 eta: 9:39:33 time: 0.3348 data_time: 0.0137 memory: 7170 loss: 0.5336 loss_cls: 0.1862 loss_bbox: 0.3474 2022/11/14 14:34:52 - mmengine - INFO - Epoch(train) [24][4800/8541] lr: 1.9831e-04 eta: 9:39:17 time: 0.3365 data_time: 0.0143 memory: 7434 loss: 0.5174 loss_cls: 0.1798 loss_bbox: 0.3375 2022/11/14 14:35:09 - mmengine - INFO - Epoch(train) [24][4850/8541] lr: 1.9821e-04 eta: 9:39:01 time: 0.3407 data_time: 0.0136 memory: 7817 loss: 0.5538 loss_cls: 0.1972 loss_bbox: 0.3566 2022/11/14 14:35:26 - mmengine - INFO - Epoch(train) [24][4900/8541] lr: 1.9811e-04 eta: 9:38:44 time: 0.3331 data_time: 0.0136 memory: 7473 loss: 0.5349 loss_cls: 0.1866 loss_bbox: 0.3483 2022/11/14 14:35:43 - mmengine - INFO - Epoch(train) [24][4950/8541] lr: 1.9801e-04 eta: 9:38:28 time: 0.3375 data_time: 0.0134 memory: 7910 loss: 0.5209 loss_cls: 0.1770 loss_bbox: 0.3439 2022/11/14 14:35:59 - mmengine - INFO - Epoch(train) [24][5000/8541] lr: 1.9791e-04 eta: 9:38:12 time: 0.3276 data_time: 0.0135 memory: 6961 loss: 0.5405 loss_cls: 0.1881 loss_bbox: 0.3523 2022/11/14 14:36:16 - mmengine - INFO - Epoch(train) [24][5050/8541] lr: 1.9781e-04 eta: 9:37:56 time: 0.3309 data_time: 0.0135 memory: 7499 loss: 0.5441 loss_cls: 0.1829 loss_bbox: 0.3612 2022/11/14 14:36:32 - mmengine - INFO - Epoch(train) [24][5100/8541] lr: 1.9771e-04 eta: 9:37:39 time: 0.3294 data_time: 0.0137 memory: 6737 loss: 0.5592 loss_cls: 0.1963 loss_bbox: 0.3629 2022/11/14 14:36:49 - mmengine - INFO - Epoch(train) [24][5150/8541] lr: 1.9761e-04 eta: 9:37:23 time: 0.3367 data_time: 0.0133 memory: 8857 loss: 0.5533 loss_cls: 0.1937 loss_bbox: 0.3596 2022/11/14 14:37:06 - mmengine - INFO - Epoch(train) [24][5200/8541] lr: 1.9750e-04 eta: 9:37:07 time: 0.3305 data_time: 0.0136 memory: 7837 loss: 0.5538 loss_cls: 0.1964 loss_bbox: 0.3574 2022/11/14 14:37:23 - mmengine - INFO - Epoch(train) [24][5250/8541] lr: 1.9740e-04 eta: 9:36:51 time: 0.3402 data_time: 0.0136 memory: 8020 loss: 0.5346 loss_cls: 0.1813 loss_bbox: 0.3533 2022/11/14 14:37:40 - mmengine - INFO - Epoch(train) [24][5300/8541] lr: 1.9730e-04 eta: 9:36:35 time: 0.3381 data_time: 0.0135 memory: 8192 loss: 0.5173 loss_cls: 0.1789 loss_bbox: 0.3383 2022/11/14 14:37:57 - mmengine - INFO - Epoch(train) [24][5350/8541] lr: 1.9720e-04 eta: 9:36:19 time: 0.3381 data_time: 0.0139 memory: 7678 loss: 0.5217 loss_cls: 0.1731 loss_bbox: 0.3486 2022/11/14 14:38:13 - mmengine - INFO - Epoch(train) [24][5400/8541] lr: 1.9710e-04 eta: 9:36:02 time: 0.3294 data_time: 0.0134 memory: 8277 loss: 0.5717 loss_cls: 0.2038 loss_bbox: 0.3679 2022/11/14 14:38:30 - mmengine - INFO - Epoch(train) [24][5450/8541] lr: 1.9700e-04 eta: 9:35:46 time: 0.3308 data_time: 0.0134 memory: 7227 loss: 0.5518 loss_cls: 0.1963 loss_bbox: 0.3555 2022/11/14 14:38:46 - mmengine - INFO - Epoch(train) [24][5500/8541] lr: 1.9690e-04 eta: 9:35:30 time: 0.3283 data_time: 0.0138 memory: 7114 loss: 0.5596 loss_cls: 0.1970 loss_bbox: 0.3626 2022/11/14 14:39:03 - mmengine - INFO - Epoch(train) [24][5550/8541] lr: 1.9680e-04 eta: 9:35:14 time: 0.3313 data_time: 0.0136 memory: 7056 loss: 0.5302 loss_cls: 0.1863 loss_bbox: 0.3438 2022/11/14 14:39:05 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 14:39:20 - mmengine - INFO - Epoch(train) [24][5600/8541] lr: 1.9670e-04 eta: 9:34:57 time: 0.3370 data_time: 0.0132 memory: 7374 loss: 0.5389 loss_cls: 0.1870 loss_bbox: 0.3519 2022/11/14 14:39:37 - mmengine - INFO - Epoch(train) [24][5650/8541] lr: 1.9660e-04 eta: 9:34:42 time: 0.3430 data_time: 0.0132 memory: 8657 loss: 0.5262 loss_cls: 0.1736 loss_bbox: 0.3526 2022/11/14 14:39:54 - mmengine - INFO - Epoch(train) [24][5700/8541] lr: 1.9649e-04 eta: 9:34:26 time: 0.3412 data_time: 0.0138 memory: 7688 loss: 0.5452 loss_cls: 0.1909 loss_bbox: 0.3543 2022/11/14 14:40:11 - mmengine - INFO - Epoch(train) [24][5750/8541] lr: 1.9639e-04 eta: 9:34:09 time: 0.3378 data_time: 0.0132 memory: 8121 loss: 0.5533 loss_cls: 0.1888 loss_bbox: 0.3645 2022/11/14 14:40:27 - mmengine - INFO - Epoch(train) [24][5800/8541] lr: 1.9629e-04 eta: 9:33:53 time: 0.3276 data_time: 0.0136 memory: 7170 loss: 0.5300 loss_cls: 0.1845 loss_bbox: 0.3456 2022/11/14 14:40:44 - mmengine - INFO - Epoch(train) [24][5850/8541] lr: 1.9619e-04 eta: 9:33:37 time: 0.3357 data_time: 0.0133 memory: 8291 loss: 0.5172 loss_cls: 0.1681 loss_bbox: 0.3491 2022/11/14 14:41:01 - mmengine - INFO - Epoch(train) [24][5900/8541] lr: 1.9609e-04 eta: 9:33:21 time: 0.3367 data_time: 0.0133 memory: 8650 loss: 0.5267 loss_cls: 0.1756 loss_bbox: 0.3512 2022/11/14 14:41:18 - mmengine - INFO - Epoch(train) [24][5950/8541] lr: 1.9599e-04 eta: 9:33:05 time: 0.3392 data_time: 0.0135 memory: 7802 loss: 0.5630 loss_cls: 0.2039 loss_bbox: 0.3591 2022/11/14 14:41:34 - mmengine - INFO - Epoch(train) [24][6000/8541] lr: 1.9588e-04 eta: 9:32:48 time: 0.3215 data_time: 0.0133 memory: 6906 loss: 0.5237 loss_cls: 0.1799 loss_bbox: 0.3438 2022/11/14 14:41:51 - mmengine - INFO - Epoch(train) [24][6050/8541] lr: 1.9578e-04 eta: 9:32:32 time: 0.3347 data_time: 0.0134 memory: 7147 loss: 0.5469 loss_cls: 0.1925 loss_bbox: 0.3545 2022/11/14 14:42:07 - mmengine - INFO - Epoch(train) [24][6100/8541] lr: 1.9568e-04 eta: 9:32:16 time: 0.3273 data_time: 0.0134 memory: 7031 loss: 0.5481 loss_cls: 0.1920 loss_bbox: 0.3561 2022/11/14 14:42:24 - mmengine - INFO - Epoch(train) [24][6150/8541] lr: 1.9558e-04 eta: 9:32:00 time: 0.3396 data_time: 0.0133 memory: 7592 loss: 0.5305 loss_cls: 0.1753 loss_bbox: 0.3552 2022/11/14 14:42:41 - mmengine - INFO - Epoch(train) [24][6200/8541] lr: 1.9548e-04 eta: 9:31:44 time: 0.3361 data_time: 0.0130 memory: 7871 loss: 0.5420 loss_cls: 0.1898 loss_bbox: 0.3522 2022/11/14 14:42:58 - mmengine - INFO - Epoch(train) [24][6250/8541] lr: 1.9537e-04 eta: 9:31:27 time: 0.3352 data_time: 0.0126 memory: 7648 loss: 0.5368 loss_cls: 0.1777 loss_bbox: 0.3591 2022/11/14 14:43:14 - mmengine - INFO - Epoch(train) [24][6300/8541] lr: 1.9527e-04 eta: 9:31:11 time: 0.3278 data_time: 0.0132 memory: 7278 loss: 0.5257 loss_cls: 0.1836 loss_bbox: 0.3421 2022/11/14 14:43:31 - mmengine - INFO - Epoch(train) [24][6350/8541] lr: 1.9517e-04 eta: 9:30:55 time: 0.3367 data_time: 0.0130 memory: 7850 loss: 0.5417 loss_cls: 0.1836 loss_bbox: 0.3581 2022/11/14 14:43:48 - mmengine - INFO - Epoch(train) [24][6400/8541] lr: 1.9507e-04 eta: 9:30:39 time: 0.3404 data_time: 0.0135 memory: 7321 loss: 0.5668 loss_cls: 0.2054 loss_bbox: 0.3613 2022/11/14 14:44:05 - mmengine - INFO - Epoch(train) [24][6450/8541] lr: 1.9497e-04 eta: 9:30:23 time: 0.3306 data_time: 0.0132 memory: 7031 loss: 0.5383 loss_cls: 0.1894 loss_bbox: 0.3489 2022/11/14 14:44:22 - mmengine - INFO - Epoch(train) [24][6500/8541] lr: 1.9486e-04 eta: 9:30:06 time: 0.3311 data_time: 0.0133 memory: 7692 loss: 0.5381 loss_cls: 0.1840 loss_bbox: 0.3541 2022/11/14 14:44:38 - mmengine - INFO - Epoch(train) [24][6550/8541] lr: 1.9476e-04 eta: 9:29:50 time: 0.3299 data_time: 0.0135 memory: 7081 loss: 0.5246 loss_cls: 0.1779 loss_bbox: 0.3467 2022/11/14 14:44:40 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 14:44:55 - mmengine - INFO - Epoch(train) [24][6600/8541] lr: 1.9466e-04 eta: 9:29:34 time: 0.3320 data_time: 0.0131 memory: 7515 loss: 0.5321 loss_cls: 0.1756 loss_bbox: 0.3565 2022/11/14 14:45:12 - mmengine - INFO - Epoch(train) [24][6650/8541] lr: 1.9456e-04 eta: 9:29:18 time: 0.3376 data_time: 0.0143 memory: 7073 loss: 0.5403 loss_cls: 0.1880 loss_bbox: 0.3522 2022/11/14 14:45:29 - mmengine - INFO - Epoch(train) [24][6700/8541] lr: 1.9445e-04 eta: 9:29:02 time: 0.3525 data_time: 0.0143 memory: 8940 loss: 0.5219 loss_cls: 0.1712 loss_bbox: 0.3507 2022/11/14 14:45:46 - mmengine - INFO - Epoch(train) [24][6750/8541] lr: 1.9435e-04 eta: 9:28:46 time: 0.3285 data_time: 0.0138 memory: 7307 loss: 0.5343 loss_cls: 0.1868 loss_bbox: 0.3475 2022/11/14 14:46:03 - mmengine - INFO - Epoch(train) [24][6800/8541] lr: 1.9425e-04 eta: 9:28:30 time: 0.3339 data_time: 0.0136 memory: 7577 loss: 0.5376 loss_cls: 0.1834 loss_bbox: 0.3543 2022/11/14 14:46:19 - mmengine - INFO - Epoch(train) [24][6850/8541] lr: 1.9414e-04 eta: 9:28:13 time: 0.3376 data_time: 0.0135 memory: 7107 loss: 0.5251 loss_cls: 0.1773 loss_bbox: 0.3478 2022/11/14 14:46:36 - mmengine - INFO - Epoch(train) [24][6900/8541] lr: 1.9404e-04 eta: 9:27:57 time: 0.3299 data_time: 0.0136 memory: 7808 loss: 0.5566 loss_cls: 0.1983 loss_bbox: 0.3583 2022/11/14 14:46:53 - mmengine - INFO - Epoch(train) [24][6950/8541] lr: 1.9394e-04 eta: 9:27:41 time: 0.3338 data_time: 0.0137 memory: 7956 loss: 0.5550 loss_cls: 0.2010 loss_bbox: 0.3540 2022/11/14 14:47:10 - mmengine - INFO - Epoch(train) [24][7000/8541] lr: 1.9384e-04 eta: 9:27:25 time: 0.3355 data_time: 0.0137 memory: 8278 loss: 0.5212 loss_cls: 0.1759 loss_bbox: 0.3453 2022/11/14 14:47:27 - mmengine - INFO - Epoch(train) [24][7050/8541] lr: 1.9373e-04 eta: 9:27:09 time: 0.3374 data_time: 0.0136 memory: 7359 loss: 0.5204 loss_cls: 0.1734 loss_bbox: 0.3470 2022/11/14 14:47:43 - mmengine - INFO - Epoch(train) [24][7100/8541] lr: 1.9363e-04 eta: 9:26:53 time: 0.3373 data_time: 0.0139 memory: 7631 loss: 0.5483 loss_cls: 0.1924 loss_bbox: 0.3559 2022/11/14 14:48:00 - mmengine - INFO - Epoch(train) [24][7150/8541] lr: 1.9353e-04 eta: 9:26:37 time: 0.3381 data_time: 0.0137 memory: 7582 loss: 0.5564 loss_cls: 0.1927 loss_bbox: 0.3638 2022/11/14 14:48:17 - mmengine - INFO - Epoch(train) [24][7200/8541] lr: 1.9342e-04 eta: 9:26:20 time: 0.3223 data_time: 0.0138 memory: 7597 loss: 0.5753 loss_cls: 0.2079 loss_bbox: 0.3674 2022/11/14 14:48:34 - mmengine - INFO - Epoch(train) [24][7250/8541] lr: 1.9332e-04 eta: 9:26:04 time: 0.3413 data_time: 0.0138 memory: 7963 loss: 0.5729 loss_cls: 0.2066 loss_bbox: 0.3663 2022/11/14 14:48:51 - mmengine - INFO - Epoch(train) [24][7300/8541] lr: 1.9322e-04 eta: 9:25:48 time: 0.3472 data_time: 0.0134 memory: 8405 loss: 0.5460 loss_cls: 0.1884 loss_bbox: 0.3576 2022/11/14 14:49:08 - mmengine - INFO - Epoch(train) [24][7350/8541] lr: 1.9311e-04 eta: 9:25:32 time: 0.3393 data_time: 0.0134 memory: 8752 loss: 0.5104 loss_cls: 0.1709 loss_bbox: 0.3395 2022/11/14 14:49:25 - mmengine - INFO - Epoch(train) [24][7400/8541] lr: 1.9301e-04 eta: 9:25:16 time: 0.3428 data_time: 0.0138 memory: 7344 loss: 0.5269 loss_cls: 0.1763 loss_bbox: 0.3506 2022/11/14 14:49:42 - mmengine - INFO - Epoch(train) [24][7450/8541] lr: 1.9290e-04 eta: 9:25:00 time: 0.3339 data_time: 0.0136 memory: 7309 loss: 0.5243 loss_cls: 0.1770 loss_bbox: 0.3473 2022/11/14 14:49:59 - mmengine - INFO - Epoch(train) [24][7500/8541] lr: 1.9280e-04 eta: 9:24:44 time: 0.3368 data_time: 0.0140 memory: 7118 loss: 0.5792 loss_cls: 0.2094 loss_bbox: 0.3698 2022/11/14 14:50:15 - mmengine - INFO - Epoch(train) [24][7550/8541] lr: 1.9270e-04 eta: 9:24:28 time: 0.3292 data_time: 0.0134 memory: 7208 loss: 0.5207 loss_cls: 0.1776 loss_bbox: 0.3430 2022/11/14 14:50:18 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 14:50:32 - mmengine - INFO - Epoch(train) [24][7600/8541] lr: 1.9259e-04 eta: 9:24:11 time: 0.3236 data_time: 0.0132 memory: 7101 loss: 0.5144 loss_cls: 0.1709 loss_bbox: 0.3435 2022/11/14 14:50:48 - mmengine - INFO - Epoch(train) [24][7650/8541] lr: 1.9249e-04 eta: 9:23:55 time: 0.3361 data_time: 0.0136 memory: 7347 loss: 0.5103 loss_cls: 0.1676 loss_bbox: 0.3427 2022/11/14 14:51:05 - mmengine - INFO - Epoch(train) [24][7700/8541] lr: 1.9239e-04 eta: 9:23:39 time: 0.3306 data_time: 0.0134 memory: 7509 loss: 0.5457 loss_cls: 0.1919 loss_bbox: 0.3538 2022/11/14 14:51:22 - mmengine - INFO - Epoch(train) [24][7750/8541] lr: 1.9228e-04 eta: 9:23:22 time: 0.3317 data_time: 0.0133 memory: 7307 loss: 0.5296 loss_cls: 0.1783 loss_bbox: 0.3513 2022/11/14 14:51:38 - mmengine - INFO - Epoch(train) [24][7800/8541] lr: 1.9218e-04 eta: 9:23:06 time: 0.3350 data_time: 0.0138 memory: 8686 loss: 0.5386 loss_cls: 0.1776 loss_bbox: 0.3610 2022/11/14 14:51:55 - mmengine - INFO - Epoch(train) [24][7850/8541] lr: 1.9207e-04 eta: 9:22:50 time: 0.3364 data_time: 0.0135 memory: 8596 loss: 0.6429 loss_cls: 0.2420 loss_bbox: 0.4009 2022/11/14 14:52:12 - mmengine - INFO - Epoch(train) [24][7900/8541] lr: 1.9197e-04 eta: 9:22:34 time: 0.3308 data_time: 0.0138 memory: 7635 loss: 0.6261 loss_cls: 0.2390 loss_bbox: 0.3871 2022/11/14 14:52:29 - mmengine - INFO - Epoch(train) [24][7950/8541] lr: 1.9186e-04 eta: 9:22:18 time: 0.3312 data_time: 0.0133 memory: 8512 loss: 0.5852 loss_cls: 0.2174 loss_bbox: 0.3678 2022/11/14 14:52:45 - mmengine - INFO - Epoch(train) [24][8000/8541] lr: 1.9176e-04 eta: 9:22:01 time: 0.3260 data_time: 0.0131 memory: 7075 loss: 0.5811 loss_cls: 0.2087 loss_bbox: 0.3724 2022/11/14 14:53:01 - mmengine - INFO - Epoch(train) [24][8050/8541] lr: 1.9166e-04 eta: 9:21:45 time: 0.3279 data_time: 0.0137 memory: 7163 loss: 0.5455 loss_cls: 0.1916 loss_bbox: 0.3539 2022/11/14 14:53:18 - mmengine - INFO - Epoch(train) [24][8100/8541] lr: 1.9155e-04 eta: 9:21:29 time: 0.3387 data_time: 0.0139 memory: 7915 loss: 0.5717 loss_cls: 0.2066 loss_bbox: 0.3651 2022/11/14 14:53:35 - mmengine - INFO - Epoch(train) [24][8150/8541] lr: 1.9145e-04 eta: 9:21:13 time: 0.3388 data_time: 0.0136 memory: 7795 loss: 0.5728 loss_cls: 0.2064 loss_bbox: 0.3664 2022/11/14 14:53:52 - mmengine - INFO - Epoch(train) [24][8200/8541] lr: 1.9134e-04 eta: 9:20:56 time: 0.3269 data_time: 0.0136 memory: 7013 loss: 0.5585 loss_cls: 0.1984 loss_bbox: 0.3602 2022/11/14 14:54:08 - mmengine - INFO - Epoch(train) [24][8250/8541] lr: 1.9124e-04 eta: 9:20:40 time: 0.3297 data_time: 0.0132 memory: 7661 loss: 0.5318 loss_cls: 0.1862 loss_bbox: 0.3456 2022/11/14 14:54:25 - mmengine - INFO - Epoch(train) [24][8300/8541] lr: 1.9113e-04 eta: 9:20:24 time: 0.3365 data_time: 0.0133 memory: 7215 loss: 0.5399 loss_cls: 0.1850 loss_bbox: 0.3549 2022/11/14 14:54:42 - mmengine - INFO - Epoch(train) [24][8350/8541] lr: 1.9103e-04 eta: 9:20:08 time: 0.3360 data_time: 0.0135 memory: 8022 loss: 0.5372 loss_cls: 0.1824 loss_bbox: 0.3548 2022/11/14 14:54:59 - mmengine - INFO - Epoch(train) [24][8400/8541] lr: 1.9092e-04 eta: 9:19:52 time: 0.3360 data_time: 0.0132 memory: 7511 loss: 0.5306 loss_cls: 0.1754 loss_bbox: 0.3552 2022/11/14 14:55:16 - mmengine - INFO - Epoch(train) [24][8450/8541] lr: 1.9082e-04 eta: 9:19:35 time: 0.3367 data_time: 0.0137 memory: 8019 loss: 0.5372 loss_cls: 0.1864 loss_bbox: 0.3508 2022/11/14 14:55:32 - mmengine - INFO - Epoch(train) [24][8500/8541] lr: 1.9071e-04 eta: 9:19:19 time: 0.3335 data_time: 0.0130 memory: 7839 loss: 0.5282 loss_cls: 0.1808 loss_bbox: 0.3474 2022/11/14 14:55:46 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 14:55:46 - mmengine - INFO - Saving checkpoint at 24 epochs 2022/11/14 14:55:54 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 14:56:05 - mmengine - INFO - Epoch(train) [25][50/8541] lr: 1.9052e-04 eta: 9:18:50 time: 0.3507 data_time: 0.0267 memory: 7231 loss: 0.5359 loss_cls: 0.1871 loss_bbox: 0.3488 2022/11/14 14:56:22 - mmengine - INFO - Epoch(train) [25][100/8541] lr: 1.9042e-04 eta: 9:18:34 time: 0.3329 data_time: 0.0136 memory: 7180 loss: 0.5350 loss_cls: 0.1821 loss_bbox: 0.3528 2022/11/14 14:56:39 - mmengine - INFO - Epoch(train) [25][150/8541] lr: 1.9031e-04 eta: 9:18:18 time: 0.3367 data_time: 0.0136 memory: 7344 loss: 0.5396 loss_cls: 0.1802 loss_bbox: 0.3594 2022/11/14 14:57:09 - mmengine - INFO - Epoch(train) [25][200/8541] lr: 1.9021e-04 eta: 9:18:08 time: 0.6128 data_time: 0.2774 memory: 8194 loss: 0.5337 loss_cls: 0.1810 loss_bbox: 0.3527 2022/11/14 14:57:26 - mmengine - INFO - Epoch(train) [25][250/8541] lr: 1.9010e-04 eta: 9:17:52 time: 0.3368 data_time: 0.0139 memory: 7491 loss: 0.5445 loss_cls: 0.1951 loss_bbox: 0.3494 2022/11/14 14:57:44 - mmengine - INFO - Epoch(train) [25][300/8541] lr: 1.9000e-04 eta: 9:17:36 time: 0.3476 data_time: 0.0136 memory: 10538 loss: 0.5435 loss_cls: 0.1820 loss_bbox: 0.3615 2022/11/14 14:58:01 - mmengine - INFO - Epoch(train) [25][350/8541] lr: 1.8989e-04 eta: 9:17:20 time: 0.3376 data_time: 0.0137 memory: 8290 loss: 0.5393 loss_cls: 0.1883 loss_bbox: 0.3510 2022/11/14 14:58:17 - mmengine - INFO - Epoch(train) [25][400/8541] lr: 1.8978e-04 eta: 9:17:04 time: 0.3329 data_time: 0.0135 memory: 6890 loss: 0.5235 loss_cls: 0.1782 loss_bbox: 0.3453 2022/11/14 14:58:34 - mmengine - INFO - Epoch(train) [25][450/8541] lr: 1.8968e-04 eta: 9:16:48 time: 0.3399 data_time: 0.0138 memory: 7952 loss: 0.5394 loss_cls: 0.1827 loss_bbox: 0.3567 2022/11/14 14:58:51 - mmengine - INFO - Epoch(train) [25][500/8541] lr: 1.8957e-04 eta: 9:16:32 time: 0.3324 data_time: 0.0138 memory: 8292 loss: 0.5434 loss_cls: 0.1840 loss_bbox: 0.3594 2022/11/14 14:59:07 - mmengine - INFO - Epoch(train) [25][550/8541] lr: 1.8947e-04 eta: 9:16:15 time: 0.3255 data_time: 0.0136 memory: 7436 loss: 0.5401 loss_cls: 0.1813 loss_bbox: 0.3587 2022/11/14 14:59:24 - mmengine - INFO - Epoch(train) [25][600/8541] lr: 1.8936e-04 eta: 9:15:59 time: 0.3333 data_time: 0.0133 memory: 7446 loss: 0.5185 loss_cls: 0.1704 loss_bbox: 0.3481 2022/11/14 14:59:41 - mmengine - INFO - Epoch(train) [25][650/8541] lr: 1.8926e-04 eta: 9:15:43 time: 0.3351 data_time: 0.0135 memory: 7584 loss: 0.4944 loss_cls: 0.1609 loss_bbox: 0.3334 2022/11/14 14:59:58 - mmengine - INFO - Epoch(train) [25][700/8541] lr: 1.8915e-04 eta: 9:15:27 time: 0.3327 data_time: 0.0136 memory: 7688 loss: 0.5118 loss_cls: 0.1740 loss_bbox: 0.3377 2022/11/14 15:00:14 - mmengine - INFO - Epoch(train) [25][750/8541] lr: 1.8904e-04 eta: 9:15:10 time: 0.3248 data_time: 0.0138 memory: 7386 loss: 0.5427 loss_cls: 0.1926 loss_bbox: 0.3501 2022/11/14 15:00:31 - mmengine - INFO - Epoch(train) [25][800/8541] lr: 1.8894e-04 eta: 9:14:54 time: 0.3322 data_time: 0.0139 memory: 8299 loss: 0.5208 loss_cls: 0.1710 loss_bbox: 0.3498 2022/11/14 15:00:47 - mmengine - INFO - Epoch(train) [25][850/8541] lr: 1.8883e-04 eta: 9:14:38 time: 0.3362 data_time: 0.0140 memory: 7818 loss: 0.5086 loss_cls: 0.1644 loss_bbox: 0.3442 2022/11/14 15:01:04 - mmengine - INFO - Epoch(train) [25][900/8541] lr: 1.8873e-04 eta: 9:14:22 time: 0.3289 data_time: 0.0136 memory: 6701 loss: 0.5289 loss_cls: 0.1811 loss_bbox: 0.3477 2022/11/14 15:01:21 - mmengine - INFO - Epoch(train) [25][950/8541] lr: 1.8862e-04 eta: 9:14:05 time: 0.3351 data_time: 0.0141 memory: 7124 loss: 0.5118 loss_cls: 0.1741 loss_bbox: 0.3377 2022/11/14 15:01:37 - mmengine - INFO - Epoch(train) [25][1000/8541] lr: 1.8851e-04 eta: 9:13:49 time: 0.3302 data_time: 0.0136 memory: 7836 loss: 0.5434 loss_cls: 0.1980 loss_bbox: 0.3453 2022/11/14 15:01:43 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 15:01:54 - mmengine - INFO - Epoch(train) [25][1050/8541] lr: 1.8841e-04 eta: 9:13:33 time: 0.3290 data_time: 0.0137 memory: 8160 loss: 0.5255 loss_cls: 0.1782 loss_bbox: 0.3474 2022/11/14 15:02:10 - mmengine - INFO - Epoch(train) [25][1100/8541] lr: 1.8830e-04 eta: 9:13:16 time: 0.3300 data_time: 0.0137 memory: 7478 loss: 0.5339 loss_cls: 0.1766 loss_bbox: 0.3573 2022/11/14 15:02:28 - mmengine - INFO - Epoch(train) [25][1150/8541] lr: 1.8819e-04 eta: 9:13:00 time: 0.3424 data_time: 0.0142 memory: 8236 loss: 0.5140 loss_cls: 0.1750 loss_bbox: 0.3390 2022/11/14 15:02:44 - mmengine - INFO - Epoch(train) [25][1200/8541] lr: 1.8809e-04 eta: 9:12:44 time: 0.3330 data_time: 0.0138 memory: 7410 loss: 0.5406 loss_cls: 0.1892 loss_bbox: 0.3514 2022/11/14 15:03:01 - mmengine - INFO - Epoch(train) [25][1250/8541] lr: 1.8798e-04 eta: 9:12:28 time: 0.3322 data_time: 0.0138 memory: 8326 loss: 0.5436 loss_cls: 0.1900 loss_bbox: 0.3535 2022/11/14 15:03:17 - mmengine - INFO - Epoch(train) [25][1300/8541] lr: 1.8787e-04 eta: 9:12:12 time: 0.3291 data_time: 0.0136 memory: 7391 loss: 0.5440 loss_cls: 0.1908 loss_bbox: 0.3532 2022/11/14 15:03:34 - mmengine - INFO - Epoch(train) [25][1350/8541] lr: 1.8777e-04 eta: 9:11:55 time: 0.3346 data_time: 0.0138 memory: 7056 loss: 0.5217 loss_cls: 0.1786 loss_bbox: 0.3431 2022/11/14 15:03:51 - mmengine - INFO - Epoch(train) [25][1400/8541] lr: 1.8766e-04 eta: 9:11:39 time: 0.3403 data_time: 0.0140 memory: 7575 loss: 0.5558 loss_cls: 0.1923 loss_bbox: 0.3635 2022/11/14 15:04:08 - mmengine - INFO - Epoch(train) [25][1450/8541] lr: 1.8755e-04 eta: 9:11:23 time: 0.3277 data_time: 0.0138 memory: 7607 loss: 0.5256 loss_cls: 0.1759 loss_bbox: 0.3497 2022/11/14 15:04:24 - mmengine - INFO - Epoch(train) [25][1500/8541] lr: 1.8745e-04 eta: 9:11:07 time: 0.3332 data_time: 0.0139 memory: 7403 loss: 0.5293 loss_cls: 0.1793 loss_bbox: 0.3499 2022/11/14 15:04:41 - mmengine - INFO - Epoch(train) [25][1550/8541] lr: 1.8734e-04 eta: 9:10:50 time: 0.3319 data_time: 0.0141 memory: 7570 loss: 0.5266 loss_cls: 0.1770 loss_bbox: 0.3496 2022/11/14 15:04:58 - mmengine - INFO - Epoch(train) [25][1600/8541] lr: 1.8723e-04 eta: 9:10:34 time: 0.3373 data_time: 0.0140 memory: 8838 loss: 0.5574 loss_cls: 0.1913 loss_bbox: 0.3661 2022/11/14 15:05:14 - mmengine - INFO - Epoch(train) [25][1650/8541] lr: 1.8713e-04 eta: 9:10:18 time: 0.3295 data_time: 0.0137 memory: 7370 loss: 0.5395 loss_cls: 0.1854 loss_bbox: 0.3541 2022/11/14 15:05:31 - mmengine - INFO - Epoch(train) [25][1700/8541] lr: 1.8702e-04 eta: 9:10:02 time: 0.3296 data_time: 0.0135 memory: 7624 loss: 0.5034 loss_cls: 0.1707 loss_bbox: 0.3326 2022/11/14 15:05:48 - mmengine - INFO - Epoch(train) [25][1750/8541] lr: 1.8691e-04 eta: 9:09:46 time: 0.3360 data_time: 0.0136 memory: 7769 loss: 0.5431 loss_cls: 0.1837 loss_bbox: 0.3594 2022/11/14 15:06:05 - mmengine - INFO - Epoch(train) [25][1800/8541] lr: 1.8681e-04 eta: 9:09:30 time: 0.3412 data_time: 0.0140 memory: 7414 loss: 0.5361 loss_cls: 0.1818 loss_bbox: 0.3543 2022/11/14 15:06:22 - mmengine - INFO - Epoch(train) [25][1850/8541] lr: 1.8670e-04 eta: 9:09:13 time: 0.3381 data_time: 0.0140 memory: 6941 loss: 0.5423 loss_cls: 0.1873 loss_bbox: 0.3550 2022/11/14 15:06:39 - mmengine - INFO - Epoch(train) [25][1900/8541] lr: 1.8659e-04 eta: 9:08:57 time: 0.3332 data_time: 0.0133 memory: 8340 loss: 0.5348 loss_cls: 0.1803 loss_bbox: 0.3545 2022/11/14 15:06:55 - mmengine - INFO - Epoch(train) [25][1950/8541] lr: 1.8648e-04 eta: 9:08:41 time: 0.3319 data_time: 0.0135 memory: 7703 loss: 0.5242 loss_cls: 0.1732 loss_bbox: 0.3510 2022/11/14 15:07:12 - mmengine - INFO - Epoch(train) [25][2000/8541] lr: 1.8638e-04 eta: 9:08:25 time: 0.3312 data_time: 0.0133 memory: 7756 loss: 0.5423 loss_cls: 0.1901 loss_bbox: 0.3522 2022/11/14 15:07:17 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 15:07:28 - mmengine - INFO - Epoch(train) [25][2050/8541] lr: 1.8627e-04 eta: 9:08:08 time: 0.3288 data_time: 0.0141 memory: 6877 loss: 0.5080 loss_cls: 0.1734 loss_bbox: 0.3346 2022/11/14 15:07:46 - mmengine - INFO - Epoch(train) [25][2100/8541] lr: 1.8616e-04 eta: 9:07:53 time: 0.3571 data_time: 0.0157 memory: 7803 loss: 0.5127 loss_cls: 0.1711 loss_bbox: 0.3416 2022/11/14 15:08:03 - mmengine - INFO - Epoch(train) [25][2150/8541] lr: 1.8605e-04 eta: 9:07:37 time: 0.3429 data_time: 0.0144 memory: 7638 loss: 0.5253 loss_cls: 0.1765 loss_bbox: 0.3488 2022/11/14 15:08:21 - mmengine - INFO - Epoch(train) [25][2200/8541] lr: 1.8595e-04 eta: 9:07:21 time: 0.3481 data_time: 0.0142 memory: 8594 loss: 0.5485 loss_cls: 0.1877 loss_bbox: 0.3608 2022/11/14 15:08:38 - mmengine - INFO - Epoch(train) [25][2250/8541] lr: 1.8584e-04 eta: 9:07:05 time: 0.3416 data_time: 0.0146 memory: 8016 loss: 0.5333 loss_cls: 0.1825 loss_bbox: 0.3509 2022/11/14 15:08:55 - mmengine - INFO - Epoch(train) [25][2300/8541] lr: 1.8573e-04 eta: 9:06:49 time: 0.3350 data_time: 0.0142 memory: 8655 loss: 0.5525 loss_cls: 0.1903 loss_bbox: 0.3622 2022/11/14 15:09:12 - mmengine - INFO - Epoch(train) [25][2350/8541] lr: 1.8562e-04 eta: 9:06:33 time: 0.3428 data_time: 0.0145 memory: 8076 loss: 0.5848 loss_cls: 0.2230 loss_bbox: 0.3618 2022/11/14 15:09:29 - mmengine - INFO - Epoch(train) [25][2400/8541] lr: 1.8551e-04 eta: 9:06:16 time: 0.3387 data_time: 0.0142 memory: 7575 loss: 0.5772 loss_cls: 0.2088 loss_bbox: 0.3684 2022/11/14 15:09:46 - mmengine - INFO - Epoch(train) [25][2450/8541] lr: 1.8541e-04 eta: 9:06:00 time: 0.3305 data_time: 0.0141 memory: 7307 loss: 0.5454 loss_cls: 0.1845 loss_bbox: 0.3609 2022/11/14 15:10:02 - mmengine - INFO - Epoch(train) [25][2500/8541] lr: 1.8530e-04 eta: 9:05:44 time: 0.3346 data_time: 0.0139 memory: 7142 loss: 0.5554 loss_cls: 0.1950 loss_bbox: 0.3603 2022/11/14 15:10:19 - mmengine - INFO - Epoch(train) [25][2550/8541] lr: 1.8519e-04 eta: 9:05:28 time: 0.3370 data_time: 0.0138 memory: 8847 loss: 0.5551 loss_cls: 0.1944 loss_bbox: 0.3608 2022/11/14 15:10:36 - mmengine - INFO - Epoch(train) [25][2600/8541] lr: 1.8508e-04 eta: 9:05:12 time: 0.3374 data_time: 0.0139 memory: 7586 loss: 0.5433 loss_cls: 0.1856 loss_bbox: 0.3577 2022/11/14 15:10:53 - mmengine - INFO - Epoch(train) [25][2650/8541] lr: 1.8497e-04 eta: 9:04:56 time: 0.3394 data_time: 0.0142 memory: 7209 loss: 0.5537 loss_cls: 0.1927 loss_bbox: 0.3610 2022/11/14 15:11:10 - mmengine - INFO - Epoch(train) [25][2700/8541] lr: 1.8487e-04 eta: 9:04:39 time: 0.3376 data_time: 0.0138 memory: 7924 loss: 0.5463 loss_cls: 0.1851 loss_bbox: 0.3612 2022/11/14 15:11:27 - mmengine - INFO - Epoch(train) [25][2750/8541] lr: 1.8476e-04 eta: 9:04:23 time: 0.3289 data_time: 0.0137 memory: 7262 loss: 0.5503 loss_cls: 0.1907 loss_bbox: 0.3595 2022/11/14 15:11:43 - mmengine - INFO - Epoch(train) [25][2800/8541] lr: 1.8465e-04 eta: 9:04:07 time: 0.3285 data_time: 0.0139 memory: 6775 loss: 0.5299 loss_cls: 0.1787 loss_bbox: 0.3512 2022/11/14 15:11:59 - mmengine - INFO - Epoch(train) [25][2850/8541] lr: 1.8454e-04 eta: 9:03:50 time: 0.3279 data_time: 0.0138 memory: 6943 loss: 0.5540 loss_cls: 0.1914 loss_bbox: 0.3626 2022/11/14 15:12:16 - mmengine - INFO - Epoch(train) [25][2900/8541] lr: 1.8443e-04 eta: 9:03:34 time: 0.3236 data_time: 0.0137 memory: 7042 loss: 0.5384 loss_cls: 0.1889 loss_bbox: 0.3494 2022/11/14 15:12:32 - mmengine - INFO - Epoch(train) [25][2950/8541] lr: 1.8432e-04 eta: 9:03:17 time: 0.3230 data_time: 0.0140 memory: 7120 loss: 0.5477 loss_cls: 0.1954 loss_bbox: 0.3522 2022/11/14 15:12:48 - mmengine - INFO - Epoch(train) [25][3000/8541] lr: 1.8422e-04 eta: 9:03:01 time: 0.3288 data_time: 0.0137 memory: 8280 loss: 0.5174 loss_cls: 0.1795 loss_bbox: 0.3379 2022/11/14 15:12:53 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 15:13:05 - mmengine - INFO - Epoch(train) [25][3050/8541] lr: 1.8411e-04 eta: 9:02:45 time: 0.3290 data_time: 0.0138 memory: 7515 loss: 0.5297 loss_cls: 0.1777 loss_bbox: 0.3520 2022/11/14 15:13:22 - mmengine - INFO - Epoch(train) [25][3100/8541] lr: 1.8400e-04 eta: 9:02:29 time: 0.3337 data_time: 0.0133 memory: 7722 loss: 0.5351 loss_cls: 0.1799 loss_bbox: 0.3552 2022/11/14 15:13:39 - mmengine - INFO - Epoch(train) [25][3150/8541] lr: 1.8389e-04 eta: 9:02:13 time: 0.3434 data_time: 0.0139 memory: 8398 loss: 0.5238 loss_cls: 0.1712 loss_bbox: 0.3526 2022/11/14 15:13:55 - mmengine - INFO - Epoch(train) [25][3200/8541] lr: 1.8378e-04 eta: 9:01:56 time: 0.3327 data_time: 0.0140 memory: 9054 loss: 0.5424 loss_cls: 0.1893 loss_bbox: 0.3531 2022/11/14 15:14:12 - mmengine - INFO - Epoch(train) [25][3250/8541] lr: 1.8367e-04 eta: 9:01:40 time: 0.3222 data_time: 0.0140 memory: 8096 loss: 0.5323 loss_cls: 0.1790 loss_bbox: 0.3533 2022/11/14 15:14:28 - mmengine - INFO - Epoch(train) [25][3300/8541] lr: 1.8356e-04 eta: 9:01:23 time: 0.3290 data_time: 0.0138 memory: 8340 loss: 0.5188 loss_cls: 0.1769 loss_bbox: 0.3419 2022/11/14 15:14:45 - mmengine - INFO - Epoch(train) [25][3350/8541] lr: 1.8345e-04 eta: 9:01:07 time: 0.3311 data_time: 0.0134 memory: 7229 loss: 0.5381 loss_cls: 0.1914 loss_bbox: 0.3467 2022/11/14 15:15:02 - mmengine - INFO - Epoch(train) [25][3400/8541] lr: 1.8334e-04 eta: 9:00:51 time: 0.3395 data_time: 0.0139 memory: 7418 loss: 0.5530 loss_cls: 0.1895 loss_bbox: 0.3635 2022/11/14 15:15:18 - mmengine - INFO - Epoch(train) [25][3450/8541] lr: 1.8324e-04 eta: 9:00:35 time: 0.3266 data_time: 0.0137 memory: 7310 loss: 0.5303 loss_cls: 0.1825 loss_bbox: 0.3478 2022/11/14 15:15:35 - mmengine - INFO - Epoch(train) [25][3500/8541] lr: 1.8313e-04 eta: 9:00:19 time: 0.3390 data_time: 0.0136 memory: 7867 loss: 0.5159 loss_cls: 0.1752 loss_bbox: 0.3406 2022/11/14 15:15:52 - mmengine - INFO - Epoch(train) [25][3550/8541] lr: 1.8302e-04 eta: 9:00:02 time: 0.3289 data_time: 0.0132 memory: 7441 loss: 0.5622 loss_cls: 0.1915 loss_bbox: 0.3707 2022/11/14 15:16:08 - mmengine - INFO - Epoch(train) [25][3600/8541] lr: 1.8291e-04 eta: 8:59:46 time: 0.3242 data_time: 0.0134 memory: 8490 loss: 0.5359 loss_cls: 0.1863 loss_bbox: 0.3496 2022/11/14 15:16:24 - mmengine - INFO - Epoch(train) [25][3650/8541] lr: 1.8280e-04 eta: 8:59:29 time: 0.3268 data_time: 0.0136 memory: 7276 loss: 0.5250 loss_cls: 0.1754 loss_bbox: 0.3496 2022/11/14 15:16:41 - mmengine - INFO - Epoch(train) [25][3700/8541] lr: 1.8269e-04 eta: 8:59:13 time: 0.3278 data_time: 0.0135 memory: 7183 loss: 0.5372 loss_cls: 0.1821 loss_bbox: 0.3552 2022/11/14 15:16:57 - mmengine - INFO - Epoch(train) [25][3750/8541] lr: 1.8258e-04 eta: 8:58:57 time: 0.3297 data_time: 0.0135 memory: 7122 loss: 0.5306 loss_cls: 0.1783 loss_bbox: 0.3523 2022/11/14 15:17:14 - mmengine - INFO - Epoch(train) [25][3800/8541] lr: 1.8247e-04 eta: 8:58:40 time: 0.3279 data_time: 0.0137 memory: 7814 loss: 0.5061 loss_cls: 0.1695 loss_bbox: 0.3366 2022/11/14 15:17:30 - mmengine - INFO - Epoch(train) [25][3850/8541] lr: 1.8236e-04 eta: 8:58:24 time: 0.3281 data_time: 0.0136 memory: 7580 loss: 0.5579 loss_cls: 0.2008 loss_bbox: 0.3571 2022/11/14 15:17:47 - mmengine - INFO - Epoch(train) [25][3900/8541] lr: 1.8225e-04 eta: 8:58:08 time: 0.3287 data_time: 0.0139 memory: 7373 loss: 0.5498 loss_cls: 0.1956 loss_bbox: 0.3542 2022/11/14 15:18:03 - mmengine - INFO - Epoch(train) [25][3950/8541] lr: 1.8214e-04 eta: 8:57:51 time: 0.3308 data_time: 0.0141 memory: 8405 loss: 0.5292 loss_cls: 0.1748 loss_bbox: 0.3543 2022/11/14 15:18:20 - mmengine - INFO - Epoch(train) [25][4000/8541] lr: 1.8203e-04 eta: 8:57:35 time: 0.3324 data_time: 0.0140 memory: 7431 loss: 0.5309 loss_cls: 0.1861 loss_bbox: 0.3448 2022/11/14 15:18:25 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 15:18:36 - mmengine - INFO - Epoch(train) [25][4050/8541] lr: 1.8192e-04 eta: 8:57:19 time: 0.3239 data_time: 0.0138 memory: 7054 loss: 0.5188 loss_cls: 0.1778 loss_bbox: 0.3410 2022/11/14 15:18:53 - mmengine - INFO - Epoch(train) [25][4100/8541] lr: 1.8181e-04 eta: 8:57:02 time: 0.3299 data_time: 0.0137 memory: 7972 loss: 0.5222 loss_cls: 0.1770 loss_bbox: 0.3452 2022/11/14 15:19:09 - mmengine - INFO - Epoch(train) [25][4150/8541] lr: 1.8170e-04 eta: 8:56:46 time: 0.3270 data_time: 0.0137 memory: 7203 loss: 0.5988 loss_cls: 0.2219 loss_bbox: 0.3769 2022/11/14 15:19:26 - mmengine - INFO - Epoch(train) [25][4200/8541] lr: 1.8159e-04 eta: 8:56:30 time: 0.3312 data_time: 0.0135 memory: 8180 loss: 0.5382 loss_cls: 0.1861 loss_bbox: 0.3521 2022/11/14 15:19:42 - mmengine - INFO - Epoch(train) [25][4250/8541] lr: 1.8148e-04 eta: 8:56:13 time: 0.3352 data_time: 0.0135 memory: 8065 loss: 0.5632 loss_cls: 0.1990 loss_bbox: 0.3641 2022/11/14 15:19:59 - mmengine - INFO - Epoch(train) [25][4300/8541] lr: 1.8137e-04 eta: 8:55:57 time: 0.3241 data_time: 0.0136 memory: 7525 loss: 0.5489 loss_cls: 0.1962 loss_bbox: 0.3527 2022/11/14 15:20:15 - mmengine - INFO - Epoch(train) [25][4350/8541] lr: 1.8126e-04 eta: 8:55:41 time: 0.3260 data_time: 0.0139 memory: 8108 loss: 0.5591 loss_cls: 0.1964 loss_bbox: 0.3626 2022/11/14 15:20:32 - mmengine - INFO - Epoch(train) [25][4400/8541] lr: 1.8115e-04 eta: 8:55:24 time: 0.3321 data_time: 0.0137 memory: 7204 loss: 0.5694 loss_cls: 0.1993 loss_bbox: 0.3702 2022/11/14 15:20:48 - mmengine - INFO - Epoch(train) [25][4450/8541] lr: 1.8104e-04 eta: 8:55:08 time: 0.3341 data_time: 0.0134 memory: 8345 loss: 0.5545 loss_cls: 0.1950 loss_bbox: 0.3595 2022/11/14 15:21:05 - mmengine - INFO - Epoch(train) [25][4500/8541] lr: 1.8093e-04 eta: 8:54:52 time: 0.3338 data_time: 0.0136 memory: 7951 loss: 0.5343 loss_cls: 0.1779 loss_bbox: 0.3564 2022/11/14 15:21:22 - mmengine - INFO - Epoch(train) [25][4550/8541] lr: 1.8082e-04 eta: 8:54:36 time: 0.3318 data_time: 0.0136 memory: 8291 loss: 0.5419 loss_cls: 0.1917 loss_bbox: 0.3503 2022/11/14 15:21:38 - mmengine - INFO - Epoch(train) [25][4600/8541] lr: 1.8071e-04 eta: 8:54:19 time: 0.3240 data_time: 0.0134 memory: 7246 loss: 0.5727 loss_cls: 0.2076 loss_bbox: 0.3652 2022/11/14 15:21:55 - mmengine - INFO - Epoch(train) [25][4650/8541] lr: 1.8060e-04 eta: 8:54:03 time: 0.3298 data_time: 0.0140 memory: 7004 loss: 0.5355 loss_cls: 0.1866 loss_bbox: 0.3490 2022/11/14 15:22:11 - mmengine - INFO - Epoch(train) [25][4700/8541] lr: 1.8049e-04 eta: 8:53:46 time: 0.3194 data_time: 0.0145 memory: 6965 loss: 0.5278 loss_cls: 0.1893 loss_bbox: 0.3386 2022/11/14 15:22:27 - mmengine - INFO - Epoch(train) [25][4750/8541] lr: 1.8038e-04 eta: 8:53:30 time: 0.3171 data_time: 0.0143 memory: 6872 loss: 0.5220 loss_cls: 0.1795 loss_bbox: 0.3426 2022/11/14 15:22:43 - mmengine - INFO - Epoch(train) [25][4800/8541] lr: 1.8027e-04 eta: 8:53:13 time: 0.3287 data_time: 0.0137 memory: 7880 loss: 0.5315 loss_cls: 0.1828 loss_bbox: 0.3487 2022/11/14 15:22:59 - mmengine - INFO - Epoch(train) [25][4850/8541] lr: 1.8016e-04 eta: 8:52:57 time: 0.3286 data_time: 0.0135 memory: 7450 loss: 0.5258 loss_cls: 0.1812 loss_bbox: 0.3446 2022/11/14 15:23:16 - mmengine - INFO - Epoch(train) [25][4900/8541] lr: 1.8005e-04 eta: 8:52:40 time: 0.3253 data_time: 0.0133 memory: 7706 loss: 0.5120 loss_cls: 0.1737 loss_bbox: 0.3383 2022/11/14 15:23:32 - mmengine - INFO - Epoch(train) [25][4950/8541] lr: 1.7994e-04 eta: 8:52:24 time: 0.3254 data_time: 0.0138 memory: 7015 loss: 0.5398 loss_cls: 0.1875 loss_bbox: 0.3522 2022/11/14 15:23:49 - mmengine - INFO - Epoch(train) [25][5000/8541] lr: 1.7983e-04 eta: 8:52:08 time: 0.3317 data_time: 0.0133 memory: 8143 loss: 0.5444 loss_cls: 0.1913 loss_bbox: 0.3531 2022/11/14 15:23:54 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 15:24:05 - mmengine - INFO - Epoch(train) [25][5050/8541] lr: 1.7972e-04 eta: 8:51:51 time: 0.3273 data_time: 0.0140 memory: 7467 loss: 0.5067 loss_cls: 0.1696 loss_bbox: 0.3371 2022/11/14 15:24:22 - mmengine - INFO - Epoch(train) [25][5100/8541] lr: 1.7961e-04 eta: 8:51:35 time: 0.3335 data_time: 0.0135 memory: 7578 loss: 0.5387 loss_cls: 0.1831 loss_bbox: 0.3555 2022/11/14 15:24:39 - mmengine - INFO - Epoch(train) [25][5150/8541] lr: 1.7950e-04 eta: 8:51:19 time: 0.3320 data_time: 0.0136 memory: 7501 loss: 0.5421 loss_cls: 0.1952 loss_bbox: 0.3469 2022/11/14 15:24:55 - mmengine - INFO - Epoch(train) [25][5200/8541] lr: 1.7938e-04 eta: 8:51:03 time: 0.3351 data_time: 0.0136 memory: 8048 loss: 0.5191 loss_cls: 0.1804 loss_bbox: 0.3387 2022/11/14 15:25:12 - mmengine - INFO - Epoch(train) [25][5250/8541] lr: 1.7927e-04 eta: 8:50:46 time: 0.3330 data_time: 0.0138 memory: 7452 loss: 0.5351 loss_cls: 0.1835 loss_bbox: 0.3517 2022/11/14 15:25:29 - mmengine - INFO - Epoch(train) [25][5300/8541] lr: 1.7916e-04 eta: 8:50:30 time: 0.3293 data_time: 0.0137 memory: 8006 loss: 0.5272 loss_cls: 0.1787 loss_bbox: 0.3485 2022/11/14 15:25:45 - mmengine - INFO - Epoch(train) [25][5350/8541] lr: 1.7905e-04 eta: 8:50:14 time: 0.3237 data_time: 0.0134 memory: 6981 loss: 0.5288 loss_cls: 0.1825 loss_bbox: 0.3463 2022/11/14 15:26:01 - mmengine - INFO - Epoch(train) [25][5400/8541] lr: 1.7894e-04 eta: 8:49:57 time: 0.3265 data_time: 0.0136 memory: 7453 loss: 0.5217 loss_cls: 0.1775 loss_bbox: 0.3442 2022/11/14 15:26:18 - mmengine - INFO - Epoch(train) [25][5450/8541] lr: 1.7883e-04 eta: 8:49:41 time: 0.3322 data_time: 0.0134 memory: 7190 loss: 0.5262 loss_cls: 0.1784 loss_bbox: 0.3478 2022/11/14 15:26:35 - mmengine - INFO - Epoch(train) [25][5500/8541] lr: 1.7872e-04 eta: 8:49:25 time: 0.3338 data_time: 0.0134 memory: 8675 loss: 0.5857 loss_cls: 0.2127 loss_bbox: 0.3730 2022/11/14 15:26:51 - mmengine - INFO - Epoch(train) [25][5550/8541] lr: 1.7861e-04 eta: 8:49:08 time: 0.3226 data_time: 0.0135 memory: 6861 loss: 0.5328 loss_cls: 0.1845 loss_bbox: 0.3483 2022/11/14 15:27:07 - mmengine - INFO - Epoch(train) [25][5600/8541] lr: 1.7850e-04 eta: 8:48:52 time: 0.3279 data_time: 0.0141 memory: 8135 loss: 0.5386 loss_cls: 0.1843 loss_bbox: 0.3543 2022/11/14 15:27:24 - mmengine - INFO - Epoch(train) [25][5650/8541] lr: 1.7838e-04 eta: 8:48:36 time: 0.3324 data_time: 0.0224 memory: 7216 loss: 0.5458 loss_cls: 0.1888 loss_bbox: 0.3570 2022/11/14 15:27:40 - mmengine - INFO - Epoch(train) [25][5700/8541] lr: 1.7827e-04 eta: 8:48:19 time: 0.3268 data_time: 0.0137 memory: 6759 loss: 0.5534 loss_cls: 0.2036 loss_bbox: 0.3498 2022/11/14 15:27:57 - mmengine - INFO - Epoch(train) [25][5750/8541] lr: 1.7816e-04 eta: 8:48:03 time: 0.3281 data_time: 0.0138 memory: 6939 loss: 0.5298 loss_cls: 0.1869 loss_bbox: 0.3429 2022/11/14 15:28:14 - mmengine - INFO - Epoch(train) [25][5800/8541] lr: 1.7805e-04 eta: 8:47:47 time: 0.3369 data_time: 0.0133 memory: 7902 loss: 0.5070 loss_cls: 0.1713 loss_bbox: 0.3358 2022/11/14 15:28:31 - mmengine - INFO - Epoch(train) [25][5850/8541] lr: 1.7794e-04 eta: 8:47:31 time: 0.3390 data_time: 0.0137 memory: 9015 loss: 0.5265 loss_cls: 0.1780 loss_bbox: 0.3485 2022/11/14 15:28:48 - mmengine - INFO - Epoch(train) [25][5900/8541] lr: 1.7783e-04 eta: 8:47:14 time: 0.3378 data_time: 0.0136 memory: 7235 loss: 0.5359 loss_cls: 0.1837 loss_bbox: 0.3522 2022/11/14 15:29:04 - mmengine - INFO - Epoch(train) [25][5950/8541] lr: 1.7772e-04 eta: 8:46:58 time: 0.3235 data_time: 0.0135 memory: 7045 loss: 0.5829 loss_cls: 0.2072 loss_bbox: 0.3757 2022/11/14 15:29:20 - mmengine - INFO - Epoch(train) [25][6000/8541] lr: 1.7760e-04 eta: 8:46:42 time: 0.3264 data_time: 0.0138 memory: 7148 loss: 0.5537 loss_cls: 0.1991 loss_bbox: 0.3547 2022/11/14 15:29:25 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 15:29:37 - mmengine - INFO - Epoch(train) [25][6050/8541] lr: 1.7749e-04 eta: 8:46:25 time: 0.3323 data_time: 0.0135 memory: 7174 loss: 0.5193 loss_cls: 0.1802 loss_bbox: 0.3391 2022/11/14 15:29:53 - mmengine - INFO - Epoch(train) [25][6100/8541] lr: 1.7738e-04 eta: 8:46:09 time: 0.3309 data_time: 0.0136 memory: 7373 loss: 0.5092 loss_cls: 0.1760 loss_bbox: 0.3333 2022/11/14 15:30:11 - mmengine - INFO - Epoch(train) [25][6150/8541] lr: 1.7727e-04 eta: 8:45:53 time: 0.3440 data_time: 0.0138 memory: 8179 loss: 0.5201 loss_cls: 0.1716 loss_bbox: 0.3485 2022/11/14 15:30:27 - mmengine - INFO - Epoch(train) [25][6200/8541] lr: 1.7716e-04 eta: 8:45:37 time: 0.3336 data_time: 0.0135 memory: 9024 loss: 0.5431 loss_cls: 0.1884 loss_bbox: 0.3548 2022/11/14 15:30:44 - mmengine - INFO - Epoch(train) [25][6250/8541] lr: 1.7704e-04 eta: 8:45:21 time: 0.3335 data_time: 0.0134 memory: 7490 loss: 0.5373 loss_cls: 0.1849 loss_bbox: 0.3524 2022/11/14 15:31:01 - mmengine - INFO - Epoch(train) [25][6300/8541] lr: 1.7693e-04 eta: 8:45:04 time: 0.3332 data_time: 0.0136 memory: 7830 loss: 0.5409 loss_cls: 0.1793 loss_bbox: 0.3616 2022/11/14 15:31:18 - mmengine - INFO - Epoch(train) [25][6350/8541] lr: 1.7682e-04 eta: 8:44:48 time: 0.3396 data_time: 0.0136 memory: 8849 loss: 0.5451 loss_cls: 0.1885 loss_bbox: 0.3566 2022/11/14 15:31:35 - mmengine - INFO - Epoch(train) [25][6400/8541] lr: 1.7671e-04 eta: 8:44:32 time: 0.3337 data_time: 0.0136 memory: 7124 loss: 0.5081 loss_cls: 0.1690 loss_bbox: 0.3391 2022/11/14 15:31:51 - mmengine - INFO - Epoch(train) [25][6450/8541] lr: 1.7660e-04 eta: 8:44:16 time: 0.3341 data_time: 0.0136 memory: 7510 loss: 0.5374 loss_cls: 0.1832 loss_bbox: 0.3542 2022/11/14 15:32:08 - mmengine - INFO - Epoch(train) [25][6500/8541] lr: 1.7648e-04 eta: 8:44:00 time: 0.3390 data_time: 0.0138 memory: 7162 loss: 0.5093 loss_cls: 0.1726 loss_bbox: 0.3367 2022/11/14 15:32:25 - mmengine - INFO - Epoch(train) [25][6550/8541] lr: 1.7637e-04 eta: 8:43:43 time: 0.3365 data_time: 0.0135 memory: 8321 loss: 0.5303 loss_cls: 0.1827 loss_bbox: 0.3476 2022/11/14 15:32:42 - mmengine - INFO - Epoch(train) [25][6600/8541] lr: 1.7626e-04 eta: 8:43:27 time: 0.3306 data_time: 0.0132 memory: 8604 loss: 0.5174 loss_cls: 0.1724 loss_bbox: 0.3451 2022/11/14 15:32:58 - mmengine - INFO - Epoch(train) [25][6650/8541] lr: 1.7615e-04 eta: 8:43:11 time: 0.3256 data_time: 0.0133 memory: 7752 loss: 0.5047 loss_cls: 0.1674 loss_bbox: 0.3373 2022/11/14 15:33:15 - mmengine - INFO - Epoch(train) [25][6700/8541] lr: 1.7604e-04 eta: 8:42:54 time: 0.3308 data_time: 0.0140 memory: 6971 loss: 0.5360 loss_cls: 0.1845 loss_bbox: 0.3515 2022/11/14 15:33:31 - mmengine - INFO - Epoch(train) [25][6750/8541] lr: 1.7592e-04 eta: 8:42:38 time: 0.3286 data_time: 0.0138 memory: 6757 loss: 0.5374 loss_cls: 0.1925 loss_bbox: 0.3449 2022/11/14 15:33:48 - mmengine - INFO - Epoch(train) [25][6800/8541] lr: 1.7581e-04 eta: 8:42:22 time: 0.3421 data_time: 0.0140 memory: 7522 loss: 0.5497 loss_cls: 0.1855 loss_bbox: 0.3642 2022/11/14 15:34:05 - mmengine - INFO - Epoch(train) [25][6850/8541] lr: 1.7570e-04 eta: 8:42:06 time: 0.3400 data_time: 0.0139 memory: 7521 loss: 0.5239 loss_cls: 0.1756 loss_bbox: 0.3483 2022/11/14 15:34:22 - mmengine - INFO - Epoch(train) [25][6900/8541] lr: 1.7559e-04 eta: 8:41:50 time: 0.3403 data_time: 0.0138 memory: 8192 loss: 0.5415 loss_cls: 0.1834 loss_bbox: 0.3581 2022/11/14 15:34:39 - mmengine - INFO - Epoch(train) [25][6950/8541] lr: 1.7547e-04 eta: 8:41:34 time: 0.3412 data_time: 0.0137 memory: 7394 loss: 0.5218 loss_cls: 0.1713 loss_bbox: 0.3505 2022/11/14 15:34:56 - mmengine - INFO - Epoch(train) [25][7000/8541] lr: 1.7536e-04 eta: 8:41:17 time: 0.3308 data_time: 0.0136 memory: 7367 loss: 0.5283 loss_cls: 0.1819 loss_bbox: 0.3464 2022/11/14 15:35:01 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 15:35:13 - mmengine - INFO - Epoch(train) [25][7050/8541] lr: 1.7525e-04 eta: 8:41:01 time: 0.3287 data_time: 0.0134 memory: 7692 loss: 0.5505 loss_cls: 0.1943 loss_bbox: 0.3562 2022/11/14 15:35:29 - mmengine - INFO - Epoch(train) [25][7100/8541] lr: 1.7513e-04 eta: 8:40:45 time: 0.3299 data_time: 0.0133 memory: 7543 loss: 0.5410 loss_cls: 0.1903 loss_bbox: 0.3507 2022/11/14 15:35:46 - mmengine - INFO - Epoch(train) [25][7150/8541] lr: 1.7502e-04 eta: 8:40:29 time: 0.3412 data_time: 0.0137 memory: 8372 loss: 0.5313 loss_cls: 0.1832 loss_bbox: 0.3481 2022/11/14 15:36:03 - mmengine - INFO - Epoch(train) [25][7200/8541] lr: 1.7491e-04 eta: 8:40:13 time: 0.3360 data_time: 0.0142 memory: 7073 loss: 0.5145 loss_cls: 0.1701 loss_bbox: 0.3444 2022/11/14 15:36:20 - mmengine - INFO - Epoch(train) [25][7250/8541] lr: 1.7480e-04 eta: 8:39:56 time: 0.3349 data_time: 0.0134 memory: 7835 loss: 0.5283 loss_cls: 0.1791 loss_bbox: 0.3492 2022/11/14 15:36:36 - mmengine - INFO - Epoch(train) [25][7300/8541] lr: 1.7468e-04 eta: 8:39:40 time: 0.3298 data_time: 0.0138 memory: 7087 loss: 0.5228 loss_cls: 0.1805 loss_bbox: 0.3423 2022/11/14 15:36:53 - mmengine - INFO - Epoch(train) [25][7350/8541] lr: 1.7457e-04 eta: 8:39:24 time: 0.3315 data_time: 0.0140 memory: 7623 loss: 0.5263 loss_cls: 0.1720 loss_bbox: 0.3543 2022/11/14 15:37:10 - mmengine - INFO - Epoch(train) [25][7400/8541] lr: 1.7446e-04 eta: 8:39:07 time: 0.3293 data_time: 0.0134 memory: 8363 loss: 0.5621 loss_cls: 0.2054 loss_bbox: 0.3567 2022/11/14 15:37:27 - mmengine - INFO - Epoch(train) [25][7450/8541] lr: 1.7434e-04 eta: 8:38:51 time: 0.3408 data_time: 0.0137 memory: 7850 loss: 0.5370 loss_cls: 0.1772 loss_bbox: 0.3597 2022/11/14 15:37:43 - mmengine - INFO - Epoch(train) [25][7500/8541] lr: 1.7423e-04 eta: 8:38:35 time: 0.3304 data_time: 0.0132 memory: 7657 loss: 0.5175 loss_cls: 0.1704 loss_bbox: 0.3471 2022/11/14 15:38:00 - mmengine - INFO - Epoch(train) [25][7550/8541] lr: 1.7412e-04 eta: 8:38:19 time: 0.3390 data_time: 0.0138 memory: 7985 loss: 0.5290 loss_cls: 0.1824 loss_bbox: 0.3466 2022/11/14 15:38:17 - mmengine - INFO - Epoch(train) [25][7600/8541] lr: 1.7401e-04 eta: 8:38:03 time: 0.3300 data_time: 0.0137 memory: 7042 loss: 0.5339 loss_cls: 0.1882 loss_bbox: 0.3457 2022/11/14 15:38:33 - mmengine - INFO - Epoch(train) [25][7650/8541] lr: 1.7389e-04 eta: 8:37:46 time: 0.3347 data_time: 0.0134 memory: 7233 loss: 0.5246 loss_cls: 0.1743 loss_bbox: 0.3503 2022/11/14 15:38:50 - mmengine - INFO - Epoch(train) [25][7700/8541] lr: 1.7378e-04 eta: 8:37:30 time: 0.3338 data_time: 0.0136 memory: 7761 loss: 0.5190 loss_cls: 0.1759 loss_bbox: 0.3431 2022/11/14 15:39:07 - mmengine - INFO - Epoch(train) [25][7750/8541] lr: 1.7367e-04 eta: 8:37:14 time: 0.3430 data_time: 0.0134 memory: 8141 loss: 0.5364 loss_cls: 0.1826 loss_bbox: 0.3538 2022/11/14 15:39:24 - mmengine - INFO - Epoch(train) [25][7800/8541] lr: 1.7355e-04 eta: 8:36:58 time: 0.3334 data_time: 0.0139 memory: 7524 loss: 0.5229 loss_cls: 0.1739 loss_bbox: 0.3491 2022/11/14 15:39:41 - mmengine - INFO - Epoch(train) [25][7850/8541] lr: 1.7344e-04 eta: 8:36:42 time: 0.3349 data_time: 0.0133 memory: 7538 loss: 0.5059 loss_cls: 0.1676 loss_bbox: 0.3383 2022/11/14 15:39:57 - mmengine - INFO - Epoch(train) [25][7900/8541] lr: 1.7333e-04 eta: 8:36:25 time: 0.3280 data_time: 0.0134 memory: 6844 loss: 0.5249 loss_cls: 0.1781 loss_bbox: 0.3468 2022/11/14 15:40:14 - mmengine - INFO - Epoch(train) [25][7950/8541] lr: 1.7321e-04 eta: 8:36:09 time: 0.3286 data_time: 0.0138 memory: 7208 loss: 0.5213 loss_cls: 0.1730 loss_bbox: 0.3483 2022/11/14 15:40:31 - mmengine - INFO - Epoch(train) [25][8000/8541] lr: 1.7310e-04 eta: 8:35:53 time: 0.3405 data_time: 0.0136 memory: 7869 loss: 0.5170 loss_cls: 0.1713 loss_bbox: 0.3457 2022/11/14 15:40:37 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 15:40:48 - mmengine - INFO - Epoch(train) [25][8050/8541] lr: 1.7298e-04 eta: 8:35:37 time: 0.3474 data_time: 0.0138 memory: 7621 loss: 0.5222 loss_cls: 0.1732 loss_bbox: 0.3489 2022/11/14 15:41:05 - mmengine - INFO - Epoch(train) [25][8100/8541] lr: 1.7287e-04 eta: 8:35:21 time: 0.3322 data_time: 0.0138 memory: 7472 loss: 0.5094 loss_cls: 0.1653 loss_bbox: 0.3441 2022/11/14 15:41:22 - mmengine - INFO - Epoch(train) [25][8150/8541] lr: 1.7276e-04 eta: 8:35:04 time: 0.3324 data_time: 0.0137 memory: 6997 loss: 0.5407 loss_cls: 0.1863 loss_bbox: 0.3543 2022/11/14 15:41:38 - mmengine - INFO - Epoch(train) [25][8200/8541] lr: 1.7264e-04 eta: 8:34:48 time: 0.3298 data_time: 0.0135 memory: 7345 loss: 0.5312 loss_cls: 0.1866 loss_bbox: 0.3446 2022/11/14 15:41:55 - mmengine - INFO - Epoch(train) [25][8250/8541] lr: 1.7253e-04 eta: 8:34:32 time: 0.3300 data_time: 0.0134 memory: 7016 loss: 0.5240 loss_cls: 0.1767 loss_bbox: 0.3473 2022/11/14 15:42:12 - mmengine - INFO - Epoch(train) [25][8300/8541] lr: 1.7242e-04 eta: 8:34:16 time: 0.3407 data_time: 0.0137 memory: 7492 loss: 0.5338 loss_cls: 0.1749 loss_bbox: 0.3590 2022/11/14 15:42:29 - mmengine - INFO - Epoch(train) [25][8350/8541] lr: 1.7230e-04 eta: 8:33:59 time: 0.3390 data_time: 0.0138 memory: 7445 loss: 0.5133 loss_cls: 0.1709 loss_bbox: 0.3423 2022/11/14 15:42:45 - mmengine - INFO - Epoch(train) [25][8400/8541] lr: 1.7219e-04 eta: 8:33:43 time: 0.3310 data_time: 0.0132 memory: 7279 loss: 0.5291 loss_cls: 0.1830 loss_bbox: 0.3461 2022/11/14 15:43:02 - mmengine - INFO - Epoch(train) [25][8450/8541] lr: 1.7207e-04 eta: 8:33:27 time: 0.3382 data_time: 0.0137 memory: 7214 loss: 0.5725 loss_cls: 0.2057 loss_bbox: 0.3668 2022/11/14 15:43:19 - mmengine - INFO - Epoch(train) [25][8500/8541] lr: 1.7196e-04 eta: 8:33:11 time: 0.3358 data_time: 0.0137 memory: 7543 loss: 0.5467 loss_cls: 0.1906 loss_bbox: 0.3561 2022/11/14 15:43:33 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 15:43:50 - mmengine - INFO - Epoch(train) [26][50/8541] lr: 1.7175e-04 eta: 8:32:41 time: 0.3559 data_time: 0.0270 memory: 7602 loss: 0.5258 loss_cls: 0.1775 loss_bbox: 0.3483 2022/11/14 15:44:08 - mmengine - INFO - Epoch(train) [26][100/8541] lr: 1.7164e-04 eta: 8:32:25 time: 0.3430 data_time: 0.0137 memory: 7206 loss: 0.5220 loss_cls: 0.1744 loss_bbox: 0.3476 2022/11/14 15:44:24 - mmengine - INFO - Epoch(train) [26][150/8541] lr: 1.7152e-04 eta: 8:32:09 time: 0.3313 data_time: 0.0140 memory: 7140 loss: 0.5214 loss_cls: 0.1758 loss_bbox: 0.3456 2022/11/14 15:44:41 - mmengine - INFO - Epoch(train) [26][200/8541] lr: 1.7141e-04 eta: 8:31:53 time: 0.3316 data_time: 0.0139 memory: 7237 loss: 0.5246 loss_cls: 0.1777 loss_bbox: 0.3469 2022/11/14 15:44:58 - mmengine - INFO - Epoch(train) [26][250/8541] lr: 1.7130e-04 eta: 8:31:37 time: 0.3333 data_time: 0.0137 memory: 7681 loss: 0.5138 loss_cls: 0.1731 loss_bbox: 0.3408 2022/11/14 15:45:14 - mmengine - INFO - Epoch(train) [26][300/8541] lr: 1.7118e-04 eta: 8:31:20 time: 0.3338 data_time: 0.0133 memory: 7219 loss: 0.5011 loss_cls: 0.1631 loss_bbox: 0.3381 2022/11/14 15:45:31 - mmengine - INFO - Epoch(train) [26][350/8541] lr: 1.7107e-04 eta: 8:31:04 time: 0.3269 data_time: 0.0134 memory: 7036 loss: 0.5103 loss_cls: 0.1692 loss_bbox: 0.3411 2022/11/14 15:45:48 - mmengine - INFO - Epoch(train) [26][400/8541] lr: 1.7095e-04 eta: 8:30:48 time: 0.3355 data_time: 0.0136 memory: 7031 loss: 0.4983 loss_cls: 0.1555 loss_bbox: 0.3429 2022/11/14 15:46:04 - mmengine - INFO - Epoch(train) [26][450/8541] lr: 1.7084e-04 eta: 8:30:32 time: 0.3346 data_time: 0.0136 memory: 7444 loss: 0.5176 loss_cls: 0.1745 loss_bbox: 0.3431 2022/11/14 15:46:13 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 15:46:21 - mmengine - INFO - Epoch(train) [26][500/8541] lr: 1.7072e-04 eta: 8:30:15 time: 0.3305 data_time: 0.0135 memory: 7291 loss: 0.5446 loss_cls: 0.1923 loss_bbox: 0.3524 2022/11/14 15:46:37 - mmengine - INFO - Epoch(train) [26][550/8541] lr: 1.7061e-04 eta: 8:29:59 time: 0.3312 data_time: 0.0137 memory: 7793 loss: 0.5449 loss_cls: 0.1889 loss_bbox: 0.3560 2022/11/14 15:46:54 - mmengine - INFO - Epoch(train) [26][600/8541] lr: 1.7050e-04 eta: 8:29:43 time: 0.3378 data_time: 0.0138 memory: 8356 loss: 0.5369 loss_cls: 0.1838 loss_bbox: 0.3531 2022/11/14 15:47:12 - mmengine - INFO - Epoch(train) [26][650/8541] lr: 1.7038e-04 eta: 8:29:27 time: 0.3474 data_time: 0.0141 memory: 9051 loss: 0.5271 loss_cls: 0.1727 loss_bbox: 0.3544 2022/11/14 15:47:29 - mmengine - INFO - Epoch(train) [26][700/8541] lr: 1.7027e-04 eta: 8:29:11 time: 0.3373 data_time: 0.0134 memory: 8412 loss: 0.5075 loss_cls: 0.1656 loss_bbox: 0.3419 2022/11/14 15:47:46 - mmengine - INFO - Epoch(train) [26][750/8541] lr: 1.7015e-04 eta: 8:28:54 time: 0.3377 data_time: 0.0134 memory: 7811 loss: 0.5272 loss_cls: 0.1824 loss_bbox: 0.3447 2022/11/14 15:48:02 - mmengine - INFO - Epoch(train) [26][800/8541] lr: 1.7004e-04 eta: 8:28:38 time: 0.3325 data_time: 0.0137 memory: 7440 loss: 0.5428 loss_cls: 0.1889 loss_bbox: 0.3539 2022/11/14 15:48:19 - mmengine - INFO - Epoch(train) [26][850/8541] lr: 1.6992e-04 eta: 8:28:22 time: 0.3388 data_time: 0.0135 memory: 7385 loss: 0.5129 loss_cls: 0.1703 loss_bbox: 0.3426 2022/11/14 15:48:36 - mmengine - INFO - Epoch(train) [26][900/8541] lr: 1.6981e-04 eta: 8:28:06 time: 0.3269 data_time: 0.0133 memory: 7480 loss: 0.5716 loss_cls: 0.2035 loss_bbox: 0.3681 2022/11/14 15:48:52 - mmengine - INFO - Epoch(train) [26][950/8541] lr: 1.6969e-04 eta: 8:27:49 time: 0.3309 data_time: 0.0132 memory: 7533 loss: 0.5281 loss_cls: 0.1777 loss_bbox: 0.3505 2022/11/14 15:49:09 - mmengine - INFO - Epoch(train) [26][1000/8541] lr: 1.6958e-04 eta: 8:27:33 time: 0.3329 data_time: 0.0139 memory: 7013 loss: 0.5304 loss_cls: 0.1772 loss_bbox: 0.3532 2022/11/14 15:49:26 - mmengine - INFO - Epoch(train) [26][1050/8541] lr: 1.6946e-04 eta: 8:27:17 time: 0.3346 data_time: 0.0134 memory: 7829 loss: 0.5084 loss_cls: 0.1723 loss_bbox: 0.3362 2022/11/14 15:49:42 - mmengine - INFO - Epoch(train) [26][1100/8541] lr: 1.6935e-04 eta: 8:27:01 time: 0.3306 data_time: 0.0136 memory: 7055 loss: 0.5125 loss_cls: 0.1744 loss_bbox: 0.3381 2022/11/14 15:49:59 - mmengine - INFO - Epoch(train) [26][1150/8541] lr: 1.6923e-04 eta: 8:26:44 time: 0.3274 data_time: 0.0133 memory: 7112 loss: 0.5150 loss_cls: 0.1701 loss_bbox: 0.3450 2022/11/14 15:50:16 - mmengine - INFO - Epoch(train) [26][1200/8541] lr: 1.6912e-04 eta: 8:26:28 time: 0.3337 data_time: 0.0141 memory: 6972 loss: 0.5421 loss_cls: 0.1935 loss_bbox: 0.3486 2022/11/14 15:50:32 - mmengine - INFO - Epoch(train) [26][1250/8541] lr: 1.6900e-04 eta: 8:26:12 time: 0.3324 data_time: 0.0139 memory: 7353 loss: 0.5330 loss_cls: 0.1885 loss_bbox: 0.3445 2022/11/14 15:50:49 - mmengine - INFO - Epoch(train) [26][1300/8541] lr: 1.6889e-04 eta: 8:25:55 time: 0.3319 data_time: 0.0135 memory: 7727 loss: 0.5159 loss_cls: 0.1717 loss_bbox: 0.3442 2022/11/14 15:51:05 - mmengine - INFO - Epoch(train) [26][1350/8541] lr: 1.6877e-04 eta: 8:25:39 time: 0.3290 data_time: 0.0133 memory: 7374 loss: 0.5340 loss_cls: 0.1858 loss_bbox: 0.3481 2022/11/14 15:51:23 - mmengine - INFO - Epoch(train) [26][1400/8541] lr: 1.6866e-04 eta: 8:25:23 time: 0.3441 data_time: 0.0141 memory: 8422 loss: 0.5270 loss_cls: 0.1771 loss_bbox: 0.3499 2022/11/14 15:51:39 - mmengine - INFO - Epoch(train) [26][1450/8541] lr: 1.6854e-04 eta: 8:25:07 time: 0.3281 data_time: 0.0135 memory: 7547 loss: 0.5426 loss_cls: 0.1895 loss_bbox: 0.3531 2022/11/14 15:51:47 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 15:51:56 - mmengine - INFO - Epoch(train) [26][1500/8541] lr: 1.6843e-04 eta: 8:24:50 time: 0.3298 data_time: 0.0142 memory: 7734 loss: 0.5390 loss_cls: 0.1874 loss_bbox: 0.3516 2022/11/14 15:52:13 - mmengine - INFO - Epoch(train) [26][1550/8541] lr: 1.6831e-04 eta: 8:24:34 time: 0.3400 data_time: 0.0142 memory: 8379 loss: 0.5389 loss_cls: 0.1863 loss_bbox: 0.3527 2022/11/14 15:52:29 - mmengine - INFO - Epoch(train) [26][1600/8541] lr: 1.6820e-04 eta: 8:24:18 time: 0.3350 data_time: 0.0139 memory: 8853 loss: 0.5633 loss_cls: 0.1988 loss_bbox: 0.3645 2022/11/14 15:52:46 - mmengine - INFO - Epoch(train) [26][1650/8541] lr: 1.6808e-04 eta: 8:24:02 time: 0.3370 data_time: 0.0133 memory: 8276 loss: 0.5050 loss_cls: 0.1635 loss_bbox: 0.3415 2022/11/14 15:53:03 - mmengine - INFO - Epoch(train) [26][1700/8541] lr: 1.6797e-04 eta: 8:23:45 time: 0.3263 data_time: 0.0134 memory: 6967 loss: 0.4892 loss_cls: 0.1643 loss_bbox: 0.3249 2022/11/14 15:53:20 - mmengine - INFO - Epoch(train) [26][1750/8541] lr: 1.6785e-04 eta: 8:23:29 time: 0.3353 data_time: 0.0138 memory: 7856 loss: 0.5088 loss_cls: 0.1735 loss_bbox: 0.3353 2022/11/14 15:53:36 - mmengine - INFO - Epoch(train) [26][1800/8541] lr: 1.6774e-04 eta: 8:23:13 time: 0.3283 data_time: 0.0135 memory: 6840 loss: 0.5302 loss_cls: 0.1834 loss_bbox: 0.3468 2022/11/14 15:53:53 - mmengine - INFO - Epoch(train) [26][1850/8541] lr: 1.6762e-04 eta: 8:22:56 time: 0.3295 data_time: 0.0137 memory: 8141 loss: 0.5179 loss_cls: 0.1784 loss_bbox: 0.3395 2022/11/14 15:54:09 - mmengine - INFO - Epoch(train) [26][1900/8541] lr: 1.6751e-04 eta: 8:22:40 time: 0.3281 data_time: 0.0137 memory: 7521 loss: 0.5427 loss_cls: 0.1894 loss_bbox: 0.3534 2022/11/14 15:54:26 - mmengine - INFO - Epoch(train) [26][1950/8541] lr: 1.6739e-04 eta: 8:22:24 time: 0.3341 data_time: 0.0135 memory: 8508 loss: 0.5248 loss_cls: 0.1709 loss_bbox: 0.3539 2022/11/14 15:54:42 - mmengine - INFO - Epoch(train) [26][2000/8541] lr: 1.6727e-04 eta: 8:22:07 time: 0.3304 data_time: 0.0142 memory: 7243 loss: 0.5205 loss_cls: 0.1748 loss_bbox: 0.3457 2022/11/14 15:54:59 - mmengine - INFO - Epoch(train) [26][2050/8541] lr: 1.6716e-04 eta: 8:21:51 time: 0.3362 data_time: 0.0137 memory: 7156 loss: 0.5156 loss_cls: 0.1733 loss_bbox: 0.3423 2022/11/14 15:55:16 - mmengine - INFO - Epoch(train) [26][2100/8541] lr: 1.6704e-04 eta: 8:21:35 time: 0.3352 data_time: 0.0137 memory: 8022 loss: 0.5274 loss_cls: 0.1750 loss_bbox: 0.3524 2022/11/14 15:55:33 - mmengine - INFO - Epoch(train) [26][2150/8541] lr: 1.6693e-04 eta: 8:21:19 time: 0.3323 data_time: 0.0136 memory: 7518 loss: 0.5226 loss_cls: 0.1724 loss_bbox: 0.3502 2022/11/14 15:55:49 - mmengine - INFO - Epoch(train) [26][2200/8541] lr: 1.6681e-04 eta: 8:21:02 time: 0.3281 data_time: 0.0139 memory: 6716 loss: 0.5241 loss_cls: 0.1817 loss_bbox: 0.3424 2022/11/14 15:56:05 - mmengine - INFO - Epoch(train) [26][2250/8541] lr: 1.6670e-04 eta: 8:20:46 time: 0.3250 data_time: 0.0134 memory: 7020 loss: 0.5097 loss_cls: 0.1753 loss_bbox: 0.3344 2022/11/14 15:56:22 - mmengine - INFO - Epoch(train) [26][2300/8541] lr: 1.6658e-04 eta: 8:20:30 time: 0.3369 data_time: 0.0138 memory: 7573 loss: 0.5190 loss_cls: 0.1748 loss_bbox: 0.3443 2022/11/14 15:56:39 - mmengine - INFO - Epoch(train) [26][2350/8541] lr: 1.6646e-04 eta: 8:20:13 time: 0.3344 data_time: 0.0137 memory: 7447 loss: 0.5563 loss_cls: 0.1923 loss_bbox: 0.3640 2022/11/14 15:56:56 - mmengine - INFO - Epoch(train) [26][2400/8541] lr: 1.6635e-04 eta: 8:19:57 time: 0.3299 data_time: 0.0138 memory: 7893 loss: 0.5067 loss_cls: 0.1671 loss_bbox: 0.3396 2022/11/14 15:57:12 - mmengine - INFO - Epoch(train) [26][2450/8541] lr: 1.6623e-04 eta: 8:19:41 time: 0.3234 data_time: 0.0133 memory: 7124 loss: 0.5237 loss_cls: 0.1805 loss_bbox: 0.3432 2022/11/14 15:57:20 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 15:57:28 - mmengine - INFO - Epoch(train) [26][2500/8541] lr: 1.6612e-04 eta: 8:19:24 time: 0.3315 data_time: 0.0134 memory: 8124 loss: 0.5236 loss_cls: 0.1740 loss_bbox: 0.3495 2022/11/14 15:57:45 - mmengine - INFO - Epoch(train) [26][2550/8541] lr: 1.6600e-04 eta: 8:19:08 time: 0.3399 data_time: 0.0140 memory: 7414 loss: 0.5174 loss_cls: 0.1711 loss_bbox: 0.3463 2022/11/14 15:58:02 - mmengine - INFO - Epoch(train) [26][2600/8541] lr: 1.6588e-04 eta: 8:18:52 time: 0.3337 data_time: 0.0138 memory: 7221 loss: 0.5043 loss_cls: 0.1680 loss_bbox: 0.3363 2022/11/14 15:58:19 - mmengine - INFO - Epoch(train) [26][2650/8541] lr: 1.6577e-04 eta: 8:18:36 time: 0.3340 data_time: 0.0140 memory: 7200 loss: 0.5291 loss_cls: 0.1795 loss_bbox: 0.3496 2022/11/14 15:58:36 - mmengine - INFO - Epoch(train) [26][2700/8541] lr: 1.6565e-04 eta: 8:18:20 time: 0.3348 data_time: 0.0136 memory: 8251 loss: 0.5138 loss_cls: 0.1679 loss_bbox: 0.3459 2022/11/14 15:58:52 - mmengine - INFO - Epoch(train) [26][2750/8541] lr: 1.6554e-04 eta: 8:18:03 time: 0.3303 data_time: 0.0138 memory: 7092 loss: 0.5043 loss_cls: 0.1694 loss_bbox: 0.3348 2022/11/14 15:59:09 - mmengine - INFO - Epoch(train) [26][2800/8541] lr: 1.6542e-04 eta: 8:17:47 time: 0.3381 data_time: 0.0133 memory: 7198 loss: 0.5262 loss_cls: 0.1823 loss_bbox: 0.3439 2022/11/14 15:59:25 - mmengine - INFO - Epoch(train) [26][2850/8541] lr: 1.6530e-04 eta: 8:17:31 time: 0.3238 data_time: 0.0139 memory: 7177 loss: 0.5487 loss_cls: 0.1967 loss_bbox: 0.3520 2022/11/14 15:59:42 - mmengine - INFO - Epoch(train) [26][2900/8541] lr: 1.6519e-04 eta: 8:17:14 time: 0.3365 data_time: 0.0137 memory: 8301 loss: 0.5681 loss_cls: 0.1919 loss_bbox: 0.3762 2022/11/14 15:59:59 - mmengine - INFO - Epoch(train) [26][2950/8541] lr: 1.6507e-04 eta: 8:16:58 time: 0.3346 data_time: 0.0137 memory: 9543 loss: 0.5370 loss_cls: 0.1869 loss_bbox: 0.3501 2022/11/14 16:00:16 - mmengine - INFO - Epoch(train) [26][3000/8541] lr: 1.6495e-04 eta: 8:16:42 time: 0.3438 data_time: 0.0134 memory: 7993 loss: 0.5388 loss_cls: 0.1827 loss_bbox: 0.3561 2022/11/14 16:00:33 - mmengine - INFO - Epoch(train) [26][3050/8541] lr: 1.6484e-04 eta: 8:16:26 time: 0.3315 data_time: 0.0138 memory: 7438 loss: 0.5317 loss_cls: 0.1832 loss_bbox: 0.3485 2022/11/14 16:00:49 - mmengine - INFO - Epoch(train) [26][3100/8541] lr: 1.6472e-04 eta: 8:16:09 time: 0.3273 data_time: 0.0140 memory: 6843 loss: 0.5295 loss_cls: 0.1860 loss_bbox: 0.3434 2022/11/14 16:01:07 - mmengine - INFO - Epoch(train) [26][3150/8541] lr: 1.6461e-04 eta: 8:15:53 time: 0.3470 data_time: 0.0138 memory: 7910 loss: 0.5362 loss_cls: 0.1809 loss_bbox: 0.3553 2022/11/14 16:01:24 - mmengine - INFO - Epoch(train) [26][3200/8541] lr: 1.6449e-04 eta: 8:15:37 time: 0.3394 data_time: 0.0139 memory: 7658 loss: 0.5079 loss_cls: 0.1694 loss_bbox: 0.3384 2022/11/14 16:01:41 - mmengine - INFO - Epoch(train) [26][3250/8541] lr: 1.6437e-04 eta: 8:15:21 time: 0.3363 data_time: 0.0138 memory: 7030 loss: 0.5258 loss_cls: 0.1767 loss_bbox: 0.3491 2022/11/14 16:01:58 - mmengine - INFO - Epoch(train) [26][3300/8541] lr: 1.6426e-04 eta: 8:15:05 time: 0.3407 data_time: 0.0139 memory: 7175 loss: 0.5211 loss_cls: 0.1790 loss_bbox: 0.3421 2022/11/14 16:02:15 - mmengine - INFO - Epoch(train) [26][3350/8541] lr: 1.6414e-04 eta: 8:14:49 time: 0.3419 data_time: 0.0135 memory: 8253 loss: 0.6622 loss_cls: 0.2479 loss_bbox: 0.4143 2022/11/14 16:02:32 - mmengine - INFO - Epoch(train) [26][3400/8541] lr: 1.6402e-04 eta: 8:14:33 time: 0.3354 data_time: 0.0139 memory: 7043 loss: 0.7148 loss_cls: 0.2843 loss_bbox: 0.4305 2022/11/14 16:02:49 - mmengine - INFO - Epoch(train) [26][3450/8541] lr: 1.6391e-04 eta: 8:14:16 time: 0.3391 data_time: 0.0134 memory: 7168 loss: 0.6390 loss_cls: 0.2358 loss_bbox: 0.4032 2022/11/14 16:02:57 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 16:03:05 - mmengine - INFO - Epoch(train) [26][3500/8541] lr: 1.6379e-04 eta: 8:14:00 time: 0.3308 data_time: 0.0134 memory: 7123 loss: 0.6135 loss_cls: 0.2241 loss_bbox: 0.3894 2022/11/14 16:03:22 - mmengine - INFO - Epoch(train) [26][3550/8541] lr: 1.6367e-04 eta: 8:13:44 time: 0.3279 data_time: 0.0140 memory: 7099 loss: 0.5668 loss_cls: 0.1970 loss_bbox: 0.3697 2022/11/14 16:03:39 - mmengine - INFO - Epoch(train) [26][3600/8541] lr: 1.6356e-04 eta: 8:13:28 time: 0.3447 data_time: 0.0136 memory: 8721 loss: 0.5718 loss_cls: 0.1972 loss_bbox: 0.3747 2022/11/14 16:03:56 - mmengine - INFO - Epoch(train) [26][3650/8541] lr: 1.6344e-04 eta: 8:13:12 time: 0.3354 data_time: 0.0139 memory: 7808 loss: 0.5921 loss_cls: 0.2131 loss_bbox: 0.3790 2022/11/14 16:04:14 - mmengine - INFO - Epoch(train) [26][3700/8541] lr: 1.6332e-04 eta: 8:12:56 time: 0.3528 data_time: 0.0255 memory: 8299 loss: 0.5499 loss_cls: 0.1871 loss_bbox: 0.3628 2022/11/14 16:04:30 - mmengine - INFO - Epoch(train) [26][3750/8541] lr: 1.6321e-04 eta: 8:12:39 time: 0.3359 data_time: 0.0135 memory: 7625 loss: 0.5667 loss_cls: 0.1986 loss_bbox: 0.3681 2022/11/14 16:04:50 - mmengine - INFO - Epoch(train) [26][3800/8541] lr: 1.6309e-04 eta: 8:12:24 time: 0.3819 data_time: 0.0469 memory: 8876 loss: 0.5343 loss_cls: 0.1821 loss_bbox: 0.3522 2022/11/14 16:05:06 - mmengine - INFO - Epoch(train) [26][3850/8541] lr: 1.6297e-04 eta: 8:12:08 time: 0.3312 data_time: 0.0141 memory: 7636 loss: 0.5426 loss_cls: 0.1873 loss_bbox: 0.3553 2022/11/14 16:05:23 - mmengine - INFO - Epoch(train) [26][3900/8541] lr: 1.6285e-04 eta: 8:11:52 time: 0.3421 data_time: 0.0141 memory: 7719 loss: 0.5418 loss_cls: 0.1819 loss_bbox: 0.3599 2022/11/14 16:05:40 - mmengine - INFO - Epoch(train) [26][3950/8541] lr: 1.6274e-04 eta: 8:11:35 time: 0.3309 data_time: 0.0137 memory: 7969 loss: 0.5392 loss_cls: 0.1818 loss_bbox: 0.3575 2022/11/14 16:05:56 - mmengine - INFO - Epoch(train) [26][4000/8541] lr: 1.6262e-04 eta: 8:11:19 time: 0.3301 data_time: 0.0139 memory: 6993 loss: 0.5362 loss_cls: 0.1811 loss_bbox: 0.3551 2022/11/14 16:06:13 - mmengine - INFO - Epoch(train) [26][4050/8541] lr: 1.6250e-04 eta: 8:11:03 time: 0.3293 data_time: 0.0137 memory: 7308 loss: 0.5362 loss_cls: 0.1850 loss_bbox: 0.3513 2022/11/14 16:06:29 - mmengine - INFO - Epoch(train) [26][4100/8541] lr: 1.6239e-04 eta: 8:10:46 time: 0.3279 data_time: 0.0136 memory: 6981 loss: 0.5497 loss_cls: 0.1910 loss_bbox: 0.3587 2022/11/14 16:06:47 - mmengine - INFO - Epoch(train) [26][4150/8541] lr: 1.6227e-04 eta: 8:10:30 time: 0.3498 data_time: 0.0375 memory: 6743 loss: 0.5567 loss_cls: 0.1999 loss_bbox: 0.3568 2022/11/14 16:07:03 - mmengine - INFO - Epoch(train) [26][4200/8541] lr: 1.6215e-04 eta: 8:10:14 time: 0.3243 data_time: 0.0135 memory: 7251 loss: 0.5321 loss_cls: 0.1808 loss_bbox: 0.3514 2022/11/14 16:07:20 - mmengine - INFO - Epoch(train) [26][4250/8541] lr: 1.6204e-04 eta: 8:09:58 time: 0.3325 data_time: 0.0143 memory: 7730 loss: 0.5230 loss_cls: 0.1754 loss_bbox: 0.3476 2022/11/14 16:07:37 - mmengine - INFO - Epoch(train) [26][4300/8541] lr: 1.6192e-04 eta: 8:09:42 time: 0.3490 data_time: 0.0139 memory: 8194 loss: 0.5369 loss_cls: 0.1822 loss_bbox: 0.3546 2022/11/14 16:07:54 - mmengine - INFO - Epoch(train) [26][4350/8541] lr: 1.6180e-04 eta: 8:09:25 time: 0.3253 data_time: 0.0137 memory: 7054 loss: 0.5317 loss_cls: 0.1835 loss_bbox: 0.3482 2022/11/14 16:08:11 - mmengine - INFO - Epoch(train) [26][4400/8541] lr: 1.6168e-04 eta: 8:09:09 time: 0.3404 data_time: 0.0136 memory: 8112 loss: 0.5243 loss_cls: 0.1713 loss_bbox: 0.3530 2022/11/14 16:08:28 - mmengine - INFO - Epoch(train) [26][4450/8541] lr: 1.6157e-04 eta: 8:08:53 time: 0.3433 data_time: 0.0141 memory: 8244 loss: 0.5139 loss_cls: 0.1660 loss_bbox: 0.3479 2022/11/14 16:08:37 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 16:08:45 - mmengine - INFO - Epoch(train) [26][4500/8541] lr: 1.6145e-04 eta: 8:08:37 time: 0.3359 data_time: 0.0136 memory: 8164 loss: 0.5155 loss_cls: 0.1687 loss_bbox: 0.3468 2022/11/14 16:09:02 - mmengine - INFO - Epoch(train) [26][4550/8541] lr: 1.6133e-04 eta: 8:08:21 time: 0.3366 data_time: 0.0137 memory: 8075 loss: 0.5104 loss_cls: 0.1647 loss_bbox: 0.3456 2022/11/14 16:09:19 - mmengine - INFO - Epoch(train) [26][4600/8541] lr: 1.6121e-04 eta: 8:08:04 time: 0.3357 data_time: 0.0141 memory: 7158 loss: 0.5225 loss_cls: 0.1767 loss_bbox: 0.3458 2022/11/14 16:09:36 - mmengine - INFO - Epoch(train) [26][4650/8541] lr: 1.6110e-04 eta: 8:07:48 time: 0.3378 data_time: 0.0140 memory: 7628 loss: 0.5313 loss_cls: 0.1808 loss_bbox: 0.3505 2022/11/14 16:09:53 - mmengine - INFO - Epoch(train) [26][4700/8541] lr: 1.6098e-04 eta: 8:07:32 time: 0.3446 data_time: 0.0137 memory: 7281 loss: 0.5227 loss_cls: 0.1711 loss_bbox: 0.3516 2022/11/14 16:10:09 - mmengine - INFO - Epoch(train) [26][4750/8541] lr: 1.6086e-04 eta: 8:07:16 time: 0.3258 data_time: 0.0134 memory: 7882 loss: 0.5065 loss_cls: 0.1717 loss_bbox: 0.3348 2022/11/14 16:10:26 - mmengine - INFO - Epoch(train) [26][4800/8541] lr: 1.6074e-04 eta: 8:07:00 time: 0.3333 data_time: 0.0141 memory: 8138 loss: 0.5162 loss_cls: 0.1746 loss_bbox: 0.3416 2022/11/14 16:10:43 - mmengine - INFO - Epoch(train) [26][4850/8541] lr: 1.6063e-04 eta: 8:06:43 time: 0.3362 data_time: 0.0141 memory: 7709 loss: 0.5450 loss_cls: 0.1880 loss_bbox: 0.3570 2022/11/14 16:10:59 - mmengine - INFO - Epoch(train) [26][4900/8541] lr: 1.6051e-04 eta: 8:06:27 time: 0.3312 data_time: 0.0134 memory: 7945 loss: 0.5320 loss_cls: 0.1803 loss_bbox: 0.3517 2022/11/14 16:11:16 - mmengine - INFO - Epoch(train) [26][4950/8541] lr: 1.6039e-04 eta: 8:06:11 time: 0.3400 data_time: 0.0135 memory: 8337 loss: 0.5309 loss_cls: 0.1750 loss_bbox: 0.3559 2022/11/14 16:11:33 - mmengine - INFO - Epoch(train) [26][5000/8541] lr: 1.6027e-04 eta: 8:05:55 time: 0.3292 data_time: 0.0133 memory: 8104 loss: 0.5179 loss_cls: 0.1788 loss_bbox: 0.3391 2022/11/14 16:11:49 - mmengine - INFO - Epoch(train) [26][5050/8541] lr: 1.6016e-04 eta: 8:05:38 time: 0.3307 data_time: 0.0136 memory: 8680 loss: 0.5465 loss_cls: 0.1919 loss_bbox: 0.3546 2022/11/14 16:12:06 - mmengine - INFO - Epoch(train) [26][5100/8541] lr: 1.6004e-04 eta: 8:05:22 time: 0.3325 data_time: 0.0137 memory: 7676 loss: 0.5139 loss_cls: 0.1682 loss_bbox: 0.3457 2022/11/14 16:12:23 - mmengine - INFO - Epoch(train) [26][5150/8541] lr: 1.5992e-04 eta: 8:05:06 time: 0.3390 data_time: 0.0140 memory: 7685 loss: 0.5320 loss_cls: 0.1824 loss_bbox: 0.3496 2022/11/14 16:12:40 - mmengine - INFO - Epoch(train) [26][5200/8541] lr: 1.5980e-04 eta: 8:04:49 time: 0.3344 data_time: 0.0137 memory: 7186 loss: 0.5301 loss_cls: 0.1783 loss_bbox: 0.3517 2022/11/14 16:12:57 - mmengine - INFO - Epoch(train) [26][5250/8541] lr: 1.5969e-04 eta: 8:04:33 time: 0.3350 data_time: 0.0131 memory: 8949 loss: 0.5199 loss_cls: 0.1725 loss_bbox: 0.3474 2022/11/14 16:13:13 - mmengine - INFO - Epoch(train) [26][5300/8541] lr: 1.5957e-04 eta: 8:04:17 time: 0.3311 data_time: 0.0137 memory: 7006 loss: 0.5180 loss_cls: 0.1728 loss_bbox: 0.3453 2022/11/14 16:13:30 - mmengine - INFO - Epoch(train) [26][5350/8541] lr: 1.5945e-04 eta: 8:04:01 time: 0.3303 data_time: 0.0136 memory: 6813 loss: 0.5235 loss_cls: 0.1785 loss_bbox: 0.3450 2022/11/14 16:13:46 - mmengine - INFO - Epoch(train) [26][5400/8541] lr: 1.5933e-04 eta: 8:03:44 time: 0.3310 data_time: 0.0138 memory: 8191 loss: 0.5065 loss_cls: 0.1656 loss_bbox: 0.3408 2022/11/14 16:14:03 - mmengine - INFO - Epoch(train) [26][5450/8541] lr: 1.5921e-04 eta: 8:03:28 time: 0.3319 data_time: 0.0131 memory: 7244 loss: 0.5053 loss_cls: 0.1677 loss_bbox: 0.3376 2022/11/14 16:14:11 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 16:14:20 - mmengine - INFO - Epoch(train) [26][5500/8541] lr: 1.5910e-04 eta: 8:03:12 time: 0.3377 data_time: 0.0138 memory: 9010 loss: 0.5046 loss_cls: 0.1684 loss_bbox: 0.3361 2022/11/14 16:14:37 - mmengine - INFO - Epoch(train) [26][5550/8541] lr: 1.5898e-04 eta: 8:02:55 time: 0.3311 data_time: 0.0136 memory: 7611 loss: 0.5212 loss_cls: 0.1753 loss_bbox: 0.3459 2022/11/14 16:14:54 - mmengine - INFO - Epoch(train) [26][5600/8541] lr: 1.5886e-04 eta: 8:02:39 time: 0.3380 data_time: 0.0142 memory: 8756 loss: 0.5000 loss_cls: 0.1678 loss_bbox: 0.3322 2022/11/14 16:15:10 - mmengine - INFO - Epoch(train) [26][5650/8541] lr: 1.5874e-04 eta: 8:02:23 time: 0.3297 data_time: 0.0135 memory: 7196 loss: 0.5032 loss_cls: 0.1668 loss_bbox: 0.3364 2022/11/14 16:15:27 - mmengine - INFO - Epoch(train) [26][5700/8541] lr: 1.5862e-04 eta: 8:02:07 time: 0.3370 data_time: 0.0139 memory: 7593 loss: 0.5362 loss_cls: 0.1802 loss_bbox: 0.3560 2022/11/14 16:15:44 - mmengine - INFO - Epoch(train) [26][5750/8541] lr: 1.5851e-04 eta: 8:01:51 time: 0.3372 data_time: 0.0136 memory: 7261 loss: 0.5051 loss_cls: 0.1686 loss_bbox: 0.3365 2022/11/14 16:16:00 - mmengine - INFO - Epoch(train) [26][5800/8541] lr: 1.5839e-04 eta: 8:01:34 time: 0.3261 data_time: 0.0132 memory: 7204 loss: 0.5161 loss_cls: 0.1750 loss_bbox: 0.3411 2022/11/14 16:16:17 - mmengine - INFO - Epoch(train) [26][5850/8541] lr: 1.5827e-04 eta: 8:01:18 time: 0.3410 data_time: 0.0140 memory: 8028 loss: 0.5072 loss_cls: 0.1668 loss_bbox: 0.3404 2022/11/14 16:16:34 - mmengine - INFO - Epoch(train) [26][5900/8541] lr: 1.5815e-04 eta: 8:01:02 time: 0.3307 data_time: 0.0139 memory: 7243 loss: 0.5062 loss_cls: 0.1654 loss_bbox: 0.3407 2022/11/14 16:16:51 - mmengine - INFO - Epoch(train) [26][5950/8541] lr: 1.5803e-04 eta: 8:00:45 time: 0.3318 data_time: 0.0133 memory: 7449 loss: 0.5098 loss_cls: 0.1675 loss_bbox: 0.3423 2022/11/14 16:17:07 - mmengine - INFO - Epoch(train) [26][6000/8541] lr: 1.5791e-04 eta: 8:00:29 time: 0.3311 data_time: 0.0136 memory: 7457 loss: 0.4972 loss_cls: 0.1657 loss_bbox: 0.3315 2022/11/14 16:17:24 - mmengine - INFO - Epoch(train) [26][6050/8541] lr: 1.5780e-04 eta: 8:00:13 time: 0.3328 data_time: 0.0138 memory: 7453 loss: 0.5231 loss_cls: 0.1731 loss_bbox: 0.3500 2022/11/14 16:17:41 - mmengine - INFO - Epoch(train) [26][6100/8541] lr: 1.5768e-04 eta: 7:59:56 time: 0.3326 data_time: 0.0137 memory: 7719 loss: 0.5117 loss_cls: 0.1675 loss_bbox: 0.3442 2022/11/14 16:17:57 - mmengine - INFO - Epoch(train) [26][6150/8541] lr: 1.5756e-04 eta: 7:59:40 time: 0.3333 data_time: 0.0139 memory: 7861 loss: 0.5137 loss_cls: 0.1688 loss_bbox: 0.3449 2022/11/14 16:18:14 - mmengine - INFO - Epoch(train) [26][6200/8541] lr: 1.5744e-04 eta: 7:59:24 time: 0.3277 data_time: 0.0135 memory: 7241 loss: 0.5198 loss_cls: 0.1727 loss_bbox: 0.3471 2022/11/14 16:18:30 - mmengine - INFO - Epoch(train) [26][6250/8541] lr: 1.5732e-04 eta: 7:59:07 time: 0.3301 data_time: 0.0137 memory: 7540 loss: 0.5140 loss_cls: 0.1748 loss_bbox: 0.3392 2022/11/14 16:18:47 - mmengine - INFO - Epoch(train) [26][6300/8541] lr: 1.5721e-04 eta: 7:58:51 time: 0.3419 data_time: 0.0136 memory: 10515 loss: 0.5224 loss_cls: 0.1735 loss_bbox: 0.3489 2022/11/14 16:19:04 - mmengine - INFO - Epoch(train) [26][6350/8541] lr: 1.5709e-04 eta: 7:58:35 time: 0.3369 data_time: 0.0140 memory: 6997 loss: 0.5150 loss_cls: 0.1716 loss_bbox: 0.3435 2022/11/14 16:19:21 - mmengine - INFO - Epoch(train) [26][6400/8541] lr: 1.5697e-04 eta: 7:58:19 time: 0.3386 data_time: 0.0141 memory: 7693 loss: 0.5190 loss_cls: 0.1731 loss_bbox: 0.3460 2022/11/14 16:19:38 - mmengine - INFO - Epoch(train) [26][6450/8541] lr: 1.5685e-04 eta: 7:58:03 time: 0.3303 data_time: 0.0140 memory: 7389 loss: 0.5141 loss_cls: 0.1718 loss_bbox: 0.3423 2022/11/14 16:19:46 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 16:19:55 - mmengine - INFO - Epoch(train) [26][6500/8541] lr: 1.5673e-04 eta: 7:57:46 time: 0.3349 data_time: 0.0135 memory: 8145 loss: 0.5001 loss_cls: 0.1620 loss_bbox: 0.3381 2022/11/14 16:20:11 - mmengine - INFO - Epoch(train) [26][6550/8541] lr: 1.5661e-04 eta: 7:57:30 time: 0.3278 data_time: 0.0136 memory: 6995 loss: 0.5075 loss_cls: 0.1729 loss_bbox: 0.3346 2022/11/14 16:20:28 - mmengine - INFO - Epoch(train) [26][6600/8541] lr: 1.5649e-04 eta: 7:57:14 time: 0.3420 data_time: 0.0138 memory: 8770 loss: 0.5327 loss_cls: 0.1804 loss_bbox: 0.3522 2022/11/14 16:20:45 - mmengine - INFO - Epoch(train) [26][6650/8541] lr: 1.5638e-04 eta: 7:56:57 time: 0.3280 data_time: 0.0139 memory: 6918 loss: 0.5442 loss_cls: 0.1916 loss_bbox: 0.3526 2022/11/14 16:21:02 - mmengine - INFO - Epoch(train) [26][6700/8541] lr: 1.5626e-04 eta: 7:56:41 time: 0.3380 data_time: 0.0141 memory: 7166 loss: 0.4917 loss_cls: 0.1589 loss_bbox: 0.3328 2022/11/14 16:21:19 - mmengine - INFO - Epoch(train) [26][6750/8541] lr: 1.5614e-04 eta: 7:56:25 time: 0.3374 data_time: 0.0143 memory: 8289 loss: 0.5028 loss_cls: 0.1649 loss_bbox: 0.3379 2022/11/14 16:21:35 - mmengine - INFO - Epoch(train) [26][6800/8541] lr: 1.5602e-04 eta: 7:56:09 time: 0.3248 data_time: 0.0136 memory: 6839 loss: 0.5036 loss_cls: 0.1719 loss_bbox: 0.3317 2022/11/14 16:21:52 - mmengine - INFO - Epoch(train) [26][6850/8541] lr: 1.5590e-04 eta: 7:55:53 time: 0.3431 data_time: 0.0145 memory: 8292 loss: 0.5261 loss_cls: 0.1832 loss_bbox: 0.3429 2022/11/14 16:22:09 - mmengine - INFO - Epoch(train) [26][6900/8541] lr: 1.5578e-04 eta: 7:55:36 time: 0.3324 data_time: 0.0139 memory: 8170 loss: 0.4845 loss_cls: 0.1546 loss_bbox: 0.3299 2022/11/14 16:22:26 - mmengine - INFO - Epoch(train) [26][6950/8541] lr: 1.5566e-04 eta: 7:55:20 time: 0.3361 data_time: 0.0139 memory: 7576 loss: 0.5299 loss_cls: 0.1769 loss_bbox: 0.3530 2022/11/14 16:22:42 - mmengine - INFO - Epoch(train) [26][7000/8541] lr: 1.5554e-04 eta: 7:55:04 time: 0.3344 data_time: 0.0142 memory: 7504 loss: 0.4983 loss_cls: 0.1650 loss_bbox: 0.3334 2022/11/14 16:23:00 - mmengine - INFO - Epoch(train) [26][7050/8541] lr: 1.5543e-04 eta: 7:54:48 time: 0.3479 data_time: 0.0140 memory: 8685 loss: 0.5327 loss_cls: 0.1853 loss_bbox: 0.3474 2022/11/14 16:23:17 - mmengine - INFO - Epoch(train) [26][7100/8541] lr: 1.5531e-04 eta: 7:54:31 time: 0.3328 data_time: 0.0139 memory: 8038 loss: 0.5243 loss_cls: 0.1753 loss_bbox: 0.3490 2022/11/14 16:23:33 - mmengine - INFO - Epoch(train) [26][7150/8541] lr: 1.5519e-04 eta: 7:54:15 time: 0.3310 data_time: 0.0136 memory: 8405 loss: 0.5079 loss_cls: 0.1726 loss_bbox: 0.3353 2022/11/14 16:23:50 - mmengine - INFO - Epoch(train) [26][7200/8541] lr: 1.5507e-04 eta: 7:53:59 time: 0.3268 data_time: 0.0137 memory: 7185 loss: 0.5073 loss_cls: 0.1655 loss_bbox: 0.3417 2022/11/14 16:24:07 - mmengine - INFO - Epoch(train) [26][7250/8541] lr: 1.5495e-04 eta: 7:53:43 time: 0.3434 data_time: 0.0137 memory: 8330 loss: 0.4994 loss_cls: 0.1665 loss_bbox: 0.3329 2022/11/14 16:24:23 - mmengine - INFO - Epoch(train) [26][7300/8541] lr: 1.5483e-04 eta: 7:53:26 time: 0.3302 data_time: 0.0136 memory: 6954 loss: 0.5221 loss_cls: 0.1791 loss_bbox: 0.3430 2022/11/14 16:24:40 - mmengine - INFO - Epoch(train) [26][7350/8541] lr: 1.5471e-04 eta: 7:53:10 time: 0.3267 data_time: 0.0134 memory: 7456 loss: 0.5193 loss_cls: 0.1777 loss_bbox: 0.3416 2022/11/14 16:24:56 - mmengine - INFO - Epoch(train) [26][7400/8541] lr: 1.5459e-04 eta: 7:52:53 time: 0.3269 data_time: 0.0131 memory: 7072 loss: 0.4901 loss_cls: 0.1607 loss_bbox: 0.3294 2022/11/14 16:25:13 - mmengine - INFO - Epoch(train) [26][7450/8541] lr: 1.5447e-04 eta: 7:52:37 time: 0.3314 data_time: 0.0134 memory: 6897 loss: 0.5081 loss_cls: 0.1694 loss_bbox: 0.3387 2022/11/14 16:25:21 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 16:25:29 - mmengine - INFO - Epoch(train) [26][7500/8541] lr: 1.5436e-04 eta: 7:52:21 time: 0.3327 data_time: 0.0134 memory: 8247 loss: 0.5210 loss_cls: 0.1695 loss_bbox: 0.3516 2022/11/14 16:25:46 - mmengine - INFO - Epoch(train) [26][7550/8541] lr: 1.5424e-04 eta: 7:52:04 time: 0.3274 data_time: 0.0137 memory: 6845 loss: 0.5230 loss_cls: 0.1797 loss_bbox: 0.3434 2022/11/14 16:26:02 - mmengine - INFO - Epoch(train) [26][7600/8541] lr: 1.5412e-04 eta: 7:51:48 time: 0.3288 data_time: 0.0134 memory: 7313 loss: 0.5013 loss_cls: 0.1608 loss_bbox: 0.3405 2022/11/14 16:26:19 - mmengine - INFO - Epoch(train) [26][7650/8541] lr: 1.5400e-04 eta: 7:51:32 time: 0.3249 data_time: 0.0135 memory: 6944 loss: 0.4940 loss_cls: 0.1727 loss_bbox: 0.3213 2022/11/14 16:26:35 - mmengine - INFO - Epoch(train) [26][7700/8541] lr: 1.5388e-04 eta: 7:51:15 time: 0.3337 data_time: 0.0134 memory: 7816 loss: 0.5026 loss_cls: 0.1715 loss_bbox: 0.3311 2022/11/14 16:26:52 - mmengine - INFO - Epoch(train) [26][7750/8541] lr: 1.5376e-04 eta: 7:50:59 time: 0.3335 data_time: 0.0136 memory: 7815 loss: 0.5003 loss_cls: 0.1573 loss_bbox: 0.3430 2022/11/14 16:27:09 - mmengine - INFO - Epoch(train) [26][7800/8541] lr: 1.5364e-04 eta: 7:50:43 time: 0.3317 data_time: 0.0135 memory: 7905 loss: 0.5318 loss_cls: 0.1749 loss_bbox: 0.3570 2022/11/14 16:27:25 - mmengine - INFO - Epoch(train) [26][7850/8541] lr: 1.5352e-04 eta: 7:50:26 time: 0.3276 data_time: 0.0134 memory: 7178 loss: 0.5265 loss_cls: 0.1810 loss_bbox: 0.3455 2022/11/14 16:27:42 - mmengine - INFO - Epoch(train) [26][7900/8541] lr: 1.5340e-04 eta: 7:50:10 time: 0.3321 data_time: 0.0135 memory: 7298 loss: 0.5206 loss_cls: 0.1757 loss_bbox: 0.3449 2022/11/14 16:27:58 - mmengine - INFO - Epoch(train) [26][7950/8541] lr: 1.5328e-04 eta: 7:49:54 time: 0.3334 data_time: 0.0134 memory: 6789 loss: 0.5422 loss_cls: 0.1843 loss_bbox: 0.3579 2022/11/14 16:28:15 - mmengine - INFO - Epoch(train) [26][8000/8541] lr: 1.5316e-04 eta: 7:49:37 time: 0.3266 data_time: 0.0135 memory: 8121 loss: 0.5196 loss_cls: 0.1724 loss_bbox: 0.3472 2022/11/14 16:28:32 - mmengine - INFO - Epoch(train) [26][8050/8541] lr: 1.5305e-04 eta: 7:49:21 time: 0.3362 data_time: 0.0135 memory: 7871 loss: 0.5506 loss_cls: 0.1866 loss_bbox: 0.3639 2022/11/14 16:28:48 - mmengine - INFO - Epoch(train) [26][8100/8541] lr: 1.5293e-04 eta: 7:49:05 time: 0.3317 data_time: 0.0135 memory: 7392 loss: 0.5267 loss_cls: 0.1759 loss_bbox: 0.3507 2022/11/14 16:29:04 - mmengine - INFO - Epoch(train) [26][8150/8541] lr: 1.5281e-04 eta: 7:48:48 time: 0.3205 data_time: 0.0133 memory: 7197 loss: 0.5201 loss_cls: 0.1787 loss_bbox: 0.3414 2022/11/14 16:29:21 - mmengine - INFO - Epoch(train) [26][8200/8541] lr: 1.5269e-04 eta: 7:48:32 time: 0.3254 data_time: 0.0134 memory: 7035 loss: 0.5127 loss_cls: 0.1659 loss_bbox: 0.3468 2022/11/14 16:29:38 - mmengine - INFO - Epoch(train) [26][8250/8541] lr: 1.5257e-04 eta: 7:48:16 time: 0.3363 data_time: 0.0135 memory: 7417 loss: 0.5109 loss_cls: 0.1679 loss_bbox: 0.3430 2022/11/14 16:29:54 - mmengine - INFO - Epoch(train) [26][8300/8541] lr: 1.5245e-04 eta: 7:47:59 time: 0.3274 data_time: 0.0134 memory: 7602 loss: 0.5358 loss_cls: 0.1828 loss_bbox: 0.3530 2022/11/14 16:30:11 - mmengine - INFO - Epoch(train) [26][8350/8541] lr: 1.5233e-04 eta: 7:47:43 time: 0.3301 data_time: 0.0136 memory: 6818 loss: 0.5103 loss_cls: 0.1695 loss_bbox: 0.3409 2022/11/14 16:30:27 - mmengine - INFO - Epoch(train) [26][8400/8541] lr: 1.5221e-04 eta: 7:47:27 time: 0.3316 data_time: 0.0137 memory: 8062 loss: 0.5176 loss_cls: 0.1773 loss_bbox: 0.3403 2022/11/14 16:30:44 - mmengine - INFO - Epoch(train) [26][8450/8541] lr: 1.5209e-04 eta: 7:47:10 time: 0.3306 data_time: 0.0136 memory: 7349 loss: 0.4781 loss_cls: 0.1553 loss_bbox: 0.3228 2022/11/14 16:30:52 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 16:31:01 - mmengine - INFO - Epoch(train) [26][8500/8541] lr: 1.5197e-04 eta: 7:46:54 time: 0.3404 data_time: 0.0138 memory: 7313 loss: 0.4969 loss_cls: 0.1600 loss_bbox: 0.3370 2022/11/14 16:31:14 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 16:31:32 - mmengine - INFO - Epoch(train) [27][50/8541] lr: 1.5175e-04 eta: 7:46:25 time: 0.3630 data_time: 0.0259 memory: 7596 loss: 0.5088 loss_cls: 0.1664 loss_bbox: 0.3424 2022/11/14 16:31:49 - mmengine - INFO - Epoch(train) [27][100/8541] lr: 1.5163e-04 eta: 7:46:08 time: 0.3310 data_time: 0.0133 memory: 7664 loss: 0.5026 loss_cls: 0.1575 loss_bbox: 0.3451 2022/11/14 16:32:05 - mmengine - INFO - Epoch(train) [27][150/8541] lr: 1.5151e-04 eta: 7:45:52 time: 0.3285 data_time: 0.0138 memory: 7383 loss: 0.5172 loss_cls: 0.1732 loss_bbox: 0.3439 2022/11/14 16:32:22 - mmengine - INFO - Epoch(train) [27][200/8541] lr: 1.5139e-04 eta: 7:45:36 time: 0.3359 data_time: 0.0136 memory: 7642 loss: 0.4831 loss_cls: 0.1538 loss_bbox: 0.3293 2022/11/14 16:32:39 - mmengine - INFO - Epoch(train) [27][250/8541] lr: 1.5128e-04 eta: 7:45:19 time: 0.3268 data_time: 0.0135 memory: 8411 loss: 0.5278 loss_cls: 0.1811 loss_bbox: 0.3467 2022/11/14 16:32:55 - mmengine - INFO - Epoch(train) [27][300/8541] lr: 1.5116e-04 eta: 7:45:03 time: 0.3365 data_time: 0.0140 memory: 7838 loss: 0.5348 loss_cls: 0.1868 loss_bbox: 0.3479 2022/11/14 16:33:12 - mmengine - INFO - Epoch(train) [27][350/8541] lr: 1.5104e-04 eta: 7:44:47 time: 0.3342 data_time: 0.0137 memory: 7401 loss: 0.4812 loss_cls: 0.1566 loss_bbox: 0.3246 2022/11/14 16:33:29 - mmengine - INFO - Epoch(train) [27][400/8541] lr: 1.5092e-04 eta: 7:44:31 time: 0.3330 data_time: 0.0137 memory: 8667 loss: 0.4963 loss_cls: 0.1668 loss_bbox: 0.3295 2022/11/14 16:33:46 - mmengine - INFO - Epoch(train) [27][450/8541] lr: 1.5080e-04 eta: 7:44:14 time: 0.3308 data_time: 0.0134 memory: 7502 loss: 0.5425 loss_cls: 0.1860 loss_bbox: 0.3565 2022/11/14 16:34:02 - mmengine - INFO - Epoch(train) [27][500/8541] lr: 1.5068e-04 eta: 7:43:58 time: 0.3276 data_time: 0.0137 memory: 7129 loss: 0.5195 loss_cls: 0.1773 loss_bbox: 0.3422 2022/11/14 16:34:19 - mmengine - INFO - Epoch(train) [27][550/8541] lr: 1.5056e-04 eta: 7:43:42 time: 0.3332 data_time: 0.0137 memory: 8059 loss: 0.4978 loss_cls: 0.1633 loss_bbox: 0.3345 2022/11/14 16:34:35 - mmengine - INFO - Epoch(train) [27][600/8541] lr: 1.5044e-04 eta: 7:43:25 time: 0.3299 data_time: 0.0136 memory: 8339 loss: 0.5004 loss_cls: 0.1608 loss_bbox: 0.3396 2022/11/14 16:34:51 - mmengine - INFO - Epoch(train) [27][650/8541] lr: 1.5032e-04 eta: 7:43:09 time: 0.3238 data_time: 0.0134 memory: 7455 loss: 0.5168 loss_cls: 0.1692 loss_bbox: 0.3476 2022/11/14 16:35:08 - mmengine - INFO - Epoch(train) [27][700/8541] lr: 1.5020e-04 eta: 7:42:52 time: 0.3305 data_time: 0.0135 memory: 7620 loss: 0.4979 loss_cls: 0.1669 loss_bbox: 0.3310 2022/11/14 16:35:25 - mmengine - INFO - Epoch(train) [27][750/8541] lr: 1.5008e-04 eta: 7:42:36 time: 0.3305 data_time: 0.0135 memory: 7313 loss: 0.5114 loss_cls: 0.1719 loss_bbox: 0.3395 2022/11/14 16:35:41 - mmengine - INFO - Epoch(train) [27][800/8541] lr: 1.4996e-04 eta: 7:42:20 time: 0.3302 data_time: 0.0137 memory: 7012 loss: 0.5614 loss_cls: 0.1922 loss_bbox: 0.3692 2022/11/14 16:35:58 - mmengine - INFO - Epoch(train) [27][850/8541] lr: 1.4984e-04 eta: 7:42:03 time: 0.3302 data_time: 0.0136 memory: 7984 loss: 0.4899 loss_cls: 0.1558 loss_bbox: 0.3341 2022/11/14 16:36:14 - mmengine - INFO - Epoch(train) [27][900/8541] lr: 1.4972e-04 eta: 7:41:47 time: 0.3336 data_time: 0.0135 memory: 7581 loss: 0.4895 loss_cls: 0.1592 loss_bbox: 0.3303 2022/11/14 16:36:26 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 16:36:31 - mmengine - INFO - Epoch(train) [27][950/8541] lr: 1.4960e-04 eta: 7:41:31 time: 0.3252 data_time: 0.0132 memory: 7443 loss: 0.5114 loss_cls: 0.1719 loss_bbox: 0.3395 2022/11/14 16:36:48 - mmengine - INFO - Epoch(train) [27][1000/8541] lr: 1.4948e-04 eta: 7:41:15 time: 0.3435 data_time: 0.0136 memory: 8565 loss: 0.5115 loss_cls: 0.1749 loss_bbox: 0.3365 2022/11/14 16:37:05 - mmengine - INFO - Epoch(train) [27][1050/8541] lr: 1.4936e-04 eta: 7:40:58 time: 0.3365 data_time: 0.0134 memory: 8008 loss: 0.4873 loss_cls: 0.1561 loss_bbox: 0.3312 2022/11/14 16:37:22 - mmengine - INFO - Epoch(train) [27][1100/8541] lr: 1.4924e-04 eta: 7:40:42 time: 0.3351 data_time: 0.0135 memory: 7772 loss: 0.5170 loss_cls: 0.1720 loss_bbox: 0.3451 2022/11/14 16:37:38 - mmengine - INFO - Epoch(train) [27][1150/8541] lr: 1.4912e-04 eta: 7:40:26 time: 0.3242 data_time: 0.0134 memory: 6960 loss: 0.5159 loss_cls: 0.1772 loss_bbox: 0.3387 2022/11/14 16:37:54 - mmengine - INFO - Epoch(train) [27][1200/8541] lr: 1.4900e-04 eta: 7:40:09 time: 0.3302 data_time: 0.0135 memory: 7984 loss: 0.5408 loss_cls: 0.1902 loss_bbox: 0.3505 2022/11/14 16:38:11 - mmengine - INFO - Epoch(train) [27][1250/8541] lr: 1.4888e-04 eta: 7:39:53 time: 0.3302 data_time: 0.0137 memory: 7064 loss: 0.4966 loss_cls: 0.1664 loss_bbox: 0.3302 2022/11/14 16:38:28 - mmengine - INFO - Epoch(train) [27][1300/8541] lr: 1.4876e-04 eta: 7:39:37 time: 0.3302 data_time: 0.0132 memory: 7469 loss: 0.5196 loss_cls: 0.1724 loss_bbox: 0.3471 2022/11/14 16:38:44 - mmengine - INFO - Epoch(train) [27][1350/8541] lr: 1.4864e-04 eta: 7:39:20 time: 0.3237 data_time: 0.0136 memory: 7066 loss: 0.5213 loss_cls: 0.1710 loss_bbox: 0.3503 2022/11/14 16:39:01 - mmengine - INFO - Epoch(train) [27][1400/8541] lr: 1.4852e-04 eta: 7:39:04 time: 0.3342 data_time: 0.0135 memory: 7443 loss: 0.5139 loss_cls: 0.1719 loss_bbox: 0.3420 2022/11/14 16:39:17 - mmengine - INFO - Epoch(train) [27][1450/8541] lr: 1.4840e-04 eta: 7:38:48 time: 0.3335 data_time: 0.0137 memory: 7484 loss: 0.5088 loss_cls: 0.1665 loss_bbox: 0.3424 2022/11/14 16:39:34 - mmengine - INFO - Epoch(train) [27][1500/8541] lr: 1.4828e-04 eta: 7:38:31 time: 0.3345 data_time: 0.0133 memory: 7145 loss: 0.5054 loss_cls: 0.1690 loss_bbox: 0.3365 2022/11/14 16:39:52 - mmengine - INFO - Epoch(train) [27][1550/8541] lr: 1.4816e-04 eta: 7:38:15 time: 0.3502 data_time: 0.0137 memory: 9044 loss: 0.5066 loss_cls: 0.1645 loss_bbox: 0.3422 2022/11/14 16:40:08 - mmengine - INFO - Epoch(train) [27][1600/8541] lr: 1.4804e-04 eta: 7:37:59 time: 0.3271 data_time: 0.0136 memory: 6888 loss: 0.5072 loss_cls: 0.1642 loss_bbox: 0.3430 2022/11/14 16:40:25 - mmengine - INFO - Epoch(train) [27][1650/8541] lr: 1.4792e-04 eta: 7:37:43 time: 0.3335 data_time: 0.0134 memory: 8241 loss: 0.5103 loss_cls: 0.1649 loss_bbox: 0.3453 2022/11/14 16:40:42 - mmengine - INFO - Epoch(train) [27][1700/8541] lr: 1.4780e-04 eta: 7:37:26 time: 0.3349 data_time: 0.0138 memory: 8133 loss: 0.5074 loss_cls: 0.1672 loss_bbox: 0.3402 2022/11/14 16:40:58 - mmengine - INFO - Epoch(train) [27][1750/8541] lr: 1.4768e-04 eta: 7:37:10 time: 0.3269 data_time: 0.0136 memory: 7646 loss: 0.5183 loss_cls: 0.1770 loss_bbox: 0.3412 2022/11/14 16:41:15 - mmengine - INFO - Epoch(train) [27][1800/8541] lr: 1.4756e-04 eta: 7:36:54 time: 0.3312 data_time: 0.0139 memory: 6997 loss: 0.5026 loss_cls: 0.1729 loss_bbox: 0.3297 2022/11/14 16:41:31 - mmengine - INFO - Epoch(train) [27][1850/8541] lr: 1.4744e-04 eta: 7:36:37 time: 0.3350 data_time: 0.0135 memory: 8338 loss: 0.4981 loss_cls: 0.1635 loss_bbox: 0.3346 2022/11/14 16:41:48 - mmengine - INFO - Epoch(train) [27][1900/8541] lr: 1.4732e-04 eta: 7:36:21 time: 0.3327 data_time: 0.0136 memory: 7657 loss: 0.6484 loss_cls: 0.2335 loss_bbox: 0.4149 2022/11/14 16:42:00 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 16:42:05 - mmengine - INFO - Epoch(train) [27][1950/8541] lr: 1.4720e-04 eta: 7:36:05 time: 0.3339 data_time: 0.0131 memory: 8307 loss: 0.6079 loss_cls: 0.2186 loss_bbox: 0.3893 2022/11/14 16:42:22 - mmengine - INFO - Epoch(train) [27][2000/8541] lr: 1.4708e-04 eta: 7:35:48 time: 0.3335 data_time: 0.0135 memory: 7802 loss: 0.5586 loss_cls: 0.1946 loss_bbox: 0.3639 2022/11/14 16:42:38 - mmengine - INFO - Epoch(train) [27][2050/8541] lr: 1.4696e-04 eta: 7:35:32 time: 0.3329 data_time: 0.0135 memory: 7519 loss: 0.5517 loss_cls: 0.1919 loss_bbox: 0.3598 2022/11/14 16:42:55 - mmengine - INFO - Epoch(train) [27][2100/8541] lr: 1.4684e-04 eta: 7:35:16 time: 0.3395 data_time: 0.0139 memory: 7529 loss: 0.5669 loss_cls: 0.1954 loss_bbox: 0.3716 2022/11/14 16:43:12 - mmengine - INFO - Epoch(train) [27][2150/8541] lr: 1.4672e-04 eta: 7:35:00 time: 0.3357 data_time: 0.0135 memory: 8305 loss: 0.5712 loss_cls: 0.1991 loss_bbox: 0.3721 2022/11/14 16:43:29 - mmengine - INFO - Epoch(train) [27][2200/8541] lr: 1.4660e-04 eta: 7:34:43 time: 0.3344 data_time: 0.0140 memory: 7317 loss: 0.5280 loss_cls: 0.1748 loss_bbox: 0.3531 2022/11/14 16:43:45 - mmengine - INFO - Epoch(train) [27][2250/8541] lr: 1.4648e-04 eta: 7:34:27 time: 0.3301 data_time: 0.0134 memory: 8433 loss: 0.5301 loss_cls: 0.1751 loss_bbox: 0.3550 2022/11/14 16:44:02 - mmengine - INFO - Epoch(train) [27][2300/8541] lr: 1.4636e-04 eta: 7:34:11 time: 0.3349 data_time: 0.0138 memory: 7069 loss: 0.5479 loss_cls: 0.1869 loss_bbox: 0.3610 2022/11/14 16:44:19 - mmengine - INFO - Epoch(train) [27][2350/8541] lr: 1.4624e-04 eta: 7:33:55 time: 0.3340 data_time: 0.0141 memory: 7466 loss: 0.5514 loss_cls: 0.1954 loss_bbox: 0.3560 2022/11/14 16:44:36 - mmengine - INFO - Epoch(train) [27][2400/8541] lr: 1.4612e-04 eta: 7:33:38 time: 0.3316 data_time: 0.0136 memory: 7871 loss: 0.5270 loss_cls: 0.1770 loss_bbox: 0.3500 2022/11/14 16:44:52 - mmengine - INFO - Epoch(train) [27][2450/8541] lr: 1.4599e-04 eta: 7:33:22 time: 0.3265 data_time: 0.0134 memory: 7068 loss: 0.5257 loss_cls: 0.1774 loss_bbox: 0.3483 2022/11/14 16:45:09 - mmengine - INFO - Epoch(train) [27][2500/8541] lr: 1.4587e-04 eta: 7:33:06 time: 0.3359 data_time: 0.0139 memory: 7954 loss: 0.5123 loss_cls: 0.1623 loss_bbox: 0.3500 2022/11/14 16:45:25 - mmengine - INFO - Epoch(train) [27][2550/8541] lr: 1.4575e-04 eta: 7:32:49 time: 0.3290 data_time: 0.0138 memory: 7673 loss: 0.5177 loss_cls: 0.1748 loss_bbox: 0.3429 2022/11/14 16:45:42 - mmengine - INFO - Epoch(train) [27][2600/8541] lr: 1.4563e-04 eta: 7:32:33 time: 0.3293 data_time: 0.0137 memory: 8068 loss: 0.4893 loss_cls: 0.1603 loss_bbox: 0.3290 2022/11/14 16:45:59 - mmengine - INFO - Epoch(train) [27][2650/8541] lr: 1.4551e-04 eta: 7:32:17 time: 0.3342 data_time: 0.0136 memory: 8016 loss: 0.5149 loss_cls: 0.1673 loss_bbox: 0.3476 2022/11/14 16:46:15 - mmengine - INFO - Epoch(train) [27][2700/8541] lr: 1.4539e-04 eta: 7:32:00 time: 0.3321 data_time: 0.0135 memory: 8191 loss: 0.4902 loss_cls: 0.1620 loss_bbox: 0.3282 2022/11/14 16:46:32 - mmengine - INFO - Epoch(train) [27][2750/8541] lr: 1.4527e-04 eta: 7:31:44 time: 0.3324 data_time: 0.0139 memory: 7019 loss: 0.5184 loss_cls: 0.1754 loss_bbox: 0.3430 2022/11/14 16:46:48 - mmengine - INFO - Epoch(train) [27][2800/8541] lr: 1.4515e-04 eta: 7:31:28 time: 0.3278 data_time: 0.0135 memory: 7130 loss: 0.5067 loss_cls: 0.1654 loss_bbox: 0.3413 2022/11/14 16:47:05 - mmengine - INFO - Epoch(train) [27][2850/8541] lr: 1.4503e-04 eta: 7:31:11 time: 0.3271 data_time: 0.0137 memory: 8975 loss: 0.5162 loss_cls: 0.1764 loss_bbox: 0.3398 2022/11/14 16:47:21 - mmengine - INFO - Epoch(train) [27][2900/8541] lr: 1.4491e-04 eta: 7:30:55 time: 0.3250 data_time: 0.0137 memory: 7835 loss: 0.5165 loss_cls: 0.1694 loss_bbox: 0.3471 2022/11/14 16:47:32 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 16:47:38 - mmengine - INFO - Epoch(train) [27][2950/8541] lr: 1.4479e-04 eta: 7:30:38 time: 0.3291 data_time: 0.0134 memory: 8330 loss: 0.4980 loss_cls: 0.1654 loss_bbox: 0.3326 2022/11/14 16:47:54 - mmengine - INFO - Epoch(train) [27][3000/8541] lr: 1.4467e-04 eta: 7:30:22 time: 0.3306 data_time: 0.0138 memory: 7838 loss: 0.4978 loss_cls: 0.1685 loss_bbox: 0.3293 2022/11/14 16:48:11 - mmengine - INFO - Epoch(train) [27][3050/8541] lr: 1.4455e-04 eta: 7:30:06 time: 0.3426 data_time: 0.0137 memory: 7573 loss: 0.5179 loss_cls: 0.1792 loss_bbox: 0.3386 2022/11/14 16:48:28 - mmengine - INFO - Epoch(train) [27][3100/8541] lr: 1.4443e-04 eta: 7:29:49 time: 0.3303 data_time: 0.0134 memory: 7583 loss: 0.5066 loss_cls: 0.1669 loss_bbox: 0.3397 2022/11/14 16:48:45 - mmengine - INFO - Epoch(train) [27][3150/8541] lr: 1.4431e-04 eta: 7:29:33 time: 0.3348 data_time: 0.0134 memory: 8409 loss: 0.5026 loss_cls: 0.1608 loss_bbox: 0.3418 2022/11/14 16:49:01 - mmengine - INFO - Epoch(train) [27][3200/8541] lr: 1.4419e-04 eta: 7:29:17 time: 0.3194 data_time: 0.0138 memory: 6791 loss: 0.4953 loss_cls: 0.1603 loss_bbox: 0.3350 2022/11/14 16:49:17 - mmengine - INFO - Epoch(train) [27][3250/8541] lr: 1.4407e-04 eta: 7:29:00 time: 0.3312 data_time: 0.0137 memory: 7497 loss: 0.5024 loss_cls: 0.1624 loss_bbox: 0.3400 2022/11/14 16:49:34 - mmengine - INFO - Epoch(train) [27][3300/8541] lr: 1.4395e-04 eta: 7:28:44 time: 0.3323 data_time: 0.0137 memory: 6926 loss: 0.5138 loss_cls: 0.1682 loss_bbox: 0.3456 2022/11/14 16:49:51 - mmengine - INFO - Epoch(train) [27][3350/8541] lr: 1.4383e-04 eta: 7:28:28 time: 0.3366 data_time: 0.0139 memory: 8190 loss: 0.4920 loss_cls: 0.1577 loss_bbox: 0.3343 2022/11/14 16:50:07 - mmengine - INFO - Epoch(train) [27][3400/8541] lr: 1.4370e-04 eta: 7:28:11 time: 0.3296 data_time: 0.0138 memory: 7222 loss: 0.5019 loss_cls: 0.1647 loss_bbox: 0.3371 2022/11/14 16:50:24 - mmengine - INFO - Epoch(train) [27][3450/8541] lr: 1.4358e-04 eta: 7:27:55 time: 0.3351 data_time: 0.0134 memory: 8075 loss: 0.5018 loss_cls: 0.1643 loss_bbox: 0.3375 2022/11/14 16:50:41 - mmengine - INFO - Epoch(train) [27][3500/8541] lr: 1.4346e-04 eta: 7:27:39 time: 0.3318 data_time: 0.0134 memory: 7837 loss: 0.5217 loss_cls: 0.1744 loss_bbox: 0.3473 2022/11/14 16:50:57 - mmengine - INFO - Epoch(train) [27][3550/8541] lr: 1.4334e-04 eta: 7:27:22 time: 0.3296 data_time: 0.0138 memory: 7228 loss: 0.5228 loss_cls: 0.1790 loss_bbox: 0.3438 2022/11/14 16:51:14 - mmengine - INFO - Epoch(train) [27][3600/8541] lr: 1.4322e-04 eta: 7:27:06 time: 0.3297 data_time: 0.0135 memory: 7632 loss: 0.5206 loss_cls: 0.1778 loss_bbox: 0.3428 2022/11/14 16:51:31 - mmengine - INFO - Epoch(train) [27][3650/8541] lr: 1.4310e-04 eta: 7:26:50 time: 0.3340 data_time: 0.0138 memory: 7654 loss: 0.4983 loss_cls: 0.1641 loss_bbox: 0.3342 2022/11/14 16:51:47 - mmengine - INFO - Epoch(train) [27][3700/8541] lr: 1.4298e-04 eta: 7:26:34 time: 0.3353 data_time: 0.0136 memory: 7300 loss: 0.5177 loss_cls: 0.1743 loss_bbox: 0.3434 2022/11/14 16:52:04 - mmengine - INFO - Epoch(train) [27][3750/8541] lr: 1.4286e-04 eta: 7:26:17 time: 0.3293 data_time: 0.0138 memory: 7754 loss: 0.5057 loss_cls: 0.1683 loss_bbox: 0.3374 2022/11/14 16:52:20 - mmengine - INFO - Epoch(train) [27][3800/8541] lr: 1.4274e-04 eta: 7:26:01 time: 0.3235 data_time: 0.0137 memory: 7343 loss: 0.5179 loss_cls: 0.1732 loss_bbox: 0.3447 2022/11/14 16:52:37 - mmengine - INFO - Epoch(train) [27][3850/8541] lr: 1.4262e-04 eta: 7:25:44 time: 0.3297 data_time: 0.0137 memory: 7588 loss: 0.5008 loss_cls: 0.1629 loss_bbox: 0.3378 2022/11/14 16:52:53 - mmengine - INFO - Epoch(train) [27][3900/8541] lr: 1.4250e-04 eta: 7:25:28 time: 0.3258 data_time: 0.0136 memory: 7757 loss: 0.5245 loss_cls: 0.1820 loss_bbox: 0.3424 2022/11/14 16:53:04 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 16:53:10 - mmengine - INFO - Epoch(train) [27][3950/8541] lr: 1.4238e-04 eta: 7:25:12 time: 0.3353 data_time: 0.0142 memory: 7001 loss: 0.5057 loss_cls: 0.1723 loss_bbox: 0.3334 2022/11/14 16:53:26 - mmengine - INFO - Epoch(train) [27][4000/8541] lr: 1.4226e-04 eta: 7:24:55 time: 0.3250 data_time: 0.0141 memory: 7212 loss: 0.5185 loss_cls: 0.1805 loss_bbox: 0.3380 2022/11/14 16:53:43 - mmengine - INFO - Epoch(train) [27][4050/8541] lr: 1.4214e-04 eta: 7:24:39 time: 0.3443 data_time: 0.0139 memory: 8016 loss: 0.5121 loss_cls: 0.1665 loss_bbox: 0.3457 2022/11/14 16:54:01 - mmengine - INFO - Epoch(train) [27][4100/8541] lr: 1.4201e-04 eta: 7:24:23 time: 0.3414 data_time: 0.0143 memory: 7125 loss: 0.5118 loss_cls: 0.1666 loss_bbox: 0.3452 2022/11/14 16:54:17 - mmengine - INFO - Epoch(train) [27][4150/8541] lr: 1.4189e-04 eta: 7:24:07 time: 0.3329 data_time: 0.0143 memory: 8267 loss: 0.5079 loss_cls: 0.1669 loss_bbox: 0.3410 2022/11/14 16:54:34 - mmengine - INFO - Epoch(train) [27][4200/8541] lr: 1.4177e-04 eta: 7:23:50 time: 0.3285 data_time: 0.0138 memory: 8908 loss: 0.5157 loss_cls: 0.1723 loss_bbox: 0.3434 2022/11/14 16:54:51 - mmengine - INFO - Epoch(train) [27][4250/8541] lr: 1.4165e-04 eta: 7:23:34 time: 0.3403 data_time: 0.0138 memory: 7538 loss: 0.4909 loss_cls: 0.1546 loss_bbox: 0.3363 2022/11/14 16:55:07 - mmengine - INFO - Epoch(train) [27][4300/8541] lr: 1.4153e-04 eta: 7:23:18 time: 0.3300 data_time: 0.0139 memory: 8382 loss: 0.4984 loss_cls: 0.1627 loss_bbox: 0.3356 2022/11/14 16:55:24 - mmengine - INFO - Epoch(train) [27][4350/8541] lr: 1.4141e-04 eta: 7:23:01 time: 0.3267 data_time: 0.0141 memory: 8272 loss: 0.4978 loss_cls: 0.1662 loss_bbox: 0.3317 2022/11/14 16:55:40 - mmengine - INFO - Epoch(train) [27][4400/8541] lr: 1.4129e-04 eta: 7:22:45 time: 0.3297 data_time: 0.0138 memory: 7575 loss: 0.5590 loss_cls: 0.1934 loss_bbox: 0.3656 2022/11/14 16:55:57 - mmengine - INFO - Epoch(train) [27][4450/8541] lr: 1.4117e-04 eta: 7:22:29 time: 0.3335 data_time: 0.0139 memory: 7408 loss: 0.5193 loss_cls: 0.1734 loss_bbox: 0.3459 2022/11/14 16:56:14 - mmengine - INFO - Epoch(train) [27][4500/8541] lr: 1.4105e-04 eta: 7:22:12 time: 0.3310 data_time: 0.0138 memory: 7187 loss: 0.4993 loss_cls: 0.1632 loss_bbox: 0.3361 2022/11/14 16:56:30 - mmengine - INFO - Epoch(train) [27][4550/8541] lr: 1.4093e-04 eta: 7:21:56 time: 0.3284 data_time: 0.0140 memory: 7619 loss: 0.4987 loss_cls: 0.1643 loss_bbox: 0.3344 2022/11/14 16:56:47 - mmengine - INFO - Epoch(train) [27][4600/8541] lr: 1.4081e-04 eta: 7:21:40 time: 0.3308 data_time: 0.0140 memory: 7294 loss: 0.5283 loss_cls: 0.1734 loss_bbox: 0.3548 2022/11/14 16:57:03 - mmengine - INFO - Epoch(train) [27][4650/8541] lr: 1.4068e-04 eta: 7:21:23 time: 0.3296 data_time: 0.0142 memory: 7165 loss: 0.5154 loss_cls: 0.1682 loss_bbox: 0.3472 2022/11/14 16:57:20 - mmengine - INFO - Epoch(train) [27][4700/8541] lr: 1.4056e-04 eta: 7:21:07 time: 0.3297 data_time: 0.0137 memory: 7304 loss: 0.5079 loss_cls: 0.1715 loss_bbox: 0.3364 2022/11/14 16:57:37 - mmengine - INFO - Epoch(train) [27][4750/8541] lr: 1.4044e-04 eta: 7:20:51 time: 0.3402 data_time: 0.0139 memory: 8686 loss: 0.5210 loss_cls: 0.1680 loss_bbox: 0.3530 2022/11/14 16:57:53 - mmengine - INFO - Epoch(train) [27][4800/8541] lr: 1.4032e-04 eta: 7:20:34 time: 0.3307 data_time: 0.0135 memory: 9455 loss: 0.5140 loss_cls: 0.1788 loss_bbox: 0.3352 2022/11/14 16:58:10 - mmengine - INFO - Epoch(train) [27][4850/8541] lr: 1.4020e-04 eta: 7:20:18 time: 0.3304 data_time: 0.0138 memory: 7956 loss: 0.5135 loss_cls: 0.1705 loss_bbox: 0.3430 2022/11/14 16:58:26 - mmengine - INFO - Epoch(train) [27][4900/8541] lr: 1.4008e-04 eta: 7:20:02 time: 0.3286 data_time: 0.0140 memory: 7226 loss: 0.5122 loss_cls: 0.1658 loss_bbox: 0.3464 2022/11/14 16:58:38 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 16:58:43 - mmengine - INFO - Epoch(train) [27][4950/8541] lr: 1.3996e-04 eta: 7:19:45 time: 0.3326 data_time: 0.0136 memory: 7187 loss: 0.5059 loss_cls: 0.1637 loss_bbox: 0.3423 2022/11/14 16:59:00 - mmengine - INFO - Epoch(train) [27][5000/8541] lr: 1.3984e-04 eta: 7:19:29 time: 0.3363 data_time: 0.0137 memory: 8740 loss: 0.5042 loss_cls: 0.1675 loss_bbox: 0.3367 2022/11/14 16:59:17 - mmengine - INFO - Epoch(train) [27][5050/8541] lr: 1.3972e-04 eta: 7:19:13 time: 0.3307 data_time: 0.0137 memory: 7129 loss: 0.5211 loss_cls: 0.1781 loss_bbox: 0.3430 2022/11/14 16:59:33 - mmengine - INFO - Epoch(train) [27][5100/8541] lr: 1.3960e-04 eta: 7:18:56 time: 0.3304 data_time: 0.0139 memory: 7503 loss: 0.5226 loss_cls: 0.1769 loss_bbox: 0.3458 2022/11/14 16:59:50 - mmengine - INFO - Epoch(train) [27][5150/8541] lr: 1.3947e-04 eta: 7:18:40 time: 0.3304 data_time: 0.0138 memory: 7647 loss: 0.4979 loss_cls: 0.1638 loss_bbox: 0.3341 2022/11/14 17:00:06 - mmengine - INFO - Epoch(train) [27][5200/8541] lr: 1.3935e-04 eta: 7:18:23 time: 0.3249 data_time: 0.0137 memory: 6863 loss: 0.5068 loss_cls: 0.1726 loss_bbox: 0.3342 2022/11/14 17:00:23 - mmengine - INFO - Epoch(train) [27][5250/8541] lr: 1.3923e-04 eta: 7:18:07 time: 0.3348 data_time: 0.0137 memory: 8200 loss: 0.5111 loss_cls: 0.1704 loss_bbox: 0.3407 2022/11/14 17:00:40 - mmengine - INFO - Epoch(train) [27][5300/8541] lr: 1.3911e-04 eta: 7:17:51 time: 0.3392 data_time: 0.0140 memory: 8512 loss: 0.5018 loss_cls: 0.1627 loss_bbox: 0.3391 2022/11/14 17:00:57 - mmengine - INFO - Epoch(train) [27][5350/8541] lr: 1.3899e-04 eta: 7:17:35 time: 0.3361 data_time: 0.0136 memory: 7661 loss: 0.5048 loss_cls: 0.1624 loss_bbox: 0.3424 2022/11/14 17:01:14 - mmengine - INFO - Epoch(train) [27][5400/8541] lr: 1.3887e-04 eta: 7:17:19 time: 0.3376 data_time: 0.0137 memory: 9021 loss: 0.5220 loss_cls: 0.1716 loss_bbox: 0.3504 2022/11/14 17:01:30 - mmengine - INFO - Epoch(train) [27][5450/8541] lr: 1.3875e-04 eta: 7:17:02 time: 0.3308 data_time: 0.0137 memory: 7738 loss: 0.5133 loss_cls: 0.1738 loss_bbox: 0.3395 2022/11/14 17:01:47 - mmengine - INFO - Epoch(train) [27][5500/8541] lr: 1.3863e-04 eta: 7:16:46 time: 0.3359 data_time: 0.0135 memory: 7946 loss: 0.5168 loss_cls: 0.1687 loss_bbox: 0.3481 2022/11/14 17:02:03 - mmengine - INFO - Epoch(train) [27][5550/8541] lr: 1.3851e-04 eta: 7:16:30 time: 0.3277 data_time: 0.0138 memory: 7853 loss: 0.5120 loss_cls: 0.1765 loss_bbox: 0.3355 2022/11/14 17:02:20 - mmengine - INFO - Epoch(train) [27][5600/8541] lr: 1.3838e-04 eta: 7:16:13 time: 0.3325 data_time: 0.0137 memory: 7156 loss: 0.4964 loss_cls: 0.1625 loss_bbox: 0.3339 2022/11/14 17:02:37 - mmengine - INFO - Epoch(train) [27][5650/8541] lr: 1.3826e-04 eta: 7:15:57 time: 0.3367 data_time: 0.0137 memory: 8422 loss: 0.5092 loss_cls: 0.1658 loss_bbox: 0.3435 2022/11/14 17:02:54 - mmengine - INFO - Epoch(train) [27][5700/8541] lr: 1.3814e-04 eta: 7:15:41 time: 0.3325 data_time: 0.0138 memory: 7282 loss: 0.5046 loss_cls: 0.1703 loss_bbox: 0.3342 2022/11/14 17:03:10 - mmengine - INFO - Epoch(train) [27][5750/8541] lr: 1.3802e-04 eta: 7:15:24 time: 0.3283 data_time: 0.0138 memory: 7901 loss: 0.4916 loss_cls: 0.1610 loss_bbox: 0.3306 2022/11/14 17:03:27 - mmengine - INFO - Epoch(train) [27][5800/8541] lr: 1.3790e-04 eta: 7:15:08 time: 0.3278 data_time: 0.0137 memory: 7383 loss: 0.5148 loss_cls: 0.1824 loss_bbox: 0.3325 2022/11/14 17:03:43 - mmengine - INFO - Epoch(train) [27][5850/8541] lr: 1.3778e-04 eta: 7:14:52 time: 0.3325 data_time: 0.0139 memory: 7791 loss: 0.4881 loss_cls: 0.1611 loss_bbox: 0.3270 2022/11/14 17:04:00 - mmengine - INFO - Epoch(train) [27][5900/8541] lr: 1.3766e-04 eta: 7:14:35 time: 0.3280 data_time: 0.0135 memory: 7608 loss: 0.4969 loss_cls: 0.1621 loss_bbox: 0.3347 2022/11/14 17:04:11 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 17:04:16 - mmengine - INFO - Epoch(train) [27][5950/8541] lr: 1.3754e-04 eta: 7:14:19 time: 0.3330 data_time: 0.0133 memory: 7205 loss: 0.5016 loss_cls: 0.1688 loss_bbox: 0.3328 2022/11/14 17:04:33 - mmengine - INFO - Epoch(train) [27][6000/8541] lr: 1.3742e-04 eta: 7:14:02 time: 0.3250 data_time: 0.0137 memory: 7416 loss: 0.5504 loss_cls: 0.1915 loss_bbox: 0.3588 2022/11/14 17:04:49 - mmengine - INFO - Epoch(train) [27][6050/8541] lr: 1.3729e-04 eta: 7:13:46 time: 0.3274 data_time: 0.0139 memory: 7566 loss: 0.5164 loss_cls: 0.1775 loss_bbox: 0.3389 2022/11/14 17:05:06 - mmengine - INFO - Epoch(train) [27][6100/8541] lr: 1.3717e-04 eta: 7:13:30 time: 0.3297 data_time: 0.0139 memory: 7177 loss: 0.5149 loss_cls: 0.1762 loss_bbox: 0.3387 2022/11/14 17:05:22 - mmengine - INFO - Epoch(train) [27][6150/8541] lr: 1.3705e-04 eta: 7:13:13 time: 0.3237 data_time: 0.0136 memory: 6963 loss: 0.5241 loss_cls: 0.1743 loss_bbox: 0.3498 2022/11/14 17:05:39 - mmengine - INFO - Epoch(train) [27][6200/8541] lr: 1.3693e-04 eta: 7:12:57 time: 0.3349 data_time: 0.0139 memory: 6965 loss: 0.5131 loss_cls: 0.1807 loss_bbox: 0.3325 2022/11/14 17:05:55 - mmengine - INFO - Epoch(train) [27][6250/8541] lr: 1.3681e-04 eta: 7:12:40 time: 0.3302 data_time: 0.0138 memory: 6996 loss: 0.5068 loss_cls: 0.1654 loss_bbox: 0.3413 2022/11/14 17:06:12 - mmengine - INFO - Epoch(train) [27][6300/8541] lr: 1.3669e-04 eta: 7:12:24 time: 0.3275 data_time: 0.0134 memory: 7046 loss: 0.5037 loss_cls: 0.1673 loss_bbox: 0.3364 2022/11/14 17:06:28 - mmengine - INFO - Epoch(train) [27][6350/8541] lr: 1.3657e-04 eta: 7:12:08 time: 0.3331 data_time: 0.0140 memory: 7333 loss: 0.4944 loss_cls: 0.1633 loss_bbox: 0.3310 2022/11/14 17:06:45 - mmengine - INFO - Epoch(train) [27][6400/8541] lr: 1.3645e-04 eta: 7:11:51 time: 0.3336 data_time: 0.0136 memory: 8189 loss: 0.4915 loss_cls: 0.1585 loss_bbox: 0.3330 2022/11/14 17:07:02 - mmengine - INFO - Epoch(train) [27][6450/8541] lr: 1.3632e-04 eta: 7:11:35 time: 0.3298 data_time: 0.0138 memory: 7201 loss: 0.4963 loss_cls: 0.1624 loss_bbox: 0.3339 2022/11/14 17:07:18 - mmengine - INFO - Epoch(train) [27][6500/8541] lr: 1.3620e-04 eta: 7:11:19 time: 0.3322 data_time: 0.0138 memory: 7415 loss: 0.4894 loss_cls: 0.1599 loss_bbox: 0.3295 2022/11/14 17:07:35 - mmengine - INFO - Epoch(train) [27][6550/8541] lr: 1.3608e-04 eta: 7:11:02 time: 0.3346 data_time: 0.0135 memory: 7469 loss: 0.4933 loss_cls: 0.1614 loss_bbox: 0.3319 2022/11/14 17:07:52 - mmengine - INFO - Epoch(train) [27][6600/8541] lr: 1.3596e-04 eta: 7:10:46 time: 0.3340 data_time: 0.0137 memory: 7902 loss: 0.5121 loss_cls: 0.1700 loss_bbox: 0.3421 2022/11/14 17:08:09 - mmengine - INFO - Epoch(train) [27][6650/8541] lr: 1.3584e-04 eta: 7:10:30 time: 0.3402 data_time: 0.0136 memory: 8478 loss: 0.4846 loss_cls: 0.1526 loss_bbox: 0.3320 2022/11/14 17:08:26 - mmengine - INFO - Epoch(train) [27][6700/8541] lr: 1.3572e-04 eta: 7:10:14 time: 0.3328 data_time: 0.0138 memory: 7305 loss: 0.5141 loss_cls: 0.1740 loss_bbox: 0.3400 2022/11/14 17:08:42 - mmengine - INFO - Epoch(train) [27][6750/8541] lr: 1.3560e-04 eta: 7:09:57 time: 0.3309 data_time: 0.0134 memory: 7487 loss: 0.5054 loss_cls: 0.1738 loss_bbox: 0.3316 2022/11/14 17:08:58 - mmengine - INFO - Epoch(train) [27][6800/8541] lr: 1.3548e-04 eta: 7:09:41 time: 0.3260 data_time: 0.0140 memory: 7131 loss: 0.5177 loss_cls: 0.1717 loss_bbox: 0.3460 2022/11/14 17:09:15 - mmengine - INFO - Epoch(train) [27][6850/8541] lr: 1.3536e-04 eta: 7:09:25 time: 0.3307 data_time: 0.0136 memory: 8309 loss: 0.4864 loss_cls: 0.1600 loss_bbox: 0.3264 2022/11/14 17:09:33 - mmengine - INFO - Epoch(train) [27][6900/8541] lr: 1.3523e-04 eta: 7:09:09 time: 0.3497 data_time: 0.0136 memory: 7940 loss: 0.4745 loss_cls: 0.1484 loss_bbox: 0.3261 2022/11/14 17:09:44 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 17:09:49 - mmengine - INFO - Epoch(train) [27][6950/8541] lr: 1.3511e-04 eta: 7:08:52 time: 0.3324 data_time: 0.0135 memory: 8031 loss: 0.5096 loss_cls: 0.1675 loss_bbox: 0.3422 2022/11/14 17:10:06 - mmengine - INFO - Epoch(train) [27][7000/8541] lr: 1.3499e-04 eta: 7:08:36 time: 0.3252 data_time: 0.0132 memory: 7252 loss: 0.4887 loss_cls: 0.1604 loss_bbox: 0.3283 2022/11/14 17:10:22 - mmengine - INFO - Epoch(train) [27][7050/8541] lr: 1.3487e-04 eta: 7:08:19 time: 0.3312 data_time: 0.0132 memory: 8276 loss: 0.5005 loss_cls: 0.1645 loss_bbox: 0.3360 2022/11/14 17:10:39 - mmengine - INFO - Epoch(train) [27][7100/8541] lr: 1.3475e-04 eta: 7:08:03 time: 0.3313 data_time: 0.0138 memory: 7216 loss: 0.4955 loss_cls: 0.1632 loss_bbox: 0.3324 2022/11/14 17:10:56 - mmengine - INFO - Epoch(train) [27][7150/8541] lr: 1.3463e-04 eta: 7:07:47 time: 0.3385 data_time: 0.0138 memory: 7297 loss: 0.5007 loss_cls: 0.1643 loss_bbox: 0.3364 2022/11/14 17:11:12 - mmengine - INFO - Epoch(train) [27][7200/8541] lr: 1.3451e-04 eta: 7:07:31 time: 0.3321 data_time: 0.0136 memory: 7596 loss: 0.4868 loss_cls: 0.1553 loss_bbox: 0.3315 2022/11/14 17:11:29 - mmengine - INFO - Epoch(train) [27][7250/8541] lr: 1.3438e-04 eta: 7:07:14 time: 0.3285 data_time: 0.0137 memory: 7469 loss: 0.4811 loss_cls: 0.1570 loss_bbox: 0.3241 2022/11/14 17:11:46 - mmengine - INFO - Epoch(train) [27][7300/8541] lr: 1.3426e-04 eta: 7:06:58 time: 0.3360 data_time: 0.0137 memory: 7252 loss: 0.4892 loss_cls: 0.1513 loss_bbox: 0.3379 2022/11/14 17:12:03 - mmengine - INFO - Epoch(train) [27][7350/8541] lr: 1.3414e-04 eta: 7:06:42 time: 0.3383 data_time: 0.0134 memory: 8927 loss: 0.5173 loss_cls: 0.1703 loss_bbox: 0.3469 2022/11/14 17:12:20 - mmengine - INFO - Epoch(train) [27][7400/8541] lr: 1.3402e-04 eta: 7:06:25 time: 0.3384 data_time: 0.0136 memory: 7308 loss: 0.5075 loss_cls: 0.1697 loss_bbox: 0.3378 2022/11/14 17:12:36 - mmengine - INFO - Epoch(train) [27][7450/8541] lr: 1.3390e-04 eta: 7:06:09 time: 0.3336 data_time: 0.0137 memory: 7682 loss: 0.4870 loss_cls: 0.1551 loss_bbox: 0.3319 2022/11/14 17:12:53 - mmengine - INFO - Epoch(train) [27][7500/8541] lr: 1.3378e-04 eta: 7:05:53 time: 0.3259 data_time: 0.0140 memory: 6693 loss: 0.4957 loss_cls: 0.1621 loss_bbox: 0.3335 2022/11/14 17:13:10 - mmengine - INFO - Epoch(train) [27][7550/8541] lr: 1.3366e-04 eta: 7:05:36 time: 0.3369 data_time: 0.0136 memory: 7640 loss: 0.4904 loss_cls: 0.1576 loss_bbox: 0.3328 2022/11/14 17:13:26 - mmengine - INFO - Epoch(train) [27][7600/8541] lr: 1.3354e-04 eta: 7:05:20 time: 0.3328 data_time: 0.0139 memory: 7291 loss: 0.4962 loss_cls: 0.1587 loss_bbox: 0.3375 2022/11/14 17:13:43 - mmengine - INFO - Epoch(train) [27][7650/8541] lr: 1.3341e-04 eta: 7:05:04 time: 0.3382 data_time: 0.0138 memory: 7285 loss: 0.5035 loss_cls: 0.1619 loss_bbox: 0.3417 2022/11/14 17:14:00 - mmengine - INFO - Epoch(train) [27][7700/8541] lr: 1.3329e-04 eta: 7:04:48 time: 0.3353 data_time: 0.0138 memory: 10545 loss: 0.5062 loss_cls: 0.1690 loss_bbox: 0.3372 2022/11/14 17:14:17 - mmengine - INFO - Epoch(train) [27][7750/8541] lr: 1.3317e-04 eta: 7:04:31 time: 0.3296 data_time: 0.0138 memory: 8089 loss: 0.4804 loss_cls: 0.1597 loss_bbox: 0.3207 2022/11/14 17:14:33 - mmengine - INFO - Epoch(train) [27][7800/8541] lr: 1.3305e-04 eta: 7:04:15 time: 0.3282 data_time: 0.0137 memory: 7854 loss: 0.5203 loss_cls: 0.1726 loss_bbox: 0.3477 2022/11/14 17:14:50 - mmengine - INFO - Epoch(train) [27][7850/8541] lr: 1.3293e-04 eta: 7:03:59 time: 0.3309 data_time: 0.0139 memory: 7735 loss: 0.5119 loss_cls: 0.1747 loss_bbox: 0.3371 2022/11/14 17:15:06 - mmengine - INFO - Epoch(train) [27][7900/8541] lr: 1.3281e-04 eta: 7:03:42 time: 0.3330 data_time: 0.0142 memory: 7162 loss: 0.4824 loss_cls: 0.1565 loss_bbox: 0.3259 2022/11/14 17:15:18 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 17:15:23 - mmengine - INFO - Epoch(train) [27][7950/8541] lr: 1.3269e-04 eta: 7:03:26 time: 0.3276 data_time: 0.0139 memory: 7742 loss: 0.5153 loss_cls: 0.1771 loss_bbox: 0.3382 2022/11/14 17:15:39 - mmengine - INFO - Epoch(train) [27][8000/8541] lr: 1.3257e-04 eta: 7:03:09 time: 0.3286 data_time: 0.0139 memory: 6961 loss: 0.5104 loss_cls: 0.1630 loss_bbox: 0.3474 2022/11/14 17:15:56 - mmengine - INFO - Epoch(train) [27][8050/8541] lr: 1.3244e-04 eta: 7:02:53 time: 0.3262 data_time: 0.0138 memory: 7194 loss: 0.4947 loss_cls: 0.1625 loss_bbox: 0.3322 2022/11/14 17:16:12 - mmengine - INFO - Epoch(train) [27][8100/8541] lr: 1.3232e-04 eta: 7:02:37 time: 0.3319 data_time: 0.0137 memory: 6992 loss: 0.4926 loss_cls: 0.1621 loss_bbox: 0.3305 2022/11/14 17:16:29 - mmengine - INFO - Epoch(train) [27][8150/8541] lr: 1.3220e-04 eta: 7:02:20 time: 0.3309 data_time: 0.0135 memory: 6853 loss: 0.5039 loss_cls: 0.1682 loss_bbox: 0.3356 2022/11/14 17:16:46 - mmengine - INFO - Epoch(train) [27][8200/8541] lr: 1.3208e-04 eta: 7:02:04 time: 0.3357 data_time: 0.0141 memory: 7567 loss: 0.5211 loss_cls: 0.1737 loss_bbox: 0.3475 2022/11/14 17:17:02 - mmengine - INFO - Epoch(train) [27][8250/8541] lr: 1.3196e-04 eta: 7:01:48 time: 0.3282 data_time: 0.0141 memory: 7720 loss: 0.5149 loss_cls: 0.1755 loss_bbox: 0.3394 2022/11/14 17:17:19 - mmengine - INFO - Epoch(train) [27][8300/8541] lr: 1.3184e-04 eta: 7:01:31 time: 0.3275 data_time: 0.0140 memory: 8684 loss: 0.5077 loss_cls: 0.1671 loss_bbox: 0.3407 2022/11/14 17:17:35 - mmengine - INFO - Epoch(train) [27][8350/8541] lr: 1.3172e-04 eta: 7:01:15 time: 0.3229 data_time: 0.0139 memory: 7225 loss: 0.5097 loss_cls: 0.1753 loss_bbox: 0.3344 2022/11/14 17:17:51 - mmengine - INFO - Epoch(train) [27][8400/8541] lr: 1.3159e-04 eta: 7:00:58 time: 0.3306 data_time: 0.0138 memory: 7181 loss: 0.5177 loss_cls: 0.1777 loss_bbox: 0.3400 2022/11/14 17:18:08 - mmengine - INFO - Epoch(train) [27][8450/8541] lr: 1.3147e-04 eta: 7:00:42 time: 0.3299 data_time: 0.0135 memory: 7413 loss: 0.5054 loss_cls: 0.1674 loss_bbox: 0.3380 2022/11/14 17:18:25 - mmengine - INFO - Epoch(train) [27][8500/8541] lr: 1.3135e-04 eta: 7:00:26 time: 0.3341 data_time: 0.0136 memory: 7981 loss: 0.4988 loss_cls: 0.1624 loss_bbox: 0.3364 2022/11/14 17:18:39 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 17:18:56 - mmengine - INFO - Epoch(train) [28][50/8541] lr: 1.3113e-04 eta: 6:59:56 time: 0.3561 data_time: 0.0299 memory: 8129 loss: 0.4771 loss_cls: 0.1536 loss_bbox: 0.3235 2022/11/14 17:19:13 - mmengine - INFO - Epoch(train) [28][100/8541] lr: 1.3101e-04 eta: 6:59:40 time: 0.3312 data_time: 0.0133 memory: 7567 loss: 0.4846 loss_cls: 0.1563 loss_bbox: 0.3284 2022/11/14 17:19:30 - mmengine - INFO - Epoch(train) [28][150/8541] lr: 1.3089e-04 eta: 6:59:24 time: 0.3351 data_time: 0.0137 memory: 7852 loss: 0.5010 loss_cls: 0.1554 loss_bbox: 0.3456 2022/11/14 17:19:46 - mmengine - INFO - Epoch(train) [28][200/8541] lr: 1.3077e-04 eta: 6:59:07 time: 0.3313 data_time: 0.0136 memory: 6978 loss: 0.4932 loss_cls: 0.1569 loss_bbox: 0.3363 2022/11/14 17:20:03 - mmengine - INFO - Epoch(train) [28][250/8541] lr: 1.3065e-04 eta: 6:58:51 time: 0.3210 data_time: 0.0140 memory: 6979 loss: 0.5172 loss_cls: 0.1750 loss_bbox: 0.3422 2022/11/14 17:20:19 - mmengine - INFO - Epoch(train) [28][300/8541] lr: 1.3052e-04 eta: 6:58:35 time: 0.3336 data_time: 0.0139 memory: 7026 loss: 0.5003 loss_cls: 0.1587 loss_bbox: 0.3415 2022/11/14 17:20:36 - mmengine - INFO - Epoch(train) [28][350/8541] lr: 1.3040e-04 eta: 6:58:18 time: 0.3393 data_time: 0.0136 memory: 7517 loss: 0.4767 loss_cls: 0.1477 loss_bbox: 0.3290 2022/11/14 17:20:51 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 17:20:53 - mmengine - INFO - Epoch(train) [28][400/8541] lr: 1.3028e-04 eta: 6:58:02 time: 0.3364 data_time: 0.0137 memory: 7993 loss: 0.4954 loss_cls: 0.1574 loss_bbox: 0.3381 2022/11/14 17:21:10 - mmengine - INFO - Epoch(train) [28][450/8541] lr: 1.3016e-04 eta: 6:57:46 time: 0.3271 data_time: 0.0133 memory: 7090 loss: 0.4854 loss_cls: 0.1523 loss_bbox: 0.3331 2022/11/14 17:21:26 - mmengine - INFO - Epoch(train) [28][500/8541] lr: 1.3004e-04 eta: 6:57:29 time: 0.3305 data_time: 0.0136 memory: 8351 loss: 0.4675 loss_cls: 0.1450 loss_bbox: 0.3225 2022/11/14 17:21:43 - mmengine - INFO - Epoch(train) [28][550/8541] lr: 1.2992e-04 eta: 6:57:13 time: 0.3272 data_time: 0.0140 memory: 6990 loss: 0.4883 loss_cls: 0.1584 loss_bbox: 0.3299 2022/11/14 17:21:59 - mmengine - INFO - Epoch(train) [28][600/8541] lr: 1.2980e-04 eta: 6:56:56 time: 0.3247 data_time: 0.0134 memory: 7021 loss: 0.5149 loss_cls: 0.1710 loss_bbox: 0.3440 2022/11/14 17:22:15 - mmengine - INFO - Epoch(train) [28][650/8541] lr: 1.2968e-04 eta: 6:56:40 time: 0.3274 data_time: 0.0138 memory: 6972 loss: 0.4913 loss_cls: 0.1618 loss_bbox: 0.3294 2022/11/14 17:22:32 - mmengine - INFO - Epoch(train) [28][700/8541] lr: 1.2955e-04 eta: 6:56:24 time: 0.3260 data_time: 0.0140 memory: 6890 loss: 0.5117 loss_cls: 0.1703 loss_bbox: 0.3413 2022/11/14 17:22:49 - mmengine - INFO - Epoch(train) [28][750/8541] lr: 1.2943e-04 eta: 6:56:07 time: 0.3404 data_time: 0.0140 memory: 7278 loss: 0.5024 loss_cls: 0.1623 loss_bbox: 0.3401 2022/11/14 17:23:05 - mmengine - INFO - Epoch(train) [28][800/8541] lr: 1.2931e-04 eta: 6:55:51 time: 0.3306 data_time: 0.0140 memory: 8175 loss: 0.5009 loss_cls: 0.1627 loss_bbox: 0.3381 2022/11/14 17:23:21 - mmengine - INFO - Epoch(train) [28][850/8541] lr: 1.2919e-04 eta: 6:55:35 time: 0.3233 data_time: 0.0137 memory: 6770 loss: 0.5094 loss_cls: 0.1732 loss_bbox: 0.3362 2022/11/14 17:23:38 - mmengine - INFO - Epoch(train) [28][900/8541] lr: 1.2907e-04 eta: 6:55:18 time: 0.3372 data_time: 0.0142 memory: 10427 loss: 0.4963 loss_cls: 0.1657 loss_bbox: 0.3306 2022/11/14 17:23:55 - mmengine - INFO - Epoch(train) [28][950/8541] lr: 1.2895e-04 eta: 6:55:02 time: 0.3381 data_time: 0.0136 memory: 8164 loss: 0.4986 loss_cls: 0.1589 loss_bbox: 0.3397 2022/11/14 17:24:12 - mmengine - INFO - Epoch(train) [28][1000/8541] lr: 1.2883e-04 eta: 6:54:46 time: 0.3345 data_time: 0.0139 memory: 9017 loss: 0.4929 loss_cls: 0.1607 loss_bbox: 0.3322 2022/11/14 17:24:29 - mmengine - INFO - Epoch(train) [28][1050/8541] lr: 1.2870e-04 eta: 6:54:29 time: 0.3308 data_time: 0.0135 memory: 7362 loss: 0.5543 loss_cls: 0.1883 loss_bbox: 0.3660 2022/11/14 17:24:45 - mmengine - INFO - Epoch(train) [28][1100/8541] lr: 1.2858e-04 eta: 6:54:13 time: 0.3345 data_time: 0.0138 memory: 7358 loss: 0.5427 loss_cls: 0.1874 loss_bbox: 0.3554 2022/11/14 17:25:02 - mmengine - INFO - Epoch(train) [28][1150/8541] lr: 1.2846e-04 eta: 6:53:57 time: 0.3327 data_time: 0.0141 memory: 7323 loss: 0.5453 loss_cls: 0.1876 loss_bbox: 0.3577 2022/11/14 17:25:19 - mmengine - INFO - Epoch(train) [28][1200/8541] lr: 1.2834e-04 eta: 6:53:41 time: 0.3336 data_time: 0.0137 memory: 8049 loss: 0.5196 loss_cls: 0.1735 loss_bbox: 0.3460 2022/11/14 17:25:36 - mmengine - INFO - Epoch(train) [28][1250/8541] lr: 1.2822e-04 eta: 6:53:24 time: 0.3329 data_time: 0.0134 memory: 7515 loss: 0.5334 loss_cls: 0.1790 loss_bbox: 0.3544 2022/11/14 17:25:52 - mmengine - INFO - Epoch(train) [28][1300/8541] lr: 1.2810e-04 eta: 6:53:08 time: 0.3309 data_time: 0.0137 memory: 8264 loss: 0.5275 loss_cls: 0.1792 loss_bbox: 0.3483 2022/11/14 17:26:09 - mmengine - INFO - Epoch(train) [28][1350/8541] lr: 1.2798e-04 eta: 6:52:52 time: 0.3312 data_time: 0.0137 memory: 7061 loss: 0.4960 loss_cls: 0.1624 loss_bbox: 0.3336 2022/11/14 17:26:23 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 17:26:25 - mmengine - INFO - Epoch(train) [28][1400/8541] lr: 1.2786e-04 eta: 6:52:35 time: 0.3303 data_time: 0.0135 memory: 7389 loss: 0.5240 loss_cls: 0.1748 loss_bbox: 0.3491 2022/11/14 17:26:42 - mmengine - INFO - Epoch(train) [28][1450/8541] lr: 1.2773e-04 eta: 6:52:19 time: 0.3343 data_time: 0.0135 memory: 7316 loss: 0.4858 loss_cls: 0.1541 loss_bbox: 0.3317 2022/11/14 17:26:58 - mmengine - INFO - Epoch(train) [28][1500/8541] lr: 1.2761e-04 eta: 6:52:02 time: 0.3255 data_time: 0.0128 memory: 7470 loss: 0.5192 loss_cls: 0.1746 loss_bbox: 0.3445 2022/11/14 17:27:15 - mmengine - INFO - Epoch(train) [28][1550/8541] lr: 1.2749e-04 eta: 6:51:46 time: 0.3213 data_time: 0.0130 memory: 6762 loss: 0.5149 loss_cls: 0.1818 loss_bbox: 0.3331 2022/11/14 17:27:31 - mmengine - INFO - Epoch(train) [28][1600/8541] lr: 1.2737e-04 eta: 6:51:29 time: 0.3224 data_time: 0.0132 memory: 7880 loss: 0.5034 loss_cls: 0.1684 loss_bbox: 0.3350 2022/11/14 17:27:48 - mmengine - INFO - Epoch(train) [28][1650/8541] lr: 1.2725e-04 eta: 6:51:13 time: 0.3419 data_time: 0.0130 memory: 8744 loss: 0.5127 loss_cls: 0.1737 loss_bbox: 0.3390 2022/11/14 17:28:04 - mmengine - INFO - Epoch(train) [28][1700/8541] lr: 1.2713e-04 eta: 6:50:57 time: 0.3311 data_time: 0.0127 memory: 7675 loss: 0.5007 loss_cls: 0.1664 loss_bbox: 0.3344 2022/11/14 17:28:21 - mmengine - INFO - Epoch(train) [28][1750/8541] lr: 1.2701e-04 eta: 6:50:40 time: 0.3267 data_time: 0.0131 memory: 6860 loss: 0.5344 loss_cls: 0.1768 loss_bbox: 0.3576 2022/11/14 17:28:38 - mmengine - INFO - Epoch(train) [28][1800/8541] lr: 1.2689e-04 eta: 6:50:24 time: 0.3359 data_time: 0.0130 memory: 7333 loss: 0.5136 loss_cls: 0.1648 loss_bbox: 0.3488 2022/11/14 17:28:56 - mmengine - INFO - Epoch(train) [28][1850/8541] lr: 1.2676e-04 eta: 6:50:08 time: 0.3564 data_time: 0.0153 memory: 8105 loss: 0.5105 loss_cls: 0.1686 loss_bbox: 0.3420 2022/11/14 17:29:12 - mmengine - INFO - Epoch(train) [28][1900/8541] lr: 1.2664e-04 eta: 6:49:52 time: 0.3269 data_time: 0.0139 memory: 7043 loss: 0.5038 loss_cls: 0.1672 loss_bbox: 0.3366 2022/11/14 17:29:29 - mmengine - INFO - Epoch(train) [28][1950/8541] lr: 1.2652e-04 eta: 6:49:36 time: 0.3430 data_time: 0.0143 memory: 8661 loss: 0.5038 loss_cls: 0.1602 loss_bbox: 0.3435 2022/11/14 17:29:46 - mmengine - INFO - Epoch(train) [28][2000/8541] lr: 1.2640e-04 eta: 6:49:19 time: 0.3350 data_time: 0.0143 memory: 8755 loss: 0.4881 loss_cls: 0.1606 loss_bbox: 0.3275 2022/11/14 17:30:03 - mmengine - INFO - Epoch(train) [28][2050/8541] lr: 1.2628e-04 eta: 6:49:03 time: 0.3359 data_time: 0.0141 memory: 8873 loss: 0.5106 loss_cls: 0.1710 loss_bbox: 0.3396 2022/11/14 17:30:20 - mmengine - INFO - Epoch(train) [28][2100/8541] lr: 1.2616e-04 eta: 6:48:47 time: 0.3344 data_time: 0.0136 memory: 7641 loss: 0.5030 loss_cls: 0.1685 loss_bbox: 0.3345 2022/11/14 17:30:36 - mmengine - INFO - Epoch(train) [28][2150/8541] lr: 1.2604e-04 eta: 6:48:30 time: 0.3304 data_time: 0.0139 memory: 7311 loss: 0.5203 loss_cls: 0.1745 loss_bbox: 0.3457 2022/11/14 17:30:53 - mmengine - INFO - Epoch(train) [28][2200/8541] lr: 1.2592e-04 eta: 6:48:14 time: 0.3310 data_time: 0.0140 memory: 7225 loss: 0.5231 loss_cls: 0.1746 loss_bbox: 0.3485 2022/11/14 17:31:09 - mmengine - INFO - Epoch(train) [28][2250/8541] lr: 1.2579e-04 eta: 6:47:58 time: 0.3317 data_time: 0.0134 memory: 7406 loss: 0.4926 loss_cls: 0.1586 loss_bbox: 0.3339 2022/11/14 17:31:26 - mmengine - INFO - Epoch(train) [28][2300/8541] lr: 1.2567e-04 eta: 6:47:41 time: 0.3293 data_time: 0.0136 memory: 7433 loss: 0.4985 loss_cls: 0.1632 loss_bbox: 0.3354 2022/11/14 17:31:42 - mmengine - INFO - Epoch(train) [28][2350/8541] lr: 1.2555e-04 eta: 6:47:25 time: 0.3267 data_time: 0.0135 memory: 7185 loss: 0.4947 loss_cls: 0.1639 loss_bbox: 0.3308 2022/11/14 17:31:56 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 17:31:59 - mmengine - INFO - Epoch(train) [28][2400/8541] lr: 1.2543e-04 eta: 6:47:09 time: 0.3280 data_time: 0.0131 memory: 8867 loss: 0.4827 loss_cls: 0.1596 loss_bbox: 0.3231 2022/11/14 17:32:15 - mmengine - INFO - Epoch(train) [28][2450/8541] lr: 1.2531e-04 eta: 6:46:52 time: 0.3298 data_time: 0.0137 memory: 7664 loss: 0.5142 loss_cls: 0.1725 loss_bbox: 0.3417 2022/11/14 17:32:32 - mmengine - INFO - Epoch(train) [28][2500/8541] lr: 1.2519e-04 eta: 6:46:36 time: 0.3264 data_time: 0.0136 memory: 7100 loss: 0.4915 loss_cls: 0.1633 loss_bbox: 0.3282 2022/11/14 17:32:49 - mmengine - INFO - Epoch(train) [28][2550/8541] lr: 1.2507e-04 eta: 6:46:20 time: 0.3396 data_time: 0.0137 memory: 7722 loss: 0.5079 loss_cls: 0.1607 loss_bbox: 0.3472 2022/11/14 17:33:05 - mmengine - INFO - Epoch(train) [28][2600/8541] lr: 1.2495e-04 eta: 6:46:03 time: 0.3331 data_time: 0.0134 memory: 8241 loss: 0.4980 loss_cls: 0.1602 loss_bbox: 0.3378 2022/11/14 17:33:22 - mmengine - INFO - Epoch(train) [28][2650/8541] lr: 1.2483e-04 eta: 6:45:47 time: 0.3327 data_time: 0.0132 memory: 8421 loss: 0.5059 loss_cls: 0.1677 loss_bbox: 0.3382 2022/11/14 17:33:39 - mmengine - INFO - Epoch(train) [28][2700/8541] lr: 1.2470e-04 eta: 6:45:31 time: 0.3386 data_time: 0.0132 memory: 7854 loss: 0.4995 loss_cls: 0.1614 loss_bbox: 0.3382 2022/11/14 17:33:56 - mmengine - INFO - Epoch(train) [28][2750/8541] lr: 1.2458e-04 eta: 6:45:14 time: 0.3319 data_time: 0.0135 memory: 6980 loss: 0.5017 loss_cls: 0.1678 loss_bbox: 0.3339 2022/11/14 17:34:12 - mmengine - INFO - Epoch(train) [28][2800/8541] lr: 1.2446e-04 eta: 6:44:58 time: 0.3305 data_time: 0.0134 memory: 7275 loss: 0.4770 loss_cls: 0.1487 loss_bbox: 0.3283 2022/11/14 17:34:29 - mmengine - INFO - Epoch(train) [28][2850/8541] lr: 1.2434e-04 eta: 6:44:41 time: 0.3238 data_time: 0.0133 memory: 7131 loss: 0.4912 loss_cls: 0.1610 loss_bbox: 0.3302 2022/11/14 17:34:45 - mmengine - INFO - Epoch(train) [28][2900/8541] lr: 1.2422e-04 eta: 6:44:25 time: 0.3363 data_time: 0.0136 memory: 7015 loss: 0.4945 loss_cls: 0.1630 loss_bbox: 0.3316 2022/11/14 17:35:02 - mmengine - INFO - Epoch(train) [28][2950/8541] lr: 1.2410e-04 eta: 6:44:09 time: 0.3266 data_time: 0.0139 memory: 7145 loss: 0.5144 loss_cls: 0.1691 loss_bbox: 0.3452 2022/11/14 17:35:19 - mmengine - INFO - Epoch(train) [28][3000/8541] lr: 1.2398e-04 eta: 6:43:52 time: 0.3344 data_time: 0.0138 memory: 7075 loss: 0.5086 loss_cls: 0.1695 loss_bbox: 0.3390 2022/11/14 17:35:35 - mmengine - INFO - Epoch(train) [28][3050/8541] lr: 1.2386e-04 eta: 6:43:36 time: 0.3345 data_time: 0.0136 memory: 7703 loss: 0.5132 loss_cls: 0.1701 loss_bbox: 0.3431 2022/11/14 17:35:52 - mmengine - INFO - Epoch(train) [28][3100/8541] lr: 1.2373e-04 eta: 6:43:20 time: 0.3272 data_time: 0.0136 memory: 7008 loss: 0.4938 loss_cls: 0.1633 loss_bbox: 0.3306 2022/11/14 17:36:08 - mmengine - INFO - Epoch(train) [28][3150/8541] lr: 1.2361e-04 eta: 6:43:03 time: 0.3313 data_time: 0.0139 memory: 7472 loss: 0.5305 loss_cls: 0.1811 loss_bbox: 0.3494 2022/11/14 17:36:25 - mmengine - INFO - Epoch(train) [28][3200/8541] lr: 1.2349e-04 eta: 6:42:47 time: 0.3312 data_time: 0.0141 memory: 7826 loss: 0.4760 loss_cls: 0.1508 loss_bbox: 0.3252 2022/11/14 17:36:42 - mmengine - INFO - Epoch(train) [28][3250/8541] lr: 1.2337e-04 eta: 6:42:31 time: 0.3331 data_time: 0.0136 memory: 8002 loss: 0.4928 loss_cls: 0.1608 loss_bbox: 0.3321 2022/11/14 17:36:58 - mmengine - INFO - Epoch(train) [28][3300/8541] lr: 1.2325e-04 eta: 6:42:14 time: 0.3351 data_time: 0.0137 memory: 7649 loss: 0.4970 loss_cls: 0.1611 loss_bbox: 0.3359 2022/11/14 17:37:15 - mmengine - INFO - Epoch(train) [28][3350/8541] lr: 1.2313e-04 eta: 6:41:58 time: 0.3318 data_time: 0.0136 memory: 7777 loss: 0.5044 loss_cls: 0.1681 loss_bbox: 0.3363 2022/11/14 17:37:30 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 17:37:32 - mmengine - INFO - Epoch(train) [28][3400/8541] lr: 1.2301e-04 eta: 6:41:42 time: 0.3424 data_time: 0.0138 memory: 7911 loss: 0.4965 loss_cls: 0.1647 loss_bbox: 0.3318 2022/11/14 17:37:49 - mmengine - INFO - Epoch(train) [28][3450/8541] lr: 1.2289e-04 eta: 6:41:26 time: 0.3371 data_time: 0.0137 memory: 8758 loss: 0.4834 loss_cls: 0.1562 loss_bbox: 0.3272 2022/11/14 17:38:06 - mmengine - INFO - Epoch(train) [28][3500/8541] lr: 1.2277e-04 eta: 6:41:09 time: 0.3275 data_time: 0.0135 memory: 6923 loss: 0.4807 loss_cls: 0.1560 loss_bbox: 0.3247 2022/11/14 17:38:22 - mmengine - INFO - Epoch(train) [28][3550/8541] lr: 1.2265e-04 eta: 6:40:53 time: 0.3292 data_time: 0.0133 memory: 6997 loss: 0.4917 loss_cls: 0.1631 loss_bbox: 0.3285 2022/11/14 17:38:39 - mmengine - INFO - Epoch(train) [28][3600/8541] lr: 1.2252e-04 eta: 6:40:36 time: 0.3285 data_time: 0.0135 memory: 8380 loss: 0.5066 loss_cls: 0.1661 loss_bbox: 0.3405 2022/11/14 17:38:55 - mmengine - INFO - Epoch(train) [28][3650/8541] lr: 1.2240e-04 eta: 6:40:20 time: 0.3348 data_time: 0.0137 memory: 7426 loss: 0.5160 loss_cls: 0.1743 loss_bbox: 0.3418 2022/11/14 17:39:12 - mmengine - INFO - Epoch(train) [28][3700/8541] lr: 1.2228e-04 eta: 6:40:04 time: 0.3286 data_time: 0.0134 memory: 7047 loss: 0.5108 loss_cls: 0.1714 loss_bbox: 0.3393 2022/11/14 17:39:28 - mmengine - INFO - Epoch(train) [28][3750/8541] lr: 1.2216e-04 eta: 6:39:47 time: 0.3247 data_time: 0.0131 memory: 7085 loss: 0.5279 loss_cls: 0.1724 loss_bbox: 0.3555 2022/11/14 17:39:45 - mmengine - INFO - Epoch(train) [28][3800/8541] lr: 1.2204e-04 eta: 6:39:31 time: 0.3312 data_time: 0.0139 memory: 7636 loss: 0.4989 loss_cls: 0.1656 loss_bbox: 0.3333 2022/11/14 17:40:01 - mmengine - INFO - Epoch(train) [28][3850/8541] lr: 1.2192e-04 eta: 6:39:15 time: 0.3307 data_time: 0.0133 memory: 7577 loss: 0.5195 loss_cls: 0.1771 loss_bbox: 0.3424 2022/11/14 17:40:18 - mmengine - INFO - Epoch(train) [28][3900/8541] lr: 1.2180e-04 eta: 6:38:58 time: 0.3298 data_time: 0.0136 memory: 7092 loss: 0.4876 loss_cls: 0.1548 loss_bbox: 0.3328 2022/11/14 17:40:34 - mmengine - INFO - Epoch(train) [28][3950/8541] lr: 1.2168e-04 eta: 6:38:42 time: 0.3300 data_time: 0.0135 memory: 7239 loss: 0.4965 loss_cls: 0.1658 loss_bbox: 0.3307 2022/11/14 17:40:51 - mmengine - INFO - Epoch(train) [28][4000/8541] lr: 1.2156e-04 eta: 6:38:26 time: 0.3369 data_time: 0.0135 memory: 7962 loss: 0.4764 loss_cls: 0.1485 loss_bbox: 0.3278 2022/11/14 17:41:08 - mmengine - INFO - Epoch(train) [28][4050/8541] lr: 1.2144e-04 eta: 6:38:09 time: 0.3392 data_time: 0.0143 memory: 8407 loss: 0.4922 loss_cls: 0.1610 loss_bbox: 0.3312 2022/11/14 17:41:25 - mmengine - INFO - Epoch(train) [28][4100/8541] lr: 1.2131e-04 eta: 6:37:53 time: 0.3298 data_time: 0.0138 memory: 7762 loss: 0.5098 loss_cls: 0.1678 loss_bbox: 0.3421 2022/11/14 17:41:42 - mmengine - INFO - Epoch(train) [28][4150/8541] lr: 1.2119e-04 eta: 6:37:37 time: 0.3341 data_time: 0.0137 memory: 7559 loss: 0.5010 loss_cls: 0.1619 loss_bbox: 0.3390 2022/11/14 17:41:58 - mmengine - INFO - Epoch(train) [28][4200/8541] lr: 1.2107e-04 eta: 6:37:20 time: 0.3310 data_time: 0.0134 memory: 7820 loss: 0.4911 loss_cls: 0.1587 loss_bbox: 0.3324 2022/11/14 17:42:15 - mmengine - INFO - Epoch(train) [28][4250/8541] lr: 1.2095e-04 eta: 6:37:04 time: 0.3293 data_time: 0.0137 memory: 7152 loss: 0.5030 loss_cls: 0.1670 loss_bbox: 0.3360 2022/11/14 17:42:32 - mmengine - INFO - Epoch(train) [28][4300/8541] lr: 1.2083e-04 eta: 6:36:48 time: 0.3381 data_time: 0.0136 memory: 7572 loss: 0.4822 loss_cls: 0.1549 loss_bbox: 0.3273 2022/11/14 17:42:48 - mmengine - INFO - Epoch(train) [28][4350/8541] lr: 1.2071e-04 eta: 6:36:31 time: 0.3312 data_time: 0.0138 memory: 7436 loss: 0.5190 loss_cls: 0.1731 loss_bbox: 0.3459 2022/11/14 17:43:03 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 17:43:05 - mmengine - INFO - Epoch(train) [28][4400/8541] lr: 1.2059e-04 eta: 6:36:15 time: 0.3301 data_time: 0.0132 memory: 6975 loss: 0.5046 loss_cls: 0.1704 loss_bbox: 0.3343 2022/11/14 17:43:21 - mmengine - INFO - Epoch(train) [28][4450/8541] lr: 1.2047e-04 eta: 6:35:59 time: 0.3308 data_time: 0.0138 memory: 7728 loss: 0.4870 loss_cls: 0.1566 loss_bbox: 0.3304 2022/11/14 17:43:38 - mmengine - INFO - Epoch(train) [28][4500/8541] lr: 1.2035e-04 eta: 6:35:42 time: 0.3311 data_time: 0.0133 memory: 7244 loss: 0.4772 loss_cls: 0.1492 loss_bbox: 0.3280 2022/11/14 17:43:55 - mmengine - INFO - Epoch(train) [28][4550/8541] lr: 1.2023e-04 eta: 6:35:26 time: 0.3315 data_time: 0.0138 memory: 7551 loss: 0.4808 loss_cls: 0.1564 loss_bbox: 0.3244 2022/11/14 17:44:11 - mmengine - INFO - Epoch(train) [28][4600/8541] lr: 1.2011e-04 eta: 6:35:09 time: 0.3297 data_time: 0.0135 memory: 7034 loss: 0.4831 loss_cls: 0.1589 loss_bbox: 0.3242 2022/11/14 17:44:28 - mmengine - INFO - Epoch(train) [28][4650/8541] lr: 1.1999e-04 eta: 6:34:53 time: 0.3383 data_time: 0.0134 memory: 7459 loss: 0.5013 loss_cls: 0.1605 loss_bbox: 0.3408 2022/11/14 17:44:45 - mmengine - INFO - Epoch(train) [28][4700/8541] lr: 1.1986e-04 eta: 6:34:37 time: 0.3345 data_time: 0.0134 memory: 7392 loss: 0.4926 loss_cls: 0.1618 loss_bbox: 0.3307 2022/11/14 17:45:02 - mmengine - INFO - Epoch(train) [28][4750/8541] lr: 1.1974e-04 eta: 6:34:21 time: 0.3317 data_time: 0.0137 memory: 8606 loss: 0.4848 loss_cls: 0.1556 loss_bbox: 0.3293 2022/11/14 17:45:19 - mmengine - INFO - Epoch(train) [28][4800/8541] lr: 1.1962e-04 eta: 6:34:04 time: 0.3381 data_time: 0.0136 memory: 7315 loss: 0.4888 loss_cls: 0.1547 loss_bbox: 0.3341 2022/11/14 17:45:35 - mmengine - INFO - Epoch(train) [28][4850/8541] lr: 1.1950e-04 eta: 6:33:48 time: 0.3275 data_time: 0.0136 memory: 7026 loss: 0.4924 loss_cls: 0.1603 loss_bbox: 0.3322 2022/11/14 17:45:52 - mmengine - INFO - Epoch(train) [28][4900/8541] lr: 1.1938e-04 eta: 6:33:32 time: 0.3392 data_time: 0.0136 memory: 8108 loss: 0.4974 loss_cls: 0.1557 loss_bbox: 0.3417 2022/11/14 17:46:09 - mmengine - INFO - Epoch(train) [28][4950/8541] lr: 1.1926e-04 eta: 6:33:15 time: 0.3368 data_time: 0.0133 memory: 7335 loss: 0.4843 loss_cls: 0.1558 loss_bbox: 0.3286 2022/11/14 17:46:26 - mmengine - INFO - Epoch(train) [28][5000/8541] lr: 1.1914e-04 eta: 6:32:59 time: 0.3366 data_time: 0.0134 memory: 8411 loss: 0.4789 loss_cls: 0.1529 loss_bbox: 0.3261 2022/11/14 17:46:42 - mmengine - INFO - Epoch(train) [28][5050/8541] lr: 1.1902e-04 eta: 6:32:43 time: 0.3252 data_time: 0.0137 memory: 7111 loss: 0.4773 loss_cls: 0.1535 loss_bbox: 0.3238 2022/11/14 17:46:59 - mmengine - INFO - Epoch(train) [28][5100/8541] lr: 1.1890e-04 eta: 6:32:26 time: 0.3407 data_time: 0.0138 memory: 7947 loss: 0.4898 loss_cls: 0.1617 loss_bbox: 0.3281 2022/11/14 17:47:16 - mmengine - INFO - Epoch(train) [28][5150/8541] lr: 1.1878e-04 eta: 6:32:10 time: 0.3283 data_time: 0.0136 memory: 7506 loss: 0.4909 loss_cls: 0.1593 loss_bbox: 0.3316 2022/11/14 17:47:32 - mmengine - INFO - Epoch(train) [28][5200/8541] lr: 1.1866e-04 eta: 6:31:54 time: 0.3293 data_time: 0.0134 memory: 7684 loss: 0.5011 loss_cls: 0.1638 loss_bbox: 0.3373 2022/11/14 17:47:49 - mmengine - INFO - Epoch(train) [28][5250/8541] lr: 1.1854e-04 eta: 6:31:37 time: 0.3287 data_time: 0.0136 memory: 7102 loss: 0.4908 loss_cls: 0.1646 loss_bbox: 0.3263 2022/11/14 17:48:05 - mmengine - INFO - Epoch(train) [28][5300/8541] lr: 1.1842e-04 eta: 6:31:21 time: 0.3316 data_time: 0.0135 memory: 6927 loss: 0.4892 loss_cls: 0.1607 loss_bbox: 0.3286 2022/11/14 17:48:22 - mmengine - INFO - Epoch(train) [28][5350/8541] lr: 1.1830e-04 eta: 6:31:05 time: 0.3288 data_time: 0.0137 memory: 7164 loss: 0.4922 loss_cls: 0.1606 loss_bbox: 0.3316 2022/11/14 17:48:36 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 17:48:38 - mmengine - INFO - Epoch(train) [28][5400/8541] lr: 1.1818e-04 eta: 6:30:48 time: 0.3326 data_time: 0.0136 memory: 7239 loss: 0.4834 loss_cls: 0.1544 loss_bbox: 0.3290 2022/11/14 17:48:55 - mmengine - INFO - Epoch(train) [28][5450/8541] lr: 1.1805e-04 eta: 6:30:32 time: 0.3312 data_time: 0.0136 memory: 7412 loss: 0.5011 loss_cls: 0.1684 loss_bbox: 0.3327 2022/11/14 17:49:12 - mmengine - INFO - Epoch(train) [28][5500/8541] lr: 1.1793e-04 eta: 6:30:16 time: 0.3347 data_time: 0.0137 memory: 8221 loss: 0.4917 loss_cls: 0.1552 loss_bbox: 0.3364 2022/11/14 17:49:29 - mmengine - INFO - Epoch(train) [28][5550/8541] lr: 1.1781e-04 eta: 6:29:59 time: 0.3388 data_time: 0.0138 memory: 7906 loss: 0.4892 loss_cls: 0.1551 loss_bbox: 0.3340 2022/11/14 17:49:46 - mmengine - INFO - Epoch(train) [28][5600/8541] lr: 1.1769e-04 eta: 6:29:43 time: 0.3335 data_time: 0.0139 memory: 7156 loss: 0.4887 loss_cls: 0.1633 loss_bbox: 0.3254 2022/11/14 17:50:02 - mmengine - INFO - Epoch(train) [28][5650/8541] lr: 1.1757e-04 eta: 6:29:27 time: 0.3332 data_time: 0.0140 memory: 7816 loss: 0.5034 loss_cls: 0.1643 loss_bbox: 0.3391 2022/11/14 17:50:19 - mmengine - INFO - Epoch(train) [28][5700/8541] lr: 1.1745e-04 eta: 6:29:10 time: 0.3385 data_time: 0.0131 memory: 7940 loss: 0.4993 loss_cls: 0.1645 loss_bbox: 0.3348 2022/11/14 17:50:36 - mmengine - INFO - Epoch(train) [28][5750/8541] lr: 1.1733e-04 eta: 6:28:54 time: 0.3400 data_time: 0.0131 memory: 8592 loss: 0.4808 loss_cls: 0.1549 loss_bbox: 0.3259 2022/11/14 17:50:53 - mmengine - INFO - Epoch(train) [28][5800/8541] lr: 1.1721e-04 eta: 6:28:38 time: 0.3294 data_time: 0.0136 memory: 7873 loss: 0.4918 loss_cls: 0.1603 loss_bbox: 0.3315 2022/11/14 17:51:09 - mmengine - INFO - Epoch(train) [28][5850/8541] lr: 1.1709e-04 eta: 6:28:21 time: 0.3315 data_time: 0.0134 memory: 8362 loss: 0.5228 loss_cls: 0.1771 loss_bbox: 0.3457 2022/11/14 17:51:26 - mmengine - INFO - Epoch(train) [28][5900/8541] lr: 1.1697e-04 eta: 6:28:05 time: 0.3281 data_time: 0.0131 memory: 7148 loss: 0.5117 loss_cls: 0.1705 loss_bbox: 0.3411 2022/11/14 17:51:43 - mmengine - INFO - Epoch(train) [28][5950/8541] lr: 1.1685e-04 eta: 6:27:49 time: 0.3324 data_time: 0.0137 memory: 7974 loss: 0.4912 loss_cls: 0.1529 loss_bbox: 0.3383 2022/11/14 17:51:59 - mmengine - INFO - Epoch(train) [28][6000/8541] lr: 1.1673e-04 eta: 6:27:32 time: 0.3350 data_time: 0.0134 memory: 7123 loss: 0.4856 loss_cls: 0.1561 loss_bbox: 0.3295 2022/11/14 17:52:16 - mmengine - INFO - Epoch(train) [28][6050/8541] lr: 1.1661e-04 eta: 6:27:16 time: 0.3383 data_time: 0.0137 memory: 7848 loss: 0.5074 loss_cls: 0.1682 loss_bbox: 0.3391 2022/11/14 17:52:33 - mmengine - INFO - Epoch(train) [28][6100/8541] lr: 1.1649e-04 eta: 6:27:00 time: 0.3337 data_time: 0.0134 memory: 7081 loss: 0.4835 loss_cls: 0.1548 loss_bbox: 0.3287 2022/11/14 17:52:50 - mmengine - INFO - Epoch(train) [28][6150/8541] lr: 1.1637e-04 eta: 6:26:44 time: 0.3362 data_time: 0.0133 memory: 7830 loss: 0.4964 loss_cls: 0.1665 loss_bbox: 0.3299 2022/11/14 17:53:07 - mmengine - INFO - Epoch(train) [28][6200/8541] lr: 1.1625e-04 eta: 6:26:27 time: 0.3399 data_time: 0.0135 memory: 7547 loss: 0.5060 loss_cls: 0.1706 loss_bbox: 0.3354 2022/11/14 17:53:24 - mmengine - INFO - Epoch(train) [28][6250/8541] lr: 1.1613e-04 eta: 6:26:11 time: 0.3362 data_time: 0.0138 memory: 7511 loss: 0.4984 loss_cls: 0.1605 loss_bbox: 0.3379 2022/11/14 17:53:40 - mmengine - INFO - Epoch(train) [28][6300/8541] lr: 1.1601e-04 eta: 6:25:55 time: 0.3308 data_time: 0.0131 memory: 7647 loss: 0.4863 loss_cls: 0.1604 loss_bbox: 0.3259 2022/11/14 17:53:57 - mmengine - INFO - Epoch(train) [28][6350/8541] lr: 1.1589e-04 eta: 6:25:38 time: 0.3309 data_time: 0.0152 memory: 8171 loss: 0.4923 loss_cls: 0.1589 loss_bbox: 0.3334 2022/11/14 17:54:11 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 17:54:14 - mmengine - INFO - Epoch(train) [28][6400/8541] lr: 1.1577e-04 eta: 6:25:22 time: 0.3325 data_time: 0.0136 memory: 8020 loss: 0.5094 loss_cls: 0.1673 loss_bbox: 0.3421 2022/11/14 17:54:30 - mmengine - INFO - Epoch(train) [28][6450/8541] lr: 1.1565e-04 eta: 6:25:05 time: 0.3240 data_time: 0.0139 memory: 7390 loss: 0.5327 loss_cls: 0.1814 loss_bbox: 0.3514 2022/11/14 17:54:47 - mmengine - INFO - Epoch(train) [28][6500/8541] lr: 1.1553e-04 eta: 6:24:49 time: 0.3464 data_time: 0.0142 memory: 8282 loss: 0.4970 loss_cls: 0.1684 loss_bbox: 0.3286 2022/11/14 17:55:04 - mmengine - INFO - Epoch(train) [28][6550/8541] lr: 1.1541e-04 eta: 6:24:33 time: 0.3263 data_time: 0.0140 memory: 7228 loss: 0.4967 loss_cls: 0.1659 loss_bbox: 0.3308 2022/11/14 17:55:20 - mmengine - INFO - Epoch(train) [28][6600/8541] lr: 1.1529e-04 eta: 6:24:16 time: 0.3278 data_time: 0.0138 memory: 7194 loss: 0.5206 loss_cls: 0.1775 loss_bbox: 0.3430 2022/11/14 17:55:37 - mmengine - INFO - Epoch(train) [28][6650/8541] lr: 1.1516e-04 eta: 6:24:00 time: 0.3361 data_time: 0.0138 memory: 7855 loss: 0.4897 loss_cls: 0.1567 loss_bbox: 0.3330 2022/11/14 17:55:54 - mmengine - INFO - Epoch(train) [28][6700/8541] lr: 1.1504e-04 eta: 6:23:44 time: 0.3332 data_time: 0.0138 memory: 9541 loss: 0.4643 loss_cls: 0.1498 loss_bbox: 0.3145 2022/11/14 17:56:10 - mmengine - INFO - Epoch(train) [28][6750/8541] lr: 1.1492e-04 eta: 6:23:27 time: 0.3237 data_time: 0.0139 memory: 6699 loss: 0.5012 loss_cls: 0.1665 loss_bbox: 0.3348 2022/11/14 17:56:26 - mmengine - INFO - Epoch(train) [28][6800/8541] lr: 1.1480e-04 eta: 6:23:11 time: 0.3295 data_time: 0.0137 memory: 7192 loss: 0.5165 loss_cls: 0.1676 loss_bbox: 0.3490 2022/11/14 17:56:43 - mmengine - INFO - Epoch(train) [28][6850/8541] lr: 1.1468e-04 eta: 6:22:55 time: 0.3274 data_time: 0.0139 memory: 7356 loss: 0.5188 loss_cls: 0.1681 loss_bbox: 0.3507 2022/11/14 17:57:00 - mmengine - INFO - Epoch(train) [28][6900/8541] lr: 1.1456e-04 eta: 6:22:38 time: 0.3357 data_time: 0.0135 memory: 8144 loss: 0.4999 loss_cls: 0.1650 loss_bbox: 0.3349 2022/11/14 17:57:17 - mmengine - INFO - Epoch(train) [28][6950/8541] lr: 1.1444e-04 eta: 6:22:22 time: 0.3362 data_time: 0.0137 memory: 7307 loss: 0.4816 loss_cls: 0.1550 loss_bbox: 0.3265 2022/11/14 17:57:33 - mmengine - INFO - Epoch(train) [28][7000/8541] lr: 1.1432e-04 eta: 6:22:06 time: 0.3303 data_time: 0.0139 memory: 7579 loss: 0.4945 loss_cls: 0.1633 loss_bbox: 0.3311 2022/11/14 17:57:49 - mmengine - INFO - Epoch(train) [28][7050/8541] lr: 1.1420e-04 eta: 6:21:49 time: 0.3229 data_time: 0.0133 memory: 7243 loss: 0.5198 loss_cls: 0.1786 loss_bbox: 0.3412 2022/11/14 17:58:06 - mmengine - INFO - Epoch(train) [28][7100/8541] lr: 1.1408e-04 eta: 6:21:33 time: 0.3330 data_time: 0.0135 memory: 7869 loss: 0.4878 loss_cls: 0.1592 loss_bbox: 0.3286 2022/11/14 17:58:23 - mmengine - INFO - Epoch(train) [28][7150/8541] lr: 1.1396e-04 eta: 6:21:16 time: 0.3332 data_time: 0.0138 memory: 6905 loss: 0.4837 loss_cls: 0.1540 loss_bbox: 0.3297 2022/11/14 17:58:39 - mmengine - INFO - Epoch(train) [28][7200/8541] lr: 1.1384e-04 eta: 6:21:00 time: 0.3283 data_time: 0.0138 memory: 7392 loss: 0.4795 loss_cls: 0.1531 loss_bbox: 0.3263 2022/11/14 17:58:55 - mmengine - INFO - Epoch(train) [28][7250/8541] lr: 1.1372e-04 eta: 6:20:44 time: 0.3209 data_time: 0.0137 memory: 6705 loss: 0.5058 loss_cls: 0.1712 loss_bbox: 0.3347 2022/11/14 17:59:12 - mmengine - INFO - Epoch(train) [28][7300/8541] lr: 1.1360e-04 eta: 6:20:27 time: 0.3284 data_time: 0.0138 memory: 6925 loss: 0.4874 loss_cls: 0.1550 loss_bbox: 0.3324 2022/11/14 17:59:28 - mmengine - INFO - Epoch(train) [28][7350/8541] lr: 1.1348e-04 eta: 6:20:11 time: 0.3280 data_time: 0.0135 memory: 8462 loss: 0.4853 loss_cls: 0.1541 loss_bbox: 0.3312 2022/11/14 17:59:43 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 17:59:45 - mmengine - INFO - Epoch(train) [28][7400/8541] lr: 1.1336e-04 eta: 6:19:54 time: 0.3329 data_time: 0.0134 memory: 8333 loss: 0.4859 loss_cls: 0.1546 loss_bbox: 0.3313 2022/11/14 18:00:02 - mmengine - INFO - Epoch(train) [28][7450/8541] lr: 1.1324e-04 eta: 6:19:38 time: 0.3355 data_time: 0.0135 memory: 7609 loss: 0.4877 loss_cls: 0.1514 loss_bbox: 0.3363 2022/11/14 18:00:19 - mmengine - INFO - Epoch(train) [28][7500/8541] lr: 1.1312e-04 eta: 6:19:22 time: 0.3426 data_time: 0.0136 memory: 9032 loss: 0.4955 loss_cls: 0.1523 loss_bbox: 0.3432 2022/11/14 18:00:36 - mmengine - INFO - Epoch(train) [28][7550/8541] lr: 1.1300e-04 eta: 6:19:06 time: 0.3354 data_time: 0.0140 memory: 6997 loss: 0.4898 loss_cls: 0.1511 loss_bbox: 0.3388 2022/11/14 18:00:52 - mmengine - INFO - Epoch(train) [28][7600/8541] lr: 1.1288e-04 eta: 6:18:49 time: 0.3258 data_time: 0.0137 memory: 7817 loss: 0.4842 loss_cls: 0.1580 loss_bbox: 0.3262 2022/11/14 18:01:09 - mmengine - INFO - Epoch(train) [28][7650/8541] lr: 1.1276e-04 eta: 6:18:33 time: 0.3277 data_time: 0.0141 memory: 7798 loss: 0.4770 loss_cls: 0.1485 loss_bbox: 0.3285 2022/11/14 18:01:25 - mmengine - INFO - Epoch(train) [28][7700/8541] lr: 1.1264e-04 eta: 6:18:16 time: 0.3312 data_time: 0.0141 memory: 8952 loss: 0.4617 loss_cls: 0.1469 loss_bbox: 0.3148 2022/11/14 18:01:42 - mmengine - INFO - Epoch(train) [28][7750/8541] lr: 1.1252e-04 eta: 6:18:00 time: 0.3334 data_time: 0.0134 memory: 7816 loss: 0.4948 loss_cls: 0.1634 loss_bbox: 0.3314 2022/11/14 18:01:59 - mmengine - INFO - Epoch(train) [28][7800/8541] lr: 1.1240e-04 eta: 6:17:44 time: 0.3336 data_time: 0.0138 memory: 7018 loss: 0.5099 loss_cls: 0.1685 loss_bbox: 0.3414 2022/11/14 18:02:16 - mmengine - INFO - Epoch(train) [28][7850/8541] lr: 1.1228e-04 eta: 6:17:28 time: 0.3407 data_time: 0.0142 memory: 8806 loss: 0.5004 loss_cls: 0.1624 loss_bbox: 0.3381 2022/11/14 18:02:32 - mmengine - INFO - Epoch(train) [28][7900/8541] lr: 1.1217e-04 eta: 6:17:11 time: 0.3299 data_time: 0.0140 memory: 7733 loss: 0.5017 loss_cls: 0.1641 loss_bbox: 0.3376 2022/11/14 18:02:49 - mmengine - INFO - Epoch(train) [28][7950/8541] lr: 1.1205e-04 eta: 6:16:55 time: 0.3316 data_time: 0.0140 memory: 7221 loss: 0.5150 loss_cls: 0.1712 loss_bbox: 0.3438 2022/11/14 18:03:05 - mmengine - INFO - Epoch(train) [28][8000/8541] lr: 1.1193e-04 eta: 6:16:38 time: 0.3303 data_time: 0.0140 memory: 8680 loss: 0.4874 loss_cls: 0.1595 loss_bbox: 0.3279 2022/11/14 18:03:22 - mmengine - INFO - Epoch(train) [28][8050/8541] lr: 1.1181e-04 eta: 6:16:22 time: 0.3343 data_time: 0.0137 memory: 8307 loss: 0.4749 loss_cls: 0.1521 loss_bbox: 0.3228 2022/11/14 18:03:39 - mmengine - INFO - Epoch(train) [28][8100/8541] lr: 1.1169e-04 eta: 6:16:06 time: 0.3347 data_time: 0.0139 memory: 7567 loss: 0.4948 loss_cls: 0.1597 loss_bbox: 0.3351 2022/11/14 18:03:56 - mmengine - INFO - Epoch(train) [28][8150/8541] lr: 1.1157e-04 eta: 6:15:49 time: 0.3305 data_time: 0.0137 memory: 7003 loss: 0.4820 loss_cls: 0.1566 loss_bbox: 0.3254 2022/11/14 18:04:12 - mmengine - INFO - Epoch(train) [28][8200/8541] lr: 1.1145e-04 eta: 6:15:33 time: 0.3295 data_time: 0.0136 memory: 7183 loss: 0.4720 loss_cls: 0.1480 loss_bbox: 0.3240 2022/11/14 18:04:29 - mmengine - INFO - Epoch(train) [28][8250/8541] lr: 1.1133e-04 eta: 6:15:17 time: 0.3278 data_time: 0.0141 memory: 7774 loss: 0.4806 loss_cls: 0.1501 loss_bbox: 0.3305 2022/11/14 18:04:45 - mmengine - INFO - Epoch(train) [28][8300/8541] lr: 1.1121e-04 eta: 6:15:00 time: 0.3354 data_time: 0.0137 memory: 7799 loss: 0.4874 loss_cls: 0.1517 loss_bbox: 0.3358 2022/11/14 18:05:02 - mmengine - INFO - Epoch(train) [28][8350/8541] lr: 1.1109e-04 eta: 6:14:44 time: 0.3304 data_time: 0.0136 memory: 8228 loss: 0.5069 loss_cls: 0.1632 loss_bbox: 0.3437 2022/11/14 18:05:16 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 18:05:19 - mmengine - INFO - Epoch(train) [28][8400/8541] lr: 1.1097e-04 eta: 6:14:28 time: 0.3324 data_time: 0.0136 memory: 7913 loss: 0.5087 loss_cls: 0.1688 loss_bbox: 0.3398 2022/11/14 18:05:35 - mmengine - INFO - Epoch(train) [28][8450/8541] lr: 1.1085e-04 eta: 6:14:11 time: 0.3262 data_time: 0.0137 memory: 7024 loss: 0.4836 loss_cls: 0.1576 loss_bbox: 0.3260 2022/11/14 18:05:52 - mmengine - INFO - Epoch(train) [28][8500/8541] lr: 1.1073e-04 eta: 6:13:55 time: 0.3384 data_time: 0.0137 memory: 8189 loss: 0.4905 loss_cls: 0.1570 loss_bbox: 0.3335 2022/11/14 18:06:05 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 18:06:23 - mmengine - INFO - Epoch(train) [29][50/8541] lr: 1.1051e-04 eta: 6:13:25 time: 0.3435 data_time: 0.0230 memory: 7691 loss: 0.5016 loss_cls: 0.1689 loss_bbox: 0.3327 2022/11/14 18:06:39 - mmengine - INFO - Epoch(train) [29][100/8541] lr: 1.1039e-04 eta: 6:13:09 time: 0.3245 data_time: 0.0138 memory: 7139 loss: 0.5002 loss_cls: 0.1694 loss_bbox: 0.3308 2022/11/14 18:06:56 - mmengine - INFO - Epoch(train) [29][150/8541] lr: 1.1027e-04 eta: 6:12:52 time: 0.3355 data_time: 0.0136 memory: 7306 loss: 0.4941 loss_cls: 0.1558 loss_bbox: 0.3383 2022/11/14 18:07:12 - mmengine - INFO - Epoch(train) [29][200/8541] lr: 1.1015e-04 eta: 6:12:36 time: 0.3328 data_time: 0.0136 memory: 7496 loss: 0.4904 loss_cls: 0.1534 loss_bbox: 0.3370 2022/11/14 18:07:29 - mmengine - INFO - Epoch(train) [29][250/8541] lr: 1.1003e-04 eta: 6:12:20 time: 0.3329 data_time: 0.0136 memory: 9023 loss: 0.5053 loss_cls: 0.1667 loss_bbox: 0.3386 2022/11/14 18:07:46 - mmengine - INFO - Epoch(train) [29][300/8541] lr: 1.0992e-04 eta: 6:12:03 time: 0.3352 data_time: 0.0136 memory: 7783 loss: 0.4685 loss_cls: 0.1497 loss_bbox: 0.3188 2022/11/14 18:08:02 - mmengine - INFO - Epoch(train) [29][350/8541] lr: 1.0980e-04 eta: 6:11:47 time: 0.3291 data_time: 0.0137 memory: 7242 loss: 0.4845 loss_cls: 0.1563 loss_bbox: 0.3281 2022/11/14 18:08:19 - mmengine - INFO - Epoch(train) [29][400/8541] lr: 1.0968e-04 eta: 6:11:31 time: 0.3328 data_time: 0.0140 memory: 8322 loss: 0.4936 loss_cls: 0.1642 loss_bbox: 0.3294 2022/11/14 18:08:37 - mmengine - INFO - Epoch(train) [29][450/8541] lr: 1.0956e-04 eta: 6:11:15 time: 0.3469 data_time: 0.0137 memory: 8647 loss: 0.5106 loss_cls: 0.1625 loss_bbox: 0.3481 2022/11/14 18:08:53 - mmengine - INFO - Epoch(train) [29][500/8541] lr: 1.0944e-04 eta: 6:10:58 time: 0.3352 data_time: 0.0136 memory: 7998 loss: 0.4679 loss_cls: 0.1430 loss_bbox: 0.3249 2022/11/14 18:09:10 - mmengine - INFO - Epoch(train) [29][550/8541] lr: 1.0932e-04 eta: 6:10:42 time: 0.3326 data_time: 0.0142 memory: 7143 loss: 0.4801 loss_cls: 0.1524 loss_bbox: 0.3277 2022/11/14 18:09:27 - mmengine - INFO - Epoch(train) [29][600/8541] lr: 1.0920e-04 eta: 6:10:26 time: 0.3413 data_time: 0.0138 memory: 8173 loss: 0.4773 loss_cls: 0.1497 loss_bbox: 0.3276 2022/11/14 18:09:44 - mmengine - INFO - Epoch(train) [29][650/8541] lr: 1.0908e-04 eta: 6:10:09 time: 0.3414 data_time: 0.0137 memory: 8533 loss: 0.4886 loss_cls: 0.1590 loss_bbox: 0.3295 2022/11/14 18:10:01 - mmengine - INFO - Epoch(train) [29][700/8541] lr: 1.0896e-04 eta: 6:09:53 time: 0.3366 data_time: 0.0139 memory: 8411 loss: 0.4780 loss_cls: 0.1516 loss_bbox: 0.3265 2022/11/14 18:10:18 - mmengine - INFO - Epoch(train) [29][750/8541] lr: 1.0884e-04 eta: 6:09:37 time: 0.3301 data_time: 0.0138 memory: 6927 loss: 0.4746 loss_cls: 0.1513 loss_bbox: 0.3233 2022/11/14 18:10:34 - mmengine - INFO - Epoch(train) [29][800/8541] lr: 1.0872e-04 eta: 6:09:20 time: 0.3309 data_time: 0.0139 memory: 6989 loss: 0.4932 loss_cls: 0.1649 loss_bbox: 0.3282 2022/11/14 18:10:51 - mmengine - INFO - Epoch(train) [29][850/8541] lr: 1.0860e-04 eta: 6:09:04 time: 0.3326 data_time: 0.0136 memory: 7528 loss: 0.4815 loss_cls: 0.1541 loss_bbox: 0.3274 2022/11/14 18:10:52 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 18:11:07 - mmengine - INFO - Epoch(train) [29][900/8541] lr: 1.0848e-04 eta: 6:08:48 time: 0.3270 data_time: 0.0136 memory: 7201 loss: 0.4794 loss_cls: 0.1556 loss_bbox: 0.3238 2022/11/14 18:11:24 - mmengine - INFO - Epoch(train) [29][950/8541] lr: 1.0837e-04 eta: 6:08:31 time: 0.3352 data_time: 0.0141 memory: 7226 loss: 0.5083 loss_cls: 0.1660 loss_bbox: 0.3423 2022/11/14 18:11:41 - mmengine - INFO - Epoch(train) [29][1000/8541] lr: 1.0825e-04 eta: 6:08:15 time: 0.3307 data_time: 0.0139 memory: 7110 loss: 0.4673 loss_cls: 0.1490 loss_bbox: 0.3183 2022/11/14 18:11:57 - mmengine - INFO - Epoch(train) [29][1050/8541] lr: 1.0813e-04 eta: 6:07:59 time: 0.3308 data_time: 0.0136 memory: 7962 loss: 0.4811 loss_cls: 0.1528 loss_bbox: 0.3282 2022/11/14 18:12:14 - mmengine - INFO - Epoch(train) [29][1100/8541] lr: 1.0801e-04 eta: 6:07:42 time: 0.3368 data_time: 0.0137 memory: 7850 loss: 0.4850 loss_cls: 0.1526 loss_bbox: 0.3324 2022/11/14 18:12:31 - mmengine - INFO - Epoch(train) [29][1150/8541] lr: 1.0789e-04 eta: 6:07:26 time: 0.3373 data_time: 0.0138 memory: 8372 loss: 0.4915 loss_cls: 0.1573 loss_bbox: 0.3342 2022/11/14 18:12:48 - mmengine - INFO - Epoch(train) [29][1200/8541] lr: 1.0777e-04 eta: 6:07:10 time: 0.3327 data_time: 0.0139 memory: 7928 loss: 0.4821 loss_cls: 0.1506 loss_bbox: 0.3314 2022/11/14 18:13:05 - mmengine - INFO - Epoch(train) [29][1250/8541] lr: 1.0765e-04 eta: 6:06:53 time: 0.3325 data_time: 0.0137 memory: 7408 loss: 0.4976 loss_cls: 0.1609 loss_bbox: 0.3367 2022/11/14 18:13:22 - mmengine - INFO - Epoch(train) [29][1300/8541] lr: 1.0753e-04 eta: 6:06:37 time: 0.3417 data_time: 0.0136 memory: 8141 loss: 0.4774 loss_cls: 0.1492 loss_bbox: 0.3282 2022/11/14 18:13:38 - mmengine - INFO - Epoch(train) [29][1350/8541] lr: 1.0741e-04 eta: 6:06:21 time: 0.3318 data_time: 0.0136 memory: 7677 loss: 0.4867 loss_cls: 0.1565 loss_bbox: 0.3302 2022/11/14 18:13:55 - mmengine - INFO - Epoch(train) [29][1400/8541] lr: 1.0729e-04 eta: 6:06:04 time: 0.3300 data_time: 0.0140 memory: 8002 loss: 0.4889 loss_cls: 0.1572 loss_bbox: 0.3318 2022/11/14 18:14:11 - mmengine - INFO - Epoch(train) [29][1450/8541] lr: 1.0718e-04 eta: 6:05:48 time: 0.3302 data_time: 0.0137 memory: 7872 loss: 0.4846 loss_cls: 0.1556 loss_bbox: 0.3290 2022/11/14 18:14:28 - mmengine - INFO - Epoch(train) [29][1500/8541] lr: 1.0706e-04 eta: 6:05:32 time: 0.3323 data_time: 0.0138 memory: 7099 loss: 0.4896 loss_cls: 0.1551 loss_bbox: 0.3345 2022/11/14 18:14:45 - mmengine - INFO - Epoch(train) [29][1550/8541] lr: 1.0694e-04 eta: 6:05:15 time: 0.3418 data_time: 0.0142 memory: 7573 loss: 0.4583 loss_cls: 0.1412 loss_bbox: 0.3171 2022/11/14 18:15:02 - mmengine - INFO - Epoch(train) [29][1600/8541] lr: 1.0682e-04 eta: 6:04:59 time: 0.3321 data_time: 0.0135 memory: 8080 loss: 0.4645 loss_cls: 0.1446 loss_bbox: 0.3199 2022/11/14 18:15:19 - mmengine - INFO - Epoch(train) [29][1650/8541] lr: 1.0670e-04 eta: 6:04:43 time: 0.3357 data_time: 0.0137 memory: 7257 loss: 0.4559 loss_cls: 0.1401 loss_bbox: 0.3158 2022/11/14 18:15:35 - mmengine - INFO - Epoch(train) [29][1700/8541] lr: 1.0658e-04 eta: 6:04:26 time: 0.3297 data_time: 0.0140 memory: 7405 loss: 0.4995 loss_cls: 0.1666 loss_bbox: 0.3328 2022/11/14 18:15:52 - mmengine - INFO - Epoch(train) [29][1750/8541] lr: 1.0646e-04 eta: 6:04:10 time: 0.3270 data_time: 0.0138 memory: 7658 loss: 0.4735 loss_cls: 0.1498 loss_bbox: 0.3237 2022/11/14 18:16:08 - mmengine - INFO - Epoch(train) [29][1800/8541] lr: 1.0635e-04 eta: 6:03:54 time: 0.3298 data_time: 0.0137 memory: 7309 loss: 0.4572 loss_cls: 0.1417 loss_bbox: 0.3155 2022/11/14 18:16:25 - mmengine - INFO - Epoch(train) [29][1850/8541] lr: 1.0623e-04 eta: 6:03:37 time: 0.3297 data_time: 0.0137 memory: 7472 loss: 0.4877 loss_cls: 0.1597 loss_bbox: 0.3279 2022/11/14 18:16:25 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 18:16:41 - mmengine - INFO - Epoch(train) [29][1900/8541] lr: 1.0611e-04 eta: 6:03:21 time: 0.3282 data_time: 0.0137 memory: 7385 loss: 0.4904 loss_cls: 0.1576 loss_bbox: 0.3328 2022/11/14 18:16:58 - mmengine - INFO - Epoch(train) [29][1950/8541] lr: 1.0599e-04 eta: 6:03:04 time: 0.3285 data_time: 0.0141 memory: 6941 loss: 0.4911 loss_cls: 0.1587 loss_bbox: 0.3325 2022/11/14 18:17:14 - mmengine - INFO - Epoch(train) [29][2000/8541] lr: 1.0587e-04 eta: 6:02:48 time: 0.3341 data_time: 0.0142 memory: 7818 loss: 0.5043 loss_cls: 0.1655 loss_bbox: 0.3388 2022/11/14 18:17:31 - mmengine - INFO - Epoch(train) [29][2050/8541] lr: 1.0575e-04 eta: 6:02:32 time: 0.3336 data_time: 0.0138 memory: 7017 loss: 0.4952 loss_cls: 0.1592 loss_bbox: 0.3360 2022/11/14 18:17:48 - mmengine - INFO - Epoch(train) [29][2100/8541] lr: 1.0563e-04 eta: 6:02:15 time: 0.3298 data_time: 0.0141 memory: 7362 loss: 0.4919 loss_cls: 0.1597 loss_bbox: 0.3323 2022/11/14 18:18:05 - mmengine - INFO - Epoch(train) [29][2150/8541] lr: 1.0552e-04 eta: 6:01:59 time: 0.3351 data_time: 0.0136 memory: 6830 loss: 0.5003 loss_cls: 0.1679 loss_bbox: 0.3324 2022/11/14 18:18:21 - mmengine - INFO - Epoch(train) [29][2200/8541] lr: 1.0540e-04 eta: 6:01:43 time: 0.3301 data_time: 0.0139 memory: 7380 loss: 0.4867 loss_cls: 0.1591 loss_bbox: 0.3275 2022/11/14 18:18:38 - mmengine - INFO - Epoch(train) [29][2250/8541] lr: 1.0528e-04 eta: 6:01:26 time: 0.3362 data_time: 0.0140 memory: 7747 loss: 0.4735 loss_cls: 0.1503 loss_bbox: 0.3232 2022/11/14 18:18:55 - mmengine - INFO - Epoch(train) [29][2300/8541] lr: 1.0516e-04 eta: 6:01:10 time: 0.3361 data_time: 0.0143 memory: 7125 loss: 0.5067 loss_cls: 0.1612 loss_bbox: 0.3456 2022/11/14 18:19:12 - mmengine - INFO - Epoch(train) [29][2350/8541] lr: 1.0504e-04 eta: 6:00:54 time: 0.3442 data_time: 0.0137 memory: 8423 loss: 0.4763 loss_cls: 0.1486 loss_bbox: 0.3277 2022/11/14 18:19:29 - mmengine - INFO - Epoch(train) [29][2400/8541] lr: 1.0492e-04 eta: 6:00:38 time: 0.3400 data_time: 0.0134 memory: 8937 loss: 0.4813 loss_cls: 0.1532 loss_bbox: 0.3282 2022/11/14 18:19:46 - mmengine - INFO - Epoch(train) [29][2450/8541] lr: 1.0481e-04 eta: 6:00:21 time: 0.3274 data_time: 0.0136 memory: 7614 loss: 0.4624 loss_cls: 0.1480 loss_bbox: 0.3143 2022/11/14 18:20:02 - mmengine - INFO - Epoch(train) [29][2500/8541] lr: 1.0469e-04 eta: 6:00:05 time: 0.3321 data_time: 0.0138 memory: 7220 loss: 0.4747 loss_cls: 0.1451 loss_bbox: 0.3296 2022/11/14 18:20:19 - mmengine - INFO - Epoch(train) [29][2550/8541] lr: 1.0457e-04 eta: 5:59:48 time: 0.3356 data_time: 0.0139 memory: 7469 loss: 0.4904 loss_cls: 0.1609 loss_bbox: 0.3295 2022/11/14 18:20:36 - mmengine - INFO - Epoch(train) [29][2600/8541] lr: 1.0445e-04 eta: 5:59:32 time: 0.3302 data_time: 0.0139 memory: 7576 loss: 0.4888 loss_cls: 0.1608 loss_bbox: 0.3280 2022/11/14 18:20:53 - mmengine - INFO - Epoch(train) [29][2650/8541] lr: 1.0433e-04 eta: 5:59:16 time: 0.3401 data_time: 0.0135 memory: 10537 loss: 0.4891 loss_cls: 0.1612 loss_bbox: 0.3279 2022/11/14 18:21:10 - mmengine - INFO - Epoch(train) [29][2700/8541] lr: 1.0421e-04 eta: 5:59:00 time: 0.3384 data_time: 0.0139 memory: 7577 loss: 0.4909 loss_cls: 0.1591 loss_bbox: 0.3318 2022/11/14 18:21:26 - mmengine - INFO - Epoch(train) [29][2750/8541] lr: 1.0410e-04 eta: 5:58:43 time: 0.3300 data_time: 0.0140 memory: 6985 loss: 0.4853 loss_cls: 0.1567 loss_bbox: 0.3286 2022/11/14 18:21:43 - mmengine - INFO - Epoch(train) [29][2800/8541] lr: 1.0398e-04 eta: 5:58:27 time: 0.3286 data_time: 0.0134 memory: 7246 loss: 0.4844 loss_cls: 0.1602 loss_bbox: 0.3242 2022/11/14 18:21:59 - mmengine - INFO - Epoch(train) [29][2850/8541] lr: 1.0386e-04 eta: 5:58:10 time: 0.3342 data_time: 0.0136 memory: 8171 loss: 0.4882 loss_cls: 0.1543 loss_bbox: 0.3338 2022/11/14 18:22:00 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 18:22:16 - mmengine - INFO - Epoch(train) [29][2900/8541] lr: 1.0374e-04 eta: 5:57:54 time: 0.3329 data_time: 0.0138 memory: 7902 loss: 0.4863 loss_cls: 0.1532 loss_bbox: 0.3331 2022/11/14 18:22:33 - mmengine - INFO - Epoch(train) [29][2950/8541] lr: 1.0362e-04 eta: 5:57:38 time: 0.3287 data_time: 0.0139 memory: 6960 loss: 0.4911 loss_cls: 0.1617 loss_bbox: 0.3294 2022/11/14 18:22:49 - mmengine - INFO - Epoch(train) [29][3000/8541] lr: 1.0351e-04 eta: 5:57:21 time: 0.3324 data_time: 0.0141 memory: 8412 loss: 0.4933 loss_cls: 0.1618 loss_bbox: 0.3316 2022/11/14 18:23:06 - mmengine - INFO - Epoch(train) [29][3050/8541] lr: 1.0339e-04 eta: 5:57:05 time: 0.3294 data_time: 0.0136 memory: 7577 loss: 0.5043 loss_cls: 0.1678 loss_bbox: 0.3365 2022/11/14 18:23:23 - mmengine - INFO - Epoch(train) [29][3100/8541] lr: 1.0327e-04 eta: 5:56:49 time: 0.3332 data_time: 0.0135 memory: 7482 loss: 0.4851 loss_cls: 0.1539 loss_bbox: 0.3312 2022/11/14 18:23:39 - mmengine - INFO - Epoch(train) [29][3150/8541] lr: 1.0315e-04 eta: 5:56:32 time: 0.3316 data_time: 0.0137 memory: 7498 loss: 0.4887 loss_cls: 0.1550 loss_bbox: 0.3337 2022/11/14 18:23:56 - mmengine - INFO - Epoch(train) [29][3200/8541] lr: 1.0303e-04 eta: 5:56:16 time: 0.3259 data_time: 0.0138 memory: 7170 loss: 0.5041 loss_cls: 0.1690 loss_bbox: 0.3351 2022/11/14 18:24:12 - mmengine - INFO - Epoch(train) [29][3250/8541] lr: 1.0292e-04 eta: 5:55:59 time: 0.3251 data_time: 0.0139 memory: 6960 loss: 0.4600 loss_cls: 0.1400 loss_bbox: 0.3199 2022/11/14 18:24:29 - mmengine - INFO - Epoch(train) [29][3300/8541] lr: 1.0280e-04 eta: 5:55:43 time: 0.3325 data_time: 0.0137 memory: 7852 loss: 0.4798 loss_cls: 0.1486 loss_bbox: 0.3313 2022/11/14 18:24:45 - mmengine - INFO - Epoch(train) [29][3350/8541] lr: 1.0268e-04 eta: 5:55:27 time: 0.3257 data_time: 0.0136 memory: 7188 loss: 0.4842 loss_cls: 0.1503 loss_bbox: 0.3339 2022/11/14 18:25:02 - mmengine - INFO - Epoch(train) [29][3400/8541] lr: 1.0256e-04 eta: 5:55:10 time: 0.3386 data_time: 0.0136 memory: 7332 loss: 0.4784 loss_cls: 0.1533 loss_bbox: 0.3251 2022/11/14 18:25:18 - mmengine - INFO - Epoch(train) [29][3450/8541] lr: 1.0245e-04 eta: 5:54:54 time: 0.3292 data_time: 0.0135 memory: 8260 loss: 0.4675 loss_cls: 0.1486 loss_bbox: 0.3190 2022/11/14 18:25:35 - mmengine - INFO - Epoch(train) [29][3500/8541] lr: 1.0233e-04 eta: 5:54:38 time: 0.3370 data_time: 0.0137 memory: 7637 loss: 0.5019 loss_cls: 0.1655 loss_bbox: 0.3363 2022/11/14 18:25:52 - mmengine - INFO - Epoch(train) [29][3550/8541] lr: 1.0221e-04 eta: 5:54:21 time: 0.3310 data_time: 0.0135 memory: 7503 loss: 0.4940 loss_cls: 0.1631 loss_bbox: 0.3308 2022/11/14 18:26:08 - mmengine - INFO - Epoch(train) [29][3600/8541] lr: 1.0209e-04 eta: 5:54:05 time: 0.3271 data_time: 0.0132 memory: 7159 loss: 0.4957 loss_cls: 0.1615 loss_bbox: 0.3343 2022/11/14 18:26:25 - mmengine - INFO - Epoch(train) [29][3650/8541] lr: 1.0197e-04 eta: 5:53:48 time: 0.3301 data_time: 0.0133 memory: 6968 loss: 0.4944 loss_cls: 0.1529 loss_bbox: 0.3415 2022/11/14 18:26:41 - mmengine - INFO - Epoch(train) [29][3700/8541] lr: 1.0186e-04 eta: 5:53:32 time: 0.3301 data_time: 0.0142 memory: 7142 loss: 0.4894 loss_cls: 0.1607 loss_bbox: 0.3287 2022/11/14 18:26:58 - mmengine - INFO - Epoch(train) [29][3750/8541] lr: 1.0174e-04 eta: 5:53:16 time: 0.3341 data_time: 0.0138 memory: 7996 loss: 0.4832 loss_cls: 0.1552 loss_bbox: 0.3280 2022/11/14 18:27:14 - mmengine - INFO - Epoch(train) [29][3800/8541] lr: 1.0162e-04 eta: 5:52:59 time: 0.3253 data_time: 0.0137 memory: 7030 loss: 0.4750 loss_cls: 0.1553 loss_bbox: 0.3198 2022/11/14 18:27:31 - mmengine - INFO - Epoch(train) [29][3850/8541] lr: 1.0150e-04 eta: 5:52:43 time: 0.3274 data_time: 0.0139 memory: 7401 loss: 0.4872 loss_cls: 0.1646 loss_bbox: 0.3227 2022/11/14 18:27:32 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 18:27:47 - mmengine - INFO - Epoch(train) [29][3900/8541] lr: 1.0139e-04 eta: 5:52:26 time: 0.3276 data_time: 0.0138 memory: 7144 loss: 0.4835 loss_cls: 0.1501 loss_bbox: 0.3334 2022/11/14 18:28:04 - mmengine - INFO - Epoch(train) [29][3950/8541] lr: 1.0127e-04 eta: 5:52:10 time: 0.3388 data_time: 0.0137 memory: 8470 loss: 0.4717 loss_cls: 0.1499 loss_bbox: 0.3218 2022/11/14 18:28:21 - mmengine - INFO - Epoch(train) [29][4000/8541] lr: 1.0115e-04 eta: 5:51:54 time: 0.3333 data_time: 0.0137 memory: 7806 loss: 0.4855 loss_cls: 0.1530 loss_bbox: 0.3325 2022/11/14 18:28:37 - mmengine - INFO - Epoch(train) [29][4050/8541] lr: 1.0103e-04 eta: 5:51:37 time: 0.3274 data_time: 0.0137 memory: 7211 loss: 0.4828 loss_cls: 0.1536 loss_bbox: 0.3293 2022/11/14 18:28:54 - mmengine - INFO - Epoch(train) [29][4100/8541] lr: 1.0092e-04 eta: 5:51:21 time: 0.3312 data_time: 0.0139 memory: 7234 loss: 0.4875 loss_cls: 0.1558 loss_bbox: 0.3317 2022/11/14 18:29:11 - mmengine - INFO - Epoch(train) [29][4150/8541] lr: 1.0080e-04 eta: 5:51:05 time: 0.3365 data_time: 0.0135 memory: 8130 loss: 0.4885 loss_cls: 0.1551 loss_bbox: 0.3334 2022/11/14 18:29:28 - mmengine - INFO - Epoch(train) [29][4200/8541] lr: 1.0068e-04 eta: 5:50:48 time: 0.3344 data_time: 0.0138 memory: 7305 loss: 0.4809 loss_cls: 0.1563 loss_bbox: 0.3247 2022/11/14 18:29:44 - mmengine - INFO - Epoch(train) [29][4250/8541] lr: 1.0057e-04 eta: 5:50:32 time: 0.3326 data_time: 0.0132 memory: 8751 loss: 0.4904 loss_cls: 0.1593 loss_bbox: 0.3312 2022/11/14 18:30:01 - mmengine - INFO - Epoch(train) [29][4300/8541] lr: 1.0045e-04 eta: 5:50:16 time: 0.3296 data_time: 0.0132 memory: 8739 loss: 0.4806 loss_cls: 0.1554 loss_bbox: 0.3252 2022/11/14 18:30:17 - mmengine - INFO - Epoch(train) [29][4350/8541] lr: 1.0033e-04 eta: 5:49:59 time: 0.3295 data_time: 0.0138 memory: 7256 loss: 0.4728 loss_cls: 0.1594 loss_bbox: 0.3134 2022/11/14 18:30:34 - mmengine - INFO - Epoch(train) [29][4400/8541] lr: 1.0021e-04 eta: 5:49:43 time: 0.3303 data_time: 0.0137 memory: 7563 loss: 0.4813 loss_cls: 0.1541 loss_bbox: 0.3272 2022/11/14 18:30:50 - mmengine - INFO - Epoch(train) [29][4450/8541] lr: 1.0010e-04 eta: 5:49:26 time: 0.3257 data_time: 0.0133 memory: 7151 loss: 0.4891 loss_cls: 0.1579 loss_bbox: 0.3313 2022/11/14 18:31:07 - mmengine - INFO - Epoch(train) [29][4500/8541] lr: 9.9980e-05 eta: 5:49:10 time: 0.3381 data_time: 0.0134 memory: 8106 loss: 0.4882 loss_cls: 0.1553 loss_bbox: 0.3330 2022/11/14 18:31:24 - mmengine - INFO - Epoch(train) [29][4550/8541] lr: 9.9863e-05 eta: 5:48:54 time: 0.3296 data_time: 0.0141 memory: 7448 loss: 0.4933 loss_cls: 0.1584 loss_bbox: 0.3349 2022/11/14 18:31:41 - mmengine - INFO - Epoch(train) [29][4600/8541] lr: 9.9746e-05 eta: 5:48:37 time: 0.3403 data_time: 0.0139 memory: 7638 loss: 0.5003 loss_cls: 0.1586 loss_bbox: 0.3417 2022/11/14 18:31:58 - mmengine - INFO - Epoch(train) [29][4650/8541] lr: 9.9629e-05 eta: 5:48:21 time: 0.3305 data_time: 0.0133 memory: 8310 loss: 0.4733 loss_cls: 0.1492 loss_bbox: 0.3241 2022/11/14 18:32:14 - mmengine - INFO - Epoch(train) [29][4700/8541] lr: 9.9512e-05 eta: 5:48:05 time: 0.3296 data_time: 0.0136 memory: 6916 loss: 0.4956 loss_cls: 0.1600 loss_bbox: 0.3357 2022/11/14 18:32:31 - mmengine - INFO - Epoch(train) [29][4750/8541] lr: 9.9395e-05 eta: 5:47:48 time: 0.3373 data_time: 0.0133 memory: 8237 loss: 0.4813 loss_cls: 0.1510 loss_bbox: 0.3303 2022/11/14 18:32:47 - mmengine - INFO - Epoch(train) [29][4800/8541] lr: 9.9278e-05 eta: 5:47:32 time: 0.3278 data_time: 0.0137 memory: 7299 loss: 0.4921 loss_cls: 0.1636 loss_bbox: 0.3285 2022/11/14 18:33:04 - mmengine - INFO - Epoch(train) [29][4850/8541] lr: 9.9161e-05 eta: 5:47:16 time: 0.3314 data_time: 0.0133 memory: 9035 loss: 0.4712 loss_cls: 0.1479 loss_bbox: 0.3233 2022/11/14 18:33:05 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 18:33:20 - mmengine - INFO - Epoch(train) [29][4900/8541] lr: 9.9045e-05 eta: 5:46:59 time: 0.3278 data_time: 0.0137 memory: 7330 loss: 0.4660 loss_cls: 0.1470 loss_bbox: 0.3190 2022/11/14 18:33:37 - mmengine - INFO - Epoch(train) [29][4950/8541] lr: 9.8928e-05 eta: 5:46:43 time: 0.3247 data_time: 0.0136 memory: 8678 loss: 0.4936 loss_cls: 0.1594 loss_bbox: 0.3341 2022/11/14 18:33:53 - mmengine - INFO - Epoch(train) [29][5000/8541] lr: 9.8811e-05 eta: 5:46:26 time: 0.3274 data_time: 0.0134 memory: 7297 loss: 0.4926 loss_cls: 0.1629 loss_bbox: 0.3297 2022/11/14 18:34:10 - mmengine - INFO - Epoch(train) [29][5050/8541] lr: 9.8694e-05 eta: 5:46:10 time: 0.3392 data_time: 0.0139 memory: 8849 loss: 0.4747 loss_cls: 0.1526 loss_bbox: 0.3221 2022/11/14 18:34:27 - mmengine - INFO - Epoch(train) [29][5100/8541] lr: 9.8578e-05 eta: 5:45:54 time: 0.3358 data_time: 0.0137 memory: 8126 loss: 0.4772 loss_cls: 0.1536 loss_bbox: 0.3236 2022/11/14 18:34:44 - mmengine - INFO - Epoch(train) [29][5150/8541] lr: 9.8461e-05 eta: 5:45:37 time: 0.3389 data_time: 0.0135 memory: 7959 loss: 0.4868 loss_cls: 0.1571 loss_bbox: 0.3297 2022/11/14 18:35:01 - mmengine - INFO - Epoch(train) [29][5200/8541] lr: 9.8345e-05 eta: 5:45:21 time: 0.3297 data_time: 0.0134 memory: 7347 loss: 0.4800 loss_cls: 0.1522 loss_bbox: 0.3278 2022/11/14 18:35:17 - mmengine - INFO - Epoch(train) [29][5250/8541] lr: 9.8228e-05 eta: 5:45:05 time: 0.3277 data_time: 0.0140 memory: 7076 loss: 0.4773 loss_cls: 0.1525 loss_bbox: 0.3248 2022/11/14 18:35:34 - mmengine - INFO - Epoch(train) [29][5300/8541] lr: 9.8111e-05 eta: 5:44:48 time: 0.3294 data_time: 0.0137 memory: 8723 loss: 0.4790 loss_cls: 0.1549 loss_bbox: 0.3242 2022/11/14 18:35:51 - mmengine - INFO - Epoch(train) [29][5350/8541] lr: 9.7995e-05 eta: 5:44:32 time: 0.3516 data_time: 0.0165 memory: 7614 loss: 0.4683 loss_cls: 0.1507 loss_bbox: 0.3176 2022/11/14 18:36:07 - mmengine - INFO - Epoch(train) [29][5400/8541] lr: 9.7879e-05 eta: 5:44:16 time: 0.3251 data_time: 0.0143 memory: 6918 loss: 0.4978 loss_cls: 0.1659 loss_bbox: 0.3319 2022/11/14 18:36:24 - mmengine - INFO - Epoch(train) [29][5450/8541] lr: 9.7762e-05 eta: 5:43:59 time: 0.3329 data_time: 0.0140 memory: 8160 loss: 0.4901 loss_cls: 0.1589 loss_bbox: 0.3312 2022/11/14 18:36:41 - mmengine - INFO - Epoch(train) [29][5500/8541] lr: 9.7646e-05 eta: 5:43:43 time: 0.3351 data_time: 0.0137 memory: 7437 loss: 0.4940 loss_cls: 0.1570 loss_bbox: 0.3371 2022/11/14 18:36:57 - mmengine - INFO - Epoch(train) [29][5550/8541] lr: 9.7529e-05 eta: 5:43:27 time: 0.3287 data_time: 0.0141 memory: 7183 loss: 0.5197 loss_cls: 0.1741 loss_bbox: 0.3456 2022/11/14 18:37:14 - mmengine - INFO - Epoch(train) [29][5600/8541] lr: 9.7413e-05 eta: 5:43:10 time: 0.3313 data_time: 0.0139 memory: 7166 loss: 0.5027 loss_cls: 0.1634 loss_bbox: 0.3393 2022/11/14 18:37:31 - mmengine - INFO - Epoch(train) [29][5650/8541] lr: 9.7297e-05 eta: 5:42:54 time: 0.3363 data_time: 0.0140 memory: 8287 loss: 0.4981 loss_cls: 0.1605 loss_bbox: 0.3375 2022/11/14 18:37:48 - mmengine - INFO - Epoch(train) [29][5700/8541] lr: 9.7180e-05 eta: 5:42:38 time: 0.3325 data_time: 0.0142 memory: 7534 loss: 0.4869 loss_cls: 0.1610 loss_bbox: 0.3259 2022/11/14 18:38:04 - mmengine - INFO - Epoch(train) [29][5750/8541] lr: 9.7064e-05 eta: 5:42:21 time: 0.3257 data_time: 0.0140 memory: 6893 loss: 0.4756 loss_cls: 0.1549 loss_bbox: 0.3208 2022/11/14 18:38:21 - mmengine - INFO - Epoch(train) [29][5800/8541] lr: 9.6948e-05 eta: 5:42:05 time: 0.3422 data_time: 0.0140 memory: 7813 loss: 0.4762 loss_cls: 0.1492 loss_bbox: 0.3270 2022/11/14 18:38:38 - mmengine - INFO - Epoch(train) [29][5850/8541] lr: 9.6832e-05 eta: 5:41:49 time: 0.3360 data_time: 0.0139 memory: 7096 loss: 0.4723 loss_cls: 0.1506 loss_bbox: 0.3217 2022/11/14 18:38:39 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 18:38:54 - mmengine - INFO - Epoch(train) [29][5900/8541] lr: 9.6716e-05 eta: 5:41:32 time: 0.3291 data_time: 0.0139 memory: 7837 loss: 0.4608 loss_cls: 0.1452 loss_bbox: 0.3157 2022/11/14 18:39:11 - mmengine - INFO - Epoch(train) [29][5950/8541] lr: 9.6600e-05 eta: 5:41:16 time: 0.3341 data_time: 0.0142 memory: 8267 loss: 0.4950 loss_cls: 0.1656 loss_bbox: 0.3294 2022/11/14 18:39:28 - mmengine - INFO - Epoch(train) [29][6000/8541] lr: 9.6484e-05 eta: 5:40:59 time: 0.3339 data_time: 0.0139 memory: 7989 loss: 0.4848 loss_cls: 0.1568 loss_bbox: 0.3280 2022/11/14 18:39:45 - mmengine - INFO - Epoch(train) [29][6050/8541] lr: 9.6368e-05 eta: 5:40:43 time: 0.3384 data_time: 0.0141 memory: 7351 loss: 0.4545 loss_cls: 0.1413 loss_bbox: 0.3132 2022/11/14 18:40:02 - mmengine - INFO - Epoch(train) [29][6100/8541] lr: 9.6252e-05 eta: 5:40:27 time: 0.3403 data_time: 0.0139 memory: 8278 loss: 0.5004 loss_cls: 0.1580 loss_bbox: 0.3424 2022/11/14 18:40:19 - mmengine - INFO - Epoch(train) [29][6150/8541] lr: 9.6136e-05 eta: 5:40:11 time: 0.3361 data_time: 0.0140 memory: 7275 loss: 0.4750 loss_cls: 0.1523 loss_bbox: 0.3227 2022/11/14 18:40:35 - mmengine - INFO - Epoch(train) [29][6200/8541] lr: 9.6020e-05 eta: 5:39:54 time: 0.3263 data_time: 0.0139 memory: 8145 loss: 0.4796 loss_cls: 0.1493 loss_bbox: 0.3304 2022/11/14 18:40:52 - mmengine - INFO - Epoch(train) [29][6250/8541] lr: 9.5904e-05 eta: 5:39:38 time: 0.3263 data_time: 0.0143 memory: 7062 loss: 0.4754 loss_cls: 0.1492 loss_bbox: 0.3262 2022/11/14 18:41:08 - mmengine - INFO - Epoch(train) [29][6300/8541] lr: 9.5788e-05 eta: 5:39:21 time: 0.3339 data_time: 0.0140 memory: 8175 loss: 0.4626 loss_cls: 0.1437 loss_bbox: 0.3189 2022/11/14 18:41:25 - mmengine - INFO - Epoch(train) [29][6350/8541] lr: 9.5673e-05 eta: 5:39:05 time: 0.3328 data_time: 0.0139 memory: 7353 loss: 0.4953 loss_cls: 0.1572 loss_bbox: 0.3381 2022/11/14 18:41:42 - mmengine - INFO - Epoch(train) [29][6400/8541] lr: 9.5557e-05 eta: 5:38:49 time: 0.3451 data_time: 0.0139 memory: 8300 loss: 0.4707 loss_cls: 0.1454 loss_bbox: 0.3253 2022/11/14 18:41:59 - mmengine - INFO - Epoch(train) [29][6450/8541] lr: 9.5441e-05 eta: 5:38:32 time: 0.3313 data_time: 0.0137 memory: 7687 loss: 0.4845 loss_cls: 0.1574 loss_bbox: 0.3272 2022/11/14 18:42:16 - mmengine - INFO - Epoch(train) [29][6500/8541] lr: 9.5325e-05 eta: 5:38:16 time: 0.3311 data_time: 0.0137 memory: 7030 loss: 0.4830 loss_cls: 0.1524 loss_bbox: 0.3306 2022/11/14 18:42:32 - mmengine - INFO - Epoch(train) [29][6550/8541] lr: 9.5210e-05 eta: 5:38:00 time: 0.3203 data_time: 0.0140 memory: 6853 loss: 0.4759 loss_cls: 0.1503 loss_bbox: 0.3257 2022/11/14 18:42:48 - mmengine - INFO - Epoch(train) [29][6600/8541] lr: 9.5094e-05 eta: 5:37:43 time: 0.3318 data_time: 0.0140 memory: 7675 loss: 0.4689 loss_cls: 0.1480 loss_bbox: 0.3209 2022/11/14 18:43:05 - mmengine - INFO - Epoch(train) [29][6650/8541] lr: 9.4979e-05 eta: 5:37:27 time: 0.3350 data_time: 0.0141 memory: 7174 loss: 0.4718 loss_cls: 0.1470 loss_bbox: 0.3248 2022/11/14 18:43:21 - mmengine - INFO - Epoch(train) [29][6700/8541] lr: 9.4863e-05 eta: 5:37:10 time: 0.3261 data_time: 0.0140 memory: 7896 loss: 0.4606 loss_cls: 0.1441 loss_bbox: 0.3165 2022/11/14 18:43:38 - mmengine - INFO - Epoch(train) [29][6750/8541] lr: 9.4748e-05 eta: 5:36:54 time: 0.3299 data_time: 0.0138 memory: 7196 loss: 0.4998 loss_cls: 0.1659 loss_bbox: 0.3339 2022/11/14 18:43:54 - mmengine - INFO - Epoch(train) [29][6800/8541] lr: 9.4632e-05 eta: 5:36:38 time: 0.3274 data_time: 0.0137 memory: 6978 loss: 0.4939 loss_cls: 0.1571 loss_bbox: 0.3368 2022/11/14 18:44:11 - mmengine - INFO - Epoch(train) [29][6850/8541] lr: 9.4517e-05 eta: 5:36:21 time: 0.3310 data_time: 0.0139 memory: 7819 loss: 0.4737 loss_cls: 0.1487 loss_bbox: 0.3249 2022/11/14 18:44:12 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 18:44:28 - mmengine - INFO - Epoch(train) [29][6900/8541] lr: 9.4401e-05 eta: 5:36:05 time: 0.3304 data_time: 0.0138 memory: 8327 loss: 0.4735 loss_cls: 0.1524 loss_bbox: 0.3211 2022/11/14 18:44:44 - mmengine - INFO - Epoch(train) [29][6950/8541] lr: 9.4286e-05 eta: 5:35:48 time: 0.3296 data_time: 0.0137 memory: 8952 loss: 0.4840 loss_cls: 0.1551 loss_bbox: 0.3289 2022/11/14 18:45:01 - mmengine - INFO - Epoch(train) [29][7000/8541] lr: 9.4171e-05 eta: 5:35:32 time: 0.3294 data_time: 0.0137 memory: 6952 loss: 0.4851 loss_cls: 0.1577 loss_bbox: 0.3273 2022/11/14 18:45:17 - mmengine - INFO - Epoch(train) [29][7050/8541] lr: 9.4056e-05 eta: 5:35:16 time: 0.3254 data_time: 0.0137 memory: 7581 loss: 0.4792 loss_cls: 0.1488 loss_bbox: 0.3304 2022/11/14 18:45:34 - mmengine - INFO - Epoch(train) [29][7100/8541] lr: 9.3940e-05 eta: 5:34:59 time: 0.3305 data_time: 0.0137 memory: 7149 loss: 0.4882 loss_cls: 0.1562 loss_bbox: 0.3320 2022/11/14 18:45:50 - mmengine - INFO - Epoch(train) [29][7150/8541] lr: 9.3825e-05 eta: 5:34:43 time: 0.3338 data_time: 0.0135 memory: 7206 loss: 0.4626 loss_cls: 0.1439 loss_bbox: 0.3187 2022/11/14 18:46:07 - mmengine - INFO - Epoch(train) [29][7200/8541] lr: 9.3710e-05 eta: 5:34:26 time: 0.3296 data_time: 0.0137 memory: 7739 loss: 0.4837 loss_cls: 0.1570 loss_bbox: 0.3267 2022/11/14 18:46:23 - mmengine - INFO - Epoch(train) [29][7250/8541] lr: 9.3595e-05 eta: 5:34:10 time: 0.3261 data_time: 0.0139 memory: 6965 loss: 0.4799 loss_cls: 0.1567 loss_bbox: 0.3232 2022/11/14 18:46:40 - mmengine - INFO - Epoch(train) [29][7300/8541] lr: 9.3480e-05 eta: 5:33:54 time: 0.3267 data_time: 0.0141 memory: 7840 loss: 0.4844 loss_cls: 0.1543 loss_bbox: 0.3302 2022/11/14 18:46:56 - mmengine - INFO - Epoch(train) [29][7350/8541] lr: 9.3365e-05 eta: 5:33:37 time: 0.3350 data_time: 0.0138 memory: 7350 loss: 0.4689 loss_cls: 0.1494 loss_bbox: 0.3195 2022/11/14 18:47:13 - mmengine - INFO - Epoch(train) [29][7400/8541] lr: 9.3250e-05 eta: 5:33:21 time: 0.3230 data_time: 0.0137 memory: 7292 loss: 0.4925 loss_cls: 0.1586 loss_bbox: 0.3339 2022/11/14 18:47:29 - mmengine - INFO - Epoch(train) [29][7450/8541] lr: 9.3135e-05 eta: 5:33:04 time: 0.3283 data_time: 0.0141 memory: 6907 loss: 0.4792 loss_cls: 0.1545 loss_bbox: 0.3247 2022/11/14 18:47:45 - mmengine - INFO - Epoch(train) [29][7500/8541] lr: 9.3020e-05 eta: 5:32:48 time: 0.3277 data_time: 0.0138 memory: 7646 loss: 0.4683 loss_cls: 0.1504 loss_bbox: 0.3179 2022/11/14 18:48:02 - mmengine - INFO - Epoch(train) [29][7550/8541] lr: 9.2905e-05 eta: 5:32:32 time: 0.3318 data_time: 0.0137 memory: 7473 loss: 0.4854 loss_cls: 0.1535 loss_bbox: 0.3319 2022/11/14 18:48:19 - mmengine - INFO - Epoch(train) [29][7600/8541] lr: 9.2791e-05 eta: 5:32:15 time: 0.3453 data_time: 0.0137 memory: 7770 loss: 0.4786 loss_cls: 0.1496 loss_bbox: 0.3290 2022/11/14 18:48:36 - mmengine - INFO - Epoch(train) [29][7650/8541] lr: 9.2676e-05 eta: 5:31:59 time: 0.3301 data_time: 0.0138 memory: 6981 loss: 0.4733 loss_cls: 0.1513 loss_bbox: 0.3220 2022/11/14 18:48:53 - mmengine - INFO - Epoch(train) [29][7700/8541] lr: 9.2561e-05 eta: 5:31:43 time: 0.3313 data_time: 0.0137 memory: 7479 loss: 0.4774 loss_cls: 0.1538 loss_bbox: 0.3236 2022/11/14 18:49:09 - mmengine - INFO - Epoch(train) [29][7750/8541] lr: 9.2446e-05 eta: 5:31:26 time: 0.3358 data_time: 0.0141 memory: 7910 loss: 0.4968 loss_cls: 0.1547 loss_bbox: 0.3421 2022/11/14 18:49:26 - mmengine - INFO - Epoch(train) [29][7800/8541] lr: 9.2332e-05 eta: 5:31:10 time: 0.3267 data_time: 0.0137 memory: 7442 loss: 0.4822 loss_cls: 0.1563 loss_bbox: 0.3259 2022/11/14 18:49:42 - mmengine - INFO - Epoch(train) [29][7850/8541] lr: 9.2217e-05 eta: 5:30:53 time: 0.3316 data_time: 0.0136 memory: 7443 loss: 0.4746 loss_cls: 0.1531 loss_bbox: 0.3215 2022/11/14 18:49:43 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 18:49:59 - mmengine - INFO - Epoch(train) [29][7900/8541] lr: 9.2103e-05 eta: 5:30:37 time: 0.3245 data_time: 0.0142 memory: 7174 loss: 0.4794 loss_cls: 0.1547 loss_bbox: 0.3247 2022/11/14 18:50:16 - mmengine - INFO - Epoch(train) [29][7950/8541] lr: 9.1988e-05 eta: 5:30:21 time: 0.3341 data_time: 0.0140 memory: 7452 loss: 0.4751 loss_cls: 0.1524 loss_bbox: 0.3227 2022/11/14 18:50:32 - mmengine - INFO - Epoch(train) [29][8000/8541] lr: 9.1873e-05 eta: 5:30:04 time: 0.3322 data_time: 0.0137 memory: 8283 loss: 0.4912 loss_cls: 0.1555 loss_bbox: 0.3356 2022/11/14 18:50:49 - mmengine - INFO - Epoch(train) [29][8050/8541] lr: 9.1759e-05 eta: 5:29:48 time: 0.3339 data_time: 0.0137 memory: 7260 loss: 0.4771 loss_cls: 0.1509 loss_bbox: 0.3262 2022/11/14 18:51:05 - mmengine - INFO - Epoch(train) [29][8100/8541] lr: 9.1645e-05 eta: 5:29:32 time: 0.3294 data_time: 0.0140 memory: 8306 loss: 0.4837 loss_cls: 0.1599 loss_bbox: 0.3238 2022/11/14 18:51:22 - mmengine - INFO - Epoch(train) [29][8150/8541] lr: 9.1530e-05 eta: 5:29:15 time: 0.3269 data_time: 0.0136 memory: 7081 loss: 0.4782 loss_cls: 0.1550 loss_bbox: 0.3232 2022/11/14 18:51:38 - mmengine - INFO - Epoch(train) [29][8200/8541] lr: 9.1416e-05 eta: 5:28:59 time: 0.3317 data_time: 0.0140 memory: 7158 loss: 0.4960 loss_cls: 0.1597 loss_bbox: 0.3363 2022/11/14 18:51:55 - mmengine - INFO - Epoch(train) [29][8250/8541] lr: 9.1302e-05 eta: 5:28:42 time: 0.3333 data_time: 0.0138 memory: 7991 loss: 0.4646 loss_cls: 0.1442 loss_bbox: 0.3204 2022/11/14 18:52:12 - mmengine - INFO - Epoch(train) [29][8300/8541] lr: 9.1187e-05 eta: 5:28:26 time: 0.3352 data_time: 0.0136 memory: 7318 loss: 0.4786 loss_cls: 0.1550 loss_bbox: 0.3236 2022/11/14 18:52:29 - mmengine - INFO - Epoch(train) [29][8350/8541] lr: 9.1073e-05 eta: 5:28:10 time: 0.3356 data_time: 0.0139 memory: 7442 loss: 0.4674 loss_cls: 0.1463 loss_bbox: 0.3211 2022/11/14 18:52:45 - mmengine - INFO - Epoch(train) [29][8400/8541] lr: 9.0959e-05 eta: 5:27:53 time: 0.3293 data_time: 0.0134 memory: 9082 loss: 0.4808 loss_cls: 0.1534 loss_bbox: 0.3274 2022/11/14 18:53:02 - mmengine - INFO - Epoch(train) [29][8450/8541] lr: 9.0845e-05 eta: 5:27:37 time: 0.3345 data_time: 0.0134 memory: 7350 loss: 0.4612 loss_cls: 0.1444 loss_bbox: 0.3168 2022/11/14 18:53:19 - mmengine - INFO - Epoch(train) [29][8500/8541] lr: 9.0731e-05 eta: 5:27:21 time: 0.3312 data_time: 0.0140 memory: 7482 loss: 0.4865 loss_cls: 0.1564 loss_bbox: 0.3301 2022/11/14 18:53:32 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 18:53:50 - mmengine - INFO - Epoch(train) [30][50/8541] lr: 9.0523e-05 eta: 5:26:51 time: 0.3531 data_time: 0.0279 memory: 7794 loss: 0.4669 loss_cls: 0.1469 loss_bbox: 0.3201 2022/11/14 18:54:07 - mmengine - INFO - Epoch(train) [30][100/8541] lr: 9.0409e-05 eta: 5:26:35 time: 0.3386 data_time: 0.0136 memory: 7415 loss: 0.4788 loss_cls: 0.1522 loss_bbox: 0.3266 2022/11/14 18:54:23 - mmengine - INFO - Epoch(train) [30][150/8541] lr: 9.0296e-05 eta: 5:26:18 time: 0.3276 data_time: 0.0137 memory: 7865 loss: 0.4728 loss_cls: 0.1459 loss_bbox: 0.3269 2022/11/14 18:54:40 - mmengine - INFO - Epoch(train) [30][200/8541] lr: 9.0182e-05 eta: 5:26:02 time: 0.3313 data_time: 0.0136 memory: 7588 loss: 0.4537 loss_cls: 0.1407 loss_bbox: 0.3129 2022/11/14 18:54:57 - mmengine - INFO - Epoch(train) [30][250/8541] lr: 9.0068e-05 eta: 5:25:46 time: 0.3353 data_time: 0.0137 memory: 7711 loss: 0.4673 loss_cls: 0.1439 loss_bbox: 0.3233 2022/11/14 18:55:14 - mmengine - INFO - Epoch(train) [30][300/8541] lr: 8.9954e-05 eta: 5:25:29 time: 0.3339 data_time: 0.0138 memory: 7539 loss: 0.4828 loss_cls: 0.1527 loss_bbox: 0.3302 2022/11/14 18:55:17 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 18:55:30 - mmengine - INFO - Epoch(train) [30][350/8541] lr: 8.9840e-05 eta: 5:25:13 time: 0.3297 data_time: 0.0142 memory: 7757 loss: 0.4677 loss_cls: 0.1459 loss_bbox: 0.3218 2022/11/14 18:55:47 - mmengine - INFO - Epoch(train) [30][400/8541] lr: 8.9727e-05 eta: 5:24:57 time: 0.3373 data_time: 0.0139 memory: 8552 loss: 0.4563 loss_cls: 0.1420 loss_bbox: 0.3142 2022/11/14 18:56:03 - mmengine - INFO - Epoch(train) [30][450/8541] lr: 8.9613e-05 eta: 5:24:40 time: 0.3257 data_time: 0.0138 memory: 7212 loss: 0.4621 loss_cls: 0.1500 loss_bbox: 0.3121 2022/11/14 18:56:20 - mmengine - INFO - Epoch(train) [30][500/8541] lr: 8.9499e-05 eta: 5:24:24 time: 0.3359 data_time: 0.0138 memory: 8951 loss: 0.4663 loss_cls: 0.1424 loss_bbox: 0.3239 2022/11/14 18:56:37 - mmengine - INFO - Epoch(train) [30][550/8541] lr: 8.9386e-05 eta: 5:24:07 time: 0.3235 data_time: 0.0144 memory: 6933 loss: 0.4775 loss_cls: 0.1593 loss_bbox: 0.3182 2022/11/14 18:56:54 - mmengine - INFO - Epoch(train) [30][600/8541] lr: 8.9272e-05 eta: 5:23:51 time: 0.3392 data_time: 0.0138 memory: 7707 loss: 0.4919 loss_cls: 0.1543 loss_bbox: 0.3376 2022/11/14 18:57:11 - mmengine - INFO - Epoch(train) [30][650/8541] lr: 8.9159e-05 eta: 5:23:35 time: 0.3392 data_time: 0.0135 memory: 8291 loss: 0.4583 loss_cls: 0.1412 loss_bbox: 0.3171 2022/11/14 18:57:27 - mmengine - INFO - Epoch(train) [30][700/8541] lr: 8.9045e-05 eta: 5:23:18 time: 0.3244 data_time: 0.0140 memory: 6996 loss: 0.4908 loss_cls: 0.1581 loss_bbox: 0.3327 2022/11/14 18:57:44 - mmengine - INFO - Epoch(train) [30][750/8541] lr: 8.8932e-05 eta: 5:23:02 time: 0.3324 data_time: 0.0136 memory: 8341 loss: 0.4763 loss_cls: 0.1550 loss_bbox: 0.3213 2022/11/14 18:58:00 - mmengine - INFO - Epoch(train) [30][800/8541] lr: 8.8819e-05 eta: 5:22:46 time: 0.3329 data_time: 0.0138 memory: 8679 loss: 0.4806 loss_cls: 0.1525 loss_bbox: 0.3281 2022/11/14 18:58:17 - mmengine - INFO - Epoch(train) [30][850/8541] lr: 8.8705e-05 eta: 5:22:29 time: 0.3440 data_time: 0.0137 memory: 8345 loss: 0.4868 loss_cls: 0.1574 loss_bbox: 0.3294 2022/11/14 18:58:34 - mmengine - INFO - Epoch(train) [30][900/8541] lr: 8.8592e-05 eta: 5:22:13 time: 0.3268 data_time: 0.0135 memory: 7660 loss: 0.4843 loss_cls: 0.1592 loss_bbox: 0.3250 2022/11/14 18:58:50 - mmengine - INFO - Epoch(train) [30][950/8541] lr: 8.8479e-05 eta: 5:21:57 time: 0.3303 data_time: 0.0136 memory: 9538 loss: 0.4884 loss_cls: 0.1590 loss_bbox: 0.3294 2022/11/14 18:59:07 - mmengine - INFO - Epoch(train) [30][1000/8541] lr: 8.8366e-05 eta: 5:21:40 time: 0.3307 data_time: 0.0136 memory: 7614 loss: 0.4665 loss_cls: 0.1438 loss_bbox: 0.3227 2022/11/14 18:59:23 - mmengine - INFO - Epoch(train) [30][1050/8541] lr: 8.8253e-05 eta: 5:21:24 time: 0.3265 data_time: 0.0140 memory: 7032 loss: 0.4668 loss_cls: 0.1473 loss_bbox: 0.3195 2022/11/14 18:59:40 - mmengine - INFO - Epoch(train) [30][1100/8541] lr: 8.8140e-05 eta: 5:21:07 time: 0.3356 data_time: 0.0139 memory: 8361 loss: 0.4718 loss_cls: 0.1478 loss_bbox: 0.3240 2022/11/14 18:59:57 - mmengine - INFO - Epoch(train) [30][1150/8541] lr: 8.8027e-05 eta: 5:20:51 time: 0.3296 data_time: 0.0139 memory: 7198 loss: 0.4893 loss_cls: 0.1587 loss_bbox: 0.3307 2022/11/14 19:00:13 - mmengine - INFO - Epoch(train) [30][1200/8541] lr: 8.7914e-05 eta: 5:20:35 time: 0.3311 data_time: 0.0137 memory: 7847 loss: 0.4964 loss_cls: 0.1595 loss_bbox: 0.3370 2022/11/14 19:00:30 - mmengine - INFO - Epoch(train) [30][1250/8541] lr: 8.7801e-05 eta: 5:20:18 time: 0.3319 data_time: 0.0134 memory: 8574 loss: 0.4710 loss_cls: 0.1491 loss_bbox: 0.3219 2022/11/14 19:00:47 - mmengine - INFO - Epoch(train) [30][1300/8541] lr: 8.7688e-05 eta: 5:20:02 time: 0.3342 data_time: 0.0137 memory: 7977 loss: 0.4673 loss_cls: 0.1457 loss_bbox: 0.3216 2022/11/14 19:00:50 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 19:01:03 - mmengine - INFO - Epoch(train) [30][1350/8541] lr: 8.7575e-05 eta: 5:19:45 time: 0.3283 data_time: 0.0139 memory: 7280 loss: 0.4892 loss_cls: 0.1598 loss_bbox: 0.3293 2022/11/14 19:01:19 - mmengine - INFO - Epoch(train) [30][1400/8541] lr: 8.7462e-05 eta: 5:19:29 time: 0.3228 data_time: 0.0138 memory: 6878 loss: 0.4798 loss_cls: 0.1538 loss_bbox: 0.3260 2022/11/14 19:01:36 - mmengine - INFO - Epoch(train) [30][1450/8541] lr: 8.7349e-05 eta: 5:19:13 time: 0.3237 data_time: 0.0134 memory: 7531 loss: 0.4700 loss_cls: 0.1512 loss_bbox: 0.3188 2022/11/14 19:01:52 - mmengine - INFO - Epoch(train) [30][1500/8541] lr: 8.7237e-05 eta: 5:18:56 time: 0.3348 data_time: 0.0142 memory: 7535 loss: 0.4426 loss_cls: 0.1351 loss_bbox: 0.3076 2022/11/14 19:02:09 - mmengine - INFO - Epoch(train) [30][1550/8541] lr: 8.7124e-05 eta: 5:18:40 time: 0.3237 data_time: 0.0142 memory: 7121 loss: 0.4644 loss_cls: 0.1462 loss_bbox: 0.3182 2022/11/14 19:02:25 - mmengine - INFO - Epoch(train) [30][1600/8541] lr: 8.7011e-05 eta: 5:18:23 time: 0.3270 data_time: 0.0137 memory: 7040 loss: 0.4782 loss_cls: 0.1504 loss_bbox: 0.3278 2022/11/14 19:02:42 - mmengine - INFO - Epoch(train) [30][1650/8541] lr: 8.6899e-05 eta: 5:18:07 time: 0.3278 data_time: 0.0140 memory: 7222 loss: 0.4644 loss_cls: 0.1416 loss_bbox: 0.3229 2022/11/14 19:02:58 - mmengine - INFO - Epoch(train) [30][1700/8541] lr: 8.6786e-05 eta: 5:17:51 time: 0.3362 data_time: 0.0138 memory: 6946 loss: 0.4690 loss_cls: 0.1504 loss_bbox: 0.3186 2022/11/14 19:03:15 - mmengine - INFO - Epoch(train) [30][1750/8541] lr: 8.6674e-05 eta: 5:17:34 time: 0.3268 data_time: 0.0137 memory: 7134 loss: 0.4797 loss_cls: 0.1531 loss_bbox: 0.3266 2022/11/14 19:03:31 - mmengine - INFO - Epoch(train) [30][1800/8541] lr: 8.6561e-05 eta: 5:17:18 time: 0.3255 data_time: 0.0137 memory: 7204 loss: 0.4739 loss_cls: 0.1490 loss_bbox: 0.3250 2022/11/14 19:03:48 - mmengine - INFO - Epoch(train) [30][1850/8541] lr: 8.6449e-05 eta: 5:17:01 time: 0.3301 data_time: 0.0135 memory: 7639 loss: 0.4547 loss_cls: 0.1384 loss_bbox: 0.3162 2022/11/14 19:04:04 - mmengine - INFO - Epoch(train) [30][1900/8541] lr: 8.6337e-05 eta: 5:16:45 time: 0.3297 data_time: 0.0136 memory: 7222 loss: 0.4853 loss_cls: 0.1517 loss_bbox: 0.3337 2022/11/14 19:04:21 - mmengine - INFO - Epoch(train) [30][1950/8541] lr: 8.6224e-05 eta: 5:16:28 time: 0.3250 data_time: 0.0138 memory: 6897 loss: 0.4814 loss_cls: 0.1615 loss_bbox: 0.3199 2022/11/14 19:04:37 - mmengine - INFO - Epoch(train) [30][2000/8541] lr: 8.6112e-05 eta: 5:16:12 time: 0.3360 data_time: 0.0139 memory: 8423 loss: 0.4689 loss_cls: 0.1457 loss_bbox: 0.3232 2022/11/14 19:04:54 - mmengine - INFO - Epoch(train) [30][2050/8541] lr: 8.6000e-05 eta: 5:15:56 time: 0.3220 data_time: 0.0142 memory: 7350 loss: 0.4503 loss_cls: 0.1398 loss_bbox: 0.3106 2022/11/14 19:05:10 - mmengine - INFO - Epoch(train) [30][2100/8541] lr: 8.5888e-05 eta: 5:15:39 time: 0.3293 data_time: 0.0138 memory: 8515 loss: 0.4877 loss_cls: 0.1537 loss_bbox: 0.3339 2022/11/14 19:05:27 - mmengine - INFO - Epoch(train) [30][2150/8541] lr: 8.5776e-05 eta: 5:15:23 time: 0.3288 data_time: 0.0145 memory: 7961 loss: 0.4877 loss_cls: 0.1567 loss_bbox: 0.3310 2022/11/14 19:05:44 - mmengine - INFO - Epoch(train) [30][2200/8541] lr: 8.5663e-05 eta: 5:15:06 time: 0.3392 data_time: 0.0141 memory: 8697 loss: 0.4817 loss_cls: 0.1505 loss_bbox: 0.3312 2022/11/14 19:06:00 - mmengine - INFO - Epoch(train) [30][2250/8541] lr: 8.5551e-05 eta: 5:14:50 time: 0.3330 data_time: 0.0135 memory: 8337 loss: 0.4821 loss_cls: 0.1533 loss_bbox: 0.3288 2022/11/14 19:06:17 - mmengine - INFO - Epoch(train) [30][2300/8541] lr: 8.5439e-05 eta: 5:14:34 time: 0.3367 data_time: 0.0138 memory: 8102 loss: 0.4676 loss_cls: 0.1418 loss_bbox: 0.3258 2022/11/14 19:06:21 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 19:06:34 - mmengine - INFO - Epoch(train) [30][2350/8541] lr: 8.5328e-05 eta: 5:14:17 time: 0.3275 data_time: 0.0137 memory: 7602 loss: 0.4491 loss_cls: 0.1386 loss_bbox: 0.3105 2022/11/14 19:06:51 - mmengine - INFO - Epoch(train) [30][2400/8541] lr: 8.5216e-05 eta: 5:14:01 time: 0.3412 data_time: 0.0138 memory: 7522 loss: 0.4606 loss_cls: 0.1406 loss_bbox: 0.3200 2022/11/14 19:07:07 - mmengine - INFO - Epoch(train) [30][2450/8541] lr: 8.5104e-05 eta: 5:13:45 time: 0.3268 data_time: 0.0139 memory: 6859 loss: 0.4733 loss_cls: 0.1481 loss_bbox: 0.3252 2022/11/14 19:07:24 - mmengine - INFO - Epoch(train) [30][2500/8541] lr: 8.4992e-05 eta: 5:13:28 time: 0.3401 data_time: 0.0136 memory: 8593 loss: 0.4686 loss_cls: 0.1411 loss_bbox: 0.3274 2022/11/14 19:07:41 - mmengine - INFO - Epoch(train) [30][2550/8541] lr: 8.4880e-05 eta: 5:13:12 time: 0.3341 data_time: 0.0135 memory: 7240 loss: 0.4697 loss_cls: 0.1455 loss_bbox: 0.3242 2022/11/14 19:07:58 - mmengine - INFO - Epoch(train) [30][2600/8541] lr: 8.4769e-05 eta: 5:12:56 time: 0.3341 data_time: 0.0140 memory: 7839 loss: 0.4576 loss_cls: 0.1461 loss_bbox: 0.3115 2022/11/14 19:08:14 - mmengine - INFO - Epoch(train) [30][2650/8541] lr: 8.4657e-05 eta: 5:12:39 time: 0.3236 data_time: 0.0134 memory: 7286 loss: 0.4647 loss_cls: 0.1443 loss_bbox: 0.3205 2022/11/14 19:08:30 - mmengine - INFO - Epoch(train) [30][2700/8541] lr: 8.4546e-05 eta: 5:12:23 time: 0.3305 data_time: 0.0143 memory: 7480 loss: 0.4524 loss_cls: 0.1417 loss_bbox: 0.3107 2022/11/14 19:08:47 - mmengine - INFO - Epoch(train) [30][2750/8541] lr: 8.4434e-05 eta: 5:12:06 time: 0.3276 data_time: 0.0133 memory: 7425 loss: 0.4632 loss_cls: 0.1418 loss_bbox: 0.3214 2022/11/14 19:09:04 - mmengine - INFO - Epoch(train) [30][2800/8541] lr: 8.4323e-05 eta: 5:11:50 time: 0.3355 data_time: 0.0135 memory: 7835 loss: 0.4636 loss_cls: 0.1421 loss_bbox: 0.3215 2022/11/14 19:09:21 - mmengine - INFO - Epoch(train) [30][2850/8541] lr: 8.4211e-05 eta: 5:11:34 time: 0.3388 data_time: 0.0137 memory: 7621 loss: 0.4589 loss_cls: 0.1396 loss_bbox: 0.3194 2022/11/14 19:09:37 - mmengine - INFO - Epoch(train) [30][2900/8541] lr: 8.4100e-05 eta: 5:11:17 time: 0.3274 data_time: 0.0143 memory: 6792 loss: 0.4653 loss_cls: 0.1450 loss_bbox: 0.3203 2022/11/14 19:09:53 - mmengine - INFO - Epoch(train) [30][2950/8541] lr: 8.3988e-05 eta: 5:11:01 time: 0.3248 data_time: 0.0135 memory: 6854 loss: 0.4750 loss_cls: 0.1512 loss_bbox: 0.3238 2022/11/14 19:10:10 - mmengine - INFO - Epoch(train) [30][3000/8541] lr: 8.3877e-05 eta: 5:10:44 time: 0.3246 data_time: 0.0136 memory: 7224 loss: 0.4834 loss_cls: 0.1536 loss_bbox: 0.3298 2022/11/14 19:10:26 - mmengine - INFO - Epoch(train) [30][3050/8541] lr: 8.3766e-05 eta: 5:10:28 time: 0.3292 data_time: 0.0136 memory: 7014 loss: 0.4804 loss_cls: 0.1476 loss_bbox: 0.3328 2022/11/14 19:10:43 - mmengine - INFO - Epoch(train) [30][3100/8541] lr: 8.3655e-05 eta: 5:10:12 time: 0.3317 data_time: 0.0139 memory: 7391 loss: 0.5031 loss_cls: 0.1654 loss_bbox: 0.3377 2022/11/14 19:11:00 - mmengine - INFO - Epoch(train) [30][3150/8541] lr: 8.3544e-05 eta: 5:09:55 time: 0.3394 data_time: 0.0138 memory: 7948 loss: 0.4884 loss_cls: 0.1541 loss_bbox: 0.3343 2022/11/14 19:11:17 - mmengine - INFO - Epoch(train) [30][3200/8541] lr: 8.3432e-05 eta: 5:09:39 time: 0.3351 data_time: 0.0137 memory: 9035 loss: 0.4469 loss_cls: 0.1376 loss_bbox: 0.3093 2022/11/14 19:11:34 - mmengine - INFO - Epoch(train) [30][3250/8541] lr: 8.3321e-05 eta: 5:09:23 time: 0.3365 data_time: 0.0140 memory: 7132 loss: 0.4648 loss_cls: 0.1490 loss_bbox: 0.3158 2022/11/14 19:11:50 - mmengine - INFO - Epoch(train) [30][3300/8541] lr: 8.3210e-05 eta: 5:09:06 time: 0.3314 data_time: 0.0136 memory: 8262 loss: 0.4617 loss_cls: 0.1431 loss_bbox: 0.3186 2022/11/14 19:11:54 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 19:12:07 - mmengine - INFO - Epoch(train) [30][3350/8541] lr: 8.3099e-05 eta: 5:08:50 time: 0.3310 data_time: 0.0137 memory: 8193 loss: 0.4541 loss_cls: 0.1390 loss_bbox: 0.3151 2022/11/14 19:12:23 - mmengine - INFO - Epoch(train) [30][3400/8541] lr: 8.2989e-05 eta: 5:08:33 time: 0.3280 data_time: 0.0135 memory: 7717 loss: 0.4637 loss_cls: 0.1420 loss_bbox: 0.3217 2022/11/14 19:12:40 - mmengine - INFO - Epoch(train) [30][3450/8541] lr: 8.2878e-05 eta: 5:08:17 time: 0.3241 data_time: 0.0140 memory: 8132 loss: 0.4921 loss_cls: 0.1619 loss_bbox: 0.3302 2022/11/14 19:12:56 - mmengine - INFO - Epoch(train) [30][3500/8541] lr: 8.2767e-05 eta: 5:08:01 time: 0.3284 data_time: 0.0139 memory: 7883 loss: 0.4728 loss_cls: 0.1531 loss_bbox: 0.3197 2022/11/14 19:13:13 - mmengine - INFO - Epoch(train) [30][3550/8541] lr: 8.2656e-05 eta: 5:07:44 time: 0.3298 data_time: 0.0137 memory: 7133 loss: 0.4908 loss_cls: 0.1598 loss_bbox: 0.3310 2022/11/14 19:13:30 - mmengine - INFO - Epoch(train) [30][3600/8541] lr: 8.2546e-05 eta: 5:07:28 time: 0.3393 data_time: 0.0143 memory: 8411 loss: 0.4555 loss_cls: 0.1438 loss_bbox: 0.3117 2022/11/14 19:13:46 - mmengine - INFO - Epoch(train) [30][3650/8541] lr: 8.2435e-05 eta: 5:07:12 time: 0.3303 data_time: 0.0137 memory: 7952 loss: 0.4750 loss_cls: 0.1500 loss_bbox: 0.3251 2022/11/14 19:14:03 - mmengine - INFO - Epoch(train) [30][3700/8541] lr: 8.2324e-05 eta: 5:06:55 time: 0.3328 data_time: 0.0135 memory: 7661 loss: 0.4688 loss_cls: 0.1478 loss_bbox: 0.3210 2022/11/14 19:14:19 - mmengine - INFO - Epoch(train) [30][3750/8541] lr: 8.2214e-05 eta: 5:06:39 time: 0.3302 data_time: 0.0137 memory: 7107 loss: 0.4598 loss_cls: 0.1404 loss_bbox: 0.3194 2022/11/14 19:14:36 - mmengine - INFO - Epoch(train) [30][3800/8541] lr: 8.2103e-05 eta: 5:06:22 time: 0.3365 data_time: 0.0137 memory: 7826 loss: 0.4812 loss_cls: 0.1501 loss_bbox: 0.3311 2022/11/14 19:14:52 - mmengine - INFO - Epoch(train) [30][3850/8541] lr: 8.1993e-05 eta: 5:06:06 time: 0.3224 data_time: 0.0139 memory: 7134 loss: 0.4812 loss_cls: 0.1540 loss_bbox: 0.3272 2022/11/14 19:15:09 - mmengine - INFO - Epoch(train) [30][3900/8541] lr: 8.1883e-05 eta: 5:05:50 time: 0.3282 data_time: 0.0137 memory: 7146 loss: 0.4674 loss_cls: 0.1448 loss_bbox: 0.3225 2022/11/14 19:15:25 - mmengine - INFO - Epoch(train) [30][3950/8541] lr: 8.1772e-05 eta: 5:05:33 time: 0.3297 data_time: 0.0137 memory: 8194 loss: 0.4678 loss_cls: 0.1430 loss_bbox: 0.3247 2022/11/14 19:15:42 - mmengine - INFO - Epoch(train) [30][4000/8541] lr: 8.1662e-05 eta: 5:05:17 time: 0.3328 data_time: 0.0138 memory: 7604 loss: 0.4586 loss_cls: 0.1374 loss_bbox: 0.3212 2022/11/14 19:15:59 - mmengine - INFO - Epoch(train) [30][4050/8541] lr: 8.1552e-05 eta: 5:05:00 time: 0.3334 data_time: 0.0137 memory: 7378 loss: 0.4670 loss_cls: 0.1452 loss_bbox: 0.3218 2022/11/14 19:16:16 - mmengine - INFO - Epoch(train) [30][4100/8541] lr: 8.1442e-05 eta: 5:04:44 time: 0.3320 data_time: 0.0139 memory: 7798 loss: 0.4657 loss_cls: 0.1380 loss_bbox: 0.3277 2022/11/14 19:16:32 - mmengine - INFO - Epoch(train) [30][4150/8541] lr: 8.1331e-05 eta: 5:04:28 time: 0.3244 data_time: 0.0136 memory: 7042 loss: 0.4674 loss_cls: 0.1459 loss_bbox: 0.3215 2022/11/14 19:16:48 - mmengine - INFO - Epoch(train) [30][4200/8541] lr: 8.1221e-05 eta: 5:04:11 time: 0.3294 data_time: 0.0135 memory: 7258 loss: 0.4584 loss_cls: 0.1374 loss_bbox: 0.3209 2022/11/14 19:17:05 - mmengine - INFO - Epoch(train) [30][4250/8541] lr: 8.1111e-05 eta: 5:03:55 time: 0.3258 data_time: 0.0137 memory: 7561 loss: 0.4746 loss_cls: 0.1556 loss_bbox: 0.3191 2022/11/14 19:17:21 - mmengine - INFO - Epoch(train) [30][4300/8541] lr: 8.1001e-05 eta: 5:03:38 time: 0.3312 data_time: 0.0137 memory: 8112 loss: 0.4821 loss_cls: 0.1529 loss_bbox: 0.3292 2022/11/14 19:17:25 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 19:17:38 - mmengine - INFO - Epoch(train) [30][4350/8541] lr: 8.0892e-05 eta: 5:03:22 time: 0.3293 data_time: 0.0138 memory: 7393 loss: 0.4417 loss_cls: 0.1359 loss_bbox: 0.3058 2022/11/14 19:17:54 - mmengine - INFO - Epoch(train) [30][4400/8541] lr: 8.0782e-05 eta: 5:03:06 time: 0.3318 data_time: 0.0139 memory: 7197 loss: 0.4833 loss_cls: 0.1548 loss_bbox: 0.3285 2022/11/14 19:18:11 - mmengine - INFO - Epoch(train) [30][4450/8541] lr: 8.0672e-05 eta: 5:02:49 time: 0.3314 data_time: 0.0135 memory: 7459 loss: 0.4701 loss_cls: 0.1493 loss_bbox: 0.3207 2022/11/14 19:18:28 - mmengine - INFO - Epoch(train) [30][4500/8541] lr: 8.0562e-05 eta: 5:02:33 time: 0.3349 data_time: 0.0141 memory: 7742 loss: 0.4607 loss_cls: 0.1437 loss_bbox: 0.3170 2022/11/14 19:18:45 - mmengine - INFO - Epoch(train) [30][4550/8541] lr: 8.0452e-05 eta: 5:02:16 time: 0.3336 data_time: 0.0138 memory: 8754 loss: 0.4844 loss_cls: 0.1565 loss_bbox: 0.3279 2022/11/14 19:19:02 - mmengine - INFO - Epoch(train) [30][4600/8541] lr: 8.0343e-05 eta: 5:02:00 time: 0.3388 data_time: 0.0140 memory: 7928 loss: 0.4657 loss_cls: 0.1451 loss_bbox: 0.3206 2022/11/14 19:19:18 - mmengine - INFO - Epoch(train) [30][4650/8541] lr: 8.0233e-05 eta: 5:01:44 time: 0.3353 data_time: 0.0140 memory: 8438 loss: 0.4897 loss_cls: 0.1645 loss_bbox: 0.3252 2022/11/14 19:19:35 - mmengine - INFO - Epoch(train) [30][4700/8541] lr: 8.0124e-05 eta: 5:01:27 time: 0.3321 data_time: 0.0139 memory: 7099 loss: 0.4813 loss_cls: 0.1569 loss_bbox: 0.3244 2022/11/14 19:19:52 - mmengine - INFO - Epoch(train) [30][4750/8541] lr: 8.0014e-05 eta: 5:01:11 time: 0.3341 data_time: 0.0137 memory: 8190 loss: 0.4960 loss_cls: 0.1633 loss_bbox: 0.3327 2022/11/14 19:20:08 - mmengine - INFO - Epoch(train) [30][4800/8541] lr: 7.9905e-05 eta: 5:00:55 time: 0.3297 data_time: 0.0140 memory: 7785 loss: 0.4780 loss_cls: 0.1491 loss_bbox: 0.3289 2022/11/14 19:20:25 - mmengine - INFO - Epoch(train) [30][4850/8541] lr: 7.9795e-05 eta: 5:00:38 time: 0.3318 data_time: 0.0140 memory: 7460 loss: 0.4539 loss_cls: 0.1430 loss_bbox: 0.3109 2022/11/14 19:20:41 - mmengine - INFO - Epoch(train) [30][4900/8541] lr: 7.9686e-05 eta: 5:00:22 time: 0.3184 data_time: 0.0136 memory: 6645 loss: 0.4724 loss_cls: 0.1490 loss_bbox: 0.3233 2022/11/14 19:20:58 - mmengine - INFO - Epoch(train) [30][4950/8541] lr: 7.9577e-05 eta: 5:00:05 time: 0.3331 data_time: 0.0140 memory: 7804 loss: 0.4797 loss_cls: 0.1546 loss_bbox: 0.3252 2022/11/14 19:21:14 - mmengine - INFO - Epoch(train) [30][5000/8541] lr: 7.9468e-05 eta: 4:59:49 time: 0.3352 data_time: 0.0141 memory: 8730 loss: 0.4507 loss_cls: 0.1375 loss_bbox: 0.3132 2022/11/14 19:21:31 - mmengine - INFO - Epoch(train) [30][5050/8541] lr: 7.9358e-05 eta: 4:59:33 time: 0.3377 data_time: 0.0136 memory: 7617 loss: 0.4632 loss_cls: 0.1444 loss_bbox: 0.3188 2022/11/14 19:21:48 - mmengine - INFO - Epoch(train) [30][5100/8541] lr: 7.9249e-05 eta: 4:59:16 time: 0.3346 data_time: 0.0139 memory: 7673 loss: 0.4605 loss_cls: 0.1450 loss_bbox: 0.3155 2022/11/14 19:22:05 - mmengine - INFO - Epoch(train) [30][5150/8541] lr: 7.9140e-05 eta: 4:59:00 time: 0.3364 data_time: 0.0139 memory: 7903 loss: 0.4723 loss_cls: 0.1488 loss_bbox: 0.3235 2022/11/14 19:22:22 - mmengine - INFO - Epoch(train) [30][5200/8541] lr: 7.9031e-05 eta: 4:58:44 time: 0.3301 data_time: 0.0139 memory: 8927 loss: 0.4630 loss_cls: 0.1457 loss_bbox: 0.3174 2022/11/14 19:22:39 - mmengine - INFO - Epoch(train) [30][5250/8541] lr: 7.8922e-05 eta: 4:58:27 time: 0.3506 data_time: 0.0139 memory: 10587 loss: 0.4777 loss_cls: 0.1493 loss_bbox: 0.3284 2022/11/14 19:22:56 - mmengine - INFO - Epoch(train) [30][5300/8541] lr: 7.8813e-05 eta: 4:58:11 time: 0.3277 data_time: 0.0136 memory: 7123 loss: 0.4732 loss_cls: 0.1519 loss_bbox: 0.3213 2022/11/14 19:22:59 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 19:23:12 - mmengine - INFO - Epoch(train) [30][5350/8541] lr: 7.8705e-05 eta: 4:57:55 time: 0.3327 data_time: 0.0139 memory: 7231 loss: 0.4768 loss_cls: 0.1469 loss_bbox: 0.3299 2022/11/14 19:23:29 - mmengine - INFO - Epoch(train) [30][5400/8541] lr: 7.8596e-05 eta: 4:57:38 time: 0.3395 data_time: 0.0136 memory: 8070 loss: 0.4670 loss_cls: 0.1442 loss_bbox: 0.3228 2022/11/14 19:23:46 - mmengine - INFO - Epoch(train) [30][5450/8541] lr: 7.8487e-05 eta: 4:57:22 time: 0.3298 data_time: 0.0138 memory: 7593 loss: 0.4719 loss_cls: 0.1478 loss_bbox: 0.3241 2022/11/14 19:24:03 - mmengine - INFO - Epoch(train) [30][5500/8541] lr: 7.8378e-05 eta: 4:57:06 time: 0.3347 data_time: 0.0138 memory: 7350 loss: 0.4691 loss_cls: 0.1475 loss_bbox: 0.3216 2022/11/14 19:24:20 - mmengine - INFO - Epoch(train) [30][5550/8541] lr: 7.8270e-05 eta: 4:56:49 time: 0.3397 data_time: 0.0137 memory: 7383 loss: 0.4427 loss_cls: 0.1352 loss_bbox: 0.3075 2022/11/14 19:24:36 - mmengine - INFO - Epoch(train) [30][5600/8541] lr: 7.8161e-05 eta: 4:56:33 time: 0.3319 data_time: 0.0138 memory: 7649 loss: 0.4878 loss_cls: 0.1570 loss_bbox: 0.3309 2022/11/14 19:24:53 - mmengine - INFO - Epoch(train) [30][5650/8541] lr: 7.8053e-05 eta: 4:56:17 time: 0.3277 data_time: 0.0141 memory: 7227 loss: 0.4612 loss_cls: 0.1432 loss_bbox: 0.3180 2022/11/14 19:25:09 - mmengine - INFO - Epoch(train) [30][5700/8541] lr: 7.7944e-05 eta: 4:56:00 time: 0.3295 data_time: 0.0136 memory: 7243 loss: 0.4365 loss_cls: 0.1323 loss_bbox: 0.3042 2022/11/14 19:25:26 - mmengine - INFO - Epoch(train) [30][5750/8541] lr: 7.7836e-05 eta: 4:55:44 time: 0.3328 data_time: 0.0138 memory: 7464 loss: 0.4874 loss_cls: 0.1593 loss_bbox: 0.3281 2022/11/14 19:25:43 - mmengine - INFO - Epoch(train) [30][5800/8541] lr: 7.7728e-05 eta: 4:55:27 time: 0.3293 data_time: 0.0136 memory: 7370 loss: 0.4659 loss_cls: 0.1493 loss_bbox: 0.3166 2022/11/14 19:25:59 - mmengine - INFO - Epoch(train) [30][5850/8541] lr: 7.7619e-05 eta: 4:55:11 time: 0.3366 data_time: 0.0140 memory: 7577 loss: 0.4634 loss_cls: 0.1457 loss_bbox: 0.3178 2022/11/14 19:26:16 - mmengine - INFO - Epoch(train) [30][5900/8541] lr: 7.7511e-05 eta: 4:54:55 time: 0.3265 data_time: 0.0138 memory: 7472 loss: 0.4680 loss_cls: 0.1550 loss_bbox: 0.3130 2022/11/14 19:26:32 - mmengine - INFO - Epoch(train) [30][5950/8541] lr: 7.7403e-05 eta: 4:54:38 time: 0.3314 data_time: 0.0139 memory: 8393 loss: 0.4896 loss_cls: 0.1551 loss_bbox: 0.3345 2022/11/14 19:26:49 - mmengine - INFO - Epoch(train) [30][6000/8541] lr: 7.7295e-05 eta: 4:54:22 time: 0.3321 data_time: 0.0141 memory: 8142 loss: 0.4690 loss_cls: 0.1479 loss_bbox: 0.3211 2022/11/14 19:27:06 - mmengine - INFO - Epoch(train) [30][6050/8541] lr: 7.7187e-05 eta: 4:54:05 time: 0.3290 data_time: 0.0141 memory: 7993 loss: 0.4689 loss_cls: 0.1479 loss_bbox: 0.3210 2022/11/14 19:27:22 - mmengine - INFO - Epoch(train) [30][6100/8541] lr: 7.7079e-05 eta: 4:53:49 time: 0.3344 data_time: 0.0138 memory: 7937 loss: 0.4701 loss_cls: 0.1467 loss_bbox: 0.3234 2022/11/14 19:27:39 - mmengine - INFO - Epoch(train) [30][6150/8541] lr: 7.6971e-05 eta: 4:53:33 time: 0.3282 data_time: 0.0137 memory: 7473 loss: 0.4761 loss_cls: 0.1468 loss_bbox: 0.3294 2022/11/14 19:27:55 - mmengine - INFO - Epoch(train) [30][6200/8541] lr: 7.6863e-05 eta: 4:53:16 time: 0.3278 data_time: 0.0136 memory: 7527 loss: 0.4674 loss_cls: 0.1489 loss_bbox: 0.3184 2022/11/14 19:28:12 - mmengine - INFO - Epoch(train) [30][6250/8541] lr: 7.6755e-05 eta: 4:53:00 time: 0.3376 data_time: 0.0140 memory: 7804 loss: 0.4627 loss_cls: 0.1401 loss_bbox: 0.3226 2022/11/14 19:28:29 - mmengine - INFO - Epoch(train) [30][6300/8541] lr: 7.6647e-05 eta: 4:52:43 time: 0.3297 data_time: 0.0138 memory: 7124 loss: 0.4580 loss_cls: 0.1433 loss_bbox: 0.3147 2022/11/14 19:28:32 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 19:28:45 - mmengine - INFO - Epoch(train) [30][6350/8541] lr: 7.6540e-05 eta: 4:52:27 time: 0.3297 data_time: 0.0138 memory: 6979 loss: 0.4476 loss_cls: 0.1363 loss_bbox: 0.3113 2022/11/14 19:29:02 - mmengine - INFO - Epoch(train) [30][6400/8541] lr: 7.6432e-05 eta: 4:52:11 time: 0.3297 data_time: 0.0138 memory: 7835 loss: 0.4706 loss_cls: 0.1446 loss_bbox: 0.3260 2022/11/14 19:29:18 - mmengine - INFO - Epoch(train) [30][6450/8541] lr: 7.6324e-05 eta: 4:51:54 time: 0.3248 data_time: 0.0138 memory: 7365 loss: 0.4705 loss_cls: 0.1481 loss_bbox: 0.3223 2022/11/14 19:29:35 - mmengine - INFO - Epoch(train) [30][6500/8541] lr: 7.6217e-05 eta: 4:51:38 time: 0.3267 data_time: 0.0139 memory: 7433 loss: 0.4709 loss_cls: 0.1458 loss_bbox: 0.3251 2022/11/14 19:29:51 - mmengine - INFO - Epoch(train) [30][6550/8541] lr: 7.6109e-05 eta: 4:51:21 time: 0.3323 data_time: 0.0142 memory: 7825 loss: 0.4530 loss_cls: 0.1409 loss_bbox: 0.3121 2022/11/14 19:30:08 - mmengine - INFO - Epoch(train) [30][6600/8541] lr: 7.6002e-05 eta: 4:51:05 time: 0.3310 data_time: 0.0139 memory: 8724 loss: 0.4684 loss_cls: 0.1428 loss_bbox: 0.3256 2022/11/14 19:30:24 - mmengine - INFO - Epoch(train) [30][6650/8541] lr: 7.5894e-05 eta: 4:50:49 time: 0.3292 data_time: 0.0141 memory: 7685 loss: 0.4710 loss_cls: 0.1469 loss_bbox: 0.3242 2022/11/14 19:30:41 - mmengine - INFO - Epoch(train) [30][6700/8541] lr: 7.5787e-05 eta: 4:50:32 time: 0.3347 data_time: 0.0139 memory: 7639 loss: 0.4766 loss_cls: 0.1472 loss_bbox: 0.3293 2022/11/14 19:30:58 - mmengine - INFO - Epoch(train) [30][6750/8541] lr: 7.5680e-05 eta: 4:50:16 time: 0.3352 data_time: 0.0140 memory: 7548 loss: 0.4620 loss_cls: 0.1417 loss_bbox: 0.3202 2022/11/14 19:31:14 - mmengine - INFO - Epoch(train) [30][6800/8541] lr: 7.5573e-05 eta: 4:49:59 time: 0.3242 data_time: 0.0138 memory: 7088 loss: 0.4595 loss_cls: 0.1398 loss_bbox: 0.3197 2022/11/14 19:31:31 - mmengine - INFO - Epoch(train) [30][6850/8541] lr: 7.5466e-05 eta: 4:49:43 time: 0.3339 data_time: 0.0136 memory: 8020 loss: 0.4548 loss_cls: 0.1398 loss_bbox: 0.3150 2022/11/14 19:31:48 - mmengine - INFO - Epoch(train) [30][6900/8541] lr: 7.5358e-05 eta: 4:49:27 time: 0.3314 data_time: 0.0138 memory: 7577 loss: 0.4657 loss_cls: 0.1453 loss_bbox: 0.3204 2022/11/14 19:32:04 - mmengine - INFO - Epoch(train) [30][6950/8541] lr: 7.5251e-05 eta: 4:49:10 time: 0.3250 data_time: 0.0134 memory: 7930 loss: 0.4665 loss_cls: 0.1497 loss_bbox: 0.3168 2022/11/14 19:32:20 - mmengine - INFO - Epoch(train) [30][7000/8541] lr: 7.5144e-05 eta: 4:48:54 time: 0.3248 data_time: 0.0138 memory: 7120 loss: 0.4757 loss_cls: 0.1539 loss_bbox: 0.3217 2022/11/14 19:32:37 - mmengine - INFO - Epoch(train) [30][7050/8541] lr: 7.5038e-05 eta: 4:48:37 time: 0.3253 data_time: 0.0137 memory: 8128 loss: 0.4594 loss_cls: 0.1415 loss_bbox: 0.3179 2022/11/14 19:32:53 - mmengine - INFO - Epoch(train) [30][7100/8541] lr: 7.4931e-05 eta: 4:48:21 time: 0.3360 data_time: 0.0136 memory: 8071 loss: 0.4691 loss_cls: 0.1431 loss_bbox: 0.3260 2022/11/14 19:33:10 - mmengine - INFO - Epoch(train) [30][7150/8541] lr: 7.4824e-05 eta: 4:48:04 time: 0.3224 data_time: 0.0138 memory: 6884 loss: 0.4820 loss_cls: 0.1571 loss_bbox: 0.3249 2022/11/14 19:33:26 - mmengine - INFO - Epoch(train) [30][7200/8541] lr: 7.4717e-05 eta: 4:47:48 time: 0.3289 data_time: 0.0140 memory: 6944 loss: 0.4830 loss_cls: 0.1568 loss_bbox: 0.3262 2022/11/14 19:33:43 - mmengine - INFO - Epoch(train) [30][7250/8541] lr: 7.4611e-05 eta: 4:47:32 time: 0.3321 data_time: 0.0137 memory: 7676 loss: 0.4762 loss_cls: 0.1537 loss_bbox: 0.3225 2022/11/14 19:33:59 - mmengine - INFO - Epoch(train) [30][7300/8541] lr: 7.4504e-05 eta: 4:47:15 time: 0.3279 data_time: 0.0136 memory: 7266 loss: 0.4501 loss_cls: 0.1370 loss_bbox: 0.3130 2022/11/14 19:34:03 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 19:34:16 - mmengine - INFO - Epoch(train) [30][7350/8541] lr: 7.4397e-05 eta: 4:46:59 time: 0.3356 data_time: 0.0140 memory: 8344 loss: 0.4611 loss_cls: 0.1414 loss_bbox: 0.3197 2022/11/14 19:34:33 - mmengine - INFO - Epoch(train) [30][7400/8541] lr: 7.4291e-05 eta: 4:46:43 time: 0.3338 data_time: 0.0136 memory: 7326 loss: 0.4559 loss_cls: 0.1392 loss_bbox: 0.3167 2022/11/14 19:34:49 - mmengine - INFO - Epoch(train) [30][7450/8541] lr: 7.4184e-05 eta: 4:46:26 time: 0.3328 data_time: 0.0140 memory: 7212 loss: 0.4968 loss_cls: 0.1662 loss_bbox: 0.3306 2022/11/14 19:35:06 - mmengine - INFO - Epoch(train) [30][7500/8541] lr: 7.4078e-05 eta: 4:46:10 time: 0.3344 data_time: 0.0138 memory: 7391 loss: 0.4713 loss_cls: 0.1503 loss_bbox: 0.3210 2022/11/14 19:35:23 - mmengine - INFO - Epoch(train) [30][7550/8541] lr: 7.3972e-05 eta: 4:45:53 time: 0.3298 data_time: 0.0135 memory: 7043 loss: 0.4648 loss_cls: 0.1472 loss_bbox: 0.3176 2022/11/14 19:35:39 - mmengine - INFO - Epoch(train) [30][7600/8541] lr: 7.3866e-05 eta: 4:45:37 time: 0.3322 data_time: 0.0140 memory: 8374 loss: 0.4621 loss_cls: 0.1390 loss_bbox: 0.3231 2022/11/14 19:35:56 - mmengine - INFO - Epoch(train) [30][7650/8541] lr: 7.3759e-05 eta: 4:45:21 time: 0.3312 data_time: 0.0143 memory: 7483 loss: 0.4762 loss_cls: 0.1477 loss_bbox: 0.3284 2022/11/14 19:36:13 - mmengine - INFO - Epoch(train) [30][7700/8541] lr: 7.3653e-05 eta: 4:45:04 time: 0.3355 data_time: 0.0139 memory: 7574 loss: 0.4837 loss_cls: 0.1532 loss_bbox: 0.3305 2022/11/14 19:36:29 - mmengine - INFO - Epoch(train) [30][7750/8541] lr: 7.3547e-05 eta: 4:44:48 time: 0.3279 data_time: 0.0139 memory: 7325 loss: 0.4712 loss_cls: 0.1480 loss_bbox: 0.3232 2022/11/14 19:36:46 - mmengine - INFO - Epoch(train) [30][7800/8541] lr: 7.3441e-05 eta: 4:44:31 time: 0.3287 data_time: 0.0136 memory: 7665 loss: 0.4426 loss_cls: 0.1333 loss_bbox: 0.3093 2022/11/14 19:37:02 - mmengine - INFO - Epoch(train) [30][7850/8541] lr: 7.3335e-05 eta: 4:44:15 time: 0.3290 data_time: 0.0138 memory: 7443 loss: 0.4830 loss_cls: 0.1562 loss_bbox: 0.3268 2022/11/14 19:37:18 - mmengine - INFO - Epoch(train) [30][7900/8541] lr: 7.3229e-05 eta: 4:43:59 time: 0.3205 data_time: 0.0144 memory: 7114 loss: 0.4684 loss_cls: 0.1472 loss_bbox: 0.3211 2022/11/14 19:37:35 - mmengine - INFO - Epoch(train) [30][7950/8541] lr: 7.3123e-05 eta: 4:43:42 time: 0.3345 data_time: 0.0137 memory: 7983 loss: 0.4736 loss_cls: 0.1511 loss_bbox: 0.3225 2022/11/14 19:37:52 - mmengine - INFO - Epoch(train) [30][8000/8541] lr: 7.3018e-05 eta: 4:43:26 time: 0.3331 data_time: 0.0139 memory: 7851 loss: 0.4475 loss_cls: 0.1361 loss_bbox: 0.3113 2022/11/14 19:38:09 - mmengine - INFO - Epoch(train) [30][8050/8541] lr: 7.2912e-05 eta: 4:43:09 time: 0.3335 data_time: 0.0140 memory: 7013 loss: 0.4623 loss_cls: 0.1432 loss_bbox: 0.3190 2022/11/14 19:38:25 - mmengine - INFO - Epoch(train) [30][8100/8541] lr: 7.2806e-05 eta: 4:42:53 time: 0.3289 data_time: 0.0143 memory: 6784 loss: 0.4524 loss_cls: 0.1396 loss_bbox: 0.3128 2022/11/14 19:38:42 - mmengine - INFO - Epoch(train) [30][8150/8541] lr: 7.2701e-05 eta: 4:42:37 time: 0.3321 data_time: 0.0139 memory: 7416 loss: 0.4679 loss_cls: 0.1503 loss_bbox: 0.3176 2022/11/14 19:38:58 - mmengine - INFO - Epoch(train) [30][8200/8541] lr: 7.2595e-05 eta: 4:42:20 time: 0.3309 data_time: 0.0136 memory: 7608 loss: 0.4601 loss_cls: 0.1433 loss_bbox: 0.3169 2022/11/14 19:39:15 - mmengine - INFO - Epoch(train) [30][8250/8541] lr: 7.2490e-05 eta: 4:42:04 time: 0.3286 data_time: 0.0140 memory: 8018 loss: 0.4777 loss_cls: 0.1520 loss_bbox: 0.3257 2022/11/14 19:39:31 - mmengine - INFO - Epoch(train) [30][8300/8541] lr: 7.2384e-05 eta: 4:41:47 time: 0.3266 data_time: 0.0138 memory: 7436 loss: 0.4726 loss_cls: 0.1469 loss_bbox: 0.3256 2022/11/14 19:39:35 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 19:39:48 - mmengine - INFO - Epoch(train) [30][8350/8541] lr: 7.2279e-05 eta: 4:41:31 time: 0.3311 data_time: 0.0140 memory: 7803 loss: 0.4533 loss_cls: 0.1423 loss_bbox: 0.3111 2022/11/14 19:40:04 - mmengine - INFO - Epoch(train) [30][8400/8541] lr: 7.2174e-05 eta: 4:41:15 time: 0.3306 data_time: 0.0135 memory: 8001 loss: 0.4628 loss_cls: 0.1445 loss_bbox: 0.3182 2022/11/14 19:40:21 - mmengine - INFO - Epoch(train) [30][8450/8541] lr: 7.2068e-05 eta: 4:40:58 time: 0.3327 data_time: 0.0145 memory: 8028 loss: 0.4683 loss_cls: 0.1448 loss_bbox: 0.3235 2022/11/14 19:40:38 - mmengine - INFO - Epoch(train) [30][8500/8541] lr: 7.1963e-05 eta: 4:40:42 time: 0.3297 data_time: 0.0136 memory: 7220 loss: 0.4554 loss_cls: 0.1447 loss_bbox: 0.3107 2022/11/14 19:40:51 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 19:41:08 - mmengine - INFO - Epoch(train) [31][50/8541] lr: 7.1772e-05 eta: 4:40:12 time: 0.3454 data_time: 0.0279 memory: 7193 loss: 0.4717 loss_cls: 0.1516 loss_bbox: 0.3201 2022/11/14 19:41:25 - mmengine - INFO - Epoch(train) [31][100/8541] lr: 7.1667e-05 eta: 4:39:56 time: 0.3230 data_time: 0.0136 memory: 6895 loss: 0.4503 loss_cls: 0.1407 loss_bbox: 0.3096 2022/11/14 19:41:41 - mmengine - INFO - Epoch(train) [31][150/8541] lr: 7.1562e-05 eta: 4:39:39 time: 0.3256 data_time: 0.0134 memory: 7441 loss: 0.4487 loss_cls: 0.1367 loss_bbox: 0.3120 2022/11/14 19:41:58 - mmengine - INFO - Epoch(train) [31][200/8541] lr: 7.1457e-05 eta: 4:39:23 time: 0.3335 data_time: 0.0139 memory: 8122 loss: 0.4468 loss_cls: 0.1322 loss_bbox: 0.3146 2022/11/14 19:42:14 - mmengine - INFO - Epoch(train) [31][250/8541] lr: 7.1352e-05 eta: 4:39:06 time: 0.3356 data_time: 0.0147 memory: 8364 loss: 0.4692 loss_cls: 0.1471 loss_bbox: 0.3221 2022/11/14 19:42:31 - mmengine - INFO - Epoch(train) [31][300/8541] lr: 7.1248e-05 eta: 4:38:50 time: 0.3288 data_time: 0.0137 memory: 7013 loss: 0.4578 loss_cls: 0.1455 loss_bbox: 0.3123 2022/11/14 19:42:48 - mmengine - INFO - Epoch(train) [31][350/8541] lr: 7.1143e-05 eta: 4:38:34 time: 0.3343 data_time: 0.0136 memory: 7179 loss: 0.4436 loss_cls: 0.1396 loss_bbox: 0.3040 2022/11/14 19:43:04 - mmengine - INFO - Epoch(train) [31][400/8541] lr: 7.1038e-05 eta: 4:38:17 time: 0.3273 data_time: 0.0137 memory: 7298 loss: 0.4589 loss_cls: 0.1409 loss_bbox: 0.3180 2022/11/14 19:43:21 - mmengine - INFO - Epoch(train) [31][450/8541] lr: 7.0934e-05 eta: 4:38:01 time: 0.3333 data_time: 0.0140 memory: 7217 loss: 0.4628 loss_cls: 0.1455 loss_bbox: 0.3173 2022/11/14 19:43:37 - mmengine - INFO - Epoch(train) [31][500/8541] lr: 7.0829e-05 eta: 4:37:44 time: 0.3212 data_time: 0.0135 memory: 6908 loss: 0.4378 loss_cls: 0.1380 loss_bbox: 0.2998 2022/11/14 19:43:54 - mmengine - INFO - Epoch(train) [31][550/8541] lr: 7.0725e-05 eta: 4:37:28 time: 0.3303 data_time: 0.0137 memory: 7189 loss: 0.4614 loss_cls: 0.1477 loss_bbox: 0.3137 2022/11/14 19:44:10 - mmengine - INFO - Epoch(train) [31][600/8541] lr: 7.0621e-05 eta: 4:37:12 time: 0.3284 data_time: 0.0135 memory: 6943 loss: 0.4570 loss_cls: 0.1369 loss_bbox: 0.3201 2022/11/14 19:44:26 - mmengine - INFO - Epoch(train) [31][650/8541] lr: 7.0516e-05 eta: 4:36:55 time: 0.3267 data_time: 0.0140 memory: 7138 loss: 0.4427 loss_cls: 0.1372 loss_bbox: 0.3055 2022/11/14 19:44:43 - mmengine - INFO - Epoch(train) [31][700/8541] lr: 7.0412e-05 eta: 4:36:39 time: 0.3352 data_time: 0.0134 memory: 7851 loss: 0.4572 loss_cls: 0.1401 loss_bbox: 0.3172 2022/11/14 19:45:00 - mmengine - INFO - Epoch(train) [31][750/8541] lr: 7.0308e-05 eta: 4:36:22 time: 0.3301 data_time: 0.0139 memory: 7937 loss: 0.4526 loss_cls: 0.1377 loss_bbox: 0.3149 2022/11/14 19:45:07 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 19:45:17 - mmengine - INFO - Epoch(train) [31][800/8541] lr: 7.0204e-05 eta: 4:36:06 time: 0.3332 data_time: 0.0135 memory: 8162 loss: 0.4886 loss_cls: 0.1552 loss_bbox: 0.3334 2022/11/14 19:45:33 - mmengine - INFO - Epoch(train) [31][850/8541] lr: 7.0100e-05 eta: 4:35:50 time: 0.3317 data_time: 0.0141 memory: 7381 loss: 0.4768 loss_cls: 0.1481 loss_bbox: 0.3288 2022/11/14 19:45:50 - mmengine - INFO - Epoch(train) [31][900/8541] lr: 6.9996e-05 eta: 4:35:33 time: 0.3384 data_time: 0.0139 memory: 7173 loss: 0.4639 loss_cls: 0.1404 loss_bbox: 0.3236 2022/11/14 19:46:07 - mmengine - INFO - Epoch(train) [31][950/8541] lr: 6.9892e-05 eta: 4:35:17 time: 0.3302 data_time: 0.0136 memory: 8746 loss: 0.4631 loss_cls: 0.1484 loss_bbox: 0.3147 2022/11/14 19:46:23 - mmengine - INFO - Epoch(train) [31][1000/8541] lr: 6.9788e-05 eta: 4:35:01 time: 0.3332 data_time: 0.0137 memory: 8529 loss: 0.4707 loss_cls: 0.1482 loss_bbox: 0.3225 2022/11/14 19:46:41 - mmengine - INFO - Epoch(train) [31][1050/8541] lr: 6.9684e-05 eta: 4:34:44 time: 0.3437 data_time: 0.0138 memory: 7755 loss: 0.4442 loss_cls: 0.1332 loss_bbox: 0.3110 2022/11/14 19:46:57 - mmengine - INFO - Epoch(train) [31][1100/8541] lr: 6.9581e-05 eta: 4:34:28 time: 0.3338 data_time: 0.0141 memory: 7981 loss: 0.4697 loss_cls: 0.1483 loss_bbox: 0.3214 2022/11/14 19:47:14 - mmengine - INFO - Epoch(train) [31][1150/8541] lr: 6.9477e-05 eta: 4:34:12 time: 0.3397 data_time: 0.0144 memory: 7592 loss: 0.4623 loss_cls: 0.1429 loss_bbox: 0.3194 2022/11/14 19:47:31 - mmengine - INFO - Epoch(train) [31][1200/8541] lr: 6.9373e-05 eta: 4:33:55 time: 0.3375 data_time: 0.0139 memory: 7202 loss: 0.4602 loss_cls: 0.1438 loss_bbox: 0.3164 2022/11/14 19:47:48 - mmengine - INFO - Epoch(train) [31][1250/8541] lr: 6.9270e-05 eta: 4:33:39 time: 0.3397 data_time: 0.0144 memory: 7459 loss: 0.4472 loss_cls: 0.1376 loss_bbox: 0.3096 2022/11/14 19:48:05 - mmengine - INFO - Epoch(train) [31][1300/8541] lr: 6.9166e-05 eta: 4:33:23 time: 0.3378 data_time: 0.0142 memory: 6946 loss: 0.4670 loss_cls: 0.1485 loss_bbox: 0.3185 2022/11/14 19:48:22 - mmengine - INFO - Epoch(train) [31][1350/8541] lr: 6.9063e-05 eta: 4:33:06 time: 0.3366 data_time: 0.0146 memory: 6998 loss: 0.4587 loss_cls: 0.1406 loss_bbox: 0.3181 2022/11/14 19:48:39 - mmengine - INFO - Epoch(train) [31][1400/8541] lr: 6.8960e-05 eta: 4:32:50 time: 0.3420 data_time: 0.0143 memory: 7658 loss: 0.4534 loss_cls: 0.1377 loss_bbox: 0.3158 2022/11/14 19:48:57 - mmengine - INFO - Epoch(train) [31][1450/8541] lr: 6.8856e-05 eta: 4:32:34 time: 0.3409 data_time: 0.0143 memory: 7994 loss: 0.4434 loss_cls: 0.1374 loss_bbox: 0.3061 2022/11/14 19:49:13 - mmengine - INFO - Epoch(train) [31][1500/8541] lr: 6.8753e-05 eta: 4:32:17 time: 0.3346 data_time: 0.0143 memory: 7018 loss: 0.4649 loss_cls: 0.1475 loss_bbox: 0.3174 2022/11/14 19:49:30 - mmengine - INFO - Epoch(train) [31][1550/8541] lr: 6.8650e-05 eta: 4:32:01 time: 0.3407 data_time: 0.0140 memory: 8107 loss: 0.4528 loss_cls: 0.1335 loss_bbox: 0.3194 2022/11/14 19:49:48 - mmengine - INFO - Epoch(train) [31][1600/8541] lr: 6.8547e-05 eta: 4:31:45 time: 0.3414 data_time: 0.0140 memory: 7714 loss: 0.4588 loss_cls: 0.1401 loss_bbox: 0.3187 2022/11/14 19:50:05 - mmengine - INFO - Epoch(train) [31][1650/8541] lr: 6.8444e-05 eta: 4:31:28 time: 0.3387 data_time: 0.0144 memory: 8119 loss: 0.4677 loss_cls: 0.1422 loss_bbox: 0.3255 2022/11/14 19:50:22 - mmengine - INFO - Epoch(train) [31][1700/8541] lr: 6.8341e-05 eta: 4:31:12 time: 0.3401 data_time: 0.0141 memory: 7321 loss: 0.4552 loss_cls: 0.1385 loss_bbox: 0.3167 2022/11/14 19:50:39 - mmengine - INFO - Epoch(train) [31][1750/8541] lr: 6.8238e-05 eta: 4:30:56 time: 0.3396 data_time: 0.0140 memory: 8016 loss: 0.4487 loss_cls: 0.1360 loss_bbox: 0.3127 2022/11/14 19:50:46 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 19:50:56 - mmengine - INFO - Epoch(train) [31][1800/8541] lr: 6.8135e-05 eta: 4:30:39 time: 0.3451 data_time: 0.0147 memory: 7514 loss: 0.4516 loss_cls: 0.1365 loss_bbox: 0.3151 2022/11/14 19:51:13 - mmengine - INFO - Epoch(train) [31][1850/8541] lr: 6.8033e-05 eta: 4:30:23 time: 0.3443 data_time: 0.0143 memory: 8095 loss: 0.4712 loss_cls: 0.1413 loss_bbox: 0.3299 2022/11/14 19:51:30 - mmengine - INFO - Epoch(train) [31][1900/8541] lr: 6.7930e-05 eta: 4:30:07 time: 0.3403 data_time: 0.0139 memory: 8190 loss: 0.4497 loss_cls: 0.1354 loss_bbox: 0.3143 2022/11/14 19:51:47 - mmengine - INFO - Epoch(train) [31][1950/8541] lr: 6.7827e-05 eta: 4:29:51 time: 0.3365 data_time: 0.0142 memory: 7190 loss: 0.4452 loss_cls: 0.1372 loss_bbox: 0.3080 2022/11/14 19:52:04 - mmengine - INFO - Epoch(train) [31][2000/8541] lr: 6.7725e-05 eta: 4:29:34 time: 0.3375 data_time: 0.0142 memory: 7123 loss: 0.4749 loss_cls: 0.1462 loss_bbox: 0.3287 2022/11/14 19:52:21 - mmengine - INFO - Epoch(train) [31][2050/8541] lr: 6.7622e-05 eta: 4:29:18 time: 0.3340 data_time: 0.0141 memory: 7997 loss: 0.4645 loss_cls: 0.1433 loss_bbox: 0.3212 2022/11/14 19:52:38 - mmengine - INFO - Epoch(train) [31][2100/8541] lr: 6.7520e-05 eta: 4:29:02 time: 0.3368 data_time: 0.0140 memory: 7335 loss: 0.4489 loss_cls: 0.1383 loss_bbox: 0.3106 2022/11/14 19:52:55 - mmengine - INFO - Epoch(train) [31][2150/8541] lr: 6.7418e-05 eta: 4:28:45 time: 0.3385 data_time: 0.0145 memory: 8344 loss: 0.4547 loss_cls: 0.1403 loss_bbox: 0.3144 2022/11/14 19:53:12 - mmengine - INFO - Epoch(train) [31][2200/8541] lr: 6.7315e-05 eta: 4:28:29 time: 0.3496 data_time: 0.0144 memory: 8422 loss: 0.4615 loss_cls: 0.1448 loss_bbox: 0.3167 2022/11/14 19:53:30 - mmengine - INFO - Epoch(train) [31][2250/8541] lr: 6.7213e-05 eta: 4:28:13 time: 0.3464 data_time: 0.0141 memory: 8316 loss: 0.4460 loss_cls: 0.1336 loss_bbox: 0.3124 2022/11/14 19:53:47 - mmengine - INFO - Epoch(train) [31][2300/8541] lr: 6.7111e-05 eta: 4:27:56 time: 0.3368 data_time: 0.0141 memory: 8057 loss: 0.4565 loss_cls: 0.1412 loss_bbox: 0.3153 2022/11/14 19:54:03 - mmengine - INFO - Epoch(train) [31][2350/8541] lr: 6.7009e-05 eta: 4:27:40 time: 0.3381 data_time: 0.0143 memory: 7021 loss: 0.4561 loss_cls: 0.1413 loss_bbox: 0.3148 2022/11/14 19:54:20 - mmengine - INFO - Epoch(train) [31][2400/8541] lr: 6.6907e-05 eta: 4:27:24 time: 0.3358 data_time: 0.0142 memory: 7779 loss: 0.4636 loss_cls: 0.1487 loss_bbox: 0.3149 2022/11/14 19:54:37 - mmengine - INFO - Epoch(train) [31][2450/8541] lr: 6.6805e-05 eta: 4:27:07 time: 0.3350 data_time: 0.0143 memory: 7491 loss: 0.4341 loss_cls: 0.1312 loss_bbox: 0.3029 2022/11/14 19:54:54 - mmengine - INFO - Epoch(train) [31][2500/8541] lr: 6.6703e-05 eta: 4:26:51 time: 0.3396 data_time: 0.0140 memory: 7058 loss: 0.4517 loss_cls: 0.1391 loss_bbox: 0.3127 2022/11/14 19:55:11 - mmengine - INFO - Epoch(train) [31][2550/8541] lr: 6.6601e-05 eta: 4:26:35 time: 0.3442 data_time: 0.0145 memory: 7724 loss: 0.4391 loss_cls: 0.1323 loss_bbox: 0.3068 2022/11/14 19:55:29 - mmengine - INFO - Epoch(train) [31][2600/8541] lr: 6.6499e-05 eta: 4:26:18 time: 0.3481 data_time: 0.0144 memory: 8656 loss: 0.4455 loss_cls: 0.1299 loss_bbox: 0.3156 2022/11/14 19:55:46 - mmengine - INFO - Epoch(train) [31][2650/8541] lr: 6.6398e-05 eta: 4:26:02 time: 0.3389 data_time: 0.0143 memory: 7378 loss: 0.4734 loss_cls: 0.1531 loss_bbox: 0.3203 2022/11/14 19:56:03 - mmengine - INFO - Epoch(train) [31][2700/8541] lr: 6.6296e-05 eta: 4:25:46 time: 0.3412 data_time: 0.0142 memory: 7956 loss: 0.4717 loss_cls: 0.1484 loss_bbox: 0.3233 2022/11/14 19:56:20 - mmengine - INFO - Epoch(train) [31][2750/8541] lr: 6.6195e-05 eta: 4:25:30 time: 0.3368 data_time: 0.0140 memory: 7004 loss: 0.4851 loss_cls: 0.1568 loss_bbox: 0.3283 2022/11/14 19:56:27 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 19:56:37 - mmengine - INFO - Epoch(train) [31][2800/8541] lr: 6.6093e-05 eta: 4:25:13 time: 0.3372 data_time: 0.0147 memory: 7802 loss: 0.4591 loss_cls: 0.1423 loss_bbox: 0.3168 2022/11/14 19:56:54 - mmengine - INFO - Epoch(train) [31][2850/8541] lr: 6.5992e-05 eta: 4:24:57 time: 0.3330 data_time: 0.0140 memory: 6871 loss: 0.4698 loss_cls: 0.1544 loss_bbox: 0.3153 2022/11/14 19:57:10 - mmengine - INFO - Epoch(train) [31][2900/8541] lr: 6.5890e-05 eta: 4:24:40 time: 0.3361 data_time: 0.0142 memory: 6977 loss: 0.4453 loss_cls: 0.1350 loss_bbox: 0.3103 2022/11/14 19:57:27 - mmengine - INFO - Epoch(train) [31][2950/8541] lr: 6.5789e-05 eta: 4:24:24 time: 0.3314 data_time: 0.0140 memory: 8425 loss: 0.4554 loss_cls: 0.1392 loss_bbox: 0.3162 2022/11/14 19:57:44 - mmengine - INFO - Epoch(train) [31][3000/8541] lr: 6.5688e-05 eta: 4:24:08 time: 0.3307 data_time: 0.0139 memory: 6967 loss: 0.4467 loss_cls: 0.1327 loss_bbox: 0.3140 2022/11/14 19:58:00 - mmengine - INFO - Epoch(train) [31][3050/8541] lr: 6.5587e-05 eta: 4:23:51 time: 0.3294 data_time: 0.0134 memory: 7364 loss: 0.4746 loss_cls: 0.1483 loss_bbox: 0.3263 2022/11/14 19:58:17 - mmengine - INFO - Epoch(train) [31][3100/8541] lr: 6.5486e-05 eta: 4:23:35 time: 0.3288 data_time: 0.0140 memory: 7085 loss: 0.4498 loss_cls: 0.1335 loss_bbox: 0.3163 2022/11/14 19:58:33 - mmengine - INFO - Epoch(train) [31][3150/8541] lr: 6.5385e-05 eta: 4:23:18 time: 0.3319 data_time: 0.0141 memory: 7818 loss: 0.4620 loss_cls: 0.1440 loss_bbox: 0.3180 2022/11/14 19:58:50 - mmengine - INFO - Epoch(train) [31][3200/8541] lr: 6.5284e-05 eta: 4:23:02 time: 0.3369 data_time: 0.0138 memory: 7887 loss: 0.4630 loss_cls: 0.1477 loss_bbox: 0.3153 2022/11/14 19:59:07 - mmengine - INFO - Epoch(train) [31][3250/8541] lr: 6.5183e-05 eta: 4:22:46 time: 0.3349 data_time: 0.0137 memory: 8301 loss: 0.4604 loss_cls: 0.1397 loss_bbox: 0.3208 2022/11/14 19:59:24 - mmengine - INFO - Epoch(train) [31][3300/8541] lr: 6.5082e-05 eta: 4:22:29 time: 0.3356 data_time: 0.0140 memory: 7837 loss: 0.4554 loss_cls: 0.1430 loss_bbox: 0.3125 2022/11/14 19:59:41 - mmengine - INFO - Epoch(train) [31][3350/8541] lr: 6.4981e-05 eta: 4:22:13 time: 0.3395 data_time: 0.0139 memory: 8406 loss: 0.4735 loss_cls: 0.1473 loss_bbox: 0.3262 2022/11/14 19:59:58 - mmengine - INFO - Epoch(train) [31][3400/8541] lr: 6.4881e-05 eta: 4:21:57 time: 0.3333 data_time: 0.0141 memory: 6989 loss: 0.4716 loss_cls: 0.1469 loss_bbox: 0.3247 2022/11/14 20:00:14 - mmengine - INFO - Epoch(train) [31][3450/8541] lr: 6.4780e-05 eta: 4:21:40 time: 0.3301 data_time: 0.0135 memory: 7578 loss: 0.4733 loss_cls: 0.1508 loss_bbox: 0.3224 2022/11/14 20:00:31 - mmengine - INFO - Epoch(train) [31][3500/8541] lr: 6.4680e-05 eta: 4:21:24 time: 0.3331 data_time: 0.0139 memory: 8022 loss: 0.4560 loss_cls: 0.1367 loss_bbox: 0.3193 2022/11/14 20:00:48 - mmengine - INFO - Epoch(train) [31][3550/8541] lr: 6.4579e-05 eta: 4:21:07 time: 0.3366 data_time: 0.0139 memory: 7144 loss: 0.4600 loss_cls: 0.1401 loss_bbox: 0.3199 2022/11/14 20:01:05 - mmengine - INFO - Epoch(train) [31][3600/8541] lr: 6.4479e-05 eta: 4:20:51 time: 0.3350 data_time: 0.0136 memory: 8198 loss: 0.4622 loss_cls: 0.1451 loss_bbox: 0.3171 2022/11/14 20:01:21 - mmengine - INFO - Epoch(train) [31][3650/8541] lr: 6.4379e-05 eta: 4:20:35 time: 0.3340 data_time: 0.0139 memory: 7107 loss: 0.4617 loss_cls: 0.1416 loss_bbox: 0.3201 2022/11/14 20:01:38 - mmengine - INFO - Epoch(train) [31][3700/8541] lr: 6.4278e-05 eta: 4:20:18 time: 0.3240 data_time: 0.0138 memory: 7096 loss: 0.4552 loss_cls: 0.1407 loss_bbox: 0.3145 2022/11/14 20:01:54 - mmengine - INFO - Epoch(train) [31][3750/8541] lr: 6.4178e-05 eta: 4:20:02 time: 0.3323 data_time: 0.0143 memory: 6908 loss: 0.4615 loss_cls: 0.1472 loss_bbox: 0.3143 2022/11/14 20:02:01 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 20:02:11 - mmengine - INFO - Epoch(train) [31][3800/8541] lr: 6.4078e-05 eta: 4:19:45 time: 0.3272 data_time: 0.0135 memory: 7235 loss: 0.4573 loss_cls: 0.1438 loss_bbox: 0.3135 2022/11/14 20:02:27 - mmengine - INFO - Epoch(train) [31][3850/8541] lr: 6.3978e-05 eta: 4:19:29 time: 0.3280 data_time: 0.0142 memory: 7070 loss: 0.4552 loss_cls: 0.1400 loss_bbox: 0.3152 2022/11/14 20:02:43 - mmengine - INFO - Epoch(train) [31][3900/8541] lr: 6.3878e-05 eta: 4:19:13 time: 0.3255 data_time: 0.0135 memory: 7766 loss: 0.4643 loss_cls: 0.1448 loss_bbox: 0.3195 2022/11/14 20:03:00 - mmengine - INFO - Epoch(train) [31][3950/8541] lr: 6.3778e-05 eta: 4:18:56 time: 0.3306 data_time: 0.0140 memory: 8267 loss: 0.4401 loss_cls: 0.1352 loss_bbox: 0.3049 2022/11/14 20:03:17 - mmengine - INFO - Epoch(train) [31][4000/8541] lr: 6.3679e-05 eta: 4:18:40 time: 0.3369 data_time: 0.0142 memory: 7841 loss: 0.4726 loss_cls: 0.1453 loss_bbox: 0.3273 2022/11/14 20:03:33 - mmengine - INFO - Epoch(train) [31][4050/8541] lr: 6.3579e-05 eta: 4:18:23 time: 0.3264 data_time: 0.0136 memory: 6963 loss: 0.4719 loss_cls: 0.1509 loss_bbox: 0.3210 2022/11/14 20:03:50 - mmengine - INFO - Epoch(train) [31][4100/8541] lr: 6.3479e-05 eta: 4:18:07 time: 0.3304 data_time: 0.0142 memory: 7037 loss: 0.4639 loss_cls: 0.1467 loss_bbox: 0.3173 2022/11/14 20:04:07 - mmengine - INFO - Epoch(train) [31][4150/8541] lr: 6.3380e-05 eta: 4:17:51 time: 0.3325 data_time: 0.0141 memory: 8001 loss: 0.4716 loss_cls: 0.1458 loss_bbox: 0.3258 2022/11/14 20:04:23 - mmengine - INFO - Epoch(train) [31][4200/8541] lr: 6.3280e-05 eta: 4:17:34 time: 0.3286 data_time: 0.0141 memory: 7263 loss: 0.4714 loss_cls: 0.1475 loss_bbox: 0.3240 2022/11/14 20:04:40 - mmengine - INFO - Epoch(train) [31][4250/8541] lr: 6.3181e-05 eta: 4:17:18 time: 0.3364 data_time: 0.0143 memory: 8057 loss: 0.4568 loss_cls: 0.1426 loss_bbox: 0.3142 2022/11/14 20:04:56 - mmengine - INFO - Epoch(train) [31][4300/8541] lr: 6.3081e-05 eta: 4:17:01 time: 0.3303 data_time: 0.0142 memory: 8067 loss: 0.4481 loss_cls: 0.1363 loss_bbox: 0.3118 2022/11/14 20:05:14 - mmengine - INFO - Epoch(train) [31][4350/8541] lr: 6.2982e-05 eta: 4:16:45 time: 0.3480 data_time: 0.0142 memory: 9036 loss: 0.4517 loss_cls: 0.1382 loss_bbox: 0.3135 2022/11/14 20:05:31 - mmengine - INFO - Epoch(train) [31][4400/8541] lr: 6.2883e-05 eta: 4:16:29 time: 0.3367 data_time: 0.0139 memory: 7089 loss: 0.4548 loss_cls: 0.1367 loss_bbox: 0.3181 2022/11/14 20:05:48 - mmengine - INFO - Epoch(train) [31][4450/8541] lr: 6.2783e-05 eta: 4:16:12 time: 0.3370 data_time: 0.0140 memory: 7680 loss: 0.4719 loss_cls: 0.1458 loss_bbox: 0.3261 2022/11/14 20:06:05 - mmengine - INFO - Epoch(train) [31][4500/8541] lr: 6.2684e-05 eta: 4:15:56 time: 0.3452 data_time: 0.0138 memory: 7955 loss: 0.4678 loss_cls: 0.1424 loss_bbox: 0.3254 2022/11/14 20:06:22 - mmengine - INFO - Epoch(train) [31][4550/8541] lr: 6.2585e-05 eta: 4:15:40 time: 0.3320 data_time: 0.0139 memory: 8753 loss: 0.4475 loss_cls: 0.1361 loss_bbox: 0.3114 2022/11/14 20:06:38 - mmengine - INFO - Epoch(train) [31][4600/8541] lr: 6.2486e-05 eta: 4:15:23 time: 0.3308 data_time: 0.0137 memory: 6931 loss: 0.4629 loss_cls: 0.1459 loss_bbox: 0.3170 2022/11/14 20:06:55 - mmengine - INFO - Epoch(train) [31][4650/8541] lr: 6.2387e-05 eta: 4:15:07 time: 0.3369 data_time: 0.0140 memory: 8294 loss: 0.4442 loss_cls: 0.1389 loss_bbox: 0.3053 2022/11/14 20:07:12 - mmengine - INFO - Epoch(train) [31][4700/8541] lr: 6.2289e-05 eta: 4:14:51 time: 0.3392 data_time: 0.0140 memory: 7788 loss: 0.4598 loss_cls: 0.1409 loss_bbox: 0.3189 2022/11/14 20:07:29 - mmengine - INFO - Epoch(train) [31][4750/8541] lr: 6.2190e-05 eta: 4:14:34 time: 0.3311 data_time: 0.0143 memory: 6684 loss: 0.4719 loss_cls: 0.1506 loss_bbox: 0.3213 2022/11/14 20:07:35 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 20:07:46 - mmengine - INFO - Epoch(train) [31][4800/8541] lr: 6.2091e-05 eta: 4:14:18 time: 0.3366 data_time: 0.0139 memory: 7535 loss: 0.4685 loss_cls: 0.1410 loss_bbox: 0.3275 2022/11/14 20:08:02 - mmengine - INFO - Epoch(train) [31][4850/8541] lr: 6.1993e-05 eta: 4:14:01 time: 0.3224 data_time: 0.0135 memory: 7480 loss: 0.4395 loss_cls: 0.1326 loss_bbox: 0.3069 2022/11/14 20:08:19 - mmengine - INFO - Epoch(train) [31][4900/8541] lr: 6.1894e-05 eta: 4:13:45 time: 0.3372 data_time: 0.0141 memory: 7816 loss: 0.4629 loss_cls: 0.1442 loss_bbox: 0.3186 2022/11/14 20:08:36 - mmengine - INFO - Epoch(train) [31][4950/8541] lr: 6.1796e-05 eta: 4:13:29 time: 0.3454 data_time: 0.0142 memory: 7955 loss: 0.4576 loss_cls: 0.1327 loss_bbox: 0.3249 2022/11/14 20:08:53 - mmengine - INFO - Epoch(train) [31][5000/8541] lr: 6.1697e-05 eta: 4:13:13 time: 0.3434 data_time: 0.0140 memory: 7473 loss: 0.4600 loss_cls: 0.1416 loss_bbox: 0.3183 2022/11/14 20:09:10 - mmengine - INFO - Epoch(train) [31][5050/8541] lr: 6.1599e-05 eta: 4:12:56 time: 0.3348 data_time: 0.0139 memory: 8233 loss: 0.4528 loss_cls: 0.1377 loss_bbox: 0.3152 2022/11/14 20:09:27 - mmengine - INFO - Epoch(train) [31][5100/8541] lr: 6.1501e-05 eta: 4:12:40 time: 0.3304 data_time: 0.0145 memory: 6975 loss: 0.4628 loss_cls: 0.1476 loss_bbox: 0.3152 2022/11/14 20:09:44 - mmengine - INFO - Epoch(train) [31][5150/8541] lr: 6.1403e-05 eta: 4:12:23 time: 0.3438 data_time: 0.0145 memory: 8409 loss: 0.4584 loss_cls: 0.1396 loss_bbox: 0.3188 2022/11/14 20:10:01 - mmengine - INFO - Epoch(train) [31][5200/8541] lr: 6.1305e-05 eta: 4:12:07 time: 0.3408 data_time: 0.0144 memory: 8351 loss: 0.4643 loss_cls: 0.1465 loss_bbox: 0.3178 2022/11/14 20:10:18 - mmengine - INFO - Epoch(train) [31][5250/8541] lr: 6.1207e-05 eta: 4:11:51 time: 0.3355 data_time: 0.0139 memory: 7182 loss: 0.4555 loss_cls: 0.1399 loss_bbox: 0.3156 2022/11/14 20:10:35 - mmengine - INFO - Epoch(train) [31][5300/8541] lr: 6.1109e-05 eta: 4:11:34 time: 0.3355 data_time: 0.0144 memory: 7073 loss: 0.4516 loss_cls: 0.1379 loss_bbox: 0.3137 2022/11/14 20:10:52 - mmengine - INFO - Epoch(train) [31][5350/8541] lr: 6.1011e-05 eta: 4:11:18 time: 0.3396 data_time: 0.0147 memory: 7734 loss: 0.4467 loss_cls: 0.1380 loss_bbox: 0.3088 2022/11/14 20:11:08 - mmengine - INFO - Epoch(train) [31][5400/8541] lr: 6.0913e-05 eta: 4:11:02 time: 0.3255 data_time: 0.0138 memory: 6777 loss: 0.4585 loss_cls: 0.1436 loss_bbox: 0.3149 2022/11/14 20:11:25 - mmengine - INFO - Epoch(train) [31][5450/8541] lr: 6.0815e-05 eta: 4:10:45 time: 0.3394 data_time: 0.0139 memory: 7683 loss: 0.4635 loss_cls: 0.1456 loss_bbox: 0.3179 2022/11/14 20:11:42 - mmengine - INFO - Epoch(train) [31][5500/8541] lr: 6.0718e-05 eta: 4:10:29 time: 0.3386 data_time: 0.0137 memory: 7416 loss: 0.4497 loss_cls: 0.1363 loss_bbox: 0.3134 2022/11/14 20:11:59 - mmengine - INFO - Epoch(train) [31][5550/8541] lr: 6.0620e-05 eta: 4:10:13 time: 0.3368 data_time: 0.0139 memory: 8114 loss: 0.4573 loss_cls: 0.1399 loss_bbox: 0.3174 2022/11/14 20:12:16 - mmengine - INFO - Epoch(train) [31][5600/8541] lr: 6.0522e-05 eta: 4:09:56 time: 0.3396 data_time: 0.0142 memory: 8943 loss: 0.4795 loss_cls: 0.1526 loss_bbox: 0.3270 2022/11/14 20:12:33 - mmengine - INFO - Epoch(train) [31][5650/8541] lr: 6.0425e-05 eta: 4:09:40 time: 0.3340 data_time: 0.0140 memory: 7374 loss: 0.5209 loss_cls: 0.1674 loss_bbox: 0.3536 2022/11/14 20:12:50 - mmengine - INFO - Epoch(train) [31][5700/8541] lr: 6.0328e-05 eta: 4:09:24 time: 0.3478 data_time: 0.0143 memory: 10529 loss: 0.5293 loss_cls: 0.1794 loss_bbox: 0.3498 2022/11/14 20:13:07 - mmengine - INFO - Epoch(train) [31][5750/8541] lr: 6.0230e-05 eta: 4:09:07 time: 0.3284 data_time: 0.0138 memory: 7434 loss: 0.5178 loss_cls: 0.1739 loss_bbox: 0.3438 2022/11/14 20:13:13 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 20:13:23 - mmengine - INFO - Epoch(train) [31][5800/8541] lr: 6.0133e-05 eta: 4:08:51 time: 0.3321 data_time: 0.0141 memory: 7838 loss: 0.4927 loss_cls: 0.1605 loss_bbox: 0.3322 2022/11/14 20:13:40 - mmengine - INFO - Epoch(train) [31][5850/8541] lr: 6.0036e-05 eta: 4:08:34 time: 0.3240 data_time: 0.0141 memory: 6913 loss: 0.4957 loss_cls: 0.1640 loss_bbox: 0.3317 2022/11/14 20:13:56 - mmengine - INFO - Epoch(train) [31][5900/8541] lr: 5.9939e-05 eta: 4:08:18 time: 0.3312 data_time: 0.0143 memory: 7905 loss: 0.4856 loss_cls: 0.1581 loss_bbox: 0.3275 2022/11/14 20:14:13 - mmengine - INFO - Epoch(train) [31][5950/8541] lr: 5.9842e-05 eta: 4:08:02 time: 0.3418 data_time: 0.0139 memory: 8807 loss: 0.4885 loss_cls: 0.1605 loss_bbox: 0.3280 2022/11/14 20:14:30 - mmengine - INFO - Epoch(train) [31][6000/8541] lr: 5.9745e-05 eta: 4:07:45 time: 0.3367 data_time: 0.0142 memory: 7149 loss: 0.4876 loss_cls: 0.1634 loss_bbox: 0.3242 2022/11/14 20:14:47 - mmengine - INFO - Epoch(train) [31][6050/8541] lr: 5.9648e-05 eta: 4:07:29 time: 0.3401 data_time: 0.0138 memory: 7392 loss: 0.4669 loss_cls: 0.1444 loss_bbox: 0.3225 2022/11/14 20:15:04 - mmengine - INFO - Epoch(train) [31][6100/8541] lr: 5.9552e-05 eta: 4:07:12 time: 0.3251 data_time: 0.0142 memory: 6997 loss: 0.4890 loss_cls: 0.1592 loss_bbox: 0.3297 2022/11/14 20:15:20 - mmengine - INFO - Epoch(train) [31][6150/8541] lr: 5.9455e-05 eta: 4:06:56 time: 0.3352 data_time: 0.0142 memory: 7281 loss: 0.4644 loss_cls: 0.1467 loss_bbox: 0.3178 2022/11/14 20:15:37 - mmengine - INFO - Epoch(train) [31][6200/8541] lr: 5.9358e-05 eta: 4:06:40 time: 0.3380 data_time: 0.0141 memory: 6997 loss: 0.4825 loss_cls: 0.1535 loss_bbox: 0.3290 2022/11/14 20:15:54 - mmengine - INFO - Epoch(train) [31][6250/8541] lr: 5.9262e-05 eta: 4:06:23 time: 0.3300 data_time: 0.0138 memory: 7805 loss: 0.4610 loss_cls: 0.1456 loss_bbox: 0.3154 2022/11/14 20:16:11 - mmengine - INFO - Epoch(train) [31][6300/8541] lr: 5.9165e-05 eta: 4:06:07 time: 0.3452 data_time: 0.0143 memory: 8696 loss: 0.4706 loss_cls: 0.1504 loss_bbox: 0.3202 2022/11/14 20:16:28 - mmengine - INFO - Epoch(train) [31][6350/8541] lr: 5.9069e-05 eta: 4:05:51 time: 0.3254 data_time: 0.0138 memory: 7559 loss: 0.4581 loss_cls: 0.1458 loss_bbox: 0.3123 2022/11/14 20:16:44 - mmengine - INFO - Epoch(train) [31][6400/8541] lr: 5.8973e-05 eta: 4:05:34 time: 0.3335 data_time: 0.0139 memory: 8194 loss: 0.4677 loss_cls: 0.1465 loss_bbox: 0.3212 2022/11/14 20:17:01 - mmengine - INFO - Epoch(train) [31][6450/8541] lr: 5.8876e-05 eta: 4:05:18 time: 0.3268 data_time: 0.0138 memory: 7118 loss: 0.4790 loss_cls: 0.1590 loss_bbox: 0.3200 2022/11/14 20:17:17 - mmengine - INFO - Epoch(train) [31][6500/8541] lr: 5.8780e-05 eta: 4:05:01 time: 0.3270 data_time: 0.0135 memory: 7212 loss: 0.4636 loss_cls: 0.1457 loss_bbox: 0.3179 2022/11/14 20:17:34 - mmengine - INFO - Epoch(train) [31][6550/8541] lr: 5.8684e-05 eta: 4:04:45 time: 0.3289 data_time: 0.0144 memory: 7069 loss: 0.4706 loss_cls: 0.1487 loss_bbox: 0.3219 2022/11/14 20:17:50 - mmengine - INFO - Epoch(train) [31][6600/8541] lr: 5.8588e-05 eta: 4:04:28 time: 0.3304 data_time: 0.0141 memory: 7211 loss: 0.4640 loss_cls: 0.1456 loss_bbox: 0.3183 2022/11/14 20:18:07 - mmengine - INFO - Epoch(train) [31][6650/8541] lr: 5.8492e-05 eta: 4:04:12 time: 0.3303 data_time: 0.0139 memory: 8856 loss: 0.4532 loss_cls: 0.1455 loss_bbox: 0.3077 2022/11/14 20:18:23 - mmengine - INFO - Epoch(train) [31][6700/8541] lr: 5.8396e-05 eta: 4:03:56 time: 0.3264 data_time: 0.0140 memory: 6695 loss: 0.4768 loss_cls: 0.1548 loss_bbox: 0.3220 2022/11/14 20:18:40 - mmengine - INFO - Epoch(train) [31][6750/8541] lr: 5.8301e-05 eta: 4:03:39 time: 0.3276 data_time: 0.0138 memory: 6926 loss: 0.4548 loss_cls: 0.1436 loss_bbox: 0.3112 2022/11/14 20:18:46 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 20:18:56 - mmengine - INFO - Epoch(train) [31][6800/8541] lr: 5.8205e-05 eta: 4:03:23 time: 0.3332 data_time: 0.0137 memory: 7444 loss: 0.4610 loss_cls: 0.1440 loss_bbox: 0.3170 2022/11/14 20:19:13 - mmengine - INFO - Epoch(train) [31][6850/8541] lr: 5.8109e-05 eta: 4:03:06 time: 0.3315 data_time: 0.0144 memory: 7250 loss: 0.4692 loss_cls: 0.1457 loss_bbox: 0.3235 2022/11/14 20:19:30 - mmengine - INFO - Epoch(train) [31][6900/8541] lr: 5.8014e-05 eta: 4:02:50 time: 0.3398 data_time: 0.0139 memory: 8222 loss: 0.4723 loss_cls: 0.1461 loss_bbox: 0.3262 2022/11/14 20:19:46 - mmengine - INFO - Epoch(train) [31][6950/8541] lr: 5.7918e-05 eta: 4:02:34 time: 0.3271 data_time: 0.0135 memory: 7086 loss: 0.4681 loss_cls: 0.1460 loss_bbox: 0.3221 2022/11/14 20:20:03 - mmengine - INFO - Epoch(train) [31][7000/8541] lr: 5.7823e-05 eta: 4:02:17 time: 0.3274 data_time: 0.0133 memory: 7509 loss: 0.4572 loss_cls: 0.1408 loss_bbox: 0.3164 2022/11/14 20:20:20 - mmengine - INFO - Epoch(train) [31][7050/8541] lr: 5.7727e-05 eta: 4:02:01 time: 0.3394 data_time: 0.0141 memory: 7614 loss: 0.4602 loss_cls: 0.1427 loss_bbox: 0.3174 2022/11/14 20:20:37 - mmengine - INFO - Epoch(train) [31][7100/8541] lr: 5.7632e-05 eta: 4:01:44 time: 0.3333 data_time: 0.0137 memory: 7194 loss: 0.4737 loss_cls: 0.1541 loss_bbox: 0.3196 2022/11/14 20:20:53 - mmengine - INFO - Epoch(train) [31][7150/8541] lr: 5.7537e-05 eta: 4:01:28 time: 0.3305 data_time: 0.0145 memory: 7591 loss: 0.4576 loss_cls: 0.1397 loss_bbox: 0.3179 2022/11/14 20:21:10 - mmengine - INFO - Epoch(train) [31][7200/8541] lr: 5.7442e-05 eta: 4:01:12 time: 0.3382 data_time: 0.0139 memory: 7333 loss: 0.4463 loss_cls: 0.1389 loss_bbox: 0.3074 2022/11/14 20:21:27 - mmengine - INFO - Epoch(train) [31][7250/8541] lr: 5.7347e-05 eta: 4:00:55 time: 0.3297 data_time: 0.0142 memory: 7868 loss: 0.4794 loss_cls: 0.1559 loss_bbox: 0.3234 2022/11/14 20:21:43 - mmengine - INFO - Epoch(train) [31][7300/8541] lr: 5.7252e-05 eta: 4:00:39 time: 0.3356 data_time: 0.0138 memory: 8342 loss: 0.4572 loss_cls: 0.1404 loss_bbox: 0.3168 2022/11/14 20:22:00 - mmengine - INFO - Epoch(train) [31][7350/8541] lr: 5.7157e-05 eta: 4:00:22 time: 0.3230 data_time: 0.0139 memory: 8911 loss: 0.4688 loss_cls: 0.1510 loss_bbox: 0.3177 2022/11/14 20:22:16 - mmengine - INFO - Epoch(train) [31][7400/8541] lr: 5.7062e-05 eta: 4:00:06 time: 0.3329 data_time: 0.0140 memory: 7680 loss: 0.4563 loss_cls: 0.1364 loss_bbox: 0.3199 2022/11/14 20:22:33 - mmengine - INFO - Epoch(train) [31][7450/8541] lr: 5.6968e-05 eta: 3:59:50 time: 0.3293 data_time: 0.0139 memory: 7844 loss: 0.4621 loss_cls: 0.1380 loss_bbox: 0.3241 2022/11/14 20:22:50 - mmengine - INFO - Epoch(train) [31][7500/8541] lr: 5.6873e-05 eta: 3:59:33 time: 0.3370 data_time: 0.0140 memory: 8076 loss: 0.4548 loss_cls: 0.1363 loss_bbox: 0.3185 2022/11/14 20:23:06 - mmengine - INFO - Epoch(train) [31][7550/8541] lr: 5.6779e-05 eta: 3:59:17 time: 0.3288 data_time: 0.0139 memory: 7437 loss: 0.4437 loss_cls: 0.1325 loss_bbox: 0.3112 2022/11/14 20:23:23 - mmengine - INFO - Epoch(train) [31][7600/8541] lr: 5.6684e-05 eta: 3:59:00 time: 0.3375 data_time: 0.0138 memory: 9034 loss: 0.4624 loss_cls: 0.1435 loss_bbox: 0.3189 2022/11/14 20:23:40 - mmengine - INFO - Epoch(train) [31][7650/8541] lr: 5.6590e-05 eta: 3:58:44 time: 0.3267 data_time: 0.0142 memory: 6885 loss: 0.4545 loss_cls: 0.1436 loss_bbox: 0.3109 2022/11/14 20:23:56 - mmengine - INFO - Epoch(train) [31][7700/8541] lr: 5.6495e-05 eta: 3:58:28 time: 0.3278 data_time: 0.0141 memory: 7220 loss: 0.4551 loss_cls: 0.1394 loss_bbox: 0.3157 2022/11/14 20:24:13 - mmengine - INFO - Epoch(train) [31][7750/8541] lr: 5.6401e-05 eta: 3:58:11 time: 0.3339 data_time: 0.0142 memory: 7199 loss: 0.4573 loss_cls: 0.1425 loss_bbox: 0.3148 2022/11/14 20:24:20 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 20:24:30 - mmengine - INFO - Epoch(train) [31][7800/8541] lr: 5.6307e-05 eta: 3:57:55 time: 0.3374 data_time: 0.0137 memory: 8083 loss: 0.4726 loss_cls: 0.1469 loss_bbox: 0.3257 2022/11/14 20:24:46 - mmengine - INFO - Epoch(train) [31][7850/8541] lr: 5.6213e-05 eta: 3:57:38 time: 0.3304 data_time: 0.0138 memory: 7065 loss: 0.4447 loss_cls: 0.1366 loss_bbox: 0.3081 2022/11/14 20:25:03 - mmengine - INFO - Epoch(train) [31][7900/8541] lr: 5.6119e-05 eta: 3:57:22 time: 0.3380 data_time: 0.0136 memory: 9024 loss: 0.4621 loss_cls: 0.1392 loss_bbox: 0.3229 2022/11/14 20:25:20 - mmengine - INFO - Epoch(train) [31][7950/8541] lr: 5.6025e-05 eta: 3:57:06 time: 0.3293 data_time: 0.0135 memory: 7446 loss: 0.4557 loss_cls: 0.1410 loss_bbox: 0.3147 2022/11/14 20:25:36 - mmengine - INFO - Epoch(train) [31][8000/8541] lr: 5.5931e-05 eta: 3:56:49 time: 0.3265 data_time: 0.0143 memory: 7518 loss: 0.4555 loss_cls: 0.1368 loss_bbox: 0.3187 2022/11/14 20:25:53 - mmengine - INFO - Epoch(train) [31][8050/8541] lr: 5.5837e-05 eta: 3:56:33 time: 0.3253 data_time: 0.0137 memory: 8173 loss: 0.4522 loss_cls: 0.1432 loss_bbox: 0.3090 2022/11/14 20:26:09 - mmengine - INFO - Epoch(train) [31][8100/8541] lr: 5.5744e-05 eta: 3:56:16 time: 0.3303 data_time: 0.0139 memory: 7800 loss: 0.4503 loss_cls: 0.1398 loss_bbox: 0.3105 2022/11/14 20:26:26 - mmengine - INFO - Epoch(train) [31][8150/8541] lr: 5.5650e-05 eta: 3:56:00 time: 0.3343 data_time: 0.0140 memory: 7148 loss: 0.4601 loss_cls: 0.1404 loss_bbox: 0.3197 2022/11/14 20:26:43 - mmengine - INFO - Epoch(train) [31][8200/8541] lr: 5.5557e-05 eta: 3:55:44 time: 0.3358 data_time: 0.0144 memory: 7448 loss: 0.4427 loss_cls: 0.1314 loss_bbox: 0.3112 2022/11/14 20:26:59 - mmengine - INFO - Epoch(train) [31][8250/8541] lr: 5.5463e-05 eta: 3:55:27 time: 0.3243 data_time: 0.0138 memory: 7313 loss: 0.4502 loss_cls: 0.1403 loss_bbox: 0.3098 2022/11/14 20:27:15 - mmengine - INFO - Epoch(train) [31][8300/8541] lr: 5.5370e-05 eta: 3:55:11 time: 0.3242 data_time: 0.0141 memory: 7412 loss: 0.4386 loss_cls: 0.1312 loss_bbox: 0.3074 2022/11/14 20:27:32 - mmengine - INFO - Epoch(train) [31][8350/8541] lr: 5.5276e-05 eta: 3:54:54 time: 0.3284 data_time: 0.0140 memory: 6936 loss: 0.4511 loss_cls: 0.1399 loss_bbox: 0.3112 2022/11/14 20:27:48 - mmengine - INFO - Epoch(train) [31][8400/8541] lr: 5.5183e-05 eta: 3:54:38 time: 0.3305 data_time: 0.0141 memory: 7240 loss: 0.4533 loss_cls: 0.1381 loss_bbox: 0.3152 2022/11/14 20:28:05 - mmengine - INFO - Epoch(train) [31][8450/8541] lr: 5.5090e-05 eta: 3:54:21 time: 0.3340 data_time: 0.0140 memory: 7538 loss: 0.4710 loss_cls: 0.1490 loss_bbox: 0.3220 2022/11/14 20:28:22 - mmengine - INFO - Epoch(train) [31][8500/8541] lr: 5.4997e-05 eta: 3:54:05 time: 0.3300 data_time: 0.0137 memory: 8560 loss: 0.4558 loss_cls: 0.1407 loss_bbox: 0.3151 2022/11/14 20:28:35 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 20:28:53 - mmengine - INFO - Epoch(train) [32][50/8541] lr: 5.4828e-05 eta: 3:53:35 time: 0.3540 data_time: 0.0290 memory: 7179 loss: 0.4510 loss_cls: 0.1334 loss_bbox: 0.3177 2022/11/14 20:29:10 - mmengine - INFO - Epoch(train) [32][100/8541] lr: 5.4735e-05 eta: 3:53:19 time: 0.3417 data_time: 0.0136 memory: 7683 loss: 0.4572 loss_cls: 0.1346 loss_bbox: 0.3227 2022/11/14 20:29:26 - mmengine - INFO - Epoch(train) [32][150/8541] lr: 5.4642e-05 eta: 3:53:03 time: 0.3265 data_time: 0.0140 memory: 7012 loss: 0.4235 loss_cls: 0.1272 loss_bbox: 0.2963 2022/11/14 20:29:43 - mmengine - INFO - Epoch(train) [32][200/8541] lr: 5.4550e-05 eta: 3:52:46 time: 0.3343 data_time: 0.0135 memory: 7500 loss: 0.4473 loss_cls: 0.1332 loss_bbox: 0.3141 2022/11/14 20:29:53 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 20:30:00 - mmengine - INFO - Epoch(train) [32][250/8541] lr: 5.4457e-05 eta: 3:52:30 time: 0.3336 data_time: 0.0135 memory: 7802 loss: 0.4679 loss_cls: 0.1435 loss_bbox: 0.3243 2022/11/14 20:30:16 - mmengine - INFO - Epoch(train) [32][300/8541] lr: 5.4365e-05 eta: 3:52:13 time: 0.3307 data_time: 0.0136 memory: 7390 loss: 0.4607 loss_cls: 0.1467 loss_bbox: 0.3141 2022/11/14 20:30:33 - mmengine - INFO - Epoch(train) [32][350/8541] lr: 5.4272e-05 eta: 3:51:57 time: 0.3325 data_time: 0.0140 memory: 7175 loss: 0.4662 loss_cls: 0.1469 loss_bbox: 0.3193 2022/11/14 20:30:50 - mmengine - INFO - Epoch(train) [32][400/8541] lr: 5.4180e-05 eta: 3:51:41 time: 0.3361 data_time: 0.0136 memory: 7492 loss: 0.4355 loss_cls: 0.1282 loss_bbox: 0.3073 2022/11/14 20:31:07 - mmengine - INFO - Epoch(train) [32][450/8541] lr: 5.4088e-05 eta: 3:51:24 time: 0.3380 data_time: 0.0141 memory: 7826 loss: 0.4443 loss_cls: 0.1343 loss_bbox: 0.3100 2022/11/14 20:31:24 - mmengine - INFO - Epoch(train) [32][500/8541] lr: 5.3995e-05 eta: 3:51:08 time: 0.3378 data_time: 0.0141 memory: 7820 loss: 0.4565 loss_cls: 0.1400 loss_bbox: 0.3164 2022/11/14 20:31:40 - mmengine - INFO - Epoch(train) [32][550/8541] lr: 5.3903e-05 eta: 3:50:51 time: 0.3338 data_time: 0.0141 memory: 6990 loss: 0.4452 loss_cls: 0.1378 loss_bbox: 0.3074 2022/11/14 20:31:57 - mmengine - INFO - Epoch(train) [32][600/8541] lr: 5.3811e-05 eta: 3:50:35 time: 0.3356 data_time: 0.0142 memory: 7473 loss: 0.4770 loss_cls: 0.1521 loss_bbox: 0.3249 2022/11/14 20:32:14 - mmengine - INFO - Epoch(train) [32][650/8541] lr: 5.3719e-05 eta: 3:50:19 time: 0.3374 data_time: 0.0137 memory: 9533 loss: 0.4420 loss_cls: 0.1365 loss_bbox: 0.3055 2022/11/14 20:32:31 - mmengine - INFO - Epoch(train) [32][700/8541] lr: 5.3627e-05 eta: 3:50:02 time: 0.3314 data_time: 0.0138 memory: 7846 loss: 0.4509 loss_cls: 0.1400 loss_bbox: 0.3109 2022/11/14 20:32:48 - mmengine - INFO - Epoch(train) [32][750/8541] lr: 5.3536e-05 eta: 3:49:46 time: 0.3344 data_time: 0.0140 memory: 7028 loss: 0.4583 loss_cls: 0.1394 loss_bbox: 0.3189 2022/11/14 20:33:04 - mmengine - INFO - Epoch(train) [32][800/8541] lr: 5.3444e-05 eta: 3:49:30 time: 0.3287 data_time: 0.0137 memory: 8186 loss: 0.4461 loss_cls: 0.1357 loss_bbox: 0.3104 2022/11/14 20:33:21 - mmengine - INFO - Epoch(train) [32][850/8541] lr: 5.3352e-05 eta: 3:49:13 time: 0.3322 data_time: 0.0138 memory: 8959 loss: 0.4455 loss_cls: 0.1338 loss_bbox: 0.3117 2022/11/14 20:33:38 - mmengine - INFO - Epoch(train) [32][900/8541] lr: 5.3261e-05 eta: 3:48:57 time: 0.3332 data_time: 0.0143 memory: 6845 loss: 0.4539 loss_cls: 0.1385 loss_bbox: 0.3153 2022/11/14 20:33:55 - mmengine - INFO - Epoch(train) [32][950/8541] lr: 5.3169e-05 eta: 3:48:40 time: 0.3388 data_time: 0.0139 memory: 8239 loss: 0.4529 loss_cls: 0.1379 loss_bbox: 0.3150 2022/11/14 20:34:12 - mmengine - INFO - Epoch(train) [32][1000/8541] lr: 5.3078e-05 eta: 3:48:24 time: 0.3388 data_time: 0.0137 memory: 8306 loss: 0.4577 loss_cls: 0.1461 loss_bbox: 0.3116 2022/11/14 20:34:28 - mmengine - INFO - Epoch(train) [32][1050/8541] lr: 5.2987e-05 eta: 3:48:08 time: 0.3331 data_time: 0.0142 memory: 7240 loss: 0.4493 loss_cls: 0.1355 loss_bbox: 0.3137 2022/11/14 20:34:45 - mmengine - INFO - Epoch(train) [32][1100/8541] lr: 5.2895e-05 eta: 3:47:51 time: 0.3334 data_time: 0.0143 memory: 7671 loss: 0.4426 loss_cls: 0.1332 loss_bbox: 0.3094 2022/11/14 20:35:02 - mmengine - INFO - Epoch(train) [32][1150/8541] lr: 5.2804e-05 eta: 3:47:35 time: 0.3314 data_time: 0.0142 memory: 7213 loss: 0.4695 loss_cls: 0.1476 loss_bbox: 0.3219 2022/11/14 20:35:18 - mmengine - INFO - Epoch(train) [32][1200/8541] lr: 5.2713e-05 eta: 3:47:18 time: 0.3359 data_time: 0.0142 memory: 7058 loss: 0.4500 loss_cls: 0.1379 loss_bbox: 0.3121 2022/11/14 20:35:28 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 20:35:35 - mmengine - INFO - Epoch(train) [32][1250/8541] lr: 5.2622e-05 eta: 3:47:02 time: 0.3313 data_time: 0.0139 memory: 6993 loss: 0.4543 loss_cls: 0.1424 loss_bbox: 0.3119 2022/11/14 20:35:52 - mmengine - INFO - Epoch(train) [32][1300/8541] lr: 5.2531e-05 eta: 3:46:46 time: 0.3315 data_time: 0.0143 memory: 7291 loss: 0.4415 loss_cls: 0.1367 loss_bbox: 0.3048 2022/11/14 20:36:09 - mmengine - INFO - Epoch(train) [32][1350/8541] lr: 5.2441e-05 eta: 3:46:29 time: 0.3368 data_time: 0.0143 memory: 7455 loss: 0.4530 loss_cls: 0.1405 loss_bbox: 0.3125 2022/11/14 20:36:25 - mmengine - INFO - Epoch(train) [32][1400/8541] lr: 5.2350e-05 eta: 3:46:13 time: 0.3328 data_time: 0.0140 memory: 7015 loss: 0.4451 loss_cls: 0.1350 loss_bbox: 0.3101 2022/11/14 20:36:42 - mmengine - INFO - Epoch(train) [32][1450/8541] lr: 5.2259e-05 eta: 3:45:56 time: 0.3270 data_time: 0.0136 memory: 7376 loss: 0.4287 loss_cls: 0.1263 loss_bbox: 0.3024 2022/11/14 20:36:58 - mmengine - INFO - Epoch(train) [32][1500/8541] lr: 5.2169e-05 eta: 3:45:40 time: 0.3348 data_time: 0.0137 memory: 7573 loss: 0.4571 loss_cls: 0.1390 loss_bbox: 0.3181 2022/11/14 20:37:15 - mmengine - INFO - Epoch(train) [32][1550/8541] lr: 5.2078e-05 eta: 3:45:24 time: 0.3383 data_time: 0.0140 memory: 8251 loss: 0.4599 loss_cls: 0.1407 loss_bbox: 0.3193 2022/11/14 20:37:32 - mmengine - INFO - Epoch(train) [32][1600/8541] lr: 5.1988e-05 eta: 3:45:07 time: 0.3347 data_time: 0.0143 memory: 8276 loss: 0.4522 loss_cls: 0.1375 loss_bbox: 0.3147 2022/11/14 20:37:49 - mmengine - INFO - Epoch(train) [32][1650/8541] lr: 5.1898e-05 eta: 3:44:51 time: 0.3256 data_time: 0.0141 memory: 6796 loss: 0.4417 loss_cls: 0.1371 loss_bbox: 0.3046 2022/11/14 20:38:05 - mmengine - INFO - Epoch(train) [32][1700/8541] lr: 5.1807e-05 eta: 3:44:34 time: 0.3360 data_time: 0.0139 memory: 7789 loss: 0.4437 loss_cls: 0.1384 loss_bbox: 0.3053 2022/11/14 20:38:22 - mmengine - INFO - Epoch(train) [32][1750/8541] lr: 5.1717e-05 eta: 3:44:18 time: 0.3309 data_time: 0.0141 memory: 7427 loss: 0.4497 loss_cls: 0.1394 loss_bbox: 0.3103 2022/11/14 20:38:39 - mmengine - INFO - Epoch(train) [32][1800/8541] lr: 5.1627e-05 eta: 3:44:02 time: 0.3473 data_time: 0.0142 memory: 8125 loss: 0.4447 loss_cls: 0.1378 loss_bbox: 0.3068 2022/11/14 20:38:56 - mmengine - INFO - Epoch(train) [32][1850/8541] lr: 5.1537e-05 eta: 3:43:45 time: 0.3333 data_time: 0.0138 memory: 7495 loss: 0.4471 loss_cls: 0.1334 loss_bbox: 0.3137 2022/11/14 20:39:13 - mmengine - INFO - Epoch(train) [32][1900/8541] lr: 5.1447e-05 eta: 3:43:29 time: 0.3341 data_time: 0.0140 memory: 7080 loss: 0.4539 loss_cls: 0.1410 loss_bbox: 0.3128 2022/11/14 20:39:30 - mmengine - INFO - Epoch(train) [32][1950/8541] lr: 5.1357e-05 eta: 3:43:13 time: 0.3403 data_time: 0.0139 memory: 10544 loss: 0.4633 loss_cls: 0.1411 loss_bbox: 0.3222 2022/11/14 20:39:46 - mmengine - INFO - Epoch(train) [32][2000/8541] lr: 5.1268e-05 eta: 3:42:56 time: 0.3256 data_time: 0.0141 memory: 7003 loss: 0.4600 loss_cls: 0.1430 loss_bbox: 0.3170 2022/11/14 20:40:03 - mmengine - INFO - Epoch(train) [32][2050/8541] lr: 5.1178e-05 eta: 3:42:40 time: 0.3274 data_time: 0.0135 memory: 7604 loss: 0.4412 loss_cls: 0.1396 loss_bbox: 0.3017 2022/11/14 20:40:19 - mmengine - INFO - Epoch(train) [32][2100/8541] lr: 5.1089e-05 eta: 3:42:23 time: 0.3324 data_time: 0.0142 memory: 7768 loss: 0.4593 loss_cls: 0.1426 loss_bbox: 0.3166 2022/11/14 20:40:36 - mmengine - INFO - Epoch(train) [32][2150/8541] lr: 5.0999e-05 eta: 3:42:07 time: 0.3394 data_time: 0.0144 memory: 7884 loss: 0.4412 loss_cls: 0.1376 loss_bbox: 0.3036 2022/11/14 20:40:53 - mmengine - INFO - Epoch(train) [32][2200/8541] lr: 5.0910e-05 eta: 3:41:51 time: 0.3306 data_time: 0.0139 memory: 7597 loss: 0.4353 loss_cls: 0.1286 loss_bbox: 0.3068 2022/11/14 20:41:03 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 20:41:10 - mmengine - INFO - Epoch(train) [32][2250/8541] lr: 5.0820e-05 eta: 3:41:34 time: 0.3288 data_time: 0.0143 memory: 7809 loss: 0.4444 loss_cls: 0.1372 loss_bbox: 0.3072 2022/11/14 20:41:26 - mmengine - INFO - Epoch(train) [32][2300/8541] lr: 5.0731e-05 eta: 3:41:18 time: 0.3311 data_time: 0.0145 memory: 7323 loss: 0.4569 loss_cls: 0.1376 loss_bbox: 0.3193 2022/11/14 20:41:42 - mmengine - INFO - Epoch(train) [32][2350/8541] lr: 5.0642e-05 eta: 3:41:01 time: 0.3238 data_time: 0.0138 memory: 7287 loss: 0.4671 loss_cls: 0.1489 loss_bbox: 0.3182 2022/11/14 20:41:59 - mmengine - INFO - Epoch(train) [32][2400/8541] lr: 5.0553e-05 eta: 3:40:45 time: 0.3312 data_time: 0.0139 memory: 7282 loss: 0.4385 loss_cls: 0.1325 loss_bbox: 0.3060 2022/11/14 20:42:16 - mmengine - INFO - Epoch(train) [32][2450/8541] lr: 5.0464e-05 eta: 3:40:28 time: 0.3309 data_time: 0.0138 memory: 7565 loss: 0.4504 loss_cls: 0.1393 loss_bbox: 0.3111 2022/11/14 20:42:32 - mmengine - INFO - Epoch(train) [32][2500/8541] lr: 5.0375e-05 eta: 3:40:12 time: 0.3306 data_time: 0.0141 memory: 7867 loss: 0.4678 loss_cls: 0.1433 loss_bbox: 0.3245 2022/11/14 20:42:49 - mmengine - INFO - Epoch(train) [32][2550/8541] lr: 5.0286e-05 eta: 3:39:56 time: 0.3264 data_time: 0.0136 memory: 7347 loss: 0.4522 loss_cls: 0.1448 loss_bbox: 0.3074 2022/11/14 20:43:05 - mmengine - INFO - Epoch(train) [32][2600/8541] lr: 5.0198e-05 eta: 3:39:39 time: 0.3254 data_time: 0.0140 memory: 6883 loss: 0.4776 loss_cls: 0.1520 loss_bbox: 0.3256 2022/11/14 20:43:21 - mmengine - INFO - Epoch(train) [32][2650/8541] lr: 5.0109e-05 eta: 3:39:23 time: 0.3284 data_time: 0.0142 memory: 7139 loss: 0.4516 loss_cls: 0.1402 loss_bbox: 0.3114 2022/11/14 20:43:38 - mmengine - INFO - Epoch(train) [32][2700/8541] lr: 5.0020e-05 eta: 3:39:06 time: 0.3222 data_time: 0.0138 memory: 6803 loss: 0.4724 loss_cls: 0.1497 loss_bbox: 0.3227 2022/11/14 20:43:54 - mmengine - INFO - Epoch(train) [32][2750/8541] lr: 4.9932e-05 eta: 3:38:50 time: 0.3276 data_time: 0.0137 memory: 6984 loss: 0.4455 loss_cls: 0.1332 loss_bbox: 0.3124 2022/11/14 20:44:10 - mmengine - INFO - Epoch(train) [32][2800/8541] lr: 4.9844e-05 eta: 3:38:33 time: 0.3251 data_time: 0.0137 memory: 6959 loss: 0.4361 loss_cls: 0.1325 loss_bbox: 0.3036 2022/11/14 20:44:26 - mmengine - INFO - Epoch(train) [32][2850/8541] lr: 4.9755e-05 eta: 3:38:17 time: 0.3215 data_time: 0.0142 memory: 6948 loss: 0.4444 loss_cls: 0.1386 loss_bbox: 0.3059 2022/11/14 20:44:43 - mmengine - INFO - Epoch(train) [32][2900/8541] lr: 4.9667e-05 eta: 3:38:00 time: 0.3308 data_time: 0.0137 memory: 8316 loss: 0.4538 loss_cls: 0.1368 loss_bbox: 0.3170 2022/11/14 20:45:00 - mmengine - INFO - Epoch(train) [32][2950/8541] lr: 4.9579e-05 eta: 3:37:44 time: 0.3330 data_time: 0.0136 memory: 7964 loss: 0.4412 loss_cls: 0.1404 loss_bbox: 0.3008 2022/11/14 20:45:17 - mmengine - INFO - Epoch(train) [32][3000/8541] lr: 4.9491e-05 eta: 3:37:28 time: 0.3347 data_time: 0.0138 memory: 8529 loss: 0.4315 loss_cls: 0.1301 loss_bbox: 0.3014 2022/11/14 20:45:33 - mmengine - INFO - Epoch(train) [32][3050/8541] lr: 4.9403e-05 eta: 3:37:11 time: 0.3339 data_time: 0.0138 memory: 7492 loss: 0.4650 loss_cls: 0.1422 loss_bbox: 0.3227 2022/11/14 20:45:50 - mmengine - INFO - Epoch(train) [32][3100/8541] lr: 4.9315e-05 eta: 3:36:55 time: 0.3341 data_time: 0.0141 memory: 7933 loss: 0.4413 loss_cls: 0.1360 loss_bbox: 0.3053 2022/11/14 20:46:07 - mmengine - INFO - Epoch(train) [32][3150/8541] lr: 4.9227e-05 eta: 3:36:38 time: 0.3283 data_time: 0.0139 memory: 7575 loss: 0.4478 loss_cls: 0.1343 loss_bbox: 0.3135 2022/11/14 20:46:23 - mmengine - INFO - Epoch(train) [32][3200/8541] lr: 4.9140e-05 eta: 3:36:22 time: 0.3286 data_time: 0.0137 memory: 7583 loss: 0.4436 loss_cls: 0.1335 loss_bbox: 0.3102 2022/11/14 20:46:33 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 20:46:40 - mmengine - INFO - Epoch(train) [32][3250/8541] lr: 4.9052e-05 eta: 3:36:06 time: 0.3289 data_time: 0.0140 memory: 7880 loss: 0.4488 loss_cls: 0.1339 loss_bbox: 0.3148 2022/11/14 20:46:56 - mmengine - INFO - Epoch(train) [32][3300/8541] lr: 4.8964e-05 eta: 3:35:49 time: 0.3242 data_time: 0.0140 memory: 7279 loss: 0.4612 loss_cls: 0.1400 loss_bbox: 0.3213 2022/11/14 20:47:12 - mmengine - INFO - Epoch(train) [32][3350/8541] lr: 4.8877e-05 eta: 3:35:33 time: 0.3235 data_time: 0.0138 memory: 7190 loss: 0.4634 loss_cls: 0.1435 loss_bbox: 0.3199 2022/11/14 20:47:28 - mmengine - INFO - Epoch(train) [32][3400/8541] lr: 4.8790e-05 eta: 3:35:16 time: 0.3283 data_time: 0.0137 memory: 6947 loss: 0.4354 loss_cls: 0.1368 loss_bbox: 0.2985 2022/11/14 20:47:45 - mmengine - INFO - Epoch(train) [32][3450/8541] lr: 4.8702e-05 eta: 3:35:00 time: 0.3328 data_time: 0.0141 memory: 7729 loss: 0.4599 loss_cls: 0.1431 loss_bbox: 0.3167 2022/11/14 20:48:02 - mmengine - INFO - Epoch(train) [32][3500/8541] lr: 4.8615e-05 eta: 3:34:43 time: 0.3338 data_time: 0.0139 memory: 7309 loss: 0.4373 loss_cls: 0.1359 loss_bbox: 0.3014 2022/11/14 20:48:19 - mmengine - INFO - Epoch(train) [32][3550/8541] lr: 4.8528e-05 eta: 3:34:27 time: 0.3344 data_time: 0.0139 memory: 7405 loss: 0.4524 loss_cls: 0.1396 loss_bbox: 0.3128 2022/11/14 20:48:35 - mmengine - INFO - Epoch(train) [32][3600/8541] lr: 4.8441e-05 eta: 3:34:11 time: 0.3294 data_time: 0.0139 memory: 7065 loss: 0.4550 loss_cls: 0.1454 loss_bbox: 0.3096 2022/11/14 20:48:52 - mmengine - INFO - Epoch(train) [32][3650/8541] lr: 4.8354e-05 eta: 3:33:54 time: 0.3298 data_time: 0.0138 memory: 7838 loss: 0.4633 loss_cls: 0.1452 loss_bbox: 0.3181 2022/11/14 20:49:08 - mmengine - INFO - Epoch(train) [32][3700/8541] lr: 4.8267e-05 eta: 3:33:38 time: 0.3231 data_time: 0.0137 memory: 7109 loss: 0.4527 loss_cls: 0.1383 loss_bbox: 0.3144 2022/11/14 20:49:25 - mmengine - INFO - Epoch(train) [32][3750/8541] lr: 4.8181e-05 eta: 3:33:21 time: 0.3315 data_time: 0.0138 memory: 7472 loss: 0.4654 loss_cls: 0.1464 loss_bbox: 0.3190 2022/11/14 20:49:42 - mmengine - INFO - Epoch(train) [32][3800/8541] lr: 4.8094e-05 eta: 3:33:05 time: 0.3398 data_time: 0.0135 memory: 7804 loss: 0.4555 loss_cls: 0.1403 loss_bbox: 0.3153 2022/11/14 20:49:58 - mmengine - INFO - Epoch(train) [32][3850/8541] lr: 4.8007e-05 eta: 3:32:48 time: 0.3214 data_time: 0.0139 memory: 7119 loss: 0.4492 loss_cls: 0.1399 loss_bbox: 0.3093 2022/11/14 20:50:14 - mmengine - INFO - Epoch(train) [32][3900/8541] lr: 4.7921e-05 eta: 3:32:32 time: 0.3258 data_time: 0.0134 memory: 7118 loss: 0.4492 loss_cls: 0.1343 loss_bbox: 0.3149 2022/11/14 20:50:30 - mmengine - INFO - Epoch(train) [32][3950/8541] lr: 4.7835e-05 eta: 3:32:16 time: 0.3254 data_time: 0.0138 memory: 7040 loss: 0.4460 loss_cls: 0.1361 loss_bbox: 0.3098 2022/11/14 20:50:47 - mmengine - INFO - Epoch(train) [32][4000/8541] lr: 4.7748e-05 eta: 3:31:59 time: 0.3292 data_time: 0.0136 memory: 8018 loss: 0.4303 loss_cls: 0.1270 loss_bbox: 0.3033 2022/11/14 20:51:04 - mmengine - INFO - Epoch(train) [32][4050/8541] lr: 4.7662e-05 eta: 3:31:43 time: 0.3378 data_time: 0.0140 memory: 7140 loss: 0.4235 loss_cls: 0.1263 loss_bbox: 0.2971 2022/11/14 20:51:21 - mmengine - INFO - Epoch(train) [32][4100/8541] lr: 4.7576e-05 eta: 3:31:26 time: 0.3401 data_time: 0.0140 memory: 8433 loss: 0.4554 loss_cls: 0.1373 loss_bbox: 0.3181 2022/11/14 20:51:38 - mmengine - INFO - Epoch(train) [32][4150/8541] lr: 4.7490e-05 eta: 3:31:10 time: 0.3364 data_time: 0.0137 memory: 7415 loss: 0.4584 loss_cls: 0.1391 loss_bbox: 0.3193 2022/11/14 20:51:54 - mmengine - INFO - Epoch(train) [32][4200/8541] lr: 4.7404e-05 eta: 3:30:54 time: 0.3286 data_time: 0.0142 memory: 7182 loss: 0.4307 loss_cls: 0.1274 loss_bbox: 0.3032 2022/11/14 20:52:04 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 20:52:11 - mmengine - INFO - Epoch(train) [32][4250/8541] lr: 4.7318e-05 eta: 3:30:37 time: 0.3274 data_time: 0.0142 memory: 7539 loss: 0.4404 loss_cls: 0.1374 loss_bbox: 0.3030 2022/11/14 20:52:28 - mmengine - INFO - Epoch(train) [32][4300/8541] lr: 4.7232e-05 eta: 3:30:21 time: 0.3379 data_time: 0.0141 memory: 7559 loss: 0.4496 loss_cls: 0.1380 loss_bbox: 0.3117 2022/11/14 20:52:44 - mmengine - INFO - Epoch(train) [32][4350/8541] lr: 4.7146e-05 eta: 3:30:04 time: 0.3317 data_time: 0.0139 memory: 7443 loss: 0.4625 loss_cls: 0.1388 loss_bbox: 0.3238 2022/11/14 20:53:01 - mmengine - INFO - Epoch(train) [32][4400/8541] lr: 4.7061e-05 eta: 3:29:48 time: 0.3323 data_time: 0.0141 memory: 7735 loss: 0.4409 loss_cls: 0.1335 loss_bbox: 0.3074 2022/11/14 20:53:18 - mmengine - INFO - Epoch(train) [32][4450/8541] lr: 4.6975e-05 eta: 3:29:32 time: 0.3292 data_time: 0.0139 memory: 8953 loss: 0.4412 loss_cls: 0.1308 loss_bbox: 0.3103 2022/11/14 20:53:34 - mmengine - INFO - Epoch(train) [32][4500/8541] lr: 4.6890e-05 eta: 3:29:15 time: 0.3331 data_time: 0.0138 memory: 8423 loss: 0.4712 loss_cls: 0.1524 loss_bbox: 0.3189 2022/11/14 20:53:51 - mmengine - INFO - Epoch(train) [32][4550/8541] lr: 4.6805e-05 eta: 3:28:59 time: 0.3287 data_time: 0.0140 memory: 7115 loss: 0.4620 loss_cls: 0.1484 loss_bbox: 0.3136 2022/11/14 20:54:08 - mmengine - INFO - Epoch(train) [32][4600/8541] lr: 4.6719e-05 eta: 3:28:42 time: 0.3457 data_time: 0.0139 memory: 9005 loss: 0.4514 loss_cls: 0.1372 loss_bbox: 0.3141 2022/11/14 20:54:25 - mmengine - INFO - Epoch(train) [32][4650/8541] lr: 4.6634e-05 eta: 3:28:26 time: 0.3327 data_time: 0.0136 memory: 8091 loss: 0.4440 loss_cls: 0.1346 loss_bbox: 0.3094 2022/11/14 20:54:41 - mmengine - INFO - Epoch(train) [32][4700/8541] lr: 4.6549e-05 eta: 3:28:10 time: 0.3230 data_time: 0.0141 memory: 7339 loss: 0.4427 loss_cls: 0.1331 loss_bbox: 0.3095 2022/11/14 20:54:58 - mmengine - INFO - Epoch(train) [32][4750/8541] lr: 4.6464e-05 eta: 3:27:53 time: 0.3316 data_time: 0.0141 memory: 7496 loss: 0.4629 loss_cls: 0.1400 loss_bbox: 0.3229 2022/11/14 20:55:14 - mmengine - INFO - Epoch(train) [32][4800/8541] lr: 4.6379e-05 eta: 3:27:37 time: 0.3267 data_time: 0.0140 memory: 7147 loss: 0.4379 loss_cls: 0.1359 loss_bbox: 0.3020 2022/11/14 20:55:31 - mmengine - INFO - Epoch(train) [32][4850/8541] lr: 4.6294e-05 eta: 3:27:20 time: 0.3323 data_time: 0.0141 memory: 7544 loss: 0.4424 loss_cls: 0.1324 loss_bbox: 0.3100 2022/11/14 20:55:48 - mmengine - INFO - Epoch(train) [32][4900/8541] lr: 4.6210e-05 eta: 3:27:04 time: 0.3372 data_time: 0.0140 memory: 8617 loss: 0.4320 loss_cls: 0.1300 loss_bbox: 0.3020 2022/11/14 20:56:04 - mmengine - INFO - Epoch(train) [32][4950/8541] lr: 4.6125e-05 eta: 3:26:47 time: 0.3337 data_time: 0.0141 memory: 7647 loss: 0.4492 loss_cls: 0.1323 loss_bbox: 0.3169 2022/11/14 20:56:21 - mmengine - INFO - Epoch(train) [32][5000/8541] lr: 4.6040e-05 eta: 3:26:31 time: 0.3304 data_time: 0.0138 memory: 7245 loss: 0.4300 loss_cls: 0.1273 loss_bbox: 0.3028 2022/11/14 20:56:38 - mmengine - INFO - Epoch(train) [32][5050/8541] lr: 4.5956e-05 eta: 3:26:15 time: 0.3338 data_time: 0.0136 memory: 8369 loss: 0.4373 loss_cls: 0.1339 loss_bbox: 0.3033 2022/11/14 20:56:54 - mmengine - INFO - Epoch(train) [32][5100/8541] lr: 4.5872e-05 eta: 3:25:58 time: 0.3349 data_time: 0.0139 memory: 7368 loss: 0.4468 loss_cls: 0.1308 loss_bbox: 0.3160 2022/11/14 20:57:11 - mmengine - INFO - Epoch(train) [32][5150/8541] lr: 4.5787e-05 eta: 3:25:42 time: 0.3244 data_time: 0.0136 memory: 6913 loss: 0.4474 loss_cls: 0.1350 loss_bbox: 0.3124 2022/11/14 20:57:27 - mmengine - INFO - Epoch(train) [32][5200/8541] lr: 4.5703e-05 eta: 3:25:25 time: 0.3276 data_time: 0.0142 memory: 8483 loss: 0.4423 loss_cls: 0.1353 loss_bbox: 0.3071 2022/11/14 20:57:37 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 20:57:44 - mmengine - INFO - Epoch(train) [32][5250/8541] lr: 4.5619e-05 eta: 3:25:09 time: 0.3329 data_time: 0.0134 memory: 8578 loss: 0.4366 loss_cls: 0.1299 loss_bbox: 0.3067 2022/11/14 20:58:00 - mmengine - INFO - Epoch(train) [32][5300/8541] lr: 4.5535e-05 eta: 3:24:53 time: 0.3292 data_time: 0.0140 memory: 7110 loss: 0.4321 loss_cls: 0.1322 loss_bbox: 0.2999 2022/11/14 20:58:17 - mmengine - INFO - Epoch(train) [32][5350/8541] lr: 4.5451e-05 eta: 3:24:36 time: 0.3363 data_time: 0.0136 memory: 8547 loss: 0.4419 loss_cls: 0.1343 loss_bbox: 0.3076 2022/11/14 20:58:34 - mmengine - INFO - Epoch(train) [32][5400/8541] lr: 4.5367e-05 eta: 3:24:20 time: 0.3298 data_time: 0.0139 memory: 7171 loss: 0.4470 loss_cls: 0.1314 loss_bbox: 0.3156 2022/11/14 20:58:50 - mmengine - INFO - Epoch(train) [32][5450/8541] lr: 4.5283e-05 eta: 3:24:03 time: 0.3283 data_time: 0.0136 memory: 6952 loss: 0.4518 loss_cls: 0.1400 loss_bbox: 0.3118 2022/11/14 20:59:07 - mmengine - INFO - Epoch(train) [32][5500/8541] lr: 4.5200e-05 eta: 3:23:47 time: 0.3317 data_time: 0.0140 memory: 7189 loss: 0.4468 loss_cls: 0.1377 loss_bbox: 0.3092 2022/11/14 20:59:24 - mmengine - INFO - Epoch(train) [32][5550/8541] lr: 4.5116e-05 eta: 3:23:31 time: 0.3352 data_time: 0.0138 memory: 8344 loss: 0.4366 loss_cls: 0.1325 loss_bbox: 0.3040 2022/11/14 20:59:41 - mmengine - INFO - Epoch(train) [32][5600/8541] lr: 4.5033e-05 eta: 3:23:14 time: 0.3392 data_time: 0.0143 memory: 8132 loss: 0.4337 loss_cls: 0.1286 loss_bbox: 0.3051 2022/11/14 20:59:57 - mmengine - INFO - Epoch(train) [32][5650/8541] lr: 4.4949e-05 eta: 3:22:58 time: 0.3260 data_time: 0.0139 memory: 7187 loss: 0.4473 loss_cls: 0.1370 loss_bbox: 0.3102 2022/11/14 21:00:14 - mmengine - INFO - Epoch(train) [32][5700/8541] lr: 4.4866e-05 eta: 3:22:41 time: 0.3272 data_time: 0.0142 memory: 7405 loss: 0.4454 loss_cls: 0.1334 loss_bbox: 0.3119 2022/11/14 21:00:30 - mmengine - INFO - Epoch(train) [32][5750/8541] lr: 4.4783e-05 eta: 3:22:25 time: 0.3327 data_time: 0.0140 memory: 7180 loss: 0.4384 loss_cls: 0.1326 loss_bbox: 0.3058 2022/11/14 21:00:47 - mmengine - INFO - Epoch(train) [32][5800/8541] lr: 4.4700e-05 eta: 3:22:08 time: 0.3320 data_time: 0.0141 memory: 7610 loss: 0.4414 loss_cls: 0.1309 loss_bbox: 0.3105 2022/11/14 21:01:04 - mmengine - INFO - Epoch(train) [32][5850/8541] lr: 4.4617e-05 eta: 3:21:52 time: 0.3377 data_time: 0.0138 memory: 7680 loss: 0.4445 loss_cls: 0.1355 loss_bbox: 0.3090 2022/11/14 21:01:21 - mmengine - INFO - Epoch(train) [32][5900/8541] lr: 4.4534e-05 eta: 3:21:36 time: 0.3327 data_time: 0.0142 memory: 7630 loss: 0.4658 loss_cls: 0.1434 loss_bbox: 0.3223 2022/11/14 21:01:37 - mmengine - INFO - Epoch(train) [32][5950/8541] lr: 4.4451e-05 eta: 3:21:19 time: 0.3312 data_time: 0.0140 memory: 7057 loss: 0.4406 loss_cls: 0.1321 loss_bbox: 0.3084 2022/11/14 21:01:54 - mmengine - INFO - Epoch(train) [32][6000/8541] lr: 4.4368e-05 eta: 3:21:03 time: 0.3289 data_time: 0.0138 memory: 7221 loss: 0.4441 loss_cls: 0.1325 loss_bbox: 0.3116 2022/11/14 21:02:10 - mmengine - INFO - Epoch(train) [32][6050/8541] lr: 4.4285e-05 eta: 3:20:46 time: 0.3321 data_time: 0.0139 memory: 8758 loss: 0.4450 loss_cls: 0.1319 loss_bbox: 0.3131 2022/11/14 21:02:27 - mmengine - INFO - Epoch(train) [32][6100/8541] lr: 4.4203e-05 eta: 3:20:30 time: 0.3263 data_time: 0.0139 memory: 8084 loss: 0.4493 loss_cls: 0.1339 loss_bbox: 0.3154 2022/11/14 21:02:43 - mmengine - INFO - Epoch(train) [32][6150/8541] lr: 4.4120e-05 eta: 3:20:14 time: 0.3251 data_time: 0.0142 memory: 7453 loss: 0.4415 loss_cls: 0.1349 loss_bbox: 0.3066 2022/11/14 21:02:59 - mmengine - INFO - Epoch(train) [32][6200/8541] lr: 4.4038e-05 eta: 3:19:57 time: 0.3269 data_time: 0.0143 memory: 7286 loss: 0.4451 loss_cls: 0.1358 loss_bbox: 0.3094 2022/11/14 21:03:09 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 21:03:16 - mmengine - INFO - Epoch(train) [32][6250/8541] lr: 4.3956e-05 eta: 3:19:41 time: 0.3373 data_time: 0.0141 memory: 7365 loss: 0.4610 loss_cls: 0.1384 loss_bbox: 0.3226 2022/11/14 21:03:33 - mmengine - INFO - Epoch(train) [32][6300/8541] lr: 4.3874e-05 eta: 3:19:24 time: 0.3393 data_time: 0.0141 memory: 7775 loss: 0.4218 loss_cls: 0.1250 loss_bbox: 0.2968 2022/11/14 21:03:50 - mmengine - INFO - Epoch(train) [32][6350/8541] lr: 4.3791e-05 eta: 3:19:08 time: 0.3310 data_time: 0.0142 memory: 7387 loss: 0.4527 loss_cls: 0.1407 loss_bbox: 0.3120 2022/11/14 21:04:07 - mmengine - INFO - Epoch(train) [32][6400/8541] lr: 4.3709e-05 eta: 3:18:52 time: 0.3338 data_time: 0.0142 memory: 8195 loss: 0.4409 loss_cls: 0.1368 loss_bbox: 0.3041 2022/11/14 21:04:23 - mmengine - INFO - Epoch(train) [32][6450/8541] lr: 4.3627e-05 eta: 3:18:35 time: 0.3259 data_time: 0.0141 memory: 7203 loss: 0.4595 loss_cls: 0.1421 loss_bbox: 0.3173 2022/11/14 21:04:40 - mmengine - INFO - Epoch(train) [32][6500/8541] lr: 4.3546e-05 eta: 3:18:19 time: 0.3304 data_time: 0.0142 memory: 7221 loss: 0.4558 loss_cls: 0.1385 loss_bbox: 0.3173 2022/11/14 21:04:56 - mmengine - INFO - Epoch(train) [32][6550/8541] lr: 4.3464e-05 eta: 3:18:02 time: 0.3351 data_time: 0.0133 memory: 8351 loss: 0.4361 loss_cls: 0.1330 loss_bbox: 0.3031 2022/11/14 21:05:13 - mmengine - INFO - Epoch(train) [32][6600/8541] lr: 4.3382e-05 eta: 3:17:46 time: 0.3321 data_time: 0.0139 memory: 7161 loss: 0.4167 loss_cls: 0.1204 loss_bbox: 0.2963 2022/11/14 21:05:30 - mmengine - INFO - Epoch(train) [32][6650/8541] lr: 4.3301e-05 eta: 3:17:29 time: 0.3269 data_time: 0.0143 memory: 6846 loss: 0.4681 loss_cls: 0.1492 loss_bbox: 0.3188 2022/11/14 21:05:46 - mmengine - INFO - Epoch(train) [32][6700/8541] lr: 4.3219e-05 eta: 3:17:13 time: 0.3292 data_time: 0.0140 memory: 7672 loss: 0.4333 loss_cls: 0.1315 loss_bbox: 0.3018 2022/11/14 21:06:03 - mmengine - INFO - Epoch(train) [32][6750/8541] lr: 4.3138e-05 eta: 3:16:57 time: 0.3289 data_time: 0.0139 memory: 6811 loss: 0.4537 loss_cls: 0.1408 loss_bbox: 0.3129 2022/11/14 21:06:19 - mmengine - INFO - Epoch(train) [32][6800/8541] lr: 4.3056e-05 eta: 3:16:40 time: 0.3304 data_time: 0.0138 memory: 7630 loss: 0.4472 loss_cls: 0.1345 loss_bbox: 0.3127 2022/11/14 21:06:35 - mmengine - INFO - Epoch(train) [32][6850/8541] lr: 4.2975e-05 eta: 3:16:24 time: 0.3260 data_time: 0.0140 memory: 7007 loss: 0.4344 loss_cls: 0.1293 loss_bbox: 0.3052 2022/11/14 21:06:53 - mmengine - INFO - Epoch(train) [32][6900/8541] lr: 4.2894e-05 eta: 3:16:07 time: 0.3398 data_time: 0.0141 memory: 8584 loss: 0.4426 loss_cls: 0.1317 loss_bbox: 0.3109 2022/11/14 21:07:10 - mmengine - INFO - Epoch(train) [32][6950/8541] lr: 4.2813e-05 eta: 3:15:51 time: 0.3387 data_time: 0.0141 memory: 8293 loss: 0.4290 loss_cls: 0.1268 loss_bbox: 0.3022 2022/11/14 21:07:26 - mmengine - INFO - Epoch(train) [32][7000/8541] lr: 4.2732e-05 eta: 3:15:35 time: 0.3371 data_time: 0.0142 memory: 8045 loss: 0.4567 loss_cls: 0.1399 loss_bbox: 0.3168 2022/11/14 21:07:43 - mmengine - INFO - Epoch(train) [32][7050/8541] lr: 4.2651e-05 eta: 3:15:18 time: 0.3290 data_time: 0.0136 memory: 8197 loss: 0.4334 loss_cls: 0.1258 loss_bbox: 0.3077 2022/11/14 21:08:00 - mmengine - INFO - Epoch(train) [32][7100/8541] lr: 4.2571e-05 eta: 3:15:02 time: 0.3371 data_time: 0.0139 memory: 8690 loss: 0.4647 loss_cls: 0.1415 loss_bbox: 0.3233 2022/11/14 21:08:17 - mmengine - INFO - Epoch(train) [32][7150/8541] lr: 4.2490e-05 eta: 3:14:45 time: 0.3331 data_time: 0.0139 memory: 8853 loss: 0.4421 loss_cls: 0.1287 loss_bbox: 0.3134 2022/11/14 21:08:33 - mmengine - INFO - Epoch(train) [32][7200/8541] lr: 4.2409e-05 eta: 3:14:29 time: 0.3289 data_time: 0.0139 memory: 7006 loss: 0.4518 loss_cls: 0.1394 loss_bbox: 0.3124 2022/11/14 21:08:43 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 21:08:50 - mmengine - INFO - Epoch(train) [32][7250/8541] lr: 4.2329e-05 eta: 3:14:13 time: 0.3332 data_time: 0.0136 memory: 7514 loss: 0.4366 loss_cls: 0.1315 loss_bbox: 0.3051 2022/11/14 21:09:06 - mmengine - INFO - Epoch(train) [32][7300/8541] lr: 4.2249e-05 eta: 3:13:56 time: 0.3300 data_time: 0.0140 memory: 7547 loss: 0.4344 loss_cls: 0.1323 loss_bbox: 0.3021 2022/11/14 21:09:23 - mmengine - INFO - Epoch(train) [32][7350/8541] lr: 4.2168e-05 eta: 3:13:40 time: 0.3367 data_time: 0.0137 memory: 8294 loss: 0.4424 loss_cls: 0.1306 loss_bbox: 0.3118 2022/11/14 21:09:40 - mmengine - INFO - Epoch(train) [32][7400/8541] lr: 4.2088e-05 eta: 3:13:23 time: 0.3361 data_time: 0.0136 memory: 7415 loss: 0.4519 loss_cls: 0.1377 loss_bbox: 0.3141 2022/11/14 21:09:56 - mmengine - INFO - Epoch(train) [32][7450/8541] lr: 4.2008e-05 eta: 3:13:07 time: 0.3266 data_time: 0.0138 memory: 8127 loss: 0.4409 loss_cls: 0.1352 loss_bbox: 0.3058 2022/11/14 21:10:13 - mmengine - INFO - Epoch(train) [32][7500/8541] lr: 4.1928e-05 eta: 3:12:50 time: 0.3299 data_time: 0.0135 memory: 7157 loss: 0.4551 loss_cls: 0.1385 loss_bbox: 0.3167 2022/11/14 21:10:30 - mmengine - INFO - Epoch(train) [32][7550/8541] lr: 4.1848e-05 eta: 3:12:34 time: 0.3354 data_time: 0.0139 memory: 7621 loss: 0.4393 loss_cls: 0.1334 loss_bbox: 0.3059 2022/11/14 21:10:47 - mmengine - INFO - Epoch(train) [32][7600/8541] lr: 4.1768e-05 eta: 3:12:18 time: 0.3347 data_time: 0.0138 memory: 7404 loss: 0.4425 loss_cls: 0.1337 loss_bbox: 0.3088 2022/11/14 21:11:03 - mmengine - INFO - Epoch(train) [32][7650/8541] lr: 4.1689e-05 eta: 3:12:01 time: 0.3355 data_time: 0.0141 memory: 7150 loss: 0.4480 loss_cls: 0.1357 loss_bbox: 0.3123 2022/11/14 21:11:20 - mmengine - INFO - Epoch(train) [32][7700/8541] lr: 4.1609e-05 eta: 3:11:45 time: 0.3378 data_time: 0.0140 memory: 7983 loss: 0.4442 loss_cls: 0.1326 loss_bbox: 0.3115 2022/11/14 21:11:37 - mmengine - INFO - Epoch(train) [32][7750/8541] lr: 4.1529e-05 eta: 3:11:28 time: 0.3278 data_time: 0.0137 memory: 7195 loss: 0.4473 loss_cls: 0.1382 loss_bbox: 0.3090 2022/11/14 21:11:53 - mmengine - INFO - Epoch(train) [32][7800/8541] lr: 4.1450e-05 eta: 3:11:12 time: 0.3271 data_time: 0.0140 memory: 8718 loss: 0.4451 loss_cls: 0.1356 loss_bbox: 0.3095 2022/11/14 21:12:10 - mmengine - INFO - Epoch(train) [32][7850/8541] lr: 4.1371e-05 eta: 3:10:56 time: 0.3281 data_time: 0.0138 memory: 6837 loss: 0.4439 loss_cls: 0.1381 loss_bbox: 0.3058 2022/11/14 21:12:26 - mmengine - INFO - Epoch(train) [32][7900/8541] lr: 4.1291e-05 eta: 3:10:39 time: 0.3301 data_time: 0.0139 memory: 7380 loss: 0.4400 loss_cls: 0.1324 loss_bbox: 0.3076 2022/11/14 21:12:43 - mmengine - INFO - Epoch(train) [32][7950/8541] lr: 4.1212e-05 eta: 3:10:23 time: 0.3339 data_time: 0.0142 memory: 8118 loss: 0.4418 loss_cls: 0.1320 loss_bbox: 0.3098 2022/11/14 21:13:00 - mmengine - INFO - Epoch(train) [32][8000/8541] lr: 4.1133e-05 eta: 3:10:06 time: 0.3317 data_time: 0.0139 memory: 8795 loss: 0.4497 loss_cls: 0.1385 loss_bbox: 0.3112 2022/11/14 21:13:17 - mmengine - INFO - Epoch(train) [32][8050/8541] lr: 4.1054e-05 eta: 3:09:50 time: 0.3384 data_time: 0.0138 memory: 7962 loss: 0.4516 loss_cls: 0.1366 loss_bbox: 0.3150 2022/11/14 21:13:33 - mmengine - INFO - Epoch(train) [32][8100/8541] lr: 4.0975e-05 eta: 3:09:34 time: 0.3315 data_time: 0.0138 memory: 8017 loss: 0.4326 loss_cls: 0.1277 loss_bbox: 0.3049 2022/11/14 21:13:50 - mmengine - INFO - Epoch(train) [32][8150/8541] lr: 4.0897e-05 eta: 3:09:17 time: 0.3309 data_time: 0.0140 memory: 7169 loss: 0.4276 loss_cls: 0.1258 loss_bbox: 0.3018 2022/11/14 21:14:07 - mmengine - INFO - Epoch(train) [32][8200/8541] lr: 4.0818e-05 eta: 3:09:01 time: 0.3338 data_time: 0.0140 memory: 7195 loss: 0.4502 loss_cls: 0.1325 loss_bbox: 0.3176 2022/11/14 21:14:16 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 21:14:23 - mmengine - INFO - Epoch(train) [32][8250/8541] lr: 4.0739e-05 eta: 3:08:44 time: 0.3234 data_time: 0.0141 memory: 7719 loss: 0.4341 loss_cls: 0.1323 loss_bbox: 0.3017 2022/11/14 21:14:40 - mmengine - INFO - Epoch(train) [32][8300/8541] lr: 4.0661e-05 eta: 3:08:28 time: 0.3328 data_time: 0.0140 memory: 7950 loss: 0.4617 loss_cls: 0.1414 loss_bbox: 0.3203 2022/11/14 21:14:57 - mmengine - INFO - Epoch(train) [32][8350/8541] lr: 4.0582e-05 eta: 3:08:11 time: 0.3384 data_time: 0.0140 memory: 7059 loss: 0.4446 loss_cls: 0.1291 loss_bbox: 0.3155 2022/11/14 21:15:13 - mmengine - INFO - Epoch(train) [32][8400/8541] lr: 4.0504e-05 eta: 3:07:55 time: 0.3275 data_time: 0.0140 memory: 7912 loss: 0.4407 loss_cls: 0.1346 loss_bbox: 0.3061 2022/11/14 21:15:29 - mmengine - INFO - Epoch(train) [32][8450/8541] lr: 4.0426e-05 eta: 3:07:39 time: 0.3284 data_time: 0.0138 memory: 7805 loss: 0.4332 loss_cls: 0.1308 loss_bbox: 0.3024 2022/11/14 21:15:46 - mmengine - INFO - Epoch(train) [32][8500/8541] lr: 4.0348e-05 eta: 3:07:22 time: 0.3367 data_time: 0.0140 memory: 7962 loss: 0.4361 loss_cls: 0.1328 loss_bbox: 0.3033 2022/11/14 21:16:00 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 21:16:18 - mmengine - INFO - Epoch(train) [33][50/8541] lr: 4.0206e-05 eta: 3:06:52 time: 0.3512 data_time: 0.0248 memory: 7991 loss: 0.4461 loss_cls: 0.1338 loss_bbox: 0.3123 2022/11/14 21:16:35 - mmengine - INFO - Epoch(train) [33][100/8541] lr: 4.0128e-05 eta: 3:06:36 time: 0.3356 data_time: 0.0139 memory: 8061 loss: 0.4506 loss_cls: 0.1323 loss_bbox: 0.3183 2022/11/14 21:16:52 - mmengine - INFO - Epoch(train) [33][150/8541] lr: 4.0050e-05 eta: 3:06:20 time: 0.3394 data_time: 0.0140 memory: 9038 loss: 0.4524 loss_cls: 0.1401 loss_bbox: 0.3123 2022/11/14 21:17:08 - mmengine - INFO - Epoch(train) [33][200/8541] lr: 3.9973e-05 eta: 3:06:03 time: 0.3277 data_time: 0.0142 memory: 6857 loss: 0.4457 loss_cls: 0.1394 loss_bbox: 0.3063 2022/11/14 21:17:25 - mmengine - INFO - Epoch(train) [33][250/8541] lr: 3.9895e-05 eta: 3:05:47 time: 0.3370 data_time: 0.0141 memory: 7703 loss: 0.4543 loss_cls: 0.1423 loss_bbox: 0.3120 2022/11/14 21:17:41 - mmengine - INFO - Epoch(train) [33][300/8541] lr: 3.9818e-05 eta: 3:05:30 time: 0.3258 data_time: 0.0139 memory: 8141 loss: 0.4248 loss_cls: 0.1226 loss_bbox: 0.3022 2022/11/14 21:17:58 - mmengine - INFO - Epoch(train) [33][350/8541] lr: 3.9740e-05 eta: 3:05:14 time: 0.3394 data_time: 0.0144 memory: 8271 loss: 0.4290 loss_cls: 0.1258 loss_bbox: 0.3033 2022/11/14 21:18:15 - mmengine - INFO - Epoch(train) [33][400/8541] lr: 3.9663e-05 eta: 3:04:58 time: 0.3290 data_time: 0.0136 memory: 7456 loss: 0.4355 loss_cls: 0.1321 loss_bbox: 0.3035 2022/11/14 21:18:32 - mmengine - INFO - Epoch(train) [33][450/8541] lr: 3.9586e-05 eta: 3:04:41 time: 0.3380 data_time: 0.0142 memory: 7196 loss: 0.4409 loss_cls: 0.1343 loss_bbox: 0.3065 2022/11/14 21:18:48 - mmengine - INFO - Epoch(train) [33][500/8541] lr: 3.9509e-05 eta: 3:04:25 time: 0.3300 data_time: 0.0136 memory: 6866 loss: 0.4359 loss_cls: 0.1293 loss_bbox: 0.3066 2022/11/14 21:19:05 - mmengine - INFO - Epoch(train) [33][550/8541] lr: 3.9432e-05 eta: 3:04:08 time: 0.3326 data_time: 0.0145 memory: 8105 loss: 0.4617 loss_cls: 0.1426 loss_bbox: 0.3191 2022/11/14 21:19:21 - mmengine - INFO - Epoch(train) [33][600/8541] lr: 3.9355e-05 eta: 3:03:52 time: 0.3290 data_time: 0.0140 memory: 7078 loss: 0.4446 loss_cls: 0.1353 loss_bbox: 0.3093 2022/11/14 21:19:39 - mmengine - INFO - Epoch(train) [33][650/8541] lr: 3.9278e-05 eta: 3:03:36 time: 0.3398 data_time: 0.0141 memory: 8283 loss: 0.4527 loss_cls: 0.1380 loss_bbox: 0.3147 2022/11/14 21:19:51 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 21:19:55 - mmengine - INFO - Epoch(train) [33][700/8541] lr: 3.9201e-05 eta: 3:03:19 time: 0.3380 data_time: 0.0141 memory: 7091 loss: 0.4570 loss_cls: 0.1400 loss_bbox: 0.3170 2022/11/14 21:20:12 - mmengine - INFO - Epoch(train) [33][750/8541] lr: 3.9125e-05 eta: 3:03:03 time: 0.3348 data_time: 0.0139 memory: 7464 loss: 0.4546 loss_cls: 0.1377 loss_bbox: 0.3169 2022/11/14 21:20:29 - mmengine - INFO - Epoch(train) [33][800/8541] lr: 3.9048e-05 eta: 3:02:46 time: 0.3390 data_time: 0.0140 memory: 7762 loss: 0.4421 loss_cls: 0.1320 loss_bbox: 0.3101 2022/11/14 21:20:47 - mmengine - INFO - Epoch(train) [33][850/8541] lr: 3.8972e-05 eta: 3:02:30 time: 0.3475 data_time: 0.0142 memory: 8142 loss: 0.4420 loss_cls: 0.1317 loss_bbox: 0.3103 2022/11/14 21:21:03 - mmengine - INFO - Epoch(train) [33][900/8541] lr: 3.8895e-05 eta: 3:02:14 time: 0.3281 data_time: 0.0142 memory: 7197 loss: 0.4523 loss_cls: 0.1407 loss_bbox: 0.3116 2022/11/14 21:21:20 - mmengine - INFO - Epoch(train) [33][950/8541] lr: 3.8819e-05 eta: 3:01:57 time: 0.3333 data_time: 0.0144 memory: 7038 loss: 0.4449 loss_cls: 0.1380 loss_bbox: 0.3070 2022/11/14 21:21:37 - mmengine - INFO - Epoch(train) [33][1000/8541] lr: 3.8743e-05 eta: 3:01:41 time: 0.3329 data_time: 0.0140 memory: 7584 loss: 0.4509 loss_cls: 0.1384 loss_bbox: 0.3126 2022/11/14 21:21:54 - mmengine - INFO - Epoch(train) [33][1050/8541] lr: 3.8667e-05 eta: 3:01:24 time: 0.3383 data_time: 0.0142 memory: 7645 loss: 0.4420 loss_cls: 0.1329 loss_bbox: 0.3092 2022/11/14 21:22:11 - mmengine - INFO - Epoch(train) [33][1100/8541] lr: 3.8591e-05 eta: 3:01:08 time: 0.3445 data_time: 0.0146 memory: 8742 loss: 0.4369 loss_cls: 0.1352 loss_bbox: 0.3017 2022/11/14 21:22:28 - mmengine - INFO - Epoch(train) [33][1150/8541] lr: 3.8515e-05 eta: 3:00:52 time: 0.3375 data_time: 0.0145 memory: 8494 loss: 0.4324 loss_cls: 0.1285 loss_bbox: 0.3039 2022/11/14 21:22:45 - mmengine - INFO - Epoch(train) [33][1200/8541] lr: 3.8440e-05 eta: 3:00:35 time: 0.3429 data_time: 0.0145 memory: 7134 loss: 0.4432 loss_cls: 0.1307 loss_bbox: 0.3125 2022/11/14 21:23:02 - mmengine - INFO - Epoch(train) [33][1250/8541] lr: 3.8364e-05 eta: 3:00:19 time: 0.3371 data_time: 0.0141 memory: 8131 loss: 0.4523 loss_cls: 0.1411 loss_bbox: 0.3112 2022/11/14 21:23:19 - mmengine - INFO - Epoch(train) [33][1300/8541] lr: 3.8288e-05 eta: 3:00:03 time: 0.3341 data_time: 0.0140 memory: 8184 loss: 0.4499 loss_cls: 0.1344 loss_bbox: 0.3155 2022/11/14 21:23:36 - mmengine - INFO - Epoch(train) [33][1350/8541] lr: 3.8213e-05 eta: 2:59:46 time: 0.3422 data_time: 0.0141 memory: 7836 loss: 0.4502 loss_cls: 0.1358 loss_bbox: 0.3144 2022/11/14 21:23:53 - mmengine - INFO - Epoch(train) [33][1400/8541] lr: 3.8138e-05 eta: 2:59:30 time: 0.3357 data_time: 0.0140 memory: 7355 loss: 0.4370 loss_cls: 0.1315 loss_bbox: 0.3055 2022/11/14 21:24:09 - mmengine - INFO - Epoch(train) [33][1450/8541] lr: 3.8062e-05 eta: 2:59:13 time: 0.3297 data_time: 0.0139 memory: 6993 loss: 0.4402 loss_cls: 0.1328 loss_bbox: 0.3074 2022/11/14 21:24:26 - mmengine - INFO - Epoch(train) [33][1500/8541] lr: 3.7987e-05 eta: 2:58:57 time: 0.3356 data_time: 0.0143 memory: 7196 loss: 0.4383 loss_cls: 0.1296 loss_bbox: 0.3087 2022/11/14 21:24:43 - mmengine - INFO - Epoch(train) [33][1550/8541] lr: 3.7912e-05 eta: 2:58:41 time: 0.3321 data_time: 0.0139 memory: 7065 loss: 0.4442 loss_cls: 0.1337 loss_bbox: 0.3105 2022/11/14 21:25:00 - mmengine - INFO - Epoch(train) [33][1600/8541] lr: 3.7837e-05 eta: 2:58:24 time: 0.3388 data_time: 0.0141 memory: 7124 loss: 0.4378 loss_cls: 0.1290 loss_bbox: 0.3089 2022/11/14 21:25:17 - mmengine - INFO - Epoch(train) [33][1650/8541] lr: 3.7762e-05 eta: 2:58:08 time: 0.3374 data_time: 0.0145 memory: 7371 loss: 0.4152 loss_cls: 0.1219 loss_bbox: 0.2933 2022/11/14 21:25:30 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 21:25:34 - mmengine - INFO - Epoch(train) [33][1700/8541] lr: 3.7687e-05 eta: 2:57:52 time: 0.3458 data_time: 0.0142 memory: 8409 loss: 0.4305 loss_cls: 0.1283 loss_bbox: 0.3023 2022/11/14 21:25:51 - mmengine - INFO - Epoch(train) [33][1750/8541] lr: 3.7613e-05 eta: 2:57:35 time: 0.3416 data_time: 0.0145 memory: 7779 loss: 0.4247 loss_cls: 0.1228 loss_bbox: 0.3019 2022/11/14 21:26:08 - mmengine - INFO - Epoch(train) [33][1800/8541] lr: 3.7538e-05 eta: 2:57:19 time: 0.3394 data_time: 0.0143 memory: 7816 loss: 0.4387 loss_cls: 0.1319 loss_bbox: 0.3067 2022/11/14 21:26:26 - mmengine - INFO - Epoch(train) [33][1850/8541] lr: 3.7464e-05 eta: 2:57:02 time: 0.3462 data_time: 0.0142 memory: 8060 loss: 0.4390 loss_cls: 0.1291 loss_bbox: 0.3099 2022/11/14 21:26:43 - mmengine - INFO - Epoch(train) [33][1900/8541] lr: 3.7389e-05 eta: 2:56:46 time: 0.3383 data_time: 0.0143 memory: 7289 loss: 0.4450 loss_cls: 0.1365 loss_bbox: 0.3084 2022/11/14 21:27:00 - mmengine - INFO - Epoch(train) [33][1950/8541] lr: 3.7315e-05 eta: 2:56:30 time: 0.3484 data_time: 0.0143 memory: 7772 loss: 0.4445 loss_cls: 0.1363 loss_bbox: 0.3082 2022/11/14 21:27:17 - mmengine - INFO - Epoch(train) [33][2000/8541] lr: 3.7241e-05 eta: 2:56:13 time: 0.3426 data_time: 0.0142 memory: 8285 loss: 0.4420 loss_cls: 0.1319 loss_bbox: 0.3101 2022/11/14 21:27:34 - mmengine - INFO - Epoch(train) [33][2050/8541] lr: 3.7167e-05 eta: 2:55:57 time: 0.3402 data_time: 0.0142 memory: 8753 loss: 0.4252 loss_cls: 0.1301 loss_bbox: 0.2951 2022/11/14 21:27:52 - mmengine - INFO - Epoch(train) [33][2100/8541] lr: 3.7093e-05 eta: 2:55:41 time: 0.3436 data_time: 0.0145 memory: 8250 loss: 0.4316 loss_cls: 0.1289 loss_bbox: 0.3027 2022/11/14 21:28:09 - mmengine - INFO - Epoch(train) [33][2150/8541] lr: 3.7019e-05 eta: 2:55:24 time: 0.3417 data_time: 0.0146 memory: 6916 loss: 0.4489 loss_cls: 0.1329 loss_bbox: 0.3160 2022/11/14 21:28:26 - mmengine - INFO - Epoch(train) [33][2200/8541] lr: 3.6945e-05 eta: 2:55:08 time: 0.3440 data_time: 0.0146 memory: 7654 loss: 0.4457 loss_cls: 0.1376 loss_bbox: 0.3081 2022/11/14 21:28:43 - mmengine - INFO - Epoch(train) [33][2250/8541] lr: 3.6872e-05 eta: 2:54:52 time: 0.3390 data_time: 0.0143 memory: 7809 loss: 0.4495 loss_cls: 0.1362 loss_bbox: 0.3134 2022/11/14 21:29:00 - mmengine - INFO - Epoch(train) [33][2300/8541] lr: 3.6798e-05 eta: 2:54:35 time: 0.3365 data_time: 0.0145 memory: 8345 loss: 0.4373 loss_cls: 0.1332 loss_bbox: 0.3041 2022/11/14 21:29:17 - mmengine - INFO - Epoch(train) [33][2350/8541] lr: 3.6724e-05 eta: 2:54:19 time: 0.3338 data_time: 0.0139 memory: 7062 loss: 0.4586 loss_cls: 0.1399 loss_bbox: 0.3187 2022/11/14 21:29:34 - mmengine - INFO - Epoch(train) [33][2400/8541] lr: 3.6651e-05 eta: 2:54:02 time: 0.3395 data_time: 0.0146 memory: 8211 loss: 0.4514 loss_cls: 0.1419 loss_bbox: 0.3095 2022/11/14 21:29:51 - mmengine - INFO - Epoch(train) [33][2450/8541] lr: 3.6578e-05 eta: 2:53:46 time: 0.3410 data_time: 0.0147 memory: 7158 loss: 0.4317 loss_cls: 0.1292 loss_bbox: 0.3025 2022/11/14 21:30:08 - mmengine - INFO - Epoch(train) [33][2500/8541] lr: 3.6505e-05 eta: 2:53:30 time: 0.3450 data_time: 0.0146 memory: 7831 loss: 0.4414 loss_cls: 0.1301 loss_bbox: 0.3113 2022/11/14 21:30:25 - mmengine - INFO - Epoch(train) [33][2550/8541] lr: 3.6431e-05 eta: 2:53:13 time: 0.3304 data_time: 0.0145 memory: 7193 loss: 0.4447 loss_cls: 0.1357 loss_bbox: 0.3090 2022/11/14 21:30:41 - mmengine - INFO - Epoch(train) [33][2600/8541] lr: 3.6358e-05 eta: 2:52:57 time: 0.3309 data_time: 0.0144 memory: 7145 loss: 0.4587 loss_cls: 0.1389 loss_bbox: 0.3198 2022/11/14 21:30:58 - mmengine - INFO - Epoch(train) [33][2650/8541] lr: 3.6286e-05 eta: 2:52:40 time: 0.3417 data_time: 0.0146 memory: 7225 loss: 0.4339 loss_cls: 0.1282 loss_bbox: 0.3056 2022/11/14 21:31:11 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 21:31:16 - mmengine - INFO - Epoch(train) [33][2700/8541] lr: 3.6213e-05 eta: 2:52:24 time: 0.3464 data_time: 0.0146 memory: 7558 loss: 0.4464 loss_cls: 0.1370 loss_bbox: 0.3094 2022/11/14 21:31:33 - mmengine - INFO - Epoch(train) [33][2750/8541] lr: 3.6140e-05 eta: 2:52:08 time: 0.3416 data_time: 0.0142 memory: 7810 loss: 0.4318 loss_cls: 0.1278 loss_bbox: 0.3040 2022/11/14 21:31:49 - mmengine - INFO - Epoch(train) [33][2800/8541] lr: 3.6067e-05 eta: 2:51:51 time: 0.3308 data_time: 0.0142 memory: 7408 loss: 0.4309 loss_cls: 0.1301 loss_bbox: 0.3008 2022/11/14 21:32:06 - mmengine - INFO - Epoch(train) [33][2850/8541] lr: 3.5995e-05 eta: 2:51:35 time: 0.3253 data_time: 0.0138 memory: 7346 loss: 0.4379 loss_cls: 0.1307 loss_bbox: 0.3071 2022/11/14 21:32:23 - mmengine - INFO - Epoch(train) [33][2900/8541] lr: 3.5923e-05 eta: 2:51:19 time: 0.3374 data_time: 0.0142 memory: 6785 loss: 0.4348 loss_cls: 0.1317 loss_bbox: 0.3032 2022/11/14 21:32:40 - mmengine - INFO - Epoch(train) [33][2950/8541] lr: 3.5850e-05 eta: 2:51:02 time: 0.3406 data_time: 0.0142 memory: 9165 loss: 0.4302 loss_cls: 0.1290 loss_bbox: 0.3011 2022/11/14 21:32:57 - mmengine - INFO - Epoch(train) [33][3000/8541] lr: 3.5778e-05 eta: 2:50:46 time: 0.3395 data_time: 0.0142 memory: 7228 loss: 0.4299 loss_cls: 0.1301 loss_bbox: 0.2998 2022/11/14 21:33:14 - mmengine - INFO - Epoch(train) [33][3050/8541] lr: 3.5706e-05 eta: 2:50:29 time: 0.3388 data_time: 0.0144 memory: 6950 loss: 0.4331 loss_cls: 0.1312 loss_bbox: 0.3018 2022/11/14 21:33:31 - mmengine - INFO - Epoch(train) [33][3100/8541] lr: 3.5634e-05 eta: 2:50:13 time: 0.3376 data_time: 0.0144 memory: 7997 loss: 0.4284 loss_cls: 0.1277 loss_bbox: 0.3008 2022/11/14 21:33:48 - mmengine - INFO - Epoch(train) [33][3150/8541] lr: 3.5562e-05 eta: 2:49:57 time: 0.3343 data_time: 0.0142 memory: 7366 loss: 0.4345 loss_cls: 0.1305 loss_bbox: 0.3040 2022/11/14 21:34:05 - mmengine - INFO - Epoch(train) [33][3200/8541] lr: 3.5490e-05 eta: 2:49:40 time: 0.3411 data_time: 0.0143 memory: 7087 loss: 0.4270 loss_cls: 0.1241 loss_bbox: 0.3029 2022/11/14 21:34:21 - mmengine - INFO - Epoch(train) [33][3250/8541] lr: 3.5419e-05 eta: 2:49:24 time: 0.3259 data_time: 0.0139 memory: 6863 loss: 0.4356 loss_cls: 0.1283 loss_bbox: 0.3074 2022/11/14 21:34:38 - mmengine - INFO - Epoch(train) [33][3300/8541] lr: 3.5347e-05 eta: 2:49:07 time: 0.3446 data_time: 0.0139 memory: 7574 loss: 0.4350 loss_cls: 0.1265 loss_bbox: 0.3085 2022/11/14 21:34:55 - mmengine - INFO - Epoch(train) [33][3350/8541] lr: 3.5275e-05 eta: 2:48:51 time: 0.3366 data_time: 0.0146 memory: 7131 loss: 0.4375 loss_cls: 0.1321 loss_bbox: 0.3054 2022/11/14 21:35:12 - mmengine - INFO - Epoch(train) [33][3400/8541] lr: 3.5204e-05 eta: 2:48:35 time: 0.3351 data_time: 0.0134 memory: 7568 loss: 0.4241 loss_cls: 0.1269 loss_bbox: 0.2971 2022/11/14 21:35:29 - mmengine - INFO - Epoch(train) [33][3450/8541] lr: 3.5133e-05 eta: 2:48:18 time: 0.3383 data_time: 0.0145 memory: 7236 loss: 0.4382 loss_cls: 0.1289 loss_bbox: 0.3093 2022/11/14 21:35:46 - mmengine - INFO - Epoch(train) [33][3500/8541] lr: 3.5062e-05 eta: 2:48:02 time: 0.3386 data_time: 0.0147 memory: 7933 loss: 0.4369 loss_cls: 0.1312 loss_bbox: 0.3057 2022/11/14 21:36:03 - mmengine - INFO - Epoch(train) [33][3550/8541] lr: 3.4990e-05 eta: 2:47:45 time: 0.3458 data_time: 0.0147 memory: 7910 loss: 0.4519 loss_cls: 0.1375 loss_bbox: 0.3144 2022/11/14 21:36:20 - mmengine - INFO - Epoch(train) [33][3600/8541] lr: 3.4919e-05 eta: 2:47:29 time: 0.3350 data_time: 0.0141 memory: 8833 loss: 0.4407 loss_cls: 0.1324 loss_bbox: 0.3083 2022/11/14 21:36:37 - mmengine - INFO - Epoch(train) [33][3650/8541] lr: 3.4849e-05 eta: 2:47:13 time: 0.3366 data_time: 0.0143 memory: 7668 loss: 0.4344 loss_cls: 0.1275 loss_bbox: 0.3069 2022/11/14 21:36:49 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 21:36:53 - mmengine - INFO - Epoch(train) [33][3700/8541] lr: 3.4778e-05 eta: 2:46:56 time: 0.3281 data_time: 0.0139 memory: 7380 loss: 0.4343 loss_cls: 0.1283 loss_bbox: 0.3061 2022/11/14 21:37:10 - mmengine - INFO - Epoch(train) [33][3750/8541] lr: 3.4707e-05 eta: 2:46:40 time: 0.3276 data_time: 0.0138 memory: 7057 loss: 0.4452 loss_cls: 0.1328 loss_bbox: 0.3125 2022/11/14 21:37:27 - mmengine - INFO - Epoch(train) [33][3800/8541] lr: 3.4636e-05 eta: 2:46:23 time: 0.3371 data_time: 0.0141 memory: 7891 loss: 0.4306 loss_cls: 0.1256 loss_bbox: 0.3050 2022/11/14 21:37:44 - mmengine - INFO - Epoch(train) [33][3850/8541] lr: 3.4566e-05 eta: 2:46:07 time: 0.3389 data_time: 0.0141 memory: 8195 loss: 0.4381 loss_cls: 0.1301 loss_bbox: 0.3080 2022/11/14 21:38:01 - mmengine - INFO - Epoch(train) [33][3900/8541] lr: 3.4496e-05 eta: 2:45:51 time: 0.3368 data_time: 0.0140 memory: 7564 loss: 0.4543 loss_cls: 0.1353 loss_bbox: 0.3190 2022/11/14 21:38:18 - mmengine - INFO - Epoch(train) [33][3950/8541] lr: 3.4425e-05 eta: 2:45:34 time: 0.3359 data_time: 0.0138 memory: 8059 loss: 0.4403 loss_cls: 0.1302 loss_bbox: 0.3102 2022/11/14 21:38:34 - mmengine - INFO - Epoch(train) [33][4000/8541] lr: 3.4355e-05 eta: 2:45:18 time: 0.3325 data_time: 0.0141 memory: 7627 loss: 0.4289 loss_cls: 0.1264 loss_bbox: 0.3025 2022/11/14 21:38:51 - mmengine - INFO - Epoch(train) [33][4050/8541] lr: 3.4285e-05 eta: 2:45:01 time: 0.3299 data_time: 0.0140 memory: 7115 loss: 0.4342 loss_cls: 0.1303 loss_bbox: 0.3039 2022/11/14 21:39:08 - mmengine - INFO - Epoch(train) [33][4100/8541] lr: 3.4215e-05 eta: 2:44:45 time: 0.3362 data_time: 0.0146 memory: 7874 loss: 0.4453 loss_cls: 0.1351 loss_bbox: 0.3102 2022/11/14 21:39:25 - mmengine - INFO - Epoch(train) [33][4150/8541] lr: 3.4145e-05 eta: 2:44:29 time: 0.3401 data_time: 0.0140 memory: 7401 loss: 0.4356 loss_cls: 0.1325 loss_bbox: 0.3031 2022/11/14 21:39:41 - mmengine - INFO - Epoch(train) [33][4200/8541] lr: 3.4075e-05 eta: 2:44:12 time: 0.3288 data_time: 0.0137 memory: 7219 loss: 0.4633 loss_cls: 0.1433 loss_bbox: 0.3200 2022/11/14 21:39:58 - mmengine - INFO - Epoch(train) [33][4250/8541] lr: 3.4006e-05 eta: 2:43:56 time: 0.3350 data_time: 0.0137 memory: 8895 loss: 0.4534 loss_cls: 0.1351 loss_bbox: 0.3183 2022/11/14 21:40:15 - mmengine - INFO - Epoch(train) [33][4300/8541] lr: 3.3936e-05 eta: 2:43:39 time: 0.3402 data_time: 0.0138 memory: 10543 loss: 0.4620 loss_cls: 0.1429 loss_bbox: 0.3191 2022/11/14 21:40:32 - mmengine - INFO - Epoch(train) [33][4350/8541] lr: 3.3867e-05 eta: 2:43:23 time: 0.3312 data_time: 0.0138 memory: 7472 loss: 0.4405 loss_cls: 0.1319 loss_bbox: 0.3086 2022/11/14 21:40:49 - mmengine - INFO - Epoch(train) [33][4400/8541] lr: 3.3797e-05 eta: 2:43:07 time: 0.3370 data_time: 0.0141 memory: 7687 loss: 0.4336 loss_cls: 0.1296 loss_bbox: 0.3040 2022/11/14 21:41:05 - mmengine - INFO - Epoch(train) [33][4450/8541] lr: 3.3728e-05 eta: 2:42:50 time: 0.3267 data_time: 0.0138 memory: 7060 loss: 0.4355 loss_cls: 0.1264 loss_bbox: 0.3091 2022/11/14 21:41:22 - mmengine - INFO - Epoch(train) [33][4500/8541] lr: 3.3659e-05 eta: 2:42:34 time: 0.3399 data_time: 0.0139 memory: 7588 loss: 0.4294 loss_cls: 0.1252 loss_bbox: 0.3042 2022/11/14 21:41:39 - mmengine - INFO - Epoch(train) [33][4550/8541] lr: 3.3590e-05 eta: 2:42:17 time: 0.3271 data_time: 0.0136 memory: 7784 loss: 0.4336 loss_cls: 0.1284 loss_bbox: 0.3052 2022/11/14 21:41:55 - mmengine - INFO - Epoch(train) [33][4600/8541] lr: 3.3521e-05 eta: 2:42:01 time: 0.3383 data_time: 0.0140 memory: 7812 loss: 0.4367 loss_cls: 0.1245 loss_bbox: 0.3123 2022/11/14 21:42:12 - mmengine - INFO - Epoch(train) [33][4650/8541] lr: 3.3452e-05 eta: 2:41:44 time: 0.3349 data_time: 0.0140 memory: 7570 loss: 0.4324 loss_cls: 0.1286 loss_bbox: 0.3038 2022/11/14 21:42:25 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 21:42:29 - mmengine - INFO - Epoch(train) [33][4700/8541] lr: 3.3383e-05 eta: 2:41:28 time: 0.3354 data_time: 0.0137 memory: 7566 loss: 0.4276 loss_cls: 0.1271 loss_bbox: 0.3005 2022/11/14 21:42:46 - mmengine - INFO - Epoch(train) [33][4750/8541] lr: 3.3314e-05 eta: 2:41:12 time: 0.3322 data_time: 0.0138 memory: 7914 loss: 0.4294 loss_cls: 0.1279 loss_bbox: 0.3015 2022/11/14 21:43:03 - mmengine - INFO - Epoch(train) [33][4800/8541] lr: 3.3246e-05 eta: 2:40:55 time: 0.3339 data_time: 0.0139 memory: 7206 loss: 0.4300 loss_cls: 0.1267 loss_bbox: 0.3033 2022/11/14 21:43:19 - mmengine - INFO - Epoch(train) [33][4850/8541] lr: 3.3177e-05 eta: 2:40:39 time: 0.3365 data_time: 0.0142 memory: 7936 loss: 0.4398 loss_cls: 0.1294 loss_bbox: 0.3104 2022/11/14 21:43:36 - mmengine - INFO - Epoch(train) [33][4900/8541] lr: 3.3109e-05 eta: 2:40:22 time: 0.3346 data_time: 0.0140 memory: 7060 loss: 0.4316 loss_cls: 0.1285 loss_bbox: 0.3031 2022/11/14 21:43:53 - mmengine - INFO - Epoch(train) [33][4950/8541] lr: 3.3041e-05 eta: 2:40:06 time: 0.3398 data_time: 0.0142 memory: 7873 loss: 0.4405 loss_cls: 0.1327 loss_bbox: 0.3078 2022/11/14 21:44:10 - mmengine - INFO - Epoch(train) [33][5000/8541] lr: 3.2973e-05 eta: 2:39:50 time: 0.3402 data_time: 0.0146 memory: 7452 loss: 0.4418 loss_cls: 0.1335 loss_bbox: 0.3083 2022/11/14 21:44:27 - mmengine - INFO - Epoch(train) [33][5050/8541] lr: 3.2904e-05 eta: 2:39:33 time: 0.3388 data_time: 0.0140 memory: 8927 loss: 0.4387 loss_cls: 0.1298 loss_bbox: 0.3089 2022/11/14 21:44:44 - mmengine - INFO - Epoch(train) [33][5100/8541] lr: 3.2837e-05 eta: 2:39:17 time: 0.3404 data_time: 0.0140 memory: 7231 loss: 0.4356 loss_cls: 0.1281 loss_bbox: 0.3075 2022/11/14 21:45:02 - mmengine - INFO - Epoch(train) [33][5150/8541] lr: 3.2769e-05 eta: 2:39:00 time: 0.3422 data_time: 0.0147 memory: 7087 loss: 0.4330 loss_cls: 0.1317 loss_bbox: 0.3012 2022/11/14 21:45:18 - mmengine - INFO - Epoch(train) [33][5200/8541] lr: 3.2701e-05 eta: 2:38:44 time: 0.3367 data_time: 0.0142 memory: 6884 loss: 0.4406 loss_cls: 0.1349 loss_bbox: 0.3057 2022/11/14 21:45:35 - mmengine - INFO - Epoch(train) [33][5250/8541] lr: 3.2633e-05 eta: 2:38:28 time: 0.3297 data_time: 0.0138 memory: 7281 loss: 0.4390 loss_cls: 0.1367 loss_bbox: 0.3023 2022/11/14 21:45:52 - mmengine - INFO - Epoch(train) [33][5300/8541] lr: 3.2566e-05 eta: 2:38:11 time: 0.3361 data_time: 0.0138 memory: 8255 loss: 0.4430 loss_cls: 0.1307 loss_bbox: 0.3123 2022/11/14 21:46:09 - mmengine - INFO - Epoch(train) [33][5350/8541] lr: 3.2498e-05 eta: 2:37:55 time: 0.3364 data_time: 0.0142 memory: 7444 loss: 0.4315 loss_cls: 0.1272 loss_bbox: 0.3042 2022/11/14 21:46:25 - mmengine - INFO - Epoch(train) [33][5400/8541] lr: 3.2431e-05 eta: 2:37:38 time: 0.3336 data_time: 0.0138 memory: 7383 loss: 0.4459 loss_cls: 0.1310 loss_bbox: 0.3150 2022/11/14 21:46:42 - mmengine - INFO - Epoch(train) [33][5450/8541] lr: 3.2364e-05 eta: 2:37:22 time: 0.3359 data_time: 0.0138 memory: 8031 loss: 0.4410 loss_cls: 0.1339 loss_bbox: 0.3072 2022/11/14 21:46:59 - mmengine - INFO - Epoch(train) [33][5500/8541] lr: 3.2297e-05 eta: 2:37:06 time: 0.3415 data_time: 0.0143 memory: 7153 loss: 0.4270 loss_cls: 0.1252 loss_bbox: 0.3017 2022/11/14 21:47:16 - mmengine - INFO - Epoch(train) [33][5550/8541] lr: 3.2230e-05 eta: 2:36:49 time: 0.3302 data_time: 0.0139 memory: 7090 loss: 0.4319 loss_cls: 0.1298 loss_bbox: 0.3021 2022/11/14 21:47:33 - mmengine - INFO - Epoch(train) [33][5600/8541] lr: 3.2163e-05 eta: 2:36:33 time: 0.3406 data_time: 0.0143 memory: 7799 loss: 0.4340 loss_cls: 0.1292 loss_bbox: 0.3048 2022/11/14 21:47:49 - mmengine - INFO - Epoch(train) [33][5650/8541] lr: 3.2096e-05 eta: 2:36:16 time: 0.3254 data_time: 0.0141 memory: 6966 loss: 0.4316 loss_cls: 0.1327 loss_bbox: 0.2989 2022/11/14 21:48:03 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 21:48:07 - mmengine - INFO - Epoch(train) [33][5700/8541] lr: 3.2029e-05 eta: 2:36:00 time: 0.3407 data_time: 0.0143 memory: 8524 loss: 0.4543 loss_cls: 0.1343 loss_bbox: 0.3200 2022/11/14 21:48:24 - mmengine - INFO - Epoch(train) [33][5750/8541] lr: 3.1963e-05 eta: 2:35:44 time: 0.3467 data_time: 0.0143 memory: 8675 loss: 0.4372 loss_cls: 0.1275 loss_bbox: 0.3098 2022/11/14 21:48:41 - mmengine - INFO - Epoch(train) [33][5800/8541] lr: 3.1896e-05 eta: 2:35:27 time: 0.3382 data_time: 0.0142 memory: 7640 loss: 0.4341 loss_cls: 0.1293 loss_bbox: 0.3048 2022/11/14 21:48:58 - mmengine - INFO - Epoch(train) [33][5850/8541] lr: 3.1830e-05 eta: 2:35:11 time: 0.3319 data_time: 0.0143 memory: 6816 loss: 0.4097 loss_cls: 0.1229 loss_bbox: 0.2868 2022/11/14 21:49:15 - mmengine - INFO - Epoch(train) [33][5900/8541] lr: 3.1763e-05 eta: 2:34:54 time: 0.3469 data_time: 0.0146 memory: 7769 loss: 0.4360 loss_cls: 0.1279 loss_bbox: 0.3081 2022/11/14 21:49:32 - mmengine - INFO - Epoch(train) [33][5950/8541] lr: 3.1697e-05 eta: 2:34:38 time: 0.3448 data_time: 0.0139 memory: 8423 loss: 0.4118 loss_cls: 0.1189 loss_bbox: 0.2928 2022/11/14 21:49:49 - mmengine - INFO - Epoch(train) [33][6000/8541] lr: 3.1631e-05 eta: 2:34:22 time: 0.3340 data_time: 0.0143 memory: 7215 loss: 0.4438 loss_cls: 0.1358 loss_bbox: 0.3081 2022/11/14 21:50:06 - mmengine - INFO - Epoch(train) [33][6050/8541] lr: 3.1565e-05 eta: 2:34:05 time: 0.3323 data_time: 0.0142 memory: 6973 loss: 0.4482 loss_cls: 0.1378 loss_bbox: 0.3104 2022/11/14 21:50:23 - mmengine - INFO - Epoch(train) [33][6100/8541] lr: 3.1499e-05 eta: 2:33:49 time: 0.3437 data_time: 0.0143 memory: 7051 loss: 0.4446 loss_cls: 0.1344 loss_bbox: 0.3102 2022/11/14 21:50:40 - mmengine - INFO - Epoch(train) [33][6150/8541] lr: 3.1433e-05 eta: 2:33:32 time: 0.3452 data_time: 0.0143 memory: 8193 loss: 0.4647 loss_cls: 0.1418 loss_bbox: 0.3229 2022/11/14 21:50:57 - mmengine - INFO - Epoch(train) [33][6200/8541] lr: 3.1368e-05 eta: 2:33:16 time: 0.3382 data_time: 0.0147 memory: 7654 loss: 0.4248 loss_cls: 0.1268 loss_bbox: 0.2981 2022/11/14 21:51:14 - mmengine - INFO - Epoch(train) [33][6250/8541] lr: 3.1302e-05 eta: 2:33:00 time: 0.3372 data_time: 0.0144 memory: 7709 loss: 0.4356 loss_cls: 0.1287 loss_bbox: 0.3069 2022/11/14 21:51:32 - mmengine - INFO - Epoch(train) [33][6300/8541] lr: 3.1237e-05 eta: 2:32:43 time: 0.3491 data_time: 0.0145 memory: 7990 loss: 0.4208 loss_cls: 0.1203 loss_bbox: 0.3004 2022/11/14 21:51:49 - mmengine - INFO - Epoch(train) [33][6350/8541] lr: 3.1171e-05 eta: 2:32:27 time: 0.3423 data_time: 0.0146 memory: 7199 loss: 0.4472 loss_cls: 0.1359 loss_bbox: 0.3113 2022/11/14 21:52:06 - mmengine - INFO - Epoch(train) [33][6400/8541] lr: 3.1106e-05 eta: 2:32:11 time: 0.3408 data_time: 0.0143 memory: 7904 loss: 0.4474 loss_cls: 0.1322 loss_bbox: 0.3152 2022/11/14 21:52:23 - mmengine - INFO - Epoch(train) [33][6450/8541] lr: 3.1041e-05 eta: 2:31:54 time: 0.3374 data_time: 0.0145 memory: 7021 loss: 0.4467 loss_cls: 0.1348 loss_bbox: 0.3119 2022/11/14 21:52:40 - mmengine - INFO - Epoch(train) [33][6500/8541] lr: 3.0976e-05 eta: 2:31:38 time: 0.3320 data_time: 0.0141 memory: 6888 loss: 0.4510 loss_cls: 0.1385 loss_bbox: 0.3125 2022/11/14 21:52:57 - mmengine - INFO - Epoch(train) [33][6550/8541] lr: 3.0911e-05 eta: 2:31:21 time: 0.3392 data_time: 0.0136 memory: 7955 loss: 0.4501 loss_cls: 0.1412 loss_bbox: 0.3089 2022/11/14 21:53:13 - mmengine - INFO - Epoch(train) [33][6600/8541] lr: 3.0846e-05 eta: 2:31:05 time: 0.3310 data_time: 0.0139 memory: 7153 loss: 0.4258 loss_cls: 0.1275 loss_bbox: 0.2983 2022/11/14 21:53:30 - mmengine - INFO - Epoch(train) [33][6650/8541] lr: 3.0781e-05 eta: 2:30:48 time: 0.3285 data_time: 0.0143 memory: 7231 loss: 0.4181 loss_cls: 0.1257 loss_bbox: 0.2924 2022/11/14 21:53:42 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 21:53:47 - mmengine - INFO - Epoch(train) [33][6700/8541] lr: 3.0717e-05 eta: 2:30:32 time: 0.3359 data_time: 0.0145 memory: 8423 loss: 0.4234 loss_cls: 0.1243 loss_bbox: 0.2991 2022/11/14 21:54:03 - mmengine - INFO - Epoch(train) [33][6750/8541] lr: 3.0652e-05 eta: 2:30:16 time: 0.3380 data_time: 0.0139 memory: 8688 loss: 0.4198 loss_cls: 0.1229 loss_bbox: 0.2970 2022/11/14 21:54:20 - mmengine - INFO - Epoch(train) [33][6800/8541] lr: 3.0588e-05 eta: 2:29:59 time: 0.3353 data_time: 0.0141 memory: 8171 loss: 0.4388 loss_cls: 0.1351 loss_bbox: 0.3036 2022/11/14 21:54:38 - mmengine - INFO - Epoch(train) [33][6850/8541] lr: 3.0523e-05 eta: 2:29:43 time: 0.3442 data_time: 0.0142 memory: 8324 loss: 0.4415 loss_cls: 0.1316 loss_bbox: 0.3098 2022/11/14 21:54:54 - mmengine - INFO - Epoch(train) [33][6900/8541] lr: 3.0459e-05 eta: 2:29:26 time: 0.3296 data_time: 0.0142 memory: 7793 loss: 0.4184 loss_cls: 0.1240 loss_bbox: 0.2944 2022/11/14 21:55:11 - mmengine - INFO - Epoch(train) [33][6950/8541] lr: 3.0395e-05 eta: 2:29:10 time: 0.3331 data_time: 0.0143 memory: 7204 loss: 0.4342 loss_cls: 0.1303 loss_bbox: 0.3040 2022/11/14 21:55:28 - mmengine - INFO - Epoch(train) [33][7000/8541] lr: 3.0331e-05 eta: 2:28:54 time: 0.3329 data_time: 0.0142 memory: 7019 loss: 0.4258 loss_cls: 0.1289 loss_bbox: 0.2969 2022/11/14 21:55:44 - mmengine - INFO - Epoch(train) [33][7050/8541] lr: 3.0267e-05 eta: 2:28:37 time: 0.3381 data_time: 0.0142 memory: 9019 loss: 0.4351 loss_cls: 0.1254 loss_bbox: 0.3097 2022/11/14 21:56:02 - mmengine - INFO - Epoch(train) [33][7100/8541] lr: 3.0203e-05 eta: 2:28:21 time: 0.3448 data_time: 0.0141 memory: 7874 loss: 0.4453 loss_cls: 0.1353 loss_bbox: 0.3100 2022/11/14 21:56:19 - mmengine - INFO - Epoch(train) [33][7150/8541] lr: 3.0140e-05 eta: 2:28:04 time: 0.3380 data_time: 0.0141 memory: 7184 loss: 0.4385 loss_cls: 0.1306 loss_bbox: 0.3079 2022/11/14 21:56:36 - mmengine - INFO - Epoch(train) [33][7200/8541] lr: 3.0076e-05 eta: 2:27:48 time: 0.3349 data_time: 0.0142 memory: 8165 loss: 0.4275 loss_cls: 0.1262 loss_bbox: 0.3012 2022/11/14 21:56:52 - mmengine - INFO - Epoch(train) [33][7250/8541] lr: 3.0013e-05 eta: 2:27:32 time: 0.3231 data_time: 0.0141 memory: 7150 loss: 0.4301 loss_cls: 0.1282 loss_bbox: 0.3019 2022/11/14 21:57:09 - mmengine - INFO - Epoch(train) [33][7300/8541] lr: 2.9949e-05 eta: 2:27:15 time: 0.3364 data_time: 0.0136 memory: 7702 loss: 0.4425 loss_cls: 0.1318 loss_bbox: 0.3107 2022/11/14 21:57:25 - mmengine - INFO - Epoch(train) [33][7350/8541] lr: 2.9886e-05 eta: 2:26:59 time: 0.3280 data_time: 0.0141 memory: 7419 loss: 0.4440 loss_cls: 0.1347 loss_bbox: 0.3093 2022/11/14 21:57:42 - mmengine - INFO - Epoch(train) [33][7400/8541] lr: 2.9823e-05 eta: 2:26:42 time: 0.3339 data_time: 0.0139 memory: 6944 loss: 0.4385 loss_cls: 0.1328 loss_bbox: 0.3057 2022/11/14 21:57:58 - mmengine - INFO - Epoch(train) [33][7450/8541] lr: 2.9760e-05 eta: 2:26:26 time: 0.3313 data_time: 0.0138 memory: 7258 loss: 0.4257 loss_cls: 0.1259 loss_bbox: 0.2998 2022/11/14 21:58:16 - mmengine - INFO - Epoch(train) [33][7500/8541] lr: 2.9697e-05 eta: 2:26:09 time: 0.3395 data_time: 0.0140 memory: 8336 loss: 0.4447 loss_cls: 0.1320 loss_bbox: 0.3127 2022/11/14 21:58:32 - mmengine - INFO - Epoch(train) [33][7550/8541] lr: 2.9634e-05 eta: 2:25:53 time: 0.3384 data_time: 0.0140 memory: 8409 loss: 0.4287 loss_cls: 0.1283 loss_bbox: 0.3004 2022/11/14 21:58:49 - mmengine - INFO - Epoch(train) [33][7600/8541] lr: 2.9571e-05 eta: 2:25:37 time: 0.3339 data_time: 0.0140 memory: 7813 loss: 0.4385 loss_cls: 0.1289 loss_bbox: 0.3096 2022/11/14 21:59:06 - mmengine - INFO - Epoch(train) [33][7650/8541] lr: 2.9509e-05 eta: 2:25:20 time: 0.3367 data_time: 0.0141 memory: 7574 loss: 0.4295 loss_cls: 0.1256 loss_bbox: 0.3039 2022/11/14 21:59:19 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 21:59:23 - mmengine - INFO - Epoch(train) [33][7700/8541] lr: 2.9446e-05 eta: 2:25:04 time: 0.3332 data_time: 0.0140 memory: 6942 loss: 0.4322 loss_cls: 0.1245 loss_bbox: 0.3077 2022/11/14 21:59:40 - mmengine - INFO - Epoch(train) [33][7750/8541] lr: 2.9384e-05 eta: 2:24:47 time: 0.3346 data_time: 0.0142 memory: 7028 loss: 0.4313 loss_cls: 0.1293 loss_bbox: 0.3019 2022/11/14 21:59:56 - mmengine - INFO - Epoch(train) [33][7800/8541] lr: 2.9322e-05 eta: 2:24:31 time: 0.3350 data_time: 0.0142 memory: 7245 loss: 0.4132 loss_cls: 0.1220 loss_bbox: 0.2912 2022/11/14 22:00:13 - mmengine - INFO - Epoch(train) [33][7850/8541] lr: 2.9259e-05 eta: 2:24:15 time: 0.3343 data_time: 0.0144 memory: 7015 loss: 0.4389 loss_cls: 0.1315 loss_bbox: 0.3074 2022/11/14 22:00:31 - mmengine - INFO - Epoch(train) [33][7900/8541] lr: 2.9197e-05 eta: 2:23:58 time: 0.3496 data_time: 0.0143 memory: 8651 loss: 0.4362 loss_cls: 0.1267 loss_bbox: 0.3095 2022/11/14 22:00:47 - mmengine - INFO - Epoch(train) [33][7950/8541] lr: 2.9135e-05 eta: 2:23:42 time: 0.3272 data_time: 0.0139 memory: 7317 loss: 0.4423 loss_cls: 0.1336 loss_bbox: 0.3086 2022/11/14 22:01:04 - mmengine - INFO - Epoch(train) [33][8000/8541] lr: 2.9073e-05 eta: 2:23:25 time: 0.3333 data_time: 0.0147 memory: 7532 loss: 0.4338 loss_cls: 0.1323 loss_bbox: 0.3015 2022/11/14 22:01:21 - mmengine - INFO - Epoch(train) [33][8050/8541] lr: 2.9012e-05 eta: 2:23:09 time: 0.3354 data_time: 0.0140 memory: 7650 loss: 0.4472 loss_cls: 0.1331 loss_bbox: 0.3140 2022/11/14 22:01:38 - mmengine - INFO - Epoch(train) [33][8100/8541] lr: 2.8950e-05 eta: 2:22:52 time: 0.3353 data_time: 0.0143 memory: 7406 loss: 0.4300 loss_cls: 0.1289 loss_bbox: 0.3010 2022/11/14 22:01:55 - mmengine - INFO - Epoch(train) [33][8150/8541] lr: 2.8888e-05 eta: 2:22:36 time: 0.3432 data_time: 0.0145 memory: 7361 loss: 0.4202 loss_cls: 0.1227 loss_bbox: 0.2975 2022/11/14 22:02:12 - mmengine - INFO - Epoch(train) [33][8200/8541] lr: 2.8827e-05 eta: 2:22:20 time: 0.3348 data_time: 0.0143 memory: 7264 loss: 0.4169 loss_cls: 0.1220 loss_bbox: 0.2950 2022/11/14 22:02:28 - mmengine - INFO - Epoch(train) [33][8250/8541] lr: 2.8766e-05 eta: 2:22:03 time: 0.3365 data_time: 0.0142 memory: 7370 loss: 0.4323 loss_cls: 0.1292 loss_bbox: 0.3031 2022/11/14 22:02:45 - mmengine - INFO - Epoch(train) [33][8300/8541] lr: 2.8704e-05 eta: 2:21:47 time: 0.3347 data_time: 0.0146 memory: 6919 loss: 0.4388 loss_cls: 0.1299 loss_bbox: 0.3089 2022/11/14 22:03:02 - mmengine - INFO - Epoch(train) [33][8350/8541] lr: 2.8643e-05 eta: 2:21:30 time: 0.3348 data_time: 0.0142 memory: 8108 loss: 0.4223 loss_cls: 0.1263 loss_bbox: 0.2960 2022/11/14 22:03:19 - mmengine - INFO - Epoch(train) [33][8400/8541] lr: 2.8582e-05 eta: 2:21:14 time: 0.3388 data_time: 0.0140 memory: 7497 loss: 0.4563 loss_cls: 0.1397 loss_bbox: 0.3166 2022/11/14 22:03:36 - mmengine - INFO - Epoch(train) [33][8450/8541] lr: 2.8521e-05 eta: 2:20:58 time: 0.3347 data_time: 0.0144 memory: 8259 loss: 0.4584 loss_cls: 0.1404 loss_bbox: 0.3180 2022/11/14 22:03:53 - mmengine - INFO - Epoch(train) [33][8500/8541] lr: 2.8460e-05 eta: 2:20:41 time: 0.3403 data_time: 0.0144 memory: 7206 loss: 0.4520 loss_cls: 0.1382 loss_bbox: 0.3138 2022/11/14 22:04:07 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 22:04:24 - mmengine - INFO - Epoch(train) [34][50/8541] lr: 2.8350e-05 eta: 2:20:11 time: 0.3520 data_time: 0.0259 memory: 8483 loss: 0.4453 loss_cls: 0.1324 loss_bbox: 0.3130 2022/11/14 22:04:41 - mmengine - INFO - Epoch(train) [34][100/8541] lr: 2.8290e-05 eta: 2:19:55 time: 0.3356 data_time: 0.0145 memory: 7776 loss: 0.4300 loss_cls: 0.1235 loss_bbox: 0.3065 2022/11/14 22:04:57 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 22:04:58 - mmengine - INFO - Epoch(train) [34][150/8541] lr: 2.8229e-05 eta: 2:19:39 time: 0.3415 data_time: 0.0143 memory: 7803 loss: 0.4251 loss_cls: 0.1228 loss_bbox: 0.3023 2022/11/14 22:05:15 - mmengine - INFO - Epoch(train) [34][200/8541] lr: 2.8169e-05 eta: 2:19:22 time: 0.3425 data_time: 0.0148 memory: 7758 loss: 0.4339 loss_cls: 0.1257 loss_bbox: 0.3082 2022/11/14 22:05:33 - mmengine - INFO - Epoch(train) [34][250/8541] lr: 2.8109e-05 eta: 2:19:06 time: 0.3432 data_time: 0.0144 memory: 7179 loss: 0.4176 loss_cls: 0.1212 loss_bbox: 0.2964 2022/11/14 22:05:49 - mmengine - INFO - Epoch(train) [34][300/8541] lr: 2.8049e-05 eta: 2:18:49 time: 0.3370 data_time: 0.0141 memory: 8279 loss: 0.4417 loss_cls: 0.1318 loss_bbox: 0.3098 2022/11/14 22:06:06 - mmengine - INFO - Epoch(train) [34][350/8541] lr: 2.7989e-05 eta: 2:18:33 time: 0.3348 data_time: 0.0146 memory: 6986 loss: 0.4432 loss_cls: 0.1326 loss_bbox: 0.3106 2022/11/14 22:06:23 - mmengine - INFO - Epoch(train) [34][400/8541] lr: 2.7929e-05 eta: 2:18:17 time: 0.3360 data_time: 0.0144 memory: 7386 loss: 0.4242 loss_cls: 0.1250 loss_bbox: 0.2992 2022/11/14 22:06:40 - mmengine - INFO - Epoch(train) [34][450/8541] lr: 2.7869e-05 eta: 2:18:00 time: 0.3356 data_time: 0.0145 memory: 6945 loss: 0.4360 loss_cls: 0.1296 loss_bbox: 0.3064 2022/11/14 22:06:57 - mmengine - INFO - Epoch(train) [34][500/8541] lr: 2.7809e-05 eta: 2:17:44 time: 0.3363 data_time: 0.0143 memory: 7191 loss: 0.4190 loss_cls: 0.1225 loss_bbox: 0.2965 2022/11/14 22:07:14 - mmengine - INFO - Epoch(train) [34][550/8541] lr: 2.7750e-05 eta: 2:17:27 time: 0.3338 data_time: 0.0142 memory: 7106 loss: 0.4324 loss_cls: 0.1294 loss_bbox: 0.3030 2022/11/14 22:07:31 - mmengine - INFO - Epoch(train) [34][600/8541] lr: 2.7690e-05 eta: 2:17:11 time: 0.3394 data_time: 0.0141 memory: 7542 loss: 0.4198 loss_cls: 0.1226 loss_bbox: 0.2972 2022/11/14 22:07:48 - mmengine - INFO - Epoch(train) [34][650/8541] lr: 2.7631e-05 eta: 2:16:54 time: 0.3392 data_time: 0.0144 memory: 7290 loss: 0.4371 loss_cls: 0.1311 loss_bbox: 0.3061 2022/11/14 22:08:04 - mmengine - INFO - Epoch(train) [34][700/8541] lr: 2.7572e-05 eta: 2:16:38 time: 0.3360 data_time: 0.0144 memory: 6960 loss: 0.4201 loss_cls: 0.1226 loss_bbox: 0.2975 2022/11/14 22:08:21 - mmengine - INFO - Epoch(train) [34][750/8541] lr: 2.7513e-05 eta: 2:16:22 time: 0.3332 data_time: 0.0144 memory: 7056 loss: 0.4270 loss_cls: 0.1256 loss_bbox: 0.3014 2022/11/14 22:08:39 - mmengine - INFO - Epoch(train) [34][800/8541] lr: 2.7454e-05 eta: 2:16:05 time: 0.3468 data_time: 0.0143 memory: 9048 loss: 0.4305 loss_cls: 0.1289 loss_bbox: 0.3016 2022/11/14 22:08:55 - mmengine - INFO - Epoch(train) [34][850/8541] lr: 2.7395e-05 eta: 2:15:49 time: 0.3269 data_time: 0.0140 memory: 7226 loss: 0.4325 loss_cls: 0.1300 loss_bbox: 0.3025 2022/11/14 22:09:12 - mmengine - INFO - Epoch(train) [34][900/8541] lr: 2.7336e-05 eta: 2:15:32 time: 0.3371 data_time: 0.0146 memory: 7150 loss: 0.4368 loss_cls: 0.1296 loss_bbox: 0.3072 2022/11/14 22:09:29 - mmengine - INFO - Epoch(train) [34][950/8541] lr: 2.7277e-05 eta: 2:15:16 time: 0.3322 data_time: 0.0146 memory: 6978 loss: 0.4333 loss_cls: 0.1298 loss_bbox: 0.3035 2022/11/14 22:09:46 - mmengine - INFO - Epoch(train) [34][1000/8541] lr: 2.7219e-05 eta: 2:15:00 time: 0.3429 data_time: 0.0140 memory: 7875 loss: 0.4382 loss_cls: 0.1288 loss_bbox: 0.3094 2022/11/14 22:10:03 - mmengine - INFO - Epoch(train) [34][1050/8541] lr: 2.7160e-05 eta: 2:14:43 time: 0.3357 data_time: 0.0140 memory: 7789 loss: 0.4296 loss_cls: 0.1288 loss_bbox: 0.3008 2022/11/14 22:10:19 - mmengine - INFO - Epoch(train) [34][1100/8541] lr: 2.7102e-05 eta: 2:14:27 time: 0.3357 data_time: 0.0140 memory: 8072 loss: 0.4391 loss_cls: 0.1319 loss_bbox: 0.3072 2022/11/14 22:10:36 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 22:10:37 - mmengine - INFO - Epoch(train) [34][1150/8541] lr: 2.7044e-05 eta: 2:14:10 time: 0.3437 data_time: 0.0144 memory: 7753 loss: 0.4468 loss_cls: 0.1320 loss_bbox: 0.3148 2022/11/14 22:10:54 - mmengine - INFO - Epoch(train) [34][1200/8541] lr: 2.6986e-05 eta: 2:13:54 time: 0.3386 data_time: 0.0141 memory: 7905 loss: 0.4291 loss_cls: 0.1272 loss_bbox: 0.3020 2022/11/14 22:11:11 - mmengine - INFO - Epoch(train) [34][1250/8541] lr: 2.6928e-05 eta: 2:13:38 time: 0.3408 data_time: 0.0142 memory: 7304 loss: 0.4254 loss_cls: 0.1250 loss_bbox: 0.3004 2022/11/14 22:11:27 - mmengine - INFO - Epoch(train) [34][1300/8541] lr: 2.6870e-05 eta: 2:13:21 time: 0.3317 data_time: 0.0139 memory: 7993 loss: 0.4238 loss_cls: 0.1273 loss_bbox: 0.2965 2022/11/14 22:11:44 - mmengine - INFO - Epoch(train) [34][1350/8541] lr: 2.6812e-05 eta: 2:13:05 time: 0.3316 data_time: 0.0138 memory: 8278 loss: 0.4292 loss_cls: 0.1214 loss_bbox: 0.3077 2022/11/14 22:12:00 - mmengine - INFO - Epoch(train) [34][1400/8541] lr: 2.6754e-05 eta: 2:12:48 time: 0.3218 data_time: 0.0142 memory: 6941 loss: 0.4392 loss_cls: 0.1327 loss_bbox: 0.3065 2022/11/14 22:12:18 - mmengine - INFO - Epoch(train) [34][1450/8541] lr: 2.6697e-05 eta: 2:12:32 time: 0.3473 data_time: 0.0140 memory: 9056 loss: 0.4241 loss_cls: 0.1219 loss_bbox: 0.3021 2022/11/14 22:12:35 - mmengine - INFO - Epoch(train) [34][1500/8541] lr: 2.6639e-05 eta: 2:12:15 time: 0.3507 data_time: 0.0144 memory: 8322 loss: 0.4352 loss_cls: 0.1254 loss_bbox: 0.3098 2022/11/14 22:12:52 - mmengine - INFO - Epoch(train) [34][1550/8541] lr: 2.6582e-05 eta: 2:11:59 time: 0.3408 data_time: 0.0137 memory: 8725 loss: 0.4280 loss_cls: 0.1224 loss_bbox: 0.3055 2022/11/14 22:13:09 - mmengine - INFO - Epoch(train) [34][1600/8541] lr: 2.6525e-05 eta: 2:11:43 time: 0.3348 data_time: 0.0139 memory: 7227 loss: 0.4361 loss_cls: 0.1324 loss_bbox: 0.3037 2022/11/14 22:13:26 - mmengine - INFO - Epoch(train) [34][1650/8541] lr: 2.6467e-05 eta: 2:11:26 time: 0.3295 data_time: 0.0140 memory: 7348 loss: 0.4202 loss_cls: 0.1229 loss_bbox: 0.2973 2022/11/14 22:13:42 - mmengine - INFO - Epoch(train) [34][1700/8541] lr: 2.6410e-05 eta: 2:11:10 time: 0.3304 data_time: 0.0141 memory: 7123 loss: 0.4298 loss_cls: 0.1267 loss_bbox: 0.3031 2022/11/14 22:13:59 - mmengine - INFO - Epoch(train) [34][1750/8541] lr: 2.6354e-05 eta: 2:10:53 time: 0.3346 data_time: 0.0138 memory: 7307 loss: 0.4341 loss_cls: 0.1280 loss_bbox: 0.3061 2022/11/14 22:14:16 - mmengine - INFO - Epoch(train) [34][1800/8541] lr: 2.6297e-05 eta: 2:10:37 time: 0.3287 data_time: 0.0144 memory: 7203 loss: 0.4415 loss_cls: 0.1301 loss_bbox: 0.3114 2022/11/14 22:14:32 - mmengine - INFO - Epoch(train) [34][1850/8541] lr: 2.6240e-05 eta: 2:10:20 time: 0.3311 data_time: 0.0139 memory: 7162 loss: 0.4155 loss_cls: 0.1247 loss_bbox: 0.2908 2022/11/14 22:14:49 - mmengine - INFO - Epoch(train) [34][1900/8541] lr: 2.6183e-05 eta: 2:10:04 time: 0.3316 data_time: 0.0139 memory: 7285 loss: 0.4310 loss_cls: 0.1263 loss_bbox: 0.3047 2022/11/14 22:15:06 - mmengine - INFO - Epoch(train) [34][1950/8541] lr: 2.6127e-05 eta: 2:09:48 time: 0.3378 data_time: 0.0142 memory: 8449 loss: 0.4229 loss_cls: 0.1220 loss_bbox: 0.3008 2022/11/14 22:15:22 - mmengine - INFO - Epoch(train) [34][2000/8541] lr: 2.6071e-05 eta: 2:09:31 time: 0.3304 data_time: 0.0140 memory: 7142 loss: 0.4233 loss_cls: 0.1250 loss_bbox: 0.2984 2022/11/14 22:15:39 - mmengine - INFO - Epoch(train) [34][2050/8541] lr: 2.6014e-05 eta: 2:09:15 time: 0.3372 data_time: 0.0143 memory: 8185 loss: 0.4483 loss_cls: 0.1342 loss_bbox: 0.3141 2022/11/14 22:15:56 - mmengine - INFO - Epoch(train) [34][2100/8541] lr: 2.5958e-05 eta: 2:08:58 time: 0.3355 data_time: 0.0144 memory: 7813 loss: 0.4439 loss_cls: 0.1318 loss_bbox: 0.3122 2022/11/14 22:16:12 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 22:16:13 - mmengine - INFO - Epoch(train) [34][2150/8541] lr: 2.5902e-05 eta: 2:08:42 time: 0.3335 data_time: 0.0140 memory: 7439 loss: 0.4329 loss_cls: 0.1281 loss_bbox: 0.3048 2022/11/14 22:16:30 - mmengine - INFO - Epoch(train) [34][2200/8541] lr: 2.5846e-05 eta: 2:08:25 time: 0.3344 data_time: 0.0138 memory: 7841 loss: 0.4287 loss_cls: 0.1257 loss_bbox: 0.3030 2022/11/14 22:16:46 - mmengine - INFO - Epoch(train) [34][2250/8541] lr: 2.5790e-05 eta: 2:08:09 time: 0.3349 data_time: 0.0142 memory: 8162 loss: 0.4365 loss_cls: 0.1316 loss_bbox: 0.3049 2022/11/14 22:17:03 - mmengine - INFO - Epoch(train) [34][2300/8541] lr: 2.5735e-05 eta: 2:07:53 time: 0.3293 data_time: 0.0143 memory: 7199 loss: 0.4324 loss_cls: 0.1297 loss_bbox: 0.3026 2022/11/14 22:17:20 - mmengine - INFO - Epoch(train) [34][2350/8541] lr: 2.5679e-05 eta: 2:07:36 time: 0.3322 data_time: 0.0140 memory: 8041 loss: 0.4260 loss_cls: 0.1229 loss_bbox: 0.3031 2022/11/14 22:17:36 - mmengine - INFO - Epoch(train) [34][2400/8541] lr: 2.5623e-05 eta: 2:07:20 time: 0.3282 data_time: 0.0140 memory: 6910 loss: 0.4241 loss_cls: 0.1245 loss_bbox: 0.2996 2022/11/14 22:17:53 - mmengine - INFO - Epoch(train) [34][2450/8541] lr: 2.5568e-05 eta: 2:07:03 time: 0.3406 data_time: 0.0143 memory: 9020 loss: 0.4206 loss_cls: 0.1200 loss_bbox: 0.3005 2022/11/14 22:18:10 - mmengine - INFO - Epoch(train) [34][2500/8541] lr: 2.5513e-05 eta: 2:06:47 time: 0.3306 data_time: 0.0139 memory: 7626 loss: 0.4404 loss_cls: 0.1315 loss_bbox: 0.3088 2022/11/14 22:18:27 - mmengine - INFO - Epoch(train) [34][2550/8541] lr: 2.5458e-05 eta: 2:06:30 time: 0.3348 data_time: 0.0142 memory: 7210 loss: 0.4020 loss_cls: 0.1124 loss_bbox: 0.2895 2022/11/14 22:18:44 - mmengine - INFO - Epoch(train) [34][2600/8541] lr: 2.5403e-05 eta: 2:06:14 time: 0.3399 data_time: 0.0141 memory: 7576 loss: 0.4353 loss_cls: 0.1272 loss_bbox: 0.3081 2022/11/14 22:19:00 - mmengine - INFO - Epoch(train) [34][2650/8541] lr: 2.5348e-05 eta: 2:05:58 time: 0.3308 data_time: 0.0139 memory: 7153 loss: 0.4368 loss_cls: 0.1319 loss_bbox: 0.3048 2022/11/14 22:19:17 - mmengine - INFO - Epoch(train) [34][2700/8541] lr: 2.5293e-05 eta: 2:05:41 time: 0.3436 data_time: 0.0146 memory: 7855 loss: 0.4229 loss_cls: 0.1251 loss_bbox: 0.2978 2022/11/14 22:19:34 - mmengine - INFO - Epoch(train) [34][2750/8541] lr: 2.5238e-05 eta: 2:05:25 time: 0.3248 data_time: 0.0137 memory: 7675 loss: 0.4331 loss_cls: 0.1305 loss_bbox: 0.3025 2022/11/14 22:19:50 - mmengine - INFO - Epoch(train) [34][2800/8541] lr: 2.5183e-05 eta: 2:05:08 time: 0.3259 data_time: 0.0139 memory: 7034 loss: 0.4233 loss_cls: 0.1279 loss_bbox: 0.2954 2022/11/14 22:20:07 - mmengine - INFO - Epoch(train) [34][2850/8541] lr: 2.5129e-05 eta: 2:04:52 time: 0.3358 data_time: 0.0145 memory: 7444 loss: 0.4237 loss_cls: 0.1265 loss_bbox: 0.2973 2022/11/14 22:20:24 - mmengine - INFO - Epoch(train) [34][2900/8541] lr: 2.5075e-05 eta: 2:04:35 time: 0.3395 data_time: 0.0140 memory: 7963 loss: 0.4327 loss_cls: 0.1260 loss_bbox: 0.3067 2022/11/14 22:20:41 - mmengine - INFO - Epoch(train) [34][2950/8541] lr: 2.5020e-05 eta: 2:04:19 time: 0.3358 data_time: 0.0142 memory: 7277 loss: 0.4475 loss_cls: 0.1362 loss_bbox: 0.3113 2022/11/14 22:20:57 - mmengine - INFO - Epoch(train) [34][3000/8541] lr: 2.4966e-05 eta: 2:04:03 time: 0.3305 data_time: 0.0136 memory: 7091 loss: 0.4440 loss_cls: 0.1315 loss_bbox: 0.3125 2022/11/14 22:21:14 - mmengine - INFO - Epoch(train) [34][3050/8541] lr: 2.4912e-05 eta: 2:03:46 time: 0.3382 data_time: 0.0141 memory: 7793 loss: 0.4339 loss_cls: 0.1269 loss_bbox: 0.3070 2022/11/14 22:21:32 - mmengine - INFO - Epoch(train) [34][3100/8541] lr: 2.4858e-05 eta: 2:03:30 time: 0.3454 data_time: 0.0141 memory: 7376 loss: 0.4272 loss_cls: 0.1254 loss_bbox: 0.3019 2022/11/14 22:21:47 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 22:21:48 - mmengine - INFO - Epoch(train) [34][3150/8541] lr: 2.4804e-05 eta: 2:03:13 time: 0.3267 data_time: 0.0140 memory: 7763 loss: 0.4366 loss_cls: 0.1275 loss_bbox: 0.3092 2022/11/14 22:22:05 - mmengine - INFO - Epoch(train) [34][3200/8541] lr: 2.4751e-05 eta: 2:02:57 time: 0.3351 data_time: 0.0144 memory: 7623 loss: 0.4417 loss_cls: 0.1346 loss_bbox: 0.3071 2022/11/14 22:22:22 - mmengine - INFO - Epoch(train) [34][3250/8541] lr: 2.4697e-05 eta: 2:02:40 time: 0.3373 data_time: 0.0144 memory: 7508 loss: 0.4210 loss_cls: 0.1257 loss_bbox: 0.2952 2022/11/14 22:22:39 - mmengine - INFO - Epoch(train) [34][3300/8541] lr: 2.4643e-05 eta: 2:02:24 time: 0.3449 data_time: 0.0143 memory: 7841 loss: 0.4331 loss_cls: 0.1290 loss_bbox: 0.3041 2022/11/14 22:22:56 - mmengine - INFO - Epoch(train) [34][3350/8541] lr: 2.4590e-05 eta: 2:02:08 time: 0.3350 data_time: 0.0142 memory: 8408 loss: 0.4222 loss_cls: 0.1262 loss_bbox: 0.2960 2022/11/14 22:23:13 - mmengine - INFO - Epoch(train) [34][3400/8541] lr: 2.4537e-05 eta: 2:01:51 time: 0.3377 data_time: 0.0138 memory: 9518 loss: 0.4271 loss_cls: 0.1305 loss_bbox: 0.2966 2022/11/14 22:23:29 - mmengine - INFO - Epoch(train) [34][3450/8541] lr: 2.4484e-05 eta: 2:01:35 time: 0.3272 data_time: 0.0138 memory: 7743 loss: 0.4399 loss_cls: 0.1354 loss_bbox: 0.3045 2022/11/14 22:23:46 - mmengine - INFO - Epoch(train) [34][3500/8541] lr: 2.4430e-05 eta: 2:01:18 time: 0.3393 data_time: 0.0141 memory: 8331 loss: 0.4317 loss_cls: 0.1255 loss_bbox: 0.3063 2022/11/14 22:24:03 - mmengine - INFO - Epoch(train) [34][3550/8541] lr: 2.4378e-05 eta: 2:01:02 time: 0.3381 data_time: 0.0141 memory: 8412 loss: 0.4528 loss_cls: 0.1367 loss_bbox: 0.3161 2022/11/14 22:24:20 - mmengine - INFO - Epoch(train) [34][3600/8541] lr: 2.4325e-05 eta: 2:00:45 time: 0.3310 data_time: 0.0140 memory: 8585 loss: 0.4293 loss_cls: 0.1311 loss_bbox: 0.2982 2022/11/14 22:24:37 - mmengine - INFO - Epoch(train) [34][3650/8541] lr: 2.4272e-05 eta: 2:00:29 time: 0.3305 data_time: 0.0137 memory: 7436 loss: 0.4422 loss_cls: 0.1343 loss_bbox: 0.3079 2022/11/14 22:24:53 - mmengine - INFO - Epoch(train) [34][3700/8541] lr: 2.4219e-05 eta: 2:00:13 time: 0.3334 data_time: 0.0144 memory: 7076 loss: 0.4439 loss_cls: 0.1335 loss_bbox: 0.3104 2022/11/14 22:25:10 - mmengine - INFO - Epoch(train) [34][3750/8541] lr: 2.4167e-05 eta: 1:59:56 time: 0.3274 data_time: 0.0138 memory: 7118 loss: 0.4273 loss_cls: 0.1279 loss_bbox: 0.2994 2022/11/14 22:25:27 - mmengine - INFO - Epoch(train) [34][3800/8541] lr: 2.4114e-05 eta: 1:59:40 time: 0.3409 data_time: 0.0136 memory: 7318 loss: 0.4086 loss_cls: 0.1198 loss_bbox: 0.2889 2022/11/14 22:25:43 - mmengine - INFO - Epoch(train) [34][3850/8541] lr: 2.4062e-05 eta: 1:59:23 time: 0.3323 data_time: 0.0140 memory: 7087 loss: 0.4445 loss_cls: 0.1363 loss_bbox: 0.3083 2022/11/14 22:26:01 - mmengine - INFO - Epoch(train) [34][3900/8541] lr: 2.4010e-05 eta: 1:59:07 time: 0.3473 data_time: 0.0144 memory: 7860 loss: 0.4379 loss_cls: 0.1286 loss_bbox: 0.3093 2022/11/14 22:26:18 - mmengine - INFO - Epoch(train) [34][3950/8541] lr: 2.3958e-05 eta: 1:58:51 time: 0.3414 data_time: 0.0134 memory: 7415 loss: 0.4160 loss_cls: 0.1200 loss_bbox: 0.2959 2022/11/14 22:26:34 - mmengine - INFO - Epoch(train) [34][4000/8541] lr: 2.3906e-05 eta: 1:58:34 time: 0.3259 data_time: 0.0134 memory: 6899 loss: 0.4084 loss_cls: 0.1191 loss_bbox: 0.2893 2022/11/14 22:26:51 - mmengine - INFO - Epoch(train) [34][4050/8541] lr: 2.3854e-05 eta: 1:58:18 time: 0.3349 data_time: 0.0139 memory: 7471 loss: 0.4297 loss_cls: 0.1243 loss_bbox: 0.3054 2022/11/14 22:27:08 - mmengine - INFO - Epoch(train) [34][4100/8541] lr: 2.3802e-05 eta: 1:58:01 time: 0.3329 data_time: 0.0133 memory: 7196 loss: 0.4489 loss_cls: 0.1310 loss_bbox: 0.3180 2022/11/14 22:27:24 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 22:27:25 - mmengine - INFO - Epoch(train) [34][4150/8541] lr: 2.3751e-05 eta: 1:57:45 time: 0.3374 data_time: 0.0136 memory: 7840 loss: 0.4350 loss_cls: 0.1278 loss_bbox: 0.3072 2022/11/14 22:27:42 - mmengine - INFO - Epoch(train) [34][4200/8541] lr: 2.3699e-05 eta: 1:57:28 time: 0.3344 data_time: 0.0130 memory: 7769 loss: 0.4262 loss_cls: 0.1250 loss_bbox: 0.3011 2022/11/14 22:27:59 - mmengine - INFO - Epoch(train) [34][4250/8541] lr: 2.3648e-05 eta: 1:57:12 time: 0.3410 data_time: 0.0134 memory: 7578 loss: 0.4267 loss_cls: 0.1230 loss_bbox: 0.3037 2022/11/14 22:28:15 - mmengine - INFO - Epoch(train) [34][4300/8541] lr: 2.3597e-05 eta: 1:56:55 time: 0.3267 data_time: 0.0131 memory: 6776 loss: 0.4391 loss_cls: 0.1282 loss_bbox: 0.3109 2022/11/14 22:28:32 - mmengine - INFO - Epoch(train) [34][4350/8541] lr: 2.3546e-05 eta: 1:56:39 time: 0.3293 data_time: 0.0130 memory: 7110 loss: 0.4324 loss_cls: 0.1283 loss_bbox: 0.3040 2022/11/14 22:28:48 - mmengine - INFO - Epoch(train) [34][4400/8541] lr: 2.3495e-05 eta: 1:56:23 time: 0.3313 data_time: 0.0131 memory: 8274 loss: 0.4264 loss_cls: 0.1263 loss_bbox: 0.3001 2022/11/14 22:29:05 - mmengine - INFO - Epoch(train) [34][4450/8541] lr: 2.3444e-05 eta: 1:56:06 time: 0.3383 data_time: 0.0135 memory: 10543 loss: 0.4546 loss_cls: 0.1385 loss_bbox: 0.3161 2022/11/14 22:29:22 - mmengine - INFO - Epoch(train) [34][4500/8541] lr: 2.3393e-05 eta: 1:55:50 time: 0.3330 data_time: 0.0141 memory: 7420 loss: 0.4431 loss_cls: 0.1348 loss_bbox: 0.3084 2022/11/14 22:29:39 - mmengine - INFO - Epoch(train) [34][4550/8541] lr: 2.3342e-05 eta: 1:55:33 time: 0.3357 data_time: 0.0136 memory: 7682 loss: 0.4307 loss_cls: 0.1265 loss_bbox: 0.3042 2022/11/14 22:29:56 - mmengine - INFO - Epoch(train) [34][4600/8541] lr: 2.3291e-05 eta: 1:55:17 time: 0.3387 data_time: 0.0137 memory: 7532 loss: 0.4192 loss_cls: 0.1236 loss_bbox: 0.2957 2022/11/14 22:30:13 - mmengine - INFO - Epoch(train) [34][4650/8541] lr: 2.3241e-05 eta: 1:55:00 time: 0.3454 data_time: 0.0134 memory: 7909 loss: 0.4441 loss_cls: 0.1339 loss_bbox: 0.3103 2022/11/14 22:30:30 - mmengine - INFO - Epoch(train) [34][4700/8541] lr: 2.3191e-05 eta: 1:54:44 time: 0.3370 data_time: 0.0138 memory: 7203 loss: 0.4313 loss_cls: 0.1267 loss_bbox: 0.3046 2022/11/14 22:30:47 - mmengine - INFO - Epoch(train) [34][4750/8541] lr: 2.3140e-05 eta: 1:54:28 time: 0.3384 data_time: 0.0130 memory: 7927 loss: 0.4393 loss_cls: 0.1312 loss_bbox: 0.3081 2022/11/14 22:31:04 - mmengine - INFO - Epoch(train) [34][4800/8541] lr: 2.3090e-05 eta: 1:54:11 time: 0.3376 data_time: 0.0137 memory: 8100 loss: 0.4281 loss_cls: 0.1257 loss_bbox: 0.3024 2022/11/14 22:31:21 - mmengine - INFO - Epoch(train) [34][4850/8541] lr: 2.3040e-05 eta: 1:53:55 time: 0.3357 data_time: 0.0134 memory: 7482 loss: 0.4433 loss_cls: 0.1326 loss_bbox: 0.3107 2022/11/14 22:31:38 - mmengine - INFO - Epoch(train) [34][4900/8541] lr: 2.2990e-05 eta: 1:53:38 time: 0.3368 data_time: 0.0135 memory: 7374 loss: 0.4172 loss_cls: 0.1189 loss_bbox: 0.2983 2022/11/14 22:31:55 - mmengine - INFO - Epoch(train) [34][4950/8541] lr: 2.2940e-05 eta: 1:53:22 time: 0.3419 data_time: 0.0137 memory: 7857 loss: 0.4428 loss_cls: 0.1321 loss_bbox: 0.3107 2022/11/14 22:32:11 - mmengine - INFO - Epoch(train) [34][5000/8541] lr: 2.2891e-05 eta: 1:53:06 time: 0.3310 data_time: 0.0137 memory: 7304 loss: 0.4176 loss_cls: 0.1230 loss_bbox: 0.2946 2022/11/14 22:32:28 - mmengine - INFO - Epoch(train) [34][5050/8541] lr: 2.2841e-05 eta: 1:52:49 time: 0.3350 data_time: 0.0136 memory: 7421 loss: 0.4418 loss_cls: 0.1299 loss_bbox: 0.3119 2022/11/14 22:32:45 - mmengine - INFO - Epoch(train) [34][5100/8541] lr: 2.2792e-05 eta: 1:52:33 time: 0.3361 data_time: 0.0134 memory: 7719 loss: 0.4356 loss_cls: 0.1275 loss_bbox: 0.3081 2022/11/14 22:33:01 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 22:33:02 - mmengine - INFO - Epoch(train) [34][5150/8541] lr: 2.2742e-05 eta: 1:52:16 time: 0.3352 data_time: 0.0135 memory: 7642 loss: 0.4166 loss_cls: 0.1267 loss_bbox: 0.2899 2022/11/14 22:33:19 - mmengine - INFO - Epoch(train) [34][5200/8541] lr: 2.2693e-05 eta: 1:52:00 time: 0.3357 data_time: 0.0136 memory: 7864 loss: 0.4352 loss_cls: 0.1281 loss_bbox: 0.3072 2022/11/14 22:33:36 - mmengine - INFO - Epoch(train) [34][5250/8541] lr: 2.2644e-05 eta: 1:51:43 time: 0.3391 data_time: 0.0135 memory: 7326 loss: 0.4253 loss_cls: 0.1265 loss_bbox: 0.2988 2022/11/14 22:33:53 - mmengine - INFO - Epoch(train) [34][5300/8541] lr: 2.2595e-05 eta: 1:51:27 time: 0.3335 data_time: 0.0135 memory: 7048 loss: 0.4371 loss_cls: 0.1304 loss_bbox: 0.3067 2022/11/14 22:34:10 - mmengine - INFO - Epoch(train) [34][5350/8541] lr: 2.2546e-05 eta: 1:51:11 time: 0.3400 data_time: 0.0135 memory: 7250 loss: 0.4188 loss_cls: 0.1211 loss_bbox: 0.2977 2022/11/14 22:34:26 - mmengine - INFO - Epoch(train) [34][5400/8541] lr: 2.2497e-05 eta: 1:50:54 time: 0.3348 data_time: 0.0134 memory: 7559 loss: 0.4302 loss_cls: 0.1261 loss_bbox: 0.3041 2022/11/14 22:34:44 - mmengine - INFO - Epoch(train) [34][5450/8541] lr: 2.2449e-05 eta: 1:50:38 time: 0.3459 data_time: 0.0137 memory: 8856 loss: 0.4323 loss_cls: 0.1258 loss_bbox: 0.3065 2022/11/14 22:35:01 - mmengine - INFO - Epoch(train) [34][5500/8541] lr: 2.2400e-05 eta: 1:50:21 time: 0.3371 data_time: 0.0138 memory: 8137 loss: 0.4352 loss_cls: 0.1292 loss_bbox: 0.3060 2022/11/14 22:35:17 - mmengine - INFO - Epoch(train) [34][5550/8541] lr: 2.2352e-05 eta: 1:50:05 time: 0.3294 data_time: 0.0135 memory: 8754 loss: 0.4308 loss_cls: 0.1287 loss_bbox: 0.3021 2022/11/14 22:35:34 - mmengine - INFO - Epoch(train) [34][5600/8541] lr: 2.2303e-05 eta: 1:49:48 time: 0.3413 data_time: 0.0136 memory: 7580 loss: 0.4308 loss_cls: 0.1240 loss_bbox: 0.3067 2022/11/14 22:35:51 - mmengine - INFO - Epoch(train) [34][5650/8541] lr: 2.2255e-05 eta: 1:49:32 time: 0.3363 data_time: 0.0137 memory: 8341 loss: 0.4195 loss_cls: 0.1231 loss_bbox: 0.2963 2022/11/14 22:36:08 - mmengine - INFO - Epoch(train) [34][5700/8541] lr: 2.2207e-05 eta: 1:49:16 time: 0.3340 data_time: 0.0136 memory: 7116 loss: 0.4431 loss_cls: 0.1352 loss_bbox: 0.3078 2022/11/14 22:36:25 - mmengine - INFO - Epoch(train) [34][5750/8541] lr: 2.2159e-05 eta: 1:48:59 time: 0.3415 data_time: 0.0139 memory: 8344 loss: 0.4305 loss_cls: 0.1277 loss_bbox: 0.3028 2022/11/14 22:36:42 - mmengine - INFO - Epoch(train) [34][5800/8541] lr: 2.2111e-05 eta: 1:48:43 time: 0.3301 data_time: 0.0137 memory: 7496 loss: 0.4371 loss_cls: 0.1328 loss_bbox: 0.3043 2022/11/14 22:36:59 - mmengine - INFO - Epoch(train) [34][5850/8541] lr: 2.2063e-05 eta: 1:48:26 time: 0.3441 data_time: 0.0137 memory: 8345 loss: 0.4443 loss_cls: 0.1326 loss_bbox: 0.3117 2022/11/14 22:37:16 - mmengine - INFO - Epoch(train) [34][5900/8541] lr: 2.2016e-05 eta: 1:48:10 time: 0.3370 data_time: 0.0140 memory: 7432 loss: 0.4385 loss_cls: 0.1285 loss_bbox: 0.3100 2022/11/14 22:37:33 - mmengine - INFO - Epoch(train) [34][5950/8541] lr: 2.1968e-05 eta: 1:47:53 time: 0.3439 data_time: 0.0147 memory: 7209 loss: 0.4441 loss_cls: 0.1346 loss_bbox: 0.3095 2022/11/14 22:37:51 - mmengine - INFO - Epoch(train) [34][6000/8541] lr: 2.1921e-05 eta: 1:47:37 time: 0.3473 data_time: 0.0139 memory: 8142 loss: 0.4329 loss_cls: 0.1269 loss_bbox: 0.3061 2022/11/14 22:38:08 - mmengine - INFO - Epoch(train) [34][6050/8541] lr: 2.1874e-05 eta: 1:47:21 time: 0.3417 data_time: 0.0139 memory: 8940 loss: 0.4286 loss_cls: 0.1270 loss_bbox: 0.3016 2022/11/14 22:38:24 - mmengine - INFO - Epoch(train) [34][6100/8541] lr: 2.1826e-05 eta: 1:47:04 time: 0.3305 data_time: 0.0139 memory: 7002 loss: 0.4195 loss_cls: 0.1241 loss_bbox: 0.2954 2022/11/14 22:38:40 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 22:38:41 - mmengine - INFO - Epoch(train) [34][6150/8541] lr: 2.1779e-05 eta: 1:46:48 time: 0.3336 data_time: 0.0137 memory: 7321 loss: 0.4239 loss_cls: 0.1240 loss_bbox: 0.2999 2022/11/14 22:38:59 - mmengine - INFO - Epoch(train) [34][6200/8541] lr: 2.1732e-05 eta: 1:46:31 time: 0.3523 data_time: 0.0135 memory: 8397 loss: 0.4160 loss_cls: 0.1178 loss_bbox: 0.2981 2022/11/14 22:39:16 - mmengine - INFO - Epoch(train) [34][6250/8541] lr: 2.1685e-05 eta: 1:46:15 time: 0.3416 data_time: 0.0139 memory: 7466 loss: 0.4310 loss_cls: 0.1245 loss_bbox: 0.3065 2022/11/14 22:39:33 - mmengine - INFO - Epoch(train) [34][6300/8541] lr: 2.1639e-05 eta: 1:45:59 time: 0.3408 data_time: 0.0138 memory: 8359 loss: 0.4266 loss_cls: 0.1232 loss_bbox: 0.3034 2022/11/14 22:39:50 - mmengine - INFO - Epoch(train) [34][6350/8541] lr: 2.1592e-05 eta: 1:45:42 time: 0.3307 data_time: 0.0133 memory: 6951 loss: 0.4186 loss_cls: 0.1243 loss_bbox: 0.2944 2022/11/14 22:40:07 - mmengine - INFO - Epoch(train) [34][6400/8541] lr: 2.1546e-05 eta: 1:45:26 time: 0.3401 data_time: 0.0141 memory: 7993 loss: 0.4312 loss_cls: 0.1275 loss_bbox: 0.3037 2022/11/14 22:40:24 - mmengine - INFO - Epoch(train) [34][6450/8541] lr: 2.1499e-05 eta: 1:45:09 time: 0.3449 data_time: 0.0141 memory: 8079 loss: 0.4268 loss_cls: 0.1256 loss_bbox: 0.3012 2022/11/14 22:40:41 - mmengine - INFO - Epoch(train) [34][6500/8541] lr: 2.1453e-05 eta: 1:44:53 time: 0.3448 data_time: 0.0136 memory: 7997 loss: 0.4151 loss_cls: 0.1197 loss_bbox: 0.2953 2022/11/14 22:40:58 - mmengine - INFO - Epoch(train) [34][6550/8541] lr: 2.1407e-05 eta: 1:44:36 time: 0.3391 data_time: 0.0140 memory: 7791 loss: 0.4294 loss_cls: 0.1249 loss_bbox: 0.3045 2022/11/14 22:41:15 - mmengine - INFO - Epoch(train) [34][6600/8541] lr: 2.1361e-05 eta: 1:44:20 time: 0.3314 data_time: 0.0138 memory: 7399 loss: 0.4053 loss_cls: 0.1165 loss_bbox: 0.2887 2022/11/14 22:41:32 - mmengine - INFO - Epoch(train) [34][6650/8541] lr: 2.1315e-05 eta: 1:44:04 time: 0.3417 data_time: 0.0140 memory: 7224 loss: 0.4180 loss_cls: 0.1194 loss_bbox: 0.2985 2022/11/14 22:41:49 - mmengine - INFO - Epoch(train) [34][6700/8541] lr: 2.1269e-05 eta: 1:43:47 time: 0.3386 data_time: 0.0137 memory: 7194 loss: 0.4383 loss_cls: 0.1307 loss_bbox: 0.3076 2022/11/14 22:42:06 - mmengine - INFO - Epoch(train) [34][6750/8541] lr: 2.1223e-05 eta: 1:43:31 time: 0.3386 data_time: 0.0139 memory: 7340 loss: 0.4059 loss_cls: 0.1213 loss_bbox: 0.2846 2022/11/14 22:42:23 - mmengine - INFO - Epoch(train) [34][6800/8541] lr: 2.1178e-05 eta: 1:43:14 time: 0.3401 data_time: 0.0141 memory: 7848 loss: 0.4249 loss_cls: 0.1228 loss_bbox: 0.3021 2022/11/14 22:42:40 - mmengine - INFO - Epoch(train) [34][6850/8541] lr: 2.1132e-05 eta: 1:42:58 time: 0.3459 data_time: 0.0135 memory: 7626 loss: 0.4104 loss_cls: 0.1202 loss_bbox: 0.2902 2022/11/14 22:42:57 - mmengine - INFO - Epoch(train) [34][6900/8541] lr: 2.1087e-05 eta: 1:42:42 time: 0.3344 data_time: 0.0140 memory: 7984 loss: 0.4370 loss_cls: 0.1325 loss_bbox: 0.3045 2022/11/14 22:43:14 - mmengine - INFO - Epoch(train) [34][6950/8541] lr: 2.1042e-05 eta: 1:42:25 time: 0.3421 data_time: 0.0143 memory: 6986 loss: 0.4267 loss_cls: 0.1240 loss_bbox: 0.3027 2022/11/14 22:43:31 - mmengine - INFO - Epoch(train) [34][7000/8541] lr: 2.0996e-05 eta: 1:42:09 time: 0.3343 data_time: 0.0139 memory: 7203 loss: 0.4311 loss_cls: 0.1280 loss_bbox: 0.3030 2022/11/14 22:43:48 - mmengine - INFO - Epoch(train) [34][7050/8541] lr: 2.0951e-05 eta: 1:41:52 time: 0.3302 data_time: 0.0138 memory: 8123 loss: 0.4242 loss_cls: 0.1233 loss_bbox: 0.3009 2022/11/14 22:44:05 - mmengine - INFO - Epoch(train) [34][7100/8541] lr: 2.0907e-05 eta: 1:41:36 time: 0.3400 data_time: 0.0137 memory: 8280 loss: 0.4264 loss_cls: 0.1276 loss_bbox: 0.2988 2022/11/14 22:44:21 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 22:44:22 - mmengine - INFO - Epoch(train) [34][7150/8541] lr: 2.0862e-05 eta: 1:41:19 time: 0.3343 data_time: 0.0143 memory: 8071 loss: 0.4263 loss_cls: 0.1278 loss_bbox: 0.2985 2022/11/14 22:44:39 - mmengine - INFO - Epoch(train) [34][7200/8541] lr: 2.0817e-05 eta: 1:41:03 time: 0.3416 data_time: 0.0136 memory: 7311 loss: 0.4498 loss_cls: 0.1341 loss_bbox: 0.3158 2022/11/14 22:44:55 - mmengine - INFO - Epoch(train) [34][7250/8541] lr: 2.0773e-05 eta: 1:40:46 time: 0.3299 data_time: 0.0143 memory: 6771 loss: 0.4325 loss_cls: 0.1268 loss_bbox: 0.3057 2022/11/14 22:45:12 - mmengine - INFO - Epoch(train) [34][7300/8541] lr: 2.0728e-05 eta: 1:40:30 time: 0.3363 data_time: 0.0141 memory: 7332 loss: 0.4227 loss_cls: 0.1216 loss_bbox: 0.3011 2022/11/14 22:45:29 - mmengine - INFO - Epoch(train) [34][7350/8541] lr: 2.0684e-05 eta: 1:40:14 time: 0.3368 data_time: 0.0144 memory: 7296 loss: 0.4323 loss_cls: 0.1301 loss_bbox: 0.3022 2022/11/14 22:45:46 - mmengine - INFO - Epoch(train) [34][7400/8541] lr: 2.0640e-05 eta: 1:39:57 time: 0.3369 data_time: 0.0137 memory: 8298 loss: 0.4248 loss_cls: 0.1270 loss_bbox: 0.2978 2022/11/14 22:46:03 - mmengine - INFO - Epoch(train) [34][7450/8541] lr: 2.0596e-05 eta: 1:39:41 time: 0.3353 data_time: 0.0140 memory: 6787 loss: 0.4232 loss_cls: 0.1255 loss_bbox: 0.2977 2022/11/14 22:46:20 - mmengine - INFO - Epoch(train) [34][7500/8541] lr: 2.0552e-05 eta: 1:39:24 time: 0.3362 data_time: 0.0142 memory: 7737 loss: 0.4460 loss_cls: 0.1308 loss_bbox: 0.3152 2022/11/14 22:46:37 - mmengine - INFO - Epoch(train) [34][7550/8541] lr: 2.0508e-05 eta: 1:39:08 time: 0.3440 data_time: 0.0137 memory: 7882 loss: 0.4161 loss_cls: 0.1238 loss_bbox: 0.2923 2022/11/14 22:46:54 - mmengine - INFO - Epoch(train) [34][7600/8541] lr: 2.0464e-05 eta: 1:38:51 time: 0.3333 data_time: 0.0139 memory: 7681 loss: 0.4203 loss_cls: 0.1206 loss_bbox: 0.2997 2022/11/14 22:47:11 - mmengine - INFO - Epoch(train) [34][7650/8541] lr: 2.0420e-05 eta: 1:38:35 time: 0.3393 data_time: 0.0137 memory: 8033 loss: 0.4313 loss_cls: 0.1264 loss_bbox: 0.3049 2022/11/14 22:47:27 - mmengine - INFO - Epoch(train) [34][7700/8541] lr: 2.0377e-05 eta: 1:38:19 time: 0.3265 data_time: 0.0135 memory: 7032 loss: 0.4318 loss_cls: 0.1289 loss_bbox: 0.3030 2022/11/14 22:47:44 - mmengine - INFO - Epoch(train) [34][7750/8541] lr: 2.0333e-05 eta: 1:38:02 time: 0.3343 data_time: 0.0138 memory: 7503 loss: 0.4270 loss_cls: 0.1277 loss_bbox: 0.2993 2022/11/14 22:48:01 - mmengine - INFO - Epoch(train) [34][7800/8541] lr: 2.0290e-05 eta: 1:37:46 time: 0.3332 data_time: 0.0142 memory: 6883 loss: 0.4240 loss_cls: 0.1245 loss_bbox: 0.2995 2022/11/14 22:48:17 - mmengine - INFO - Epoch(train) [34][7850/8541] lr: 2.0247e-05 eta: 1:37:29 time: 0.3324 data_time: 0.0136 memory: 7286 loss: 0.4293 loss_cls: 0.1265 loss_bbox: 0.3028 2022/11/14 22:48:34 - mmengine - INFO - Epoch(train) [34][7900/8541] lr: 2.0204e-05 eta: 1:37:13 time: 0.3391 data_time: 0.0140 memory: 7487 loss: 0.4376 loss_cls: 0.1293 loss_bbox: 0.3083 2022/11/14 22:48:51 - mmengine - INFO - Epoch(train) [34][7950/8541] lr: 2.0161e-05 eta: 1:36:56 time: 0.3389 data_time: 0.0139 memory: 8989 loss: 0.4194 loss_cls: 0.1188 loss_bbox: 0.3006 2022/11/14 22:49:08 - mmengine - INFO - Epoch(train) [34][8000/8541] lr: 2.0118e-05 eta: 1:36:40 time: 0.3352 data_time: 0.0138 memory: 6817 loss: 0.4209 loss_cls: 0.1245 loss_bbox: 0.2964 2022/11/14 22:49:25 - mmengine - INFO - Epoch(train) [34][8050/8541] lr: 2.0075e-05 eta: 1:36:24 time: 0.3394 data_time: 0.0139 memory: 7147 loss: 0.4448 loss_cls: 0.1361 loss_bbox: 0.3087 2022/11/14 22:49:42 - mmengine - INFO - Epoch(train) [34][8100/8541] lr: 2.0033e-05 eta: 1:36:07 time: 0.3397 data_time: 0.0139 memory: 7695 loss: 0.4384 loss_cls: 0.1299 loss_bbox: 0.3085 2022/11/14 22:49:58 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 22:49:59 - mmengine - INFO - Epoch(train) [34][8150/8541] lr: 1.9990e-05 eta: 1:35:51 time: 0.3357 data_time: 0.0138 memory: 6994 loss: 0.4284 loss_cls: 0.1250 loss_bbox: 0.3034 2022/11/14 22:50:16 - mmengine - INFO - Epoch(train) [34][8200/8541] lr: 1.9948e-05 eta: 1:35:34 time: 0.3369 data_time: 0.0141 memory: 8717 loss: 0.4189 loss_cls: 0.1198 loss_bbox: 0.2992 2022/11/14 22:50:33 - mmengine - INFO - Epoch(train) [34][8250/8541] lr: 1.9906e-05 eta: 1:35:18 time: 0.3361 data_time: 0.0136 memory: 8290 loss: 0.4230 loss_cls: 0.1253 loss_bbox: 0.2978 2022/11/14 22:50:50 - mmengine - INFO - Epoch(train) [34][8300/8541] lr: 1.9864e-05 eta: 1:35:01 time: 0.3352 data_time: 0.0140 memory: 7445 loss: 0.4306 loss_cls: 0.1290 loss_bbox: 0.3015 2022/11/14 22:51:06 - mmengine - INFO - Epoch(train) [34][8350/8541] lr: 1.9822e-05 eta: 1:34:45 time: 0.3344 data_time: 0.0142 memory: 6985 loss: 0.4098 loss_cls: 0.1206 loss_bbox: 0.2892 2022/11/14 22:51:23 - mmengine - INFO - Epoch(train) [34][8400/8541] lr: 1.9780e-05 eta: 1:34:28 time: 0.3399 data_time: 0.0138 memory: 7414 loss: 0.4399 loss_cls: 0.1309 loss_bbox: 0.3090 2022/11/14 22:51:41 - mmengine - INFO - Epoch(train) [34][8450/8541] lr: 1.9738e-05 eta: 1:34:12 time: 0.3412 data_time: 0.0139 memory: 8525 loss: 0.4398 loss_cls: 0.1288 loss_bbox: 0.3110 2022/11/14 22:51:57 - mmengine - INFO - Epoch(train) [34][8500/8541] lr: 1.9696e-05 eta: 1:33:56 time: 0.3342 data_time: 0.0139 memory: 7080 loss: 0.4410 loss_cls: 0.1299 loss_bbox: 0.3110 2022/11/14 22:52:11 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 22:52:29 - mmengine - INFO - Epoch(train) [35][50/8541] lr: 1.9621e-05 eta: 1:33:26 time: 0.3511 data_time: 0.0234 memory: 7381 loss: 0.4245 loss_cls: 0.1260 loss_bbox: 0.2986 2022/11/14 22:52:45 - mmengine - INFO - Epoch(train) [35][100/8541] lr: 1.9580e-05 eta: 1:33:09 time: 0.3293 data_time: 0.0138 memory: 7540 loss: 0.4260 loss_cls: 0.1256 loss_bbox: 0.3004 2022/11/14 22:53:02 - mmengine - INFO - Epoch(train) [35][150/8541] lr: 1.9538e-05 eta: 1:32:53 time: 0.3425 data_time: 0.0142 memory: 7240 loss: 0.4239 loss_cls: 0.1233 loss_bbox: 0.3006 2022/11/14 22:53:19 - mmengine - INFO - Epoch(train) [35][200/8541] lr: 1.9497e-05 eta: 1:32:36 time: 0.3397 data_time: 0.0138 memory: 7857 loss: 0.4167 loss_cls: 0.1209 loss_bbox: 0.2958 2022/11/14 22:53:36 - mmengine - INFO - Epoch(train) [35][250/8541] lr: 1.9456e-05 eta: 1:32:20 time: 0.3319 data_time: 0.0139 memory: 6670 loss: 0.4170 loss_cls: 0.1253 loss_bbox: 0.2918 2022/11/14 22:53:53 - mmengine - INFO - Epoch(train) [35][300/8541] lr: 1.9415e-05 eta: 1:32:04 time: 0.3412 data_time: 0.0139 memory: 7472 loss: 0.4246 loss_cls: 0.1237 loss_bbox: 0.3009 2022/11/14 22:54:10 - mmengine - INFO - Epoch(train) [35][350/8541] lr: 1.9375e-05 eta: 1:31:47 time: 0.3346 data_time: 0.0139 memory: 7673 loss: 0.4272 loss_cls: 0.1237 loss_bbox: 0.3035 2022/11/14 22:54:27 - mmengine - INFO - Epoch(train) [35][400/8541] lr: 1.9334e-05 eta: 1:31:31 time: 0.3399 data_time: 0.0144 memory: 7061 loss: 0.4272 loss_cls: 0.1243 loss_bbox: 0.3029 2022/11/14 22:54:44 - mmengine - INFO - Epoch(train) [35][450/8541] lr: 1.9294e-05 eta: 1:31:14 time: 0.3447 data_time: 0.0140 memory: 7496 loss: 0.4113 loss_cls: 0.1158 loss_bbox: 0.2955 2022/11/14 22:55:01 - mmengine - INFO - Epoch(train) [35][500/8541] lr: 1.9253e-05 eta: 1:30:58 time: 0.3344 data_time: 0.0138 memory: 7001 loss: 0.4163 loss_cls: 0.1236 loss_bbox: 0.2927 2022/11/14 22:55:18 - mmengine - INFO - Epoch(train) [35][550/8541] lr: 1.9213e-05 eta: 1:30:41 time: 0.3405 data_time: 0.0138 memory: 7129 loss: 0.4253 loss_cls: 0.1251 loss_bbox: 0.3002 2022/11/14 22:55:35 - mmengine - INFO - Epoch(train) [35][600/8541] lr: 1.9173e-05 eta: 1:30:25 time: 0.3347 data_time: 0.0140 memory: 7445 loss: 0.4077 loss_cls: 0.1133 loss_bbox: 0.2944 2022/11/14 22:55:37 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 22:55:52 - mmengine - INFO - Epoch(train) [35][650/8541] lr: 1.9133e-05 eta: 1:30:09 time: 0.3344 data_time: 0.0136 memory: 7737 loss: 0.4143 loss_cls: 0.1199 loss_bbox: 0.2943 2022/11/14 22:56:09 - mmengine - INFO - Epoch(train) [35][700/8541] lr: 1.9093e-05 eta: 1:29:52 time: 0.3348 data_time: 0.0143 memory: 8341 loss: 0.4235 loss_cls: 0.1237 loss_bbox: 0.2998 2022/11/14 22:56:25 - mmengine - INFO - Epoch(train) [35][750/8541] lr: 1.9053e-05 eta: 1:29:36 time: 0.3365 data_time: 0.0140 memory: 8900 loss: 0.4271 loss_cls: 0.1249 loss_bbox: 0.3023 2022/11/14 22:56:43 - mmengine - INFO - Epoch(train) [35][800/8541] lr: 1.9013e-05 eta: 1:29:19 time: 0.3425 data_time: 0.0139 memory: 7494 loss: 0.4391 loss_cls: 0.1298 loss_bbox: 0.3093 2022/11/14 22:57:00 - mmengine - INFO - Epoch(train) [35][850/8541] lr: 1.8974e-05 eta: 1:29:03 time: 0.3406 data_time: 0.0140 memory: 7533 loss: 0.4276 loss_cls: 0.1231 loss_bbox: 0.3044 2022/11/14 22:57:17 - mmengine - INFO - Epoch(train) [35][900/8541] lr: 1.8934e-05 eta: 1:28:46 time: 0.3369 data_time: 0.0137 memory: 7697 loss: 0.4293 loss_cls: 0.1261 loss_bbox: 0.3032 2022/11/14 22:57:33 - mmengine - INFO - Epoch(train) [35][950/8541] lr: 1.8895e-05 eta: 1:28:30 time: 0.3339 data_time: 0.0138 memory: 7008 loss: 0.4171 loss_cls: 0.1225 loss_bbox: 0.2946 2022/11/14 22:57:50 - mmengine - INFO - Epoch(train) [35][1000/8541] lr: 1.8856e-05 eta: 1:28:13 time: 0.3328 data_time: 0.0140 memory: 7808 loss: 0.4226 loss_cls: 0.1228 loss_bbox: 0.2997 2022/11/14 22:58:07 - mmengine - INFO - Epoch(train) [35][1050/8541] lr: 1.8817e-05 eta: 1:27:57 time: 0.3371 data_time: 0.0140 memory: 7230 loss: 0.4335 loss_cls: 0.1288 loss_bbox: 0.3047 2022/11/14 22:58:24 - mmengine - INFO - Epoch(train) [35][1100/8541] lr: 1.8778e-05 eta: 1:27:41 time: 0.3350 data_time: 0.0146 memory: 6998 loss: 0.4289 loss_cls: 0.1303 loss_bbox: 0.2986 2022/11/14 22:58:41 - mmengine - INFO - Epoch(train) [35][1150/8541] lr: 1.8739e-05 eta: 1:27:24 time: 0.3441 data_time: 0.0142 memory: 8102 loss: 0.4340 loss_cls: 0.1309 loss_bbox: 0.3031 2022/11/14 22:58:58 - mmengine - INFO - Epoch(train) [35][1200/8541] lr: 1.8700e-05 eta: 1:27:08 time: 0.3422 data_time: 0.0136 memory: 8424 loss: 0.4143 loss_cls: 0.1166 loss_bbox: 0.2977 2022/11/14 22:59:15 - mmengine - INFO - Epoch(train) [35][1250/8541] lr: 1.8661e-05 eta: 1:26:51 time: 0.3320 data_time: 0.0141 memory: 7771 loss: 0.4397 loss_cls: 0.1314 loss_bbox: 0.3084 2022/11/14 22:59:32 - mmengine - INFO - Epoch(train) [35][1300/8541] lr: 1.8623e-05 eta: 1:26:35 time: 0.3402 data_time: 0.0141 memory: 7414 loss: 0.4214 loss_cls: 0.1236 loss_bbox: 0.2978 2022/11/14 22:59:49 - mmengine - INFO - Epoch(train) [35][1350/8541] lr: 1.8584e-05 eta: 1:26:18 time: 0.3425 data_time: 0.0141 memory: 7397 loss: 0.4144 loss_cls: 0.1199 loss_bbox: 0.2945 2022/11/14 23:00:06 - mmengine - INFO - Epoch(train) [35][1400/8541] lr: 1.8546e-05 eta: 1:26:02 time: 0.3336 data_time: 0.0139 memory: 7307 loss: 0.4207 loss_cls: 0.1255 loss_bbox: 0.2952 2022/11/14 23:00:23 - mmengine - INFO - Epoch(train) [35][1450/8541] lr: 1.8508e-05 eta: 1:25:46 time: 0.3424 data_time: 0.0145 memory: 7652 loss: 0.4276 loss_cls: 0.1294 loss_bbox: 0.2982 2022/11/14 23:00:40 - mmengine - INFO - Epoch(train) [35][1500/8541] lr: 1.8470e-05 eta: 1:25:29 time: 0.3363 data_time: 0.0140 memory: 7299 loss: 0.4207 loss_cls: 0.1224 loss_bbox: 0.2984 2022/11/14 23:00:57 - mmengine - INFO - Epoch(train) [35][1550/8541] lr: 1.8432e-05 eta: 1:25:13 time: 0.3363 data_time: 0.0140 memory: 7848 loss: 0.4241 loss_cls: 0.1188 loss_bbox: 0.3054 2022/11/14 23:01:14 - mmengine - INFO - Epoch(train) [35][1600/8541] lr: 1.8394e-05 eta: 1:24:56 time: 0.3392 data_time: 0.0135 memory: 8306 loss: 0.4120 loss_cls: 0.1122 loss_bbox: 0.2998 2022/11/14 23:01:16 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 23:01:31 - mmengine - INFO - Epoch(train) [35][1650/8541] lr: 1.8357e-05 eta: 1:24:40 time: 0.3380 data_time: 0.0145 memory: 7938 loss: 0.4409 loss_cls: 0.1320 loss_bbox: 0.3089 2022/11/14 23:01:48 - mmengine - INFO - Epoch(train) [35][1700/8541] lr: 1.8319e-05 eta: 1:24:23 time: 0.3457 data_time: 0.0140 memory: 7931 loss: 0.4245 loss_cls: 0.1243 loss_bbox: 0.3002 2022/11/14 23:02:05 - mmengine - INFO - Epoch(train) [35][1750/8541] lr: 1.8281e-05 eta: 1:24:07 time: 0.3386 data_time: 0.0137 memory: 7613 loss: 0.4053 loss_cls: 0.1165 loss_bbox: 0.2888 2022/11/14 23:02:22 - mmengine - INFO - Epoch(train) [35][1800/8541] lr: 1.8244e-05 eta: 1:23:50 time: 0.3371 data_time: 0.0140 memory: 7909 loss: 0.4232 loss_cls: 0.1248 loss_bbox: 0.2984 2022/11/14 23:02:39 - mmengine - INFO - Epoch(train) [35][1850/8541] lr: 1.8207e-05 eta: 1:23:34 time: 0.3420 data_time: 0.0141 memory: 8413 loss: 0.4075 loss_cls: 0.1186 loss_bbox: 0.2889 2022/11/14 23:02:56 - mmengine - INFO - Epoch(train) [35][1900/8541] lr: 1.8170e-05 eta: 1:23:18 time: 0.3323 data_time: 0.0138 memory: 7368 loss: 0.4178 loss_cls: 0.1204 loss_bbox: 0.2974 2022/11/14 23:03:13 - mmengine - INFO - Epoch(train) [35][1950/8541] lr: 1.8133e-05 eta: 1:23:01 time: 0.3347 data_time: 0.0139 memory: 7310 loss: 0.4109 loss_cls: 0.1167 loss_bbox: 0.2942 2022/11/14 23:03:29 - mmengine - INFO - Epoch(train) [35][2000/8541] lr: 1.8096e-05 eta: 1:22:45 time: 0.3313 data_time: 0.0139 memory: 7226 loss: 0.4280 loss_cls: 0.1265 loss_bbox: 0.3015 2022/11/14 23:03:46 - mmengine - INFO - Epoch(train) [35][2050/8541] lr: 1.8059e-05 eta: 1:22:28 time: 0.3391 data_time: 0.0139 memory: 7890 loss: 0.4309 loss_cls: 0.1221 loss_bbox: 0.3088 2022/11/14 23:04:03 - mmengine - INFO - Epoch(train) [35][2100/8541] lr: 1.8023e-05 eta: 1:22:12 time: 0.3358 data_time: 0.0139 memory: 7010 loss: 0.4272 loss_cls: 0.1252 loss_bbox: 0.3020 2022/11/14 23:04:20 - mmengine - INFO - Epoch(train) [35][2150/8541] lr: 1.7986e-05 eta: 1:21:55 time: 0.3406 data_time: 0.0141 memory: 7134 loss: 0.4236 loss_cls: 0.1233 loss_bbox: 0.3003 2022/11/14 23:04:38 - mmengine - INFO - Epoch(train) [35][2200/8541] lr: 1.7950e-05 eta: 1:21:39 time: 0.3501 data_time: 0.0147 memory: 8163 loss: 0.4088 loss_cls: 0.1185 loss_bbox: 0.2903 2022/11/14 23:04:55 - mmengine - INFO - Epoch(train) [35][2250/8541] lr: 1.7913e-05 eta: 1:21:23 time: 0.3372 data_time: 0.0139 memory: 7902 loss: 0.4219 loss_cls: 0.1225 loss_bbox: 0.2994 2022/11/14 23:05:11 - mmengine - INFO - Epoch(train) [35][2300/8541] lr: 1.7877e-05 eta: 1:21:06 time: 0.3316 data_time: 0.0144 memory: 7011 loss: 0.4422 loss_cls: 0.1340 loss_bbox: 0.3082 2022/11/14 23:05:29 - mmengine - INFO - Epoch(train) [35][2350/8541] lr: 1.7841e-05 eta: 1:20:50 time: 0.3517 data_time: 0.0146 memory: 8081 loss: 0.4215 loss_cls: 0.1218 loss_bbox: 0.2997 2022/11/14 23:05:46 - mmengine - INFO - Epoch(train) [35][2400/8541] lr: 1.7805e-05 eta: 1:20:33 time: 0.3353 data_time: 0.0142 memory: 7067 loss: 0.4142 loss_cls: 0.1214 loss_bbox: 0.2928 2022/11/14 23:06:03 - mmengine - INFO - Epoch(train) [35][2450/8541] lr: 1.7769e-05 eta: 1:20:17 time: 0.3436 data_time: 0.0145 memory: 7534 loss: 0.4285 loss_cls: 0.1261 loss_bbox: 0.3024 2022/11/14 23:06:20 - mmengine - INFO - Epoch(train) [35][2500/8541] lr: 1.7734e-05 eta: 1:20:00 time: 0.3351 data_time: 0.0144 memory: 7376 loss: 0.4206 loss_cls: 0.1231 loss_bbox: 0.2975 2022/11/14 23:06:37 - mmengine - INFO - Epoch(train) [35][2550/8541] lr: 1.7698e-05 eta: 1:19:44 time: 0.3352 data_time: 0.0142 memory: 7594 loss: 0.4345 loss_cls: 0.1300 loss_bbox: 0.3046 2022/11/14 23:06:54 - mmengine - INFO - Epoch(train) [35][2600/8541] lr: 1.7663e-05 eta: 1:19:27 time: 0.3346 data_time: 0.0138 memory: 8337 loss: 0.4206 loss_cls: 0.1217 loss_bbox: 0.2988 2022/11/14 23:06:56 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 23:07:11 - mmengine - INFO - Epoch(train) [35][2650/8541] lr: 1.7627e-05 eta: 1:19:11 time: 0.3388 data_time: 0.0139 memory: 7506 loss: 0.4149 loss_cls: 0.1190 loss_bbox: 0.2959 2022/11/14 23:07:27 - mmengine - INFO - Epoch(train) [35][2700/8541] lr: 1.7592e-05 eta: 1:18:55 time: 0.3305 data_time: 0.0141 memory: 6858 loss: 0.4299 loss_cls: 0.1252 loss_bbox: 0.3047 2022/11/14 23:07:44 - mmengine - INFO - Epoch(train) [35][2750/8541] lr: 1.7557e-05 eta: 1:18:38 time: 0.3311 data_time: 0.0140 memory: 7572 loss: 0.4254 loss_cls: 0.1276 loss_bbox: 0.2978 2022/11/14 23:08:00 - mmengine - INFO - Epoch(train) [35][2800/8541] lr: 1.7522e-05 eta: 1:18:22 time: 0.3284 data_time: 0.0143 memory: 7012 loss: 0.4521 loss_cls: 0.1333 loss_bbox: 0.3188 2022/11/14 23:08:17 - mmengine - INFO - Epoch(train) [35][2850/8541] lr: 1.7487e-05 eta: 1:18:05 time: 0.3242 data_time: 0.0141 memory: 6888 loss: 0.4124 loss_cls: 0.1206 loss_bbox: 0.2918 2022/11/14 23:08:33 - mmengine - INFO - Epoch(train) [35][2900/8541] lr: 1.7453e-05 eta: 1:17:49 time: 0.3364 data_time: 0.0140 memory: 7587 loss: 0.4139 loss_cls: 0.1174 loss_bbox: 0.2966 2022/11/14 23:08:51 - mmengine - INFO - Epoch(train) [35][2950/8541] lr: 1.7418e-05 eta: 1:17:32 time: 0.3429 data_time: 0.0139 memory: 7870 loss: 0.4330 loss_cls: 0.1277 loss_bbox: 0.3053 2022/11/14 23:09:07 - mmengine - INFO - Epoch(train) [35][3000/8541] lr: 1.7384e-05 eta: 1:17:16 time: 0.3354 data_time: 0.0142 memory: 7465 loss: 0.4248 loss_cls: 0.1268 loss_bbox: 0.2980 2022/11/14 23:09:24 - mmengine - INFO - Epoch(train) [35][3050/8541] lr: 1.7349e-05 eta: 1:16:59 time: 0.3344 data_time: 0.0138 memory: 8574 loss: 0.4282 loss_cls: 0.1240 loss_bbox: 0.3042 2022/11/14 23:09:41 - mmengine - INFO - Epoch(train) [35][3100/8541] lr: 1.7315e-05 eta: 1:16:43 time: 0.3320 data_time: 0.0142 memory: 7250 loss: 0.4267 loss_cls: 0.1288 loss_bbox: 0.2979 2022/11/14 23:09:58 - mmengine - INFO - Epoch(train) [35][3150/8541] lr: 1.7281e-05 eta: 1:16:27 time: 0.3375 data_time: 0.0142 memory: 8690 loss: 0.4298 loss_cls: 0.1274 loss_bbox: 0.3024 2022/11/14 23:10:15 - mmengine - INFO - Epoch(train) [35][3200/8541] lr: 1.7247e-05 eta: 1:16:10 time: 0.3390 data_time: 0.0140 memory: 8261 loss: 0.4600 loss_cls: 0.1390 loss_bbox: 0.3211 2022/11/14 23:10:31 - mmengine - INFO - Epoch(train) [35][3250/8541] lr: 1.7213e-05 eta: 1:15:54 time: 0.3277 data_time: 0.0139 memory: 7028 loss: 0.4453 loss_cls: 0.1355 loss_bbox: 0.3098 2022/11/14 23:10:48 - mmengine - INFO - Epoch(train) [35][3300/8541] lr: 1.7179e-05 eta: 1:15:37 time: 0.3368 data_time: 0.0137 memory: 8286 loss: 0.4392 loss_cls: 0.1254 loss_bbox: 0.3138 2022/11/14 23:11:05 - mmengine - INFO - Epoch(train) [35][3350/8541] lr: 1.7145e-05 eta: 1:15:21 time: 0.3315 data_time: 0.0140 memory: 8103 loss: 0.4297 loss_cls: 0.1270 loss_bbox: 0.3027 2022/11/14 23:11:22 - mmengine - INFO - Epoch(train) [35][3400/8541] lr: 1.7112e-05 eta: 1:15:04 time: 0.3380 data_time: 0.0141 memory: 8142 loss: 0.4110 loss_cls: 0.1193 loss_bbox: 0.2918 2022/11/14 23:11:38 - mmengine - INFO - Epoch(train) [35][3450/8541] lr: 1.7078e-05 eta: 1:14:48 time: 0.3320 data_time: 0.0142 memory: 7572 loss: 0.4294 loss_cls: 0.1245 loss_bbox: 0.3049 2022/11/14 23:11:55 - mmengine - INFO - Epoch(train) [35][3500/8541] lr: 1.7045e-05 eta: 1:14:31 time: 0.3387 data_time: 0.0145 memory: 10544 loss: 0.4227 loss_cls: 0.1277 loss_bbox: 0.2950 2022/11/14 23:12:12 - mmengine - INFO - Epoch(train) [35][3550/8541] lr: 1.7012e-05 eta: 1:14:15 time: 0.3380 data_time: 0.0143 memory: 7793 loss: 0.4495 loss_cls: 0.1381 loss_bbox: 0.3114 2022/11/14 23:12:30 - mmengine - INFO - Epoch(train) [35][3600/8541] lr: 1.6979e-05 eta: 1:13:59 time: 0.3455 data_time: 0.0146 memory: 8156 loss: 0.4470 loss_cls: 0.1360 loss_bbox: 0.3110 2022/11/14 23:12:32 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 23:12:46 - mmengine - INFO - Epoch(train) [35][3650/8541] lr: 1.6946e-05 eta: 1:13:42 time: 0.3313 data_time: 0.0141 memory: 7101 loss: 0.4179 loss_cls: 0.1214 loss_bbox: 0.2965 2022/11/14 23:13:03 - mmengine - INFO - Epoch(train) [35][3700/8541] lr: 1.6913e-05 eta: 1:13:26 time: 0.3332 data_time: 0.0141 memory: 7089 loss: 0.4389 loss_cls: 0.1339 loss_bbox: 0.3050 2022/11/14 23:13:20 - mmengine - INFO - Epoch(train) [35][3750/8541] lr: 1.6880e-05 eta: 1:13:09 time: 0.3337 data_time: 0.0143 memory: 7884 loss: 0.4251 loss_cls: 0.1255 loss_bbox: 0.2996 2022/11/14 23:13:36 - mmengine - INFO - Epoch(train) [35][3800/8541] lr: 1.6848e-05 eta: 1:12:53 time: 0.3302 data_time: 0.0138 memory: 6869 loss: 0.4364 loss_cls: 0.1303 loss_bbox: 0.3061 2022/11/14 23:13:53 - mmengine - INFO - Epoch(train) [35][3850/8541] lr: 1.6815e-05 eta: 1:12:36 time: 0.3298 data_time: 0.0140 memory: 6696 loss: 0.4191 loss_cls: 0.1257 loss_bbox: 0.2933 2022/11/14 23:14:10 - mmengine - INFO - Epoch(train) [35][3900/8541] lr: 1.6783e-05 eta: 1:12:20 time: 0.3439 data_time: 0.0142 memory: 8739 loss: 0.4278 loss_cls: 0.1255 loss_bbox: 0.3023 2022/11/14 23:14:27 - mmengine - INFO - Epoch(train) [35][3950/8541] lr: 1.6751e-05 eta: 1:12:03 time: 0.3352 data_time: 0.0138 memory: 8062 loss: 0.4252 loss_cls: 0.1274 loss_bbox: 0.2978 2022/11/14 23:14:44 - mmengine - INFO - Epoch(train) [35][4000/8541] lr: 1.6719e-05 eta: 1:11:47 time: 0.3408 data_time: 0.0139 memory: 8329 loss: 0.4418 loss_cls: 0.1301 loss_bbox: 0.3117 2022/11/14 23:15:01 - mmengine - INFO - Epoch(train) [35][4050/8541] lr: 1.6687e-05 eta: 1:11:30 time: 0.3367 data_time: 0.0143 memory: 9040 loss: 0.4091 loss_cls: 0.1188 loss_bbox: 0.2903 2022/11/14 23:15:18 - mmengine - INFO - Epoch(train) [35][4100/8541] lr: 1.6655e-05 eta: 1:11:14 time: 0.3435 data_time: 0.0141 memory: 7815 loss: 0.4226 loss_cls: 0.1242 loss_bbox: 0.2984 2022/11/14 23:15:35 - mmengine - INFO - Epoch(train) [35][4150/8541] lr: 1.6623e-05 eta: 1:10:58 time: 0.3325 data_time: 0.0139 memory: 8415 loss: 0.4275 loss_cls: 0.1233 loss_bbox: 0.3042 2022/11/14 23:15:52 - mmengine - INFO - Epoch(train) [35][4200/8541] lr: 1.6591e-05 eta: 1:10:41 time: 0.3352 data_time: 0.0140 memory: 7003 loss: 0.4238 loss_cls: 0.1273 loss_bbox: 0.2964 2022/11/14 23:16:09 - mmengine - INFO - Epoch(train) [35][4250/8541] lr: 1.6560e-05 eta: 1:10:25 time: 0.3332 data_time: 0.0145 memory: 6825 loss: 0.4229 loss_cls: 0.1261 loss_bbox: 0.2968 2022/11/14 23:16:26 - mmengine - INFO - Epoch(train) [35][4300/8541] lr: 1.6528e-05 eta: 1:10:08 time: 0.3413 data_time: 0.0145 memory: 6996 loss: 0.4097 loss_cls: 0.1175 loss_bbox: 0.2922 2022/11/14 23:16:43 - mmengine - INFO - Epoch(train) [35][4350/8541] lr: 1.6497e-05 eta: 1:09:52 time: 0.3392 data_time: 0.0142 memory: 8856 loss: 0.4190 loss_cls: 0.1204 loss_bbox: 0.2987 2022/11/14 23:16:59 - mmengine - INFO - Epoch(train) [35][4400/8541] lr: 1.6466e-05 eta: 1:09:35 time: 0.3294 data_time: 0.0139 memory: 7058 loss: 0.4382 loss_cls: 0.1297 loss_bbox: 0.3085 2022/11/14 23:17:16 - mmengine - INFO - Epoch(train) [35][4450/8541] lr: 1.6435e-05 eta: 1:09:19 time: 0.3428 data_time: 0.0144 memory: 8688 loss: 0.4161 loss_cls: 0.1218 loss_bbox: 0.2943 2022/11/14 23:17:33 - mmengine - INFO - Epoch(train) [35][4500/8541] lr: 1.6404e-05 eta: 1:09:02 time: 0.3349 data_time: 0.0140 memory: 7544 loss: 0.4355 loss_cls: 0.1273 loss_bbox: 0.3082 2022/11/14 23:17:50 - mmengine - INFO - Epoch(train) [35][4550/8541] lr: 1.6373e-05 eta: 1:08:46 time: 0.3407 data_time: 0.0140 memory: 8142 loss: 0.4320 loss_cls: 0.1252 loss_bbox: 0.3069 2022/11/14 23:18:07 - mmengine - INFO - Epoch(train) [35][4600/8541] lr: 1.6343e-05 eta: 1:08:30 time: 0.3330 data_time: 0.0138 memory: 7243 loss: 0.4266 loss_cls: 0.1230 loss_bbox: 0.3036 2022/11/14 23:18:09 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 23:18:24 - mmengine - INFO - Epoch(train) [35][4650/8541] lr: 1.6312e-05 eta: 1:08:13 time: 0.3342 data_time: 0.0142 memory: 6950 loss: 0.4212 loss_cls: 0.1270 loss_bbox: 0.2941 2022/11/14 23:18:41 - mmengine - INFO - Epoch(train) [35][4700/8541] lr: 1.6282e-05 eta: 1:07:57 time: 0.3477 data_time: 0.0140 memory: 8201 loss: 0.4111 loss_cls: 0.1147 loss_bbox: 0.2964 2022/11/14 23:18:58 - mmengine - INFO - Epoch(train) [35][4750/8541] lr: 1.6251e-05 eta: 1:07:40 time: 0.3389 data_time: 0.0139 memory: 7126 loss: 0.4212 loss_cls: 0.1264 loss_bbox: 0.2948 2022/11/14 23:19:15 - mmengine - INFO - Epoch(train) [35][4800/8541] lr: 1.6221e-05 eta: 1:07:24 time: 0.3324 data_time: 0.0142 memory: 7441 loss: 0.4294 loss_cls: 0.1274 loss_bbox: 0.3019 2022/11/14 23:19:32 - mmengine - INFO - Epoch(train) [35][4850/8541] lr: 1.6191e-05 eta: 1:07:07 time: 0.3371 data_time: 0.0138 memory: 7956 loss: 0.4321 loss_cls: 0.1267 loss_bbox: 0.3053 2022/11/14 23:19:49 - mmengine - INFO - Epoch(train) [35][4900/8541] lr: 1.6161e-05 eta: 1:06:51 time: 0.3384 data_time: 0.0140 memory: 7897 loss: 0.4178 loss_cls: 0.1184 loss_bbox: 0.2994 2022/11/14 23:20:06 - mmengine - INFO - Epoch(train) [35][4950/8541] lr: 1.6131e-05 eta: 1:06:34 time: 0.3465 data_time: 0.0143 memory: 8106 loss: 0.4277 loss_cls: 0.1253 loss_bbox: 0.3024 2022/11/14 23:20:23 - mmengine - INFO - Epoch(train) [35][5000/8541] lr: 1.6101e-05 eta: 1:06:18 time: 0.3369 data_time: 0.0140 memory: 6966 loss: 0.4230 loss_cls: 0.1257 loss_bbox: 0.2974 2022/11/14 23:20:40 - mmengine - INFO - Epoch(train) [35][5050/8541] lr: 1.6072e-05 eta: 1:06:02 time: 0.3435 data_time: 0.0138 memory: 8316 loss: 0.4153 loss_cls: 0.1185 loss_bbox: 0.2968 2022/11/14 23:20:57 - mmengine - INFO - Epoch(train) [35][5100/8541] lr: 1.6042e-05 eta: 1:05:45 time: 0.3251 data_time: 0.0140 memory: 7005 loss: 0.4179 loss_cls: 0.1235 loss_bbox: 0.2944 2022/11/14 23:21:14 - mmengine - INFO - Epoch(train) [35][5150/8541] lr: 1.6013e-05 eta: 1:05:29 time: 0.3369 data_time: 0.0142 memory: 7323 loss: 0.4195 loss_cls: 0.1214 loss_bbox: 0.2981 2022/11/14 23:21:31 - mmengine - INFO - Epoch(train) [35][5200/8541] lr: 1.5984e-05 eta: 1:05:12 time: 0.3426 data_time: 0.0139 memory: 7755 loss: 0.4180 loss_cls: 0.1205 loss_bbox: 0.2974 2022/11/14 23:21:48 - mmengine - INFO - Epoch(train) [35][5250/8541] lr: 1.5955e-05 eta: 1:04:56 time: 0.3470 data_time: 0.0144 memory: 7842 loss: 0.4229 loss_cls: 0.1224 loss_bbox: 0.3006 2022/11/14 23:22:05 - mmengine - INFO - Epoch(train) [35][5300/8541] lr: 1.5926e-05 eta: 1:04:39 time: 0.3395 data_time: 0.0140 memory: 7784 loss: 0.4246 loss_cls: 0.1251 loss_bbox: 0.2995 2022/11/14 23:22:22 - mmengine - INFO - Epoch(train) [35][5350/8541] lr: 1.5897e-05 eta: 1:04:23 time: 0.3332 data_time: 0.0139 memory: 7164 loss: 0.4159 loss_cls: 0.1230 loss_bbox: 0.2929 2022/11/14 23:22:39 - mmengine - INFO - Epoch(train) [35][5400/8541] lr: 1.5868e-05 eta: 1:04:06 time: 0.3383 data_time: 0.0142 memory: 6999 loss: 0.4075 loss_cls: 0.1163 loss_bbox: 0.2912 2022/11/14 23:22:56 - mmengine - INFO - Epoch(train) [35][5450/8541] lr: 1.5839e-05 eta: 1:03:50 time: 0.3341 data_time: 0.0142 memory: 7539 loss: 0.4265 loss_cls: 0.1261 loss_bbox: 0.3004 2022/11/14 23:23:13 - mmengine - INFO - Epoch(train) [35][5500/8541] lr: 1.5811e-05 eta: 1:03:34 time: 0.3410 data_time: 0.0140 memory: 8001 loss: 0.4304 loss_cls: 0.1253 loss_bbox: 0.3051 2022/11/14 23:23:30 - mmengine - INFO - Epoch(train) [35][5550/8541] lr: 1.5783e-05 eta: 1:03:17 time: 0.3322 data_time: 0.0140 memory: 7081 loss: 0.4184 loss_cls: 0.1270 loss_bbox: 0.2914 2022/11/14 23:23:46 - mmengine - INFO - Epoch(train) [35][5600/8541] lr: 1.5754e-05 eta: 1:03:01 time: 0.3374 data_time: 0.0141 memory: 7144 loss: 0.4233 loss_cls: 0.1220 loss_bbox: 0.3013 2022/11/14 23:23:48 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 23:24:04 - mmengine - INFO - Epoch(train) [35][5650/8541] lr: 1.5726e-05 eta: 1:02:44 time: 0.3442 data_time: 0.0141 memory: 7589 loss: 0.4129 loss_cls: 0.1194 loss_bbox: 0.2935 2022/11/14 23:24:20 - mmengine - INFO - Epoch(train) [35][5700/8541] lr: 1.5698e-05 eta: 1:02:28 time: 0.3332 data_time: 0.0142 memory: 7328 loss: 0.4129 loss_cls: 0.1183 loss_bbox: 0.2946 2022/11/14 23:24:37 - mmengine - INFO - Epoch(train) [35][5750/8541] lr: 1.5670e-05 eta: 1:02:11 time: 0.3354 data_time: 0.0141 memory: 7575 loss: 0.4204 loss_cls: 0.1226 loss_bbox: 0.2978 2022/11/14 23:24:54 - mmengine - INFO - Epoch(train) [35][5800/8541] lr: 1.5642e-05 eta: 1:01:55 time: 0.3387 data_time: 0.0146 memory: 7424 loss: 0.4121 loss_cls: 0.1191 loss_bbox: 0.2929 2022/11/14 23:25:11 - mmengine - INFO - Epoch(train) [35][5850/8541] lr: 1.5615e-05 eta: 1:01:38 time: 0.3380 data_time: 0.0141 memory: 7373 loss: 0.4149 loss_cls: 0.1191 loss_bbox: 0.2958 2022/11/14 23:25:28 - mmengine - INFO - Epoch(train) [35][5900/8541] lr: 1.5587e-05 eta: 1:01:22 time: 0.3338 data_time: 0.0139 memory: 7354 loss: 0.4178 loss_cls: 0.1214 loss_bbox: 0.2964 2022/11/14 23:25:44 - mmengine - INFO - Epoch(train) [35][5950/8541] lr: 1.5560e-05 eta: 1:01:05 time: 0.3287 data_time: 0.0145 memory: 7232 loss: 0.4325 loss_cls: 0.1279 loss_bbox: 0.3046 2022/11/14 23:26:01 - mmengine - INFO - Epoch(train) [35][6000/8541] lr: 1.5532e-05 eta: 1:00:49 time: 0.3363 data_time: 0.0142 memory: 7979 loss: 0.4342 loss_cls: 0.1311 loss_bbox: 0.3031 2022/11/14 23:26:18 - mmengine - INFO - Epoch(train) [35][6050/8541] lr: 1.5505e-05 eta: 1:00:33 time: 0.3404 data_time: 0.0146 memory: 7225 loss: 0.4313 loss_cls: 0.1269 loss_bbox: 0.3044 2022/11/14 23:26:35 - mmengine - INFO - Epoch(train) [35][6100/8541] lr: 1.5478e-05 eta: 1:00:16 time: 0.3308 data_time: 0.0141 memory: 7030 loss: 0.4251 loss_cls: 0.1274 loss_bbox: 0.2976 2022/11/14 23:26:52 - mmengine - INFO - Epoch(train) [35][6150/8541] lr: 1.5451e-05 eta: 1:00:00 time: 0.3433 data_time: 0.0140 memory: 8185 loss: 0.4461 loss_cls: 0.1295 loss_bbox: 0.3166 2022/11/14 23:27:09 - mmengine - INFO - Epoch(train) [35][6200/8541] lr: 1.5424e-05 eta: 0:59:43 time: 0.3371 data_time: 0.0139 memory: 7453 loss: 0.4170 loss_cls: 0.1222 loss_bbox: 0.2948 2022/11/14 23:27:26 - mmengine - INFO - Epoch(train) [35][6250/8541] lr: 1.5398e-05 eta: 0:59:27 time: 0.3423 data_time: 0.0142 memory: 7723 loss: 0.4330 loss_cls: 0.1271 loss_bbox: 0.3059 2022/11/14 23:27:44 - mmengine - INFO - Epoch(train) [35][6300/8541] lr: 1.5371e-05 eta: 0:59:10 time: 0.3447 data_time: 0.0146 memory: 7615 loss: 0.4309 loss_cls: 0.1279 loss_bbox: 0.3030 2022/11/14 23:28:01 - mmengine - INFO - Epoch(train) [35][6350/8541] lr: 1.5345e-05 eta: 0:58:54 time: 0.3401 data_time: 0.0141 memory: 7852 loss: 0.4315 loss_cls: 0.1271 loss_bbox: 0.3044 2022/11/14 23:28:18 - mmengine - INFO - Epoch(train) [35][6400/8541] lr: 1.5318e-05 eta: 0:58:37 time: 0.3363 data_time: 0.0140 memory: 7805 loss: 0.4381 loss_cls: 0.1278 loss_bbox: 0.3102 2022/11/14 23:28:34 - mmengine - INFO - Epoch(train) [35][6450/8541] lr: 1.5292e-05 eta: 0:58:21 time: 0.3363 data_time: 0.0141 memory: 7639 loss: 0.4152 loss_cls: 0.1199 loss_bbox: 0.2953 2022/11/14 23:28:51 - mmengine - INFO - Epoch(train) [35][6500/8541] lr: 1.5266e-05 eta: 0:58:04 time: 0.3387 data_time: 0.0141 memory: 8608 loss: 0.4238 loss_cls: 0.1239 loss_bbox: 0.2999 2022/11/14 23:29:09 - mmengine - INFO - Epoch(train) [35][6550/8541] lr: 1.5240e-05 eta: 0:57:48 time: 0.3441 data_time: 0.0144 memory: 9027 loss: 0.4237 loss_cls: 0.1240 loss_bbox: 0.2996 2022/11/14 23:29:26 - mmengine - INFO - Epoch(train) [35][6600/8541] lr: 1.5214e-05 eta: 0:57:32 time: 0.3336 data_time: 0.0139 memory: 7040 loss: 0.4118 loss_cls: 0.1182 loss_bbox: 0.2936 2022/11/14 23:29:28 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 23:29:42 - mmengine - INFO - Epoch(train) [35][6650/8541] lr: 1.5189e-05 eta: 0:57:15 time: 0.3369 data_time: 0.0142 memory: 7296 loss: 0.4218 loss_cls: 0.1257 loss_bbox: 0.2961 2022/11/14 23:29:59 - mmengine - INFO - Epoch(train) [35][6700/8541] lr: 1.5163e-05 eta: 0:56:59 time: 0.3327 data_time: 0.0138 memory: 7871 loss: 0.4243 loss_cls: 0.1258 loss_bbox: 0.2985 2022/11/14 23:30:16 - mmengine - INFO - Epoch(train) [35][6750/8541] lr: 1.5137e-05 eta: 0:56:42 time: 0.3331 data_time: 0.0142 memory: 7150 loss: 0.4400 loss_cls: 0.1332 loss_bbox: 0.3068 2022/11/14 23:30:33 - mmengine - INFO - Epoch(train) [35][6800/8541] lr: 1.5112e-05 eta: 0:56:26 time: 0.3329 data_time: 0.0144 memory: 7724 loss: 0.4221 loss_cls: 0.1231 loss_bbox: 0.2991 2022/11/14 23:30:50 - mmengine - INFO - Epoch(train) [35][6850/8541] lr: 1.5087e-05 eta: 0:56:09 time: 0.3411 data_time: 0.0142 memory: 7582 loss: 0.4282 loss_cls: 0.1248 loss_bbox: 0.3034 2022/11/14 23:31:07 - mmengine - INFO - Epoch(train) [35][6900/8541] lr: 1.5062e-05 eta: 0:55:53 time: 0.3356 data_time: 0.0142 memory: 8085 loss: 0.4043 loss_cls: 0.1162 loss_bbox: 0.2881 2022/11/14 23:31:23 - mmengine - INFO - Epoch(train) [35][6950/8541] lr: 1.5037e-05 eta: 0:55:36 time: 0.3289 data_time: 0.0138 memory: 6942 loss: 0.4175 loss_cls: 0.1198 loss_bbox: 0.2977 2022/11/14 23:31:40 - mmengine - INFO - Epoch(train) [35][7000/8541] lr: 1.5012e-05 eta: 0:55:20 time: 0.3350 data_time: 0.0140 memory: 6991 loss: 0.4192 loss_cls: 0.1263 loss_bbox: 0.2929 2022/11/14 23:31:57 - mmengine - INFO - Epoch(train) [35][7050/8541] lr: 1.4987e-05 eta: 0:55:03 time: 0.3396 data_time: 0.0137 memory: 9537 loss: 0.4093 loss_cls: 0.1142 loss_bbox: 0.2951 2022/11/14 23:32:14 - mmengine - INFO - Epoch(train) [35][7100/8541] lr: 1.4962e-05 eta: 0:54:47 time: 0.3414 data_time: 0.0142 memory: 7586 loss: 0.4261 loss_cls: 0.1229 loss_bbox: 0.3031 2022/11/14 23:32:31 - mmengine - INFO - Epoch(train) [35][7150/8541] lr: 1.4938e-05 eta: 0:54:31 time: 0.3372 data_time: 0.0141 memory: 7250 loss: 0.4027 loss_cls: 0.1112 loss_bbox: 0.2915 2022/11/14 23:32:48 - mmengine - INFO - Epoch(train) [35][7200/8541] lr: 1.4913e-05 eta: 0:54:14 time: 0.3346 data_time: 0.0144 memory: 8407 loss: 0.4131 loss_cls: 0.1183 loss_bbox: 0.2948 2022/11/14 23:33:05 - mmengine - INFO - Epoch(train) [35][7250/8541] lr: 1.4889e-05 eta: 0:53:58 time: 0.3390 data_time: 0.0140 memory: 7313 loss: 0.4124 loss_cls: 0.1188 loss_bbox: 0.2936 2022/11/14 23:33:22 - mmengine - INFO - Epoch(train) [35][7300/8541] lr: 1.4865e-05 eta: 0:53:41 time: 0.3381 data_time: 0.0147 memory: 7435 loss: 0.4426 loss_cls: 0.1325 loss_bbox: 0.3101 2022/11/14 23:33:38 - mmengine - INFO - Epoch(train) [35][7350/8541] lr: 1.4841e-05 eta: 0:53:25 time: 0.3323 data_time: 0.0141 memory: 7060 loss: 0.4298 loss_cls: 0.1317 loss_bbox: 0.2980 2022/11/14 23:33:55 - mmengine - INFO - Epoch(train) [35][7400/8541] lr: 1.4817e-05 eta: 0:53:08 time: 0.3371 data_time: 0.0143 memory: 8598 loss: 0.4079 loss_cls: 0.1153 loss_bbox: 0.2927 2022/11/14 23:34:12 - mmengine - INFO - Epoch(train) [35][7450/8541] lr: 1.4793e-05 eta: 0:52:52 time: 0.3295 data_time: 0.0143 memory: 6882 loss: 0.4271 loss_cls: 0.1258 loss_bbox: 0.3013 2022/11/14 23:34:29 - mmengine - INFO - Epoch(train) [35][7500/8541] lr: 1.4770e-05 eta: 0:52:35 time: 0.3362 data_time: 0.0140 memory: 7325 loss: 0.4162 loss_cls: 0.1252 loss_bbox: 0.2909 2022/11/14 23:34:45 - mmengine - INFO - Epoch(train) [35][7550/8541] lr: 1.4746e-05 eta: 0:52:19 time: 0.3344 data_time: 0.0141 memory: 7357 loss: 0.4424 loss_cls: 0.1363 loss_bbox: 0.3061 2022/11/14 23:35:02 - mmengine - INFO - Epoch(train) [35][7600/8541] lr: 1.4723e-05 eta: 0:52:02 time: 0.3375 data_time: 0.0142 memory: 7462 loss: 0.4250 loss_cls: 0.1211 loss_bbox: 0.3040 2022/11/14 23:35:04 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 23:35:19 - mmengine - INFO - Epoch(train) [35][7650/8541] lr: 1.4699e-05 eta: 0:51:46 time: 0.3312 data_time: 0.0142 memory: 7309 loss: 0.4022 loss_cls: 0.1154 loss_bbox: 0.2868 2022/11/14 23:35:36 - mmengine - INFO - Epoch(train) [35][7700/8541] lr: 1.4676e-05 eta: 0:51:30 time: 0.3447 data_time: 0.0141 memory: 7412 loss: 0.4150 loss_cls: 0.1146 loss_bbox: 0.3004 2022/11/14 23:35:54 - mmengine - INFO - Epoch(train) [35][7750/8541] lr: 1.4653e-05 eta: 0:51:13 time: 0.3433 data_time: 0.0143 memory: 9021 loss: 0.4303 loss_cls: 0.1241 loss_bbox: 0.3062 2022/11/14 23:36:11 - mmengine - INFO - Epoch(train) [35][7800/8541] lr: 1.4630e-05 eta: 0:50:57 time: 0.3539 data_time: 0.0144 memory: 8564 loss: 0.4256 loss_cls: 0.1236 loss_bbox: 0.3020 2022/11/14 23:36:29 - mmengine - INFO - Epoch(train) [35][7850/8541] lr: 1.4607e-05 eta: 0:50:40 time: 0.3423 data_time: 0.0141 memory: 8925 loss: 0.4334 loss_cls: 0.1266 loss_bbox: 0.3069 2022/11/14 23:36:45 - mmengine - INFO - Epoch(train) [35][7900/8541] lr: 1.4585e-05 eta: 0:50:24 time: 0.3370 data_time: 0.0141 memory: 7849 loss: 0.4326 loss_cls: 0.1315 loss_bbox: 0.3011 2022/11/14 23:37:02 - mmengine - INFO - Epoch(train) [35][7950/8541] lr: 1.4562e-05 eta: 0:50:07 time: 0.3340 data_time: 0.0142 memory: 7865 loss: 0.4285 loss_cls: 0.1298 loss_bbox: 0.2987 2022/11/14 23:37:19 - mmengine - INFO - Epoch(train) [35][8000/8541] lr: 1.4540e-05 eta: 0:49:51 time: 0.3423 data_time: 0.0141 memory: 7344 loss: 0.4108 loss_cls: 0.1153 loss_bbox: 0.2955 2022/11/14 23:37:36 - mmengine - INFO - Epoch(train) [35][8050/8541] lr: 1.4517e-05 eta: 0:49:34 time: 0.3281 data_time: 0.0141 memory: 7058 loss: 0.4233 loss_cls: 0.1249 loss_bbox: 0.2984 2022/11/14 23:37:53 - mmengine - INFO - Epoch(train) [35][8100/8541] lr: 1.4495e-05 eta: 0:49:18 time: 0.3342 data_time: 0.0140 memory: 7494 loss: 0.4234 loss_cls: 0.1248 loss_bbox: 0.2986 2022/11/14 23:38:09 - mmengine - INFO - Epoch(train) [35][8150/8541] lr: 1.4473e-05 eta: 0:49:01 time: 0.3336 data_time: 0.0142 memory: 7422 loss: 0.4206 loss_cls: 0.1232 loss_bbox: 0.2974 2022/11/14 23:38:26 - mmengine - INFO - Epoch(train) [35][8200/8541] lr: 1.4451e-05 eta: 0:48:45 time: 0.3352 data_time: 0.0141 memory: 7624 loss: 0.4258 loss_cls: 0.1224 loss_bbox: 0.3035 2022/11/14 23:38:43 - mmengine - INFO - Epoch(train) [35][8250/8541] lr: 1.4429e-05 eta: 0:48:29 time: 0.3387 data_time: 0.0140 memory: 7386 loss: 0.4276 loss_cls: 0.1232 loss_bbox: 0.3044 2022/11/14 23:39:00 - mmengine - INFO - Epoch(train) [35][8300/8541] lr: 1.4407e-05 eta: 0:48:12 time: 0.3366 data_time: 0.0140 memory: 7629 loss: 0.4178 loss_cls: 0.1163 loss_bbox: 0.3015 2022/11/14 23:39:17 - mmengine - INFO - Epoch(train) [35][8350/8541] lr: 1.4386e-05 eta: 0:47:56 time: 0.3317 data_time: 0.0145 memory: 7007 loss: 0.4198 loss_cls: 0.1239 loss_bbox: 0.2958 2022/11/14 23:39:34 - mmengine - INFO - Epoch(train) [35][8400/8541] lr: 1.4364e-05 eta: 0:47:39 time: 0.3346 data_time: 0.0140 memory: 7226 loss: 0.4232 loss_cls: 0.1225 loss_bbox: 0.3007 2022/11/14 23:39:51 - mmengine - INFO - Epoch(train) [35][8450/8541] lr: 1.4343e-05 eta: 0:47:23 time: 0.3390 data_time: 0.0143 memory: 7581 loss: 0.4155 loss_cls: 0.1215 loss_bbox: 0.2940 2022/11/14 23:40:07 - mmengine - INFO - Epoch(train) [35][8500/8541] lr: 1.4322e-05 eta: 0:47:06 time: 0.3381 data_time: 0.0145 memory: 7643 loss: 0.4246 loss_cls: 0.1250 loss_bbox: 0.2995 2022/11/14 23:40:21 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 23:40:39 - mmengine - INFO - Epoch(train) [36][50/8541] lr: 1.4283e-05 eta: 0:46:36 time: 0.3608 data_time: 0.0291 memory: 7857 loss: 0.4328 loss_cls: 0.1229 loss_bbox: 0.3098 2022/11/14 23:40:44 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 23:40:56 - mmengine - INFO - Epoch(train) [36][100/8541] lr: 1.4263e-05 eta: 0:46:20 time: 0.3376 data_time: 0.0141 memory: 7408 loss: 0.4244 loss_cls: 0.1182 loss_bbox: 0.3062 2022/11/14 23:41:13 - mmengine - INFO - Epoch(train) [36][150/8541] lr: 1.4242e-05 eta: 0:46:03 time: 0.3407 data_time: 0.0142 memory: 7283 loss: 0.4186 loss_cls: 0.1192 loss_bbox: 0.2994 2022/11/14 23:41:31 - mmengine - INFO - Epoch(train) [36][200/8541] lr: 1.4221e-05 eta: 0:45:47 time: 0.3429 data_time: 0.0142 memory: 7371 loss: 0.4208 loss_cls: 0.1211 loss_bbox: 0.2997 2022/11/14 23:41:47 - mmengine - INFO - Epoch(train) [36][250/8541] lr: 1.4201e-05 eta: 0:45:31 time: 0.3325 data_time: 0.0142 memory: 7907 loss: 0.4298 loss_cls: 0.1248 loss_bbox: 0.3050 2022/11/14 23:42:04 - mmengine - INFO - Epoch(train) [36][300/8541] lr: 1.4180e-05 eta: 0:45:14 time: 0.3325 data_time: 0.0138 memory: 7178 loss: 0.4136 loss_cls: 0.1209 loss_bbox: 0.2927 2022/11/14 23:42:21 - mmengine - INFO - Epoch(train) [36][350/8541] lr: 1.4160e-05 eta: 0:44:58 time: 0.3343 data_time: 0.0142 memory: 8508 loss: 0.4243 loss_cls: 0.1244 loss_bbox: 0.2999 2022/11/14 23:42:38 - mmengine - INFO - Epoch(train) [36][400/8541] lr: 1.4140e-05 eta: 0:44:41 time: 0.3385 data_time: 0.0141 memory: 8403 loss: 0.4270 loss_cls: 0.1272 loss_bbox: 0.2997 2022/11/14 23:42:55 - mmengine - INFO - Epoch(train) [36][450/8541] lr: 1.4120e-05 eta: 0:44:25 time: 0.3410 data_time: 0.0140 memory: 7601 loss: 0.4376 loss_cls: 0.1277 loss_bbox: 0.3099 2022/11/14 23:43:12 - mmengine - INFO - Epoch(train) [36][500/8541] lr: 1.4100e-05 eta: 0:44:08 time: 0.3408 data_time: 0.0140 memory: 7648 loss: 0.4261 loss_cls: 0.1264 loss_bbox: 0.2997 2022/11/14 23:43:29 - mmengine - INFO - Epoch(train) [36][550/8541] lr: 1.4080e-05 eta: 0:43:52 time: 0.3470 data_time: 0.0140 memory: 8676 loss: 0.4254 loss_cls: 0.1252 loss_bbox: 0.3002 2022/11/14 23:43:46 - mmengine - INFO - Epoch(train) [36][600/8541] lr: 1.4060e-05 eta: 0:43:35 time: 0.3332 data_time: 0.0142 memory: 7427 loss: 0.4102 loss_cls: 0.1195 loss_bbox: 0.2908 2022/11/14 23:44:03 - mmengine - INFO - Epoch(train) [36][650/8541] lr: 1.4041e-05 eta: 0:43:19 time: 0.3329 data_time: 0.0140 memory: 7137 loss: 0.4150 loss_cls: 0.1207 loss_bbox: 0.2943 2022/11/14 23:44:20 - mmengine - INFO - Epoch(train) [36][700/8541] lr: 1.4021e-05 eta: 0:43:02 time: 0.3418 data_time: 0.0139 memory: 7202 loss: 0.4069 loss_cls: 0.1146 loss_bbox: 0.2923 2022/11/14 23:44:37 - mmengine - INFO - Epoch(train) [36][750/8541] lr: 1.4002e-05 eta: 0:42:46 time: 0.3357 data_time: 0.0141 memory: 7993 loss: 0.4272 loss_cls: 0.1255 loss_bbox: 0.3017 2022/11/14 23:44:54 - mmengine - INFO - Epoch(train) [36][800/8541] lr: 1.3983e-05 eta: 0:42:29 time: 0.3464 data_time: 0.0141 memory: 9019 loss: 0.4244 loss_cls: 0.1216 loss_bbox: 0.3028 2022/11/14 23:45:11 - mmengine - INFO - Epoch(train) [36][850/8541] lr: 1.3964e-05 eta: 0:42:13 time: 0.3366 data_time: 0.0143 memory: 7803 loss: 0.4255 loss_cls: 0.1259 loss_bbox: 0.2996 2022/11/14 23:45:28 - mmengine - INFO - Epoch(train) [36][900/8541] lr: 1.3945e-05 eta: 0:41:57 time: 0.3369 data_time: 0.0142 memory: 8752 loss: 0.4250 loss_cls: 0.1241 loss_bbox: 0.3009 2022/11/14 23:45:45 - mmengine - INFO - Epoch(train) [36][950/8541] lr: 1.3926e-05 eta: 0:41:40 time: 0.3304 data_time: 0.0141 memory: 6837 loss: 0.4263 loss_cls: 0.1236 loss_bbox: 0.3027 2022/11/14 23:46:01 - mmengine - INFO - Epoch(train) [36][1000/8541] lr: 1.3908e-05 eta: 0:41:24 time: 0.3323 data_time: 0.0141 memory: 7029 loss: 0.4023 loss_cls: 0.1189 loss_bbox: 0.2834 2022/11/14 23:46:18 - mmengine - INFO - Epoch(train) [36][1050/8541] lr: 1.3889e-05 eta: 0:41:07 time: 0.3392 data_time: 0.0143 memory: 7592 loss: 0.4200 loss_cls: 0.1224 loss_bbox: 0.2975 2022/11/14 23:46:23 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 23:46:35 - mmengine - INFO - Epoch(train) [36][1100/8541] lr: 1.3871e-05 eta: 0:40:51 time: 0.3320 data_time: 0.0144 memory: 6976 loss: 0.4308 loss_cls: 0.1281 loss_bbox: 0.3027 2022/11/14 23:46:52 - mmengine - INFO - Epoch(train) [36][1150/8541] lr: 1.3852e-05 eta: 0:40:34 time: 0.3479 data_time: 0.0141 memory: 8355 loss: 0.4292 loss_cls: 0.1238 loss_bbox: 0.3054 2022/11/14 23:47:09 - mmengine - INFO - Epoch(train) [36][1200/8541] lr: 1.3834e-05 eta: 0:40:18 time: 0.3340 data_time: 0.0144 memory: 7483 loss: 0.4256 loss_cls: 0.1267 loss_bbox: 0.2989 2022/11/14 23:47:26 - mmengine - INFO - Epoch(train) [36][1250/8541] lr: 1.3816e-05 eta: 0:40:01 time: 0.3410 data_time: 0.0141 memory: 7448 loss: 0.4233 loss_cls: 0.1244 loss_bbox: 0.2989 2022/11/14 23:47:43 - mmengine - INFO - Epoch(train) [36][1300/8541] lr: 1.3798e-05 eta: 0:39:45 time: 0.3371 data_time: 0.0143 memory: 7793 loss: 0.4343 loss_cls: 0.1300 loss_bbox: 0.3043 2022/11/14 23:48:00 - mmengine - INFO - Epoch(train) [36][1350/8541] lr: 1.3780e-05 eta: 0:39:28 time: 0.3342 data_time: 0.0143 memory: 7079 loss: 0.4370 loss_cls: 0.1314 loss_bbox: 0.3056 2022/11/14 23:48:17 - mmengine - INFO - Epoch(train) [36][1400/8541] lr: 1.3762e-05 eta: 0:39:12 time: 0.3398 data_time: 0.0141 memory: 8408 loss: 0.4147 loss_cls: 0.1198 loss_bbox: 0.2949 2022/11/14 23:48:34 - mmengine - INFO - Epoch(train) [36][1450/8541] lr: 1.3745e-05 eta: 0:38:55 time: 0.3337 data_time: 0.0140 memory: 7770 loss: 0.4044 loss_cls: 0.1142 loss_bbox: 0.2903 2022/11/14 23:48:51 - mmengine - INFO - Epoch(train) [36][1500/8541] lr: 1.3727e-05 eta: 0:38:39 time: 0.3331 data_time: 0.0140 memory: 7719 loss: 0.4250 loss_cls: 0.1223 loss_bbox: 0.3026 2022/11/14 23:49:08 - mmengine - INFO - Epoch(train) [36][1550/8541] lr: 1.3710e-05 eta: 0:38:23 time: 0.3402 data_time: 0.0142 memory: 7616 loss: 0.4071 loss_cls: 0.1147 loss_bbox: 0.2924 2022/11/14 23:49:24 - mmengine - INFO - Epoch(train) [36][1600/8541] lr: 1.3693e-05 eta: 0:38:06 time: 0.3361 data_time: 0.0141 memory: 7458 loss: 0.4243 loss_cls: 0.1255 loss_bbox: 0.2988 2022/11/14 23:49:41 - mmengine - INFO - Epoch(train) [36][1650/8541] lr: 1.3676e-05 eta: 0:37:50 time: 0.3377 data_time: 0.0139 memory: 7932 loss: 0.4157 loss_cls: 0.1184 loss_bbox: 0.2973 2022/11/14 23:49:58 - mmengine - INFO - Epoch(train) [36][1700/8541] lr: 1.3659e-05 eta: 0:37:33 time: 0.3405 data_time: 0.0140 memory: 7441 loss: 0.4188 loss_cls: 0.1170 loss_bbox: 0.3018 2022/11/14 23:50:15 - mmengine - INFO - Epoch(train) [36][1750/8541] lr: 1.3642e-05 eta: 0:37:17 time: 0.3339 data_time: 0.0141 memory: 7001 loss: 0.4266 loss_cls: 0.1271 loss_bbox: 0.2995 2022/11/14 23:50:32 - mmengine - INFO - Epoch(train) [36][1800/8541] lr: 1.3625e-05 eta: 0:37:00 time: 0.3420 data_time: 0.0143 memory: 8511 loss: 0.4284 loss_cls: 0.1273 loss_bbox: 0.3010 2022/11/14 23:50:49 - mmengine - INFO - Epoch(train) [36][1850/8541] lr: 1.3609e-05 eta: 0:36:44 time: 0.3315 data_time: 0.0143 memory: 6959 loss: 0.4350 loss_cls: 0.1292 loss_bbox: 0.3058 2022/11/14 23:51:06 - mmengine - INFO - Epoch(train) [36][1900/8541] lr: 1.3592e-05 eta: 0:36:27 time: 0.3395 data_time: 0.0143 memory: 8295 loss: 0.4162 loss_cls: 0.1206 loss_bbox: 0.2956 2022/11/14 23:51:23 - mmengine - INFO - Epoch(train) [36][1950/8541] lr: 1.3576e-05 eta: 0:36:11 time: 0.3302 data_time: 0.0145 memory: 7015 loss: 0.4306 loss_cls: 0.1298 loss_bbox: 0.3008 2022/11/14 23:51:40 - mmengine - INFO - Epoch(train) [36][2000/8541] lr: 1.3560e-05 eta: 0:35:54 time: 0.3359 data_time: 0.0141 memory: 7351 loss: 0.4065 loss_cls: 0.1159 loss_bbox: 0.2906 2022/11/14 23:51:56 - mmengine - INFO - Epoch(train) [36][2050/8541] lr: 1.3543e-05 eta: 0:35:38 time: 0.3337 data_time: 0.0142 memory: 7339 loss: 0.4244 loss_cls: 0.1222 loss_bbox: 0.3022 2022/11/14 23:52:01 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 23:52:13 - mmengine - INFO - Epoch(train) [36][2100/8541] lr: 1.3527e-05 eta: 0:35:21 time: 0.3343 data_time: 0.0144 memory: 7868 loss: 0.4226 loss_cls: 0.1230 loss_bbox: 0.2996 2022/11/14 23:52:30 - mmengine - INFO - Epoch(train) [36][2150/8541] lr: 1.3512e-05 eta: 0:35:05 time: 0.3398 data_time: 0.0141 memory: 8141 loss: 0.4091 loss_cls: 0.1186 loss_bbox: 0.2905 2022/11/14 23:52:47 - mmengine - INFO - Epoch(train) [36][2200/8541] lr: 1.3496e-05 eta: 0:34:48 time: 0.3300 data_time: 0.0141 memory: 6916 loss: 0.3955 loss_cls: 0.1107 loss_bbox: 0.2848 2022/11/14 23:53:04 - mmengine - INFO - Epoch(train) [36][2250/8541] lr: 1.3480e-05 eta: 0:34:32 time: 0.3401 data_time: 0.0143 memory: 7873 loss: 0.4166 loss_cls: 0.1160 loss_bbox: 0.3007 2022/11/14 23:53:21 - mmengine - INFO - Epoch(train) [36][2300/8541] lr: 1.3465e-05 eta: 0:34:16 time: 0.3382 data_time: 0.0141 memory: 7367 loss: 0.4095 loss_cls: 0.1161 loss_bbox: 0.2934 2022/11/14 23:53:37 - mmengine - INFO - Epoch(train) [36][2350/8541] lr: 1.3449e-05 eta: 0:33:59 time: 0.3269 data_time: 0.0141 memory: 7252 loss: 0.4285 loss_cls: 0.1281 loss_bbox: 0.3004 2022/11/14 23:53:54 - mmengine - INFO - Epoch(train) [36][2400/8541] lr: 1.3434e-05 eta: 0:33:43 time: 0.3400 data_time: 0.0148 memory: 7227 loss: 0.4393 loss_cls: 0.1278 loss_bbox: 0.3115 2022/11/14 23:54:11 - mmengine - INFO - Epoch(train) [36][2450/8541] lr: 1.3419e-05 eta: 0:33:26 time: 0.3429 data_time: 0.0142 memory: 8335 loss: 0.4269 loss_cls: 0.1230 loss_bbox: 0.3039 2022/11/14 23:54:29 - mmengine - INFO - Epoch(train) [36][2500/8541] lr: 1.3404e-05 eta: 0:33:10 time: 0.3416 data_time: 0.0146 memory: 8166 loss: 0.4234 loss_cls: 0.1242 loss_bbox: 0.2992 2022/11/14 23:54:45 - mmengine - INFO - Epoch(train) [36][2550/8541] lr: 1.3389e-05 eta: 0:32:53 time: 0.3375 data_time: 0.0139 memory: 7973 loss: 0.4200 loss_cls: 0.1201 loss_bbox: 0.2998 2022/11/14 23:55:02 - mmengine - INFO - Epoch(train) [36][2600/8541] lr: 1.3374e-05 eta: 0:32:37 time: 0.3314 data_time: 0.0139 memory: 7409 loss: 0.4356 loss_cls: 0.1301 loss_bbox: 0.3055 2022/11/14 23:55:19 - mmengine - INFO - Epoch(train) [36][2650/8541] lr: 1.3360e-05 eta: 0:32:20 time: 0.3455 data_time: 0.0139 memory: 8925 loss: 0.4226 loss_cls: 0.1203 loss_bbox: 0.3023 2022/11/14 23:55:37 - mmengine - INFO - Epoch(train) [36][2700/8541] lr: 1.3345e-05 eta: 0:32:04 time: 0.3520 data_time: 0.0143 memory: 7150 loss: 0.4420 loss_cls: 0.1304 loss_bbox: 0.3117 2022/11/14 23:55:54 - mmengine - INFO - Epoch(train) [36][2750/8541] lr: 1.3331e-05 eta: 0:31:47 time: 0.3423 data_time: 0.0141 memory: 7270 loss: 0.4306 loss_cls: 0.1286 loss_bbox: 0.3020 2022/11/14 23:56:11 - mmengine - INFO - Epoch(train) [36][2800/8541] lr: 1.3317e-05 eta: 0:31:31 time: 0.3414 data_time: 0.0141 memory: 8492 loss: 0.4179 loss_cls: 0.1235 loss_bbox: 0.2945 2022/11/14 23:56:28 - mmengine - INFO - Epoch(train) [36][2850/8541] lr: 1.3302e-05 eta: 0:31:14 time: 0.3355 data_time: 0.0144 memory: 7736 loss: 0.4082 loss_cls: 0.1190 loss_bbox: 0.2892 2022/11/14 23:56:45 - mmengine - INFO - Epoch(train) [36][2900/8541] lr: 1.3288e-05 eta: 0:30:58 time: 0.3280 data_time: 0.0139 memory: 7730 loss: 0.4175 loss_cls: 0.1224 loss_bbox: 0.2951 2022/11/14 23:57:01 - mmengine - INFO - Epoch(train) [36][2950/8541] lr: 1.3274e-05 eta: 0:30:42 time: 0.3313 data_time: 0.0142 memory: 8066 loss: 0.4390 loss_cls: 0.1279 loss_bbox: 0.3112 2022/11/14 23:57:18 - mmengine - INFO - Epoch(train) [36][3000/8541] lr: 1.3261e-05 eta: 0:30:25 time: 0.3332 data_time: 0.0143 memory: 6993 loss: 0.4351 loss_cls: 0.1298 loss_bbox: 0.3053 2022/11/14 23:57:35 - mmengine - INFO - Epoch(train) [36][3050/8541] lr: 1.3247e-05 eta: 0:30:09 time: 0.3416 data_time: 0.0143 memory: 7873 loss: 0.4190 loss_cls: 0.1207 loss_bbox: 0.2983 2022/11/14 23:57:40 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/14 23:57:52 - mmengine - INFO - Epoch(train) [36][3100/8541] lr: 1.3234e-05 eta: 0:29:52 time: 0.3358 data_time: 0.0146 memory: 7068 loss: 0.4254 loss_cls: 0.1267 loss_bbox: 0.2987 2022/11/14 23:58:09 - mmengine - INFO - Epoch(train) [36][3150/8541] lr: 1.3220e-05 eta: 0:29:36 time: 0.3276 data_time: 0.0141 memory: 7232 loss: 0.4402 loss_cls: 0.1319 loss_bbox: 0.3084 2022/11/14 23:58:25 - mmengine - INFO - Epoch(train) [36][3200/8541] lr: 1.3207e-05 eta: 0:29:19 time: 0.3293 data_time: 0.0141 memory: 7301 loss: 0.4148 loss_cls: 0.1237 loss_bbox: 0.2911 2022/11/14 23:58:42 - mmengine - INFO - Epoch(train) [36][3250/8541] lr: 1.3194e-05 eta: 0:29:03 time: 0.3298 data_time: 0.0141 memory: 6867 loss: 0.4128 loss_cls: 0.1229 loss_bbox: 0.2899 2022/11/14 23:58:58 - mmengine - INFO - Epoch(train) [36][3300/8541] lr: 1.3181e-05 eta: 0:28:46 time: 0.3356 data_time: 0.0143 memory: 7178 loss: 0.4219 loss_cls: 0.1222 loss_bbox: 0.2997 2022/11/14 23:59:16 - mmengine - INFO - Epoch(train) [36][3350/8541] lr: 1.3168e-05 eta: 0:28:30 time: 0.3404 data_time: 0.0142 memory: 7518 loss: 0.4345 loss_cls: 0.1277 loss_bbox: 0.3068 2022/11/14 23:59:32 - mmengine - INFO - Epoch(train) [36][3400/8541] lr: 1.3155e-05 eta: 0:28:13 time: 0.3318 data_time: 0.0139 memory: 7178 loss: 0.4248 loss_cls: 0.1273 loss_bbox: 0.2976 2022/11/14 23:59:49 - mmengine - INFO - Epoch(train) [36][3450/8541] lr: 1.3142e-05 eta: 0:27:57 time: 0.3376 data_time: 0.0138 memory: 10544 loss: 0.4397 loss_cls: 0.1309 loss_bbox: 0.3089 2022/11/15 00:00:06 - mmengine - INFO - Epoch(train) [36][3500/8541] lr: 1.3130e-05 eta: 0:27:40 time: 0.3325 data_time: 0.0145 memory: 7441 loss: 0.4276 loss_cls: 0.1261 loss_bbox: 0.3015 2022/11/15 00:00:22 - mmengine - INFO - Epoch(train) [36][3550/8541] lr: 1.3117e-05 eta: 0:27:24 time: 0.3324 data_time: 0.0141 memory: 7066 loss: 0.3979 loss_cls: 0.1145 loss_bbox: 0.2833 2022/11/15 00:00:39 - mmengine - INFO - Epoch(train) [36][3600/8541] lr: 1.3105e-05 eta: 0:27:07 time: 0.3275 data_time: 0.0140 memory: 6973 loss: 0.4256 loss_cls: 0.1228 loss_bbox: 0.3029 2022/11/15 00:00:56 - mmengine - INFO - Epoch(train) [36][3650/8541] lr: 1.3093e-05 eta: 0:26:51 time: 0.3399 data_time: 0.0141 memory: 7803 loss: 0.4136 loss_cls: 0.1190 loss_bbox: 0.2946 2022/11/15 00:01:13 - mmengine - INFO - Epoch(train) [36][3700/8541] lr: 1.3081e-05 eta: 0:26:34 time: 0.3345 data_time: 0.0142 memory: 7021 loss: 0.4157 loss_cls: 0.1162 loss_bbox: 0.2995 2022/11/15 00:01:30 - mmengine - INFO - Epoch(train) [36][3750/8541] lr: 1.3069e-05 eta: 0:26:18 time: 0.3395 data_time: 0.0144 memory: 7210 loss: 0.4333 loss_cls: 0.1286 loss_bbox: 0.3047 2022/11/15 00:01:47 - mmengine - INFO - Epoch(train) [36][3800/8541] lr: 1.3057e-05 eta: 0:26:02 time: 0.3350 data_time: 0.0142 memory: 7340 loss: 0.4226 loss_cls: 0.1223 loss_bbox: 0.3003 2022/11/15 00:02:04 - mmengine - INFO - Epoch(train) [36][3850/8541] lr: 1.3045e-05 eta: 0:25:45 time: 0.3433 data_time: 0.0145 memory: 7390 loss: 0.4346 loss_cls: 0.1250 loss_bbox: 0.3096 2022/11/15 00:02:21 - mmengine - INFO - Epoch(train) [36][3900/8541] lr: 1.3034e-05 eta: 0:25:29 time: 0.3330 data_time: 0.0143 memory: 7202 loss: 0.4216 loss_cls: 0.1261 loss_bbox: 0.2955 2022/11/15 00:02:37 - mmengine - INFO - Epoch(train) [36][3950/8541] lr: 1.3022e-05 eta: 0:25:12 time: 0.3322 data_time: 0.0138 memory: 8217 loss: 0.4350 loss_cls: 0.1285 loss_bbox: 0.3065 2022/11/15 00:02:54 - mmengine - INFO - Epoch(train) [36][4000/8541] lr: 1.3011e-05 eta: 0:24:56 time: 0.3406 data_time: 0.0143 memory: 7840 loss: 0.4307 loss_cls: 0.1254 loss_bbox: 0.3053 2022/11/15 00:03:12 - mmengine - INFO - Epoch(train) [36][4050/8541] lr: 1.3000e-05 eta: 0:24:39 time: 0.3446 data_time: 0.0140 memory: 9194 loss: 0.4275 loss_cls: 0.1269 loss_bbox: 0.3006 2022/11/15 00:03:17 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/15 00:03:28 - mmengine - INFO - Epoch(train) [36][4100/8541] lr: 1.2989e-05 eta: 0:24:23 time: 0.3292 data_time: 0.0144 memory: 7124 loss: 0.4006 loss_cls: 0.1158 loss_bbox: 0.2848 2022/11/15 00:03:45 - mmengine - INFO - Epoch(train) [36][4150/8541] lr: 1.2978e-05 eta: 0:24:06 time: 0.3357 data_time: 0.0140 memory: 7855 loss: 0.4183 loss_cls: 0.1221 loss_bbox: 0.2962 2022/11/15 00:04:03 - mmengine - INFO - Epoch(train) [36][4200/8541] lr: 1.2967e-05 eta: 0:23:50 time: 0.3533 data_time: 0.0143 memory: 8325 loss: 0.4171 loss_cls: 0.1219 loss_bbox: 0.2952 2022/11/15 00:04:20 - mmengine - INFO - Epoch(train) [36][4250/8541] lr: 1.2956e-05 eta: 0:23:33 time: 0.3348 data_time: 0.0143 memory: 7362 loss: 0.4283 loss_cls: 0.1281 loss_bbox: 0.3002 2022/11/15 00:04:36 - mmengine - INFO - Epoch(train) [36][4300/8541] lr: 1.2946e-05 eta: 0:23:17 time: 0.3315 data_time: 0.0138 memory: 7354 loss: 0.4235 loss_cls: 0.1221 loss_bbox: 0.3014 2022/11/15 00:04:53 - mmengine - INFO - Epoch(train) [36][4350/8541] lr: 1.2935e-05 eta: 0:23:00 time: 0.3370 data_time: 0.0143 memory: 7524 loss: 0.4088 loss_cls: 0.1133 loss_bbox: 0.2956 2022/11/15 00:05:10 - mmengine - INFO - Epoch(train) [36][4400/8541] lr: 1.2925e-05 eta: 0:22:44 time: 0.3412 data_time: 0.0141 memory: 7885 loss: 0.4112 loss_cls: 0.1169 loss_bbox: 0.2943 2022/11/15 00:05:27 - mmengine - INFO - Epoch(train) [36][4450/8541] lr: 1.2915e-05 eta: 0:22:27 time: 0.3411 data_time: 0.0143 memory: 8086 loss: 0.4354 loss_cls: 0.1255 loss_bbox: 0.3099 2022/11/15 00:05:44 - mmengine - INFO - Epoch(train) [36][4500/8541] lr: 1.2905e-05 eta: 0:22:11 time: 0.3311 data_time: 0.0142 memory: 7640 loss: 0.4041 loss_cls: 0.1165 loss_bbox: 0.2876 2022/11/15 00:06:01 - mmengine - INFO - Epoch(train) [36][4550/8541] lr: 1.2895e-05 eta: 0:21:55 time: 0.3356 data_time: 0.0148 memory: 6892 loss: 0.4194 loss_cls: 0.1205 loss_bbox: 0.2989 2022/11/15 00:06:17 - mmengine - INFO - Epoch(train) [36][4600/8541] lr: 1.2885e-05 eta: 0:21:38 time: 0.3321 data_time: 0.0139 memory: 7224 loss: 0.4011 loss_cls: 0.1151 loss_bbox: 0.2859 2022/11/15 00:06:34 - mmengine - INFO - Epoch(train) [36][4650/8541] lr: 1.2875e-05 eta: 0:21:22 time: 0.3288 data_time: 0.0143 memory: 7350 loss: 0.4240 loss_cls: 0.1225 loss_bbox: 0.3015 2022/11/15 00:06:51 - mmengine - INFO - Epoch(train) [36][4700/8541] lr: 1.2866e-05 eta: 0:21:05 time: 0.3314 data_time: 0.0141 memory: 8132 loss: 0.4196 loss_cls: 0.1203 loss_bbox: 0.2993 2022/11/15 00:07:08 - mmengine - INFO - Epoch(train) [36][4750/8541] lr: 1.2856e-05 eta: 0:20:49 time: 0.3397 data_time: 0.0144 memory: 7858 loss: 0.4222 loss_cls: 0.1221 loss_bbox: 0.3000 2022/11/15 00:07:24 - mmengine - INFO - Epoch(train) [36][4800/8541] lr: 1.2847e-05 eta: 0:20:32 time: 0.3341 data_time: 0.0141 memory: 7397 loss: 0.4197 loss_cls: 0.1208 loss_bbox: 0.2988 2022/11/15 00:07:41 - mmengine - INFO - Epoch(train) [36][4850/8541] lr: 1.2838e-05 eta: 0:20:16 time: 0.3334 data_time: 0.0146 memory: 7406 loss: 0.4164 loss_cls: 0.1209 loss_bbox: 0.2955 2022/11/15 00:07:59 - mmengine - INFO - Epoch(train) [36][4900/8541] lr: 1.2829e-05 eta: 0:19:59 time: 0.3458 data_time: 0.0142 memory: 8243 loss: 0.4239 loss_cls: 0.1238 loss_bbox: 0.3001 2022/11/15 00:08:15 - mmengine - INFO - Epoch(train) [36][4950/8541] lr: 1.2820e-05 eta: 0:19:43 time: 0.3297 data_time: 0.0143 memory: 8990 loss: 0.4207 loss_cls: 0.1242 loss_bbox: 0.2965 2022/11/15 00:08:32 - mmengine - INFO - Epoch(train) [36][5000/8541] lr: 1.2811e-05 eta: 0:19:26 time: 0.3355 data_time: 0.0142 memory: 7368 loss: 0.4196 loss_cls: 0.1221 loss_bbox: 0.2975 2022/11/15 00:08:49 - mmengine - INFO - Epoch(train) [36][5050/8541] lr: 1.2802e-05 eta: 0:19:10 time: 0.3343 data_time: 0.0140 memory: 7168 loss: 0.4094 loss_cls: 0.1194 loss_bbox: 0.2899 2022/11/15 00:08:54 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/15 00:09:06 - mmengine - INFO - Epoch(train) [36][5100/8541] lr: 1.2794e-05 eta: 0:18:53 time: 0.3374 data_time: 0.0143 memory: 7068 loss: 0.4294 loss_cls: 0.1276 loss_bbox: 0.3019 2022/11/15 00:09:22 - mmengine - INFO - Epoch(train) [36][5150/8541] lr: 1.2785e-05 eta: 0:18:37 time: 0.3310 data_time: 0.0146 memory: 7167 loss: 0.4023 loss_cls: 0.1149 loss_bbox: 0.2874 2022/11/15 00:09:40 - mmengine - INFO - Epoch(train) [36][5200/8541] lr: 1.2777e-05 eta: 0:18:20 time: 0.3504 data_time: 0.0141 memory: 7754 loss: 0.4304 loss_cls: 0.1266 loss_bbox: 0.3038 2022/11/15 00:09:57 - mmengine - INFO - Epoch(train) [36][5250/8541] lr: 1.2769e-05 eta: 0:18:04 time: 0.3505 data_time: 0.0145 memory: 8318 loss: 0.4241 loss_cls: 0.1245 loss_bbox: 0.2996 2022/11/15 00:10:14 - mmengine - INFO - Epoch(train) [36][5300/8541] lr: 1.2761e-05 eta: 0:17:47 time: 0.3339 data_time: 0.0141 memory: 7135 loss: 0.4217 loss_cls: 0.1227 loss_bbox: 0.2990 2022/11/15 00:10:31 - mmengine - INFO - Epoch(train) [36][5350/8541] lr: 1.2753e-05 eta: 0:17:31 time: 0.3328 data_time: 0.0140 memory: 8241 loss: 0.4138 loss_cls: 0.1183 loss_bbox: 0.2955 2022/11/15 00:10:48 - mmengine - INFO - Epoch(train) [36][5400/8541] lr: 1.2745e-05 eta: 0:17:15 time: 0.3356 data_time: 0.0138 memory: 8664 loss: 0.4096 loss_cls: 0.1195 loss_bbox: 0.2901 2022/11/15 00:11:05 - mmengine - INFO - Epoch(train) [36][5450/8541] lr: 1.2737e-05 eta: 0:16:58 time: 0.3345 data_time: 0.0142 memory: 7811 loss: 0.4210 loss_cls: 0.1217 loss_bbox: 0.2992 2022/11/15 00:11:21 - mmengine - INFO - Epoch(train) [36][5500/8541] lr: 1.2729e-05 eta: 0:16:42 time: 0.3328 data_time: 0.0145 memory: 6925 loss: 0.4077 loss_cls: 0.1222 loss_bbox: 0.2855 2022/11/15 00:11:38 - mmengine - INFO - Epoch(train) [36][5550/8541] lr: 1.2722e-05 eta: 0:16:25 time: 0.3368 data_time: 0.0148 memory: 7847 loss: 0.4238 loss_cls: 0.1254 loss_bbox: 0.2985 2022/11/15 00:11:55 - mmengine - INFO - Epoch(train) [36][5600/8541] lr: 1.2715e-05 eta: 0:16:09 time: 0.3327 data_time: 0.0143 memory: 6966 loss: 0.3925 loss_cls: 0.1095 loss_bbox: 0.2829 2022/11/15 00:12:12 - mmengine - INFO - Epoch(train) [36][5650/8541] lr: 1.2707e-05 eta: 0:15:52 time: 0.3452 data_time: 0.0141 memory: 9026 loss: 0.4217 loss_cls: 0.1204 loss_bbox: 0.3013 2022/11/15 00:12:29 - mmengine - INFO - Epoch(train) [36][5700/8541] lr: 1.2700e-05 eta: 0:15:36 time: 0.3396 data_time: 0.0145 memory: 7533 loss: 0.4156 loss_cls: 0.1196 loss_bbox: 0.2960 2022/11/15 00:12:47 - mmengine - INFO - Epoch(train) [36][5750/8541] lr: 1.2693e-05 eta: 0:15:19 time: 0.3469 data_time: 0.0144 memory: 8609 loss: 0.4460 loss_cls: 0.1367 loss_bbox: 0.3094 2022/11/15 00:13:04 - mmengine - INFO - Epoch(train) [36][5800/8541] lr: 1.2686e-05 eta: 0:15:03 time: 0.3395 data_time: 0.0145 memory: 7425 loss: 0.4202 loss_cls: 0.1231 loss_bbox: 0.2971 2022/11/15 00:13:20 - mmengine - INFO - Epoch(train) [36][5850/8541] lr: 1.2680e-05 eta: 0:14:46 time: 0.3336 data_time: 0.0145 memory: 6985 loss: 0.4220 loss_cls: 0.1229 loss_bbox: 0.2991 2022/11/15 00:13:37 - mmengine - INFO - Epoch(train) [36][5900/8541] lr: 1.2673e-05 eta: 0:14:30 time: 0.3305 data_time: 0.0143 memory: 7095 loss: 0.3981 loss_cls: 0.1129 loss_bbox: 0.2853 2022/11/15 00:13:54 - mmengine - INFO - Epoch(train) [36][5950/8541] lr: 1.2667e-05 eta: 0:14:13 time: 0.3436 data_time: 0.0146 memory: 7488 loss: 0.4555 loss_cls: 0.1393 loss_bbox: 0.3162 2022/11/15 00:14:11 - mmengine - INFO - Epoch(train) [36][6000/8541] lr: 1.2660e-05 eta: 0:13:57 time: 0.3340 data_time: 0.0141 memory: 6990 loss: 0.4272 loss_cls: 0.1242 loss_bbox: 0.3030 2022/11/15 00:14:28 - mmengine - INFO - Epoch(train) [36][6050/8541] lr: 1.2654e-05 eta: 0:13:40 time: 0.3400 data_time: 0.0141 memory: 8927 loss: 0.4386 loss_cls: 0.1287 loss_bbox: 0.3099 2022/11/15 00:14:33 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/15 00:14:45 - mmengine - INFO - Epoch(train) [36][6100/8541] lr: 1.2648e-05 eta: 0:13:24 time: 0.3391 data_time: 0.0143 memory: 7222 loss: 0.4327 loss_cls: 0.1272 loss_bbox: 0.3055 2022/11/15 00:15:02 - mmengine - INFO - Epoch(train) [36][6150/8541] lr: 1.2642e-05 eta: 0:13:07 time: 0.3334 data_time: 0.0142 memory: 6975 loss: 0.4129 loss_cls: 0.1214 loss_bbox: 0.2916 2022/11/15 00:15:18 - mmengine - INFO - Epoch(train) [36][6200/8541] lr: 1.2636e-05 eta: 0:12:51 time: 0.3324 data_time: 0.0144 memory: 7413 loss: 0.4028 loss_cls: 0.1148 loss_bbox: 0.2880 2022/11/15 00:15:35 - mmengine - INFO - Epoch(train) [36][6250/8541] lr: 1.2630e-05 eta: 0:12:34 time: 0.3366 data_time: 0.0143 memory: 7826 loss: 0.4108 loss_cls: 0.1197 loss_bbox: 0.2911 2022/11/15 00:15:53 - mmengine - INFO - Epoch(train) [36][6300/8541] lr: 1.2625e-05 eta: 0:12:18 time: 0.3429 data_time: 0.0143 memory: 8078 loss: 0.4107 loss_cls: 0.1179 loss_bbox: 0.2928 2022/11/15 00:16:10 - mmengine - INFO - Epoch(train) [36][6350/8541] lr: 1.2619e-05 eta: 0:12:02 time: 0.3397 data_time: 0.0142 memory: 8142 loss: 0.4153 loss_cls: 0.1209 loss_bbox: 0.2944 2022/11/15 00:16:26 - mmengine - INFO - Epoch(train) [36][6400/8541] lr: 1.2614e-05 eta: 0:11:45 time: 0.3354 data_time: 0.0138 memory: 7812 loss: 0.4146 loss_cls: 0.1159 loss_bbox: 0.2987 2022/11/15 00:16:43 - mmengine - INFO - Epoch(train) [36][6450/8541] lr: 1.2608e-05 eta: 0:11:29 time: 0.3340 data_time: 0.0143 memory: 7281 loss: 0.4245 loss_cls: 0.1259 loss_bbox: 0.2986 2022/11/15 00:17:00 - mmengine - INFO - Epoch(train) [36][6500/8541] lr: 1.2603e-05 eta: 0:11:12 time: 0.3340 data_time: 0.0144 memory: 7178 loss: 0.4162 loss_cls: 0.1225 loss_bbox: 0.2937 2022/11/15 00:17:17 - mmengine - INFO - Epoch(train) [36][6550/8541] lr: 1.2598e-05 eta: 0:10:56 time: 0.3436 data_time: 0.0145 memory: 8235 loss: 0.4323 loss_cls: 0.1263 loss_bbox: 0.3060 2022/11/15 00:17:34 - mmengine - INFO - Epoch(train) [36][6600/8541] lr: 1.2593e-05 eta: 0:10:39 time: 0.3281 data_time: 0.0137 memory: 7195 loss: 0.4364 loss_cls: 0.1282 loss_bbox: 0.3082 2022/11/15 00:17:51 - mmengine - INFO - Epoch(train) [36][6650/8541] lr: 1.2589e-05 eta: 0:10:23 time: 0.3341 data_time: 0.0146 memory: 7151 loss: 0.4190 loss_cls: 0.1264 loss_bbox: 0.2925 2022/11/15 00:18:07 - mmengine - INFO - Epoch(train) [36][6700/8541] lr: 1.2584e-05 eta: 0:10:06 time: 0.3325 data_time: 0.0142 memory: 7400 loss: 0.4145 loss_cls: 0.1191 loss_bbox: 0.2954 2022/11/15 00:18:24 - mmengine - INFO - Epoch(train) [36][6750/8541] lr: 1.2580e-05 eta: 0:09:50 time: 0.3361 data_time: 0.0142 memory: 7107 loss: 0.4214 loss_cls: 0.1239 loss_bbox: 0.2975 2022/11/15 00:18:42 - mmengine - INFO - Epoch(train) [36][6800/8541] lr: 1.2575e-05 eta: 0:09:33 time: 0.3543 data_time: 0.0146 memory: 8176 loss: 0.4140 loss_cls: 0.1177 loss_bbox: 0.2963 2022/11/15 00:18:59 - mmengine - INFO - Epoch(train) [36][6850/8541] lr: 1.2571e-05 eta: 0:09:17 time: 0.3370 data_time: 0.0145 memory: 7424 loss: 0.4153 loss_cls: 0.1200 loss_bbox: 0.2953 2022/11/15 00:19:16 - mmengine - INFO - Epoch(train) [36][6900/8541] lr: 1.2567e-05 eta: 0:09:00 time: 0.3393 data_time: 0.0144 memory: 8739 loss: 0.4292 loss_cls: 0.1236 loss_bbox: 0.3057 2022/11/15 00:19:33 - mmengine - INFO - Epoch(train) [36][6950/8541] lr: 1.2563e-05 eta: 0:08:44 time: 0.3344 data_time: 0.0145 memory: 7471 loss: 0.4309 loss_cls: 0.1264 loss_bbox: 0.3046 2022/11/15 00:19:49 - mmengine - INFO - Epoch(train) [36][7000/8541] lr: 1.2559e-05 eta: 0:08:27 time: 0.3311 data_time: 0.0142 memory: 7094 loss: 0.4100 loss_cls: 0.1197 loss_bbox: 0.2904 2022/11/15 00:20:06 - mmengine - INFO - Epoch(train) [36][7050/8541] lr: 1.2555e-05 eta: 0:08:11 time: 0.3397 data_time: 0.0144 memory: 7785 loss: 0.4354 loss_cls: 0.1273 loss_bbox: 0.3081 2022/11/15 00:20:11 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/15 00:20:23 - mmengine - INFO - Epoch(train) [36][7100/8541] lr: 1.2552e-05 eta: 0:07:54 time: 0.3325 data_time: 0.0144 memory: 6998 loss: 0.4276 loss_cls: 0.1262 loss_bbox: 0.3014 2022/11/15 00:20:40 - mmengine - INFO - Epoch(train) [36][7150/8541] lr: 1.2548e-05 eta: 0:07:38 time: 0.3341 data_time: 0.0147 memory: 7086 loss: 0.4094 loss_cls: 0.1184 loss_bbox: 0.2910 2022/11/15 00:20:56 - mmengine - INFO - Epoch(train) [36][7200/8541] lr: 1.2545e-05 eta: 0:07:21 time: 0.3310 data_time: 0.0140 memory: 7362 loss: 0.4280 loss_cls: 0.1257 loss_bbox: 0.3023 2022/11/15 00:21:13 - mmengine - INFO - Epoch(train) [36][7250/8541] lr: 1.2541e-05 eta: 0:07:05 time: 0.3389 data_time: 0.0146 memory: 7852 loss: 0.4326 loss_cls: 0.1275 loss_bbox: 0.3051 2022/11/15 00:21:30 - mmengine - INFO - Epoch(train) [36][7300/8541] lr: 1.2538e-05 eta: 0:06:48 time: 0.3317 data_time: 0.0141 memory: 7056 loss: 0.4150 loss_cls: 0.1232 loss_bbox: 0.2917 2022/11/15 00:21:47 - mmengine - INFO - Epoch(train) [36][7350/8541] lr: 1.2535e-05 eta: 0:06:32 time: 0.3462 data_time: 0.0144 memory: 8084 loss: 0.4309 loss_cls: 0.1250 loss_bbox: 0.3059 2022/11/15 00:22:04 - mmengine - INFO - Epoch(train) [36][7400/8541] lr: 1.2532e-05 eta: 0:06:16 time: 0.3399 data_time: 0.0141 memory: 7226 loss: 0.4245 loss_cls: 0.1227 loss_bbox: 0.3017 2022/11/15 00:22:22 - mmengine - INFO - Epoch(train) [36][7450/8541] lr: 1.2530e-05 eta: 0:05:59 time: 0.3436 data_time: 0.0140 memory: 8338 loss: 0.4169 loss_cls: 0.1229 loss_bbox: 0.2939 2022/11/15 00:22:38 - mmengine - INFO - Epoch(train) [36][7500/8541] lr: 1.2527e-05 eta: 0:05:43 time: 0.3343 data_time: 0.0144 memory: 7242 loss: 0.4287 loss_cls: 0.1276 loss_bbox: 0.3011 2022/11/15 00:22:56 - mmengine - INFO - Epoch(train) [36][7550/8541] lr: 1.2524e-05 eta: 0:05:26 time: 0.3440 data_time: 0.0142 memory: 7597 loss: 0.4111 loss_cls: 0.1199 loss_bbox: 0.2913 2022/11/15 00:23:12 - mmengine - INFO - Epoch(train) [36][7600/8541] lr: 1.2522e-05 eta: 0:05:10 time: 0.3342 data_time: 0.0140 memory: 8689 loss: 0.4149 loss_cls: 0.1215 loss_bbox: 0.2935 2022/11/15 00:23:29 - mmengine - INFO - Epoch(train) [36][7650/8541] lr: 1.2520e-05 eta: 0:04:53 time: 0.3359 data_time: 0.0145 memory: 6796 loss: 0.4250 loss_cls: 0.1253 loss_bbox: 0.2997 2022/11/15 00:23:46 - mmengine - INFO - Epoch(train) [36][7700/8541] lr: 1.2518e-05 eta: 0:04:37 time: 0.3362 data_time: 0.0141 memory: 7415 loss: 0.4178 loss_cls: 0.1214 loss_bbox: 0.2964 2022/11/15 00:24:03 - mmengine - INFO - Epoch(train) [36][7750/8541] lr: 1.2516e-05 eta: 0:04:20 time: 0.3355 data_time: 0.0143 memory: 7934 loss: 0.4068 loss_cls: 0.1159 loss_bbox: 0.2910 2022/11/15 00:24:20 - mmengine - INFO - Epoch(train) [36][7800/8541] lr: 1.2514e-05 eta: 0:04:04 time: 0.3412 data_time: 0.0142 memory: 8444 loss: 0.4160 loss_cls: 0.1230 loss_bbox: 0.2930 2022/11/15 00:24:37 - mmengine - INFO - Epoch(train) [36][7850/8541] lr: 1.2512e-05 eta: 0:03:47 time: 0.3334 data_time: 0.0140 memory: 7697 loss: 0.0944 loss_cls: 0.1233 loss_bbox: -0.0289 2022/11/15 00:24:54 - mmengine - INFO - Epoch(train) [36][7900/8541] lr: 1.2510e-05 eta: 0:03:31 time: 0.3346 data_time: 0.0141 memory: 7057 loss: 0.4368 loss_cls: 0.1266 loss_bbox: 0.3103 2022/11/15 00:25:10 - mmengine - INFO - Epoch(train) [36][7950/8541] lr: 1.2509e-05 eta: 0:03:14 time: 0.3323 data_time: 0.0138 memory: 7041 loss: 0.4234 loss_cls: 0.1231 loss_bbox: 0.3003 2022/11/15 00:25:27 - mmengine - INFO - Epoch(train) [36][8000/8541] lr: 1.2507e-05 eta: 0:02:58 time: 0.3396 data_time: 0.0144 memory: 7307 loss: 0.4347 loss_cls: 0.1247 loss_bbox: 0.3100 2022/11/15 00:25:44 - mmengine - INFO - Epoch(train) [36][8050/8541] lr: 1.2506e-05 eta: 0:02:41 time: 0.3390 data_time: 0.0140 memory: 7199 loss: 0.4323 loss_cls: 0.1251 loss_bbox: 0.3072 2022/11/15 00:25:50 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/15 00:26:01 - mmengine - INFO - Epoch(train) [36][8100/8541] lr: 1.2505e-05 eta: 0:02:25 time: 0.3393 data_time: 0.0145 memory: 7579 loss: 0.4390 loss_cls: 0.1310 loss_bbox: 0.3079 2022/11/15 00:26:18 - mmengine - INFO - Epoch(train) [36][8150/8541] lr: 1.2504e-05 eta: 0:02:08 time: 0.3385 data_time: 0.0143 memory: 7785 loss: 0.4209 loss_cls: 0.1214 loss_bbox: 0.2994 2022/11/15 00:26:36 - mmengine - INFO - Epoch(train) [36][8200/8541] lr: 1.2503e-05 eta: 0:01:52 time: 0.3395 data_time: 0.0139 memory: 7976 loss: 0.4280 loss_cls: 0.1240 loss_bbox: 0.3040 2022/11/15 00:26:52 - mmengine - INFO - Epoch(train) [36][8250/8541] lr: 1.2502e-05 eta: 0:01:35 time: 0.3366 data_time: 0.0148 memory: 7105 loss: 0.4158 loss_cls: 0.1226 loss_bbox: 0.2932 2022/11/15 00:27:09 - mmengine - INFO - Epoch(train) [36][8300/8541] lr: 1.2501e-05 eta: 0:01:19 time: 0.3369 data_time: 0.0139 memory: 7444 loss: 0.4275 loss_cls: 0.1266 loss_bbox: 0.3009 2022/11/15 00:27:26 - mmengine - INFO - Epoch(train) [36][8350/8541] lr: 1.2501e-05 eta: 0:01:02 time: 0.3283 data_time: 0.0134 memory: 6879 loss: 0.4250 loss_cls: 0.1273 loss_bbox: 0.2978 2022/11/15 00:27:43 - mmengine - INFO - Epoch(train) [36][8400/8541] lr: 1.2500e-05 eta: 0:00:46 time: 0.3450 data_time: 0.0138 memory: 7991 loss: 0.4303 loss_cls: 0.1232 loss_bbox: 0.3072 2022/11/15 00:28:00 - mmengine - INFO - Epoch(train) [36][8450/8541] lr: 1.2500e-05 eta: 0:00:29 time: 0.3329 data_time: 0.0143 memory: 7613 loss: 0.4184 loss_cls: 0.1251 loss_bbox: 0.2933 2022/11/15 00:28:17 - mmengine - INFO - Epoch(train) [36][8500/8541] lr: 1.2500e-05 eta: 0:00:13 time: 0.3340 data_time: 0.0143 memory: 7684 loss: 0.4144 loss_cls: 0.1215 loss_bbox: 0.2929 2022/11/15 00:28:30 - mmengine - INFO - Exp name: rotated_rtmdet_tiny-3x-dota_ms_20221113_201235 2022/11/15 00:28:30 - mmengine - INFO - Saving checkpoint at 36 epochs