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faster_rcnn_orpn_our_rsp_vit-base-win-rvsa_v3_wsz7_fpn_1x_dota10_ms_lr1e-4_ldr75_dpr15.log
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faster_rcnn_orpn_our_rsp_vit-base-win-rvsa_v3_wsz7_fpn_1x_dota10_ms_lr1e-4_ldr75_dpr15.log
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2022-07-02 09:48:20,843 - mmdet - INFO - Environment info:
------------------------------------------------------------
sys.platform: linux
Python: 3.8.5 (default, Sep 4 2020, 07:30:14) [GCC 7.3.0]
CUDA available: True
CUDA_HOME: /usr/local/cuda
NVCC: Build cuda_11.1.TC455_06.29190527_0
GPU 0,1: A100-SXM4-40GB
GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0
PyTorch: 1.9.0+cu111
PyTorch compiling details: PyTorch built with:
- GCC 7.3
- C++ Version: 201402
- Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications
- Intel(R) MKL-DNN v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb)
- OpenMP 201511 (a.k.a. OpenMP 4.5)
- NNPACK is enabled
- CPU capability usage: AVX2
- CUDA Runtime 11.1
- 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_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86
- CuDNN 8.0.5
- Magma 2.5.2
- Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON,
TorchVision: 0.10.0+cu111
OpenCV: 4.4.0
MMCV: 1.4.1
MMDetection: 2.2.0+11d1c6f
MMDetection Compiler: GCC 9.3
MMDetection CUDA Compiler: 11.1
------------------------------------------------------------
2022-07-02 09:48:20,844 - mmdet - INFO - Distributed training: True
2022-07-02 09:48:21,688 - mmdet - INFO - Config:
optimizer = dict(
type='AdamW',
lr=0.0001,
betas=(0.9, 0.999),
weight_decay=0.05,
constructor='LayerDecayOptimizerConstructor',
paramwise_cfg=dict(
num_layers=12,
layer_decay_rate=0.75,
custom_keys=dict(
bias=dict(decay_multi=0.0),
pos_embed=dict(decay_mult=0.0),
relative_position_bias_table=dict(decay_mult=0.0),
norm=dict(decay_mult=0.0),
rel_pos_h=dict(decay_mult=0.0),
rel_pos_w=dict(decay_mult=0.0))))
optimizer_config = dict(grad_clip=dict(max_norm=35, norm_type=2))
lr_config = dict(
policy='step',
warmup='linear',
warmup_iters=500,
warmup_ratio=0.001,
step=[8, 11])
total_epochs = 12
checkpoint_config = dict(interval=1)
log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')])
dist_params = dict(backend='nccl')
log_level = 'INFO'
load_from = None
resume_from = 'work_dirs/faster/faster_rcnn_orpn_our_rsp_vit-base-win-rvsa_v3_wsz7_fpn_1x_dota10_ms_lr1e-4_ldr75_dpr15/latest.pth'
workflow = [('train', 1)]
dataset_type = 'DOTADataset'
data_root = '/workspace/CV/users/wangdi153/Dataset/dota_1024_ms/'
img_norm_cfg = dict(
mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)
train_pipeline = [
dict(type='LoadImageFromFile'),
dict(
type='LoadOBBAnnotations',
with_bbox=True,
with_label=True,
obb_as_mask=True),
dict(type='LoadDOTASpecialInfo'),
dict(type='Resize', img_scale=(1024, 1024), keep_ratio=True),
dict(type='OBBRandomFlip', h_flip_ratio=0.5, v_flip_ratio=0.5),
dict(
type='Normalize',
mean=[123.675, 116.28, 103.53],
std=[58.395, 57.12, 57.375],
to_rgb=True),
dict(
type='RandomOBBRotate',
rotate_after_flip=True,
angles=(0, 90),
vert_rate=0.5,
vert_cls=['roundabout', 'storage-tank']),
dict(type='Pad', size_divisor=32),
dict(type='DOTASpecialIgnore', ignore_size=2),
dict(type='FliterEmpty'),
dict(type='Mask2OBB', obb_type='obb'),
dict(type='OBBDefaultFormatBundle'),
dict(
type='OBBCollect',
keys=['img', 'gt_bboxes', 'gt_obboxes', 'gt_labels'])
]
test_pipeline = [
dict(type='LoadImageFromFile'),
dict(
type='MultiScaleFlipRotateAug',
img_scale=[(1024, 1024)],
h_flip=False,
v_flip=False,
rotate=False,
transforms=[
dict(type='Resize', keep_ratio=True),
dict(type='OBBRandomFlip'),
dict(
type='Normalize',
mean=[123.675, 116.28, 103.53],
std=[58.395, 57.12, 57.375],
to_rgb=True),
dict(type='RandomOBBRotate', rotate_after_flip=True),
dict(type='Pad', size_divisor=32),
dict(type='ImageToTensor', keys=['img']),
dict(type='OBBCollect', keys=['img'])
])
]
data = dict(
samples_per_gpu=1,
workers_per_gpu=2,
train=dict(
type='DOTADataset',
task='Task1',
ann_file=
'/workspace/CV/users/wangdi153/Dataset/dota_1024_ms/trainval/annfiles/',
img_prefix=
'/workspace/CV/users/wangdi153/Dataset/dota_1024_ms/trainval/images/',
pipeline=[
dict(type='LoadImageFromFile'),
dict(
type='LoadOBBAnnotations',
with_bbox=True,
with_label=True,
obb_as_mask=True),
dict(type='LoadDOTASpecialInfo'),
dict(type='Resize', img_scale=(1024, 1024), keep_ratio=True),
dict(type='OBBRandomFlip', h_flip_ratio=0.5, v_flip_ratio=0.5),
dict(
type='Normalize',
mean=[123.675, 116.28, 103.53],
std=[58.395, 57.12, 57.375],
to_rgb=True),
dict(
type='RandomOBBRotate',
rotate_after_flip=True,
angles=(0, 90),
vert_rate=0.5,
vert_cls=['roundabout', 'storage-tank']),
dict(type='Pad', size_divisor=32),
dict(type='DOTASpecialIgnore', ignore_size=2),
dict(type='FliterEmpty'),
dict(type='Mask2OBB', obb_type='obb'),
dict(type='OBBDefaultFormatBundle'),
dict(
type='OBBCollect',
keys=['img', 'gt_bboxes', 'gt_obboxes', 'gt_labels'])
]),
test=dict(
type='DOTADataset',
task='Task1',
ann_file=
'/workspace/CV/users/wangdi153/Dataset/dota_1024_ms/test/annfiles/',
img_prefix=
'/workspace/CV/users/wangdi153/Dataset/dota_1024_ms/test/images/',
pipeline=[
dict(type='LoadImageFromFile'),
dict(
type='MultiScaleFlipRotateAug',
img_scale=[(1024, 1024)],
h_flip=False,
v_flip=False,
rotate=False,
transforms=[
dict(type='Resize', keep_ratio=True),
dict(type='OBBRandomFlip'),
dict(
type='Normalize',
mean=[123.675, 116.28, 103.53],
std=[58.395, 57.12, 57.375],
to_rgb=True),
dict(type='RandomOBBRotate', rotate_after_flip=True),
dict(type='Pad', size_divisor=32),
dict(type='ImageToTensor', keys=['img']),
dict(type='OBBCollect', keys=['img'])
])
]))
evaluation = None
model = dict(
type='OrientedRCNN',
pretrained=
'../mae-main/output/millionAID_224/1600_0.75_0.00015_0.05_2048/checkpoint-1599.pth',
backbone=dict(
type='ViT_Win_RVSA_V3_WSZ7',
img_size=1024,
embed_dim=768,
depth=12,
num_heads=12,
mlp_ratio=4,
qkv_bias=True,
qk_scale=None,
drop_rate=0.0,
attn_drop_rate=0.0,
drop_path_rate=0.15,
use_abs_pos_emb=True),
neck=dict(
type='FPN',
in_channels=[768, 768, 768, 768],
out_channels=256,
num_outs=5),
rpn_head=dict(
type='OrientedRPNHead',
in_channels=256,
feat_channels=256,
anchor_generator=dict(
type='AnchorGenerator',
scales=[8],
ratios=[0.5, 1.0, 2.0],
strides=[4, 8, 16, 32, 64]),
bbox_coder=dict(
type='MidpointOffsetCoder',
target_means=[0.0, 0.0, 0.0, 0.0, 0.0, 0.0],
target_stds=[1.0, 1.0, 1.0, 1.0, 0.5, 0.5]),
loss_cls=dict(
type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0),
loss_bbox=dict(
type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)),
roi_head=dict(
type='OBBStandardRoIHead',
bbox_roi_extractor=dict(
type='OBBSingleRoIExtractor',
roi_layer=dict(type='RoIAlignRotated', out_size=7, sample_num=2),
out_channels=256,
extend_factor=(1.4, 1.2),
featmap_strides=[4, 8, 16, 32]),
bbox_head=dict(
type='OBBShared2FCBBoxHead',
start_bbox_type='obb',
end_bbox_type='obb',
in_channels=256,
fc_out_channels=1024,
roi_feat_size=7,
num_classes=15,
bbox_coder=dict(
type='OBB2OBBDeltaXYWHTCoder',
target_means=[0.0, 0.0, 0.0, 0.0, 0.0],
target_stds=[0.1, 0.1, 0.2, 0.2, 0.1]),
reg_class_agnostic=True,
loss_cls=dict(
type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0),
loss_bbox=dict(type='SmoothL1Loss', beta=1.0, loss_weight=1.0))))
train_cfg = dict(
rpn=dict(
assigner=dict(
type='MaxIoUAssigner',
pos_iou_thr=0.7,
neg_iou_thr=0.3,
min_pos_iou=0.3,
match_low_quality=True,
gpu_assign_thr=200,
ignore_iof_thr=-1),
sampler=dict(
type='RandomSampler',
num=256,
pos_fraction=0.5,
neg_pos_ub=-1,
add_gt_as_proposals=False),
allowed_border=0,
pos_weight=-1,
debug=False),
rpn_proposal=dict(
nms_across_levels=False,
nms_pre=2000,
nms_post=2000,
max_num=2000,
nms_thr=0.8,
min_bbox_size=0),
rcnn=dict(
assigner=dict(
type='MaxIoUAssigner',
pos_iou_thr=0.5,
neg_iou_thr=0.5,
min_pos_iou=0.5,
match_low_quality=False,
ignore_iof_thr=-1,
iou_calculator=dict(type='OBBOverlaps')),
sampler=dict(
type='OBBRandomSampler',
num=512,
pos_fraction=0.25,
neg_pos_ub=-1,
add_gt_as_proposals=True),
pos_weight=-1,
debug=False))
test_cfg = dict(
rpn=dict(
nms_across_levels=False,
nms_pre=2000,
nms_post=2000,
max_num=2000,
nms_thr=0.8,
min_bbox_size=0),
rcnn=dict(
score_thr=0.05,
nms=dict(type='obb_nms', iou_thr=0.1),
max_per_img=2000))
find_unused_parameters = True
work_dir = './work_dirs/faster/faster_rcnn_orpn_our_rsp_vit-base-win-rvsa_v3_wsz7_fpn_1x_dota10_ms_lr1e-4_ldr75_dpr15'
gpu_ids = range(0, 1)
2022-07-02 09:48:23,022 - mmdet - INFO - load model from: ../mae-main/output/millionAID_224/1600_0.75_0.00015_0.05_2048/checkpoint-1599.pth
2022-07-02 09:48:24,986 - mmdet - WARNING - The model and loaded state dict do not match exactly
size mismatch for pos_embed: copying a param with shape torch.Size([1, 197, 768]) from checkpoint, the shape in current model is torch.Size([1, 4096, 768]).
unexpected key in source state_dict: cls_token, mask_token, decoder_pos_embed, decoder_embed.weight, decoder_embed.bias, decoder_blocks.0.norm1.weight, decoder_blocks.0.norm1.bias, decoder_blocks.0.attn.qkv.weight, decoder_blocks.0.attn.qkv.bias, decoder_blocks.0.attn.proj.weight, decoder_blocks.0.attn.proj.bias, decoder_blocks.0.norm2.weight, decoder_blocks.0.norm2.bias, decoder_blocks.0.mlp.fc1.weight, decoder_blocks.0.mlp.fc1.bias, decoder_blocks.0.mlp.fc2.weight, decoder_blocks.0.mlp.fc2.bias, decoder_blocks.1.norm1.weight, decoder_blocks.1.norm1.bias, decoder_blocks.1.attn.qkv.weight, decoder_blocks.1.attn.qkv.bias, decoder_blocks.1.attn.proj.weight, decoder_blocks.1.attn.proj.bias, decoder_blocks.1.norm2.weight, decoder_blocks.1.norm2.bias, decoder_blocks.1.mlp.fc1.weight, decoder_blocks.1.mlp.fc1.bias, decoder_blocks.1.mlp.fc2.weight, decoder_blocks.1.mlp.fc2.bias, decoder_blocks.2.norm1.weight, decoder_blocks.2.norm1.bias, decoder_blocks.2.attn.qkv.weight, decoder_blocks.2.attn.qkv.bias, decoder_blocks.2.attn.proj.weight, decoder_blocks.2.attn.proj.bias, decoder_blocks.2.norm2.weight, decoder_blocks.2.norm2.bias, decoder_blocks.2.mlp.fc1.weight, decoder_blocks.2.mlp.fc1.bias, decoder_blocks.2.mlp.fc2.weight, decoder_blocks.2.mlp.fc2.bias, decoder_blocks.3.norm1.weight, decoder_blocks.3.norm1.bias, decoder_blocks.3.attn.qkv.weight, decoder_blocks.3.attn.qkv.bias, decoder_blocks.3.attn.proj.weight, decoder_blocks.3.attn.proj.bias, decoder_blocks.3.norm2.weight, decoder_blocks.3.norm2.bias, decoder_blocks.3.mlp.fc1.weight, decoder_blocks.3.mlp.fc1.bias, decoder_blocks.3.mlp.fc2.weight, decoder_blocks.3.mlp.fc2.bias, decoder_blocks.4.norm1.weight, decoder_blocks.4.norm1.bias, decoder_blocks.4.attn.qkv.weight, decoder_blocks.4.attn.qkv.bias, decoder_blocks.4.attn.proj.weight, decoder_blocks.4.attn.proj.bias, decoder_blocks.4.norm2.weight, decoder_blocks.4.norm2.bias, decoder_blocks.4.mlp.fc1.weight, decoder_blocks.4.mlp.fc1.bias, decoder_blocks.4.mlp.fc2.weight, decoder_blocks.4.mlp.fc2.bias, decoder_blocks.5.norm1.weight, decoder_blocks.5.norm1.bias, decoder_blocks.5.attn.qkv.weight, decoder_blocks.5.attn.qkv.bias, decoder_blocks.5.attn.proj.weight, decoder_blocks.5.attn.proj.bias, decoder_blocks.5.norm2.weight, decoder_blocks.5.norm2.bias, decoder_blocks.5.mlp.fc1.weight, decoder_blocks.5.mlp.fc1.bias, decoder_blocks.5.mlp.fc2.weight, decoder_blocks.5.mlp.fc2.bias, decoder_blocks.6.norm1.weight, decoder_blocks.6.norm1.bias, decoder_blocks.6.attn.qkv.weight, decoder_blocks.6.attn.qkv.bias, decoder_blocks.6.attn.proj.weight, decoder_blocks.6.attn.proj.bias, decoder_blocks.6.norm2.weight, decoder_blocks.6.norm2.bias, decoder_blocks.6.mlp.fc1.weight, decoder_blocks.6.mlp.fc1.bias, decoder_blocks.6.mlp.fc2.weight, decoder_blocks.6.mlp.fc2.bias, decoder_blocks.7.norm1.weight, decoder_blocks.7.norm1.bias, decoder_blocks.7.attn.qkv.weight, decoder_blocks.7.attn.qkv.bias, decoder_blocks.7.attn.proj.weight, decoder_blocks.7.attn.proj.bias, decoder_blocks.7.norm2.weight, decoder_blocks.7.norm2.bias, decoder_blocks.7.mlp.fc1.weight, decoder_blocks.7.mlp.fc1.bias, decoder_blocks.7.mlp.fc2.weight, decoder_blocks.7.mlp.fc2.bias, decoder_norm.weight, decoder_norm.bias, decoder_pred.weight, decoder_pred.bias
missing keys in source state_dict: blocks.0.attn.rel_pos_h, blocks.0.attn.rel_pos_w, blocks.0.attn.relative_position_bias_table, blocks.0.attn.relative_position_index, blocks.0.attn.sampling_offsets.2.weight, blocks.0.attn.sampling_offsets.2.bias, blocks.0.attn.sampling_scales.2.weight, blocks.0.attn.sampling_scales.2.bias, blocks.0.attn.sampling_angles.2.weight, blocks.0.attn.sampling_angles.2.bias, blocks.1.attn.rel_pos_h, blocks.1.attn.rel_pos_w, blocks.1.attn.relative_position_bias_table, blocks.1.attn.relative_position_index, blocks.1.attn.sampling_offsets.2.weight, blocks.1.attn.sampling_offsets.2.bias, blocks.1.attn.sampling_scales.2.weight, blocks.1.attn.sampling_scales.2.bias, blocks.1.attn.sampling_angles.2.weight, blocks.1.attn.sampling_angles.2.bias, blocks.2.attn.rel_pos_h, blocks.2.attn.rel_pos_w, blocks.3.attn.rel_pos_h, blocks.3.attn.rel_pos_w, blocks.3.attn.relative_position_bias_table, blocks.3.attn.relative_position_index, blocks.3.attn.sampling_offsets.2.weight, blocks.3.attn.sampling_offsets.2.bias, blocks.3.attn.sampling_scales.2.weight, blocks.3.attn.sampling_scales.2.bias, blocks.3.attn.sampling_angles.2.weight, blocks.3.attn.sampling_angles.2.bias, blocks.4.attn.rel_pos_h, blocks.4.attn.rel_pos_w, blocks.4.attn.relative_position_bias_table, blocks.4.attn.relative_position_index, blocks.4.attn.sampling_offsets.2.weight, blocks.4.attn.sampling_offsets.2.bias, blocks.4.attn.sampling_scales.2.weight, blocks.4.attn.sampling_scales.2.bias, blocks.4.attn.sampling_angles.2.weight, blocks.4.attn.sampling_angles.2.bias, blocks.5.attn.rel_pos_h, blocks.5.attn.rel_pos_w, blocks.6.attn.rel_pos_h, blocks.6.attn.rel_pos_w, blocks.6.attn.relative_position_bias_table, blocks.6.attn.relative_position_index, blocks.6.attn.sampling_offsets.2.weight, blocks.6.attn.sampling_offsets.2.bias, blocks.6.attn.sampling_scales.2.weight, blocks.6.attn.sampling_scales.2.bias, blocks.6.attn.sampling_angles.2.weight, blocks.6.attn.sampling_angles.2.bias, blocks.7.attn.rel_pos_h, blocks.7.attn.rel_pos_w, blocks.7.attn.relative_position_bias_table, blocks.7.attn.relative_position_index, blocks.7.attn.sampling_offsets.2.weight, blocks.7.attn.sampling_offsets.2.bias, blocks.7.attn.sampling_scales.2.weight, blocks.7.attn.sampling_scales.2.bias, blocks.7.attn.sampling_angles.2.weight, blocks.7.attn.sampling_angles.2.bias, blocks.8.attn.rel_pos_h, blocks.8.attn.rel_pos_w, blocks.9.attn.rel_pos_h, blocks.9.attn.rel_pos_w, blocks.9.attn.relative_position_bias_table, blocks.9.attn.relative_position_index, blocks.9.attn.sampling_offsets.2.weight, blocks.9.attn.sampling_offsets.2.bias, blocks.9.attn.sampling_scales.2.weight, blocks.9.attn.sampling_scales.2.bias, blocks.9.attn.sampling_angles.2.weight, blocks.9.attn.sampling_angles.2.bias, blocks.10.attn.rel_pos_h, blocks.10.attn.rel_pos_w, blocks.10.attn.relative_position_bias_table, blocks.10.attn.relative_position_index, blocks.10.attn.sampling_offsets.2.weight, blocks.10.attn.sampling_offsets.2.bias, blocks.10.attn.sampling_scales.2.weight, blocks.10.attn.sampling_scales.2.bias, blocks.10.attn.sampling_angles.2.weight, blocks.10.attn.sampling_angles.2.bias, blocks.11.attn.rel_pos_h, blocks.11.attn.rel_pos_w, fpn1.0.weight, fpn1.0.bias, fpn1.1.ln.weight, fpn1.1.ln.bias, fpn1.3.weight, fpn1.3.bias, fpn2.0.weight, fpn2.0.bias
2022-07-02 09:48:31,561 - mmdet - INFO - load checkpoint from local path: work_dirs/faster/faster_rcnn_orpn_our_rsp_vit-base-win-rvsa_v3_wsz7_fpn_1x_dota10_ms_lr1e-4_ldr75_dpr15/latest.pth
2022-07-02 09:48:32,898 - mmdet - INFO - the iteration number is changed due to change of GPU number
2022-07-02 09:48:32,959 - mmdet - INFO - resumed epoch 10, iter 162274
2022-07-02 09:48:32,960 - mmdet - INFO - Start running, host: root@DGX-124, work_dir: /workspace/CV/users/wangdi153/OBBDetection/work_dirs/faster/faster_rcnn_orpn_our_rsp_vit-base-win-rvsa_v3_wsz7_fpn_1x_dota10_ms_lr1e-4_ldr75_dpr15
2022-07-02 09:48:32,961 - mmdet - INFO - Hooks will be executed in the following order:
before_run:
(VERY_HIGH ) StepLrUpdaterHook
(NORMAL ) CheckpointHook
(VERY_LOW ) TextLoggerHook
--------------------
before_train_epoch:
(VERY_HIGH ) StepLrUpdaterHook
(NORMAL ) DistSamplerSeedHook
(LOW ) IterTimerHook
(VERY_LOW ) TextLoggerHook
--------------------
before_train_iter:
(VERY_HIGH ) StepLrUpdaterHook
(LOW ) IterTimerHook
--------------------
after_train_iter:
(ABOVE_NORMAL) OptimizerHook
(NORMAL ) CheckpointHook
(LOW ) IterTimerHook
(VERY_LOW ) TextLoggerHook
--------------------
after_train_epoch:
(NORMAL ) CheckpointHook
(VERY_LOW ) TextLoggerHook
--------------------
before_val_epoch:
(NORMAL ) DistSamplerSeedHook
(LOW ) IterTimerHook
(VERY_LOW ) TextLoggerHook
--------------------
before_val_iter:
(LOW ) IterTimerHook
--------------------
after_val_iter:
(LOW ) IterTimerHook
--------------------
after_val_epoch:
(VERY_LOW ) TextLoggerHook
--------------------
after_run:
(VERY_LOW ) TextLoggerHook
--------------------
2022-07-02 09:48:32,961 - mmdet - INFO - workflow: [('train', 1)], max: 12 epochs
2022-07-02 09:48:32,961 - mmdet - INFO - Checkpoints will be saved to /workspace/CV/users/wangdi153/OBBDetection/work_dirs/faster/faster_rcnn_orpn_our_rsp_vit-base-win-rvsa_v3_wsz7_fpn_1x_dota10_ms_lr1e-4_ldr75_dpr15 by HardDiskBackend.
2022-07-02 09:49:16,210 - mmdet - INFO - Epoch [11][50/34163] lr: 2.376e-07, eta: 2 days, 11:29:34, time: 0.865, data_time: 0.390, memory: 13830, loss_rpn_cls: 0.0031, loss_rpn_bbox: 0.0315, loss_cls: 0.0642, acc: 97.2871, loss_bbox: 0.0628, loss: 0.1617, grad_norm: 3.0660
2022-07-02 09:49:39,719 - mmdet - INFO - Epoch [11][100/34163] lr: 2.376e-07, eta: 1 day, 21:54:28, time: 0.470, data_time: 0.003, memory: 13830, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0303, loss_cls: 0.0636, acc: 97.3926, loss_bbox: 0.0626, loss: 0.1629, grad_norm: 3.1989
2022-07-02 09:50:05,915 - mmdet - INFO - Epoch [11][150/34163] lr: 2.376e-07, eta: 1 day, 18:36:25, time: 0.524, data_time: 0.003, memory: 13830, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0225, loss_cls: 0.0613, acc: 97.5312, loss_bbox: 0.0627, loss: 0.1509, grad_norm: 3.7603
2022-07-02 09:50:27,208 - mmdet - INFO - Epoch [11][200/34163] lr: 2.376e-07, eta: 1 day, 15:16:03, time: 0.426, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0233, loss_cls: 0.0649, acc: 97.3574, loss_bbox: 0.0662, loss: 0.1591, grad_norm: 3.2537
2022-07-02 09:50:43,025 - mmdet - INFO - Epoch [11][250/34163] lr: 2.376e-07, eta: 1 day, 11:45:21, time: 0.316, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0444, loss_cls: 0.0745, acc: 96.8594, loss_bbox: 0.0765, loss: 0.2014, grad_norm: 4.3120
2022-07-02 09:51:01,484 - mmdet - INFO - Epoch [11][300/34163] lr: 2.376e-07, eta: 1 day, 10:01:07, time: 0.369, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0414, loss_cls: 0.0792, acc: 96.7676, loss_bbox: 0.0809, loss: 0.2074, grad_norm: 3.8686
2022-07-02 09:51:17,274 - mmdet - INFO - Epoch [11][350/34163] lr: 2.376e-07, eta: 1 day, 8:15:09, time: 0.316, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0237, loss_cls: 0.0583, acc: 97.6660, loss_bbox: 0.0563, loss: 0.1433, grad_norm: 3.4582
2022-07-02 09:51:35,273 - mmdet - INFO - Epoch [11][400/34163] lr: 2.376e-07, eta: 1 day, 7:18:22, time: 0.360, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0069, loss_rpn_bbox: 0.0317, loss_cls: 0.0531, acc: 97.8535, loss_bbox: 0.0581, loss: 0.1498, grad_norm: 4.2055
2022-07-02 09:51:56,274 - mmdet - INFO - Epoch [11][450/34163] lr: 2.376e-07, eta: 1 day, 7:01:37, time: 0.420, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0232, loss_cls: 0.0668, acc: 97.2715, loss_bbox: 0.0667, loss: 0.1626, grad_norm: 3.4870
2022-07-02 09:52:14,362 - mmdet - INFO - Epoch [11][500/34163] lr: 2.376e-07, eta: 1 day, 6:24:09, time: 0.362, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0279, loss_cls: 0.0747, acc: 96.8555, loss_bbox: 0.0786, loss: 0.1860, grad_norm: 3.6676
2022-07-02 09:52:30,345 - mmdet - INFO - Epoch [11][550/34163] lr: 2.376e-07, eta: 1 day, 5:37:39, time: 0.320, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0336, loss_cls: 0.0697, acc: 97.0234, loss_bbox: 0.0723, loss: 0.1811, grad_norm: 3.6911
2022-07-02 09:52:48,883 - mmdet - INFO - Epoch [11][600/34163] lr: 2.376e-07, eta: 1 day, 5:16:26, time: 0.371, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0217, loss_cls: 0.0620, acc: 97.3398, loss_bbox: 0.0629, loss: 0.1498, grad_norm: 3.4238
2022-07-02 09:53:11,333 - mmdet - INFO - Epoch [11][650/34163] lr: 2.376e-07, eta: 1 day, 5:23:12, time: 0.449, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0397, loss_cls: 0.0694, acc: 97.1309, loss_bbox: 0.0746, loss: 0.1889, grad_norm: 3.7699
2022-07-02 09:53:31,457 - mmdet - INFO - Epoch [11][700/34163] lr: 2.376e-07, eta: 1 day, 5:15:15, time: 0.402, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0341, loss_cls: 0.0684, acc: 97.1875, loss_bbox: 0.0675, loss: 0.1745, grad_norm: 3.8355
2022-07-02 09:53:47,613 - mmdet - INFO - Epoch [11][750/34163] lr: 2.376e-07, eta: 1 day, 4:46:34, time: 0.323, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0027, loss_rpn_bbox: 0.0244, loss_cls: 0.0645, acc: 97.3496, loss_bbox: 0.0641, loss: 0.1558, grad_norm: 3.0304
2022-07-02 09:54:10,479 - mmdet - INFO - Epoch [11][800/34163] lr: 2.376e-07, eta: 1 day, 4:55:56, time: 0.457, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0220, loss_cls: 0.0655, acc: 97.2852, loss_bbox: 0.0629, loss: 0.1543, grad_norm: 3.7280
2022-07-02 09:54:26,306 - mmdet - INFO - Epoch [11][850/34163] lr: 2.376e-07, eta: 1 day, 4:30:05, time: 0.317, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0246, loss_cls: 0.0634, acc: 97.4785, loss_bbox: 0.0691, loss: 0.1627, grad_norm: 3.7672
2022-07-02 09:54:42,158 - mmdet - INFO - Epoch [11][900/34163] lr: 2.376e-07, eta: 1 day, 4:07:12, time: 0.317, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0261, loss_cls: 0.0552, acc: 97.6895, loss_bbox: 0.0614, loss: 0.1475, grad_norm: 3.6642
2022-07-02 09:55:01,108 - mmdet - INFO - Epoch [11][950/34163] lr: 2.376e-07, eta: 1 day, 4:00:06, time: 0.379, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0023, loss_rpn_bbox: 0.0262, loss_cls: 0.0660, acc: 97.2754, loss_bbox: 0.0773, loss: 0.1718, grad_norm: 3.5150
2022-07-02 09:55:16,864 - mmdet - INFO - Epoch [11][1000/34163] lr: 2.376e-07, eta: 1 day, 3:40:33, time: 0.315, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0228, loss_cls: 0.0580, acc: 97.5547, loss_bbox: 0.0633, loss: 0.1474, grad_norm: 3.3463
2022-07-02 09:55:38,032 - mmdet - INFO - Epoch [11][1050/34163] lr: 2.376e-07, eta: 1 day, 3:44:01, time: 0.423, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0233, loss_cls: 0.0563, acc: 97.7637, loss_bbox: 0.0603, loss: 0.1439, grad_norm: 3.8462
2022-07-02 09:55:56,130 - mmdet - INFO - Epoch [11][1100/34163] lr: 2.376e-07, eta: 1 day, 3:35:41, time: 0.362, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0279, loss_cls: 0.0529, acc: 97.8457, loss_bbox: 0.0586, loss: 0.1428, grad_norm: 3.3377
2022-07-02 09:56:12,086 - mmdet - INFO - Epoch [11][1150/34163] lr: 2.376e-07, eta: 1 day, 3:20:23, time: 0.319, data_time: 0.003, memory: 13976, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0345, loss_cls: 0.0757, acc: 96.9297, loss_bbox: 0.0748, loss: 0.1905, grad_norm: 3.7941
2022-07-02 09:56:34,196 - mmdet - INFO - Epoch [11][1200/34163] lr: 2.376e-07, eta: 1 day, 3:27:24, time: 0.442, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0320, loss_cls: 0.0667, acc: 97.1934, loss_bbox: 0.0726, loss: 0.1758, grad_norm: 3.6487
2022-07-02 09:56:49,945 - mmdet - INFO - Epoch [11][1250/34163] lr: 2.376e-07, eta: 1 day, 3:12:56, time: 0.315, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0229, loss_cls: 0.0550, acc: 97.7520, loss_bbox: 0.0594, loss: 0.1409, grad_norm: 3.4523
2022-07-02 09:57:05,926 - mmdet - INFO - Epoch [11][1300/34163] lr: 2.376e-07, eta: 1 day, 3:00:17, time: 0.320, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0439, loss_cls: 0.0669, acc: 97.2461, loss_bbox: 0.0753, loss: 0.1906, grad_norm: 4.1313
2022-07-02 09:57:27,143 - mmdet - INFO - Epoch [11][1350/34163] lr: 2.376e-07, eta: 1 day, 3:04:29, time: 0.424, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0349, loss_cls: 0.0664, acc: 97.1504, loss_bbox: 0.0751, loss: 0.1818, grad_norm: 3.6378
2022-07-02 09:57:49,604 - mmdet - INFO - Epoch [11][1400/34163] lr: 2.376e-07, eta: 1 day, 3:12:00, time: 0.449, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0365, loss_cls: 0.0673, acc: 97.2773, loss_bbox: 0.0685, loss: 0.1763, grad_norm: 3.2975
2022-07-02 09:58:05,492 - mmdet - INFO - Epoch [11][1450/34163] lr: 2.376e-07, eta: 1 day, 3:00:22, time: 0.318, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0388, loss_cls: 0.0743, acc: 96.8848, loss_bbox: 0.0822, loss: 0.1996, grad_norm: 3.8141
2022-07-02 09:58:28,596 - mmdet - INFO - Epoch [11][1500/34163] lr: 2.376e-07, eta: 1 day, 3:09:14, time: 0.462, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0234, loss_cls: 0.0661, acc: 97.3203, loss_bbox: 0.0611, loss: 0.1535, grad_norm: 3.6412
2022-07-02 09:58:59,984 - mmdet - INFO - Epoch [11][1550/34163] lr: 2.376e-07, eta: 1 day, 3:39:26, time: 0.628, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0410, loss_cls: 0.0676, acc: 97.1035, loss_bbox: 0.0779, loss: 0.1908, grad_norm: 4.2738
2022-07-02 09:59:22,698 - mmdet - INFO - Epoch [11][1600/34163] lr: 2.376e-07, eta: 1 day, 3:45:28, time: 0.454, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0436, loss_cls: 0.0692, acc: 97.1387, loss_bbox: 0.0633, loss: 0.1816, grad_norm: 3.8444
2022-07-02 09:59:45,296 - mmdet - INFO - Epoch [11][1650/34163] lr: 2.376e-07, eta: 1 day, 3:50:50, time: 0.452, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0228, loss_cls: 0.0681, acc: 97.1680, loss_bbox: 0.0660, loss: 0.1608, grad_norm: 3.7153
2022-07-02 10:00:04,441 - mmdet - INFO - Epoch [11][1700/34163] lr: 2.376e-07, eta: 1 day, 3:47:31, time: 0.383, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0259, loss_cls: 0.0747, acc: 96.8730, loss_bbox: 0.0691, loss: 0.1754, grad_norm: 4.0403
2022-07-02 10:00:20,598 - mmdet - INFO - Epoch [11][1750/34163] lr: 2.376e-07, eta: 1 day, 3:37:24, time: 0.323, data_time: 0.004, memory: 13984, loss_rpn_cls: 0.0031, loss_rpn_bbox: 0.0286, loss_cls: 0.0644, acc: 97.2500, loss_bbox: 0.0651, loss: 0.1611, grad_norm: 3.3514
2022-07-02 10:00:39,593 - mmdet - INFO - Epoch [11][1800/34163] lr: 2.376e-07, eta: 1 day, 3:34:17, time: 0.380, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0234, loss_cls: 0.0570, acc: 97.6699, loss_bbox: 0.0652, loss: 0.1501, grad_norm: 3.3852
2022-07-02 10:01:02,322 - mmdet - INFO - Epoch [11][1850/34163] lr: 2.376e-07, eta: 1 day, 3:39:34, time: 0.455, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0274, loss_cls: 0.0580, acc: 97.6211, loss_bbox: 0.0680, loss: 0.1581, grad_norm: 3.6082
2022-07-02 10:01:18,217 - mmdet - INFO - Epoch [11][1900/34163] lr: 2.376e-07, eta: 1 day, 3:29:51, time: 0.318, data_time: 0.004, memory: 13984, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0486, loss_cls: 0.0626, acc: 97.4609, loss_bbox: 0.0645, loss: 0.1799, grad_norm: 3.8253
2022-07-02 10:01:34,174 - mmdet - INFO - Epoch [11][1950/34163] lr: 2.376e-07, eta: 1 day, 3:20:42, time: 0.319, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0305, loss_cls: 0.0702, acc: 97.1270, loss_bbox: 0.0739, loss: 0.1798, grad_norm: 3.5664
2022-07-02 10:01:55,263 - mmdet - INFO - Epoch [11][2000/34163] lr: 2.376e-07, eta: 1 day, 3:22:33, time: 0.422, data_time: 0.004, memory: 13984, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0397, loss_cls: 0.0759, acc: 96.8242, loss_bbox: 0.0760, loss: 0.1955, grad_norm: 3.8533
2022-07-02 10:02:11,239 - mmdet - INFO - Epoch [11][2050/34163] lr: 2.376e-07, eta: 1 day, 3:14:04, time: 0.320, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0236, loss_cls: 0.0681, acc: 97.1816, loss_bbox: 0.0712, loss: 0.1671, grad_norm: 3.2072
2022-07-02 10:02:27,217 - mmdet - INFO - Epoch [11][2100/34163] lr: 2.376e-07, eta: 1 day, 3:05:59, time: 0.320, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0026, loss_rpn_bbox: 0.0342, loss_cls: 0.0576, acc: 97.6348, loss_bbox: 0.0702, loss: 0.1646, grad_norm: 3.5262
2022-07-02 10:02:43,281 - mmdet - INFO - Epoch [11][2150/34163] lr: 2.376e-07, eta: 1 day, 2:58:25, time: 0.321, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0284, loss_cls: 0.0624, acc: 97.3770, loss_bbox: 0.0682, loss: 0.1636, grad_norm: 3.6842
2022-07-02 10:02:59,202 - mmdet - INFO - Epoch [11][2200/34163] lr: 2.376e-07, eta: 1 day, 2:50:55, time: 0.318, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0028, loss_rpn_bbox: 0.0232, loss_cls: 0.0573, acc: 97.6523, loss_bbox: 0.0586, loss: 0.1418, grad_norm: 3.4356
2022-07-02 10:03:22,935 - mmdet - INFO - Epoch [11][2250/34163] lr: 2.376e-07, eta: 1 day, 2:57:57, time: 0.475, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0062, loss_rpn_bbox: 0.0207, loss_cls: 0.0585, acc: 97.5742, loss_bbox: 0.0608, loss: 0.1462, grad_norm: 3.3811
2022-07-02 10:03:38,929 - mmdet - INFO - Epoch [11][2300/34163] lr: 2.376e-07, eta: 1 day, 2:50:54, time: 0.320, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0368, loss_cls: 0.0749, acc: 96.8555, loss_bbox: 0.0811, loss: 0.1975, grad_norm: 3.6921
2022-07-02 10:03:57,721 - mmdet - INFO - Epoch [11][2350/34163] lr: 2.376e-07, eta: 1 day, 2:48:59, time: 0.376, data_time: 0.005, memory: 13984, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0387, loss_cls: 0.0736, acc: 96.8320, loss_bbox: 0.0701, loss: 0.1865, grad_norm: 4.0402
2022-07-02 10:04:16,865 - mmdet - INFO - Epoch [11][2400/34163] lr: 2.376e-07, eta: 1 day, 2:47:46, time: 0.383, data_time: 0.004, memory: 13984, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0446, loss_cls: 0.0665, acc: 97.2812, loss_bbox: 0.0651, loss: 0.1804, grad_norm: 3.8367
2022-07-02 10:04:38,893 - mmdet - INFO - Epoch [11][2450/34163] lr: 2.376e-07, eta: 1 day, 2:51:23, time: 0.441, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0402, loss_cls: 0.0616, acc: 97.5234, loss_bbox: 0.0654, loss: 0.1711, grad_norm: 3.3755
2022-07-02 10:04:54,934 - mmdet - INFO - Epoch [11][2500/34163] lr: 2.376e-07, eta: 1 day, 2:45:03, time: 0.321, data_time: 0.005, memory: 13984, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0430, loss_cls: 0.0657, acc: 97.1973, loss_bbox: 0.0637, loss: 0.1787, grad_norm: 3.5839
2022-07-02 10:05:18,822 - mmdet - INFO - Epoch [11][2550/34163] lr: 2.376e-07, eta: 1 day, 2:51:31, time: 0.478, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0333, loss_cls: 0.0629, acc: 97.4082, loss_bbox: 0.0655, loss: 0.1651, grad_norm: 3.5807
2022-07-02 10:05:34,842 - mmdet - INFO - Epoch [11][2600/34163] lr: 2.376e-07, eta: 1 day, 2:45:23, time: 0.321, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0351, loss_cls: 0.0690, acc: 97.1055, loss_bbox: 0.0658, loss: 0.1748, grad_norm: 3.6650
2022-07-02 10:05:55,800 - mmdet - INFO - Epoch [11][2650/34163] lr: 2.376e-07, eta: 1 day, 2:47:04, time: 0.419, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0308, loss_cls: 0.0704, acc: 97.1309, loss_bbox: 0.0654, loss: 0.1711, grad_norm: 3.8981
2022-07-02 10:06:14,493 - mmdet - INFO - Epoch [11][2700/34163] lr: 2.376e-07, eta: 1 day, 2:45:15, time: 0.374, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0245, loss_cls: 0.0658, acc: 97.3047, loss_bbox: 0.0676, loss: 0.1622, grad_norm: 3.5253
2022-07-02 10:06:30,432 - mmdet - INFO - Epoch [11][2750/34163] lr: 2.376e-07, eta: 1 day, 2:39:24, time: 0.319, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0297, loss_cls: 0.0632, acc: 97.3574, loss_bbox: 0.0671, loss: 0.1633, grad_norm: 3.7509
2022-07-02 10:06:52,229 - mmdet - INFO - Epoch [11][2800/34163] lr: 2.376e-07, eta: 1 day, 2:42:18, time: 0.436, data_time: 0.004, memory: 13984, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0281, loss_cls: 0.0684, acc: 97.2168, loss_bbox: 0.0680, loss: 0.1682, grad_norm: 3.1969
2022-07-02 10:07:08,203 - mmdet - INFO - Epoch [11][2850/34163] lr: 2.376e-07, eta: 1 day, 2:36:44, time: 0.319, data_time: 0.004, memory: 13984, loss_rpn_cls: 0.0026, loss_rpn_bbox: 0.0321, loss_cls: 0.0617, acc: 97.3926, loss_bbox: 0.0712, loss: 0.1677, grad_norm: 3.8239
2022-07-02 10:07:29,409 - mmdet - INFO - Epoch [11][2900/34163] lr: 2.376e-07, eta: 1 day, 2:38:43, time: 0.424, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0329, loss_cls: 0.0620, acc: 97.4336, loss_bbox: 0.0720, loss: 0.1706, grad_norm: 3.6584
2022-07-02 10:07:45,340 - mmdet - INFO - Epoch [11][2950/34163] lr: 2.376e-07, eta: 1 day, 2:33:20, time: 0.319, data_time: 0.004, memory: 13984, loss_rpn_cls: 0.0031, loss_rpn_bbox: 0.0177, loss_cls: 0.0579, acc: 97.5996, loss_bbox: 0.0723, loss: 0.1510, grad_norm: 3.5009
2022-07-02 10:08:06,464 - mmdet - INFO - Epoch [11][3000/34163] lr: 2.376e-07, eta: 1 day, 2:35:10, time: 0.422, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0375, loss_cls: 0.0694, acc: 97.1797, loss_bbox: 0.0687, loss: 0.1791, grad_norm: 3.4175
2022-07-02 10:08:22,410 - mmdet - INFO - Epoch [11][3050/34163] lr: 2.376e-07, eta: 1 day, 2:30:01, time: 0.319, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0180, loss_cls: 0.0585, acc: 97.5723, loss_bbox: 0.0675, loss: 0.1488, grad_norm: 3.2600
2022-07-02 10:08:38,375 - mmdet - INFO - Epoch [11][3100/34163] lr: 2.376e-07, eta: 1 day, 2:25:02, time: 0.319, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0369, loss_cls: 0.0807, acc: 96.6895, loss_bbox: 0.0831, loss: 0.2061, grad_norm: 4.7340
2022-07-02 10:08:58,451 - mmdet - INFO - Epoch [11][3150/34163] lr: 2.376e-07, eta: 1 day, 2:25:32, time: 0.401, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0307, loss_cls: 0.0685, acc: 97.1465, loss_bbox: 0.0683, loss: 0.1712, grad_norm: 3.4863
2022-07-02 10:09:18,502 - mmdet - INFO - Epoch [11][3200/34163] lr: 2.376e-07, eta: 1 day, 2:25:58, time: 0.401, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0263, loss_cls: 0.0639, acc: 97.3223, loss_bbox: 0.0623, loss: 0.1565, grad_norm: 3.6363
2022-07-02 10:09:34,382 - mmdet - INFO - Epoch [11][3250/34163] lr: 2.376e-07, eta: 1 day, 2:21:09, time: 0.318, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0314, loss_cls: 0.0560, acc: 97.7012, loss_bbox: 0.0576, loss: 0.1489, grad_norm: 3.2321
2022-07-02 10:09:50,325 - mmdet - INFO - Epoch [11][3300/34163] lr: 2.376e-07, eta: 1 day, 2:16:34, time: 0.319, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0560, loss_cls: 0.0752, acc: 96.9688, loss_bbox: 0.0820, loss: 0.2173, grad_norm: 4.0778
2022-07-02 10:10:09,602 - mmdet - INFO - Epoch [11][3350/34163] lr: 2.376e-07, eta: 1 day, 2:16:09, time: 0.386, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0277, loss_cls: 0.0600, acc: 97.4805, loss_bbox: 0.0636, loss: 0.1546, grad_norm: 3.4704
2022-07-02 10:10:31,084 - mmdet - INFO - Epoch [11][3400/34163] lr: 2.376e-07, eta: 1 day, 2:18:22, time: 0.430, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0298, loss_cls: 0.0682, acc: 97.1523, loss_bbox: 0.0711, loss: 0.1742, grad_norm: 3.8891
2022-07-02 10:10:52,195 - mmdet - INFO - Epoch [11][3450/34163] lr: 2.376e-07, eta: 1 day, 2:20:05, time: 0.422, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0278, loss_cls: 0.0612, acc: 97.3965, loss_bbox: 0.0705, loss: 0.1639, grad_norm: 3.3784
2022-07-02 10:11:12,767 - mmdet - INFO - Epoch [11][3500/34163] lr: 2.376e-07, eta: 1 day, 2:21:07, time: 0.411, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0310, loss_cls: 0.0660, acc: 97.3730, loss_bbox: 0.0691, loss: 0.1716, grad_norm: 3.8462
2022-07-02 10:11:28,766 - mmdet - INFO - Epoch [11][3550/34163] lr: 2.376e-07, eta: 1 day, 2:16:52, time: 0.320, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0342, loss_cls: 0.0678, acc: 97.1758, loss_bbox: 0.0707, loss: 0.1782, grad_norm: 3.3586
2022-07-02 10:11:49,751 - mmdet - INFO - Epoch [11][3600/34163] lr: 2.376e-07, eta: 1 day, 2:18:21, time: 0.420, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0303, loss_cls: 0.0716, acc: 97.0625, loss_bbox: 0.0699, loss: 0.1755, grad_norm: 3.6989
2022-07-02 10:12:08,100 - mmdet - INFO - Epoch [11][3650/34163] lr: 2.376e-07, eta: 1 day, 2:16:52, time: 0.367, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0234, loss_cls: 0.0648, acc: 97.3379, loss_bbox: 0.0620, loss: 0.1549, grad_norm: 3.3018
2022-07-02 10:12:29,540 - mmdet - INFO - Epoch [11][3700/34163] lr: 2.376e-07, eta: 1 day, 2:18:48, time: 0.429, data_time: 0.004, memory: 13984, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0329, loss_cls: 0.0639, acc: 97.3105, loss_bbox: 0.0744, loss: 0.1761, grad_norm: 3.7111
2022-07-02 10:12:51,193 - mmdet - INFO - Epoch [11][3750/34163] lr: 2.376e-07, eta: 1 day, 2:20:54, time: 0.433, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0286, loss_cls: 0.0684, acc: 97.1387, loss_bbox: 0.0629, loss: 0.1635, grad_norm: 3.2037
2022-07-02 10:13:07,059 - mmdet - INFO - Epoch [11][3800/34163] lr: 2.376e-07, eta: 1 day, 2:16:45, time: 0.317, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0313, loss_cls: 0.0632, acc: 97.4043, loss_bbox: 0.0658, loss: 0.1647, grad_norm: 3.2992
2022-07-02 10:13:27,519 - mmdet - INFO - Epoch [11][3850/34163] lr: 2.376e-07, eta: 1 day, 2:17:33, time: 0.409, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0286, loss_cls: 0.0634, acc: 97.3496, loss_bbox: 0.0668, loss: 0.1644, grad_norm: 3.3205
2022-07-02 10:13:43,450 - mmdet - INFO - Epoch [11][3900/34163] lr: 2.376e-07, eta: 1 day, 2:13:36, time: 0.319, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0332, loss_cls: 0.0695, acc: 97.1641, loss_bbox: 0.0686, loss: 0.1757, grad_norm: 3.5580
2022-07-02 10:13:59,323 - mmdet - INFO - Epoch [11][3950/34163] lr: 2.376e-07, eta: 1 day, 2:09:41, time: 0.317, data_time: 0.004, memory: 13984, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0290, loss_cls: 0.0700, acc: 97.0410, loss_bbox: 0.0634, loss: 0.1670, grad_norm: 3.4353
2022-07-02 10:14:18,501 - mmdet - INFO - Epoch [11][4000/34163] lr: 2.376e-07, eta: 1 day, 2:09:13, time: 0.383, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0161, loss_cls: 0.0633, acc: 97.4023, loss_bbox: 0.0663, loss: 0.1503, grad_norm: 3.7486
2022-07-02 10:14:34,407 - mmdet - INFO - Epoch [11][4050/34163] lr: 2.376e-07, eta: 1 day, 2:05:29, time: 0.318, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0254, loss_cls: 0.0705, acc: 97.0977, loss_bbox: 0.0691, loss: 0.1711, grad_norm: 3.7150
2022-07-02 10:14:50,296 - mmdet - INFO - Epoch [11][4100/34163] lr: 2.376e-07, eta: 1 day, 2:01:48, time: 0.318, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0281, loss_cls: 0.0687, acc: 97.2012, loss_bbox: 0.0698, loss: 0.1708, grad_norm: 3.8089
2022-07-02 10:15:08,413 - mmdet - INFO - Epoch [11][4150/34163] lr: 2.376e-07, eta: 1 day, 2:00:23, time: 0.362, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0362, loss_cls: 0.0666, acc: 97.2324, loss_bbox: 0.0749, loss: 0.1820, grad_norm: 3.5609
2022-07-02 10:15:24,332 - mmdet - INFO - Epoch [11][4200/34163] lr: 2.376e-07, eta: 1 day, 1:56:53, time: 0.318, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0027, loss_rpn_bbox: 0.0224, loss_cls: 0.0669, acc: 97.1504, loss_bbox: 0.0694, loss: 0.1614, grad_norm: 3.9150
2022-07-02 10:15:40,228 - mmdet - INFO - Epoch [11][4250/34163] lr: 2.376e-07, eta: 1 day, 1:53:25, time: 0.318, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0276, loss_cls: 0.0604, acc: 97.4551, loss_bbox: 0.0611, loss: 0.1533, grad_norm: 3.4190
2022-07-02 10:16:08,632 - mmdet - INFO - Epoch [11][4300/34163] lr: 2.376e-07, eta: 1 day, 2:01:50, time: 0.568, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0342, loss_cls: 0.0759, acc: 96.8574, loss_bbox: 0.0746, loss: 0.1907, grad_norm: 3.6154
2022-07-02 10:16:32,372 - mmdet - INFO - Epoch [11][4350/34163] lr: 2.376e-07, eta: 1 day, 2:05:42, time: 0.475, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0271, loss_cls: 0.0747, acc: 96.8984, loss_bbox: 0.0742, loss: 0.1807, grad_norm: 3.6936
2022-07-02 10:16:50,896 - mmdet - INFO - Epoch [11][4400/34163] lr: 2.376e-07, eta: 1 day, 2:04:39, time: 0.370, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0022, loss_rpn_bbox: 0.0234, loss_cls: 0.0577, acc: 97.6211, loss_bbox: 0.0611, loss: 0.1443, grad_norm: 3.0235
2022-07-02 10:17:06,823 - mmdet - INFO - Epoch [11][4450/34163] lr: 2.376e-07, eta: 1 day, 2:01:16, time: 0.319, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0297, loss_cls: 0.0606, acc: 97.5859, loss_bbox: 0.0695, loss: 0.1638, grad_norm: 3.3475
2022-07-02 10:17:26,476 - mmdet - INFO - Epoch [11][4500/34163] lr: 2.376e-07, eta: 1 day, 2:01:18, time: 0.393, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0231, loss_cls: 0.0618, acc: 97.5000, loss_bbox: 0.0628, loss: 0.1517, grad_norm: 3.7798
2022-07-02 10:17:42,370 - mmdet - INFO - Epoch [11][4550/34163] lr: 2.376e-07, eta: 1 day, 1:57:59, time: 0.318, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0201, loss_cls: 0.0591, acc: 97.5059, loss_bbox: 0.0614, loss: 0.1440, grad_norm: 3.7337
2022-07-02 10:17:58,369 - mmdet - INFO - Epoch [11][4600/34163] lr: 2.376e-07, eta: 1 day, 1:54:49, time: 0.320, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0230, loss_cls: 0.0587, acc: 97.5625, loss_bbox: 0.0602, loss: 0.1457, grad_norm: 3.2670
2022-07-02 10:18:14,300 - mmdet - INFO - Epoch [11][4650/34163] lr: 2.376e-07, eta: 1 day, 1:51:40, time: 0.319, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0347, loss_cls: 0.0597, acc: 97.5039, loss_bbox: 0.0580, loss: 0.1568, grad_norm: 3.4939
2022-07-02 10:18:35,945 - mmdet - INFO - Epoch [11][4700/34163] lr: 2.376e-07, eta: 1 day, 1:53:30, time: 0.433, data_time: 0.004, memory: 13984, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0292, loss_cls: 0.0622, acc: 97.3730, loss_bbox: 0.0646, loss: 0.1613, grad_norm: 3.6283
2022-07-02 10:18:54,657 - mmdet - INFO - Epoch [11][4750/34163] lr: 2.376e-07, eta: 1 day, 1:52:46, time: 0.374, data_time: 0.004, memory: 13984, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0422, loss_cls: 0.0742, acc: 96.8555, loss_bbox: 0.0792, loss: 0.2003, grad_norm: 3.6123
2022-07-02 10:19:10,603 - mmdet - INFO - Epoch [11][4800/34163] lr: 2.376e-07, eta: 1 day, 1:49:44, time: 0.319, data_time: 0.004, memory: 13984, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0335, loss_cls: 0.0697, acc: 96.9883, loss_bbox: 0.0713, loss: 0.1795, grad_norm: 3.7085
2022-07-02 10:19:31,381 - mmdet - INFO - Epoch [11][4850/34163] lr: 2.376e-07, eta: 1 day, 1:50:46, time: 0.415, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0266, loss_cls: 0.0684, acc: 97.0605, loss_bbox: 0.0699, loss: 0.1683, grad_norm: 3.6745
2022-07-02 10:19:47,291 - mmdet - INFO - Epoch [11][4900/34163] lr: 2.376e-07, eta: 1 day, 1:47:46, time: 0.318, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0291, loss_cls: 0.0630, acc: 97.3652, loss_bbox: 0.0741, loss: 0.1701, grad_norm: 4.3342
2022-07-02 10:20:06,263 - mmdet - INFO - Epoch [11][4950/34163] lr: 2.376e-07, eta: 1 day, 1:47:20, time: 0.379, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0023, loss_rpn_bbox: 0.0329, loss_cls: 0.0668, acc: 97.2539, loss_bbox: 0.0638, loss: 0.1658, grad_norm: 3.4355
2022-07-02 10:20:26,507 - mmdet - INFO - Epoch [11][5000/34163] lr: 2.376e-07, eta: 1 day, 1:47:55, time: 0.405, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0359, loss_cls: 0.0650, acc: 97.3379, loss_bbox: 0.0653, loss: 0.1715, grad_norm: 3.8070
2022-07-02 10:20:44,768 - mmdet - INFO - Epoch [11][5050/34163] lr: 2.376e-07, eta: 1 day, 1:46:54, time: 0.365, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0414, loss_cls: 0.0665, acc: 97.3262, loss_bbox: 0.0665, loss: 0.1779, grad_norm: 3.7279
2022-07-02 10:21:00,708 - mmdet - INFO - Epoch [11][5100/34163] lr: 2.376e-07, eta: 1 day, 1:44:03, time: 0.319, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0397, loss_cls: 0.0639, acc: 97.3281, loss_bbox: 0.0639, loss: 0.1709, grad_norm: 3.5841
2022-07-02 10:21:16,569 - mmdet - INFO - Epoch [11][5150/34163] lr: 2.376e-07, eta: 1 day, 1:41:12, time: 0.317, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0028, loss_rpn_bbox: 0.0221, loss_cls: 0.0552, acc: 97.6621, loss_bbox: 0.0551, loss: 0.1352, grad_norm: 3.2885
2022-07-02 10:21:32,469 - mmdet - INFO - Epoch [11][5200/34163] lr: 2.376e-07, eta: 1 day, 1:38:25, time: 0.318, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0267, loss_cls: 0.0663, acc: 97.3301, loss_bbox: 0.0704, loss: 0.1666, grad_norm: 3.5735
2022-07-02 10:21:48,387 - mmdet - INFO - Epoch [11][5250/34163] lr: 2.376e-07, eta: 1 day, 1:35:42, time: 0.318, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0345, loss_cls: 0.0644, acc: 97.3242, loss_bbox: 0.0641, loss: 0.1676, grad_norm: 3.9395
2022-07-02 10:22:04,316 - mmdet - INFO - Epoch [11][5300/34163] lr: 2.376e-07, eta: 1 day, 1:33:03, time: 0.319, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0025, loss_rpn_bbox: 0.0361, loss_cls: 0.0606, acc: 97.4902, loss_bbox: 0.0691, loss: 0.1683, grad_norm: 3.5817
2022-07-02 10:22:20,214 - mmdet - INFO - Epoch [11][5350/34163] lr: 2.376e-07, eta: 1 day, 1:30:24, time: 0.318, data_time: 0.003, memory: 13984, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0330, loss_cls: 0.0617, acc: 97.4609, loss_bbox: 0.0650, loss: 0.1641, grad_norm: 3.7260
2022-07-02 10:22:36,168 - mmdet - INFO - Epoch [11][5400/34163] lr: 2.376e-07, eta: 1 day, 1:27:51, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0220, loss_cls: 0.0619, acc: 97.5391, loss_bbox: 0.0714, loss: 0.1593, grad_norm: 3.3753
2022-07-02 10:22:59,522 - mmdet - INFO - Epoch [11][5450/34163] lr: 2.376e-07, eta: 1 day, 1:30:49, time: 0.467, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0362, loss_cls: 0.0650, acc: 97.2988, loss_bbox: 0.0676, loss: 0.1729, grad_norm: 3.7477
2022-07-02 10:23:22,486 - mmdet - INFO - Epoch [11][5500/34163] lr: 2.376e-07, eta: 1 day, 1:33:27, time: 0.459, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0432, loss_cls: 0.0723, acc: 97.0059, loss_bbox: 0.0732, loss: 0.1936, grad_norm: 3.8925
2022-07-02 10:23:41,501 - mmdet - INFO - Epoch [11][5550/34163] lr: 2.376e-07, eta: 1 day, 1:33:08, time: 0.380, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0309, loss_cls: 0.0766, acc: 96.7383, loss_bbox: 0.0672, loss: 0.1795, grad_norm: 3.6675
2022-07-02 10:23:57,456 - mmdet - INFO - Epoch [11][5600/34163] lr: 2.376e-07, eta: 1 day, 1:30:38, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0358, loss_cls: 0.0585, acc: 97.6211, loss_bbox: 0.0657, loss: 0.1636, grad_norm: 3.4563
2022-07-02 10:24:13,357 - mmdet - INFO - Epoch [11][5650/34163] lr: 2.376e-07, eta: 1 day, 1:28:08, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0025, loss_rpn_bbox: 0.0333, loss_cls: 0.0663, acc: 97.2305, loss_bbox: 0.0711, loss: 0.1732, grad_norm: 4.2378
2022-07-02 10:24:29,281 - mmdet - INFO - Epoch [11][5700/34163] lr: 2.376e-07, eta: 1 day, 1:25:41, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0268, loss_cls: 0.0640, acc: 97.3066, loss_bbox: 0.0657, loss: 0.1600, grad_norm: 3.9728
2022-07-02 10:24:51,675 - mmdet - INFO - Epoch [11][5750/34163] lr: 2.376e-07, eta: 1 day, 1:27:48, time: 0.448, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0324, loss_cls: 0.0655, acc: 97.2832, loss_bbox: 0.0643, loss: 0.1675, grad_norm: 3.6310
2022-07-02 10:25:09,923 - mmdet - INFO - Epoch [11][5800/34163] lr: 2.376e-07, eta: 1 day, 1:27:00, time: 0.365, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0328, loss_cls: 0.0595, acc: 97.5312, loss_bbox: 0.0623, loss: 0.1591, grad_norm: 3.7460
2022-07-02 10:25:25,893 - mmdet - INFO - Epoch [11][5850/34163] lr: 2.376e-07, eta: 1 day, 1:24:38, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0300, loss_cls: 0.0703, acc: 97.0293, loss_bbox: 0.0735, loss: 0.1787, grad_norm: 3.7031
2022-07-02 10:25:41,835 - mmdet - INFO - Epoch [11][5900/34163] lr: 2.376e-07, eta: 1 day, 1:22:18, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0299, loss_cls: 0.0683, acc: 97.1699, loss_bbox: 0.0685, loss: 0.1710, grad_norm: 3.6958
2022-07-02 10:25:57,754 - mmdet - INFO - Epoch [11][5950/34163] lr: 2.376e-07, eta: 1 day, 1:19:58, time: 0.318, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0023, loss_rpn_bbox: 0.0185, loss_cls: 0.0586, acc: 97.4805, loss_bbox: 0.0598, loss: 0.1392, grad_norm: 3.0877
2022-07-02 10:26:13,683 - mmdet - INFO - Epoch [11][6000/34163] lr: 2.376e-07, eta: 1 day, 1:17:41, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0312, loss_cls: 0.0667, acc: 97.2773, loss_bbox: 0.0665, loss: 0.1824, grad_norm: 4.7467
2022-07-02 10:26:33,022 - mmdet - INFO - Epoch [11][6050/34163] lr: 2.376e-07, eta: 1 day, 1:17:42, time: 0.387, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0300, loss_cls: 0.0670, acc: 97.2402, loss_bbox: 0.0658, loss: 0.1668, grad_norm: 3.5906
2022-07-02 10:26:54,738 - mmdet - INFO - Epoch [11][6100/34163] lr: 2.376e-07, eta: 1 day, 1:19:17, time: 0.434, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0257, loss_cls: 0.0556, acc: 97.5957, loss_bbox: 0.0687, loss: 0.1541, grad_norm: 3.2064
2022-07-02 10:27:16,832 - mmdet - INFO - Epoch [11][6150/34163] lr: 2.376e-07, eta: 1 day, 1:21:05, time: 0.442, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0027, loss_rpn_bbox: 0.0255, loss_cls: 0.0599, acc: 97.4883, loss_bbox: 0.0578, loss: 0.1459, grad_norm: 3.2586
2022-07-02 10:27:32,731 - mmdet - INFO - Epoch [11][6200/34163] lr: 2.376e-07, eta: 1 day, 1:18:49, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0293, loss_cls: 0.0676, acc: 97.3184, loss_bbox: 0.0762, loss: 0.1763, grad_norm: 4.2082
2022-07-02 10:27:48,610 - mmdet - INFO - Epoch [11][6250/34163] lr: 2.376e-07, eta: 1 day, 1:16:35, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0416, loss_cls: 0.0718, acc: 96.9180, loss_bbox: 0.0750, loss: 0.1940, grad_norm: 3.9221
2022-07-02 10:28:04,556 - mmdet - INFO - Epoch [11][6300/34163] lr: 2.376e-07, eta: 1 day, 1:14:25, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0387, loss_cls: 0.0697, acc: 97.0898, loss_bbox: 0.0719, loss: 0.1837, grad_norm: 4.0550
2022-07-02 10:28:20,591 - mmdet - INFO - Epoch [11][6350/34163] lr: 2.376e-07, eta: 1 day, 1:12:20, time: 0.321, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0297, loss_cls: 0.0686, acc: 97.2070, loss_bbox: 0.0596, loss: 0.1610, grad_norm: 4.4231
2022-07-02 10:28:36,518 - mmdet - INFO - Epoch [11][6400/34163] lr: 2.376e-07, eta: 1 day, 1:10:13, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0027, loss_rpn_bbox: 0.0227, loss_cls: 0.0667, acc: 97.3496, loss_bbox: 0.0589, loss: 0.1510, grad_norm: 3.3153
2022-07-02 10:28:52,398 - mmdet - INFO - Epoch [11][6450/34163] lr: 2.376e-07, eta: 1 day, 1:08:06, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0233, loss_cls: 0.0507, acc: 97.9043, loss_bbox: 0.0569, loss: 0.1339, grad_norm: 3.1959
2022-07-02 10:29:08,280 - mmdet - INFO - Epoch [11][6500/34163] lr: 2.376e-07, eta: 1 day, 1:06:01, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0338, loss_cls: 0.0608, acc: 97.6328, loss_bbox: 0.0607, loss: 0.1584, grad_norm: 3.5209
2022-07-02 10:29:28,542 - mmdet - INFO - Epoch [11][6550/34163] lr: 2.376e-07, eta: 1 day, 1:06:38, time: 0.405, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0261, loss_cls: 0.0562, acc: 97.7363, loss_bbox: 0.0589, loss: 0.1453, grad_norm: 3.0972
2022-07-02 10:29:44,500 - mmdet - INFO - Epoch [11][6600/34163] lr: 2.376e-07, eta: 1 day, 1:04:38, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0029, loss_rpn_bbox: 0.0308, loss_cls: 0.0580, acc: 97.5703, loss_bbox: 0.0556, loss: 0.1472, grad_norm: 3.1953
2022-07-02 10:30:00,538 - mmdet - INFO - Epoch [11][6650/34163] lr: 2.376e-07, eta: 1 day, 1:02:42, time: 0.321, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0383, loss_cls: 0.0666, acc: 97.1992, loss_bbox: 0.0727, loss: 0.1825, grad_norm: 4.2387
2022-07-02 10:30:23,320 - mmdet - INFO - Epoch [11][6700/34163] lr: 2.376e-07, eta: 1 day, 1:04:50, time: 0.456, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0337, loss_cls: 0.0560, acc: 97.6699, loss_bbox: 0.0583, loss: 0.1517, grad_norm: 3.7247
2022-07-02 10:30:39,251 - mmdet - INFO - Epoch [11][6750/34163] lr: 2.376e-07, eta: 1 day, 1:02:51, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0316, loss_cls: 0.0696, acc: 97.0664, loss_bbox: 0.0724, loss: 0.1775, grad_norm: 3.6512
2022-07-02 10:30:55,203 - mmdet - INFO - Epoch [11][6800/34163] lr: 2.376e-07, eta: 1 day, 1:00:54, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0028, loss_rpn_bbox: 0.0252, loss_cls: 0.0608, acc: 97.5586, loss_bbox: 0.0674, loss: 0.1562, grad_norm: 3.3171
2022-07-02 10:31:18,462 - mmdet - INFO - Epoch [11][6850/34163] lr: 2.376e-07, eta: 1 day, 1:03:16, time: 0.465, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0318, loss_cls: 0.0692, acc: 97.1758, loss_bbox: 0.0711, loss: 0.1751, grad_norm: 3.5961
2022-07-02 10:31:36,751 - mmdet - INFO - Epoch [11][6900/34163] lr: 2.376e-07, eta: 1 day, 1:02:42, time: 0.366, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0386, loss_cls: 0.0700, acc: 96.9941, loss_bbox: 0.0726, loss: 0.1851, grad_norm: 3.6344
2022-07-02 10:31:57,515 - mmdet - INFO - Epoch [11][6950/34163] lr: 2.376e-07, eta: 1 day, 1:03:34, time: 0.415, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0199, loss_cls: 0.0669, acc: 97.2734, loss_bbox: 0.0809, loss: 0.1719, grad_norm: 3.5286
2022-07-02 10:32:13,456 - mmdet - INFO - Epoch [11][7000/34163] lr: 2.376e-07, eta: 1 day, 1:01:39, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0281, loss_cls: 0.0677, acc: 97.2129, loss_bbox: 0.0654, loss: 0.1644, grad_norm: 3.4374
2022-07-02 10:32:34,004 - mmdet - INFO - Epoch [11][7050/34163] lr: 2.376e-07, eta: 1 day, 1:02:23, time: 0.411, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0269, loss_cls: 0.0652, acc: 97.3574, loss_bbox: 0.0681, loss: 0.1645, grad_norm: 3.3693
2022-07-02 10:32:50,024 - mmdet - INFO - Epoch [11][7100/34163] lr: 2.376e-07, eta: 1 day, 1:00:32, time: 0.320, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0203, loss_cls: 0.0679, acc: 97.1953, loss_bbox: 0.0637, loss: 0.1559, grad_norm: 3.1402
2022-07-02 10:33:19,771 - mmdet - INFO - Epoch [11][7150/34163] lr: 2.376e-07, eta: 1 day, 1:06:25, time: 0.595, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0335, loss_cls: 0.0689, acc: 97.2090, loss_bbox: 0.0684, loss: 0.1758, grad_norm: 3.4904
2022-07-02 10:33:42,103 - mmdet - INFO - Epoch [11][7200/34163] lr: 2.376e-07, eta: 1 day, 1:08:05, time: 0.447, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0344, loss_cls: 0.0720, acc: 97.0176, loss_bbox: 0.0738, loss: 0.1841, grad_norm: 4.9527
2022-07-02 10:34:00,296 - mmdet - INFO - Epoch [11][7250/34163] lr: 2.376e-07, eta: 1 day, 1:07:25, time: 0.364, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0329, loss_cls: 0.0718, acc: 97.1367, loss_bbox: 0.0767, loss: 0.1877, grad_norm: 3.9254
2022-07-02 10:34:16,266 - mmdet - INFO - Epoch [11][7300/34163] lr: 2.376e-07, eta: 1 day, 1:05:33, time: 0.319, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0379, loss_cls: 0.0632, acc: 97.3848, loss_bbox: 0.0707, loss: 0.1749, grad_norm: 3.6000
2022-07-02 10:34:35,004 - mmdet - INFO - Epoch [11][7350/34163] lr: 2.376e-07, eta: 1 day, 1:05:12, time: 0.375, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0029, loss_rpn_bbox: 0.0237, loss_cls: 0.0658, acc: 97.2637, loss_bbox: 0.0675, loss: 0.1599, grad_norm: 3.4195
2022-07-02 10:34:51,015 - mmdet - INFO - Epoch [11][7400/34163] lr: 2.376e-07, eta: 1 day, 1:03:23, time: 0.320, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0271, loss_cls: 0.0754, acc: 96.9121, loss_bbox: 0.0752, loss: 0.1825, grad_norm: 3.8467
2022-07-02 10:35:06,938 - mmdet - INFO - Epoch [11][7450/34163] lr: 2.376e-07, eta: 1 day, 1:01:33, time: 0.319, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0317, loss_cls: 0.0536, acc: 97.7441, loss_bbox: 0.0597, loss: 0.1484, grad_norm: 3.5330
2022-07-02 10:35:25,447 - mmdet - INFO - Epoch [11][7500/34163] lr: 2.376e-07, eta: 1 day, 1:01:06, time: 0.370, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0248, loss_cls: 0.0583, acc: 97.5898, loss_bbox: 0.0579, loss: 0.1458, grad_norm: 3.5907
2022-07-02 10:35:41,389 - mmdet - INFO - Epoch [11][7550/34163] lr: 2.376e-07, eta: 1 day, 0:59:18, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0241, loss_cls: 0.0700, acc: 97.0527, loss_bbox: 0.0682, loss: 0.1674, grad_norm: 3.5370
2022-07-02 10:35:57,232 - mmdet - INFO - Epoch [11][7600/34163] lr: 2.376e-07, eta: 1 day, 0:57:28, time: 0.317, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0031, loss_rpn_bbox: 0.0189, loss_cls: 0.0571, acc: 97.7266, loss_bbox: 0.0631, loss: 0.1421, grad_norm: 3.3949
2022-07-02 10:36:15,677 - mmdet - INFO - Epoch [11][7650/34163] lr: 2.376e-07, eta: 1 day, 0:57:01, time: 0.369, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0226, loss_cls: 0.0536, acc: 97.7715, loss_bbox: 0.0580, loss: 0.1377, grad_norm: 3.5866
2022-07-02 10:36:31,546 - mmdet - INFO - Epoch [11][7700/34163] lr: 2.376e-07, eta: 1 day, 0:55:14, time: 0.317, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0319, loss_cls: 0.0584, acc: 97.6855, loss_bbox: 0.0702, loss: 0.1643, grad_norm: 3.5304
2022-07-02 10:36:49,739 - mmdet - INFO - Epoch [11][7750/34163] lr: 2.376e-07, eta: 1 day, 0:54:40, time: 0.364, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0237, loss_cls: 0.0672, acc: 97.1660, loss_bbox: 0.0701, loss: 0.1648, grad_norm: 3.5735
2022-07-02 10:37:08,490 - mmdet - INFO - Epoch [11][7800/34163] lr: 2.376e-07, eta: 1 day, 0:54:23, time: 0.375, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0387, loss_cls: 0.0677, acc: 97.2148, loss_bbox: 0.0641, loss: 0.1760, grad_norm: 3.6706
2022-07-02 10:37:24,477 - mmdet - INFO - Epoch [11][7850/34163] lr: 2.376e-07, eta: 1 day, 0:52:42, time: 0.320, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0026, loss_rpn_bbox: 0.0376, loss_cls: 0.0699, acc: 97.0293, loss_bbox: 0.0677, loss: 0.1778, grad_norm: 3.7779
2022-07-02 10:37:40,430 - mmdet - INFO - Epoch [11][7900/34163] lr: 2.376e-07, eta: 1 day, 0:51:01, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0346, loss_cls: 0.0714, acc: 97.0898, loss_bbox: 0.0588, loss: 0.1692, grad_norm: 3.2700
2022-07-02 10:37:59,308 - mmdet - INFO - Epoch [11][7950/34163] lr: 2.376e-07, eta: 1 day, 0:50:49, time: 0.378, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0311, loss_cls: 0.0601, acc: 97.5039, loss_bbox: 0.0592, loss: 0.1557, grad_norm: 3.6888
2022-07-02 10:38:27,794 - mmdet - INFO - Epoch [11][8000/34163] lr: 2.376e-07, eta: 1 day, 0:55:24, time: 0.570, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0300, loss_cls: 0.0681, acc: 97.2441, loss_bbox: 0.0747, loss: 0.1784, grad_norm: 3.5462
2022-07-02 10:38:46,072 - mmdet - INFO - Epoch [11][8050/34163] lr: 2.376e-07, eta: 1 day, 0:54:53, time: 0.366, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0257, loss_cls: 0.0676, acc: 97.1562, loss_bbox: 0.0683, loss: 0.1673, grad_norm: 3.3786
2022-07-02 10:39:13,249 - mmdet - INFO - Epoch [11][8100/34163] lr: 2.376e-07, eta: 1 day, 0:58:44, time: 0.544, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0028, loss_rpn_bbox: 0.0214, loss_cls: 0.0589, acc: 97.5098, loss_bbox: 0.0600, loss: 0.1430, grad_norm: 3.4069
2022-07-02 10:39:29,156 - mmdet - INFO - Epoch [11][8150/34163] lr: 2.376e-07, eta: 1 day, 0:57:01, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0401, loss_cls: 0.0593, acc: 97.6035, loss_bbox: 0.0683, loss: 0.1714, grad_norm: 3.3131
2022-07-02 10:39:45,145 - mmdet - INFO - Epoch [11][8200/34163] lr: 2.376e-07, eta: 1 day, 0:55:22, time: 0.320, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0418, loss_cls: 0.0673, acc: 97.0840, loss_bbox: 0.0644, loss: 0.1780, grad_norm: 3.6899
2022-07-02 10:40:01,027 - mmdet - INFO - Epoch [11][8250/34163] lr: 2.376e-07, eta: 1 day, 0:53:41, time: 0.318, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0273, loss_cls: 0.0590, acc: 97.6113, loss_bbox: 0.0610, loss: 0.1519, grad_norm: 3.4153
2022-07-02 10:40:26,257 - mmdet - INFO - Epoch [11][8300/34163] lr: 2.376e-07, eta: 1 day, 0:56:30, time: 0.505, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0332, loss_cls: 0.0625, acc: 97.3594, loss_bbox: 0.0744, loss: 0.1748, grad_norm: 3.6363
2022-07-02 10:40:45,247 - mmdet - INFO - Epoch [11][8350/34163] lr: 2.376e-07, eta: 1 day, 0:56:18, time: 0.380, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0296, loss_cls: 0.0707, acc: 97.0996, loss_bbox: 0.0630, loss: 0.1665, grad_norm: 3.4754
2022-07-02 10:41:01,281 - mmdet - INFO - Epoch [11][8400/34163] lr: 2.376e-07, eta: 1 day, 0:54:41, time: 0.321, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0238, loss_cls: 0.0684, acc: 97.1504, loss_bbox: 0.0623, loss: 0.1593, grad_norm: 3.2180
2022-07-02 10:41:17,157 - mmdet - INFO - Epoch [11][8450/34163] lr: 2.376e-07, eta: 1 day, 0:53:02, time: 0.318, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0026, loss_rpn_bbox: 0.0233, loss_cls: 0.0588, acc: 97.4551, loss_bbox: 0.0639, loss: 0.1486, grad_norm: 3.2342
2022-07-02 10:41:33,112 - mmdet - INFO - Epoch [11][8500/34163] lr: 2.376e-07, eta: 1 day, 0:51:25, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0300, loss_cls: 0.0704, acc: 97.0469, loss_bbox: 0.0700, loss: 0.1749, grad_norm: 3.6459
2022-07-02 10:42:01,101 - mmdet - INFO - Epoch [11][8550/34163] lr: 2.376e-07, eta: 1 day, 0:55:26, time: 0.560, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0314, loss_cls: 0.0659, acc: 97.3379, loss_bbox: 0.0701, loss: 0.1729, grad_norm: 3.8454
2022-07-02 10:42:19,723 - mmdet - INFO - Epoch [11][8600/34163] lr: 2.376e-07, eta: 1 day, 0:55:03, time: 0.372, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0197, loss_cls: 0.0534, acc: 97.7344, loss_bbox: 0.0551, loss: 0.1323, grad_norm: 3.1847
2022-07-02 10:42:35,643 - mmdet - INFO - Epoch [11][8650/34163] lr: 2.376e-07, eta: 1 day, 0:53:26, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0022, loss_rpn_bbox: 0.0180, loss_cls: 0.0598, acc: 97.5078, loss_bbox: 0.0686, loss: 0.1486, grad_norm: 3.3109
2022-07-02 10:42:51,516 - mmdet - INFO - Epoch [11][8700/34163] lr: 2.376e-07, eta: 1 day, 0:51:48, time: 0.317, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0229, loss_cls: 0.0648, acc: 97.2734, loss_bbox: 0.0680, loss: 0.1587, grad_norm: 3.6075
2022-07-02 10:43:12,963 - mmdet - INFO - Epoch [11][8750/34163] lr: 2.376e-07, eta: 1 day, 0:52:44, time: 0.429, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0027, loss_rpn_bbox: 0.0261, loss_cls: 0.0677, acc: 97.1680, loss_bbox: 0.0696, loss: 0.1661, grad_norm: 3.5009
2022-07-02 10:43:28,839 - mmdet - INFO - Epoch [11][8800/34163] lr: 2.376e-07, eta: 1 day, 0:51:07, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0288, loss_cls: 0.0602, acc: 97.5156, loss_bbox: 0.0585, loss: 0.1504, grad_norm: 3.6884
2022-07-02 10:43:47,808 - mmdet - INFO - Epoch [11][8850/34163] lr: 2.376e-07, eta: 1 day, 0:50:55, time: 0.379, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0276, loss_cls: 0.0662, acc: 97.0898, loss_bbox: 0.0630, loss: 0.1609, grad_norm: 3.6958
2022-07-02 10:44:03,771 - mmdet - INFO - Epoch [11][8900/34163] lr: 2.376e-07, eta: 1 day, 0:49:22, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0335, loss_cls: 0.0645, acc: 97.2734, loss_bbox: 0.0701, loss: 0.1748, grad_norm: 3.8575
2022-07-02 10:44:19,733 - mmdet - INFO - Epoch [11][8950/34163] lr: 2.376e-07, eta: 1 day, 0:47:50, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0313, loss_cls: 0.0579, acc: 97.6758, loss_bbox: 0.0625, loss: 0.1584, grad_norm: 3.3781
2022-07-02 10:44:35,782 - mmdet - INFO - Epoch [11][9000/34163] lr: 2.376e-07, eta: 1 day, 0:46:21, time: 0.321, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0031, loss_rpn_bbox: 0.0225, loss_cls: 0.0625, acc: 97.4023, loss_bbox: 0.0679, loss: 0.1560, grad_norm: 3.3816
2022-07-02 10:45:01,427 - mmdet - INFO - Epoch [11][9050/34163] lr: 2.376e-07, eta: 1 day, 0:49:06, time: 0.513, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0212, loss_cls: 0.0680, acc: 97.1465, loss_bbox: 0.0694, loss: 0.1639, grad_norm: 3.3661
2022-07-02 10:45:22,251 - mmdet - INFO - Epoch [11][9100/34163] lr: 2.376e-07, eta: 1 day, 0:49:43, time: 0.416, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0024, loss_rpn_bbox: 0.0334, loss_cls: 0.0572, acc: 97.6758, loss_bbox: 0.0636, loss: 0.1566, grad_norm: 3.7859
2022-07-02 10:45:46,066 - mmdet - INFO - Epoch [11][9150/34163] lr: 2.376e-07, eta: 1 day, 0:51:36, time: 0.476, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0280, loss_cls: 0.0689, acc: 97.1582, loss_bbox: 0.0681, loss: 0.1684, grad_norm: 3.3510
2022-07-02 10:46:02,005 - mmdet - INFO - Epoch [11][9200/34163] lr: 2.376e-07, eta: 1 day, 0:50:04, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0334, loss_cls: 0.0679, acc: 97.1289, loss_bbox: 0.0637, loss: 0.1699, grad_norm: 3.6528
2022-07-02 10:46:22,308 - mmdet - INFO - Epoch [11][9250/34163] lr: 2.376e-07, eta: 1 day, 0:50:26, time: 0.406, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0316, loss_cls: 0.0705, acc: 97.0117, loss_bbox: 0.0710, loss: 0.1767, grad_norm: 4.0447
2022-07-02 10:46:45,105 - mmdet - INFO - Epoch [11][9300/34163] lr: 2.376e-07, eta: 1 day, 0:51:51, time: 0.456, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0272, loss_cls: 0.0670, acc: 97.3320, loss_bbox: 0.0653, loss: 0.1638, grad_norm: 3.5941
2022-07-02 10:47:00,993 - mmdet - INFO - Epoch [11][9350/34163] lr: 2.376e-07, eta: 1 day, 0:50:18, time: 0.318, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0245, loss_cls: 0.0586, acc: 97.6914, loss_bbox: 0.0661, loss: 0.1525, grad_norm: 3.2480
2022-07-02 10:47:16,929 - mmdet - INFO - Epoch [11][9400/34163] lr: 2.376e-07, eta: 1 day, 0:48:48, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0272, loss_cls: 0.0670, acc: 97.0684, loss_bbox: 0.0655, loss: 0.1641, grad_norm: 3.1805
2022-07-02 10:47:36,700 - mmdet - INFO - Epoch [11][9450/34163] lr: 2.376e-07, eta: 1 day, 0:48:55, time: 0.395, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0249, loss_cls: 0.0617, acc: 97.3789, loss_bbox: 0.0619, loss: 0.1537, grad_norm: 3.5599
2022-07-02 10:47:52,656 - mmdet - INFO - Epoch [11][9500/34163] lr: 2.376e-07, eta: 1 day, 0:47:26, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0311, loss_cls: 0.0682, acc: 97.2637, loss_bbox: 0.0746, loss: 0.1804, grad_norm: 3.5083
2022-07-02 10:48:08,600 - mmdet - INFO - Epoch [11][9550/34163] lr: 2.376e-07, eta: 1 day, 0:45:58, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0226, loss_cls: 0.0567, acc: 97.6016, loss_bbox: 0.0575, loss: 0.1397, grad_norm: 3.3992
2022-07-02 10:48:24,577 - mmdet - INFO - Epoch [11][9600/34163] lr: 2.376e-07, eta: 1 day, 0:44:31, time: 0.320, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0201, loss_cls: 0.0735, acc: 97.0254, loss_bbox: 0.0693, loss: 0.1673, grad_norm: 3.4576
2022-07-02 10:48:51,850 - mmdet - INFO - Epoch [11][9650/34163] lr: 2.376e-07, eta: 1 day, 0:47:44, time: 0.545, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0395, loss_cls: 0.0725, acc: 97.0527, loss_bbox: 0.0701, loss: 0.1868, grad_norm: 3.6990
2022-07-02 10:49:07,794 - mmdet - INFO - Epoch [11][9700/34163] lr: 2.376e-07, eta: 1 day, 0:46:16, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0215, loss_cls: 0.0599, acc: 97.4453, loss_bbox: 0.0711, loss: 0.1561, grad_norm: 3.4795
2022-07-02 10:49:23,693 - mmdet - INFO - Epoch [11][9750/34163] lr: 2.376e-07, eta: 1 day, 0:44:48, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0244, loss_cls: 0.0636, acc: 97.3594, loss_bbox: 0.0715, loss: 0.1640, grad_norm: 3.3900
2022-07-02 10:49:42,762 - mmdet - INFO - Epoch [11][9800/34163] lr: 2.376e-07, eta: 1 day, 0:44:38, time: 0.381, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0276, loss_cls: 0.0724, acc: 96.9551, loss_bbox: 0.0828, loss: 0.1867, grad_norm: 3.5445
2022-07-02 10:50:01,845 - mmdet - INFO - Epoch [11][9850/34163] lr: 2.376e-07, eta: 1 day, 0:44:28, time: 0.382, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0278, loss_cls: 0.0709, acc: 97.1152, loss_bbox: 0.0725, loss: 0.1772, grad_norm: 3.8354
2022-07-02 10:50:21,456 - mmdet - INFO - Epoch [11][9900/34163] lr: 2.376e-07, eta: 1 day, 0:44:31, time: 0.392, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0217, loss_cls: 0.0630, acc: 97.4395, loss_bbox: 0.0521, loss: 0.1432, grad_norm: 3.3894
2022-07-02 10:50:37,382 - mmdet - INFO - Epoch [11][9950/34163] lr: 2.376e-07, eta: 1 day, 0:43:05, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0215, loss_cls: 0.0649, acc: 97.3301, loss_bbox: 0.0686, loss: 0.1590, grad_norm: 3.4025
2022-07-02 10:50:55,736 - mmdet - INFO - Epoch [11][10000/34163] lr: 2.376e-07, eta: 1 day, 0:42:38, time: 0.367, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0308, loss_cls: 0.0619, acc: 97.4434, loss_bbox: 0.0626, loss: 0.1604, grad_norm: 3.4855
2022-07-02 10:51:11,704 - mmdet - INFO - Epoch [11][10050/34163] lr: 2.376e-07, eta: 1 day, 0:41:14, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0347, loss_cls: 0.0607, acc: 97.4531, loss_bbox: 0.0684, loss: 0.1676, grad_norm: 3.5717
2022-07-02 10:51:30,123 - mmdet - INFO - Epoch [11][10100/34163] lr: 2.376e-07, eta: 1 day, 0:40:49, time: 0.368, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0352, loss_cls: 0.0759, acc: 96.8145, loss_bbox: 0.0698, loss: 0.1860, grad_norm: 3.9816
2022-07-02 10:51:46,078 - mmdet - INFO - Epoch [11][10150/34163] lr: 2.376e-07, eta: 1 day, 0:39:26, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0370, loss_cls: 0.0659, acc: 97.2637, loss_bbox: 0.0679, loss: 0.1747, grad_norm: 4.6808
2022-07-02 10:52:01,975 - mmdet - INFO - Epoch [11][10200/34163] lr: 2.376e-07, eta: 1 day, 0:38:02, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0334, loss_cls: 0.0590, acc: 97.5410, loss_bbox: 0.0595, loss: 0.1563, grad_norm: 3.3974
2022-07-02 10:52:20,362 - mmdet - INFO - Epoch [11][10250/34163] lr: 2.376e-07, eta: 1 day, 0:37:37, time: 0.368, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0249, loss_cls: 0.0613, acc: 97.5352, loss_bbox: 0.0603, loss: 0.1503, grad_norm: 3.1522
2022-07-02 10:52:36,257 - mmdet - INFO - Epoch [11][10300/34163] lr: 2.376e-07, eta: 1 day, 0:36:14, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0267, loss_cls: 0.0606, acc: 97.5332, loss_bbox: 0.0656, loss: 0.1572, grad_norm: 3.4957
2022-07-02 10:52:52,251 - mmdet - INFO - Epoch [11][10350/34163] lr: 2.376e-07, eta: 1 day, 0:34:54, time: 0.320, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0223, loss_cls: 0.0604, acc: 97.5449, loss_bbox: 0.0676, loss: 0.1550, grad_norm: 3.3405
2022-07-02 10:53:15,589 - mmdet - INFO - Epoch [11][10400/34163] lr: 2.376e-07, eta: 1 day, 0:36:23, time: 0.467, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0257, loss_cls: 0.0598, acc: 97.5723, loss_bbox: 0.0584, loss: 0.1477, grad_norm: 3.1902
2022-07-02 10:53:35,849 - mmdet - INFO - Epoch [11][10450/34163] lr: 2.376e-07, eta: 1 day, 0:36:40, time: 0.405, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0297, loss_cls: 0.0727, acc: 97.0371, loss_bbox: 0.0680, loss: 0.1755, grad_norm: 3.8350
2022-07-02 10:53:55,119 - mmdet - INFO - Epoch [11][10500/34163] lr: 2.376e-07, eta: 1 day, 0:36:35, time: 0.385, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0346, loss_cls: 0.0653, acc: 97.3945, loss_bbox: 0.0614, loss: 0.1654, grad_norm: 4.0652
2022-07-02 10:54:19,203 - mmdet - INFO - Epoch [11][10550/34163] lr: 2.376e-07, eta: 1 day, 0:38:18, time: 0.482, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0357, loss_cls: 0.0679, acc: 97.1543, loss_bbox: 0.0737, loss: 0.1817, grad_norm: 4.0388
2022-07-02 10:54:35,161 - mmdet - INFO - Epoch [11][10600/34163] lr: 2.376e-07, eta: 1 day, 0:36:58, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0291, loss_cls: 0.0617, acc: 97.4941, loss_bbox: 0.0631, loss: 0.1582, grad_norm: 3.3881
2022-07-02 10:54:59,884 - mmdet - INFO - Epoch [11][10650/34163] lr: 2.376e-07, eta: 1 day, 0:38:54, time: 0.494, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0255, loss_cls: 0.0658, acc: 97.2500, loss_bbox: 0.0657, loss: 0.1616, grad_norm: 3.4099
2022-07-02 10:55:15,836 - mmdet - INFO - Epoch [11][10700/34163] lr: 2.376e-07, eta: 1 day, 0:37:34, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0022, loss_rpn_bbox: 0.0328, loss_cls: 0.0688, acc: 97.0977, loss_bbox: 0.0673, loss: 0.1711, grad_norm: 3.5786
2022-07-02 10:55:39,829 - mmdet - INFO - Epoch [11][10750/34163] lr: 2.376e-07, eta: 1 day, 0:39:11, time: 0.480, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0226, loss_cls: 0.0644, acc: 97.2461, loss_bbox: 0.0649, loss: 0.1550, grad_norm: 3.4891
2022-07-02 10:55:58,275 - mmdet - INFO - Epoch [11][10800/34163] lr: 2.376e-07, eta: 1 day, 0:38:46, time: 0.369, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0028, loss_rpn_bbox: 0.0286, loss_cls: 0.0668, acc: 97.1641, loss_bbox: 0.0586, loss: 0.1568, grad_norm: 3.6938
2022-07-02 10:56:20,510 - mmdet - INFO - Epoch [11][10850/34163] lr: 2.376e-07, eta: 1 day, 0:39:44, time: 0.445, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0253, loss_cls: 0.0623, acc: 97.3594, loss_bbox: 0.0672, loss: 0.1582, grad_norm: 3.8939
2022-07-02 10:56:42,397 - mmdet - INFO - Epoch [11][10900/34163] lr: 2.376e-07, eta: 1 day, 0:40:34, time: 0.438, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0229, loss_cls: 0.0623, acc: 97.5215, loss_bbox: 0.0700, loss: 0.1590, grad_norm: 3.1912
2022-07-02 10:57:07,279 - mmdet - INFO - Epoch [11][10950/34163] lr: 2.376e-07, eta: 1 day, 0:42:27, time: 0.498, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0296, loss_cls: 0.0609, acc: 97.4160, loss_bbox: 0.0627, loss: 0.1580, grad_norm: 3.6698
2022-07-02 10:57:23,258 - mmdet - INFO - Epoch [11][11000/34163] lr: 2.376e-07, eta: 1 day, 0:41:08, time: 0.320, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0184, loss_cls: 0.0593, acc: 97.5371, loss_bbox: 0.0669, loss: 0.1485, grad_norm: 3.5334
2022-07-02 10:57:45,036 - mmdet - INFO - Epoch [11][11050/34163] lr: 2.376e-07, eta: 1 day, 0:41:54, time: 0.436, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0278, loss_cls: 0.0599, acc: 97.4609, loss_bbox: 0.0571, loss: 0.1495, grad_norm: 3.2615
2022-07-02 10:58:05,166 - mmdet - INFO - Epoch [11][11100/34163] lr: 2.376e-07, eta: 1 day, 0:42:04, time: 0.403, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0362, loss_cls: 0.0731, acc: 97.0195, loss_bbox: 0.0780, loss: 0.1922, grad_norm: 3.5634
2022-07-02 10:58:24,098 - mmdet - INFO - Epoch [11][11150/34163] lr: 2.376e-07, eta: 1 day, 0:41:48, time: 0.379, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0206, loss_cls: 0.0596, acc: 97.5918, loss_bbox: 0.0607, loss: 0.1447, grad_norm: 3.4998
2022-07-02 10:58:48,326 - mmdet - INFO - Epoch [11][11200/34163] lr: 2.376e-07, eta: 1 day, 0:43:24, time: 0.485, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0465, loss_cls: 0.0648, acc: 97.3066, loss_bbox: 0.0734, loss: 0.1885, grad_norm: 3.7555
2022-07-02 10:59:07,103 - mmdet - INFO - Epoch [11][11250/34163] lr: 2.376e-07, eta: 1 day, 0:43:04, time: 0.376, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0241, loss_cls: 0.0671, acc: 97.1582, loss_bbox: 0.0655, loss: 0.1612, grad_norm: 3.6057
2022-07-02 10:59:27,389 - mmdet - INFO - Epoch [11][11300/34163] lr: 2.376e-07, eta: 1 day, 0:43:16, time: 0.406, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0434, loss_cls: 0.0609, acc: 97.4355, loss_bbox: 0.0668, loss: 0.1757, grad_norm: 3.5237
2022-07-02 10:59:43,305 - mmdet - INFO - Epoch [11][11350/34163] lr: 2.376e-07, eta: 1 day, 0:41:56, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0257, loss_cls: 0.0649, acc: 97.2441, loss_bbox: 0.0695, loss: 0.1638, grad_norm: 3.8593
2022-07-02 11:00:04,362 - mmdet - INFO - Epoch [11][11400/34163] lr: 2.376e-07, eta: 1 day, 0:42:24, time: 0.421, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0493, loss_cls: 0.0636, acc: 97.3535, loss_bbox: 0.0641, loss: 0.1815, grad_norm: 3.8288
2022-07-02 11:00:31,720 - mmdet - INFO - Epoch [11][11450/34163] lr: 2.376e-07, eta: 1 day, 0:45:02, time: 0.547, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0319, loss_cls: 0.0644, acc: 97.2793, loss_bbox: 0.0703, loss: 0.1724, grad_norm: 4.1768
2022-07-02 11:00:47,732 - mmdet - INFO - Epoch [11][11500/34163] lr: 2.376e-07, eta: 1 day, 0:43:44, time: 0.320, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0193, loss_cls: 0.0629, acc: 97.3477, loss_bbox: 0.0655, loss: 0.1527, grad_norm: 3.7474
2022-07-02 11:01:03,678 - mmdet - INFO - Epoch [11][11550/34163] lr: 2.376e-07, eta: 1 day, 0:42:26, time: 0.319, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0264, loss_cls: 0.0601, acc: 97.4590, loss_bbox: 0.0763, loss: 0.1662, grad_norm: 3.6007
2022-07-02 11:01:19,670 - mmdet - INFO - Epoch [11][11600/34163] lr: 2.376e-07, eta: 1 day, 0:41:09, time: 0.320, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0314, loss_cls: 0.0659, acc: 97.3848, loss_bbox: 0.0614, loss: 0.1623, grad_norm: 3.9933
2022-07-02 11:01:43,498 - mmdet - INFO - Epoch [11][11650/34163] lr: 2.376e-07, eta: 1 day, 0:42:32, time: 0.477, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0413, loss_cls: 0.0739, acc: 96.8828, loss_bbox: 0.0824, loss: 0.2022, grad_norm: 4.2108
2022-07-02 11:02:05,021 - mmdet - INFO - Epoch [11][11700/34163] lr: 2.376e-07, eta: 1 day, 0:43:07, time: 0.430, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0270, loss_cls: 0.0685, acc: 97.1953, loss_bbox: 0.0658, loss: 0.1695, grad_norm: 3.5285
2022-07-02 11:02:23,371 - mmdet - INFO - Epoch [11][11750/34163] lr: 2.376e-07, eta: 1 day, 0:42:38, time: 0.367, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0262, loss_cls: 0.0705, acc: 97.1719, loss_bbox: 0.0717, loss: 0.1732, grad_norm: 4.2961
2022-07-02 11:02:39,333 - mmdet - INFO - Epoch [11][11800/34163] lr: 2.376e-07, eta: 1 day, 0:41:21, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0298, loss_cls: 0.0557, acc: 97.6562, loss_bbox: 0.0547, loss: 0.1439, grad_norm: 3.1945
2022-07-02 11:02:57,561 - mmdet - INFO - Epoch [11][11850/34163] lr: 2.376e-07, eta: 1 day, 0:40:50, time: 0.365, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0225, loss_cls: 0.0672, acc: 97.3184, loss_bbox: 0.0637, loss: 0.1588, grad_norm: 3.6096
2022-07-02 11:03:13,575 - mmdet - INFO - Epoch [11][11900/34163] lr: 2.376e-07, eta: 1 day, 0:39:36, time: 0.320, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0487, loss_cls: 0.0662, acc: 97.3066, loss_bbox: 0.0733, loss: 0.1912, grad_norm: 4.1940
2022-07-02 11:03:32,421 - mmdet - INFO - Epoch [11][11950/34163] lr: 2.376e-07, eta: 1 day, 0:39:17, time: 0.377, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0379, loss_cls: 0.0686, acc: 97.1934, loss_bbox: 0.0745, loss: 0.1859, grad_norm: 3.9827
2022-07-02 11:03:48,354 - mmdet - INFO - Epoch [11][12000/34163] lr: 2.376e-07, eta: 1 day, 0:38:02, time: 0.319, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0287, loss_cls: 0.0670, acc: 97.0723, loss_bbox: 0.0674, loss: 0.1666, grad_norm: 3.8081
2022-07-02 11:04:07,472 - mmdet - INFO - Epoch [11][12050/34163] lr: 2.376e-07, eta: 1 day, 0:37:49, time: 0.382, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0483, loss_cls: 0.0647, acc: 97.3418, loss_bbox: 0.0634, loss: 0.1819, grad_norm: 3.4018
2022-07-02 11:04:26,134 - mmdet - INFO - Epoch [11][12100/34163] lr: 2.376e-07, eta: 1 day, 0:37:27, time: 0.373, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0353, loss_cls: 0.0625, acc: 97.4570, loss_bbox: 0.0665, loss: 0.1677, grad_norm: 3.8061
2022-07-02 11:04:42,127 - mmdet - INFO - Epoch [11][12150/34163] lr: 2.376e-07, eta: 1 day, 0:36:13, time: 0.320, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0296, loss_cls: 0.0658, acc: 97.3613, loss_bbox: 0.0696, loss: 0.1685, grad_norm: 3.5854
2022-07-02 11:05:01,612 - mmdet - INFO - Epoch [11][12200/34163] lr: 2.376e-07, eta: 1 day, 0:36:08, time: 0.390, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0324, loss_cls: 0.0627, acc: 97.3809, loss_bbox: 0.0764, loss: 0.1745, grad_norm: 3.9054
2022-07-02 11:05:20,963 - mmdet - INFO - Epoch [11][12250/34163] lr: 2.376e-07, eta: 1 day, 0:35:59, time: 0.387, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0201, loss_cls: 0.0613, acc: 97.4980, loss_bbox: 0.0645, loss: 0.1507, grad_norm: 3.5991
2022-07-02 11:05:44,307 - mmdet - INFO - Epoch [11][12300/34163] lr: 2.376e-07, eta: 1 day, 0:37:07, time: 0.467, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0324, loss_cls: 0.0559, acc: 97.7129, loss_bbox: 0.0538, loss: 0.1451, grad_norm: 3.0423
2022-07-02 11:06:00,296 - mmdet - INFO - Epoch [11][12350/34163] lr: 2.376e-07, eta: 1 day, 0:35:55, time: 0.320, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0300, loss_cls: 0.0729, acc: 97.0156, loss_bbox: 0.0702, loss: 0.1774, grad_norm: 4.4497
2022-07-02 11:06:24,784 - mmdet - INFO - Epoch [11][12400/34163] lr: 2.376e-07, eta: 1 day, 0:37:23, time: 0.490, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0320, loss_cls: 0.0571, acc: 97.6289, loss_bbox: 0.0574, loss: 0.1500, grad_norm: 3.1819
2022-07-02 11:06:43,415 - mmdet - INFO - Epoch [11][12450/34163] lr: 2.376e-07, eta: 1 day, 0:37:01, time: 0.373, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0388, loss_cls: 0.0642, acc: 97.2617, loss_bbox: 0.0630, loss: 0.1701, grad_norm: 3.4920
2022-07-02 11:07:02,918 - mmdet - INFO - Epoch [11][12500/34163] lr: 2.376e-07, eta: 1 day, 0:36:54, time: 0.390, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0223, loss_cls: 0.0673, acc: 97.2363, loss_bbox: 0.0719, loss: 0.1674, grad_norm: 3.4701
2022-07-02 11:07:22,096 - mmdet - INFO - Epoch [11][12550/34163] lr: 2.376e-07, eta: 1 day, 0:36:42, time: 0.384, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0376, loss_cls: 0.0772, acc: 96.9102, loss_bbox: 0.0763, loss: 0.1957, grad_norm: 4.7809
2022-07-02 11:07:42,083 - mmdet - INFO - Epoch [11][12600/34163] lr: 2.376e-07, eta: 1 day, 0:36:44, time: 0.400, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0432, loss_cls: 0.0695, acc: 97.1895, loss_bbox: 0.0824, loss: 0.1984, grad_norm: 3.9145
2022-07-02 11:08:09,416 - mmdet - INFO - Epoch [11][12650/34163] lr: 2.376e-07, eta: 1 day, 0:39:03, time: 0.547, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0322, loss_cls: 0.0695, acc: 97.2188, loss_bbox: 0.0617, loss: 0.1676, grad_norm: 3.8743
2022-07-02 11:08:39,118 - mmdet - INFO - Epoch [11][12700/34163] lr: 2.376e-07, eta: 1 day, 0:42:05, time: 0.594, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0288, loss_cls: 0.0634, acc: 97.4375, loss_bbox: 0.0679, loss: 0.1649, grad_norm: 3.4251
2022-07-02 11:09:03,097 - mmdet - INFO - Epoch [11][12750/34163] lr: 2.376e-07, eta: 1 day, 0:43:19, time: 0.480, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0399, loss_cls: 0.0557, acc: 97.7969, loss_bbox: 0.0597, loss: 0.1594, grad_norm: 3.3821
2022-07-02 11:09:21,727 - mmdet - INFO - Epoch [11][12800/34163] lr: 2.376e-07, eta: 1 day, 0:42:54, time: 0.373, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0367, loss_cls: 0.0638, acc: 97.4160, loss_bbox: 0.0628, loss: 0.1670, grad_norm: 3.5885
2022-07-02 11:09:44,982 - mmdet - INFO - Epoch [11][12850/34163] lr: 2.376e-07, eta: 1 day, 0:43:54, time: 0.465, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0303, loss_cls: 0.0542, acc: 97.8047, loss_bbox: 0.0612, loss: 0.1500, grad_norm: 3.1489
2022-07-02 11:10:00,865 - mmdet - INFO - Epoch [11][12900/34163] lr: 2.376e-07, eta: 1 day, 0:42:39, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0211, loss_cls: 0.0524, acc: 97.8516, loss_bbox: 0.0574, loss: 0.1350, grad_norm: 3.1399
2022-07-02 11:10:24,487 - mmdet - INFO - Epoch [11][12950/34163] lr: 2.376e-07, eta: 1 day, 0:43:45, time: 0.472, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0359, loss_cls: 0.0615, acc: 97.3984, loss_bbox: 0.0635, loss: 0.1653, grad_norm: 3.6118
2022-07-02 11:10:40,465 - mmdet - INFO - Epoch [11][13000/34163] lr: 2.376e-07, eta: 1 day, 0:42:32, time: 0.320, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0275, loss_cls: 0.0577, acc: 97.5625, loss_bbox: 0.0631, loss: 0.1520, grad_norm: 3.1243
2022-07-02 11:10:56,456 - mmdet - INFO - Epoch [11][13050/34163] lr: 2.376e-07, eta: 1 day, 0:41:20, time: 0.320, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0349, loss_cls: 0.0646, acc: 97.3301, loss_bbox: 0.0586, loss: 0.1630, grad_norm: 3.8243
2022-07-02 11:11:17,639 - mmdet - INFO - Epoch [11][13100/34163] lr: 2.376e-07, eta: 1 day, 0:41:41, time: 0.424, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0330, loss_cls: 0.0641, acc: 97.3223, loss_bbox: 0.0674, loss: 0.1685, grad_norm: 3.7793
2022-07-02 11:11:35,896 - mmdet - INFO - Epoch [11][13150/34163] lr: 2.376e-07, eta: 1 day, 0:41:10, time: 0.365, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0026, loss_rpn_bbox: 0.0255, loss_cls: 0.0667, acc: 97.3164, loss_bbox: 0.0761, loss: 0.1710, grad_norm: 3.4087
2022-07-02 11:11:57,473 - mmdet - INFO - Epoch [11][13200/34163] lr: 2.376e-07, eta: 1 day, 0:41:38, time: 0.432, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0323, loss_cls: 0.0610, acc: 97.4805, loss_bbox: 0.0626, loss: 0.1606, grad_norm: 3.1936
2022-07-02 11:12:21,169 - mmdet - INFO - Epoch [11][13250/34163] lr: 2.376e-07, eta: 1 day, 0:42:43, time: 0.474, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0375, loss_cls: 0.0716, acc: 96.9961, loss_bbox: 0.0745, loss: 0.1886, grad_norm: 3.5929
2022-07-02 11:12:41,325 - mmdet - INFO - Epoch [11][13300/34163] lr: 2.376e-07, eta: 1 day, 0:42:44, time: 0.403, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0299, loss_cls: 0.0590, acc: 97.5898, loss_bbox: 0.0602, loss: 0.1540, grad_norm: 3.2822
2022-07-02 11:13:03,939 - mmdet - INFO - Epoch [11][13350/34163] lr: 2.376e-07, eta: 1 day, 0:43:29, time: 0.452, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0352, loss_cls: 0.0635, acc: 97.3633, loss_bbox: 0.0692, loss: 0.1731, grad_norm: 3.5324
2022-07-02 11:13:25,675 - mmdet - INFO - Epoch [11][13400/34163] lr: 2.376e-07, eta: 1 day, 0:43:58, time: 0.435, data_time: 0.005, memory: 14000, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0229, loss_cls: 0.0736, acc: 96.8398, loss_bbox: 0.0746, loss: 0.1757, grad_norm: 4.0390
2022-07-02 11:13:41,564 - mmdet - INFO - Epoch [11][13450/34163] lr: 2.376e-07, eta: 1 day, 0:42:45, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0330, loss_cls: 0.0610, acc: 97.5547, loss_bbox: 0.0713, loss: 0.1703, grad_norm: 3.8536
2022-07-02 11:14:00,585 - mmdet - INFO - Epoch [11][13500/34163] lr: 2.376e-07, eta: 1 day, 0:42:26, time: 0.380, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0025, loss_rpn_bbox: 0.0299, loss_cls: 0.0675, acc: 97.2461, loss_bbox: 0.0724, loss: 0.1724, grad_norm: 3.8648
2022-07-02 11:14:21,313 - mmdet - INFO - Epoch [11][13550/34163] lr: 2.376e-07, eta: 1 day, 0:42:38, time: 0.415, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0318, loss_cls: 0.0659, acc: 97.2695, loss_bbox: 0.0593, loss: 0.1613, grad_norm: 3.4502
2022-07-02 11:14:39,448 - mmdet - INFO - Epoch [11][13600/34163] lr: 2.376e-07, eta: 1 day, 0:42:04, time: 0.363, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0335, loss_cls: 0.0784, acc: 96.8496, loss_bbox: 0.0793, loss: 0.1953, grad_norm: 3.8121
2022-07-02 11:14:55,453 - mmdet - INFO - Epoch [11][13650/34163] lr: 2.376e-07, eta: 1 day, 0:40:53, time: 0.320, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0305, loss_cls: 0.0677, acc: 97.2129, loss_bbox: 0.0738, loss: 0.1770, grad_norm: 3.6203
2022-07-02 11:15:11,461 - mmdet - INFO - Epoch [11][13700/34163] lr: 2.376e-07, eta: 1 day, 0:39:44, time: 0.320, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0333, loss_cls: 0.0600, acc: 97.6309, loss_bbox: 0.0659, loss: 0.1629, grad_norm: 3.5802
2022-07-02 11:15:27,418 - mmdet - INFO - Epoch [11][13750/34163] lr: 2.376e-07, eta: 1 day, 0:38:33, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0253, loss_cls: 0.0635, acc: 97.4414, loss_bbox: 0.0708, loss: 0.1635, grad_norm: 3.5639
2022-07-02 11:15:47,155 - mmdet - INFO - Epoch [11][13800/34163] lr: 2.376e-07, eta: 1 day, 0:38:28, time: 0.395, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0371, loss_cls: 0.0661, acc: 97.1777, loss_bbox: 0.0720, loss: 0.1789, grad_norm: 3.5342
2022-07-02 11:16:09,026 - mmdet - INFO - Epoch [11][13850/34163] lr: 2.376e-07, eta: 1 day, 0:38:58, time: 0.437, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0292, loss_cls: 0.0626, acc: 97.4141, loss_bbox: 0.0672, loss: 0.1630, grad_norm: 4.1905
2022-07-02 11:16:25,132 - mmdet - INFO - Epoch [11][13900/34163] lr: 2.376e-07, eta: 1 day, 0:37:50, time: 0.322, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0262, loss_cls: 0.0622, acc: 97.4023, loss_bbox: 0.0618, loss: 0.1549, grad_norm: 3.5255
2022-07-02 11:16:46,001 - mmdet - INFO - Epoch [11][13950/34163] lr: 2.376e-07, eta: 1 day, 0:38:03, time: 0.417, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0288, loss_cls: 0.0629, acc: 97.3516, loss_bbox: 0.0629, loss: 0.1586, grad_norm: 3.6023
2022-07-02 11:17:04,371 - mmdet - INFO - Epoch [11][14000/34163] lr: 2.376e-07, eta: 1 day, 0:37:34, time: 0.367, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0384, loss_cls: 0.0647, acc: 97.3438, loss_bbox: 0.0704, loss: 0.1778, grad_norm: 3.4827
2022-07-02 11:17:28,823 - mmdet - INFO - Epoch [11][14050/34163] lr: 2.376e-07, eta: 1 day, 0:38:47, time: 0.489, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0247, loss_cls: 0.0579, acc: 97.5859, loss_bbox: 0.0645, loss: 0.1514, grad_norm: 2.8836
2022-07-02 11:17:44,741 - mmdet - INFO - Epoch [11][14100/34163] lr: 2.376e-07, eta: 1 day, 0:37:37, time: 0.318, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0293, loss_cls: 0.0626, acc: 97.3750, loss_bbox: 0.0710, loss: 0.1669, grad_norm: 3.3861
2022-07-02 11:18:08,375 - mmdet - INFO - Epoch [11][14150/34163] lr: 2.376e-07, eta: 1 day, 0:38:35, time: 0.473, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0267, loss_cls: 0.0678, acc: 97.2363, loss_bbox: 0.0786, loss: 0.1777, grad_norm: 3.6150
2022-07-02 11:18:28,307 - mmdet - INFO - Epoch [11][14200/34163] lr: 2.376e-07, eta: 1 day, 0:38:31, time: 0.399, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0257, loss_cls: 0.0626, acc: 97.4043, loss_bbox: 0.0718, loss: 0.1649, grad_norm: 3.7431
2022-07-02 11:18:44,253 - mmdet - INFO - Epoch [11][14250/34163] lr: 2.376e-07, eta: 1 day, 0:37:22, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0338, loss_cls: 0.0717, acc: 97.0078, loss_bbox: 0.0678, loss: 0.1790, grad_norm: 3.8910
2022-07-02 11:19:02,645 - mmdet - INFO - Epoch [11][14300/34163] lr: 2.376e-07, eta: 1 day, 0:36:53, time: 0.368, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0351, loss_cls: 0.0559, acc: 97.6934, loss_bbox: 0.0620, loss: 0.1560, grad_norm: 3.2303
2022-07-02 11:19:21,106 - mmdet - INFO - Epoch [11][14350/34163] lr: 2.376e-07, eta: 1 day, 0:36:26, time: 0.369, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0222, loss_cls: 0.0647, acc: 97.2832, loss_bbox: 0.0633, loss: 0.1533, grad_norm: 3.8005
2022-07-02 11:19:37,080 - mmdet - INFO - Epoch [11][14400/34163] lr: 2.376e-07, eta: 1 day, 0:35:18, time: 0.319, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0401, loss_cls: 0.0650, acc: 97.3301, loss_bbox: 0.0658, loss: 0.1747, grad_norm: 3.9508
2022-07-02 11:19:53,055 - mmdet - INFO - Epoch [11][14450/34163] lr: 2.376e-07, eta: 1 day, 0:34:11, time: 0.320, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0369, loss_cls: 0.0608, acc: 97.4785, loss_bbox: 0.0582, loss: 0.1611, grad_norm: 3.7249
2022-07-02 11:20:09,007 - mmdet - INFO - Epoch [11][14500/34163] lr: 2.376e-07, eta: 1 day, 0:33:03, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0278, loss_cls: 0.0665, acc: 97.2090, loss_bbox: 0.0664, loss: 0.1655, grad_norm: 3.4070
2022-07-02 11:20:27,899 - mmdet - INFO - Epoch [11][14550/34163] lr: 2.376e-07, eta: 1 day, 0:32:43, time: 0.378, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0271, loss_cls: 0.0625, acc: 97.4414, loss_bbox: 0.0683, loss: 0.1613, grad_norm: 3.5863
2022-07-02 11:20:43,969 - mmdet - INFO - Epoch [11][14600/34163] lr: 2.376e-07, eta: 1 day, 0:31:38, time: 0.321, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0383, loss_cls: 0.0661, acc: 97.2168, loss_bbox: 0.0711, loss: 0.1787, grad_norm: 3.4150
2022-07-02 11:21:02,424 - mmdet - INFO - Epoch [11][14650/34163] lr: 2.376e-07, eta: 1 day, 0:31:12, time: 0.369, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0026, loss_rpn_bbox: 0.0222, loss_cls: 0.0664, acc: 97.1934, loss_bbox: 0.0667, loss: 0.1578, grad_norm: 3.7124
2022-07-02 11:21:21,212 - mmdet - INFO - Epoch [11][14700/34163] lr: 2.376e-07, eta: 1 day, 0:30:50, time: 0.376, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0331, loss_cls: 0.0665, acc: 97.1699, loss_bbox: 0.0657, loss: 0.1694, grad_norm: 3.6499
2022-07-02 11:21:45,077 - mmdet - INFO - Epoch [11][14750/34163] lr: 2.376e-07, eta: 1 day, 0:31:49, time: 0.477, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0277, loss_cls: 0.0629, acc: 97.4277, loss_bbox: 0.0605, loss: 0.1546, grad_norm: 3.6119
2022-07-02 11:22:00,987 - mmdet - INFO - Epoch [11][14800/34163] lr: 2.376e-07, eta: 1 day, 0:30:42, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0026, loss_rpn_bbox: 0.0248, loss_cls: 0.0514, acc: 97.8184, loss_bbox: 0.0555, loss: 0.1343, grad_norm: 3.3449
2022-07-02 11:22:16,878 - mmdet - INFO - Epoch [11][14850/34163] lr: 2.376e-07, eta: 1 day, 0:29:36, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0299, loss_cls: 0.0625, acc: 97.4141, loss_bbox: 0.0780, loss: 0.1750, grad_norm: 3.6562
2022-07-02 11:22:37,379 - mmdet - INFO - Epoch [11][14900/34163] lr: 2.376e-07, eta: 1 day, 0:29:41, time: 0.410, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0442, loss_cls: 0.0762, acc: 96.7637, loss_bbox: 0.0779, loss: 0.2034, grad_norm: 3.9341
2022-07-02 11:23:05,098 - mmdet - INFO - Epoch [11][14950/34163] lr: 2.376e-07, eta: 1 day, 0:31:39, time: 0.554, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0255, loss_cls: 0.0623, acc: 97.5039, loss_bbox: 0.0640, loss: 0.1592, grad_norm: 3.9731
2022-07-02 11:23:23,694 - mmdet - INFO - Epoch [11][15000/34163] lr: 2.376e-07, eta: 1 day, 0:31:14, time: 0.372, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0305, loss_cls: 0.0660, acc: 97.3516, loss_bbox: 0.0714, loss: 0.1733, grad_norm: 3.9589
2022-07-02 11:23:43,443 - mmdet - INFO - Epoch [11][15050/34163] lr: 2.376e-07, eta: 1 day, 0:31:07, time: 0.395, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0344, loss_cls: 0.0652, acc: 97.3027, loss_bbox: 0.0622, loss: 0.1673, grad_norm: 3.4931
2022-07-02 11:23:59,505 - mmdet - INFO - Epoch [11][15100/34163] lr: 2.376e-07, eta: 1 day, 0:30:03, time: 0.321, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0084, loss_rpn_bbox: 0.0457, loss_cls: 0.0652, acc: 97.2559, loss_bbox: 0.0607, loss: 0.1800, grad_norm: 3.7894
2022-07-02 11:24:18,139 - mmdet - INFO - Epoch [11][15150/34163] lr: 2.376e-07, eta: 1 day, 0:29:39, time: 0.373, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0020, loss_rpn_bbox: 0.0154, loss_cls: 0.0586, acc: 97.6406, loss_bbox: 0.0583, loss: 0.1342, grad_norm: 3.1724
2022-07-02 11:24:34,122 - mmdet - INFO - Epoch [11][15200/34163] lr: 2.376e-07, eta: 1 day, 0:28:35, time: 0.320, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0418, loss_cls: 0.0686, acc: 97.1758, loss_bbox: 0.0716, loss: 0.1852, grad_norm: 4.1826
2022-07-02 11:24:50,038 - mmdet - INFO - Epoch [11][15250/34163] lr: 2.376e-07, eta: 1 day, 0:27:30, time: 0.318, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0180, loss_cls: 0.0632, acc: 97.3750, loss_bbox: 0.0661, loss: 0.1505, grad_norm: 3.5025
2022-07-02 11:25:06,040 - mmdet - INFO - Epoch [11][15300/34163] lr: 2.376e-07, eta: 1 day, 0:26:26, time: 0.320, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0273, loss_cls: 0.0627, acc: 97.4570, loss_bbox: 0.0654, loss: 0.1595, grad_norm: 3.3698
2022-07-02 11:25:22,035 - mmdet - INFO - Epoch [11][15350/34163] lr: 2.376e-07, eta: 1 day, 0:25:23, time: 0.320, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0202, loss_cls: 0.0670, acc: 97.1934, loss_bbox: 0.0633, loss: 0.1543, grad_norm: 3.6253
2022-07-02 11:25:42,528 - mmdet - INFO - Epoch [11][15400/34163] lr: 2.376e-07, eta: 1 day, 0:25:27, time: 0.410, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0280, loss_cls: 0.0720, acc: 97.0625, loss_bbox: 0.0803, loss: 0.1843, grad_norm: 4.1005
2022-07-02 11:26:01,298 - mmdet - INFO - Epoch [11][15450/34163] lr: 2.376e-07, eta: 1 day, 0:25:06, time: 0.375, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0265, loss_cls: 0.0665, acc: 97.2656, loss_bbox: 0.0694, loss: 0.1669, grad_norm: 3.6048
2022-07-02 11:26:21,029 - mmdet - INFO - Epoch [11][15500/34163] lr: 2.376e-07, eta: 1 day, 0:24:59, time: 0.395, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0028, loss_rpn_bbox: 0.0335, loss_cls: 0.0667, acc: 97.2734, loss_bbox: 0.0626, loss: 0.1657, grad_norm: 3.5032
2022-07-02 11:26:44,390 - mmdet - INFO - Epoch [11][15550/34163] lr: 2.376e-07, eta: 1 day, 0:25:46, time: 0.467, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0234, loss_cls: 0.0654, acc: 97.2422, loss_bbox: 0.0636, loss: 0.1572, grad_norm: 3.9305
2022-07-02 11:27:00,319 - mmdet - INFO - Epoch [11][15600/34163] lr: 2.376e-07, eta: 1 day, 0:24:43, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0237, loss_cls: 0.0590, acc: 97.5684, loss_bbox: 0.0602, loss: 0.1461, grad_norm: 3.1822
2022-07-02 11:27:19,151 - mmdet - INFO - Epoch [11][15650/34163] lr: 2.376e-07, eta: 1 day, 0:24:22, time: 0.377, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0031, loss_rpn_bbox: 0.0217, loss_cls: 0.0550, acc: 97.6973, loss_bbox: 0.0489, loss: 0.1287, grad_norm: 2.6017
2022-07-02 11:27:37,503 - mmdet - INFO - Epoch [11][15700/34163] lr: 2.376e-07, eta: 1 day, 0:23:55, time: 0.367, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0248, loss_cls: 0.0627, acc: 97.4980, loss_bbox: 0.0725, loss: 0.1643, grad_norm: 3.7343
2022-07-02 11:28:09,703 - mmdet - INFO - Epoch [11][15750/34163] lr: 2.376e-07, eta: 1 day, 0:26:51, time: 0.644, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0407, loss_cls: 0.0674, acc: 97.2070, loss_bbox: 0.0752, loss: 0.1870, grad_norm: 3.9438
2022-07-02 11:28:25,828 - mmdet - INFO - Epoch [11][15800/34163] lr: 2.376e-07, eta: 1 day, 0:25:50, time: 0.322, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0335, loss_cls: 0.0755, acc: 96.9023, loss_bbox: 0.0806, loss: 0.1940, grad_norm: 3.6385
2022-07-02 11:28:41,829 - mmdet - INFO - Epoch [11][15850/34163] lr: 2.376e-07, eta: 1 day, 0:24:48, time: 0.320, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0260, loss_cls: 0.0673, acc: 97.1934, loss_bbox: 0.0712, loss: 0.1688, grad_norm: 4.1767
2022-07-02 11:28:57,884 - mmdet - INFO - Epoch [11][15900/34163] lr: 2.376e-07, eta: 1 day, 0:23:47, time: 0.321, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0259, loss_cls: 0.0550, acc: 97.7148, loss_bbox: 0.0688, loss: 0.1529, grad_norm: 3.5917
2022-07-02 11:29:13,783 - mmdet - INFO - Epoch [11][15950/34163] lr: 2.376e-07, eta: 1 day, 0:22:44, time: 0.318, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0302, loss_cls: 0.0668, acc: 97.2188, loss_bbox: 0.0718, loss: 0.1722, grad_norm: 4.1022
2022-07-02 11:29:29,803 - mmdet - INFO - Epoch [11][16000/34163] lr: 2.376e-07, eta: 1 day, 0:21:42, time: 0.320, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0347, loss_cls: 0.0628, acc: 97.4434, loss_bbox: 0.0743, loss: 0.1753, grad_norm: 3.5712
2022-07-02 11:29:45,766 - mmdet - INFO - Epoch [11][16050/34163] lr: 2.376e-07, eta: 1 day, 0:20:41, time: 0.319, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0255, loss_cls: 0.0643, acc: 97.3906, loss_bbox: 0.0695, loss: 0.1622, grad_norm: 3.8213
2022-07-02 11:30:04,625 - mmdet - INFO - Epoch [11][16100/34163] lr: 2.376e-07, eta: 1 day, 0:20:21, time: 0.377, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0242, loss_cls: 0.0644, acc: 97.2852, loss_bbox: 0.0616, loss: 0.1555, grad_norm: 3.9326
2022-07-02 11:30:26,560 - mmdet - INFO - Epoch [11][16150/34163] lr: 2.376e-07, eta: 1 day, 0:20:45, time: 0.439, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0234, loss_cls: 0.0518, acc: 97.8516, loss_bbox: 0.0588, loss: 0.1371, grad_norm: 3.1655
2022-07-02 11:30:42,512 - mmdet - INFO - Epoch [11][16200/34163] lr: 2.376e-07, eta: 1 day, 0:19:44, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0328, loss_cls: 0.0657, acc: 97.3789, loss_bbox: 0.0688, loss: 0.1720, grad_norm: 4.6447
2022-07-02 11:31:01,398 - mmdet - INFO - Epoch [11][16250/34163] lr: 2.376e-07, eta: 1 day, 0:19:24, time: 0.378, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0318, loss_cls: 0.0633, acc: 97.4414, loss_bbox: 0.0664, loss: 0.1671, grad_norm: 4.0034
2022-07-02 11:31:17,368 - mmdet - INFO - Epoch [11][16300/34163] lr: 2.376e-07, eta: 1 day, 0:18:24, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0396, loss_cls: 0.0749, acc: 96.7617, loss_bbox: 0.0710, loss: 0.1889, grad_norm: 3.8773
2022-07-02 11:31:38,717 - mmdet - INFO - Epoch [11][16350/34163] lr: 2.376e-07, eta: 1 day, 0:18:39, time: 0.427, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0208, loss_cls: 0.0609, acc: 97.4629, loss_bbox: 0.0607, loss: 0.1470, grad_norm: 3.1681
2022-07-02 11:31:54,636 - mmdet - INFO - Epoch [11][16400/34163] lr: 2.376e-07, eta: 1 day, 0:17:38, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0285, loss_cls: 0.0704, acc: 96.9844, loss_bbox: 0.0735, loss: 0.1762, grad_norm: 3.5589
2022-07-02 11:32:13,215 - mmdet - INFO - Epoch [11][16450/34163] lr: 2.376e-07, eta: 1 day, 0:17:15, time: 0.372, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0381, loss_cls: 0.0676, acc: 97.1992, loss_bbox: 0.0791, loss: 0.1890, grad_norm: 3.5275
2022-07-02 11:32:32,130 - mmdet - INFO - Epoch [11][16500/34163] lr: 2.376e-07, eta: 1 day, 0:16:56, time: 0.378, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0028, loss_rpn_bbox: 0.0225, loss_cls: 0.0557, acc: 97.6934, loss_bbox: 0.0561, loss: 0.1371, grad_norm: 3.3362
2022-07-02 11:32:50,465 - mmdet - INFO - Epoch [11][16550/34163] lr: 2.376e-07, eta: 1 day, 0:16:29, time: 0.367, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0028, loss_rpn_bbox: 0.0171, loss_cls: 0.0612, acc: 97.4707, loss_bbox: 0.0535, loss: 0.1346, grad_norm: 3.1694
2022-07-02 11:33:09,416 - mmdet - INFO - Epoch [11][16600/34163] lr: 2.376e-07, eta: 1 day, 0:16:11, time: 0.379, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0026, loss_rpn_bbox: 0.0240, loss_cls: 0.0606, acc: 97.4844, loss_bbox: 0.0617, loss: 0.1490, grad_norm: 3.2664
2022-07-02 11:33:28,027 - mmdet - INFO - Epoch [11][16650/34163] lr: 2.376e-07, eta: 1 day, 0:15:48, time: 0.372, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0227, loss_cls: 0.0570, acc: 97.5898, loss_bbox: 0.0622, loss: 0.1456, grad_norm: 3.5750
2022-07-02 11:33:53,602 - mmdet - INFO - Epoch [11][16700/34163] lr: 2.376e-07, eta: 1 day, 0:17:01, time: 0.511, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0280, loss_cls: 0.0657, acc: 97.2578, loss_bbox: 0.0659, loss: 0.1643, grad_norm: 4.1600
2022-07-02 11:34:09,576 - mmdet - INFO - Epoch [11][16750/34163] lr: 2.376e-07, eta: 1 day, 0:16:01, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0223, loss_cls: 0.0613, acc: 97.4492, loss_bbox: 0.0670, loss: 0.1544, grad_norm: 3.1413
2022-07-02 11:34:25,668 - mmdet - INFO - Epoch [11][16800/34163] lr: 2.376e-07, eta: 1 day, 0:15:04, time: 0.322, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0062, loss_rpn_bbox: 0.0423, loss_cls: 0.0680, acc: 97.2441, loss_bbox: 0.0689, loss: 0.1855, grad_norm: 4.2661
2022-07-02 11:34:41,603 - mmdet - INFO - Epoch [11][16850/34163] lr: 2.376e-07, eta: 1 day, 0:14:04, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0325, loss_cls: 0.0674, acc: 97.2305, loss_bbox: 0.0611, loss: 0.1642, grad_norm: 3.6937
2022-07-02 11:35:02,802 - mmdet - INFO - Epoch [11][16900/34163] lr: 2.376e-07, eta: 1 day, 0:14:17, time: 0.424, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0217, loss_cls: 0.0571, acc: 97.5918, loss_bbox: 0.0644, loss: 0.1462, grad_norm: 3.0419
2022-07-02 11:35:21,784 - mmdet - INFO - Epoch [11][16950/34163] lr: 2.376e-07, eta: 1 day, 0:13:59, time: 0.380, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0021, loss_rpn_bbox: 0.0213, loss_cls: 0.0611, acc: 97.4121, loss_bbox: 0.0633, loss: 0.1478, grad_norm: 3.3369
2022-07-02 11:35:40,584 - mmdet - INFO - Epoch [11][17000/34163] lr: 2.376e-07, eta: 1 day, 0:13:38, time: 0.376, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0311, loss_cls: 0.0611, acc: 97.4473, loss_bbox: 0.0675, loss: 0.1647, grad_norm: 3.8009
2022-07-02 11:35:58,944 - mmdet - INFO - Epoch [11][17050/34163] lr: 2.376e-07, eta: 1 day, 0:13:12, time: 0.367, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0369, loss_cls: 0.0600, acc: 97.5156, loss_bbox: 0.0691, loss: 0.1700, grad_norm: 3.6720
2022-07-02 11:36:26,260 - mmdet - INFO - Epoch [11][17100/34163] lr: 2.376e-07, eta: 1 day, 0:14:47, time: 0.546, data_time: 0.005, memory: 14000, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0315, loss_cls: 0.0703, acc: 97.1270, loss_bbox: 0.0678, loss: 0.1738, grad_norm: 3.4197
2022-07-02 11:36:49,904 - mmdet - INFO - Epoch [11][17150/34163] lr: 2.376e-07, eta: 1 day, 0:15:31, time: 0.473, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0291, loss_cls: 0.0639, acc: 97.3125, loss_bbox: 0.0728, loss: 0.1700, grad_norm: 4.0400
2022-07-02 11:37:05,853 - mmdet - INFO - Epoch [11][17200/34163] lr: 2.376e-07, eta: 1 day, 0:14:32, time: 0.319, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0269, loss_cls: 0.0736, acc: 96.8848, loss_bbox: 0.0684, loss: 0.1753, grad_norm: 3.6857
2022-07-02 11:37:21,719 - mmdet - INFO - Epoch [11][17250/34163] lr: 2.376e-07, eta: 1 day, 0:13:32, time: 0.317, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0309, loss_cls: 0.0614, acc: 97.4277, loss_bbox: 0.0747, loss: 0.1708, grad_norm: 3.7581
2022-07-02 11:37:37,689 - mmdet - INFO - Epoch [11][17300/34163] lr: 2.376e-07, eta: 1 day, 0:12:34, time: 0.319, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0237, loss_cls: 0.0613, acc: 97.5977, loss_bbox: 0.0582, loss: 0.1470, grad_norm: 3.3502
2022-07-02 11:37:53,638 - mmdet - INFO - Epoch [11][17350/34163] lr: 2.376e-07, eta: 1 day, 0:11:36, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0325, loss_cls: 0.0654, acc: 97.3750, loss_bbox: 0.0726, loss: 0.1753, grad_norm: 3.7545
2022-07-02 11:38:09,597 - mmdet - INFO - Epoch [11][17400/34163] lr: 2.376e-07, eta: 1 day, 0:10:38, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0241, loss_cls: 0.0646, acc: 97.4492, loss_bbox: 0.0640, loss: 0.1562, grad_norm: 3.5219
2022-07-02 11:38:35,374 - mmdet - INFO - Epoch [11][17450/34163] lr: 2.376e-07, eta: 1 day, 0:11:50, time: 0.516, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0389, loss_cls: 0.0651, acc: 97.3516, loss_bbox: 0.0732, loss: 0.1816, grad_norm: 3.7979
2022-07-02 11:38:54,056 - mmdet - INFO - Epoch [11][17500/34163] lr: 2.376e-07, eta: 1 day, 0:11:28, time: 0.374, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0313, loss_cls: 0.0577, acc: 97.5000, loss_bbox: 0.0586, loss: 0.1516, grad_norm: 3.4983
2022-07-02 11:39:10,041 - mmdet - INFO - Epoch [11][17550/34163] lr: 2.376e-07, eta: 1 day, 0:10:30, time: 0.320, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0321, loss_cls: 0.0640, acc: 97.3418, loss_bbox: 0.0613, loss: 0.1621, grad_norm: 3.1941
2022-07-02 11:39:26,060 - mmdet - INFO - Epoch [11][17600/34163] lr: 2.376e-07, eta: 1 day, 0:09:33, time: 0.320, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0334, loss_cls: 0.0679, acc: 97.2207, loss_bbox: 0.0679, loss: 0.1722, grad_norm: 3.7084
2022-07-02 11:39:44,596 - mmdet - INFO - Epoch [11][17650/34163] lr: 2.376e-07, eta: 1 day, 0:09:10, time: 0.371, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0351, loss_cls: 0.0720, acc: 96.9336, loss_bbox: 0.0745, loss: 0.1868, grad_norm: 3.8591
2022-07-02 11:40:03,659 - mmdet - INFO - Epoch [11][17700/34163] lr: 2.376e-07, eta: 1 day, 0:08:53, time: 0.381, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0331, loss_cls: 0.0593, acc: 97.5996, loss_bbox: 0.0671, loss: 0.1628, grad_norm: 3.8315
2022-07-02 11:40:24,652 - mmdet - INFO - Epoch [11][17750/34163] lr: 2.376e-07, eta: 1 day, 0:09:01, time: 0.420, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0218, loss_cls: 0.0619, acc: 97.4141, loss_bbox: 0.0660, loss: 0.1540, grad_norm: 3.5466
2022-07-02 11:40:40,689 - mmdet - INFO - Epoch [11][17800/34163] lr: 2.376e-07, eta: 1 day, 0:08:05, time: 0.321, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0247, loss_cls: 0.0598, acc: 97.4688, loss_bbox: 0.0629, loss: 0.1513, grad_norm: 3.3505
2022-07-02 11:40:56,607 - mmdet - INFO - Epoch [11][17850/34163] lr: 2.376e-07, eta: 1 day, 0:07:08, time: 0.318, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0025, loss_rpn_bbox: 0.0378, loss_cls: 0.0551, acc: 97.8027, loss_bbox: 0.0539, loss: 0.1492, grad_norm: 3.2713
2022-07-02 11:41:16,508 - mmdet - INFO - Epoch [11][17900/34163] lr: 2.376e-07, eta: 1 day, 0:07:02, time: 0.398, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0410, loss_cls: 0.0590, acc: 97.4902, loss_bbox: 0.0650, loss: 0.1706, grad_norm: 4.0449
2022-07-02 11:41:32,474 - mmdet - INFO - Epoch [11][17950/34163] lr: 2.376e-07, eta: 1 day, 0:06:06, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0027, loss_rpn_bbox: 0.0271, loss_cls: 0.0638, acc: 97.2734, loss_bbox: 0.0726, loss: 0.1661, grad_norm: 3.4986
2022-07-02 11:41:51,078 - mmdet - INFO - Epoch [11][18000/34163] lr: 2.376e-07, eta: 1 day, 0:05:43, time: 0.372, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0377, loss_cls: 0.0603, acc: 97.5273, loss_bbox: 0.0672, loss: 0.1683, grad_norm: 3.2363
2022-07-02 11:42:07,092 - mmdet - INFO - Epoch [11][18050/34163] lr: 2.376e-07, eta: 1 day, 0:04:48, time: 0.320, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0366, loss_cls: 0.0693, acc: 97.0801, loss_bbox: 0.0648, loss: 0.1751, grad_norm: 4.0888
2022-07-02 11:42:23,202 - mmdet - INFO - Epoch [11][18100/34163] lr: 2.376e-07, eta: 1 day, 0:03:54, time: 0.322, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0277, loss_cls: 0.0648, acc: 97.3691, loss_bbox: 0.0708, loss: 0.1671, grad_norm: 3.8132
2022-07-02 11:42:44,276 - mmdet - INFO - Epoch [11][18150/34163] lr: 2.376e-07, eta: 1 day, 0:04:03, time: 0.422, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0291, loss_cls: 0.0639, acc: 97.3438, loss_bbox: 0.0626, loss: 0.1599, grad_norm: 3.5350
2022-07-02 11:43:00,297 - mmdet - INFO - Epoch [11][18200/34163] lr: 2.376e-07, eta: 1 day, 0:03:08, time: 0.320, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0334, loss_cls: 0.0680, acc: 97.1719, loss_bbox: 0.0614, loss: 0.1669, grad_norm: 4.5652
2022-07-02 11:43:18,759 - mmdet - INFO - Epoch [11][18250/34163] lr: 2.376e-07, eta: 1 day, 0:02:44, time: 0.369, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0217, loss_cls: 0.0698, acc: 97.1582, loss_bbox: 0.0691, loss: 0.1653, grad_norm: 3.1668
2022-07-02 11:43:39,612 - mmdet - INFO - Epoch [11][18300/34163] lr: 2.376e-07, eta: 1 day, 0:02:50, time: 0.417, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0194, loss_cls: 0.0603, acc: 97.5371, loss_bbox: 0.0637, loss: 0.1478, grad_norm: 3.6288
2022-07-02 11:44:00,513 - mmdet - INFO - Epoch [11][18350/34163] lr: 2.376e-07, eta: 1 day, 0:02:57, time: 0.418, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0317, loss_cls: 0.0647, acc: 97.4141, loss_bbox: 0.0653, loss: 0.1668, grad_norm: 3.3544
2022-07-02 11:44:16,481 - mmdet - INFO - Epoch [11][18400/34163] lr: 2.376e-07, eta: 1 day, 0:02:02, time: 0.319, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0020, loss_rpn_bbox: 0.0210, loss_cls: 0.0604, acc: 97.4668, loss_bbox: 0.0607, loss: 0.1440, grad_norm: 3.5106
2022-07-02 11:44:32,489 - mmdet - INFO - Epoch [11][18450/34163] lr: 2.376e-07, eta: 1 day, 0:01:07, time: 0.320, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0308, loss_cls: 0.0633, acc: 97.3340, loss_bbox: 0.0592, loss: 0.1573, grad_norm: 3.3625
2022-07-02 11:44:52,134 - mmdet - INFO - Epoch [11][18500/34163] lr: 2.376e-07, eta: 1 day, 0:00:58, time: 0.393, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0312, loss_cls: 0.0657, acc: 97.3574, loss_bbox: 0.0631, loss: 0.1647, grad_norm: 3.4318
2022-07-02 11:45:08,085 - mmdet - INFO - Epoch [11][18550/34163] lr: 2.376e-07, eta: 1 day, 0:00:03, time: 0.319, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0031, loss_rpn_bbox: 0.0393, loss_cls: 0.0578, acc: 97.6348, loss_bbox: 0.0561, loss: 0.1563, grad_norm: 3.2204
2022-07-02 11:45:46,058 - mmdet - INFO - Epoch [11][18600/34163] lr: 2.376e-07, eta: 1 day, 0:03:40, time: 0.759, data_time: 0.004, memory: 14000, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0389, loss_cls: 0.0589, acc: 97.5293, loss_bbox: 0.0580, loss: 0.1609, grad_norm: 3.4086
2022-07-02 11:46:02,022 - mmdet - INFO - Epoch [11][18650/34163] lr: 2.376e-07, eta: 1 day, 0:02:45, time: 0.319, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0193, loss_cls: 0.0644, acc: 97.2383, loss_bbox: 0.0690, loss: 0.1571, grad_norm: 3.3569
2022-07-02 11:46:20,876 - mmdet - INFO - Epoch [11][18700/34163] lr: 2.376e-07, eta: 1 day, 0:02:25, time: 0.377, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0298, loss_cls: 0.0657, acc: 97.2344, loss_bbox: 0.0652, loss: 0.1659, grad_norm: 3.6947
2022-07-02 11:46:40,785 - mmdet - INFO - Epoch [11][18750/34163] lr: 2.376e-07, eta: 1 day, 0:02:19, time: 0.398, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0245, loss_cls: 0.0590, acc: 97.5039, loss_bbox: 0.0632, loss: 0.1510, grad_norm: 3.5035
2022-07-02 11:47:00,687 - mmdet - INFO - Epoch [11][18800/34163] lr: 2.376e-07, eta: 1 day, 0:02:12, time: 0.398, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0336, loss_cls: 0.0600, acc: 97.4863, loss_bbox: 0.0603, loss: 0.1572, grad_norm: 3.2368
2022-07-02 11:47:27,081 - mmdet - INFO - Epoch [11][18850/34163] lr: 2.376e-07, eta: 1 day, 0:03:24, time: 0.528, data_time: 0.003, memory: 14000, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0242, loss_cls: 0.0573, acc: 97.5273, loss_bbox: 0.0638, loss: 0.1486, grad_norm: 3.4428
2022-07-02 11:47:51,696 - mmdet - INFO - Epoch [11][18900/34163] lr: 2.376e-07, eta: 1 day, 0:04:14, time: 0.492, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0357, loss_cls: 0.0736, acc: 96.9160, loss_bbox: 0.0727, loss: 0.1879, grad_norm: 3.9191
2022-07-02 11:48:07,732 - mmdet - INFO - Epoch [11][18950/34163] lr: 2.376e-07, eta: 1 day, 0:03:20, time: 0.321, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0390, loss_cls: 0.0724, acc: 97.0000, loss_bbox: 0.0715, loss: 0.1890, grad_norm: 4.2109
2022-07-02 11:48:23,743 - mmdet - INFO - Epoch [11][19000/34163] lr: 2.376e-07, eta: 1 day, 0:02:26, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0258, loss_cls: 0.0648, acc: 97.3105, loss_bbox: 0.0680, loss: 0.1634, grad_norm: 3.6541
2022-07-02 11:48:39,711 - mmdet - INFO - Epoch [11][19050/34163] lr: 2.376e-07, eta: 1 day, 0:01:32, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0319, loss_cls: 0.0757, acc: 96.9004, loss_bbox: 0.0729, loss: 0.1853, grad_norm: 4.0658
2022-07-02 11:48:57,920 - mmdet - INFO - Epoch [11][19100/34163] lr: 2.376e-07, eta: 1 day, 0:01:04, time: 0.364, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0401, loss_cls: 0.0654, acc: 97.2266, loss_bbox: 0.0665, loss: 0.1753, grad_norm: 3.5665
2022-07-02 11:49:16,330 - mmdet - INFO - Epoch [11][19150/34163] lr: 2.376e-07, eta: 1 day, 0:00:39, time: 0.368, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0253, loss_cls: 0.0633, acc: 97.3848, loss_bbox: 0.0735, loss: 0.1668, grad_norm: 3.8521
2022-07-02 11:49:32,206 - mmdet - INFO - Epoch [11][19200/34163] lr: 2.376e-07, eta: 23:59:44, time: 0.318, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0018, loss_rpn_bbox: 0.0235, loss_cls: 0.0650, acc: 97.2617, loss_bbox: 0.0728, loss: 0.1631, grad_norm: 3.4747
2022-07-02 11:49:54,116 - mmdet - INFO - Epoch [11][19250/34163] lr: 2.376e-07, eta: 1 day, 0:00:01, time: 0.438, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0352, loss_cls: 0.0739, acc: 96.8477, loss_bbox: 0.0718, loss: 0.1863, grad_norm: 3.7662
2022-07-02 11:50:16,579 - mmdet - INFO - Epoch [11][19300/34163] lr: 2.376e-07, eta: 1 day, 0:00:24, time: 0.449, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0248, loss_cls: 0.0556, acc: 97.8164, loss_bbox: 0.0623, loss: 0.1462, grad_norm: 3.6074
2022-07-02 11:50:36,559 - mmdet - INFO - Epoch [11][19350/34163] lr: 2.376e-07, eta: 1 day, 0:00:18, time: 0.400, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0069, loss_rpn_bbox: 0.0272, loss_cls: 0.0718, acc: 97.0293, loss_bbox: 0.0733, loss: 0.1792, grad_norm: 4.3067
2022-07-02 11:50:52,466 - mmdet - INFO - Epoch [11][19400/34163] lr: 2.376e-07, eta: 23:59:23, time: 0.318, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0335, loss_cls: 0.0663, acc: 97.2227, loss_bbox: 0.0602, loss: 0.1641, grad_norm: 3.6761
2022-07-02 11:51:11,827 - mmdet - INFO - Epoch [11][19450/34163] lr: 2.376e-07, eta: 23:59:10, time: 0.387, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0220, loss_cls: 0.0660, acc: 97.1660, loss_bbox: 0.0662, loss: 0.1574, grad_norm: 3.9503
2022-07-02 11:51:32,869 - mmdet - INFO - Epoch [11][19500/34163] lr: 2.376e-07, eta: 23:59:16, time: 0.421, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0253, loss_cls: 0.0661, acc: 97.3457, loss_bbox: 0.0663, loss: 0.1621, grad_norm: 3.7067
2022-07-02 11:51:48,767 - mmdet - INFO - Epoch [11][19550/34163] lr: 2.376e-07, eta: 23:58:21, time: 0.318, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0028, loss_rpn_bbox: 0.0203, loss_cls: 0.0672, acc: 97.1543, loss_bbox: 0.0676, loss: 0.1579, grad_norm: 3.4786
2022-07-02 11:52:04,724 - mmdet - INFO - Epoch [11][19600/34163] lr: 2.376e-07, eta: 23:57:28, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0331, loss_cls: 0.0681, acc: 97.0859, loss_bbox: 0.0663, loss: 0.1716, grad_norm: 3.5434
2022-07-02 11:52:23,067 - mmdet - INFO - Epoch [11][19650/34163] lr: 2.376e-07, eta: 23:57:03, time: 0.367, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0272, loss_cls: 0.0643, acc: 97.3418, loss_bbox: 0.0654, loss: 0.1610, grad_norm: 3.9914
2022-07-02 11:52:39,021 - mmdet - INFO - Epoch [11][19700/34163] lr: 2.376e-07, eta: 23:56:09, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0269, loss_cls: 0.0596, acc: 97.5488, loss_bbox: 0.0584, loss: 0.1489, grad_norm: 3.7026
2022-07-02 11:52:55,146 - mmdet - INFO - Epoch [11][19750/34163] lr: 2.376e-07, eta: 23:55:19, time: 0.323, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0381, loss_cls: 0.0644, acc: 97.2402, loss_bbox: 0.0636, loss: 0.1695, grad_norm: 4.0368
2022-07-02 11:53:11,072 - mmdet - INFO - Epoch [11][19800/34163] lr: 2.376e-07, eta: 23:54:26, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0029, loss_rpn_bbox: 0.0168, loss_cls: 0.0526, acc: 97.8477, loss_bbox: 0.0546, loss: 0.1269, grad_norm: 3.4829
2022-07-02 11:53:27,061 - mmdet - INFO - Epoch [11][19850/34163] lr: 2.376e-07, eta: 23:53:34, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0232, loss_cls: 0.0651, acc: 97.2500, loss_bbox: 0.0781, loss: 0.1702, grad_norm: 3.4971
2022-07-02 11:53:45,919 - mmdet - INFO - Epoch [11][19900/34163] lr: 2.376e-07, eta: 23:53:14, time: 0.377, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0308, loss_cls: 0.0714, acc: 96.9492, loss_bbox: 0.0670, loss: 0.1740, grad_norm: 3.5577
2022-07-02 11:54:05,738 - mmdet - INFO - Epoch [11][19950/34163] lr: 2.376e-07, eta: 23:53:06, time: 0.396, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0264, loss_cls: 0.0665, acc: 97.1973, loss_bbox: 0.0719, loss: 0.1687, grad_norm: 3.5524
2022-07-02 11:54:21,739 - mmdet - INFO - Epoch [11][20000/34163] lr: 2.376e-07, eta: 23:52:15, time: 0.320, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0250, loss_cls: 0.0629, acc: 97.3438, loss_bbox: 0.0667, loss: 0.1595, grad_norm: 4.0410
2022-07-02 11:54:37,704 - mmdet - INFO - Epoch [11][20050/34163] lr: 2.376e-07, eta: 23:51:23, time: 0.319, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0335, loss_cls: 0.0664, acc: 97.1641, loss_bbox: 0.0668, loss: 0.1712, grad_norm: 4.5480
2022-07-02 11:54:53,733 - mmdet - INFO - Epoch [11][20100/34163] lr: 2.376e-07, eta: 23:50:32, time: 0.321, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0293, loss_cls: 0.0641, acc: 97.2695, loss_bbox: 0.0662, loss: 0.1636, grad_norm: 3.2254
2022-07-02 11:55:14,103 - mmdet - INFO - Epoch [11][20150/34163] lr: 2.376e-07, eta: 23:50:30, time: 0.407, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0239, loss_cls: 0.0612, acc: 97.4707, loss_bbox: 0.0622, loss: 0.1508, grad_norm: 3.4217
2022-07-02 11:55:30,116 - mmdet - INFO - Epoch [11][20200/34163] lr: 2.376e-07, eta: 23:49:39, time: 0.320, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0029, loss_rpn_bbox: 0.0304, loss_cls: 0.0620, acc: 97.4746, loss_bbox: 0.0619, loss: 0.1573, grad_norm: 3.1308
2022-07-02 11:55:52,544 - mmdet - INFO - Epoch [11][20250/34163] lr: 2.376e-07, eta: 23:50:00, time: 0.449, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0352, loss_cls: 0.0632, acc: 97.3164, loss_bbox: 0.0651, loss: 0.1680, grad_norm: 3.8952
2022-07-02 11:56:11,446 - mmdet - INFO - Epoch [11][20300/34163] lr: 2.376e-07, eta: 23:49:42, time: 0.378, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0280, loss_cls: 0.0650, acc: 97.2578, loss_bbox: 0.0699, loss: 0.1683, grad_norm: 3.6965
2022-07-02 11:56:30,684 - mmdet - INFO - Epoch [11][20350/34163] lr: 2.376e-07, eta: 23:49:27, time: 0.385, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0025, loss_rpn_bbox: 0.0210, loss_cls: 0.0557, acc: 97.6875, loss_bbox: 0.0627, loss: 0.1419, grad_norm: 3.1267
2022-07-02 11:56:46,742 - mmdet - INFO - Epoch [11][20400/34163] lr: 2.376e-07, eta: 23:48:37, time: 0.321, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0277, loss_cls: 0.0615, acc: 97.4336, loss_bbox: 0.0668, loss: 0.1607, grad_norm: 3.3317
2022-07-02 11:57:13,378 - mmdet - INFO - Epoch [11][20450/34163] lr: 2.376e-07, eta: 23:49:45, time: 0.533, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0344, loss_cls: 0.0632, acc: 97.3223, loss_bbox: 0.0674, loss: 0.1684, grad_norm: 3.4700
2022-07-02 11:57:34,666 - mmdet - INFO - Epoch [11][20500/34163] lr: 2.376e-07, eta: 23:49:53, time: 0.426, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0267, loss_cls: 0.0676, acc: 97.2285, loss_bbox: 0.0645, loss: 0.1645, grad_norm: 3.4062
2022-07-02 11:57:53,499 - mmdet - INFO - Epoch [11][20550/34163] lr: 2.376e-07, eta: 23:49:33, time: 0.377, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0442, loss_cls: 0.0685, acc: 97.1816, loss_bbox: 0.0735, loss: 0.1903, grad_norm: 3.8235
2022-07-02 11:58:16,225 - mmdet - INFO - Epoch [11][20600/34163] lr: 2.376e-07, eta: 23:49:57, time: 0.455, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0195, loss_cls: 0.0669, acc: 97.1973, loss_bbox: 0.0641, loss: 0.1547, grad_norm: 3.9574
2022-07-02 11:58:41,555 - mmdet - INFO - Epoch [11][20650/34163] lr: 2.376e-07, eta: 23:50:49, time: 0.507, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0276, loss_cls: 0.0752, acc: 96.8828, loss_bbox: 0.0772, loss: 0.1844, grad_norm: 3.2778
2022-07-02 11:58:57,473 - mmdet - INFO - Epoch [11][20700/34163] lr: 2.376e-07, eta: 23:49:57, time: 0.318, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0302, loss_cls: 0.0706, acc: 97.1230, loss_bbox: 0.0718, loss: 0.1766, grad_norm: 4.0718
2022-07-02 11:59:20,649 - mmdet - INFO - Epoch [11][20750/34163] lr: 2.376e-07, eta: 23:50:25, time: 0.464, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0270, loss_cls: 0.0559, acc: 97.6895, loss_bbox: 0.0635, loss: 0.1505, grad_norm: 4.0160
2022-07-02 11:59:39,060 - mmdet - INFO - Epoch [11][20800/34163] lr: 2.376e-07, eta: 23:50:00, time: 0.368, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0276, loss_cls: 0.0634, acc: 97.4297, loss_bbox: 0.0674, loss: 0.1623, grad_norm: 4.3373
2022-07-02 12:00:00,648 - mmdet - INFO - Epoch [11][20850/34163] lr: 2.376e-07, eta: 23:50:11, time: 0.432, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0278, loss_cls: 0.0660, acc: 97.3164, loss_bbox: 0.0642, loss: 0.1627, grad_norm: 3.8000
2022-07-02 12:00:19,419 - mmdet - INFO - Epoch [11][20900/34163] lr: 2.376e-07, eta: 23:49:50, time: 0.375, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0062, loss_rpn_bbox: 0.0222, loss_cls: 0.0614, acc: 97.3691, loss_bbox: 0.0638, loss: 0.1536, grad_norm: 3.4054
2022-07-02 12:00:38,097 - mmdet - INFO - Epoch [11][20950/34163] lr: 2.376e-07, eta: 23:49:29, time: 0.374, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0241, loss_cls: 0.0696, acc: 97.0098, loss_bbox: 0.0642, loss: 0.1622, grad_norm: 3.9522
2022-07-02 12:00:53,974 - mmdet - INFO - Epoch [11][21000/34163] lr: 2.376e-07, eta: 23:48:37, time: 0.318, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0221, loss_cls: 0.0592, acc: 97.4551, loss_bbox: 0.0690, loss: 0.1535, grad_norm: 3.7967
2022-07-02 12:01:09,910 - mmdet - INFO - Epoch [11][21050/34163] lr: 2.376e-07, eta: 23:47:46, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0327, loss_cls: 0.0630, acc: 97.3125, loss_bbox: 0.0669, loss: 0.1665, grad_norm: 4.1369
2022-07-02 12:01:28,190 - mmdet - INFO - Epoch [11][21100/34163] lr: 2.376e-07, eta: 23:47:20, time: 0.366, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0271, loss_cls: 0.0627, acc: 97.3828, loss_bbox: 0.0626, loss: 0.1562, grad_norm: 3.5792
2022-07-02 12:01:49,919 - mmdet - INFO - Epoch [11][21150/34163] lr: 2.376e-07, eta: 23:47:32, time: 0.435, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0293, loss_cls: 0.0590, acc: 97.4512, loss_bbox: 0.0639, loss: 0.1574, grad_norm: 3.6125
2022-07-02 12:02:08,305 - mmdet - INFO - Epoch [11][21200/34163] lr: 2.376e-07, eta: 23:47:07, time: 0.368, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0358, loss_cls: 0.0684, acc: 97.1738, loss_bbox: 0.0663, loss: 0.1749, grad_norm: 3.5600
2022-07-02 12:02:29,789 - mmdet - INFO - Epoch [11][21250/34163] lr: 2.376e-07, eta: 23:47:16, time: 0.430, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0269, loss_cls: 0.0674, acc: 97.1426, loss_bbox: 0.0713, loss: 0.1696, grad_norm: 3.6800
2022-07-02 12:02:50,916 - mmdet - INFO - Epoch [11][21300/34163] lr: 2.376e-07, eta: 23:47:21, time: 0.423, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0331, loss_cls: 0.0686, acc: 97.1582, loss_bbox: 0.0657, loss: 0.1723, grad_norm: 3.3119
2022-07-02 12:03:15,436 - mmdet - INFO - Epoch [11][21350/34163] lr: 2.376e-07, eta: 23:48:01, time: 0.490, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0285, loss_cls: 0.0669, acc: 97.2520, loss_bbox: 0.0669, loss: 0.1659, grad_norm: 3.2933
2022-07-02 12:03:33,784 - mmdet - INFO - Epoch [11][21400/34163] lr: 2.376e-07, eta: 23:47:36, time: 0.367, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0336, loss_cls: 0.0754, acc: 96.9375, loss_bbox: 0.0694, loss: 0.1835, grad_norm: 4.4368
2022-07-02 12:03:58,350 - mmdet - INFO - Epoch [11][21450/34163] lr: 2.376e-07, eta: 23:48:17, time: 0.491, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0228, loss_cls: 0.0594, acc: 97.5879, loss_bbox: 0.0655, loss: 0.1510, grad_norm: 3.0627
2022-07-02 12:04:20,684 - mmdet - INFO - Epoch [11][21500/34163] lr: 2.376e-07, eta: 23:48:33, time: 0.447, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0343, loss_cls: 0.0702, acc: 97.1250, loss_bbox: 0.0705, loss: 0.1806, grad_norm: 3.5661
2022-07-02 12:04:36,705 - mmdet - INFO - Epoch [11][21550/34163] lr: 2.376e-07, eta: 23:47:44, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0430, loss_cls: 0.0736, acc: 96.9629, loss_bbox: 0.0709, loss: 0.1932, grad_norm: 3.6105
2022-07-02 12:04:55,253 - mmdet - INFO - Epoch [11][21600/34163] lr: 2.376e-07, eta: 23:47:21, time: 0.371, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0031, loss_rpn_bbox: 0.0286, loss_cls: 0.0636, acc: 97.3301, loss_bbox: 0.0662, loss: 0.1614, grad_norm: 3.4782
2022-07-02 12:05:11,163 - mmdet - INFO - Epoch [11][21650/34163] lr: 2.376e-07, eta: 23:46:30, time: 0.318, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0338, loss_cls: 0.0607, acc: 97.4922, loss_bbox: 0.0655, loss: 0.1644, grad_norm: 3.7198
2022-07-02 12:05:30,511 - mmdet - INFO - Epoch [11][21700/34163] lr: 2.376e-07, eta: 23:46:15, time: 0.387, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0274, loss_cls: 0.0536, acc: 97.7852, loss_bbox: 0.0609, loss: 0.1453, grad_norm: 3.5771
2022-07-02 12:05:46,559 - mmdet - INFO - Epoch [11][21750/34163] lr: 2.376e-07, eta: 23:45:27, time: 0.321, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0454, loss_cls: 0.0570, acc: 97.5625, loss_bbox: 0.0684, loss: 0.1743, grad_norm: 3.9817
2022-07-02 12:06:05,222 - mmdet - INFO - Epoch [11][21800/34163] lr: 2.376e-07, eta: 23:45:05, time: 0.373, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0395, loss_cls: 0.0634, acc: 97.3555, loss_bbox: 0.0659, loss: 0.1744, grad_norm: 3.9389
2022-07-02 12:06:21,142 - mmdet - INFO - Epoch [11][21850/34163] lr: 2.376e-07, eta: 23:44:15, time: 0.318, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0209, loss_cls: 0.0608, acc: 97.4727, loss_bbox: 0.0644, loss: 0.1494, grad_norm: 3.0621
2022-07-02 12:06:37,125 - mmdet - INFO - Epoch [11][21900/34163] lr: 2.376e-07, eta: 23:43:26, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0029, loss_rpn_bbox: 0.0256, loss_cls: 0.0639, acc: 97.2500, loss_bbox: 0.0700, loss: 0.1624, grad_norm: 3.4926
2022-07-02 12:06:53,126 - mmdet - INFO - Epoch [11][21950/34163] lr: 2.376e-07, eta: 23:42:37, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0419, loss_cls: 0.0674, acc: 97.2773, loss_bbox: 0.0653, loss: 0.1787, grad_norm: 4.0003
2022-07-02 12:07:16,505 - mmdet - INFO - Epoch [11][22000/34163] lr: 2.376e-07, eta: 23:43:04, time: 0.468, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0268, loss_cls: 0.0641, acc: 97.4473, loss_bbox: 0.0626, loss: 0.1583, grad_norm: 3.7602
2022-07-02 12:07:32,473 - mmdet - INFO - Epoch [11][22050/34163] lr: 2.376e-07, eta: 23:42:15, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0023, loss_rpn_bbox: 0.0239, loss_cls: 0.0618, acc: 97.5977, loss_bbox: 0.0620, loss: 0.1499, grad_norm: 3.1627
2022-07-02 12:07:48,445 - mmdet - INFO - Epoch [11][22100/34163] lr: 2.376e-07, eta: 23:41:26, time: 0.319, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0022, loss_rpn_bbox: 0.0285, loss_cls: 0.0585, acc: 97.5801, loss_bbox: 0.0595, loss: 0.1487, grad_norm: 3.2113
2022-07-02 12:08:07,308 - mmdet - INFO - Epoch [11][22150/34163] lr: 2.376e-07, eta: 23:41:06, time: 0.377, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0029, loss_rpn_bbox: 0.0261, loss_cls: 0.0762, acc: 96.9512, loss_bbox: 0.0764, loss: 0.1816, grad_norm: 3.9061
2022-07-02 12:08:23,244 - mmdet - INFO - Epoch [11][22200/34163] lr: 2.376e-07, eta: 23:40:17, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0302, loss_cls: 0.0639, acc: 97.2734, loss_bbox: 0.0627, loss: 0.1632, grad_norm: 3.5281
2022-07-02 12:08:39,236 - mmdet - INFO - Epoch [11][22250/34163] lr: 2.376e-07, eta: 23:39:29, time: 0.320, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0313, loss_cls: 0.0628, acc: 97.2344, loss_bbox: 0.0687, loss: 0.1663, grad_norm: 3.9204
2022-07-02 12:09:00,292 - mmdet - INFO - Epoch [11][22300/34163] lr: 2.376e-07, eta: 23:39:32, time: 0.421, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0289, loss_cls: 0.0733, acc: 96.9492, loss_bbox: 0.0685, loss: 0.1759, grad_norm: 3.7091
2022-07-02 12:09:16,236 - mmdet - INFO - Epoch [11][22350/34163] lr: 2.376e-07, eta: 23:38:43, time: 0.319, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0234, loss_cls: 0.0672, acc: 97.2324, loss_bbox: 0.0709, loss: 0.1658, grad_norm: 3.7876
2022-07-02 12:09:32,119 - mmdet - INFO - Epoch [11][22400/34163] lr: 2.376e-07, eta: 23:37:54, time: 0.318, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0268, loss_cls: 0.0639, acc: 97.3945, loss_bbox: 0.0726, loss: 0.1681, grad_norm: 3.7399
2022-07-02 12:09:53,784 - mmdet - INFO - Epoch [11][22450/34163] lr: 2.376e-07, eta: 23:38:03, time: 0.433, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0223, loss_cls: 0.0634, acc: 97.3438, loss_bbox: 0.0584, loss: 0.1483, grad_norm: 3.6103
2022-07-02 12:10:12,433 - mmdet - INFO - Epoch [11][22500/34163] lr: 2.376e-07, eta: 23:37:42, time: 0.373, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0296, loss_cls: 0.0579, acc: 97.6504, loss_bbox: 0.0614, loss: 0.1519, grad_norm: 3.2139
2022-07-02 12:10:34,732 - mmdet - INFO - Epoch [11][22550/34163] lr: 2.376e-07, eta: 23:37:57, time: 0.446, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0270, loss_cls: 0.0652, acc: 97.2910, loss_bbox: 0.0662, loss: 0.1634, grad_norm: 3.5150
2022-07-02 12:10:50,675 - mmdet - INFO - Epoch [11][22600/34163] lr: 2.376e-07, eta: 23:37:09, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0025, loss_rpn_bbox: 0.0232, loss_cls: 0.0517, acc: 97.9199, loss_bbox: 0.0615, loss: 0.1390, grad_norm: 3.2688
2022-07-02 12:11:15,128 - mmdet - INFO - Epoch [11][22650/34163] lr: 2.376e-07, eta: 23:37:45, time: 0.489, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0264, loss_cls: 0.0664, acc: 97.2246, loss_bbox: 0.0686, loss: 0.1674, grad_norm: 3.5523
2022-07-02 12:11:36,302 - mmdet - INFO - Epoch [11][22700/34163] lr: 2.376e-07, eta: 23:37:49, time: 0.423, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0454, loss_cls: 0.0665, acc: 97.1348, loss_bbox: 0.0681, loss: 0.1841, grad_norm: 4.0536
2022-07-02 12:11:52,340 - mmdet - INFO - Epoch [11][22750/34163] lr: 2.376e-07, eta: 23:37:02, time: 0.321, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0285, loss_cls: 0.0750, acc: 96.8145, loss_bbox: 0.0710, loss: 0.1795, grad_norm: 3.8592
2022-07-02 12:12:11,664 - mmdet - INFO - Epoch [11][22800/34163] lr: 2.376e-07, eta: 23:36:47, time: 0.386, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0335, loss_cls: 0.0746, acc: 96.9023, loss_bbox: 0.0702, loss: 0.1843, grad_norm: 3.9085
2022-07-02 12:12:30,300 - mmdet - INFO - Epoch [11][22850/34163] lr: 2.376e-07, eta: 23:36:25, time: 0.373, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0236, loss_cls: 0.0631, acc: 97.4238, loss_bbox: 0.0667, loss: 0.1577, grad_norm: 3.4877
2022-07-02 12:12:50,999 - mmdet - INFO - Epoch [11][22900/34163] lr: 2.376e-07, eta: 23:36:24, time: 0.414, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0319, loss_cls: 0.0620, acc: 97.3887, loss_bbox: 0.0711, loss: 0.1682, grad_norm: 3.2342
2022-07-02 12:13:09,577 - mmdet - INFO - Epoch [11][22950/34163] lr: 2.376e-07, eta: 23:36:02, time: 0.372, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0430, loss_cls: 0.0633, acc: 97.3164, loss_bbox: 0.0616, loss: 0.1720, grad_norm: 3.6601
2022-07-02 12:13:28,580 - mmdet - INFO - Epoch [11][23000/34163] lr: 2.376e-07, eta: 23:35:44, time: 0.380, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0271, loss_cls: 0.0669, acc: 97.3027, loss_bbox: 0.0842, loss: 0.1821, grad_norm: 3.7708
2022-07-02 12:13:44,592 - mmdet - INFO - Epoch [11][23050/34163] lr: 2.376e-07, eta: 23:34:57, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0027, loss_rpn_bbox: 0.0180, loss_cls: 0.0539, acc: 97.7812, loss_bbox: 0.0562, loss: 0.1308, grad_norm: 3.2820
2022-07-02 12:14:03,268 - mmdet - INFO - Epoch [11][23100/34163] lr: 2.376e-07, eta: 23:34:36, time: 0.374, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0304, loss_cls: 0.0682, acc: 97.1289, loss_bbox: 0.0690, loss: 0.1716, grad_norm: 3.6396
2022-07-02 12:14:19,321 - mmdet - INFO - Epoch [11][23150/34163] lr: 2.376e-07, eta: 23:33:50, time: 0.321, data_time: 0.006, memory: 14006, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0206, loss_cls: 0.0631, acc: 97.3867, loss_bbox: 0.0602, loss: 0.1473, grad_norm: 3.3765
2022-07-02 12:14:44,516 - mmdet - INFO - Epoch [11][23200/34163] lr: 2.376e-07, eta: 23:34:32, time: 0.504, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0290, loss_cls: 0.0622, acc: 97.4004, loss_bbox: 0.0710, loss: 0.1664, grad_norm: 3.5666
2022-07-02 12:15:00,478 - mmdet - INFO - Epoch [11][23250/34163] lr: 2.376e-07, eta: 23:33:44, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0278, loss_cls: 0.0702, acc: 97.1465, loss_bbox: 0.0666, loss: 0.1703, grad_norm: 3.9062
2022-07-02 12:15:16,468 - mmdet - INFO - Epoch [11][23300/34163] lr: 2.376e-07, eta: 23:32:58, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0027, loss_rpn_bbox: 0.0201, loss_cls: 0.0619, acc: 97.3613, loss_bbox: 0.0634, loss: 0.1481, grad_norm: 3.6686
2022-07-02 12:15:36,720 - mmdet - INFO - Epoch [11][23350/34163] lr: 2.376e-07, eta: 23:32:52, time: 0.405, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0197, loss_cls: 0.0674, acc: 97.1777, loss_bbox: 0.0690, loss: 0.1602, grad_norm: 4.4285
2022-07-02 12:15:52,689 - mmdet - INFO - Epoch [11][23400/34163] lr: 2.376e-07, eta: 23:32:05, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0394, loss_cls: 0.0643, acc: 97.2598, loss_bbox: 0.0707, loss: 0.1780, grad_norm: 3.5464
2022-07-02 12:16:08,800 - mmdet - INFO - Epoch [11][23450/34163] lr: 2.376e-07, eta: 23:31:19, time: 0.322, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0368, loss_cls: 0.0660, acc: 97.3477, loss_bbox: 0.0630, loss: 0.1710, grad_norm: 3.5418
2022-07-02 12:16:24,811 - mmdet - INFO - Epoch [11][23500/34163] lr: 2.376e-07, eta: 23:30:33, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0288, loss_cls: 0.0673, acc: 97.1035, loss_bbox: 0.0742, loss: 0.1745, grad_norm: 3.7320
2022-07-02 12:16:47,178 - mmdet - INFO - Epoch [11][23550/34163] lr: 2.376e-07, eta: 23:30:47, time: 0.447, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0028, loss_rpn_bbox: 0.0233, loss_cls: 0.0591, acc: 97.5273, loss_bbox: 0.0583, loss: 0.1434, grad_norm: 3.2545
2022-07-02 12:17:07,185 - mmdet - INFO - Epoch [11][23600/34163] lr: 2.376e-07, eta: 23:30:39, time: 0.400, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0284, loss_cls: 0.0664, acc: 97.3340, loss_bbox: 0.0670, loss: 0.1674, grad_norm: 3.4537
2022-07-02 12:17:25,811 - mmdet - INFO - Epoch [11][23650/34163] lr: 2.376e-07, eta: 23:30:18, time: 0.372, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0241, loss_cls: 0.0588, acc: 97.6055, loss_bbox: 0.0647, loss: 0.1512, grad_norm: 3.4502
2022-07-02 12:17:44,492 - mmdet - INFO - Epoch [11][23700/34163] lr: 2.376e-07, eta: 23:29:57, time: 0.374, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0308, loss_cls: 0.0627, acc: 97.3574, loss_bbox: 0.0643, loss: 0.1608, grad_norm: 3.4883
2022-07-02 12:18:00,563 - mmdet - INFO - Epoch [11][23750/34163] lr: 2.376e-07, eta: 23:29:12, time: 0.321, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0177, loss_cls: 0.0595, acc: 97.6094, loss_bbox: 0.0556, loss: 0.1388, grad_norm: 3.2740
2022-07-02 12:18:18,931 - mmdet - INFO - Epoch [11][23800/34163] lr: 2.376e-07, eta: 23:28:48, time: 0.367, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0031, loss_rpn_bbox: 0.0388, loss_cls: 0.0637, acc: 97.3359, loss_bbox: 0.0723, loss: 0.1779, grad_norm: 3.5074
2022-07-02 12:18:40,111 - mmdet - INFO - Epoch [11][23850/34163] lr: 2.376e-07, eta: 23:28:51, time: 0.424, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0398, loss_cls: 0.0686, acc: 97.1816, loss_bbox: 0.0773, loss: 0.1902, grad_norm: 3.8289
2022-07-02 12:19:00,483 - mmdet - INFO - Epoch [11][23900/34163] lr: 2.376e-07, eta: 23:28:46, time: 0.407, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0028, loss_rpn_bbox: 0.0215, loss_cls: 0.0634, acc: 97.3145, loss_bbox: 0.0649, loss: 0.1526, grad_norm: 3.1209
2022-07-02 12:19:16,714 - mmdet - INFO - Epoch [11][23950/34163] lr: 2.376e-07, eta: 23:28:02, time: 0.325, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0300, loss_cls: 0.0595, acc: 97.5234, loss_bbox: 0.0604, loss: 0.1543, grad_norm: 3.4294
2022-07-02 12:19:35,715 - mmdet - INFO - Epoch [11][24000/34163] lr: 2.376e-07, eta: 23:27:44, time: 0.380, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0405, loss_cls: 0.0595, acc: 97.4863, loss_bbox: 0.0707, loss: 0.1748, grad_norm: 3.1723
2022-07-02 12:19:55,691 - mmdet - INFO - Epoch [11][24050/34163] lr: 2.376e-07, eta: 23:27:36, time: 0.400, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0315, loss_cls: 0.0636, acc: 97.3691, loss_bbox: 0.0645, loss: 0.1635, grad_norm: 3.3866
2022-07-02 12:20:20,737 - mmdet - INFO - Epoch [11][24100/34163] lr: 2.376e-07, eta: 23:28:14, time: 0.501, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0186, loss_cls: 0.0550, acc: 97.6816, loss_bbox: 0.0569, loss: 0.1342, grad_norm: 3.2092
2022-07-02 12:20:36,773 - mmdet - INFO - Epoch [11][24150/34163] lr: 2.376e-07, eta: 23:27:28, time: 0.321, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0234, loss_cls: 0.0607, acc: 97.4199, loss_bbox: 0.0633, loss: 0.1507, grad_norm: 3.6700
2022-07-02 12:20:52,788 - mmdet - INFO - Epoch [11][24200/34163] lr: 2.376e-07, eta: 23:26:43, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0244, loss_cls: 0.0630, acc: 97.2676, loss_bbox: 0.0683, loss: 0.1598, grad_norm: 3.6500
2022-07-02 12:21:08,747 - mmdet - INFO - Epoch [11][24250/34163] lr: 2.376e-07, eta: 23:25:57, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0360, loss_cls: 0.0643, acc: 97.3652, loss_bbox: 0.0649, loss: 0.1699, grad_norm: 4.0433
2022-07-02 12:21:24,733 - mmdet - INFO - Epoch [11][24300/34163] lr: 2.376e-07, eta: 23:25:12, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0393, loss_cls: 0.0667, acc: 97.1484, loss_bbox: 0.0634, loss: 0.1729, grad_norm: 4.2699
2022-07-02 12:21:43,316 - mmdet - INFO - Epoch [11][24350/34163] lr: 2.376e-07, eta: 23:24:50, time: 0.372, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0255, loss_cls: 0.0671, acc: 97.2637, loss_bbox: 0.0710, loss: 0.1668, grad_norm: 3.8195
2022-07-02 12:22:02,527 - mmdet - INFO - Epoch [11][24400/34163] lr: 2.376e-07, eta: 23:24:34, time: 0.384, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0249, loss_cls: 0.0654, acc: 97.3828, loss_bbox: 0.0689, loss: 0.1635, grad_norm: 3.4749
2022-07-02 12:22:29,014 - mmdet - INFO - Epoch [11][24450/34163] lr: 2.376e-07, eta: 23:25:25, time: 0.530, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0022, loss_rpn_bbox: 0.0309, loss_cls: 0.0593, acc: 97.5156, loss_bbox: 0.0578, loss: 0.1502, grad_norm: 3.2266
2022-07-02 12:22:53,816 - mmdet - INFO - Epoch [11][24500/34163] lr: 2.376e-07, eta: 23:26:00, time: 0.496, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0341, loss_cls: 0.0609, acc: 97.5371, loss_bbox: 0.0627, loss: 0.1627, grad_norm: 3.4197
2022-07-02 12:23:15,433 - mmdet - INFO - Epoch [11][24550/34163] lr: 2.376e-07, eta: 23:26:06, time: 0.432, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0186, loss_cls: 0.0609, acc: 97.3516, loss_bbox: 0.0618, loss: 0.1445, grad_norm: 3.2592
2022-07-02 12:23:36,995 - mmdet - INFO - Epoch [11][24600/34163] lr: 2.376e-07, eta: 23:26:11, time: 0.431, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0284, loss_cls: 0.0618, acc: 97.3516, loss_bbox: 0.0649, loss: 0.1594, grad_norm: 3.5873
2022-07-02 12:24:03,231 - mmdet - INFO - Epoch [11][24650/34163] lr: 2.376e-07, eta: 23:26:58, time: 0.525, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0261, loss_cls: 0.0677, acc: 97.1191, loss_bbox: 0.0684, loss: 0.1658, grad_norm: 3.2788
2022-07-02 12:24:25,764 - mmdet - INFO - Epoch [11][24700/34163] lr: 2.376e-07, eta: 23:27:12, time: 0.451, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0237, loss_cls: 0.0600, acc: 97.5273, loss_bbox: 0.0645, loss: 0.1518, grad_norm: 3.5872
2022-07-02 12:24:46,679 - mmdet - INFO - Epoch [11][24750/34163] lr: 2.376e-07, eta: 23:27:11, time: 0.418, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0291, loss_cls: 0.0692, acc: 97.1816, loss_bbox: 0.0724, loss: 0.1748, grad_norm: 3.2686
2022-07-02 12:25:02,579 - mmdet - INFO - Epoch [11][24800/34163] lr: 2.376e-07, eta: 23:26:25, time: 0.318, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0251, loss_cls: 0.0653, acc: 97.3496, loss_bbox: 0.0624, loss: 0.1565, grad_norm: 3.2519
2022-07-02 12:25:18,586 - mmdet - INFO - Epoch [11][24850/34163] lr: 2.376e-07, eta: 23:25:40, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0237, loss_cls: 0.0671, acc: 97.2090, loss_bbox: 0.0683, loss: 0.1630, grad_norm: 3.2581
2022-07-02 12:25:36,979 - mmdet - INFO - Epoch [11][24900/34163] lr: 2.376e-07, eta: 23:25:16, time: 0.368, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0027, loss_rpn_bbox: 0.0219, loss_cls: 0.0627, acc: 97.4102, loss_bbox: 0.0617, loss: 0.1491, grad_norm: 3.3780
2022-07-02 12:25:58,890 - mmdet - INFO - Epoch [11][24950/34163] lr: 2.376e-07, eta: 23:25:24, time: 0.438, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0328, loss_cls: 0.0645, acc: 97.3184, loss_bbox: 0.0661, loss: 0.1676, grad_norm: 3.6194
2022-07-02 12:26:14,807 - mmdet - INFO - Epoch [11][25000/34163] lr: 2.376e-07, eta: 23:24:38, time: 0.318, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0019, loss_rpn_bbox: 0.0175, loss_cls: 0.0570, acc: 97.6152, loss_bbox: 0.0641, loss: 0.1405, grad_norm: 3.4505
2022-07-02 12:26:33,698 - mmdet - INFO - Epoch [11][25050/34163] lr: 2.376e-07, eta: 23:24:19, time: 0.378, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0257, loss_cls: 0.0653, acc: 97.3750, loss_bbox: 0.0675, loss: 0.1637, grad_norm: 3.5007
2022-07-02 12:26:56,413 - mmdet - INFO - Epoch [11][25100/34163] lr: 2.376e-07, eta: 23:24:33, time: 0.454, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0029, loss_rpn_bbox: 0.0279, loss_cls: 0.0540, acc: 97.7871, loss_bbox: 0.0652, loss: 0.1500, grad_norm: 3.6805
2022-07-02 12:27:23,498 - mmdet - INFO - Epoch [11][25150/34163] lr: 2.376e-07, eta: 23:25:27, time: 0.542, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0266, loss_cls: 0.0741, acc: 96.7773, loss_bbox: 0.0750, loss: 0.1805, grad_norm: 4.0768
2022-07-02 12:27:42,533 - mmdet - INFO - Epoch [11][25200/34163] lr: 2.376e-07, eta: 23:25:08, time: 0.381, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0248, loss_cls: 0.0645, acc: 97.2871, loss_bbox: 0.0636, loss: 0.1563, grad_norm: 3.1216
2022-07-02 12:27:58,576 - mmdet - INFO - Epoch [11][25250/34163] lr: 2.376e-07, eta: 23:24:24, time: 0.321, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0445, loss_cls: 0.0720, acc: 96.9355, loss_bbox: 0.0747, loss: 0.1965, grad_norm: 4.1160
2022-07-02 12:28:17,254 - mmdet - INFO - Epoch [11][25300/34163] lr: 2.376e-07, eta: 23:24:03, time: 0.374, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0279, loss_cls: 0.0655, acc: 97.3750, loss_bbox: 0.0676, loss: 0.1650, grad_norm: 3.9194
2022-07-02 12:28:33,274 - mmdet - INFO - Epoch [11][25350/34163] lr: 2.376e-07, eta: 23:23:18, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0025, loss_rpn_bbox: 0.0184, loss_cls: 0.0619, acc: 97.4395, loss_bbox: 0.0621, loss: 0.1450, grad_norm: 3.4514
2022-07-02 12:28:49,263 - mmdet - INFO - Epoch [11][25400/34163] lr: 2.376e-07, eta: 23:22:33, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0031, loss_rpn_bbox: 0.0275, loss_cls: 0.0614, acc: 97.5020, loss_bbox: 0.0610, loss: 0.1530, grad_norm: 3.4446
2022-07-02 12:29:07,762 - mmdet - INFO - Epoch [11][25450/34163] lr: 2.376e-07, eta: 23:22:11, time: 0.370, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0027, loss_rpn_bbox: 0.0324, loss_cls: 0.0658, acc: 97.5449, loss_bbox: 0.0586, loss: 0.1596, grad_norm: 3.4689
2022-07-02 12:29:29,065 - mmdet - INFO - Epoch [11][25500/34163] lr: 2.376e-07, eta: 23:22:12, time: 0.426, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0363, loss_cls: 0.0611, acc: 97.4609, loss_bbox: 0.0646, loss: 0.1675, grad_norm: 3.5637
2022-07-02 12:29:47,709 - mmdet - INFO - Epoch [11][25550/34163] lr: 2.376e-07, eta: 23:21:51, time: 0.373, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0323, loss_cls: 0.0630, acc: 97.3359, loss_bbox: 0.0687, loss: 0.1696, grad_norm: 3.1548
2022-07-02 12:30:03,652 - mmdet - INFO - Epoch [11][25600/34163] lr: 2.376e-07, eta: 23:21:06, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0225, loss_cls: 0.0658, acc: 97.4004, loss_bbox: 0.0648, loss: 0.1569, grad_norm: 3.6213
2022-07-02 12:30:23,013 - mmdet - INFO - Epoch [11][25650/34163] lr: 2.376e-07, eta: 23:20:51, time: 0.387, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0284, loss_cls: 0.0680, acc: 97.1543, loss_bbox: 0.0750, loss: 0.1757, grad_norm: 3.6670
2022-07-02 12:30:39,054 - mmdet - INFO - Epoch [11][25700/34163] lr: 2.376e-07, eta: 23:20:07, time: 0.321, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0312, loss_cls: 0.0653, acc: 97.2617, loss_bbox: 0.0708, loss: 0.1710, grad_norm: 3.4707
2022-07-02 12:30:57,972 - mmdet - INFO - Epoch [11][25750/34163] lr: 2.376e-07, eta: 23:19:48, time: 0.378, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0415, loss_cls: 0.0729, acc: 97.0488, loss_bbox: 0.0722, loss: 0.1932, grad_norm: 4.1463
2022-07-02 12:31:13,924 - mmdet - INFO - Epoch [11][25800/34163] lr: 2.376e-07, eta: 23:19:04, time: 0.319, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0359, loss_cls: 0.0639, acc: 97.3203, loss_bbox: 0.0621, loss: 0.1655, grad_norm: 3.8640
2022-07-02 12:31:29,914 - mmdet - INFO - Epoch [11][25850/34163] lr: 2.376e-07, eta: 23:18:20, time: 0.320, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0307, loss_cls: 0.0665, acc: 97.2559, loss_bbox: 0.0718, loss: 0.1728, grad_norm: 3.6599
2022-07-02 12:31:45,870 - mmdet - INFO - Epoch [11][25900/34163] lr: 2.376e-07, eta: 23:17:35, time: 0.319, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0232, loss_cls: 0.0603, acc: 97.5098, loss_bbox: 0.0619, loss: 0.1488, grad_norm: 3.7302
2022-07-02 12:32:04,257 - mmdet - INFO - Epoch [11][25950/34163] lr: 2.376e-07, eta: 23:17:12, time: 0.368, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0263, loss_cls: 0.0660, acc: 97.3359, loss_bbox: 0.0620, loss: 0.1602, grad_norm: 3.7096
2022-07-02 12:32:25,655 - mmdet - INFO - Epoch [11][26000/34163] lr: 2.376e-07, eta: 23:17:14, time: 0.428, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0295, loss_cls: 0.0704, acc: 97.0879, loss_bbox: 0.0754, loss: 0.1786, grad_norm: 3.4031
2022-07-02 12:32:41,693 - mmdet - INFO - Epoch [11][26050/34163] lr: 2.376e-07, eta: 23:16:31, time: 0.321, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0186, loss_cls: 0.0525, acc: 97.8145, loss_bbox: 0.0509, loss: 0.1253, grad_norm: 3.4278
2022-07-02 12:32:57,660 - mmdet - INFO - Epoch [11][26100/34163] lr: 2.376e-07, eta: 23:15:47, time: 0.319, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0029, loss_rpn_bbox: 0.0300, loss_cls: 0.0577, acc: 97.6797, loss_bbox: 0.0727, loss: 0.1632, grad_norm: 3.3366
2022-07-02 12:33:16,342 - mmdet - INFO - Epoch [11][26150/34163] lr: 2.376e-07, eta: 23:15:27, time: 0.374, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0308, loss_cls: 0.0653, acc: 97.2363, loss_bbox: 0.0772, loss: 0.1781, grad_norm: 3.4521
2022-07-02 12:33:35,146 - mmdet - INFO - Epoch [11][26200/34163] lr: 2.376e-07, eta: 23:15:07, time: 0.376, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0339, loss_cls: 0.0693, acc: 97.1465, loss_bbox: 0.0742, loss: 0.1809, grad_norm: 4.0094
2022-07-02 12:33:51,096 - mmdet - INFO - Epoch [11][26250/34163] lr: 2.376e-07, eta: 23:14:23, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0468, loss_cls: 0.0705, acc: 96.9805, loss_bbox: 0.0667, loss: 0.1876, grad_norm: 4.0852
2022-07-02 12:34:09,395 - mmdet - INFO - Epoch [11][26300/34163] lr: 2.376e-07, eta: 23:13:59, time: 0.366, data_time: 0.005, memory: 14006, loss_rpn_cls: 0.0020, loss_rpn_bbox: 0.0218, loss_cls: 0.0588, acc: 97.5918, loss_bbox: 0.0700, loss: 0.1526, grad_norm: 3.4152
2022-07-02 12:34:25,370 - mmdet - INFO - Epoch [11][26350/34163] lr: 2.376e-07, eta: 23:13:16, time: 0.320, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0283, loss_cls: 0.0678, acc: 97.1836, loss_bbox: 0.0665, loss: 0.1674, grad_norm: 3.7438
2022-07-02 12:34:45,399 - mmdet - INFO - Epoch [11][26400/34163] lr: 2.376e-07, eta: 23:13:07, time: 0.401, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0234, loss_cls: 0.0572, acc: 97.5605, loss_bbox: 0.0619, loss: 0.1465, grad_norm: 2.9960
2022-07-02 12:35:20,443 - mmdet - INFO - Epoch [11][26450/34163] lr: 2.376e-07, eta: 23:15:03, time: 0.701, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0324, loss_cls: 0.0632, acc: 97.3496, loss_bbox: 0.0676, loss: 0.1689, grad_norm: 4.4774
2022-07-02 12:35:39,786 - mmdet - INFO - Epoch [11][26500/34163] lr: 2.376e-07, eta: 23:14:47, time: 0.387, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0031, loss_rpn_bbox: 0.0268, loss_cls: 0.0639, acc: 97.4258, loss_bbox: 0.0669, loss: 0.1607, grad_norm: 3.2855
2022-07-02 12:35:55,748 - mmdet - INFO - Epoch [11][26550/34163] lr: 2.376e-07, eta: 23:14:04, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0207, loss_cls: 0.0640, acc: 97.3281, loss_bbox: 0.0681, loss: 0.1570, grad_norm: 3.4018
2022-07-02 12:36:11,775 - mmdet - INFO - Epoch [11][26600/34163] lr: 2.376e-07, eta: 23:13:21, time: 0.321, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0231, loss_cls: 0.0679, acc: 97.3281, loss_bbox: 0.0651, loss: 0.1605, grad_norm: 3.6378
2022-07-02 12:36:32,474 - mmdet - INFO - Epoch [11][26650/34163] lr: 2.376e-07, eta: 23:13:17, time: 0.414, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0377, loss_cls: 0.0714, acc: 97.2363, loss_bbox: 0.0694, loss: 0.1840, grad_norm: 5.1205
2022-07-02 12:36:48,498 - mmdet - INFO - Epoch [11][26700/34163] lr: 2.376e-07, eta: 23:12:34, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0220, loss_cls: 0.0625, acc: 97.4062, loss_bbox: 0.0680, loss: 0.1565, grad_norm: 3.5524
2022-07-02 12:37:11,958 - mmdet - INFO - Epoch [11][26750/34163] lr: 2.376e-07, eta: 23:12:53, time: 0.469, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0069, loss_rpn_bbox: 0.0320, loss_cls: 0.0690, acc: 97.1465, loss_bbox: 0.0667, loss: 0.1745, grad_norm: 3.5885
2022-07-02 12:37:27,973 - mmdet - INFO - Epoch [11][26800/34163] lr: 2.376e-07, eta: 23:12:10, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0024, loss_rpn_bbox: 0.0334, loss_cls: 0.0598, acc: 97.5859, loss_bbox: 0.0639, loss: 0.1595, grad_norm: 3.9951
2022-07-02 12:37:54,730 - mmdet - INFO - Epoch [11][26850/34163] lr: 2.376e-07, eta: 23:12:56, time: 0.535, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0216, loss_cls: 0.0576, acc: 97.6211, loss_bbox: 0.0638, loss: 0.1473, grad_norm: 3.2900
2022-07-02 12:38:10,729 - mmdet - INFO - Epoch [11][26900/34163] lr: 2.376e-07, eta: 23:12:13, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0253, loss_cls: 0.0570, acc: 97.6895, loss_bbox: 0.0665, loss: 0.1531, grad_norm: 3.6934
2022-07-02 12:38:29,690 - mmdet - INFO - Epoch [11][26950/34163] lr: 2.376e-07, eta: 23:11:54, time: 0.379, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0195, loss_cls: 0.0618, acc: 97.4668, loss_bbox: 0.0663, loss: 0.1512, grad_norm: 3.9624
2022-07-02 12:38:47,908 - mmdet - INFO - Epoch [11][27000/34163] lr: 2.376e-07, eta: 23:11:30, time: 0.364, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0226, loss_cls: 0.0615, acc: 97.5039, loss_bbox: 0.0678, loss: 0.1559, grad_norm: 3.2761
2022-07-02 12:39:08,970 - mmdet - INFO - Epoch [11][27050/34163] lr: 2.376e-07, eta: 23:11:28, time: 0.421, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0351, loss_cls: 0.0694, acc: 97.1738, loss_bbox: 0.0724, loss: 0.1808, grad_norm: 4.0107
2022-07-02 12:39:27,514 - mmdet - INFO - Epoch [11][27100/34163] lr: 2.376e-07, eta: 23:11:06, time: 0.371, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0240, loss_cls: 0.0723, acc: 96.9434, loss_bbox: 0.0706, loss: 0.1703, grad_norm: 3.3697
2022-07-02 12:39:43,540 - mmdet - INFO - Epoch [11][27150/34163] lr: 2.376e-07, eta: 23:10:24, time: 0.321, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0028, loss_rpn_bbox: 0.0300, loss_cls: 0.0534, acc: 97.7383, loss_bbox: 0.0591, loss: 0.1453, grad_norm: 3.5899
2022-07-02 12:40:04,619 - mmdet - INFO - Epoch [11][27200/34163] lr: 2.376e-07, eta: 23:10:22, time: 0.422, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0357, loss_cls: 0.0633, acc: 97.3633, loss_bbox: 0.0675, loss: 0.1709, grad_norm: 3.5457
2022-07-02 12:40:20,570 - mmdet - INFO - Epoch [11][27250/34163] lr: 2.376e-07, eta: 23:09:39, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0294, loss_cls: 0.0684, acc: 97.1250, loss_bbox: 0.0769, loss: 0.1827, grad_norm: 3.4491
2022-07-02 12:40:38,908 - mmdet - INFO - Epoch [11][27300/34163] lr: 2.376e-07, eta: 23:09:16, time: 0.367, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0242, loss_cls: 0.0596, acc: 97.5469, loss_bbox: 0.0606, loss: 0.1480, grad_norm: 3.3177
2022-07-02 12:41:10,243 - mmdet - INFO - Epoch [11][27350/34163] lr: 2.376e-07, eta: 23:10:37, time: 0.627, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0339, loss_cls: 0.0669, acc: 97.2578, loss_bbox: 0.0698, loss: 0.1755, grad_norm: 3.2999
2022-07-02 12:41:28,759 - mmdet - INFO - Epoch [11][27400/34163] lr: 2.376e-07, eta: 23:10:15, time: 0.370, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0418, loss_cls: 0.0607, acc: 97.4805, loss_bbox: 0.0681, loss: 0.1758, grad_norm: 3.8404
2022-07-02 12:41:47,115 - mmdet - INFO - Epoch [11][27450/34163] lr: 2.376e-07, eta: 23:09:51, time: 0.367, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0279, loss_cls: 0.0699, acc: 97.0977, loss_bbox: 0.0643, loss: 0.1657, grad_norm: 3.3722
2022-07-02 12:42:05,666 - mmdet - INFO - Epoch [11][27500/34163] lr: 2.376e-07, eta: 23:09:29, time: 0.371, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0354, loss_cls: 0.0613, acc: 97.4824, loss_bbox: 0.0738, loss: 0.1741, grad_norm: 3.6021
2022-07-02 12:42:29,233 - mmdet - INFO - Epoch [11][27550/34163] lr: 2.376e-07, eta: 23:09:47, time: 0.471, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0260, loss_cls: 0.0649, acc: 97.3672, loss_bbox: 0.0679, loss: 0.1636, grad_norm: 3.4287
2022-07-02 12:42:47,691 - mmdet - INFO - Epoch [11][27600/34163] lr: 2.376e-07, eta: 23:09:24, time: 0.369, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0283, loss_cls: 0.0603, acc: 97.5293, loss_bbox: 0.0637, loss: 0.1569, grad_norm: 3.0182
2022-07-02 12:43:03,635 - mmdet - INFO - Epoch [11][27650/34163] lr: 2.376e-07, eta: 23:08:42, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0374, loss_cls: 0.0551, acc: 97.6465, loss_bbox: 0.0717, loss: 0.1679, grad_norm: 3.4965
2022-07-02 12:43:19,624 - mmdet - INFO - Epoch [11][27700/34163] lr: 2.376e-07, eta: 23:07:59, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0025, loss_rpn_bbox: 0.0344, loss_cls: 0.0617, acc: 97.3906, loss_bbox: 0.0655, loss: 0.1640, grad_norm: 3.6332
2022-07-02 12:43:35,569 - mmdet - INFO - Epoch [11][27750/34163] lr: 2.376e-07, eta: 23:07:17, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0308, loss_cls: 0.0668, acc: 97.2031, loss_bbox: 0.0694, loss: 0.1722, grad_norm: 3.6615
2022-07-02 12:43:58,167 - mmdet - INFO - Epoch [11][27800/34163] lr: 2.376e-07, eta: 23:07:27, time: 0.452, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0384, loss_cls: 0.0768, acc: 96.8984, loss_bbox: 0.0725, loss: 0.1924, grad_norm: 3.7679
2022-07-02 12:44:14,073 - mmdet - INFO - Epoch [11][27850/34163] lr: 2.376e-07, eta: 23:06:44, time: 0.318, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0217, loss_cls: 0.0604, acc: 97.4375, loss_bbox: 0.0705, loss: 0.1559, grad_norm: 3.6334
2022-07-02 12:44:33,626 - mmdet - INFO - Epoch [11][27900/34163] lr: 2.376e-07, eta: 23:06:30, time: 0.391, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0386, loss_cls: 0.0625, acc: 97.3691, loss_bbox: 0.0657, loss: 0.1698, grad_norm: 3.3719
2022-07-02 12:44:49,686 - mmdet - INFO - Epoch [11][27950/34163] lr: 2.376e-07, eta: 23:05:49, time: 0.321, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0029, loss_rpn_bbox: 0.0400, loss_cls: 0.0727, acc: 96.9883, loss_bbox: 0.0774, loss: 0.1931, grad_norm: 3.7034
2022-07-02 12:45:10,926 - mmdet - INFO - Epoch [11][28000/34163] lr: 2.376e-07, eta: 23:05:48, time: 0.425, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0329, loss_cls: 0.0733, acc: 96.9629, loss_bbox: 0.0683, loss: 0.1810, grad_norm: 3.5899
2022-07-02 12:45:33,915 - mmdet - INFO - Epoch [11][28050/34163] lr: 2.376e-07, eta: 23:06:01, time: 0.460, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0267, loss_cls: 0.0663, acc: 97.2988, loss_bbox: 0.0761, loss: 0.1732, grad_norm: 3.4030
2022-07-02 12:45:56,222 - mmdet - INFO - Epoch [11][28100/34163] lr: 2.376e-07, eta: 23:06:08, time: 0.446, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0368, loss_cls: 0.0682, acc: 97.0273, loss_bbox: 0.0672, loss: 0.1769, grad_norm: 4.2782
2022-07-02 12:46:12,166 - mmdet - INFO - Epoch [11][28150/34163] lr: 2.376e-07, eta: 23:05:26, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0359, loss_cls: 0.0719, acc: 97.0234, loss_bbox: 0.0701, loss: 0.1822, grad_norm: 4.2111
2022-07-02 12:46:34,639 - mmdet - INFO - Epoch [11][28200/34163] lr: 2.376e-07, eta: 23:05:35, time: 0.449, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0276, loss_cls: 0.0673, acc: 97.1816, loss_bbox: 0.0715, loss: 0.1716, grad_norm: 3.7095
2022-07-02 12:46:50,586 - mmdet - INFO - Epoch [11][28250/34163] lr: 2.376e-07, eta: 23:04:52, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0322, loss_cls: 0.0705, acc: 96.9434, loss_bbox: 0.0699, loss: 0.1766, grad_norm: 3.9058
2022-07-02 12:47:06,433 - mmdet - INFO - Epoch [11][28300/34163] lr: 2.376e-07, eta: 23:04:10, time: 0.317, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0272, loss_cls: 0.0565, acc: 97.7129, loss_bbox: 0.0683, loss: 0.1561, grad_norm: 3.3725
2022-07-02 12:47:29,124 - mmdet - INFO - Epoch [11][28350/34163] lr: 2.376e-07, eta: 23:04:20, time: 0.454, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0219, loss_cls: 0.0701, acc: 97.0840, loss_bbox: 0.0673, loss: 0.1657, grad_norm: 3.6039
2022-07-02 12:47:55,442 - mmdet - INFO - Epoch [11][28400/34163] lr: 2.376e-07, eta: 23:04:58, time: 0.526, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0273, loss_cls: 0.0627, acc: 97.4512, loss_bbox: 0.0635, loss: 0.1576, grad_norm: 3.4414
2022-07-02 12:48:11,530 - mmdet - INFO - Epoch [11][28450/34163] lr: 2.376e-07, eta: 23:04:17, time: 0.322, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0025, loss_rpn_bbox: 0.0454, loss_cls: 0.0603, acc: 97.5156, loss_bbox: 0.0658, loss: 0.1741, grad_norm: 4.2825
2022-07-02 12:48:35,062 - mmdet - INFO - Epoch [11][28500/34163] lr: 2.376e-07, eta: 23:04:33, time: 0.471, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0241, loss_cls: 0.0578, acc: 97.7578, loss_bbox: 0.0667, loss: 0.1530, grad_norm: 3.5046
2022-07-02 12:48:51,065 - mmdet - INFO - Epoch [11][28550/34163] lr: 2.376e-07, eta: 23:03:52, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0219, loss_cls: 0.0599, acc: 97.5273, loss_bbox: 0.0606, loss: 0.1456, grad_norm: 3.2673
2022-07-02 12:49:10,169 - mmdet - INFO - Epoch [11][28600/34163] lr: 2.376e-07, eta: 23:03:34, time: 0.382, data_time: 0.006, memory: 14006, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0234, loss_cls: 0.0565, acc: 97.6777, loss_bbox: 0.0596, loss: 0.1432, grad_norm: 2.9979
2022-07-02 12:49:31,823 - mmdet - INFO - Epoch [11][28650/34163] lr: 2.376e-07, eta: 23:03:36, time: 0.433, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0300, loss_cls: 0.0676, acc: 97.1465, loss_bbox: 0.0665, loss: 0.1683, grad_norm: 3.5065
2022-07-02 12:49:47,883 - mmdet - INFO - Epoch [11][28700/34163] lr: 2.376e-07, eta: 23:02:55, time: 0.321, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0305, loss_cls: 0.0558, acc: 97.6953, loss_bbox: 0.0572, loss: 0.1469, grad_norm: 2.9999
2022-07-02 12:50:03,938 - mmdet - INFO - Epoch [11][28750/34163] lr: 2.376e-07, eta: 23:02:14, time: 0.321, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0255, loss_cls: 0.0641, acc: 97.3027, loss_bbox: 0.0672, loss: 0.1615, grad_norm: 3.2743
2022-07-02 12:50:19,888 - mmdet - INFO - Epoch [11][28800/34163] lr: 2.376e-07, eta: 23:01:32, time: 0.319, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0499, loss_cls: 0.0718, acc: 97.0254, loss_bbox: 0.0712, loss: 0.1973, grad_norm: 4.2241
2022-07-02 12:50:45,175 - mmdet - INFO - Epoch [11][28850/34163] lr: 2.376e-07, eta: 23:02:01, time: 0.506, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0387, loss_cls: 0.0698, acc: 97.0215, loss_bbox: 0.0684, loss: 0.1815, grad_norm: 3.8883
2022-07-02 12:51:03,907 - mmdet - INFO - Epoch [11][28900/34163] lr: 2.376e-07, eta: 23:01:41, time: 0.375, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0442, loss_cls: 0.0743, acc: 96.8457, loss_bbox: 0.0849, loss: 0.2071, grad_norm: 4.2528
2022-07-02 12:51:22,442 - mmdet - INFO - Epoch [11][28950/34163] lr: 2.376e-07, eta: 23:01:19, time: 0.371, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0298, loss_cls: 0.0620, acc: 97.3691, loss_bbox: 0.0681, loss: 0.1659, grad_norm: 3.5267
2022-07-02 12:51:38,404 - mmdet - INFO - Epoch [11][29000/34163] lr: 2.376e-07, eta: 23:00:37, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0363, loss_cls: 0.0572, acc: 97.5957, loss_bbox: 0.0642, loss: 0.1618, grad_norm: 3.4611
2022-07-02 12:51:56,996 - mmdet - INFO - Epoch [11][29050/34163] lr: 2.376e-07, eta: 23:00:16, time: 0.372, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0183, loss_cls: 0.0669, acc: 97.2148, loss_bbox: 0.0721, loss: 0.1620, grad_norm: 3.1862
2022-07-02 12:52:21,572 - mmdet - INFO - Epoch [11][29100/34163] lr: 2.376e-07, eta: 23:00:39, time: 0.492, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0312, loss_cls: 0.0675, acc: 97.1758, loss_bbox: 0.0668, loss: 0.1701, grad_norm: 3.7750
2022-07-02 12:52:43,277 - mmdet - INFO - Epoch [11][29150/34163] lr: 2.376e-07, eta: 23:00:41, time: 0.434, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0272, loss_cls: 0.0570, acc: 97.6172, loss_bbox: 0.0639, loss: 0.1511, grad_norm: 3.1167
2022-07-02 12:52:59,219 - mmdet - INFO - Epoch [11][29200/34163] lr: 2.376e-07, eta: 22:59:59, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0288, loss_cls: 0.0679, acc: 97.1895, loss_bbox: 0.0731, loss: 0.1742, grad_norm: 3.8304
2022-07-02 12:53:15,207 - mmdet - INFO - Epoch [11][29250/34163] lr: 2.376e-07, eta: 22:59:18, time: 0.320, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0191, loss_cls: 0.0531, acc: 97.8281, loss_bbox: 0.0594, loss: 0.1346, grad_norm: 3.2719
2022-07-02 12:53:31,139 - mmdet - INFO - Epoch [11][29300/34163] lr: 2.376e-07, eta: 22:58:37, time: 0.319, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0152, loss_cls: 0.0645, acc: 97.3613, loss_bbox: 0.0583, loss: 0.1413, grad_norm: 3.2396
2022-07-02 12:53:55,541 - mmdet - INFO - Epoch [11][29350/34163] lr: 2.376e-07, eta: 22:58:59, time: 0.488, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0264, loss_cls: 0.0636, acc: 97.4004, loss_bbox: 0.0637, loss: 0.1570, grad_norm: 3.3543
2022-07-02 12:54:14,821 - mmdet - INFO - Epoch [11][29400/34163] lr: 2.376e-07, eta: 22:58:42, time: 0.386, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0430, loss_cls: 0.0658, acc: 97.2031, loss_bbox: 0.0652, loss: 0.1774, grad_norm: 3.9277
2022-07-02 12:54:30,786 - mmdet - INFO - Epoch [11][29450/34163] lr: 2.376e-07, eta: 22:58:01, time: 0.319, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0306, loss_cls: 0.0687, acc: 97.2715, loss_bbox: 0.0681, loss: 0.1742, grad_norm: 4.3742
2022-07-02 12:54:52,523 - mmdet - INFO - Epoch [11][29500/34163] lr: 2.376e-07, eta: 22:58:03, time: 0.435, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0356, loss_cls: 0.0578, acc: 97.5859, loss_bbox: 0.0626, loss: 0.1595, grad_norm: 3.9522
2022-07-02 12:55:11,309 - mmdet - INFO - Epoch [11][29550/34163] lr: 2.376e-07, eta: 22:57:43, time: 0.376, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0031, loss_rpn_bbox: 0.0269, loss_cls: 0.0625, acc: 97.4551, loss_bbox: 0.0596, loss: 0.1522, grad_norm: 3.4324
2022-07-02 12:55:27,327 - mmdet - INFO - Epoch [11][29600/34163] lr: 2.376e-07, eta: 22:57:02, time: 0.320, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0331, loss_cls: 0.0675, acc: 97.2129, loss_bbox: 0.0619, loss: 0.1665, grad_norm: 3.7586
2022-07-02 12:55:43,220 - mmdet - INFO - Epoch [11][29650/34163] lr: 2.376e-07, eta: 22:56:21, time: 0.318, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0024, loss_rpn_bbox: 0.0261, loss_cls: 0.0655, acc: 97.3203, loss_bbox: 0.0673, loss: 0.1614, grad_norm: 3.4314
2022-07-02 12:55:59,268 - mmdet - INFO - Epoch [11][29700/34163] lr: 2.376e-07, eta: 22:55:40, time: 0.321, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0380, loss_cls: 0.0684, acc: 97.1758, loss_bbox: 0.0699, loss: 0.1804, grad_norm: 4.0535
2022-07-02 12:56:17,478 - mmdet - INFO - Epoch [11][29750/34163] lr: 2.376e-07, eta: 22:55:16, time: 0.364, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0313, loss_cls: 0.0603, acc: 97.3926, loss_bbox: 0.0636, loss: 0.1581, grad_norm: 3.6189
2022-07-02 12:56:36,321 - mmdet - INFO - Epoch [11][29800/34163] lr: 2.376e-07, eta: 22:54:57, time: 0.377, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0335, loss_cls: 0.0653, acc: 97.1875, loss_bbox: 0.0599, loss: 0.1637, grad_norm: 3.6368
2022-07-02 12:56:52,325 - mmdet - INFO - Epoch [11][29850/34163] lr: 2.376e-07, eta: 22:54:16, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0245, loss_cls: 0.0620, acc: 97.3750, loss_bbox: 0.0668, loss: 0.1580, grad_norm: 3.6523
2022-07-02 12:57:13,688 - mmdet - INFO - Epoch [11][29900/34163] lr: 2.376e-07, eta: 22:54:15, time: 0.427, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0364, loss_cls: 0.0666, acc: 97.2656, loss_bbox: 0.0698, loss: 0.1786, grad_norm: 3.9430
2022-07-02 12:57:32,783 - mmdet - INFO - Epoch [11][29950/34163] lr: 2.376e-07, eta: 22:53:57, time: 0.382, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0391, loss_cls: 0.0641, acc: 97.2266, loss_bbox: 0.0654, loss: 0.1717, grad_norm: 4.0912
2022-07-02 12:57:53,214 - mmdet - INFO - Epoch [11][30000/34163] lr: 2.376e-07, eta: 22:53:49, time: 0.409, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0264, loss_cls: 0.0658, acc: 97.3633, loss_bbox: 0.0659, loss: 0.1617, grad_norm: 4.4351
2022-07-02 12:58:09,233 - mmdet - INFO - Epoch [11][30050/34163] lr: 2.376e-07, eta: 22:53:09, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0031, loss_rpn_bbox: 0.0288, loss_cls: 0.0694, acc: 97.1738, loss_bbox: 0.0680, loss: 0.1693, grad_norm: 3.2960
2022-07-02 12:58:30,963 - mmdet - INFO - Epoch [11][30100/34163] lr: 2.376e-07, eta: 22:53:11, time: 0.435, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0341, loss_cls: 0.0587, acc: 97.5742, loss_bbox: 0.0643, loss: 0.1621, grad_norm: 3.6959
2022-07-02 12:58:50,012 - mmdet - INFO - Epoch [11][30150/34163] lr: 2.376e-07, eta: 22:52:53, time: 0.381, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0196, loss_cls: 0.0605, acc: 97.5000, loss_bbox: 0.0669, loss: 0.1504, grad_norm: 3.1000
2022-07-02 12:59:05,982 - mmdet - INFO - Epoch [11][30200/34163] lr: 2.376e-07, eta: 22:52:12, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0220, loss_cls: 0.0575, acc: 97.6562, loss_bbox: 0.0630, loss: 0.1467, grad_norm: 3.2825
2022-07-02 12:59:21,993 - mmdet - INFO - Epoch [11][30250/34163] lr: 2.376e-07, eta: 22:51:32, time: 0.320, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0026, loss_rpn_bbox: 0.0199, loss_cls: 0.0505, acc: 97.9102, loss_bbox: 0.0548, loss: 0.1278, grad_norm: 3.2169
2022-07-02 12:59:41,899 - mmdet - INFO - Epoch [11][30300/34163] lr: 2.376e-07, eta: 22:51:21, time: 0.398, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0514, loss_cls: 0.0714, acc: 96.9883, loss_bbox: 0.0724, loss: 0.2002, grad_norm: 4.8166
2022-07-02 13:00:03,129 - mmdet - INFO - Epoch [11][30350/34163] lr: 2.376e-07, eta: 22:51:18, time: 0.425, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0267, loss_cls: 0.0637, acc: 97.2559, loss_bbox: 0.0675, loss: 0.1620, grad_norm: 3.6729
2022-07-02 13:00:19,130 - mmdet - INFO - Epoch [11][30400/34163] lr: 2.376e-07, eta: 22:50:38, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0236, loss_cls: 0.0568, acc: 97.6426, loss_bbox: 0.0631, loss: 0.1469, grad_norm: 3.3676
2022-07-02 13:00:35,136 - mmdet - INFO - Epoch [11][30450/34163] lr: 2.376e-07, eta: 22:49:58, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0214, loss_cls: 0.0634, acc: 97.3770, loss_bbox: 0.0633, loss: 0.1538, grad_norm: 3.4209
2022-07-02 13:00:59,395 - mmdet - INFO - Epoch [11][30500/34163] lr: 2.376e-07, eta: 22:50:18, time: 0.485, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0236, loss_cls: 0.0635, acc: 97.3145, loss_bbox: 0.0640, loss: 0.1545, grad_norm: 3.6760
2022-07-02 13:01:15,326 - mmdet - INFO - Epoch [11][30550/34163] lr: 2.376e-07, eta: 22:49:37, time: 0.319, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0270, loss_cls: 0.0607, acc: 97.5195, loss_bbox: 0.0640, loss: 0.1556, grad_norm: 3.3759
2022-07-02 13:01:31,334 - mmdet - INFO - Epoch [11][30600/34163] lr: 2.376e-07, eta: 22:48:58, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0317, loss_cls: 0.0691, acc: 97.1367, loss_bbox: 0.0763, loss: 0.1809, grad_norm: 3.9334
2022-07-02 13:01:47,328 - mmdet - INFO - Epoch [11][30650/34163] lr: 2.376e-07, eta: 22:48:18, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0271, loss_cls: 0.0650, acc: 97.2969, loss_bbox: 0.0759, loss: 0.1721, grad_norm: 3.6284
2022-07-02 13:02:06,255 - mmdet - INFO - Epoch [11][30700/34163] lr: 2.376e-07, eta: 22:47:59, time: 0.379, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0278, loss_cls: 0.0681, acc: 97.2676, loss_bbox: 0.0652, loss: 0.1655, grad_norm: 3.5145
2022-07-02 13:02:22,185 - mmdet - INFO - Epoch [11][30750/34163] lr: 2.376e-07, eta: 22:47:19, time: 0.319, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0224, loss_cls: 0.0602, acc: 97.4648, loss_bbox: 0.0632, loss: 0.1502, grad_norm: 3.7811
2022-07-02 13:02:42,724 - mmdet - INFO - Epoch [11][30800/34163] lr: 2.376e-07, eta: 22:47:12, time: 0.411, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0402, loss_cls: 0.0659, acc: 97.3086, loss_bbox: 0.0749, loss: 0.1857, grad_norm: 3.6985
2022-07-02 13:03:11,927 - mmdet - INFO - Epoch [11][30850/34163] lr: 2.376e-07, eta: 22:48:05, time: 0.584, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0213, loss_cls: 0.0545, acc: 97.7012, loss_bbox: 0.0575, loss: 0.1371, grad_norm: 3.1454
2022-07-02 13:03:30,544 - mmdet - INFO - Epoch [11][30900/34163] lr: 2.376e-07, eta: 22:47:44, time: 0.372, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0028, loss_rpn_bbox: 0.0190, loss_cls: 0.0471, acc: 98.0508, loss_bbox: 0.0570, loss: 0.1258, grad_norm: 3.1324
2022-07-02 13:03:46,491 - mmdet - INFO - Epoch [11][30950/34163] lr: 2.376e-07, eta: 22:47:04, time: 0.319, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0241, loss_cls: 0.0667, acc: 97.1465, loss_bbox: 0.0647, loss: 0.1602, grad_norm: 3.6353
2022-07-02 13:04:11,500 - mmdet - INFO - Epoch [11][31000/34163] lr: 2.376e-07, eta: 22:47:28, time: 0.500, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0206, loss_cls: 0.0591, acc: 97.5820, loss_bbox: 0.0668, loss: 0.1514, grad_norm: 3.3474
2022-07-02 13:04:44,009 - mmdet - INFO - Epoch [11][31050/34163] lr: 2.376e-07, eta: 22:48:44, time: 0.650, data_time: 0.003, memory: 14006, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0371, loss_cls: 0.0687, acc: 97.1582, loss_bbox: 0.0838, loss: 0.1968, grad_norm: 3.5882
2022-07-02 13:05:00,067 - mmdet - INFO - Epoch [11][31100/34163] lr: 2.376e-07, eta: 22:48:05, time: 0.321, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0294, loss_cls: 0.0619, acc: 97.4824, loss_bbox: 0.0616, loss: 0.1605, grad_norm: 4.0001
2022-07-02 13:05:19,155 - mmdet - INFO - Epoch [11][31150/34163] lr: 2.376e-07, eta: 22:47:47, time: 0.382, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0328, loss_cls: 0.0615, acc: 97.4941, loss_bbox: 0.0710, loss: 0.1692, grad_norm: 4.1393
2022-07-02 13:05:40,301 - mmdet - INFO - Epoch [11][31200/34163] lr: 2.376e-07, eta: 22:47:43, time: 0.423, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0316, loss_cls: 0.0659, acc: 97.2871, loss_bbox: 0.0561, loss: 0.1602, grad_norm: 4.5574
2022-07-02 13:05:56,284 - mmdet - INFO - Epoch [11][31250/34163] lr: 2.376e-07, eta: 22:47:03, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0280, loss_cls: 0.0586, acc: 97.5137, loss_bbox: 0.0619, loss: 0.1524, grad_norm: 4.3095
2022-07-02 13:06:16,162 - mmdet - INFO - Epoch [11][31300/34163] lr: 2.376e-07, eta: 22:46:51, time: 0.398, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0367, loss_cls: 0.0635, acc: 97.5371, loss_bbox: 0.0633, loss: 0.1678, grad_norm: 3.4627
2022-07-02 13:06:36,978 - mmdet - INFO - Epoch [11][31350/34163] lr: 2.376e-07, eta: 22:46:45, time: 0.416, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0321, loss_cls: 0.0598, acc: 97.5312, loss_bbox: 0.0674, loss: 0.1635, grad_norm: 3.3713
2022-07-02 13:07:00,794 - mmdet - INFO - Epoch [11][31400/34163] lr: 2.376e-07, eta: 22:46:59, time: 0.476, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0325, loss_cls: 0.0645, acc: 97.3926, loss_bbox: 0.0848, loss: 0.1870, grad_norm: 3.5260
2022-07-02 13:07:27,701 - mmdet - INFO - Epoch [11][31450/34163] lr: 2.376e-07, eta: 22:47:35, time: 0.538, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0264, loss_cls: 0.0515, acc: 97.8906, loss_bbox: 0.0559, loss: 0.1374, grad_norm: 3.1701
2022-07-02 13:07:43,683 - mmdet - INFO - Epoch [11][31500/34163] lr: 2.376e-07, eta: 22:46:55, time: 0.320, data_time: 0.004, memory: 14006, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0224, loss_cls: 0.0665, acc: 97.4883, loss_bbox: 0.0684, loss: 0.1605, grad_norm: 3.2889