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faster_rcnn_orpn_our_rsp_vit-base-win-rvsa_v3_wsz7_fpn_1x_dior_lr1e-4_ldr75_dpr15.log
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faster_rcnn_orpn_our_rsp_vit-base-win-rvsa_v3_wsz7_fpn_1x_dior_lr1e-4_ldr75_dpr15.log
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2022-06-20 14:29:28,145 - 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: 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
------------------------------------------------------------
2022-06-20 14:29:28,146 - mmdet - INFO - Distributed training: True
2022-06-20 14:29:28,490 - 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 = None
workflow = [('train', 1)]
dataset_type = 'DIORDataset'
data_root = '../Dataset/dior/'
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='Resize', img_scale=(800, 800), 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, 0),
vert_rate=1.0),
dict(type='Pad', size_divisor=800),
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=[(800, 800)],
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=800),
dict(type='ImageToTensor', keys=['img']),
dict(type='OBBCollect', keys=['img'])
])
]
data = dict(
samples_per_gpu=2,
workers_per_gpu=4,
train=dict(
type='DIORDataset',
xmltype='obb',
imgset='../Dataset/dior/ImageSets/Main/trainval.txt',
ann_file='../Dataset/dior/Annotations/Oriented Bounding Boxes',
img_prefix='../Dataset/dior/JPEGImages-trainval/',
pipeline=[
dict(type='LoadImageFromFile'),
dict(
type='LoadOBBAnnotations',
with_bbox=True,
with_label=True,
obb_as_mask=True),
dict(type='Resize', img_scale=(800, 800), 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, 0),
vert_rate=1.0),
dict(type='Pad', size_divisor=800),
dict(type='Mask2OBB', obb_type='obb'),
dict(type='OBBDefaultFormatBundle'),
dict(
type='OBBCollect',
keys=['img', 'gt_bboxes', 'gt_obboxes', 'gt_labels'])
]),
test=dict(
type='DIORDataset',
xmltype='obb',
imgset='../Dataset/dior/ImageSets/Main/test.txt',
ann_file='../Dataset/dior/Annotations/Oriented Bounding Boxes',
img_prefix='../Dataset/dior/JPEGImages-test/',
pipeline=[
dict(type='LoadImageFromFile'),
dict(
type='MultiScaleFlipRotateAug',
img_scale=[(800, 800)],
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=800),
dict(type='ImageToTensor', keys=['img']),
dict(type='OBBCollect', keys=['img'])
])
]))
evaluation = None
norm_cfg = dict(type='LN', requires_grad=True)
head_norm_cfg = dict(type='LN', requires_grad=True)
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=800,
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=20,
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_3x_dior_lr1e-4_ldr75_dpr15'
gpu_ids = range(0, 1)
2022-06-20 14:29:29,731 - mmdet - INFO - load model from: ../mae-main/output/millionAID_224/1600_0.75_0.00015_0.05_2048/checkpoint-1599.pth
2022-06-20 14:29:30,867 - 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, 2500, 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
2022-06-20 14:29:46,009 - 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_3x_dior_lr1e-4_ldr75_dpr15
2022-06-20 14:29:46,009 - 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
--------------------
2022-06-20 14:29:46,010 - mmdet - INFO - workflow: [('train', 1)], max: 12 epochs
2022-06-20 14:29:46,010 - 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_3x_dior_lr1e-4_ldr75_dpr15 by HardDiskBackend.
2022-06-20 14:30:32,062 - mmdet - INFO - Epoch [1][50/5863] lr: 2.350e-07, eta: 17:59:09, time: 0.921, data_time: 0.586, memory: 12354, loss_rpn_cls: 0.6591, loss_rpn_bbox: 0.1150, loss_cls: 1.9457, acc: 78.0332, loss_bbox: 0.0537, loss: 2.7736, grad_norm: 17.6260
2022-06-20 14:30:48,736 - mmdet - INFO - Epoch [1][100/5863] lr: 4.723e-07, eta: 12:14:26, time: 0.333, data_time: 0.004, memory: 12354, loss_rpn_cls: 0.3537, loss_rpn_bbox: 0.1177, loss_cls: 0.3861, acc: 98.0234, loss_bbox: 0.0776, loss: 0.9351, grad_norm: 4.8435
2022-06-20 14:31:05,277 - mmdet - INFO - Epoch [1][150/5863] lr: 7.096e-07, eta: 10:18:18, time: 0.331, data_time: 0.004, memory: 12354, loss_rpn_cls: 0.1907, loss_rpn_bbox: 0.1270, loss_cls: 0.2387, acc: 97.4336, loss_bbox: 0.1041, loss: 0.6604, grad_norm: 4.0204
2022-06-20 14:31:21,929 - mmdet - INFO - Epoch [1][200/5863] lr: 9.470e-07, eta: 9:20:44, time: 0.333, data_time: 0.004, memory: 12354, loss_rpn_cls: 0.1518, loss_rpn_bbox: 0.1051, loss_cls: 0.2084, acc: 97.0820, loss_bbox: 0.0851, loss: 0.5505, grad_norm: 3.9019
2022-06-20 14:31:38,633 - mmdet - INFO - Epoch [1][250/5863] lr: 1.184e-06, eta: 8:46:20, time: 0.334, data_time: 0.004, memory: 12564, loss_rpn_cls: 0.1247, loss_rpn_bbox: 0.0767, loss_cls: 0.1892, acc: 97.3027, loss_bbox: 0.0787, loss: 0.4692, grad_norm: 3.8025
2022-06-20 14:31:55,349 - mmdet - INFO - Epoch [1][300/5863] lr: 1.422e-06, eta: 8:23:22, time: 0.334, data_time: 0.005, memory: 12564, loss_rpn_cls: 0.1332, loss_rpn_bbox: 0.1026, loss_cls: 0.1601, acc: 97.3984, loss_bbox: 0.0786, loss: 0.4745, grad_norm: 3.7102
2022-06-20 14:32:12,572 - mmdet - INFO - Epoch [1][350/5863] lr: 1.659e-06, eta: 8:08:33, time: 0.344, data_time: 0.005, memory: 12564, loss_rpn_cls: 0.1249, loss_rpn_bbox: 0.1120, loss_cls: 0.1525, acc: 97.4492, loss_bbox: 0.0778, loss: 0.4672, grad_norm: 3.8308
2022-06-20 14:32:29,673 - mmdet - INFO - Epoch [1][400/5863] lr: 1.896e-06, eta: 7:57:01, time: 0.342, data_time: 0.005, memory: 12710, loss_rpn_cls: 0.1609, loss_rpn_bbox: 0.1295, loss_cls: 0.2287, acc: 96.3438, loss_bbox: 0.1025, loss: 0.6216, grad_norm: 4.9192
2022-06-20 14:32:46,505 - mmdet - INFO - Epoch [1][450/5863] lr: 2.134e-06, eta: 7:47:18, time: 0.337, data_time: 0.005, memory: 12710, loss_rpn_cls: 0.1308, loss_rpn_bbox: 0.0957, loss_cls: 0.1844, acc: 96.9336, loss_bbox: 0.0881, loss: 0.4990, grad_norm: 4.1976
2022-06-20 14:33:08,885 - mmdet - INFO - Epoch [1][500/5863] lr: 2.371e-06, eta: 7:52:23, time: 0.448, data_time: 0.006, memory: 12710, loss_rpn_cls: 0.1176, loss_rpn_bbox: 0.1059, loss_cls: 0.1657, acc: 96.5742, loss_bbox: 0.0756, loss: 0.4649, grad_norm: 3.7180
2022-06-20 14:33:25,797 - mmdet - INFO - Epoch [1][550/5863] lr: 2.376e-06, eta: 7:44:54, time: 0.338, data_time: 0.005, memory: 12710, loss_rpn_cls: 0.1065, loss_rpn_bbox: 0.0906, loss_cls: 0.2016, acc: 96.6074, loss_bbox: 0.1014, loss: 0.5001, grad_norm: 3.9843
2022-06-20 14:33:42,664 - mmdet - INFO - Epoch [1][600/5863] lr: 2.376e-06, eta: 7:38:32, time: 0.337, data_time: 0.005, memory: 12710, loss_rpn_cls: 0.1186, loss_rpn_bbox: 0.0970, loss_cls: 0.1861, acc: 96.4531, loss_bbox: 0.1165, loss: 0.5181, grad_norm: 4.1240
2022-06-20 14:34:00,151 - mmdet - INFO - Epoch [1][650/5863] lr: 2.376e-06, eta: 7:34:13, time: 0.350, data_time: 0.005, memory: 12710, loss_rpn_cls: 0.0993, loss_rpn_bbox: 0.0858, loss_cls: 0.2157, acc: 95.9844, loss_bbox: 0.1229, loss: 0.5237, grad_norm: 4.6236
2022-06-20 14:34:17,145 - mmdet - INFO - Epoch [1][700/5863] lr: 2.376e-06, eta: 7:29:39, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.1162, loss_rpn_bbox: 0.1430, loss_cls: 0.2202, acc: 94.7812, loss_bbox: 0.1630, loss: 0.6425, grad_norm: 5.1781
2022-06-20 14:34:34,031 - mmdet - INFO - Epoch [1][750/5863] lr: 2.376e-06, eta: 7:25:29, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.1027, loss_rpn_bbox: 0.0831, loss_cls: 0.1868, acc: 96.6777, loss_bbox: 0.1055, loss: 0.4780, grad_norm: 4.0979
2022-06-20 14:34:50,937 - mmdet - INFO - Epoch [1][800/5863] lr: 2.376e-06, eta: 7:21:51, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.1082, loss_rpn_bbox: 0.0982, loss_cls: 0.2050, acc: 95.1992, loss_bbox: 0.1390, loss: 0.5504, grad_norm: 4.6697
2022-06-20 14:35:11,325 - mmdet - INFO - Epoch [1][850/5863] lr: 2.376e-06, eta: 7:23:20, time: 0.408, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.1027, loss_rpn_bbox: 0.0937, loss_cls: 0.2141, acc: 95.2949, loss_bbox: 0.1454, loss: 0.5559, grad_norm: 4.9923
2022-06-20 14:35:28,121 - mmdet - INFO - Epoch [1][900/5863] lr: 2.376e-06, eta: 7:20:01, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0757, loss_rpn_bbox: 0.0890, loss_cls: 0.1812, acc: 95.6660, loss_bbox: 0.1438, loss: 0.4896, grad_norm: 4.7009
2022-06-20 14:35:44,999 - mmdet - INFO - Epoch [1][950/5863] lr: 2.376e-06, eta: 7:17:06, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0961, loss_rpn_bbox: 0.1075, loss_cls: 0.1816, acc: 95.8242, loss_bbox: 0.1602, loss: 0.5454, grad_norm: 4.9439
2022-06-20 14:36:01,878 - mmdet - INFO - Epoch [1][1000/5863] lr: 2.376e-06, eta: 7:14:28, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.1077, loss_rpn_bbox: 0.1170, loss_cls: 0.2037, acc: 95.3633, loss_bbox: 0.1406, loss: 0.5690, grad_norm: 4.7197
2022-06-20 14:36:18,576 - mmdet - INFO - Epoch [1][1050/5863] lr: 2.376e-06, eta: 7:11:50, time: 0.334, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0781, loss_rpn_bbox: 0.0957, loss_cls: 0.1687, acc: 95.9316, loss_bbox: 0.1271, loss: 0.4697, grad_norm: 4.6334
2022-06-20 14:36:35,371 - mmdet - INFO - Epoch [1][1100/5863] lr: 2.376e-06, eta: 7:09:32, time: 0.336, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0839, loss_rpn_bbox: 0.1328, loss_cls: 0.2099, acc: 94.6230, loss_bbox: 0.1749, loss: 0.6016, grad_norm: 5.1972
2022-06-20 14:36:52,444 - mmdet - INFO - Epoch [1][1150/5863] lr: 2.376e-06, eta: 7:07:41, time: 0.341, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.1058, loss_rpn_bbox: 0.1070, loss_cls: 0.1900, acc: 94.9609, loss_bbox: 0.1553, loss: 0.5583, grad_norm: 5.6335
2022-06-20 14:37:09,286 - mmdet - INFO - Epoch [1][1200/5863] lr: 2.376e-06, eta: 7:05:45, time: 0.337, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0674, loss_rpn_bbox: 0.0952, loss_cls: 0.1939, acc: 95.1074, loss_bbox: 0.1228, loss: 0.4794, grad_norm: 5.3583
2022-06-20 14:37:26,033 - mmdet - INFO - Epoch [1][1250/5863] lr: 2.376e-06, eta: 7:03:51, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0921, loss_rpn_bbox: 0.0895, loss_cls: 0.2118, acc: 94.4785, loss_bbox: 0.1764, loss: 0.5699, grad_norm: 5.5918
2022-06-20 14:37:42,827 - mmdet - INFO - Epoch [1][1300/5863] lr: 2.376e-06, eta: 7:02:08, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0753, loss_rpn_bbox: 0.0890, loss_cls: 0.1736, acc: 95.4766, loss_bbox: 0.1456, loss: 0.4835, grad_norm: 4.5918
2022-06-20 14:37:59,777 - mmdet - INFO - Epoch [1][1350/5863] lr: 2.376e-06, eta: 7:00:38, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0742, loss_rpn_bbox: 0.1051, loss_cls: 0.1615, acc: 95.5586, loss_bbox: 0.1478, loss: 0.4887, grad_norm: 4.8589
2022-06-20 14:38:16,578 - mmdet - INFO - Epoch [1][1400/5863] lr: 2.376e-06, eta: 6:59:07, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0681, loss_rpn_bbox: 0.0724, loss_cls: 0.1919, acc: 95.4766, loss_bbox: 0.1380, loss: 0.4703, grad_norm: 5.0729
2022-06-20 14:38:33,568 - mmdet - INFO - Epoch [1][1450/5863] lr: 2.376e-06, eta: 6:57:49, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0855, loss_rpn_bbox: 0.0913, loss_cls: 0.1811, acc: 95.7754, loss_bbox: 0.1441, loss: 0.5020, grad_norm: 4.9542
2022-06-20 14:38:50,372 - mmdet - INFO - Epoch [1][1500/5863] lr: 2.376e-06, eta: 6:56:27, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0612, loss_rpn_bbox: 0.0920, loss_cls: 0.2311, acc: 93.6152, loss_bbox: 0.1517, loss: 0.5359, grad_norm: 6.2643
2022-06-20 14:39:07,200 - mmdet - INFO - Epoch [1][1550/5863] lr: 2.376e-06, eta: 6:55:11, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0787, loss_rpn_bbox: 0.0771, loss_cls: 0.1903, acc: 95.3496, loss_bbox: 0.1292, loss: 0.4753, grad_norm: 4.6259
2022-06-20 14:39:23,931 - mmdet - INFO - Epoch [1][1600/5863] lr: 2.376e-06, eta: 6:53:54, time: 0.335, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0732, loss_rpn_bbox: 0.0782, loss_cls: 0.1853, acc: 94.9219, loss_bbox: 0.1292, loss: 0.4658, grad_norm: 5.0660
2022-06-20 14:39:40,792 - mmdet - INFO - Epoch [1][1650/5863] lr: 2.376e-06, eta: 6:52:46, time: 0.337, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0624, loss_cls: 0.1594, acc: 95.4336, loss_bbox: 0.1570, loss: 0.4225, grad_norm: 5.3280
2022-06-20 14:39:58,125 - mmdet - INFO - Epoch [1][1700/5863] lr: 2.376e-06, eta: 6:52:00, time: 0.347, data_time: 0.007, memory: 12744, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0653, loss_cls: 0.1639, acc: 95.3301, loss_bbox: 0.1602, loss: 0.4480, grad_norm: 5.4420
2022-06-20 14:40:15,162 - mmdet - INFO - Epoch [1][1750/5863] lr: 2.376e-06, eta: 6:51:04, time: 0.341, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0599, loss_rpn_bbox: 0.0655, loss_cls: 0.1685, acc: 94.6016, loss_bbox: 0.1636, loss: 0.4575, grad_norm: 5.8728
2022-06-20 14:40:32,312 - mmdet - INFO - Epoch [1][1800/5863] lr: 2.376e-06, eta: 6:50:15, time: 0.343, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0765, loss_cls: 0.1672, acc: 94.9766, loss_bbox: 0.1608, loss: 0.4595, grad_norm: 5.4876
2022-06-20 14:40:49,346 - mmdet - INFO - Epoch [1][1850/5863] lr: 2.376e-06, eta: 6:49:23, time: 0.341, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0627, loss_rpn_bbox: 0.0769, loss_cls: 0.1805, acc: 95.2695, loss_bbox: 0.1379, loss: 0.4579, grad_norm: 5.4344
2022-06-20 14:41:06,296 - mmdet - INFO - Epoch [1][1900/5863] lr: 2.376e-06, eta: 6:48:29, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0647, loss_cls: 0.1727, acc: 95.1973, loss_bbox: 0.1469, loss: 0.4451, grad_norm: 5.3028
2022-06-20 14:41:23,214 - mmdet - INFO - Epoch [1][1950/5863] lr: 2.376e-06, eta: 6:47:37, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0791, loss_cls: 0.1756, acc: 94.5117, loss_bbox: 0.1519, loss: 0.4612, grad_norm: 5.5284
2022-06-20 14:41:40,171 - mmdet - INFO - Epoch [1][2000/5863] lr: 2.376e-06, eta: 6:46:48, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0626, loss_rpn_bbox: 0.1027, loss_cls: 0.1873, acc: 94.0449, loss_bbox: 0.1823, loss: 0.5349, grad_norm: 6.3273
2022-06-20 14:41:56,946 - mmdet - INFO - Epoch [1][2050/5863] lr: 2.376e-06, eta: 6:45:54, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0843, loss_cls: 0.1811, acc: 94.3535, loss_bbox: 0.2040, loss: 0.5208, grad_norm: 6.2463
2022-06-20 14:42:14,133 - mmdet - INFO - Epoch [1][2100/5863] lr: 2.376e-06, eta: 6:45:15, time: 0.344, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0620, loss_cls: 0.1576, acc: 95.2949, loss_bbox: 0.1361, loss: 0.3920, grad_norm: 5.1302
2022-06-20 14:42:30,995 - mmdet - INFO - Epoch [1][2150/5863] lr: 2.376e-06, eta: 6:44:27, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0744, loss_cls: 0.1989, acc: 93.8809, loss_bbox: 0.1707, loss: 0.4985, grad_norm: 6.2448
2022-06-20 14:42:47,994 - mmdet - INFO - Epoch [1][2200/5863] lr: 2.376e-06, eta: 6:43:45, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0741, loss_cls: 0.1689, acc: 94.8828, loss_bbox: 0.1477, loss: 0.4460, grad_norm: 5.3749
2022-06-20 14:43:04,936 - mmdet - INFO - Epoch [1][2250/5863] lr: 2.376e-06, eta: 6:43:02, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0898, loss_cls: 0.1820, acc: 93.8535, loss_bbox: 0.1674, loss: 0.4835, grad_norm: 6.5361
2022-06-20 14:43:21,763 - mmdet - INFO - Epoch [1][2300/5863] lr: 2.376e-06, eta: 6:42:17, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0751, loss_rpn_bbox: 0.0975, loss_cls: 0.1610, acc: 94.7949, loss_bbox: 0.1967, loss: 0.5303, grad_norm: 6.9266
2022-06-20 14:43:38,467 - mmdet - INFO - Epoch [1][2350/5863] lr: 2.376e-06, eta: 6:41:29, time: 0.334, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0603, loss_rpn_bbox: 0.0777, loss_cls: 0.1350, acc: 95.8984, loss_bbox: 0.1596, loss: 0.4326, grad_norm: 5.4724
2022-06-20 14:43:55,339 - mmdet - INFO - Epoch [1][2400/5863] lr: 2.376e-06, eta: 6:40:48, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0766, loss_cls: 0.1587, acc: 94.9805, loss_bbox: 0.1611, loss: 0.4522, grad_norm: 5.8187
2022-06-20 14:44:12,366 - mmdet - INFO - Epoch [1][2450/5863] lr: 2.376e-06, eta: 6:40:12, time: 0.341, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0639, loss_rpn_bbox: 0.0886, loss_cls: 0.1669, acc: 94.9941, loss_bbox: 0.1454, loss: 0.4649, grad_norm: 5.9456
2022-06-20 14:44:29,474 - mmdet - INFO - Epoch [1][2500/5863] lr: 2.376e-06, eta: 6:39:38, time: 0.342, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0635, loss_cls: 0.1535, acc: 95.2188, loss_bbox: 0.1553, loss: 0.4271, grad_norm: 5.4333
2022-06-20 14:44:46,318 - mmdet - INFO - Epoch [1][2550/5863] lr: 2.376e-06, eta: 6:38:59, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0741, loss_cls: 0.1352, acc: 95.4355, loss_bbox: 0.1567, loss: 0.4023, grad_norm: 5.2518
2022-06-20 14:45:03,705 - mmdet - INFO - Epoch [1][2600/5863] lr: 2.376e-06, eta: 6:38:34, time: 0.348, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0667, loss_cls: 0.1875, acc: 93.7207, loss_bbox: 0.1810, loss: 0.4763, grad_norm: 6.8918
2022-06-20 14:45:20,691 - mmdet - INFO - Epoch [1][2650/5863] lr: 2.376e-06, eta: 6:38:00, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0612, loss_rpn_bbox: 0.0745, loss_cls: 0.1690, acc: 94.3359, loss_bbox: 0.1990, loss: 0.5037, grad_norm: 6.5634
2022-06-20 14:45:37,502 - mmdet - INFO - Epoch [1][2700/5863] lr: 2.376e-06, eta: 6:37:21, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0605, loss_rpn_bbox: 0.0782, loss_cls: 0.1630, acc: 94.8711, loss_bbox: 0.1651, loss: 0.4668, grad_norm: 6.2384
2022-06-20 14:45:54,404 - mmdet - INFO - Epoch [1][2750/5863] lr: 2.376e-06, eta: 6:36:46, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0576, loss_cls: 0.1659, acc: 95.0059, loss_bbox: 0.1526, loss: 0.4286, grad_norm: 5.1403
2022-06-20 14:46:13,375 - mmdet - INFO - Epoch [1][2800/5863] lr: 2.376e-06, eta: 6:37:01, time: 0.379, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0933, loss_cls: 0.1638, acc: 94.3594, loss_bbox: 0.1729, loss: 0.4808, grad_norm: 6.7720
2022-06-20 14:46:30,382 - mmdet - INFO - Epoch [1][2850/5863] lr: 2.376e-06, eta: 6:36:29, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0861, loss_cls: 0.1669, acc: 94.3223, loss_bbox: 0.1586, loss: 0.4524, grad_norm: 6.3115
2022-06-20 14:46:47,489 - mmdet - INFO - Epoch [1][2900/5863] lr: 2.376e-06, eta: 6:35:59, time: 0.342, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0771, loss_rpn_bbox: 0.1005, loss_cls: 0.1851, acc: 94.2852, loss_bbox: 0.1552, loss: 0.5179, grad_norm: 6.7388
2022-06-20 14:47:04,439 - mmdet - INFO - Epoch [1][2950/5863] lr: 2.376e-06, eta: 6:35:27, time: 0.339, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0535, loss_cls: 0.1548, acc: 95.1094, loss_bbox: 0.1520, loss: 0.4012, grad_norm: 6.1228
2022-06-20 14:47:21,416 - mmdet - INFO - Epoch [1][3000/5863] lr: 2.376e-06, eta: 6:34:55, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0882, loss_cls: 0.1843, acc: 93.9805, loss_bbox: 0.2186, loss: 0.5417, grad_norm: 7.3122
2022-06-20 14:47:41,326 - mmdet - INFO - Epoch [1][3050/5863] lr: 2.376e-06, eta: 6:35:29, time: 0.398, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0555, loss_cls: 0.1573, acc: 95.0527, loss_bbox: 0.1626, loss: 0.4170, grad_norm: 5.5183
2022-06-20 14:47:58,419 - mmdet - INFO - Epoch [1][3100/5863] lr: 2.376e-06, eta: 6:34:59, time: 0.342, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0648, loss_cls: 0.1598, acc: 94.7754, loss_bbox: 0.1916, loss: 0.4543, grad_norm: 6.2232
2022-06-20 14:48:15,424 - mmdet - INFO - Epoch [1][3150/5863] lr: 2.376e-06, eta: 6:34:29, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0724, loss_cls: 0.1745, acc: 94.4570, loss_bbox: 0.1606, loss: 0.4494, grad_norm: 6.5344
2022-06-20 14:48:32,484 - mmdet - INFO - Epoch [1][3200/5863] lr: 2.376e-06, eta: 6:34:00, time: 0.341, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0951, loss_cls: 0.1954, acc: 93.4922, loss_bbox: 0.1832, loss: 0.5311, grad_norm: 6.5914
2022-06-20 14:48:49,518 - mmdet - INFO - Epoch [1][3250/5863] lr: 2.376e-06, eta: 6:33:30, time: 0.341, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0566, loss_cls: 0.1563, acc: 94.7207, loss_bbox: 0.1480, loss: 0.3952, grad_norm: 5.8131
2022-06-20 14:49:06,776 - mmdet - INFO - Epoch [1][3300/5863] lr: 2.376e-06, eta: 6:33:06, time: 0.345, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0552, loss_cls: 0.1598, acc: 94.6855, loss_bbox: 0.1773, loss: 0.4339, grad_norm: 6.0954
2022-06-20 14:49:23,685 - mmdet - INFO - Epoch [1][3350/5863] lr: 2.376e-06, eta: 6:32:35, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0484, loss_cls: 0.1439, acc: 95.5488, loss_bbox: 0.1321, loss: 0.3666, grad_norm: 5.0848
2022-06-20 14:49:40,662 - mmdet - INFO - Epoch [1][3400/5863] lr: 2.376e-06, eta: 6:32:05, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0672, loss_cls: 0.1487, acc: 95.4473, loss_bbox: 0.1397, loss: 0.4096, grad_norm: 5.9830
2022-06-20 14:49:57,520 - mmdet - INFO - Epoch [1][3450/5863] lr: 2.376e-06, eta: 6:31:34, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0665, loss_cls: 0.1794, acc: 93.9121, loss_bbox: 0.1842, loss: 0.4740, grad_norm: 6.9737
2022-06-20 14:50:14,526 - mmdet - INFO - Epoch [1][3500/5863] lr: 2.376e-06, eta: 6:31:06, time: 0.340, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0709, loss_cls: 0.1609, acc: 94.4961, loss_bbox: 0.1793, loss: 0.4570, grad_norm: 5.8645
2022-06-20 14:50:31,304 - mmdet - INFO - Epoch [1][3550/5863] lr: 2.376e-06, eta: 6:30:34, time: 0.336, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0682, loss_cls: 0.1423, acc: 95.0625, loss_bbox: 0.1691, loss: 0.4211, grad_norm: 6.0982
2022-06-20 14:50:48,183 - mmdet - INFO - Epoch [1][3600/5863] lr: 2.376e-06, eta: 6:30:04, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0656, loss_cls: 0.1490, acc: 94.8711, loss_bbox: 0.1640, loss: 0.4277, grad_norm: 6.1772
2022-06-20 14:51:05,056 - mmdet - INFO - Epoch [1][3650/5863] lr: 2.376e-06, eta: 6:29:34, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0764, loss_cls: 0.1996, acc: 93.8379, loss_bbox: 0.1921, loss: 0.5173, grad_norm: 6.9208
2022-06-20 14:51:22,057 - mmdet - INFO - Epoch [1][3700/5863] lr: 2.376e-06, eta: 6:29:08, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0777, loss_cls: 0.1517, acc: 94.8125, loss_bbox: 0.1696, loss: 0.4415, grad_norm: 5.7689
2022-06-20 14:51:39,034 - mmdet - INFO - Epoch [1][3750/5863] lr: 2.376e-06, eta: 6:28:41, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0584, loss_cls: 0.1311, acc: 95.5371, loss_bbox: 0.1707, loss: 0.3960, grad_norm: 5.0775
2022-06-20 14:51:56,046 - mmdet - INFO - Epoch [1][3800/5863] lr: 2.376e-06, eta: 6:28:14, time: 0.340, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0589, loss_cls: 0.1418, acc: 95.1523, loss_bbox: 0.1485, loss: 0.3843, grad_norm: 5.8345
2022-06-20 14:52:12,801 - mmdet - INFO - Epoch [1][3850/5863] lr: 2.376e-06, eta: 6:27:44, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0528, loss_cls: 0.1700, acc: 94.5742, loss_bbox: 0.1637, loss: 0.4297, grad_norm: 5.7753
2022-06-20 14:52:29,660 - mmdet - INFO - Epoch [1][3900/5863] lr: 2.376e-06, eta: 6:27:16, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0756, loss_cls: 0.1516, acc: 95.0137, loss_bbox: 0.1631, loss: 0.4342, grad_norm: 6.2352
2022-06-20 14:52:46,367 - mmdet - INFO - Epoch [1][3950/5863] lr: 2.376e-06, eta: 6:26:45, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0884, loss_cls: 0.1622, acc: 94.6875, loss_bbox: 0.1454, loss: 0.4461, grad_norm: 5.9559
2022-06-20 14:53:03,259 - mmdet - INFO - Epoch [1][4000/5863] lr: 2.376e-06, eta: 6:26:18, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.0702, loss_cls: 0.1314, acc: 95.8652, loss_bbox: 0.1506, loss: 0.4159, grad_norm: 5.7155
2022-06-20 14:53:20,058 - mmdet - INFO - Epoch [1][4050/5863] lr: 2.376e-06, eta: 6:25:50, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0776, loss_cls: 0.1383, acc: 95.1484, loss_bbox: 0.1552, loss: 0.4249, grad_norm: 6.0592
2022-06-20 14:53:36,978 - mmdet - INFO - Epoch [1][4100/5863] lr: 2.376e-06, eta: 6:25:24, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0683, loss_cls: 0.1537, acc: 94.6777, loss_bbox: 0.1410, loss: 0.4068, grad_norm: 6.3036
2022-06-20 14:53:53,878 - mmdet - INFO - Epoch [1][4150/5863] lr: 2.376e-06, eta: 6:24:57, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0479, loss_cls: 0.1410, acc: 95.2539, loss_bbox: 0.1713, loss: 0.3926, grad_norm: 6.5354
2022-06-20 14:54:10,640 - mmdet - INFO - Epoch [1][4200/5863] lr: 2.376e-06, eta: 6:24:29, time: 0.335, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0668, loss_cls: 0.1371, acc: 95.6621, loss_bbox: 0.1447, loss: 0.4022, grad_norm: 5.9593
2022-06-20 14:54:27,541 - mmdet - INFO - Epoch [1][4250/5863] lr: 2.376e-06, eta: 6:24:03, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0425, loss_cls: 0.1137, acc: 96.0938, loss_bbox: 0.1092, loss: 0.2888, grad_norm: 4.6858
2022-06-20 14:54:44,255 - mmdet - INFO - Epoch [1][4300/5863] lr: 2.376e-06, eta: 6:23:35, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0632, loss_cls: 0.1324, acc: 95.6348, loss_bbox: 0.1661, loss: 0.4109, grad_norm: 5.7054
2022-06-20 14:55:01,157 - mmdet - INFO - Epoch [1][4350/5863] lr: 2.376e-06, eta: 6:23:10, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0638, loss_cls: 0.1309, acc: 95.4590, loss_bbox: 0.1570, loss: 0.3828, grad_norm: 5.6889
2022-06-20 14:55:19,131 - mmdet - INFO - Epoch [1][4400/5863] lr: 2.376e-06, eta: 6:23:01, time: 0.359, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0952, loss_cls: 0.1591, acc: 94.3652, loss_bbox: 0.1673, loss: 0.4666, grad_norm: 6.7401
2022-06-20 14:55:35,915 - mmdet - INFO - Epoch [1][4450/5863] lr: 2.376e-06, eta: 6:22:34, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0758, loss_cls: 0.1587, acc: 94.8457, loss_bbox: 0.1455, loss: 0.4184, grad_norm: 7.3062
2022-06-20 14:55:52,683 - mmdet - INFO - Epoch [1][4500/5863] lr: 2.376e-06, eta: 6:22:07, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0618, loss_cls: 0.1761, acc: 94.4629, loss_bbox: 0.1442, loss: 0.4373, grad_norm: 6.1066
2022-06-20 14:56:09,640 - mmdet - INFO - Epoch [1][4550/5863] lr: 2.376e-06, eta: 6:21:43, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0549, loss_cls: 0.1385, acc: 95.1973, loss_bbox: 0.1488, loss: 0.3703, grad_norm: 5.7978
2022-06-20 14:56:26,530 - mmdet - INFO - Epoch [1][4600/5863] lr: 2.376e-06, eta: 6:21:18, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0571, loss_cls: 0.1468, acc: 94.8906, loss_bbox: 0.1448, loss: 0.3963, grad_norm: 6.2831
2022-06-20 14:56:43,391 - mmdet - INFO - Epoch [1][4650/5863] lr: 2.376e-06, eta: 6:20:53, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0454, loss_cls: 0.1526, acc: 94.8145, loss_bbox: 0.1649, loss: 0.3905, grad_norm: 6.1616
2022-06-20 14:57:00,248 - mmdet - INFO - Epoch [1][4700/5863] lr: 2.376e-06, eta: 6:20:28, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0733, loss_cls: 0.1477, acc: 94.6875, loss_bbox: 0.1655, loss: 0.4223, grad_norm: 5.9436
2022-06-20 14:57:16,907 - mmdet - INFO - Epoch [1][4750/5863] lr: 2.376e-06, eta: 6:20:01, time: 0.333, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0579, loss_cls: 0.1300, acc: 95.6094, loss_bbox: 0.1355, loss: 0.3549, grad_norm: 5.7845
2022-06-20 14:57:34,766 - mmdet - INFO - Epoch [1][4800/5863] lr: 2.376e-06, eta: 6:19:50, time: 0.357, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0879, loss_cls: 0.1562, acc: 94.2520, loss_bbox: 0.1877, loss: 0.4736, grad_norm: 6.6986
2022-06-20 14:57:51,649 - mmdet - INFO - Epoch [1][4850/5863] lr: 2.376e-06, eta: 6:19:26, time: 0.338, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0528, loss_cls: 0.1494, acc: 94.5430, loss_bbox: 0.1502, loss: 0.3874, grad_norm: 6.2590
2022-06-20 14:58:08,669 - mmdet - INFO - Epoch [1][4900/5863] lr: 2.376e-06, eta: 6:19:04, time: 0.340, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0603, loss_cls: 0.1501, acc: 94.7773, loss_bbox: 0.1513, loss: 0.4040, grad_norm: 6.1515
2022-06-20 14:58:25,563 - mmdet - INFO - Epoch [1][4950/5863] lr: 2.376e-06, eta: 6:18:40, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0657, loss_cls: 0.1538, acc: 94.5664, loss_bbox: 0.1632, loss: 0.4251, grad_norm: 6.2542
2022-06-20 14:58:42,431 - mmdet - INFO - Epoch [1][5000/5863] lr: 2.376e-06, eta: 6:18:16, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0634, loss_cls: 0.1213, acc: 95.5508, loss_bbox: 0.1239, loss: 0.3423, grad_norm: 5.3863
2022-06-20 14:58:59,315 - mmdet - INFO - Epoch [1][5050/5863] lr: 2.376e-06, eta: 6:17:53, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0772, loss_cls: 0.1197, acc: 95.6270, loss_bbox: 0.1580, loss: 0.3887, grad_norm: 5.8991
2022-06-20 14:59:16,144 - mmdet - INFO - Epoch [1][5100/5863] lr: 2.376e-06, eta: 6:17:29, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0536, loss_cls: 0.1205, acc: 95.7031, loss_bbox: 0.1239, loss: 0.3255, grad_norm: 5.1750
2022-06-20 14:59:32,806 - mmdet - INFO - Epoch [1][5150/5863] lr: 2.376e-06, eta: 6:17:02, time: 0.333, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0444, loss_cls: 0.1317, acc: 95.2578, loss_bbox: 0.1330, loss: 0.3440, grad_norm: 5.4879
2022-06-20 14:59:49,559 - mmdet - INFO - Epoch [1][5200/5863] lr: 2.376e-06, eta: 6:16:38, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0442, loss_cls: 0.1295, acc: 95.5312, loss_bbox: 0.1378, loss: 0.3491, grad_norm: 5.8536
2022-06-20 15:00:06,767 - mmdet - INFO - Epoch [1][5250/5863] lr: 2.376e-06, eta: 6:16:19, time: 0.344, data_time: 0.008, memory: 12744, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0587, loss_cls: 0.1333, acc: 95.5859, loss_bbox: 0.1278, loss: 0.3568, grad_norm: 5.4552
2022-06-20 15:00:23,586 - mmdet - INFO - Epoch [1][5300/5863] lr: 2.376e-06, eta: 6:15:55, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0536, loss_cls: 0.1359, acc: 95.1367, loss_bbox: 0.1193, loss: 0.3563, grad_norm: 5.6971
2022-06-20 15:00:40,569 - mmdet - INFO - Epoch [1][5350/5863] lr: 2.376e-06, eta: 6:15:33, time: 0.340, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0611, loss_cls: 0.1596, acc: 94.6074, loss_bbox: 0.1645, loss: 0.4291, grad_norm: 6.3374
2022-06-20 15:00:57,278 - mmdet - INFO - Epoch [1][5400/5863] lr: 2.376e-06, eta: 6:15:08, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0483, loss_cls: 0.1545, acc: 94.3926, loss_bbox: 0.1546, loss: 0.3875, grad_norm: 7.2205
2022-06-20 15:01:14,092 - mmdet - INFO - Epoch [1][5450/5863] lr: 2.376e-06, eta: 6:14:45, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0586, loss_cls: 0.1581, acc: 94.5000, loss_bbox: 0.1484, loss: 0.4048, grad_norm: 7.0710
2022-06-20 15:01:31,059 - mmdet - INFO - Epoch [1][5500/5863] lr: 2.376e-06, eta: 6:14:24, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0660, loss_cls: 0.1388, acc: 95.3398, loss_bbox: 0.1553, loss: 0.4018, grad_norm: 6.1106
2022-06-20 15:01:47,929 - mmdet - INFO - Epoch [1][5550/5863] lr: 2.376e-06, eta: 6:14:01, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0657, loss_cls: 0.1433, acc: 95.2188, loss_bbox: 0.1326, loss: 0.3761, grad_norm: 6.2351
2022-06-20 15:02:04,764 - mmdet - INFO - Epoch [1][5600/5863] lr: 2.376e-06, eta: 6:13:38, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0701, loss_cls: 0.1386, acc: 95.0000, loss_bbox: 0.1539, loss: 0.3967, grad_norm: 6.4602
2022-06-20 15:02:21,549 - mmdet - INFO - Epoch [1][5650/5863] lr: 2.376e-06, eta: 6:13:15, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0511, loss_cls: 0.1405, acc: 94.9531, loss_bbox: 0.1415, loss: 0.3594, grad_norm: 5.6315
2022-06-20 15:02:42,209 - mmdet - INFO - Epoch [1][5700/5863] lr: 2.376e-06, eta: 6:13:36, time: 0.413, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0548, loss_cls: 0.1364, acc: 95.2500, loss_bbox: 0.1439, loss: 0.3670, grad_norm: 5.9611
2022-06-20 15:02:59,124 - mmdet - INFO - Epoch [1][5750/5863] lr: 2.376e-06, eta: 6:13:13, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0467, loss_cls: 0.1247, acc: 95.5703, loss_bbox: 0.1198, loss: 0.3134, grad_norm: 5.2846
2022-06-20 15:03:15,837 - mmdet - INFO - Epoch [1][5800/5863] lr: 2.376e-06, eta: 6:12:49, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0375, loss_cls: 0.1325, acc: 95.4980, loss_bbox: 0.1585, loss: 0.3526, grad_norm: 6.0413
2022-06-20 15:03:32,670 - mmdet - INFO - Epoch [1][5850/5863] lr: 2.376e-06, eta: 6:12:26, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0589, loss_cls: 0.1408, acc: 94.9355, loss_bbox: 0.1378, loss: 0.3699, grad_norm: 5.8068
2022-06-20 15:03:37,586 - mmdet - INFO - Saving checkpoint at 1 epochs
2022-06-20 15:04:23,924 - mmdet - INFO - Epoch [2][50/5863] lr: 2.376e-06, eta: 6:16:07, time: 0.881, data_time: 0.552, memory: 12744, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0579, loss_cls: 0.1311, acc: 95.4277, loss_bbox: 0.1342, loss: 0.3697, grad_norm: 5.4993
2022-06-20 15:04:40,724 - mmdet - INFO - Epoch [2][100/5863] lr: 2.376e-06, eta: 6:15:42, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0746, loss_cls: 0.1395, acc: 94.8418, loss_bbox: 0.1655, loss: 0.4137, grad_norm: 6.0053
2022-06-20 15:04:58,014 - mmdet - INFO - Epoch [2][150/5863] lr: 2.376e-06, eta: 6:15:22, time: 0.346, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0523, loss_cls: 0.1309, acc: 95.1582, loss_bbox: 0.1221, loss: 0.3327, grad_norm: 5.9142
2022-06-20 15:05:14,848 - mmdet - INFO - Epoch [2][200/5863] lr: 2.376e-06, eta: 6:14:57, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0485, loss_cls: 0.1533, acc: 95.0527, loss_bbox: 0.1601, loss: 0.3865, grad_norm: 6.1526
2022-06-20 15:05:31,531 - mmdet - INFO - Epoch [2][250/5863] lr: 2.376e-06, eta: 6:14:31, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0548, loss_cls: 0.1436, acc: 94.7930, loss_bbox: 0.1740, loss: 0.4018, grad_norm: 6.1870
2022-06-20 15:05:48,265 - mmdet - INFO - Epoch [2][300/5863] lr: 2.376e-06, eta: 6:14:06, time: 0.335, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0468, loss_cls: 0.1426, acc: 94.9043, loss_bbox: 0.1521, loss: 0.3639, grad_norm: 5.9371
2022-06-20 15:06:04,993 - mmdet - INFO - Epoch [2][350/5863] lr: 2.376e-06, eta: 6:13:41, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0579, loss_cls: 0.1495, acc: 94.5586, loss_bbox: 0.1586, loss: 0.3975, grad_norm: 6.4028
2022-06-20 15:06:21,790 - mmdet - INFO - Epoch [2][400/5863] lr: 2.376e-06, eta: 6:13:16, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0540, loss_cls: 0.1346, acc: 95.0879, loss_bbox: 0.1490, loss: 0.3720, grad_norm: 6.0404
2022-06-20 15:06:38,612 - mmdet - INFO - Epoch [2][450/5863] lr: 2.376e-06, eta: 6:12:52, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0444, loss_cls: 0.1204, acc: 95.6934, loss_bbox: 0.1664, loss: 0.3564, grad_norm: 5.3602
2022-06-20 15:06:55,437 - mmdet - INFO - Epoch [2][500/5863] lr: 2.376e-06, eta: 6:12:28, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0565, loss_cls: 0.1376, acc: 95.1270, loss_bbox: 0.1495, loss: 0.3697, grad_norm: 5.6520
2022-06-20 15:07:12,397 - mmdet - INFO - Epoch [2][550/5863] lr: 2.376e-06, eta: 6:12:06, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0607, loss_cls: 0.1206, acc: 95.6797, loss_bbox: 0.1332, loss: 0.3395, grad_norm: 5.3948
2022-06-20 15:07:29,155 - mmdet - INFO - Epoch [2][600/5863] lr: 2.376e-06, eta: 6:11:41, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0501, loss_cls: 0.1240, acc: 95.7500, loss_bbox: 0.1448, loss: 0.3465, grad_norm: 5.8433
2022-06-20 15:07:47,199 - mmdet - INFO - Epoch [2][650/5863] lr: 2.376e-06, eta: 6:11:30, time: 0.361, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0615, loss_cls: 0.1443, acc: 94.7227, loss_bbox: 0.1524, loss: 0.3864, grad_norm: 6.5670
2022-06-20 15:08:03,904 - mmdet - INFO - Epoch [2][700/5863] lr: 2.376e-06, eta: 6:11:05, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0474, loss_cls: 0.1222, acc: 95.8965, loss_bbox: 0.1268, loss: 0.3220, grad_norm: 5.2073
2022-06-20 15:08:20,691 - mmdet - INFO - Epoch [2][750/5863] lr: 2.376e-06, eta: 6:10:41, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0466, loss_cls: 0.1460, acc: 94.9297, loss_bbox: 0.1434, loss: 0.3589, grad_norm: 5.9520
2022-06-20 15:08:37,545 - mmdet - INFO - Epoch [2][800/5863] lr: 2.376e-06, eta: 6:10:18, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0542, loss_cls: 0.1379, acc: 94.9238, loss_bbox: 0.1350, loss: 0.3617, grad_norm: 6.3171
2022-06-20 15:08:54,300 - mmdet - INFO - Epoch [2][850/5863] lr: 2.376e-06, eta: 6:09:54, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0438, loss_cls: 0.1180, acc: 95.5059, loss_bbox: 0.1258, loss: 0.3087, grad_norm: 5.7901
2022-06-20 15:09:11,179 - mmdet - INFO - Epoch [2][900/5863] lr: 2.376e-06, eta: 6:09:31, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0478, loss_cls: 0.1387, acc: 94.8887, loss_bbox: 0.1553, loss: 0.3661, grad_norm: 6.1231
2022-06-20 15:09:27,944 - mmdet - INFO - Epoch [2][950/5863] lr: 2.376e-06, eta: 6:09:08, time: 0.335, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0407, loss_cls: 0.1303, acc: 95.1484, loss_bbox: 0.1378, loss: 0.3361, grad_norm: 5.8047
2022-06-20 15:09:44,756 - mmdet - INFO - Epoch [2][1000/5863] lr: 2.376e-06, eta: 6:08:45, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0371, loss_cls: 0.1171, acc: 95.7617, loss_bbox: 0.1226, loss: 0.3123, grad_norm: 5.1141
2022-06-20 15:10:02,106 - mmdet - INFO - Epoch [2][1050/5863] lr: 2.376e-06, eta: 6:08:26, time: 0.347, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0542, loss_cls: 0.1160, acc: 95.7559, loss_bbox: 0.1348, loss: 0.3318, grad_norm: 5.1180
2022-06-20 15:10:18,856 - mmdet - INFO - Epoch [2][1100/5863] lr: 2.376e-06, eta: 6:08:03, time: 0.335, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0713, loss_cls: 0.1282, acc: 95.1895, loss_bbox: 0.1330, loss: 0.3645, grad_norm: 6.4996
2022-06-20 15:10:35,584 - mmdet - INFO - Epoch [2][1150/5863] lr: 2.376e-06, eta: 6:07:39, time: 0.335, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0397, loss_cls: 0.1242, acc: 95.2969, loss_bbox: 0.1195, loss: 0.3029, grad_norm: 5.3545
2022-06-20 15:10:52,369 - mmdet - INFO - Epoch [2][1200/5863] lr: 2.376e-06, eta: 6:07:16, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0649, loss_cls: 0.1042, acc: 96.3125, loss_bbox: 0.1214, loss: 0.3185, grad_norm: 4.8557
2022-06-20 15:11:09,595 - mmdet - INFO - Epoch [2][1250/5863] lr: 2.376e-06, eta: 6:06:57, time: 0.345, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0410, loss_cls: 0.1091, acc: 96.0820, loss_bbox: 0.0897, loss: 0.2659, grad_norm: 4.7017
2022-06-20 15:11:26,291 - mmdet - INFO - Epoch [2][1300/5863] lr: 2.376e-06, eta: 6:06:34, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0483, loss_cls: 0.1159, acc: 95.7129, loss_bbox: 0.1411, loss: 0.3333, grad_norm: 5.7925
2022-06-20 15:11:43,175 - mmdet - INFO - Epoch [2][1350/5863] lr: 2.376e-06, eta: 6:06:12, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0447, loss_cls: 0.1275, acc: 95.9551, loss_bbox: 0.1408, loss: 0.3445, grad_norm: 5.5994
2022-06-20 15:12:00,095 - mmdet - INFO - Epoch [2][1400/5863] lr: 2.376e-06, eta: 6:05:50, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0621, loss_cls: 0.1251, acc: 95.5430, loss_bbox: 0.1379, loss: 0.3508, grad_norm: 5.6560
2022-06-20 15:12:16,950 - mmdet - INFO - Epoch [2][1450/5863] lr: 2.376e-06, eta: 6:05:28, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0357, loss_cls: 0.1175, acc: 95.7383, loss_bbox: 0.1473, loss: 0.3251, grad_norm: 5.3299
2022-06-20 15:12:33,892 - mmdet - INFO - Epoch [2][1500/5863] lr: 2.376e-06, eta: 6:05:07, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0590, loss_cls: 0.1162, acc: 95.8398, loss_bbox: 0.1058, loss: 0.3073, grad_norm: 6.0736
2022-06-20 15:12:51,367 - mmdet - INFO - Epoch [2][1550/5863] lr: 2.376e-06, eta: 6:04:50, time: 0.350, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0453, loss_cls: 0.1337, acc: 95.1895, loss_bbox: 0.1640, loss: 0.3683, grad_norm: 5.7248
2022-06-20 15:13:08,346 - mmdet - INFO - Epoch [2][1600/5863] lr: 2.376e-06, eta: 6:04:29, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0510, loss_cls: 0.1371, acc: 95.1387, loss_bbox: 0.1510, loss: 0.3666, grad_norm: 6.1658
2022-06-20 15:13:25,168 - mmdet - INFO - Epoch [2][1650/5863] lr: 2.376e-06, eta: 6:04:07, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0653, loss_cls: 0.1455, acc: 94.9199, loss_bbox: 0.1375, loss: 0.3712, grad_norm: 6.4625
2022-06-20 15:13:42,000 - mmdet - INFO - Epoch [2][1700/5863] lr: 2.376e-06, eta: 6:03:45, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0455, loss_cls: 0.1160, acc: 95.8262, loss_bbox: 0.1137, loss: 0.3061, grad_norm: 5.1240
2022-06-20 15:14:00,126 - mmdet - INFO - Epoch [2][1750/5863] lr: 2.376e-06, eta: 6:03:34, time: 0.363, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0355, loss_cls: 0.1114, acc: 95.8613, loss_bbox: 0.1255, loss: 0.2904, grad_norm: 4.6929
2022-06-20 15:14:19,766 - mmdet - INFO - Epoch [2][1800/5863] lr: 2.376e-06, eta: 6:03:35, time: 0.393, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0610, loss_cls: 0.1298, acc: 95.3438, loss_bbox: 0.1434, loss: 0.3647, grad_norm: 6.2369
2022-06-20 15:14:36,917 - mmdet - INFO - Epoch [2][1850/5863] lr: 2.376e-06, eta: 6:03:16, time: 0.343, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0629, loss_cls: 0.1210, acc: 95.4062, loss_bbox: 0.1568, loss: 0.3672, grad_norm: 5.8592
2022-06-20 15:14:53,835 - mmdet - INFO - Epoch [2][1900/5863] lr: 2.376e-06, eta: 6:02:54, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0554, loss_cls: 0.1050, acc: 96.2559, loss_bbox: 0.0950, loss: 0.2793, grad_norm: 4.9021
2022-06-20 15:15:10,612 - mmdet - INFO - Epoch [2][1950/5863] lr: 2.376e-06, eta: 6:02:32, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0370, loss_cls: 0.1197, acc: 95.7305, loss_bbox: 0.1457, loss: 0.3252, grad_norm: 5.8234
2022-06-20 15:15:27,460 - mmdet - INFO - Epoch [2][2000/5863] lr: 2.376e-06, eta: 6:02:10, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0501, loss_cls: 0.1308, acc: 95.3926, loss_bbox: 0.1439, loss: 0.3519, grad_norm: 5.5785
2022-06-20 15:15:44,250 - mmdet - INFO - Epoch [2][2050/5863] lr: 2.376e-06, eta: 6:01:48, time: 0.336, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0596, loss_cls: 0.1386, acc: 95.1152, loss_bbox: 0.1341, loss: 0.3618, grad_norm: 6.4209
2022-06-20 15:16:01,166 - mmdet - INFO - Epoch [2][2100/5863] lr: 2.376e-06, eta: 6:01:27, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0747, loss_cls: 0.1351, acc: 94.8477, loss_bbox: 0.1754, loss: 0.4243, grad_norm: 7.1595
2022-06-20 15:16:17,990 - mmdet - INFO - Epoch [2][2150/5863] lr: 2.376e-06, eta: 6:01:05, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0410, loss_cls: 0.1306, acc: 95.9512, loss_bbox: 0.1190, loss: 0.3106, grad_norm: 5.8350
2022-06-20 15:16:34,824 - mmdet - INFO - Epoch [2][2200/5863] lr: 2.376e-06, eta: 6:00:44, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0571, loss_cls: 0.1298, acc: 95.3945, loss_bbox: 0.1621, loss: 0.3770, grad_norm: 6.2553
2022-06-20 15:16:51,569 - mmdet - INFO - Epoch [2][2250/5863] lr: 2.376e-06, eta: 6:00:22, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0694, loss_cls: 0.1183, acc: 95.6133, loss_bbox: 0.1323, loss: 0.3467, grad_norm: 5.6612
2022-06-20 15:17:08,445 - mmdet - INFO - Epoch [2][2300/5863] lr: 2.376e-06, eta: 6:00:01, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0411, loss_cls: 0.1115, acc: 96.0234, loss_bbox: 0.1251, loss: 0.3101, grad_norm: 5.1606
2022-06-20 15:17:25,235 - mmdet - INFO - Epoch [2][2350/5863] lr: 2.376e-06, eta: 5:59:39, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0394, loss_cls: 0.1418, acc: 95.1191, loss_bbox: 0.1239, loss: 0.3294, grad_norm: 5.2609
2022-06-20 15:17:42,044 - mmdet - INFO - Epoch [2][2400/5863] lr: 2.376e-06, eta: 5:59:17, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0613, loss_cls: 0.1143, acc: 95.6367, loss_bbox: 0.1228, loss: 0.3227, grad_norm: 5.1892
2022-06-20 15:17:58,607 - mmdet - INFO - Epoch [2][2450/5863] lr: 2.376e-06, eta: 5:58:54, time: 0.331, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0404, loss_cls: 0.1343, acc: 95.4824, loss_bbox: 0.1159, loss: 0.3170, grad_norm: 5.4861
2022-06-20 15:18:15,772 - mmdet - INFO - Epoch [2][2500/5863] lr: 2.376e-06, eta: 5:58:35, time: 0.343, data_time: 0.007, memory: 12744, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0614, loss_cls: 0.1530, acc: 94.2656, loss_bbox: 0.1519, loss: 0.3975, grad_norm: 6.1410
2022-06-20 15:18:32,444 - mmdet - INFO - Epoch [2][2550/5863] lr: 2.376e-06, eta: 5:58:13, time: 0.333, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0535, loss_cls: 0.1373, acc: 94.8496, loss_bbox: 0.1345, loss: 0.3496, grad_norm: 6.0022
2022-06-20 15:18:49,439 - mmdet - INFO - Epoch [2][2600/5863] lr: 2.376e-06, eta: 5:57:53, time: 0.340, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0430, loss_cls: 0.1227, acc: 95.6172, loss_bbox: 0.1358, loss: 0.3225, grad_norm: 5.9875
2022-06-20 15:19:06,204 - mmdet - INFO - Epoch [2][2650/5863] lr: 2.376e-06, eta: 5:57:31, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0546, loss_cls: 0.1211, acc: 95.4551, loss_bbox: 0.1354, loss: 0.3327, grad_norm: 5.7880
2022-06-20 15:19:22,981 - mmdet - INFO - Epoch [2][2700/5863] lr: 2.376e-06, eta: 5:57:10, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0468, loss_cls: 0.1080, acc: 95.9961, loss_bbox: 0.1237, loss: 0.3004, grad_norm: 5.3259
2022-06-20 15:19:39,744 - mmdet - INFO - Epoch [2][2750/5863] lr: 2.376e-06, eta: 5:56:48, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0516, loss_cls: 0.1303, acc: 95.5469, loss_bbox: 0.1450, loss: 0.3539, grad_norm: 5.7995
2022-06-20 15:19:56,944 - mmdet - INFO - Epoch [2][2800/5863] lr: 2.376e-06, eta: 5:56:30, time: 0.344, data_time: 0.007, memory: 12744, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0391, loss_cls: 0.1000, acc: 96.3379, loss_bbox: 0.1146, loss: 0.2688, grad_norm: 4.6847
2022-06-20 15:20:13,623 - mmdet - INFO - Epoch [2][2850/5863] lr: 2.376e-06, eta: 5:56:08, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0509, loss_cls: 0.1147, acc: 95.7461, loss_bbox: 0.1167, loss: 0.3075, grad_norm: 5.2483
2022-06-20 15:20:30,524 - mmdet - INFO - Epoch [2][2900/5863] lr: 2.376e-06, eta: 5:55:48, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0521, loss_cls: 0.1384, acc: 95.4551, loss_bbox: 0.1221, loss: 0.3452, grad_norm: 6.1487
2022-06-20 15:20:47,269 - mmdet - INFO - Epoch [2][2950/5863] lr: 2.376e-06, eta: 5:55:26, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0550, loss_cls: 0.1319, acc: 95.3516, loss_bbox: 0.1513, loss: 0.3687, grad_norm: 6.2100
2022-06-20 15:21:04,227 - mmdet - INFO - Epoch [2][3000/5863] lr: 2.376e-06, eta: 5:55:06, time: 0.339, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0546, loss_cls: 0.1229, acc: 95.5547, loss_bbox: 0.1566, loss: 0.3520, grad_norm: 5.8547
2022-06-20 15:21:20,949 - mmdet - INFO - Epoch [2][3050/5863] lr: 2.376e-06, eta: 5:54:45, time: 0.334, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0546, loss_cls: 0.1085, acc: 95.9590, loss_bbox: 0.1268, loss: 0.3160, grad_norm: 5.7129
2022-06-20 15:21:37,796 - mmdet - INFO - Epoch [2][3100/5863] lr: 2.376e-06, eta: 5:54:24, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0515, loss_cls: 0.1135, acc: 95.9629, loss_bbox: 0.1257, loss: 0.3145, grad_norm: 6.4438
2022-06-20 15:21:54,551 - mmdet - INFO - Epoch [2][3150/5863] lr: 2.376e-06, eta: 5:54:03, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0700, loss_cls: 0.1049, acc: 96.0508, loss_bbox: 0.1261, loss: 0.3284, grad_norm: 6.0635
2022-06-20 15:22:11,402 - mmdet - INFO - Epoch [2][3200/5863] lr: 2.376e-06, eta: 5:53:43, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0470, loss_cls: 0.1084, acc: 95.9863, loss_bbox: 0.1256, loss: 0.3117, grad_norm: 5.2358
2022-06-20 15:22:28,178 - mmdet - INFO - Epoch [2][3250/5863] lr: 2.376e-06, eta: 5:53:22, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0567, loss_cls: 0.1260, acc: 94.9668, loss_bbox: 0.1480, loss: 0.3507, grad_norm: 5.7624
2022-06-20 15:22:45,090 - mmdet - INFO - Epoch [2][3300/5863] lr: 2.376e-06, eta: 5:53:02, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0480, loss_cls: 0.1133, acc: 95.8477, loss_bbox: 0.1105, loss: 0.2981, grad_norm: 5.1383
2022-06-20 15:23:01,920 - mmdet - INFO - Epoch [2][3350/5863] lr: 2.376e-06, eta: 5:52:41, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0342, loss_cls: 0.1076, acc: 96.1582, loss_bbox: 0.1109, loss: 0.2707, grad_norm: 5.0004
2022-06-20 15:23:18,636 - mmdet - INFO - Epoch [2][3400/5863] lr: 2.376e-06, eta: 5:52:20, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0516, loss_cls: 0.1196, acc: 95.7383, loss_bbox: 0.1295, loss: 0.3352, grad_norm: 5.8214
2022-06-20 15:23:35,339 - mmdet - INFO - Epoch [2][3450/5863] lr: 2.376e-06, eta: 5:51:59, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0603, loss_cls: 0.1209, acc: 95.6953, loss_bbox: 0.1127, loss: 0.3248, grad_norm: 5.8319
2022-06-20 15:23:52,409 - mmdet - INFO - Epoch [2][3500/5863] lr: 2.376e-06, eta: 5:51:40, time: 0.341, data_time: 0.007, memory: 12744, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0462, loss_cls: 0.1120, acc: 95.9316, loss_bbox: 0.1240, loss: 0.3068, grad_norm: 5.9828
2022-06-20 15:24:09,275 - mmdet - INFO - Epoch [2][3550/5863] lr: 2.376e-06, eta: 5:51:20, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0545, loss_cls: 0.1133, acc: 95.8145, loss_bbox: 0.1156, loss: 0.3039, grad_norm: 5.4883
2022-06-20 15:24:26,144 - mmdet - INFO - Epoch [2][3600/5863] lr: 2.376e-06, eta: 5:51:00, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0504, loss_cls: 0.1360, acc: 95.3184, loss_bbox: 0.1289, loss: 0.3361, grad_norm: 5.6086
2022-06-20 15:24:42,919 - mmdet - INFO - Epoch [2][3650/5863] lr: 2.376e-06, eta: 5:50:39, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0593, loss_cls: 0.1055, acc: 96.2539, loss_bbox: 0.0938, loss: 0.2914, grad_norm: 5.5874
2022-06-20 15:24:59,646 - mmdet - INFO - Epoch [2][3700/5863] lr: 2.376e-06, eta: 5:50:19, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0554, loss_cls: 0.1123, acc: 95.8398, loss_bbox: 0.1268, loss: 0.3162, grad_norm: 5.8139
2022-06-20 15:25:16,245 - mmdet - INFO - Epoch [2][3750/5863] lr: 2.376e-06, eta: 5:49:57, time: 0.332, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0363, loss_cls: 0.1115, acc: 95.8105, loss_bbox: 0.1053, loss: 0.2719, grad_norm: 5.1156
2022-06-20 15:25:32,961 - mmdet - INFO - Epoch [2][3800/5863] lr: 2.376e-06, eta: 5:49:36, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0457, loss_cls: 0.1304, acc: 95.6074, loss_bbox: 0.1239, loss: 0.3333, grad_norm: 6.7924
2022-06-20 15:25:49,827 - mmdet - INFO - Epoch [2][3850/5863] lr: 2.376e-06, eta: 5:49:16, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0582, loss_cls: 0.1409, acc: 95.0254, loss_bbox: 0.1351, loss: 0.3605, grad_norm: 5.7561
2022-06-20 15:26:06,519 - mmdet - INFO - Epoch [2][3900/5863] lr: 2.376e-06, eta: 5:48:55, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0405, loss_cls: 0.0987, acc: 96.4453, loss_bbox: 0.1066, loss: 0.2646, grad_norm: 4.8014
2022-06-20 15:26:23,328 - mmdet - INFO - Epoch [2][3950/5863] lr: 2.376e-06, eta: 5:48:35, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0363, loss_cls: 0.1070, acc: 96.1113, loss_bbox: 0.1068, loss: 0.2665, grad_norm: 5.0921
2022-06-20 15:26:40,016 - mmdet - INFO - Epoch [2][4000/5863] lr: 2.376e-06, eta: 5:48:14, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0536, loss_cls: 0.1140, acc: 95.7051, loss_bbox: 0.1264, loss: 0.3201, grad_norm: 5.7837
2022-06-20 15:26:56,926 - mmdet - INFO - Epoch [2][4050/5863] lr: 2.376e-06, eta: 5:47:55, time: 0.338, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0360, loss_cls: 0.1218, acc: 95.7422, loss_bbox: 0.1154, loss: 0.2925, grad_norm: 6.4751
2022-06-20 15:27:13,690 - mmdet - INFO - Epoch [2][4100/5863] lr: 2.376e-06, eta: 5:47:34, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0490, loss_cls: 0.1269, acc: 95.4805, loss_bbox: 0.1294, loss: 0.3278, grad_norm: 5.6975
2022-06-20 15:27:30,803 - mmdet - INFO - Epoch [2][4150/5863] lr: 2.376e-06, eta: 5:47:16, time: 0.342, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0513, loss_cls: 0.1277, acc: 95.1465, loss_bbox: 0.1272, loss: 0.3329, grad_norm: 5.9816
2022-06-20 15:27:47,597 - mmdet - INFO - Epoch [2][4200/5863] lr: 2.376e-06, eta: 5:46:56, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0465, loss_cls: 0.1270, acc: 95.6914, loss_bbox: 0.1055, loss: 0.2989, grad_norm: 5.0679
2022-06-20 15:28:04,544 - mmdet - INFO - Epoch [2][4250/5863] lr: 2.376e-06, eta: 5:46:37, time: 0.339, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0537, loss_cls: 0.1147, acc: 95.7949, loss_bbox: 0.1081, loss: 0.2979, grad_norm: 5.2870
2022-06-20 15:28:21,279 - mmdet - INFO - Epoch [2][4300/5863] lr: 2.376e-06, eta: 5:46:17, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0505, loss_cls: 0.1019, acc: 96.1582, loss_bbox: 0.1060, loss: 0.2822, grad_norm: 5.4014
2022-06-20 15:28:37,920 - mmdet - INFO - Epoch [2][4350/5863] lr: 2.376e-06, eta: 5:45:56, time: 0.333, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0424, loss_cls: 0.1055, acc: 96.1660, loss_bbox: 0.1022, loss: 0.2702, grad_norm: 4.7314
2022-06-20 15:28:54,616 - mmdet - INFO - Epoch [2][4400/5863] lr: 2.376e-06, eta: 5:45:35, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0708, loss_cls: 0.1074, acc: 96.1504, loss_bbox: 0.1292, loss: 0.3407, grad_norm: 5.4002
2022-06-20 15:29:11,487 - mmdet - INFO - Epoch [2][4450/5863] lr: 2.376e-06, eta: 5:45:16, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0406, loss_cls: 0.1089, acc: 96.0020, loss_bbox: 0.1349, loss: 0.3041, grad_norm: 5.7908
2022-06-20 15:29:30,632 - mmdet - INFO - Epoch [2][4500/5863] lr: 2.376e-06, eta: 5:45:09, time: 0.383, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0618, loss_cls: 0.1347, acc: 94.9160, loss_bbox: 0.1381, loss: 0.3528, grad_norm: 6.2863
2022-06-20 15:29:47,540 - mmdet - INFO - Epoch [2][4550/5863] lr: 2.376e-06, eta: 5:44:50, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0704, loss_cls: 0.1296, acc: 95.1738, loss_bbox: 0.1681, loss: 0.4002, grad_norm: 5.9280
2022-06-20 15:30:04,321 - mmdet - INFO - Epoch [2][4600/5863] lr: 2.376e-06, eta: 5:44:30, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0335, loss_cls: 0.1033, acc: 96.1465, loss_bbox: 0.1236, loss: 0.2770, grad_norm: 5.4287
2022-06-20 15:30:21,213 - mmdet - INFO - Epoch [2][4650/5863] lr: 2.376e-06, eta: 5:44:11, time: 0.338, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0456, loss_cls: 0.1116, acc: 95.9492, loss_bbox: 0.1160, loss: 0.3007, grad_norm: 4.8494
2022-06-20 15:30:38,005 - mmdet - INFO - Epoch [2][4700/5863] lr: 2.376e-06, eta: 5:43:51, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0635, loss_cls: 0.1339, acc: 95.4629, loss_bbox: 0.1121, loss: 0.3378, grad_norm: 6.0235
2022-06-20 15:30:54,839 - mmdet - INFO - Epoch [2][4750/5863] lr: 2.376e-06, eta: 5:43:31, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0484, loss_cls: 0.1187, acc: 95.7148, loss_bbox: 0.1211, loss: 0.3162, grad_norm: 5.9488
2022-06-20 15:31:11,544 - mmdet - INFO - Epoch [2][4800/5863] lr: 2.376e-06, eta: 5:43:11, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0419, loss_cls: 0.1018, acc: 96.1289, loss_bbox: 0.1249, loss: 0.2909, grad_norm: 4.9387
2022-06-20 15:31:29,819 - mmdet - INFO - Epoch [2][4850/5863] lr: 2.376e-06, eta: 5:43:00, time: 0.365, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0733, loss_cls: 0.1194, acc: 95.5098, loss_bbox: 0.1207, loss: 0.3360, grad_norm: 5.7549
2022-06-20 15:31:46,532 - mmdet - INFO - Epoch [2][4900/5863] lr: 2.376e-06, eta: 5:42:39, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0538, loss_cls: 0.1060, acc: 96.3184, loss_bbox: 0.0991, loss: 0.2782, grad_norm: 4.5169
2022-06-20 15:32:03,250 - mmdet - INFO - Epoch [2][4950/5863] lr: 2.376e-06, eta: 5:42:19, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0598, loss_cls: 0.1195, acc: 95.4375, loss_bbox: 0.1213, loss: 0.3352, grad_norm: 6.1724
2022-06-20 15:32:19,976 - mmdet - INFO - Epoch [2][5000/5863] lr: 2.376e-06, eta: 5:41:59, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0629, loss_cls: 0.1354, acc: 95.0273, loss_bbox: 0.1161, loss: 0.3387, grad_norm: 5.8975
2022-06-20 15:32:37,006 - mmdet - INFO - Epoch [2][5050/5863] lr: 2.376e-06, eta: 5:41:41, time: 0.341, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0489, loss_cls: 0.1135, acc: 95.6582, loss_bbox: 0.1093, loss: 0.2937, grad_norm: 5.9925
2022-06-20 15:32:53,689 - mmdet - INFO - Epoch [2][5100/5863] lr: 2.376e-06, eta: 5:41:20, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0461, loss_cls: 0.1093, acc: 96.2148, loss_bbox: 0.1250, loss: 0.2975, grad_norm: 5.4955
2022-06-20 15:33:10,371 - mmdet - INFO - Epoch [2][5150/5863] lr: 2.376e-06, eta: 5:41:00, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0464, loss_cls: 0.1016, acc: 96.4102, loss_bbox: 0.0901, loss: 0.2616, grad_norm: 5.1477
2022-06-20 15:33:27,064 - mmdet - INFO - Epoch [2][5200/5863] lr: 2.376e-06, eta: 5:40:40, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0453, loss_cls: 0.1152, acc: 95.7090, loss_bbox: 0.1178, loss: 0.2999, grad_norm: 5.6059
2022-06-20 15:33:43,913 - mmdet - INFO - Epoch [2][5250/5863] lr: 2.376e-06, eta: 5:40:21, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0427, loss_cls: 0.1042, acc: 96.3242, loss_bbox: 0.1056, loss: 0.2767, grad_norm: 4.8052
2022-06-20 15:34:00,640 - mmdet - INFO - Epoch [2][5300/5863] lr: 2.376e-06, eta: 5:40:01, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0456, loss_cls: 0.1074, acc: 95.8574, loss_bbox: 0.0965, loss: 0.2678, grad_norm: 5.2271
2022-06-20 15:34:17,362 - mmdet - INFO - Epoch [2][5350/5863] lr: 2.376e-06, eta: 5:39:41, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0466, loss_cls: 0.1236, acc: 95.5430, loss_bbox: 0.1228, loss: 0.3145, grad_norm: 5.8953
2022-06-20 15:34:34,070 - mmdet - INFO - Epoch [2][5400/5863] lr: 2.376e-06, eta: 5:39:21, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0455, loss_cls: 0.1062, acc: 95.9980, loss_bbox: 0.1041, loss: 0.2755, grad_norm: 4.9394
2022-06-20 15:34:50,732 - mmdet - INFO - Epoch [2][5450/5863] lr: 2.376e-06, eta: 5:39:01, time: 0.333, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0473, loss_cls: 0.1064, acc: 95.8789, loss_bbox: 0.1088, loss: 0.2804, grad_norm: 5.5906
2022-06-20 15:35:07,440 - mmdet - INFO - Epoch [2][5500/5863] lr: 2.376e-06, eta: 5:38:41, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0582, loss_cls: 0.1286, acc: 95.1895, loss_bbox: 0.1230, loss: 0.3346, grad_norm: 5.5329
2022-06-20 15:35:24,330 - mmdet - INFO - Epoch [2][5550/5863] lr: 2.376e-06, eta: 5:38:22, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0515, loss_cls: 0.1091, acc: 96.1074, loss_bbox: 0.1221, loss: 0.2991, grad_norm: 5.4458
2022-06-20 15:35:41,448 - mmdet - INFO - Epoch [2][5600/5863] lr: 2.376e-06, eta: 5:38:04, time: 0.342, data_time: 0.007, memory: 12744, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0434, loss_cls: 0.1093, acc: 95.9258, loss_bbox: 0.1009, loss: 0.2712, grad_norm: 5.0822
2022-06-20 15:35:58,370 - mmdet - INFO - Epoch [2][5650/5863] lr: 2.376e-06, eta: 5:37:45, time: 0.338, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0512, loss_cls: 0.1070, acc: 96.0371, loss_bbox: 0.0979, loss: 0.2775, grad_norm: 5.4330
2022-06-20 15:36:15,137 - mmdet - INFO - Epoch [2][5700/5863] lr: 2.376e-06, eta: 5:37:26, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0555, loss_cls: 0.1248, acc: 95.1895, loss_bbox: 0.1295, loss: 0.3341, grad_norm: 5.8958
2022-06-20 15:36:36,781 - mmdet - INFO - Epoch [2][5750/5863] lr: 2.376e-06, eta: 5:37:31, time: 0.433, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0517, loss_cls: 0.1141, acc: 95.7773, loss_bbox: 0.1161, loss: 0.3093, grad_norm: 5.5880
2022-06-20 15:36:53,438 - mmdet - INFO - Epoch [2][5800/5863] lr: 2.376e-06, eta: 5:37:11, time: 0.333, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0467, loss_cls: 0.1095, acc: 95.8555, loss_bbox: 0.1179, loss: 0.2932, grad_norm: 5.1379
2022-06-20 15:37:10,314 - mmdet - INFO - Epoch [2][5850/5863] lr: 2.376e-06, eta: 5:36:52, time: 0.338, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0583, loss_cls: 0.1166, acc: 95.8789, loss_bbox: 0.1280, loss: 0.3223, grad_norm: 5.5067
2022-06-20 15:37:15,066 - mmdet - INFO - Saving checkpoint at 2 epochs
2022-06-20 15:38:02,021 - mmdet - INFO - Epoch [3][50/5863] lr: 2.376e-06, eta: 5:38:24, time: 0.893, data_time: 0.563, memory: 12744, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0462, loss_cls: 0.1230, acc: 95.5684, loss_bbox: 0.1287, loss: 0.3173, grad_norm: 5.8572
2022-06-20 15:38:18,637 - mmdet - INFO - Epoch [3][100/5863] lr: 2.376e-06, eta: 5:38:03, time: 0.332, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0411, loss_cls: 0.1181, acc: 95.8379, loss_bbox: 0.1057, loss: 0.2875, grad_norm: 5.6777
2022-06-20 15:38:35,428 - mmdet - INFO - Epoch [3][150/5863] lr: 2.376e-06, eta: 5:37:43, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0431, loss_cls: 0.1096, acc: 96.0957, loss_bbox: 0.1097, loss: 0.2812, grad_norm: 5.0862
2022-06-20 15:38:52,185 - mmdet - INFO - Epoch [3][200/5863] lr: 2.376e-06, eta: 5:37:23, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0570, loss_cls: 0.1100, acc: 96.1465, loss_bbox: 0.1123, loss: 0.2998, grad_norm: 5.8602
2022-06-20 15:39:08,859 - mmdet - INFO - Epoch [3][250/5863] lr: 2.376e-06, eta: 5:37:02, time: 0.333, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0407, loss_cls: 0.1002, acc: 96.1934, loss_bbox: 0.1152, loss: 0.2715, grad_norm: 5.1630
2022-06-20 15:39:25,737 - mmdet - INFO - Epoch [3][300/5863] lr: 2.376e-06, eta: 5:36:43, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0314, loss_cls: 0.1102, acc: 96.0254, loss_bbox: 0.1071, loss: 0.2703, grad_norm: 5.1765
2022-06-20 15:39:42,457 - mmdet - INFO - Epoch [3][350/5863] lr: 2.376e-06, eta: 5:36:23, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0383, loss_cls: 0.1031, acc: 96.2656, loss_bbox: 0.0940, loss: 0.2492, grad_norm: 4.7108
2022-06-20 15:39:59,658 - mmdet - INFO - Epoch [3][400/5863] lr: 2.376e-06, eta: 5:36:05, time: 0.344, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0340, loss_cls: 0.1151, acc: 95.8691, loss_bbox: 0.1227, loss: 0.2915, grad_norm: 5.7241
2022-06-20 15:40:16,679 - mmdet - INFO - Epoch [3][450/5863] lr: 2.376e-06, eta: 5:35:46, time: 0.340, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0516, loss_cls: 0.1139, acc: 95.8398, loss_bbox: 0.1070, loss: 0.2968, grad_norm: 5.1075
2022-06-20 15:40:33,517 - mmdet - INFO - Epoch [3][500/5863] lr: 2.376e-06, eta: 5:35:27, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0420, loss_cls: 0.1035, acc: 96.1426, loss_bbox: 0.1154, loss: 0.2794, grad_norm: 5.3599
2022-06-20 15:40:50,246 - mmdet - INFO - Epoch [3][550/5863] lr: 2.376e-06, eta: 5:35:07, time: 0.335, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0472, loss_cls: 0.1217, acc: 95.7266, loss_bbox: 0.1267, loss: 0.3219, grad_norm: 5.9377
2022-06-20 15:41:07,000 - mmdet - INFO - Epoch [3][600/5863] lr: 2.376e-06, eta: 5:34:47, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0390, loss_cls: 0.0943, acc: 96.5293, loss_bbox: 0.1063, loss: 0.2557, grad_norm: 4.6241
2022-06-20 15:41:23,802 - mmdet - INFO - Epoch [3][650/5863] lr: 2.376e-06, eta: 5:34:27, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0627, loss_cls: 0.1029, acc: 96.0918, loss_bbox: 0.0992, loss: 0.2860, grad_norm: 5.4958
2022-06-20 15:41:41,066 - mmdet - INFO - Epoch [3][700/5863] lr: 2.376e-06, eta: 5:34:09, time: 0.345, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0530, loss_cls: 0.1192, acc: 95.4688, loss_bbox: 0.1391, loss: 0.3291, grad_norm: 5.6304
2022-06-20 15:41:57,675 - mmdet - INFO - Epoch [3][750/5863] lr: 2.376e-06, eta: 5:33:49, time: 0.332, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0406, loss_cls: 0.1286, acc: 95.7559, loss_bbox: 0.1105, loss: 0.3035, grad_norm: 5.4466
2022-06-20 15:42:14,388 - mmdet - INFO - Epoch [3][800/5863] lr: 2.376e-06, eta: 5:33:29, time: 0.334, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0426, loss_cls: 0.1195, acc: 95.6973, loss_bbox: 0.1118, loss: 0.2968, grad_norm: 5.4555
2022-06-20 15:42:31,178 - mmdet - INFO - Epoch [3][850/5863] lr: 2.376e-06, eta: 5:33:09, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0487, loss_cls: 0.1129, acc: 95.8555, loss_bbox: 0.1135, loss: 0.2957, grad_norm: 5.3246
2022-06-20 15:42:51,920 - mmdet - INFO - Epoch [3][900/5863] lr: 2.376e-06, eta: 5:33:08, time: 0.415, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0581, loss_cls: 0.1425, acc: 95.4414, loss_bbox: 0.1488, loss: 0.3786, grad_norm: 5.7144
2022-06-20 15:43:09,011 - mmdet - INFO - Epoch [3][950/5863] lr: 2.376e-06, eta: 5:32:49, time: 0.342, data_time: 0.007, memory: 12744, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0433, loss_cls: 0.1077, acc: 96.2383, loss_bbox: 0.1325, loss: 0.3032, grad_norm: 5.0632
2022-06-20 15:43:25,824 - mmdet - INFO - Epoch [3][1000/5863] lr: 2.376e-06, eta: 5:32:30, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0348, loss_cls: 0.0981, acc: 96.2266, loss_bbox: 0.1086, loss: 0.2562, grad_norm: 5.2924
2022-06-20 15:43:42,620 - mmdet - INFO - Epoch [3][1050/5863] lr: 2.376e-06, eta: 5:32:10, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0426, loss_cls: 0.1096, acc: 95.7305, loss_bbox: 0.1075, loss: 0.2753, grad_norm: 5.1862
2022-06-20 15:43:59,363 - mmdet - INFO - Epoch [3][1100/5863] lr: 2.376e-06, eta: 5:31:50, time: 0.335, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0558, loss_cls: 0.1069, acc: 95.7383, loss_bbox: 0.1231, loss: 0.3036, grad_norm: 5.6126
2022-06-20 15:44:16,923 - mmdet - INFO - Epoch [3][1150/5863] lr: 2.376e-06, eta: 5:31:34, time: 0.351, data_time: 0.009, memory: 12744, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0688, loss_cls: 0.1103, acc: 95.8477, loss_bbox: 0.1383, loss: 0.3350, grad_norm: 5.8889
2022-06-20 15:44:34,094 - mmdet - INFO - Epoch [3][1200/5863] lr: 2.376e-06, eta: 5:31:16, time: 0.343, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0414, loss_cls: 0.1069, acc: 96.0957, loss_bbox: 0.1039, loss: 0.2715, grad_norm: 5.6649
2022-06-20 15:44:51,131 - mmdet - INFO - Epoch [3][1250/5863] lr: 2.376e-06, eta: 5:30:58, time: 0.341, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0542, loss_cls: 0.1141, acc: 95.5410, loss_bbox: 0.1364, loss: 0.3222, grad_norm: 5.8830
2022-06-20 15:45:07,852 - mmdet - INFO - Epoch [3][1300/5863] lr: 2.376e-06, eta: 5:30:38, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0333, loss_cls: 0.1015, acc: 96.3086, loss_bbox: 0.1217, loss: 0.2694, grad_norm: 4.9042
2022-06-20 15:45:24,640 - mmdet - INFO - Epoch [3][1350/5863] lr: 2.376e-06, eta: 5:30:18, time: 0.336, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0306, loss_cls: 0.0928, acc: 96.6289, loss_bbox: 0.1072, loss: 0.2465, grad_norm: 4.8670
2022-06-20 15:45:41,505 - mmdet - INFO - Epoch [3][1400/5863] lr: 2.376e-06, eta: 5:29:59, time: 0.337, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0326, loss_cls: 0.0964, acc: 96.4785, loss_bbox: 0.0957, loss: 0.2392, grad_norm: 4.8802
2022-06-20 15:45:58,672 - mmdet - INFO - Epoch [3][1450/5863] lr: 2.376e-06, eta: 5:29:41, time: 0.343, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0388, loss_cls: 0.1008, acc: 96.1895, loss_bbox: 0.1063, loss: 0.2700, grad_norm: 5.3949
2022-06-20 15:46:15,405 - mmdet - INFO - Epoch [3][1500/5863] lr: 2.376e-06, eta: 5:29:22, time: 0.335, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0457, loss_cls: 0.0954, acc: 96.2949, loss_bbox: 0.1041, loss: 0.2633, grad_norm: 4.8396
2022-06-20 15:46:34,877 - mmdet - INFO - Epoch [3][1550/5863] lr: 2.376e-06, eta: 5:29:14, time: 0.389, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0398, loss_cls: 0.0902, acc: 96.4473, loss_bbox: 0.1037, loss: 0.2471, grad_norm: 5.3814
2022-06-20 15:46:51,627 - mmdet - INFO - Epoch [3][1600/5863] lr: 2.376e-06, eta: 5:28:54, time: 0.335, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0474, loss_cls: 0.1039, acc: 96.3027, loss_bbox: 0.1209, loss: 0.2911, grad_norm: 5.7025
2022-06-20 15:47:08,455 - mmdet - INFO - Epoch [3][1650/5863] lr: 2.376e-06, eta: 5:28:35, time: 0.337, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0437, loss_cls: 0.1028, acc: 95.8672, loss_bbox: 0.1166, loss: 0.2823, grad_norm: 5.1801
2022-06-20 15:47:25,207 - mmdet - INFO - Epoch [3][1700/5863] lr: 2.376e-06, eta: 5:28:15, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0369, loss_cls: 0.1020, acc: 96.0977, loss_bbox: 0.0956, loss: 0.2533, grad_norm: 5.6213
2022-06-20 15:47:42,201 - mmdet - INFO - Epoch [3][1750/5863] lr: 2.376e-06, eta: 5:27:56, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0490, loss_cls: 0.1112, acc: 95.6094, loss_bbox: 0.1095, loss: 0.2917, grad_norm: 5.6851
2022-06-20 15:47:59,265 - mmdet - INFO - Epoch [3][1800/5863] lr: 2.376e-06, eta: 5:27:38, time: 0.341, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0372, loss_cls: 0.0908, acc: 96.5078, loss_bbox: 0.0978, loss: 0.2424, grad_norm: 4.7763
2022-06-20 15:48:16,054 - mmdet - INFO - Epoch [3][1850/5863] lr: 2.376e-06, eta: 5:27:19, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0432, loss_cls: 0.1096, acc: 95.7949, loss_bbox: 0.1072, loss: 0.2812, grad_norm: 5.2263
2022-06-20 15:48:33,996 - mmdet - INFO - Epoch [3][1900/5863] lr: 2.376e-06, eta: 5:27:04, time: 0.359, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0369, loss_cls: 0.1233, acc: 95.6230, loss_bbox: 0.1107, loss: 0.2903, grad_norm: 5.7054
2022-06-20 15:48:51,287 - mmdet - INFO - Epoch [3][1950/5863] lr: 2.376e-06, eta: 5:26:47, time: 0.346, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0549, loss_cls: 0.1166, acc: 95.5000, loss_bbox: 0.1107, loss: 0.3054, grad_norm: 5.4921
2022-06-20 15:49:08,151 - mmdet - INFO - Epoch [3][2000/5863] lr: 2.376e-06, eta: 5:26:28, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0514, loss_cls: 0.1186, acc: 95.4297, loss_bbox: 0.1336, loss: 0.3236, grad_norm: 6.1070
2022-06-20 15:49:24,950 - mmdet - INFO - Epoch [3][2050/5863] lr: 2.376e-06, eta: 5:26:08, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0326, loss_cls: 0.1015, acc: 96.2715, loss_bbox: 0.1007, loss: 0.2490, grad_norm: 4.6328
2022-06-20 15:49:41,757 - mmdet - INFO - Epoch [3][2100/5863] lr: 2.376e-06, eta: 5:25:49, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0547, loss_cls: 0.1516, acc: 94.9062, loss_bbox: 0.1299, loss: 0.3543, grad_norm: 6.3806
2022-06-20 15:49:58,597 - mmdet - INFO - Epoch [3][2150/5863] lr: 2.376e-06, eta: 5:25:30, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0566, loss_cls: 0.1097, acc: 95.7988, loss_bbox: 0.1200, loss: 0.3013, grad_norm: 5.6225
2022-06-20 15:50:15,427 - mmdet - INFO - Epoch [3][2200/5863] lr: 2.376e-06, eta: 5:25:11, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0412, loss_cls: 0.1025, acc: 96.1445, loss_bbox: 0.1019, loss: 0.2646, grad_norm: 5.2047
2022-06-20 15:50:32,793 - mmdet - INFO - Epoch [3][2250/5863] lr: 2.376e-06, eta: 5:24:54, time: 0.347, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0528, loss_cls: 0.0997, acc: 96.4980, loss_bbox: 0.0942, loss: 0.2728, grad_norm: 5.3972
2022-06-20 15:50:49,611 - mmdet - INFO - Epoch [3][2300/5863] lr: 2.376e-06, eta: 5:24:35, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0357, loss_cls: 0.0892, acc: 96.6699, loss_bbox: 0.0989, loss: 0.2407, grad_norm: 4.8436
2022-06-20 15:51:09,336 - mmdet - INFO - Epoch [3][2350/5863] lr: 2.376e-06, eta: 5:24:27, time: 0.394, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0380, loss_cls: 0.0896, acc: 96.6367, loss_bbox: 0.0936, loss: 0.2375, grad_norm: 5.0483
2022-06-20 15:51:26,171 - mmdet - INFO - Epoch [3][2400/5863] lr: 2.376e-06, eta: 5:24:08, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0495, loss_cls: 0.1072, acc: 96.0391, loss_bbox: 0.1012, loss: 0.2834, grad_norm: 5.3404
2022-06-20 15:51:43,125 - mmdet - INFO - Epoch [3][2450/5863] lr: 2.376e-06, eta: 5:23:49, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0643, loss_cls: 0.1242, acc: 95.8301, loss_bbox: 0.1082, loss: 0.3203, grad_norm: 6.3646
2022-06-20 15:52:00,073 - mmdet - INFO - Epoch [3][2500/5863] lr: 2.376e-06, eta: 5:23:31, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0519, loss_cls: 0.1017, acc: 96.2363, loss_bbox: 0.1045, loss: 0.2739, grad_norm: 5.4523
2022-06-20 15:52:16,948 - mmdet - INFO - Epoch [3][2550/5863] lr: 2.376e-06, eta: 5:23:12, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0556, loss_cls: 0.1078, acc: 96.1230, loss_bbox: 0.1027, loss: 0.2964, grad_norm: 5.5885
2022-06-20 15:52:34,060 - mmdet - INFO - Epoch [3][2600/5863] lr: 2.376e-06, eta: 5:22:54, time: 0.342, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0479, loss_cls: 0.1162, acc: 95.8164, loss_bbox: 0.0923, loss: 0.2796, grad_norm: 4.9566
2022-06-20 15:52:50,852 - mmdet - INFO - Epoch [3][2650/5863] lr: 2.376e-06, eta: 5:22:35, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0491, loss_cls: 0.1036, acc: 96.1426, loss_bbox: 0.1219, loss: 0.2931, grad_norm: 5.3100
2022-06-20 15:53:07,651 - mmdet - INFO - Epoch [3][2700/5863] lr: 2.376e-06, eta: 5:22:15, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0576, loss_cls: 0.1090, acc: 95.8516, loss_bbox: 0.1044, loss: 0.2907, grad_norm: 5.2477
2022-06-20 15:53:24,400 - mmdet - INFO - Epoch [3][2750/5863] lr: 2.376e-06, eta: 5:21:56, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0364, loss_cls: 0.1020, acc: 95.8945, loss_bbox: 0.1515, loss: 0.3104, grad_norm: 5.4747
2022-06-20 15:53:41,540 - mmdet - INFO - Epoch [3][2800/5863] lr: 2.376e-06, eta: 5:21:38, time: 0.343, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0463, loss_cls: 0.0972, acc: 96.1582, loss_bbox: 0.0996, loss: 0.2596, grad_norm: 4.7275
2022-06-20 15:53:58,314 - mmdet - INFO - Epoch [3][2850/5863] lr: 2.376e-06, eta: 5:21:19, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0422, loss_cls: 0.1089, acc: 95.9238, loss_bbox: 0.1264, loss: 0.2953, grad_norm: 5.3458
2022-06-20 15:54:15,091 - mmdet - INFO - Epoch [3][2900/5863] lr: 2.376e-06, eta: 5:21:00, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0562, loss_cls: 0.1074, acc: 95.6973, loss_bbox: 0.1118, loss: 0.2911, grad_norm: 5.1155
2022-06-20 15:54:31,916 - mmdet - INFO - Epoch [3][2950/5863] lr: 2.376e-06, eta: 5:20:41, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0443, loss_cls: 0.1034, acc: 95.9824, loss_bbox: 0.1124, loss: 0.2809, grad_norm: 5.1833
2022-06-20 15:54:48,716 - mmdet - INFO - Epoch [3][3000/5863] lr: 2.376e-06, eta: 5:20:22, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0542, loss_cls: 0.0890, acc: 96.6191, loss_bbox: 0.0896, loss: 0.2530, grad_norm: 5.8300
2022-06-20 15:55:05,440 - mmdet - INFO - Epoch [3][3050/5863] lr: 2.376e-06, eta: 5:20:02, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0584, loss_cls: 0.1126, acc: 95.9023, loss_bbox: 0.1139, loss: 0.3091, grad_norm: 5.5285
2022-06-20 15:55:22,286 - mmdet - INFO - Epoch [3][3100/5863] lr: 2.376e-06, eta: 5:19:43, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0415, loss_cls: 0.1003, acc: 96.0391, loss_bbox: 0.0965, loss: 0.2546, grad_norm: 5.2166
2022-06-20 15:55:39,133 - mmdet - INFO - Epoch [3][3150/5863] lr: 2.376e-06, eta: 5:19:25, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0332, loss_cls: 0.0984, acc: 96.3418, loss_bbox: 0.1038, loss: 0.2537, grad_norm: 4.8379
2022-06-20 15:55:56,350 - mmdet - INFO - Epoch [3][3200/5863] lr: 2.376e-06, eta: 5:19:07, time: 0.344, data_time: 0.007, memory: 12744, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0310, loss_cls: 0.0882, acc: 96.5391, loss_bbox: 0.0896, loss: 0.2227, grad_norm: 4.3032
2022-06-20 15:56:13,162 - mmdet - INFO - Epoch [3][3250/5863] lr: 2.376e-06, eta: 5:18:48, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0551, loss_cls: 0.0945, acc: 96.2852, loss_bbox: 0.1105, loss: 0.2737, grad_norm: 5.1349
2022-06-20 15:56:29,866 - mmdet - INFO - Epoch [3][3300/5863] lr: 2.376e-06, eta: 5:18:29, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0669, loss_cls: 0.1099, acc: 95.7520, loss_bbox: 0.1253, loss: 0.3194, grad_norm: 5.7310
2022-06-20 15:56:48,609 - mmdet - INFO - Epoch [3][3350/5863] lr: 2.376e-06, eta: 5:18:17, time: 0.375, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0456, loss_cls: 0.0997, acc: 96.0703, loss_bbox: 0.0987, loss: 0.2610, grad_norm: 5.4358
2022-06-20 15:57:05,735 - mmdet - INFO - Epoch [3][3400/5863] lr: 2.376e-06, eta: 5:17:59, time: 0.343, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0455, loss_cls: 0.0941, acc: 96.3164, loss_bbox: 0.0922, loss: 0.2475, grad_norm: 5.4095
2022-06-20 15:57:22,489 - mmdet - INFO - Epoch [3][3450/5863] lr: 2.376e-06, eta: 5:17:40, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0434, loss_cls: 0.1037, acc: 95.9316, loss_bbox: 0.1196, loss: 0.2909, grad_norm: 5.1620
2022-06-20 15:57:42,705 - mmdet - INFO - Epoch [3][3500/5863] lr: 2.376e-06, eta: 5:17:33, time: 0.404, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0566, loss_cls: 0.0975, acc: 96.2090, loss_bbox: 0.0940, loss: 0.2587, grad_norm: 5.2468
2022-06-20 15:57:59,441 - mmdet - INFO - Epoch [3][3550/5863] lr: 2.376e-06, eta: 5:17:14, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0357, loss_cls: 0.0950, acc: 96.6426, loss_bbox: 0.1069, loss: 0.2517, grad_norm: 4.9718
2022-06-20 15:58:16,200 - mmdet - INFO - Epoch [3][3600/5863] lr: 2.376e-06, eta: 5:16:55, time: 0.335, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0366, loss_cls: 0.1076, acc: 95.7832, loss_bbox: 0.1130, loss: 0.2743, grad_norm: 5.2241
2022-06-20 15:58:32,951 - mmdet - INFO - Epoch [3][3650/5863] lr: 2.376e-06, eta: 5:16:36, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0547, loss_cls: 0.1156, acc: 95.7930, loss_bbox: 0.1086, loss: 0.2965, grad_norm: 5.7365
2022-06-20 15:58:50,048 - mmdet - INFO - Epoch [3][3700/5863] lr: 2.376e-06, eta: 5:16:18, time: 0.342, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0416, loss_cls: 0.1088, acc: 96.1035, loss_bbox: 0.1158, loss: 0.2920, grad_norm: 5.2991
2022-06-20 15:59:10,271 - mmdet - INFO - Epoch [3][3750/5863] lr: 2.376e-06, eta: 5:16:11, time: 0.404, data_time: 0.007, memory: 12744, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0419, loss_cls: 0.1083, acc: 96.0352, loss_bbox: 0.1067, loss: 0.2823, grad_norm: 5.3368
2022-06-20 15:59:27,279 - mmdet - INFO - Epoch [3][3800/5863] lr: 2.376e-06, eta: 5:15:53, time: 0.340, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0329, loss_cls: 0.0924, acc: 96.7070, loss_bbox: 0.0758, loss: 0.2196, grad_norm: 4.3903
2022-06-20 15:59:44,088 - mmdet - INFO - Epoch [3][3850/5863] lr: 2.376e-06, eta: 5:15:34, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0503, loss_cls: 0.1013, acc: 96.1191, loss_bbox: 0.0919, loss: 0.2606, grad_norm: 4.8773
2022-06-20 16:00:00,778 - mmdet - INFO - Epoch [3][3900/5863] lr: 2.376e-06, eta: 5:15:14, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0463, loss_cls: 0.1122, acc: 95.7734, loss_bbox: 0.1187, loss: 0.2925, grad_norm: 6.4461
2022-06-20 16:00:17,459 - mmdet - INFO - Epoch [3][3950/5863] lr: 2.376e-06, eta: 5:14:55, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0327, loss_cls: 0.1099, acc: 95.8789, loss_bbox: 0.1119, loss: 0.2668, grad_norm: 5.4872
2022-06-20 16:00:34,415 - mmdet - INFO - Epoch [3][4000/5863] lr: 2.376e-06, eta: 5:14:37, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0388, loss_cls: 0.1125, acc: 95.5859, loss_bbox: 0.1269, loss: 0.2941, grad_norm: 5.5273
2022-06-20 16:00:51,199 - mmdet - INFO - Epoch [3][4050/5863] lr: 2.376e-06, eta: 5:14:18, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0529, loss_cls: 0.0854, acc: 96.7383, loss_bbox: 0.0803, loss: 0.2330, grad_norm: 5.1452
2022-06-20 16:01:07,953 - mmdet - INFO - Epoch [3][4100/5863] lr: 2.376e-06, eta: 5:13:59, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0346, loss_cls: 0.1001, acc: 96.4180, loss_bbox: 0.0933, loss: 0.2409, grad_norm: 4.6442
2022-06-20 16:01:24,688 - mmdet - INFO - Epoch [3][4150/5863] lr: 2.376e-06, eta: 5:13:39, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0425, loss_cls: 0.0982, acc: 96.2207, loss_bbox: 0.0988, loss: 0.2595, grad_norm: 5.2653
2022-06-20 16:01:41,363 - mmdet - INFO - Epoch [3][4200/5863] lr: 2.376e-06, eta: 5:13:20, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0374, loss_cls: 0.1036, acc: 96.1211, loss_bbox: 0.1211, loss: 0.2769, grad_norm: 4.7558
2022-06-20 16:01:58,102 - mmdet - INFO - Epoch [3][4250/5863] lr: 2.376e-06, eta: 5:13:01, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0321, loss_cls: 0.1063, acc: 95.8223, loss_bbox: 0.1318, loss: 0.2829, grad_norm: 5.5868
2022-06-20 16:02:14,778 - mmdet - INFO - Epoch [3][4300/5863] lr: 2.376e-06, eta: 5:12:42, time: 0.334, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0445, loss_cls: 0.1070, acc: 95.9609, loss_bbox: 0.1040, loss: 0.2735, grad_norm: 5.5087
2022-06-20 16:02:31,433 - mmdet - INFO - Epoch [3][4350/5863] lr: 2.376e-06, eta: 5:12:22, time: 0.333, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0499, loss_cls: 0.1117, acc: 95.8652, loss_bbox: 0.0969, loss: 0.2832, grad_norm: 5.6549
2022-06-20 16:02:48,226 - mmdet - INFO - Epoch [3][4400/5863] lr: 2.376e-06, eta: 5:12:04, time: 0.336, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0396, loss_cls: 0.1032, acc: 96.2871, loss_bbox: 0.1015, loss: 0.2605, grad_norm: 5.3764
2022-06-20 16:03:04,943 - mmdet - INFO - Epoch [3][4450/5863] lr: 2.376e-06, eta: 5:11:45, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0386, loss_cls: 0.1124, acc: 96.0488, loss_bbox: 0.1138, loss: 0.2861, grad_norm: 5.3585
2022-06-20 16:03:21,698 - mmdet - INFO - Epoch [3][4500/5863] lr: 2.376e-06, eta: 5:11:26, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0414, loss_cls: 0.1079, acc: 96.0273, loss_bbox: 0.1031, loss: 0.2764, grad_norm: 5.3033
2022-06-20 16:03:38,375 - mmdet - INFO - Epoch [3][4550/5863] lr: 2.376e-06, eta: 5:11:06, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0365, loss_cls: 0.0948, acc: 96.4395, loss_bbox: 0.0992, loss: 0.2450, grad_norm: 4.8462
2022-06-20 16:03:55,216 - mmdet - INFO - Epoch [3][4600/5863] lr: 2.376e-06, eta: 5:10:48, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0404, loss_cls: 0.0973, acc: 96.2148, loss_bbox: 0.1014, loss: 0.2567, grad_norm: 5.1524
2022-06-20 16:04:12,271 - mmdet - INFO - Epoch [3][4650/5863] lr: 2.376e-06, eta: 5:10:30, time: 0.341, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0364, loss_cls: 0.1050, acc: 96.0703, loss_bbox: 0.1043, loss: 0.2598, grad_norm: 5.0284
2022-06-20 16:04:29,079 - mmdet - INFO - Epoch [3][4700/5863] lr: 2.376e-06, eta: 5:10:11, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0559, loss_cls: 0.1120, acc: 95.7344, loss_bbox: 0.1064, loss: 0.2954, grad_norm: 5.4982
2022-06-20 16:04:51,387 - mmdet - INFO - Epoch [3][4750/5863] lr: 2.376e-06, eta: 5:10:10, time: 0.446, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0580, loss_cls: 0.0967, acc: 96.0547, loss_bbox: 0.1097, loss: 0.2823, grad_norm: 5.3894
2022-06-20 16:05:08,213 - mmdet - INFO - Epoch [3][4800/5863] lr: 2.376e-06, eta: 5:09:52, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0414, loss_cls: 0.1057, acc: 96.1582, loss_bbox: 0.1078, loss: 0.2698, grad_norm: 5.3855
2022-06-20 16:05:25,096 - mmdet - INFO - Epoch [3][4850/5863] lr: 2.376e-06, eta: 5:09:33, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0409, loss_cls: 0.1025, acc: 96.1543, loss_bbox: 0.0958, loss: 0.2582, grad_norm: 5.4884
2022-06-20 16:05:41,783 - mmdet - INFO - Epoch [3][4900/5863] lr: 2.376e-06, eta: 5:09:14, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0333, loss_cls: 0.0941, acc: 96.5254, loss_bbox: 0.1140, loss: 0.2585, grad_norm: 5.5357
2022-06-20 16:05:58,566 - mmdet - INFO - Epoch [3][4950/5863] lr: 2.376e-06, eta: 5:08:55, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0460, loss_cls: 0.1122, acc: 95.7891, loss_bbox: 0.1086, loss: 0.2951, grad_norm: 5.5366
2022-06-20 16:06:15,391 - mmdet - INFO - Epoch [3][5000/5863] lr: 2.376e-06, eta: 5:08:36, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0516, loss_cls: 0.0948, acc: 96.5977, loss_bbox: 0.0948, loss: 0.2579, grad_norm: 4.9962
2022-06-20 16:06:32,322 - mmdet - INFO - Epoch [3][5050/5863] lr: 2.376e-06, eta: 5:08:18, time: 0.339, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0393, loss_cls: 0.0941, acc: 96.5742, loss_bbox: 0.0841, loss: 0.2278, grad_norm: 5.8337
2022-06-20 16:06:49,197 - mmdet - INFO - Epoch [3][5100/5863] lr: 2.376e-06, eta: 5:08:00, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0473, loss_cls: 0.1193, acc: 95.6406, loss_bbox: 0.1316, loss: 0.3126, grad_norm: 6.4129
2022-06-20 16:07:05,929 - mmdet - INFO - Epoch [3][5150/5863] lr: 2.376e-06, eta: 5:07:41, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0578, loss_cls: 0.0922, acc: 96.5664, loss_bbox: 0.1102, loss: 0.2786, grad_norm: 4.8835
2022-06-20 16:07:22,729 - mmdet - INFO - Epoch [3][5200/5863] lr: 2.376e-06, eta: 5:07:22, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0105, loss_rpn_bbox: 0.0284, loss_cls: 0.1037, acc: 96.1055, loss_bbox: 0.1073, loss: 0.2498, grad_norm: 6.0464
2022-06-20 16:07:39,446 - mmdet - INFO - Epoch [3][5250/5863] lr: 2.376e-06, eta: 5:07:03, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0470, loss_cls: 0.0976, acc: 96.3613, loss_bbox: 0.0901, loss: 0.2531, grad_norm: 5.0939
2022-06-20 16:07:56,073 - mmdet - INFO - Epoch [3][5300/5863] lr: 2.376e-06, eta: 5:06:44, time: 0.333, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0573, loss_cls: 0.0983, acc: 96.2832, loss_bbox: 0.0916, loss: 0.2635, grad_norm: 5.1574
2022-06-20 16:08:12,918 - mmdet - INFO - Epoch [3][5350/5863] lr: 2.376e-06, eta: 5:06:25, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0509, loss_cls: 0.1145, acc: 95.6992, loss_bbox: 0.1028, loss: 0.2884, grad_norm: 5.7784
2022-06-20 16:08:29,644 - mmdet - INFO - Epoch [3][5400/5863] lr: 2.376e-06, eta: 5:06:06, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0469, loss_cls: 0.0947, acc: 96.4648, loss_bbox: 0.1113, loss: 0.2677, grad_norm: 5.5312
2022-06-20 16:08:46,342 - mmdet - INFO - Epoch [3][5450/5863] lr: 2.376e-06, eta: 5:05:47, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0536, loss_cls: 0.1056, acc: 95.6953, loss_bbox: 0.1053, loss: 0.2785, grad_norm: 5.4462
2022-06-20 16:09:03,042 - mmdet - INFO - Epoch [3][5500/5863] lr: 2.376e-06, eta: 5:05:28, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0455, loss_cls: 0.1070, acc: 96.1582, loss_bbox: 0.0899, loss: 0.2588, grad_norm: 5.6263
2022-06-20 16:09:19,822 - mmdet - INFO - Epoch [3][5550/5863] lr: 2.376e-06, eta: 5:05:10, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0291, loss_cls: 0.0849, acc: 96.8105, loss_bbox: 0.0882, loss: 0.2174, grad_norm: 4.8015
2022-06-20 16:09:36,848 - mmdet - INFO - Epoch [3][5600/5863] lr: 2.376e-06, eta: 5:04:52, time: 0.341, data_time: 0.007, memory: 12744, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0321, loss_cls: 0.0923, acc: 96.5137, loss_bbox: 0.0839, loss: 0.2192, grad_norm: 5.1412
2022-06-20 16:09:53,494 - mmdet - INFO - Epoch [3][5650/5863] lr: 2.376e-06, eta: 5:04:33, time: 0.333, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0452, loss_cls: 0.1183, acc: 96.1875, loss_bbox: 0.0946, loss: 0.2715, grad_norm: 5.1980
2022-06-20 16:10:10,140 - mmdet - INFO - Epoch [3][5700/5863] lr: 2.376e-06, eta: 5:04:14, time: 0.333, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0422, loss_cls: 0.0989, acc: 96.1699, loss_bbox: 0.0984, loss: 0.2546, grad_norm: 4.8710
2022-06-20 16:10:26,802 - mmdet - INFO - Epoch [3][5750/5863] lr: 2.376e-06, eta: 5:03:55, time: 0.333, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0368, loss_cls: 0.1165, acc: 95.6133, loss_bbox: 0.1013, loss: 0.2823, grad_norm: 5.2503
2022-06-20 16:10:43,516 - mmdet - INFO - Epoch [3][5800/5863] lr: 2.376e-06, eta: 5:03:36, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0457, loss_cls: 0.0970, acc: 96.2695, loss_bbox: 0.0979, loss: 0.2500, grad_norm: 5.6574
2022-06-20 16:11:00,251 - mmdet - INFO - Epoch [3][5850/5863] lr: 2.376e-06, eta: 5:03:17, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0503, loss_cls: 0.1181, acc: 95.8574, loss_bbox: 0.0862, loss: 0.2730, grad_norm: 5.4043
2022-06-20 16:11:05,056 - mmdet - INFO - Saving checkpoint at 3 epochs
2022-06-20 16:11:52,090 - mmdet - INFO - Epoch [4][50/5863] lr: 2.376e-06, eta: 5:04:02, time: 0.877, data_time: 0.548, memory: 12744, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0453, loss_cls: 0.1002, acc: 96.2012, loss_bbox: 0.1202, loss: 0.2824, grad_norm: 4.7451
2022-06-20 16:12:09,010 - mmdet - INFO - Epoch [4][100/5863] lr: 2.376e-06, eta: 5:03:43, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0537, loss_cls: 0.0902, acc: 96.6484, loss_bbox: 0.1175, loss: 0.2793, grad_norm: 4.9212
2022-06-20 16:12:25,740 - mmdet - INFO - Epoch [4][150/5863] lr: 2.376e-06, eta: 5:03:24, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0421, loss_cls: 0.0941, acc: 96.3555, loss_bbox: 0.0923, loss: 0.2456, grad_norm: 4.8448
2022-06-20 16:12:42,394 - mmdet - INFO - Epoch [4][200/5863] lr: 2.376e-06, eta: 5:03:05, time: 0.333, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0369, loss_cls: 0.0939, acc: 96.3203, loss_bbox: 0.1008, loss: 0.2468, grad_norm: 4.9061
2022-06-20 16:12:58,935 - mmdet - INFO - Epoch [4][250/5863] lr: 2.376e-06, eta: 5:02:45, time: 0.331, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0414, loss_cls: 0.0937, acc: 96.4551, loss_bbox: 0.0878, loss: 0.2366, grad_norm: 4.7233
2022-06-20 16:13:15,748 - mmdet - INFO - Epoch [4][300/5863] lr: 2.376e-06, eta: 5:02:27, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0445, loss_cls: 0.0977, acc: 96.3965, loss_bbox: 0.0936, loss: 0.2514, grad_norm: 5.2184
2022-06-20 16:13:33,043 - mmdet - INFO - Epoch [4][350/5863] lr: 2.376e-06, eta: 5:02:09, time: 0.346, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0438, loss_cls: 0.0989, acc: 96.3438, loss_bbox: 0.0761, loss: 0.2311, grad_norm: 4.8158
2022-06-20 16:13:49,661 - mmdet - INFO - Epoch [4][400/5863] lr: 2.376e-06, eta: 5:01:50, time: 0.332, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0433, loss_cls: 0.0938, acc: 96.5879, loss_bbox: 0.1193, loss: 0.2733, grad_norm: 5.1570
2022-06-20 16:14:06,499 - mmdet - INFO - Epoch [4][450/5863] lr: 2.376e-06, eta: 5:01:31, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0433, loss_cls: 0.0948, acc: 96.3652, loss_bbox: 0.1059, loss: 0.2604, grad_norm: 5.2482
2022-06-20 16:14:23,238 - mmdet - INFO - Epoch [4][500/5863] lr: 2.376e-06, eta: 5:01:13, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0446, loss_cls: 0.0923, acc: 96.3555, loss_bbox: 0.1062, loss: 0.2652, grad_norm: 5.0794
2022-06-20 16:14:39,917 - mmdet - INFO - Epoch [4][550/5863] lr: 2.376e-06, eta: 5:00:54, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0350, loss_cls: 0.0948, acc: 96.3926, loss_bbox: 0.0880, loss: 0.2317, grad_norm: 4.4268
2022-06-20 16:14:56,893 - mmdet - INFO - Epoch [4][600/5863] lr: 2.376e-06, eta: 5:00:35, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0357, loss_cls: 0.1056, acc: 95.9551, loss_bbox: 0.1159, loss: 0.2705, grad_norm: 5.3570
2022-06-20 16:15:13,636 - mmdet - INFO - Epoch [4][650/5863] lr: 2.376e-06, eta: 5:00:17, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0435, loss_cls: 0.1112, acc: 96.2109, loss_bbox: 0.0908, loss: 0.2565, grad_norm: 4.7667
2022-06-20 16:15:30,416 - mmdet - INFO - Epoch [4][700/5863] lr: 2.376e-06, eta: 4:59:58, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0433, loss_cls: 0.0972, acc: 96.3633, loss_bbox: 0.1296, loss: 0.2866, grad_norm: 5.4298
2022-06-20 16:15:47,334 - mmdet - INFO - Epoch [4][750/5863] lr: 2.376e-06, eta: 4:59:39, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0395, loss_cls: 0.0878, acc: 96.8398, loss_bbox: 0.1070, loss: 0.2462, grad_norm: 4.7991
2022-06-20 16:16:04,047 - mmdet - INFO - Epoch [4][800/5863] lr: 2.376e-06, eta: 4:59:21, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0342, loss_cls: 0.0821, acc: 96.8125, loss_bbox: 0.1059, loss: 0.2334, grad_norm: 4.4257
2022-06-20 16:16:20,800 - mmdet - INFO - Epoch [4][850/5863] lr: 2.376e-06, eta: 4:59:02, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0391, loss_cls: 0.1014, acc: 96.3457, loss_bbox: 0.0966, loss: 0.2537, grad_norm: 5.2520
2022-06-20 16:16:39,960 - mmdet - INFO - Epoch [4][900/5863] lr: 2.376e-06, eta: 4:58:50, time: 0.383, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0547, loss_cls: 0.1081, acc: 96.0820, loss_bbox: 0.1083, loss: 0.2878, grad_norm: 5.3574
2022-06-20 16:16:57,052 - mmdet - INFO - Epoch [4][950/5863] lr: 2.376e-06, eta: 4:58:32, time: 0.342, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0421, loss_cls: 0.0913, acc: 96.4551, loss_bbox: 0.1003, loss: 0.2477, grad_norm: 5.1956
2022-06-20 16:17:13,978 - mmdet - INFO - Epoch [4][1000/5863] lr: 2.376e-06, eta: 4:58:14, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0415, loss_cls: 0.0976, acc: 96.1855, loss_bbox: 0.0905, loss: 0.2479, grad_norm: 4.6646
2022-06-20 16:17:30,645 - mmdet - INFO - Epoch [4][1050/5863] lr: 2.376e-06, eta: 4:57:55, time: 0.333, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0120, loss_rpn_bbox: 0.0467, loss_cls: 0.0896, acc: 96.4219, loss_bbox: 0.0855, loss: 0.2338, grad_norm: 5.1687
2022-06-20 16:17:47,365 - mmdet - INFO - Epoch [4][1100/5863] lr: 2.376e-06, eta: 4:57:36, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0520, loss_cls: 0.1043, acc: 95.9355, loss_bbox: 0.1327, loss: 0.3040, grad_norm: 5.1884
2022-06-20 16:18:04,303 - mmdet - INFO - Epoch [4][1150/5863] lr: 2.376e-06, eta: 4:57:18, time: 0.339, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0380, loss_cls: 0.0905, acc: 96.4609, loss_bbox: 0.0861, loss: 0.2267, grad_norm: 4.6593
2022-06-20 16:18:21,011 - mmdet - INFO - Epoch [4][1200/5863] lr: 2.376e-06, eta: 4:56:59, time: 0.334, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0569, loss_cls: 0.1045, acc: 95.9805, loss_bbox: 0.1010, loss: 0.2822, grad_norm: 5.6090
2022-06-20 16:18:37,768 - mmdet - INFO - Epoch [4][1250/5863] lr: 2.376e-06, eta: 4:56:40, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0346, loss_cls: 0.0902, acc: 96.5938, loss_bbox: 0.0849, loss: 0.2238, grad_norm: 4.7394
2022-06-20 16:18:54,621 - mmdet - INFO - Epoch [4][1300/5863] lr: 2.376e-06, eta: 4:56:22, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0417, loss_cls: 0.1058, acc: 96.1543, loss_bbox: 0.0967, loss: 0.2691, grad_norm: 4.9729
2022-06-20 16:19:11,640 - mmdet - INFO - Epoch [4][1350/5863] lr: 2.376e-06, eta: 4:56:04, time: 0.340, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0568, loss_cls: 0.0952, acc: 96.2480, loss_bbox: 0.1049, loss: 0.2737, grad_norm: 5.1486
2022-06-20 16:19:28,494 - mmdet - INFO - Epoch [4][1400/5863] lr: 2.376e-06, eta: 4:55:45, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0697, loss_cls: 0.0986, acc: 96.3047, loss_bbox: 0.1042, loss: 0.3034, grad_norm: 6.1258
2022-06-20 16:19:45,450 - mmdet - INFO - Epoch [4][1450/5863] lr: 2.376e-06, eta: 4:55:27, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0510, loss_cls: 0.1102, acc: 95.7773, loss_bbox: 0.0987, loss: 0.2846, grad_norm: 5.3860
2022-06-20 16:20:02,281 - mmdet - INFO - Epoch [4][1500/5863] lr: 2.376e-06, eta: 4:55:09, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0278, loss_cls: 0.0946, acc: 96.4180, loss_bbox: 0.1002, loss: 0.2327, grad_norm: 4.8241
2022-06-20 16:20:19,106 - mmdet - INFO - Epoch [4][1550/5863] lr: 2.376e-06, eta: 4:54:50, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0453, loss_cls: 0.0842, acc: 96.7520, loss_bbox: 0.0908, loss: 0.2308, grad_norm: 4.2394
2022-06-20 16:20:35,965 - mmdet - INFO - Epoch [4][1600/5863] lr: 2.376e-06, eta: 4:54:32, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0542, loss_cls: 0.0886, acc: 96.5098, loss_bbox: 0.1200, loss: 0.2766, grad_norm: 5.0665
2022-06-20 16:20:56,181 - mmdet - INFO - Epoch [4][1650/5863] lr: 2.376e-06, eta: 4:54:22, time: 0.404, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0408, loss_cls: 0.0969, acc: 96.1562, loss_bbox: 0.1156, loss: 0.2705, grad_norm: 5.1206
2022-06-20 16:21:12,974 - mmdet - INFO - Epoch [4][1700/5863] lr: 2.376e-06, eta: 4:54:04, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0431, loss_cls: 0.1219, acc: 95.5684, loss_bbox: 0.1095, loss: 0.2905, grad_norm: 5.5958
2022-06-20 16:21:29,900 - mmdet - INFO - Epoch [4][1750/5863] lr: 2.376e-06, eta: 4:53:46, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0416, loss_cls: 0.0992, acc: 96.1328, loss_bbox: 0.0969, loss: 0.2536, grad_norm: 5.0493
2022-06-20 16:21:46,958 - mmdet - INFO - Epoch [4][1800/5863] lr: 2.376e-06, eta: 4:53:28, time: 0.341, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0306, loss_cls: 0.0908, acc: 96.4375, loss_bbox: 0.0949, loss: 0.2297, grad_norm: 4.8820
2022-06-20 16:22:03,669 - mmdet - INFO - Epoch [4][1850/5863] lr: 2.376e-06, eta: 4:53:09, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0346, loss_cls: 0.1020, acc: 95.8848, loss_bbox: 0.1115, loss: 0.2610, grad_norm: 5.2787
2022-06-20 16:22:20,352 - mmdet - INFO - Epoch [4][1900/5863] lr: 2.376e-06, eta: 4:52:50, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0420, loss_cls: 0.0967, acc: 96.3750, loss_bbox: 0.0986, loss: 0.2538, grad_norm: 5.2466
2022-06-20 16:22:37,058 - mmdet - INFO - Epoch [4][1950/5863] lr: 2.376e-06, eta: 4:52:32, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0416, loss_cls: 0.0857, acc: 96.7246, loss_bbox: 0.0859, loss: 0.2256, grad_norm: 4.5239
2022-06-20 16:22:53,894 - mmdet - INFO - Epoch [4][2000/5863] lr: 2.376e-06, eta: 4:52:13, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0429, loss_cls: 0.0986, acc: 96.3125, loss_bbox: 0.0914, loss: 0.2570, grad_norm: 5.2853
2022-06-20 16:23:10,713 - mmdet - INFO - Epoch [4][2050/5863] lr: 2.376e-06, eta: 4:51:55, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0283, loss_cls: 0.0838, acc: 96.9180, loss_bbox: 0.0867, loss: 0.2126, grad_norm: 5.3784
2022-06-20 16:23:29,073 - mmdet - INFO - Epoch [4][2100/5863] lr: 2.376e-06, eta: 4:51:40, time: 0.367, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0493, loss_cls: 0.1065, acc: 96.0137, loss_bbox: 0.0940, loss: 0.2703, grad_norm: 5.1619
2022-06-20 16:23:45,939 - mmdet - INFO - Epoch [4][2150/5863] lr: 2.376e-06, eta: 4:51:22, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0443, loss_cls: 0.0857, acc: 96.7109, loss_bbox: 0.0940, loss: 0.2394, grad_norm: 4.7046
2022-06-20 16:24:02,894 - mmdet - INFO - Epoch [4][2200/5863] lr: 2.376e-06, eta: 4:51:04, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0402, loss_cls: 0.0874, acc: 96.4453, loss_bbox: 0.1137, loss: 0.2562, grad_norm: 5.0232
2022-06-20 16:24:19,714 - mmdet - INFO - Epoch [4][2250/5863] lr: 2.376e-06, eta: 4:50:45, time: 0.336, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0346, loss_cls: 0.0860, acc: 96.6992, loss_bbox: 0.1185, loss: 0.2521, grad_norm: 5.2580
2022-06-20 16:24:36,478 - mmdet - INFO - Epoch [4][2300/5863] lr: 2.376e-06, eta: 4:50:27, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0328, loss_cls: 0.0954, acc: 96.6426, loss_bbox: 0.0873, loss: 0.2281, grad_norm: 4.8189
2022-06-20 16:24:53,485 - mmdet - INFO - Epoch [4][2350/5863] lr: 2.376e-06, eta: 4:50:09, time: 0.340, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0416, loss_cls: 0.0971, acc: 96.3984, loss_bbox: 0.0903, loss: 0.2444, grad_norm: 5.2084
2022-06-20 16:25:10,555 - mmdet - INFO - Epoch [4][2400/5863] lr: 2.376e-06, eta: 4:49:51, time: 0.341, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0391, loss_cls: 0.0920, acc: 96.4473, loss_bbox: 0.1159, loss: 0.2569, grad_norm: 5.2728
2022-06-20 16:25:27,416 - mmdet - INFO - Epoch [4][2450/5863] lr: 2.376e-06, eta: 4:49:33, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0345, loss_cls: 0.1062, acc: 96.4766, loss_bbox: 0.0960, loss: 0.2467, grad_norm: 5.4128
2022-06-20 16:25:44,313 - mmdet - INFO - Epoch [4][2500/5863] lr: 2.376e-06, eta: 4:49:15, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0416, loss_cls: 0.0935, acc: 96.4746, loss_bbox: 0.0841, loss: 0.2332, grad_norm: 4.9073
2022-06-20 16:26:01,052 - mmdet - INFO - Epoch [4][2550/5863] lr: 2.376e-06, eta: 4:48:56, time: 0.335, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0359, loss_cls: 0.0984, acc: 96.5879, loss_bbox: 0.0810, loss: 0.2329, grad_norm: 4.6788
2022-06-20 16:26:18,032 - mmdet - INFO - Epoch [4][2600/5863] lr: 2.376e-06, eta: 4:48:38, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0350, loss_cls: 0.0857, acc: 96.7891, loss_bbox: 0.0892, loss: 0.2224, grad_norm: 4.8476
2022-06-20 16:26:34,913 - mmdet - INFO - Epoch [4][2650/5863] lr: 2.376e-06, eta: 4:48:20, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0369, loss_cls: 0.0927, acc: 96.5098, loss_bbox: 0.0855, loss: 0.2294, grad_norm: 4.8342
2022-06-20 16:26:51,779 - mmdet - INFO - Epoch [4][2700/5863] lr: 2.376e-06, eta: 4:48:02, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0406, loss_cls: 0.1035, acc: 95.8867, loss_bbox: 0.0996, loss: 0.2622, grad_norm: 5.2862
2022-06-20 16:27:08,559 - mmdet - INFO - Epoch [4][2750/5863] lr: 2.376e-06, eta: 4:47:43, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0105, loss_rpn_bbox: 0.0344, loss_cls: 0.0872, acc: 96.6602, loss_bbox: 0.0923, loss: 0.2245, grad_norm: 4.8333
2022-06-20 16:27:25,330 - mmdet - INFO - Epoch [4][2800/5863] lr: 2.376e-06, eta: 4:47:25, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0303, loss_cls: 0.0894, acc: 96.6152, loss_bbox: 0.0869, loss: 0.2214, grad_norm: 4.7247
2022-06-20 16:27:42,125 - mmdet - INFO - Epoch [4][2850/5863] lr: 2.376e-06, eta: 4:47:07, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0436, loss_cls: 0.0943, acc: 96.3262, loss_bbox: 0.1019, loss: 0.2548, grad_norm: 5.2477
2022-06-20 16:27:58,930 - mmdet - INFO - Epoch [4][2900/5863] lr: 2.376e-06, eta: 4:46:48, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0320, loss_cls: 0.0927, acc: 96.4727, loss_bbox: 0.0894, loss: 0.2269, grad_norm: 4.8988
2022-06-20 16:28:15,864 - mmdet - INFO - Epoch [4][2950/5863] lr: 2.376e-06, eta: 4:46:30, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0401, loss_cls: 0.1077, acc: 96.1230, loss_bbox: 0.1055, loss: 0.2704, grad_norm: 5.2424
2022-06-20 16:28:32,635 - mmdet - INFO - Epoch [4][3000/5863] lr: 2.376e-06, eta: 4:46:12, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0431, loss_cls: 0.0990, acc: 96.2168, loss_bbox: 0.0938, loss: 0.2495, grad_norm: 4.9169
2022-06-20 16:28:49,728 - mmdet - INFO - Epoch [4][3050/5863] lr: 2.376e-06, eta: 4:45:54, time: 0.342, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0455, loss_cls: 0.0974, acc: 96.0527, loss_bbox: 0.0896, loss: 0.2523, grad_norm: 5.3732
2022-06-20 16:29:06,640 - mmdet - INFO - Epoch [4][3100/5863] lr: 2.376e-06, eta: 4:45:36, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0468, loss_cls: 0.1170, acc: 95.4453, loss_bbox: 0.1212, loss: 0.3011, grad_norm: 5.5255
2022-06-20 16:29:23,482 - mmdet - INFO - Epoch [4][3150/5863] lr: 2.376e-06, eta: 4:45:18, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0412, loss_cls: 0.0832, acc: 96.8086, loss_bbox: 0.0932, loss: 0.2348, grad_norm: 4.8993
2022-06-20 16:29:40,452 - mmdet - INFO - Epoch [4][3200/5863] lr: 2.376e-06, eta: 4:45:00, time: 0.339, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0454, loss_cls: 0.0829, acc: 96.8633, loss_bbox: 0.0978, loss: 0.2429, grad_norm: 5.0377
2022-06-20 16:29:57,204 - mmdet - INFO - Epoch [4][3250/5863] lr: 2.376e-06, eta: 4:44:41, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0471, loss_cls: 0.1035, acc: 96.3145, loss_bbox: 0.0910, loss: 0.2577, grad_norm: 5.9245
2022-06-20 16:30:14,127 - mmdet - INFO - Epoch [4][3300/5863] lr: 2.376e-06, eta: 4:44:23, time: 0.338, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0402, loss_cls: 0.1028, acc: 96.2051, loss_bbox: 0.1033, loss: 0.2638, grad_norm: 5.1791
2022-06-20 16:30:31,021 - mmdet - INFO - Epoch [4][3350/5863] lr: 2.376e-06, eta: 4:44:05, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0466, loss_cls: 0.0868, acc: 96.6504, loss_bbox: 0.0825, loss: 0.2336, grad_norm: 4.6106
2022-06-20 16:30:47,930 - mmdet - INFO - Epoch [4][3400/5863] lr: 2.376e-06, eta: 4:43:47, time: 0.338, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0373, loss_cls: 0.0852, acc: 96.6406, loss_bbox: 0.0964, loss: 0.2307, grad_norm: 4.5632
2022-06-20 16:31:05,044 - mmdet - INFO - Epoch [4][3450/5863] lr: 2.376e-06, eta: 4:43:30, time: 0.342, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0421, loss_cls: 0.0827, acc: 96.8691, loss_bbox: 0.0848, loss: 0.2269, grad_norm: 5.0422
2022-06-20 16:31:22,030 - mmdet - INFO - Epoch [4][3500/5863] lr: 2.376e-06, eta: 4:43:12, time: 0.340, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0346, loss_cls: 0.0861, acc: 96.6699, loss_bbox: 0.1042, loss: 0.2380, grad_norm: 5.0263
2022-06-20 16:31:39,028 - mmdet - INFO - Epoch [4][3550/5863] lr: 2.376e-06, eta: 4:42:54, time: 0.340, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0337, loss_cls: 0.0931, acc: 96.6211, loss_bbox: 0.0827, loss: 0.2281, grad_norm: 4.8460
2022-06-20 16:31:55,909 - mmdet - INFO - Epoch [4][3600/5863] lr: 2.376e-06, eta: 4:42:36, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0379, loss_cls: 0.0889, acc: 96.4688, loss_bbox: 0.0992, loss: 0.2450, grad_norm: 4.9173
2022-06-20 16:32:12,921 - mmdet - INFO - Epoch [4][3650/5863] lr: 2.376e-06, eta: 4:42:18, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0351, loss_cls: 0.0864, acc: 96.5703, loss_bbox: 0.0851, loss: 0.2216, grad_norm: 4.6797
2022-06-20 16:32:29,664 - mmdet - INFO - Epoch [4][3700/5863] lr: 2.376e-06, eta: 4:42:00, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0507, loss_cls: 0.1135, acc: 95.7051, loss_bbox: 0.1179, loss: 0.3033, grad_norm: 5.7253
2022-06-20 16:32:46,621 - mmdet - INFO - Epoch [4][3750/5863] lr: 2.376e-06, eta: 4:41:42, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0445, loss_cls: 0.0824, acc: 96.8711, loss_bbox: 0.0859, loss: 0.2259, grad_norm: 5.0817
2022-06-20 16:33:03,407 - mmdet - INFO - Epoch [4][3800/5863] lr: 2.376e-06, eta: 4:41:24, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0308, loss_cls: 0.0918, acc: 96.5723, loss_bbox: 0.1031, loss: 0.2374, grad_norm: 4.8023
2022-06-20 16:33:20,120 - mmdet - INFO - Epoch [4][3850/5863] lr: 2.376e-06, eta: 4:41:05, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0530, loss_cls: 0.0961, acc: 96.2578, loss_bbox: 0.1098, loss: 0.2726, grad_norm: 4.8455
2022-06-20 16:33:36,931 - mmdet - INFO - Epoch [4][3900/5863] lr: 2.376e-06, eta: 4:40:47, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0426, loss_cls: 0.1007, acc: 96.2949, loss_bbox: 0.0947, loss: 0.2527, grad_norm: 5.1553
2022-06-20 16:33:54,148 - mmdet - INFO - Epoch [4][3950/5863] lr: 2.376e-06, eta: 4:40:30, time: 0.344, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0392, loss_cls: 0.1024, acc: 96.2500, loss_bbox: 0.1051, loss: 0.2560, grad_norm: 5.1534
2022-06-20 16:34:13,101 - mmdet - INFO - Epoch [4][4000/5863] lr: 2.376e-06, eta: 4:40:16, time: 0.379, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0328, loss_cls: 0.0900, acc: 96.4492, loss_bbox: 0.1125, loss: 0.2448, grad_norm: 5.0064
2022-06-20 16:34:32,812 - mmdet - INFO - Epoch [4][4050/5863] lr: 2.376e-06, eta: 4:40:05, time: 0.394, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0486, loss_cls: 0.1037, acc: 96.2520, loss_bbox: 0.0944, loss: 0.2638, grad_norm: 5.1983
2022-06-20 16:34:49,701 - mmdet - INFO - Epoch [4][4100/5863] lr: 2.376e-06, eta: 4:39:47, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0470, loss_cls: 0.0989, acc: 96.1934, loss_bbox: 0.1010, loss: 0.2651, grad_norm: 5.5287
2022-06-20 16:35:06,725 - mmdet - INFO - Epoch [4][4150/5863] lr: 2.376e-06, eta: 4:39:29, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0362, loss_cls: 0.0874, acc: 96.5742, loss_bbox: 0.0911, loss: 0.2262, grad_norm: 4.7676
2022-06-20 16:35:23,695 - mmdet - INFO - Epoch [4][4200/5863] lr: 2.376e-06, eta: 4:39:11, time: 0.339, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0394, loss_cls: 0.0931, acc: 96.4961, loss_bbox: 0.0980, loss: 0.2454, grad_norm: 5.0147
2022-06-20 16:35:40,516 - mmdet - INFO - Epoch [4][4250/5863] lr: 2.376e-06, eta: 4:38:53, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0360, loss_cls: 0.0950, acc: 96.2598, loss_bbox: 0.1097, loss: 0.2504, grad_norm: 5.1720
2022-06-20 16:35:57,381 - mmdet - INFO - Epoch [4][4300/5863] lr: 2.376e-06, eta: 4:38:35, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0423, loss_cls: 0.0926, acc: 96.7051, loss_bbox: 0.0911, loss: 0.2345, grad_norm: 4.8823
2022-06-20 16:36:14,250 - mmdet - INFO - Epoch [4][4350/5863] lr: 2.376e-06, eta: 4:38:17, time: 0.337, data_time: 0.007, memory: 12744, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0421, loss_cls: 0.0940, acc: 96.2520, loss_bbox: 0.0934, loss: 0.2434, grad_norm: 5.1652
2022-06-20 16:36:31,211 - mmdet - INFO - Epoch [4][4400/5863] lr: 2.376e-06, eta: 4:37:59, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0434, loss_cls: 0.0948, acc: 96.1465, loss_bbox: 0.0993, loss: 0.2528, grad_norm: 5.3326
2022-06-20 16:36:48,121 - mmdet - INFO - Epoch [4][4450/5863] lr: 2.376e-06, eta: 4:37:41, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0414, loss_cls: 0.0832, acc: 97.0078, loss_bbox: 0.0957, loss: 0.2312, grad_norm: 4.4597
2022-06-20 16:37:04,868 - mmdet - INFO - Epoch [4][4500/5863] lr: 2.376e-06, eta: 4:37:22, time: 0.335, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0394, loss_cls: 0.0842, acc: 96.5371, loss_bbox: 0.1058, loss: 0.2387, grad_norm: 5.0679
2022-06-20 16:37:21,628 - mmdet - INFO - Epoch [4][4550/5863] lr: 2.376e-06, eta: 4:37:04, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0338, loss_cls: 0.0914, acc: 96.3125, loss_bbox: 0.0960, loss: 0.2365, grad_norm: 5.2552
2022-06-20 16:37:40,300 - mmdet - INFO - Epoch [4][4600/5863] lr: 2.376e-06, eta: 4:36:50, time: 0.373, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0335, loss_cls: 0.0824, acc: 97.0527, loss_bbox: 0.0839, loss: 0.2154, grad_norm: 4.5751
2022-06-20 16:37:57,201 - mmdet - INFO - Epoch [4][4650/5863] lr: 2.376e-06, eta: 4:36:32, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0101, loss_rpn_bbox: 0.0421, loss_cls: 0.0909, acc: 96.4043, loss_bbox: 0.0854, loss: 0.2286, grad_norm: 5.1210
2022-06-20 16:38:14,053 - mmdet - INFO - Epoch [4][4700/5863] lr: 2.376e-06, eta: 4:36:14, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0523, loss_cls: 0.1095, acc: 95.8066, loss_bbox: 0.1066, loss: 0.2869, grad_norm: 5.4063
2022-06-20 16:38:30,956 - mmdet - INFO - Epoch [4][4750/5863] lr: 2.376e-06, eta: 4:35:56, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0374, loss_cls: 0.0892, acc: 96.5762, loss_bbox: 0.1046, loss: 0.2446, grad_norm: 4.9729
2022-06-20 16:38:47,706 - mmdet - INFO - Epoch [4][4800/5863] lr: 2.376e-06, eta: 4:35:38, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0343, loss_cls: 0.1014, acc: 95.9512, loss_bbox: 0.1096, loss: 0.2560, grad_norm: 5.0402
2022-06-20 16:39:04,493 - mmdet - INFO - Epoch [4][4850/5863] lr: 2.376e-06, eta: 4:35:19, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0262, loss_cls: 0.0846, acc: 96.8359, loss_bbox: 0.0781, loss: 0.2060, grad_norm: 4.3786
2022-06-20 16:39:21,346 - mmdet - INFO - Epoch [4][4900/5863] lr: 2.376e-06, eta: 4:35:01, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0386, loss_cls: 0.0872, acc: 96.5527, loss_bbox: 0.1178, loss: 0.2616, grad_norm: 4.8042
2022-06-20 16:39:38,345 - mmdet - INFO - Epoch [4][4950/5863] lr: 2.376e-06, eta: 4:34:44, time: 0.340, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0410, loss_cls: 0.1142, acc: 96.2852, loss_bbox: 0.1018, loss: 0.2676, grad_norm: 4.8953
2022-06-20 16:39:55,207 - mmdet - INFO - Epoch [4][5000/5863] lr: 2.376e-06, eta: 4:34:26, time: 0.337, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0436, loss_cls: 0.1049, acc: 96.1836, loss_bbox: 0.1049, loss: 0.2656, grad_norm: 4.6796
2022-06-20 16:40:11,973 - mmdet - INFO - Epoch [4][5050/5863] lr: 2.376e-06, eta: 4:34:07, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0391, loss_cls: 0.0700, acc: 97.2031, loss_bbox: 0.0816, loss: 0.1977, grad_norm: 3.9705
2022-06-20 16:40:28,692 - mmdet - INFO - Epoch [4][5100/5863] lr: 2.376e-06, eta: 4:33:49, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0346, loss_cls: 0.0922, acc: 96.3047, loss_bbox: 0.0807, loss: 0.2192, grad_norm: 4.8874
2022-06-20 16:40:45,637 - mmdet - INFO - Epoch [4][5150/5863] lr: 2.376e-06, eta: 4:33:31, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0362, loss_cls: 0.0849, acc: 96.5449, loss_bbox: 0.1077, loss: 0.2383, grad_norm: 4.5466
2022-06-20 16:41:07,099 - mmdet - INFO - Epoch [4][5200/5863] lr: 2.376e-06, eta: 4:33:23, time: 0.429, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0404, loss_cls: 0.0910, acc: 96.4961, loss_bbox: 0.1087, loss: 0.2541, grad_norm: 5.1417
2022-06-20 16:41:23,840 - mmdet - INFO - Epoch [4][5250/5863] lr: 2.376e-06, eta: 4:33:05, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0517, loss_cls: 0.0930, acc: 96.4395, loss_bbox: 0.1052, loss: 0.2647, grad_norm: 5.3786
2022-06-20 16:41:40,850 - mmdet - INFO - Epoch [4][5300/5863] lr: 2.376e-06, eta: 4:32:47, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0432, loss_cls: 0.0999, acc: 96.3516, loss_bbox: 0.0921, loss: 0.2529, grad_norm: 5.2362
2022-06-20 16:41:57,618 - mmdet - INFO - Epoch [4][5350/5863] lr: 2.376e-06, eta: 4:32:29, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0437, loss_cls: 0.0936, acc: 96.6660, loss_bbox: 0.1006, loss: 0.2525, grad_norm: 4.7748
2022-06-20 16:42:17,280 - mmdet - INFO - Epoch [4][5400/5863] lr: 2.376e-06, eta: 4:32:16, time: 0.393, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0393, loss_cls: 0.1057, acc: 96.1309, loss_bbox: 0.0894, loss: 0.2465, grad_norm: 5.1249
2022-06-20 16:42:34,073 - mmdet - INFO - Epoch [4][5450/5863] lr: 2.376e-06, eta: 4:31:58, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0358, loss_cls: 0.0949, acc: 96.2227, loss_bbox: 0.1073, loss: 0.2526, grad_norm: 5.3020
2022-06-20 16:42:50,881 - mmdet - INFO - Epoch [4][5500/5863] lr: 2.376e-06, eta: 4:31:40, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0386, loss_cls: 0.0928, acc: 96.4199, loss_bbox: 0.1188, loss: 0.2608, grad_norm: 5.0162
2022-06-20 16:43:07,951 - mmdet - INFO - Epoch [4][5550/5863] lr: 2.376e-06, eta: 4:31:22, time: 0.341, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0357, loss_cls: 0.0850, acc: 96.7285, loss_bbox: 0.0827, loss: 0.2241, grad_norm: 5.2045
2022-06-20 16:43:25,169 - mmdet - INFO - Epoch [4][5600/5863] lr: 2.376e-06, eta: 4:31:05, time: 0.344, data_time: 0.008, memory: 12744, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0408, loss_cls: 0.0928, acc: 96.3086, loss_bbox: 0.0947, loss: 0.2381, grad_norm: 5.0755
2022-06-20 16:43:41,962 - mmdet - INFO - Epoch [4][5650/5863] lr: 2.376e-06, eta: 4:30:47, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0458, loss_cls: 0.1177, acc: 95.8672, loss_bbox: 0.1013, loss: 0.2785, grad_norm: 5.4798
2022-06-20 16:43:58,845 - mmdet - INFO - Epoch [4][5700/5863] lr: 2.376e-06, eta: 4:30:29, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0361, loss_cls: 0.1040, acc: 96.3164, loss_bbox: 0.0971, loss: 0.2495, grad_norm: 5.0049
2022-06-20 16:44:15,798 - mmdet - INFO - Epoch [4][5750/5863] lr: 2.376e-06, eta: 4:30:11, time: 0.339, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0381, loss_cls: 0.1011, acc: 96.2910, loss_bbox: 0.1015, loss: 0.2493, grad_norm: 5.2522
2022-06-20 16:44:32,752 - mmdet - INFO - Epoch [4][5800/5863] lr: 2.376e-06, eta: 4:29:53, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0301, loss_cls: 0.0952, acc: 96.3418, loss_bbox: 0.0923, loss: 0.2282, grad_norm: 4.6775
2022-06-20 16:44:52,305 - mmdet - INFO - Epoch [4][5850/5863] lr: 2.376e-06, eta: 4:29:41, time: 0.391, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0520, loss_cls: 0.0957, acc: 96.1504, loss_bbox: 0.0955, loss: 0.2619, grad_norm: 5.5218
2022-06-20 16:44:57,029 - mmdet - INFO - Saving checkpoint at 4 epochs
2022-06-20 16:45:44,009 - mmdet - INFO - Epoch [5][50/5863] lr: 2.376e-06, eta: 4:30:05, time: 0.895, data_time: 0.563, memory: 12744, loss_rpn_cls: 0.0101, loss_rpn_bbox: 0.0274, loss_cls: 0.0796, acc: 96.7598, loss_bbox: 0.0852, loss: 0.2024, grad_norm: 4.5210
2022-06-20 16:46:00,871 - mmdet - INFO - Epoch [5][100/5863] lr: 2.376e-06, eta: 4:29:47, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0271, loss_cls: 0.0840, acc: 96.7500, loss_bbox: 0.0950, loss: 0.2164, grad_norm: 4.6635
2022-06-20 16:46:17,720 - mmdet - INFO - Epoch [5][150/5863] lr: 2.376e-06, eta: 4:29:29, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0439, loss_cls: 0.0847, acc: 96.7266, loss_bbox: 0.0840, loss: 0.2205, grad_norm: 5.1604
2022-06-20 16:46:34,562 - mmdet - INFO - Epoch [5][200/5863] lr: 2.376e-06, eta: 4:29:10, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0479, loss_cls: 0.1027, acc: 95.9395, loss_bbox: 0.1187, loss: 0.2830, grad_norm: 5.5911
2022-06-20 16:46:51,196 - mmdet - INFO - Epoch [5][250/5863] lr: 2.376e-06, eta: 4:28:52, time: 0.333, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0370, loss_cls: 0.0998, acc: 96.3086, loss_bbox: 0.1145, loss: 0.2649, grad_norm: 4.5711
2022-06-20 16:47:08,072 - mmdet - INFO - Epoch [5][300/5863] lr: 2.376e-06, eta: 4:28:34, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0380, loss_cls: 0.0812, acc: 96.7129, loss_bbox: 0.0841, loss: 0.2162, grad_norm: 5.1201
2022-06-20 16:47:24,732 - mmdet - INFO - Epoch [5][350/5863] lr: 2.376e-06, eta: 4:28:15, time: 0.333, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0384, loss_cls: 0.0856, acc: 96.6230, loss_bbox: 0.0892, loss: 0.2223, grad_norm: 5.1202
2022-06-20 16:47:41,683 - mmdet - INFO - Epoch [5][400/5863] lr: 2.376e-06, eta: 4:27:57, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0400, loss_cls: 0.0999, acc: 96.1680, loss_bbox: 0.1005, loss: 0.2542, grad_norm: 5.3986
2022-06-20 16:47:58,598 - mmdet - INFO - Epoch [5][450/5863] lr: 2.376e-06, eta: 4:27:39, time: 0.338, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0475, loss_cls: 0.0968, acc: 96.2617, loss_bbox: 0.1104, loss: 0.2678, grad_norm: 4.8043
2022-06-20 16:48:15,309 - mmdet - INFO - Epoch [5][500/5863] lr: 2.376e-06, eta: 4:27:21, time: 0.334, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0429, loss_cls: 0.0946, acc: 96.3340, loss_bbox: 0.1193, loss: 0.2705, grad_norm: 5.1444
2022-06-20 16:48:31,933 - mmdet - INFO - Epoch [5][550/5863] lr: 2.376e-06, eta: 4:27:02, time: 0.332, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0334, loss_cls: 0.0964, acc: 96.1465, loss_bbox: 0.1031, loss: 0.2436, grad_norm: 5.2337
2022-06-20 16:48:48,641 - mmdet - INFO - Epoch [5][600/5863] lr: 2.376e-06, eta: 4:26:44, time: 0.334, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0442, loss_cls: 0.0992, acc: 96.1445, loss_bbox: 0.1129, loss: 0.2681, grad_norm: 4.8920
2022-06-20 16:49:05,424 - mmdet - INFO - Epoch [5][650/5863] lr: 2.376e-06, eta: 4:26:26, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0552, loss_cls: 0.0932, acc: 96.3086, loss_bbox: 0.1176, loss: 0.2818, grad_norm: 4.7192
2022-06-20 16:49:22,324 - mmdet - INFO - Epoch [5][700/5863] lr: 2.376e-06, eta: 4:26:08, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0372, loss_cls: 0.0921, acc: 96.4824, loss_bbox: 0.0860, loss: 0.2260, grad_norm: 4.7602
2022-06-20 16:49:39,176 - mmdet - INFO - Epoch [5][750/5863] lr: 2.376e-06, eta: 4:25:50, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0307, loss_cls: 0.0827, acc: 96.8359, loss_bbox: 0.1080, loss: 0.2321, grad_norm: 4.1433
2022-06-20 16:49:55,961 - mmdet - INFO - Epoch [5][800/5863] lr: 2.376e-06, eta: 4:25:31, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0101, loss_rpn_bbox: 0.0448, loss_cls: 0.1016, acc: 96.0801, loss_bbox: 0.1097, loss: 0.2662, grad_norm: 5.5788
2022-06-20 16:50:12,707 - mmdet - INFO - Epoch [5][850/5863] lr: 2.376e-06, eta: 4:25:13, time: 0.335, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0392, loss_cls: 0.1011, acc: 96.0996, loss_bbox: 0.1046, loss: 0.2619, grad_norm: 5.6842
2022-06-20 16:50:29,675 - mmdet - INFO - Epoch [5][900/5863] lr: 2.376e-06, eta: 4:24:55, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0382, loss_cls: 0.0855, acc: 96.5996, loss_bbox: 0.0991, loss: 0.2320, grad_norm: 4.8274
2022-06-20 16:50:46,454 - mmdet - INFO - Epoch [5][950/5863] lr: 2.376e-06, eta: 4:24:37, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0395, loss_cls: 0.0929, acc: 96.3652, loss_bbox: 0.0917, loss: 0.2369, grad_norm: 4.6663
2022-06-20 16:51:03,349 - mmdet - INFO - Epoch [5][1000/5863] lr: 2.376e-06, eta: 4:24:19, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0385, loss_cls: 0.0903, acc: 96.5898, loss_bbox: 0.0958, loss: 0.2360, grad_norm: 4.8467
2022-06-20 16:51:20,207 - mmdet - INFO - Epoch [5][1050/5863] lr: 2.376e-06, eta: 4:24:01, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0472, loss_cls: 0.0935, acc: 96.3320, loss_bbox: 0.0844, loss: 0.2371, grad_norm: 5.0526
2022-06-20 16:51:37,097 - mmdet - INFO - Epoch [5][1100/5863] lr: 2.376e-06, eta: 4:23:43, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0349, loss_cls: 0.1040, acc: 96.4609, loss_bbox: 0.0856, loss: 0.2358, grad_norm: 4.8456
2022-06-20 16:51:53,837 - mmdet - INFO - Epoch [5][1150/5863] lr: 2.376e-06, eta: 4:23:25, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0537, loss_cls: 0.0912, acc: 96.3223, loss_bbox: 0.1035, loss: 0.2603, grad_norm: 5.1768
2022-06-20 16:52:10,675 - mmdet - INFO - Epoch [5][1200/5863] lr: 2.376e-06, eta: 4:23:07, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0326, loss_cls: 0.0905, acc: 96.5156, loss_bbox: 0.0964, loss: 0.2339, grad_norm: 4.7734
2022-06-20 16:52:27,534 - mmdet - INFO - Epoch [5][1250/5863] lr: 2.376e-06, eta: 4:22:49, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0421, loss_cls: 0.0901, acc: 96.5508, loss_bbox: 0.0822, loss: 0.2249, grad_norm: 4.7836
2022-06-20 16:52:44,447 - mmdet - INFO - Epoch [5][1300/5863] lr: 2.376e-06, eta: 4:22:31, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0379, loss_cls: 0.0929, acc: 96.5078, loss_bbox: 0.0876, loss: 0.2303, grad_norm: 5.1339
2022-06-20 16:53:01,280 - mmdet - INFO - Epoch [5][1350/5863] lr: 2.376e-06, eta: 4:22:13, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0361, loss_cls: 0.0888, acc: 96.4648, loss_bbox: 0.1028, loss: 0.2359, grad_norm: 5.1587
2022-06-20 16:53:18,317 - mmdet - INFO - Epoch [5][1400/5863] lr: 2.376e-06, eta: 4:21:55, time: 0.341, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0388, loss_cls: 0.1059, acc: 95.9883, loss_bbox: 0.1069, loss: 0.2631, grad_norm: 4.8443
2022-06-20 16:53:35,112 - mmdet - INFO - Epoch [5][1450/5863] lr: 2.376e-06, eta: 4:21:37, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0631, loss_cls: 0.0995, acc: 96.1680, loss_bbox: 0.1055, loss: 0.2839, grad_norm: 5.5672
2022-06-20 16:53:52,004 - mmdet - INFO - Epoch [5][1500/5863] lr: 2.376e-06, eta: 4:21:19, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0266, loss_cls: 0.0926, acc: 96.3789, loss_bbox: 0.0937, loss: 0.2221, grad_norm: 4.5140
2022-06-20 16:54:08,884 - mmdet - INFO - Epoch [5][1550/5863] lr: 2.376e-06, eta: 4:21:01, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0505, loss_cls: 0.0925, acc: 96.4395, loss_bbox: 0.1064, loss: 0.2644, grad_norm: 5.4153
2022-06-20 16:54:25,749 - mmdet - INFO - Epoch [5][1600/5863] lr: 2.376e-06, eta: 4:20:43, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0345, loss_cls: 0.0886, acc: 96.6680, loss_bbox: 0.0820, loss: 0.2180, grad_norm: 4.5455
2022-06-20 16:54:42,790 - mmdet - INFO - Epoch [5][1650/5863] lr: 2.376e-06, eta: 4:20:25, time: 0.341, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0289, loss_cls: 0.0799, acc: 96.8984, loss_bbox: 0.0936, loss: 0.2112, grad_norm: 4.0186
2022-06-20 16:54:59,749 - mmdet - INFO - Epoch [5][1700/5863] lr: 2.376e-06, eta: 4:20:07, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0541, loss_cls: 0.0894, acc: 96.5605, loss_bbox: 0.0787, loss: 0.2343, grad_norm: 4.8540
2022-06-20 16:55:16,583 - mmdet - INFO - Epoch [5][1750/5863] lr: 2.376e-06, eta: 4:19:49, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0241, loss_cls: 0.0753, acc: 97.0957, loss_bbox: 0.0819, loss: 0.1898, grad_norm: 4.2253
2022-06-20 16:55:33,655 - mmdet - INFO - Epoch [5][1800/5863] lr: 2.376e-06, eta: 4:19:32, time: 0.341, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0513, loss_cls: 0.1020, acc: 96.0898, loss_bbox: 0.1084, loss: 0.2771, grad_norm: 6.0927
2022-06-20 16:55:50,573 - mmdet - INFO - Epoch [5][1850/5863] lr: 2.376e-06, eta: 4:19:14, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0396, loss_cls: 0.0942, acc: 96.4492, loss_bbox: 0.0927, loss: 0.2386, grad_norm: 4.9215
2022-06-20 16:56:07,561 - mmdet - INFO - Epoch [5][1900/5863] lr: 2.376e-06, eta: 4:18:56, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0541, loss_cls: 0.1025, acc: 96.0527, loss_bbox: 0.0911, loss: 0.2617, grad_norm: 4.9662
2022-06-20 16:56:24,546 - mmdet - INFO - Epoch [5][1950/5863] lr: 2.376e-06, eta: 4:18:38, time: 0.340, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0442, loss_cls: 0.1018, acc: 96.1914, loss_bbox: 0.1071, loss: 0.2658, grad_norm: 5.4249
2022-06-20 16:56:41,741 - mmdet - INFO - Epoch [5][2000/5863] lr: 2.376e-06, eta: 4:18:21, time: 0.344, data_time: 0.007, memory: 12744, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0596, loss_cls: 0.0918, acc: 96.5469, loss_bbox: 0.0967, loss: 0.2638, grad_norm: 5.7836
2022-06-20 16:56:58,662 - mmdet - INFO - Epoch [5][2050/5863] lr: 2.376e-06, eta: 4:18:03, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0375, loss_cls: 0.0944, acc: 96.2949, loss_bbox: 0.1142, loss: 0.2585, grad_norm: 4.8581
2022-06-20 16:57:16,951 - mmdet - INFO - Epoch [5][2100/5863] lr: 2.376e-06, eta: 4:17:48, time: 0.366, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0306, loss_cls: 0.1128, acc: 95.7363, loss_bbox: 0.1087, loss: 0.2663, grad_norm: 5.1145
2022-06-20 16:57:34,314 - mmdet - INFO - Epoch [5][2150/5863] lr: 2.376e-06, eta: 4:17:31, time: 0.347, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0529, loss_cls: 0.1001, acc: 96.1934, loss_bbox: 0.1089, loss: 0.2769, grad_norm: 5.7852
2022-06-20 16:57:51,186 - mmdet - INFO - Epoch [5][2200/5863] lr: 2.376e-06, eta: 4:17:13, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0396, loss_cls: 0.0853, acc: 96.7480, loss_bbox: 0.0820, loss: 0.2178, grad_norm: 4.5848
2022-06-20 16:58:10,698 - mmdet - INFO - Epoch [5][2250/5863] lr: 2.376e-06, eta: 4:16:59, time: 0.390, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0531, loss_cls: 0.0829, acc: 96.6855, loss_bbox: 0.0820, loss: 0.2327, grad_norm: 4.9985
2022-06-20 16:58:27,414 - mmdet - INFO - Epoch [5][2300/5863] lr: 2.376e-06, eta: 4:16:41, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0435, loss_cls: 0.0738, acc: 97.1836, loss_bbox: 0.0766, loss: 0.2041, grad_norm: 4.7288
2022-06-20 16:58:44,172 - mmdet - INFO - Epoch [5][2350/5863] lr: 2.376e-06, eta: 4:16:23, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0297, loss_cls: 0.0858, acc: 96.8105, loss_bbox: 0.0845, loss: 0.2131, grad_norm: 4.7801
2022-06-20 16:59:01,036 - mmdet - INFO - Epoch [5][2400/5863] lr: 2.376e-06, eta: 4:16:05, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0377, loss_cls: 0.0896, acc: 96.5098, loss_bbox: 0.0818, loss: 0.2206, grad_norm: 5.2949
2022-06-20 16:59:17,923 - mmdet - INFO - Epoch [5][2450/5863] lr: 2.376e-06, eta: 4:15:47, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0348, loss_cls: 0.0726, acc: 97.2188, loss_bbox: 0.0739, loss: 0.1907, grad_norm: 4.3368
2022-06-20 16:59:34,620 - mmdet - INFO - Epoch [5][2500/5863] lr: 2.376e-06, eta: 4:15:29, time: 0.334, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0349, loss_cls: 0.0809, acc: 96.8594, loss_bbox: 0.0693, loss: 0.1966, grad_norm: 4.4691
2022-06-20 16:59:51,358 - mmdet - INFO - Epoch [5][2550/5863] lr: 2.376e-06, eta: 4:15:11, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0339, loss_cls: 0.0880, acc: 96.5195, loss_bbox: 0.0897, loss: 0.2233, grad_norm: 4.2759
2022-06-20 17:00:08,302 - mmdet - INFO - Epoch [5][2600/5863] lr: 2.376e-06, eta: 4:14:53, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0295, loss_cls: 0.0822, acc: 97.0059, loss_bbox: 0.0819, loss: 0.2053, grad_norm: 4.4347
2022-06-20 17:00:25,118 - mmdet - INFO - Epoch [5][2650/5863] lr: 2.376e-06, eta: 4:14:35, time: 0.336, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0468, loss_cls: 0.0904, acc: 96.4805, loss_bbox: 0.1029, loss: 0.2525, grad_norm: 5.7434
2022-06-20 17:00:41,919 - mmdet - INFO - Epoch [5][2700/5863] lr: 2.376e-06, eta: 4:14:17, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0527, loss_cls: 0.0823, acc: 96.9961, loss_bbox: 0.0979, loss: 0.2438, grad_norm: 4.8442
2022-06-20 17:00:58,737 - mmdet - INFO - Epoch [5][2750/5863] lr: 2.376e-06, eta: 4:13:59, time: 0.336, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0120, loss_rpn_bbox: 0.0415, loss_cls: 0.0932, acc: 96.5762, loss_bbox: 0.0881, loss: 0.2348, grad_norm: 5.0271
2022-06-20 17:01:15,556 - mmdet - INFO - Epoch [5][2800/5863] lr: 2.376e-06, eta: 4:13:41, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0442, loss_cls: 0.0955, acc: 96.4961, loss_bbox: 0.0986, loss: 0.2561, grad_norm: 4.5960
2022-06-20 17:01:32,556 - mmdet - INFO - Epoch [5][2850/5863] lr: 2.376e-06, eta: 4:13:23, time: 0.340, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0112, loss_rpn_bbox: 0.0350, loss_cls: 0.0845, acc: 96.7715, loss_bbox: 0.0843, loss: 0.2150, grad_norm: 4.7146
2022-06-20 17:01:49,507 - mmdet - INFO - Epoch [5][2900/5863] lr: 2.376e-06, eta: 4:13:05, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0405, loss_cls: 0.0936, acc: 96.5117, loss_bbox: 0.0907, loss: 0.2465, grad_norm: 5.0879
2022-06-20 17:02:06,417 - mmdet - INFO - Epoch [5][2950/5863] lr: 2.376e-06, eta: 4:12:48, time: 0.338, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0444, loss_cls: 0.0934, acc: 96.4492, loss_bbox: 0.0907, loss: 0.2411, grad_norm: 4.7713
2022-06-20 17:02:26,213 - mmdet - INFO - Epoch [5][3000/5863] lr: 2.376e-06, eta: 4:12:35, time: 0.396, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0316, loss_cls: 0.0811, acc: 96.8594, loss_bbox: 0.0814, loss: 0.2047, grad_norm: 4.5487
2022-06-20 17:02:43,030 - mmdet - INFO - Epoch [5][3050/5863] lr: 2.376e-06, eta: 4:12:17, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0358, loss_cls: 0.0896, acc: 96.6680, loss_bbox: 0.0908, loss: 0.2342, grad_norm: 4.9218
2022-06-20 17:03:01,972 - mmdet - INFO - Epoch [5][3100/5863] lr: 2.376e-06, eta: 4:12:02, time: 0.379, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0418, loss_cls: 0.0861, acc: 96.6504, loss_bbox: 0.1040, loss: 0.2470, grad_norm: 4.5935
2022-06-20 17:03:19,105 - mmdet - INFO - Epoch [5][3150/5863] lr: 2.376e-06, eta: 4:11:45, time: 0.343, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0374, loss_cls: 0.1055, acc: 96.1328, loss_bbox: 0.0937, loss: 0.2509, grad_norm: 5.5009
2022-06-20 17:03:39,609 - mmdet - INFO - Epoch [5][3200/5863] lr: 2.376e-06, eta: 4:11:33, time: 0.410, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0540, loss_cls: 0.0866, acc: 96.6758, loss_bbox: 0.0756, loss: 0.2278, grad_norm: 4.4791
2022-06-20 17:03:56,545 - mmdet - INFO - Epoch [5][3250/5863] lr: 2.376e-06, eta: 4:11:15, time: 0.339, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0283, loss_cls: 0.0833, acc: 96.7090, loss_bbox: 0.1124, loss: 0.2353, grad_norm: 4.6255
2022-06-20 17:04:13,278 - mmdet - INFO - Epoch [5][3300/5863] lr: 2.376e-06, eta: 4:10:57, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0369, loss_cls: 0.0744, acc: 97.1035, loss_bbox: 0.1023, loss: 0.2241, grad_norm: 4.8275
2022-06-20 17:04:30,088 - mmdet - INFO - Epoch [5][3350/5863] lr: 2.376e-06, eta: 4:10:39, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0259, loss_cls: 0.0765, acc: 97.1484, loss_bbox: 0.0762, loss: 0.1889, grad_norm: 4.3123
2022-06-20 17:04:46,870 - mmdet - INFO - Epoch [5][3400/5863] lr: 2.376e-06, eta: 4:10:21, time: 0.336, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0385, loss_cls: 0.0916, acc: 96.6348, loss_bbox: 0.0921, loss: 0.2333, grad_norm: 4.9987
2022-06-20 17:05:03,655 - mmdet - INFO - Epoch [5][3450/5863] lr: 2.376e-06, eta: 4:10:03, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0286, loss_cls: 0.0762, acc: 97.0508, loss_bbox: 0.0724, loss: 0.1935, grad_norm: 4.6088
2022-06-20 17:05:21,522 - mmdet - INFO - Epoch [5][3500/5863] lr: 2.376e-06, eta: 4:09:46, time: 0.357, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0089, loss_rpn_bbox: 0.0283, loss_cls: 0.0792, acc: 96.9043, loss_bbox: 0.0786, loss: 0.1951, grad_norm: 4.6060
2022-06-20 17:05:38,215 - mmdet - INFO - Epoch [5][3550/5863] lr: 2.376e-06, eta: 4:09:28, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0462, loss_cls: 0.0956, acc: 96.4199, loss_bbox: 0.0803, loss: 0.2434, grad_norm: 4.9670
2022-06-20 17:05:57,794 - mmdet - INFO - Epoch [5][3600/5863] lr: 2.376e-06, eta: 4:09:15, time: 0.392, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0441, loss_cls: 0.0990, acc: 96.1035, loss_bbox: 0.0992, loss: 0.2572, grad_norm: 5.5920
2022-06-20 17:06:14,684 - mmdet - INFO - Epoch [5][3650/5863] lr: 2.376e-06, eta: 4:08:57, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0578, loss_cls: 0.0923, acc: 96.4746, loss_bbox: 0.0822, loss: 0.2431, grad_norm: 5.0122
2022-06-20 17:06:31,606 - mmdet - INFO - Epoch [5][3700/5863] lr: 2.376e-06, eta: 4:08:39, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0315, loss_cls: 0.0912, acc: 96.3848, loss_bbox: 0.1046, loss: 0.2362, grad_norm: 4.9346
2022-06-20 17:06:48,326 - mmdet - INFO - Epoch [5][3750/5863] lr: 2.376e-06, eta: 4:08:21, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0419, loss_cls: 0.1023, acc: 96.0820, loss_bbox: 0.0942, loss: 0.2513, grad_norm: 4.8550
2022-06-20 17:07:05,164 - mmdet - INFO - Epoch [5][3800/5863] lr: 2.376e-06, eta: 4:08:03, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0328, loss_cls: 0.0849, acc: 96.8965, loss_bbox: 0.0794, loss: 0.2070, grad_norm: 4.5093
2022-06-20 17:07:21,965 - mmdet - INFO - Epoch [5][3850/5863] lr: 2.376e-06, eta: 4:07:45, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0413, loss_cls: 0.0975, acc: 96.2910, loss_bbox: 0.1050, loss: 0.2575, grad_norm: 4.9954
2022-06-20 17:07:38,863 - mmdet - INFO - Epoch [5][3900/5863] lr: 2.376e-06, eta: 4:07:27, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0452, loss_cls: 0.0961, acc: 96.3242, loss_bbox: 0.1000, loss: 0.2565, grad_norm: 5.1277
2022-06-20 17:07:55,617 - mmdet - INFO - Epoch [5][3950/5863] lr: 2.376e-06, eta: 4:07:09, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0331, loss_cls: 0.1108, acc: 96.3691, loss_bbox: 0.0889, loss: 0.2414, grad_norm: 4.5092
2022-06-20 17:08:12,381 - mmdet - INFO - Epoch [5][4000/5863] lr: 2.376e-06, eta: 4:06:51, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0258, loss_cls: 0.0854, acc: 96.6973, loss_bbox: 0.0830, loss: 0.2070, grad_norm: 4.8793
2022-06-20 17:08:29,132 - mmdet - INFO - Epoch [5][4050/5863] lr: 2.376e-06, eta: 4:06:33, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0382, loss_cls: 0.0885, acc: 96.5098, loss_bbox: 0.0911, loss: 0.2323, grad_norm: 4.6238
2022-06-20 17:08:46,104 - mmdet - INFO - Epoch [5][4100/5863] lr: 2.376e-06, eta: 4:06:15, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0394, loss_cls: 0.0750, acc: 97.0957, loss_bbox: 0.0894, loss: 0.2134, grad_norm: 4.5390
2022-06-20 17:09:02,888 - mmdet - INFO - Epoch [5][4150/5863] lr: 2.376e-06, eta: 4:05:57, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0305, loss_cls: 0.1094, acc: 95.8027, loss_bbox: 0.1075, loss: 0.2583, grad_norm: 5.4352
2022-06-20 17:09:19,691 - mmdet - INFO - Epoch [5][4200/5863] lr: 2.376e-06, eta: 4:05:39, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0333, loss_cls: 0.0892, acc: 96.5215, loss_bbox: 0.0846, loss: 0.2187, grad_norm: 4.3522
2022-06-20 17:09:36,537 - mmdet - INFO - Epoch [5][4250/5863] lr: 2.376e-06, eta: 4:05:21, time: 0.337, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0362, loss_cls: 0.0794, acc: 96.8906, loss_bbox: 0.0817, loss: 0.2060, grad_norm: 4.4826
2022-06-20 17:09:53,229 - mmdet - INFO - Epoch [5][4300/5863] lr: 2.376e-06, eta: 4:05:03, time: 0.334, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0112, loss_rpn_bbox: 0.0316, loss_cls: 0.0995, acc: 96.0918, loss_bbox: 0.0912, loss: 0.2335, grad_norm: 5.0485
2022-06-20 17:10:09,981 - mmdet - INFO - Epoch [5][4350/5863] lr: 2.376e-06, eta: 4:04:45, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0507, loss_cls: 0.0985, acc: 96.3926, loss_bbox: 0.0933, loss: 0.2577, grad_norm: 5.2556
2022-06-20 17:10:26,912 - mmdet - INFO - Epoch [5][4400/5863] lr: 2.376e-06, eta: 4:04:27, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0319, loss_cls: 0.0961, acc: 96.3965, loss_bbox: 0.0880, loss: 0.2299, grad_norm: 4.9452
2022-06-20 17:10:43,689 - mmdet - INFO - Epoch [5][4450/5863] lr: 2.376e-06, eta: 4:04:09, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0120, loss_rpn_bbox: 0.0363, loss_cls: 0.1006, acc: 96.3555, loss_bbox: 0.1124, loss: 0.2613, grad_norm: 5.1928
2022-06-20 17:11:00,378 - mmdet - INFO - Epoch [5][4500/5863] lr: 2.376e-06, eta: 4:03:51, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0332, loss_cls: 0.0875, acc: 96.7129, loss_bbox: 0.0788, loss: 0.2089, grad_norm: 4.5253
2022-06-20 17:11:17,117 - mmdet - INFO - Epoch [5][4550/5863] lr: 2.376e-06, eta: 4:03:33, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0112, loss_rpn_bbox: 0.0269, loss_cls: 0.0941, acc: 96.3887, loss_bbox: 0.0913, loss: 0.2236, grad_norm: 4.5438
2022-06-20 17:11:33,821 - mmdet - INFO - Epoch [5][4600/5863] lr: 2.376e-06, eta: 4:03:15, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0317, loss_cls: 0.0862, acc: 96.6035, loss_bbox: 0.0916, loss: 0.2225, grad_norm: 5.0448
2022-06-20 17:11:50,503 - mmdet - INFO - Epoch [5][4650/5863] lr: 2.376e-06, eta: 4:02:57, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0379, loss_cls: 0.1015, acc: 96.1094, loss_bbox: 0.1039, loss: 0.2549, grad_norm: 4.9599
2022-06-20 17:12:07,306 - mmdet - INFO - Epoch [5][4700/5863] lr: 2.376e-06, eta: 4:02:39, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0311, loss_cls: 0.0873, acc: 96.7695, loss_bbox: 0.0826, loss: 0.2109, grad_norm: 4.4595
2022-06-20 17:12:24,002 - mmdet - INFO - Epoch [5][4750/5863] lr: 2.376e-06, eta: 4:02:21, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0379, loss_cls: 0.0906, acc: 96.4258, loss_bbox: 0.0878, loss: 0.2305, grad_norm: 5.1134
2022-06-20 17:12:40,700 - mmdet - INFO - Epoch [5][4800/5863] lr: 2.376e-06, eta: 4:02:03, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0444, loss_cls: 0.0906, acc: 96.4727, loss_bbox: 0.1005, loss: 0.2516, grad_norm: 4.8453
2022-06-20 17:12:57,353 - mmdet - INFO - Epoch [5][4850/5863] lr: 2.376e-06, eta: 4:01:45, time: 0.333, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0466, loss_cls: 0.0857, acc: 96.6758, loss_bbox: 0.0991, loss: 0.2423, grad_norm: 5.0355
2022-06-20 17:13:14,183 - mmdet - INFO - Epoch [5][4900/5863] lr: 2.376e-06, eta: 4:01:27, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0364, loss_cls: 0.0874, acc: 96.6680, loss_bbox: 0.1022, loss: 0.2344, grad_norm: 4.6636
2022-06-20 17:13:31,362 - mmdet - INFO - Epoch [5][4950/5863] lr: 2.376e-06, eta: 4:01:10, time: 0.344, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0332, loss_cls: 0.0880, acc: 96.7363, loss_bbox: 0.0833, loss: 0.2178, grad_norm: 4.4798
2022-06-20 17:13:48,368 - mmdet - INFO - Epoch [5][5000/5863] lr: 2.376e-06, eta: 4:00:52, time: 0.340, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0417, loss_cls: 0.0905, acc: 96.5059, loss_bbox: 0.0991, loss: 0.2397, grad_norm: 4.6949
2022-06-20 17:14:05,049 - mmdet - INFO - Epoch [5][5050/5863] lr: 2.376e-06, eta: 4:00:34, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0468, loss_cls: 0.0964, acc: 96.2422, loss_bbox: 0.0942, loss: 0.2514, grad_norm: 5.5156
2022-06-20 17:14:21,985 - mmdet - INFO - Epoch [5][5100/5863] lr: 2.376e-06, eta: 4:00:16, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0446, loss_cls: 0.0854, acc: 96.7402, loss_bbox: 0.1149, loss: 0.2585, grad_norm: 5.5712
2022-06-20 17:14:38,838 - mmdet - INFO - Epoch [5][5150/5863] lr: 2.376e-06, eta: 3:59:58, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0464, loss_cls: 0.0841, acc: 96.8164, loss_bbox: 0.1065, loss: 0.2541, grad_norm: 4.5525
2022-06-20 17:14:55,517 - mmdet - INFO - Epoch [5][5200/5863] lr: 2.376e-06, eta: 3:59:40, time: 0.334, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0432, loss_cls: 0.0832, acc: 96.9199, loss_bbox: 0.0775, loss: 0.2192, grad_norm: 4.4622
2022-06-20 17:15:12,282 - mmdet - INFO - Epoch [5][5250/5863] lr: 2.376e-06, eta: 3:59:22, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0431, loss_cls: 0.0814, acc: 96.8535, loss_bbox: 0.0934, loss: 0.2298, grad_norm: 4.5370
2022-06-20 17:15:29,119 - mmdet - INFO - Epoch [5][5300/5863] lr: 2.376e-06, eta: 3:59:05, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0514, loss_cls: 0.0901, acc: 96.3457, loss_bbox: 0.0838, loss: 0.2381, grad_norm: 4.9276
2022-06-20 17:15:45,787 - mmdet - INFO - Epoch [5][5350/5863] lr: 2.376e-06, eta: 3:58:47, time: 0.333, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0331, loss_cls: 0.1082, acc: 96.0547, loss_bbox: 0.1000, loss: 0.2521, grad_norm: 5.9410
2022-06-20 17:16:02,608 - mmdet - INFO - Epoch [5][5400/5863] lr: 2.376e-06, eta: 3:58:29, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0294, loss_cls: 0.0915, acc: 96.6406, loss_bbox: 0.0927, loss: 0.2208, grad_norm: 4.7095
2022-06-20 17:16:19,484 - mmdet - INFO - Epoch [5][5450/5863] lr: 2.376e-06, eta: 3:58:11, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0365, loss_cls: 0.0847, acc: 96.7285, loss_bbox: 0.0940, loss: 0.2277, grad_norm: 4.6157
2022-06-20 17:16:36,150 - mmdet - INFO - Epoch [5][5500/5863] lr: 2.376e-06, eta: 3:57:53, time: 0.333, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0423, loss_cls: 0.1127, acc: 95.7969, loss_bbox: 0.1155, loss: 0.2850, grad_norm: 5.0420
2022-06-20 17:16:52,929 - mmdet - INFO - Epoch [5][5550/5863] lr: 2.376e-06, eta: 3:57:35, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0416, loss_cls: 0.0997, acc: 96.1621, loss_bbox: 0.1054, loss: 0.2622, grad_norm: 5.6981
2022-06-20 17:17:09,664 - mmdet - INFO - Epoch [5][5600/5863] lr: 2.376e-06, eta: 3:57:17, time: 0.335, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0480, loss_cls: 0.1044, acc: 96.2441, loss_bbox: 0.1080, loss: 0.2758, grad_norm: 4.9689
2022-06-20 17:17:26,631 - mmdet - INFO - Epoch [5][5650/5863] lr: 2.376e-06, eta: 3:56:59, time: 0.339, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0120, loss_rpn_bbox: 0.0464, loss_cls: 0.0987, acc: 96.1406, loss_bbox: 0.1123, loss: 0.2694, grad_norm: 5.2815
2022-06-20 17:17:43,343 - mmdet - INFO - Epoch [5][5700/5863] lr: 2.376e-06, eta: 3:56:41, time: 0.334, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0364, loss_cls: 0.0994, acc: 96.3340, loss_bbox: 0.1025, loss: 0.2521, grad_norm: 5.5098
2022-06-20 17:17:59,976 - mmdet - INFO - Epoch [5][5750/5863] lr: 2.376e-06, eta: 3:56:23, time: 0.333, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0203, loss_cls: 0.0749, acc: 97.0840, loss_bbox: 0.0661, loss: 0.1687, grad_norm: 4.2214
2022-06-20 17:18:19,211 - mmdet - INFO - Epoch [5][5800/5863] lr: 2.376e-06, eta: 3:56:09, time: 0.385, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0440, loss_cls: 0.0885, acc: 96.5312, loss_bbox: 0.0763, loss: 0.2221, grad_norm: 5.3265
2022-06-20 17:18:36,159 - mmdet - INFO - Epoch [5][5850/5863] lr: 2.376e-06, eta: 3:55:51, time: 0.339, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0257, loss_cls: 0.0763, acc: 96.9961, loss_bbox: 0.0704, loss: 0.1797, grad_norm: 4.3274
2022-06-20 17:18:44,099 - mmdet - INFO - Saving checkpoint at 5 epochs
2022-06-20 17:19:33,724 - mmdet - INFO - Epoch [6][50/5863] lr: 2.376e-06, eta: 3:56:05, time: 0.948, data_time: 0.588, memory: 12744, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0285, loss_cls: 0.0777, acc: 96.9570, loss_bbox: 0.0798, loss: 0.1924, grad_norm: 4.2560
2022-06-20 17:19:50,598 - mmdet - INFO - Epoch [6][100/5863] lr: 2.376e-06, eta: 3:55:48, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0328, loss_cls: 0.0863, acc: 96.5840, loss_bbox: 0.1131, loss: 0.2412, grad_norm: 4.8462
2022-06-20 17:20:09,917 - mmdet - INFO - Epoch [6][150/5863] lr: 2.376e-06, eta: 3:55:33, time: 0.386, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0456, loss_cls: 0.0779, acc: 96.9590, loss_bbox: 0.0829, loss: 0.2141, grad_norm: 4.8120
2022-06-20 17:20:26,712 - mmdet - INFO - Epoch [6][200/5863] lr: 2.376e-06, eta: 3:55:15, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0498, loss_cls: 0.0925, acc: 96.3867, loss_bbox: 0.0887, loss: 0.2482, grad_norm: 4.8415
2022-06-20 17:20:43,685 - mmdet - INFO - Epoch [6][250/5863] lr: 2.376e-06, eta: 3:54:58, time: 0.339, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0420, loss_cls: 0.0871, acc: 96.5332, loss_bbox: 0.0963, loss: 0.2384, grad_norm: 4.8647
2022-06-20 17:21:00,423 - mmdet - INFO - Epoch [6][300/5863] lr: 2.376e-06, eta: 3:54:40, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0318, loss_cls: 0.0877, acc: 96.5625, loss_bbox: 0.0931, loss: 0.2263, grad_norm: 4.7276
2022-06-20 17:21:17,148 - mmdet - INFO - Epoch [6][350/5863] lr: 2.376e-06, eta: 3:54:21, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0288, loss_cls: 0.0679, acc: 97.3633, loss_bbox: 0.0862, loss: 0.1915, grad_norm: 3.9739
2022-06-20 17:21:34,002 - mmdet - INFO - Epoch [6][400/5863] lr: 2.376e-06, eta: 3:54:04, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0342, loss_cls: 0.0850, acc: 96.6113, loss_bbox: 0.0800, loss: 0.2081, grad_norm: 4.7427
2022-06-20 17:21:50,719 - mmdet - INFO - Epoch [6][450/5863] lr: 2.376e-06, eta: 3:53:46, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0316, loss_cls: 0.0800, acc: 96.9238, loss_bbox: 0.0857, loss: 0.2072, grad_norm: 4.6799
2022-06-20 17:22:07,557 - mmdet - INFO - Epoch [6][500/5863] lr: 2.376e-06, eta: 3:53:28, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0369, loss_cls: 0.0784, acc: 97.0957, loss_bbox: 0.0753, loss: 0.2005, grad_norm: 4.5344
2022-06-20 17:22:24,458 - mmdet - INFO - Epoch [6][550/5863] lr: 2.376e-06, eta: 3:53:10, time: 0.338, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0383, loss_cls: 0.0889, acc: 96.5703, loss_bbox: 0.0962, loss: 0.2350, grad_norm: 4.4595
2022-06-20 17:22:41,452 - mmdet - INFO - Epoch [6][600/5863] lr: 2.376e-06, eta: 3:52:52, time: 0.340, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0344, loss_cls: 0.0823, acc: 96.7227, loss_bbox: 0.0954, loss: 0.2182, grad_norm: 4.2790
2022-06-20 17:22:58,318 - mmdet - INFO - Epoch [6][650/5863] lr: 2.376e-06, eta: 3:52:34, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0314, loss_cls: 0.0833, acc: 96.8203, loss_bbox: 0.0893, loss: 0.2151, grad_norm: 4.6479
2022-06-20 17:23:15,110 - mmdet - INFO - Epoch [6][700/5863] lr: 2.376e-06, eta: 3:52:16, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0380, loss_cls: 0.0914, acc: 96.5078, loss_bbox: 0.1073, loss: 0.2451, grad_norm: 5.0200
2022-06-20 17:23:31,915 - mmdet - INFO - Epoch [6][750/5863] lr: 2.376e-06, eta: 3:51:59, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0357, loss_cls: 0.1085, acc: 96.1465, loss_bbox: 0.0926, loss: 0.2482, grad_norm: 4.8650
2022-06-20 17:23:48,725 - mmdet - INFO - Epoch [6][800/5863] lr: 2.376e-06, eta: 3:51:41, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0484, loss_cls: 0.1149, acc: 96.1074, loss_bbox: 0.0882, loss: 0.2612, grad_norm: 5.0287
2022-06-20 17:24:05,554 - mmdet - INFO - Epoch [6][850/5863] lr: 2.376e-06, eta: 3:51:23, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0605, loss_cls: 0.1041, acc: 95.9180, loss_bbox: 0.1000, loss: 0.2784, grad_norm: 5.1447
2022-06-20 17:24:22,540 - mmdet - INFO - Epoch [6][900/5863] lr: 2.376e-06, eta: 3:51:05, time: 0.340, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0105, loss_rpn_bbox: 0.0317, loss_cls: 0.0881, acc: 96.5859, loss_bbox: 0.0864, loss: 0.2168, grad_norm: 4.6204
2022-06-20 17:24:41,810 - mmdet - INFO - Epoch [6][950/5863] lr: 2.376e-06, eta: 3:50:51, time: 0.385, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0101, loss_rpn_bbox: 0.0311, loss_cls: 0.0806, acc: 96.8477, loss_bbox: 0.0825, loss: 0.2042, grad_norm: 4.8647
2022-06-20 17:24:58,681 - mmdet - INFO - Epoch [6][1000/5863] lr: 2.376e-06, eta: 3:50:33, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0384, loss_cls: 0.0847, acc: 96.6172, loss_bbox: 0.0838, loss: 0.2132, grad_norm: 4.7125
2022-06-20 17:25:15,513 - mmdet - INFO - Epoch [6][1050/5863] lr: 2.376e-06, eta: 3:50:15, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0329, loss_cls: 0.0862, acc: 96.4707, loss_bbox: 0.0918, loss: 0.2208, grad_norm: 4.6303
2022-06-20 17:25:35,383 - mmdet - INFO - Epoch [6][1100/5863] lr: 2.376e-06, eta: 3:50:01, time: 0.397, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0311, loss_cls: 0.0673, acc: 97.3086, loss_bbox: 0.0850, loss: 0.1943, grad_norm: 4.2462
2022-06-20 17:25:52,207 - mmdet - INFO - Epoch [6][1150/5863] lr: 2.376e-06, eta: 3:49:43, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0297, loss_cls: 0.0883, acc: 96.5293, loss_bbox: 0.0754, loss: 0.2004, grad_norm: 5.0846
2022-06-20 17:26:08,960 - mmdet - INFO - Epoch [6][1200/5863] lr: 2.376e-06, eta: 3:49:25, time: 0.335, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0498, loss_cls: 0.1117, acc: 95.8145, loss_bbox: 0.1159, loss: 0.2903, grad_norm: 6.0842
2022-06-20 17:26:25,751 - mmdet - INFO - Epoch [6][1250/5863] lr: 2.376e-06, eta: 3:49:07, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0387, loss_cls: 0.0895, acc: 96.6113, loss_bbox: 0.0859, loss: 0.2218, grad_norm: 5.4486
2022-06-20 17:26:42,588 - mmdet - INFO - Epoch [6][1300/5863] lr: 2.376e-06, eta: 3:48:49, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0289, loss_cls: 0.0796, acc: 96.8398, loss_bbox: 0.0834, loss: 0.1984, grad_norm: 4.6906
2022-06-20 17:27:01,180 - mmdet - INFO - Epoch [6][1350/5863] lr: 2.376e-06, eta: 3:48:34, time: 0.372, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0382, loss_cls: 0.0793, acc: 96.8145, loss_bbox: 0.0998, loss: 0.2315, grad_norm: 4.6431
2022-06-20 17:27:18,061 - mmdet - INFO - Epoch [6][1400/5863] lr: 2.376e-06, eta: 3:48:16, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0345, loss_cls: 0.0739, acc: 97.1953, loss_bbox: 0.0861, loss: 0.2031, grad_norm: 4.2312
2022-06-20 17:27:34,905 - mmdet - INFO - Epoch [6][1450/5863] lr: 2.376e-06, eta: 3:47:58, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0303, loss_cls: 0.0740, acc: 97.0879, loss_bbox: 0.0811, loss: 0.1926, grad_norm: 4.4514
2022-06-20 17:27:51,692 - mmdet - INFO - Epoch [6][1500/5863] lr: 2.376e-06, eta: 3:47:40, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0110, loss_rpn_bbox: 0.0479, loss_cls: 0.0901, acc: 96.5078, loss_bbox: 0.0902, loss: 0.2392, grad_norm: 4.8232
2022-06-20 17:28:08,570 - mmdet - INFO - Epoch [6][1550/5863] lr: 2.376e-06, eta: 3:47:23, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0330, loss_cls: 0.0829, acc: 96.7109, loss_bbox: 0.0833, loss: 0.2057, grad_norm: 4.8714
2022-06-20 17:28:25,252 - mmdet - INFO - Epoch [6][1600/5863] lr: 2.376e-06, eta: 3:47:05, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0333, loss_cls: 0.0864, acc: 96.4805, loss_bbox: 0.1125, loss: 0.2439, grad_norm: 4.9035
2022-06-20 17:28:42,148 - mmdet - INFO - Epoch [6][1650/5863] lr: 2.376e-06, eta: 3:46:47, time: 0.338, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0348, loss_cls: 0.0795, acc: 96.9453, loss_bbox: 0.0910, loss: 0.2151, grad_norm: 4.4353
2022-06-20 17:28:58,985 - mmdet - INFO - Epoch [6][1700/5863] lr: 2.376e-06, eta: 3:46:29, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0312, loss_cls: 0.0899, acc: 96.8086, loss_bbox: 0.0969, loss: 0.2246, grad_norm: 5.1402
2022-06-20 17:29:15,748 - mmdet - INFO - Epoch [6][1750/5863] lr: 2.376e-06, eta: 3:46:11, time: 0.335, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0344, loss_cls: 0.0849, acc: 96.7949, loss_bbox: 0.0794, loss: 0.2124, grad_norm: 4.5334
2022-06-20 17:29:32,689 - mmdet - INFO - Epoch [6][1800/5863] lr: 2.376e-06, eta: 3:45:53, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0364, loss_cls: 0.0821, acc: 96.7305, loss_bbox: 0.0854, loss: 0.2135, grad_norm: 4.5215
2022-06-20 17:29:49,659 - mmdet - INFO - Epoch [6][1850/5863] lr: 2.376e-06, eta: 3:45:36, time: 0.339, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0390, loss_cls: 0.0706, acc: 97.2832, loss_bbox: 0.0821, loss: 0.2020, grad_norm: 4.5463
2022-06-20 17:30:09,326 - mmdet - INFO - Epoch [6][1900/5863] lr: 2.376e-06, eta: 3:45:21, time: 0.393, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0369, loss_cls: 0.0702, acc: 97.2207, loss_bbox: 0.0724, loss: 0.1896, grad_norm: 4.2694
2022-06-20 17:30:29,135 - mmdet - INFO - Epoch [6][1950/5863] lr: 2.376e-06, eta: 3:45:07, time: 0.396, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0355, loss_cls: 0.0884, acc: 96.8242, loss_bbox: 0.0803, loss: 0.2176, grad_norm: 4.7507
2022-06-20 17:30:45,998 - mmdet - INFO - Epoch [6][2000/5863] lr: 2.376e-06, eta: 3:44:50, time: 0.337, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0348, loss_cls: 0.0799, acc: 96.9551, loss_bbox: 0.0861, loss: 0.2138, grad_norm: 4.3735
2022-06-20 17:31:02,863 - mmdet - INFO - Epoch [6][2050/5863] lr: 2.376e-06, eta: 3:44:32, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0388, loss_cls: 0.0828, acc: 96.9902, loss_bbox: 0.0922, loss: 0.2249, grad_norm: 4.8666
2022-06-20 17:31:19,645 - mmdet - INFO - Epoch [6][2100/5863] lr: 2.376e-06, eta: 3:44:14, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0355, loss_cls: 0.1011, acc: 96.4961, loss_bbox: 0.0818, loss: 0.2369, grad_norm: 5.2274
2022-06-20 17:31:36,445 - mmdet - INFO - Epoch [6][2150/5863] lr: 2.376e-06, eta: 3:43:56, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0334, loss_cls: 0.0701, acc: 97.2324, loss_bbox: 0.0655, loss: 0.1820, grad_norm: 3.9288
2022-06-20 17:31:53,426 - mmdet - INFO - Epoch [6][2200/5863] lr: 2.376e-06, eta: 3:43:38, time: 0.340, data_time: 0.007, memory: 12744, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0427, loss_cls: 0.0858, acc: 96.6777, loss_bbox: 0.0900, loss: 0.2335, grad_norm: 4.7428
2022-06-20 17:32:10,117 - mmdet - INFO - Epoch [6][2250/5863] lr: 2.376e-06, eta: 3:43:20, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0281, loss_cls: 0.0710, acc: 97.2500, loss_bbox: 0.0796, loss: 0.1856, grad_norm: 3.9657
2022-06-20 17:32:26,815 - mmdet - INFO - Epoch [6][2300/5863] lr: 2.376e-06, eta: 3:43:02, time: 0.334, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0328, loss_cls: 0.0808, acc: 96.8242, loss_bbox: 0.0810, loss: 0.2021, grad_norm: 4.1206
2022-06-20 17:32:43,625 - mmdet - INFO - Epoch [6][2350/5863] lr: 2.376e-06, eta: 3:42:45, time: 0.336, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0354, loss_cls: 0.0826, acc: 96.8516, loss_bbox: 0.0937, loss: 0.2234, grad_norm: 4.2784
2022-06-20 17:33:00,468 - mmdet - INFO - Epoch [6][2400/5863] lr: 2.376e-06, eta: 3:42:27, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0473, loss_cls: 0.0815, acc: 96.7617, loss_bbox: 0.0991, loss: 0.2410, grad_norm: 4.9413
2022-06-20 17:33:17,295 - mmdet - INFO - Epoch [6][2450/5863] lr: 2.376e-06, eta: 3:42:09, time: 0.337, data_time: 0.005, memory: 12744, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0550, loss_cls: 0.0854, acc: 96.5938, loss_bbox: 0.0817, loss: 0.2359, grad_norm: 5.2431
2022-06-20 17:33:34,370 - mmdet - INFO - Epoch [6][2500/5863] lr: 2.376e-06, eta: 3:41:51, time: 0.341, data_time: 0.006, memory: 12744, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0455, loss_cls: 0.0815, acc: 96.8203, loss_bbox: 0.0874, loss: 0.2274, grad_norm: 4.7400
2022-06-20 17:33:51,145 - mmdet - INFO - Epoch [6][2550/5863] lr: 2.376e-06, eta: 3:41:34, time: 0.335, data_time: 0.004, memory: 12744, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0328, loss_cls: 0.0789, acc: 96.9727, loss_bbox: 0.0869, loss: 0.2107, grad_norm: 4.6210