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faster_rcnn_orpn_our_rsp_vitae-nc-base-win-rvsa_v3_wsz7_fpn_3x_dior_lr1e-4_ldr75_dpr10.log
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faster_rcnn_orpn_our_rsp_vitae-nc-base-win-rvsa_v3_wsz7_fpn_3x_dior_lr1e-4_ldr75_dpr10.log
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2022-07-06 10:26:54,910 - mmdet - INFO - Environment info:
------------------------------------------------------------
sys.platform: linux
Python: 3.8.5 (default, Sep 4 2020, 07:30:14) [GCC 7.3.0]
CUDA available: True
CUDA_HOME: /usr/local/cuda
NVCC: Build cuda_11.1.TC455_06.29190527_0
GPU 0,1: A100-SXM4-40GB
GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0
PyTorch: 1.9.0+cu111
PyTorch compiling details: PyTorch built with:
- GCC 7.3
- C++ Version: 201402
- Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications
- Intel(R) MKL-DNN v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb)
- OpenMP 201511 (a.k.a. OpenMP 4.5)
- NNPACK is enabled
- CPU capability usage: AVX2
- CUDA Runtime 11.1
- NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86
- CuDNN 8.0.5
- Magma 2.5.2
- Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON,
TorchVision: 0.10.0+cu111
OpenCV: 4.4.0
MMCV: 1.4.1
MMDetection: 2.2.0+11d1c6f
MMDetection Compiler: GCC 9.3
MMDetection CUDA Compiler: 11.1
------------------------------------------------------------
2022-07-06 10:26:54,911 - mmdet - INFO - Distributed training: True
2022-07-06 10:26:55,246 - 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=1,
workers_per_gpu=2,
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/mae_vitae_base_pretrn/millionAID_224/1600_0.75_0.00015_0.05_2048/checkpoint-1599-transform-no-average.pth',
backbone=dict(
type='ViTAE_NC_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=0.1,
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_vitae-nc-base-win-rvsa_v3_wsz7_fpn_3x_dior_lr1e-4_ldr75_dpr10'
gpu_ids = range(0, 1)
2022-07-06 10:26:56,597 - mmdet - INFO - load model from: ../mae-main/output/mae_vitae_base_pretrn/millionAID_224/1600_0.75_0.00015_0.05_2048/checkpoint-1599-transform-no-average.pth
2022-07-06 10:26:57,543 - 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
2022-07-06 10:27:15,013 - mmdet - INFO - Start running, host: root@DGX-136, work_dir: /workspace/CV/users/wangdi153/OBBDetection/work_dirs/faster/faster_rcnn_orpn_our_rsp_vitae-nc-base-win-rvsa_v3_wsz7_fpn_3x_dior_lr1e-4_ldr75_dpr10
2022-07-06 10:27:15,013 - mmdet - INFO - Hooks will be executed in the following order:
before_run:
(VERY_HIGH ) StepLrUpdaterHook
(NORMAL ) CheckpointHook
(VERY_LOW ) TextLoggerHook
--------------------
before_train_epoch:
(VERY_HIGH ) StepLrUpdaterHook
(NORMAL ) DistSamplerSeedHook
(LOW ) IterTimerHook
(VERY_LOW ) TextLoggerHook
--------------------
before_train_iter:
(VERY_HIGH ) StepLrUpdaterHook
(LOW ) IterTimerHook
--------------------
after_train_iter:
(ABOVE_NORMAL) OptimizerHook
(NORMAL ) CheckpointHook
(LOW ) IterTimerHook
(VERY_LOW ) TextLoggerHook
--------------------
after_train_epoch:
(NORMAL ) CheckpointHook
(VERY_LOW ) TextLoggerHook
--------------------
before_val_epoch:
(NORMAL ) DistSamplerSeedHook
(LOW ) IterTimerHook
(VERY_LOW ) TextLoggerHook
--------------------
before_val_iter:
(LOW ) IterTimerHook
--------------------
after_val_iter:
(LOW ) IterTimerHook
--------------------
after_val_epoch:
(VERY_LOW ) TextLoggerHook
--------------------
after_run:
(VERY_LOW ) TextLoggerHook
--------------------
2022-07-06 10:27:15,014 - mmdet - INFO - workflow: [('train', 1)], max: 12 epochs
2022-07-06 10:27:15,014 - mmdet - INFO - Checkpoints will be saved to /workspace/CV/users/wangdi153/OBBDetection/work_dirs/faster/faster_rcnn_orpn_our_rsp_vitae-nc-base-win-rvsa_v3_wsz7_fpn_3x_dior_lr1e-4_ldr75_dpr10 by HardDiskBackend.
2022-07-06 10:27:46,394 - mmdet - INFO - Epoch [1][50/5863] lr: 2.350e-07, eta: 12:15:14, time: 0.627, data_time: 0.301, memory: 8640, loss_rpn_cls: 0.6776, loss_rpn_bbox: 0.1400, loss_cls: 1.7021, acc: 75.6875, loss_bbox: 0.0145, loss: 2.5342, grad_norm: 22.1666
2022-07-06 10:28:02,426 - mmdet - INFO - Epoch [1][100/5863] lr: 4.723e-07, eta: 9:15:05, time: 0.321, data_time: 0.003, memory: 8640, loss_rpn_cls: 0.4017, loss_rpn_bbox: 0.1238, loss_cls: 0.3998, acc: 98.1777, loss_bbox: 0.0613, loss: 0.9865, grad_norm: 7.2065
2022-07-06 10:28:18,594 - mmdet - INFO - Epoch [1][150/5863] lr: 7.096e-07, eta: 8:15:54, time: 0.323, data_time: 0.003, memory: 8640, loss_rpn_cls: 0.2025, loss_rpn_bbox: 0.1127, loss_cls: 0.2927, acc: 97.1895, loss_bbox: 0.1101, loss: 0.7180, grad_norm: 5.3316
2022-07-06 10:28:34,748 - mmdet - INFO - Epoch [1][200/5863] lr: 9.470e-07, eta: 7:46:07, time: 0.323, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.1798, loss_rpn_bbox: 0.1287, loss_cls: 0.2326, acc: 96.5176, loss_bbox: 0.1048, loss: 0.6460, grad_norm: 6.0759
2022-07-06 10:28:50,858 - mmdet - INFO - Epoch [1][250/5863] lr: 1.184e-06, eta: 7:27:55, time: 0.322, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.1418, loss_rpn_bbox: 0.1070, loss_cls: 0.2010, acc: 96.7422, loss_bbox: 0.1095, loss: 0.5592, grad_norm: 4.7791
2022-07-06 10:29:06,910 - mmdet - INFO - Epoch [1][300/5863] lr: 1.422e-06, eta: 7:15:28, time: 0.321, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.1463, loss_rpn_bbox: 0.1111, loss_cls: 0.1632, acc: 97.2344, loss_bbox: 0.0838, loss: 0.5043, grad_norm: 4.9269
2022-07-06 10:29:22,952 - mmdet - INFO - Epoch [1][350/5863] lr: 1.659e-06, eta: 7:06:28, time: 0.321, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.1398, loss_rpn_bbox: 0.1309, loss_cls: 0.2039, acc: 95.2031, loss_bbox: 0.0962, loss: 0.5709, grad_norm: 6.6514
2022-07-06 10:29:38,993 - mmdet - INFO - Epoch [1][400/5863] lr: 1.896e-06, eta: 6:59:39, time: 0.321, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.1299, loss_rpn_bbox: 0.1030, loss_cls: 0.1810, acc: 96.6914, loss_bbox: 0.1074, loss: 0.5213, grad_norm: 4.6497
2022-07-06 10:29:55,079 - mmdet - INFO - Epoch [1][450/5863] lr: 2.134e-06, eta: 6:54:24, time: 0.322, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.1496, loss_rpn_bbox: 0.1305, loss_cls: 0.1949, acc: 96.4746, loss_bbox: 0.1074, loss: 0.5823, grad_norm: 5.5202
2022-07-06 10:30:11,314 - mmdet - INFO - Epoch [1][500/5863] lr: 2.371e-06, eta: 6:50:30, time: 0.325, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.1225, loss_rpn_bbox: 0.1341, loss_cls: 0.2665, acc: 94.2852, loss_bbox: 0.1759, loss: 0.6990, grad_norm: 6.9808
2022-07-06 10:30:27,518 - mmdet - INFO - Epoch [1][550/5863] lr: 2.376e-06, eta: 6:47:11, time: 0.324, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0981, loss_rpn_bbox: 0.0934, loss_cls: 0.1970, acc: 96.3066, loss_bbox: 0.1061, loss: 0.4946, grad_norm: 5.2038
2022-07-06 10:30:43,779 - mmdet - INFO - Epoch [1][600/5863] lr: 2.376e-06, eta: 6:44:29, time: 0.325, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0919, loss_rpn_bbox: 0.0782, loss_cls: 0.1898, acc: 96.4238, loss_bbox: 0.1114, loss: 0.4713, grad_norm: 4.3389
2022-07-06 10:30:59,926 - mmdet - INFO - Epoch [1][650/5863] lr: 2.376e-06, eta: 6:41:58, time: 0.323, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0975, loss_rpn_bbox: 0.1088, loss_cls: 0.1837, acc: 95.9863, loss_bbox: 0.1210, loss: 0.5110, grad_norm: 5.1671
2022-07-06 10:31:15,985 - mmdet - INFO - Epoch [1][700/5863] lr: 2.376e-06, eta: 6:39:37, time: 0.321, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0987, loss_rpn_bbox: 0.1295, loss_cls: 0.2389, acc: 94.8828, loss_bbox: 0.1465, loss: 0.6136, grad_norm: 6.4820
2022-07-06 10:31:34,969 - mmdet - INFO - Epoch [1][750/5863] lr: 2.376e-06, eta: 6:42:05, time: 0.380, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.1041, loss_rpn_bbox: 0.1136, loss_cls: 0.2125, acc: 95.5430, loss_bbox: 0.1258, loss: 0.5561, grad_norm: 5.6801
2022-07-06 10:31:50,932 - mmdet - INFO - Epoch [1][800/5863] lr: 2.376e-06, eta: 6:39:48, time: 0.319, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.1063, loss_rpn_bbox: 0.1018, loss_cls: 0.2100, acc: 95.0586, loss_bbox: 0.1287, loss: 0.5468, grad_norm: 5.9518
2022-07-06 10:32:07,033 - mmdet - INFO - Epoch [1][850/5863] lr: 2.376e-06, eta: 6:37:58, time: 0.322, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0765, loss_rpn_bbox: 0.1064, loss_cls: 0.2143, acc: 94.8750, loss_bbox: 0.1650, loss: 0.5621, grad_norm: 6.1457
2022-07-06 10:32:23,124 - mmdet - INFO - Epoch [1][900/5863] lr: 2.376e-06, eta: 6:36:17, time: 0.322, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0671, loss_rpn_bbox: 0.0814, loss_cls: 0.1605, acc: 96.0176, loss_bbox: 0.1436, loss: 0.4525, grad_norm: 5.3246
2022-07-06 10:32:39,465 - mmdet - INFO - Epoch [1][950/5863] lr: 2.376e-06, eta: 6:35:02, time: 0.327, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0722, loss_rpn_bbox: 0.0921, loss_cls: 0.1913, acc: 95.1738, loss_bbox: 0.1563, loss: 0.5119, grad_norm: 5.7595
2022-07-06 10:32:55,727 - mmdet - INFO - Epoch [1][1000/5863] lr: 2.376e-06, eta: 6:33:49, time: 0.325, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.1042, loss_rpn_bbox: 0.1165, loss_cls: 0.2100, acc: 95.0547, loss_bbox: 0.1468, loss: 0.5775, grad_norm: 7.0859
2022-07-06 10:33:11,989 - mmdet - INFO - Epoch [1][1050/5863] lr: 2.376e-06, eta: 6:32:41, time: 0.325, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0861, loss_rpn_bbox: 0.1057, loss_cls: 0.1850, acc: 95.1523, loss_bbox: 0.1485, loss: 0.5253, grad_norm: 6.0000
2022-07-06 10:33:28,220 - mmdet - INFO - Epoch [1][1100/5863] lr: 2.376e-06, eta: 6:31:36, time: 0.325, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0679, loss_rpn_bbox: 0.0866, loss_cls: 0.1684, acc: 95.7109, loss_bbox: 0.1349, loss: 0.4579, grad_norm: 5.7335
2022-07-06 10:33:44,382 - mmdet - INFO - Epoch [1][1150/5863] lr: 2.376e-06, eta: 6:30:31, time: 0.323, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0804, loss_rpn_bbox: 0.1039, loss_cls: 0.1751, acc: 95.4141, loss_bbox: 0.1596, loss: 0.5189, grad_norm: 6.2770
2022-07-06 10:34:00,499 - mmdet - INFO - Epoch [1][1200/5863] lr: 2.376e-06, eta: 6:29:27, time: 0.322, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0980, loss_rpn_bbox: 0.1198, loss_cls: 0.2217, acc: 94.3105, loss_bbox: 0.1849, loss: 0.6244, grad_norm: 7.7114
2022-07-06 10:34:16,616 - mmdet - INFO - Epoch [1][1250/5863] lr: 2.376e-06, eta: 6:28:27, time: 0.322, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0687, loss_rpn_bbox: 0.0614, loss_cls: 0.1825, acc: 95.1953, loss_bbox: 0.1711, loss: 0.4837, grad_norm: 6.5783
2022-07-06 10:34:32,827 - mmdet - INFO - Epoch [1][1300/5863] lr: 2.376e-06, eta: 6:27:35, time: 0.324, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0570, loss_rpn_bbox: 0.0649, loss_cls: 0.1905, acc: 94.1680, loss_bbox: 0.1529, loss: 0.4653, grad_norm: 6.9795
2022-07-06 10:34:49,067 - mmdet - INFO - Epoch [1][1350/5863] lr: 2.376e-06, eta: 6:26:48, time: 0.325, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0738, loss_rpn_bbox: 0.0669, loss_cls: 0.1727, acc: 95.8906, loss_bbox: 0.1424, loss: 0.4558, grad_norm: 6.4619
2022-07-06 10:35:05,378 - mmdet - INFO - Epoch [1][1400/5863] lr: 2.376e-06, eta: 6:26:06, time: 0.326, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.1003, loss_cls: 0.1810, acc: 95.3555, loss_bbox: 0.1435, loss: 0.4809, grad_norm: 6.7600
2022-07-06 10:35:21,622 - mmdet - INFO - Epoch [1][1450/5863] lr: 2.376e-06, eta: 6:25:23, time: 0.325, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0675, loss_rpn_bbox: 0.0968, loss_cls: 0.1710, acc: 95.2012, loss_bbox: 0.1585, loss: 0.4938, grad_norm: 7.3904
2022-07-06 10:35:37,791 - mmdet - INFO - Epoch [1][1500/5863] lr: 2.376e-06, eta: 6:24:38, time: 0.323, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0757, loss_rpn_bbox: 0.0702, loss_cls: 0.1660, acc: 95.6230, loss_bbox: 0.1352, loss: 0.4471, grad_norm: 6.2034
2022-07-06 10:35:53,895 - mmdet - INFO - Epoch [1][1550/5863] lr: 2.376e-06, eta: 6:23:52, time: 0.322, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0630, loss_rpn_bbox: 0.0746, loss_cls: 0.1882, acc: 94.6309, loss_bbox: 0.1762, loss: 0.5020, grad_norm: 7.3719
2022-07-06 10:36:11,621 - mmdet - INFO - Epoch [1][1600/5863] lr: 2.376e-06, eta: 6:24:18, time: 0.355, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0889, loss_cls: 0.1870, acc: 94.4277, loss_bbox: 0.1722, loss: 0.5054, grad_norm: 7.3045
2022-07-06 10:36:28,020 - mmdet - INFO - Epoch [1][1650/5863] lr: 2.376e-06, eta: 6:23:46, time: 0.328, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0845, loss_rpn_bbox: 0.0739, loss_cls: 0.1735, acc: 95.0312, loss_bbox: 0.1877, loss: 0.5196, grad_norm: 7.2296
2022-07-06 10:36:44,403 - mmdet - INFO - Epoch [1][1700/5863] lr: 2.376e-06, eta: 6:23:14, time: 0.328, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.0807, loss_cls: 0.1695, acc: 95.1289, loss_bbox: 0.1388, loss: 0.4466, grad_norm: 6.5544
2022-07-06 10:37:00,590 - mmdet - INFO - Epoch [1][1750/5863] lr: 2.376e-06, eta: 6:22:35, time: 0.324, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0741, loss_cls: 0.1512, acc: 95.4375, loss_bbox: 0.1575, loss: 0.4366, grad_norm: 6.3102
2022-07-06 10:37:17,033 - mmdet - INFO - Epoch [1][1800/5863] lr: 2.376e-06, eta: 6:22:08, time: 0.329, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0711, loss_rpn_bbox: 0.0878, loss_cls: 0.2010, acc: 94.1562, loss_bbox: 0.1974, loss: 0.5574, grad_norm: 8.1699
2022-07-06 10:37:33,460 - mmdet - INFO - Epoch [1][1850/5863] lr: 2.376e-06, eta: 6:21:40, time: 0.328, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0795, loss_cls: 0.1873, acc: 94.4570, loss_bbox: 0.1683, loss: 0.4912, grad_norm: 7.4802
2022-07-06 10:37:49,785 - mmdet - INFO - Epoch [1][1900/5863] lr: 2.376e-06, eta: 6:21:09, time: 0.327, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0485, loss_cls: 0.1638, acc: 95.5664, loss_bbox: 0.1469, loss: 0.4043, grad_norm: 7.8615
2022-07-06 10:38:06,092 - mmdet - INFO - Epoch [1][1950/5863] lr: 2.376e-06, eta: 6:20:39, time: 0.326, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0788, loss_cls: 0.1647, acc: 94.7402, loss_bbox: 0.1813, loss: 0.4770, grad_norm: 6.8162
2022-07-06 10:38:22,326 - mmdet - INFO - Epoch [1][2000/5863] lr: 2.376e-06, eta: 6:20:06, time: 0.325, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0584, loss_cls: 0.1486, acc: 95.5410, loss_bbox: 0.1631, loss: 0.4258, grad_norm: 6.9037
2022-07-06 10:38:38,487 - mmdet - INFO - Epoch [1][2050/5863] lr: 2.376e-06, eta: 6:19:32, time: 0.323, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0771, loss_cls: 0.1806, acc: 94.1504, loss_bbox: 0.2048, loss: 0.5151, grad_norm: 8.0360
2022-07-06 10:38:54,662 - mmdet - INFO - Epoch [1][2100/5863] lr: 2.376e-06, eta: 6:18:59, time: 0.323, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0656, loss_cls: 0.1566, acc: 95.0215, loss_bbox: 0.1911, loss: 0.4500, grad_norm: 6.7728
2022-07-06 10:39:10,825 - mmdet - INFO - Epoch [1][2150/5863] lr: 2.376e-06, eta: 6:18:27, time: 0.323, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0659, loss_cls: 0.1709, acc: 94.4805, loss_bbox: 0.1858, loss: 0.4719, grad_norm: 9.0070
2022-07-06 10:39:26,992 - mmdet - INFO - Epoch [1][2200/5863] lr: 2.376e-06, eta: 6:17:56, time: 0.323, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0624, loss_cls: 0.1971, acc: 93.9805, loss_bbox: 0.1945, loss: 0.5063, grad_norm: 7.9242
2022-07-06 10:39:43,132 - mmdet - INFO - Epoch [1][2250/5863] lr: 2.376e-06, eta: 6:17:24, time: 0.323, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0617, loss_cls: 0.1989, acc: 93.6953, loss_bbox: 0.2115, loss: 0.5307, grad_norm: 8.7924
2022-07-06 10:39:59,438 - mmdet - INFO - Epoch [1][2300/5863] lr: 2.376e-06, eta: 6:16:58, time: 0.326, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0787, loss_cls: 0.1757, acc: 94.3496, loss_bbox: 0.1976, loss: 0.5031, grad_norm: 7.8042
2022-07-06 10:40:15,673 - mmdet - INFO - Epoch [1][2350/5863] lr: 2.376e-06, eta: 6:16:30, time: 0.325, data_time: 0.004, memory: 8948, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0802, loss_cls: 0.1665, acc: 94.7285, loss_bbox: 0.1786, loss: 0.4823, grad_norm: 7.6660
2022-07-06 10:40:32,051 - mmdet - INFO - Epoch [1][2400/5863] lr: 2.376e-06, eta: 6:16:07, time: 0.328, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0705, loss_cls: 0.1640, acc: 94.8066, loss_bbox: 0.1510, loss: 0.4380, grad_norm: 7.8017
2022-07-06 10:40:48,249 - mmdet - INFO - Epoch [1][2450/5863] lr: 2.376e-06, eta: 6:15:39, time: 0.324, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0834, loss_cls: 0.1786, acc: 94.3418, loss_bbox: 0.1754, loss: 0.4811, grad_norm: 8.6543
2022-07-06 10:41:04,489 - mmdet - INFO - Epoch [1][2500/5863] lr: 2.376e-06, eta: 6:15:13, time: 0.325, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0783, loss_cls: 0.1868, acc: 94.3926, loss_bbox: 0.1812, loss: 0.5025, grad_norm: 8.1577
2022-07-06 10:41:20,599 - mmdet - INFO - Epoch [1][2550/5863] lr: 2.376e-06, eta: 6:14:44, time: 0.322, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0698, loss_rpn_bbox: 0.0790, loss_cls: 0.1590, acc: 95.2051, loss_bbox: 0.1645, loss: 0.4723, grad_norm: 7.0872
2022-07-06 10:41:36,858 - mmdet - INFO - Epoch [1][2600/5863] lr: 2.376e-06, eta: 6:14:19, time: 0.325, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0686, loss_cls: 0.1710, acc: 94.4316, loss_bbox: 0.1825, loss: 0.4692, grad_norm: 7.2137
2022-07-06 10:41:53,035 - mmdet - INFO - Epoch [1][2650/5863] lr: 2.376e-06, eta: 6:13:52, time: 0.324, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0657, loss_cls: 0.1449, acc: 95.4180, loss_bbox: 0.1541, loss: 0.4070, grad_norm: 6.8383
2022-07-06 10:42:09,337 - mmdet - INFO - Epoch [1][2700/5863] lr: 2.376e-06, eta: 6:13:29, time: 0.326, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0583, loss_cls: 0.1795, acc: 94.1758, loss_bbox: 0.1947, loss: 0.4719, grad_norm: 7.3006
2022-07-06 10:42:25,399 - mmdet - INFO - Epoch [1][2750/5863] lr: 2.376e-06, eta: 6:13:00, time: 0.321, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0831, loss_cls: 0.1995, acc: 93.4727, loss_bbox: 0.2103, loss: 0.5489, grad_norm: 8.2418
2022-07-06 10:42:41,523 - mmdet - INFO - Epoch [1][2800/5863] lr: 2.376e-06, eta: 6:12:33, time: 0.322, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0785, loss_cls: 0.1717, acc: 94.5938, loss_bbox: 0.1536, loss: 0.4425, grad_norm: 7.2844
2022-07-06 10:42:57,657 - mmdet - INFO - Epoch [1][2850/5863] lr: 2.376e-06, eta: 6:12:07, time: 0.323, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0696, loss_cls: 0.1498, acc: 94.9062, loss_bbox: 0.1726, loss: 0.4323, grad_norm: 7.2711
2022-07-06 10:43:13,840 - mmdet - INFO - Epoch [1][2900/5863] lr: 2.376e-06, eta: 6:11:42, time: 0.324, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0821, loss_cls: 0.1569, acc: 94.6406, loss_bbox: 0.1558, loss: 0.4329, grad_norm: 8.3617
2022-07-06 10:43:30,004 - mmdet - INFO - Epoch [1][2950/5863] lr: 2.376e-06, eta: 6:11:17, time: 0.323, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0601, loss_cls: 0.1646, acc: 94.9395, loss_bbox: 0.1370, loss: 0.4046, grad_norm: 7.1306
2022-07-06 10:43:45,987 - mmdet - INFO - Epoch [1][3000/5863] lr: 2.376e-06, eta: 6:10:48, time: 0.320, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0598, loss_cls: 0.1602, acc: 94.9238, loss_bbox: 0.1623, loss: 0.4270, grad_norm: 6.9623
2022-07-06 10:44:02,084 - mmdet - INFO - Epoch [1][3050/5863] lr: 2.376e-06, eta: 6:10:23, time: 0.322, data_time: 0.003, memory: 8948, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0474, loss_cls: 0.1583, acc: 94.6387, loss_bbox: 0.1554, loss: 0.3930, grad_norm: 7.3822
2022-07-06 10:44:18,309 - mmdet - INFO - Epoch [1][3100/5863] lr: 2.376e-06, eta: 6:10:00, time: 0.324, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0761, loss_cls: 0.1787, acc: 93.9316, loss_bbox: 0.1926, loss: 0.4818, grad_norm: 7.9038
2022-07-06 10:44:34,649 - mmdet - INFO - Epoch [1][3150/5863] lr: 2.376e-06, eta: 6:09:40, time: 0.327, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0634, loss_cls: 0.1945, acc: 94.1738, loss_bbox: 0.1477, loss: 0.4437, grad_norm: 7.0929
2022-07-06 10:44:50,837 - mmdet - INFO - Epoch [1][3200/5863] lr: 2.376e-06, eta: 6:09:17, time: 0.324, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0620, loss_cls: 0.1476, acc: 95.1582, loss_bbox: 0.1811, loss: 0.4336, grad_norm: 7.4413
2022-07-06 10:45:06,984 - mmdet - INFO - Epoch [1][3250/5863] lr: 2.376e-06, eta: 6:08:53, time: 0.323, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0757, loss_cls: 0.1804, acc: 94.2305, loss_bbox: 0.1751, loss: 0.4806, grad_norm: 8.9460
2022-07-06 10:45:23,118 - mmdet - INFO - Epoch [1][3300/5863] lr: 2.376e-06, eta: 6:08:29, time: 0.323, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0552, loss_cls: 0.1673, acc: 94.5371, loss_bbox: 0.1536, loss: 0.4201, grad_norm: 7.6776
2022-07-06 10:45:39,335 - mmdet - INFO - Epoch [1][3350/5863] lr: 2.376e-06, eta: 6:08:07, time: 0.324, data_time: 0.004, memory: 9036, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0740, loss_cls: 0.1901, acc: 93.7383, loss_bbox: 0.1723, loss: 0.4758, grad_norm: 7.9762
2022-07-06 10:45:55,524 - mmdet - INFO - Epoch [1][3400/5863] lr: 2.376e-06, eta: 6:07:45, time: 0.324, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0574, loss_cls: 0.1426, acc: 95.5332, loss_bbox: 0.1651, loss: 0.4020, grad_norm: 7.3640
2022-07-06 10:46:11,574 - mmdet - INFO - Epoch [1][3450/5863] lr: 2.376e-06, eta: 6:07:20, time: 0.321, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0664, loss_cls: 0.1601, acc: 94.6426, loss_bbox: 0.1688, loss: 0.4276, grad_norm: 8.3991
2022-07-06 10:46:27,735 - mmdet - INFO - Epoch [1][3500/5863] lr: 2.376e-06, eta: 6:06:58, time: 0.323, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0578, loss_cls: 0.1422, acc: 95.3086, loss_bbox: 0.1380, loss: 0.3736, grad_norm: 6.6238
2022-07-06 10:46:46,325 - mmdet - INFO - Epoch [1][3550/5863] lr: 2.376e-06, eta: 6:07:21, time: 0.372, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0659, loss_cls: 0.1548, acc: 94.8203, loss_bbox: 0.1969, loss: 0.4639, grad_norm: 7.1186
2022-07-06 10:47:02,540 - mmdet - INFO - Epoch [1][3600/5863] lr: 2.376e-06, eta: 6:07:00, time: 0.324, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0534, loss_cls: 0.1482, acc: 94.9395, loss_bbox: 0.1679, loss: 0.4012, grad_norm: 7.1560
2022-07-06 10:47:18,590 - mmdet - INFO - Epoch [1][3650/5863] lr: 2.376e-06, eta: 6:06:35, time: 0.321, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0628, loss_cls: 0.1413, acc: 95.0488, loss_bbox: 0.1636, loss: 0.3941, grad_norm: 6.4701
2022-07-06 10:47:34,631 - mmdet - INFO - Epoch [1][3700/5863] lr: 2.376e-06, eta: 6:06:11, time: 0.321, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0567, loss_cls: 0.1318, acc: 95.5527, loss_bbox: 0.1556, loss: 0.3755, grad_norm: 6.6687
2022-07-06 10:47:50,648 - mmdet - INFO - Epoch [1][3750/5863] lr: 2.376e-06, eta: 6:05:46, time: 0.320, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0545, loss_cls: 0.1361, acc: 95.0898, loss_bbox: 0.1638, loss: 0.3818, grad_norm: 7.4942
2022-07-06 10:48:06,830 - mmdet - INFO - Epoch [1][3800/5863] lr: 2.376e-06, eta: 6:05:24, time: 0.324, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0604, loss_cls: 0.1048, acc: 96.4062, loss_bbox: 0.1423, loss: 0.3431, grad_norm: 6.5173
2022-07-06 10:48:22,957 - mmdet - INFO - Epoch [1][3850/5863] lr: 2.376e-06, eta: 6:05:02, time: 0.323, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0678, loss_cls: 0.1502, acc: 94.8770, loss_bbox: 0.1872, loss: 0.4373, grad_norm: 6.9638
2022-07-06 10:48:39,025 - mmdet - INFO - Epoch [1][3900/5863] lr: 2.376e-06, eta: 6:04:39, time: 0.321, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0400, loss_cls: 0.1349, acc: 95.3672, loss_bbox: 0.1354, loss: 0.3428, grad_norm: 6.4372
2022-07-06 10:48:55,126 - mmdet - INFO - Epoch [1][3950/5863] lr: 2.376e-06, eta: 6:04:16, time: 0.322, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0723, loss_cls: 0.1531, acc: 94.5801, loss_bbox: 0.1680, loss: 0.4315, grad_norm: 7.6582
2022-07-06 10:49:17,407 - mmdet - INFO - Epoch [1][4000/5863] lr: 2.376e-06, eta: 6:05:36, time: 0.446, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.1004, loss_cls: 0.1455, acc: 94.9238, loss_bbox: 0.1585, loss: 0.4527, grad_norm: 8.9687
2022-07-06 10:49:33,444 - mmdet - INFO - Epoch [1][4050/5863] lr: 2.376e-06, eta: 6:05:12, time: 0.321, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0732, loss_cls: 0.1453, acc: 95.1074, loss_bbox: 0.1768, loss: 0.4346, grad_norm: 7.6907
2022-07-06 10:49:49,468 - mmdet - INFO - Epoch [1][4100/5863] lr: 2.376e-06, eta: 6:04:47, time: 0.320, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0688, loss_cls: 0.1465, acc: 94.9766, loss_bbox: 0.1666, loss: 0.4102, grad_norm: 7.2582
2022-07-06 10:50:08,423 - mmdet - INFO - Epoch [1][4150/5863] lr: 2.376e-06, eta: 6:05:09, time: 0.379, data_time: 0.004, memory: 9036, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0486, loss_cls: 0.1428, acc: 94.6699, loss_bbox: 0.1884, loss: 0.4062, grad_norm: 8.4749
2022-07-06 10:50:24,572 - mmdet - INFO - Epoch [1][4200/5863] lr: 2.376e-06, eta: 6:04:47, time: 0.323, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0719, loss_cls: 0.1471, acc: 95.0840, loss_bbox: 0.1517, loss: 0.3930, grad_norm: 7.3243
2022-07-06 10:50:40,712 - mmdet - INFO - Epoch [1][4250/5863] lr: 2.376e-06, eta: 6:04:24, time: 0.323, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0618, loss_cls: 0.1638, acc: 94.4277, loss_bbox: 0.1545, loss: 0.4331, grad_norm: 8.9558
2022-07-06 10:50:56,783 - mmdet - INFO - Epoch [1][4300/5863] lr: 2.376e-06, eta: 6:04:00, time: 0.321, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0541, loss_cls: 0.1269, acc: 95.5859, loss_bbox: 0.1509, loss: 0.3731, grad_norm: 7.8673
2022-07-06 10:51:12,885 - mmdet - INFO - Epoch [1][4350/5863] lr: 2.376e-06, eta: 6:03:37, time: 0.322, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0695, loss_cls: 0.1418, acc: 95.2305, loss_bbox: 0.1594, loss: 0.4076, grad_norm: 8.5484
2022-07-06 10:51:29,023 - mmdet - INFO - Epoch [1][4400/5863] lr: 2.376e-06, eta: 6:03:15, time: 0.323, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0982, loss_cls: 0.1724, acc: 94.1719, loss_bbox: 0.1733, loss: 0.4953, grad_norm: 8.0332
2022-07-06 10:51:45,030 - mmdet - INFO - Epoch [1][4450/5863] lr: 2.376e-06, eta: 6:02:51, time: 0.320, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0545, loss_cls: 0.1354, acc: 95.3281, loss_bbox: 0.1280, loss: 0.3518, grad_norm: 7.1083
2022-07-06 10:52:02,597 - mmdet - INFO - Epoch [1][4500/5863] lr: 2.376e-06, eta: 6:02:49, time: 0.351, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0760, loss_cls: 0.1374, acc: 95.7266, loss_bbox: 0.1384, loss: 0.3971, grad_norm: 8.7160
2022-07-06 10:52:18,488 - mmdet - INFO - Epoch [1][4550/5863] lr: 2.376e-06, eta: 6:02:24, time: 0.318, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0548, loss_cls: 0.1190, acc: 95.7207, loss_bbox: 0.1503, loss: 0.3498, grad_norm: 6.5459
2022-07-06 10:52:34,521 - mmdet - INFO - Epoch [1][4600/5863] lr: 2.376e-06, eta: 6:02:00, time: 0.321, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0668, loss_cls: 0.1239, acc: 95.4922, loss_bbox: 0.1541, loss: 0.3723, grad_norm: 7.2389
2022-07-06 10:52:50,676 - mmdet - INFO - Epoch [1][4650/5863] lr: 2.376e-06, eta: 6:01:39, time: 0.323, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0448, loss_cls: 0.1218, acc: 95.9297, loss_bbox: 0.1109, loss: 0.3099, grad_norm: 6.1550
2022-07-06 10:53:06,784 - mmdet - INFO - Epoch [1][4700/5863] lr: 2.376e-06, eta: 6:01:16, time: 0.322, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0594, loss_cls: 0.1491, acc: 95.2188, loss_bbox: 0.1585, loss: 0.3971, grad_norm: 6.9300
2022-07-06 10:53:22,836 - mmdet - INFO - Epoch [1][4750/5863] lr: 2.376e-06, eta: 6:00:54, time: 0.321, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0671, loss_cls: 0.1395, acc: 95.1582, loss_bbox: 0.1292, loss: 0.3682, grad_norm: 7.2730
2022-07-06 10:53:38,796 - mmdet - INFO - Epoch [1][4800/5863] lr: 2.376e-06, eta: 6:00:30, time: 0.319, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0505, loss_cls: 0.1333, acc: 95.1660, loss_bbox: 0.1378, loss: 0.3508, grad_norm: 6.8049
2022-07-06 10:53:54,779 - mmdet - INFO - Epoch [1][4850/5863] lr: 2.376e-06, eta: 6:00:06, time: 0.320, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0698, loss_cls: 0.1328, acc: 95.2656, loss_bbox: 0.1444, loss: 0.3792, grad_norm: 7.0026
2022-07-06 10:54:10,910 - mmdet - INFO - Epoch [1][4900/5863] lr: 2.376e-06, eta: 5:59:45, time: 0.323, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0566, loss_cls: 0.1454, acc: 94.6699, loss_bbox: 0.1579, loss: 0.4030, grad_norm: 7.5491
2022-07-06 10:54:29,864 - mmdet - INFO - Epoch [1][4950/5863] lr: 2.376e-06, eta: 6:00:01, time: 0.379, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0688, loss_cls: 0.1346, acc: 95.3672, loss_bbox: 0.1677, loss: 0.4048, grad_norm: 7.2803
2022-07-06 10:54:47,791 - mmdet - INFO - Epoch [1][5000/5863] lr: 2.376e-06, eta: 6:00:03, time: 0.359, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0754, loss_cls: 0.1464, acc: 94.9219, loss_bbox: 0.1776, loss: 0.4324, grad_norm: 7.5891
2022-07-06 10:55:03,813 - mmdet - INFO - Epoch [1][5050/5863] lr: 2.376e-06, eta: 5:59:40, time: 0.320, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0558, loss_cls: 0.1795, acc: 94.4707, loss_bbox: 0.1502, loss: 0.4216, grad_norm: 8.5061
2022-07-06 10:55:19,866 - mmdet - INFO - Epoch [1][5100/5863] lr: 2.376e-06, eta: 5:59:17, time: 0.321, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0521, loss_cls: 0.1296, acc: 95.1797, loss_bbox: 0.1463, loss: 0.3593, grad_norm: 6.3259
2022-07-06 10:55:35,969 - mmdet - INFO - Epoch [1][5150/5863] lr: 2.376e-06, eta: 5:58:56, time: 0.322, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0625, loss_cls: 0.1453, acc: 94.6445, loss_bbox: 0.1772, loss: 0.4183, grad_norm: 7.6656
2022-07-06 10:55:52,018 - mmdet - INFO - Epoch [1][5200/5863] lr: 2.376e-06, eta: 5:58:33, time: 0.321, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0646, loss_cls: 0.1580, acc: 94.1152, loss_bbox: 0.1662, loss: 0.4238, grad_norm: 7.7232
2022-07-06 10:56:08,136 - mmdet - INFO - Epoch [1][5250/5863] lr: 2.376e-06, eta: 5:58:12, time: 0.322, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0466, loss_cls: 0.1440, acc: 94.6504, loss_bbox: 0.1598, loss: 0.3838, grad_norm: 7.3914
2022-07-06 10:56:24,291 - mmdet - INFO - Epoch [1][5300/5863] lr: 2.376e-06, eta: 5:57:51, time: 0.323, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0521, loss_cls: 0.1499, acc: 94.6816, loss_bbox: 0.1376, loss: 0.3707, grad_norm: 7.5094
2022-07-06 10:56:40,463 - mmdet - INFO - Epoch [1][5350/5863] lr: 2.376e-06, eta: 5:57:30, time: 0.323, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0619, loss_cls: 0.1490, acc: 94.8008, loss_bbox: 0.1473, loss: 0.3848, grad_norm: 7.4535
2022-07-06 10:56:56,552 - mmdet - INFO - Epoch [1][5400/5863] lr: 2.376e-06, eta: 5:57:09, time: 0.322, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0711, loss_cls: 0.1236, acc: 95.7754, loss_bbox: 0.1356, loss: 0.3651, grad_norm: 6.4383
2022-07-06 10:57:12,558 - mmdet - INFO - Epoch [1][5450/5863] lr: 2.376e-06, eta: 5:56:47, time: 0.320, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0611, loss_cls: 0.1270, acc: 95.4238, loss_bbox: 0.1563, loss: 0.3773, grad_norm: 6.9548
2022-07-06 10:57:28,702 - mmdet - INFO - Epoch [1][5500/5863] lr: 2.376e-06, eta: 5:56:26, time: 0.323, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0547, loss_cls: 0.1309, acc: 95.3184, loss_bbox: 0.1466, loss: 0.3611, grad_norm: 7.3476
2022-07-06 10:57:44,783 - mmdet - INFO - Epoch [1][5550/5863] lr: 2.376e-06, eta: 5:56:05, time: 0.322, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0499, loss_cls: 0.1168, acc: 95.7070, loss_bbox: 0.1425, loss: 0.3304, grad_norm: 6.7417
2022-07-06 10:58:00,765 - mmdet - INFO - Epoch [1][5600/5863] lr: 2.376e-06, eta: 5:55:43, time: 0.320, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0592, loss_cls: 0.1260, acc: 95.4102, loss_bbox: 0.1340, loss: 0.3540, grad_norm: 6.9219
2022-07-06 10:58:16,751 - mmdet - INFO - Epoch [1][5650/5863] lr: 2.376e-06, eta: 5:55:21, time: 0.320, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0518, loss_cls: 0.1329, acc: 95.0059, loss_bbox: 0.1469, loss: 0.3532, grad_norm: 7.2712
2022-07-06 10:58:34,282 - mmdet - INFO - Epoch [1][5700/5863] lr: 2.376e-06, eta: 5:55:16, time: 0.351, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0646, loss_cls: 0.1381, acc: 94.8574, loss_bbox: 0.1662, loss: 0.3997, grad_norm: 7.8879
2022-07-06 10:58:50,338 - mmdet - INFO - Epoch [1][5750/5863] lr: 2.376e-06, eta: 5:54:55, time: 0.321, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0498, loss_cls: 0.1516, acc: 94.6973, loss_bbox: 0.1602, loss: 0.3894, grad_norm: 8.1771
2022-07-06 10:59:08,101 - mmdet - INFO - Epoch [1][5800/5863] lr: 2.376e-06, eta: 5:54:52, time: 0.355, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0672, loss_cls: 0.1548, acc: 94.5957, loss_bbox: 0.1600, loss: 0.4246, grad_norm: 8.6442
2022-07-06 10:59:24,102 - mmdet - INFO - Epoch [1][5850/5863] lr: 2.376e-06, eta: 5:54:31, time: 0.320, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0696, loss_cls: 0.1331, acc: 95.4277, loss_bbox: 0.1396, loss: 0.3741, grad_norm: 6.9688
2022-07-06 10:59:28,627 - mmdet - INFO - Saving checkpoint at 1 epochs
2022-07-06 11:00:01,685 - mmdet - INFO - Epoch [2][50/5863] lr: 2.376e-06, eta: 5:55:58, time: 0.615, data_time: 0.293, memory: 9036, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0365, loss_cls: 0.1081, acc: 96.4316, loss_bbox: 0.1092, loss: 0.2781, grad_norm: 6.3367
2022-07-06 11:00:17,860 - mmdet - INFO - Epoch [2][100/5863] lr: 2.376e-06, eta: 5:55:37, time: 0.324, data_time: 0.004, memory: 9036, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0466, loss_cls: 0.1268, acc: 95.3262, loss_bbox: 0.1395, loss: 0.3332, grad_norm: 6.5031
2022-07-06 11:00:33,840 - mmdet - INFO - Epoch [2][150/5863] lr: 2.376e-06, eta: 5:55:15, time: 0.320, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0385, loss_cls: 0.1173, acc: 95.8711, loss_bbox: 0.1118, loss: 0.2840, grad_norm: 5.9184
2022-07-06 11:00:49,904 - mmdet - INFO - Epoch [2][200/5863] lr: 2.376e-06, eta: 5:54:53, time: 0.321, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0576, loss_cls: 0.1298, acc: 95.4727, loss_bbox: 0.1216, loss: 0.3278, grad_norm: 6.7077
2022-07-06 11:01:05,928 - mmdet - INFO - Epoch [2][250/5863] lr: 2.376e-06, eta: 5:54:31, time: 0.321, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0375, loss_cls: 0.1288, acc: 95.9180, loss_bbox: 0.1215, loss: 0.3069, grad_norm: 6.2038
2022-07-06 11:01:22,013 - mmdet - INFO - Epoch [2][300/5863] lr: 2.376e-06, eta: 5:54:09, time: 0.322, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0563, loss_cls: 0.1264, acc: 95.5137, loss_bbox: 0.1254, loss: 0.3368, grad_norm: 6.8179
2022-07-06 11:01:38,028 - mmdet - INFO - Epoch [2][350/5863] lr: 2.376e-06, eta: 5:53:47, time: 0.320, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0639, loss_cls: 0.1219, acc: 95.7168, loss_bbox: 0.1315, loss: 0.3430, grad_norm: 7.7824
2022-07-06 11:01:54,074 - mmdet - INFO - Epoch [2][400/5863] lr: 2.376e-06, eta: 5:53:25, time: 0.321, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0578, loss_cls: 0.1276, acc: 95.0898, loss_bbox: 0.1505, loss: 0.3616, grad_norm: 7.4298
2022-07-06 11:02:10,174 - mmdet - INFO - Epoch [2][450/5863] lr: 2.376e-06, eta: 5:53:04, time: 0.322, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0413, loss_cls: 0.1258, acc: 95.4668, loss_bbox: 0.1320, loss: 0.3229, grad_norm: 6.6409
2022-07-06 11:02:26,245 - mmdet - INFO - Epoch [2][500/5863] lr: 2.376e-06, eta: 5:52:43, time: 0.321, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0358, loss_cls: 0.1347, acc: 95.5059, loss_bbox: 0.1358, loss: 0.3267, grad_norm: 7.0138
2022-07-06 11:02:42,244 - mmdet - INFO - Epoch [2][550/5863] lr: 2.376e-06, eta: 5:52:21, time: 0.320, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0396, loss_cls: 0.1410, acc: 95.1641, loss_bbox: 0.1337, loss: 0.3407, grad_norm: 6.9116
2022-07-06 11:02:58,223 - mmdet - INFO - Epoch [2][600/5863] lr: 2.376e-06, eta: 5:51:59, time: 0.320, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0572, loss_cls: 0.1472, acc: 94.5586, loss_bbox: 0.1558, loss: 0.3855, grad_norm: 7.1533
2022-07-06 11:03:16,243 - mmdet - INFO - Epoch [2][650/5863] lr: 2.376e-06, eta: 5:51:57, time: 0.360, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0517, loss_cls: 0.1293, acc: 95.2812, loss_bbox: 0.1590, loss: 0.3598, grad_norm: 6.6857
2022-07-06 11:03:32,298 - mmdet - INFO - Epoch [2][700/5863] lr: 2.376e-06, eta: 5:51:36, time: 0.321, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0450, loss_cls: 0.1528, acc: 95.4590, loss_bbox: 0.1350, loss: 0.3523, grad_norm: 6.4451
2022-07-06 11:03:48,350 - mmdet - INFO - Epoch [2][750/5863] lr: 2.376e-06, eta: 5:51:15, time: 0.321, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0408, loss_cls: 0.1212, acc: 95.6895, loss_bbox: 0.1473, loss: 0.3289, grad_norm: 6.7511
2022-07-06 11:04:04,358 - mmdet - INFO - Epoch [2][800/5863] lr: 2.376e-06, eta: 5:50:53, time: 0.320, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0601, loss_cls: 0.1375, acc: 95.1680, loss_bbox: 0.1477, loss: 0.3669, grad_norm: 7.4240
2022-07-06 11:04:22,534 - mmdet - INFO - Epoch [2][850/5863] lr: 2.376e-06, eta: 5:50:52, time: 0.364, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0809, loss_cls: 0.1439, acc: 94.9395, loss_bbox: 0.1542, loss: 0.4052, grad_norm: 8.2010
2022-07-06 11:04:38,800 - mmdet - INFO - Epoch [2][900/5863] lr: 2.376e-06, eta: 5:50:33, time: 0.325, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0440, loss_cls: 0.1363, acc: 95.2129, loss_bbox: 0.1480, loss: 0.3512, grad_norm: 6.9113
2022-07-06 11:04:54,949 - mmdet - INFO - Epoch [2][950/5863] lr: 2.376e-06, eta: 5:50:13, time: 0.323, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0452, loss_cls: 0.1502, acc: 94.5605, loss_bbox: 0.1308, loss: 0.3489, grad_norm: 7.2983
2022-07-06 11:05:11,091 - mmdet - INFO - Epoch [2][1000/5863] lr: 2.376e-06, eta: 5:49:53, time: 0.323, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0644, loss_cls: 0.1716, acc: 94.0488, loss_bbox: 0.1575, loss: 0.4187, grad_norm: 7.6227
2022-07-06 11:05:27,240 - mmdet - INFO - Epoch [2][1050/5863] lr: 2.376e-06, eta: 5:49:33, time: 0.323, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0452, loss_cls: 0.1146, acc: 95.8887, loss_bbox: 0.1213, loss: 0.3092, grad_norm: 6.4693
2022-07-06 11:05:43,478 - mmdet - INFO - Epoch [2][1100/5863] lr: 2.376e-06, eta: 5:49:14, time: 0.325, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0519, loss_cls: 0.1432, acc: 94.8828, loss_bbox: 0.1434, loss: 0.3560, grad_norm: 7.3747
2022-07-06 11:05:59,597 - mmdet - INFO - Epoch [2][1150/5863] lr: 2.376e-06, eta: 5:48:53, time: 0.322, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0479, loss_cls: 0.1153, acc: 95.6602, loss_bbox: 0.1342, loss: 0.3207, grad_norm: 6.2563
2022-07-06 11:06:15,863 - mmdet - INFO - Epoch [2][1200/5863] lr: 2.376e-06, eta: 5:48:35, time: 0.325, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0405, loss_cls: 0.1258, acc: 95.5234, loss_bbox: 0.1245, loss: 0.3112, grad_norm: 6.6813
2022-07-06 11:06:32,227 - mmdet - INFO - Epoch [2][1250/5863] lr: 2.376e-06, eta: 5:48:17, time: 0.327, data_time: 0.003, memory: 9036, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0503, loss_cls: 0.1234, acc: 95.4883, loss_bbox: 0.1311, loss: 0.3220, grad_norm: 6.4283
2022-07-06 11:06:48,361 - mmdet - INFO - Epoch [2][1300/5863] lr: 2.376e-06, eta: 5:47:57, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0580, loss_cls: 0.1321, acc: 95.0410, loss_bbox: 0.1440, loss: 0.3627, grad_norm: 7.3741
2022-07-06 11:07:04,485 - mmdet - INFO - Epoch [2][1350/5863] lr: 2.376e-06, eta: 5:47:37, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0522, loss_cls: 0.1322, acc: 95.2285, loss_bbox: 0.1662, loss: 0.3763, grad_norm: 7.0563
2022-07-06 11:07:20,710 - mmdet - INFO - Epoch [2][1400/5863] lr: 2.376e-06, eta: 5:47:18, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0581, loss_cls: 0.1104, acc: 96.1562, loss_bbox: 0.1376, loss: 0.3280, grad_norm: 6.5886
2022-07-06 11:07:36,919 - mmdet - INFO - Epoch [2][1450/5863] lr: 2.376e-06, eta: 5:46:59, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0454, loss_cls: 0.1267, acc: 95.4473, loss_bbox: 0.1523, loss: 0.3491, grad_norm: 7.0236
2022-07-06 11:07:53,380 - mmdet - INFO - Epoch [2][1500/5863] lr: 2.376e-06, eta: 5:46:42, time: 0.329, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0581, loss_cls: 0.1031, acc: 96.1562, loss_bbox: 0.1207, loss: 0.3021, grad_norm: 6.0921
2022-07-06 11:08:09,599 - mmdet - INFO - Epoch [2][1550/5863] lr: 2.376e-06, eta: 5:46:23, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0597, loss_cls: 0.1284, acc: 95.0684, loss_bbox: 0.1304, loss: 0.3463, grad_norm: 7.0679
2022-07-06 11:08:27,336 - mmdet - INFO - Epoch [2][1600/5863] lr: 2.376e-06, eta: 5:46:16, time: 0.355, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0701, loss_cls: 0.1172, acc: 95.3574, loss_bbox: 0.1352, loss: 0.3467, grad_norm: 7.4273
2022-07-06 11:08:43,558 - mmdet - INFO - Epoch [2][1650/5863] lr: 2.376e-06, eta: 5:45:57, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0514, loss_cls: 0.1206, acc: 95.7500, loss_bbox: 0.1440, loss: 0.3424, grad_norm: 7.1523
2022-07-06 11:08:59,773 - mmdet - INFO - Epoch [2][1700/5863] lr: 2.376e-06, eta: 5:45:38, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0543, loss_cls: 0.1462, acc: 95.6523, loss_bbox: 0.1259, loss: 0.3455, grad_norm: 6.1290
2022-07-06 11:09:15,964 - mmdet - INFO - Epoch [2][1750/5863] lr: 2.376e-06, eta: 5:45:19, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0453, loss_cls: 0.1246, acc: 96.0117, loss_bbox: 0.1181, loss: 0.3076, grad_norm: 6.6084
2022-07-06 11:09:32,034 - mmdet - INFO - Epoch [2][1800/5863] lr: 2.376e-06, eta: 5:44:59, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0523, loss_cls: 0.1213, acc: 95.8418, loss_bbox: 0.1059, loss: 0.3046, grad_norm: 6.6563
2022-07-06 11:09:50,165 - mmdet - INFO - Epoch [2][1850/5863] lr: 2.376e-06, eta: 5:44:56, time: 0.363, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0461, loss_cls: 0.1073, acc: 95.9102, loss_bbox: 0.1196, loss: 0.2855, grad_norm: 6.4067
2022-07-06 11:10:06,302 - mmdet - INFO - Epoch [2][1900/5863] lr: 2.376e-06, eta: 5:44:36, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0470, loss_cls: 0.1151, acc: 95.7695, loss_bbox: 0.1303, loss: 0.3122, grad_norm: 6.6821
2022-07-06 11:10:22,462 - mmdet - INFO - Epoch [2][1950/5863] lr: 2.376e-06, eta: 5:44:17, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0479, loss_cls: 0.1228, acc: 95.7793, loss_bbox: 0.1139, loss: 0.3115, grad_norm: 6.5656
2022-07-06 11:10:38,604 - mmdet - INFO - Epoch [2][2000/5863] lr: 2.376e-06, eta: 5:43:57, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0427, loss_cls: 0.1143, acc: 95.8711, loss_bbox: 0.1167, loss: 0.2921, grad_norm: 6.4590
2022-07-06 11:10:54,790 - mmdet - INFO - Epoch [2][2050/5863] lr: 2.376e-06, eta: 5:43:38, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0503, loss_cls: 0.1366, acc: 95.1816, loss_bbox: 0.1378, loss: 0.3432, grad_norm: 7.1669
2022-07-06 11:11:10,949 - mmdet - INFO - Epoch [2][2100/5863] lr: 2.376e-06, eta: 5:43:19, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0496, loss_cls: 0.1185, acc: 95.5801, loss_bbox: 0.1199, loss: 0.3041, grad_norm: 6.8490
2022-07-06 11:11:27,432 - mmdet - INFO - Epoch [2][2150/5863] lr: 2.376e-06, eta: 5:43:02, time: 0.330, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0425, loss_cls: 0.1165, acc: 95.5801, loss_bbox: 0.1217, loss: 0.3120, grad_norm: 6.5094
2022-07-06 11:11:43,628 - mmdet - INFO - Epoch [2][2200/5863] lr: 2.376e-06, eta: 5:42:43, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0504, loss_cls: 0.1368, acc: 95.2422, loss_bbox: 0.1587, loss: 0.3704, grad_norm: 7.1616
2022-07-06 11:11:59,763 - mmdet - INFO - Epoch [2][2250/5863] lr: 2.376e-06, eta: 5:42:24, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0498, loss_cls: 0.1274, acc: 95.7246, loss_bbox: 0.1221, loss: 0.3342, grad_norm: 6.7698
2022-07-06 11:12:15,972 - mmdet - INFO - Epoch [2][2300/5863] lr: 2.376e-06, eta: 5:42:05, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0508, loss_cls: 0.1122, acc: 96.0371, loss_bbox: 0.1189, loss: 0.3097, grad_norm: 6.3983
2022-07-06 11:12:32,198 - mmdet - INFO - Epoch [2][2350/5863] lr: 2.376e-06, eta: 5:41:47, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0553, loss_cls: 0.1292, acc: 95.4668, loss_bbox: 0.1228, loss: 0.3317, grad_norm: 6.8056
2022-07-06 11:12:48,391 - mmdet - INFO - Epoch [2][2400/5863] lr: 2.376e-06, eta: 5:41:28, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0499, loss_cls: 0.1308, acc: 95.1445, loss_bbox: 0.1326, loss: 0.3398, grad_norm: 6.9517
2022-07-06 11:13:04,969 - mmdet - INFO - Epoch [2][2450/5863] lr: 2.376e-06, eta: 5:41:12, time: 0.331, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0410, loss_cls: 0.1074, acc: 95.9805, loss_bbox: 0.1195, loss: 0.2855, grad_norm: 5.8839
2022-07-06 11:13:21,399 - mmdet - INFO - Epoch [2][2500/5863] lr: 2.376e-06, eta: 5:40:55, time: 0.329, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0473, loss_cls: 0.1030, acc: 96.3301, loss_bbox: 0.1265, loss: 0.2983, grad_norm: 6.0282
2022-07-06 11:13:39,075 - mmdet - INFO - Epoch [2][2550/5863] lr: 2.376e-06, eta: 5:40:47, time: 0.354, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0630, loss_cls: 0.1243, acc: 95.2305, loss_bbox: 0.1312, loss: 0.3381, grad_norm: 7.0125
2022-07-06 11:13:55,345 - mmdet - INFO - Epoch [2][2600/5863] lr: 2.376e-06, eta: 5:40:29, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0521, loss_cls: 0.1263, acc: 95.5605, loss_bbox: 0.1204, loss: 0.3243, grad_norm: 7.1270
2022-07-06 11:14:11,540 - mmdet - INFO - Epoch [2][2650/5863] lr: 2.376e-06, eta: 5:40:10, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0554, loss_cls: 0.1104, acc: 95.9941, loss_bbox: 0.1162, loss: 0.3062, grad_norm: 6.4982
2022-07-06 11:14:29,489 - mmdet - INFO - Epoch [2][2700/5863] lr: 2.376e-06, eta: 5:40:04, time: 0.359, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0594, loss_cls: 0.1125, acc: 95.7832, loss_bbox: 0.1142, loss: 0.3139, grad_norm: 6.3658
2022-07-06 11:14:48,701 - mmdet - INFO - Epoch [2][2750/5863] lr: 2.376e-06, eta: 5:40:07, time: 0.384, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0563, loss_cls: 0.1203, acc: 95.6387, loss_bbox: 0.1230, loss: 0.3194, grad_norm: 6.1727
2022-07-06 11:15:05,022 - mmdet - INFO - Epoch [2][2800/5863] lr: 2.376e-06, eta: 5:39:49, time: 0.326, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0453, loss_cls: 0.1315, acc: 95.4668, loss_bbox: 0.1513, loss: 0.3494, grad_norm: 7.1006
2022-07-06 11:15:21,231 - mmdet - INFO - Epoch [2][2850/5863] lr: 2.376e-06, eta: 5:39:30, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0351, loss_cls: 0.1132, acc: 95.9922, loss_bbox: 0.1151, loss: 0.2842, grad_norm: 6.2162
2022-07-06 11:15:37,411 - mmdet - INFO - Epoch [2][2900/5863] lr: 2.376e-06, eta: 5:39:11, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0398, loss_cls: 0.1096, acc: 95.9609, loss_bbox: 0.1211, loss: 0.2896, grad_norm: 5.9022
2022-07-06 11:15:55,077 - mmdet - INFO - Epoch [2][2950/5863] lr: 2.376e-06, eta: 5:39:03, time: 0.353, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0520, loss_cls: 0.1024, acc: 96.2129, loss_bbox: 0.1158, loss: 0.2871, grad_norm: 6.3474
2022-07-06 11:16:11,368 - mmdet - INFO - Epoch [2][3000/5863] lr: 2.376e-06, eta: 5:38:45, time: 0.326, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0396, loss_cls: 0.1259, acc: 95.3398, loss_bbox: 0.1198, loss: 0.3128, grad_norm: 6.5080
2022-07-06 11:16:27,441 - mmdet - INFO - Epoch [2][3050/5863] lr: 2.376e-06, eta: 5:38:25, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0345, loss_cls: 0.1053, acc: 96.1211, loss_bbox: 0.1036, loss: 0.2707, grad_norm: 6.0608
2022-07-06 11:16:43,734 - mmdet - INFO - Epoch [2][3100/5863] lr: 2.376e-06, eta: 5:38:07, time: 0.326, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0508, loss_cls: 0.1135, acc: 95.7617, loss_bbox: 0.1181, loss: 0.2990, grad_norm: 6.6852
2022-07-06 11:17:00,129 - mmdet - INFO - Epoch [2][3150/5863] lr: 2.376e-06, eta: 5:37:49, time: 0.328, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0644, loss_cls: 0.1191, acc: 95.6875, loss_bbox: 0.1339, loss: 0.3470, grad_norm: 6.7669
2022-07-06 11:17:16,165 - mmdet - INFO - Epoch [2][3200/5863] lr: 2.376e-06, eta: 5:37:30, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0554, loss_cls: 0.1442, acc: 94.7285, loss_bbox: 0.1542, loss: 0.3771, grad_norm: 7.3744
2022-07-06 11:17:32,823 - mmdet - INFO - Epoch [2][3250/5863] lr: 2.376e-06, eta: 5:37:14, time: 0.333, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0495, loss_cls: 0.1213, acc: 95.8965, loss_bbox: 0.1060, loss: 0.3070, grad_norm: 6.6783
2022-07-06 11:17:49,376 - mmdet - INFO - Epoch [2][3300/5863] lr: 2.376e-06, eta: 5:36:58, time: 0.331, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0513, loss_cls: 0.1269, acc: 95.4336, loss_bbox: 0.1133, loss: 0.3217, grad_norm: 7.4033
2022-07-06 11:18:09,845 - mmdet - INFO - Epoch [2][3350/5863] lr: 2.376e-06, eta: 5:37:07, time: 0.409, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0427, loss_cls: 0.1028, acc: 96.1777, loss_bbox: 0.1007, loss: 0.2652, grad_norm: 6.4619
2022-07-06 11:18:30,855 - mmdet - INFO - Epoch [2][3400/5863] lr: 2.376e-06, eta: 5:37:20, time: 0.420, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0526, loss_cls: 0.1242, acc: 95.5430, loss_bbox: 0.1246, loss: 0.3280, grad_norm: 6.7075
2022-07-06 11:18:47,342 - mmdet - INFO - Epoch [2][3450/5863] lr: 2.376e-06, eta: 5:37:03, time: 0.330, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0476, loss_cls: 0.1144, acc: 95.8867, loss_bbox: 0.0987, loss: 0.2911, grad_norm: 6.3033
2022-07-06 11:19:03,842 - mmdet - INFO - Epoch [2][3500/5863] lr: 2.376e-06, eta: 5:36:46, time: 0.330, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0357, loss_cls: 0.0999, acc: 96.4043, loss_bbox: 0.0976, loss: 0.2508, grad_norm: 5.6822
2022-07-06 11:19:20,375 - mmdet - INFO - Epoch [2][3550/5863] lr: 2.376e-06, eta: 5:36:30, time: 0.331, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0440, loss_cls: 0.1157, acc: 95.7773, loss_bbox: 0.1096, loss: 0.2857, grad_norm: 6.4716
2022-07-06 11:19:36,718 - mmdet - INFO - Epoch [2][3600/5863] lr: 2.376e-06, eta: 5:36:12, time: 0.327, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0442, loss_cls: 0.1128, acc: 96.2207, loss_bbox: 0.1161, loss: 0.2987, grad_norm: 6.6902
2022-07-06 11:19:53,010 - mmdet - INFO - Epoch [2][3650/5863] lr: 2.376e-06, eta: 5:35:53, time: 0.326, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0501, loss_cls: 0.1056, acc: 96.0430, loss_bbox: 0.1094, loss: 0.2889, grad_norm: 6.3456
2022-07-06 11:20:09,202 - mmdet - INFO - Epoch [2][3700/5863] lr: 2.376e-06, eta: 5:35:34, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0496, loss_cls: 0.1136, acc: 95.9648, loss_bbox: 0.1136, loss: 0.3019, grad_norm: 6.2955
2022-07-06 11:20:25,266 - mmdet - INFO - Epoch [2][3750/5863] lr: 2.376e-06, eta: 5:35:15, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0313, loss_cls: 0.1033, acc: 96.3066, loss_bbox: 0.0981, loss: 0.2533, grad_norm: 6.1575
2022-07-06 11:20:41,447 - mmdet - INFO - Epoch [2][3800/5863] lr: 2.376e-06, eta: 5:34:56, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0434, loss_cls: 0.1219, acc: 95.5312, loss_bbox: 0.1342, loss: 0.3168, grad_norm: 6.5259
2022-07-06 11:20:57,680 - mmdet - INFO - Epoch [2][3850/5863] lr: 2.376e-06, eta: 5:34:37, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0419, loss_cls: 0.1119, acc: 95.9980, loss_bbox: 0.1092, loss: 0.2825, grad_norm: 6.3385
2022-07-06 11:21:13,897 - mmdet - INFO - Epoch [2][3900/5863] lr: 2.376e-06, eta: 5:34:18, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0404, loss_cls: 0.1270, acc: 95.4199, loss_bbox: 0.1017, loss: 0.3032, grad_norm: 6.2357
2022-07-06 11:21:31,534 - mmdet - INFO - Epoch [2][3950/5863] lr: 2.376e-06, eta: 5:34:09, time: 0.353, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0433, loss_cls: 0.1099, acc: 95.8262, loss_bbox: 0.1266, loss: 0.3015, grad_norm: 6.2821
2022-07-06 11:21:47,757 - mmdet - INFO - Epoch [2][4000/5863] lr: 2.376e-06, eta: 5:33:50, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0564, loss_cls: 0.1411, acc: 95.2363, loss_bbox: 0.1247, loss: 0.3486, grad_norm: 7.4453
2022-07-06 11:22:03,950 - mmdet - INFO - Epoch [2][4050/5863] lr: 2.376e-06, eta: 5:33:31, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0451, loss_cls: 0.1069, acc: 96.0078, loss_bbox: 0.1177, loss: 0.2947, grad_norm: 6.4758
2022-07-06 11:22:20,112 - mmdet - INFO - Epoch [2][4100/5863] lr: 2.376e-06, eta: 5:33:12, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0642, loss_cls: 0.1131, acc: 95.8242, loss_bbox: 0.1096, loss: 0.3091, grad_norm: 6.6543
2022-07-06 11:22:36,257 - mmdet - INFO - Epoch [2][4150/5863] lr: 2.376e-06, eta: 5:32:53, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0400, loss_cls: 0.1078, acc: 95.6602, loss_bbox: 0.1213, loss: 0.2827, grad_norm: 5.9654
2022-07-06 11:22:52,435 - mmdet - INFO - Epoch [2][4200/5863] lr: 2.376e-06, eta: 5:32:35, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0523, loss_cls: 0.1025, acc: 96.1992, loss_bbox: 0.1285, loss: 0.3007, grad_norm: 6.5569
2022-07-06 11:23:08,565 - mmdet - INFO - Epoch [2][4250/5863] lr: 2.376e-06, eta: 5:32:15, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0502, loss_cls: 0.1187, acc: 95.6953, loss_bbox: 0.1234, loss: 0.3137, grad_norm: 6.9722
2022-07-06 11:23:24,842 - mmdet - INFO - Epoch [2][4300/5863] lr: 2.376e-06, eta: 5:31:57, time: 0.326, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0377, loss_cls: 0.1313, acc: 95.8203, loss_bbox: 0.1111, loss: 0.2980, grad_norm: 6.0031
2022-07-06 11:23:41,046 - mmdet - INFO - Epoch [2][4350/5863] lr: 2.376e-06, eta: 5:31:39, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0422, loss_cls: 0.1286, acc: 95.4238, loss_bbox: 0.1211, loss: 0.3239, grad_norm: 8.1763
2022-07-06 11:23:57,216 - mmdet - INFO - Epoch [2][4400/5863] lr: 2.376e-06, eta: 5:31:20, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0412, loss_cls: 0.1127, acc: 95.8516, loss_bbox: 0.1245, loss: 0.3034, grad_norm: 6.8455
2022-07-06 11:24:13,378 - mmdet - INFO - Epoch [2][4450/5863] lr: 2.376e-06, eta: 5:31:01, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0444, loss_cls: 0.1401, acc: 95.1211, loss_bbox: 0.1304, loss: 0.3398, grad_norm: 7.4194
2022-07-06 11:24:29,649 - mmdet - INFO - Epoch [2][4500/5863] lr: 2.376e-06, eta: 5:30:43, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0539, loss_cls: 0.1095, acc: 96.0352, loss_bbox: 0.1132, loss: 0.2986, grad_norm: 6.3535
2022-07-06 11:24:45,866 - mmdet - INFO - Epoch [2][4550/5863] lr: 2.376e-06, eta: 5:30:25, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0489, loss_cls: 0.1184, acc: 95.6289, loss_bbox: 0.1393, loss: 0.3240, grad_norm: 7.4223
2022-07-06 11:25:02,030 - mmdet - INFO - Epoch [2][4600/5863] lr: 2.376e-06, eta: 5:30:06, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0397, loss_cls: 0.1184, acc: 95.9863, loss_bbox: 0.1166, loss: 0.2921, grad_norm: 5.9624
2022-07-06 11:25:18,120 - mmdet - INFO - Epoch [2][4650/5863] lr: 2.376e-06, eta: 5:29:47, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0332, loss_cls: 0.1094, acc: 96.0859, loss_bbox: 0.1015, loss: 0.2604, grad_norm: 5.7643
2022-07-06 11:25:34,240 - mmdet - INFO - Epoch [2][4700/5863] lr: 2.376e-06, eta: 5:29:28, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0359, loss_cls: 0.1031, acc: 96.4434, loss_bbox: 0.1023, loss: 0.2601, grad_norm: 5.9912
2022-07-06 11:25:50,391 - mmdet - INFO - Epoch [2][4750/5863] lr: 2.376e-06, eta: 5:29:10, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0520, loss_cls: 0.1265, acc: 95.3730, loss_bbox: 0.1582, loss: 0.3576, grad_norm: 8.4828
2022-07-06 11:26:06,580 - mmdet - INFO - Epoch [2][4800/5863] lr: 2.376e-06, eta: 5:28:51, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0381, loss_cls: 0.1424, acc: 95.3340, loss_bbox: 0.1044, loss: 0.3046, grad_norm: 6.8778
2022-07-06 11:26:22,757 - mmdet - INFO - Epoch [2][4850/5863] lr: 2.376e-06, eta: 5:28:33, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0425, loss_cls: 0.1135, acc: 95.7754, loss_bbox: 0.1083, loss: 0.2886, grad_norm: 5.7045
2022-07-06 11:26:38,838 - mmdet - INFO - Epoch [2][4900/5863] lr: 2.376e-06, eta: 5:28:14, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0375, loss_cls: 0.1202, acc: 96.2676, loss_bbox: 0.1009, loss: 0.2761, grad_norm: 5.6232
2022-07-06 11:26:55,084 - mmdet - INFO - Epoch [2][4950/5863] lr: 2.376e-06, eta: 5:27:56, time: 0.325, data_time: 0.004, memory: 9039, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0493, loss_cls: 0.1354, acc: 95.0957, loss_bbox: 0.1297, loss: 0.3553, grad_norm: 7.1276
2022-07-06 11:27:11,276 - mmdet - INFO - Epoch [2][5000/5863] lr: 2.376e-06, eta: 5:27:37, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0551, loss_cls: 0.1274, acc: 95.4062, loss_bbox: 0.1352, loss: 0.3451, grad_norm: 7.0481
2022-07-06 11:27:27,398 - mmdet - INFO - Epoch [2][5050/5863] lr: 2.376e-06, eta: 5:27:19, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0547, loss_cls: 0.1194, acc: 95.9922, loss_bbox: 0.1093, loss: 0.3166, grad_norm: 6.3746
2022-07-06 11:27:43,529 - mmdet - INFO - Epoch [2][5100/5863] lr: 2.376e-06, eta: 5:27:00, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0714, loss_cls: 0.1216, acc: 95.4863, loss_bbox: 0.1163, loss: 0.3367, grad_norm: 6.7745
2022-07-06 11:27:59,642 - mmdet - INFO - Epoch [2][5150/5863] lr: 2.376e-06, eta: 5:26:41, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0468, loss_cls: 0.1051, acc: 96.0195, loss_bbox: 0.1156, loss: 0.2894, grad_norm: 6.5193
2022-07-06 11:28:15,825 - mmdet - INFO - Epoch [2][5200/5863] lr: 2.376e-06, eta: 5:26:23, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0253, loss_cls: 0.1113, acc: 95.9844, loss_bbox: 0.1214, loss: 0.2762, grad_norm: 6.0865
2022-07-06 11:28:32,080 - mmdet - INFO - Epoch [2][5250/5863] lr: 2.376e-06, eta: 5:26:05, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0399, loss_cls: 0.1361, acc: 95.5273, loss_bbox: 0.0953, loss: 0.2892, grad_norm: 6.2227
2022-07-06 11:28:48,209 - mmdet - INFO - Epoch [2][5300/5863] lr: 2.376e-06, eta: 5:25:46, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0478, loss_cls: 0.1097, acc: 96.0430, loss_bbox: 0.1141, loss: 0.2982, grad_norm: 6.6455
2022-07-06 11:29:04,414 - mmdet - INFO - Epoch [2][5350/5863] lr: 2.376e-06, eta: 5:25:28, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0675, loss_cls: 0.1158, acc: 95.6055, loss_bbox: 0.1422, loss: 0.3463, grad_norm: 6.5313
2022-07-06 11:29:20,583 - mmdet - INFO - Epoch [2][5400/5863] lr: 2.376e-06, eta: 5:25:10, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0520, loss_cls: 0.1041, acc: 96.2871, loss_bbox: 0.0982, loss: 0.2743, grad_norm: 6.2866
2022-07-06 11:29:36,820 - mmdet - INFO - Epoch [2][5450/5863] lr: 2.376e-06, eta: 5:24:52, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0654, loss_cls: 0.1280, acc: 95.7031, loss_bbox: 0.1065, loss: 0.3209, grad_norm: 6.6989
2022-07-06 11:29:52,944 - mmdet - INFO - Epoch [2][5500/5863] lr: 2.376e-06, eta: 5:24:34, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0583, loss_cls: 0.1196, acc: 95.6719, loss_bbox: 0.1331, loss: 0.3393, grad_norm: 6.9683
2022-07-06 11:30:09,157 - mmdet - INFO - Epoch [2][5550/5863] lr: 2.376e-06, eta: 5:24:16, time: 0.324, data_time: 0.004, memory: 9039, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0562, loss_cls: 0.1251, acc: 96.3398, loss_bbox: 0.1089, loss: 0.3175, grad_norm: 6.9240
2022-07-06 11:30:25,367 - mmdet - INFO - Epoch [2][5600/5863] lr: 2.376e-06, eta: 5:23:58, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0467, loss_cls: 0.0913, acc: 96.7148, loss_bbox: 0.0973, loss: 0.2528, grad_norm: 5.3955
2022-07-06 11:30:41,468 - mmdet - INFO - Epoch [2][5650/5863] lr: 2.376e-06, eta: 5:23:39, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0428, loss_cls: 0.1100, acc: 96.0566, loss_bbox: 0.1077, loss: 0.2990, grad_norm: 6.2374
2022-07-06 11:30:57,595 - mmdet - INFO - Epoch [2][5700/5863] lr: 2.376e-06, eta: 5:23:21, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0429, loss_cls: 0.1001, acc: 96.2285, loss_bbox: 0.1193, loss: 0.2789, grad_norm: 6.1656
2022-07-06 11:31:13,768 - mmdet - INFO - Epoch [2][5750/5863] lr: 2.376e-06, eta: 5:23:02, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0391, loss_cls: 0.0970, acc: 96.3652, loss_bbox: 0.1069, loss: 0.2608, grad_norm: 6.8634
2022-07-06 11:31:29,877 - mmdet - INFO - Epoch [2][5800/5863] lr: 2.376e-06, eta: 5:22:44, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0617, loss_cls: 0.0995, acc: 96.3047, loss_bbox: 0.1208, loss: 0.2989, grad_norm: 6.6069
2022-07-06 11:31:45,976 - mmdet - INFO - Epoch [2][5850/5863] lr: 2.376e-06, eta: 5:22:26, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0505, loss_cls: 0.0948, acc: 96.3887, loss_bbox: 0.1140, loss: 0.2794, grad_norm: 5.8518
2022-07-06 11:31:50,502 - mmdet - INFO - Saving checkpoint at 2 epochs
2022-07-06 11:32:24,213 - mmdet - INFO - Epoch [3][50/5863] lr: 2.376e-06, eta: 5:22:57, time: 0.626, data_time: 0.303, memory: 9039, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0338, loss_cls: 0.0995, acc: 96.4512, loss_bbox: 0.1017, loss: 0.2588, grad_norm: 5.6165
2022-07-06 11:32:40,346 - mmdet - INFO - Epoch [3][100/5863] lr: 2.376e-06, eta: 5:22:39, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0395, loss_cls: 0.1052, acc: 96.1777, loss_bbox: 0.1056, loss: 0.2689, grad_norm: 5.5757
2022-07-06 11:32:56,557 - mmdet - INFO - Epoch [3][150/5863] lr: 2.376e-06, eta: 5:22:20, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0438, loss_cls: 0.1242, acc: 95.9043, loss_bbox: 0.1399, loss: 0.3286, grad_norm: 6.9000
2022-07-06 11:33:12,666 - mmdet - INFO - Epoch [3][200/5863] lr: 2.376e-06, eta: 5:22:02, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0376, loss_cls: 0.1060, acc: 96.0176, loss_bbox: 0.1234, loss: 0.2831, grad_norm: 6.4865
2022-07-06 11:33:28,835 - mmdet - INFO - Epoch [3][250/5863] lr: 2.376e-06, eta: 5:21:43, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0498, loss_cls: 0.1122, acc: 95.8066, loss_bbox: 0.1413, loss: 0.3191, grad_norm: 6.5833
2022-07-06 11:33:44,995 - mmdet - INFO - Epoch [3][300/5863] lr: 2.376e-06, eta: 5:21:25, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0503, loss_cls: 0.0946, acc: 96.3867, loss_bbox: 0.1055, loss: 0.2663, grad_norm: 6.1848
2022-07-06 11:34:01,247 - mmdet - INFO - Epoch [3][350/5863] lr: 2.376e-06, eta: 5:21:07, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0531, loss_cls: 0.1093, acc: 95.8223, loss_bbox: 0.1256, loss: 0.3019, grad_norm: 6.1888
2022-07-06 11:34:17,350 - mmdet - INFO - Epoch [3][400/5863] lr: 2.376e-06, eta: 5:20:49, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0343, loss_cls: 0.1040, acc: 95.8809, loss_bbox: 0.1240, loss: 0.2790, grad_norm: 5.9390
2022-07-06 11:34:38,762 - mmdet - INFO - Epoch [3][450/5863] lr: 2.376e-06, eta: 5:20:55, time: 0.428, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0372, loss_cls: 0.0954, acc: 96.2969, loss_bbox: 0.1085, loss: 0.2558, grad_norm: 5.4877
2022-07-06 11:34:54,883 - mmdet - INFO - Epoch [3][500/5863] lr: 2.376e-06, eta: 5:20:37, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0566, loss_cls: 0.0998, acc: 96.3613, loss_bbox: 0.1359, loss: 0.3095, grad_norm: 6.5274
2022-07-06 11:35:10,997 - mmdet - INFO - Epoch [3][550/5863] lr: 2.376e-06, eta: 5:20:18, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0455, loss_cls: 0.1120, acc: 96.0859, loss_bbox: 0.1186, loss: 0.3015, grad_norm: 7.0110
2022-07-06 11:35:27,087 - mmdet - INFO - Epoch [3][600/5863] lr: 2.376e-06, eta: 5:20:00, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0390, loss_cls: 0.1237, acc: 95.4727, loss_bbox: 0.1191, loss: 0.3023, grad_norm: 6.9034
2022-07-06 11:35:43,269 - mmdet - INFO - Epoch [3][650/5863] lr: 2.376e-06, eta: 5:19:41, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0412, loss_cls: 0.0895, acc: 96.5918, loss_bbox: 0.0972, loss: 0.2415, grad_norm: 6.1111
2022-07-06 11:35:59,406 - mmdet - INFO - Epoch [3][700/5863] lr: 2.376e-06, eta: 5:19:23, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0580, loss_cls: 0.1283, acc: 95.6289, loss_bbox: 0.1095, loss: 0.3163, grad_norm: 6.9324
2022-07-06 11:36:15,574 - mmdet - INFO - Epoch [3][750/5863] lr: 2.376e-06, eta: 5:19:05, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0334, loss_cls: 0.1019, acc: 96.2207, loss_bbox: 0.1120, loss: 0.2639, grad_norm: 6.1098
2022-07-06 11:36:31,700 - mmdet - INFO - Epoch [3][800/5863] lr: 2.376e-06, eta: 5:18:46, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0391, loss_cls: 0.1175, acc: 95.5723, loss_bbox: 0.1329, loss: 0.3051, grad_norm: 7.0588
2022-07-06 11:36:47,953 - mmdet - INFO - Epoch [3][850/5863] lr: 2.376e-06, eta: 5:18:28, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0559, loss_cls: 0.1018, acc: 95.9395, loss_bbox: 0.1180, loss: 0.2953, grad_norm: 6.4983
2022-07-06 11:37:04,212 - mmdet - INFO - Epoch [3][900/5863] lr: 2.376e-06, eta: 5:18:11, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0669, loss_cls: 0.1149, acc: 95.7227, loss_bbox: 0.1233, loss: 0.3213, grad_norm: 6.5250
2022-07-06 11:37:20,464 - mmdet - INFO - Epoch [3][950/5863] lr: 2.376e-06, eta: 5:17:53, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0474, loss_cls: 0.0949, acc: 96.3496, loss_bbox: 0.1043, loss: 0.2639, grad_norm: 5.5684
2022-07-06 11:37:36,737 - mmdet - INFO - Epoch [3][1000/5863] lr: 2.376e-06, eta: 5:17:35, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0613, loss_cls: 0.1033, acc: 95.9629, loss_bbox: 0.1098, loss: 0.2898, grad_norm: 6.8791
2022-07-06 11:37:52,903 - mmdet - INFO - Epoch [3][1050/5863] lr: 2.376e-06, eta: 5:17:17, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0344, loss_cls: 0.0974, acc: 96.2559, loss_bbox: 0.1108, loss: 0.2617, grad_norm: 5.8135
2022-07-06 11:38:08,939 - mmdet - INFO - Epoch [3][1100/5863] lr: 2.376e-06, eta: 5:16:58, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0328, loss_cls: 0.0945, acc: 96.2812, loss_bbox: 0.0884, loss: 0.2322, grad_norm: 5.6565
2022-07-06 11:38:27,771 - mmdet - INFO - Epoch [3][1150/5863] lr: 2.376e-06, eta: 5:16:52, time: 0.377, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0431, loss_cls: 0.0957, acc: 96.4727, loss_bbox: 0.0918, loss: 0.2467, grad_norm: 5.7229
2022-07-06 11:38:43,842 - mmdet - INFO - Epoch [3][1200/5863] lr: 2.376e-06, eta: 5:16:33, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0394, loss_cls: 0.1011, acc: 96.1094, loss_bbox: 0.1078, loss: 0.2619, grad_norm: 5.6109
2022-07-06 11:39:00,133 - mmdet - INFO - Epoch [3][1250/5863] lr: 2.376e-06, eta: 5:16:16, time: 0.326, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0338, loss_cls: 0.0909, acc: 96.5508, loss_bbox: 0.0883, loss: 0.2265, grad_norm: 5.4559
2022-07-06 11:39:16,284 - mmdet - INFO - Epoch [3][1300/5863] lr: 2.376e-06, eta: 5:15:57, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0465, loss_cls: 0.1126, acc: 95.8477, loss_bbox: 0.1071, loss: 0.2804, grad_norm: 6.2754
2022-07-06 11:39:32,576 - mmdet - INFO - Epoch [3][1350/5863] lr: 2.376e-06, eta: 5:15:40, time: 0.326, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0414, loss_cls: 0.1056, acc: 96.2383, loss_bbox: 0.0987, loss: 0.2631, grad_norm: 6.0067
2022-07-06 11:39:48,823 - mmdet - INFO - Epoch [3][1400/5863] lr: 2.376e-06, eta: 5:15:22, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0534, loss_cls: 0.0951, acc: 96.5488, loss_bbox: 0.0975, loss: 0.2717, grad_norm: 6.7137
2022-07-06 11:40:05,072 - mmdet - INFO - Epoch [3][1450/5863] lr: 2.376e-06, eta: 5:15:04, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0378, loss_cls: 0.1070, acc: 95.9980, loss_bbox: 0.1125, loss: 0.2763, grad_norm: 6.5000
2022-07-06 11:40:21,414 - mmdet - INFO - Epoch [3][1500/5863] lr: 2.376e-06, eta: 5:14:47, time: 0.327, data_time: 0.004, memory: 9039, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0405, loss_cls: 0.0910, acc: 96.6562, loss_bbox: 0.0972, loss: 0.2396, grad_norm: 6.1983
2022-07-06 11:40:37,525 - mmdet - INFO - Epoch [3][1550/5863] lr: 2.376e-06, eta: 5:14:29, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0295, loss_cls: 0.0891, acc: 96.7969, loss_bbox: 0.1142, loss: 0.2472, grad_norm: 5.0588
2022-07-06 11:40:53,654 - mmdet - INFO - Epoch [3][1600/5863] lr: 2.376e-06, eta: 5:14:10, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0446, loss_cls: 0.1065, acc: 96.1328, loss_bbox: 0.1054, loss: 0.2727, grad_norm: 6.8973
2022-07-06 11:41:09,820 - mmdet - INFO - Epoch [3][1650/5863] lr: 2.376e-06, eta: 5:13:52, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0623, loss_cls: 0.1001, acc: 96.0605, loss_bbox: 0.1083, loss: 0.2872, grad_norm: 6.1648
2022-07-06 11:41:26,078 - mmdet - INFO - Epoch [3][1700/5863] lr: 2.376e-06, eta: 5:13:35, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0426, loss_cls: 0.1075, acc: 95.8945, loss_bbox: 0.1098, loss: 0.2719, grad_norm: 6.1151
2022-07-06 11:41:42,493 - mmdet - INFO - Epoch [3][1750/5863] lr: 2.376e-06, eta: 5:13:18, time: 0.328, data_time: 0.004, memory: 9039, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0487, loss_cls: 0.1050, acc: 95.9609, loss_bbox: 0.1042, loss: 0.2773, grad_norm: 6.8186
2022-07-06 11:41:58,589 - mmdet - INFO - Epoch [3][1800/5863] lr: 2.376e-06, eta: 5:12:59, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0510, loss_cls: 0.1079, acc: 95.9473, loss_bbox: 0.1350, loss: 0.3106, grad_norm: 6.1568
2022-07-06 11:42:14,702 - mmdet - INFO - Epoch [3][1850/5863] lr: 2.376e-06, eta: 5:12:41, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0406, loss_cls: 0.0974, acc: 96.2598, loss_bbox: 0.1119, loss: 0.2655, grad_norm: 5.4289
2022-07-06 11:42:30,678 - mmdet - INFO - Epoch [3][1900/5863] lr: 2.376e-06, eta: 5:12:22, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0390, loss_cls: 0.0928, acc: 96.7227, loss_bbox: 0.1022, loss: 0.2557, grad_norm: 5.4832
2022-07-06 11:42:46,786 - mmdet - INFO - Epoch [3][1950/5863] lr: 2.376e-06, eta: 5:12:04, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0319, loss_cls: 0.1013, acc: 96.3398, loss_bbox: 0.1045, loss: 0.2568, grad_norm: 5.4840
2022-07-06 11:43:02,799 - mmdet - INFO - Epoch [3][2000/5863] lr: 2.376e-06, eta: 5:11:45, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0525, loss_cls: 0.1167, acc: 95.5547, loss_bbox: 0.1072, loss: 0.2976, grad_norm: 6.4656
2022-07-06 11:43:18,866 - mmdet - INFO - Epoch [3][2050/5863] lr: 2.376e-06, eta: 5:11:27, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0577, loss_cls: 0.0981, acc: 96.3105, loss_bbox: 0.0914, loss: 0.2643, grad_norm: 6.2877
2022-07-06 11:43:34,904 - mmdet - INFO - Epoch [3][2100/5863] lr: 2.376e-06, eta: 5:11:09, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0498, loss_cls: 0.1029, acc: 96.2773, loss_bbox: 0.0909, loss: 0.2602, grad_norm: 5.6071
2022-07-06 11:43:51,041 - mmdet - INFO - Epoch [3][2150/5863] lr: 2.376e-06, eta: 5:10:51, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0410, loss_cls: 0.1138, acc: 95.7285, loss_bbox: 0.1135, loss: 0.2897, grad_norm: 6.2029
2022-07-06 11:44:07,297 - mmdet - INFO - Epoch [3][2200/5863] lr: 2.376e-06, eta: 5:10:33, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0412, loss_cls: 0.0912, acc: 96.6582, loss_bbox: 0.0846, loss: 0.2394, grad_norm: 5.5175
2022-07-06 11:44:23,470 - mmdet - INFO - Epoch [3][2250/5863] lr: 2.376e-06, eta: 5:10:15, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0415, loss_cls: 0.0964, acc: 96.1113, loss_bbox: 0.1088, loss: 0.2586, grad_norm: 6.1380
2022-07-06 11:44:39,734 - mmdet - INFO - Epoch [3][2300/5863] lr: 2.376e-06, eta: 5:09:58, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0312, loss_cls: 0.0777, acc: 97.2129, loss_bbox: 0.0762, loss: 0.1974, grad_norm: 4.7126
2022-07-06 11:44:55,964 - mmdet - INFO - Epoch [3][2350/5863] lr: 2.376e-06, eta: 5:09:40, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0379, loss_cls: 0.1100, acc: 95.8867, loss_bbox: 0.1047, loss: 0.2679, grad_norm: 5.8495
2022-07-06 11:45:12,148 - mmdet - INFO - Epoch [3][2400/5863] lr: 2.376e-06, eta: 5:09:22, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0531, loss_cls: 0.1049, acc: 96.1562, loss_bbox: 0.0968, loss: 0.2672, grad_norm: 6.0968
2022-07-06 11:45:28,155 - mmdet - INFO - Epoch [3][2450/5863] lr: 2.376e-06, eta: 5:09:04, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0230, loss_cls: 0.0917, acc: 96.5527, loss_bbox: 0.1033, loss: 0.2248, grad_norm: 5.6011
2022-07-06 11:45:46,265 - mmdet - INFO - Epoch [3][2500/5863] lr: 2.376e-06, eta: 5:08:54, time: 0.362, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0538, loss_cls: 0.1169, acc: 96.1055, loss_bbox: 0.1235, loss: 0.3148, grad_norm: 5.9500
2022-07-06 11:46:02,323 - mmdet - INFO - Epoch [3][2550/5863] lr: 2.376e-06, eta: 5:08:35, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0369, loss_cls: 0.0964, acc: 96.4629, loss_bbox: 0.0999, loss: 0.2460, grad_norm: 5.7172
2022-07-06 11:46:18,376 - mmdet - INFO - Epoch [3][2600/5863] lr: 2.376e-06, eta: 5:08:17, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0438, loss_cls: 0.0999, acc: 96.5898, loss_bbox: 0.0940, loss: 0.2551, grad_norm: 6.3001
2022-07-06 11:46:34,495 - mmdet - INFO - Epoch [3][2650/5863] lr: 2.376e-06, eta: 5:07:59, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0346, loss_cls: 0.1038, acc: 96.0059, loss_bbox: 0.1096, loss: 0.2608, grad_norm: 6.2153
2022-07-06 11:46:50,646 - mmdet - INFO - Epoch [3][2700/5863] lr: 2.376e-06, eta: 5:07:41, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0434, loss_cls: 0.0888, acc: 96.5488, loss_bbox: 0.0823, loss: 0.2285, grad_norm: 5.7941
2022-07-06 11:47:06,695 - mmdet - INFO - Epoch [3][2750/5863] lr: 2.376e-06, eta: 5:07:23, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0644, loss_cls: 0.1005, acc: 96.1211, loss_bbox: 0.1167, loss: 0.3004, grad_norm: 6.3897
2022-07-06 11:47:22,887 - mmdet - INFO - Epoch [3][2800/5863] lr: 2.376e-06, eta: 5:07:05, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0534, loss_cls: 0.1164, acc: 95.4453, loss_bbox: 0.1268, loss: 0.3146, grad_norm: 7.2848
2022-07-06 11:47:39,015 - mmdet - INFO - Epoch [3][2850/5863] lr: 2.376e-06, eta: 5:06:47, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0533, loss_cls: 0.1144, acc: 95.9238, loss_bbox: 0.1078, loss: 0.2882, grad_norm: 6.0513
2022-07-06 11:47:55,116 - mmdet - INFO - Epoch [3][2900/5863] lr: 2.376e-06, eta: 5:06:29, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0536, loss_cls: 0.1096, acc: 95.8945, loss_bbox: 0.1035, loss: 0.2882, grad_norm: 6.0119
2022-07-06 11:48:11,233 - mmdet - INFO - Epoch [3][2950/5863] lr: 2.376e-06, eta: 5:06:11, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0425, loss_cls: 0.1188, acc: 95.7246, loss_bbox: 0.1118, loss: 0.2963, grad_norm: 6.5782
2022-07-06 11:48:28,830 - mmdet - INFO - Epoch [3][3000/5863] lr: 2.376e-06, eta: 5:05:59, time: 0.352, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0431, loss_cls: 0.0979, acc: 96.4668, loss_bbox: 0.1033, loss: 0.2636, grad_norm: 6.5832
2022-07-06 11:48:44,835 - mmdet - INFO - Epoch [3][3050/5863] lr: 2.376e-06, eta: 5:05:41, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0405, loss_cls: 0.0977, acc: 96.5312, loss_bbox: 0.0964, loss: 0.2554, grad_norm: 5.4772
2022-07-06 11:49:00,902 - mmdet - INFO - Epoch [3][3100/5863] lr: 2.376e-06, eta: 5:05:22, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0253, loss_cls: 0.0856, acc: 96.5859, loss_bbox: 0.0840, loss: 0.2076, grad_norm: 5.4461
2022-07-06 11:49:16,882 - mmdet - INFO - Epoch [3][3150/5863] lr: 2.376e-06, eta: 5:05:04, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0427, loss_cls: 0.1055, acc: 95.8828, loss_bbox: 0.0902, loss: 0.2559, grad_norm: 5.9870
2022-07-06 11:49:32,905 - mmdet - INFO - Epoch [3][3200/5863] lr: 2.376e-06, eta: 5:04:46, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0511, loss_cls: 0.1006, acc: 96.2148, loss_bbox: 0.1033, loss: 0.2756, grad_norm: 6.8116
2022-07-06 11:49:48,957 - mmdet - INFO - Epoch [3][3250/5863] lr: 2.376e-06, eta: 5:04:28, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0483, loss_cls: 0.0914, acc: 96.5488, loss_bbox: 0.1327, loss: 0.2874, grad_norm: 6.2876
2022-07-06 11:50:05,073 - mmdet - INFO - Epoch [3][3300/5863] lr: 2.376e-06, eta: 5:04:10, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0302, loss_cls: 0.0951, acc: 96.3887, loss_bbox: 0.1078, loss: 0.2448, grad_norm: 5.4476
2022-07-06 11:50:21,186 - mmdet - INFO - Epoch [3][3350/5863] lr: 2.376e-06, eta: 5:03:52, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0353, loss_cls: 0.0830, acc: 96.7871, loss_bbox: 0.0961, loss: 0.2317, grad_norm: 5.4664
2022-07-06 11:50:37,356 - mmdet - INFO - Epoch [3][3400/5863] lr: 2.376e-06, eta: 5:03:34, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0419, loss_cls: 0.1013, acc: 96.0957, loss_bbox: 0.1362, loss: 0.2945, grad_norm: 6.1030
2022-07-06 11:50:53,336 - mmdet - INFO - Epoch [3][3450/5863] lr: 2.376e-06, eta: 5:03:16, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0438, loss_cls: 0.0886, acc: 96.6523, loss_bbox: 0.1014, loss: 0.2501, grad_norm: 5.2503
2022-07-06 11:51:09,392 - mmdet - INFO - Epoch [3][3500/5863] lr: 2.376e-06, eta: 5:02:58, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0548, loss_cls: 0.0931, acc: 96.4688, loss_bbox: 0.1000, loss: 0.2670, grad_norm: 6.4225
2022-07-06 11:51:25,335 - mmdet - INFO - Epoch [3][3550/5863] lr: 2.376e-06, eta: 5:02:39, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0333, loss_cls: 0.0946, acc: 96.4102, loss_bbox: 0.1043, loss: 0.2488, grad_norm: 5.7810
2022-07-06 11:51:41,387 - mmdet - INFO - Epoch [3][3600/5863] lr: 2.376e-06, eta: 5:02:21, time: 0.321, data_time: 0.004, memory: 9039, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0432, loss_cls: 0.1054, acc: 96.0723, loss_bbox: 0.0932, loss: 0.2569, grad_norm: 5.7348
2022-07-06 11:51:57,390 - mmdet - INFO - Epoch [3][3650/5863] lr: 2.376e-06, eta: 5:02:03, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0362, loss_cls: 0.0841, acc: 96.8926, loss_bbox: 0.0843, loss: 0.2196, grad_norm: 5.4889
2022-07-06 11:52:13,412 - mmdet - INFO - Epoch [3][3700/5863] lr: 2.376e-06, eta: 5:01:45, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0563, loss_cls: 0.1232, acc: 95.2969, loss_bbox: 0.1218, loss: 0.3209, grad_norm: 6.3720
2022-07-06 11:52:29,358 - mmdet - INFO - Epoch [3][3750/5863] lr: 2.376e-06, eta: 5:01:27, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0397, loss_cls: 0.0944, acc: 96.3340, loss_bbox: 0.0927, loss: 0.2411, grad_norm: 5.7602
2022-07-06 11:52:45,380 - mmdet - INFO - Epoch [3][3800/5863] lr: 2.376e-06, eta: 5:01:08, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0405, loss_cls: 0.0896, acc: 96.4941, loss_bbox: 0.0948, loss: 0.2381, grad_norm: 5.7609
2022-07-06 11:53:01,490 - mmdet - INFO - Epoch [3][3850/5863] lr: 2.376e-06, eta: 5:00:51, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0450, loss_cls: 0.0986, acc: 96.4551, loss_bbox: 0.1161, loss: 0.2762, grad_norm: 6.0137
2022-07-06 11:53:17,627 - mmdet - INFO - Epoch [3][3900/5863] lr: 2.376e-06, eta: 5:00:33, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0495, loss_cls: 0.0986, acc: 96.1504, loss_bbox: 0.0953, loss: 0.2561, grad_norm: 5.3794
2022-07-06 11:53:33,702 - mmdet - INFO - Epoch [3][3950/5863] lr: 2.376e-06, eta: 5:00:15, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0327, loss_cls: 0.1003, acc: 96.3945, loss_bbox: 0.0899, loss: 0.2424, grad_norm: 5.8471
2022-07-06 11:53:49,800 - mmdet - INFO - Epoch [3][4000/5863] lr: 2.376e-06, eta: 4:59:57, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0322, loss_cls: 0.0896, acc: 96.5996, loss_bbox: 0.0897, loss: 0.2241, grad_norm: 4.8791
2022-07-06 11:54:07,591 - mmdet - INFO - Epoch [3][4050/5863] lr: 2.376e-06, eta: 4:59:45, time: 0.356, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0471, loss_cls: 0.1045, acc: 95.9980, loss_bbox: 0.1317, loss: 0.2990, grad_norm: 5.8855
2022-07-06 11:54:23,699 - mmdet - INFO - Epoch [3][4100/5863] lr: 2.376e-06, eta: 4:59:28, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0429, loss_cls: 0.0928, acc: 96.4883, loss_bbox: 0.1103, loss: 0.2587, grad_norm: 6.1154
2022-07-06 11:54:39,663 - mmdet - INFO - Epoch [3][4150/5863] lr: 2.376e-06, eta: 4:59:09, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0338, loss_cls: 0.0995, acc: 96.2285, loss_bbox: 0.1028, loss: 0.2487, grad_norm: 6.0127
2022-07-06 11:54:55,638 - mmdet - INFO - Epoch [3][4200/5863] lr: 2.376e-06, eta: 4:58:51, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0360, loss_cls: 0.1106, acc: 96.1074, loss_bbox: 0.1030, loss: 0.2641, grad_norm: 6.5817
2022-07-06 11:55:11,778 - mmdet - INFO - Epoch [3][4250/5863] lr: 2.376e-06, eta: 4:58:34, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0541, loss_cls: 0.0981, acc: 96.4785, loss_bbox: 0.1058, loss: 0.2687, grad_norm: 5.6167
2022-07-06 11:55:27,901 - mmdet - INFO - Epoch [3][4300/5863] lr: 2.376e-06, eta: 4:58:16, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0378, loss_cls: 0.1018, acc: 96.2832, loss_bbox: 0.1037, loss: 0.2646, grad_norm: 6.2410
2022-07-06 11:55:45,950 - mmdet - INFO - Epoch [3][4350/5863] lr: 2.376e-06, eta: 4:58:05, time: 0.361, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0485, loss_cls: 0.1057, acc: 95.9492, loss_bbox: 0.1125, loss: 0.2834, grad_norm: 6.0129
2022-07-06 11:56:02,083 - mmdet - INFO - Epoch [3][4400/5863] lr: 2.376e-06, eta: 4:57:47, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0644, loss_cls: 0.1055, acc: 95.8965, loss_bbox: 0.1118, loss: 0.3015, grad_norm: 7.1717
2022-07-06 11:56:18,130 - mmdet - INFO - Epoch [3][4450/5863] lr: 2.376e-06, eta: 4:57:29, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0375, loss_cls: 0.1058, acc: 96.1562, loss_bbox: 0.0904, loss: 0.2486, grad_norm: 5.9718
2022-07-06 11:56:34,244 - mmdet - INFO - Epoch [3][4500/5863] lr: 2.376e-06, eta: 4:57:12, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0480, loss_cls: 0.0992, acc: 96.2461, loss_bbox: 0.0963, loss: 0.2591, grad_norm: 6.5672
2022-07-06 11:56:50,204 - mmdet - INFO - Epoch [3][4550/5863] lr: 2.376e-06, eta: 4:56:54, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0493, loss_cls: 0.1042, acc: 95.9688, loss_bbox: 0.1020, loss: 0.2705, grad_norm: 6.4304
2022-07-06 11:57:06,163 - mmdet - INFO - Epoch [3][4600/5863] lr: 2.376e-06, eta: 4:56:35, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0448, loss_cls: 0.0997, acc: 96.3730, loss_bbox: 0.1006, loss: 0.2591, grad_norm: 5.6394
2022-07-06 11:57:22,196 - mmdet - INFO - Epoch [3][4650/5863] lr: 2.376e-06, eta: 4:56:17, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0380, loss_cls: 0.0955, acc: 96.2031, loss_bbox: 0.1090, loss: 0.2521, grad_norm: 5.8567
2022-07-06 11:57:38,246 - mmdet - INFO - Epoch [3][4700/5863] lr: 2.376e-06, eta: 4:56:00, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0443, loss_cls: 0.1080, acc: 96.0605, loss_bbox: 0.0935, loss: 0.2651, grad_norm: 5.6327
2022-07-06 11:57:54,350 - mmdet - INFO - Epoch [3][4750/5863] lr: 2.376e-06, eta: 4:55:42, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0509, loss_cls: 0.0909, acc: 96.4512, loss_bbox: 0.0887, loss: 0.2434, grad_norm: 5.0871
2022-07-06 11:58:10,345 - mmdet - INFO - Epoch [3][4800/5863] lr: 2.376e-06, eta: 4:55:24, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0296, loss_cls: 0.1037, acc: 96.4336, loss_bbox: 0.0936, loss: 0.2420, grad_norm: 5.8470
2022-07-06 11:58:26,458 - mmdet - INFO - Epoch [3][4850/5863] lr: 2.376e-06, eta: 4:55:06, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0304, loss_cls: 0.0827, acc: 97.0254, loss_bbox: 0.0956, loss: 0.2170, grad_norm: 5.7697
2022-07-06 11:58:42,602 - mmdet - INFO - Epoch [3][4900/5863] lr: 2.376e-06, eta: 4:54:49, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0400, loss_cls: 0.1070, acc: 95.7871, loss_bbox: 0.0999, loss: 0.2657, grad_norm: 6.4150
2022-07-06 11:59:00,304 - mmdet - INFO - Epoch [3][4950/5863] lr: 2.376e-06, eta: 4:54:36, time: 0.354, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0316, loss_cls: 0.0976, acc: 96.3691, loss_bbox: 0.0886, loss: 0.2324, grad_norm: 5.7376
2022-07-06 11:59:16,301 - mmdet - INFO - Epoch [3][5000/5863] lr: 2.376e-06, eta: 4:54:18, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0479, loss_cls: 0.1042, acc: 96.1035, loss_bbox: 0.1020, loss: 0.2699, grad_norm: 5.9778
2022-07-06 11:59:32,326 - mmdet - INFO - Epoch [3][5050/5863] lr: 2.376e-06, eta: 4:54:01, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0441, loss_cls: 0.0903, acc: 96.7812, loss_bbox: 0.0877, loss: 0.2362, grad_norm: 5.2765
2022-07-06 11:59:48,275 - mmdet - INFO - Epoch [3][5100/5863] lr: 2.376e-06, eta: 4:53:43, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0405, loss_cls: 0.0970, acc: 96.1387, loss_bbox: 0.1044, loss: 0.2557, grad_norm: 6.5655
2022-07-06 12:00:04,387 - mmdet - INFO - Epoch [3][5150/5863] lr: 2.376e-06, eta: 4:53:25, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0330, loss_cls: 0.0870, acc: 96.5469, loss_bbox: 0.0883, loss: 0.2186, grad_norm: 4.6598
2022-07-06 12:00:20,405 - mmdet - INFO - Epoch [3][5200/5863] lr: 2.376e-06, eta: 4:53:07, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0110, loss_rpn_bbox: 0.0489, loss_cls: 0.0935, acc: 96.6504, loss_bbox: 0.0826, loss: 0.2361, grad_norm: 5.2173
2022-07-06 12:00:36,476 - mmdet - INFO - Epoch [3][5250/5863] lr: 2.376e-06, eta: 4:52:49, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0256, loss_cls: 0.0874, acc: 96.7637, loss_bbox: 0.0836, loss: 0.2080, grad_norm: 5.0235
2022-07-06 12:00:52,415 - mmdet - INFO - Epoch [3][5300/5863] lr: 2.376e-06, eta: 4:52:31, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0483, loss_cls: 0.1021, acc: 96.1113, loss_bbox: 0.1015, loss: 0.2659, grad_norm: 6.3807
2022-07-06 12:01:08,423 - mmdet - INFO - Epoch [3][5350/5863] lr: 2.376e-06, eta: 4:52:13, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0614, loss_cls: 0.1046, acc: 96.0352, loss_bbox: 0.1037, loss: 0.2866, grad_norm: 6.0426
2022-07-06 12:01:24,418 - mmdet - INFO - Epoch [3][5400/5863] lr: 2.376e-06, eta: 4:51:56, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0520, loss_cls: 0.1013, acc: 96.0645, loss_bbox: 0.1148, loss: 0.2856, grad_norm: 5.8099
2022-07-06 12:01:40,484 - mmdet - INFO - Epoch [3][5450/5863] lr: 2.376e-06, eta: 4:51:38, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0411, loss_cls: 0.0894, acc: 96.7207, loss_bbox: 0.0947, loss: 0.2394, grad_norm: 5.4725
2022-07-06 12:01:58,251 - mmdet - INFO - Epoch [3][5500/5863] lr: 2.376e-06, eta: 4:51:26, time: 0.355, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0512, loss_cls: 0.1145, acc: 95.6641, loss_bbox: 0.1230, loss: 0.3062, grad_norm: 6.4224
2022-07-06 12:02:14,293 - mmdet - INFO - Epoch [3][5550/5863] lr: 2.376e-06, eta: 4:51:08, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0349, loss_cls: 0.1029, acc: 96.0918, loss_bbox: 0.0974, loss: 0.2552, grad_norm: 5.8876
2022-07-06 12:02:30,246 - mmdet - INFO - Epoch [3][5600/5863] lr: 2.376e-06, eta: 4:50:50, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0401, loss_cls: 0.0940, acc: 96.4609, loss_bbox: 0.0943, loss: 0.2435, grad_norm: 5.2955
2022-07-06 12:02:47,800 - mmdet - INFO - Epoch [3][5650/5863] lr: 2.376e-06, eta: 4:50:37, time: 0.351, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0486, loss_cls: 0.1007, acc: 96.2168, loss_bbox: 0.0935, loss: 0.2725, grad_norm: 5.9496
2022-07-06 12:03:03,789 - mmdet - INFO - Epoch [3][5700/5863] lr: 2.376e-06, eta: 4:50:19, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0380, loss_cls: 0.0932, acc: 96.5566, loss_bbox: 0.0894, loss: 0.2326, grad_norm: 5.2634
2022-07-06 12:03:22,861 - mmdet - INFO - Epoch [3][5750/5863] lr: 2.376e-06, eta: 4:50:10, time: 0.381, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0533, loss_cls: 0.0922, acc: 96.5645, loss_bbox: 0.0916, loss: 0.2567, grad_norm: 5.8423
2022-07-06 12:03:40,367 - mmdet - INFO - Epoch [3][5800/5863] lr: 2.376e-06, eta: 4:49:57, time: 0.350, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0521, loss_cls: 0.1040, acc: 96.1504, loss_bbox: 0.1153, loss: 0.2932, grad_norm: 6.1737
2022-07-06 12:03:56,543 - mmdet - INFO - Epoch [3][5850/5863] lr: 2.376e-06, eta: 4:49:40, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0425, loss_cls: 0.0885, acc: 96.7148, loss_bbox: 0.1064, loss: 0.2496, grad_norm: 5.5384
2022-07-06 12:04:01,104 - mmdet - INFO - Saving checkpoint at 3 epochs
2022-07-06 12:04:34,056 - mmdet - INFO - Epoch [4][50/5863] lr: 2.376e-06, eta: 4:49:49, time: 0.614, data_time: 0.293, memory: 9039, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0419, loss_cls: 0.0855, acc: 96.9316, loss_bbox: 0.0877, loss: 0.2271, grad_norm: 6.9355
2022-07-06 12:04:50,112 - mmdet - INFO - Epoch [4][100/5863] lr: 2.376e-06, eta: 4:49:31, time: 0.321, data_time: 0.004, memory: 9039, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0411, loss_cls: 0.0812, acc: 96.9395, loss_bbox: 0.0935, loss: 0.2282, grad_norm: 5.3737
2022-07-06 12:05:07,740 - mmdet - INFO - Epoch [4][150/5863] lr: 2.376e-06, eta: 4:49:18, time: 0.353, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0433, loss_cls: 0.1066, acc: 95.7441, loss_bbox: 0.1174, loss: 0.2840, grad_norm: 6.2298
2022-07-06 12:05:23,739 - mmdet - INFO - Epoch [4][200/5863] lr: 2.376e-06, eta: 4:49:00, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0392, loss_cls: 0.0997, acc: 96.0371, loss_bbox: 0.1143, loss: 0.2672, grad_norm: 6.0452
2022-07-06 12:05:41,311 - mmdet - INFO - Epoch [4][250/5863] lr: 2.376e-06, eta: 4:48:46, time: 0.351, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0495, loss_cls: 0.1116, acc: 95.7871, loss_bbox: 0.1070, loss: 0.2837, grad_norm: 6.1918
2022-07-06 12:05:57,398 - mmdet - INFO - Epoch [4][300/5863] lr: 2.376e-06, eta: 4:48:29, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0252, loss_cls: 0.0927, acc: 96.3594, loss_bbox: 0.1058, loss: 0.2329, grad_norm: 5.4186
2022-07-06 12:06:13,432 - mmdet - INFO - Epoch [4][350/5863] lr: 2.376e-06, eta: 4:48:11, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0357, loss_cls: 0.0906, acc: 96.5234, loss_bbox: 0.0917, loss: 0.2306, grad_norm: 5.1567
2022-07-06 12:06:29,414 - mmdet - INFO - Epoch [4][400/5863] lr: 2.376e-06, eta: 4:47:53, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0425, loss_cls: 0.0933, acc: 96.3438, loss_bbox: 0.1345, loss: 0.2797, grad_norm: 5.5767
2022-07-06 12:06:45,406 - mmdet - INFO - Epoch [4][450/5863] lr: 2.376e-06, eta: 4:47:35, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0387, loss_cls: 0.0919, acc: 96.4121, loss_bbox: 0.1156, loss: 0.2638, grad_norm: 5.9267
2022-07-06 12:07:01,361 - mmdet - INFO - Epoch [4][500/5863] lr: 2.376e-06, eta: 4:47:17, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0325, loss_cls: 0.0899, acc: 96.7070, loss_bbox: 0.0790, loss: 0.2151, grad_norm: 5.0948
2022-07-06 12:07:19,183 - mmdet - INFO - Epoch [4][550/5863] lr: 2.376e-06, eta: 4:47:04, time: 0.356, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0468, loss_cls: 0.0953, acc: 96.3086, loss_bbox: 0.0867, loss: 0.2477, grad_norm: 5.2524
2022-07-06 12:07:35,348 - mmdet - INFO - Epoch [4][600/5863] lr: 2.376e-06, eta: 4:46:47, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0392, loss_cls: 0.0854, acc: 96.6953, loss_bbox: 0.0947, loss: 0.2335, grad_norm: 5.2644
2022-07-06 12:07:51,443 - mmdet - INFO - Epoch [4][650/5863] lr: 2.376e-06, eta: 4:46:29, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0406, loss_cls: 0.1027, acc: 96.3125, loss_bbox: 0.1111, loss: 0.2667, grad_norm: 5.6655
2022-07-06 12:08:07,542 - mmdet - INFO - Epoch [4][700/5863] lr: 2.376e-06, eta: 4:46:12, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0390, loss_cls: 0.0963, acc: 96.4023, loss_bbox: 0.0907, loss: 0.2499, grad_norm: 6.3450
2022-07-06 12:08:25,211 - mmdet - INFO - Epoch [4][750/5863] lr: 2.376e-06, eta: 4:45:58, time: 0.353, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0479, loss_cls: 0.0926, acc: 96.4062, loss_bbox: 0.0990, loss: 0.2603, grad_norm: 5.3103
2022-07-06 12:08:41,298 - mmdet - INFO - Epoch [4][800/5863] lr: 2.376e-06, eta: 4:45:41, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0440, loss_cls: 0.0879, acc: 96.4570, loss_bbox: 0.0952, loss: 0.2389, grad_norm: 5.4943
2022-07-06 12:08:57,375 - mmdet - INFO - Epoch [4][850/5863] lr: 2.376e-06, eta: 4:45:23, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0282, loss_cls: 0.0947, acc: 96.4609, loss_bbox: 0.0986, loss: 0.2317, grad_norm: 5.5580
2022-07-06 12:09:13,514 - mmdet - INFO - Epoch [4][900/5863] lr: 2.376e-06, eta: 4:45:06, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0347, loss_cls: 0.0833, acc: 96.7461, loss_bbox: 0.1061, loss: 0.2318, grad_norm: 5.1509
2022-07-06 12:09:29,796 - mmdet - INFO - Epoch [4][950/5863] lr: 2.376e-06, eta: 4:44:49, time: 0.326, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0405, loss_cls: 0.1008, acc: 96.2773, loss_bbox: 0.1033, loss: 0.2615, grad_norm: 5.8642
2022-07-06 12:09:46,068 - mmdet - INFO - Epoch [4][1000/5863] lr: 2.376e-06, eta: 4:44:31, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0438, loss_cls: 0.0908, acc: 96.5293, loss_bbox: 0.1010, loss: 0.2470, grad_norm: 5.6487
2022-07-06 12:10:02,299 - mmdet - INFO - Epoch [4][1050/5863] lr: 2.376e-06, eta: 4:44:14, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0436, loss_cls: 0.1079, acc: 96.0176, loss_bbox: 0.0984, loss: 0.2654, grad_norm: 5.9361
2022-07-06 12:10:18,379 - mmdet - INFO - Epoch [4][1100/5863] lr: 2.376e-06, eta: 4:43:57, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0391, loss_cls: 0.0904, acc: 96.5898, loss_bbox: 0.0935, loss: 0.2302, grad_norm: 5.3510
2022-07-06 12:10:34,406 - mmdet - INFO - Epoch [4][1150/5863] lr: 2.376e-06, eta: 4:43:39, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0396, loss_cls: 0.1045, acc: 96.2383, loss_bbox: 0.1017, loss: 0.2553, grad_norm: 5.5788
2022-07-06 12:10:50,564 - mmdet - INFO - Epoch [4][1200/5863] lr: 2.376e-06, eta: 4:43:21, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0435, loss_cls: 0.0875, acc: 96.7207, loss_bbox: 0.0964, loss: 0.2437, grad_norm: 5.2034
2022-07-06 12:11:06,823 - mmdet - INFO - Epoch [4][1250/5863] lr: 2.376e-06, eta: 4:43:04, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0302, loss_cls: 0.0891, acc: 96.7949, loss_bbox: 0.0910, loss: 0.2190, grad_norm: 6.1518
2022-07-06 12:11:23,080 - mmdet - INFO - Epoch [4][1300/5863] lr: 2.376e-06, eta: 4:42:47, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0401, loss_cls: 0.0968, acc: 96.5254, loss_bbox: 0.0991, loss: 0.2474, grad_norm: 5.7919
2022-07-06 12:11:39,409 - mmdet - INFO - Epoch [4][1350/5863] lr: 2.376e-06, eta: 4:42:30, time: 0.327, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0446, loss_cls: 0.0908, acc: 96.6543, loss_bbox: 0.0829, loss: 0.2332, grad_norm: 5.2117
2022-07-06 12:11:55,724 - mmdet - INFO - Epoch [4][1400/5863] lr: 2.376e-06, eta: 4:42:13, time: 0.326, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0404, loss_cls: 0.0904, acc: 96.4512, loss_bbox: 0.1065, loss: 0.2552, grad_norm: 5.8912
2022-07-06 12:12:11,908 - mmdet - INFO - Epoch [4][1450/5863] lr: 2.376e-06, eta: 4:41:56, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0402, loss_cls: 0.0945, acc: 96.3633, loss_bbox: 0.1273, loss: 0.2762, grad_norm: 5.1001
2022-07-06 12:12:28,011 - mmdet - INFO - Epoch [4][1500/5863] lr: 2.376e-06, eta: 4:41:39, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0466, loss_cls: 0.0957, acc: 96.3105, loss_bbox: 0.0940, loss: 0.2492, grad_norm: 6.3042
2022-07-06 12:12:44,181 - mmdet - INFO - Epoch [4][1550/5863] lr: 2.376e-06, eta: 4:41:21, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0390, loss_cls: 0.0871, acc: 96.6289, loss_bbox: 0.0894, loss: 0.2289, grad_norm: 5.6293
2022-07-06 12:13:01,818 - mmdet - INFO - Epoch [4][1600/5863] lr: 2.376e-06, eta: 4:41:08, time: 0.353, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0324, loss_cls: 0.0826, acc: 96.6758, loss_bbox: 0.0962, loss: 0.2254, grad_norm: 5.6705
2022-07-06 12:13:17,925 - mmdet - INFO - Epoch [4][1650/5863] lr: 2.376e-06, eta: 4:40:50, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0344, loss_cls: 0.1058, acc: 96.1797, loss_bbox: 0.1131, loss: 0.2698, grad_norm: 5.5332
2022-07-06 12:13:34,071 - mmdet - INFO - Epoch [4][1700/5863] lr: 2.376e-06, eta: 4:40:33, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0369, loss_cls: 0.0788, acc: 96.8535, loss_bbox: 0.0788, loss: 0.2076, grad_norm: 4.8823
2022-07-06 12:13:50,217 - mmdet - INFO - Epoch [4][1750/5863] lr: 2.376e-06, eta: 4:40:16, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0522, loss_cls: 0.1012, acc: 96.0566, loss_bbox: 0.1018, loss: 0.2710, grad_norm: 6.3553
2022-07-06 12:14:06,438 - mmdet - INFO - Epoch [4][1800/5863] lr: 2.376e-06, eta: 4:39:59, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0474, loss_cls: 0.0808, acc: 97.0488, loss_bbox: 0.0777, loss: 0.2193, grad_norm: 4.8124
2022-07-06 12:14:22,862 - mmdet - INFO - Epoch [4][1850/5863] lr: 2.376e-06, eta: 4:39:42, time: 0.328, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0406, loss_cls: 0.1063, acc: 96.1211, loss_bbox: 0.0926, loss: 0.2597, grad_norm: 6.0860
2022-07-06 12:14:39,122 - mmdet - INFO - Epoch [4][1900/5863] lr: 2.376e-06, eta: 4:39:25, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0555, loss_cls: 0.0931, acc: 96.5430, loss_bbox: 0.1018, loss: 0.2623, grad_norm: 5.5801
2022-07-06 12:14:55,286 - mmdet - INFO - Epoch [4][1950/5863] lr: 2.376e-06, eta: 4:39:08, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0354, loss_cls: 0.0789, acc: 96.8984, loss_bbox: 0.0793, loss: 0.2108, grad_norm: 5.4358
2022-07-06 12:15:13,432 - mmdet - INFO - Epoch [4][2000/5863] lr: 2.376e-06, eta: 4:38:55, time: 0.363, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0565, loss_cls: 0.0927, acc: 96.3477, loss_bbox: 0.0917, loss: 0.2536, grad_norm: 6.1119
2022-07-06 12:15:29,573 - mmdet - INFO - Epoch [4][2050/5863] lr: 2.376e-06, eta: 4:38:38, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0461, loss_cls: 0.0931, acc: 96.3125, loss_bbox: 0.1046, loss: 0.2567, grad_norm: 5.5741
2022-07-06 12:15:45,847 - mmdet - INFO - Epoch [4][2100/5863] lr: 2.376e-06, eta: 4:38:21, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0405, loss_cls: 0.0840, acc: 96.8066, loss_bbox: 0.0920, loss: 0.2319, grad_norm: 5.7291
2022-07-06 12:16:02,115 - mmdet - INFO - Epoch [4][2150/5863] lr: 2.376e-06, eta: 4:38:04, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0503, loss_cls: 0.0939, acc: 96.4434, loss_bbox: 0.0960, loss: 0.2525, grad_norm: 5.8576
2022-07-06 12:16:18,283 - mmdet - INFO - Epoch [4][2200/5863] lr: 2.376e-06, eta: 4:37:47, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0392, loss_cls: 0.0889, acc: 96.7363, loss_bbox: 0.0927, loss: 0.2316, grad_norm: 5.3788
2022-07-06 12:16:34,403 - mmdet - INFO - Epoch [4][2250/5863] lr: 2.376e-06, eta: 4:37:29, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0380, loss_cls: 0.0879, acc: 96.6719, loss_bbox: 0.1199, loss: 0.2580, grad_norm: 5.7549
2022-07-06 12:16:50,470 - mmdet - INFO - Epoch [4][2300/5863] lr: 2.376e-06, eta: 4:37:12, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0320, loss_cls: 0.0997, acc: 96.0781, loss_bbox: 0.0961, loss: 0.2415, grad_norm: 6.3764
2022-07-06 12:17:06,627 - mmdet - INFO - Epoch [4][2350/5863] lr: 2.376e-06, eta: 4:36:54, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0526, loss_cls: 0.1092, acc: 96.1250, loss_bbox: 0.0983, loss: 0.2879, grad_norm: 6.9194
2022-07-06 12:17:22,742 - mmdet - INFO - Epoch [4][2400/5863] lr: 2.376e-06, eta: 4:36:37, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0348, loss_cls: 0.1056, acc: 96.1230, loss_bbox: 0.0898, loss: 0.2455, grad_norm: 6.6220
2022-07-06 12:17:38,860 - mmdet - INFO - Epoch [4][2450/5863] lr: 2.376e-06, eta: 4:36:20, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0276, loss_cls: 0.0755, acc: 97.1875, loss_bbox: 0.0900, loss: 0.2026, grad_norm: 4.6628
2022-07-06 12:17:54,932 - mmdet - INFO - Epoch [4][2500/5863] lr: 2.376e-06, eta: 4:36:02, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0447, loss_cls: 0.0930, acc: 96.3105, loss_bbox: 0.1000, loss: 0.2508, grad_norm: 5.7110
2022-07-06 12:18:12,815 - mmdet - INFO - Epoch [4][2550/5863] lr: 2.376e-06, eta: 4:35:49, time: 0.358, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0418, loss_cls: 0.0907, acc: 96.4082, loss_bbox: 0.0870, loss: 0.2306, grad_norm: 6.2517
2022-07-06 12:18:28,890 - mmdet - INFO - Epoch [4][2600/5863] lr: 2.376e-06, eta: 4:35:32, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0110, loss_rpn_bbox: 0.0309, loss_cls: 0.0920, acc: 96.6211, loss_bbox: 0.1185, loss: 0.2523, grad_norm: 5.5870
2022-07-06 12:18:44,983 - mmdet - INFO - Epoch [4][2650/5863] lr: 2.376e-06, eta: 4:35:14, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0382, loss_cls: 0.0980, acc: 96.4395, loss_bbox: 0.1070, loss: 0.2574, grad_norm: 5.6356
2022-07-06 12:19:00,979 - mmdet - INFO - Epoch [4][2700/5863] lr: 2.376e-06, eta: 4:34:57, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0289, loss_cls: 0.0778, acc: 97.0547, loss_bbox: 0.1014, loss: 0.2195, grad_norm: 5.3191
2022-07-06 12:19:16,976 - mmdet - INFO - Epoch [4][2750/5863] lr: 2.376e-06, eta: 4:34:39, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0308, loss_cls: 0.0801, acc: 97.0273, loss_bbox: 0.0932, loss: 0.2172, grad_norm: 5.1344
2022-07-06 12:19:33,107 - mmdet - INFO - Epoch [4][2800/5863] lr: 2.376e-06, eta: 4:34:22, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0399, loss_cls: 0.1040, acc: 96.1523, loss_bbox: 0.1209, loss: 0.2796, grad_norm: 5.8514
2022-07-06 12:19:49,241 - mmdet - INFO - Epoch [4][2850/5863] lr: 2.376e-06, eta: 4:34:04, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0329, loss_cls: 0.0995, acc: 96.4590, loss_bbox: 0.0977, loss: 0.2415, grad_norm: 6.0796
2022-07-06 12:20:05,330 - mmdet - INFO - Epoch [4][2900/5863] lr: 2.376e-06, eta: 4:33:47, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0357, loss_cls: 0.0959, acc: 96.3555, loss_bbox: 0.0861, loss: 0.2325, grad_norm: 5.4083
2022-07-06 12:20:21,459 - mmdet - INFO - Epoch [4][2950/5863] lr: 2.376e-06, eta: 4:33:30, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0342, loss_cls: 0.0921, acc: 96.4922, loss_bbox: 0.0864, loss: 0.2319, grad_norm: 5.2659
2022-07-06 12:20:37,613 - mmdet - INFO - Epoch [4][3000/5863] lr: 2.376e-06, eta: 4:33:12, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0447, loss_cls: 0.1062, acc: 96.0410, loss_bbox: 0.1037, loss: 0.2688, grad_norm: 5.9231
2022-07-06 12:20:55,917 - mmdet - INFO - Epoch [4][3050/5863] lr: 2.376e-06, eta: 4:33:00, time: 0.366, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0403, loss_cls: 0.0765, acc: 97.2188, loss_bbox: 0.0930, loss: 0.2248, grad_norm: 5.6835
2022-07-06 12:21:12,028 - mmdet - INFO - Epoch [4][3100/5863] lr: 2.376e-06, eta: 4:32:43, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0370, loss_cls: 0.0954, acc: 96.4980, loss_bbox: 0.0885, loss: 0.2329, grad_norm: 5.7985
2022-07-06 12:21:28,532 - mmdet - INFO - Epoch [4][3150/5863] lr: 2.376e-06, eta: 4:32:27, time: 0.330, data_time: 0.004, memory: 9039, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0281, loss_cls: 0.0970, acc: 96.6523, loss_bbox: 0.1054, loss: 0.2426, grad_norm: 5.8213
2022-07-06 12:21:44,670 - mmdet - INFO - Epoch [4][3200/5863] lr: 2.376e-06, eta: 4:32:09, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0328, loss_cls: 0.0794, acc: 97.0449, loss_bbox: 0.0800, loss: 0.2045, grad_norm: 5.0544
2022-07-06 12:22:00,822 - mmdet - INFO - Epoch [4][3250/5863] lr: 2.376e-06, eta: 4:31:52, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0332, loss_cls: 0.0870, acc: 96.7617, loss_bbox: 0.0779, loss: 0.2114, grad_norm: 5.3716
2022-07-06 12:22:16,902 - mmdet - INFO - Epoch [4][3300/5863] lr: 2.376e-06, eta: 4:31:35, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0641, loss_cls: 0.1257, acc: 95.6133, loss_bbox: 0.0983, loss: 0.2988, grad_norm: 6.7377
2022-07-06 12:22:32,951 - mmdet - INFO - Epoch [4][3350/5863] lr: 2.376e-06, eta: 4:31:17, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0386, loss_cls: 0.0826, acc: 96.7891, loss_bbox: 0.0933, loss: 0.2256, grad_norm: 5.0945
2022-07-06 12:22:48,914 - mmdet - INFO - Epoch [4][3400/5863] lr: 2.376e-06, eta: 4:31:00, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0349, loss_cls: 0.0955, acc: 96.3418, loss_bbox: 0.1214, loss: 0.2612, grad_norm: 5.3211
2022-07-06 12:23:05,069 - mmdet - INFO - Epoch [4][3450/5863] lr: 2.376e-06, eta: 4:30:42, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0282, loss_cls: 0.0860, acc: 96.7012, loss_bbox: 0.0964, loss: 0.2274, grad_norm: 6.9364
2022-07-06 12:23:21,159 - mmdet - INFO - Epoch [4][3500/5863] lr: 2.376e-06, eta: 4:30:25, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0349, loss_cls: 0.1069, acc: 96.1289, loss_bbox: 0.0983, loss: 0.2670, grad_norm: 6.1165
2022-07-06 12:23:37,269 - mmdet - INFO - Epoch [4][3550/5863] lr: 2.376e-06, eta: 4:30:08, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0539, loss_cls: 0.1178, acc: 95.6953, loss_bbox: 0.1097, loss: 0.2963, grad_norm: 6.1313
2022-07-06 12:23:53,414 - mmdet - INFO - Epoch [4][3600/5863] lr: 2.376e-06, eta: 4:29:51, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0496, loss_cls: 0.1071, acc: 96.2773, loss_bbox: 0.0939, loss: 0.2653, grad_norm: 6.0051
2022-07-06 12:24:09,538 - mmdet - INFO - Epoch [4][3650/5863] lr: 2.376e-06, eta: 4:29:33, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0112, loss_rpn_bbox: 0.0487, loss_cls: 0.1001, acc: 96.2148, loss_bbox: 0.0892, loss: 0.2492, grad_norm: 5.7501
2022-07-06 12:24:25,587 - mmdet - INFO - Epoch [4][3700/5863] lr: 2.376e-06, eta: 4:29:16, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0367, loss_cls: 0.0932, acc: 96.5430, loss_bbox: 0.0846, loss: 0.2250, grad_norm: 5.7186
2022-07-06 12:24:41,572 - mmdet - INFO - Epoch [4][3750/5863] lr: 2.376e-06, eta: 4:28:58, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0351, loss_cls: 0.0845, acc: 96.7695, loss_bbox: 0.0945, loss: 0.2275, grad_norm: 5.6244
2022-07-06 12:24:57,638 - mmdet - INFO - Epoch [4][3800/5863] lr: 2.376e-06, eta: 4:28:41, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0368, loss_cls: 0.0862, acc: 96.6504, loss_bbox: 0.1005, loss: 0.2377, grad_norm: 5.5958
2022-07-06 12:25:13,747 - mmdet - INFO - Epoch [4][3850/5863] lr: 2.376e-06, eta: 4:28:24, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0355, loss_cls: 0.0862, acc: 96.6934, loss_bbox: 0.0809, loss: 0.2116, grad_norm: 5.5011
2022-07-06 12:25:29,757 - mmdet - INFO - Epoch [4][3900/5863] lr: 2.376e-06, eta: 4:28:06, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0310, loss_cls: 0.0880, acc: 96.8203, loss_bbox: 0.0950, loss: 0.2305, grad_norm: 5.2772
2022-07-06 12:25:45,705 - mmdet - INFO - Epoch [4][3950/5863] lr: 2.376e-06, eta: 4:27:49, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0390, loss_cls: 0.0877, acc: 96.5371, loss_bbox: 0.0925, loss: 0.2357, grad_norm: 5.8914
2022-07-06 12:26:01,727 - mmdet - INFO - Epoch [4][4000/5863] lr: 2.376e-06, eta: 4:27:31, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0282, loss_cls: 0.0947, acc: 96.3848, loss_bbox: 0.0925, loss: 0.2302, grad_norm: 5.3905
2022-07-06 12:26:17,719 - mmdet - INFO - Epoch [4][4050/5863] lr: 2.376e-06, eta: 4:27:14, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0376, loss_cls: 0.0872, acc: 96.7617, loss_bbox: 0.0813, loss: 0.2235, grad_norm: 6.1839
2022-07-06 12:26:36,757 - mmdet - INFO - Epoch [4][4100/5863] lr: 2.376e-06, eta: 4:27:03, time: 0.381, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0478, loss_cls: 0.0907, acc: 96.5254, loss_bbox: 0.1010, loss: 0.2545, grad_norm: 5.5533
2022-07-06 12:26:52,694 - mmdet - INFO - Epoch [4][4150/5863] lr: 2.376e-06, eta: 4:26:45, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0353, loss_cls: 0.0989, acc: 96.1348, loss_bbox: 0.1110, loss: 0.2612, grad_norm: 5.9690
2022-07-06 12:27:10,218 - mmdet - INFO - Epoch [4][4200/5863] lr: 2.376e-06, eta: 4:26:31, time: 0.350, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0460, loss_cls: 0.0860, acc: 96.7383, loss_bbox: 0.1063, loss: 0.2485, grad_norm: 5.7049
2022-07-06 12:27:26,292 - mmdet - INFO - Epoch [4][4250/5863] lr: 2.376e-06, eta: 4:26:14, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0359, loss_cls: 0.0969, acc: 96.2168, loss_bbox: 0.0876, loss: 0.2319, grad_norm: 5.7297
2022-07-06 12:27:42,369 - mmdet - INFO - Epoch [4][4300/5863] lr: 2.376e-06, eta: 4:25:57, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0365, loss_cls: 0.1105, acc: 96.2988, loss_bbox: 0.0780, loss: 0.2341, grad_norm: 5.5043
2022-07-06 12:27:58,319 - mmdet - INFO - Epoch [4][4350/5863] lr: 2.376e-06, eta: 4:25:39, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0381, loss_cls: 0.1094, acc: 95.8457, loss_bbox: 0.1050, loss: 0.2689, grad_norm: 6.4562
2022-07-06 12:28:14,291 - mmdet - INFO - Epoch [4][4400/5863] lr: 2.376e-06, eta: 4:25:21, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0524, loss_cls: 0.1021, acc: 95.9512, loss_bbox: 0.1190, loss: 0.2879, grad_norm: 6.4412
2022-07-06 12:28:30,339 - mmdet - INFO - Epoch [4][4450/5863] lr: 2.376e-06, eta: 4:25:04, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0344, loss_cls: 0.0873, acc: 96.6445, loss_bbox: 0.0807, loss: 0.2130, grad_norm: 5.2816
2022-07-06 12:28:46,557 - mmdet - INFO - Epoch [4][4500/5863] lr: 2.376e-06, eta: 4:24:47, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0409, loss_cls: 0.0919, acc: 96.6543, loss_bbox: 0.0857, loss: 0.2351, grad_norm: 5.6089
2022-07-06 12:29:02,656 - mmdet - INFO - Epoch [4][4550/5863] lr: 2.376e-06, eta: 4:24:30, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0316, loss_cls: 0.1046, acc: 96.2070, loss_bbox: 0.1018, loss: 0.2523, grad_norm: 5.6133
2022-07-06 12:29:18,757 - mmdet - INFO - Epoch [4][4600/5863] lr: 2.376e-06, eta: 4:24:13, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0598, loss_cls: 0.0867, acc: 96.6289, loss_bbox: 0.1020, loss: 0.2641, grad_norm: 5.6323
2022-07-06 12:29:34,809 - mmdet - INFO - Epoch [4][4650/5863] lr: 2.376e-06, eta: 4:23:55, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0329, loss_cls: 0.0721, acc: 97.2031, loss_bbox: 0.0801, loss: 0.1983, grad_norm: 4.9645
2022-07-06 12:29:50,880 - mmdet - INFO - Epoch [4][4700/5863] lr: 2.376e-06, eta: 4:23:38, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0356, loss_cls: 0.0689, acc: 97.2441, loss_bbox: 0.0805, loss: 0.1973, grad_norm: 4.8729
2022-07-06 12:30:06,932 - mmdet - INFO - Epoch [4][4750/5863] lr: 2.376e-06, eta: 4:23:21, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0357, loss_cls: 0.0721, acc: 97.2969, loss_bbox: 0.0730, loss: 0.1916, grad_norm: 4.8246
2022-07-06 12:30:23,032 - mmdet - INFO - Epoch [4][4800/5863] lr: 2.376e-06, eta: 4:23:04, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0320, loss_cls: 0.0930, acc: 96.3750, loss_bbox: 0.0896, loss: 0.2227, grad_norm: 5.5739
2022-07-06 12:30:39,021 - mmdet - INFO - Epoch [4][4850/5863] lr: 2.376e-06, eta: 4:22:46, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0399, loss_cls: 0.0904, acc: 96.5391, loss_bbox: 0.0872, loss: 0.2281, grad_norm: 5.8265
2022-07-06 12:30:55,087 - mmdet - INFO - Epoch [4][4900/5863] lr: 2.376e-06, eta: 4:22:29, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0423, loss_cls: 0.1106, acc: 95.8730, loss_bbox: 0.1197, loss: 0.2838, grad_norm: 6.5182
2022-07-06 12:31:13,900 - mmdet - INFO - Epoch [4][4950/5863] lr: 2.376e-06, eta: 4:22:17, time: 0.376, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0405, loss_cls: 0.1113, acc: 95.6387, loss_bbox: 0.1139, loss: 0.2800, grad_norm: 7.2471
2022-07-06 12:31:29,887 - mmdet - INFO - Epoch [4][5000/5863] lr: 2.376e-06, eta: 4:22:00, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0304, loss_cls: 0.0756, acc: 97.1094, loss_bbox: 0.0779, loss: 0.1970, grad_norm: 5.4696
2022-07-06 12:31:45,937 - mmdet - INFO - Epoch [4][5050/5863] lr: 2.376e-06, eta: 4:21:43, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0429, loss_cls: 0.1026, acc: 96.2988, loss_bbox: 0.0949, loss: 0.2531, grad_norm: 5.6124
2022-07-06 12:32:01,983 - mmdet - INFO - Epoch [4][5100/5863] lr: 2.376e-06, eta: 4:21:25, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0452, loss_cls: 0.0866, acc: 96.6250, loss_bbox: 0.0837, loss: 0.2251, grad_norm: 5.1194
2022-07-06 12:32:18,003 - mmdet - INFO - Epoch [4][5150/5863] lr: 2.376e-06, eta: 4:21:08, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0416, loss_cls: 0.0977, acc: 96.1328, loss_bbox: 0.1036, loss: 0.2569, grad_norm: 6.0197
2022-07-06 12:32:34,080 - mmdet - INFO - Epoch [4][5200/5863] lr: 2.376e-06, eta: 4:20:51, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0397, loss_cls: 0.0847, acc: 96.7715, loss_bbox: 0.0940, loss: 0.2342, grad_norm: 5.5922
2022-07-06 12:32:50,115 - mmdet - INFO - Epoch [4][5250/5863] lr: 2.376e-06, eta: 4:20:33, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0414, loss_cls: 0.0783, acc: 97.0742, loss_bbox: 0.0753, loss: 0.2178, grad_norm: 5.4504
2022-07-06 12:33:06,179 - mmdet - INFO - Epoch [4][5300/5863] lr: 2.376e-06, eta: 4:20:16, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0417, loss_cls: 0.0960, acc: 96.1191, loss_bbox: 0.0915, loss: 0.2453, grad_norm: 5.9944
2022-07-06 12:33:22,227 - mmdet - INFO - Epoch [4][5350/5863] lr: 2.376e-06, eta: 4:19:59, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0396, loss_cls: 0.1121, acc: 95.7539, loss_bbox: 0.1176, loss: 0.2822, grad_norm: 6.5059
2022-07-06 12:33:38,292 - mmdet - INFO - Epoch [4][5400/5863] lr: 2.376e-06, eta: 4:19:42, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0403, loss_cls: 0.0965, acc: 96.5449, loss_bbox: 0.0942, loss: 0.2406, grad_norm: 5.7493
2022-07-06 12:33:54,282 - mmdet - INFO - Epoch [4][5450/5863] lr: 2.376e-06, eta: 4:19:24, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0356, loss_cls: 0.0874, acc: 96.5723, loss_bbox: 0.1003, loss: 0.2362, grad_norm: 5.3670
2022-07-06 12:34:10,290 - mmdet - INFO - Epoch [4][5500/5863] lr: 2.376e-06, eta: 4:19:07, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0283, loss_cls: 0.0893, acc: 96.5977, loss_bbox: 0.0826, loss: 0.2108, grad_norm: 5.4643
2022-07-06 12:34:26,262 - mmdet - INFO - Epoch [4][5550/5863] lr: 2.376e-06, eta: 4:18:49, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0376, loss_cls: 0.1040, acc: 96.3379, loss_bbox: 0.0900, loss: 0.2475, grad_norm: 5.6033
2022-07-06 12:34:42,290 - mmdet - INFO - Epoch [4][5600/5863] lr: 2.376e-06, eta: 4:18:32, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0419, loss_cls: 0.1024, acc: 96.0742, loss_bbox: 0.1071, loss: 0.2685, grad_norm: 5.8969
2022-07-06 12:34:58,339 - mmdet - INFO - Epoch [4][5650/5863] lr: 2.376e-06, eta: 4:18:15, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0456, loss_cls: 0.0938, acc: 96.3438, loss_bbox: 0.1016, loss: 0.2573, grad_norm: 5.3599
2022-07-06 12:35:14,540 - mmdet - INFO - Epoch [4][5700/5863] lr: 2.376e-06, eta: 4:17:58, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0396, loss_cls: 0.0887, acc: 96.5918, loss_bbox: 0.1029, loss: 0.2426, grad_norm: 5.8240
2022-07-06 12:35:34,430 - mmdet - INFO - Epoch [4][5750/5863] lr: 2.376e-06, eta: 4:17:48, time: 0.398, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0409, loss_cls: 0.0983, acc: 96.1191, loss_bbox: 0.0963, loss: 0.2517, grad_norm: 5.3990
2022-07-06 12:35:50,514 - mmdet - INFO - Epoch [4][5800/5863] lr: 2.376e-06, eta: 4:17:31, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0503, loss_cls: 0.0915, acc: 96.5273, loss_bbox: 0.1072, loss: 0.2608, grad_norm: 5.1543
2022-07-06 12:36:06,601 - mmdet - INFO - Epoch [4][5850/5863] lr: 2.376e-06, eta: 4:17:14, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0389, loss_cls: 0.0868, acc: 96.5312, loss_bbox: 0.0830, loss: 0.2204, grad_norm: 5.3726
2022-07-06 12:36:11,107 - mmdet - INFO - Saving checkpoint at 4 epochs
2022-07-06 12:36:44,555 - mmdet - INFO - Epoch [5][50/5863] lr: 2.376e-06, eta: 4:17:14, time: 0.620, data_time: 0.299, memory: 9039, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0399, loss_cls: 0.0787, acc: 96.7227, loss_bbox: 0.0760, loss: 0.2039, grad_norm: 4.8854
2022-07-06 12:37:00,658 - mmdet - INFO - Epoch [5][100/5863] lr: 2.376e-06, eta: 4:16:57, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0120, loss_rpn_bbox: 0.0496, loss_cls: 0.0920, acc: 96.4023, loss_bbox: 0.1092, loss: 0.2629, grad_norm: 6.2688
2022-07-06 12:37:19,664 - mmdet - INFO - Epoch [5][150/5863] lr: 2.376e-06, eta: 4:16:45, time: 0.380, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0409, loss_cls: 0.0837, acc: 96.7480, loss_bbox: 0.1023, loss: 0.2400, grad_norm: 5.0968
2022-07-06 12:37:35,749 - mmdet - INFO - Epoch [5][200/5863] lr: 2.376e-06, eta: 4:16:28, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0368, loss_cls: 0.1059, acc: 96.2168, loss_bbox: 0.1031, loss: 0.2561, grad_norm: 5.9063
2022-07-06 12:37:51,719 - mmdet - INFO - Epoch [5][250/5863] lr: 2.376e-06, eta: 4:16:11, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0317, loss_cls: 0.0757, acc: 97.0723, loss_bbox: 0.0803, loss: 0.2018, grad_norm: 5.3506
2022-07-06 12:38:07,812 - mmdet - INFO - Epoch [5][300/5863] lr: 2.376e-06, eta: 4:15:53, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0443, loss_cls: 0.0763, acc: 96.9766, loss_bbox: 0.0900, loss: 0.2228, grad_norm: 4.7004
2022-07-06 12:38:23,762 - mmdet - INFO - Epoch [5][350/5863] lr: 2.376e-06, eta: 4:15:36, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0331, loss_cls: 0.0934, acc: 96.5078, loss_bbox: 0.0976, loss: 0.2333, grad_norm: 5.4752
2022-07-06 12:38:39,843 - mmdet - INFO - Epoch [5][400/5863] lr: 2.376e-06, eta: 4:15:19, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0417, loss_cls: 0.0939, acc: 96.3320, loss_bbox: 0.1223, loss: 0.2739, grad_norm: 6.1647
2022-07-06 12:38:55,811 - mmdet - INFO - Epoch [5][450/5863] lr: 2.376e-06, eta: 4:15:01, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0373, loss_cls: 0.0902, acc: 96.5293, loss_bbox: 0.0983, loss: 0.2374, grad_norm: 5.5911
2022-07-06 12:39:12,044 - mmdet - INFO - Epoch [5][500/5863] lr: 2.376e-06, eta: 4:14:44, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0210, loss_cls: 0.0772, acc: 96.8555, loss_bbox: 0.0769, loss: 0.1816, grad_norm: 4.6002
2022-07-06 12:39:28,229 - mmdet - INFO - Epoch [5][550/5863] lr: 2.376e-06, eta: 4:14:27, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0365, loss_cls: 0.0842, acc: 96.6562, loss_bbox: 0.0871, loss: 0.2248, grad_norm: 5.0946
2022-07-06 12:39:44,310 - mmdet - INFO - Epoch [5][600/5863] lr: 2.376e-06, eta: 4:14:10, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0378, loss_cls: 0.0890, acc: 96.4121, loss_bbox: 0.1201, loss: 0.2558, grad_norm: 5.9029
2022-07-06 12:40:00,250 - mmdet - INFO - Epoch [5][650/5863] lr: 2.376e-06, eta: 4:13:52, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0415, loss_cls: 0.0874, acc: 96.4336, loss_bbox: 0.0869, loss: 0.2264, grad_norm: 5.6992
2022-07-06 12:40:16,239 - mmdet - INFO - Epoch [5][700/5863] lr: 2.376e-06, eta: 4:13:35, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0301, loss_cls: 0.0846, acc: 96.7578, loss_bbox: 0.1021, loss: 0.2299, grad_norm: 5.3387
2022-07-06 12:40:32,237 - mmdet - INFO - Epoch [5][750/5863] lr: 2.376e-06, eta: 4:13:18, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0433, loss_cls: 0.0989, acc: 96.1973, loss_bbox: 0.1108, loss: 0.2656, grad_norm: 5.9005
2022-07-06 12:40:49,755 - mmdet - INFO - Epoch [5][800/5863] lr: 2.376e-06, eta: 4:13:03, time: 0.350, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0252, loss_cls: 0.0747, acc: 97.1543, loss_bbox: 0.0818, loss: 0.1915, grad_norm: 5.5531
2022-07-06 12:41:05,762 - mmdet - INFO - Epoch [5][850/5863] lr: 2.376e-06, eta: 4:12:46, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0317, loss_cls: 0.0714, acc: 97.3945, loss_bbox: 0.0881, loss: 0.2019, grad_norm: 5.0718
2022-07-06 12:41:21,853 - mmdet - INFO - Epoch [5][900/5863] lr: 2.376e-06, eta: 4:12:29, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0392, loss_cls: 0.0850, acc: 96.5859, loss_bbox: 0.0909, loss: 0.2264, grad_norm: 5.0755
2022-07-06 12:41:37,956 - mmdet - INFO - Epoch [5][950/5863] lr: 2.376e-06, eta: 4:12:12, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0439, loss_cls: 0.0913, acc: 96.5098, loss_bbox: 0.0915, loss: 0.2373, grad_norm: 5.6892
2022-07-06 12:41:53,999 - mmdet - INFO - Epoch [5][1000/5863] lr: 2.376e-06, eta: 4:11:54, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0390, loss_cls: 0.1002, acc: 96.1992, loss_bbox: 0.1067, loss: 0.2559, grad_norm: 5.6815
2022-07-06 12:42:09,989 - mmdet - INFO - Epoch [5][1050/5863] lr: 2.376e-06, eta: 4:11:37, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0101, loss_rpn_bbox: 0.0483, loss_cls: 0.0907, acc: 96.4414, loss_bbox: 0.1121, loss: 0.2612, grad_norm: 5.9808
2022-07-06 12:42:26,316 - mmdet - INFO - Epoch [5][1100/5863] lr: 2.376e-06, eta: 4:11:20, time: 0.327, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0336, loss_cls: 0.0776, acc: 97.1914, loss_bbox: 0.0955, loss: 0.2147, grad_norm: 4.8850
2022-07-06 12:42:42,515 - mmdet - INFO - Epoch [5][1150/5863] lr: 2.376e-06, eta: 4:11:03, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0354, loss_cls: 0.0686, acc: 97.2207, loss_bbox: 0.0745, loss: 0.1890, grad_norm: 5.5660
2022-07-06 12:42:58,640 - mmdet - INFO - Epoch [5][1200/5863] lr: 2.376e-06, eta: 4:10:46, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0216, loss_cls: 0.0840, acc: 96.8555, loss_bbox: 0.1017, loss: 0.2216, grad_norm: 5.9582
2022-07-06 12:43:14,672 - mmdet - INFO - Epoch [5][1250/5863] lr: 2.376e-06, eta: 4:10:29, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0377, loss_cls: 0.0968, acc: 96.7305, loss_bbox: 0.0951, loss: 0.2396, grad_norm: 5.3945
2022-07-06 12:43:30,761 - mmdet - INFO - Epoch [5][1300/5863] lr: 2.376e-06, eta: 4:10:12, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0415, loss_cls: 0.0912, acc: 96.3965, loss_bbox: 0.1031, loss: 0.2473, grad_norm: 5.8556
2022-07-06 12:43:46,905 - mmdet - INFO - Epoch [5][1350/5863] lr: 2.376e-06, eta: 4:09:55, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0233, loss_cls: 0.0802, acc: 97.0117, loss_bbox: 0.0687, loss: 0.1806, grad_norm: 4.6773
2022-07-06 12:44:02,966 - mmdet - INFO - Epoch [5][1400/5863] lr: 2.376e-06, eta: 4:09:38, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0344, loss_cls: 0.0864, acc: 96.5625, loss_bbox: 0.0934, loss: 0.2222, grad_norm: 5.7280
2022-07-06 12:44:19,182 - mmdet - INFO - Epoch [5][1450/5863] lr: 2.376e-06, eta: 4:09:21, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0422, loss_cls: 0.0863, acc: 96.7812, loss_bbox: 0.0869, loss: 0.2273, grad_norm: 5.8933
2022-07-06 12:44:35,297 - mmdet - INFO - Epoch [5][1500/5863] lr: 2.376e-06, eta: 4:09:04, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0468, loss_cls: 0.0777, acc: 96.9863, loss_bbox: 0.0796, loss: 0.2142, grad_norm: 5.2185
2022-07-06 12:44:51,463 - mmdet - INFO - Epoch [5][1550/5863] lr: 2.376e-06, eta: 4:08:47, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0349, loss_cls: 0.0839, acc: 96.8418, loss_bbox: 0.0867, loss: 0.2154, grad_norm: 5.4580
2022-07-06 12:45:07,805 - mmdet - INFO - Epoch [5][1600/5863] lr: 2.376e-06, eta: 4:08:30, time: 0.327, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0120, loss_rpn_bbox: 0.0313, loss_cls: 0.0952, acc: 96.6973, loss_bbox: 0.0635, loss: 0.2020, grad_norm: 4.6612
2022-07-06 12:45:24,022 - mmdet - INFO - Epoch [5][1650/5863] lr: 2.376e-06, eta: 4:08:13, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0444, loss_cls: 0.0907, acc: 96.3203, loss_bbox: 0.1067, loss: 0.2519, grad_norm: 5.4280
2022-07-06 12:45:40,386 - mmdet - INFO - Epoch [5][1700/5863] lr: 2.376e-06, eta: 4:07:57, time: 0.327, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0385, loss_cls: 0.0854, acc: 96.6094, loss_bbox: 0.0861, loss: 0.2207, grad_norm: 5.4790
2022-07-06 12:45:56,658 - mmdet - INFO - Epoch [5][1750/5863] lr: 2.376e-06, eta: 4:07:40, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0537, loss_cls: 0.0980, acc: 96.4453, loss_bbox: 0.0985, loss: 0.2631, grad_norm: 5.4590
2022-07-06 12:46:12,750 - mmdet - INFO - Epoch [5][1800/5863] lr: 2.376e-06, eta: 4:07:23, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0297, loss_cls: 0.0655, acc: 97.5176, loss_bbox: 0.1001, loss: 0.2004, grad_norm: 4.8137
2022-07-06 12:46:29,090 - mmdet - INFO - Epoch [5][1850/5863] lr: 2.376e-06, eta: 4:07:06, time: 0.327, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0110, loss_rpn_bbox: 0.0360, loss_cls: 0.0839, acc: 96.7656, loss_bbox: 0.0835, loss: 0.2144, grad_norm: 5.3652
2022-07-06 12:46:45,325 - mmdet - INFO - Epoch [5][1900/5863] lr: 2.376e-06, eta: 4:06:49, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0303, loss_cls: 0.0796, acc: 96.8477, loss_bbox: 0.0829, loss: 0.2039, grad_norm: 5.6246
2022-07-06 12:47:01,506 - mmdet - INFO - Epoch [5][1950/5863] lr: 2.376e-06, eta: 4:06:32, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0370, loss_cls: 0.0859, acc: 96.4922, loss_bbox: 0.0822, loss: 0.2164, grad_norm: 5.3358
2022-07-06 12:47:17,578 - mmdet - INFO - Epoch [5][2000/5863] lr: 2.376e-06, eta: 4:06:15, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0346, loss_cls: 0.0973, acc: 96.3379, loss_bbox: 0.0921, loss: 0.2376, grad_norm: 5.8077
2022-07-06 12:47:33,730 - mmdet - INFO - Epoch [5][2050/5863] lr: 2.376e-06, eta: 4:05:58, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0495, loss_cls: 0.1047, acc: 95.9688, loss_bbox: 0.0914, loss: 0.2571, grad_norm: 6.1599
2022-07-06 12:47:50,079 - mmdet - INFO - Epoch [5][2100/5863] lr: 2.376e-06, eta: 4:05:41, time: 0.327, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0522, loss_cls: 0.1146, acc: 95.5215, loss_bbox: 0.0970, loss: 0.2778, grad_norm: 6.5734
2022-07-06 12:48:08,078 - mmdet - INFO - Epoch [5][2150/5863] lr: 2.376e-06, eta: 4:05:28, time: 0.360, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0334, loss_cls: 0.0994, acc: 96.5625, loss_bbox: 0.0821, loss: 0.2225, grad_norm: 5.3316
2022-07-06 12:48:24,279 - mmdet - INFO - Epoch [5][2200/5863] lr: 2.376e-06, eta: 4:05:11, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0391, loss_cls: 0.1002, acc: 96.2305, loss_bbox: 0.1014, loss: 0.2510, grad_norm: 5.0907
2022-07-06 12:48:40,452 - mmdet - INFO - Epoch [5][2250/5863] lr: 2.376e-06, eta: 4:04:54, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0534, loss_cls: 0.0798, acc: 97.0117, loss_bbox: 0.0872, loss: 0.2338, grad_norm: 5.2470
2022-07-06 12:48:56,831 - mmdet - INFO - Epoch [5][2300/5863] lr: 2.376e-06, eta: 4:04:37, time: 0.328, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0289, loss_cls: 0.0854, acc: 96.6621, loss_bbox: 0.0861, loss: 0.2106, grad_norm: 4.8508
2022-07-06 12:49:13,374 - mmdet - INFO - Epoch [5][2350/5863] lr: 2.376e-06, eta: 4:04:21, time: 0.331, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0292, loss_cls: 0.0840, acc: 96.6660, loss_bbox: 0.0817, loss: 0.2045, grad_norm: 5.5212
2022-07-06 12:49:31,426 - mmdet - INFO - Epoch [5][2400/5863] lr: 2.376e-06, eta: 4:04:07, time: 0.361, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0469, loss_cls: 0.0824, acc: 96.8281, loss_bbox: 0.0871, loss: 0.2309, grad_norm: 5.6727
2022-07-06 12:49:49,966 - mmdet - INFO - Epoch [5][2450/5863] lr: 2.376e-06, eta: 4:03:54, time: 0.371, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0360, loss_cls: 0.0900, acc: 96.5391, loss_bbox: 0.0848, loss: 0.2322, grad_norm: 6.1677
2022-07-06 12:50:06,562 - mmdet - INFO - Epoch [5][2500/5863] lr: 2.376e-06, eta: 4:03:38, time: 0.332, data_time: 0.004, memory: 9039, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0460, loss_cls: 0.0856, acc: 96.8594, loss_bbox: 0.0967, loss: 0.2413, grad_norm: 5.1988
2022-07-06 12:50:24,845 - mmdet - INFO - Epoch [5][2550/5863] lr: 2.376e-06, eta: 4:03:25, time: 0.366, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0637, loss_cls: 0.1009, acc: 96.0938, loss_bbox: 0.1174, loss: 0.2990, grad_norm: 6.2825
2022-07-06 12:50:41,498 - mmdet - INFO - Epoch [5][2600/5863] lr: 2.376e-06, eta: 4:03:09, time: 0.333, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0295, loss_cls: 0.0915, acc: 96.5625, loss_bbox: 0.0996, loss: 0.2333, grad_norm: 5.3009
2022-07-06 12:50:57,941 - mmdet - INFO - Epoch [5][2650/5863] lr: 2.376e-06, eta: 4:02:52, time: 0.329, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0381, loss_cls: 0.1010, acc: 96.1074, loss_bbox: 0.1128, loss: 0.2689, grad_norm: 5.3956
2022-07-06 12:51:14,472 - mmdet - INFO - Epoch [5][2700/5863] lr: 2.376e-06, eta: 4:02:36, time: 0.331, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0308, loss_cls: 0.0874, acc: 96.7129, loss_bbox: 0.0789, loss: 0.2092, grad_norm: 5.2598
2022-07-06 12:51:31,022 - mmdet - INFO - Epoch [5][2750/5863] lr: 2.376e-06, eta: 4:02:19, time: 0.331, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0405, loss_cls: 0.0781, acc: 96.8828, loss_bbox: 0.0850, loss: 0.2161, grad_norm: 5.1323
2022-07-06 12:51:47,616 - mmdet - INFO - Epoch [5][2800/5863] lr: 2.376e-06, eta: 4:02:03, time: 0.332, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0473, loss_cls: 0.0967, acc: 96.2227, loss_bbox: 0.1080, loss: 0.2618, grad_norm: 5.1528
2022-07-06 12:52:04,116 - mmdet - INFO - Epoch [5][2850/5863] lr: 2.376e-06, eta: 4:01:47, time: 0.330, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0505, loss_cls: 0.0837, acc: 96.7441, loss_bbox: 0.1076, loss: 0.2517, grad_norm: 5.1936
2022-07-06 12:52:20,633 - mmdet - INFO - Epoch [5][2900/5863] lr: 2.376e-06, eta: 4:01:30, time: 0.330, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0526, loss_cls: 0.1015, acc: 96.0449, loss_bbox: 0.1264, loss: 0.2936, grad_norm: 6.1317
2022-07-06 12:52:37,178 - mmdet - INFO - Epoch [5][2950/5863] lr: 2.376e-06, eta: 4:01:14, time: 0.331, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0101, loss_rpn_bbox: 0.0414, loss_cls: 0.0899, acc: 96.4434, loss_bbox: 0.1049, loss: 0.2463, grad_norm: 5.5984
2022-07-06 12:52:53,665 - mmdet - INFO - Epoch [5][3000/5863] lr: 2.376e-06, eta: 4:00:58, time: 0.330, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0318, loss_cls: 0.0788, acc: 96.8340, loss_bbox: 0.0882, loss: 0.2074, grad_norm: 4.9313
2022-07-06 12:53:10,243 - mmdet - INFO - Epoch [5][3050/5863] lr: 2.376e-06, eta: 4:00:41, time: 0.332, data_time: 0.004, memory: 9039, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0549, loss_cls: 0.0886, acc: 96.4590, loss_bbox: 0.0936, loss: 0.2457, grad_norm: 5.4911
2022-07-06 12:53:26,626 - mmdet - INFO - Epoch [5][3100/5863] lr: 2.376e-06, eta: 4:00:25, time: 0.328, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0365, loss_cls: 0.0833, acc: 96.8789, loss_bbox: 0.0875, loss: 0.2146, grad_norm: 4.7960
2022-07-06 12:53:43,171 - mmdet - INFO - Epoch [5][3150/5863] lr: 2.376e-06, eta: 4:00:08, time: 0.331, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0421, loss_cls: 0.0996, acc: 96.4102, loss_bbox: 0.1011, loss: 0.2527, grad_norm: 5.7817
2022-07-06 12:53:59,669 - mmdet - INFO - Epoch [5][3200/5863] lr: 2.376e-06, eta: 3:59:52, time: 0.330, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0367, loss_cls: 0.1031, acc: 96.1680, loss_bbox: 0.1086, loss: 0.2622, grad_norm: 5.6831
2022-07-06 12:54:16,139 - mmdet - INFO - Epoch [5][3250/5863] lr: 2.376e-06, eta: 3:59:36, time: 0.329, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0363, loss_cls: 0.0818, acc: 96.7266, loss_bbox: 0.1007, loss: 0.2272, grad_norm: 5.2038
2022-07-06 12:54:32,678 - mmdet - INFO - Epoch [5][3300/5863] lr: 2.376e-06, eta: 3:59:19, time: 0.331, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0354, loss_cls: 0.0848, acc: 96.7344, loss_bbox: 0.0850, loss: 0.2218, grad_norm: 5.2361
2022-07-06 12:54:49,169 - mmdet - INFO - Epoch [5][3350/5863] lr: 2.376e-06, eta: 3:59:03, time: 0.330, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0112, loss_rpn_bbox: 0.0497, loss_cls: 0.0944, acc: 96.2910, loss_bbox: 0.0945, loss: 0.2498, grad_norm: 5.2925
2022-07-06 12:55:05,586 - mmdet - INFO - Epoch [5][3400/5863] lr: 2.376e-06, eta: 3:58:46, time: 0.328, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0350, loss_cls: 0.0708, acc: 97.2363, loss_bbox: 0.0754, loss: 0.1895, grad_norm: 4.4320
2022-07-06 12:55:22,059 - mmdet - INFO - Epoch [5][3450/5863] lr: 2.376e-06, eta: 3:58:30, time: 0.330, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0385, loss_cls: 0.1051, acc: 96.1309, loss_bbox: 0.0968, loss: 0.2494, grad_norm: 6.1384
2022-07-06 12:55:38,361 - mmdet - INFO - Epoch [5][3500/5863] lr: 2.376e-06, eta: 3:58:13, time: 0.326, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0208, loss_cls: 0.0732, acc: 97.2461, loss_bbox: 0.0656, loss: 0.1709, grad_norm: 4.8711
2022-07-06 12:55:54,865 - mmdet - INFO - Epoch [5][3550/5863] lr: 2.376e-06, eta: 3:57:57, time: 0.330, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0387, loss_cls: 0.0921, acc: 96.3887, loss_bbox: 0.1062, loss: 0.2503, grad_norm: 6.0326
2022-07-06 12:56:11,377 - mmdet - INFO - Epoch [5][3600/5863] lr: 2.376e-06, eta: 3:57:40, time: 0.330, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0476, loss_cls: 0.0784, acc: 97.0020, loss_bbox: 0.0714, loss: 0.2100, grad_norm: 4.7023
2022-07-06 12:56:27,801 - mmdet - INFO - Epoch [5][3650/5863] lr: 2.376e-06, eta: 3:57:24, time: 0.329, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0274, loss_cls: 0.0862, acc: 96.5840, loss_bbox: 0.0850, loss: 0.2068, grad_norm: 5.1546
2022-07-06 12:56:44,367 - mmdet - INFO - Epoch [5][3700/5863] lr: 2.376e-06, eta: 3:57:07, time: 0.331, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0423, loss_cls: 0.0961, acc: 96.3223, loss_bbox: 0.1017, loss: 0.2558, grad_norm: 5.7216
2022-07-06 12:57:00,971 - mmdet - INFO - Epoch [5][3750/5863] lr: 2.376e-06, eta: 3:56:51, time: 0.332, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0391, loss_cls: 0.0825, acc: 96.6777, loss_bbox: 0.0865, loss: 0.2175, grad_norm: 5.2563
2022-07-06 12:57:17,441 - mmdet - INFO - Epoch [5][3800/5863] lr: 2.376e-06, eta: 3:56:35, time: 0.329, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0340, loss_cls: 0.0775, acc: 96.8574, loss_bbox: 0.0785, loss: 0.1989, grad_norm: 5.0097
2022-07-06 12:57:33,741 - mmdet - INFO - Epoch [5][3850/5863] lr: 2.376e-06, eta: 3:56:18, time: 0.326, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0366, loss_cls: 0.0817, acc: 96.9453, loss_bbox: 0.0938, loss: 0.2240, grad_norm: 4.8055
2022-07-06 12:57:50,142 - mmdet - INFO - Epoch [5][3900/5863] lr: 2.376e-06, eta: 3:56:01, time: 0.328, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0105, loss_rpn_bbox: 0.0415, loss_cls: 0.0797, acc: 96.9512, loss_bbox: 0.0841, loss: 0.2158, grad_norm: 5.0414
2022-07-06 12:58:06,687 - mmdet - INFO - Epoch [5][3950/5863] lr: 2.376e-06, eta: 3:55:45, time: 0.331, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0286, loss_cls: 0.0879, acc: 96.6387, loss_bbox: 0.0935, loss: 0.2199, grad_norm: 5.2033
2022-07-06 12:58:22,860 - mmdet - INFO - Epoch [5][4000/5863] lr: 2.376e-06, eta: 3:55:28, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0274, loss_cls: 0.0874, acc: 96.6367, loss_bbox: 0.1005, loss: 0.2304, grad_norm: 5.3764
2022-07-06 12:58:42,964 - mmdet - INFO - Epoch [5][4050/5863] lr: 2.376e-06, eta: 3:55:17, time: 0.402, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0349, loss_cls: 0.0996, acc: 96.1426, loss_bbox: 0.1047, loss: 0.2534, grad_norm: 5.4218
2022-07-06 12:59:01,050 - mmdet - INFO - Epoch [5][4100/5863] lr: 2.376e-06, eta: 3:55:03, time: 0.362, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0352, loss_cls: 0.1080, acc: 96.2109, loss_bbox: 0.0939, loss: 0.2496, grad_norm: 5.7967
2022-07-06 12:59:17,043 - mmdet - INFO - Epoch [5][4150/5863] lr: 2.376e-06, eta: 3:54:46, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0266, loss_cls: 0.0761, acc: 97.0293, loss_bbox: 0.0847, loss: 0.1942, grad_norm: 4.6187
2022-07-06 12:59:33,333 - mmdet - INFO - Epoch [5][4200/5863] lr: 2.376e-06, eta: 3:54:29, time: 0.326, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0281, loss_cls: 0.0896, acc: 96.5938, loss_bbox: 0.1159, loss: 0.2417, grad_norm: 5.1125
2022-07-06 12:59:49,828 - mmdet - INFO - Epoch [5][4250/5863] lr: 2.376e-06, eta: 3:54:13, time: 0.330, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0366, loss_cls: 0.0819, acc: 96.7852, loss_bbox: 0.0913, loss: 0.2206, grad_norm: 4.8482
2022-07-06 13:00:06,384 - mmdet - INFO - Epoch [5][4300/5863] lr: 2.376e-06, eta: 3:53:57, time: 0.331, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0223, loss_cls: 0.0795, acc: 97.0195, loss_bbox: 0.0817, loss: 0.1936, grad_norm: 5.3386
2022-07-06 13:00:22,660 - mmdet - INFO - Epoch [5][4350/5863] lr: 2.376e-06, eta: 3:53:40, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0368, loss_cls: 0.0832, acc: 96.7148, loss_bbox: 0.0836, loss: 0.2176, grad_norm: 5.1959
2022-07-06 13:00:39,103 - mmdet - INFO - Epoch [5][4400/5863] lr: 2.376e-06, eta: 3:53:23, time: 0.329, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0383, loss_cls: 0.0795, acc: 96.7578, loss_bbox: 0.0902, loss: 0.2183, grad_norm: 5.3917
2022-07-06 13:00:55,221 - mmdet - INFO - Epoch [5][4450/5863] lr: 2.376e-06, eta: 3:53:06, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0393, loss_cls: 0.0741, acc: 97.0391, loss_bbox: 0.0795, loss: 0.2033, grad_norm: 4.8862
2022-07-06 13:01:11,343 - mmdet - INFO - Epoch [5][4500/5863] lr: 2.376e-06, eta: 3:52:49, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0089, loss_rpn_bbox: 0.0466, loss_cls: 0.0868, acc: 96.5312, loss_bbox: 0.0926, loss: 0.2349, grad_norm: 5.3790
2022-07-06 13:01:27,582 - mmdet - INFO - Epoch [5][4550/5863] lr: 2.376e-06, eta: 3:52:32, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0323, loss_cls: 0.0936, acc: 96.3730, loss_bbox: 0.0956, loss: 0.2301, grad_norm: 6.3470
2022-07-06 13:01:43,781 - mmdet - INFO - Epoch [5][4600/5863] lr: 2.376e-06, eta: 3:52:16, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0383, loss_cls: 0.0992, acc: 96.0781, loss_bbox: 0.1092, loss: 0.2562, grad_norm: 5.6337
2022-07-06 13:02:00,160 - mmdet - INFO - Epoch [5][4650/5863] lr: 2.376e-06, eta: 3:51:59, time: 0.328, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0311, loss_cls: 0.0773, acc: 96.9727, loss_bbox: 0.0780, loss: 0.1957, grad_norm: 5.3740
2022-07-06 13:02:18,113 - mmdet - INFO - Epoch [5][4700/5863] lr: 2.376e-06, eta: 3:51:45, time: 0.359, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0355, loss_cls: 0.0818, acc: 96.7891, loss_bbox: 0.0766, loss: 0.2062, grad_norm: 4.6659
2022-07-06 13:02:34,235 - mmdet - INFO - Epoch [5][4750/5863] lr: 2.376e-06, eta: 3:51:28, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0299, loss_cls: 0.0961, acc: 96.3516, loss_bbox: 0.1031, loss: 0.2355, grad_norm: 5.4526
2022-07-06 13:02:50,440 - mmdet - INFO - Epoch [5][4800/5863] lr: 2.376e-06, eta: 3:51:11, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0322, loss_cls: 0.0823, acc: 96.8984, loss_bbox: 0.0900, loss: 0.2180, grad_norm: 5.7005
2022-07-06 13:03:06,957 - mmdet - INFO - Epoch [5][4850/5863] lr: 2.376e-06, eta: 3:50:54, time: 0.330, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0105, loss_rpn_bbox: 0.0273, loss_cls: 0.0705, acc: 97.3066, loss_bbox: 0.0739, loss: 0.1822, grad_norm: 5.0927
2022-07-06 13:03:23,477 - mmdet - INFO - Epoch [5][4900/5863] lr: 2.376e-06, eta: 3:50:38, time: 0.330, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0438, loss_cls: 0.0869, acc: 96.6875, loss_bbox: 0.0891, loss: 0.2262, grad_norm: 5.6758
2022-07-06 13:03:39,866 - mmdet - INFO - Epoch [5][4950/5863] lr: 2.376e-06, eta: 3:50:21, time: 0.328, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0427, loss_cls: 0.0738, acc: 97.2148, loss_bbox: 0.0826, loss: 0.2138, grad_norm: 5.4103
2022-07-06 13:03:58,035 - mmdet - INFO - Epoch [5][5000/5863] lr: 2.376e-06, eta: 3:50:07, time: 0.363, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0420, loss_cls: 0.0813, acc: 96.7656, loss_bbox: 0.0842, loss: 0.2149, grad_norm: 5.0449
2022-07-06 13:04:14,278 - mmdet - INFO - Epoch [5][5050/5863] lr: 2.376e-06, eta: 3:49:51, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0352, loss_cls: 0.0790, acc: 96.7129, loss_bbox: 0.1000, loss: 0.2191, grad_norm: 5.0357
2022-07-06 13:04:30,453 - mmdet - INFO - Epoch [5][5100/5863] lr: 2.376e-06, eta: 3:49:34, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0327, loss_cls: 0.0812, acc: 96.8262, loss_bbox: 0.0790, loss: 0.1993, grad_norm: 5.0805
2022-07-06 13:04:46,597 - mmdet - INFO - Epoch [5][5150/5863] lr: 2.376e-06, eta: 3:49:17, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0288, loss_cls: 0.0783, acc: 96.9219, loss_bbox: 0.0923, loss: 0.2054, grad_norm: 5.0480
2022-07-06 13:05:02,628 - mmdet - INFO - Epoch [5][5200/5863] lr: 2.376e-06, eta: 3:49:00, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0396, loss_cls: 0.0948, acc: 96.0977, loss_bbox: 0.0853, loss: 0.2285, grad_norm: 5.5881
2022-07-06 13:05:18,608 - mmdet - INFO - Epoch [5][5250/5863] lr: 2.376e-06, eta: 3:48:43, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0284, loss_cls: 0.0988, acc: 96.5859, loss_bbox: 0.0821, loss: 0.2166, grad_norm: 5.4148
2022-07-06 13:05:34,551 - mmdet - INFO - Epoch [5][5300/5863] lr: 2.376e-06, eta: 3:48:25, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0284, loss_cls: 0.0845, acc: 96.6152, loss_bbox: 0.0830, loss: 0.2052, grad_norm: 5.2977
2022-07-06 13:05:50,634 - mmdet - INFO - Epoch [5][5350/5863] lr: 2.376e-06, eta: 3:48:08, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0357, loss_cls: 0.0836, acc: 96.8867, loss_bbox: 0.0713, loss: 0.2008, grad_norm: 5.4978
2022-07-06 13:06:09,521 - mmdet - INFO - Epoch [5][5400/5863] lr: 2.376e-06, eta: 3:47:55, time: 0.378, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0336, loss_cls: 0.0778, acc: 96.8965, loss_bbox: 0.0811, loss: 0.2022, grad_norm: 4.9135
2022-07-06 13:06:27,022 - mmdet - INFO - Epoch [5][5450/5863] lr: 2.376e-06, eta: 3:47:40, time: 0.350, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0089, loss_rpn_bbox: 0.0503, loss_cls: 0.0941, acc: 96.4688, loss_bbox: 0.1160, loss: 0.2694, grad_norm: 5.9996
2022-07-06 13:06:43,057 - mmdet - INFO - Epoch [5][5500/5863] lr: 2.376e-06, eta: 3:47:23, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0354, loss_cls: 0.0753, acc: 97.0449, loss_bbox: 0.0719, loss: 0.1919, grad_norm: 4.6934
2022-07-06 13:06:59,110 - mmdet - INFO - Epoch [5][5550/5863] lr: 2.376e-06, eta: 3:47:06, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0331, loss_cls: 0.0846, acc: 96.8047, loss_bbox: 0.0822, loss: 0.2090, grad_norm: 5.1160
2022-07-06 13:07:15,208 - mmdet - INFO - Epoch [5][5600/5863] lr: 2.376e-06, eta: 3:46:49, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0444, loss_cls: 0.0870, acc: 96.6797, loss_bbox: 0.0801, loss: 0.2212, grad_norm: 5.3627
2022-07-06 13:07:31,293 - mmdet - INFO - Epoch [5][5650/5863] lr: 2.376e-06, eta: 3:46:32, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0401, loss_cls: 0.1002, acc: 96.2988, loss_bbox: 0.1162, loss: 0.2692, grad_norm: 5.9831
2022-07-06 13:07:47,346 - mmdet - INFO - Epoch [5][5700/5863] lr: 2.376e-06, eta: 3:46:15, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0110, loss_rpn_bbox: 0.0307, loss_cls: 0.0832, acc: 96.8184, loss_bbox: 0.0837, loss: 0.2086, grad_norm: 5.0156
2022-07-06 13:08:03,350 - mmdet - INFO - Epoch [5][5750/5863] lr: 2.376e-06, eta: 3:45:58, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0305, loss_cls: 0.0863, acc: 96.6758, loss_bbox: 0.0951, loss: 0.2265, grad_norm: 5.0988
2022-07-06 13:08:19,309 - mmdet - INFO - Epoch [5][5800/5863] lr: 2.376e-06, eta: 3:45:41, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0287, loss_cls: 0.0672, acc: 97.2441, loss_bbox: 0.0834, loss: 0.1863, grad_norm: 4.6203
2022-07-06 13:08:35,377 - mmdet - INFO - Epoch [5][5850/5863] lr: 2.376e-06, eta: 3:45:24, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0305, loss_cls: 0.0733, acc: 97.0645, loss_bbox: 0.0848, loss: 0.1978, grad_norm: 4.7901
2022-07-06 13:08:39,902 - mmdet - INFO - Saving checkpoint at 5 epochs
2022-07-06 13:09:13,123 - mmdet - INFO - Epoch [6][50/5863] lr: 2.376e-06, eta: 3:45:17, time: 0.618, data_time: 0.297, memory: 9039, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0323, loss_cls: 0.0691, acc: 97.2402, loss_bbox: 0.0770, loss: 0.1838, grad_norm: 4.8926
2022-07-06 13:09:29,194 - mmdet - INFO - Epoch [6][100/5863] lr: 2.376e-06, eta: 3:45:00, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0407, loss_cls: 0.0833, acc: 96.7051, loss_bbox: 0.0965, loss: 0.2343, grad_norm: 5.3178
2022-07-06 13:09:45,185 - mmdet - INFO - Epoch [6][150/5863] lr: 2.376e-06, eta: 3:44:43, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0200, loss_cls: 0.0749, acc: 97.2168, loss_bbox: 0.0700, loss: 0.1730, grad_norm: 4.3745
2022-07-06 13:10:01,208 - mmdet - INFO - Epoch [6][200/5863] lr: 2.376e-06, eta: 3:44:26, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0298, loss_cls: 0.0785, acc: 96.8672, loss_bbox: 0.0780, loss: 0.1961, grad_norm: 4.8897
2022-07-06 13:10:17,226 - mmdet - INFO - Epoch [6][250/5863] lr: 2.376e-06, eta: 3:44:08, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0336, loss_cls: 0.0770, acc: 96.9082, loss_bbox: 0.0812, loss: 0.1992, grad_norm: 4.5980
2022-07-06 13:10:33,327 - mmdet - INFO - Epoch [6][300/5863] lr: 2.376e-06, eta: 3:43:51, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0421, loss_cls: 0.0827, acc: 96.6543, loss_bbox: 0.0858, loss: 0.2213, grad_norm: 4.8958
2022-07-06 13:10:49,407 - mmdet - INFO - Epoch [6][350/5863] lr: 2.376e-06, eta: 3:43:34, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0300, loss_cls: 0.0709, acc: 97.1738, loss_bbox: 0.0651, loss: 0.1803, grad_norm: 4.7654
2022-07-06 13:11:05,342 - mmdet - INFO - Epoch [6][400/5863] lr: 2.376e-06, eta: 3:43:17, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0328, loss_cls: 0.0721, acc: 97.3535, loss_bbox: 0.0711, loss: 0.1876, grad_norm: 4.8933
2022-07-06 13:11:21,286 - mmdet - INFO - Epoch [6][450/5863] lr: 2.376e-06, eta: 3:43:00, time: 0.319, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0402, loss_cls: 0.0916, acc: 96.2383, loss_bbox: 0.1048, loss: 0.2523, grad_norm: 5.6022
2022-07-06 13:11:37,316 - mmdet - INFO - Epoch [6][500/5863] lr: 2.376e-06, eta: 3:42:43, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0276, loss_cls: 0.0799, acc: 96.8418, loss_bbox: 0.0831, loss: 0.1992, grad_norm: 5.0180
2022-07-06 13:11:56,501 - mmdet - INFO - Epoch [6][550/5863] lr: 2.376e-06, eta: 3:42:30, time: 0.384, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0112, loss_rpn_bbox: 0.0521, loss_cls: 0.0957, acc: 96.3867, loss_bbox: 0.0926, loss: 0.2516, grad_norm: 5.6139
2022-07-06 13:12:12,675 - mmdet - INFO - Epoch [6][600/5863] lr: 2.376e-06, eta: 3:42:13, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0394, loss_cls: 0.0741, acc: 97.1758, loss_bbox: 0.0718, loss: 0.1942, grad_norm: 4.7731
2022-07-06 13:12:28,727 - mmdet - INFO - Epoch [6][650/5863] lr: 2.376e-06, eta: 3:41:56, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0270, loss_cls: 0.0830, acc: 96.6270, loss_bbox: 0.0835, loss: 0.2034, grad_norm: 5.5820
2022-07-06 13:12:44,851 - mmdet - INFO - Epoch [6][700/5863] lr: 2.376e-06, eta: 3:41:39, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0307, loss_cls: 0.0813, acc: 96.9453, loss_bbox: 0.0728, loss: 0.1924, grad_norm: 5.1872
2022-07-06 13:13:00,875 - mmdet - INFO - Epoch [6][750/5863] lr: 2.376e-06, eta: 3:41:22, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0373, loss_cls: 0.0859, acc: 96.7520, loss_bbox: 0.0844, loss: 0.2166, grad_norm: 5.6251
2022-07-06 13:13:16,924 - mmdet - INFO - Epoch [6][800/5863] lr: 2.376e-06, eta: 3:41:05, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0437, loss_cls: 0.0752, acc: 97.1387, loss_bbox: 0.0859, loss: 0.2145, grad_norm: 5.2412
2022-07-06 13:13:32,939 - mmdet - INFO - Epoch [6][850/5863] lr: 2.376e-06, eta: 3:40:48, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0359, loss_cls: 0.0868, acc: 96.6211, loss_bbox: 0.0877, loss: 0.2237, grad_norm: 5.3527
2022-07-06 13:13:48,952 - mmdet - INFO - Epoch [6][900/5863] lr: 2.376e-06, eta: 3:40:31, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0385, loss_cls: 0.0935, acc: 96.2754, loss_bbox: 0.0909, loss: 0.2307, grad_norm: 5.0231
2022-07-06 13:14:05,031 - mmdet - INFO - Epoch [6][950/5863] lr: 2.376e-06, eta: 3:40:14, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0258, loss_cls: 0.0767, acc: 97.0723, loss_bbox: 0.0659, loss: 0.1783, grad_norm: 4.8340
2022-07-06 13:14:21,179 - mmdet - INFO - Epoch [6][1000/5863] lr: 2.376e-06, eta: 3:39:57, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0360, loss_cls: 0.0834, acc: 96.6465, loss_bbox: 0.0838, loss: 0.2125, grad_norm: 5.9451
2022-07-06 13:14:37,372 - mmdet - INFO - Epoch [6][1050/5863] lr: 2.376e-06, eta: 3:39:40, time: 0.324, data_time: 0.004, memory: 9039, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0298, loss_cls: 0.0830, acc: 96.7617, loss_bbox: 0.0921, loss: 0.2115, grad_norm: 5.2516
2022-07-06 13:14:53,654 - mmdet - INFO - Epoch [6][1100/5863] lr: 2.376e-06, eta: 3:39:23, time: 0.326, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0221, loss_cls: 0.0716, acc: 96.9668, loss_bbox: 0.0803, loss: 0.1825, grad_norm: 4.8268
2022-07-06 13:15:09,820 - mmdet - INFO - Epoch [6][1150/5863] lr: 2.376e-06, eta: 3:39:06, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0230, loss_cls: 0.0609, acc: 97.6621, loss_bbox: 0.0673, loss: 0.1590, grad_norm: 4.3553
2022-07-06 13:15:25,873 - mmdet - INFO - Epoch [6][1200/5863] lr: 2.376e-06, eta: 3:38:49, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0426, loss_cls: 0.0780, acc: 96.9297, loss_bbox: 0.0852, loss: 0.2152, grad_norm: 5.2628
2022-07-06 13:15:43,707 - mmdet - INFO - Epoch [6][1250/5863] lr: 2.376e-06, eta: 3:38:35, time: 0.357, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0470, loss_cls: 0.0840, acc: 96.5605, loss_bbox: 0.1106, loss: 0.2492, grad_norm: 5.4573
2022-07-06 13:15:59,895 - mmdet - INFO - Epoch [6][1300/5863] lr: 2.376e-06, eta: 3:38:18, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0368, loss_cls: 0.0852, acc: 96.6719, loss_bbox: 0.1157, loss: 0.2483, grad_norm: 5.8476
2022-07-06 13:16:16,017 - mmdet - INFO - Epoch [6][1350/5863] lr: 2.376e-06, eta: 3:38:01, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0408, loss_cls: 0.0826, acc: 96.7715, loss_bbox: 0.1033, loss: 0.2351, grad_norm: 5.3502
2022-07-06 13:16:32,070 - mmdet - INFO - Epoch [6][1400/5863] lr: 2.376e-06, eta: 3:37:44, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0333, loss_cls: 0.0847, acc: 96.7012, loss_bbox: 0.0996, loss: 0.2262, grad_norm: 4.6155
2022-07-06 13:16:48,128 - mmdet - INFO - Epoch [6][1450/5863] lr: 2.376e-06, eta: 3:37:27, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0069, loss_rpn_bbox: 0.0396, loss_cls: 0.1025, acc: 96.5020, loss_bbox: 0.1128, loss: 0.2618, grad_norm: 5.1575
2022-07-06 13:17:04,221 - mmdet - INFO - Epoch [6][1500/5863] lr: 2.376e-06, eta: 3:37:10, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0368, loss_cls: 0.0844, acc: 96.6797, loss_bbox: 0.0923, loss: 0.2202, grad_norm: 5.4167
2022-07-06 13:17:20,472 - mmdet - INFO - Epoch [6][1550/5863] lr: 2.376e-06, eta: 3:36:53, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0371, loss_cls: 0.0824, acc: 96.8926, loss_bbox: 0.0958, loss: 0.2249, grad_norm: 5.1352
2022-07-06 13:17:36,537 - mmdet - INFO - Epoch [6][1600/5863] lr: 2.376e-06, eta: 3:36:36, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0351, loss_cls: 0.0728, acc: 96.9961, loss_bbox: 0.0796, loss: 0.1952, grad_norm: 5.3164
2022-07-06 13:17:52,801 - mmdet - INFO - Epoch [6][1650/5863] lr: 2.376e-06, eta: 3:36:19, time: 0.325, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0401, loss_cls: 0.0742, acc: 97.1699, loss_bbox: 0.0734, loss: 0.1945, grad_norm: 5.3202
2022-07-06 13:18:08,973 - mmdet - INFO - Epoch [6][1700/5863] lr: 2.376e-06, eta: 3:36:02, time: 0.323, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0342, loss_cls: 0.0984, acc: 96.3809, loss_bbox: 0.0980, loss: 0.2399, grad_norm: 5.6755
2022-07-06 13:18:26,571 - mmdet - INFO - Epoch [6][1750/5863] lr: 2.376e-06, eta: 3:35:47, time: 0.352, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0346, loss_cls: 0.0851, acc: 96.7578, loss_bbox: 0.0832, loss: 0.2128, grad_norm: 5.2050
2022-07-06 13:18:44,421 - mmdet - INFO - Epoch [6][1800/5863] lr: 2.376e-06, eta: 3:35:33, time: 0.357, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0565, loss_cls: 0.0931, acc: 96.3867, loss_bbox: 0.0992, loss: 0.2676, grad_norm: 5.7625
2022-07-06 13:19:00,752 - mmdet - INFO - Epoch [6][1850/5863] lr: 2.376e-06, eta: 3:35:16, time: 0.326, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0345, loss_cls: 0.0855, acc: 96.6406, loss_bbox: 0.0893, loss: 0.2189, grad_norm: 5.5417
2022-07-06 13:19:17,014 - mmdet - INFO - Epoch [6][1900/5863] lr: 2.376e-06, eta: 3:34:59, time: 0.325, data_time: 0.004, memory: 9039, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0259, loss_cls: 0.0759, acc: 97.1152, loss_bbox: 0.0762, loss: 0.1888, grad_norm: 4.9237
2022-07-06 13:19:33,338 - mmdet - INFO - Epoch [6][1950/5863] lr: 2.376e-06, eta: 3:34:42, time: 0.326, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0112, loss_rpn_bbox: 0.0468, loss_cls: 0.0863, acc: 96.6270, loss_bbox: 0.0974, loss: 0.2417, grad_norm: 5.1930
2022-07-06 13:19:49,541 - mmdet - INFO - Epoch [6][2000/5863] lr: 2.376e-06, eta: 3:34:26, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0399, loss_cls: 0.0910, acc: 96.4805, loss_bbox: 0.1186, loss: 0.2589, grad_norm: 5.6646
2022-07-06 13:20:05,757 - mmdet - INFO - Epoch [6][2050/5863] lr: 2.376e-06, eta: 3:34:09, time: 0.324, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0333, loss_cls: 0.0893, acc: 96.6152, loss_bbox: 0.0876, loss: 0.2234, grad_norm: 5.3767
2022-07-06 13:20:21,825 - mmdet - INFO - Epoch [6][2100/5863] lr: 2.376e-06, eta: 3:33:52, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0485, loss_cls: 0.0780, acc: 97.0879, loss_bbox: 0.0932, loss: 0.2274, grad_norm: 6.3209
2022-07-06 13:20:37,942 - mmdet - INFO - Epoch [6][2150/5863] lr: 2.376e-06, eta: 3:33:35, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0379, loss_cls: 0.0950, acc: 96.3281, loss_bbox: 0.1092, loss: 0.2517, grad_norm: 6.6345
2022-07-06 13:20:54,026 - mmdet - INFO - Epoch [6][2200/5863] lr: 2.376e-06, eta: 3:33:18, time: 0.322, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0395, loss_cls: 0.0804, acc: 96.8750, loss_bbox: 0.0770, loss: 0.2075, grad_norm: 5.2910
2022-07-06 13:21:10,099 - mmdet - INFO - Epoch [6][2250/5863] lr: 2.376e-06, eta: 3:33:01, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0331, loss_cls: 0.0788, acc: 97.0273, loss_bbox: 0.0834, loss: 0.2044, grad_norm: 4.6420
2022-07-06 13:21:26,078 - mmdet - INFO - Epoch [6][2300/5863] lr: 2.376e-06, eta: 3:32:44, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0350, loss_cls: 0.0661, acc: 97.5430, loss_bbox: 0.0642, loss: 0.1733, grad_norm: 5.0534
2022-07-06 13:21:42,112 - mmdet - INFO - Epoch [6][2350/5863] lr: 2.376e-06, eta: 3:32:27, time: 0.321, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0302, loss_cls: 0.0827, acc: 96.7168, loss_bbox: 0.0950, loss: 0.2161, grad_norm: 4.8413
2022-07-06 13:21:58,108 - mmdet - INFO - Epoch [6][2400/5863] lr: 2.376e-06, eta: 3:32:10, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0328, loss_cls: 0.0794, acc: 96.9414, loss_bbox: 0.0812, loss: 0.2019, grad_norm: 4.9063
2022-07-06 13:22:14,092 - mmdet - INFO - Epoch [6][2450/5863] lr: 2.376e-06, eta: 3:31:53, time: 0.320, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0250, loss_cls: 0.0716, acc: 97.1992, loss_bbox: 0.0700, loss: 0.1739, grad_norm: 4.6650
2022-07-06 13:22:34,153 - mmdet - INFO - Epoch [6][2500/5863] lr: 2.376e-06, eta: 3:31:41, time: 0.401, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0352, loss_cls: 0.0869, acc: 96.7715, loss_bbox: 0.0989, loss: 0.2295, grad_norm: 5.9180
2022-07-06 13:22:51,800 - mmdet - INFO - Epoch [6][2550/5863] lr: 2.376e-06, eta: 3:31:26, time: 0.353, data_time: 0.003, memory: 9039, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0369, loss_cls: 0.0846, acc: 96.6270, loss_bbox: 0.0825, loss: 0.2152, grad_norm: 5.4078