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faster_rcnn_orpn_our_rsp_vitae-nc-base-win-rvsa_v3_kvdiff_wsz7_fpn_3x_dior_lr1e-4_ldr75_dpr10.log
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faster_rcnn_orpn_our_rsp_vitae-nc-base-win-rvsa_v3_kvdiff_wsz7_fpn_3x_dior_lr1e-4_ldr75_dpr10.log
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2022-07-06 11:00:41,405 - 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 11:00:41,406 - mmdet - INFO - Distributed training: True
2022-07-06 11:00:41,736 - 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_KVDIFF_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_kvdiff_wsz7_fpn_3x_dior_lr1e-4_ldr75_dpr10'
gpu_ids = range(0, 1)
2022-07-06 11:00:43,075 - 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 11:00:43,988 - 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_k.2.weight, blocks.0.attn.sampling_offsets_k.2.bias, blocks.0.attn.sampling_scales_k.2.weight, blocks.0.attn.sampling_scales_k.2.bias, blocks.0.attn.sampling_angles_k.2.weight, blocks.0.attn.sampling_angles_k.2.bias, blocks.0.attn.sampling_offsets_v.2.weight, blocks.0.attn.sampling_offsets_v.2.bias, blocks.0.attn.sampling_scales_v.2.weight, blocks.0.attn.sampling_scales_v.2.bias, blocks.0.attn.sampling_angles_v.2.weight, blocks.0.attn.sampling_angles_v.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_k.2.weight, blocks.1.attn.sampling_offsets_k.2.bias, blocks.1.attn.sampling_scales_k.2.weight, blocks.1.attn.sampling_scales_k.2.bias, blocks.1.attn.sampling_angles_k.2.weight, blocks.1.attn.sampling_angles_k.2.bias, blocks.1.attn.sampling_offsets_v.2.weight, blocks.1.attn.sampling_offsets_v.2.bias, blocks.1.attn.sampling_scales_v.2.weight, blocks.1.attn.sampling_scales_v.2.bias, blocks.1.attn.sampling_angles_v.2.weight, blocks.1.attn.sampling_angles_v.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_k.2.weight, blocks.3.attn.sampling_offsets_k.2.bias, blocks.3.attn.sampling_scales_k.2.weight, blocks.3.attn.sampling_scales_k.2.bias, blocks.3.attn.sampling_angles_k.2.weight, blocks.3.attn.sampling_angles_k.2.bias, blocks.3.attn.sampling_offsets_v.2.weight, blocks.3.attn.sampling_offsets_v.2.bias, blocks.3.attn.sampling_scales_v.2.weight, blocks.3.attn.sampling_scales_v.2.bias, blocks.3.attn.sampling_angles_v.2.weight, blocks.3.attn.sampling_angles_v.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_k.2.weight, blocks.4.attn.sampling_offsets_k.2.bias, blocks.4.attn.sampling_scales_k.2.weight, blocks.4.attn.sampling_scales_k.2.bias, blocks.4.attn.sampling_angles_k.2.weight, blocks.4.attn.sampling_angles_k.2.bias, blocks.4.attn.sampling_offsets_v.2.weight, blocks.4.attn.sampling_offsets_v.2.bias, blocks.4.attn.sampling_scales_v.2.weight, blocks.4.attn.sampling_scales_v.2.bias, blocks.4.attn.sampling_angles_v.2.weight, blocks.4.attn.sampling_angles_v.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_k.2.weight, blocks.6.attn.sampling_offsets_k.2.bias, blocks.6.attn.sampling_scales_k.2.weight, blocks.6.attn.sampling_scales_k.2.bias, blocks.6.attn.sampling_angles_k.2.weight, blocks.6.attn.sampling_angles_k.2.bias, blocks.6.attn.sampling_offsets_v.2.weight, blocks.6.attn.sampling_offsets_v.2.bias, blocks.6.attn.sampling_scales_v.2.weight, blocks.6.attn.sampling_scales_v.2.bias, blocks.6.attn.sampling_angles_v.2.weight, blocks.6.attn.sampling_angles_v.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_k.2.weight, blocks.7.attn.sampling_offsets_k.2.bias, blocks.7.attn.sampling_scales_k.2.weight, blocks.7.attn.sampling_scales_k.2.bias, blocks.7.attn.sampling_angles_k.2.weight, blocks.7.attn.sampling_angles_k.2.bias, blocks.7.attn.sampling_offsets_v.2.weight, blocks.7.attn.sampling_offsets_v.2.bias, blocks.7.attn.sampling_scales_v.2.weight, blocks.7.attn.sampling_scales_v.2.bias, blocks.7.attn.sampling_angles_v.2.weight, blocks.7.attn.sampling_angles_v.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_k.2.weight, blocks.9.attn.sampling_offsets_k.2.bias, blocks.9.attn.sampling_scales_k.2.weight, blocks.9.attn.sampling_scales_k.2.bias, blocks.9.attn.sampling_angles_k.2.weight, blocks.9.attn.sampling_angles_k.2.bias, blocks.9.attn.sampling_offsets_v.2.weight, blocks.9.attn.sampling_offsets_v.2.bias, blocks.9.attn.sampling_scales_v.2.weight, blocks.9.attn.sampling_scales_v.2.bias, blocks.9.attn.sampling_angles_v.2.weight, blocks.9.attn.sampling_angles_v.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_k.2.weight, blocks.10.attn.sampling_offsets_k.2.bias, blocks.10.attn.sampling_scales_k.2.weight, blocks.10.attn.sampling_scales_k.2.bias, blocks.10.attn.sampling_angles_k.2.weight, blocks.10.attn.sampling_angles_k.2.bias, blocks.10.attn.sampling_offsets_v.2.weight, blocks.10.attn.sampling_offsets_v.2.bias, blocks.10.attn.sampling_scales_v.2.weight, blocks.10.attn.sampling_scales_v.2.bias, blocks.10.attn.sampling_angles_v.2.weight, blocks.10.attn.sampling_angles_v.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 11:01:02,140 - mmdet - INFO - Start running, host: root@DGX-124, work_dir: /workspace/CV/users/wangdi153/OBBDetection/work_dirs/faster/faster_rcnn_orpn_our_rsp_vitae-nc-base-win-rvsa_v3_kvdiff_wsz7_fpn_3x_dior_lr1e-4_ldr75_dpr10
2022-07-06 11:01:02,140 - 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 11:01:02,141 - mmdet - INFO - workflow: [('train', 1)], max: 12 epochs
2022-07-06 11:01:02,141 - 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_kvdiff_wsz7_fpn_3x_dior_lr1e-4_ldr75_dpr10 by HardDiskBackend.
2022-07-06 11:01:34,895 - mmdet - INFO - Epoch [1][50/5863] lr: 2.350e-07, eta: 12:47:24, time: 0.655, data_time: 0.295, memory: 8658, loss_rpn_cls: 0.6583, loss_rpn_bbox: 0.1418, loss_cls: 1.8519, acc: 72.9805, loss_bbox: 0.0347, loss: 2.6867, grad_norm: 19.0385
2022-07-06 11:01:52,386 - mmdet - INFO - Epoch [1][100/5863] lr: 4.723e-07, eta: 9:48:16, time: 0.350, data_time: 0.003, memory: 8658, loss_rpn_cls: 0.3862, loss_rpn_bbox: 0.1236, loss_cls: 0.3448, acc: 97.9512, loss_bbox: 0.0831, loss: 0.9376, grad_norm: 5.9077
2022-07-06 11:02:09,863 - mmdet - INFO - Epoch [1][150/5863] lr: 7.096e-07, eta: 8:48:14, time: 0.350, data_time: 0.003, memory: 8658, loss_rpn_cls: 0.2009, loss_rpn_bbox: 0.1316, loss_cls: 0.2718, acc: 97.1113, loss_bbox: 0.1272, loss: 0.7315, grad_norm: 6.3695
2022-07-06 11:02:27,267 - mmdet - INFO - Epoch [1][200/5863] lr: 9.470e-07, eta: 8:17:38, time: 0.348, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.1774, loss_rpn_bbox: 0.1249, loss_cls: 0.2320, acc: 96.4395, loss_bbox: 0.1306, loss: 0.6649, grad_norm: 5.3178
2022-07-06 11:02:44,657 - mmdet - INFO - Epoch [1][250/5863] lr: 1.184e-06, eta: 7:59:06, time: 0.348, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.1355, loss_rpn_bbox: 0.1128, loss_cls: 0.2005, acc: 96.7598, loss_bbox: 0.1126, loss: 0.5614, grad_norm: 4.6776
2022-07-06 11:03:02,138 - mmdet - INFO - Epoch [1][300/5863] lr: 1.422e-06, eta: 7:47:00, time: 0.350, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.1394, loss_rpn_bbox: 0.1130, loss_cls: 0.1519, acc: 97.4043, loss_bbox: 0.0857, loss: 0.4900, grad_norm: 4.5997
2022-07-06 11:03:19,677 - mmdet - INFO - Epoch [1][350/5863] lr: 1.659e-06, eta: 7:38:28, time: 0.351, data_time: 0.004, memory: 8968, loss_rpn_cls: 0.1390, loss_rpn_bbox: 0.1339, loss_cls: 0.1737, acc: 96.3496, loss_bbox: 0.0848, loss: 0.5314, grad_norm: 5.9542
2022-07-06 11:03:37,170 - mmdet - INFO - Epoch [1][400/5863] lr: 1.896e-06, eta: 7:31:51, time: 0.350, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.1175, loss_rpn_bbox: 0.1042, loss_cls: 0.1834, acc: 96.6562, loss_bbox: 0.1158, loss: 0.5209, grad_norm: 4.5966
2022-07-06 11:03:54,592 - mmdet - INFO - Epoch [1][450/5863] lr: 2.134e-06, eta: 7:26:28, time: 0.348, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.1520, loss_rpn_bbox: 0.1309, loss_cls: 0.2052, acc: 96.2793, loss_bbox: 0.1410, loss: 0.6291, grad_norm: 5.3904
2022-07-06 11:04:12,084 - mmdet - INFO - Epoch [1][500/5863] lr: 2.371e-06, eta: 7:22:16, time: 0.350, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.1249, loss_rpn_bbox: 0.1238, loss_cls: 0.2454, acc: 94.7402, loss_bbox: 0.1638, loss: 0.6580, grad_norm: 6.8212
2022-07-06 11:04:29,743 - mmdet - INFO - Epoch [1][550/5863] lr: 2.376e-06, eta: 7:19:07, time: 0.353, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0992, loss_rpn_bbox: 0.0910, loss_cls: 0.1939, acc: 96.2812, loss_bbox: 0.1103, loss: 0.4943, grad_norm: 4.9854
2022-07-06 11:04:47,289 - mmdet - INFO - Epoch [1][600/5863] lr: 2.376e-06, eta: 7:16:14, time: 0.351, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0945, loss_rpn_bbox: 0.0747, loss_cls: 0.2102, acc: 96.3145, loss_bbox: 0.1228, loss: 0.5022, grad_norm: 4.5863
2022-07-06 11:05:04,754 - mmdet - INFO - Epoch [1][650/5863] lr: 2.376e-06, eta: 7:13:36, time: 0.349, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.1054, loss_rpn_bbox: 0.1017, loss_cls: 0.2098, acc: 95.3574, loss_bbox: 0.1182, loss: 0.5351, grad_norm: 6.0113
2022-07-06 11:05:22,446 - mmdet - INFO - Epoch [1][700/5863] lr: 2.376e-06, eta: 7:11:41, time: 0.354, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.1104, loss_rpn_bbox: 0.1076, loss_cls: 0.2175, acc: 94.9492, loss_bbox: 0.1216, loss: 0.5571, grad_norm: 6.1917
2022-07-06 11:05:42,852 - mmdet - INFO - Epoch [1][750/5863] lr: 2.376e-06, eta: 7:14:11, time: 0.408, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.1005, loss_rpn_bbox: 0.0987, loss_cls: 0.2186, acc: 95.2520, loss_bbox: 0.1335, loss: 0.5513, grad_norm: 6.0469
2022-07-06 11:06:00,314 - mmdet - INFO - Epoch [1][800/5863] lr: 2.376e-06, eta: 7:12:03, time: 0.349, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.1075, loss_rpn_bbox: 0.1167, loss_cls: 0.2187, acc: 94.7168, loss_bbox: 0.1486, loss: 0.5915, grad_norm: 6.4115
2022-07-06 11:06:17,776 - mmdet - INFO - Epoch [1][850/5863] lr: 2.376e-06, eta: 7:10:09, time: 0.349, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0855, loss_rpn_bbox: 0.0938, loss_cls: 0.2383, acc: 93.7734, loss_bbox: 0.1788, loss: 0.5964, grad_norm: 7.3674
2022-07-06 11:06:35,329 - mmdet - INFO - Epoch [1][900/5863] lr: 2.376e-06, eta: 7:08:32, time: 0.351, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0695, loss_rpn_bbox: 0.0853, loss_cls: 0.1619, acc: 95.8281, loss_bbox: 0.1374, loss: 0.4541, grad_norm: 5.2506
2022-07-06 11:06:52,793 - mmdet - INFO - Epoch [1][950/5863] lr: 2.376e-06, eta: 7:06:57, time: 0.349, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0715, loss_rpn_bbox: 0.0881, loss_cls: 0.2013, acc: 95.4004, loss_bbox: 0.1471, loss: 0.5080, grad_norm: 6.4341
2022-07-06 11:07:10,335 - mmdet - INFO - Epoch [1][1000/5863] lr: 2.376e-06, eta: 7:05:35, time: 0.351, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.1066, loss_rpn_bbox: 0.1041, loss_cls: 0.2413, acc: 94.5195, loss_bbox: 0.1725, loss: 0.6245, grad_norm: 7.4116
2022-07-06 11:07:27,852 - mmdet - INFO - Epoch [1][1050/5863] lr: 2.376e-06, eta: 7:04:18, time: 0.350, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0905, loss_rpn_bbox: 0.1125, loss_cls: 0.2029, acc: 95.0332, loss_bbox: 0.1450, loss: 0.5509, grad_norm: 6.0724
2022-07-06 11:07:45,476 - mmdet - INFO - Epoch [1][1100/5863] lr: 2.376e-06, eta: 7:03:13, time: 0.352, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0774, loss_rpn_bbox: 0.0879, loss_cls: 0.1644, acc: 95.9609, loss_bbox: 0.1411, loss: 0.4708, grad_norm: 5.1678
2022-07-06 11:08:03,049 - mmdet - INFO - Epoch [1][1150/5863] lr: 2.376e-06, eta: 7:02:09, time: 0.351, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0805, loss_rpn_bbox: 0.1172, loss_cls: 0.1923, acc: 95.4355, loss_bbox: 0.1676, loss: 0.5576, grad_norm: 6.2279
2022-07-06 11:08:20,526 - mmdet - INFO - Epoch [1][1200/5863] lr: 2.376e-06, eta: 7:01:03, time: 0.350, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.1034, loss_rpn_bbox: 0.1170, loss_cls: 0.1991, acc: 94.8203, loss_bbox: 0.1756, loss: 0.5951, grad_norm: 7.0790
2022-07-06 11:08:38,006 - mmdet - INFO - Epoch [1][1250/5863] lr: 2.376e-06, eta: 7:00:01, time: 0.350, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0655, loss_rpn_bbox: 0.0613, loss_cls: 0.1721, acc: 95.7539, loss_bbox: 0.1590, loss: 0.4579, grad_norm: 5.9274
2022-07-06 11:08:55,465 - mmdet - INFO - Epoch [1][1300/5863] lr: 2.376e-06, eta: 6:59:02, time: 0.349, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0601, loss_rpn_bbox: 0.0731, loss_cls: 0.1737, acc: 95.4121, loss_bbox: 0.1517, loss: 0.4585, grad_norm: 6.1816
2022-07-06 11:09:13,028 - mmdet - INFO - Epoch [1][1350/5863] lr: 2.376e-06, eta: 6:58:11, time: 0.351, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0784, loss_rpn_bbox: 0.0756, loss_cls: 0.1603, acc: 96.1680, loss_bbox: 0.1408, loss: 0.4550, grad_norm: 6.2250
2022-07-06 11:09:30,760 - mmdet - INFO - Epoch [1][1400/5863] lr: 2.376e-06, eta: 6:57:31, time: 0.355, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0671, loss_rpn_bbox: 0.1089, loss_cls: 0.1657, acc: 95.7090, loss_bbox: 0.1226, loss: 0.4642, grad_norm: 6.3123
2022-07-06 11:09:48,297 - mmdet - INFO - Epoch [1][1450/5863] lr: 2.376e-06, eta: 6:56:43, time: 0.351, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0616, loss_rpn_bbox: 0.0997, loss_cls: 0.1775, acc: 95.4492, loss_bbox: 0.1502, loss: 0.4890, grad_norm: 6.3155
2022-07-06 11:10:05,947 - mmdet - INFO - Epoch [1][1500/5863] lr: 2.376e-06, eta: 6:56:02, time: 0.353, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0698, loss_rpn_bbox: 0.0655, loss_cls: 0.1575, acc: 96.0918, loss_bbox: 0.1243, loss: 0.4171, grad_norm: 5.4754
2022-07-06 11:10:23,410 - mmdet - INFO - Epoch [1][1550/5863] lr: 2.376e-06, eta: 6:55:14, time: 0.349, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0594, loss_rpn_bbox: 0.0712, loss_cls: 0.1808, acc: 94.8398, loss_bbox: 0.1743, loss: 0.4857, grad_norm: 6.9937
2022-07-06 11:10:42,476 - mmdet - INFO - Epoch [1][1600/5863] lr: 2.376e-06, eta: 6:55:37, time: 0.381, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0623, loss_rpn_bbox: 0.0793, loss_cls: 0.2109, acc: 94.0781, loss_bbox: 0.1694, loss: 0.5220, grad_norm: 6.9141
2022-07-06 11:11:00,112 - mmdet - INFO - Epoch [1][1650/5863] lr: 2.376e-06, eta: 6:54:58, time: 0.353, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0647, loss_rpn_bbox: 0.0752, loss_cls: 0.1799, acc: 94.9043, loss_bbox: 0.1819, loss: 0.5016, grad_norm: 7.1740
2022-07-06 11:11:17,741 - mmdet - INFO - Epoch [1][1700/5863] lr: 2.376e-06, eta: 6:54:20, time: 0.353, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0784, loss_cls: 0.2013, acc: 94.1055, loss_bbox: 0.1523, loss: 0.4882, grad_norm: 7.1656
2022-07-06 11:11:35,295 - mmdet - INFO - Epoch [1][1750/5863] lr: 2.376e-06, eta: 6:53:41, time: 0.351, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0697, loss_cls: 0.1521, acc: 95.4980, loss_bbox: 0.1515, loss: 0.4224, grad_norm: 6.0652
2022-07-06 11:11:53,268 - mmdet - INFO - Epoch [1][1800/5863] lr: 2.376e-06, eta: 6:53:18, time: 0.359, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0673, loss_rpn_bbox: 0.0793, loss_cls: 0.1890, acc: 94.7773, loss_bbox: 0.1804, loss: 0.5159, grad_norm: 7.0695
2022-07-06 11:12:11,031 - mmdet - INFO - Epoch [1][1850/5863] lr: 2.376e-06, eta: 6:52:48, time: 0.355, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0817, loss_cls: 0.1885, acc: 94.3789, loss_bbox: 0.1705, loss: 0.4929, grad_norm: 7.4711
2022-07-06 11:12:28,802 - mmdet - INFO - Epoch [1][1900/5863] lr: 2.376e-06, eta: 6:52:19, time: 0.355, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0513, loss_cls: 0.1694, acc: 94.9785, loss_bbox: 0.1543, loss: 0.4122, grad_norm: 7.3948
2022-07-06 11:12:46,312 - mmdet - INFO - Epoch [1][1950/5863] lr: 2.376e-06, eta: 6:51:41, time: 0.350, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0698, loss_cls: 0.1633, acc: 95.0840, loss_bbox: 0.1727, loss: 0.4558, grad_norm: 6.8574
2022-07-06 11:13:04,124 - mmdet - INFO - Epoch [1][2000/5863] lr: 2.376e-06, eta: 6:51:15, time: 0.356, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0678, loss_cls: 0.1552, acc: 95.5898, loss_bbox: 0.1579, loss: 0.4339, grad_norm: 6.1855
2022-07-06 11:13:21,891 - mmdet - INFO - Epoch [1][2050/5863] lr: 2.376e-06, eta: 6:50:48, time: 0.355, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0833, loss_cls: 0.1747, acc: 94.5762, loss_bbox: 0.2105, loss: 0.5140, grad_norm: 7.5246
2022-07-06 11:13:39,762 - mmdet - INFO - Epoch [1][2100/5863] lr: 2.376e-06, eta: 6:50:24, time: 0.357, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0606, loss_cls: 0.1432, acc: 95.1191, loss_bbox: 0.1838, loss: 0.4258, grad_norm: 6.7332
2022-07-06 11:13:57,424 - mmdet - INFO - Epoch [1][2150/5863] lr: 2.376e-06, eta: 6:49:54, time: 0.353, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.0794, loss_cls: 0.1620, acc: 94.8145, loss_bbox: 0.1768, loss: 0.4746, grad_norm: 8.1742
2022-07-06 11:14:15,120 - mmdet - INFO - Epoch [1][2200/5863] lr: 2.376e-06, eta: 6:49:26, time: 0.354, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0568, loss_rpn_bbox: 0.0614, loss_cls: 0.1982, acc: 94.0449, loss_bbox: 0.1882, loss: 0.5046, grad_norm: 7.4982
2022-07-06 11:14:33,109 - mmdet - INFO - Epoch [1][2250/5863] lr: 2.376e-06, eta: 6:49:07, time: 0.360, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0644, loss_cls: 0.1969, acc: 93.9883, loss_bbox: 0.1861, loss: 0.4992, grad_norm: 8.1238
2022-07-06 11:14:51,100 - mmdet - INFO - Epoch [1][2300/5863] lr: 2.376e-06, eta: 6:48:48, time: 0.360, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0718, loss_cls: 0.1640, acc: 94.3770, loss_bbox: 0.1883, loss: 0.4637, grad_norm: 7.4047
2022-07-06 11:15:08,882 - mmdet - INFO - Epoch [1][2350/5863] lr: 2.376e-06, eta: 6:48:23, time: 0.356, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0609, loss_rpn_bbox: 0.0840, loss_cls: 0.1874, acc: 94.1875, loss_bbox: 0.1630, loss: 0.4953, grad_norm: 8.0241
2022-07-06 11:15:26,600 - mmdet - INFO - Epoch [1][2400/5863] lr: 2.376e-06, eta: 6:47:56, time: 0.354, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0742, loss_cls: 0.1767, acc: 94.8184, loss_bbox: 0.1510, loss: 0.4609, grad_norm: 7.5383
2022-07-06 11:15:44,605 - mmdet - INFO - Epoch [1][2450/5863] lr: 2.376e-06, eta: 6:47:38, time: 0.360, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0720, loss_cls: 0.1579, acc: 94.7344, loss_bbox: 0.1563, loss: 0.4364, grad_norm: 8.1314
2022-07-06 11:16:02,702 - mmdet - INFO - Epoch [1][2500/5863] lr: 2.376e-06, eta: 6:47:22, time: 0.362, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0767, loss_cls: 0.2020, acc: 95.0039, loss_bbox: 0.1653, loss: 0.5012, grad_norm: 7.7418
2022-07-06 11:16:20,929 - mmdet - INFO - Epoch [1][2550/5863] lr: 2.376e-06, eta: 6:47:10, time: 0.365, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0672, loss_rpn_bbox: 0.0804, loss_cls: 0.1551, acc: 95.2598, loss_bbox: 0.1666, loss: 0.4692, grad_norm: 6.9954
2022-07-06 11:16:39,001 - mmdet - INFO - Epoch [1][2600/5863] lr: 2.376e-06, eta: 6:46:54, time: 0.361, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0750, loss_cls: 0.1591, acc: 94.8906, loss_bbox: 0.1587, loss: 0.4379, grad_norm: 6.3737
2022-07-06 11:16:57,044 - mmdet - INFO - Epoch [1][2650/5863] lr: 2.376e-06, eta: 6:46:36, time: 0.361, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0665, loss_cls: 0.1549, acc: 95.0645, loss_bbox: 0.1597, loss: 0.4282, grad_norm: 6.8747
2022-07-06 11:17:15,059 - mmdet - INFO - Epoch [1][2700/5863] lr: 2.376e-06, eta: 6:46:18, time: 0.360, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0624, loss_cls: 0.1698, acc: 94.5469, loss_bbox: 0.1658, loss: 0.4410, grad_norm: 7.4295
2022-07-06 11:17:32,926 - mmdet - INFO - Epoch [1][2750/5863] lr: 2.376e-06, eta: 6:45:57, time: 0.357, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0846, loss_cls: 0.1960, acc: 93.5312, loss_bbox: 0.1980, loss: 0.5322, grad_norm: 8.0857
2022-07-06 11:17:50,685 - mmdet - INFO - Epoch [1][2800/5863] lr: 2.376e-06, eta: 6:45:32, time: 0.355, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0717, loss_cls: 0.1717, acc: 94.6055, loss_bbox: 0.1474, loss: 0.4264, grad_norm: 6.6472
2022-07-06 11:18:08,332 - mmdet - INFO - Epoch [1][2850/5863] lr: 2.376e-06, eta: 6:45:06, time: 0.353, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0724, loss_cls: 0.1559, acc: 94.9062, loss_bbox: 0.1925, loss: 0.4568, grad_norm: 7.0425
2022-07-06 11:18:25,880 - mmdet - INFO - Epoch [1][2900/5863] lr: 2.376e-06, eta: 6:44:37, time: 0.351, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0803, loss_cls: 0.1392, acc: 95.3086, loss_bbox: 0.1619, loss: 0.4144, grad_norm: 7.3127
2022-07-06 11:18:43,289 - mmdet - INFO - Epoch [1][2950/5863] lr: 2.376e-06, eta: 6:44:06, time: 0.348, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0642, loss_cls: 0.1582, acc: 95.2207, loss_bbox: 0.1395, loss: 0.4068, grad_norm: 7.3761
2022-07-06 11:19:00,786 - mmdet - INFO - Epoch [1][3000/5863] lr: 2.376e-06, eta: 6:43:37, time: 0.350, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0566, loss_cls: 0.1601, acc: 94.9805, loss_bbox: 0.1633, loss: 0.4239, grad_norm: 7.2852
2022-07-06 11:19:18,486 - mmdet - INFO - Epoch [1][3050/5863] lr: 2.376e-06, eta: 6:43:13, time: 0.354, data_time: 0.003, memory: 8968, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0496, loss_cls: 0.1639, acc: 94.5938, loss_bbox: 0.1569, loss: 0.4024, grad_norm: 7.5680
2022-07-06 11:19:36,072 - mmdet - INFO - Epoch [1][3100/5863] lr: 2.376e-06, eta: 6:42:46, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0732, loss_cls: 0.1593, acc: 94.9414, loss_bbox: 0.1739, loss: 0.4527, grad_norm: 7.4185
2022-07-06 11:19:53,661 - mmdet - INFO - Epoch [1][3150/5863] lr: 2.376e-06, eta: 6:42:20, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0702, loss_cls: 0.2020, acc: 94.0840, loss_bbox: 0.1398, loss: 0.4547, grad_norm: 7.0131
2022-07-06 11:20:11,227 - mmdet - INFO - Epoch [1][3200/5863] lr: 2.376e-06, eta: 6:41:54, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0610, loss_cls: 0.1702, acc: 94.5410, loss_bbox: 0.1909, loss: 0.4622, grad_norm: 7.6005
2022-07-06 11:20:28,748 - mmdet - INFO - Epoch [1][3250/5863] lr: 2.376e-06, eta: 6:41:27, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0727, loss_cls: 0.1751, acc: 94.3574, loss_bbox: 0.1812, loss: 0.4706, grad_norm: 7.6303
2022-07-06 11:20:46,200 - mmdet - INFO - Epoch [1][3300/5863] lr: 2.376e-06, eta: 6:40:59, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0645, loss_cls: 0.1429, acc: 95.2852, loss_bbox: 0.1498, loss: 0.3949, grad_norm: 6.7407
2022-07-06 11:21:03,760 - mmdet - INFO - Epoch [1][3350/5863] lr: 2.376e-06, eta: 6:40:34, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0841, loss_cls: 0.1911, acc: 93.6094, loss_bbox: 0.1704, loss: 0.4837, grad_norm: 7.5942
2022-07-06 11:21:21,377 - mmdet - INFO - Epoch [1][3400/5863] lr: 2.376e-06, eta: 6:40:09, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0651, loss_cls: 0.1315, acc: 95.6777, loss_bbox: 0.1656, loss: 0.3976, grad_norm: 6.9061
2022-07-06 11:21:39,006 - mmdet - INFO - Epoch [1][3450/5863] lr: 2.376e-06, eta: 6:39:46, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0685, loss_cls: 0.1550, acc: 94.6582, loss_bbox: 0.1924, loss: 0.4520, grad_norm: 8.2830
2022-07-06 11:21:56,687 - mmdet - INFO - Epoch [1][3500/5863] lr: 2.376e-06, eta: 6:39:23, time: 0.354, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0617, loss_cls: 0.1539, acc: 94.6562, loss_bbox: 0.1371, loss: 0.3849, grad_norm: 6.8949
2022-07-06 11:22:16,411 - mmdet - INFO - Epoch [1][3550/5863] lr: 2.376e-06, eta: 6:39:39, time: 0.394, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0564, loss_cls: 0.1445, acc: 95.1074, loss_bbox: 0.1777, loss: 0.4222, grad_norm: 7.0219
2022-07-06 11:22:33,990 - mmdet - INFO - Epoch [1][3600/5863] lr: 2.376e-06, eta: 6:39:14, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0488, loss_cls: 0.1373, acc: 95.1992, loss_bbox: 0.1505, loss: 0.3646, grad_norm: 6.9174
2022-07-06 11:22:51,715 - mmdet - INFO - Epoch [1][3650/5863] lr: 2.376e-06, eta: 6:38:52, time: 0.354, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0567, loss_cls: 0.1639, acc: 94.5215, loss_bbox: 0.1680, loss: 0.4172, grad_norm: 7.4369
2022-07-06 11:23:09,204 - mmdet - INFO - Epoch [1][3700/5863] lr: 2.376e-06, eta: 6:38:26, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0446, loss_cls: 0.1492, acc: 95.2266, loss_bbox: 0.1473, loss: 0.3719, grad_norm: 6.7958
2022-07-06 11:23:26,853 - mmdet - INFO - Epoch [1][3750/5863] lr: 2.376e-06, eta: 6:38:03, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0535, loss_cls: 0.1473, acc: 94.9512, loss_bbox: 0.1556, loss: 0.3837, grad_norm: 7.4774
2022-07-06 11:23:44,315 - mmdet - INFO - Epoch [1][3800/5863] lr: 2.376e-06, eta: 6:37:37, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0508, loss_cls: 0.1220, acc: 95.9805, loss_bbox: 0.1235, loss: 0.3242, grad_norm: 6.1184
2022-07-06 11:24:01,978 - mmdet - INFO - Epoch [1][3850/5863] lr: 2.376e-06, eta: 6:37:15, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0669, loss_cls: 0.1621, acc: 94.6211, loss_bbox: 0.1735, loss: 0.4397, grad_norm: 7.6358
2022-07-06 11:24:19,460 - mmdet - INFO - Epoch [1][3900/5863] lr: 2.376e-06, eta: 6:36:49, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0446, loss_cls: 0.1461, acc: 94.8320, loss_bbox: 0.1485, loss: 0.3724, grad_norm: 6.6903
2022-07-06 11:24:36,993 - mmdet - INFO - Epoch [1][3950/5863] lr: 2.376e-06, eta: 6:36:25, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0766, loss_cls: 0.1555, acc: 94.5020, loss_bbox: 0.1658, loss: 0.4480, grad_norm: 7.4059
2022-07-06 11:25:00,324 - mmdet - INFO - Epoch [1][4000/5863] lr: 2.376e-06, eta: 6:37:37, time: 0.467, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0920, loss_cls: 0.1498, acc: 94.7988, loss_bbox: 0.1401, loss: 0.4270, grad_norm: 7.7982
2022-07-06 11:25:18,053 - mmdet - INFO - Epoch [1][4050/5863] lr: 2.376e-06, eta: 6:37:15, time: 0.354, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0752, loss_cls: 0.1466, acc: 95.0859, loss_bbox: 0.1867, loss: 0.4505, grad_norm: 7.3037
2022-07-06 11:25:35,717 - mmdet - INFO - Epoch [1][4100/5863] lr: 2.376e-06, eta: 6:36:52, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0747, loss_cls: 0.1474, acc: 94.9023, loss_bbox: 0.1657, loss: 0.4200, grad_norm: 7.5912
2022-07-06 11:25:56,308 - mmdet - INFO - Epoch [1][4150/5863] lr: 2.376e-06, eta: 6:37:16, time: 0.412, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0460, loss_cls: 0.1492, acc: 94.4805, loss_bbox: 0.1706, loss: 0.3902, grad_norm: 7.3928
2022-07-06 11:26:13,933 - mmdet - INFO - Epoch [1][4200/5863] lr: 2.376e-06, eta: 6:36:52, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0652, loss_cls: 0.1514, acc: 94.5566, loss_bbox: 0.1589, loss: 0.3950, grad_norm: 7.2531
2022-07-06 11:26:31,648 - mmdet - INFO - Epoch [1][4250/5863] lr: 2.376e-06, eta: 6:36:30, time: 0.354, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0720, loss_cls: 0.1475, acc: 94.6621, loss_bbox: 0.1800, loss: 0.4346, grad_norm: 7.0505
2022-07-06 11:26:49,375 - mmdet - INFO - Epoch [1][4300/5863] lr: 2.376e-06, eta: 6:36:08, time: 0.355, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0515, loss_cls: 0.1223, acc: 95.4688, loss_bbox: 0.1456, loss: 0.3502, grad_norm: 6.5186
2022-07-06 11:27:07,028 - mmdet - INFO - Epoch [1][4350/5863] lr: 2.376e-06, eta: 6:35:44, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0850, loss_cls: 0.1511, acc: 94.9609, loss_bbox: 0.1594, loss: 0.4312, grad_norm: 8.2931
2022-07-06 11:27:24,552 - mmdet - INFO - Epoch [1][4400/5863] lr: 2.376e-06, eta: 6:35:19, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0907, loss_cls: 0.1892, acc: 93.5391, loss_bbox: 0.1849, loss: 0.5133, grad_norm: 7.9873
2022-07-06 11:27:42,139 - mmdet - INFO - Epoch [1][4450/5863] lr: 2.376e-06, eta: 6:34:56, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0525, loss_cls: 0.1384, acc: 95.1562, loss_bbox: 0.1427, loss: 0.3659, grad_norm: 6.7625
2022-07-06 11:28:01,281 - mmdet - INFO - Epoch [1][4500/5863] lr: 2.376e-06, eta: 6:34:55, time: 0.383, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0631, loss_cls: 0.1340, acc: 95.3730, loss_bbox: 0.1219, loss: 0.3558, grad_norm: 7.0642
2022-07-06 11:28:18,900 - mmdet - INFO - Epoch [1][4550/5863] lr: 2.376e-06, eta: 6:34:31, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0531, loss_cls: 0.1381, acc: 94.9863, loss_bbox: 0.1524, loss: 0.3673, grad_norm: 6.4705
2022-07-06 11:28:36,558 - mmdet - INFO - Epoch [1][4600/5863] lr: 2.376e-06, eta: 6:34:09, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0660, loss_cls: 0.1283, acc: 95.5195, loss_bbox: 0.1427, loss: 0.3632, grad_norm: 6.9559
2022-07-06 11:28:54,145 - mmdet - INFO - Epoch [1][4650/5863] lr: 2.376e-06, eta: 6:33:45, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0393, loss_cls: 0.1160, acc: 96.0352, loss_bbox: 0.1199, loss: 0.3063, grad_norm: 6.2871
2022-07-06 11:29:11,796 - mmdet - INFO - Epoch [1][4700/5863] lr: 2.376e-06, eta: 6:33:23, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0571, loss_cls: 0.1388, acc: 95.3223, loss_bbox: 0.1515, loss: 0.3789, grad_norm: 6.7544
2022-07-06 11:29:29,342 - mmdet - INFO - Epoch [1][4750/5863] lr: 2.376e-06, eta: 6:32:59, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0581, loss_cls: 0.1450, acc: 95.1504, loss_bbox: 0.1299, loss: 0.3711, grad_norm: 7.1046
2022-07-06 11:29:46,840 - mmdet - INFO - Epoch [1][4800/5863] lr: 2.376e-06, eta: 6:32:34, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0505, loss_cls: 0.1452, acc: 94.9062, loss_bbox: 0.1338, loss: 0.3577, grad_norm: 7.8336
2022-07-06 11:30:04,435 - mmdet - INFO - Epoch [1][4850/5863] lr: 2.376e-06, eta: 6:32:11, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0642, loss_cls: 0.1293, acc: 95.3828, loss_bbox: 0.1479, loss: 0.3775, grad_norm: 6.7917
2022-07-06 11:30:21,979 - mmdet - INFO - Epoch [1][4900/5863] lr: 2.376e-06, eta: 6:31:48, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0556, loss_cls: 0.1553, acc: 94.3281, loss_bbox: 0.1590, loss: 0.4126, grad_norm: 8.1643
2022-07-06 11:30:42,332 - mmdet - INFO - Epoch [1][4950/5863] lr: 2.376e-06, eta: 6:32:01, time: 0.407, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0575, loss_cls: 0.1479, acc: 94.9668, loss_bbox: 0.1580, loss: 0.3909, grad_norm: 7.2656
2022-07-06 11:31:01,480 - mmdet - INFO - Epoch [1][5000/5863] lr: 2.376e-06, eta: 6:31:59, time: 0.383, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0580, loss_cls: 0.1552, acc: 94.7676, loss_bbox: 0.1594, loss: 0.4092, grad_norm: 7.4923
2022-07-06 11:31:18,975 - mmdet - INFO - Epoch [1][5050/5863] lr: 2.376e-06, eta: 6:31:34, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0520, loss_cls: 0.1442, acc: 95.3652, loss_bbox: 0.1639, loss: 0.3945, grad_norm: 7.2732
2022-07-06 11:31:36,740 - mmdet - INFO - Epoch [1][5100/5863] lr: 2.376e-06, eta: 6:31:13, time: 0.355, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0639, loss_cls: 0.1203, acc: 95.7969, loss_bbox: 0.1443, loss: 0.3574, grad_norm: 6.9583
2022-07-06 11:31:54,374 - mmdet - INFO - Epoch [1][5150/5863] lr: 2.376e-06, eta: 6:30:51, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0687, loss_cls: 0.1409, acc: 94.9395, loss_bbox: 0.1721, loss: 0.4154, grad_norm: 8.0111
2022-07-06 11:32:12,003 - mmdet - INFO - Epoch [1][5200/5863] lr: 2.376e-06, eta: 6:30:29, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0593, loss_cls: 0.1635, acc: 94.0469, loss_bbox: 0.1612, loss: 0.4172, grad_norm: 7.2966
2022-07-06 11:32:29,647 - mmdet - INFO - Epoch [1][5250/5863] lr: 2.376e-06, eta: 6:30:06, time: 0.353, data_time: 0.004, memory: 9055, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0455, loss_cls: 0.1521, acc: 94.5449, loss_bbox: 0.1542, loss: 0.3820, grad_norm: 7.2990
2022-07-06 11:32:47,237 - mmdet - INFO - Epoch [1][5300/5863] lr: 2.376e-06, eta: 6:29:44, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0464, loss_cls: 0.1482, acc: 95.0078, loss_bbox: 0.1389, loss: 0.3691, grad_norm: 7.0387
2022-07-06 11:33:04,785 - mmdet - INFO - Epoch [1][5350/5863] lr: 2.376e-06, eta: 6:29:21, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0571, loss_cls: 0.1452, acc: 94.9785, loss_bbox: 0.1380, loss: 0.3723, grad_norm: 7.1831
2022-07-06 11:33:22,358 - mmdet - INFO - Epoch [1][5400/5863] lr: 2.376e-06, eta: 6:28:58, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0532, loss_cls: 0.1158, acc: 96.0508, loss_bbox: 0.1162, loss: 0.3168, grad_norm: 6.3306
2022-07-06 11:33:39,883 - mmdet - INFO - Epoch [1][5450/5863] lr: 2.376e-06, eta: 6:28:35, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0715, loss_cls: 0.1350, acc: 95.2129, loss_bbox: 0.1563, loss: 0.3968, grad_norm: 7.2536
2022-07-06 11:33:57,466 - mmdet - INFO - Epoch [1][5500/5863] lr: 2.376e-06, eta: 6:28:12, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0592, loss_cls: 0.1314, acc: 95.2305, loss_bbox: 0.1482, loss: 0.3716, grad_norm: 7.7770
2022-07-06 11:34:15,015 - mmdet - INFO - Epoch [1][5550/5863] lr: 2.376e-06, eta: 6:27:49, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0501, loss_cls: 0.1376, acc: 94.9785, loss_bbox: 0.1371, loss: 0.3457, grad_norm: 6.9388
2022-07-06 11:34:32,531 - mmdet - INFO - Epoch [1][5600/5863] lr: 2.376e-06, eta: 6:27:26, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0598, loss_cls: 0.1304, acc: 95.5703, loss_bbox: 0.1235, loss: 0.3477, grad_norm: 7.1363
2022-07-06 11:34:50,067 - mmdet - INFO - Epoch [1][5650/5863] lr: 2.376e-06, eta: 6:27:04, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0589, loss_cls: 0.1391, acc: 95.0098, loss_bbox: 0.1538, loss: 0.3750, grad_norm: 7.2761
2022-07-06 11:35:09,273 - mmdet - INFO - Epoch [1][5700/5863] lr: 2.376e-06, eta: 6:27:00, time: 0.384, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0586, loss_cls: 0.1431, acc: 94.9414, loss_bbox: 0.1639, loss: 0.3950, grad_norm: 7.0658
2022-07-06 11:35:26,873 - mmdet - INFO - Epoch [1][5750/5863] lr: 2.376e-06, eta: 6:26:38, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0459, loss_cls: 0.1617, acc: 94.5137, loss_bbox: 0.1654, loss: 0.4039, grad_norm: 7.9683
2022-07-06 11:35:45,880 - mmdet - INFO - Epoch [1][5800/5863] lr: 2.376e-06, eta: 6:26:32, time: 0.380, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0655, loss_cls: 0.1468, acc: 94.6875, loss_bbox: 0.1582, loss: 0.4100, grad_norm: 7.7303
2022-07-06 11:36:03,365 - mmdet - INFO - Epoch [1][5850/5863] lr: 2.376e-06, eta: 6:26:09, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0641, loss_cls: 0.1221, acc: 95.5957, loss_bbox: 0.1400, loss: 0.3615, grad_norm: 6.5363
2022-07-06 11:36:08,240 - mmdet - INFO - Saving checkpoint at 1 epochs
2022-07-06 11:36:42,615 - mmdet - INFO - Epoch [2][50/5863] lr: 2.376e-06, eta: 6:27:29, time: 0.642, data_time: 0.292, memory: 9055, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0356, loss_cls: 0.1140, acc: 95.9043, loss_bbox: 0.1210, loss: 0.2896, grad_norm: 6.1696
2022-07-06 11:37:00,097 - mmdet - INFO - Epoch [2][100/5863] lr: 2.376e-06, eta: 6:27:05, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0552, loss_cls: 0.1273, acc: 95.2363, loss_bbox: 0.1411, loss: 0.3493, grad_norm: 6.6145
2022-07-06 11:37:17,476 - mmdet - INFO - Epoch [2][150/5863] lr: 2.376e-06, eta: 6:26:40, time: 0.348, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0453, loss_cls: 0.1182, acc: 95.7168, loss_bbox: 0.1114, loss: 0.2907, grad_norm: 5.6566
2022-07-06 11:37:34,799 - mmdet - INFO - Epoch [2][200/5863] lr: 2.376e-06, eta: 6:26:14, time: 0.346, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0521, loss_cls: 0.1352, acc: 95.2793, loss_bbox: 0.1304, loss: 0.3370, grad_norm: 7.6696
2022-07-06 11:37:52,272 - mmdet - INFO - Epoch [2][250/5863] lr: 2.376e-06, eta: 6:25:51, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0349, loss_cls: 0.1163, acc: 96.0195, loss_bbox: 0.1293, loss: 0.3029, grad_norm: 6.5151
2022-07-06 11:38:09,804 - mmdet - INFO - Epoch [2][300/5863] lr: 2.376e-06, eta: 6:25:28, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0469, loss_cls: 0.1438, acc: 95.1094, loss_bbox: 0.1246, loss: 0.3428, grad_norm: 6.9024
2022-07-06 11:38:27,307 - mmdet - INFO - Epoch [2][350/5863] lr: 2.376e-06, eta: 6:25:04, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0642, loss_cls: 0.1287, acc: 95.3730, loss_bbox: 0.1328, loss: 0.3490, grad_norm: 7.2499
2022-07-06 11:38:44,764 - mmdet - INFO - Epoch [2][400/5863] lr: 2.376e-06, eta: 6:24:41, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0614, loss_cls: 0.1423, acc: 95.2090, loss_bbox: 0.1682, loss: 0.3962, grad_norm: 7.5341
2022-07-06 11:39:02,201 - mmdet - INFO - Epoch [2][450/5863] lr: 2.376e-06, eta: 6:24:17, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0481, loss_cls: 0.1357, acc: 95.3730, loss_bbox: 0.1507, loss: 0.3590, grad_norm: 7.2425
2022-07-06 11:39:19,782 - mmdet - INFO - Epoch [2][500/5863] lr: 2.376e-06, eta: 6:23:55, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0408, loss_cls: 0.1253, acc: 95.4766, loss_bbox: 0.1577, loss: 0.3441, grad_norm: 6.8771
2022-07-06 11:39:37,295 - mmdet - INFO - Epoch [2][550/5863] lr: 2.376e-06, eta: 6:23:32, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0412, loss_cls: 0.1335, acc: 95.2559, loss_bbox: 0.1358, loss: 0.3319, grad_norm: 6.7392
2022-07-06 11:39:54,752 - mmdet - INFO - Epoch [2][600/5863] lr: 2.376e-06, eta: 6:23:08, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0619, loss_cls: 0.1374, acc: 95.2637, loss_bbox: 0.1462, loss: 0.3722, grad_norm: 6.7408
2022-07-06 11:40:14,086 - mmdet - INFO - Epoch [2][650/5863] lr: 2.376e-06, eta: 6:23:04, time: 0.387, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0627, loss_cls: 0.1268, acc: 95.5020, loss_bbox: 0.1398, loss: 0.3542, grad_norm: 6.9014
2022-07-06 11:40:31,529 - mmdet - INFO - Epoch [2][700/5863] lr: 2.376e-06, eta: 6:22:40, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0484, loss_cls: 0.1532, acc: 95.3750, loss_bbox: 0.1317, loss: 0.3587, grad_norm: 6.6076
2022-07-06 11:40:48,915 - mmdet - INFO - Epoch [2][750/5863] lr: 2.376e-06, eta: 6:22:16, time: 0.348, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0449, loss_cls: 0.1282, acc: 95.5859, loss_bbox: 0.1153, loss: 0.3084, grad_norm: 6.6683
2022-07-06 11:41:06,429 - mmdet - INFO - Epoch [2][800/5863] lr: 2.376e-06, eta: 6:21:54, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0665, loss_cls: 0.1402, acc: 95.1562, loss_bbox: 0.1472, loss: 0.3739, grad_norm: 7.2710
2022-07-06 11:41:26,109 - mmdet - INFO - Epoch [2][850/5863] lr: 2.376e-06, eta: 6:21:52, time: 0.394, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0872, loss_cls: 0.1462, acc: 94.7852, loss_bbox: 0.1608, loss: 0.4211, grad_norm: 8.2981
2022-07-06 11:41:43,691 - mmdet - INFO - Epoch [2][900/5863] lr: 2.376e-06, eta: 6:21:30, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0515, loss_cls: 0.1285, acc: 95.5449, loss_bbox: 0.1365, loss: 0.3409, grad_norm: 7.0602
2022-07-06 11:42:01,382 - mmdet - INFO - Epoch [2][950/5863] lr: 2.376e-06, eta: 6:21:09, time: 0.354, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0474, loss_cls: 0.1524, acc: 94.6406, loss_bbox: 0.1301, loss: 0.3520, grad_norm: 8.1782
2022-07-06 11:42:18,841 - mmdet - INFO - Epoch [2][1000/5863] lr: 2.376e-06, eta: 6:20:46, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0660, loss_cls: 0.1482, acc: 94.6738, loss_bbox: 0.1450, loss: 0.3906, grad_norm: 7.8804
2022-07-06 11:42:36,488 - mmdet - INFO - Epoch [2][1050/5863] lr: 2.376e-06, eta: 6:20:25, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0428, loss_cls: 0.1130, acc: 95.9473, loss_bbox: 0.1237, loss: 0.3129, grad_norm: 6.8332
2022-07-06 11:42:54,029 - mmdet - INFO - Epoch [2][1100/5863] lr: 2.376e-06, eta: 6:20:03, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0616, loss_cls: 0.1355, acc: 94.9531, loss_bbox: 0.1535, loss: 0.3704, grad_norm: 7.4493
2022-07-06 11:43:11,656 - mmdet - INFO - Epoch [2][1150/5863] lr: 2.376e-06, eta: 6:19:42, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0474, loss_cls: 0.1247, acc: 95.3457, loss_bbox: 0.1404, loss: 0.3463, grad_norm: 6.7940
2022-07-06 11:43:29,214 - mmdet - INFO - Epoch [2][1200/5863] lr: 2.376e-06, eta: 6:19:20, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0422, loss_cls: 0.1257, acc: 95.5586, loss_bbox: 0.1246, loss: 0.3144, grad_norm: 6.2255
2022-07-06 11:43:46,865 - mmdet - INFO - Epoch [2][1250/5863] lr: 2.376e-06, eta: 6:18:59, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0548, loss_cls: 0.1313, acc: 95.1621, loss_bbox: 0.1230, loss: 0.3268, grad_norm: 6.8759
2022-07-06 11:44:04,540 - mmdet - INFO - Epoch [2][1300/5863] lr: 2.376e-06, eta: 6:18:38, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0635, loss_cls: 0.1362, acc: 95.1895, loss_bbox: 0.1498, loss: 0.3763, grad_norm: 8.6122
2022-07-06 11:44:22,194 - mmdet - INFO - Epoch [2][1350/5863] lr: 2.376e-06, eta: 6:18:17, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0544, loss_cls: 0.1252, acc: 95.3242, loss_bbox: 0.1564, loss: 0.3576, grad_norm: 6.6289
2022-07-06 11:44:39,825 - mmdet - INFO - Epoch [2][1400/5863] lr: 2.376e-06, eta: 6:17:56, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0485, loss_cls: 0.1125, acc: 96.0000, loss_bbox: 0.1285, loss: 0.3120, grad_norm: 6.6187
2022-07-06 11:44:57,414 - mmdet - INFO - Epoch [2][1450/5863] lr: 2.376e-06, eta: 6:17:35, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0469, loss_cls: 0.1208, acc: 95.6953, loss_bbox: 0.1277, loss: 0.3249, grad_norm: 6.9653
2022-07-06 11:45:15,182 - mmdet - INFO - Epoch [2][1500/5863] lr: 2.376e-06, eta: 6:17:16, time: 0.355, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0608, loss_cls: 0.1022, acc: 96.3418, loss_bbox: 0.1089, loss: 0.2924, grad_norm: 6.0820
2022-07-06 11:45:32,821 - mmdet - INFO - Epoch [2][1550/5863] lr: 2.376e-06, eta: 6:16:55, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0592, loss_cls: 0.1256, acc: 95.3535, loss_bbox: 0.1206, loss: 0.3313, grad_norm: 7.1184
2022-07-06 11:45:51,825 - mmdet - INFO - Epoch [2][1600/5863] lr: 2.376e-06, eta: 6:16:46, time: 0.380, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0623, loss_cls: 0.1164, acc: 95.5156, loss_bbox: 0.1345, loss: 0.3342, grad_norm: 7.2136
2022-07-06 11:46:09,309 - mmdet - INFO - Epoch [2][1650/5863] lr: 2.376e-06, eta: 6:16:24, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0492, loss_cls: 0.1155, acc: 95.5215, loss_bbox: 0.1408, loss: 0.3293, grad_norm: 7.0723
2022-07-06 11:46:26,804 - mmdet - INFO - Epoch [2][1700/5863] lr: 2.376e-06, eta: 6:16:02, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0531, loss_cls: 0.1154, acc: 95.8027, loss_bbox: 0.1176, loss: 0.3066, grad_norm: 6.3438
2022-07-06 11:46:44,400 - mmdet - INFO - Epoch [2][1750/5863] lr: 2.376e-06, eta: 6:15:41, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0423, loss_cls: 0.1065, acc: 96.4863, loss_bbox: 0.1133, loss: 0.2853, grad_norm: 6.3005
2022-07-06 11:47:01,979 - mmdet - INFO - Epoch [2][1800/5863] lr: 2.376e-06, eta: 6:15:20, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0486, loss_cls: 0.1176, acc: 95.8652, loss_bbox: 0.1030, loss: 0.3042, grad_norm: 6.8061
2022-07-06 11:47:21,274 - mmdet - INFO - Epoch [2][1850/5863] lr: 2.376e-06, eta: 6:15:12, time: 0.386, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0435, loss_cls: 0.1050, acc: 96.2129, loss_bbox: 0.1150, loss: 0.2773, grad_norm: 5.9659
2022-07-06 11:47:38,795 - mmdet - INFO - Epoch [2][1900/5863] lr: 2.376e-06, eta: 6:14:51, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0461, loss_cls: 0.1178, acc: 95.8770, loss_bbox: 0.1377, loss: 0.3199, grad_norm: 6.3808
2022-07-06 11:47:56,400 - mmdet - INFO - Epoch [2][1950/5863] lr: 2.376e-06, eta: 6:14:30, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0511, loss_cls: 0.1229, acc: 95.5137, loss_bbox: 0.1140, loss: 0.3175, grad_norm: 6.6848
2022-07-06 11:48:14,063 - mmdet - INFO - Epoch [2][2000/5863] lr: 2.376e-06, eta: 6:14:10, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0411, loss_cls: 0.1128, acc: 95.8984, loss_bbox: 0.1268, loss: 0.2987, grad_norm: 6.2087
2022-07-06 11:48:31,634 - mmdet - INFO - Epoch [2][2050/5863] lr: 2.376e-06, eta: 6:13:49, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0516, loss_cls: 0.1285, acc: 95.4844, loss_bbox: 0.1322, loss: 0.3344, grad_norm: 6.3926
2022-07-06 11:48:49,270 - mmdet - INFO - Epoch [2][2100/5863] lr: 2.376e-06, eta: 6:13:28, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0474, loss_cls: 0.1214, acc: 95.7578, loss_bbox: 0.1287, loss: 0.3173, grad_norm: 6.2653
2022-07-06 11:49:06,825 - mmdet - INFO - Epoch [2][2150/5863] lr: 2.376e-06, eta: 6:13:07, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0407, loss_cls: 0.1174, acc: 95.5039, loss_bbox: 0.1225, loss: 0.3066, grad_norm: 5.9472
2022-07-06 11:49:24,480 - mmdet - INFO - Epoch [2][2200/5863] lr: 2.376e-06, eta: 6:12:47, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0453, loss_cls: 0.1315, acc: 95.1289, loss_bbox: 0.1490, loss: 0.3451, grad_norm: 6.7295
2022-07-06 11:49:42,108 - mmdet - INFO - Epoch [2][2250/5863] lr: 2.376e-06, eta: 6:12:26, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0539, loss_cls: 0.1330, acc: 95.3164, loss_bbox: 0.1239, loss: 0.3516, grad_norm: 7.6132
2022-07-06 11:49:59,560 - mmdet - INFO - Epoch [2][2300/5863] lr: 2.376e-06, eta: 6:12:04, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0503, loss_cls: 0.1139, acc: 95.8477, loss_bbox: 0.1216, loss: 0.3113, grad_norm: 6.5431
2022-07-06 11:50:17,011 - mmdet - INFO - Epoch [2][2350/5863] lr: 2.376e-06, eta: 6:11:43, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0544, loss_cls: 0.1310, acc: 95.1406, loss_bbox: 0.1215, loss: 0.3367, grad_norm: 6.7381
2022-07-06 11:50:34,414 - mmdet - INFO - Epoch [2][2400/5863] lr: 2.376e-06, eta: 6:11:21, time: 0.348, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0549, loss_cls: 0.1223, acc: 95.3789, loss_bbox: 0.1206, loss: 0.3229, grad_norm: 6.5243
2022-07-06 11:50:52,005 - mmdet - INFO - Epoch [2][2450/5863] lr: 2.376e-06, eta: 6:11:00, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0412, loss_cls: 0.1154, acc: 95.5098, loss_bbox: 0.1056, loss: 0.2799, grad_norm: 5.9891
2022-07-06 11:51:09,513 - mmdet - INFO - Epoch [2][2500/5863] lr: 2.376e-06, eta: 6:10:39, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0411, loss_cls: 0.1111, acc: 95.9785, loss_bbox: 0.1245, loss: 0.2990, grad_norm: 6.0297
2022-07-06 11:51:28,427 - mmdet - INFO - Epoch [2][2550/5863] lr: 2.376e-06, eta: 6:10:28, time: 0.378, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0685, loss_cls: 0.1203, acc: 95.4082, loss_bbox: 0.1243, loss: 0.3355, grad_norm: 6.3985
2022-07-06 11:51:45,871 - mmdet - INFO - Epoch [2][2600/5863] lr: 2.376e-06, eta: 6:10:07, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0723, loss_cls: 0.1142, acc: 95.8281, loss_bbox: 0.1158, loss: 0.3296, grad_norm: 6.3596
2022-07-06 11:52:03,656 - mmdet - INFO - Epoch [2][2650/5863] lr: 2.376e-06, eta: 6:09:48, time: 0.356, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0578, loss_cls: 0.1107, acc: 95.9512, loss_bbox: 0.1132, loss: 0.3041, grad_norm: 6.7510
2022-07-06 11:52:22,658 - mmdet - INFO - Epoch [2][2700/5863] lr: 2.376e-06, eta: 6:09:37, time: 0.380, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0540, loss_cls: 0.1120, acc: 95.8652, loss_bbox: 0.1242, loss: 0.3162, grad_norm: 6.5211
2022-07-06 11:52:43,253 - mmdet - INFO - Epoch [2][2750/5863] lr: 2.376e-06, eta: 6:09:38, time: 0.412, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0575, loss_cls: 0.1120, acc: 95.9023, loss_bbox: 0.1131, loss: 0.3053, grad_norm: 5.7173
2022-07-06 11:53:00,734 - mmdet - INFO - Epoch [2][2800/5863] lr: 2.376e-06, eta: 6:09:17, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0494, loss_cls: 0.1276, acc: 95.3672, loss_bbox: 0.1505, loss: 0.3516, grad_norm: 7.0659
2022-07-06 11:53:18,279 - mmdet - INFO - Epoch [2][2850/5863] lr: 2.376e-06, eta: 6:08:56, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0390, loss_cls: 0.1077, acc: 96.0215, loss_bbox: 0.1124, loss: 0.2762, grad_norm: 6.5387
2022-07-06 11:53:35,870 - mmdet - INFO - Epoch [2][2900/5863] lr: 2.376e-06, eta: 6:08:36, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0423, loss_cls: 0.1130, acc: 95.8379, loss_bbox: 0.1140, loss: 0.2899, grad_norm: 6.4074
2022-07-06 11:53:54,828 - mmdet - INFO - Epoch [2][2950/5863] lr: 2.376e-06, eta: 6:08:25, time: 0.379, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0446, loss_cls: 0.1074, acc: 96.0723, loss_bbox: 0.1176, loss: 0.2890, grad_norm: 6.4529
2022-07-06 11:54:12,437 - mmdet - INFO - Epoch [2][3000/5863] lr: 2.376e-06, eta: 6:08:04, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0386, loss_cls: 0.1312, acc: 95.1758, loss_bbox: 0.1301, loss: 0.3224, grad_norm: 7.0977
2022-07-06 11:54:29,986 - mmdet - INFO - Epoch [2][3050/5863] lr: 2.376e-06, eta: 6:07:44, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0379, loss_cls: 0.1082, acc: 96.1777, loss_bbox: 0.0993, loss: 0.2692, grad_norm: 5.8828
2022-07-06 11:54:47,538 - mmdet - INFO - Epoch [2][3100/5863] lr: 2.376e-06, eta: 6:07:23, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0464, loss_cls: 0.1112, acc: 95.7227, loss_bbox: 0.1290, loss: 0.3031, grad_norm: 6.4832
2022-07-06 11:55:05,079 - mmdet - INFO - Epoch [2][3150/5863] lr: 2.376e-06, eta: 6:07:02, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0517, loss_cls: 0.1223, acc: 95.5547, loss_bbox: 0.1349, loss: 0.3378, grad_norm: 6.5024
2022-07-06 11:55:22,569 - mmdet - INFO - Epoch [2][3200/5863] lr: 2.376e-06, eta: 6:06:41, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0488, loss_cls: 0.1310, acc: 94.9180, loss_bbox: 0.1481, loss: 0.3514, grad_norm: 6.3947
2022-07-06 11:55:40,034 - mmdet - INFO - Epoch [2][3250/5863] lr: 2.376e-06, eta: 6:06:20, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0481, loss_cls: 0.1099, acc: 96.1348, loss_bbox: 0.0968, loss: 0.2819, grad_norm: 6.3033
2022-07-06 11:55:57,534 - mmdet - INFO - Epoch [2][3300/5863] lr: 2.376e-06, eta: 6:05:59, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0524, loss_cls: 0.1212, acc: 95.5879, loss_bbox: 0.1180, loss: 0.3170, grad_norm: 7.1003
2022-07-06 11:56:18,740 - mmdet - INFO - Epoch [2][3350/5863] lr: 2.376e-06, eta: 6:06:03, time: 0.424, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0347, loss_cls: 0.1092, acc: 95.9766, loss_bbox: 0.1036, loss: 0.2648, grad_norm: 6.1286
2022-07-06 11:56:40,628 - mmdet - INFO - Epoch [2][3400/5863] lr: 2.376e-06, eta: 6:06:10, time: 0.438, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0527, loss_cls: 0.1267, acc: 95.3984, loss_bbox: 0.1249, loss: 0.3337, grad_norm: 7.2483
2022-07-06 11:56:58,156 - mmdet - INFO - Epoch [2][3450/5863] lr: 2.376e-06, eta: 6:05:50, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0555, loss_cls: 0.1182, acc: 95.8027, loss_bbox: 0.1129, loss: 0.3132, grad_norm: 6.4211
2022-07-06 11:57:15,590 - mmdet - INFO - Epoch [2][3500/5863] lr: 2.376e-06, eta: 6:05:28, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0369, loss_cls: 0.0945, acc: 96.4531, loss_bbox: 0.1103, loss: 0.2567, grad_norm: 6.2446
2022-07-06 11:57:33,104 - mmdet - INFO - Epoch [2][3550/5863] lr: 2.376e-06, eta: 6:05:07, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0507, loss_cls: 0.1235, acc: 95.7500, loss_bbox: 0.1304, loss: 0.3224, grad_norm: 7.2221
2022-07-06 11:57:50,621 - mmdet - INFO - Epoch [2][3600/5863] lr: 2.376e-06, eta: 6:04:46, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0468, loss_cls: 0.1130, acc: 96.0625, loss_bbox: 0.1087, loss: 0.2876, grad_norm: 6.9410
2022-07-06 11:58:08,219 - mmdet - INFO - Epoch [2][3650/5863] lr: 2.376e-06, eta: 6:04:26, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0428, loss_cls: 0.1111, acc: 95.8926, loss_bbox: 0.1120, loss: 0.2817, grad_norm: 6.0399
2022-07-06 11:58:25,544 - mmdet - INFO - Epoch [2][3700/5863] lr: 2.376e-06, eta: 6:04:04, time: 0.346, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0606, loss_cls: 0.1157, acc: 95.8203, loss_bbox: 0.1224, loss: 0.3261, grad_norm: 6.3932
2022-07-06 11:58:42,975 - mmdet - INFO - Epoch [2][3750/5863] lr: 2.376e-06, eta: 6:03:42, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0312, loss_cls: 0.1097, acc: 96.1270, loss_bbox: 0.0963, loss: 0.2540, grad_norm: 6.1522
2022-07-06 11:59:00,381 - mmdet - INFO - Epoch [2][3800/5863] lr: 2.376e-06, eta: 6:03:21, time: 0.348, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0454, loss_cls: 0.1267, acc: 95.5020, loss_bbox: 0.1397, loss: 0.3306, grad_norm: 6.9517
2022-07-06 11:59:17,959 - mmdet - INFO - Epoch [2][3850/5863] lr: 2.376e-06, eta: 6:03:01, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0449, loss_cls: 0.1093, acc: 95.8301, loss_bbox: 0.1126, loss: 0.2821, grad_norm: 6.1227
2022-07-06 11:59:35,634 - mmdet - INFO - Epoch [2][3900/5863] lr: 2.376e-06, eta: 6:02:41, time: 0.354, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0424, loss_cls: 0.1335, acc: 95.6621, loss_bbox: 0.1078, loss: 0.3188, grad_norm: 6.0371
2022-07-06 11:59:54,567 - mmdet - INFO - Epoch [2][3950/5863] lr: 2.376e-06, eta: 6:02:29, time: 0.379, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0585, loss_cls: 0.1109, acc: 95.8809, loss_bbox: 0.1363, loss: 0.3267, grad_norm: 7.0719
2022-07-06 12:00:11,989 - mmdet - INFO - Epoch [2][4000/5863] lr: 2.376e-06, eta: 6:02:08, time: 0.348, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0670, loss_cls: 0.1374, acc: 95.2012, loss_bbox: 0.1563, loss: 0.3872, grad_norm: 7.8830
2022-07-06 12:00:29,383 - mmdet - INFO - Epoch [2][4050/5863] lr: 2.376e-06, eta: 6:01:46, time: 0.348, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0458, loss_cls: 0.1083, acc: 96.0527, loss_bbox: 0.1172, loss: 0.2976, grad_norm: 6.2375
2022-07-06 12:00:46,765 - mmdet - INFO - Epoch [2][4100/5863] lr: 2.376e-06, eta: 6:01:25, time: 0.348, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0509, loss_cls: 0.1205, acc: 95.7090, loss_bbox: 0.1092, loss: 0.3079, grad_norm: 6.5508
2022-07-06 12:01:04,353 - mmdet - INFO - Epoch [2][4150/5863] lr: 2.376e-06, eta: 6:01:05, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0448, loss_cls: 0.1097, acc: 95.7422, loss_bbox: 0.1222, loss: 0.2985, grad_norm: 6.1446
2022-07-06 12:01:21,894 - mmdet - INFO - Epoch [2][4200/5863] lr: 2.376e-06, eta: 6:00:44, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0487, loss_cls: 0.1211, acc: 95.6074, loss_bbox: 0.1176, loss: 0.3040, grad_norm: 7.0199
2022-07-06 12:01:39,263 - mmdet - INFO - Epoch [2][4250/5863] lr: 2.376e-06, eta: 6:00:23, time: 0.347, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0539, loss_cls: 0.1115, acc: 95.8906, loss_bbox: 0.1195, loss: 0.3212, grad_norm: 6.8813
2022-07-06 12:01:56,803 - mmdet - INFO - Epoch [2][4300/5863] lr: 2.376e-06, eta: 6:00:02, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0405, loss_cls: 0.1194, acc: 95.8594, loss_bbox: 0.1024, loss: 0.2902, grad_norm: 5.8821
2022-07-06 12:02:14,287 - mmdet - INFO - Epoch [2][4350/5863] lr: 2.376e-06, eta: 5:59:42, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0477, loss_cls: 0.1184, acc: 95.6660, loss_bbox: 0.1379, loss: 0.3265, grad_norm: 7.3467
2022-07-06 12:02:31,751 - mmdet - INFO - Epoch [2][4400/5863] lr: 2.376e-06, eta: 5:59:21, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0483, loss_cls: 0.1089, acc: 95.9531, loss_bbox: 0.1247, loss: 0.3091, grad_norm: 6.3740
2022-07-06 12:02:49,178 - mmdet - INFO - Epoch [2][4450/5863] lr: 2.376e-06, eta: 5:59:00, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0444, loss_cls: 0.1361, acc: 95.3242, loss_bbox: 0.1247, loss: 0.3320, grad_norm: 7.5868
2022-07-06 12:03:06,665 - mmdet - INFO - Epoch [2][4500/5863] lr: 2.376e-06, eta: 5:58:40, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0443, loss_cls: 0.1102, acc: 96.1641, loss_bbox: 0.1123, loss: 0.2851, grad_norm: 6.0628
2022-07-06 12:03:24,083 - mmdet - INFO - Epoch [2][4550/5863] lr: 2.376e-06, eta: 5:58:19, time: 0.348, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0473, loss_cls: 0.1209, acc: 95.3633, loss_bbox: 0.1525, loss: 0.3390, grad_norm: 7.1142
2022-07-06 12:03:41,661 - mmdet - INFO - Epoch [2][4600/5863] lr: 2.376e-06, eta: 5:57:59, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0399, loss_cls: 0.1048, acc: 96.3379, loss_bbox: 0.1196, loss: 0.2792, grad_norm: 5.6402
2022-07-06 12:03:59,204 - mmdet - INFO - Epoch [2][4650/5863] lr: 2.376e-06, eta: 5:57:39, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0364, loss_cls: 0.1046, acc: 96.1953, loss_bbox: 0.1048, loss: 0.2613, grad_norm: 5.7384
2022-07-06 12:04:16,736 - mmdet - INFO - Epoch [2][4700/5863] lr: 2.376e-06, eta: 5:57:18, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0394, loss_cls: 0.1079, acc: 96.1484, loss_bbox: 0.1120, loss: 0.2735, grad_norm: 6.1380
2022-07-06 12:04:34,301 - mmdet - INFO - Epoch [2][4750/5863] lr: 2.376e-06, eta: 5:56:58, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0494, loss_cls: 0.1402, acc: 94.9219, loss_bbox: 0.1431, loss: 0.3555, grad_norm: 8.0254
2022-07-06 12:04:51,894 - mmdet - INFO - Epoch [2][4800/5863] lr: 2.376e-06, eta: 5:56:39, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0420, loss_cls: 0.1223, acc: 95.5234, loss_bbox: 0.1045, loss: 0.2867, grad_norm: 6.7675
2022-07-06 12:05:09,440 - mmdet - INFO - Epoch [2][4850/5863] lr: 2.376e-06, eta: 5:56:19, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0479, loss_cls: 0.1237, acc: 95.5684, loss_bbox: 0.1232, loss: 0.3210, grad_norm: 6.4263
2022-07-06 12:05:26,904 - mmdet - INFO - Epoch [2][4900/5863] lr: 2.376e-06, eta: 5:55:58, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0296, loss_cls: 0.1057, acc: 96.0762, loss_bbox: 0.1041, loss: 0.2548, grad_norm: 5.0626
2022-07-06 12:05:44,498 - mmdet - INFO - Epoch [2][4950/5863] lr: 2.376e-06, eta: 5:55:38, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0481, loss_cls: 0.1334, acc: 95.4395, loss_bbox: 0.1140, loss: 0.3416, grad_norm: 6.8101
2022-07-06 12:06:02,115 - mmdet - INFO - Epoch [2][5000/5863] lr: 2.376e-06, eta: 5:55:19, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0541, loss_cls: 0.1309, acc: 95.3438, loss_bbox: 0.1339, loss: 0.3439, grad_norm: 6.5598
2022-07-06 12:06:19,782 - mmdet - INFO - Epoch [2][5050/5863] lr: 2.376e-06, eta: 5:55:00, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0501, loss_cls: 0.1157, acc: 96.1699, loss_bbox: 0.0982, loss: 0.2945, grad_norm: 6.3055
2022-07-06 12:06:37,321 - mmdet - INFO - Epoch [2][5100/5863] lr: 2.376e-06, eta: 5:54:40, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0674, loss_cls: 0.1288, acc: 95.4570, loss_bbox: 0.1114, loss: 0.3265, grad_norm: 6.8788
2022-07-06 12:06:54,832 - mmdet - INFO - Epoch [2][5150/5863] lr: 2.376e-06, eta: 5:54:19, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0418, loss_cls: 0.1166, acc: 96.0547, loss_bbox: 0.1105, loss: 0.2909, grad_norm: 6.0057
2022-07-06 12:07:12,388 - mmdet - INFO - Epoch [2][5200/5863] lr: 2.376e-06, eta: 5:54:00, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0259, loss_cls: 0.1120, acc: 96.0859, loss_bbox: 0.1026, loss: 0.2561, grad_norm: 5.5920
2022-07-06 12:07:29,931 - mmdet - INFO - Epoch [2][5250/5863] lr: 2.376e-06, eta: 5:53:40, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0361, loss_cls: 0.1351, acc: 95.6133, loss_bbox: 0.0931, loss: 0.2820, grad_norm: 5.9205
2022-07-06 12:07:47,438 - mmdet - INFO - Epoch [2][5300/5863] lr: 2.376e-06, eta: 5:53:20, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0450, loss_cls: 0.1142, acc: 95.8613, loss_bbox: 0.1097, loss: 0.2898, grad_norm: 6.0856
2022-07-06 12:08:05,036 - mmdet - INFO - Epoch [2][5350/5863] lr: 2.376e-06, eta: 5:53:00, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0608, loss_cls: 0.1199, acc: 95.5664, loss_bbox: 0.1446, loss: 0.3432, grad_norm: 6.7692
2022-07-06 12:08:22,666 - mmdet - INFO - Epoch [2][5400/5863] lr: 2.376e-06, eta: 5:52:41, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0599, loss_cls: 0.0993, acc: 96.3262, loss_bbox: 0.1034, loss: 0.2823, grad_norm: 6.1253
2022-07-06 12:08:40,179 - mmdet - INFO - Epoch [2][5450/5863] lr: 2.376e-06, eta: 5:52:21, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0480, loss_cls: 0.1369, acc: 96.0566, loss_bbox: 0.1038, loss: 0.3060, grad_norm: 6.4614
2022-07-06 12:08:57,778 - mmdet - INFO - Epoch [2][5500/5863] lr: 2.376e-06, eta: 5:52:01, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0576, loss_cls: 0.1223, acc: 95.5430, loss_bbox: 0.1249, loss: 0.3364, grad_norm: 7.4911
2022-07-06 12:09:15,350 - mmdet - INFO - Epoch [2][5550/5863] lr: 2.376e-06, eta: 5:51:42, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0451, loss_cls: 0.0901, acc: 96.5176, loss_bbox: 0.0939, loss: 0.2464, grad_norm: 5.4275
2022-07-06 12:09:32,903 - mmdet - INFO - Epoch [2][5600/5863] lr: 2.376e-06, eta: 5:51:22, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0527, loss_cls: 0.0906, acc: 96.5723, loss_bbox: 0.1028, loss: 0.2654, grad_norm: 6.0697
2022-07-06 12:09:50,551 - mmdet - INFO - Epoch [2][5650/5863] lr: 2.376e-06, eta: 5:51:03, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0487, loss_cls: 0.1264, acc: 95.6133, loss_bbox: 0.1211, loss: 0.3307, grad_norm: 6.8147
2022-07-06 12:10:08,101 - mmdet - INFO - Epoch [2][5700/5863] lr: 2.376e-06, eta: 5:50:43, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0388, loss_cls: 0.1164, acc: 95.8418, loss_bbox: 0.1288, loss: 0.2999, grad_norm: 5.9100
2022-07-06 12:10:25,635 - mmdet - INFO - Epoch [2][5750/5863] lr: 2.376e-06, eta: 5:50:24, time: 0.351, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0405, loss_cls: 0.1068, acc: 95.9629, loss_bbox: 0.1133, loss: 0.2812, grad_norm: 7.0657
2022-07-06 12:10:43,218 - mmdet - INFO - Epoch [2][5800/5863] lr: 2.376e-06, eta: 5:50:04, time: 0.352, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0543, loss_cls: 0.1019, acc: 96.1055, loss_bbox: 0.1100, loss: 0.2829, grad_norm: 5.7961
2022-07-06 12:11:00,881 - mmdet - INFO - Epoch [2][5850/5863] lr: 2.376e-06, eta: 5:49:45, time: 0.353, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0479, loss_cls: 0.1033, acc: 96.1562, loss_bbox: 0.1121, loss: 0.2842, grad_norm: 6.0078
2022-07-06 12:11:05,762 - mmdet - INFO - Saving checkpoint at 2 epochs
2022-07-06 12:11:40,091 - mmdet - INFO - Epoch [3][50/5863] lr: 2.376e-06, eta: 5:50:10, time: 0.640, data_time: 0.292, memory: 9055, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0357, loss_cls: 0.0960, acc: 96.6113, loss_bbox: 0.1149, loss: 0.2715, grad_norm: 5.6562
2022-07-06 12:11:57,573 - mmdet - INFO - Epoch [3][100/5863] lr: 2.376e-06, eta: 5:49:49, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0475, loss_cls: 0.1022, acc: 96.3984, loss_bbox: 0.1144, loss: 0.2883, grad_norm: 5.7087
2022-07-06 12:12:15,048 - mmdet - INFO - Epoch [3][150/5863] lr: 2.376e-06, eta: 5:49:29, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0354, loss_cls: 0.1229, acc: 95.8203, loss_bbox: 0.1255, loss: 0.3020, grad_norm: 5.6849
2022-07-06 12:12:32,535 - mmdet - INFO - Epoch [3][200/5863] lr: 2.376e-06, eta: 5:49:09, time: 0.350, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0361, loss_cls: 0.1025, acc: 96.1797, loss_bbox: 0.1245, loss: 0.2768, grad_norm: 5.8539
2022-07-06 12:12:50,004 - mmdet - INFO - Epoch [3][250/5863] lr: 2.376e-06, eta: 5:48:49, time: 0.349, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0457, loss_cls: 0.1115, acc: 95.6895, loss_bbox: 0.1344, loss: 0.3088, grad_norm: 6.3940
2022-07-06 12:13:07,358 - mmdet - INFO - Epoch [3][300/5863] lr: 2.376e-06, eta: 5:48:28, time: 0.347, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0501, loss_cls: 0.0952, acc: 96.5059, loss_bbox: 0.0932, loss: 0.2563, grad_norm: 5.7987
2022-07-06 12:13:24,760 - mmdet - INFO - Epoch [3][350/5863] lr: 2.376e-06, eta: 5:48:08, time: 0.348, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0564, loss_cls: 0.1055, acc: 96.0039, loss_bbox: 0.1183, loss: 0.2982, grad_norm: 6.2303
2022-07-06 12:13:42,116 - mmdet - INFO - Epoch [3][400/5863] lr: 2.376e-06, eta: 5:47:47, time: 0.347, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0375, loss_cls: 0.1237, acc: 95.6406, loss_bbox: 0.1176, loss: 0.2932, grad_norm: 6.0215
2022-07-06 12:14:04,551 - mmdet - INFO - Epoch [3][450/5863] lr: 2.376e-06, eta: 5:47:51, time: 0.449, data_time: 0.003, memory: 9055, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0420, loss_cls: 0.1014, acc: 96.1387, loss_bbox: 0.1045, loss: 0.2638, grad_norm: 6.1439
2022-07-06 12:14:21,953 - mmdet - INFO - Epoch [3][500/5863] lr: 2.376e-06, eta: 5:47:30, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0510, loss_cls: 0.1047, acc: 96.2402, loss_bbox: 0.1292, loss: 0.3043, grad_norm: 5.7969
2022-07-06 12:14:39,394 - mmdet - INFO - Epoch [3][550/5863] lr: 2.376e-06, eta: 5:47:10, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0431, loss_cls: 0.1136, acc: 95.8438, loss_bbox: 0.1236, loss: 0.3014, grad_norm: 6.8173
2022-07-06 12:14:56,782 - mmdet - INFO - Epoch [3][600/5863] lr: 2.376e-06, eta: 5:46:50, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0420, loss_cls: 0.1276, acc: 95.4082, loss_bbox: 0.1173, loss: 0.3057, grad_norm: 6.6697
2022-07-06 12:15:14,232 - mmdet - INFO - Epoch [3][650/5863] lr: 2.376e-06, eta: 5:46:29, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0341, loss_cls: 0.0839, acc: 96.7266, loss_bbox: 0.0917, loss: 0.2224, grad_norm: 6.2955
2022-07-06 12:15:31,651 - mmdet - INFO - Epoch [3][700/5863] lr: 2.376e-06, eta: 5:46:09, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0547, loss_cls: 0.1354, acc: 95.5781, loss_bbox: 0.1036, loss: 0.3120, grad_norm: 7.0277
2022-07-06 12:15:49,058 - mmdet - INFO - Epoch [3][750/5863] lr: 2.376e-06, eta: 5:45:49, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0335, loss_cls: 0.1088, acc: 95.9336, loss_bbox: 0.1028, loss: 0.2627, grad_norm: 6.5222
2022-07-06 12:16:06,461 - mmdet - INFO - Epoch [3][800/5863] lr: 2.376e-06, eta: 5:45:28, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0403, loss_cls: 0.1169, acc: 95.6562, loss_bbox: 0.1252, loss: 0.2998, grad_norm: 6.6027
2022-07-06 12:16:24,158 - mmdet - INFO - Epoch [3][850/5863] lr: 2.376e-06, eta: 5:45:09, time: 0.354, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0605, loss_cls: 0.1081, acc: 95.8496, loss_bbox: 0.1127, loss: 0.2967, grad_norm: 6.2907
2022-07-06 12:16:41,682 - mmdet - INFO - Epoch [3][900/5863] lr: 2.376e-06, eta: 5:44:50, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0555, loss_cls: 0.1103, acc: 95.9668, loss_bbox: 0.1040, loss: 0.2866, grad_norm: 5.9718
2022-07-06 12:16:59,126 - mmdet - INFO - Epoch [3][950/5863] lr: 2.376e-06, eta: 5:44:30, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0468, loss_cls: 0.0942, acc: 96.5117, loss_bbox: 0.0957, loss: 0.2537, grad_norm: 5.5424
2022-07-06 12:17:16,659 - mmdet - INFO - Epoch [3][1000/5863] lr: 2.376e-06, eta: 5:44:10, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0535, loss_cls: 0.1136, acc: 95.6992, loss_bbox: 0.1137, loss: 0.2982, grad_norm: 7.2488
2022-07-06 12:17:34,173 - mmdet - INFO - Epoch [3][1050/5863] lr: 2.376e-06, eta: 5:43:50, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0398, loss_cls: 0.1050, acc: 96.0254, loss_bbox: 0.1168, loss: 0.2779, grad_norm: 6.4788
2022-07-06 12:17:51,764 - mmdet - INFO - Epoch [3][1100/5863] lr: 2.376e-06, eta: 5:43:31, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0264, loss_cls: 0.0943, acc: 96.4570, loss_bbox: 0.0953, loss: 0.2292, grad_norm: 5.4982
2022-07-06 12:18:12,177 - mmdet - INFO - Epoch [3][1150/5863] lr: 2.376e-06, eta: 5:43:24, time: 0.408, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0346, loss_cls: 0.1017, acc: 96.1621, loss_bbox: 0.1066, loss: 0.2587, grad_norm: 6.3348
2022-07-06 12:18:29,812 - mmdet - INFO - Epoch [3][1200/5863] lr: 2.376e-06, eta: 5:43:05, time: 0.353, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0418, loss_cls: 0.1044, acc: 96.0918, loss_bbox: 0.1204, loss: 0.2804, grad_norm: 5.8006
2022-07-06 12:18:47,437 - mmdet - INFO - Epoch [3][1250/5863] lr: 2.376e-06, eta: 5:42:46, time: 0.353, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0410, loss_cls: 0.0976, acc: 96.1797, loss_bbox: 0.0969, loss: 0.2474, grad_norm: 5.6148
2022-07-06 12:19:04,879 - mmdet - INFO - Epoch [3][1300/5863] lr: 2.376e-06, eta: 5:42:26, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0567, loss_cls: 0.1000, acc: 96.4199, loss_bbox: 0.1089, loss: 0.2834, grad_norm: 6.2446
2022-07-06 12:19:22,360 - mmdet - INFO - Epoch [3][1350/5863] lr: 2.376e-06, eta: 5:42:06, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0365, loss_cls: 0.1050, acc: 96.2422, loss_bbox: 0.1020, loss: 0.2592, grad_norm: 5.9493
2022-07-06 12:19:39,908 - mmdet - INFO - Epoch [3][1400/5863] lr: 2.376e-06, eta: 5:41:46, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0628, loss_cls: 0.1073, acc: 96.0000, loss_bbox: 0.1089, loss: 0.3032, grad_norm: 7.3996
2022-07-06 12:19:57,430 - mmdet - INFO - Epoch [3][1450/5863] lr: 2.376e-06, eta: 5:41:27, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0438, loss_cls: 0.1199, acc: 95.4707, loss_bbox: 0.1134, loss: 0.2927, grad_norm: 6.2543
2022-07-06 12:20:14,973 - mmdet - INFO - Epoch [3][1500/5863] lr: 2.376e-06, eta: 5:41:07, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0359, loss_cls: 0.0897, acc: 96.7559, loss_bbox: 0.0915, loss: 0.2282, grad_norm: 5.8262
2022-07-06 12:20:32,441 - mmdet - INFO - Epoch [3][1550/5863] lr: 2.376e-06, eta: 5:40:47, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0287, loss_cls: 0.0923, acc: 96.6152, loss_bbox: 0.1128, loss: 0.2488, grad_norm: 5.1819
2022-07-06 12:20:50,018 - mmdet - INFO - Epoch [3][1600/5863] lr: 2.376e-06, eta: 5:40:28, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0390, loss_cls: 0.1032, acc: 96.1562, loss_bbox: 0.1004, loss: 0.2585, grad_norm: 6.2934
2022-07-06 12:21:07,507 - mmdet - INFO - Epoch [3][1650/5863] lr: 2.376e-06, eta: 5:40:08, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0511, loss_cls: 0.0998, acc: 96.1816, loss_bbox: 0.1017, loss: 0.2671, grad_norm: 5.8577
2022-07-06 12:21:24,948 - mmdet - INFO - Epoch [3][1700/5863] lr: 2.376e-06, eta: 5:39:48, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0461, loss_cls: 0.1362, acc: 95.2754, loss_bbox: 0.1158, loss: 0.3104, grad_norm: 6.4206
2022-07-06 12:21:42,508 - mmdet - INFO - Epoch [3][1750/5863] lr: 2.376e-06, eta: 5:39:29, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0590, loss_cls: 0.1096, acc: 95.8926, loss_bbox: 0.1083, loss: 0.2980, grad_norm: 6.3170
2022-07-06 12:22:00,032 - mmdet - INFO - Epoch [3][1800/5863] lr: 2.376e-06, eta: 5:39:09, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0553, loss_cls: 0.1131, acc: 95.4199, loss_bbox: 0.1393, loss: 0.3205, grad_norm: 6.1847
2022-07-06 12:22:17,649 - mmdet - INFO - Epoch [3][1850/5863] lr: 2.376e-06, eta: 5:38:50, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0375, loss_cls: 0.1089, acc: 95.8379, loss_bbox: 0.1067, loss: 0.2681, grad_norm: 5.3997
2022-07-06 12:22:35,200 - mmdet - INFO - Epoch [3][1900/5863] lr: 2.376e-06, eta: 5:38:31, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0441, loss_cls: 0.0885, acc: 96.8867, loss_bbox: 0.0967, loss: 0.2492, grad_norm: 5.4072
2022-07-06 12:22:52,776 - mmdet - INFO - Epoch [3][1950/5863] lr: 2.376e-06, eta: 5:38:12, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0372, loss_cls: 0.1081, acc: 96.1504, loss_bbox: 0.1081, loss: 0.2665, grad_norm: 5.6742
2022-07-06 12:23:10,295 - mmdet - INFO - Epoch [3][2000/5863] lr: 2.376e-06, eta: 5:37:52, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0547, loss_cls: 0.1130, acc: 95.5215, loss_bbox: 0.1108, loss: 0.2940, grad_norm: 6.3237
2022-07-06 12:23:27,893 - mmdet - INFO - Epoch [3][2050/5863] lr: 2.376e-06, eta: 5:37:33, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0627, loss_cls: 0.1080, acc: 96.0059, loss_bbox: 0.0966, loss: 0.2837, grad_norm: 6.2494
2022-07-06 12:23:45,425 - mmdet - INFO - Epoch [3][2100/5863] lr: 2.376e-06, eta: 5:37:14, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0422, loss_cls: 0.1069, acc: 96.2285, loss_bbox: 0.0852, loss: 0.2600, grad_norm: 5.5640
2022-07-06 12:24:02,841 - mmdet - INFO - Epoch [3][2150/5863] lr: 2.376e-06, eta: 5:36:54, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0426, loss_cls: 0.1122, acc: 95.8145, loss_bbox: 0.1148, loss: 0.2921, grad_norm: 6.4270
2022-07-06 12:24:20,308 - mmdet - INFO - Epoch [3][2200/5863] lr: 2.376e-06, eta: 5:36:34, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0379, loss_cls: 0.0887, acc: 96.8145, loss_bbox: 0.0797, loss: 0.2296, grad_norm: 5.1439
2022-07-06 12:24:37,806 - mmdet - INFO - Epoch [3][2250/5863] lr: 2.376e-06, eta: 5:36:15, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0402, loss_cls: 0.1025, acc: 96.0391, loss_bbox: 0.1154, loss: 0.2712, grad_norm: 5.8510
2022-07-06 12:24:55,362 - mmdet - INFO - Epoch [3][2300/5863] lr: 2.376e-06, eta: 5:35:56, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0285, loss_cls: 0.0794, acc: 97.0645, loss_bbox: 0.0861, loss: 0.2063, grad_norm: 4.9937
2022-07-06 12:25:12,882 - mmdet - INFO - Epoch [3][2350/5863] lr: 2.376e-06, eta: 5:35:36, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0352, loss_cls: 0.1151, acc: 95.7832, loss_bbox: 0.1088, loss: 0.2730, grad_norm: 5.7533
2022-07-06 12:25:30,504 - mmdet - INFO - Epoch [3][2400/5863] lr: 2.376e-06, eta: 5:35:17, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0486, loss_cls: 0.1079, acc: 95.9629, loss_bbox: 0.1000, loss: 0.2700, grad_norm: 6.0666
2022-07-06 12:25:48,001 - mmdet - INFO - Epoch [3][2450/5863] lr: 2.376e-06, eta: 5:34:58, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0257, loss_cls: 0.0981, acc: 96.2402, loss_bbox: 0.1134, loss: 0.2465, grad_norm: 5.8825
2022-07-06 12:26:07,366 - mmdet - INFO - Epoch [3][2500/5863] lr: 2.376e-06, eta: 5:34:46, time: 0.387, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0614, loss_cls: 0.1201, acc: 96.1992, loss_bbox: 0.1200, loss: 0.3250, grad_norm: 6.2743
2022-07-06 12:26:24,798 - mmdet - INFO - Epoch [3][2550/5863] lr: 2.376e-06, eta: 5:34:26, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0463, loss_cls: 0.1023, acc: 96.1953, loss_bbox: 0.1019, loss: 0.2620, grad_norm: 5.9161
2022-07-06 12:26:42,233 - mmdet - INFO - Epoch [3][2600/5863] lr: 2.376e-06, eta: 5:34:06, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0425, loss_cls: 0.0939, acc: 96.7637, loss_bbox: 0.0862, loss: 0.2410, grad_norm: 5.3788
2022-07-06 12:26:59,650 - mmdet - INFO - Epoch [3][2650/5863] lr: 2.376e-06, eta: 5:33:47, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0370, loss_cls: 0.1012, acc: 95.9551, loss_bbox: 0.1083, loss: 0.2598, grad_norm: 6.4595
2022-07-06 12:27:17,100 - mmdet - INFO - Epoch [3][2700/5863] lr: 2.376e-06, eta: 5:33:27, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0420, loss_cls: 0.0919, acc: 96.4551, loss_bbox: 0.0895, loss: 0.2383, grad_norm: 5.4589
2022-07-06 12:27:34,547 - mmdet - INFO - Epoch [3][2750/5863] lr: 2.376e-06, eta: 5:33:07, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0623, loss_cls: 0.1011, acc: 96.0703, loss_bbox: 0.1260, loss: 0.3079, grad_norm: 6.3217
2022-07-06 12:27:51,971 - mmdet - INFO - Epoch [3][2800/5863] lr: 2.376e-06, eta: 5:32:48, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0556, loss_cls: 0.1122, acc: 95.7734, loss_bbox: 0.1234, loss: 0.3093, grad_norm: 6.8894
2022-07-06 12:28:09,531 - mmdet - INFO - Epoch [3][2850/5863] lr: 2.376e-06, eta: 5:32:29, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0415, loss_cls: 0.0977, acc: 96.2305, loss_bbox: 0.1024, loss: 0.2543, grad_norm: 5.2943
2022-07-06 12:28:27,059 - mmdet - INFO - Epoch [3][2900/5863] lr: 2.376e-06, eta: 5:32:09, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0493, loss_cls: 0.1074, acc: 96.0059, loss_bbox: 0.1045, loss: 0.2844, grad_norm: 5.6292
2022-07-06 12:28:44,622 - mmdet - INFO - Epoch [3][2950/5863] lr: 2.376e-06, eta: 5:31:50, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0383, loss_cls: 0.1176, acc: 95.7109, loss_bbox: 0.1163, loss: 0.2916, grad_norm: 7.6745
2022-07-06 12:29:03,439 - mmdet - INFO - Epoch [3][3000/5863] lr: 2.376e-06, eta: 5:31:36, time: 0.376, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0582, loss_cls: 0.1103, acc: 95.7500, loss_bbox: 0.1160, loss: 0.2992, grad_norm: 6.2767
2022-07-06 12:29:20,929 - mmdet - INFO - Epoch [3][3050/5863] lr: 2.376e-06, eta: 5:31:17, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0397, loss_cls: 0.1025, acc: 96.4492, loss_bbox: 0.1089, loss: 0.2674, grad_norm: 6.1293
2022-07-06 12:29:38,343 - mmdet - INFO - Epoch [3][3100/5863] lr: 2.376e-06, eta: 5:30:57, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0299, loss_cls: 0.0808, acc: 96.8223, loss_bbox: 0.0915, loss: 0.2172, grad_norm: 5.1084
2022-07-06 12:29:55,771 - mmdet - INFO - Epoch [3][3150/5863] lr: 2.376e-06, eta: 5:30:37, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0401, loss_cls: 0.0939, acc: 96.5000, loss_bbox: 0.0962, loss: 0.2474, grad_norm: 6.1336
2022-07-06 12:30:13,165 - mmdet - INFO - Epoch [3][3200/5863] lr: 2.376e-06, eta: 5:30:18, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0427, loss_cls: 0.1146, acc: 96.1348, loss_bbox: 0.1033, loss: 0.2754, grad_norm: 6.2358
2022-07-06 12:30:30,638 - mmdet - INFO - Epoch [3][3250/5863] lr: 2.376e-06, eta: 5:29:58, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0429, loss_cls: 0.0973, acc: 96.1211, loss_bbox: 0.1211, loss: 0.2745, grad_norm: 6.0866
2022-07-06 12:30:48,066 - mmdet - INFO - Epoch [3][3300/5863] lr: 2.376e-06, eta: 5:29:39, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0310, loss_cls: 0.0949, acc: 96.4746, loss_bbox: 0.1119, loss: 0.2505, grad_norm: 5.6537
2022-07-06 12:31:05,518 - mmdet - INFO - Epoch [3][3350/5863] lr: 2.376e-06, eta: 5:29:19, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0105, loss_rpn_bbox: 0.0332, loss_cls: 0.0890, acc: 96.6328, loss_bbox: 0.1001, loss: 0.2327, grad_norm: 5.2256
2022-07-06 12:31:22,949 - mmdet - INFO - Epoch [3][3400/5863] lr: 2.376e-06, eta: 5:29:00, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0414, loss_cls: 0.1120, acc: 95.7324, loss_bbox: 0.1274, loss: 0.2990, grad_norm: 6.1115
2022-07-06 12:31:40,415 - mmdet - INFO - Epoch [3][3450/5863] lr: 2.376e-06, eta: 5:28:41, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0426, loss_cls: 0.0932, acc: 96.4805, loss_bbox: 0.1168, loss: 0.2708, grad_norm: 5.5752
2022-07-06 12:31:57,913 - mmdet - INFO - Epoch [3][3500/5863] lr: 2.376e-06, eta: 5:28:21, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0520, loss_cls: 0.0970, acc: 96.2207, loss_bbox: 0.1100, loss: 0.2758, grad_norm: 6.1954
2022-07-06 12:32:15,410 - mmdet - INFO - Epoch [3][3550/5863] lr: 2.376e-06, eta: 5:28:02, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0370, loss_cls: 0.0929, acc: 96.5723, loss_bbox: 0.0961, loss: 0.2429, grad_norm: 5.7836
2022-07-06 12:32:32,855 - mmdet - INFO - Epoch [3][3600/5863] lr: 2.376e-06, eta: 5:27:43, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0479, loss_cls: 0.1006, acc: 96.2344, loss_bbox: 0.0866, loss: 0.2512, grad_norm: 5.3113
2022-07-06 12:32:50,297 - mmdet - INFO - Epoch [3][3650/5863] lr: 2.376e-06, eta: 5:27:23, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0428, loss_cls: 0.0830, acc: 96.8945, loss_bbox: 0.0931, loss: 0.2310, grad_norm: 5.2502
2022-07-06 12:33:07,685 - mmdet - INFO - Epoch [3][3700/5863] lr: 2.376e-06, eta: 5:27:04, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0575, loss_cls: 0.1233, acc: 95.2266, loss_bbox: 0.1285, loss: 0.3300, grad_norm: 6.5150
2022-07-06 12:33:25,230 - mmdet - INFO - Epoch [3][3750/5863] lr: 2.376e-06, eta: 5:26:45, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0383, loss_cls: 0.0972, acc: 96.2910, loss_bbox: 0.0918, loss: 0.2423, grad_norm: 5.5303
2022-07-06 12:33:42,656 - mmdet - INFO - Epoch [3][3800/5863] lr: 2.376e-06, eta: 5:26:25, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0415, loss_cls: 0.0907, acc: 96.4902, loss_bbox: 0.0922, loss: 0.2439, grad_norm: 5.9257
2022-07-06 12:34:00,040 - mmdet - INFO - Epoch [3][3850/5863] lr: 2.376e-06, eta: 5:26:06, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0421, loss_cls: 0.1068, acc: 96.1680, loss_bbox: 0.1213, loss: 0.2849, grad_norm: 6.4485
2022-07-06 12:34:17,453 - mmdet - INFO - Epoch [3][3900/5863] lr: 2.376e-06, eta: 5:25:46, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0485, loss_cls: 0.1110, acc: 95.8633, loss_bbox: 0.1035, loss: 0.2777, grad_norm: 6.2130
2022-07-06 12:34:34,854 - mmdet - INFO - Epoch [3][3950/5863] lr: 2.376e-06, eta: 5:25:27, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0339, loss_cls: 0.0990, acc: 96.5625, loss_bbox: 0.0880, loss: 0.2385, grad_norm: 5.1619
2022-07-06 12:34:52,290 - mmdet - INFO - Epoch [3][4000/5863] lr: 2.376e-06, eta: 5:25:08, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0296, loss_cls: 0.0902, acc: 96.5859, loss_bbox: 0.0890, loss: 0.2221, grad_norm: 5.0193
2022-07-06 12:35:11,258 - mmdet - INFO - Epoch [3][4050/5863] lr: 2.376e-06, eta: 5:24:54, time: 0.379, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0478, loss_cls: 0.1107, acc: 95.5449, loss_bbox: 0.1206, loss: 0.2981, grad_norm: 6.1824
2022-07-06 12:35:28,699 - mmdet - INFO - Epoch [3][4100/5863] lr: 2.376e-06, eta: 5:24:34, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0398, loss_cls: 0.0945, acc: 96.6367, loss_bbox: 0.1007, loss: 0.2527, grad_norm: 5.7519
2022-07-06 12:35:46,063 - mmdet - INFO - Epoch [3][4150/5863] lr: 2.376e-06, eta: 5:24:15, time: 0.347, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0347, loss_cls: 0.0915, acc: 96.5000, loss_bbox: 0.1044, loss: 0.2439, grad_norm: 5.7094
2022-07-06 12:36:03,476 - mmdet - INFO - Epoch [3][4200/5863] lr: 2.376e-06, eta: 5:23:55, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0375, loss_cls: 0.1009, acc: 96.1602, loss_bbox: 0.1001, loss: 0.2549, grad_norm: 5.9304
2022-07-06 12:36:20,808 - mmdet - INFO - Epoch [3][4250/5863] lr: 2.376e-06, eta: 5:23:36, time: 0.347, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0438, loss_cls: 0.0928, acc: 96.4199, loss_bbox: 0.0980, loss: 0.2488, grad_norm: 5.1382
2022-07-06 12:36:38,218 - mmdet - INFO - Epoch [3][4300/5863] lr: 2.376e-06, eta: 5:23:17, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0383, loss_cls: 0.0931, acc: 96.4648, loss_bbox: 0.1008, loss: 0.2456, grad_norm: 5.4371
2022-07-06 12:36:57,587 - mmdet - INFO - Epoch [3][4350/5863] lr: 2.376e-06, eta: 5:23:04, time: 0.387, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0478, loss_cls: 0.1104, acc: 95.7305, loss_bbox: 0.1059, loss: 0.2768, grad_norm: 5.6237
2022-07-06 12:37:15,071 - mmdet - INFO - Epoch [3][4400/5863] lr: 2.376e-06, eta: 5:22:45, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0690, loss_cls: 0.1124, acc: 95.5820, loss_bbox: 0.1199, loss: 0.3187, grad_norm: 6.4500
2022-07-06 12:37:32,465 - mmdet - INFO - Epoch [3][4450/5863] lr: 2.376e-06, eta: 5:22:25, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0334, loss_cls: 0.1027, acc: 96.2773, loss_bbox: 0.0979, loss: 0.2472, grad_norm: 5.6190
2022-07-06 12:37:49,928 - mmdet - INFO - Epoch [3][4500/5863] lr: 2.376e-06, eta: 5:22:06, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0491, loss_cls: 0.1060, acc: 95.8867, loss_bbox: 0.1093, loss: 0.2806, grad_norm: 6.2020
2022-07-06 12:38:07,313 - mmdet - INFO - Epoch [3][4550/5863] lr: 2.376e-06, eta: 5:21:47, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0506, loss_cls: 0.1030, acc: 96.0371, loss_bbox: 0.0972, loss: 0.2655, grad_norm: 6.1429
2022-07-06 12:38:24,679 - mmdet - INFO - Epoch [3][4600/5863] lr: 2.376e-06, eta: 5:21:27, time: 0.347, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0461, loss_cls: 0.1003, acc: 96.1895, loss_bbox: 0.1038, loss: 0.2643, grad_norm: 5.3048
2022-07-06 12:38:42,057 - mmdet - INFO - Epoch [3][4650/5863] lr: 2.376e-06, eta: 5:21:08, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0388, loss_cls: 0.0933, acc: 96.3691, loss_bbox: 0.1024, loss: 0.2447, grad_norm: 5.9555
2022-07-06 12:38:59,521 - mmdet - INFO - Epoch [3][4700/5863] lr: 2.376e-06, eta: 5:20:49, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0516, loss_cls: 0.1020, acc: 96.2734, loss_bbox: 0.0886, loss: 0.2669, grad_norm: 5.5185
2022-07-06 12:39:17,018 - mmdet - INFO - Epoch [3][4750/5863] lr: 2.376e-06, eta: 5:20:30, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0120, loss_rpn_bbox: 0.0497, loss_cls: 0.0894, acc: 96.5215, loss_bbox: 0.0880, loss: 0.2391, grad_norm: 5.1339
2022-07-06 12:39:34,540 - mmdet - INFO - Epoch [3][4800/5863] lr: 2.376e-06, eta: 5:20:11, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0110, loss_rpn_bbox: 0.0331, loss_cls: 0.1034, acc: 96.3965, loss_bbox: 0.0969, loss: 0.2444, grad_norm: 5.5215
2022-07-06 12:39:51,938 - mmdet - INFO - Epoch [3][4850/5863] lr: 2.376e-06, eta: 5:19:52, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0112, loss_rpn_bbox: 0.0280, loss_cls: 0.0805, acc: 97.0020, loss_bbox: 0.0854, loss: 0.2052, grad_norm: 5.2652
2022-07-06 12:40:09,320 - mmdet - INFO - Epoch [3][4900/5863] lr: 2.376e-06, eta: 5:19:32, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0378, loss_cls: 0.1022, acc: 96.1230, loss_bbox: 0.0960, loss: 0.2539, grad_norm: 5.8522
2022-07-06 12:40:28,279 - mmdet - INFO - Epoch [3][4950/5863] lr: 2.376e-06, eta: 5:19:18, time: 0.379, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0434, loss_cls: 0.0912, acc: 96.6895, loss_bbox: 0.0934, loss: 0.2430, grad_norm: 5.7051
2022-07-06 12:40:45,755 - mmdet - INFO - Epoch [3][5000/5863] lr: 2.376e-06, eta: 5:18:59, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0446, loss_cls: 0.1025, acc: 96.0293, loss_bbox: 0.0947, loss: 0.2551, grad_norm: 5.4461
2022-07-06 12:41:03,385 - mmdet - INFO - Epoch [3][5050/5863] lr: 2.376e-06, eta: 5:18:40, time: 0.353, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0605, loss_cls: 0.0792, acc: 96.9961, loss_bbox: 0.0841, loss: 0.2412, grad_norm: 5.3050
2022-07-06 12:41:20,850 - mmdet - INFO - Epoch [3][5100/5863] lr: 2.376e-06, eta: 5:18:21, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0447, loss_cls: 0.0934, acc: 96.3340, loss_bbox: 0.1007, loss: 0.2513, grad_norm: 5.7049
2022-07-06 12:41:38,404 - mmdet - INFO - Epoch [3][5150/5863] lr: 2.376e-06, eta: 5:18:03, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0335, loss_cls: 0.0863, acc: 96.7168, loss_bbox: 0.0863, loss: 0.2167, grad_norm: 4.9218
2022-07-06 12:41:55,795 - mmdet - INFO - Epoch [3][5200/5863] lr: 2.376e-06, eta: 5:17:43, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0406, loss_cls: 0.0881, acc: 96.7480, loss_bbox: 0.0856, loss: 0.2275, grad_norm: 5.1521
2022-07-06 12:42:13,288 - mmdet - INFO - Epoch [3][5250/5863] lr: 2.376e-06, eta: 5:17:24, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0233, loss_cls: 0.0928, acc: 96.6270, loss_bbox: 0.0837, loss: 0.2128, grad_norm: 5.1780
2022-07-06 12:42:30,849 - mmdet - INFO - Epoch [3][5300/5863] lr: 2.376e-06, eta: 5:17:06, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0402, loss_cls: 0.0920, acc: 96.2910, loss_bbox: 0.0974, loss: 0.2444, grad_norm: 5.5738
2022-07-06 12:42:48,358 - mmdet - INFO - Epoch [3][5350/5863] lr: 2.376e-06, eta: 5:16:47, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0593, loss_cls: 0.1081, acc: 96.0352, loss_bbox: 0.0933, loss: 0.2779, grad_norm: 5.6171
2022-07-06 12:43:05,854 - mmdet - INFO - Epoch [3][5400/5863] lr: 2.376e-06, eta: 5:16:28, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0591, loss_cls: 0.0991, acc: 96.1328, loss_bbox: 0.1059, loss: 0.2842, grad_norm: 5.6867
2022-07-06 12:43:23,356 - mmdet - INFO - Epoch [3][5450/5863] lr: 2.376e-06, eta: 5:16:09, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0434, loss_cls: 0.0948, acc: 96.7949, loss_bbox: 0.0972, loss: 0.2509, grad_norm: 5.2953
2022-07-06 12:43:42,529 - mmdet - INFO - Epoch [3][5500/5863] lr: 2.376e-06, eta: 5:15:55, time: 0.383, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0496, loss_cls: 0.1076, acc: 95.9258, loss_bbox: 0.1196, loss: 0.2971, grad_norm: 5.5860
2022-07-06 12:44:00,001 - mmdet - INFO - Epoch [3][5550/5863] lr: 2.376e-06, eta: 5:15:36, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0429, loss_cls: 0.0978, acc: 96.3730, loss_bbox: 0.0948, loss: 0.2508, grad_norm: 5.4918
2022-07-06 12:44:17,464 - mmdet - INFO - Epoch [3][5600/5863] lr: 2.376e-06, eta: 5:15:17, time: 0.349, data_time: 0.004, memory: 9057, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0432, loss_cls: 0.0925, acc: 96.4590, loss_bbox: 0.1038, loss: 0.2524, grad_norm: 5.2862
2022-07-06 12:44:36,233 - mmdet - INFO - Epoch [3][5650/5863] lr: 2.376e-06, eta: 5:15:02, time: 0.375, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0485, loss_cls: 0.1005, acc: 96.0703, loss_bbox: 0.0927, loss: 0.2640, grad_norm: 5.2929
2022-07-06 12:44:53,697 - mmdet - INFO - Epoch [3][5700/5863] lr: 2.376e-06, eta: 5:14:43, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0371, loss_cls: 0.0968, acc: 96.3242, loss_bbox: 0.0994, loss: 0.2441, grad_norm: 5.5518
2022-07-06 12:45:14,078 - mmdet - INFO - Epoch [3][5750/5863] lr: 2.376e-06, eta: 5:14:33, time: 0.408, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0495, loss_cls: 0.1010, acc: 96.2676, loss_bbox: 0.0893, loss: 0.2584, grad_norm: 5.9456
2022-07-06 12:45:33,051 - mmdet - INFO - Epoch [3][5800/5863] lr: 2.376e-06, eta: 5:14:19, time: 0.379, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0509, loss_cls: 0.1077, acc: 95.9941, loss_bbox: 0.1050, loss: 0.2829, grad_norm: 5.5616
2022-07-06 12:45:50,537 - mmdet - INFO - Epoch [3][5850/5863] lr: 2.376e-06, eta: 5:14:00, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0343, loss_cls: 0.0841, acc: 96.8379, loss_bbox: 0.1011, loss: 0.2338, grad_norm: 4.8946
2022-07-06 12:45:55,421 - mmdet - INFO - Saving checkpoint at 3 epochs
2022-07-06 12:46:29,851 - mmdet - INFO - Epoch [4][50/5863] lr: 2.376e-06, eta: 5:14:06, time: 0.643, data_time: 0.294, memory: 9057, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0423, loss_cls: 0.0809, acc: 97.0684, loss_bbox: 0.0855, loss: 0.2209, grad_norm: 5.2600
2022-07-06 12:46:47,202 - mmdet - INFO - Epoch [4][100/5863] lr: 2.376e-06, eta: 5:13:47, time: 0.347, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0450, loss_cls: 0.0907, acc: 96.5156, loss_bbox: 0.0881, loss: 0.2346, grad_norm: 5.4120
2022-07-06 12:47:06,096 - mmdet - INFO - Epoch [4][150/5863] lr: 2.376e-06, eta: 5:13:32, time: 0.378, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0443, loss_cls: 0.1005, acc: 95.9316, loss_bbox: 0.1150, loss: 0.2716, grad_norm: 6.2168
2022-07-06 12:47:23,526 - mmdet - INFO - Epoch [4][200/5863] lr: 2.376e-06, eta: 5:13:13, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0389, loss_cls: 0.0954, acc: 96.2422, loss_bbox: 0.1050, loss: 0.2509, grad_norm: 5.8449
2022-07-06 12:47:42,545 - mmdet - INFO - Epoch [4][250/5863] lr: 2.376e-06, eta: 5:12:58, time: 0.380, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0453, loss_cls: 0.1037, acc: 96.1113, loss_bbox: 0.1003, loss: 0.2626, grad_norm: 5.6103
2022-07-06 12:48:00,004 - mmdet - INFO - Epoch [4][300/5863] lr: 2.376e-06, eta: 5:12:39, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0295, loss_cls: 0.0875, acc: 96.5742, loss_bbox: 0.0993, loss: 0.2273, grad_norm: 5.0936
2022-07-06 12:48:17,391 - mmdet - INFO - Epoch [4][350/5863] lr: 2.376e-06, eta: 5:12:20, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0362, loss_cls: 0.0853, acc: 96.7539, loss_bbox: 0.0977, loss: 0.2325, grad_norm: 4.9100
2022-07-06 12:48:34,834 - mmdet - INFO - Epoch [4][400/5863] lr: 2.376e-06, eta: 5:12:01, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0354, loss_cls: 0.0881, acc: 96.4668, loss_bbox: 0.1323, loss: 0.2653, grad_norm: 5.1543
2022-07-06 12:48:52,217 - mmdet - INFO - Epoch [4][450/5863] lr: 2.376e-06, eta: 5:11:41, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0105, loss_rpn_bbox: 0.0386, loss_cls: 0.0975, acc: 96.2676, loss_bbox: 0.1068, loss: 0.2535, grad_norm: 5.4838
2022-07-06 12:49:09,656 - mmdet - INFO - Epoch [4][500/5863] lr: 2.376e-06, eta: 5:11:22, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0349, loss_cls: 0.0862, acc: 96.9609, loss_bbox: 0.0844, loss: 0.2177, grad_norm: 5.1036
2022-07-06 12:49:28,673 - mmdet - INFO - Epoch [4][550/5863] lr: 2.376e-06, eta: 5:11:08, time: 0.380, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0642, loss_cls: 0.0964, acc: 96.2812, loss_bbox: 0.0874, loss: 0.2637, grad_norm: 5.4527
2022-07-06 12:49:46,060 - mmdet - INFO - Epoch [4][600/5863] lr: 2.376e-06, eta: 5:10:48, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0451, loss_cls: 0.0934, acc: 96.6074, loss_bbox: 0.0879, loss: 0.2413, grad_norm: 5.4892
2022-07-06 12:50:03,350 - mmdet - INFO - Epoch [4][650/5863] lr: 2.376e-06, eta: 5:10:29, time: 0.346, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0440, loss_cls: 0.0884, acc: 96.7578, loss_bbox: 0.1158, loss: 0.2600, grad_norm: 5.0854
2022-07-06 12:50:20,676 - mmdet - INFO - Epoch [4][700/5863] lr: 2.376e-06, eta: 5:10:09, time: 0.347, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0334, loss_cls: 0.0930, acc: 96.4551, loss_bbox: 0.0913, loss: 0.2283, grad_norm: 5.4001
2022-07-06 12:50:39,447 - mmdet - INFO - Epoch [4][750/5863] lr: 2.376e-06, eta: 5:09:54, time: 0.375, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0394, loss_cls: 0.0986, acc: 96.3359, loss_bbox: 0.1005, loss: 0.2540, grad_norm: 5.6771
2022-07-06 12:50:56,968 - mmdet - INFO - Epoch [4][800/5863] lr: 2.376e-06, eta: 5:09:35, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0427, loss_cls: 0.0876, acc: 96.6289, loss_bbox: 0.0976, loss: 0.2397, grad_norm: 5.3572
2022-07-06 12:51:14,435 - mmdet - INFO - Epoch [4][850/5863] lr: 2.376e-06, eta: 5:09:16, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0292, loss_cls: 0.0891, acc: 96.6367, loss_bbox: 0.0946, loss: 0.2222, grad_norm: 4.9910
2022-07-06 12:51:31,943 - mmdet - INFO - Epoch [4][900/5863] lr: 2.376e-06, eta: 5:08:57, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0321, loss_cls: 0.0825, acc: 96.7012, loss_bbox: 0.1097, loss: 0.2319, grad_norm: 4.9732
2022-07-06 12:51:49,491 - mmdet - INFO - Epoch [4][950/5863] lr: 2.376e-06, eta: 5:08:39, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0342, loss_cls: 0.0992, acc: 96.3223, loss_bbox: 0.1089, loss: 0.2552, grad_norm: 5.3096
2022-07-06 12:52:07,047 - mmdet - INFO - Epoch [4][1000/5863] lr: 2.376e-06, eta: 5:08:20, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0509, loss_cls: 0.0994, acc: 96.1250, loss_bbox: 0.1094, loss: 0.2707, grad_norm: 6.1727
2022-07-06 12:52:24,625 - mmdet - INFO - Epoch [4][1050/5863] lr: 2.376e-06, eta: 5:08:01, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0421, loss_cls: 0.1040, acc: 96.1172, loss_bbox: 0.0994, loss: 0.2635, grad_norm: 5.7348
2022-07-06 12:52:42,211 - mmdet - INFO - Epoch [4][1100/5863] lr: 2.376e-06, eta: 5:07:42, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0410, loss_cls: 0.0828, acc: 96.8203, loss_bbox: 0.0822, loss: 0.2187, grad_norm: 4.8242
2022-07-06 12:52:59,721 - mmdet - INFO - Epoch [4][1150/5863] lr: 2.376e-06, eta: 5:07:24, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0361, loss_cls: 0.0931, acc: 96.5020, loss_bbox: 0.0920, loss: 0.2352, grad_norm: 5.4673
2022-07-06 12:53:17,231 - mmdet - INFO - Epoch [4][1200/5863] lr: 2.376e-06, eta: 5:07:05, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0519, loss_cls: 0.0869, acc: 96.7754, loss_bbox: 0.0886, loss: 0.2425, grad_norm: 5.1231
2022-07-06 12:53:34,771 - mmdet - INFO - Epoch [4][1250/5863] lr: 2.376e-06, eta: 5:06:46, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0426, loss_cls: 0.0879, acc: 96.6758, loss_bbox: 0.0900, loss: 0.2272, grad_norm: 5.7127
2022-07-06 12:53:52,192 - mmdet - INFO - Epoch [4][1300/5863] lr: 2.376e-06, eta: 5:06:27, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0440, loss_cls: 0.0947, acc: 96.4414, loss_bbox: 0.0991, loss: 0.2492, grad_norm: 5.5227
2022-07-06 12:54:09,809 - mmdet - INFO - Epoch [4][1350/5863] lr: 2.376e-06, eta: 5:06:08, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0433, loss_cls: 0.0930, acc: 96.5000, loss_bbox: 0.0862, loss: 0.2433, grad_norm: 5.1457
2022-07-06 12:54:27,336 - mmdet - INFO - Epoch [4][1400/5863] lr: 2.376e-06, eta: 5:05:50, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0382, loss_cls: 0.0912, acc: 96.6250, loss_bbox: 0.0917, loss: 0.2436, grad_norm: 5.4303
2022-07-06 12:54:44,862 - mmdet - INFO - Epoch [4][1450/5863] lr: 2.376e-06, eta: 5:05:31, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0438, loss_cls: 0.0927, acc: 96.6094, loss_bbox: 0.1261, loss: 0.2808, grad_norm: 5.0336
2022-07-06 12:55:02,374 - mmdet - INFO - Epoch [4][1500/5863] lr: 2.376e-06, eta: 5:05:12, time: 0.350, data_time: 0.004, memory: 9057, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0501, loss_cls: 0.0937, acc: 96.2754, loss_bbox: 0.1006, loss: 0.2610, grad_norm: 6.0912
2022-07-06 12:55:19,908 - mmdet - INFO - Epoch [4][1550/5863] lr: 2.376e-06, eta: 5:04:53, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0397, loss_cls: 0.0895, acc: 96.6367, loss_bbox: 0.0886, loss: 0.2328, grad_norm: 5.0003
2022-07-06 12:55:38,930 - mmdet - INFO - Epoch [4][1600/5863] lr: 2.376e-06, eta: 5:04:39, time: 0.380, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0353, loss_cls: 0.0873, acc: 96.7070, loss_bbox: 0.1025, loss: 0.2326, grad_norm: 5.8404
2022-07-06 12:55:56,399 - mmdet - INFO - Epoch [4][1650/5863] lr: 2.376e-06, eta: 5:04:20, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0306, loss_cls: 0.1061, acc: 96.1348, loss_bbox: 0.1134, loss: 0.2645, grad_norm: 5.6435
2022-07-06 12:56:14,020 - mmdet - INFO - Epoch [4][1700/5863] lr: 2.376e-06, eta: 5:04:01, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0364, loss_cls: 0.0780, acc: 96.9844, loss_bbox: 0.0747, loss: 0.2015, grad_norm: 4.6820
2022-07-06 12:56:31,612 - mmdet - INFO - Epoch [4][1750/5863] lr: 2.376e-06, eta: 5:03:43, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0593, loss_cls: 0.0897, acc: 96.4023, loss_bbox: 0.0952, loss: 0.2586, grad_norm: 5.5790
2022-07-06 12:56:49,226 - mmdet - INFO - Epoch [4][1800/5863] lr: 2.376e-06, eta: 5:03:24, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0584, loss_cls: 0.0911, acc: 96.6719, loss_bbox: 0.0923, loss: 0.2548, grad_norm: 5.5562
2022-07-06 12:57:06,827 - mmdet - INFO - Epoch [4][1850/5863] lr: 2.376e-06, eta: 5:03:06, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0365, loss_cls: 0.1158, acc: 95.9453, loss_bbox: 0.0884, loss: 0.2552, grad_norm: 5.7487
2022-07-06 12:57:24,586 - mmdet - INFO - Epoch [4][1900/5863] lr: 2.376e-06, eta: 5:02:47, time: 0.355, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0504, loss_cls: 0.0962, acc: 96.4648, loss_bbox: 0.0933, loss: 0.2518, grad_norm: 5.3027
2022-07-06 12:57:42,074 - mmdet - INFO - Epoch [4][1950/5863] lr: 2.376e-06, eta: 5:02:29, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0120, loss_rpn_bbox: 0.0285, loss_cls: 0.0786, acc: 96.9551, loss_bbox: 0.0823, loss: 0.2014, grad_norm: 4.8676
2022-07-06 12:58:01,615 - mmdet - INFO - Epoch [4][2000/5863] lr: 2.376e-06, eta: 5:02:15, time: 0.391, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0101, loss_rpn_bbox: 0.0485, loss_cls: 0.0927, acc: 96.2871, loss_bbox: 0.0931, loss: 0.2444, grad_norm: 5.5148
2022-07-06 12:58:19,189 - mmdet - INFO - Epoch [4][2050/5863] lr: 2.376e-06, eta: 5:01:57, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0533, loss_cls: 0.0968, acc: 96.2734, loss_bbox: 0.1006, loss: 0.2617, grad_norm: 5.5370
2022-07-06 12:58:36,742 - mmdet - INFO - Epoch [4][2100/5863] lr: 2.376e-06, eta: 5:01:38, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0340, loss_cls: 0.0816, acc: 96.7422, loss_bbox: 0.0839, loss: 0.2131, grad_norm: 4.8947
2022-07-06 12:58:54,371 - mmdet - INFO - Epoch [4][2150/5863] lr: 2.376e-06, eta: 5:01:19, time: 0.353, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0407, loss_cls: 0.0993, acc: 96.3945, loss_bbox: 0.0902, loss: 0.2425, grad_norm: 5.5157
2022-07-06 12:59:12,032 - mmdet - INFO - Epoch [4][2200/5863] lr: 2.376e-06, eta: 5:01:01, time: 0.353, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0400, loss_cls: 0.0806, acc: 96.9219, loss_bbox: 0.0966, loss: 0.2291, grad_norm: 5.1735
2022-07-06 12:59:29,487 - mmdet - INFO - Epoch [4][2250/5863] lr: 2.376e-06, eta: 5:00:42, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0337, loss_cls: 0.0901, acc: 96.5664, loss_bbox: 0.1136, loss: 0.2482, grad_norm: 5.5480
2022-07-06 12:59:47,051 - mmdet - INFO - Epoch [4][2300/5863] lr: 2.376e-06, eta: 5:00:24, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0284, loss_cls: 0.0958, acc: 96.2812, loss_bbox: 0.0967, loss: 0.2290, grad_norm: 5.6278
2022-07-06 13:00:04,537 - mmdet - INFO - Epoch [4][2350/5863] lr: 2.376e-06, eta: 5:00:05, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0498, loss_cls: 0.0872, acc: 96.5957, loss_bbox: 0.0904, loss: 0.2456, grad_norm: 5.5706
2022-07-06 13:00:22,048 - mmdet - INFO - Epoch [4][2400/5863] lr: 2.376e-06, eta: 4:59:46, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0378, loss_cls: 0.0936, acc: 96.3730, loss_bbox: 0.0774, loss: 0.2174, grad_norm: 5.8682
2022-07-06 13:00:39,575 - mmdet - INFO - Epoch [4][2450/5863] lr: 2.376e-06, eta: 4:59:27, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0342, loss_cls: 0.0734, acc: 97.2383, loss_bbox: 0.0940, loss: 0.2104, grad_norm: 4.4556
2022-07-06 13:00:57,017 - mmdet - INFO - Epoch [4][2500/5863] lr: 2.376e-06, eta: 4:59:08, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0485, loss_cls: 0.0956, acc: 96.4102, loss_bbox: 0.1070, loss: 0.2660, grad_norm: 5.6895
2022-07-06 13:01:16,093 - mmdet - INFO - Epoch [4][2550/5863] lr: 2.376e-06, eta: 4:58:54, time: 0.382, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0437, loss_cls: 0.0878, acc: 96.5449, loss_bbox: 0.0882, loss: 0.2327, grad_norm: 5.9765
2022-07-06 13:01:33,460 - mmdet - INFO - Epoch [4][2600/5863] lr: 2.376e-06, eta: 4:58:35, time: 0.347, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0330, loss_cls: 0.0962, acc: 96.4316, loss_bbox: 0.1133, loss: 0.2550, grad_norm: 5.9970
2022-07-06 13:01:50,935 - mmdet - INFO - Epoch [4][2650/5863] lr: 2.376e-06, eta: 4:58:16, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0441, loss_cls: 0.1002, acc: 96.3379, loss_bbox: 0.0990, loss: 0.2572, grad_norm: 5.5672
2022-07-06 13:02:08,374 - mmdet - INFO - Epoch [4][2700/5863] lr: 2.376e-06, eta: 4:57:57, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0273, loss_cls: 0.0736, acc: 97.1992, loss_bbox: 0.0900, loss: 0.2006, grad_norm: 4.7440
2022-07-06 13:02:26,099 - mmdet - INFO - Epoch [4][2750/5863] lr: 2.376e-06, eta: 4:57:39, time: 0.355, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0282, loss_cls: 0.0808, acc: 96.8164, loss_bbox: 0.0977, loss: 0.2164, grad_norm: 5.1712
2022-07-06 13:02:43,595 - mmdet - INFO - Epoch [4][2800/5863] lr: 2.376e-06, eta: 4:57:20, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0538, loss_cls: 0.1112, acc: 95.6934, loss_bbox: 0.1274, loss: 0.3037, grad_norm: 6.0210
2022-07-06 13:03:01,101 - mmdet - INFO - Epoch [4][2850/5863] lr: 2.376e-06, eta: 4:57:01, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0101, loss_rpn_bbox: 0.0344, loss_cls: 0.1061, acc: 96.0840, loss_bbox: 0.1075, loss: 0.2582, grad_norm: 5.6228
2022-07-06 13:03:18,621 - mmdet - INFO - Epoch [4][2900/5863] lr: 2.376e-06, eta: 4:56:43, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0355, loss_cls: 0.1211, acc: 95.4707, loss_bbox: 0.0929, loss: 0.2583, grad_norm: 5.6048
2022-07-06 13:03:36,113 - mmdet - INFO - Epoch [4][2950/5863] lr: 2.376e-06, eta: 4:56:24, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0271, loss_cls: 0.1149, acc: 95.7266, loss_bbox: 0.0852, loss: 0.2471, grad_norm: 6.1241
2022-07-06 13:03:53,571 - mmdet - INFO - Epoch [4][3000/5863] lr: 2.376e-06, eta: 4:56:05, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0481, loss_cls: 0.0995, acc: 96.1406, loss_bbox: 0.1033, loss: 0.2657, grad_norm: 5.2960
2022-07-06 13:04:13,009 - mmdet - INFO - Epoch [4][3050/5863] lr: 2.376e-06, eta: 4:55:51, time: 0.389, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0387, loss_cls: 0.0752, acc: 97.0352, loss_bbox: 0.0912, loss: 0.2171, grad_norm: 5.2311
2022-07-06 13:04:30,533 - mmdet - INFO - Epoch [4][3100/5863] lr: 2.376e-06, eta: 4:55:32, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0350, loss_cls: 0.0927, acc: 96.8555, loss_bbox: 0.0908, loss: 0.2278, grad_norm: 5.5324
2022-07-06 13:04:48,009 - mmdet - INFO - Epoch [4][3150/5863] lr: 2.376e-06, eta: 4:55:14, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0266, loss_cls: 0.0804, acc: 96.9844, loss_bbox: 0.0866, loss: 0.2078, grad_norm: 5.2200
2022-07-06 13:05:05,660 - mmdet - INFO - Epoch [4][3200/5863] lr: 2.376e-06, eta: 4:54:55, time: 0.353, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0334, loss_cls: 0.0709, acc: 97.3945, loss_bbox: 0.0718, loss: 0.1890, grad_norm: 5.0646
2022-07-06 13:05:23,102 - mmdet - INFO - Epoch [4][3250/5863] lr: 2.376e-06, eta: 4:54:37, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0357, loss_cls: 0.0770, acc: 97.2285, loss_bbox: 0.0827, loss: 0.2083, grad_norm: 5.2886
2022-07-06 13:05:40,633 - mmdet - INFO - Epoch [4][3300/5863] lr: 2.376e-06, eta: 4:54:18, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0653, loss_cls: 0.1171, acc: 96.0312, loss_bbox: 0.0916, loss: 0.2894, grad_norm: 6.2956
2022-07-06 13:05:58,122 - mmdet - INFO - Epoch [4][3350/5863] lr: 2.376e-06, eta: 4:53:59, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0511, loss_cls: 0.0894, acc: 96.6211, loss_bbox: 0.1007, loss: 0.2610, grad_norm: 5.6209
2022-07-06 13:06:15,735 - mmdet - INFO - Epoch [4][3400/5863] lr: 2.376e-06, eta: 4:53:41, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0386, loss_cls: 0.0882, acc: 96.6836, loss_bbox: 0.1203, loss: 0.2609, grad_norm: 5.7445
2022-07-06 13:06:33,283 - mmdet - INFO - Epoch [4][3450/5863] lr: 2.376e-06, eta: 4:53:22, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0305, loss_cls: 0.0895, acc: 96.7676, loss_bbox: 0.0959, loss: 0.2310, grad_norm: 5.3527
2022-07-06 13:06:50,915 - mmdet - INFO - Epoch [4][3500/5863] lr: 2.376e-06, eta: 4:53:04, time: 0.353, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0401, loss_cls: 0.1025, acc: 96.2754, loss_bbox: 0.0956, loss: 0.2645, grad_norm: 5.7089
2022-07-06 13:07:08,521 - mmdet - INFO - Epoch [4][3550/5863] lr: 2.376e-06, eta: 4:52:46, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0521, loss_cls: 0.1155, acc: 95.8672, loss_bbox: 0.1113, loss: 0.2989, grad_norm: 6.2471
2022-07-06 13:07:26,196 - mmdet - INFO - Epoch [4][3600/5863] lr: 2.376e-06, eta: 4:52:27, time: 0.353, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0449, loss_cls: 0.0977, acc: 96.2812, loss_bbox: 0.0923, loss: 0.2498, grad_norm: 5.8147
2022-07-06 13:07:43,708 - mmdet - INFO - Epoch [4][3650/5863] lr: 2.376e-06, eta: 4:52:09, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0523, loss_cls: 0.0982, acc: 96.3203, loss_bbox: 0.0914, loss: 0.2555, grad_norm: 5.5349
2022-07-06 13:08:01,247 - mmdet - INFO - Epoch [4][3700/5863] lr: 2.376e-06, eta: 4:51:50, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0372, loss_cls: 0.0960, acc: 96.4707, loss_bbox: 0.0771, loss: 0.2200, grad_norm: 5.1607
2022-07-06 13:08:18,802 - mmdet - INFO - Epoch [4][3750/5863] lr: 2.376e-06, eta: 4:51:32, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0290, loss_cls: 0.0819, acc: 96.8633, loss_bbox: 0.0899, loss: 0.2123, grad_norm: 5.1594
2022-07-06 13:08:36,349 - mmdet - INFO - Epoch [4][3800/5863] lr: 2.376e-06, eta: 4:51:13, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0295, loss_cls: 0.0954, acc: 96.3691, loss_bbox: 0.0994, loss: 0.2347, grad_norm: 5.6387
2022-07-06 13:08:53,827 - mmdet - INFO - Epoch [4][3850/5863] lr: 2.376e-06, eta: 4:50:54, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0276, loss_cls: 0.0882, acc: 96.5547, loss_bbox: 0.0840, loss: 0.2102, grad_norm: 4.9555
2022-07-06 13:09:11,325 - mmdet - INFO - Epoch [4][3900/5863] lr: 2.376e-06, eta: 4:50:36, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0295, loss_cls: 0.0847, acc: 96.8984, loss_bbox: 0.0817, loss: 0.2120, grad_norm: 4.5549
2022-07-06 13:09:28,910 - mmdet - INFO - Epoch [4][3950/5863] lr: 2.376e-06, eta: 4:50:17, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0362, loss_cls: 0.0788, acc: 96.9199, loss_bbox: 0.0945, loss: 0.2211, grad_norm: 5.1840
2022-07-06 13:09:46,419 - mmdet - INFO - Epoch [4][4000/5863] lr: 2.376e-06, eta: 4:49:59, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0304, loss_cls: 0.0895, acc: 96.6113, loss_bbox: 0.0971, loss: 0.2324, grad_norm: 5.4354
2022-07-06 13:10:04,022 - mmdet - INFO - Epoch [4][4050/5863] lr: 2.376e-06, eta: 4:49:40, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0386, loss_cls: 0.0863, acc: 96.5664, loss_bbox: 0.0782, loss: 0.2180, grad_norm: 5.2618
2022-07-06 13:10:24,328 - mmdet - INFO - Epoch [4][4100/5863] lr: 2.376e-06, eta: 4:49:28, time: 0.406, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0499, loss_cls: 0.0807, acc: 96.8535, loss_bbox: 0.1014, loss: 0.2443, grad_norm: 5.5183
2022-07-06 13:10:41,780 - mmdet - INFO - Epoch [4][4150/5863] lr: 2.376e-06, eta: 4:49:09, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0327, loss_cls: 0.1012, acc: 96.2168, loss_bbox: 0.1021, loss: 0.2504, grad_norm: 5.6795
2022-07-06 13:11:00,771 - mmdet - INFO - Epoch [4][4200/5863] lr: 2.376e-06, eta: 4:48:54, time: 0.380, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0084, loss_rpn_bbox: 0.0398, loss_cls: 0.0814, acc: 96.9277, loss_bbox: 0.0835, loss: 0.2131, grad_norm: 5.1111
2022-07-06 13:11:18,208 - mmdet - INFO - Epoch [4][4250/5863] lr: 2.376e-06, eta: 4:48:35, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0278, loss_cls: 0.0842, acc: 96.8164, loss_bbox: 0.0880, loss: 0.2095, grad_norm: 5.1701
2022-07-06 13:11:35,653 - mmdet - INFO - Epoch [4][4300/5863] lr: 2.376e-06, eta: 4:48:17, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0401, loss_cls: 0.1051, acc: 96.5840, loss_bbox: 0.0911, loss: 0.2475, grad_norm: 5.5172
2022-07-06 13:11:53,110 - mmdet - INFO - Epoch [4][4350/5863] lr: 2.376e-06, eta: 4:47:58, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0356, loss_cls: 0.1072, acc: 95.8281, loss_bbox: 0.1010, loss: 0.2618, grad_norm: 5.5574
2022-07-06 13:12:10,685 - mmdet - INFO - Epoch [4][4400/5863] lr: 2.376e-06, eta: 4:47:40, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0389, loss_cls: 0.1046, acc: 95.7012, loss_bbox: 0.1139, loss: 0.2706, grad_norm: 5.4606
2022-07-06 13:12:28,216 - mmdet - INFO - Epoch [4][4450/5863] lr: 2.376e-06, eta: 4:47:21, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0375, loss_cls: 0.0792, acc: 96.8770, loss_bbox: 0.0821, loss: 0.2124, grad_norm: 5.0696
2022-07-06 13:12:45,795 - mmdet - INFO - Epoch [4][4500/5863] lr: 2.376e-06, eta: 4:47:03, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0365, loss_cls: 0.0844, acc: 96.8672, loss_bbox: 0.0806, loss: 0.2162, grad_norm: 5.3737
2022-07-06 13:13:03,285 - mmdet - INFO - Epoch [4][4550/5863] lr: 2.376e-06, eta: 4:46:44, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0308, loss_cls: 0.0955, acc: 96.4297, loss_bbox: 0.1027, loss: 0.2416, grad_norm: 5.0998
2022-07-06 13:13:20,807 - mmdet - INFO - Epoch [4][4600/5863] lr: 2.376e-06, eta: 4:46:25, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0587, loss_cls: 0.0828, acc: 96.7207, loss_bbox: 0.0913, loss: 0.2485, grad_norm: 5.4646
2022-07-06 13:13:38,241 - mmdet - INFO - Epoch [4][4650/5863] lr: 2.376e-06, eta: 4:46:07, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0356, loss_cls: 0.0762, acc: 97.0625, loss_bbox: 0.0814, loss: 0.2047, grad_norm: 5.0498
2022-07-06 13:13:55,726 - mmdet - INFO - Epoch [4][4700/5863] lr: 2.376e-06, eta: 4:45:48, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0539, loss_cls: 0.0804, acc: 96.9238, loss_bbox: 0.0765, loss: 0.2251, grad_norm: 5.5323
2022-07-06 13:14:13,210 - mmdet - INFO - Epoch [4][4750/5863] lr: 2.376e-06, eta: 4:45:30, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0332, loss_cls: 0.0842, acc: 96.7734, loss_bbox: 0.0804, loss: 0.2083, grad_norm: 5.1056
2022-07-06 13:14:30,667 - mmdet - INFO - Epoch [4][4800/5863] lr: 2.376e-06, eta: 4:45:11, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0326, loss_cls: 0.0934, acc: 96.4160, loss_bbox: 0.0841, loss: 0.2191, grad_norm: 5.3525
2022-07-06 13:14:48,119 - mmdet - INFO - Epoch [4][4850/5863] lr: 2.376e-06, eta: 4:44:52, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0363, loss_cls: 0.0931, acc: 96.5918, loss_bbox: 0.0876, loss: 0.2269, grad_norm: 5.4180
2022-07-06 13:15:05,730 - mmdet - INFO - Epoch [4][4900/5863] lr: 2.376e-06, eta: 4:44:34, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0432, loss_cls: 0.1037, acc: 95.9004, loss_bbox: 0.1174, loss: 0.2776, grad_norm: 5.7626
2022-07-06 13:15:25,947 - mmdet - INFO - Epoch [4][4950/5863] lr: 2.376e-06, eta: 4:44:21, time: 0.404, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0391, loss_cls: 0.0974, acc: 96.2305, loss_bbox: 0.1088, loss: 0.2620, grad_norm: 6.4534
2022-07-06 13:15:43,456 - mmdet - INFO - Epoch [4][5000/5863] lr: 2.376e-06, eta: 4:44:03, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0286, loss_cls: 0.0706, acc: 97.3555, loss_bbox: 0.0835, loss: 0.1903, grad_norm: 4.8314
2022-07-06 13:16:00,944 - mmdet - INFO - Epoch [4][5050/5863] lr: 2.376e-06, eta: 4:43:44, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0110, loss_rpn_bbox: 0.0455, loss_cls: 0.1015, acc: 96.3184, loss_bbox: 0.0945, loss: 0.2525, grad_norm: 5.4663
2022-07-06 13:16:18,323 - mmdet - INFO - Epoch [4][5100/5863] lr: 2.376e-06, eta: 4:43:25, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0405, loss_cls: 0.0832, acc: 96.8164, loss_bbox: 0.0766, loss: 0.2108, grad_norm: 4.8227
2022-07-06 13:16:35,703 - mmdet - INFO - Epoch [4][5150/5863] lr: 2.376e-06, eta: 4:43:06, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0488, loss_cls: 0.0918, acc: 96.4492, loss_bbox: 0.1056, loss: 0.2602, grad_norm: 5.5847
2022-07-06 13:16:53,134 - mmdet - INFO - Epoch [4][5200/5863] lr: 2.376e-06, eta: 4:42:48, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0408, loss_cls: 0.0798, acc: 96.9141, loss_bbox: 0.0808, loss: 0.2260, grad_norm: 5.5343
2022-07-06 13:17:10,623 - mmdet - INFO - Epoch [4][5250/5863] lr: 2.376e-06, eta: 4:42:29, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0367, loss_cls: 0.0795, acc: 96.9648, loss_bbox: 0.0881, loss: 0.2220, grad_norm: 5.2023
2022-07-06 13:17:28,113 - mmdet - INFO - Epoch [4][5300/5863] lr: 2.376e-06, eta: 4:42:11, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0120, loss_rpn_bbox: 0.0409, loss_cls: 0.0870, acc: 96.6836, loss_bbox: 0.0934, loss: 0.2333, grad_norm: 5.5137
2022-07-06 13:17:45,609 - mmdet - INFO - Epoch [4][5350/5863] lr: 2.376e-06, eta: 4:41:52, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0381, loss_cls: 0.1144, acc: 95.6172, loss_bbox: 0.1078, loss: 0.2788, grad_norm: 5.9272
2022-07-06 13:18:03,031 - mmdet - INFO - Epoch [4][5400/5863] lr: 2.376e-06, eta: 4:41:33, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0429, loss_cls: 0.1016, acc: 96.3301, loss_bbox: 0.0956, loss: 0.2538, grad_norm: 5.6862
2022-07-06 13:18:20,608 - mmdet - INFO - Epoch [4][5450/5863] lr: 2.376e-06, eta: 4:41:15, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0428, loss_cls: 0.0853, acc: 96.6797, loss_bbox: 0.1022, loss: 0.2461, grad_norm: 5.3606
2022-07-06 13:18:38,124 - mmdet - INFO - Epoch [4][5500/5863] lr: 2.376e-06, eta: 4:40:57, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0283, loss_cls: 0.0802, acc: 97.1035, loss_bbox: 0.0771, loss: 0.1959, grad_norm: 4.7200
2022-07-06 13:18:55,622 - mmdet - INFO - Epoch [4][5550/5863] lr: 2.376e-06, eta: 4:40:38, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0485, loss_cls: 0.1063, acc: 96.0469, loss_bbox: 0.0912, loss: 0.2619, grad_norm: 5.9800
2022-07-06 13:19:13,109 - mmdet - INFO - Epoch [4][5600/5863] lr: 2.376e-06, eta: 4:40:19, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0530, loss_cls: 0.0999, acc: 96.0449, loss_bbox: 0.1112, loss: 0.2818, grad_norm: 5.7907
2022-07-06 13:19:30,593 - mmdet - INFO - Epoch [4][5650/5863] lr: 2.376e-06, eta: 4:40:01, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0414, loss_cls: 0.1017, acc: 96.0430, loss_bbox: 0.1038, loss: 0.2622, grad_norm: 5.8524
2022-07-06 13:19:48,067 - mmdet - INFO - Epoch [4][5700/5863] lr: 2.376e-06, eta: 4:39:42, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0426, loss_cls: 0.0871, acc: 96.4902, loss_bbox: 0.0920, loss: 0.2309, grad_norm: 5.4771
2022-07-06 13:20:09,226 - mmdet - INFO - Epoch [4][5750/5863] lr: 2.376e-06, eta: 4:39:31, time: 0.423, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0471, loss_cls: 0.1022, acc: 95.9414, loss_bbox: 0.1114, loss: 0.2778, grad_norm: 5.5511
2022-07-06 13:20:26,741 - mmdet - INFO - Epoch [4][5800/5863] lr: 2.376e-06, eta: 4:39:13, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0473, loss_cls: 0.0871, acc: 96.6406, loss_bbox: 0.1072, loss: 0.2548, grad_norm: 5.1721
2022-07-06 13:20:44,333 - mmdet - INFO - Epoch [4][5850/5863] lr: 2.376e-06, eta: 4:38:54, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0432, loss_cls: 0.0895, acc: 96.4023, loss_bbox: 0.0867, loss: 0.2309, grad_norm: 5.2844
2022-07-06 13:20:49,214 - mmdet - INFO - Saving checkpoint at 4 epochs
2022-07-06 13:21:23,670 - mmdet - INFO - Epoch [5][50/5863] lr: 2.376e-06, eta: 4:38:51, time: 0.643, data_time: 0.294, memory: 9057, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0413, loss_cls: 0.0814, acc: 96.6465, loss_bbox: 0.0804, loss: 0.2110, grad_norm: 4.6750
2022-07-06 13:21:41,267 - mmdet - INFO - Epoch [5][100/5863] lr: 2.376e-06, eta: 4:38:33, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0509, loss_cls: 0.0925, acc: 96.3965, loss_bbox: 0.1004, loss: 0.2542, grad_norm: 5.7984
2022-07-06 13:22:01,705 - mmdet - INFO - Epoch [5][150/5863] lr: 2.376e-06, eta: 4:38:20, time: 0.409, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0089, loss_rpn_bbox: 0.0357, loss_cls: 0.0865, acc: 96.5566, loss_bbox: 0.1027, loss: 0.2339, grad_norm: 4.9164
2022-07-06 13:22:19,122 - mmdet - INFO - Epoch [5][200/5863] lr: 2.376e-06, eta: 4:38:02, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0326, loss_cls: 0.1068, acc: 96.3516, loss_bbox: 0.1038, loss: 0.2524, grad_norm: 5.7873
2022-07-06 13:22:36,558 - mmdet - INFO - Epoch [5][250/5863] lr: 2.376e-06, eta: 4:37:43, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0089, loss_rpn_bbox: 0.0386, loss_cls: 0.0838, acc: 96.8164, loss_bbox: 0.0809, loss: 0.2122, grad_norm: 5.3195
2022-07-06 13:22:53,972 - mmdet - INFO - Epoch [5][300/5863] lr: 2.376e-06, eta: 4:37:24, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0386, loss_cls: 0.0877, acc: 96.6836, loss_bbox: 0.0990, loss: 0.2347, grad_norm: 5.1584
2022-07-06 13:23:11,458 - mmdet - INFO - Epoch [5][350/5863] lr: 2.376e-06, eta: 4:37:06, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0319, loss_cls: 0.0952, acc: 96.4707, loss_bbox: 0.0912, loss: 0.2271, grad_norm: 5.0689
2022-07-06 13:23:29,006 - mmdet - INFO - Epoch [5][400/5863] lr: 2.376e-06, eta: 4:36:47, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0397, loss_cls: 0.0981, acc: 96.3633, loss_bbox: 0.1078, loss: 0.2608, grad_norm: 5.7442
2022-07-06 13:23:46,577 - mmdet - INFO - Epoch [5][450/5863] lr: 2.376e-06, eta: 4:36:29, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0293, loss_cls: 0.0949, acc: 96.5078, loss_bbox: 0.0891, loss: 0.2251, grad_norm: 4.9800
2022-07-06 13:24:04,113 - mmdet - INFO - Epoch [5][500/5863] lr: 2.376e-06, eta: 4:36:10, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0230, loss_cls: 0.0774, acc: 97.0723, loss_bbox: 0.0742, loss: 0.1827, grad_norm: 4.5910
2022-07-06 13:24:21,693 - mmdet - INFO - Epoch [5][550/5863] lr: 2.376e-06, eta: 4:35:52, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0284, loss_cls: 0.0860, acc: 96.6621, loss_bbox: 0.0762, loss: 0.2061, grad_norm: 4.7760
2022-07-06 13:24:39,249 - mmdet - INFO - Epoch [5][600/5863] lr: 2.376e-06, eta: 4:35:33, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0327, loss_cls: 0.0919, acc: 96.4336, loss_bbox: 0.1102, loss: 0.2447, grad_norm: 5.3238
2022-07-06 13:24:56,840 - mmdet - INFO - Epoch [5][650/5863] lr: 2.376e-06, eta: 4:35:15, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0344, loss_cls: 0.0935, acc: 96.3066, loss_bbox: 0.0770, loss: 0.2191, grad_norm: 5.7146
2022-07-06 13:25:14,345 - mmdet - INFO - Epoch [5][700/5863] lr: 2.376e-06, eta: 4:34:56, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0321, loss_cls: 0.0813, acc: 96.7812, loss_bbox: 0.0934, loss: 0.2184, grad_norm: 5.2976
2022-07-06 13:25:31,881 - mmdet - INFO - Epoch [5][750/5863] lr: 2.376e-06, eta: 4:34:38, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0496, loss_cls: 0.0883, acc: 96.4004, loss_bbox: 0.1003, loss: 0.2511, grad_norm: 5.4058
2022-07-06 13:25:50,857 - mmdet - INFO - Epoch [5][800/5863] lr: 2.376e-06, eta: 4:34:22, time: 0.379, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0262, loss_cls: 0.0768, acc: 96.9336, loss_bbox: 0.0782, loss: 0.1884, grad_norm: 4.6024
2022-07-06 13:26:08,375 - mmdet - INFO - Epoch [5][850/5863] lr: 2.376e-06, eta: 4:34:04, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0346, loss_cls: 0.0752, acc: 97.2285, loss_bbox: 0.0795, loss: 0.1986, grad_norm: 5.0273
2022-07-06 13:26:25,816 - mmdet - INFO - Epoch [5][900/5863] lr: 2.376e-06, eta: 4:33:45, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0349, loss_cls: 0.0793, acc: 96.8691, loss_bbox: 0.0808, loss: 0.2098, grad_norm: 4.8416
2022-07-06 13:26:43,359 - mmdet - INFO - Epoch [5][950/5863] lr: 2.376e-06, eta: 4:33:27, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0434, loss_cls: 0.0858, acc: 96.8066, loss_bbox: 0.0804, loss: 0.2203, grad_norm: 5.3503
2022-07-06 13:27:00,937 - mmdet - INFO - Epoch [5][1000/5863] lr: 2.376e-06, eta: 4:33:08, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0330, loss_cls: 0.0861, acc: 96.5547, loss_bbox: 0.1019, loss: 0.2296, grad_norm: 5.6296
2022-07-06 13:27:18,488 - mmdet - INFO - Epoch [5][1050/5863] lr: 2.376e-06, eta: 4:32:50, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0431, loss_cls: 0.0907, acc: 96.5488, loss_bbox: 0.1066, loss: 0.2504, grad_norm: 5.3249
2022-07-06 13:27:36,060 - mmdet - INFO - Epoch [5][1100/5863] lr: 2.376e-06, eta: 4:32:32, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0335, loss_cls: 0.0757, acc: 97.1523, loss_bbox: 0.0902, loss: 0.2090, grad_norm: 4.5070
2022-07-06 13:27:53,529 - mmdet - INFO - Epoch [5][1150/5863] lr: 2.376e-06, eta: 4:32:13, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0392, loss_cls: 0.0723, acc: 97.2012, loss_bbox: 0.0737, loss: 0.1936, grad_norm: 4.8897
2022-07-06 13:28:11,054 - mmdet - INFO - Epoch [5][1200/5863] lr: 2.376e-06, eta: 4:31:55, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0089, loss_rpn_bbox: 0.0242, loss_cls: 0.0916, acc: 96.4570, loss_bbox: 0.1110, loss: 0.2356, grad_norm: 5.4900
2022-07-06 13:28:28,533 - mmdet - INFO - Epoch [5][1250/5863] lr: 2.376e-06, eta: 4:31:36, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0289, loss_cls: 0.1012, acc: 96.3047, loss_bbox: 0.0894, loss: 0.2273, grad_norm: 5.1054
2022-07-06 13:28:46,052 - mmdet - INFO - Epoch [5][1300/5863] lr: 2.376e-06, eta: 4:31:18, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0343, loss_cls: 0.0959, acc: 96.2520, loss_bbox: 0.1069, loss: 0.2467, grad_norm: 5.5702
2022-07-06 13:29:03,533 - mmdet - INFO - Epoch [5][1350/5863] lr: 2.376e-06, eta: 4:30:59, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0326, loss_cls: 0.0689, acc: 97.3926, loss_bbox: 0.0736, loss: 0.1826, grad_norm: 4.6233
2022-07-06 13:29:21,101 - mmdet - INFO - Epoch [5][1400/5863] lr: 2.376e-06, eta: 4:30:41, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0390, loss_cls: 0.0883, acc: 96.3203, loss_bbox: 0.0876, loss: 0.2267, grad_norm: 5.3555
2022-07-06 13:29:38,619 - mmdet - INFO - Epoch [5][1450/5863] lr: 2.376e-06, eta: 4:30:22, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0398, loss_cls: 0.0760, acc: 97.2129, loss_bbox: 0.0813, loss: 0.2095, grad_norm: 5.1441
2022-07-06 13:29:56,246 - mmdet - INFO - Epoch [5][1500/5863] lr: 2.376e-06, eta: 4:30:04, time: 0.353, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0374, loss_cls: 0.0739, acc: 97.1172, loss_bbox: 0.0783, loss: 0.2020, grad_norm: 5.1976
2022-07-06 13:30:13,998 - mmdet - INFO - Epoch [5][1550/5863] lr: 2.376e-06, eta: 4:29:46, time: 0.355, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0358, loss_cls: 0.0833, acc: 96.8711, loss_bbox: 0.0776, loss: 0.2092, grad_norm: 5.7359
2022-07-06 13:30:31,802 - mmdet - INFO - Epoch [5][1600/5863] lr: 2.376e-06, eta: 4:29:28, time: 0.356, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0112, loss_rpn_bbox: 0.0369, loss_cls: 0.0914, acc: 96.8730, loss_bbox: 0.0614, loss: 0.2009, grad_norm: 4.4769
2022-07-06 13:30:49,440 - mmdet - INFO - Epoch [5][1650/5863] lr: 2.376e-06, eta: 4:29:10, time: 0.353, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0499, loss_cls: 0.0891, acc: 96.3809, loss_bbox: 0.1046, loss: 0.2545, grad_norm: 5.6250
2022-07-06 13:31:06,971 - mmdet - INFO - Epoch [5][1700/5863] lr: 2.376e-06, eta: 4:28:51, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0417, loss_cls: 0.0841, acc: 96.6270, loss_bbox: 0.0849, loss: 0.2233, grad_norm: 5.3850
2022-07-06 13:31:24,520 - mmdet - INFO - Epoch [5][1750/5863] lr: 2.376e-06, eta: 4:28:33, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0388, loss_cls: 0.0966, acc: 96.4219, loss_bbox: 0.0992, loss: 0.2456, grad_norm: 5.3324
2022-07-06 13:31:42,285 - mmdet - INFO - Epoch [5][1800/5863] lr: 2.376e-06, eta: 4:28:15, time: 0.355, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0243, loss_cls: 0.0707, acc: 97.3594, loss_bbox: 0.0944, loss: 0.1940, grad_norm: 4.6379
2022-07-06 13:31:59,840 - mmdet - INFO - Epoch [5][1850/5863] lr: 2.376e-06, eta: 4:27:57, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0336, loss_cls: 0.0790, acc: 96.9863, loss_bbox: 0.0816, loss: 0.2046, grad_norm: 5.0890
2022-07-06 13:32:17,419 - mmdet - INFO - Epoch [5][1900/5863] lr: 2.376e-06, eta: 4:27:38, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0269, loss_cls: 0.0783, acc: 96.9844, loss_bbox: 0.0758, loss: 0.1941, grad_norm: 4.8375
2022-07-06 13:32:34,962 - mmdet - INFO - Epoch [5][1950/5863] lr: 2.376e-06, eta: 4:27:20, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0377, loss_cls: 0.0819, acc: 96.7344, loss_bbox: 0.0806, loss: 0.2118, grad_norm: 4.7408
2022-07-06 13:32:52,497 - mmdet - INFO - Epoch [5][2000/5863] lr: 2.376e-06, eta: 4:27:02, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0408, loss_cls: 0.0861, acc: 96.8340, loss_bbox: 0.0982, loss: 0.2411, grad_norm: 5.6783
2022-07-06 13:33:10,055 - mmdet - INFO - Epoch [5][2050/5863] lr: 2.376e-06, eta: 4:26:43, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0515, loss_cls: 0.1065, acc: 96.0879, loss_bbox: 0.0830, loss: 0.2520, grad_norm: 5.4677
2022-07-06 13:33:27,521 - mmdet - INFO - Epoch [5][2100/5863] lr: 2.376e-06, eta: 4:26:25, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0441, loss_cls: 0.1061, acc: 95.8730, loss_bbox: 0.0882, loss: 0.2545, grad_norm: 5.8310
2022-07-06 13:33:46,552 - mmdet - INFO - Epoch [5][2150/5863] lr: 2.376e-06, eta: 4:26:09, time: 0.381, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0349, loss_cls: 0.0981, acc: 96.7148, loss_bbox: 0.0798, loss: 0.2244, grad_norm: 6.1312
2022-07-06 13:34:04,060 - mmdet - INFO - Epoch [5][2200/5863] lr: 2.376e-06, eta: 4:25:51, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0419, loss_cls: 0.0996, acc: 96.3184, loss_bbox: 0.1016, loss: 0.2570, grad_norm: 5.3949
2022-07-06 13:34:21,666 - mmdet - INFO - Epoch [5][2250/5863] lr: 2.376e-06, eta: 4:25:32, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0554, loss_cls: 0.0802, acc: 96.9766, loss_bbox: 0.0876, loss: 0.2343, grad_norm: 4.9602
2022-07-06 13:34:39,215 - mmdet - INFO - Epoch [5][2300/5863] lr: 2.376e-06, eta: 4:25:14, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0271, loss_cls: 0.0803, acc: 96.9492, loss_bbox: 0.0886, loss: 0.2061, grad_norm: 4.5267
2022-07-06 13:34:56,769 - mmdet - INFO - Epoch [5][2350/5863] lr: 2.376e-06, eta: 4:24:56, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0324, loss_cls: 0.0769, acc: 97.0664, loss_bbox: 0.0687, loss: 0.1891, grad_norm: 5.2897
2022-07-06 13:35:15,999 - mmdet - INFO - Epoch [5][2400/5863] lr: 2.376e-06, eta: 4:24:40, time: 0.385, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0496, loss_cls: 0.0825, acc: 96.7871, loss_bbox: 0.0835, loss: 0.2262, grad_norm: 5.4952
2022-07-06 13:35:35,591 - mmdet - INFO - Epoch [5][2450/5863] lr: 2.376e-06, eta: 4:24:25, time: 0.392, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0399, loss_cls: 0.0973, acc: 96.5488, loss_bbox: 0.0960, loss: 0.2507, grad_norm: 6.3496
2022-07-06 13:35:53,101 - mmdet - INFO - Epoch [5][2500/5863] lr: 2.376e-06, eta: 4:24:07, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0432, loss_cls: 0.0859, acc: 96.6621, loss_bbox: 0.0998, loss: 0.2430, grad_norm: 5.4120
2022-07-06 13:36:12,216 - mmdet - INFO - Epoch [5][2550/5863] lr: 2.376e-06, eta: 4:23:51, time: 0.382, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0686, loss_cls: 0.0995, acc: 96.1426, loss_bbox: 0.1169, loss: 0.3005, grad_norm: 6.3963
2022-07-06 13:36:29,788 - mmdet - INFO - Epoch [5][2600/5863] lr: 2.376e-06, eta: 4:23:33, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0321, loss_cls: 0.0934, acc: 96.3516, loss_bbox: 0.0954, loss: 0.2316, grad_norm: 5.2539
2022-07-06 13:36:47,294 - mmdet - INFO - Epoch [5][2650/5863] lr: 2.376e-06, eta: 4:23:15, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0372, loss_cls: 0.0922, acc: 96.4199, loss_bbox: 0.1087, loss: 0.2532, grad_norm: 5.6412
2022-07-06 13:37:04,850 - mmdet - INFO - Epoch [5][2700/5863] lr: 2.376e-06, eta: 4:22:56, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0310, loss_cls: 0.0795, acc: 97.1465, loss_bbox: 0.0807, loss: 0.2004, grad_norm: 4.9347
2022-07-06 13:37:22,381 - mmdet - INFO - Epoch [5][2750/5863] lr: 2.376e-06, eta: 4:22:38, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0436, loss_cls: 0.0745, acc: 97.0859, loss_bbox: 0.0802, loss: 0.2095, grad_norm: 5.0759
2022-07-06 13:37:39,920 - mmdet - INFO - Epoch [5][2800/5863] lr: 2.376e-06, eta: 4:22:20, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0084, loss_rpn_bbox: 0.0521, loss_cls: 0.0939, acc: 96.2891, loss_bbox: 0.1308, loss: 0.2852, grad_norm: 5.3416
2022-07-06 13:37:57,456 - mmdet - INFO - Epoch [5][2850/5863] lr: 2.376e-06, eta: 4:22:01, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0623, loss_cls: 0.0820, acc: 96.7949, loss_bbox: 0.1129, loss: 0.2677, grad_norm: 5.7954
2022-07-06 13:38:15,022 - mmdet - INFO - Epoch [5][2900/5863] lr: 2.376e-06, eta: 4:21:43, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0546, loss_cls: 0.0959, acc: 96.3867, loss_bbox: 0.1200, loss: 0.2840, grad_norm: 5.7393
2022-07-06 13:38:32,468 - mmdet - INFO - Epoch [5][2950/5863] lr: 2.376e-06, eta: 4:21:24, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0588, loss_cls: 0.0770, acc: 96.9492, loss_bbox: 0.1052, loss: 0.2538, grad_norm: 5.4535
2022-07-06 13:38:49,899 - mmdet - INFO - Epoch [5][3000/5863] lr: 2.376e-06, eta: 4:21:06, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0436, loss_cls: 0.0857, acc: 96.8027, loss_bbox: 0.0908, loss: 0.2316, grad_norm: 5.7842
2022-07-06 13:39:07,419 - mmdet - INFO - Epoch [5][3050/5863] lr: 2.376e-06, eta: 4:20:47, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0472, loss_cls: 0.0854, acc: 96.6602, loss_bbox: 0.0917, loss: 0.2341, grad_norm: 5.4759
2022-07-06 13:39:24,955 - mmdet - INFO - Epoch [5][3100/5863] lr: 2.376e-06, eta: 4:20:29, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0306, loss_cls: 0.0789, acc: 96.9453, loss_bbox: 0.0792, loss: 0.1981, grad_norm: 4.9010
2022-07-06 13:39:42,538 - mmdet - INFO - Epoch [5][3150/5863] lr: 2.376e-06, eta: 4:20:11, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0447, loss_cls: 0.0879, acc: 96.7461, loss_bbox: 0.0876, loss: 0.2343, grad_norm: 5.1573
2022-07-06 13:40:00,095 - mmdet - INFO - Epoch [5][3200/5863] lr: 2.376e-06, eta: 4:19:53, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0342, loss_cls: 0.0858, acc: 96.6387, loss_bbox: 0.0946, loss: 0.2284, grad_norm: 5.3984
2022-07-06 13:40:17,605 - mmdet - INFO - Epoch [5][3250/5863] lr: 2.376e-06, eta: 4:19:34, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0327, loss_cls: 0.0841, acc: 96.7754, loss_bbox: 0.0940, loss: 0.2216, grad_norm: 5.2236
2022-07-06 13:40:35,201 - mmdet - INFO - Epoch [5][3300/5863] lr: 2.376e-06, eta: 4:19:16, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0390, loss_cls: 0.0767, acc: 96.9805, loss_bbox: 0.0872, loss: 0.2116, grad_norm: 4.6171
2022-07-06 13:40:52,979 - mmdet - INFO - Epoch [5][3350/5863] lr: 2.376e-06, eta: 4:18:58, time: 0.356, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0412, loss_cls: 0.0941, acc: 96.3379, loss_bbox: 0.0902, loss: 0.2365, grad_norm: 5.3783
2022-07-06 13:41:10,454 - mmdet - INFO - Epoch [5][3400/5863] lr: 2.376e-06, eta: 4:18:40, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0294, loss_cls: 0.0747, acc: 97.0215, loss_bbox: 0.0759, loss: 0.1880, grad_norm: 4.4237
2022-07-06 13:41:27,919 - mmdet - INFO - Epoch [5][3450/5863] lr: 2.376e-06, eta: 4:18:21, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0372, loss_cls: 0.0927, acc: 96.5137, loss_bbox: 0.0958, loss: 0.2363, grad_norm: 5.1480
2022-07-06 13:41:45,395 - mmdet - INFO - Epoch [5][3500/5863] lr: 2.376e-06, eta: 4:18:03, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0184, loss_cls: 0.0842, acc: 97.0137, loss_bbox: 0.0631, loss: 0.1739, grad_norm: 4.9038
2022-07-06 13:42:03,023 - mmdet - INFO - Epoch [5][3550/5863] lr: 2.376e-06, eta: 4:17:45, time: 0.353, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0332, loss_cls: 0.0975, acc: 96.3613, loss_bbox: 0.1185, loss: 0.2597, grad_norm: 5.3098
2022-07-06 13:42:20,609 - mmdet - INFO - Epoch [5][3600/5863] lr: 2.376e-06, eta: 4:17:26, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0396, loss_cls: 0.0804, acc: 96.9609, loss_bbox: 0.0719, loss: 0.2024, grad_norm: 4.5572
2022-07-06 13:42:38,125 - mmdet - INFO - Epoch [5][3650/5863] lr: 2.376e-06, eta: 4:17:08, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0262, loss_cls: 0.0775, acc: 97.0391, loss_bbox: 0.0898, loss: 0.2019, grad_norm: 5.0405
2022-07-06 13:42:55,663 - mmdet - INFO - Epoch [5][3700/5863] lr: 2.376e-06, eta: 4:16:50, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0349, loss_cls: 0.0822, acc: 96.8770, loss_bbox: 0.0975, loss: 0.2245, grad_norm: 4.9760
2022-07-06 13:43:13,213 - mmdet - INFO - Epoch [5][3750/5863] lr: 2.376e-06, eta: 4:16:31, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0324, loss_cls: 0.0797, acc: 96.8438, loss_bbox: 0.0780, loss: 0.2036, grad_norm: 5.0143
2022-07-06 13:43:30,718 - mmdet - INFO - Epoch [5][3800/5863] lr: 2.376e-06, eta: 4:16:13, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0101, loss_rpn_bbox: 0.0331, loss_cls: 0.0823, acc: 96.7988, loss_bbox: 0.0750, loss: 0.2005, grad_norm: 5.1141
2022-07-06 13:43:48,240 - mmdet - INFO - Epoch [5][3850/5863] lr: 2.376e-06, eta: 4:15:55, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0110, loss_rpn_bbox: 0.0371, loss_cls: 0.0804, acc: 96.8984, loss_bbox: 0.0979, loss: 0.2264, grad_norm: 4.7973
2022-07-06 13:44:05,711 - mmdet - INFO - Epoch [5][3900/5863] lr: 2.376e-06, eta: 4:15:36, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0434, loss_cls: 0.0795, acc: 96.8711, loss_bbox: 0.0783, loss: 0.2121, grad_norm: 4.9034
2022-07-06 13:44:23,153 - mmdet - INFO - Epoch [5][3950/5863] lr: 2.376e-06, eta: 4:15:18, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0267, loss_cls: 0.0912, acc: 96.6699, loss_bbox: 0.0832, loss: 0.2093, grad_norm: 5.5377
2022-07-06 13:44:40,692 - mmdet - INFO - Epoch [5][4000/5863] lr: 2.376e-06, eta: 4:15:00, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0089, loss_rpn_bbox: 0.0260, loss_cls: 0.0920, acc: 96.5977, loss_bbox: 0.0953, loss: 0.2222, grad_norm: 5.0136
2022-07-06 13:45:01,794 - mmdet - INFO - Epoch [5][4050/5863] lr: 2.376e-06, eta: 4:14:47, time: 0.422, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0110, loss_rpn_bbox: 0.0322, loss_cls: 0.0921, acc: 96.4551, loss_bbox: 0.0936, loss: 0.2289, grad_norm: 5.0535
2022-07-06 13:45:21,218 - mmdet - INFO - Epoch [5][4100/5863] lr: 2.376e-06, eta: 4:14:31, time: 0.388, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0509, loss_cls: 0.1009, acc: 96.2344, loss_bbox: 0.0911, loss: 0.2537, grad_norm: 5.8992
2022-07-06 13:45:38,634 - mmdet - INFO - Epoch [5][4150/5863] lr: 2.376e-06, eta: 4:14:13, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0274, loss_cls: 0.0758, acc: 97.0020, loss_bbox: 0.0901, loss: 0.2001, grad_norm: 4.9598
2022-07-06 13:45:56,212 - mmdet - INFO - Epoch [5][4200/5863] lr: 2.376e-06, eta: 4:13:55, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0274, loss_cls: 0.0857, acc: 96.7090, loss_bbox: 0.1065, loss: 0.2299, grad_norm: 4.8951
2022-07-06 13:46:13,699 - mmdet - INFO - Epoch [5][4250/5863] lr: 2.376e-06, eta: 4:13:36, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0343, loss_cls: 0.0824, acc: 96.8633, loss_bbox: 0.0898, loss: 0.2162, grad_norm: 5.1218
2022-07-06 13:46:31,156 - mmdet - INFO - Epoch [5][4300/5863] lr: 2.376e-06, eta: 4:13:18, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0244, loss_cls: 0.0748, acc: 97.0566, loss_bbox: 0.0761, loss: 0.1831, grad_norm: 4.7561
2022-07-06 13:46:48,694 - mmdet - INFO - Epoch [5][4350/5863] lr: 2.376e-06, eta: 4:13:00, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0370, loss_cls: 0.0819, acc: 96.8105, loss_bbox: 0.0769, loss: 0.2113, grad_norm: 4.7800
2022-07-06 13:47:06,188 - mmdet - INFO - Epoch [5][4400/5863] lr: 2.376e-06, eta: 4:12:41, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0350, loss_cls: 0.0835, acc: 96.7891, loss_bbox: 0.0918, loss: 0.2232, grad_norm: 5.7955
2022-07-06 13:47:23,669 - mmdet - INFO - Epoch [5][4450/5863] lr: 2.376e-06, eta: 4:12:23, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0328, loss_cls: 0.0749, acc: 96.9980, loss_bbox: 0.0798, loss: 0.1974, grad_norm: 5.1413
2022-07-06 13:47:41,117 - mmdet - INFO - Epoch [5][4500/5863] lr: 2.376e-06, eta: 4:12:04, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0480, loss_cls: 0.0858, acc: 96.6328, loss_bbox: 0.0924, loss: 0.2368, grad_norm: 5.5746
2022-07-06 13:47:58,579 - mmdet - INFO - Epoch [5][4550/5863] lr: 2.376e-06, eta: 4:11:46, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0285, loss_cls: 0.0808, acc: 96.9395, loss_bbox: 0.0802, loss: 0.2007, grad_norm: 5.3715
2022-07-06 13:48:16,066 - mmdet - INFO - Epoch [5][4600/5863] lr: 2.376e-06, eta: 4:11:28, time: 0.350, data_time: 0.004, memory: 9057, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0352, loss_cls: 0.0961, acc: 96.0703, loss_bbox: 0.1038, loss: 0.2443, grad_norm: 5.8256
2022-07-06 13:48:33,541 - mmdet - INFO - Epoch [5][4650/5863] lr: 2.376e-06, eta: 4:11:09, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0378, loss_cls: 0.0800, acc: 96.7969, loss_bbox: 0.0879, loss: 0.2142, grad_norm: 5.4632
2022-07-06 13:48:52,402 - mmdet - INFO - Epoch [5][4700/5863] lr: 2.376e-06, eta: 4:10:53, time: 0.377, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0414, loss_cls: 0.0928, acc: 96.5898, loss_bbox: 0.0823, loss: 0.2390, grad_norm: 5.2345
2022-07-06 13:49:09,903 - mmdet - INFO - Epoch [5][4750/5863] lr: 2.376e-06, eta: 4:10:35, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0370, loss_cls: 0.0951, acc: 96.6895, loss_bbox: 0.0955, loss: 0.2384, grad_norm: 5.2549
2022-07-06 13:49:27,433 - mmdet - INFO - Epoch [5][4800/5863] lr: 2.376e-06, eta: 4:10:16, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0397, loss_cls: 0.0873, acc: 96.7910, loss_bbox: 0.0910, loss: 0.2292, grad_norm: 5.7738
2022-07-06 13:49:44,940 - mmdet - INFO - Epoch [5][4850/5863] lr: 2.376e-06, eta: 4:09:58, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0335, loss_cls: 0.0665, acc: 97.5117, loss_bbox: 0.0759, loss: 0.1856, grad_norm: 5.2793
2022-07-06 13:50:02,362 - mmdet - INFO - Epoch [5][4900/5863] lr: 2.376e-06, eta: 4:09:40, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0448, loss_cls: 0.0940, acc: 96.5078, loss_bbox: 0.0809, loss: 0.2263, grad_norm: 5.1567
2022-07-06 13:50:19,918 - mmdet - INFO - Epoch [5][4950/5863] lr: 2.376e-06, eta: 4:09:21, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0393, loss_cls: 0.0780, acc: 97.0430, loss_bbox: 0.0843, loss: 0.2183, grad_norm: 5.3972
2022-07-06 13:50:38,927 - mmdet - INFO - Epoch [5][5000/5863] lr: 2.376e-06, eta: 4:09:05, time: 0.380, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0265, loss_cls: 0.0898, acc: 96.5840, loss_bbox: 0.0802, loss: 0.2082, grad_norm: 4.9675
2022-07-06 13:50:56,401 - mmdet - INFO - Epoch [5][5050/5863] lr: 2.376e-06, eta: 4:08:47, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0295, loss_cls: 0.0799, acc: 96.7734, loss_bbox: 0.0910, loss: 0.2106, grad_norm: 4.7387
2022-07-06 13:51:13,904 - mmdet - INFO - Epoch [5][5100/5863] lr: 2.376e-06, eta: 4:08:29, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0296, loss_cls: 0.0789, acc: 96.8027, loss_bbox: 0.0754, loss: 0.1915, grad_norm: 4.8924
2022-07-06 13:51:31,391 - mmdet - INFO - Epoch [5][5150/5863] lr: 2.376e-06, eta: 4:08:10, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0321, loss_cls: 0.0725, acc: 97.1289, loss_bbox: 0.1015, loss: 0.2158, grad_norm: 5.4396
2022-07-06 13:51:48,880 - mmdet - INFO - Epoch [5][5200/5863] lr: 2.376e-06, eta: 4:07:52, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0344, loss_cls: 0.0864, acc: 96.4688, loss_bbox: 0.0889, loss: 0.2210, grad_norm: 5.6247
2022-07-06 13:52:06,307 - mmdet - INFO - Epoch [5][5250/5863] lr: 2.376e-06, eta: 4:07:34, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0327, loss_cls: 0.0864, acc: 96.6680, loss_bbox: 0.0813, loss: 0.2092, grad_norm: 5.1192
2022-07-06 13:52:23,827 - mmdet - INFO - Epoch [5][5300/5863] lr: 2.376e-06, eta: 4:07:15, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0388, loss_cls: 0.0764, acc: 96.9277, loss_bbox: 0.0823, loss: 0.2063, grad_norm: 5.1112
2022-07-06 13:52:41,250 - mmdet - INFO - Epoch [5][5350/5863] lr: 2.376e-06, eta: 4:06:57, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0361, loss_cls: 0.0762, acc: 97.0762, loss_bbox: 0.0764, loss: 0.1984, grad_norm: 5.0595
2022-07-06 13:53:01,623 - mmdet - INFO - Epoch [5][5400/5863] lr: 2.376e-06, eta: 4:06:43, time: 0.407, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0314, loss_cls: 0.0874, acc: 96.8320, loss_bbox: 0.0857, loss: 0.2143, grad_norm: 5.6079
2022-07-06 13:53:20,571 - mmdet - INFO - Epoch [5][5450/5863] lr: 2.376e-06, eta: 4:06:26, time: 0.379, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0456, loss_cls: 0.0885, acc: 96.5801, loss_bbox: 0.1040, loss: 0.2471, grad_norm: 5.8399
2022-07-06 13:53:38,093 - mmdet - INFO - Epoch [5][5500/5863] lr: 2.376e-06, eta: 4:06:08, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0405, loss_cls: 0.0811, acc: 96.9277, loss_bbox: 0.0769, loss: 0.2084, grad_norm: 5.0252
2022-07-06 13:53:55,657 - mmdet - INFO - Epoch [5][5550/5863] lr: 2.376e-06, eta: 4:05:50, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0329, loss_cls: 0.0811, acc: 96.8164, loss_bbox: 0.0861, loss: 0.2100, grad_norm: 5.0168
2022-07-06 13:54:13,250 - mmdet - INFO - Epoch [5][5600/5863] lr: 2.376e-06, eta: 4:05:32, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0437, loss_cls: 0.0893, acc: 96.5293, loss_bbox: 0.0753, loss: 0.2176, grad_norm: 5.3009
2022-07-06 13:54:30,860 - mmdet - INFO - Epoch [5][5650/5863] lr: 2.376e-06, eta: 4:05:14, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0336, loss_cls: 0.0963, acc: 96.3262, loss_bbox: 0.1188, loss: 0.2617, grad_norm: 5.6599
2022-07-06 13:54:48,450 - mmdet - INFO - Epoch [5][5700/5863] lr: 2.376e-06, eta: 4:04:55, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0426, loss_cls: 0.0887, acc: 96.6016, loss_bbox: 0.0829, loss: 0.2279, grad_norm: 5.6741
2022-07-06 13:55:05,986 - mmdet - INFO - Epoch [5][5750/5863] lr: 2.376e-06, eta: 4:04:37, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0287, loss_cls: 0.0878, acc: 96.6816, loss_bbox: 0.0828, loss: 0.2124, grad_norm: 4.8746
2022-07-06 13:55:23,503 - mmdet - INFO - Epoch [5][5800/5863] lr: 2.376e-06, eta: 4:04:19, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0089, loss_rpn_bbox: 0.0261, loss_cls: 0.0725, acc: 97.1445, loss_bbox: 0.0828, loss: 0.1903, grad_norm: 4.7627
2022-07-06 13:55:41,100 - mmdet - INFO - Epoch [5][5850/5863] lr: 2.376e-06, eta: 4:04:01, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0308, loss_cls: 0.0742, acc: 97.0996, loss_bbox: 0.0803, loss: 0.1942, grad_norm: 4.7104
2022-07-06 13:55:46,001 - mmdet - INFO - Saving checkpoint at 5 epochs
2022-07-06 13:56:20,576 - mmdet - INFO - Epoch [6][50/5863] lr: 2.376e-06, eta: 4:03:52, time: 0.646, data_time: 0.294, memory: 9057, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0346, loss_cls: 0.0706, acc: 97.1719, loss_bbox: 0.0806, loss: 0.1913, grad_norm: 4.8688
2022-07-06 13:56:38,125 - mmdet - INFO - Epoch [6][100/5863] lr: 2.376e-06, eta: 4:03:34, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0450, loss_cls: 0.0822, acc: 96.6699, loss_bbox: 0.0985, loss: 0.2397, grad_norm: 5.2151
2022-07-06 13:56:55,655 - mmdet - INFO - Epoch [6][150/5863] lr: 2.376e-06, eta: 4:03:15, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0231, loss_cls: 0.0665, acc: 97.3457, loss_bbox: 0.0705, loss: 0.1666, grad_norm: 4.2244
2022-07-06 13:57:13,198 - mmdet - INFO - Epoch [6][200/5863] lr: 2.376e-06, eta: 4:02:57, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0312, loss_cls: 0.0738, acc: 97.1914, loss_bbox: 0.0739, loss: 0.1854, grad_norm: 4.3824
2022-07-06 13:57:30,806 - mmdet - INFO - Epoch [6][250/5863] lr: 2.376e-06, eta: 4:02:39, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0307, loss_cls: 0.0761, acc: 97.0449, loss_bbox: 0.0817, loss: 0.1957, grad_norm: 4.6997
2022-07-06 13:57:48,270 - mmdet - INFO - Epoch [6][300/5863] lr: 2.376e-06, eta: 4:02:21, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0105, loss_rpn_bbox: 0.0457, loss_cls: 0.0822, acc: 96.7871, loss_bbox: 0.0826, loss: 0.2211, grad_norm: 5.0767
2022-07-06 13:58:05,722 - mmdet - INFO - Epoch [6][350/5863] lr: 2.376e-06, eta: 4:02:02, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0302, loss_cls: 0.0746, acc: 97.1523, loss_bbox: 0.0625, loss: 0.1762, grad_norm: 4.6143
2022-07-06 13:58:23,208 - mmdet - INFO - Epoch [6][400/5863] lr: 2.376e-06, eta: 4:01:44, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0429, loss_cls: 0.0702, acc: 97.2363, loss_bbox: 0.0711, loss: 0.1941, grad_norm: 4.6699
2022-07-06 13:58:40,655 - mmdet - INFO - Epoch [6][450/5863] lr: 2.376e-06, eta: 4:01:26, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0385, loss_cls: 0.0905, acc: 96.4453, loss_bbox: 0.0994, loss: 0.2457, grad_norm: 5.0654
2022-07-06 13:58:58,161 - mmdet - INFO - Epoch [6][500/5863] lr: 2.376e-06, eta: 4:01:07, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0272, loss_cls: 0.0783, acc: 96.8438, loss_bbox: 0.0791, loss: 0.1937, grad_norm: 4.4167
2022-07-06 13:59:18,743 - mmdet - INFO - Epoch [6][550/5863] lr: 2.376e-06, eta: 4:00:53, time: 0.412, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0574, loss_cls: 0.0846, acc: 96.7441, loss_bbox: 0.0868, loss: 0.2381, grad_norm: 5.0015
2022-07-06 13:59:36,285 - mmdet - INFO - Epoch [6][600/5863] lr: 2.376e-06, eta: 4:00:35, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0448, loss_cls: 0.0762, acc: 97.0449, loss_bbox: 0.0648, loss: 0.1979, grad_norm: 4.8961
2022-07-06 13:59:53,724 - mmdet - INFO - Epoch [6][650/5863] lr: 2.376e-06, eta: 4:00:16, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0361, loss_cls: 0.0850, acc: 96.7539, loss_bbox: 0.0856, loss: 0.2157, grad_norm: 5.2449
2022-07-06 14:00:11,224 - mmdet - INFO - Epoch [6][700/5863] lr: 2.376e-06, eta: 3:59:58, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0320, loss_cls: 0.0783, acc: 97.0039, loss_bbox: 0.0759, loss: 0.1972, grad_norm: 4.8937
2022-07-06 14:00:28,823 - mmdet - INFO - Epoch [6][750/5863] lr: 2.376e-06, eta: 3:59:40, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0369, loss_cls: 0.0822, acc: 96.9121, loss_bbox: 0.0901, loss: 0.2188, grad_norm: 5.4501
2022-07-06 14:00:46,400 - mmdet - INFO - Epoch [6][800/5863] lr: 2.376e-06, eta: 3:59:22, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0339, loss_cls: 0.0761, acc: 96.9297, loss_bbox: 0.0825, loss: 0.1996, grad_norm: 4.9712
2022-07-06 14:01:03,976 - mmdet - INFO - Epoch [6][850/5863] lr: 2.376e-06, eta: 3:59:04, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0348, loss_cls: 0.0877, acc: 96.5605, loss_bbox: 0.0883, loss: 0.2220, grad_norm: 5.5503
2022-07-06 14:01:21,595 - mmdet - INFO - Epoch [6][900/5863] lr: 2.376e-06, eta: 3:58:45, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0344, loss_cls: 0.0947, acc: 96.3125, loss_bbox: 0.0884, loss: 0.2270, grad_norm: 4.9684
2022-07-06 14:01:39,144 - mmdet - INFO - Epoch [6][950/5863] lr: 2.376e-06, eta: 3:58:27, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0210, loss_cls: 0.0756, acc: 97.2090, loss_bbox: 0.0667, loss: 0.1688, grad_norm: 4.5389
2022-07-06 14:01:56,848 - mmdet - INFO - Epoch [6][1000/5863] lr: 2.376e-06, eta: 3:58:09, time: 0.354, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0310, loss_cls: 0.0813, acc: 96.7734, loss_bbox: 0.0729, loss: 0.1965, grad_norm: 4.8253
2022-07-06 14:02:14,393 - mmdet - INFO - Epoch [6][1050/5863] lr: 2.376e-06, eta: 3:57:51, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0294, loss_cls: 0.0890, acc: 96.5918, loss_bbox: 0.0850, loss: 0.2105, grad_norm: 4.9859
2022-07-06 14:02:31,875 - mmdet - INFO - Epoch [6][1100/5863] lr: 2.376e-06, eta: 3:57:33, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0225, loss_cls: 0.0715, acc: 97.1348, loss_bbox: 0.0785, loss: 0.1818, grad_norm: 4.4743
2022-07-06 14:02:49,517 - mmdet - INFO - Epoch [6][1150/5863] lr: 2.376e-06, eta: 3:57:14, time: 0.353, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0211, loss_cls: 0.0666, acc: 97.4492, loss_bbox: 0.0634, loss: 0.1580, grad_norm: 4.2248
2022-07-06 14:03:07,121 - mmdet - INFO - Epoch [6][1200/5863] lr: 2.376e-06, eta: 3:56:56, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0353, loss_cls: 0.0741, acc: 97.0703, loss_bbox: 0.0713, loss: 0.1973, grad_norm: 4.6170
2022-07-06 14:03:26,243 - mmdet - INFO - Epoch [6][1250/5863] lr: 2.376e-06, eta: 3:56:40, time: 0.382, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0451, loss_cls: 0.0772, acc: 96.9336, loss_bbox: 0.1100, loss: 0.2414, grad_norm: 4.9398
2022-07-06 14:03:43,799 - mmdet - INFO - Epoch [6][1300/5863] lr: 2.376e-06, eta: 3:56:22, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0334, loss_cls: 0.0771, acc: 96.9258, loss_bbox: 0.1083, loss: 0.2290, grad_norm: 5.3934
2022-07-06 14:04:01,363 - mmdet - INFO - Epoch [6][1350/5863] lr: 2.376e-06, eta: 3:56:04, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0326, loss_cls: 0.0824, acc: 96.8887, loss_bbox: 0.0952, loss: 0.2192, grad_norm: 4.7048
2022-07-06 14:04:18,781 - mmdet - INFO - Epoch [6][1400/5863] lr: 2.376e-06, eta: 3:55:45, time: 0.348, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0350, loss_cls: 0.0867, acc: 96.5957, loss_bbox: 0.1018, loss: 0.2342, grad_norm: 5.1790
2022-07-06 14:04:36,291 - mmdet - INFO - Epoch [6][1450/5863] lr: 2.376e-06, eta: 3:55:27, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0409, loss_cls: 0.0956, acc: 96.6230, loss_bbox: 0.1146, loss: 0.2602, grad_norm: 4.9153
2022-07-06 14:04:53,989 - mmdet - INFO - Epoch [6][1500/5863] lr: 2.376e-06, eta: 3:55:09, time: 0.354, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0346, loss_cls: 0.0769, acc: 96.9629, loss_bbox: 0.0851, loss: 0.2046, grad_norm: 4.7833
2022-07-06 14:05:11,627 - mmdet - INFO - Epoch [6][1550/5863] lr: 2.376e-06, eta: 3:54:51, time: 0.353, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0328, loss_cls: 0.0825, acc: 96.8242, loss_bbox: 0.0957, loss: 0.2197, grad_norm: 4.5788
2022-07-06 14:05:29,188 - mmdet - INFO - Epoch [6][1600/5863] lr: 2.376e-06, eta: 3:54:33, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0262, loss_cls: 0.0715, acc: 97.2812, loss_bbox: 0.0783, loss: 0.1842, grad_norm: 4.5685
2022-07-06 14:05:46,705 - mmdet - INFO - Epoch [6][1650/5863] lr: 2.376e-06, eta: 3:54:14, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0306, loss_cls: 0.0716, acc: 97.2363, loss_bbox: 0.0688, loss: 0.1768, grad_norm: 4.7704
2022-07-06 14:06:04,308 - mmdet - INFO - Epoch [6][1700/5863] lr: 2.376e-06, eta: 3:53:56, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0386, loss_cls: 0.0894, acc: 96.6016, loss_bbox: 0.0903, loss: 0.2270, grad_norm: 5.3870
2022-07-06 14:06:23,226 - mmdet - INFO - Epoch [6][1750/5863] lr: 2.376e-06, eta: 3:53:40, time: 0.378, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0286, loss_cls: 0.0835, acc: 96.8535, loss_bbox: 0.0879, loss: 0.2087, grad_norm: 4.8474
2022-07-06 14:06:42,543 - mmdet - INFO - Epoch [6][1800/5863] lr: 2.376e-06, eta: 3:53:24, time: 0.386, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0553, loss_cls: 0.1006, acc: 96.2715, loss_bbox: 0.0944, loss: 0.2646, grad_norm: 5.6900
2022-07-06 14:07:00,109 - mmdet - INFO - Epoch [6][1850/5863] lr: 2.376e-06, eta: 3:53:06, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0363, loss_cls: 0.0828, acc: 96.7090, loss_bbox: 0.0869, loss: 0.2152, grad_norm: 4.8102
2022-07-06 14:07:17,827 - mmdet - INFO - Epoch [6][1900/5863] lr: 2.376e-06, eta: 3:52:48, time: 0.354, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0361, loss_cls: 0.0859, acc: 96.6562, loss_bbox: 0.0793, loss: 0.2111, grad_norm: 5.4671
2022-07-06 14:07:35,348 - mmdet - INFO - Epoch [6][1950/5863] lr: 2.376e-06, eta: 3:52:29, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0433, loss_cls: 0.0932, acc: 96.3516, loss_bbox: 0.0979, loss: 0.2467, grad_norm: 5.3505
2022-07-06 14:07:52,902 - mmdet - INFO - Epoch [6][2000/5863] lr: 2.376e-06, eta: 3:52:11, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0335, loss_cls: 0.0894, acc: 96.3281, loss_bbox: 0.1180, loss: 0.2493, grad_norm: 5.5205
2022-07-06 14:08:10,441 - mmdet - INFO - Epoch [6][2050/5863] lr: 2.376e-06, eta: 3:51:53, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0318, loss_cls: 0.0847, acc: 96.7969, loss_bbox: 0.0790, loss: 0.2070, grad_norm: 4.9173
2022-07-06 14:08:28,117 - mmdet - INFO - Epoch [6][2100/5863] lr: 2.376e-06, eta: 3:51:35, time: 0.353, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0368, loss_cls: 0.0763, acc: 96.9590, loss_bbox: 0.0838, loss: 0.2056, grad_norm: 4.7320
2022-07-06 14:08:45,723 - mmdet - INFO - Epoch [6][2150/5863] lr: 2.376e-06, eta: 3:51:17, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0355, loss_cls: 0.1012, acc: 96.2617, loss_bbox: 0.1117, loss: 0.2601, grad_norm: 5.9506
2022-07-06 14:09:03,257 - mmdet - INFO - Epoch [6][2200/5863] lr: 2.376e-06, eta: 3:50:59, time: 0.351, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0426, loss_cls: 0.0797, acc: 97.0117, loss_bbox: 0.0751, loss: 0.2076, grad_norm: 4.7132
2022-07-06 14:09:20,750 - mmdet - INFO - Epoch [6][2250/5863] lr: 2.376e-06, eta: 3:50:40, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0327, loss_cls: 0.0819, acc: 96.9062, loss_bbox: 0.0910, loss: 0.2131, grad_norm: 4.9314
2022-07-06 14:09:38,274 - mmdet - INFO - Epoch [6][2300/5863] lr: 2.376e-06, eta: 3:50:22, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0287, loss_cls: 0.0773, acc: 97.1816, loss_bbox: 0.0696, loss: 0.1880, grad_norm: 4.8585
2022-07-06 14:09:55,861 - mmdet - INFO - Epoch [6][2350/5863] lr: 2.376e-06, eta: 3:50:04, time: 0.352, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0300, loss_cls: 0.0799, acc: 96.9277, loss_bbox: 0.0848, loss: 0.2026, grad_norm: 4.2049
2022-07-06 14:10:13,333 - mmdet - INFO - Epoch [6][2400/5863] lr: 2.376e-06, eta: 3:49:46, time: 0.349, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0298, loss_cls: 0.0718, acc: 97.1035, loss_bbox: 0.0826, loss: 0.1928, grad_norm: 4.5636
2022-07-06 14:10:30,832 - mmdet - INFO - Epoch [6][2450/5863] lr: 2.376e-06, eta: 3:49:27, time: 0.350, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0223, loss_cls: 0.0752, acc: 97.1074, loss_bbox: 0.0625, loss: 0.1686, grad_norm: 4.7937
2022-07-06 14:10:52,022 - mmdet - INFO - Epoch [6][2500/5863] lr: 2.376e-06, eta: 3:49:14, time: 0.424, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0361, loss_cls: 0.0897, acc: 96.7578, loss_bbox: 0.1021, loss: 0.2370, grad_norm: 5.2321
2022-07-06 14:11:11,019 - mmdet - INFO - Epoch [6][2550/5863] lr: 2.376e-06, eta: 3:48:57, time: 0.380, data_time: 0.003, memory: 9057, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0440, loss_cls: 0.0887, acc: 96.7188, loss_bbox: 0.0928, loss: 0.2398, grad_norm: 6.0429