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faster_rcnn_orpn_our_rsp_vitae-nc-base-win-rvsa_v3_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15.log
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faster_rcnn_orpn_our_rsp_vitae-nc-base-win-rvsa_v3_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15.log
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2022-08-11 18:55:19,819 - 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
------------------------------------------------------------
2022-08-11 18:55:19,820 - mmdet - INFO - Distributed training: True
2022-08-11 18:55:20,636 - 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 = 'DOTADataset'
data_root = '/workspace/CV/users/wangdi153/Dataset/dota_1024/'
img_norm_cfg = dict(
mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)
train_pipeline = [
dict(type='LoadImageFromFile'),
dict(
type='LoadOBBAnnotations',
with_bbox=True,
with_label=True,
obb_as_mask=True),
dict(type='LoadDOTASpecialInfo'),
dict(type='Resize', img_scale=(1024, 1024), keep_ratio=True),
dict(type='OBBRandomFlip', h_flip_ratio=0.5, v_flip_ratio=0.5),
dict(
type='Normalize',
mean=[123.675, 116.28, 103.53],
std=[58.395, 57.12, 57.375],
to_rgb=True),
dict(
type='RandomOBBRotate',
rotate_after_flip=True,
angles=(0, 0),
vert_rate=0.5,
vert_cls=['roundabout', 'storage-tank']),
dict(type='Pad', size_divisor=1024),
dict(type='DOTASpecialIgnore', ignore_size=2),
dict(type='FliterEmpty'),
dict(type='Mask2OBB', obb_type='obb'),
dict(type='OBBDefaultFormatBundle'),
dict(
type='OBBCollect',
keys=['img', 'gt_bboxes', 'gt_obboxes', 'gt_labels'])
]
test_pipeline = [
dict(type='LoadImageFromFile'),
dict(
type='MultiScaleFlipRotateAug',
img_scale=[(1024, 1024)],
h_flip=False,
v_flip=False,
rotate=False,
transforms=[
dict(type='Resize', keep_ratio=True),
dict(type='OBBRandomFlip'),
dict(
type='Normalize',
mean=[123.675, 116.28, 103.53],
std=[58.395, 57.12, 57.375],
to_rgb=True),
dict(type='RandomOBBRotate', rotate_after_flip=True),
dict(type='Pad', size_divisor=1024),
dict(type='ImageToTensor', keys=['img']),
dict(type='OBBCollect', keys=['img'])
])
]
data = dict(
samples_per_gpu=1,
workers_per_gpu=2,
train=dict(
type='DOTADataset',
task='Task1',
ann_file=
'/workspace/CV/users/wangdi153/Dataset/dota_1024/trainval/annfiles/',
img_prefix=
'/workspace/CV/users/wangdi153/Dataset/dota_1024/trainval/images/',
pipeline=[
dict(type='LoadImageFromFile'),
dict(
type='LoadOBBAnnotations',
with_bbox=True,
with_label=True,
obb_as_mask=True),
dict(type='LoadDOTASpecialInfo'),
dict(type='Resize', img_scale=(1024, 1024), keep_ratio=True),
dict(type='OBBRandomFlip', h_flip_ratio=0.5, v_flip_ratio=0.5),
dict(
type='Normalize',
mean=[123.675, 116.28, 103.53],
std=[58.395, 57.12, 57.375],
to_rgb=True),
dict(
type='RandomOBBRotate',
rotate_after_flip=True,
angles=(0, 0),
vert_rate=0.5,
vert_cls=['roundabout', 'storage-tank']),
dict(type='Pad', size_divisor=1024),
dict(type='DOTASpecialIgnore', ignore_size=2),
dict(type='FliterEmpty'),
dict(type='Mask2OBB', obb_type='obb'),
dict(type='OBBDefaultFormatBundle'),
dict(
type='OBBCollect',
keys=['img', 'gt_bboxes', 'gt_obboxes', 'gt_labels'])
]),
test=dict(
type='DOTADataset',
task='Task1',
ann_file=
'/workspace/CV/users/wangdi153/Dataset/dota_1024/test/annfiles/',
img_prefix=
'/workspace/CV/users/wangdi153/Dataset/dota_1024/test/images/',
pipeline=[
dict(type='LoadImageFromFile'),
dict(
type='MultiScaleFlipRotateAug',
img_scale=[(1024, 1024)],
h_flip=False,
v_flip=False,
rotate=False,
transforms=[
dict(type='Resize', keep_ratio=True),
dict(type='OBBRandomFlip'),
dict(
type='Normalize',
mean=[123.675, 116.28, 103.53],
std=[58.395, 57.12, 57.375],
to_rgb=True),
dict(type='RandomOBBRotate', rotate_after_flip=True),
dict(type='Pad', size_divisor=1024),
dict(type='ImageToTensor', keys=['img']),
dict(type='OBBCollect', keys=['img'])
])
]))
evaluation = None
model = dict(
type='OrientedRCNN',
pretrained=
'../mae-main/output/mae_vitae_base_pretrn/millionAID_224/1600_0.75_0.00015_0.05_2048/checkpoint-1599-transform-no-average.pth',
backbone=dict(
type='ViTAE_NC_Win_RVSA_V3_WSZ7',
img_size=1024,
embed_dim=768,
depth=12,
num_heads=12,
mlp_ratio=4,
qkv_bias=True,
qk_scale=None,
drop_rate=0.0,
attn_drop_rate=0.0,
drop_path_rate=0.15,
use_abs_pos_emb=True),
neck=dict(
type='FPN',
in_channels=[768, 768, 768, 768],
out_channels=256,
num_outs=5),
rpn_head=dict(
type='OrientedRPNHead',
in_channels=256,
feat_channels=256,
anchor_generator=dict(
type='AnchorGenerator',
scales=[8],
ratios=[0.5, 1.0, 2.0],
strides=[4, 8, 16, 32, 64]),
bbox_coder=dict(
type='MidpointOffsetCoder',
target_means=[0.0, 0.0, 0.0, 0.0, 0.0, 0.0],
target_stds=[1.0, 1.0, 1.0, 1.0, 0.5, 0.5]),
loss_cls=dict(
type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0),
loss_bbox=dict(
type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)),
roi_head=dict(
type='OBBStandardRoIHead',
bbox_roi_extractor=dict(
type='OBBSingleRoIExtractor',
roi_layer=dict(type='RoIAlignRotated', out_size=7, sample_num=2),
out_channels=256,
extend_factor=(1.4, 1.2),
featmap_strides=[4, 8, 16, 32]),
bbox_head=dict(
type='OBBShared2FCBBoxHead',
start_bbox_type='obb',
end_bbox_type='obb',
in_channels=256,
fc_out_channels=1024,
roi_feat_size=7,
num_classes=15,
bbox_coder=dict(
type='OBB2OBBDeltaXYWHTCoder',
target_means=[0.0, 0.0, 0.0, 0.0, 0.0],
target_stds=[0.1, 0.1, 0.2, 0.2, 0.1]),
reg_class_agnostic=True,
loss_cls=dict(
type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0),
loss_bbox=dict(type='SmoothL1Loss', beta=1.0, loss_weight=1.0))))
train_cfg = dict(
rpn=dict(
assigner=dict(
type='MaxIoUAssigner',
pos_iou_thr=0.7,
neg_iou_thr=0.3,
min_pos_iou=0.3,
match_low_quality=True,
gpu_assign_thr=200,
ignore_iof_thr=-1),
sampler=dict(
type='RandomSampler',
num=256,
pos_fraction=0.5,
neg_pos_ub=-1,
add_gt_as_proposals=False),
allowed_border=0,
pos_weight=-1,
debug=False),
rpn_proposal=dict(
nms_across_levels=False,
nms_pre=2000,
nms_post=2000,
max_num=2000,
nms_thr=0.8,
min_bbox_size=0),
rcnn=dict(
assigner=dict(
type='MaxIoUAssigner',
pos_iou_thr=0.5,
neg_iou_thr=0.5,
min_pos_iou=0.5,
match_low_quality=False,
ignore_iof_thr=-1,
iou_calculator=dict(type='OBBOverlaps')),
sampler=dict(
type='OBBRandomSampler',
num=512,
pos_fraction=0.25,
neg_pos_ub=-1,
add_gt_as_proposals=True),
pos_weight=-1,
debug=False))
test_cfg = dict(
rpn=dict(
nms_across_levels=False,
nms_pre=2000,
nms_post=2000,
max_num=2000,
nms_thr=0.8,
min_bbox_size=0),
rcnn=dict(
score_thr=0.05,
nms=dict(type='obb_nms', iou_thr=0.1),
max_per_img=2000))
find_unused_parameters = True
work_dir = './work_dirs/faster/faster_rcnn_orpn_our_rsp_vitae-nc-base-win-rvsa_v3_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15_retrn3'
gpu_ids = range(0, 1)
2022-08-11 18:55:22,029 - 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
2022-08-11 18:55:23,006 - mmdet - WARNING - The model and loaded state dict do not match exactly
size mismatch for pos_embed: copying a param with shape torch.Size([1, 197, 768]) from checkpoint, the shape in current model is torch.Size([1, 4096, 768]).
unexpected key in source state_dict: cls_token, mask_token, decoder_pos_embed, decoder_embed.weight, decoder_embed.bias, decoder_blocks.0.norm1.weight, decoder_blocks.0.norm1.bias, decoder_blocks.0.attn.qkv.weight, decoder_blocks.0.attn.qkv.bias, decoder_blocks.0.attn.proj.weight, decoder_blocks.0.attn.proj.bias, decoder_blocks.0.norm2.weight, decoder_blocks.0.norm2.bias, decoder_blocks.0.mlp.fc1.weight, decoder_blocks.0.mlp.fc1.bias, decoder_blocks.0.mlp.fc2.weight, decoder_blocks.0.mlp.fc2.bias, decoder_blocks.1.norm1.weight, decoder_blocks.1.norm1.bias, decoder_blocks.1.attn.qkv.weight, decoder_blocks.1.attn.qkv.bias, decoder_blocks.1.attn.proj.weight, decoder_blocks.1.attn.proj.bias, decoder_blocks.1.norm2.weight, decoder_blocks.1.norm2.bias, decoder_blocks.1.mlp.fc1.weight, decoder_blocks.1.mlp.fc1.bias, decoder_blocks.1.mlp.fc2.weight, decoder_blocks.1.mlp.fc2.bias, decoder_blocks.2.norm1.weight, decoder_blocks.2.norm1.bias, decoder_blocks.2.attn.qkv.weight, decoder_blocks.2.attn.qkv.bias, decoder_blocks.2.attn.proj.weight, decoder_blocks.2.attn.proj.bias, decoder_blocks.2.norm2.weight, decoder_blocks.2.norm2.bias, decoder_blocks.2.mlp.fc1.weight, decoder_blocks.2.mlp.fc1.bias, decoder_blocks.2.mlp.fc2.weight, decoder_blocks.2.mlp.fc2.bias, decoder_blocks.3.norm1.weight, decoder_blocks.3.norm1.bias, decoder_blocks.3.attn.qkv.weight, decoder_blocks.3.attn.qkv.bias, decoder_blocks.3.attn.proj.weight, decoder_blocks.3.attn.proj.bias, decoder_blocks.3.norm2.weight, decoder_blocks.3.norm2.bias, decoder_blocks.3.mlp.fc1.weight, decoder_blocks.3.mlp.fc1.bias, decoder_blocks.3.mlp.fc2.weight, decoder_blocks.3.mlp.fc2.bias, decoder_blocks.4.norm1.weight, decoder_blocks.4.norm1.bias, decoder_blocks.4.attn.qkv.weight, decoder_blocks.4.attn.qkv.bias, decoder_blocks.4.attn.proj.weight, decoder_blocks.4.attn.proj.bias, decoder_blocks.4.norm2.weight, decoder_blocks.4.norm2.bias, decoder_blocks.4.mlp.fc1.weight, decoder_blocks.4.mlp.fc1.bias, decoder_blocks.4.mlp.fc2.weight, decoder_blocks.4.mlp.fc2.bias, decoder_blocks.5.norm1.weight, decoder_blocks.5.norm1.bias, decoder_blocks.5.attn.qkv.weight, decoder_blocks.5.attn.qkv.bias, decoder_blocks.5.attn.proj.weight, decoder_blocks.5.attn.proj.bias, decoder_blocks.5.norm2.weight, decoder_blocks.5.norm2.bias, decoder_blocks.5.mlp.fc1.weight, decoder_blocks.5.mlp.fc1.bias, decoder_blocks.5.mlp.fc2.weight, decoder_blocks.5.mlp.fc2.bias, decoder_blocks.6.norm1.weight, decoder_blocks.6.norm1.bias, decoder_blocks.6.attn.qkv.weight, decoder_blocks.6.attn.qkv.bias, decoder_blocks.6.attn.proj.weight, decoder_blocks.6.attn.proj.bias, decoder_blocks.6.norm2.weight, decoder_blocks.6.norm2.bias, decoder_blocks.6.mlp.fc1.weight, decoder_blocks.6.mlp.fc1.bias, decoder_blocks.6.mlp.fc2.weight, decoder_blocks.6.mlp.fc2.bias, decoder_blocks.7.norm1.weight, decoder_blocks.7.norm1.bias, decoder_blocks.7.attn.qkv.weight, decoder_blocks.7.attn.qkv.bias, decoder_blocks.7.attn.proj.weight, decoder_blocks.7.attn.proj.bias, decoder_blocks.7.norm2.weight, decoder_blocks.7.norm2.bias, decoder_blocks.7.mlp.fc1.weight, decoder_blocks.7.mlp.fc1.bias, decoder_blocks.7.mlp.fc2.weight, decoder_blocks.7.mlp.fc2.bias, decoder_norm.weight, decoder_norm.bias, decoder_pred.weight, decoder_pred.bias
missing keys in source state_dict: blocks.0.attn.rel_pos_h, blocks.0.attn.rel_pos_w, blocks.0.attn.relative_position_bias_table, blocks.0.attn.relative_position_index, blocks.0.attn.sampling_offsets.2.weight, blocks.0.attn.sampling_offsets.2.bias, blocks.0.attn.sampling_scales.2.weight, blocks.0.attn.sampling_scales.2.bias, blocks.0.attn.sampling_angles.2.weight, blocks.0.attn.sampling_angles.2.bias, blocks.1.attn.rel_pos_h, blocks.1.attn.rel_pos_w, blocks.1.attn.relative_position_bias_table, blocks.1.attn.relative_position_index, blocks.1.attn.sampling_offsets.2.weight, blocks.1.attn.sampling_offsets.2.bias, blocks.1.attn.sampling_scales.2.weight, blocks.1.attn.sampling_scales.2.bias, blocks.1.attn.sampling_angles.2.weight, blocks.1.attn.sampling_angles.2.bias, blocks.2.attn.rel_pos_h, blocks.2.attn.rel_pos_w, blocks.3.attn.rel_pos_h, blocks.3.attn.rel_pos_w, blocks.3.attn.relative_position_bias_table, blocks.3.attn.relative_position_index, blocks.3.attn.sampling_offsets.2.weight, blocks.3.attn.sampling_offsets.2.bias, blocks.3.attn.sampling_scales.2.weight, blocks.3.attn.sampling_scales.2.bias, blocks.3.attn.sampling_angles.2.weight, blocks.3.attn.sampling_angles.2.bias, blocks.4.attn.rel_pos_h, blocks.4.attn.rel_pos_w, blocks.4.attn.relative_position_bias_table, blocks.4.attn.relative_position_index, blocks.4.attn.sampling_offsets.2.weight, blocks.4.attn.sampling_offsets.2.bias, blocks.4.attn.sampling_scales.2.weight, blocks.4.attn.sampling_scales.2.bias, blocks.4.attn.sampling_angles.2.weight, blocks.4.attn.sampling_angles.2.bias, blocks.5.attn.rel_pos_h, blocks.5.attn.rel_pos_w, blocks.6.attn.rel_pos_h, blocks.6.attn.rel_pos_w, blocks.6.attn.relative_position_bias_table, blocks.6.attn.relative_position_index, blocks.6.attn.sampling_offsets.2.weight, blocks.6.attn.sampling_offsets.2.bias, blocks.6.attn.sampling_scales.2.weight, blocks.6.attn.sampling_scales.2.bias, blocks.6.attn.sampling_angles.2.weight, blocks.6.attn.sampling_angles.2.bias, blocks.7.attn.rel_pos_h, blocks.7.attn.rel_pos_w, blocks.7.attn.relative_position_bias_table, blocks.7.attn.relative_position_index, blocks.7.attn.sampling_offsets.2.weight, blocks.7.attn.sampling_offsets.2.bias, blocks.7.attn.sampling_scales.2.weight, blocks.7.attn.sampling_scales.2.bias, blocks.7.attn.sampling_angles.2.weight, blocks.7.attn.sampling_angles.2.bias, blocks.8.attn.rel_pos_h, blocks.8.attn.rel_pos_w, blocks.9.attn.rel_pos_h, blocks.9.attn.rel_pos_w, blocks.9.attn.relative_position_bias_table, blocks.9.attn.relative_position_index, blocks.9.attn.sampling_offsets.2.weight, blocks.9.attn.sampling_offsets.2.bias, blocks.9.attn.sampling_scales.2.weight, blocks.9.attn.sampling_scales.2.bias, blocks.9.attn.sampling_angles.2.weight, blocks.9.attn.sampling_angles.2.bias, blocks.10.attn.rel_pos_h, blocks.10.attn.rel_pos_w, blocks.10.attn.relative_position_bias_table, blocks.10.attn.relative_position_index, blocks.10.attn.sampling_offsets.2.weight, blocks.10.attn.sampling_offsets.2.bias, blocks.10.attn.sampling_scales.2.weight, blocks.10.attn.sampling_scales.2.bias, blocks.10.attn.sampling_angles.2.weight, blocks.10.attn.sampling_angles.2.bias, blocks.11.attn.rel_pos_h, blocks.11.attn.rel_pos_w, fpn1.0.weight, fpn1.0.bias, fpn1.1.ln.weight, fpn1.1.ln.bias, fpn1.3.weight, fpn1.3.bias, fpn2.0.weight, fpn2.0.bias
2022-08-11 18:55:28,567 - mmdet - INFO - Start running, host: root@DGX-120, work_dir: /workspace/CV/users/wangdi153/OBBDetection/work_dirs/faster/faster_rcnn_orpn_our_rsp_vitae-nc-base-win-rvsa_v3_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15_retrn3
2022-08-11 18:55:28,567 - 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
--------------------
2022-08-11 18:55:28,567 - mmdet - INFO - workflow: [('train', 1)], max: 12 epochs
2022-08-11 18:55:28,567 - mmdet - INFO - Checkpoints will be saved to /workspace/CV/users/wangdi153/OBBDetection/work_dirs/faster/faster_rcnn_orpn_our_rsp_vitae-nc-base-win-rvsa_v3_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15_retrn3 by HardDiskBackend.
2022-08-11 18:56:07,689 - mmdet - INFO - Epoch [1][50/6400] lr: 2.350e-07, eta: 16:40:45, time: 0.782, data_time: 0.312, memory: 15650, loss_rpn_cls: 0.6831, loss_rpn_bbox: 0.2270, loss_cls: 1.5863, acc: 74.5254, loss_bbox: 0.0172, loss: 2.5137, grad_norm: 21.8195
2022-08-11 18:56:31,577 - mmdet - INFO - Epoch [1][100/6400] lr: 4.723e-07, eta: 13:25:25, time: 0.478, data_time: 0.003, memory: 15650, loss_rpn_cls: 0.5273, loss_rpn_bbox: 0.2236, loss_cls: 0.4170, acc: 96.8398, loss_bbox: 0.0608, loss: 1.2287, grad_norm: 7.4668
2022-08-11 18:56:51,989 - mmdet - INFO - Epoch [1][150/6400] lr: 7.096e-07, eta: 11:50:25, time: 0.408, data_time: 0.004, memory: 15650, loss_rpn_cls: 0.3596, loss_rpn_bbox: 0.2590, loss_cls: 0.2734, acc: 96.5352, loss_bbox: 0.0515, loss: 0.9435, grad_norm: 6.4169
2022-08-11 18:57:12,507 - mmdet - INFO - Epoch [1][200/6400] lr: 9.470e-07, eta: 11:03:25, time: 0.410, data_time: 0.004, memory: 15724, loss_rpn_cls: 0.3432, loss_rpn_bbox: 0.2792, loss_cls: 0.2928, acc: 94.8340, loss_bbox: 0.1253, loss: 1.0405, grad_norm: 6.9851
2022-08-11 18:57:32,639 - mmdet - INFO - Epoch [1][250/6400] lr: 1.184e-06, eta: 10:33:08, time: 0.403, data_time: 0.003, memory: 15724, loss_rpn_cls: 0.2792, loss_rpn_bbox: 0.2405, loss_cls: 0.2856, acc: 94.7402, loss_bbox: 0.1793, loss: 0.9846, grad_norm: 7.7319
2022-08-11 18:58:01,319 - mmdet - INFO - Epoch [1][300/6400] lr: 1.422e-06, eta: 10:49:10, time: 0.574, data_time: 0.003, memory: 15724, loss_rpn_cls: 0.2340, loss_rpn_bbox: 0.2423, loss_cls: 0.2597, acc: 94.1641, loss_bbox: 0.1456, loss: 0.8816, grad_norm: 8.0137
2022-08-11 18:58:31,289 - mmdet - INFO - Epoch [1][350/6400] lr: 1.659e-06, eta: 11:05:09, time: 0.599, data_time: 0.003, memory: 15724, loss_rpn_cls: 0.2143, loss_rpn_bbox: 0.2354, loss_cls: 0.2912, acc: 94.0039, loss_bbox: 0.1771, loss: 0.9180, grad_norm: 7.8886
2022-08-11 18:58:56,183 - mmdet - INFO - Epoch [1][400/6400] lr: 1.896e-06, eta: 11:00:53, time: 0.498, data_time: 0.004, memory: 15781, loss_rpn_cls: 0.2295, loss_rpn_bbox: 0.2789, loss_cls: 0.3317, acc: 92.6328, loss_bbox: 0.2258, loss: 1.0659, grad_norm: 9.5331
2022-08-11 18:59:16,524 - mmdet - INFO - Epoch [1][450/6400] lr: 2.134e-06, eta: 10:44:35, time: 0.407, data_time: 0.003, memory: 15781, loss_rpn_cls: 0.2652, loss_rpn_bbox: 0.2600, loss_cls: 0.3085, acc: 93.6699, loss_bbox: 0.1831, loss: 1.0169, grad_norm: 8.6466
2022-08-11 18:59:36,775 - mmdet - INFO - Epoch [1][500/6400] lr: 2.371e-06, eta: 10:31:15, time: 0.405, data_time: 0.003, memory: 15781, loss_rpn_cls: 0.2211, loss_rpn_bbox: 0.2388, loss_cls: 0.2677, acc: 94.1113, loss_bbox: 0.1906, loss: 0.9182, grad_norm: 8.0939
2022-08-11 19:00:02,617 - mmdet - INFO - Epoch [1][550/6400] lr: 2.376e-06, eta: 10:33:12, time: 0.517, data_time: 0.003, memory: 15781, loss_rpn_cls: 0.1576, loss_rpn_bbox: 0.2009, loss_cls: 0.2695, acc: 92.9629, loss_bbox: 0.2508, loss: 0.8788, grad_norm: 7.6877
2022-08-11 19:00:27,414 - mmdet - INFO - Epoch [1][600/6400] lr: 2.376e-06, eta: 10:32:32, time: 0.496, data_time: 0.003, memory: 15781, loss_rpn_cls: 0.1982, loss_rpn_bbox: 0.2321, loss_cls: 0.3567, acc: 91.6445, loss_bbox: 0.2557, loss: 1.0426, grad_norm: 9.7011
2022-08-11 19:00:51,578 - mmdet - INFO - Epoch [1][650/6400] lr: 2.376e-06, eta: 10:30:40, time: 0.483, data_time: 0.003, memory: 15781, loss_rpn_cls: 0.1842, loss_rpn_bbox: 0.2422, loss_cls: 0.3494, acc: 90.7285, loss_bbox: 0.3016, loss: 1.0775, grad_norm: 9.4963
2022-08-11 19:01:16,339 - mmdet - INFO - Epoch [1][700/6400] lr: 2.376e-06, eta: 10:30:06, time: 0.495, data_time: 0.004, memory: 15781, loss_rpn_cls: 0.1553, loss_rpn_bbox: 0.2066, loss_cls: 0.3035, acc: 91.8066, loss_bbox: 0.3219, loss: 0.9873, grad_norm: 9.8470
2022-08-11 19:01:39,923 - mmdet - INFO - Epoch [1][750/6400] lr: 2.376e-06, eta: 10:27:34, time: 0.472, data_time: 0.003, memory: 15781, loss_rpn_cls: 0.1746, loss_rpn_bbox: 0.2226, loss_cls: 0.3075, acc: 91.7812, loss_bbox: 0.2656, loss: 0.9702, grad_norm: 9.6531
2022-08-11 19:02:08,198 - mmdet - INFO - Epoch [1][800/6400] lr: 2.376e-06, eta: 10:32:44, time: 0.565, data_time: 0.003, memory: 15781, loss_rpn_cls: 0.1700, loss_rpn_bbox: 0.2540, loss_cls: 0.3295, acc: 90.9258, loss_bbox: 0.2777, loss: 1.0312, grad_norm: 9.5153
2022-08-11 19:02:31,901 - mmdet - INFO - Epoch [1][850/6400] lr: 2.376e-06, eta: 10:30:25, time: 0.474, data_time: 0.004, memory: 15781, loss_rpn_cls: 0.1593, loss_rpn_bbox: 0.2042, loss_cls: 0.3170, acc: 91.7363, loss_bbox: 0.2790, loss: 0.9595, grad_norm: 9.3176
2022-08-11 19:02:58,929 - mmdet - INFO - Epoch [1][900/6400] lr: 2.376e-06, eta: 10:32:59, time: 0.541, data_time: 0.003, memory: 15781, loss_rpn_cls: 0.1512, loss_rpn_bbox: 0.1847, loss_cls: 0.2878, acc: 92.3262, loss_bbox: 0.2608, loss: 0.8846, grad_norm: 8.9616
2022-08-11 19:03:24,494 - mmdet - INFO - Epoch [1][950/6400] lr: 2.376e-06, eta: 10:33:18, time: 0.511, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.1484, loss_rpn_bbox: 0.2177, loss_cls: 0.3142, acc: 90.8105, loss_bbox: 0.2770, loss: 0.9574, grad_norm: 9.4179
2022-08-11 19:03:45,102 - mmdet - INFO - Epoch [1][1000/6400] lr: 2.376e-06, eta: 10:27:16, time: 0.412, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.1101, loss_rpn_bbox: 0.1402, loss_cls: 0.2554, acc: 92.4707, loss_bbox: 0.2637, loss: 0.7694, grad_norm: 9.7158
2022-08-11 19:04:12,224 - mmdet - INFO - Epoch [1][1050/6400] lr: 2.376e-06, eta: 10:29:37, time: 0.542, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.1270, loss_rpn_bbox: 0.1621, loss_cls: 0.2754, acc: 91.8477, loss_bbox: 0.2934, loss: 0.8580, grad_norm: 10.2662
2022-08-11 19:04:40,260 - mmdet - INFO - Epoch [1][1100/6400] lr: 2.376e-06, eta: 10:32:45, time: 0.561, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.1232, loss_rpn_bbox: 0.1878, loss_cls: 0.3030, acc: 90.9531, loss_bbox: 0.3088, loss: 0.9228, grad_norm: 11.5010
2022-08-11 19:05:00,721 - mmdet - INFO - Epoch [1][1150/6400] lr: 2.376e-06, eta: 10:27:17, time: 0.409, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.1312, loss_rpn_bbox: 0.1624, loss_cls: 0.2676, acc: 92.2734, loss_bbox: 0.2279, loss: 0.7891, grad_norm: 9.6061
2022-08-11 19:05:26,211 - mmdet - INFO - Epoch [1][1200/6400] lr: 2.376e-06, eta: 10:27:30, time: 0.510, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.1218, loss_rpn_bbox: 0.1558, loss_cls: 0.2455, acc: 92.4258, loss_bbox: 0.2268, loss: 0.7498, grad_norm: 8.8029
2022-08-11 19:05:49,707 - mmdet - INFO - Epoch [1][1250/6400] lr: 2.376e-06, eta: 10:25:41, time: 0.470, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.1110, loss_rpn_bbox: 0.1627, loss_cls: 0.3296, acc: 89.2676, loss_bbox: 0.2817, loss: 0.8850, grad_norm: 10.7834
2022-08-11 19:06:15,604 - mmdet - INFO - Epoch [1][1300/6400] lr: 2.376e-06, eta: 10:26:17, time: 0.518, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0957, loss_rpn_bbox: 0.1481, loss_cls: 0.2748, acc: 91.3691, loss_bbox: 0.2941, loss: 0.8126, grad_norm: 10.7223
2022-08-11 19:06:47,630 - mmdet - INFO - Epoch [1][1350/6400] lr: 2.376e-06, eta: 10:32:31, time: 0.641, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.1129, loss_rpn_bbox: 0.1388, loss_cls: 0.2815, acc: 91.7461, loss_bbox: 0.1952, loss: 0.7283, grad_norm: 9.0099
2022-08-11 19:07:20,099 - mmdet - INFO - Epoch [1][1400/6400] lr: 2.376e-06, eta: 10:38:40, time: 0.649, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0870, loss_rpn_bbox: 0.1298, loss_cls: 0.2577, acc: 91.7578, loss_bbox: 0.2353, loss: 0.7099, grad_norm: 9.4985
2022-08-11 19:07:40,770 - mmdet - INFO - Epoch [1][1450/6400] lr: 2.376e-06, eta: 10:34:08, time: 0.413, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.1033, loss_rpn_bbox: 0.1372, loss_cls: 0.2694, acc: 91.9336, loss_bbox: 0.2173, loss: 0.7272, grad_norm: 9.0836
2022-08-11 19:08:04,815 - mmdet - INFO - Epoch [1][1500/6400] lr: 2.376e-06, eta: 10:32:43, time: 0.481, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0903, loss_rpn_bbox: 0.1566, loss_cls: 0.2949, acc: 90.7812, loss_bbox: 0.2579, loss: 0.7997, grad_norm: 11.0036
2022-08-11 19:08:32,361 - mmdet - INFO - Epoch [1][1550/6400] lr: 2.376e-06, eta: 10:34:11, time: 0.551, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.1234, loss_rpn_bbox: 0.1452, loss_cls: 0.2599, acc: 91.9141, loss_bbox: 0.2257, loss: 0.7542, grad_norm: 10.1535
2022-08-11 19:08:55,457 - mmdet - INFO - Epoch [1][1600/6400] lr: 2.376e-06, eta: 10:32:03, time: 0.462, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.1196, loss_rpn_bbox: 0.1414, loss_cls: 0.2719, acc: 91.9180, loss_bbox: 0.2308, loss: 0.7638, grad_norm: 9.6629
2022-08-11 19:09:16,019 - mmdet - INFO - Epoch [1][1650/6400] lr: 2.376e-06, eta: 10:28:06, time: 0.411, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.1070, loss_rpn_bbox: 0.1535, loss_cls: 0.2722, acc: 91.3398, loss_bbox: 0.2332, loss: 0.7659, grad_norm: 9.7505
2022-08-11 19:09:41,576 - mmdet - INFO - Epoch [1][1700/6400] lr: 2.376e-06, eta: 10:28:02, time: 0.511, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.1026, loss_rpn_bbox: 0.1902, loss_cls: 0.2868, acc: 90.2012, loss_bbox: 0.2554, loss: 0.8350, grad_norm: 10.9386
2022-08-11 19:10:08,311 - mmdet - INFO - Epoch [1][1750/6400] lr: 2.376e-06, eta: 10:28:47, time: 0.535, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.1126, loss_rpn_bbox: 0.1547, loss_cls: 0.2639, acc: 91.4238, loss_bbox: 0.2279, loss: 0.7590, grad_norm: 10.3103
2022-08-11 19:10:31,140 - mmdet - INFO - Epoch [1][1800/6400] lr: 2.376e-06, eta: 10:26:46, time: 0.457, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.1012, loss_rpn_bbox: 0.1855, loss_cls: 0.2828, acc: 90.6172, loss_bbox: 0.2357, loss: 0.8052, grad_norm: 10.4229
2022-08-11 19:10:51,490 - mmdet - INFO - Epoch [1][1850/6400] lr: 2.376e-06, eta: 10:23:10, time: 0.407, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0834, loss_rpn_bbox: 0.1341, loss_cls: 0.2319, acc: 92.4551, loss_bbox: 0.2238, loss: 0.6732, grad_norm: 9.1555
2022-08-11 19:11:20,014 - mmdet - INFO - Epoch [1][1900/6400] lr: 2.376e-06, eta: 10:25:06, time: 0.570, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0948, loss_rpn_bbox: 0.1819, loss_cls: 0.2619, acc: 91.5098, loss_bbox: 0.2385, loss: 0.7771, grad_norm: 10.7543
2022-08-11 19:11:42,988 - mmdet - INFO - Epoch [1][1950/6400] lr: 2.376e-06, eta: 10:23:22, time: 0.459, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0958, loss_rpn_bbox: 0.1090, loss_cls: 0.2118, acc: 93.3789, loss_bbox: 0.1706, loss: 0.5872, grad_norm: 9.6017
2022-08-11 19:12:03,693 - mmdet - INFO - Epoch [1][2000/6400] lr: 2.376e-06, eta: 10:20:17, time: 0.414, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0902, loss_rpn_bbox: 0.1293, loss_cls: 0.2403, acc: 92.3418, loss_bbox: 0.2066, loss: 0.6663, grad_norm: 9.4539
2022-08-11 19:12:29,206 - mmdet - INFO - Epoch [1][2050/6400] lr: 2.376e-06, eta: 10:20:15, time: 0.510, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0795, loss_rpn_bbox: 0.1254, loss_cls: 0.2306, acc: 92.6113, loss_bbox: 0.2078, loss: 0.6434, grad_norm: 8.9278
2022-08-11 19:12:56,687 - mmdet - INFO - Epoch [1][2100/6400] lr: 2.376e-06, eta: 10:21:22, time: 0.550, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0854, loss_rpn_bbox: 0.1252, loss_cls: 0.2577, acc: 92.0977, loss_bbox: 0.1993, loss: 0.6675, grad_norm: 9.2170
2022-08-11 19:13:17,005 - mmdet - INFO - Epoch [1][2150/6400] lr: 2.376e-06, eta: 10:18:16, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0861, loss_rpn_bbox: 0.1237, loss_cls: 0.2269, acc: 92.6094, loss_bbox: 0.2139, loss: 0.6506, grad_norm: 9.0620
2022-08-11 19:13:40,890 - mmdet - INFO - Epoch [1][2200/6400] lr: 2.376e-06, eta: 10:17:19, time: 0.478, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0811, loss_rpn_bbox: 0.1197, loss_cls: 0.2283, acc: 92.2324, loss_bbox: 0.2235, loss: 0.6526, grad_norm: 9.4013
2022-08-11 19:14:10,873 - mmdet - INFO - Epoch [1][2250/6400] lr: 2.376e-06, eta: 10:19:45, time: 0.600, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0732, loss_rpn_bbox: 0.1527, loss_cls: 0.2635, acc: 91.0332, loss_bbox: 0.2623, loss: 0.7517, grad_norm: 11.3127
2022-08-11 19:14:34,278 - mmdet - INFO - Epoch [1][2300/6400] lr: 2.376e-06, eta: 10:18:30, time: 0.468, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0893, loss_rpn_bbox: 0.1428, loss_cls: 0.2608, acc: 91.6836, loss_bbox: 0.2146, loss: 0.7074, grad_norm: 9.7761
2022-08-11 19:14:59,794 - mmdet - INFO - Epoch [1][2350/6400] lr: 2.376e-06, eta: 10:18:25, time: 0.510, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0829, loss_rpn_bbox: 0.1277, loss_cls: 0.2429, acc: 92.1289, loss_bbox: 0.2136, loss: 0.6670, grad_norm: 9.9611
2022-08-11 19:15:27,702 - mmdet - INFO - Epoch [1][2400/6400] lr: 2.376e-06, eta: 10:19:32, time: 0.558, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0806, loss_rpn_bbox: 0.1424, loss_cls: 0.2937, acc: 90.5625, loss_bbox: 0.2320, loss: 0.7487, grad_norm: 10.8384
2022-08-11 19:16:00,556 - mmdet - INFO - Epoch [1][2450/6400] lr: 2.376e-06, eta: 10:23:06, time: 0.657, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0773, loss_rpn_bbox: 0.1458, loss_cls: 0.2656, acc: 90.9141, loss_bbox: 0.2127, loss: 0.7015, grad_norm: 10.7561
2022-08-11 19:16:28,750 - mmdet - INFO - Epoch [1][2500/6400] lr: 2.376e-06, eta: 10:24:12, time: 0.564, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0697, loss_rpn_bbox: 0.1414, loss_cls: 0.2559, acc: 91.5645, loss_bbox: 0.2359, loss: 0.7029, grad_norm: 10.0892
2022-08-11 19:16:56,534 - mmdet - INFO - Epoch [1][2550/6400] lr: 2.376e-06, eta: 10:25:02, time: 0.556, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.1340, loss_cls: 0.2824, acc: 90.7090, loss_bbox: 0.2316, loss: 0.7087, grad_norm: 10.8428
2022-08-11 19:17:23,266 - mmdet - INFO - Epoch [1][2600/6400] lr: 2.376e-06, eta: 10:25:19, time: 0.535, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0815, loss_rpn_bbox: 0.1357, loss_cls: 0.2580, acc: 91.6348, loss_bbox: 0.2349, loss: 0.7101, grad_norm: 10.0101
2022-08-11 19:17:49,091 - mmdet - INFO - Epoch [1][2650/6400] lr: 2.376e-06, eta: 10:25:08, time: 0.516, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0756, loss_rpn_bbox: 0.1365, loss_cls: 0.2391, acc: 91.7461, loss_bbox: 0.1942, loss: 0.6453, grad_norm: 9.3745
2022-08-11 19:18:11,936 - mmdet - INFO - Epoch [1][2700/6400] lr: 2.376e-06, eta: 10:23:36, time: 0.457, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0660, loss_rpn_bbox: 0.1259, loss_cls: 0.2584, acc: 91.7734, loss_bbox: 0.2133, loss: 0.6635, grad_norm: 10.3054
2022-08-11 19:18:36,147 - mmdet - INFO - Epoch [1][2750/6400] lr: 2.376e-06, eta: 10:22:43, time: 0.484, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0718, loss_rpn_bbox: 0.1374, loss_cls: 0.2777, acc: 90.3652, loss_bbox: 0.2584, loss: 0.7453, grad_norm: 10.4282
2022-08-11 19:18:59,677 - mmdet - INFO - Epoch [1][2800/6400] lr: 2.376e-06, eta: 10:21:33, time: 0.471, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0706, loss_rpn_bbox: 0.1563, loss_cls: 0.2589, acc: 91.5059, loss_bbox: 0.2351, loss: 0.7210, grad_norm: 10.7662
2022-08-11 19:19:19,985 - mmdet - INFO - Epoch [1][2850/6400] lr: 2.376e-06, eta: 10:19:01, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0665, loss_rpn_bbox: 0.1334, loss_cls: 0.2301, acc: 92.0742, loss_bbox: 0.2176, loss: 0.6476, grad_norm: 9.7245
2022-08-11 19:19:40,415 - mmdet - INFO - Epoch [1][2900/6400] lr: 2.376e-06, eta: 10:16:36, time: 0.409, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0757, loss_rpn_bbox: 0.1193, loss_cls: 0.2089, acc: 92.5293, loss_bbox: 0.2176, loss: 0.6215, grad_norm: 10.2731
2022-08-11 19:20:05,946 - mmdet - INFO - Epoch [1][2950/6400] lr: 2.376e-06, eta: 10:16:24, time: 0.511, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0893, loss_rpn_bbox: 0.1320, loss_cls: 0.2665, acc: 90.9551, loss_bbox: 0.2451, loss: 0.7328, grad_norm: 11.6038
2022-08-11 19:20:38,826 - mmdet - INFO - Epoch [1][3000/6400] lr: 2.376e-06, eta: 10:19:11, time: 0.658, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0870, loss_rpn_bbox: 0.1676, loss_cls: 0.2366, acc: 91.7539, loss_bbox: 0.2394, loss: 0.7306, grad_norm: 11.7118
2022-08-11 19:21:01,676 - mmdet - INFO - Epoch [1][3050/6400] lr: 2.376e-06, eta: 10:17:50, time: 0.457, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0745, loss_rpn_bbox: 0.1228, loss_cls: 0.2753, acc: 91.1562, loss_bbox: 0.2348, loss: 0.7073, grad_norm: 11.1448
2022-08-11 19:21:21,814 - mmdet - INFO - Epoch [1][3100/6400] lr: 2.376e-06, eta: 10:15:26, time: 0.403, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0675, loss_rpn_bbox: 0.0986, loss_cls: 0.2211, acc: 92.4727, loss_bbox: 0.1914, loss: 0.5786, grad_norm: 8.4984
2022-08-11 19:21:48,088 - mmdet - INFO - Epoch [1][3150/6400] lr: 2.376e-06, eta: 10:15:30, time: 0.525, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0666, loss_rpn_bbox: 0.1087, loss_cls: 0.2097, acc: 92.5703, loss_bbox: 0.1974, loss: 0.5824, grad_norm: 9.5845
2022-08-11 19:22:10,790 - mmdet - INFO - Epoch [1][3200/6400] lr: 2.376e-06, eta: 10:14:10, time: 0.454, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.1082, loss_cls: 0.2286, acc: 91.9160, loss_bbox: 0.2285, loss: 0.6219, grad_norm: 9.0402
2022-08-11 19:22:33,863 - mmdet - INFO - Epoch [1][3250/6400] lr: 2.376e-06, eta: 10:13:01, time: 0.461, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0701, loss_rpn_bbox: 0.1105, loss_cls: 0.2358, acc: 92.0000, loss_bbox: 0.2130, loss: 0.6294, grad_norm: 9.1718
2022-08-11 19:22:57,372 - mmdet - INFO - Epoch [1][3300/6400] lr: 2.376e-06, eta: 10:12:02, time: 0.470, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.1269, loss_cls: 0.2360, acc: 91.5996, loss_bbox: 0.2234, loss: 0.6409, grad_norm: 9.3163
2022-08-11 19:23:24,432 - mmdet - INFO - Epoch [1][3350/6400] lr: 2.376e-06, eta: 10:12:23, time: 0.541, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.1316, loss_cls: 0.2481, acc: 91.0918, loss_bbox: 0.2124, loss: 0.6520, grad_norm: 9.8953
2022-08-11 19:23:48,886 - mmdet - INFO - Epoch [1][3400/6400] lr: 2.376e-06, eta: 10:11:46, time: 0.489, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0680, loss_rpn_bbox: 0.1128, loss_cls: 0.2566, acc: 90.9844, loss_bbox: 0.1838, loss: 0.6211, grad_norm: 10.3987
2022-08-11 19:24:18,979 - mmdet - INFO - Epoch [1][3450/6400] lr: 2.376e-06, eta: 10:13:09, time: 0.602, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0798, loss_rpn_bbox: 0.0925, loss_cls: 0.2110, acc: 92.7578, loss_bbox: 0.1546, loss: 0.5379, grad_norm: 9.1108
2022-08-11 19:24:42,378 - mmdet - INFO - Epoch [1][3500/6400] lr: 2.376e-06, eta: 10:12:09, time: 0.468, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0681, loss_rpn_bbox: 0.1000, loss_cls: 0.2201, acc: 92.5859, loss_bbox: 0.1909, loss: 0.5791, grad_norm: 9.2520
2022-08-11 19:25:04,908 - mmdet - INFO - Epoch [1][3550/6400] lr: 2.376e-06, eta: 10:10:52, time: 0.451, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0660, loss_rpn_bbox: 0.1102, loss_cls: 0.2369, acc: 91.9219, loss_bbox: 0.1967, loss: 0.6099, grad_norm: 10.0376
2022-08-11 19:25:28,726 - mmdet - INFO - Epoch [1][3600/6400] lr: 2.376e-06, eta: 10:10:02, time: 0.476, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0649, loss_rpn_bbox: 0.1103, loss_cls: 0.2279, acc: 92.4277, loss_bbox: 0.2081, loss: 0.6113, grad_norm: 9.9866
2022-08-11 19:25:48,999 - mmdet - INFO - Epoch [1][3650/6400] lr: 2.376e-06, eta: 10:08:03, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0642, loss_rpn_bbox: 0.1041, loss_cls: 0.2129, acc: 92.4902, loss_bbox: 0.1896, loss: 0.5709, grad_norm: 9.3460
2022-08-11 19:26:14,567 - mmdet - INFO - Epoch [1][3700/6400] lr: 2.376e-06, eta: 10:07:50, time: 0.511, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0774, loss_rpn_bbox: 0.1382, loss_cls: 0.2255, acc: 91.8281, loss_bbox: 0.2079, loss: 0.6490, grad_norm: 9.7391
2022-08-11 19:26:44,363 - mmdet - INFO - Epoch [1][3750/6400] lr: 2.376e-06, eta: 10:09:00, time: 0.596, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.1164, loss_cls: 0.2324, acc: 91.3906, loss_bbox: 0.2008, loss: 0.6009, grad_norm: 10.5305
2022-08-11 19:27:06,903 - mmdet - INFO - Epoch [1][3800/6400] lr: 2.376e-06, eta: 10:07:47, time: 0.451, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.1145, loss_cls: 0.2261, acc: 92.0605, loss_bbox: 0.1829, loss: 0.5798, grad_norm: 10.0200
2022-08-11 19:27:29,889 - mmdet - INFO - Epoch [1][3850/6400] lr: 2.376e-06, eta: 10:06:44, time: 0.460, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.1081, loss_cls: 0.2411, acc: 91.7012, loss_bbox: 0.1921, loss: 0.5982, grad_norm: 9.8725
2022-08-11 19:27:53,113 - mmdet - INFO - Epoch [1][3900/6400] lr: 2.376e-06, eta: 10:05:47, time: 0.464, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0708, loss_rpn_bbox: 0.0990, loss_cls: 0.2130, acc: 92.5879, loss_bbox: 0.1826, loss: 0.5653, grad_norm: 9.5016
2022-08-11 19:28:13,554 - mmdet - INFO - Epoch [1][3950/6400] lr: 2.376e-06, eta: 10:03:59, time: 0.409, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0633, loss_rpn_bbox: 0.1295, loss_cls: 0.2454, acc: 91.0938, loss_bbox: 0.2052, loss: 0.6435, grad_norm: 10.8507
2022-08-11 19:28:42,068 - mmdet - INFO - Epoch [1][4000/6400] lr: 2.376e-06, eta: 10:04:41, time: 0.570, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.1063, loss_cls: 0.2102, acc: 92.1152, loss_bbox: 0.1882, loss: 0.5510, grad_norm: 10.0326
2022-08-11 19:29:02,433 - mmdet - INFO - Epoch [1][4050/6400] lr: 2.376e-06, eta: 10:02:54, time: 0.407, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0667, loss_rpn_bbox: 0.1530, loss_cls: 0.2331, acc: 91.2637, loss_bbox: 0.2191, loss: 0.6719, grad_norm: 10.8947
2022-08-11 19:29:22,833 - mmdet - INFO - Epoch [1][4100/6400] lr: 2.376e-06, eta: 10:01:10, time: 0.408, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0686, loss_rpn_bbox: 0.1087, loss_cls: 0.2387, acc: 91.3457, loss_bbox: 0.2197, loss: 0.6357, grad_norm: 10.5415
2022-08-11 19:29:43,218 - mmdet - INFO - Epoch [1][4150/6400] lr: 2.376e-06, eta: 9:59:28, time: 0.408, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.1064, loss_cls: 0.2169, acc: 92.1094, loss_bbox: 0.1991, loss: 0.5770, grad_norm: 8.7679
2022-08-11 19:30:03,537 - mmdet - INFO - Epoch [1][4200/6400] lr: 2.376e-06, eta: 9:57:46, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.1028, loss_cls: 0.2201, acc: 92.0293, loss_bbox: 0.1985, loss: 0.5774, grad_norm: 10.9576
2022-08-11 19:30:23,947 - mmdet - INFO - Epoch [1][4250/6400] lr: 2.376e-06, eta: 9:56:09, time: 0.408, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.1207, loss_cls: 0.2179, acc: 92.2578, loss_bbox: 0.2504, loss: 0.6430, grad_norm: 9.3346
2022-08-11 19:30:44,147 - mmdet - INFO - Epoch [1][4300/6400] lr: 2.376e-06, eta: 9:54:29, time: 0.404, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.1073, loss_cls: 0.1986, acc: 93.0391, loss_bbox: 0.2144, loss: 0.5705, grad_norm: 9.4181
2022-08-11 19:31:10,732 - mmdet - INFO - Epoch [1][4350/6400] lr: 2.376e-06, eta: 9:54:37, time: 0.532, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0947, loss_cls: 0.2353, acc: 91.2285, loss_bbox: 0.1916, loss: 0.5730, grad_norm: 9.5750
2022-08-11 19:31:30,971 - mmdet - INFO - Epoch [1][4400/6400] lr: 2.376e-06, eta: 9:53:01, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0904, loss_cls: 0.2127, acc: 92.3926, loss_bbox: 0.1773, loss: 0.5302, grad_norm: 8.8977
2022-08-11 19:31:54,001 - mmdet - INFO - Epoch [1][4450/6400] lr: 2.376e-06, eta: 9:52:11, time: 0.461, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0629, loss_rpn_bbox: 0.0948, loss_cls: 0.2195, acc: 92.3379, loss_bbox: 0.1659, loss: 0.5431, grad_norm: 8.9709
2022-08-11 19:32:19,890 - mmdet - INFO - Epoch [1][4500/6400] lr: 2.376e-06, eta: 9:52:08, time: 0.518, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0764, loss_rpn_bbox: 0.0802, loss_cls: 0.2088, acc: 92.5098, loss_bbox: 0.1688, loss: 0.5343, grad_norm: 9.4333
2022-08-11 19:32:40,212 - mmdet - INFO - Epoch [1][4550/6400] lr: 2.376e-06, eta: 9:50:36, time: 0.406, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0952, loss_cls: 0.2049, acc: 92.9004, loss_bbox: 0.1673, loss: 0.5183, grad_norm: 8.1157
2022-08-11 19:33:11,645 - mmdet - INFO - Epoch [1][4600/6400] lr: 2.376e-06, eta: 9:52:00, time: 0.629, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0729, loss_rpn_bbox: 0.1069, loss_cls: 0.2014, acc: 92.9785, loss_bbox: 0.1765, loss: 0.5577, grad_norm: 9.8749
2022-08-11 19:33:31,717 - mmdet - INFO - Epoch [1][4650/6400] lr: 2.376e-06, eta: 9:50:25, time: 0.401, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0743, loss_cls: 0.1757, acc: 93.8379, loss_bbox: 0.1698, loss: 0.4770, grad_norm: 9.3028
2022-08-11 19:33:58,996 - mmdet - INFO - Epoch [1][4700/6400] lr: 2.376e-06, eta: 9:50:42, time: 0.546, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0690, loss_rpn_bbox: 0.1026, loss_cls: 0.2353, acc: 91.7461, loss_bbox: 0.2128, loss: 0.6196, grad_norm: 9.7538
2022-08-11 19:34:24,843 - mmdet - INFO - Epoch [1][4750/6400] lr: 2.376e-06, eta: 9:50:37, time: 0.517, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.1013, loss_cls: 0.2313, acc: 91.8223, loss_bbox: 0.2032, loss: 0.5946, grad_norm: 8.9196
2022-08-11 19:34:53,232 - mmdet - INFO - Epoch [1][4800/6400] lr: 2.376e-06, eta: 9:51:09, time: 0.568, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0693, loss_rpn_bbox: 0.1313, loss_cls: 0.2425, acc: 91.1621, loss_bbox: 0.2034, loss: 0.6465, grad_norm: 10.4265
2022-08-11 19:35:20,999 - mmdet - INFO - Epoch [1][4850/6400] lr: 2.376e-06, eta: 9:51:31, time: 0.555, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.1051, loss_cls: 0.2154, acc: 92.1113, loss_bbox: 0.2092, loss: 0.5825, grad_norm: 10.3947
2022-08-11 19:35:41,318 - mmdet - INFO - Epoch [1][4900/6400] lr: 2.376e-06, eta: 9:50:03, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0985, loss_cls: 0.2002, acc: 92.7949, loss_bbox: 0.1754, loss: 0.5243, grad_norm: 9.5865
2022-08-11 19:36:04,341 - mmdet - INFO - Epoch [1][4950/6400] lr: 2.376e-06, eta: 9:49:15, time: 0.460, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.1259, loss_cls: 0.2339, acc: 91.6523, loss_bbox: 0.2086, loss: 0.6321, grad_norm: 10.2884
2022-08-11 19:36:27,930 - mmdet - INFO - Epoch [1][5000/6400] lr: 2.376e-06, eta: 9:48:36, time: 0.472, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.1066, loss_cls: 0.1987, acc: 92.8320, loss_bbox: 0.1953, loss: 0.5536, grad_norm: 8.6333
2022-08-11 19:36:51,369 - mmdet - INFO - Epoch [1][5050/6400] lr: 2.376e-06, eta: 9:47:55, time: 0.469, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.1143, loss_cls: 0.2336, acc: 91.6348, loss_bbox: 0.1889, loss: 0.5944, grad_norm: 10.4341
2022-08-11 19:37:14,474 - mmdet - INFO - Epoch [1][5100/6400] lr: 2.376e-06, eta: 9:47:09, time: 0.462, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.1143, loss_cls: 0.2418, acc: 91.1465, loss_bbox: 0.2233, loss: 0.6220, grad_norm: 9.7623
2022-08-11 19:37:43,911 - mmdet - INFO - Epoch [1][5150/6400] lr: 2.376e-06, eta: 9:47:52, time: 0.589, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.1324, loss_cls: 0.2251, acc: 91.9492, loss_bbox: 0.1879, loss: 0.6075, grad_norm: 9.1192
2022-08-11 19:38:04,162 - mmdet - INFO - Epoch [1][5200/6400] lr: 2.376e-06, eta: 9:46:28, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0991, loss_cls: 0.2140, acc: 91.9375, loss_bbox: 0.1969, loss: 0.5522, grad_norm: 9.9490
2022-08-11 19:38:24,525 - mmdet - INFO - Epoch [1][5250/6400] lr: 2.376e-06, eta: 9:45:06, time: 0.407, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0996, loss_cls: 0.2220, acc: 91.7305, loss_bbox: 0.1875, loss: 0.5593, grad_norm: 8.3788
2022-08-11 19:38:44,748 - mmdet - INFO - Epoch [1][5300/6400] lr: 2.376e-06, eta: 9:43:43, time: 0.404, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0826, loss_cls: 0.1943, acc: 93.0059, loss_bbox: 0.1994, loss: 0.5197, grad_norm: 8.9931
2022-08-11 19:39:08,220 - mmdet - INFO - Epoch [1][5350/6400] lr: 2.376e-06, eta: 9:43:05, time: 0.469, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0701, loss_cls: 0.2154, acc: 92.5000, loss_bbox: 0.1758, loss: 0.5121, grad_norm: 9.5703
2022-08-11 19:39:35,586 - mmdet - INFO - Epoch [1][5400/6400] lr: 2.376e-06, eta: 9:43:19, time: 0.547, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0879, loss_cls: 0.2106, acc: 92.2344, loss_bbox: 0.1720, loss: 0.5084, grad_norm: 8.4226
2022-08-11 19:40:03,458 - mmdet - INFO - Epoch [1][5450/6400] lr: 2.376e-06, eta: 9:43:38, time: 0.557, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0787, loss_cls: 0.2006, acc: 92.9414, loss_bbox: 0.1694, loss: 0.4965, grad_norm: 8.4864
2022-08-11 19:40:23,750 - mmdet - INFO - Epoch [1][5500/6400] lr: 2.376e-06, eta: 9:42:19, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.1016, loss_cls: 0.2371, acc: 91.7852, loss_bbox: 0.1814, loss: 0.5741, grad_norm: 9.7629
2022-08-11 19:40:46,493 - mmdet - INFO - Epoch [1][5550/6400] lr: 2.376e-06, eta: 9:41:31, time: 0.455, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.1025, loss_cls: 0.2201, acc: 92.0000, loss_bbox: 0.1829, loss: 0.5576, grad_norm: 10.2850
2022-08-11 19:41:09,999 - mmdet - INFO - Epoch [1][5600/6400] lr: 2.376e-06, eta: 9:40:55, time: 0.470, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.1190, loss_cls: 0.2156, acc: 92.7246, loss_bbox: 0.1691, loss: 0.5629, grad_norm: 8.6706
2022-08-11 19:41:32,969 - mmdet - INFO - Epoch [1][5650/6400] lr: 2.376e-06, eta: 9:40:11, time: 0.459, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.1110, loss_cls: 0.2147, acc: 92.2090, loss_bbox: 0.2026, loss: 0.5738, grad_norm: 8.9766
2022-08-11 19:41:55,670 - mmdet - INFO - Epoch [1][5700/6400] lr: 2.376e-06, eta: 9:39:25, time: 0.454, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0999, loss_cls: 0.2168, acc: 92.0449, loss_bbox: 0.1934, loss: 0.5540, grad_norm: 9.4297
2022-08-11 19:42:16,250 - mmdet - INFO - Epoch [1][5750/6400] lr: 2.376e-06, eta: 9:38:12, time: 0.412, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.1040, loss_cls: 0.2124, acc: 92.0703, loss_bbox: 0.1981, loss: 0.5648, grad_norm: 9.6259
2022-08-11 19:42:43,188 - mmdet - INFO - Epoch [1][5800/6400] lr: 2.376e-06, eta: 9:38:19, time: 0.539, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0872, loss_cls: 0.1898, acc: 93.0898, loss_bbox: 0.1886, loss: 0.5123, grad_norm: 8.4353
2022-08-11 19:43:03,533 - mmdet - INFO - Epoch [1][5850/6400] lr: 2.376e-06, eta: 9:37:05, time: 0.407, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0807, loss_cls: 0.2028, acc: 92.3613, loss_bbox: 0.1787, loss: 0.5049, grad_norm: 8.8205
2022-08-11 19:43:35,085 - mmdet - INFO - Epoch [1][5900/6400] lr: 2.376e-06, eta: 9:38:06, time: 0.631, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.1108, loss_cls: 0.2006, acc: 92.9102, loss_bbox: 0.1632, loss: 0.5323, grad_norm: 9.0383
2022-08-11 19:44:03,193 - mmdet - INFO - Epoch [1][5950/6400] lr: 2.376e-06, eta: 9:38:25, time: 0.562, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.1079, loss_cls: 0.2038, acc: 92.2891, loss_bbox: 0.1844, loss: 0.5395, grad_norm: 9.2035
2022-08-11 19:44:25,625 - mmdet - INFO - Epoch [1][6000/6400] lr: 2.376e-06, eta: 9:37:36, time: 0.449, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0804, loss_cls: 0.1759, acc: 93.4785, loss_bbox: 0.1490, loss: 0.4389, grad_norm: 8.3038
2022-08-11 19:44:51,551 - mmdet - INFO - Epoch [1][6050/6400] lr: 2.376e-06, eta: 9:37:29, time: 0.518, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0914, loss_cls: 0.2080, acc: 92.0664, loss_bbox: 0.1645, loss: 0.5042, grad_norm: 8.6122
2022-08-11 19:45:17,356 - mmdet - INFO - Epoch [1][6100/6400] lr: 2.376e-06, eta: 9:37:20, time: 0.516, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0861, loss_cls: 0.2112, acc: 92.3281, loss_bbox: 0.1708, loss: 0.5201, grad_norm: 8.7558
2022-08-11 19:45:48,577 - mmdet - INFO - Epoch [1][6150/6400] lr: 2.376e-06, eta: 9:38:12, time: 0.624, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.1020, loss_cls: 0.2148, acc: 91.7441, loss_bbox: 0.1933, loss: 0.5590, grad_norm: 9.1633
2022-08-11 19:46:11,251 - mmdet - INFO - Epoch [1][6200/6400] lr: 2.376e-06, eta: 9:37:27, time: 0.453, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.1079, loss_cls: 0.2181, acc: 91.9492, loss_bbox: 0.2013, loss: 0.5679, grad_norm: 9.5473
2022-08-11 19:46:42,351 - mmdet - INFO - Epoch [1][6250/6400] lr: 2.376e-06, eta: 9:38:16, time: 0.622, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0941, loss_cls: 0.2020, acc: 92.5527, loss_bbox: 0.1745, loss: 0.5090, grad_norm: 8.6485
2022-08-11 19:47:02,556 - mmdet - INFO - Epoch [1][6300/6400] lr: 2.376e-06, eta: 9:37:02, time: 0.404, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0833, loss_cls: 0.2041, acc: 92.3574, loss_bbox: 0.1765, loss: 0.5005, grad_norm: 9.4075
2022-08-11 19:47:26,117 - mmdet - INFO - Epoch [1][6350/6400] lr: 2.376e-06, eta: 9:36:27, time: 0.471, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0872, loss_cls: 0.1994, acc: 92.4473, loss_bbox: 0.1650, loss: 0.4950, grad_norm: 9.3272
2022-08-11 19:47:49,947 - mmdet - INFO - Epoch [1][6400/6400] lr: 2.376e-06, eta: 9:35:54, time: 0.477, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.1169, loss_cls: 0.2348, acc: 91.1426, loss_bbox: 0.1944, loss: 0.5960, grad_norm: 10.6990
2022-08-11 19:47:50,333 - mmdet - INFO - Saving checkpoint at 1 epochs
2022-08-11 19:48:28,451 - mmdet - INFO - Epoch [2][50/6400] lr: 2.376e-06, eta: 9:37:33, time: 0.717, data_time: 0.316, memory: 15814, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.1088, loss_cls: 0.2103, acc: 92.4238, loss_bbox: 0.1777, loss: 0.5504, grad_norm: 8.8207
2022-08-11 19:48:48,740 - mmdet - INFO - Epoch [2][100/6400] lr: 2.376e-06, eta: 9:36:21, time: 0.406, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0970, loss_cls: 0.2197, acc: 91.6113, loss_bbox: 0.1933, loss: 0.5478, grad_norm: 9.5093
2022-08-11 19:49:11,472 - mmdet - INFO - Epoch [2][150/6400] lr: 2.376e-06, eta: 9:35:37, time: 0.455, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0992, loss_cls: 0.1957, acc: 93.0195, loss_bbox: 0.1771, loss: 0.5180, grad_norm: 10.2084
2022-08-11 19:49:44,772 - mmdet - INFO - Epoch [2][200/6400] lr: 2.376e-06, eta: 9:36:45, time: 0.666, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.1061, loss_cls: 0.1984, acc: 92.6230, loss_bbox: 0.1878, loss: 0.5423, grad_norm: 9.2582
2022-08-11 19:50:05,065 - mmdet - INFO - Epoch [2][250/6400] lr: 2.376e-06, eta: 9:35:34, time: 0.406, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.1015, loss_cls: 0.2165, acc: 92.2773, loss_bbox: 0.2075, loss: 0.5692, grad_norm: 9.2088
2022-08-11 19:50:28,470 - mmdet - INFO - Epoch [2][300/6400] lr: 2.376e-06, eta: 9:34:57, time: 0.468, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0857, loss_cls: 0.1798, acc: 93.1289, loss_bbox: 0.1774, loss: 0.4979, grad_norm: 9.4727
2022-08-11 19:50:48,703 - mmdet - INFO - Epoch [2][350/6400] lr: 2.376e-06, eta: 9:33:47, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0927, loss_cls: 0.1945, acc: 92.8242, loss_bbox: 0.1759, loss: 0.5108, grad_norm: 9.3999
2022-08-11 19:51:12,571 - mmdet - INFO - Epoch [2][400/6400] lr: 2.376e-06, eta: 9:33:15, time: 0.477, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0951, loss_cls: 0.1647, acc: 93.5820, loss_bbox: 0.1785, loss: 0.4884, grad_norm: 8.8464
2022-08-11 19:51:39,009 - mmdet - INFO - Epoch [2][450/6400] lr: 2.376e-06, eta: 9:33:10, time: 0.529, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0898, loss_cls: 0.1958, acc: 92.7266, loss_bbox: 0.1592, loss: 0.4881, grad_norm: 9.0304
2022-08-11 19:52:02,817 - mmdet - INFO - Epoch [2][500/6400] lr: 2.376e-06, eta: 9:32:37, time: 0.476, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.1116, loss_cls: 0.2117, acc: 91.9023, loss_bbox: 0.1925, loss: 0.5580, grad_norm: 8.6140
2022-08-11 19:52:26,373 - mmdet - INFO - Epoch [2][550/6400] lr: 2.376e-06, eta: 9:32:03, time: 0.471, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0871, loss_cls: 0.2022, acc: 92.7363, loss_bbox: 0.1816, loss: 0.5122, grad_norm: 9.6021
2022-08-11 19:52:51,972 - mmdet - INFO - Epoch [2][600/6400] lr: 2.376e-06, eta: 9:31:48, time: 0.512, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0999, loss_cls: 0.2355, acc: 91.2441, loss_bbox: 0.1843, loss: 0.5624, grad_norm: 9.1521
2022-08-11 19:53:23,428 - mmdet - INFO - Epoch [2][650/6400] lr: 2.376e-06, eta: 9:32:32, time: 0.629, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0915, loss_cls: 0.1969, acc: 92.6719, loss_bbox: 0.1814, loss: 0.5143, grad_norm: 8.6234
2022-08-11 19:53:46,460 - mmdet - INFO - Epoch [2][700/6400] lr: 2.376e-06, eta: 9:31:51, time: 0.461, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0730, loss_cls: 0.1843, acc: 93.3867, loss_bbox: 0.1757, loss: 0.4678, grad_norm: 9.4125
2022-08-11 19:54:06,638 - mmdet - INFO - Epoch [2][750/6400] lr: 2.376e-06, eta: 9:30:44, time: 0.404, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.1063, loss_cls: 0.2253, acc: 91.6836, loss_bbox: 0.1862, loss: 0.5715, grad_norm: 8.6590
2022-08-11 19:54:34,423 - mmdet - INFO - Epoch [2][800/6400] lr: 2.376e-06, eta: 9:30:50, time: 0.556, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0782, loss_cls: 0.1933, acc: 92.8789, loss_bbox: 0.1681, loss: 0.4802, grad_norm: 8.5959
2022-08-11 19:54:54,918 - mmdet - INFO - Epoch [2][850/6400] lr: 2.376e-06, eta: 9:29:46, time: 0.410, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0944, loss_cls: 0.1783, acc: 93.2910, loss_bbox: 0.1658, loss: 0.4737, grad_norm: 9.4170
2022-08-11 19:55:21,455 - mmdet - INFO - Epoch [2][900/6400] lr: 2.376e-06, eta: 9:29:40, time: 0.531, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0792, loss_cls: 0.1905, acc: 93.2246, loss_bbox: 0.1517, loss: 0.4653, grad_norm: 8.3546
2022-08-11 19:55:47,797 - mmdet - INFO - Epoch [2][950/6400] lr: 2.376e-06, eta: 9:29:32, time: 0.527, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.1209, loss_cls: 0.2180, acc: 92.0645, loss_bbox: 0.1955, loss: 0.5799, grad_norm: 9.7219
2022-08-11 19:56:12,614 - mmdet - INFO - Epoch [2][1000/6400] lr: 2.376e-06, eta: 9:29:09, time: 0.496, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.1151, loss_cls: 0.2030, acc: 92.2207, loss_bbox: 0.1864, loss: 0.5399, grad_norm: 9.9293
2022-08-11 19:56:45,886 - mmdet - INFO - Epoch [2][1050/6400] lr: 2.376e-06, eta: 9:30:06, time: 0.665, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0895, loss_cls: 0.1854, acc: 92.8379, loss_bbox: 0.1795, loss: 0.4852, grad_norm: 8.3252
2022-08-11 19:57:11,223 - mmdet - INFO - Epoch [2][1100/6400] lr: 2.376e-06, eta: 9:29:47, time: 0.507, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.1066, loss_cls: 0.2309, acc: 91.6133, loss_bbox: 0.1594, loss: 0.5329, grad_norm: 9.0919
2022-08-11 19:57:31,509 - mmdet - INFO - Epoch [2][1150/6400] lr: 2.376e-06, eta: 9:28:42, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0845, loss_cls: 0.1928, acc: 92.7012, loss_bbox: 0.1747, loss: 0.4782, grad_norm: 8.2879
2022-08-11 19:57:55,704 - mmdet - INFO - Epoch [2][1200/6400] lr: 2.376e-06, eta: 9:28:14, time: 0.484, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0826, loss_cls: 0.1822, acc: 93.2812, loss_bbox: 0.1708, loss: 0.4818, grad_norm: 8.7403
2022-08-11 19:58:16,051 - mmdet - INFO - Epoch [2][1250/6400] lr: 2.376e-06, eta: 9:27:10, time: 0.407, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.1092, loss_cls: 0.2105, acc: 92.0957, loss_bbox: 0.1771, loss: 0.5366, grad_norm: 10.1681
2022-08-11 19:58:42,756 - mmdet - INFO - Epoch [2][1300/6400] lr: 2.376e-06, eta: 9:27:04, time: 0.534, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.1128, loss_cls: 0.2325, acc: 91.2930, loss_bbox: 0.1898, loss: 0.5748, grad_norm: 9.4216
2022-08-11 19:59:05,493 - mmdet - INFO - Epoch [2][1350/6400] lr: 2.376e-06, eta: 9:26:23, time: 0.455, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0896, loss_cls: 0.1748, acc: 93.5059, loss_bbox: 0.1578, loss: 0.4550, grad_norm: 8.8877
2022-08-11 19:59:31,491 - mmdet - INFO - Epoch [2][1400/6400] lr: 2.376e-06, eta: 9:26:11, time: 0.520, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0955, loss_cls: 0.2088, acc: 92.1992, loss_bbox: 0.1675, loss: 0.5044, grad_norm: 8.7219
2022-08-11 20:00:04,154 - mmdet - INFO - Epoch [2][1450/6400] lr: 2.376e-06, eta: 9:26:57, time: 0.653, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.1212, loss_cls: 0.1963, acc: 92.9160, loss_bbox: 0.1652, loss: 0.5372, grad_norm: 9.7918
2022-08-11 20:00:28,240 - mmdet - INFO - Epoch [2][1500/6400] lr: 2.376e-06, eta: 9:26:27, time: 0.482, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.1097, loss_cls: 0.1953, acc: 93.0117, loss_bbox: 0.1828, loss: 0.5359, grad_norm: 10.1818
2022-08-11 20:00:51,303 - mmdet - INFO - Epoch [2][1550/6400] lr: 2.376e-06, eta: 9:25:48, time: 0.461, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0746, loss_cls: 0.1815, acc: 93.1719, loss_bbox: 0.1502, loss: 0.4424, grad_norm: 8.3200
2022-08-11 20:01:14,481 - mmdet - INFO - Epoch [2][1600/6400] lr: 2.376e-06, eta: 9:25:11, time: 0.464, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0736, loss_cls: 0.2033, acc: 92.2637, loss_bbox: 0.1542, loss: 0.4725, grad_norm: 9.7191
2022-08-11 20:01:40,058 - mmdet - INFO - Epoch [2][1650/6400] lr: 2.376e-06, eta: 9:24:54, time: 0.512, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0832, loss_cls: 0.2029, acc: 92.4961, loss_bbox: 0.1617, loss: 0.4827, grad_norm: 9.3246
2022-08-11 20:02:06,000 - mmdet - INFO - Epoch [2][1700/6400] lr: 2.376e-06, eta: 9:24:41, time: 0.519, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0978, loss_cls: 0.2158, acc: 92.5312, loss_bbox: 0.1825, loss: 0.5355, grad_norm: 10.0930
2022-08-11 20:02:34,277 - mmdet - INFO - Epoch [2][1750/6400] lr: 2.376e-06, eta: 9:24:47, time: 0.566, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.1069, loss_cls: 0.1928, acc: 92.8672, loss_bbox: 0.1771, loss: 0.5341, grad_norm: 9.9841
2022-08-11 20:02:54,732 - mmdet - INFO - Epoch [2][1800/6400] lr: 2.376e-06, eta: 9:23:47, time: 0.409, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0659, loss_cls: 0.1685, acc: 93.9082, loss_bbox: 0.1476, loss: 0.4108, grad_norm: 8.3862
2022-08-11 20:03:15,253 - mmdet - INFO - Epoch [2][1850/6400] lr: 2.376e-06, eta: 9:22:47, time: 0.410, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.1062, loss_cls: 0.2024, acc: 92.3848, loss_bbox: 0.1867, loss: 0.5326, grad_norm: 8.8984
2022-08-11 20:03:40,994 - mmdet - INFO - Epoch [2][1900/6400] lr: 2.376e-06, eta: 9:22:32, time: 0.515, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0984, loss_cls: 0.2035, acc: 92.1914, loss_bbox: 0.1806, loss: 0.5203, grad_norm: 10.1200
2022-08-11 20:04:12,015 - mmdet - INFO - Epoch [2][1950/6400] lr: 2.376e-06, eta: 9:23:00, time: 0.620, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.1008, loss_cls: 0.2130, acc: 92.0977, loss_bbox: 0.1858, loss: 0.5417, grad_norm: 10.1482
2022-08-11 20:04:32,701 - mmdet - INFO - Epoch [2][2000/6400] lr: 2.376e-06, eta: 9:22:03, time: 0.414, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.1128, loss_cls: 0.2018, acc: 92.4336, loss_bbox: 0.1936, loss: 0.5450, grad_norm: 10.0524
2022-08-11 20:04:53,425 - mmdet - INFO - Epoch [2][2050/6400] lr: 2.376e-06, eta: 9:21:06, time: 0.414, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0842, loss_cls: 0.2077, acc: 92.0996, loss_bbox: 0.1714, loss: 0.4938, grad_norm: 8.5971
2022-08-11 20:05:20,181 - mmdet - INFO - Epoch [2][2100/6400] lr: 2.376e-06, eta: 9:20:59, time: 0.535, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0898, loss_cls: 0.1941, acc: 92.5820, loss_bbox: 0.1857, loss: 0.5122, grad_norm: 10.2766
2022-08-11 20:06:05,556 - mmdet - INFO - Epoch [2][2150/6400] lr: 2.376e-06, eta: 9:23:19, time: 0.907, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0922, loss_cls: 0.1987, acc: 92.8828, loss_bbox: 0.1964, loss: 0.5212, grad_norm: 9.2988
2022-08-11 20:06:30,145 - mmdet - INFO - Epoch [2][2200/6400] lr: 2.376e-06, eta: 9:22:53, time: 0.492, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.1121, loss_cls: 0.1878, acc: 92.8594, loss_bbox: 0.1781, loss: 0.5156, grad_norm: 9.3415
2022-08-11 20:06:59,522 - mmdet - INFO - Epoch [2][2250/6400] lr: 2.376e-06, eta: 9:23:05, time: 0.588, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0836, loss_cls: 0.1783, acc: 93.3438, loss_bbox: 0.1546, loss: 0.4537, grad_norm: 8.4619
2022-08-11 20:07:19,857 - mmdet - INFO - Epoch [2][2300/6400] lr: 2.376e-06, eta: 9:22:05, time: 0.407, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0880, loss_cls: 0.1799, acc: 93.2207, loss_bbox: 0.1817, loss: 0.4896, grad_norm: 8.3502
2022-08-11 20:07:45,743 - mmdet - INFO - Epoch [2][2350/6400] lr: 2.376e-06, eta: 9:21:49, time: 0.518, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.1007, loss_cls: 0.2070, acc: 91.9902, loss_bbox: 0.1562, loss: 0.5094, grad_norm: 8.8812
2022-08-11 20:08:06,381 - mmdet - INFO - Epoch [2][2400/6400] lr: 2.376e-06, eta: 9:20:53, time: 0.413, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0775, loss_cls: 0.1799, acc: 93.1348, loss_bbox: 0.1617, loss: 0.4532, grad_norm: 8.0459
2022-08-11 20:08:30,543 - mmdet - INFO - Epoch [2][2450/6400] lr: 2.376e-06, eta: 9:20:23, time: 0.483, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0938, loss_cls: 0.1613, acc: 93.7148, loss_bbox: 0.1567, loss: 0.4464, grad_norm: 8.0001
2022-08-11 20:08:55,301 - mmdet - INFO - Epoch [2][2500/6400] lr: 2.376e-06, eta: 9:19:59, time: 0.495, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0731, loss_cls: 0.1771, acc: 93.3828, loss_bbox: 0.1616, loss: 0.4487, grad_norm: 8.2828
2022-08-11 20:09:18,154 - mmdet - INFO - Epoch [2][2550/6400] lr: 2.376e-06, eta: 9:19:20, time: 0.457, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0983, loss_cls: 0.1748, acc: 93.5195, loss_bbox: 0.1548, loss: 0.4636, grad_norm: 8.4708
2022-08-11 20:09:53,048 - mmdet - INFO - Epoch [2][2600/6400] lr: 2.376e-06, eta: 9:20:12, time: 0.698, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0830, loss_cls: 0.1827, acc: 93.2070, loss_bbox: 0.1568, loss: 0.4652, grad_norm: 9.6727
2022-08-11 20:10:16,503 - mmdet - INFO - Epoch [2][2650/6400] lr: 2.376e-06, eta: 9:19:37, time: 0.469, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.1046, loss_cls: 0.1754, acc: 93.5547, loss_bbox: 0.1642, loss: 0.4833, grad_norm: 8.0580
2022-08-11 20:10:50,152 - mmdet - INFO - Epoch [2][2700/6400] lr: 2.376e-06, eta: 9:20:18, time: 0.673, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.1124, loss_cls: 0.1905, acc: 92.8594, loss_bbox: 0.1845, loss: 0.5365, grad_norm: 10.0539
2022-08-11 20:11:15,189 - mmdet - INFO - Epoch [2][2750/6400] lr: 2.376e-06, eta: 9:19:55, time: 0.501, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0897, loss_cls: 0.1944, acc: 92.7871, loss_bbox: 0.1704, loss: 0.4862, grad_norm: 8.5254
2022-08-11 20:11:35,492 - mmdet - INFO - Epoch [2][2800/6400] lr: 2.376e-06, eta: 9:18:57, time: 0.406, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0994, loss_cls: 0.2336, acc: 91.6680, loss_bbox: 0.1953, loss: 0.5708, grad_norm: 9.1470
2022-08-11 20:11:55,695 - mmdet - INFO - Epoch [2][2850/6400] lr: 2.376e-06, eta: 9:17:58, time: 0.404, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.1005, loss_cls: 0.1781, acc: 93.2324, loss_bbox: 0.1563, loss: 0.4726, grad_norm: 8.7730
2022-08-11 20:12:19,770 - mmdet - INFO - Epoch [2][2900/6400] lr: 2.376e-06, eta: 9:17:28, time: 0.481, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.1015, loss_cls: 0.1775, acc: 93.3418, loss_bbox: 0.1564, loss: 0.4773, grad_norm: 8.1538
2022-08-11 20:12:52,135 - mmdet - INFO - Epoch [2][2950/6400] lr: 2.376e-06, eta: 9:17:58, time: 0.647, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0773, loss_cls: 0.1755, acc: 93.3984, loss_bbox: 0.1613, loss: 0.4510, grad_norm: 8.0001
2022-08-11 20:13:12,532 - mmdet - INFO - Epoch [2][3000/6400] lr: 2.376e-06, eta: 9:17:02, time: 0.408, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0833, loss_cls: 0.1869, acc: 93.0957, loss_bbox: 0.1749, loss: 0.4724, grad_norm: 9.5954
2022-08-11 20:13:32,823 - mmdet - INFO - Epoch [2][3050/6400] lr: 2.376e-06, eta: 9:16:05, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0738, loss_cls: 0.1755, acc: 93.0352, loss_bbox: 0.1803, loss: 0.4609, grad_norm: 8.6697
2022-08-11 20:13:56,361 - mmdet - INFO - Epoch [2][3100/6400] lr: 2.376e-06, eta: 9:15:31, time: 0.471, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0790, loss_cls: 0.2168, acc: 92.4531, loss_bbox: 0.1653, loss: 0.4994, grad_norm: 8.8991
2022-08-11 20:14:19,012 - mmdet - INFO - Epoch [2][3150/6400] lr: 2.376e-06, eta: 9:14:52, time: 0.453, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0655, loss_cls: 0.1639, acc: 93.8730, loss_bbox: 0.1500, loss: 0.4084, grad_norm: 7.1000
2022-08-11 20:14:46,445 - mmdet - INFO - Epoch [2][3200/6400] lr: 2.376e-06, eta: 9:14:46, time: 0.549, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0787, loss_cls: 0.1785, acc: 93.0605, loss_bbox: 0.1789, loss: 0.4713, grad_norm: 8.1804
2022-08-11 20:15:13,886 - mmdet - INFO - Epoch [2][3250/6400] lr: 2.376e-06, eta: 9:14:40, time: 0.549, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0802, loss_cls: 0.1998, acc: 92.3223, loss_bbox: 0.1662, loss: 0.4926, grad_norm: 9.2792
2022-08-11 20:15:34,267 - mmdet - INFO - Epoch [2][3300/6400] lr: 2.376e-06, eta: 9:13:44, time: 0.408, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.1104, loss_cls: 0.1953, acc: 92.8984, loss_bbox: 0.1649, loss: 0.5173, grad_norm: 8.5030
2022-08-11 20:15:57,411 - mmdet - INFO - Epoch [2][3350/6400] lr: 2.376e-06, eta: 9:13:08, time: 0.463, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0900, loss_cls: 0.1911, acc: 92.6465, loss_bbox: 0.1737, loss: 0.4878, grad_norm: 7.9660
2022-08-11 20:16:17,637 - mmdet - INFO - Epoch [2][3400/6400] lr: 2.376e-06, eta: 9:12:13, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0828, loss_cls: 0.1804, acc: 93.3691, loss_bbox: 0.1555, loss: 0.4656, grad_norm: 9.0186
2022-08-11 20:16:40,820 - mmdet - INFO - Epoch [2][3450/6400] lr: 2.376e-06, eta: 9:11:38, time: 0.464, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0951, loss_cls: 0.1941, acc: 92.7754, loss_bbox: 0.1710, loss: 0.4952, grad_norm: 8.5481
2022-08-11 20:17:06,823 - mmdet - INFO - Epoch [2][3500/6400] lr: 2.376e-06, eta: 9:11:22, time: 0.520, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0902, loss_cls: 0.1966, acc: 92.7344, loss_bbox: 0.1548, loss: 0.4827, grad_norm: 8.7170
2022-08-11 20:17:33,454 - mmdet - INFO - Epoch [2][3550/6400] lr: 2.376e-06, eta: 9:11:10, time: 0.533, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0991, loss_cls: 0.1906, acc: 92.3398, loss_bbox: 0.1710, loss: 0.4984, grad_norm: 8.9798
2022-08-11 20:17:58,864 - mmdet - INFO - Epoch [2][3600/6400] lr: 2.376e-06, eta: 9:10:49, time: 0.508, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.1117, loss_cls: 0.2026, acc: 92.1484, loss_bbox: 0.1774, loss: 0.5362, grad_norm: 9.2002
2022-08-11 20:18:21,453 - mmdet - INFO - Epoch [2][3650/6400] lr: 2.376e-06, eta: 9:10:10, time: 0.452, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0889, loss_cls: 0.1881, acc: 92.8066, loss_bbox: 0.1632, loss: 0.4791, grad_norm: 8.4159
2022-08-11 20:18:41,711 - mmdet - INFO - Epoch [2][3700/6400] lr: 2.376e-06, eta: 9:09:16, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0961, loss_cls: 0.1671, acc: 93.3906, loss_bbox: 0.1558, loss: 0.4481, grad_norm: 8.1233
2022-08-11 20:19:04,420 - mmdet - INFO - Epoch [2][3750/6400] lr: 2.376e-06, eta: 9:08:38, time: 0.454, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.1055, loss_cls: 0.2021, acc: 92.3379, loss_bbox: 0.1948, loss: 0.5462, grad_norm: 9.1334
2022-08-11 20:19:30,521 - mmdet - INFO - Epoch [2][3800/6400] lr: 2.376e-06, eta: 9:08:23, time: 0.522, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0535, loss_cls: 0.1733, acc: 93.9355, loss_bbox: 0.1498, loss: 0.4101, grad_norm: 7.6264
2022-08-11 20:19:50,853 - mmdet - INFO - Epoch [2][3850/6400] lr: 2.376e-06, eta: 9:07:30, time: 0.407, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0831, loss_cls: 0.1645, acc: 93.8145, loss_bbox: 0.1617, loss: 0.4464, grad_norm: 9.1349
2022-08-11 20:20:11,157 - mmdet - INFO - Epoch [2][3900/6400] lr: 2.376e-06, eta: 9:06:37, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0859, loss_cls: 0.1968, acc: 92.7051, loss_bbox: 0.1609, loss: 0.4790, grad_norm: 8.7634
2022-08-11 20:20:35,024 - mmdet - INFO - Epoch [2][3950/6400] lr: 2.376e-06, eta: 9:06:07, time: 0.477, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0723, loss_cls: 0.1632, acc: 93.7734, loss_bbox: 0.1497, loss: 0.4328, grad_norm: 8.5169
2022-08-11 20:20:55,382 - mmdet - INFO - Epoch [2][4000/6400] lr: 2.376e-06, eta: 9:05:15, time: 0.407, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0768, loss_cls: 0.1866, acc: 93.3066, loss_bbox: 0.1634, loss: 0.4761, grad_norm: 8.3925
2022-08-11 20:21:21,551 - mmdet - INFO - Epoch [2][4050/6400] lr: 2.376e-06, eta: 9:05:00, time: 0.523, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0693, loss_cls: 0.1663, acc: 93.4414, loss_bbox: 0.1539, loss: 0.4189, grad_norm: 7.7060
2022-08-11 20:21:45,241 - mmdet - INFO - Epoch [2][4100/6400] lr: 2.376e-06, eta: 9:04:29, time: 0.474, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.1026, loss_cls: 0.1923, acc: 92.5918, loss_bbox: 0.1600, loss: 0.5017, grad_norm: 8.9655
2022-08-11 20:22:15,551 - mmdet - INFO - Epoch [2][4150/6400] lr: 2.376e-06, eta: 9:04:40, time: 0.606, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.1119, loss_cls: 0.1680, acc: 93.3203, loss_bbox: 0.1623, loss: 0.4747, grad_norm: 8.1162
2022-08-11 20:22:38,722 - mmdet - INFO - Epoch [2][4200/6400] lr: 2.376e-06, eta: 9:04:06, time: 0.463, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0726, loss_cls: 0.1656, acc: 93.5137, loss_bbox: 0.1606, loss: 0.4295, grad_norm: 7.9024
2022-08-11 20:23:03,630 - mmdet - INFO - Epoch [2][4250/6400] lr: 2.376e-06, eta: 9:03:43, time: 0.498, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0937, loss_cls: 0.1950, acc: 92.5547, loss_bbox: 0.1896, loss: 0.5051, grad_norm: 8.7300
2022-08-11 20:23:26,473 - mmdet - INFO - Epoch [2][4300/6400] lr: 2.376e-06, eta: 9:03:07, time: 0.457, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.1044, loss_cls: 0.1838, acc: 92.7871, loss_bbox: 0.1585, loss: 0.4831, grad_norm: 9.0133
2022-08-11 20:23:49,241 - mmdet - INFO - Epoch [2][4350/6400] lr: 2.376e-06, eta: 9:02:31, time: 0.455, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0896, loss_cls: 0.1852, acc: 92.9180, loss_bbox: 0.1642, loss: 0.4706, grad_norm: 8.5071
2022-08-11 20:24:15,666 - mmdet - INFO - Epoch [2][4400/6400] lr: 2.376e-06, eta: 9:02:17, time: 0.529, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0692, loss_cls: 0.1703, acc: 93.7383, loss_bbox: 0.1512, loss: 0.4272, grad_norm: 8.0966
2022-08-11 20:24:38,885 - mmdet - INFO - Epoch [2][4450/6400] lr: 2.376e-06, eta: 9:01:44, time: 0.464, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.1037, loss_cls: 0.2069, acc: 92.2832, loss_bbox: 0.1782, loss: 0.5225, grad_norm: 8.9849
2022-08-11 20:25:04,278 - mmdet - INFO - Epoch [2][4500/6400] lr: 2.376e-06, eta: 9:01:24, time: 0.508, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0829, loss_cls: 0.1644, acc: 93.6680, loss_bbox: 0.1704, loss: 0.4498, grad_norm: 8.3612
2022-08-11 20:25:30,233 - mmdet - INFO - Epoch [2][4550/6400] lr: 2.376e-06, eta: 9:01:07, time: 0.519, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.1000, loss_cls: 0.1726, acc: 93.3438, loss_bbox: 0.1520, loss: 0.4636, grad_norm: 9.2174
2022-08-11 20:25:56,662 - mmdet - INFO - Epoch [2][4600/6400] lr: 2.376e-06, eta: 9:00:53, time: 0.529, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.1310, loss_cls: 0.1748, acc: 93.2305, loss_bbox: 0.1763, loss: 0.5156, grad_norm: 9.0158
2022-08-11 20:26:21,074 - mmdet - INFO - Epoch [2][4650/6400] lr: 2.376e-06, eta: 9:00:27, time: 0.488, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.1143, loss_cls: 0.1924, acc: 92.8203, loss_bbox: 0.1821, loss: 0.5398, grad_norm: 9.0614
2022-08-11 20:26:48,192 - mmdet - INFO - Epoch [2][4700/6400] lr: 2.376e-06, eta: 9:00:17, time: 0.542, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.1165, loss_cls: 0.2089, acc: 91.9668, loss_bbox: 0.1671, loss: 0.5314, grad_norm: 10.7374
2022-08-11 20:27:13,390 - mmdet - INFO - Epoch [2][4750/6400] lr: 2.376e-06, eta: 8:59:55, time: 0.504, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.1111, loss_cls: 0.1713, acc: 93.3711, loss_bbox: 0.1550, loss: 0.4665, grad_norm: 8.0160
2022-08-11 20:27:39,216 - mmdet - INFO - Epoch [2][4800/6400] lr: 2.376e-06, eta: 8:59:37, time: 0.517, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0913, loss_cls: 0.1897, acc: 93.0820, loss_bbox: 0.1652, loss: 0.4924, grad_norm: 8.5349
2022-08-11 20:28:06,121 - mmdet - INFO - Epoch [2][4850/6400] lr: 2.376e-06, eta: 8:59:26, time: 0.538, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0755, loss_cls: 0.1738, acc: 93.3652, loss_bbox: 0.1580, loss: 0.4444, grad_norm: 8.7025
2022-08-11 20:28:26,334 - mmdet - INFO - Epoch [2][4900/6400] lr: 2.376e-06, eta: 8:58:35, time: 0.404, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0714, loss_cls: 0.1911, acc: 92.9219, loss_bbox: 0.1345, loss: 0.4320, grad_norm: 7.9929
2022-08-11 20:28:53,379 - mmdet - INFO - Epoch [2][4950/6400] lr: 2.376e-06, eta: 8:58:24, time: 0.541, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0815, loss_cls: 0.1822, acc: 93.1426, loss_bbox: 0.1505, loss: 0.4449, grad_norm: 7.5791
2022-08-11 20:29:13,562 - mmdet - INFO - Epoch [2][5000/6400] lr: 2.376e-06, eta: 8:57:34, time: 0.404, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0770, loss_cls: 0.1661, acc: 93.6035, loss_bbox: 0.1566, loss: 0.4295, grad_norm: 7.9201
2022-08-11 20:29:36,573 - mmdet - INFO - Epoch [2][5050/6400] lr: 2.376e-06, eta: 8:57:00, time: 0.460, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0837, loss_cls: 0.2110, acc: 91.4844, loss_bbox: 0.1719, loss: 0.5017, grad_norm: 9.6323
2022-08-11 20:29:57,051 - mmdet - INFO - Epoch [2][5100/6400] lr: 2.376e-06, eta: 8:56:11, time: 0.410, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0869, loss_cls: 0.1826, acc: 93.2617, loss_bbox: 0.1767, loss: 0.4747, grad_norm: 8.1597
2022-08-11 20:30:20,482 - mmdet - INFO - Epoch [2][5150/6400] lr: 2.376e-06, eta: 8:55:40, time: 0.469, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0813, loss_cls: 0.1726, acc: 93.3262, loss_bbox: 0.1496, loss: 0.4309, grad_norm: 7.5070
2022-08-11 20:30:47,446 - mmdet - INFO - Epoch [2][5200/6400] lr: 2.376e-06, eta: 8:55:28, time: 0.539, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0822, loss_cls: 0.1806, acc: 93.1250, loss_bbox: 0.1660, loss: 0.4626, grad_norm: 8.8966
2022-08-11 20:31:11,293 - mmdet - INFO - Epoch [2][5250/6400] lr: 2.376e-06, eta: 8:54:59, time: 0.477, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0759, loss_cls: 0.1757, acc: 93.1660, loss_bbox: 0.1511, loss: 0.4446, grad_norm: 7.3333
2022-08-11 20:31:35,225 - mmdet - INFO - Epoch [2][5300/6400] lr: 2.376e-06, eta: 8:54:31, time: 0.479, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0992, loss_cls: 0.1709, acc: 93.3320, loss_bbox: 0.1537, loss: 0.4501, grad_norm: 8.6221
2022-08-11 20:32:01,230 - mmdet - INFO - Epoch [2][5350/6400] lr: 2.376e-06, eta: 8:54:14, time: 0.520, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0748, loss_cls: 0.1898, acc: 92.9512, loss_bbox: 0.1607, loss: 0.4600, grad_norm: 8.6507
2022-08-11 20:32:21,436 - mmdet - INFO - Epoch [2][5400/6400] lr: 2.376e-06, eta: 8:53:25, time: 0.404, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0915, loss_cls: 0.1902, acc: 93.1582, loss_bbox: 0.1684, loss: 0.4808, grad_norm: 9.4114
2022-08-11 20:32:41,690 - mmdet - INFO - Epoch [2][5450/6400] lr: 2.376e-06, eta: 8:52:36, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0943, loss_cls: 0.1854, acc: 92.8750, loss_bbox: 0.1543, loss: 0.4647, grad_norm: 8.9338
2022-08-11 20:33:05,334 - mmdet - INFO - Epoch [2][5500/6400] lr: 2.376e-06, eta: 8:52:06, time: 0.473, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.1175, loss_cls: 0.1839, acc: 92.7539, loss_bbox: 0.1640, loss: 0.5004, grad_norm: 9.2721
2022-08-11 20:33:35,988 - mmdet - INFO - Epoch [2][5550/6400] lr: 2.376e-06, eta: 8:52:14, time: 0.613, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0942, loss_cls: 0.1805, acc: 92.9414, loss_bbox: 0.1578, loss: 0.4659, grad_norm: 8.5835
2022-08-11 20:33:56,126 - mmdet - INFO - Epoch [2][5600/6400] lr: 2.376e-06, eta: 8:51:26, time: 0.403, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0626, loss_cls: 0.1841, acc: 92.9473, loss_bbox: 0.1729, loss: 0.4505, grad_norm: 8.6126
2022-08-11 20:34:19,527 - mmdet - INFO - Epoch [2][5650/6400] lr: 2.376e-06, eta: 8:50:55, time: 0.468, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0949, loss_cls: 0.2057, acc: 92.1074, loss_bbox: 0.1493, loss: 0.4879, grad_norm: 9.2258
2022-08-11 20:34:39,704 - mmdet - INFO - Epoch [2][5700/6400] lr: 2.376e-06, eta: 8:50:06, time: 0.404, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0905, loss_cls: 0.1710, acc: 93.0566, loss_bbox: 0.1547, loss: 0.4535, grad_norm: 7.9348
2022-08-11 20:34:59,915 - mmdet - INFO - Epoch [2][5750/6400] lr: 2.376e-06, eta: 8:49:19, time: 0.404, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0890, loss_cls: 0.1992, acc: 92.9785, loss_bbox: 0.1480, loss: 0.4710, grad_norm: 8.2525
2022-08-11 20:35:23,448 - mmdet - INFO - Epoch [2][5800/6400] lr: 2.376e-06, eta: 8:48:49, time: 0.471, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.1093, loss_cls: 0.1776, acc: 93.2988, loss_bbox: 0.1670, loss: 0.4985, grad_norm: 9.3258
2022-08-11 20:35:47,750 - mmdet - INFO - Epoch [2][5850/6400] lr: 2.376e-06, eta: 8:48:23, time: 0.486, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0952, loss_cls: 0.1718, acc: 93.5781, loss_bbox: 0.1553, loss: 0.4589, grad_norm: 8.4014
2022-08-11 20:36:15,200 - mmdet - INFO - Epoch [2][5900/6400] lr: 2.376e-06, eta: 8:48:13, time: 0.549, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0667, loss_cls: 0.1786, acc: 93.4883, loss_bbox: 0.1369, loss: 0.4173, grad_norm: 10.2193
2022-08-11 20:36:39,719 - mmdet - INFO - Epoch [2][5950/6400] lr: 2.376e-06, eta: 8:47:48, time: 0.490, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0750, loss_cls: 0.1754, acc: 93.2305, loss_bbox: 0.1679, loss: 0.4473, grad_norm: 8.1090
2022-08-11 20:37:07,038 - mmdet - INFO - Epoch [2][6000/6400] lr: 2.376e-06, eta: 8:47:38, time: 0.546, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0912, loss_cls: 0.1806, acc: 93.0801, loss_bbox: 0.1631, loss: 0.4668, grad_norm: 8.6062
2022-08-11 20:37:30,460 - mmdet - INFO - Epoch [2][6050/6400] lr: 2.376e-06, eta: 8:47:08, time: 0.468, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0940, loss_cls: 0.2009, acc: 91.9629, loss_bbox: 0.1819, loss: 0.5143, grad_norm: 8.4331
2022-08-11 20:37:50,656 - mmdet - INFO - Epoch [2][6100/6400] lr: 2.376e-06, eta: 8:46:20, time: 0.404, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0645, loss_cls: 0.1831, acc: 93.1191, loss_bbox: 0.1506, loss: 0.4384, grad_norm: 8.9026
2022-08-11 20:38:15,224 - mmdet - INFO - Epoch [2][6150/6400] lr: 2.376e-06, eta: 8:45:56, time: 0.491, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0891, loss_cls: 0.1669, acc: 93.7715, loss_bbox: 0.1523, loss: 0.4371, grad_norm: 8.6602
2022-08-11 20:38:35,478 - mmdet - INFO - Epoch [2][6200/6400] lr: 2.376e-06, eta: 8:45:09, time: 0.405, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0755, loss_cls: 0.1794, acc: 93.2324, loss_bbox: 0.1459, loss: 0.4317, grad_norm: 7.4687
2022-08-11 20:38:58,661 - mmdet - INFO - Epoch [2][6250/6400] lr: 2.376e-06, eta: 8:44:38, time: 0.464, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.1035, loss_cls: 0.1906, acc: 92.5449, loss_bbox: 0.1598, loss: 0.4842, grad_norm: 9.0902
2022-08-11 20:39:18,999 - mmdet - INFO - Epoch [2][6300/6400] lr: 2.376e-06, eta: 8:43:52, time: 0.407, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0966, loss_cls: 0.1902, acc: 92.9023, loss_bbox: 0.1605, loss: 0.4776, grad_norm: 8.4953
2022-08-11 20:39:39,152 - mmdet - INFO - Epoch [2][6350/6400] lr: 2.376e-06, eta: 8:43:06, time: 0.403, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0821, loss_cls: 0.2006, acc: 92.1055, loss_bbox: 0.1667, loss: 0.4772, grad_norm: 9.2772
2022-08-11 20:40:05,805 - mmdet - INFO - Epoch [2][6400/6400] lr: 2.376e-06, eta: 8:42:52, time: 0.533, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0921, loss_cls: 0.1823, acc: 93.1074, loss_bbox: 0.1633, loss: 0.4773, grad_norm: 8.8737
2022-08-11 20:40:06,192 - mmdet - INFO - Saving checkpoint at 2 epochs
2022-08-11 20:40:45,066 - mmdet - INFO - Epoch [3][50/6400] lr: 2.376e-06, eta: 8:43:23, time: 0.714, data_time: 0.311, memory: 15814, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0855, loss_cls: 0.1839, acc: 92.8555, loss_bbox: 0.1665, loss: 0.4677, grad_norm: 8.8163
2022-08-11 20:41:10,678 - mmdet - INFO - Epoch [3][100/6400] lr: 2.376e-06, eta: 8:43:04, time: 0.512, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0901, loss_cls: 0.1638, acc: 93.8926, loss_bbox: 0.1501, loss: 0.4329, grad_norm: 8.0582
2022-08-11 20:41:45,678 - mmdet - INFO - Epoch [3][150/6400] lr: 2.376e-06, eta: 8:43:31, time: 0.700, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0849, loss_cls: 0.1755, acc: 93.0957, loss_bbox: 0.1505, loss: 0.4471, grad_norm: 8.3983
2022-08-11 20:42:11,861 - mmdet - INFO - Epoch [3][200/6400] lr: 2.376e-06, eta: 8:43:14, time: 0.524, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0843, loss_cls: 0.1711, acc: 93.5859, loss_bbox: 0.1618, loss: 0.4577, grad_norm: 8.5051
2022-08-11 20:42:39,922 - mmdet - INFO - Epoch [3][250/6400] lr: 2.376e-06, eta: 8:43:06, time: 0.561, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0808, loss_cls: 0.1736, acc: 93.6035, loss_bbox: 0.1531, loss: 0.4386, grad_norm: 8.0640
2022-08-11 20:43:03,815 - mmdet - INFO - Epoch [3][300/6400] lr: 2.376e-06, eta: 8:42:38, time: 0.478, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0873, loss_cls: 0.1878, acc: 92.6953, loss_bbox: 0.1792, loss: 0.4818, grad_norm: 9.1504
2022-08-11 20:43:24,053 - mmdet - INFO - Epoch [3][350/6400] lr: 2.376e-06, eta: 8:41:52, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0820, loss_cls: 0.1978, acc: 92.1055, loss_bbox: 0.1674, loss: 0.4840, grad_norm: 8.7815
2022-08-11 20:43:53,744 - mmdet - INFO - Epoch [3][400/6400] lr: 2.376e-06, eta: 8:41:52, time: 0.594, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0816, loss_cls: 0.1671, acc: 93.2734, loss_bbox: 0.1530, loss: 0.4285, grad_norm: 8.1950
2022-08-11 20:44:20,279 - mmdet - INFO - Epoch [3][450/6400] lr: 2.376e-06, eta: 8:41:37, time: 0.531, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0801, loss_cls: 0.1653, acc: 93.9258, loss_bbox: 0.1401, loss: 0.4275, grad_norm: 8.5893
2022-08-11 20:44:45,873 - mmdet - INFO - Epoch [3][500/6400] lr: 2.376e-06, eta: 8:41:17, time: 0.512, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0802, loss_cls: 0.1847, acc: 92.8066, loss_bbox: 0.1454, loss: 0.4375, grad_norm: 8.1358
2022-08-11 20:45:15,365 - mmdet - INFO - Epoch [3][550/6400] lr: 2.376e-06, eta: 8:41:15, time: 0.590, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0812, loss_cls: 0.1829, acc: 92.8262, loss_bbox: 0.1437, loss: 0.4388, grad_norm: 7.8768
2022-08-11 20:45:47,339 - mmdet - INFO - Epoch [3][600/6400] lr: 2.376e-06, eta: 8:41:25, time: 0.639, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0945, loss_cls: 0.1862, acc: 92.7188, loss_bbox: 0.1695, loss: 0.4835, grad_norm: 9.2751
2022-08-11 20:46:07,619 - mmdet - INFO - Epoch [3][650/6400] lr: 2.376e-06, eta: 8:40:40, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0685, loss_cls: 0.1476, acc: 94.2656, loss_bbox: 0.1242, loss: 0.3680, grad_norm: 7.1683
2022-08-11 20:46:34,380 - mmdet - INFO - Epoch [3][700/6400] lr: 2.376e-06, eta: 8:40:25, time: 0.535, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0970, loss_cls: 0.1799, acc: 93.1855, loss_bbox: 0.1620, loss: 0.4800, grad_norm: 9.5907
2022-08-11 20:47:03,046 - mmdet - INFO - Epoch [3][750/6400] lr: 2.376e-06, eta: 8:40:19, time: 0.573, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0769, loss_cls: 0.1851, acc: 93.1504, loss_bbox: 0.1423, loss: 0.4285, grad_norm: 7.9613
2022-08-11 20:47:30,948 - mmdet - INFO - Epoch [3][800/6400] lr: 2.376e-06, eta: 8:40:10, time: 0.558, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0935, loss_cls: 0.1666, acc: 93.4531, loss_bbox: 0.1399, loss: 0.4241, grad_norm: 7.9957
2022-08-11 20:47:57,725 - mmdet - INFO - Epoch [3][850/6400] lr: 2.376e-06, eta: 8:39:54, time: 0.536, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0766, loss_cls: 0.1832, acc: 93.3086, loss_bbox: 0.1459, loss: 0.4376, grad_norm: 8.9322
2022-08-11 20:48:18,036 - mmdet - INFO - Epoch [3][900/6400] lr: 2.376e-06, eta: 8:39:10, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0764, loss_cls: 0.1459, acc: 94.2324, loss_bbox: 0.1497, loss: 0.4016, grad_norm: 7.9317
2022-08-11 20:48:44,278 - mmdet - INFO - Epoch [3][950/6400] lr: 2.376e-06, eta: 8:38:52, time: 0.525, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.1229, loss_cls: 0.1770, acc: 93.0293, loss_bbox: 0.1537, loss: 0.4835, grad_norm: 8.0225
2022-08-11 20:49:05,064 - mmdet - INFO - Epoch [3][1000/6400] lr: 2.376e-06, eta: 8:38:09, time: 0.416, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0938, loss_cls: 0.1627, acc: 93.6309, loss_bbox: 0.1595, loss: 0.4386, grad_norm: 8.0716
2022-08-11 20:49:43,166 - mmdet - INFO - Epoch [3][1050/6400] lr: 2.376e-06, eta: 8:38:46, time: 0.762, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0968, loss_cls: 0.1727, acc: 93.1484, loss_bbox: 0.1361, loss: 0.4316, grad_norm: 8.0627
2022-08-11 20:50:08,046 - mmdet - INFO - Epoch [3][1100/6400] lr: 2.376e-06, eta: 8:38:22, time: 0.498, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0862, loss_cls: 0.1769, acc: 93.2969, loss_bbox: 0.1549, loss: 0.4583, grad_norm: 7.9562
2022-08-11 20:50:33,609 - mmdet - INFO - Epoch [3][1150/6400] lr: 2.376e-06, eta: 8:38:01, time: 0.511, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.1004, loss_cls: 0.1711, acc: 93.8691, loss_bbox: 0.1381, loss: 0.4411, grad_norm: 8.2710
2022-08-11 20:50:56,859 - mmdet - INFO - Epoch [3][1200/6400] lr: 2.376e-06, eta: 8:37:30, time: 0.465, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0677, loss_cls: 0.1387, acc: 94.5879, loss_bbox: 0.1293, loss: 0.3615, grad_norm: 6.8501
2022-08-11 20:51:23,501 - mmdet - INFO - Epoch [3][1250/6400] lr: 2.376e-06, eta: 8:37:13, time: 0.533, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0838, loss_cls: 0.1994, acc: 92.0684, loss_bbox: 0.1605, loss: 0.4745, grad_norm: 9.4090
2022-08-11 20:51:46,151 - mmdet - INFO - Epoch [3][1300/6400] lr: 2.376e-06, eta: 8:36:39, time: 0.453, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0814, loss_cls: 0.1601, acc: 93.8965, loss_bbox: 0.1530, loss: 0.4237, grad_norm: 7.8404
2022-08-11 20:52:06,742 - mmdet - INFO - Epoch [3][1350/6400] lr: 2.376e-06, eta: 8:35:56, time: 0.412, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0967, loss_cls: 0.1850, acc: 93.0273, loss_bbox: 0.1499, loss: 0.4564, grad_norm: 8.2711
2022-08-11 20:52:30,233 - mmdet - INFO - Epoch [3][1400/6400] lr: 2.376e-06, eta: 8:35:26, time: 0.470, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0864, loss_cls: 0.1835, acc: 92.9297, loss_bbox: 0.1535, loss: 0.4496, grad_norm: 8.8585
2022-08-11 20:52:56,542 - mmdet - INFO - Epoch [3][1450/6400] lr: 2.376e-06, eta: 8:35:09, time: 0.526, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0725, loss_cls: 0.1664, acc: 93.7559, loss_bbox: 0.1511, loss: 0.4182, grad_norm: 8.1109
2022-08-11 20:53:17,052 - mmdet - INFO - Epoch [3][1500/6400] lr: 2.376e-06, eta: 8:34:26, time: 0.410, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0947, loss_cls: 0.1649, acc: 93.2656, loss_bbox: 0.1509, loss: 0.4383, grad_norm: 7.8209
2022-08-11 20:53:40,584 - mmdet - INFO - Epoch [3][1550/6400] lr: 2.376e-06, eta: 8:33:56, time: 0.471, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0898, loss_cls: 0.1691, acc: 93.6172, loss_bbox: 0.1546, loss: 0.4410, grad_norm: 8.3601
2022-08-11 20:54:01,145 - mmdet - INFO - Epoch [3][1600/6400] lr: 2.376e-06, eta: 8:33:13, time: 0.411, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0863, loss_cls: 0.1626, acc: 93.6152, loss_bbox: 0.1550, loss: 0.4238, grad_norm: 7.7144
2022-08-11 20:54:27,625 - mmdet - INFO - Epoch [3][1650/6400] lr: 2.376e-06, eta: 8:32:56, time: 0.530, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0858, loss_cls: 0.1546, acc: 93.9531, loss_bbox: 0.1559, loss: 0.4171, grad_norm: 8.9087
2022-08-11 20:54:48,407 - mmdet - INFO - Epoch [3][1700/6400] lr: 2.376e-06, eta: 8:32:15, time: 0.416, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0824, loss_cls: 0.1575, acc: 93.5527, loss_bbox: 0.1490, loss: 0.4135, grad_norm: 8.2709
2022-08-11 20:55:08,984 - mmdet - INFO - Epoch [3][1750/6400] lr: 2.376e-06, eta: 8:31:33, time: 0.412, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0648, loss_cls: 0.1655, acc: 93.6094, loss_bbox: 0.1513, loss: 0.4035, grad_norm: 7.4175
2022-08-11 20:55:34,444 - mmdet - INFO - Epoch [3][1800/6400] lr: 2.376e-06, eta: 8:31:12, time: 0.509, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0853, loss_cls: 0.1697, acc: 93.5215, loss_bbox: 0.1399, loss: 0.4249, grad_norm: 8.2021
2022-08-11 20:55:54,875 - mmdet - INFO - Epoch [3][1850/6400] lr: 2.376e-06, eta: 8:30:29, time: 0.409, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0709, loss_cls: 0.1584, acc: 93.6133, loss_bbox: 0.1479, loss: 0.4080, grad_norm: 8.1451
2022-08-11 20:56:15,173 - mmdet - INFO - Epoch [3][1900/6400] lr: 2.376e-06, eta: 8:29:46, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0857, loss_cls: 0.1750, acc: 93.3574, loss_bbox: 0.1580, loss: 0.4414, grad_norm: 8.2611
2022-08-11 20:56:35,296 - mmdet - INFO - Epoch [3][1950/6400] lr: 2.376e-06, eta: 8:29:02, time: 0.402, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0644, loss_cls: 0.1510, acc: 94.2754, loss_bbox: 0.1472, loss: 0.3845, grad_norm: 8.2897
2022-08-11 20:56:58,017 - mmdet - INFO - Epoch [3][2000/6400] lr: 2.376e-06, eta: 8:28:30, time: 0.454, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0892, loss_cls: 0.1951, acc: 92.3672, loss_bbox: 0.1647, loss: 0.4793, grad_norm: 8.3166
2022-08-11 20:57:18,410 - mmdet - INFO - Epoch [3][2050/6400] lr: 2.376e-06, eta: 8:27:48, time: 0.408, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0857, loss_cls: 0.1697, acc: 93.6484, loss_bbox: 0.1474, loss: 0.4253, grad_norm: 8.1680
2022-08-11 20:57:41,166 - mmdet - INFO - Epoch [3][2100/6400] lr: 2.376e-06, eta: 8:27:16, time: 0.455, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0849, loss_cls: 0.1787, acc: 92.9668, loss_bbox: 0.1558, loss: 0.4569, grad_norm: 7.9707
2022-08-11 20:58:15,854 - mmdet - INFO - Epoch [3][2150/6400] lr: 2.376e-06, eta: 8:27:33, time: 0.694, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0849, loss_cls: 0.1626, acc: 93.6289, loss_bbox: 0.1395, loss: 0.4235, grad_norm: 8.2817
2022-08-11 20:58:39,300 - mmdet - INFO - Epoch [3][2200/6400] lr: 2.376e-06, eta: 8:27:03, time: 0.469, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0806, loss_cls: 0.1788, acc: 92.8848, loss_bbox: 0.1361, loss: 0.4300, grad_norm: 7.9537
2022-08-11 20:59:06,956 - mmdet - INFO - Epoch [3][2250/6400] lr: 2.376e-06, eta: 8:26:51, time: 0.553, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0952, loss_cls: 0.1842, acc: 92.8516, loss_bbox: 0.1732, loss: 0.4903, grad_norm: 8.5381
2022-08-11 20:59:41,202 - mmdet - INFO - Epoch [3][2300/6400] lr: 2.376e-06, eta: 8:27:06, time: 0.685, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0859, loss_cls: 0.1531, acc: 93.9922, loss_bbox: 0.1374, loss: 0.4022, grad_norm: 7.5730
2022-08-11 21:00:08,409 - mmdet - INFO - Epoch [3][2350/6400] lr: 2.376e-06, eta: 8:26:52, time: 0.544, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0704, loss_cls: 0.1576, acc: 93.8027, loss_bbox: 0.1308, loss: 0.3991, grad_norm: 8.3306
2022-08-11 21:00:37,835 - mmdet - INFO - Epoch [3][2400/6400] lr: 2.376e-06, eta: 8:26:46, time: 0.589, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0688, loss_cls: 0.1716, acc: 93.5098, loss_bbox: 0.1540, loss: 0.4181, grad_norm: 7.5790
2022-08-11 21:00:58,431 - mmdet - INFO - Epoch [3][2450/6400] lr: 2.376e-06, eta: 8:26:05, time: 0.412, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0665, loss_cls: 0.1763, acc: 93.2832, loss_bbox: 0.1493, loss: 0.4209, grad_norm: 7.2368
2022-08-11 21:01:21,340 - mmdet - INFO - Epoch [3][2500/6400] lr: 2.376e-06, eta: 8:25:33, time: 0.458, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.1028, loss_cls: 0.1750, acc: 93.2012, loss_bbox: 0.1445, loss: 0.4585, grad_norm: 8.6389
2022-08-11 21:01:42,254 - mmdet - INFO - Epoch [3][2550/6400] lr: 2.376e-06, eta: 8:24:54, time: 0.418, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0637, loss_cls: 0.1611, acc: 93.6699, loss_bbox: 0.1411, loss: 0.3900, grad_norm: 7.7084
2022-08-11 21:02:02,743 - mmdet - INFO - Epoch [3][2600/6400] lr: 2.376e-06, eta: 8:24:12, time: 0.410, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0883, loss_cls: 0.1465, acc: 94.2793, loss_bbox: 0.1458, loss: 0.4003, grad_norm: 7.3163
2022-08-11 21:02:29,885 - mmdet - INFO - Epoch [3][2650/6400] lr: 2.376e-06, eta: 8:23:58, time: 0.543, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0764, loss_cls: 0.1750, acc: 93.0566, loss_bbox: 0.1565, loss: 0.4448, grad_norm: 8.8749
2022-08-11 21:02:53,329 - mmdet - INFO - Epoch [3][2700/6400] lr: 2.376e-06, eta: 8:23:28, time: 0.469, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.1010, loss_cls: 0.1766, acc: 93.0371, loss_bbox: 0.1534, loss: 0.4563, grad_norm: 8.6152
2022-08-11 21:03:20,084 - mmdet - INFO - Epoch [3][2750/6400] lr: 2.376e-06, eta: 8:23:12, time: 0.535, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0906, loss_cls: 0.1579, acc: 93.8848, loss_bbox: 0.1295, loss: 0.4008, grad_norm: 8.8720
2022-08-11 21:03:43,085 - mmdet - INFO - Epoch [3][2800/6400] lr: 2.376e-06, eta: 8:22:41, time: 0.460, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0737, loss_cls: 0.1815, acc: 92.8867, loss_bbox: 0.1469, loss: 0.4259, grad_norm: 8.2208
2022-08-11 21:04:06,845 - mmdet - INFO - Epoch [3][2850/6400] lr: 2.376e-06, eta: 8:22:13, time: 0.475, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0861, loss_cls: 0.1784, acc: 93.0840, loss_bbox: 0.1518, loss: 0.4418, grad_norm: 8.5635
2022-08-11 21:04:27,087 - mmdet - INFO - Epoch [3][2900/6400] lr: 2.376e-06, eta: 8:21:31, time: 0.405, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0634, loss_cls: 0.1546, acc: 94.2246, loss_bbox: 0.1534, loss: 0.3965, grad_norm: 7.7742
2022-08-11 21:04:50,258 - mmdet - INFO - Epoch [3][2950/6400] lr: 2.376e-06, eta: 8:21:01, time: 0.463, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0774, loss_cls: 0.1631, acc: 93.8145, loss_bbox: 0.1237, loss: 0.3920, grad_norm: 8.8029
2022-08-11 21:05:10,843 - mmdet - INFO - Epoch [3][3000/6400] lr: 2.376e-06, eta: 8:20:21, time: 0.412, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.1014, loss_cls: 0.1768, acc: 93.3652, loss_bbox: 0.1569, loss: 0.4610, grad_norm: 8.0186
2022-08-11 21:05:39,055 - mmdet - INFO - Epoch [3][3050/6400] lr: 2.376e-06, eta: 8:20:10, time: 0.564, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0867, loss_cls: 0.1824, acc: 92.8223, loss_bbox: 0.1627, loss: 0.4647, grad_norm: 8.1175
2022-08-11 21:05:59,417 - mmdet - INFO - Epoch [3][3100/6400] lr: 2.376e-06, eta: 8:19:29, time: 0.407, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0725, loss_cls: 0.1547, acc: 94.0098, loss_bbox: 0.1356, loss: 0.3922, grad_norm: 7.6004
2022-08-11 21:06:38,170 - mmdet - INFO - Epoch [3][3150/6400] lr: 2.376e-06, eta: 8:19:58, time: 0.775, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0849, loss_cls: 0.1841, acc: 92.9453, loss_bbox: 0.1572, loss: 0.4558, grad_norm: 8.0479
2022-08-11 21:07:01,075 - mmdet - INFO - Epoch [3][3200/6400] lr: 2.376e-06, eta: 8:19:27, time: 0.458, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0911, loss_cls: 0.1844, acc: 92.4062, loss_bbox: 0.1642, loss: 0.4663, grad_norm: 8.7991
2022-08-11 21:07:21,389 - mmdet - INFO - Epoch [3][3250/6400] lr: 2.376e-06, eta: 8:18:46, time: 0.406, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0740, loss_cls: 0.1569, acc: 93.9570, loss_bbox: 0.1427, loss: 0.4011, grad_norm: 7.9714
2022-08-11 21:07:46,158 - mmdet - INFO - Epoch [3][3300/6400] lr: 2.376e-06, eta: 8:18:22, time: 0.495, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0884, loss_cls: 0.1768, acc: 92.9805, loss_bbox: 0.1530, loss: 0.4543, grad_norm: 8.7500
2022-08-11 21:08:12,725 - mmdet - INFO - Epoch [3][3350/6400] lr: 2.376e-06, eta: 8:18:05, time: 0.531, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0572, loss_cls: 0.1667, acc: 93.3555, loss_bbox: 0.1505, loss: 0.4031, grad_norm: 7.6369
2022-08-11 21:08:36,542 - mmdet - INFO - Epoch [3][3400/6400] lr: 2.376e-06, eta: 8:17:37, time: 0.476, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0775, loss_cls: 0.1621, acc: 93.6855, loss_bbox: 0.1461, loss: 0.4192, grad_norm: 7.4630
2022-08-11 21:09:07,984 - mmdet - INFO - Epoch [3][3450/6400] lr: 2.376e-06, eta: 8:17:38, time: 0.629, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0785, loss_cls: 0.1694, acc: 93.5781, loss_bbox: 0.1450, loss: 0.4152, grad_norm: 7.9125
2022-08-11 21:09:31,425 - mmdet - INFO - Epoch [3][3500/6400] lr: 2.376e-06, eta: 8:17:08, time: 0.469, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0648, loss_cls: 0.1444, acc: 94.3984, loss_bbox: 0.1461, loss: 0.3753, grad_norm: 7.8777
2022-08-11 21:09:51,725 - mmdet - INFO - Epoch [3][3550/6400] lr: 2.376e-06, eta: 8:16:28, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0690, loss_cls: 0.1600, acc: 93.8242, loss_bbox: 0.1497, loss: 0.3989, grad_norm: 7.3226
2022-08-11 21:10:11,986 - mmdet - INFO - Epoch [3][3600/6400] lr: 2.376e-06, eta: 8:15:47, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0726, loss_cls: 0.1542, acc: 93.8926, loss_bbox: 0.1348, loss: 0.3920, grad_norm: 7.8675
2022-08-11 21:10:32,389 - mmdet - INFO - Epoch [3][3650/6400] lr: 2.376e-06, eta: 8:15:07, time: 0.408, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.1031, loss_cls: 0.1548, acc: 93.6953, loss_bbox: 0.1511, loss: 0.4340, grad_norm: 7.5971
2022-08-11 21:10:54,943 - mmdet - INFO - Epoch [3][3700/6400] lr: 2.376e-06, eta: 8:14:35, time: 0.451, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0828, loss_cls: 0.1751, acc: 93.2148, loss_bbox: 0.1729, loss: 0.4596, grad_norm: 8.0712
2022-08-11 21:11:18,423 - mmdet - INFO - Epoch [3][3750/6400] lr: 2.376e-06, eta: 8:14:06, time: 0.470, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0669, loss_cls: 0.1645, acc: 93.6562, loss_bbox: 0.1527, loss: 0.4113, grad_norm: 8.1706
2022-08-11 21:11:44,898 - mmdet - INFO - Epoch [3][3800/6400] lr: 2.376e-06, eta: 8:13:48, time: 0.530, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0847, loss_cls: 0.1829, acc: 92.7852, loss_bbox: 0.1580, loss: 0.4488, grad_norm: 7.7783
2022-08-11 21:12:05,158 - mmdet - INFO - Epoch [3][3850/6400] lr: 2.376e-06, eta: 8:13:08, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0663, loss_cls: 0.1720, acc: 94.0254, loss_bbox: 0.1406, loss: 0.3972, grad_norm: 6.8657
2022-08-11 21:12:30,839 - mmdet - INFO - Epoch [3][3900/6400] lr: 2.376e-06, eta: 8:12:47, time: 0.514, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0749, loss_cls: 0.1477, acc: 94.0898, loss_bbox: 0.1412, loss: 0.3855, grad_norm: 7.5742
2022-08-11 21:12:53,861 - mmdet - INFO - Epoch [3][3950/6400] lr: 2.376e-06, eta: 8:12:17, time: 0.460, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0675, loss_cls: 0.1705, acc: 93.5977, loss_bbox: 0.1424, loss: 0.4044, grad_norm: 8.5663
2022-08-11 21:13:19,429 - mmdet - INFO - Epoch [3][4000/6400] lr: 2.376e-06, eta: 8:11:56, time: 0.511, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0704, loss_cls: 0.1607, acc: 94.0254, loss_bbox: 0.1422, loss: 0.3989, grad_norm: 7.7555
2022-08-11 21:13:39,790 - mmdet - INFO - Epoch [3][4050/6400] lr: 2.376e-06, eta: 8:11:16, time: 0.407, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0677, loss_cls: 0.1895, acc: 92.6172, loss_bbox: 0.1593, loss: 0.4462, grad_norm: 8.2008
2022-08-11 21:14:00,130 - mmdet - INFO - Epoch [3][4100/6400] lr: 2.376e-06, eta: 8:10:36, time: 0.407, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0917, loss_cls: 0.1729, acc: 93.3652, loss_bbox: 0.1508, loss: 0.4423, grad_norm: 7.5380
2022-08-11 21:14:20,424 - mmdet - INFO - Epoch [3][4150/6400] lr: 2.376e-06, eta: 8:09:57, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0922, loss_cls: 0.1843, acc: 92.9219, loss_bbox: 0.1615, loss: 0.4705, grad_norm: 8.5165
2022-08-11 21:14:44,878 - mmdet - INFO - Epoch [3][4200/6400] lr: 2.376e-06, eta: 8:09:32, time: 0.489, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0733, loss_cls: 0.1603, acc: 93.6641, loss_bbox: 0.1346, loss: 0.3960, grad_norm: 7.2233
2022-08-11 21:15:07,481 - mmdet - INFO - Epoch [3][4250/6400] lr: 2.376e-06, eta: 8:09:00, time: 0.452, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0794, loss_cls: 0.1845, acc: 92.7480, loss_bbox: 0.1569, loss: 0.4565, grad_norm: 7.9156
2022-08-11 21:15:30,914 - mmdet - INFO - Epoch [3][4300/6400] lr: 2.376e-06, eta: 8:08:32, time: 0.469, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0676, loss_cls: 0.1625, acc: 94.0098, loss_bbox: 0.1439, loss: 0.3981, grad_norm: 7.4264
2022-08-11 21:15:56,770 - mmdet - INFO - Epoch [3][4350/6400] lr: 2.376e-06, eta: 8:08:12, time: 0.517, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0740, loss_cls: 0.1683, acc: 93.5703, loss_bbox: 0.1441, loss: 0.4123, grad_norm: 7.7995
2022-08-11 21:16:22,014 - mmdet - INFO - Epoch [3][4400/6400] lr: 2.376e-06, eta: 8:07:50, time: 0.505, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0817, loss_cls: 0.1851, acc: 92.9668, loss_bbox: 0.1531, loss: 0.4448, grad_norm: 9.2168
2022-08-11 21:16:42,283 - mmdet - INFO - Epoch [3][4450/6400] lr: 2.376e-06, eta: 8:07:10, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0737, loss_cls: 0.1590, acc: 93.7891, loss_bbox: 0.1344, loss: 0.3877, grad_norm: 7.7080
2022-08-11 21:17:02,604 - mmdet - INFO - Epoch [3][4500/6400] lr: 2.376e-06, eta: 8:06:31, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0976, loss_cls: 0.1742, acc: 93.0312, loss_bbox: 0.1612, loss: 0.4597, grad_norm: 8.4157
2022-08-11 21:17:32,600 - mmdet - INFO - Epoch [3][4550/6400] lr: 2.376e-06, eta: 8:06:26, time: 0.600, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0731, loss_cls: 0.1480, acc: 94.2617, loss_bbox: 0.1287, loss: 0.3716, grad_norm: 7.1464
2022-08-11 21:17:52,865 - mmdet - INFO - Epoch [3][4600/6400] lr: 2.376e-06, eta: 8:05:46, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0755, loss_cls: 0.1661, acc: 93.4297, loss_bbox: 0.1636, loss: 0.4269, grad_norm: 7.5756
2022-08-11 21:18:18,874 - mmdet - INFO - Epoch [3][4650/6400] lr: 2.376e-06, eta: 8:05:27, time: 0.520, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0776, loss_cls: 0.1660, acc: 93.4961, loss_bbox: 0.1445, loss: 0.4111, grad_norm: 7.4611
2022-08-11 21:18:42,862 - mmdet - INFO - Epoch [3][4700/6400] lr: 2.376e-06, eta: 8:05:00, time: 0.480, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0591, loss_cls: 0.1578, acc: 93.8457, loss_bbox: 0.1418, loss: 0.3828, grad_norm: 8.3373
2022-08-11 21:19:10,424 - mmdet - INFO - Epoch [3][4750/6400] lr: 2.376e-06, eta: 8:04:46, time: 0.551, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0943, loss_cls: 0.1711, acc: 93.0254, loss_bbox: 0.1468, loss: 0.4412, grad_norm: 7.8260
2022-08-11 21:19:30,691 - mmdet - INFO - Epoch [3][4800/6400] lr: 2.376e-06, eta: 8:04:07, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0769, loss_cls: 0.1774, acc: 93.1172, loss_bbox: 0.1477, loss: 0.4238, grad_norm: 8.2233
2022-08-11 21:20:01,386 - mmdet - INFO - Epoch [3][4850/6400] lr: 2.376e-06, eta: 8:04:03, time: 0.614, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0851, loss_cls: 0.1882, acc: 92.5977, loss_bbox: 0.1560, loss: 0.4517, grad_norm: 7.9207
2022-08-11 21:20:26,867 - mmdet - INFO - Epoch [3][4900/6400] lr: 2.376e-06, eta: 8:03:42, time: 0.510, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0897, loss_cls: 0.1635, acc: 93.7266, loss_bbox: 0.1282, loss: 0.4048, grad_norm: 8.0789
2022-08-11 21:20:49,448 - mmdet - INFO - Epoch [3][4950/6400] lr: 2.376e-06, eta: 8:03:11, time: 0.452, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0735, loss_cls: 0.1676, acc: 93.6543, loss_bbox: 0.1494, loss: 0.4138, grad_norm: 8.5445
2022-08-11 21:21:15,181 - mmdet - INFO - Epoch [3][5000/6400] lr: 2.376e-06, eta: 8:02:50, time: 0.515, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0583, loss_cls: 0.1469, acc: 94.8008, loss_bbox: 0.1227, loss: 0.3514, grad_norm: 6.8511
2022-08-11 21:21:43,503 - mmdet - INFO - Epoch [3][5050/6400] lr: 2.376e-06, eta: 8:02:38, time: 0.566, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0729, loss_cls: 0.1571, acc: 93.9883, loss_bbox: 0.1287, loss: 0.3899, grad_norm: 7.5133
2022-08-11 21:22:03,742 - mmdet - INFO - Epoch [3][5100/6400] lr: 2.376e-06, eta: 8:01:59, time: 0.405, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0698, loss_cls: 0.1437, acc: 94.6719, loss_bbox: 0.1289, loss: 0.3697, grad_norm: 7.9562
2022-08-11 21:22:24,045 - mmdet - INFO - Epoch [3][5150/6400] lr: 2.376e-06, eta: 8:01:21, time: 0.406, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0598, loss_cls: 0.1641, acc: 93.6133, loss_bbox: 0.1451, loss: 0.3913, grad_norm: 7.9040
2022-08-11 21:22:55,156 - mmdet - INFO - Epoch [3][5200/6400] lr: 2.376e-06, eta: 8:01:18, time: 0.622, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0912, loss_cls: 0.1664, acc: 93.5254, loss_bbox: 0.1458, loss: 0.4248, grad_norm: 8.0609
2022-08-11 21:23:25,338 - mmdet - INFO - Epoch [3][5250/6400] lr: 2.376e-06, eta: 8:01:11, time: 0.604, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0686, loss_cls: 0.1640, acc: 93.7832, loss_bbox: 0.1359, loss: 0.3859, grad_norm: 7.2006
2022-08-11 21:23:45,564 - mmdet - INFO - Epoch [3][5300/6400] lr: 2.376e-06, eta: 8:00:33, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0835, loss_cls: 0.1727, acc: 93.2891, loss_bbox: 0.1236, loss: 0.4086, grad_norm: 7.6941
2022-08-11 21:24:10,048 - mmdet - INFO - Epoch [3][5350/6400] lr: 2.376e-06, eta: 8:00:08, time: 0.490, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0901, loss_cls: 0.1613, acc: 93.5098, loss_bbox: 0.1409, loss: 0.4168, grad_norm: 8.1254
2022-08-11 21:24:30,287 - mmdet - INFO - Epoch [3][5400/6400] lr: 2.376e-06, eta: 7:59:30, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0791, loss_cls: 0.1747, acc: 92.8516, loss_bbox: 0.1693, loss: 0.4453, grad_norm: 7.2336
2022-08-11 21:24:58,111 - mmdet - INFO - Epoch [3][5450/6400] lr: 2.376e-06, eta: 7:59:15, time: 0.556, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0698, loss_cls: 0.1629, acc: 93.4141, loss_bbox: 0.1629, loss: 0.4217, grad_norm: 8.3866
2022-08-11 21:25:18,296 - mmdet - INFO - Epoch [3][5500/6400] lr: 2.376e-06, eta: 7:58:37, time: 0.404, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0761, loss_cls: 0.1958, acc: 92.7676, loss_bbox: 0.1354, loss: 0.4360, grad_norm: 8.3123
2022-08-11 21:25:41,755 - mmdet - INFO - Epoch [3][5550/6400] lr: 2.376e-06, eta: 7:58:09, time: 0.469, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0934, loss_cls: 0.1698, acc: 93.3125, loss_bbox: 0.1500, loss: 0.4430, grad_norm: 7.9664
2022-08-11 21:26:01,971 - mmdet - INFO - Epoch [3][5600/6400] lr: 2.376e-06, eta: 7:57:31, time: 0.404, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0864, loss_cls: 0.1542, acc: 94.0371, loss_bbox: 0.1285, loss: 0.4003, grad_norm: 7.4911
2022-08-11 21:26:29,336 - mmdet - INFO - Epoch [3][5650/6400] lr: 2.376e-06, eta: 7:57:15, time: 0.547, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0758, loss_cls: 0.1644, acc: 93.4551, loss_bbox: 0.1538, loss: 0.4255, grad_norm: 7.8198
2022-08-11 21:26:56,017 - mmdet - INFO - Epoch [3][5700/6400] lr: 2.376e-06, eta: 7:56:57, time: 0.534, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0988, loss_cls: 0.1516, acc: 94.0977, loss_bbox: 0.1369, loss: 0.4175, grad_norm: 8.2229
2022-08-11 21:27:20,494 - mmdet - INFO - Epoch [3][5750/6400] lr: 2.376e-06, eta: 7:56:33, time: 0.490, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0570, loss_cls: 0.1648, acc: 93.5762, loss_bbox: 0.1380, loss: 0.3826, grad_norm: 7.3647
2022-08-11 21:27:47,375 - mmdet - INFO - Epoch [3][5800/6400] lr: 2.376e-06, eta: 7:56:15, time: 0.538, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0738, loss_cls: 0.1733, acc: 93.1895, loss_bbox: 0.1496, loss: 0.4221, grad_norm: 8.0608
2022-08-11 21:28:07,713 - mmdet - INFO - Epoch [3][5850/6400] lr: 2.376e-06, eta: 7:55:38, time: 0.407, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0661, loss_cls: 0.1663, acc: 93.4570, loss_bbox: 0.1597, loss: 0.4213, grad_norm: 9.1946
2022-08-11 21:28:31,138 - mmdet - INFO - Epoch [3][5900/6400] lr: 2.376e-06, eta: 7:55:10, time: 0.469, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0692, loss_cls: 0.1548, acc: 93.8320, loss_bbox: 0.1351, loss: 0.3827, grad_norm: 7.4835
2022-08-11 21:28:55,100 - mmdet - INFO - Epoch [3][5950/6400] lr: 2.376e-06, eta: 7:54:43, time: 0.479, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0764, loss_cls: 0.1582, acc: 93.8887, loss_bbox: 0.1265, loss: 0.3871, grad_norm: 7.2728
2022-08-11 21:29:25,826 - mmdet - INFO - Epoch [3][6000/6400] lr: 2.376e-06, eta: 7:54:38, time: 0.615, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0789, loss_cls: 0.1721, acc: 93.2715, loss_bbox: 0.1281, loss: 0.4055, grad_norm: 8.1740
2022-08-11 21:29:46,150 - mmdet - INFO - Epoch [3][6050/6400] lr: 2.376e-06, eta: 7:54:00, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0778, loss_cls: 0.1532, acc: 93.9863, loss_bbox: 0.1230, loss: 0.3724, grad_norm: 7.1332
2022-08-11 21:30:09,169 - mmdet - INFO - Epoch [3][6100/6400] lr: 2.376e-06, eta: 7:53:31, time: 0.460, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0792, loss_cls: 0.1598, acc: 93.4941, loss_bbox: 0.1562, loss: 0.4164, grad_norm: 8.2911
2022-08-11 21:30:29,422 - mmdet - INFO - Epoch [3][6150/6400] lr: 2.376e-06, eta: 7:52:54, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0625, loss_cls: 0.1651, acc: 93.4082, loss_bbox: 0.1555, loss: 0.4023, grad_norm: 7.3920
2022-08-11 21:30:49,750 - mmdet - INFO - Epoch [3][6200/6400] lr: 2.376e-06, eta: 7:52:16, time: 0.407, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0867, loss_cls: 0.1856, acc: 92.7441, loss_bbox: 0.1584, loss: 0.4604, grad_norm: 8.8007
2022-08-11 21:31:19,107 - mmdet - INFO - Epoch [3][6250/6400] lr: 2.376e-06, eta: 7:52:06, time: 0.587, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0677, loss_cls: 0.1539, acc: 94.0039, loss_bbox: 0.1255, loss: 0.3687, grad_norm: 7.3917
2022-08-11 21:31:42,978 - mmdet - INFO - Epoch [3][6300/6400] lr: 2.376e-06, eta: 7:51:40, time: 0.477, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0542, loss_cls: 0.1547, acc: 93.8105, loss_bbox: 0.1247, loss: 0.3559, grad_norm: 6.8993
2022-08-11 21:32:07,457 - mmdet - INFO - Epoch [3][6350/6400] lr: 2.376e-06, eta: 7:51:15, time: 0.490, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0823, loss_cls: 0.1753, acc: 93.0508, loss_bbox: 0.1553, loss: 0.4345, grad_norm: 7.9842
2022-08-11 21:32:27,690 - mmdet - INFO - Epoch [3][6400/6400] lr: 2.376e-06, eta: 7:50:38, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0625, loss_cls: 0.1481, acc: 94.1836, loss_bbox: 0.1282, loss: 0.3578, grad_norm: 7.4481
2022-08-11 21:32:28,100 - mmdet - INFO - Saving checkpoint at 3 epochs
2022-08-11 21:33:09,334 - mmdet - INFO - Epoch [4][50/6400] lr: 2.376e-06, eta: 7:50:56, time: 0.778, data_time: 0.308, memory: 15814, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0742, loss_cls: 0.1627, acc: 93.7441, loss_bbox: 0.1402, loss: 0.4120, grad_norm: 9.0564
2022-08-11 21:33:37,559 - mmdet - INFO - Epoch [4][100/6400] lr: 2.376e-06, eta: 7:50:43, time: 0.565, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0637, loss_cls: 0.1465, acc: 94.0586, loss_bbox: 0.1334, loss: 0.3723, grad_norm: 7.6766
2022-08-11 21:34:06,216 - mmdet - INFO - Epoch [4][150/6400] lr: 2.376e-06, eta: 7:50:30, time: 0.573, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0718, loss_cls: 0.1528, acc: 94.1387, loss_bbox: 0.1382, loss: 0.3855, grad_norm: 7.7322
2022-08-11 21:34:29,132 - mmdet - INFO - Epoch [4][200/6400] lr: 2.376e-06, eta: 7:50:01, time: 0.458, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0780, loss_cls: 0.1647, acc: 93.4785, loss_bbox: 0.1596, loss: 0.4227, grad_norm: 7.5429
2022-08-11 21:34:56,028 - mmdet - INFO - Epoch [4][250/6400] lr: 2.376e-06, eta: 7:49:43, time: 0.538, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0835, loss_cls: 0.1653, acc: 93.7031, loss_bbox: 0.1493, loss: 0.4182, grad_norm: 7.7896
2022-08-11 21:35:16,475 - mmdet - INFO - Epoch [4][300/6400] lr: 2.376e-06, eta: 7:49:07, time: 0.409, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.1033, loss_cls: 0.1522, acc: 93.9492, loss_bbox: 0.1412, loss: 0.4179, grad_norm: 7.9803
2022-08-11 21:35:36,718 - mmdet - INFO - Epoch [4][350/6400] lr: 2.376e-06, eta: 7:48:29, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0686, loss_cls: 0.1364, acc: 94.6465, loss_bbox: 0.1262, loss: 0.3461, grad_norm: 6.7929
2022-08-11 21:35:57,044 - mmdet - INFO - Epoch [4][400/6400] lr: 2.376e-06, eta: 7:47:53, time: 0.407, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0812, loss_cls: 0.1594, acc: 93.5625, loss_bbox: 0.1349, loss: 0.4046, grad_norm: 7.9179
2022-08-11 21:36:20,560 - mmdet - INFO - Epoch [4][450/6400] lr: 2.376e-06, eta: 7:47:25, time: 0.470, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0745, loss_cls: 0.1526, acc: 93.8242, loss_bbox: 0.1341, loss: 0.3832, grad_norm: 6.9173
2022-08-11 21:36:45,987 - mmdet - INFO - Epoch [4][500/6400] lr: 2.376e-06, eta: 7:47:03, time: 0.509, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0682, loss_cls: 0.1494, acc: 93.9688, loss_bbox: 0.1388, loss: 0.3756, grad_norm: 7.0622
2022-08-11 21:37:14,801 - mmdet - INFO - Epoch [4][550/6400] lr: 2.376e-06, eta: 7:46:51, time: 0.576, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0705, loss_cls: 0.1572, acc: 94.0059, loss_bbox: 0.1293, loss: 0.3804, grad_norm: 6.8059
2022-08-11 21:37:35,071 - mmdet - INFO - Epoch [4][600/6400] lr: 2.376e-06, eta: 7:46:14, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0724, loss_cls: 0.1316, acc: 94.6387, loss_bbox: 0.1330, loss: 0.3543, grad_norm: 7.1406
2022-08-11 21:37:55,390 - mmdet - INFO - Epoch [4][650/6400] lr: 2.376e-06, eta: 7:45:37, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0580, loss_cls: 0.1568, acc: 93.5234, loss_bbox: 0.1452, loss: 0.3831, grad_norm: 6.6462
2022-08-11 21:38:15,912 - mmdet - INFO - Epoch [4][700/6400] lr: 2.376e-06, eta: 7:45:01, time: 0.410, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0638, loss_cls: 0.1430, acc: 94.2246, loss_bbox: 0.1363, loss: 0.3570, grad_norm: 7.0488
2022-08-11 21:38:43,122 - mmdet - INFO - Epoch [4][750/6400] lr: 2.376e-06, eta: 7:44:44, time: 0.544, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0912, loss_cls: 0.1840, acc: 92.8652, loss_bbox: 0.1498, loss: 0.4468, grad_norm: 8.1003
2022-08-11 21:39:15,617 - mmdet - INFO - Epoch [4][800/6400] lr: 2.376e-06, eta: 7:44:43, time: 0.650, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0847, loss_cls: 0.1441, acc: 94.0039, loss_bbox: 0.1457, loss: 0.3956, grad_norm: 8.2195
2022-08-11 21:39:39,006 - mmdet - INFO - Epoch [4][850/6400] lr: 2.376e-06, eta: 7:44:15, time: 0.468, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0857, loss_cls: 0.1793, acc: 93.0117, loss_bbox: 0.1650, loss: 0.4503, grad_norm: 7.3471
2022-08-11 21:39:59,269 - mmdet - INFO - Epoch [4][900/6400] lr: 2.376e-06, eta: 7:43:38, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0610, loss_cls: 0.1331, acc: 94.8184, loss_bbox: 0.1235, loss: 0.3355, grad_norm: 6.2915
2022-08-11 21:40:22,002 - mmdet - INFO - Epoch [4][950/6400] lr: 2.376e-06, eta: 7:43:09, time: 0.455, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0640, loss_cls: 0.1611, acc: 93.8672, loss_bbox: 0.1354, loss: 0.3812, grad_norm: 8.1463
2022-08-11 21:40:44,862 - mmdet - INFO - Epoch [4][1000/6400] lr: 2.376e-06, eta: 7:42:39, time: 0.457, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0845, loss_cls: 0.1724, acc: 93.4609, loss_bbox: 0.1472, loss: 0.4212, grad_norm: 7.8551
2022-08-11 21:41:12,116 - mmdet - INFO - Epoch [4][1050/6400] lr: 2.376e-06, eta: 7:42:22, time: 0.545, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0777, loss_cls: 0.1554, acc: 93.9434, loss_bbox: 0.1373, loss: 0.3863, grad_norm: 7.3667
2022-08-11 21:41:38,237 - mmdet - INFO - Epoch [4][1100/6400] lr: 2.376e-06, eta: 7:42:02, time: 0.522, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0602, loss_cls: 0.1503, acc: 94.0156, loss_bbox: 0.1243, loss: 0.3539, grad_norm: 7.2433
2022-08-11 21:41:58,790 - mmdet - INFO - Epoch [4][1150/6400] lr: 2.376e-06, eta: 7:41:27, time: 0.411, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0718, loss_cls: 0.1539, acc: 93.7422, loss_bbox: 0.1448, loss: 0.3881, grad_norm: 7.5090
2022-08-11 21:42:29,668 - mmdet - INFO - Epoch [4][1200/6400] lr: 2.376e-06, eta: 7:41:20, time: 0.618, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0825, loss_cls: 0.1614, acc: 93.8105, loss_bbox: 0.1514, loss: 0.4258, grad_norm: 7.9266
2022-08-11 21:42:53,287 - mmdet - INFO - Epoch [4][1250/6400] lr: 2.376e-06, eta: 7:40:53, time: 0.472, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0806, loss_cls: 0.1546, acc: 93.8086, loss_bbox: 0.1512, loss: 0.4035, grad_norm: 7.3846
2022-08-11 21:43:17,641 - mmdet - INFO - Epoch [4][1300/6400] lr: 2.376e-06, eta: 7:40:28, time: 0.487, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0890, loss_cls: 0.1463, acc: 94.3809, loss_bbox: 0.1384, loss: 0.3984, grad_norm: 8.1149
2022-08-11 21:43:43,610 - mmdet - INFO - Epoch [4][1350/6400] lr: 2.376e-06, eta: 7:40:07, time: 0.519, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0670, loss_cls: 0.1532, acc: 94.1680, loss_bbox: 0.1276, loss: 0.3728, grad_norm: 7.5135
2022-08-11 21:44:10,509 - mmdet - INFO - Epoch [4][1400/6400] lr: 2.376e-06, eta: 7:39:49, time: 0.538, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0577, loss_cls: 0.1680, acc: 93.3262, loss_bbox: 0.1421, loss: 0.3875, grad_norm: 7.3941
2022-08-11 21:44:30,833 - mmdet - INFO - Epoch [4][1450/6400] lr: 2.376e-06, eta: 7:39:13, time: 0.406, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0627, loss_cls: 0.1628, acc: 93.6777, loss_bbox: 0.1434, loss: 0.3901, grad_norm: 7.1192
2022-08-11 21:44:51,572 - mmdet - INFO - Epoch [4][1500/6400] lr: 2.376e-06, eta: 7:38:38, time: 0.415, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0675, loss_cls: 0.1608, acc: 93.6816, loss_bbox: 0.1397, loss: 0.3949, grad_norm: 7.6573
2022-08-11 21:45:19,429 - mmdet - INFO - Epoch [4][1550/6400] lr: 2.376e-06, eta: 7:38:23, time: 0.557, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0715, loss_cls: 0.1527, acc: 93.8730, loss_bbox: 0.1273, loss: 0.3692, grad_norm: 7.9009
2022-08-11 21:45:39,815 - mmdet - INFO - Epoch [4][1600/6400] lr: 2.376e-06, eta: 7:37:47, time: 0.408, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0729, loss_cls: 0.1538, acc: 93.8848, loss_bbox: 0.1322, loss: 0.3764, grad_norm: 7.3966
2022-08-11 21:46:02,635 - mmdet - INFO - Epoch [4][1650/6400] lr: 2.376e-06, eta: 7:37:18, time: 0.456, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0655, loss_cls: 0.1414, acc: 94.4277, loss_bbox: 0.1451, loss: 0.3731, grad_norm: 8.3348
2022-08-11 21:46:27,271 - mmdet - INFO - Epoch [4][1700/6400] lr: 2.376e-06, eta: 7:36:54, time: 0.493, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0728, loss_cls: 0.1562, acc: 93.6250, loss_bbox: 0.1375, loss: 0.3885, grad_norm: 7.0245
2022-08-11 21:46:50,416 - mmdet - INFO - Epoch [4][1750/6400] lr: 2.376e-06, eta: 7:36:25, time: 0.463, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0542, loss_cls: 0.1295, acc: 94.9707, loss_bbox: 0.1268, loss: 0.3335, grad_norm: 7.3702
2022-08-11 21:47:10,675 - mmdet - INFO - Epoch [4][1800/6400] lr: 2.376e-06, eta: 7:35:50, time: 0.405, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0654, loss_cls: 0.1419, acc: 94.4570, loss_bbox: 0.1119, loss: 0.3420, grad_norm: 7.3084
2022-08-11 21:47:41,108 - mmdet - INFO - Epoch [4][1850/6400] lr: 2.376e-06, eta: 7:35:41, time: 0.609, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0908, loss_cls: 0.1257, acc: 95.1504, loss_bbox: 0.1028, loss: 0.3387, grad_norm: 6.9135
2022-08-11 21:48:08,810 - mmdet - INFO - Epoch [4][1900/6400] lr: 2.376e-06, eta: 7:35:25, time: 0.554, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0605, loss_cls: 0.1402, acc: 94.3926, loss_bbox: 0.1334, loss: 0.3570, grad_norm: 6.7328
2022-08-11 21:48:36,034 - mmdet - INFO - Epoch [4][1950/6400] lr: 2.376e-06, eta: 7:35:07, time: 0.544, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0732, loss_cls: 0.1443, acc: 94.3574, loss_bbox: 0.1356, loss: 0.3741, grad_norm: 7.7725
2022-08-11 21:48:58,864 - mmdet - INFO - Epoch [4][2000/6400] lr: 2.376e-06, eta: 7:34:38, time: 0.457, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0726, loss_cls: 0.1569, acc: 93.9570, loss_bbox: 0.1376, loss: 0.3900, grad_norm: 8.4418
2022-08-11 21:49:28,892 - mmdet - INFO - Epoch [4][2050/6400] lr: 2.376e-06, eta: 7:34:28, time: 0.601, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0748, loss_cls: 0.1563, acc: 93.7090, loss_bbox: 0.1472, loss: 0.4006, grad_norm: 7.8834
2022-08-11 21:49:52,398 - mmdet - INFO - Epoch [4][2100/6400] lr: 2.376e-06, eta: 7:34:01, time: 0.470, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0593, loss_cls: 0.1684, acc: 93.3477, loss_bbox: 0.1530, loss: 0.3988, grad_norm: 7.7217
2022-08-11 21:50:15,702 - mmdet - INFO - Epoch [4][2150/6400] lr: 2.376e-06, eta: 7:33:33, time: 0.466, data_time: 0.005, memory: 15814, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0875, loss_cls: 0.1757, acc: 93.4609, loss_bbox: 0.1447, loss: 0.4318, grad_norm: 7.9260
2022-08-11 21:50:43,405 - mmdet - INFO - Epoch [4][2200/6400] lr: 2.376e-06, eta: 7:33:17, time: 0.554, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.1113, loss_cls: 0.1714, acc: 93.0176, loss_bbox: 0.1651, loss: 0.4718, grad_norm: 9.3511
2022-08-11 21:51:04,014 - mmdet - INFO - Epoch [4][2250/6400] lr: 2.376e-06, eta: 7:32:42, time: 0.412, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0712, loss_cls: 0.1550, acc: 93.8945, loss_bbox: 0.1461, loss: 0.3930, grad_norm: 8.5087
2022-08-11 21:51:28,608 - mmdet - INFO - Epoch [4][2300/6400] lr: 2.376e-06, eta: 7:32:18, time: 0.492, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0762, loss_cls: 0.1695, acc: 93.3496, loss_bbox: 0.1461, loss: 0.4139, grad_norm: 7.1494
2022-08-11 21:51:51,415 - mmdet - INFO - Epoch [4][2350/6400] lr: 2.376e-06, eta: 7:31:49, time: 0.456, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0897, loss_cls: 0.1625, acc: 93.5449, loss_bbox: 0.1495, loss: 0.4282, grad_norm: 8.1672
2022-08-11 21:52:11,796 - mmdet - INFO - Epoch [4][2400/6400] lr: 2.376e-06, eta: 7:31:13, time: 0.408, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0760, loss_cls: 0.1461, acc: 94.1543, loss_bbox: 0.1507, loss: 0.3869, grad_norm: 7.4507
2022-08-11 21:52:36,358 - mmdet - INFO - Epoch [4][2450/6400] lr: 2.376e-06, eta: 7:30:49, time: 0.491, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0672, loss_cls: 0.1519, acc: 94.0098, loss_bbox: 0.1328, loss: 0.3738, grad_norm: 7.5707
2022-08-11 21:53:00,878 - mmdet - INFO - Epoch [4][2500/6400] lr: 2.376e-06, eta: 7:30:25, time: 0.490, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0543, loss_cls: 0.1462, acc: 94.4180, loss_bbox: 0.1418, loss: 0.3586, grad_norm: 7.2535
2022-08-11 21:53:21,125 - mmdet - INFO - Epoch [4][2550/6400] lr: 2.376e-06, eta: 7:29:49, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0678, loss_cls: 0.1417, acc: 94.4082, loss_bbox: 0.1376, loss: 0.3720, grad_norm: 7.5086
2022-08-11 21:53:44,118 - mmdet - INFO - Epoch [4][2600/6400] lr: 2.376e-06, eta: 7:29:21, time: 0.460, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0693, loss_cls: 0.1347, acc: 94.5840, loss_bbox: 0.1268, loss: 0.3457, grad_norm: 6.6647
2022-08-11 21:54:07,964 - mmdet - INFO - Epoch [4][2650/6400] lr: 2.376e-06, eta: 7:28:55, time: 0.477, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0931, loss_cls: 0.1660, acc: 93.4551, loss_bbox: 0.1549, loss: 0.4358, grad_norm: 7.7233
2022-08-11 21:54:32,521 - mmdet - INFO - Epoch [4][2700/6400] lr: 2.376e-06, eta: 7:28:30, time: 0.491, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0648, loss_cls: 0.1353, acc: 94.6133, loss_bbox: 0.1275, loss: 0.3465, grad_norm: 6.8265
2022-08-11 21:54:55,610 - mmdet - INFO - Epoch [4][2750/6400] lr: 2.376e-06, eta: 7:28:02, time: 0.462, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0761, loss_cls: 0.1534, acc: 93.9980, loss_bbox: 0.1306, loss: 0.3855, grad_norm: 8.1444
2022-08-11 21:55:33,161 - mmdet - INFO - Epoch [4][2800/6400] lr: 2.376e-06, eta: 7:28:10, time: 0.751, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0937, loss_cls: 0.1601, acc: 93.6992, loss_bbox: 0.1327, loss: 0.4042, grad_norm: 7.9494
2022-08-11 21:55:58,694 - mmdet - INFO - Epoch [4][2850/6400] lr: 2.376e-06, eta: 7:27:48, time: 0.511, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0940, loss_cls: 0.1343, acc: 94.7207, loss_bbox: 0.1357, loss: 0.3821, grad_norm: 7.8186
2022-08-11 21:56:31,837 - mmdet - INFO - Epoch [4][2900/6400] lr: 2.376e-06, eta: 7:27:45, time: 0.663, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0942, loss_cls: 0.1594, acc: 93.6992, loss_bbox: 0.1521, loss: 0.4296, grad_norm: 8.4604
2022-08-11 21:56:52,047 - mmdet - INFO - Epoch [4][2950/6400] lr: 2.376e-06, eta: 7:27:10, time: 0.404, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0734, loss_cls: 0.1568, acc: 93.7969, loss_bbox: 0.1304, loss: 0.3807, grad_norm: 7.0696
2022-08-11 21:57:15,677 - mmdet - INFO - Epoch [4][3000/6400] lr: 2.376e-06, eta: 7:26:43, time: 0.473, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0805, loss_cls: 0.1625, acc: 93.5527, loss_bbox: 0.1342, loss: 0.3965, grad_norm: 7.2213
2022-08-11 21:57:38,837 - mmdet - INFO - Epoch [4][3050/6400] lr: 2.376e-06, eta: 7:26:15, time: 0.463, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0588, loss_cls: 0.1446, acc: 94.2734, loss_bbox: 0.1328, loss: 0.3528, grad_norm: 7.1753
2022-08-11 21:57:59,079 - mmdet - INFO - Epoch [4][3100/6400] lr: 2.376e-06, eta: 7:25:40, time: 0.405, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0678, loss_cls: 0.1411, acc: 94.3711, loss_bbox: 0.1201, loss: 0.3468, grad_norm: 6.5626
2022-08-11 21:58:28,518 - mmdet - INFO - Epoch [4][3150/6400] lr: 2.376e-06, eta: 7:25:27, time: 0.589, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0644, loss_cls: 0.1602, acc: 93.5781, loss_bbox: 0.1420, loss: 0.3888, grad_norm: 7.2987
2022-08-11 21:58:53,525 - mmdet - INFO - Epoch [4][3200/6400] lr: 2.376e-06, eta: 7:25:04, time: 0.500, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0699, loss_cls: 0.1595, acc: 93.9297, loss_bbox: 0.1355, loss: 0.3881, grad_norm: 7.2310
2022-08-11 21:59:18,471 - mmdet - INFO - Epoch [4][3250/6400] lr: 2.376e-06, eta: 7:24:40, time: 0.499, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0831, loss_cls: 0.1623, acc: 93.7910, loss_bbox: 0.1397, loss: 0.4010, grad_norm: 7.6606
2022-08-11 21:59:49,135 - mmdet - INFO - Epoch [4][3300/6400] lr: 2.376e-06, eta: 7:24:30, time: 0.613, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0748, loss_cls: 0.1509, acc: 94.2148, loss_bbox: 0.1290, loss: 0.3732, grad_norm: 6.9403
2022-08-11 22:00:15,865 - mmdet - INFO - Epoch [4][3350/6400] lr: 2.376e-06, eta: 7:24:11, time: 0.535, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0692, loss_cls: 0.1429, acc: 94.2441, loss_bbox: 0.1359, loss: 0.3684, grad_norm: 7.1094
2022-08-11 22:00:38,933 - mmdet - INFO - Epoch [4][3400/6400] lr: 2.376e-06, eta: 7:23:43, time: 0.461, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0650, loss_cls: 0.1345, acc: 94.5273, loss_bbox: 0.1388, loss: 0.3539, grad_norm: 6.7596
2022-08-11 22:01:01,746 - mmdet - INFO - Epoch [4][3450/6400] lr: 2.376e-06, eta: 7:23:14, time: 0.456, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0719, loss_cls: 0.1841, acc: 92.4531, loss_bbox: 0.1558, loss: 0.4329, grad_norm: 7.4816
2022-08-11 22:01:31,347 - mmdet - INFO - Epoch [4][3500/6400] lr: 2.376e-06, eta: 7:23:02, time: 0.592, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0624, loss_cls: 0.1463, acc: 94.2539, loss_bbox: 0.1247, loss: 0.3481, grad_norm: 6.9549
2022-08-11 22:01:59,558 - mmdet - INFO - Epoch [4][3550/6400] lr: 2.376e-06, eta: 7:22:46, time: 0.564, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0699, loss_cls: 0.1573, acc: 93.9141, loss_bbox: 0.1478, loss: 0.3959, grad_norm: 7.3512
2022-08-11 22:02:19,866 - mmdet - INFO - Epoch [4][3600/6400] lr: 2.376e-06, eta: 7:22:11, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0625, loss_cls: 0.1446, acc: 94.3047, loss_bbox: 0.1265, loss: 0.3576, grad_norm: 7.3998
2022-08-11 22:02:43,293 - mmdet - INFO - Epoch [4][3650/6400] lr: 2.376e-06, eta: 7:21:44, time: 0.469, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0936, loss_cls: 0.1652, acc: 93.7441, loss_bbox: 0.1412, loss: 0.4375, grad_norm: 8.5829
2022-08-11 22:03:03,524 - mmdet - INFO - Epoch [4][3700/6400] lr: 2.376e-06, eta: 7:21:09, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.1148, loss_cls: 0.1727, acc: 92.9746, loss_bbox: 0.1570, loss: 0.4672, grad_norm: 7.8203
2022-08-11 22:03:26,982 - mmdet - INFO - Epoch [4][3750/6400] lr: 2.376e-06, eta: 7:20:42, time: 0.469, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0736, loss_cls: 0.1704, acc: 93.1914, loss_bbox: 0.1372, loss: 0.4038, grad_norm: 7.8856
2022-08-11 22:03:54,273 - mmdet - INFO - Epoch [4][3800/6400] lr: 2.376e-06, eta: 7:20:24, time: 0.546, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0853, loss_cls: 0.1801, acc: 93.1465, loss_bbox: 0.1494, loss: 0.4372, grad_norm: 8.2668
2022-08-11 22:04:17,244 - mmdet - INFO - Epoch [4][3850/6400] lr: 2.376e-06, eta: 7:19:56, time: 0.459, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0684, loss_cls: 0.1631, acc: 93.8320, loss_bbox: 0.1406, loss: 0.3919, grad_norm: 7.8987
2022-08-11 22:04:37,537 - mmdet - INFO - Epoch [4][3900/6400] lr: 2.376e-06, eta: 7:19:21, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0522, loss_cls: 0.1325, acc: 94.9609, loss_bbox: 0.1094, loss: 0.3120, grad_norm: 6.3795
2022-08-11 22:05:04,104 - mmdet - INFO - Epoch [4][3950/6400] lr: 2.376e-06, eta: 7:19:01, time: 0.531, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0595, loss_cls: 0.1446, acc: 94.2676, loss_bbox: 0.1299, loss: 0.3567, grad_norm: 6.8646
2022-08-11 22:05:27,922 - mmdet - INFO - Epoch [4][4000/6400] lr: 2.376e-06, eta: 7:18:35, time: 0.476, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0637, loss_cls: 0.1491, acc: 94.1621, loss_bbox: 0.1270, loss: 0.3663, grad_norm: 8.0757
2022-08-11 22:05:48,181 - mmdet - INFO - Epoch [4][4050/6400] lr: 2.376e-06, eta: 7:18:01, time: 0.405, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0725, loss_cls: 0.1574, acc: 93.7852, loss_bbox: 0.1353, loss: 0.3897, grad_norm: 7.4496
2022-08-11 22:06:08,451 - mmdet - INFO - Epoch [4][4100/6400] lr: 2.376e-06, eta: 7:17:26, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0573, loss_cls: 0.1608, acc: 93.5020, loss_bbox: 0.1303, loss: 0.3666, grad_norm: 6.6359
2022-08-11 22:06:31,499 - mmdet - INFO - Epoch [4][4150/6400] lr: 2.376e-06, eta: 7:16:58, time: 0.461, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0703, loss_cls: 0.1470, acc: 94.3008, loss_bbox: 0.1135, loss: 0.3486, grad_norm: 7.4315
2022-08-11 22:06:57,476 - mmdet - INFO - Epoch [4][4200/6400] lr: 2.376e-06, eta: 7:16:37, time: 0.520, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0714, loss_cls: 0.1648, acc: 93.4277, loss_bbox: 0.1516, loss: 0.4115, grad_norm: 7.0800
2022-08-11 22:07:21,332 - mmdet - INFO - Epoch [4][4250/6400] lr: 2.376e-06, eta: 7:16:11, time: 0.477, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0811, loss_cls: 0.1580, acc: 93.7207, loss_bbox: 0.1298, loss: 0.3915, grad_norm: 7.3707
2022-08-11 22:07:41,577 - mmdet - INFO - Epoch [4][4300/6400] lr: 2.376e-06, eta: 7:15:37, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0739, loss_cls: 0.1619, acc: 93.5449, loss_bbox: 0.1442, loss: 0.4021, grad_norm: 6.8905
2022-08-11 22:08:01,854 - mmdet - INFO - Epoch [4][4350/6400] lr: 2.376e-06, eta: 7:15:03, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0717, loss_cls: 0.1706, acc: 93.6016, loss_bbox: 0.1245, loss: 0.3883, grad_norm: 7.8419
2022-08-11 22:08:27,513 - mmdet - INFO - Epoch [4][4400/6400] lr: 2.376e-06, eta: 7:14:41, time: 0.513, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0632, loss_cls: 0.1543, acc: 93.7754, loss_bbox: 0.1246, loss: 0.3581, grad_norm: 6.3528
2022-08-11 22:08:52,645 - mmdet - INFO - Epoch [4][4450/6400] lr: 2.376e-06, eta: 7:14:18, time: 0.503, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0883, loss_cls: 0.1491, acc: 94.0039, loss_bbox: 0.1349, loss: 0.3872, grad_norm: 7.0906
2022-08-11 22:09:12,806 - mmdet - INFO - Epoch [4][4500/6400] lr: 2.376e-06, eta: 7:13:43, time: 0.403, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0542, loss_cls: 0.1311, acc: 94.7598, loss_bbox: 0.1249, loss: 0.3338, grad_norm: 6.6955
2022-08-11 22:09:35,464 - mmdet - INFO - Epoch [4][4550/6400] lr: 2.376e-06, eta: 7:13:15, time: 0.453, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0686, loss_cls: 0.1603, acc: 93.9160, loss_bbox: 0.1383, loss: 0.3844, grad_norm: 7.3874
2022-08-11 22:09:58,241 - mmdet - INFO - Epoch [4][4600/6400] lr: 2.376e-06, eta: 7:12:46, time: 0.456, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0634, loss_cls: 0.1373, acc: 94.9277, loss_bbox: 0.1229, loss: 0.3392, grad_norm: 7.7847
2022-08-11 22:10:18,548 - mmdet - INFO - Epoch [4][4650/6400] lr: 2.376e-06, eta: 7:12:13, time: 0.406, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0637, loss_cls: 0.1472, acc: 94.3359, loss_bbox: 0.1246, loss: 0.3633, grad_norm: 7.5520
2022-08-11 22:10:38,817 - mmdet - INFO - Epoch [4][4700/6400] lr: 2.376e-06, eta: 7:11:39, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0847, loss_cls: 0.1466, acc: 94.3359, loss_bbox: 0.1270, loss: 0.3800, grad_norm: 7.5950
2022-08-11 22:10:59,149 - mmdet - INFO - Epoch [4][4750/6400] lr: 2.376e-06, eta: 7:11:05, time: 0.407, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0707, loss_cls: 0.1377, acc: 94.4297, loss_bbox: 0.1301, loss: 0.3581, grad_norm: 7.4386
2022-08-11 22:11:28,295 - mmdet - INFO - Epoch [4][4800/6400] lr: 2.376e-06, eta: 7:10:51, time: 0.583, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0689, loss_cls: 0.1392, acc: 94.3691, loss_bbox: 0.1347, loss: 0.3584, grad_norm: 7.3025
2022-08-11 22:11:48,533 - mmdet - INFO - Epoch [4][4850/6400] lr: 2.376e-06, eta: 7:10:17, time: 0.405, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0634, loss_cls: 0.1461, acc: 94.3555, loss_bbox: 0.1297, loss: 0.3676, grad_norm: 7.3437
2022-08-11 22:12:12,209 - mmdet - INFO - Epoch [4][4900/6400] lr: 2.376e-06, eta: 7:09:51, time: 0.474, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0742, loss_cls: 0.1639, acc: 93.4180, loss_bbox: 0.1418, loss: 0.4057, grad_norm: 6.9389
2022-08-11 22:12:40,205 - mmdet - INFO - Epoch [4][4950/6400] lr: 2.376e-06, eta: 7:09:34, time: 0.560, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0666, loss_cls: 0.1349, acc: 94.7812, loss_bbox: 0.1139, loss: 0.3381, grad_norm: 6.5954
2022-08-11 22:13:03,835 - mmdet - INFO - Epoch [4][5000/6400] lr: 2.376e-06, eta: 7:09:08, time: 0.473, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0755, loss_cls: 0.1681, acc: 93.4648, loss_bbox: 0.1422, loss: 0.4163, grad_norm: 7.8968
2022-08-11 22:13:30,090 - mmdet - INFO - Epoch [4][5050/6400] lr: 2.376e-06, eta: 7:08:47, time: 0.525, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0681, loss_cls: 0.1585, acc: 93.7852, loss_bbox: 0.1309, loss: 0.3836, grad_norm: 7.3584
2022-08-11 22:13:50,395 - mmdet - INFO - Epoch [4][5100/6400] lr: 2.376e-06, eta: 7:08:14, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0760, loss_cls: 0.1330, acc: 94.9863, loss_bbox: 0.1210, loss: 0.3472, grad_norm: 8.0347
2022-08-11 22:14:12,953 - mmdet - INFO - Epoch [4][5150/6400] lr: 2.376e-06, eta: 7:07:45, time: 0.451, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0644, loss_cls: 0.1409, acc: 94.2617, loss_bbox: 0.1237, loss: 0.3490, grad_norm: 6.8546
2022-08-11 22:14:41,562 - mmdet - INFO - Epoch [4][5200/6400] lr: 2.376e-06, eta: 7:07:30, time: 0.572, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0657, loss_cls: 0.1483, acc: 94.1816, loss_bbox: 0.1352, loss: 0.3660, grad_norm: 7.0934
2022-08-11 22:15:04,274 - mmdet - INFO - Epoch [4][5250/6400] lr: 2.376e-06, eta: 7:07:01, time: 0.454, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0682, loss_cls: 0.1552, acc: 94.1543, loss_bbox: 0.1251, loss: 0.3744, grad_norm: 8.5799
2022-08-11 22:15:35,695 - mmdet - INFO - Epoch [4][5300/6400] lr: 2.376e-06, eta: 7:06:52, time: 0.628, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0765, loss_cls: 0.1464, acc: 94.0996, loss_bbox: 0.1395, loss: 0.3795, grad_norm: 7.2638
2022-08-11 22:16:01,286 - mmdet - INFO - Epoch [4][5350/6400] lr: 2.376e-06, eta: 7:06:30, time: 0.512, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0776, loss_cls: 0.1591, acc: 93.8477, loss_bbox: 0.1310, loss: 0.3904, grad_norm: 7.3184
2022-08-11 22:16:31,225 - mmdet - INFO - Epoch [4][5400/6400] lr: 2.376e-06, eta: 7:06:17, time: 0.599, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0739, loss_cls: 0.1533, acc: 94.1406, loss_bbox: 0.1165, loss: 0.3667, grad_norm: 7.7666
2022-08-11 22:16:51,428 - mmdet - INFO - Epoch [4][5450/6400] lr: 2.376e-06, eta: 7:05:43, time: 0.404, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0691, loss_cls: 0.1513, acc: 93.9473, loss_bbox: 0.1352, loss: 0.3757, grad_norm: 7.8564
2022-08-11 22:17:15,904 - mmdet - INFO - Epoch [4][5500/6400] lr: 2.376e-06, eta: 7:05:19, time: 0.490, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0733, loss_cls: 0.1629, acc: 93.9160, loss_bbox: 0.1321, loss: 0.3886, grad_norm: 8.0810
2022-08-11 22:17:43,513 - mmdet - INFO - Epoch [4][5550/6400] lr: 2.376e-06, eta: 7:05:01, time: 0.552, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0868, loss_cls: 0.1563, acc: 93.5840, loss_bbox: 0.1446, loss: 0.4098, grad_norm: 7.7358
2022-08-11 22:18:15,226 - mmdet - INFO - Epoch [4][5600/6400] lr: 2.376e-06, eta: 7:04:51, time: 0.634, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0755, loss_cls: 0.1483, acc: 93.9570, loss_bbox: 0.1331, loss: 0.3774, grad_norm: 7.7880
2022-08-11 22:18:38,241 - mmdet - INFO - Epoch [4][5650/6400] lr: 2.376e-06, eta: 7:04:24, time: 0.460, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0632, loss_cls: 0.1852, acc: 93.0527, loss_bbox: 0.1318, loss: 0.4034, grad_norm: 7.1024
2022-08-11 22:19:01,062 - mmdet - INFO - Epoch [4][5700/6400] lr: 2.376e-06, eta: 7:03:56, time: 0.456, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0745, loss_cls: 0.1599, acc: 93.7715, loss_bbox: 0.1380, loss: 0.3977, grad_norm: 7.5807
2022-08-11 22:19:26,847 - mmdet - INFO - Epoch [4][5750/6400] lr: 2.376e-06, eta: 7:03:34, time: 0.516, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.1036, loss_cls: 0.1499, acc: 94.0273, loss_bbox: 0.1264, loss: 0.4015, grad_norm: 6.9363
2022-08-11 22:19:59,375 - mmdet - INFO - Epoch [4][5800/6400] lr: 2.376e-06, eta: 7:03:26, time: 0.651, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0814, loss_cls: 0.1297, acc: 94.9492, loss_bbox: 0.1238, loss: 0.3558, grad_norm: 7.0034
2022-08-11 22:20:31,764 - mmdet - INFO - Epoch [4][5850/6400] lr: 2.376e-06, eta: 7:03:18, time: 0.648, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0773, loss_cls: 0.1529, acc: 93.8164, loss_bbox: 0.1412, loss: 0.3944, grad_norm: 7.1921
2022-08-11 22:20:52,076 - mmdet - INFO - Epoch [4][5900/6400] lr: 2.376e-06, eta: 7:02:44, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0613, loss_cls: 0.1479, acc: 94.0215, loss_bbox: 0.1138, loss: 0.3508, grad_norm: 6.9269
2022-08-11 22:21:12,239 - mmdet - INFO - Epoch [4][5950/6400] lr: 2.376e-06, eta: 7:02:11, time: 0.403, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0853, loss_cls: 0.1604, acc: 93.7891, loss_bbox: 0.1483, loss: 0.4177, grad_norm: 7.6163
2022-08-11 22:21:32,457 - mmdet - INFO - Epoch [4][6000/6400] lr: 2.376e-06, eta: 7:01:37, time: 0.404, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0432, loss_cls: 0.1267, acc: 94.9395, loss_bbox: 0.1186, loss: 0.3061, grad_norm: 6.1733
2022-08-11 22:21:56,279 - mmdet - INFO - Epoch [4][6050/6400] lr: 2.376e-06, eta: 7:01:12, time: 0.476, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0698, loss_cls: 0.1560, acc: 93.5410, loss_bbox: 0.1427, loss: 0.3918, grad_norm: 7.1706
2022-08-11 22:22:16,595 - mmdet - INFO - Epoch [4][6100/6400] lr: 2.376e-06, eta: 7:00:38, time: 0.406, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0729, loss_cls: 0.1426, acc: 94.3086, loss_bbox: 0.1343, loss: 0.3658, grad_norm: 6.7442
2022-08-11 22:22:39,473 - mmdet - INFO - Epoch [4][6150/6400] lr: 2.376e-06, eta: 7:00:11, time: 0.458, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0615, loss_cls: 0.1566, acc: 93.6875, loss_bbox: 0.1351, loss: 0.3714, grad_norm: 7.0554
2022-08-11 22:22:59,707 - mmdet - INFO - Epoch [4][6200/6400] lr: 2.376e-06, eta: 6:59:38, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0525, loss_cls: 0.1461, acc: 94.3340, loss_bbox: 0.1396, loss: 0.3562, grad_norm: 6.7108
2022-08-11 22:23:22,770 - mmdet - INFO - Epoch [4][6250/6400] lr: 2.376e-06, eta: 6:59:10, time: 0.461, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0779, loss_cls: 0.1592, acc: 93.8125, loss_bbox: 0.1443, loss: 0.4044, grad_norm: 7.7745
2022-08-11 22:23:48,879 - mmdet - INFO - Epoch [4][6300/6400] lr: 2.376e-06, eta: 6:58:49, time: 0.522, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0614, loss_cls: 0.1615, acc: 93.6797, loss_bbox: 0.1361, loss: 0.3821, grad_norm: 6.7835
2022-08-11 22:24:09,157 - mmdet - INFO - Epoch [4][6350/6400] lr: 2.376e-06, eta: 6:58:16, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0746, loss_cls: 0.1406, acc: 94.4277, loss_bbox: 0.1240, loss: 0.3632, grad_norm: 6.9334
2022-08-11 22:24:39,374 - mmdet - INFO - Epoch [4][6400/6400] lr: 2.376e-06, eta: 6:58:03, time: 0.604, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0614, loss_cls: 0.1586, acc: 93.6816, loss_bbox: 0.1242, loss: 0.3703, grad_norm: 7.2579
2022-08-11 22:24:39,783 - mmdet - INFO - Saving checkpoint at 4 epochs
2022-08-11 22:25:18,788 - mmdet - INFO - Epoch [5][50/6400] lr: 2.376e-06, eta: 6:58:01, time: 0.716, data_time: 0.313, memory: 15814, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0855, loss_cls: 0.1555, acc: 93.7227, loss_bbox: 0.1255, loss: 0.3870, grad_norm: 7.4875
2022-08-11 22:25:39,069 - mmdet - INFO - Epoch [5][100/6400] lr: 2.376e-06, eta: 6:57:28, time: 0.406, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0836, loss_cls: 0.1590, acc: 93.7109, loss_bbox: 0.1320, loss: 0.3922, grad_norm: 7.8472
2022-08-11 22:26:09,247 - mmdet - INFO - Epoch [5][150/6400] lr: 2.376e-06, eta: 6:57:15, time: 0.604, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0632, loss_cls: 0.1444, acc: 94.6875, loss_bbox: 0.1142, loss: 0.3365, grad_norm: 7.2759
2022-08-11 22:26:36,715 - mmdet - INFO - Epoch [5][200/6400] lr: 2.376e-06, eta: 6:56:56, time: 0.549, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0625, loss_cls: 0.1327, acc: 94.7070, loss_bbox: 0.1239, loss: 0.3344, grad_norm: 7.3299
2022-08-11 22:26:56,865 - mmdet - INFO - Epoch [5][250/6400] lr: 2.376e-06, eta: 6:56:23, time: 0.403, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0588, loss_cls: 0.1460, acc: 94.1895, loss_bbox: 0.1256, loss: 0.3493, grad_norm: 6.9709
2022-08-11 22:27:26,353 - mmdet - INFO - Epoch [5][300/6400] lr: 2.376e-06, eta: 6:56:08, time: 0.590, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0679, loss_cls: 0.1576, acc: 93.7793, loss_bbox: 0.1322, loss: 0.3741, grad_norm: 7.2986
2022-08-11 22:27:49,641 - mmdet - INFO - Epoch [5][350/6400] lr: 2.376e-06, eta: 6:55:41, time: 0.466, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0744, loss_cls: 0.1632, acc: 93.4785, loss_bbox: 0.1530, loss: 0.4123, grad_norm: 8.2414
2022-08-11 22:28:09,969 - mmdet - INFO - Epoch [5][400/6400] lr: 2.376e-06, eta: 6:55:09, time: 0.407, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0538, loss_cls: 0.1473, acc: 94.2910, loss_bbox: 0.1402, loss: 0.3563, grad_norm: 7.5236
2022-08-11 22:28:34,767 - mmdet - INFO - Epoch [5][450/6400] lr: 2.376e-06, eta: 6:54:45, time: 0.496, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0570, loss_cls: 0.1645, acc: 93.6582, loss_bbox: 0.1407, loss: 0.3835, grad_norm: 8.0943
2022-08-11 22:28:55,457 - mmdet - INFO - Epoch [5][500/6400] lr: 2.376e-06, eta: 6:54:13, time: 0.414, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.1072, loss_cls: 0.1669, acc: 93.2207, loss_bbox: 0.1601, loss: 0.4596, grad_norm: 10.1308
2022-08-11 22:29:15,917 - mmdet - INFO - Epoch [5][550/6400] lr: 2.376e-06, eta: 6:53:40, time: 0.409, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0764, loss_cls: 0.1520, acc: 93.8281, loss_bbox: 0.1338, loss: 0.3798, grad_norm: 7.0942
2022-08-11 22:29:38,737 - mmdet - INFO - Epoch [5][600/6400] lr: 2.376e-06, eta: 6:53:12, time: 0.456, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0486, loss_cls: 0.1377, acc: 94.4766, loss_bbox: 0.1166, loss: 0.3209, grad_norm: 7.2752
2022-08-11 22:29:58,974 - mmdet - INFO - Epoch [5][650/6400] lr: 2.376e-06, eta: 6:52:40, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0520, loss_cls: 0.1331, acc: 94.6660, loss_bbox: 0.1179, loss: 0.3216, grad_norm: 6.7432
2022-08-11 22:30:29,991 - mmdet - INFO - Epoch [5][700/6400] lr: 2.376e-06, eta: 6:52:28, time: 0.620, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0582, loss_cls: 0.1265, acc: 95.2148, loss_bbox: 0.1091, loss: 0.3153, grad_norm: 6.5600
2022-08-11 22:30:50,236 - mmdet - INFO - Epoch [5][750/6400] lr: 2.376e-06, eta: 6:51:55, time: 0.405, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0675, loss_cls: 0.1427, acc: 94.2676, loss_bbox: 0.1277, loss: 0.3547, grad_norm: 7.2558
2022-08-11 22:31:13,694 - mmdet - INFO - Epoch [5][800/6400] lr: 2.376e-06, eta: 6:51:29, time: 0.469, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0571, loss_cls: 0.1501, acc: 93.9844, loss_bbox: 0.1162, loss: 0.3423, grad_norm: 7.4436
2022-08-11 22:31:38,103 - mmdet - INFO - Epoch [5][850/6400] lr: 2.376e-06, eta: 6:51:04, time: 0.488, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0810, loss_cls: 0.1501, acc: 94.1172, loss_bbox: 0.1364, loss: 0.3867, grad_norm: 8.8941
2022-08-11 22:32:04,814 - mmdet - INFO - Epoch [5][900/6400] lr: 2.376e-06, eta: 6:50:44, time: 0.534, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0687, loss_cls: 0.1462, acc: 94.0938, loss_bbox: 0.1322, loss: 0.3700, grad_norm: 8.0963
2022-08-11 22:32:25,172 - mmdet - INFO - Epoch [5][950/6400] lr: 2.376e-06, eta: 6:50:11, time: 0.407, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0559, loss_cls: 0.1479, acc: 94.2852, loss_bbox: 0.1234, loss: 0.3444, grad_norm: 6.6622
2022-08-11 22:32:45,509 - mmdet - INFO - Epoch [5][1000/6400] lr: 2.376e-06, eta: 6:49:39, time: 0.407, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0712, loss_cls: 0.1409, acc: 94.4004, loss_bbox: 0.1264, loss: 0.3588, grad_norm: 7.0003
2022-08-11 22:33:08,460 - mmdet - INFO - Epoch [5][1050/6400] lr: 2.376e-06, eta: 6:49:12, time: 0.459, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0733, loss_cls: 0.1480, acc: 93.9941, loss_bbox: 0.1451, loss: 0.3844, grad_norm: 6.9585
2022-08-11 22:33:38,324 - mmdet - INFO - Epoch [5][1100/6400] lr: 2.376e-06, eta: 6:48:57, time: 0.597, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0697, loss_cls: 0.1581, acc: 93.6523, loss_bbox: 0.1341, loss: 0.3785, grad_norm: 8.7816
2022-08-11 22:33:58,724 - mmdet - INFO - Epoch [5][1150/6400] lr: 2.376e-06, eta: 6:48:25, time: 0.408, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0834, loss_cls: 0.1441, acc: 94.2285, loss_bbox: 0.1319, loss: 0.3756, grad_norm: 7.7205
2022-08-11 22:34:21,950 - mmdet - INFO - Epoch [5][1200/6400] lr: 2.376e-06, eta: 6:47:58, time: 0.465, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0638, loss_cls: 0.1588, acc: 93.6426, loss_bbox: 0.1374, loss: 0.3786, grad_norm: 7.6192
2022-08-11 22:34:48,509 - mmdet - INFO - Epoch [5][1250/6400] lr: 2.376e-06, eta: 6:47:38, time: 0.531, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0784, loss_cls: 0.1472, acc: 94.1211, loss_bbox: 0.1548, loss: 0.3940, grad_norm: 7.3559
2022-08-11 22:35:09,017 - mmdet - INFO - Epoch [5][1300/6400] lr: 2.376e-06, eta: 6:47:06, time: 0.410, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0565, loss_cls: 0.1528, acc: 93.8066, loss_bbox: 0.1307, loss: 0.3585, grad_norm: 6.9814
2022-08-11 22:35:34,595 - mmdet - INFO - Epoch [5][1350/6400] lr: 2.376e-06, eta: 6:46:43, time: 0.512, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0659, loss_cls: 0.1455, acc: 94.2754, loss_bbox: 0.1248, loss: 0.3541, grad_norm: 7.6033
2022-08-11 22:36:13,075 - mmdet - INFO - Epoch [5][1400/6400] lr: 2.376e-06, eta: 6:46:45, time: 0.770, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0595, loss_cls: 0.1509, acc: 94.0449, loss_bbox: 0.1154, loss: 0.3429, grad_norm: 6.6061
2022-08-11 22:36:37,335 - mmdet - INFO - Epoch [5][1450/6400] lr: 2.376e-06, eta: 6:46:20, time: 0.485, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0602, loss_cls: 0.1279, acc: 94.9434, loss_bbox: 0.1172, loss: 0.3219, grad_norm: 7.1766
2022-08-11 22:36:58,098 - mmdet - INFO - Epoch [5][1500/6400] lr: 2.376e-06, eta: 6:45:49, time: 0.415, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0585, loss_cls: 0.1401, acc: 94.3633, loss_bbox: 0.1379, loss: 0.3546, grad_norm: 7.2877
2022-08-11 22:37:25,878 - mmdet - INFO - Epoch [5][1550/6400] lr: 2.376e-06, eta: 6:45:30, time: 0.556, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0682, loss_cls: 0.1484, acc: 94.0488, loss_bbox: 0.1403, loss: 0.3694, grad_norm: 7.2780
2022-08-11 22:37:57,121 - mmdet - INFO - Epoch [5][1600/6400] lr: 2.376e-06, eta: 6:45:18, time: 0.625, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0767, loss_cls: 0.1476, acc: 94.0039, loss_bbox: 0.1310, loss: 0.3802, grad_norm: 7.8618
2022-08-11 22:38:25,569 - mmdet - INFO - Epoch [5][1650/6400] lr: 2.376e-06, eta: 6:45:00, time: 0.569, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0786, loss_cls: 0.1477, acc: 94.1406, loss_bbox: 0.1321, loss: 0.3793, grad_norm: 7.4074
2022-08-11 22:38:49,345 - mmdet - INFO - Epoch [5][1700/6400] lr: 2.376e-06, eta: 6:44:35, time: 0.476, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0726, loss_cls: 0.1468, acc: 94.2539, loss_bbox: 0.1261, loss: 0.3607, grad_norm: 6.9178
2022-08-11 22:39:20,982 - mmdet - INFO - Epoch [5][1750/6400] lr: 2.376e-06, eta: 6:44:23, time: 0.633, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0819, loss_cls: 0.1535, acc: 93.7812, loss_bbox: 0.1346, loss: 0.3884, grad_norm: 6.9341
2022-08-11 22:39:41,838 - mmdet - INFO - Epoch [5][1800/6400] lr: 2.376e-06, eta: 6:43:52, time: 0.417, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0511, loss_cls: 0.1321, acc: 94.6836, loss_bbox: 0.1160, loss: 0.3143, grad_norm: 6.6488
2022-08-11 22:40:02,546 - mmdet - INFO - Epoch [5][1850/6400] lr: 2.376e-06, eta: 6:43:20, time: 0.414, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0499, loss_cls: 0.1366, acc: 94.5781, loss_bbox: 0.1171, loss: 0.3225, grad_norm: 7.0475
2022-08-11 22:40:23,099 - mmdet - INFO - Epoch [5][1900/6400] lr: 2.376e-06, eta: 6:42:49, time: 0.411, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0655, loss_cls: 0.1521, acc: 93.9004, loss_bbox: 0.1373, loss: 0.3697, grad_norm: 8.0873
2022-08-11 22:40:43,494 - mmdet - INFO - Epoch [5][1950/6400] lr: 2.376e-06, eta: 6:42:17, time: 0.408, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0559, loss_cls: 0.1363, acc: 94.7051, loss_bbox: 0.1171, loss: 0.3236, grad_norm: 6.3612
2022-08-11 22:41:14,980 - mmdet - INFO - Epoch [5][2000/6400] lr: 2.376e-06, eta: 6:42:05, time: 0.630, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0824, loss_cls: 0.1544, acc: 93.6035, loss_bbox: 0.1448, loss: 0.4051, grad_norm: 7.5835
2022-08-11 22:41:43,936 - mmdet - INFO - Epoch [5][2050/6400] lr: 2.376e-06, eta: 6:41:48, time: 0.579, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0647, loss_cls: 0.1371, acc: 94.3770, loss_bbox: 0.1345, loss: 0.3557, grad_norm: 7.2067
2022-08-11 22:42:04,600 - mmdet - INFO - Epoch [5][2100/6400] lr: 2.376e-06, eta: 6:41:17, time: 0.413, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0636, loss_cls: 0.1381, acc: 94.4395, loss_bbox: 0.1232, loss: 0.3403, grad_norm: 7.0264
2022-08-11 22:42:25,111 - mmdet - INFO - Epoch [5][2150/6400] lr: 2.376e-06, eta: 6:40:45, time: 0.410, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0774, loss_cls: 0.1494, acc: 93.8691, loss_bbox: 0.1278, loss: 0.3777, grad_norm: 7.0557
2022-08-11 22:42:53,832 - mmdet - INFO - Epoch [5][2200/6400] lr: 2.376e-06, eta: 6:40:28, time: 0.574, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0634, loss_cls: 0.1427, acc: 94.3867, loss_bbox: 0.1312, loss: 0.3577, grad_norm: 6.9062
2022-08-11 22:43:20,443 - mmdet - INFO - Epoch [5][2250/6400] lr: 2.376e-06, eta: 6:40:07, time: 0.532, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0877, loss_cls: 0.1383, acc: 94.4824, loss_bbox: 0.1259, loss: 0.3701, grad_norm: 7.3896
2022-08-11 22:43:43,785 - mmdet - INFO - Epoch [5][2300/6400] lr: 2.376e-06, eta: 6:39:41, time: 0.467, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0604, loss_cls: 0.1542, acc: 93.8105, loss_bbox: 0.1340, loss: 0.3619, grad_norm: 7.2456
2022-08-11 22:44:04,201 - mmdet - INFO - Epoch [5][2350/6400] lr: 2.376e-06, eta: 6:39:09, time: 0.408, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0621, loss_cls: 0.1243, acc: 94.9043, loss_bbox: 0.1120, loss: 0.3123, grad_norm: 6.7249
2022-08-11 22:44:24,559 - mmdet - INFO - Epoch [5][2400/6400] lr: 2.376e-06, eta: 6:38:37, time: 0.407, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0756, loss_cls: 0.1530, acc: 93.6680, loss_bbox: 0.1484, loss: 0.3944, grad_norm: 6.9861
2022-08-11 22:44:48,297 - mmdet - INFO - Epoch [5][2450/6400] lr: 2.376e-06, eta: 6:38:11, time: 0.475, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0559, loss_cls: 0.1480, acc: 94.2422, loss_bbox: 0.1197, loss: 0.3439, grad_norm: 7.1100
2022-08-11 22:45:14,431 - mmdet - INFO - Epoch [5][2500/6400] lr: 2.376e-06, eta: 6:37:50, time: 0.523, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0566, loss_cls: 0.1243, acc: 95.0762, loss_bbox: 0.1072, loss: 0.3053, grad_norm: 5.8796
2022-08-11 22:45:47,060 - mmdet - INFO - Epoch [5][2550/6400] lr: 2.376e-06, eta: 6:37:39, time: 0.653, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0715, loss_cls: 0.1436, acc: 94.3848, loss_bbox: 0.1281, loss: 0.3601, grad_norm: 6.6171
2022-08-11 22:46:11,831 - mmdet - INFO - Epoch [5][2600/6400] lr: 2.376e-06, eta: 6:37:15, time: 0.495, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0868, loss_cls: 0.1560, acc: 93.5508, loss_bbox: 0.1345, loss: 0.3961, grad_norm: 7.4591
2022-08-11 22:46:34,826 - mmdet - INFO - Epoch [5][2650/6400] lr: 2.376e-06, eta: 6:36:48, time: 0.460, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0832, loss_cls: 0.1520, acc: 93.8574, loss_bbox: 0.1515, loss: 0.4026, grad_norm: 7.8575
2022-08-11 22:46:57,866 - mmdet - INFO - Epoch [5][2700/6400] lr: 2.376e-06, eta: 6:36:21, time: 0.461, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0651, loss_cls: 0.1396, acc: 94.4414, loss_bbox: 0.1229, loss: 0.3495, grad_norm: 6.8680
2022-08-11 22:47:24,712 - mmdet - INFO - Epoch [5][2750/6400] lr: 2.376e-06, eta: 6:36:00, time: 0.537, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0665, loss_cls: 0.1563, acc: 93.5215, loss_bbox: 0.1376, loss: 0.3759, grad_norm: 7.2224
2022-08-11 22:47:45,166 - mmdet - INFO - Epoch [5][2800/6400] lr: 2.376e-06, eta: 6:35:29, time: 0.409, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0651, loss_cls: 0.1458, acc: 94.3457, loss_bbox: 0.1174, loss: 0.3418, grad_norm: 6.7881
2022-08-11 22:48:10,071 - mmdet - INFO - Epoch [5][2850/6400] lr: 2.376e-06, eta: 6:35:05, time: 0.498, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0539, loss_cls: 0.1380, acc: 94.8125, loss_bbox: 0.1220, loss: 0.3298, grad_norm: 6.7599
2022-08-11 22:48:34,257 - mmdet - INFO - Epoch [5][2900/6400] lr: 2.376e-06, eta: 6:34:40, time: 0.484, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0669, loss_cls: 0.1327, acc: 94.6875, loss_bbox: 0.1213, loss: 0.3332, grad_norm: 6.1122
2022-08-11 22:48:57,196 - mmdet - INFO - Epoch [5][2950/6400] lr: 2.376e-06, eta: 6:34:13, time: 0.459, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0733, loss_cls: 0.1386, acc: 94.5254, loss_bbox: 0.1124, loss: 0.3386, grad_norm: 6.6319
2022-08-11 22:49:17,567 - mmdet - INFO - Epoch [5][3000/6400] lr: 2.376e-06, eta: 6:33:41, time: 0.407, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0620, loss_cls: 0.1374, acc: 94.4238, loss_bbox: 0.1190, loss: 0.3357, grad_norm: 6.6783
2022-08-11 22:49:45,844 - mmdet - INFO - Epoch [5][3050/6400] lr: 2.376e-06, eta: 6:33:23, time: 0.566, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0634, loss_cls: 0.1296, acc: 94.9043, loss_bbox: 0.1289, loss: 0.3339, grad_norm: 6.6823
2022-08-11 22:50:08,767 - mmdet - INFO - Epoch [5][3100/6400] lr: 2.376e-06, eta: 6:32:56, time: 0.458, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0703, loss_cls: 0.1609, acc: 93.4590, loss_bbox: 0.1490, loss: 0.4019, grad_norm: 7.2422
2022-08-11 22:50:29,420 - mmdet - INFO - Epoch [5][3150/6400] lr: 2.376e-06, eta: 6:32:25, time: 0.413, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0658, loss_cls: 0.1535, acc: 93.5781, loss_bbox: 0.1311, loss: 0.3695, grad_norm: 7.3427
2022-08-11 22:50:49,796 - mmdet - INFO - Epoch [5][3200/6400] lr: 2.376e-06, eta: 6:31:54, time: 0.408, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0755, loss_cls: 0.1585, acc: 94.1836, loss_bbox: 0.1191, loss: 0.3780, grad_norm: 7.2380
2022-08-11 22:51:12,685 - mmdet - INFO - Epoch [5][3250/6400] lr: 2.376e-06, eta: 6:31:27, time: 0.458, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0751, loss_cls: 0.1421, acc: 94.4082, loss_bbox: 0.1393, loss: 0.3730, grad_norm: 6.5063
2022-08-11 22:51:38,348 - mmdet - INFO - Epoch [5][3300/6400] lr: 2.376e-06, eta: 6:31:04, time: 0.513, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0672, loss_cls: 0.1415, acc: 94.3633, loss_bbox: 0.1333, loss: 0.3553, grad_norm: 6.9988
2022-08-11 22:52:02,216 - mmdet - INFO - Epoch [5][3350/6400] lr: 2.376e-06, eta: 6:30:38, time: 0.477, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0817, loss_cls: 0.1538, acc: 93.9590, loss_bbox: 0.1395, loss: 0.3879, grad_norm: 7.4954
2022-08-11 22:52:33,999 - mmdet - INFO - Epoch [5][3400/6400] lr: 2.376e-06, eta: 6:30:26, time: 0.636, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0559, loss_cls: 0.1430, acc: 94.1797, loss_bbox: 0.1251, loss: 0.3390, grad_norm: 7.0082
2022-08-11 22:52:54,285 - mmdet - INFO - Epoch [5][3450/6400] lr: 2.376e-06, eta: 6:29:55, time: 0.406, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0530, loss_cls: 0.1335, acc: 94.6387, loss_bbox: 0.1264, loss: 0.3307, grad_norm: 6.3685
2022-08-11 22:53:14,746 - mmdet - INFO - Epoch [5][3500/6400] lr: 2.376e-06, eta: 6:29:23, time: 0.409, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0719, loss_cls: 0.1594, acc: 93.6719, loss_bbox: 0.1393, loss: 0.3853, grad_norm: 7.5322
2022-08-11 22:53:41,282 - mmdet - INFO - Epoch [5][3550/6400] lr: 2.376e-06, eta: 6:29:02, time: 0.531, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0748, loss_cls: 0.1497, acc: 94.2129, loss_bbox: 0.1444, loss: 0.3861, grad_norm: 7.7994
2022-08-11 22:54:04,480 - mmdet - INFO - Epoch [5][3600/6400] lr: 2.376e-06, eta: 6:28:36, time: 0.464, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0565, loss_cls: 0.1305, acc: 94.8281, loss_bbox: 0.1074, loss: 0.3125, grad_norm: 6.5543
2022-08-11 22:54:29,089 - mmdet - INFO - Epoch [5][3650/6400] lr: 2.376e-06, eta: 6:28:11, time: 0.492, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0630, loss_cls: 0.1173, acc: 95.2715, loss_bbox: 0.1089, loss: 0.3039, grad_norm: 6.7584
2022-08-11 22:54:53,373 - mmdet - INFO - Epoch [5][3700/6400] lr: 2.376e-06, eta: 6:27:47, time: 0.486, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0613, loss_cls: 0.1467, acc: 94.3301, loss_bbox: 0.1193, loss: 0.3509, grad_norm: 8.0953
2022-08-11 22:55:16,494 - mmdet - INFO - Epoch [5][3750/6400] lr: 2.376e-06, eta: 6:27:20, time: 0.462, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0644, loss_cls: 0.1542, acc: 93.8535, loss_bbox: 0.1327, loss: 0.3696, grad_norm: 7.3777
2022-08-11 22:55:46,249 - mmdet - INFO - Epoch [5][3800/6400] lr: 2.376e-06, eta: 6:27:04, time: 0.595, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0901, loss_cls: 0.1565, acc: 93.5996, loss_bbox: 0.1537, loss: 0.4155, grad_norm: 8.1689
2022-08-11 22:56:06,888 - mmdet - INFO - Epoch [5][3850/6400] lr: 2.376e-06, eta: 6:26:33, time: 0.413, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0653, loss_cls: 0.1515, acc: 93.8340, loss_bbox: 0.1385, loss: 0.3702, grad_norm: 7.3468
2022-08-11 22:56:38,872 - mmdet - INFO - Epoch [5][3900/6400] lr: 2.376e-06, eta: 6:26:21, time: 0.640, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0816, loss_cls: 0.1576, acc: 94.1230, loss_bbox: 0.1399, loss: 0.3988, grad_norm: 8.0501
2022-08-11 22:56:59,417 - mmdet - INFO - Epoch [5][3950/6400] lr: 2.376e-06, eta: 6:25:50, time: 0.411, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0806, loss_cls: 0.1575, acc: 93.3887, loss_bbox: 0.1320, loss: 0.3933, grad_norm: 7.3852
2022-08-11 22:57:40,250 - mmdet - INFO - Epoch [5][4000/6400] lr: 2.376e-06, eta: 6:25:51, time: 0.817, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0940, loss_cls: 0.1628, acc: 93.4316, loss_bbox: 0.1398, loss: 0.4248, grad_norm: 8.2232
2022-08-11 22:58:03,424 - mmdet - INFO - Epoch [5][4050/6400] lr: 2.376e-06, eta: 6:25:25, time: 0.463, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0534, loss_cls: 0.1581, acc: 93.7070, loss_bbox: 0.1277, loss: 0.3573, grad_norm: 7.4783
2022-08-11 22:58:32,639 - mmdet - INFO - Epoch [5][4100/6400] lr: 2.376e-06, eta: 6:25:08, time: 0.584, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0871, loss_cls: 0.1533, acc: 93.8672, loss_bbox: 0.1404, loss: 0.4016, grad_norm: 7.5701
2022-08-11 22:58:58,370 - mmdet - INFO - Epoch [5][4150/6400] lr: 2.376e-06, eta: 6:24:45, time: 0.515, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0640, loss_cls: 0.1645, acc: 93.8672, loss_bbox: 0.1364, loss: 0.3823, grad_norm: 7.3132
2022-08-11 22:59:26,930 - mmdet - INFO - Epoch [5][4200/6400] lr: 2.376e-06, eta: 6:24:27, time: 0.571, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0703, loss_cls: 0.1416, acc: 94.4453, loss_bbox: 0.1187, loss: 0.3630, grad_norm: 8.0815
2022-08-11 22:59:47,311 - mmdet - INFO - Epoch [5][4250/6400] lr: 2.376e-06, eta: 6:23:56, time: 0.408, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0643, loss_cls: 0.1284, acc: 94.8809, loss_bbox: 0.1163, loss: 0.3286, grad_norm: 7.1816
2022-08-11 23:00:11,434 - mmdet - INFO - Epoch [5][4300/6400] lr: 2.376e-06, eta: 6:23:31, time: 0.482, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0918, loss_cls: 0.1599, acc: 93.8848, loss_bbox: 0.1351, loss: 0.4066, grad_norm: 7.8306
2022-08-11 23:00:34,342 - mmdet - INFO - Epoch [5][4350/6400] lr: 2.376e-06, eta: 6:23:03, time: 0.458, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0456, loss_cls: 0.1155, acc: 95.4473, loss_bbox: 0.0962, loss: 0.2796, grad_norm: 6.7068
2022-08-11 23:00:58,235 - mmdet - INFO - Epoch [5][4400/6400] lr: 2.376e-06, eta: 6:22:38, time: 0.478, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0581, loss_cls: 0.1460, acc: 94.1992, loss_bbox: 0.1188, loss: 0.3379, grad_norm: 6.6999
2022-08-11 23:01:18,731 - mmdet - INFO - Epoch [5][4450/6400] lr: 2.376e-06, eta: 6:22:07, time: 0.410, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0882, loss_cls: 0.1420, acc: 94.3242, loss_bbox: 0.1321, loss: 0.3839, grad_norm: 6.9652
2022-08-11 23:01:39,079 - mmdet - INFO - Epoch [5][4500/6400] lr: 2.376e-06, eta: 6:21:36, time: 0.407, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0581, loss_cls: 0.1390, acc: 94.3438, loss_bbox: 0.1239, loss: 0.3417, grad_norm: 7.6017
2022-08-11 23:02:06,235 - mmdet - INFO - Epoch [5][4550/6400] lr: 2.376e-06, eta: 6:21:16, time: 0.543, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0520, loss_cls: 0.1143, acc: 95.6543, loss_bbox: 0.1012, loss: 0.2855, grad_norm: 5.9049
2022-08-11 23:02:35,366 - mmdet - INFO - Epoch [5][4600/6400] lr: 2.376e-06, eta: 6:20:58, time: 0.583, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0531, loss_cls: 0.1496, acc: 93.8828, loss_bbox: 0.1394, loss: 0.3558, grad_norm: 6.8191
2022-08-11 23:03:10,135 - mmdet - INFO - Epoch [5][4650/6400] lr: 2.376e-06, eta: 6:20:50, time: 0.695, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0858, loss_cls: 0.1538, acc: 93.8301, loss_bbox: 0.1448, loss: 0.4019, grad_norm: 7.8692
2022-08-11 23:03:30,383 - mmdet - INFO - Epoch [5][4700/6400] lr: 2.376e-06, eta: 6:20:18, time: 0.405, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0641, loss_cls: 0.1385, acc: 94.4062, loss_bbox: 0.1225, loss: 0.3420, grad_norm: 7.4393
2022-08-11 23:03:50,771 - mmdet - INFO - Epoch [5][4750/6400] lr: 2.376e-06, eta: 6:19:48, time: 0.408, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0695, loss_cls: 0.1474, acc: 94.0996, loss_bbox: 0.1313, loss: 0.3650, grad_norm: 7.2608
2022-08-11 23:04:13,619 - mmdet - INFO - Epoch [5][4800/6400] lr: 2.376e-06, eta: 6:19:20, time: 0.457, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0625, loss_cls: 0.1372, acc: 94.3125, loss_bbox: 0.1200, loss: 0.3352, grad_norm: 7.0192
2022-08-11 23:04:34,040 - mmdet - INFO - Epoch [5][4850/6400] lr: 2.376e-06, eta: 6:18:50, time: 0.408, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0528, loss_cls: 0.1357, acc: 94.6562, loss_bbox: 0.1113, loss: 0.3165, grad_norm: 7.0586
2022-08-11 23:04:57,531 - mmdet - INFO - Epoch [5][4900/6400] lr: 2.376e-06, eta: 6:18:24, time: 0.470, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0747, loss_cls: 0.1294, acc: 94.9570, loss_bbox: 0.1243, loss: 0.3455, grad_norm: 7.1320
2022-08-11 23:05:21,579 - mmdet - INFO - Epoch [5][4950/6400] lr: 2.376e-06, eta: 6:17:58, time: 0.481, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0663, loss_cls: 0.1375, acc: 94.4336, loss_bbox: 0.1239, loss: 0.3474, grad_norm: 7.1607
2022-08-11 23:05:49,304 - mmdet - INFO - Epoch [5][5000/6400] lr: 2.376e-06, eta: 6:17:39, time: 0.555, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0779, loss_cls: 0.1457, acc: 94.0312, loss_bbox: 0.1202, loss: 0.3611, grad_norm: 7.5826
2022-08-11 23:06:15,880 - mmdet - INFO - Epoch [5][5050/6400] lr: 2.376e-06, eta: 6:17:17, time: 0.531, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0679, loss_cls: 0.1342, acc: 94.7559, loss_bbox: 0.1179, loss: 0.3356, grad_norm: 7.0075
2022-08-11 23:06:36,346 - mmdet - INFO - Epoch [5][5100/6400] lr: 2.376e-06, eta: 6:16:47, time: 0.409, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0737, loss_cls: 0.1520, acc: 94.0859, loss_bbox: 0.1415, loss: 0.3921, grad_norm: 7.1665
2022-08-11 23:07:03,180 - mmdet - INFO - Epoch [5][5150/6400] lr: 2.376e-06, eta: 6:16:26, time: 0.537, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0808, loss_cls: 0.1472, acc: 94.1074, loss_bbox: 0.1158, loss: 0.3650, grad_norm: 6.2427
2022-08-11 23:07:23,413 - mmdet - INFO - Epoch [5][5200/6400] lr: 2.376e-06, eta: 6:15:55, time: 0.405, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0588, loss_cls: 0.1385, acc: 94.5215, loss_bbox: 0.1120, loss: 0.3269, grad_norm: 6.7915
2022-08-11 23:07:47,753 - mmdet - INFO - Epoch [5][5250/6400] lr: 2.376e-06, eta: 6:15:30, time: 0.487, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0681, loss_cls: 0.1631, acc: 93.5449, loss_bbox: 0.1484, loss: 0.3966, grad_norm: 7.5225
2022-08-11 23:08:10,874 - mmdet - INFO - Epoch [5][5300/6400] lr: 2.376e-06, eta: 6:15:03, time: 0.462, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0595, loss_cls: 0.1549, acc: 93.8359, loss_bbox: 0.1289, loss: 0.3574, grad_norm: 6.7860
2022-08-11 23:08:31,097 - mmdet - INFO - Epoch [5][5350/6400] lr: 2.376e-06, eta: 6:14:32, time: 0.404, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0541, loss_cls: 0.1344, acc: 94.5820, loss_bbox: 0.1270, loss: 0.3328, grad_norm: 6.6762
2022-08-11 23:09:04,577 - mmdet - INFO - Epoch [5][5400/6400] lr: 2.376e-06, eta: 6:14:21, time: 0.670, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0588, loss_cls: 0.1513, acc: 93.6504, loss_bbox: 0.1362, loss: 0.3649, grad_norm: 6.7163
2022-08-11 23:09:28,145 - mmdet - INFO - Epoch [5][5450/6400] lr: 2.376e-06, eta: 6:13:55, time: 0.471, data_time: 0.003, memory: 15814, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0508, loss_cls: 0.1343, acc: 94.7500, loss_bbox: 0.1174, loss: 0.3198, grad_norm: 6.2447
2022-08-11 23:09:53,040 - mmdet - INFO - Epoch [5][5500/6400] lr: 2.376e-06, eta: 6:13:31, time: 0.498, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0525, loss_cls: 0.1368, acc: 94.5254, loss_bbox: 0.1108, loss: 0.3159, grad_norm: 6.4487
2022-08-11 23:10:13,314 - mmdet - INFO - Epoch [5][5550/6400] lr: 2.376e-06, eta: 6:13:01, time: 0.405, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0661, loss_cls: 0.1455, acc: 94.0762, loss_bbox: 0.1266, loss: 0.3519, grad_norm: 6.8829
2022-08-11 23:10:33,790 - mmdet - INFO - Epoch [5][5600/6400] lr: 2.376e-06, eta: 6:12:30, time: 0.410, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0742, loss_cls: 0.1624, acc: 93.7891, loss_bbox: 0.1378, loss: 0.3905, grad_norm: 7.2592
2022-08-11 23:10:54,355 - mmdet - INFO - Epoch [5][5650/6400] lr: 2.376e-06, eta: 6:12:00, time: 0.411, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0658, loss_cls: 0.1461, acc: 94.0508, loss_bbox: 0.1371, loss: 0.3613, grad_norm: 6.2478
2022-08-11 23:11:22,678 - mmdet - INFO - Epoch [5][5700/6400] lr: 2.376e-06, eta: 6:11:41, time: 0.566, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0760, loss_cls: 0.1559, acc: 93.8828, loss_bbox: 0.1422, loss: 0.3910, grad_norm: 7.4974
2022-08-11 23:11:55,291 - mmdet - INFO - Epoch [5][5750/6400] lr: 2.376e-06, eta: 6:11:28, time: 0.652, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0536, loss_cls: 0.1507, acc: 94.0957, loss_bbox: 0.1309, loss: 0.3532, grad_norm: 7.5386
2022-08-11 23:12:15,779 - mmdet - INFO - Epoch [5][5800/6400] lr: 2.376e-06, eta: 6:10:58, time: 0.410, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0685, loss_cls: 0.1527, acc: 94.0332, loss_bbox: 0.1495, loss: 0.3868, grad_norm: 7.0664
2022-08-11 23:12:40,769 - mmdet - INFO - Epoch [5][5850/6400] lr: 2.376e-06, eta: 6:10:34, time: 0.500, data_time: 0.004, memory: 15814, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0744, loss_cls: 0.1311, acc: 94.8320, loss_bbox: 0.1233, loss: 0.3428, grad_norm: 6.9201