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faster_rcnn_orpn_our_rsp_vitae-nc-base-win-rvsa_v3_kvdiff_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15.log
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faster_rcnn_orpn_our_rsp_vitae-nc-base-win-rvsa_v3_kvdiff_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15.log
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2022-08-12 22:40:30,929 - mmdet - INFO - Environment info:
------------------------------------------------------------
sys.platform: linux
Python: 3.8.5 (default, Sep 4 2020, 07:30:14) [GCC 7.3.0]
CUDA available: True
CUDA_HOME: /usr/local/cuda
NVCC: Build cuda_11.1.TC455_06.29190527_0
GPU 0: A100-SXM4-40GB
GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0
PyTorch: 1.9.0+cu111
PyTorch compiling details: PyTorch built with:
- GCC 7.3
- C++ Version: 201402
- Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications
- Intel(R) MKL-DNN v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb)
- OpenMP 201511 (a.k.a. OpenMP 4.5)
- NNPACK is enabled
- CPU capability usage: AVX2
- CUDA Runtime 11.1
- NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86
- CuDNN 8.0.5
- Magma 2.5.2
- Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON,
TorchVision: 0.10.0+cu111
OpenCV: 4.4.0
MMCV: 1.4.1
MMDetection: 2.2.0+11d1c6f
MMDetection Compiler: GCC 9.3
MMDetection CUDA Compiler: 11.1
------------------------------------------------------------
2022-08-12 22:40:30,930 - mmdet - INFO - Distributed training: True
2022-08-12 22:40:31,839 - 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=2,
workers_per_gpu=4,
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_KVDIFF_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_kvdiff_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15_retrn6'
gpu_ids = range(0, 1)
2022-08-12 22:40:34,115 - 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
2022-08-12 22:40:35,640 - 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_k.2.weight, blocks.0.attn.sampling_offsets_k.2.bias, blocks.0.attn.sampling_scales_k.2.weight, blocks.0.attn.sampling_scales_k.2.bias, blocks.0.attn.sampling_angles_k.2.weight, blocks.0.attn.sampling_angles_k.2.bias, blocks.0.attn.sampling_offsets_v.2.weight, blocks.0.attn.sampling_offsets_v.2.bias, blocks.0.attn.sampling_scales_v.2.weight, blocks.0.attn.sampling_scales_v.2.bias, blocks.0.attn.sampling_angles_v.2.weight, blocks.0.attn.sampling_angles_v.2.bias, blocks.1.attn.rel_pos_h, blocks.1.attn.rel_pos_w, blocks.1.attn.relative_position_bias_table, blocks.1.attn.relative_position_index, blocks.1.attn.sampling_offsets_k.2.weight, blocks.1.attn.sampling_offsets_k.2.bias, blocks.1.attn.sampling_scales_k.2.weight, blocks.1.attn.sampling_scales_k.2.bias, blocks.1.attn.sampling_angles_k.2.weight, blocks.1.attn.sampling_angles_k.2.bias, blocks.1.attn.sampling_offsets_v.2.weight, blocks.1.attn.sampling_offsets_v.2.bias, blocks.1.attn.sampling_scales_v.2.weight, blocks.1.attn.sampling_scales_v.2.bias, blocks.1.attn.sampling_angles_v.2.weight, blocks.1.attn.sampling_angles_v.2.bias, blocks.2.attn.rel_pos_h, blocks.2.attn.rel_pos_w, blocks.3.attn.rel_pos_h, blocks.3.attn.rel_pos_w, blocks.3.attn.relative_position_bias_table, blocks.3.attn.relative_position_index, blocks.3.attn.sampling_offsets_k.2.weight, blocks.3.attn.sampling_offsets_k.2.bias, blocks.3.attn.sampling_scales_k.2.weight, blocks.3.attn.sampling_scales_k.2.bias, blocks.3.attn.sampling_angles_k.2.weight, blocks.3.attn.sampling_angles_k.2.bias, blocks.3.attn.sampling_offsets_v.2.weight, blocks.3.attn.sampling_offsets_v.2.bias, blocks.3.attn.sampling_scales_v.2.weight, blocks.3.attn.sampling_scales_v.2.bias, blocks.3.attn.sampling_angles_v.2.weight, blocks.3.attn.sampling_angles_v.2.bias, blocks.4.attn.rel_pos_h, blocks.4.attn.rel_pos_w, blocks.4.attn.relative_position_bias_table, blocks.4.attn.relative_position_index, blocks.4.attn.sampling_offsets_k.2.weight, blocks.4.attn.sampling_offsets_k.2.bias, blocks.4.attn.sampling_scales_k.2.weight, blocks.4.attn.sampling_scales_k.2.bias, blocks.4.attn.sampling_angles_k.2.weight, blocks.4.attn.sampling_angles_k.2.bias, blocks.4.attn.sampling_offsets_v.2.weight, blocks.4.attn.sampling_offsets_v.2.bias, blocks.4.attn.sampling_scales_v.2.weight, blocks.4.attn.sampling_scales_v.2.bias, blocks.4.attn.sampling_angles_v.2.weight, blocks.4.attn.sampling_angles_v.2.bias, blocks.5.attn.rel_pos_h, blocks.5.attn.rel_pos_w, blocks.6.attn.rel_pos_h, blocks.6.attn.rel_pos_w, blocks.6.attn.relative_position_bias_table, blocks.6.attn.relative_position_index, blocks.6.attn.sampling_offsets_k.2.weight, blocks.6.attn.sampling_offsets_k.2.bias, blocks.6.attn.sampling_scales_k.2.weight, blocks.6.attn.sampling_scales_k.2.bias, blocks.6.attn.sampling_angles_k.2.weight, blocks.6.attn.sampling_angles_k.2.bias, blocks.6.attn.sampling_offsets_v.2.weight, blocks.6.attn.sampling_offsets_v.2.bias, blocks.6.attn.sampling_scales_v.2.weight, blocks.6.attn.sampling_scales_v.2.bias, blocks.6.attn.sampling_angles_v.2.weight, blocks.6.attn.sampling_angles_v.2.bias, blocks.7.attn.rel_pos_h, blocks.7.attn.rel_pos_w, blocks.7.attn.relative_position_bias_table, blocks.7.attn.relative_position_index, blocks.7.attn.sampling_offsets_k.2.weight, blocks.7.attn.sampling_offsets_k.2.bias, blocks.7.attn.sampling_scales_k.2.weight, blocks.7.attn.sampling_scales_k.2.bias, blocks.7.attn.sampling_angles_k.2.weight, blocks.7.attn.sampling_angles_k.2.bias, blocks.7.attn.sampling_offsets_v.2.weight, blocks.7.attn.sampling_offsets_v.2.bias, blocks.7.attn.sampling_scales_v.2.weight, blocks.7.attn.sampling_scales_v.2.bias, blocks.7.attn.sampling_angles_v.2.weight, blocks.7.attn.sampling_angles_v.2.bias, blocks.8.attn.rel_pos_h, blocks.8.attn.rel_pos_w, blocks.9.attn.rel_pos_h, blocks.9.attn.rel_pos_w, blocks.9.attn.relative_position_bias_table, blocks.9.attn.relative_position_index, blocks.9.attn.sampling_offsets_k.2.weight, blocks.9.attn.sampling_offsets_k.2.bias, blocks.9.attn.sampling_scales_k.2.weight, blocks.9.attn.sampling_scales_k.2.bias, blocks.9.attn.sampling_angles_k.2.weight, blocks.9.attn.sampling_angles_k.2.bias, blocks.9.attn.sampling_offsets_v.2.weight, blocks.9.attn.sampling_offsets_v.2.bias, blocks.9.attn.sampling_scales_v.2.weight, blocks.9.attn.sampling_scales_v.2.bias, blocks.9.attn.sampling_angles_v.2.weight, blocks.9.attn.sampling_angles_v.2.bias, blocks.10.attn.rel_pos_h, blocks.10.attn.rel_pos_w, blocks.10.attn.relative_position_bias_table, blocks.10.attn.relative_position_index, blocks.10.attn.sampling_offsets_k.2.weight, blocks.10.attn.sampling_offsets_k.2.bias, blocks.10.attn.sampling_scales_k.2.weight, blocks.10.attn.sampling_scales_k.2.bias, blocks.10.attn.sampling_angles_k.2.weight, blocks.10.attn.sampling_angles_k.2.bias, blocks.10.attn.sampling_offsets_v.2.weight, blocks.10.attn.sampling_offsets_v.2.bias, blocks.10.attn.sampling_scales_v.2.weight, blocks.10.attn.sampling_scales_v.2.bias, blocks.10.attn.sampling_angles_v.2.weight, blocks.10.attn.sampling_angles_v.2.bias, blocks.11.attn.rel_pos_h, blocks.11.attn.rel_pos_w, fpn1.0.weight, fpn1.0.bias, fpn1.1.ln.weight, fpn1.1.ln.bias, fpn1.3.weight, fpn1.3.bias, fpn2.0.weight, fpn2.0.bias
2022-08-12 22:40:40,362 - 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_kvdiff_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15_retrn6
2022-08-12 22:40:40,362 - 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
--------------------
2022-08-12 22:40:40,363 - mmdet - INFO - workflow: [('train', 1)], max: 12 epochs
2022-08-12 22:40:40,363 - mmdet - INFO - Checkpoints will be saved to /workspace/CV/users/wangdi153/OBBDetection/work_dirs/faster/faster_rcnn_orpn_our_rsp_vitae-nc-base-win-rvsa_v3_kvdiff_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15_retrn6 by HardDiskBackend.
2022-08-12 22:41:57,658 - mmdet - INFO - Epoch [1][50/6400] lr: 2.350e-07, eta: 1 day, 8:57:20, time: 1.546, data_time: 0.605, memory: 28890, loss_rpn_cls: 0.6710, loss_rpn_bbox: 0.2336, loss_cls: 1.8184, acc: 69.3750, loss_bbox: 0.0618, loss: 2.7848, grad_norm: 20.8219
2022-08-12 22:42:46,662 - mmdet - INFO - Epoch [1][100/6400] lr: 4.723e-07, eta: 1 day, 2:54:28, time: 0.980, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.5347, loss_rpn_bbox: 0.3023, loss_cls: 0.5574, acc: 94.0508, loss_bbox: 0.0608, loss: 1.4553, grad_norm: 6.7404
2022-08-12 22:43:38,625 - mmdet - INFO - Epoch [1][150/6400] lr: 7.096e-07, eta: 1 day, 1:18:09, time: 1.039, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.3909, loss_rpn_bbox: 0.2989, loss_cls: 0.3234, acc: 94.5293, loss_bbox: 0.0927, loss: 1.1058, grad_norm: 6.8395
2022-08-12 22:44:25,583 - mmdet - INFO - Epoch [1][200/6400] lr: 9.470e-07, eta: 23:57:37, time: 0.939, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.3018, loss_rpn_bbox: 0.2844, loss_cls: 0.3195, acc: 94.5117, loss_bbox: 0.1735, loss: 1.0791, grad_norm: 7.3957
2022-08-12 22:45:12,315 - mmdet - INFO - Epoch [1][250/6400] lr: 1.184e-06, eta: 23:07:49, time: 0.935, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.2475, loss_rpn_bbox: 0.2330, loss_cls: 0.2828, acc: 95.0996, loss_bbox: 0.1312, loss: 0.8945, grad_norm: 6.2932
2022-08-12 22:46:02,260 - mmdet - INFO - Epoch [1][300/6400] lr: 1.422e-06, eta: 22:48:02, time: 0.999, data_time: 0.005, memory: 28890, loss_rpn_cls: 0.2232, loss_rpn_bbox: 0.2201, loss_cls: 0.2693, acc: 94.4238, loss_bbox: 0.1902, loss: 0.9028, grad_norm: 7.2625
2022-08-12 22:46:50,043 - mmdet - INFO - Epoch [1][350/6400] lr: 1.659e-06, eta: 22:25:47, time: 0.956, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.2479, loss_rpn_bbox: 0.2670, loss_cls: 0.2790, acc: 94.4648, loss_bbox: 0.1384, loss: 0.9322, grad_norm: 7.7153
2022-08-12 22:47:36,828 - mmdet - INFO - Epoch [1][400/6400] lr: 1.896e-06, eta: 22:05:43, time: 0.936, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.2243, loss_rpn_bbox: 0.2492, loss_cls: 0.3347, acc: 93.1953, loss_bbox: 0.2188, loss: 1.0270, grad_norm: 7.9064
2022-08-12 22:48:23,794 - mmdet - INFO - Epoch [1][450/6400] lr: 2.134e-06, eta: 21:50:27, time: 0.939, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.2455, loss_rpn_bbox: 0.2888, loss_cls: 0.3609, acc: 92.1973, loss_bbox: 0.2698, loss: 1.1650, grad_norm: 9.5266
2022-08-12 22:49:11,273 - mmdet - INFO - Epoch [1][500/6400] lr: 2.371e-06, eta: 21:39:23, time: 0.950, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.2120, loss_rpn_bbox: 0.2280, loss_cls: 0.3034, acc: 92.6719, loss_bbox: 0.2647, loss: 1.0081, grad_norm: 7.9833
2022-08-12 22:49:58,060 - mmdet - INFO - Epoch [1][550/6400] lr: 2.376e-06, eta: 21:28:36, time: 0.936, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.1759, loss_rpn_bbox: 0.1928, loss_cls: 0.3231, acc: 92.8457, loss_bbox: 0.2352, loss: 0.9269, grad_norm: 7.9192
2022-08-12 22:50:47,570 - mmdet - INFO - Epoch [1][600/6400] lr: 2.376e-06, eta: 21:25:14, time: 0.990, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.2063, loss_rpn_bbox: 0.2322, loss_cls: 0.3055, acc: 92.0332, loss_bbox: 0.2555, loss: 0.9994, grad_norm: 9.3089
2022-08-12 22:51:35,524 - mmdet - INFO - Epoch [1][650/6400] lr: 2.376e-06, eta: 21:19:13, time: 0.959, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.2274, loss_rpn_bbox: 0.2106, loss_cls: 0.2661, acc: 93.3555, loss_bbox: 0.1977, loss: 0.9017, grad_norm: 9.2564
2022-08-12 22:52:22,237 - mmdet - INFO - Epoch [1][700/6400] lr: 2.376e-06, eta: 21:11:42, time: 0.934, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.1732, loss_rpn_bbox: 0.2228, loss_cls: 0.3193, acc: 91.5527, loss_bbox: 0.3406, loss: 1.0559, grad_norm: 10.1200
2022-08-12 22:53:11,635 - mmdet - INFO - Epoch [1][750/6400] lr: 2.376e-06, eta: 21:09:38, time: 0.988, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.1607, loss_rpn_bbox: 0.2145, loss_cls: 0.3642, acc: 89.7910, loss_bbox: 0.3328, loss: 1.0721, grad_norm: 9.8552
2022-08-12 22:53:59,407 - mmdet - INFO - Epoch [1][800/6400] lr: 2.376e-06, eta: 21:05:08, time: 0.955, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.1471, loss_rpn_bbox: 0.1889, loss_cls: 0.2792, acc: 92.5938, loss_bbox: 0.2432, loss: 0.8583, grad_norm: 9.2642
2022-08-12 22:54:46,345 - mmdet - INFO - Epoch [1][850/6400] lr: 2.376e-06, eta: 20:59:50, time: 0.939, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.1747, loss_rpn_bbox: 0.2179, loss_cls: 0.2823, acc: 91.8477, loss_bbox: 0.2690, loss: 0.9440, grad_norm: 10.3321
2022-08-12 22:55:34,434 - mmdet - INFO - Epoch [1][900/6400] lr: 2.376e-06, eta: 20:56:39, time: 0.962, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.1288, loss_rpn_bbox: 0.1610, loss_cls: 0.2825, acc: 92.1895, loss_bbox: 0.2599, loss: 0.8324, grad_norm: 8.3848
2022-08-12 22:56:21,276 - mmdet - INFO - Epoch [1][950/6400] lr: 2.376e-06, eta: 20:52:03, time: 0.937, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.1126, loss_rpn_bbox: 0.1719, loss_cls: 0.2519, acc: 92.7930, loss_bbox: 0.2581, loss: 0.7945, grad_norm: 8.9115
2022-08-12 22:57:07,963 - mmdet - INFO - Epoch [1][1000/6400] lr: 2.376e-06, eta: 20:47:39, time: 0.934, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.1339, loss_rpn_bbox: 0.1628, loss_cls: 0.2558, acc: 92.4883, loss_bbox: 0.2500, loss: 0.8025, grad_norm: 8.7829
2022-08-12 22:57:55,443 - mmdet - INFO - Epoch [1][1050/6400] lr: 2.376e-06, eta: 20:44:32, time: 0.950, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.1250, loss_rpn_bbox: 0.1912, loss_cls: 0.2930, acc: 91.9473, loss_bbox: 0.2600, loss: 0.8693, grad_norm: 9.2717
2022-08-12 22:58:42,341 - mmdet - INFO - Epoch [1][1100/6400] lr: 2.376e-06, eta: 20:40:59, time: 0.938, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.1097, loss_rpn_bbox: 0.1308, loss_cls: 0.2604, acc: 92.2793, loss_bbox: 0.2166, loss: 0.7175, grad_norm: 9.8082
2022-08-12 22:59:29,114 - mmdet - INFO - Epoch [1][1150/6400] lr: 2.376e-06, eta: 20:37:31, time: 0.935, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.1312, loss_rpn_bbox: 0.1348, loss_cls: 0.2436, acc: 92.9570, loss_bbox: 0.2334, loss: 0.7430, grad_norm: 8.8495
2022-08-12 23:00:18,076 - mmdet - INFO - Epoch [1][1200/6400] lr: 2.376e-06, eta: 20:36:35, time: 0.979, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.1422, loss_rpn_bbox: 0.1735, loss_cls: 0.2607, acc: 91.8418, loss_bbox: 0.2246, loss: 0.8011, grad_norm: 11.2329
2022-08-12 23:01:05,731 - mmdet - INFO - Epoch [1][1250/6400] lr: 2.376e-06, eta: 20:34:20, time: 0.953, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.1240, loss_rpn_bbox: 0.1490, loss_cls: 0.3268, acc: 90.9453, loss_bbox: 0.2352, loss: 0.8350, grad_norm: 9.6104
2022-08-12 23:01:54,189 - mmdet - INFO - Epoch [1][1300/6400] lr: 2.376e-06, eta: 20:32:59, time: 0.969, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.1251, loss_rpn_bbox: 0.1505, loss_cls: 0.2757, acc: 91.4922, loss_bbox: 0.2460, loss: 0.7973, grad_norm: 9.2681
2022-08-12 23:02:44,433 - mmdet - INFO - Epoch [1][1350/6400] lr: 2.376e-06, eta: 20:33:20, time: 1.005, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.1125, loss_rpn_bbox: 0.1656, loss_cls: 0.2349, acc: 92.9980, loss_bbox: 0.2175, loss: 0.7304, grad_norm: 8.7298
2022-08-12 23:03:34,205 - mmdet - INFO - Epoch [1][1400/6400] lr: 2.376e-06, eta: 20:33:10, time: 0.995, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.1013, loss_rpn_bbox: 0.1846, loss_cls: 0.3176, acc: 90.7285, loss_bbox: 0.2662, loss: 0.8697, grad_norm: 10.3782
2022-08-12 23:04:26,363 - mmdet - INFO - Epoch [1][1450/6400] lr: 2.376e-06, eta: 20:35:02, time: 1.043, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.1042, loss_rpn_bbox: 0.1564, loss_cls: 0.2945, acc: 91.3438, loss_bbox: 0.2488, loss: 0.8039, grad_norm: 10.2930
2022-08-12 23:05:14,138 - mmdet - INFO - Epoch [1][1500/6400] lr: 2.376e-06, eta: 20:33:02, time: 0.956, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.1190, loss_rpn_bbox: 0.1793, loss_cls: 0.2817, acc: 90.9785, loss_bbox: 0.2930, loss: 0.8730, grad_norm: 12.3349
2022-08-12 23:06:01,676 - mmdet - INFO - Epoch [1][1550/6400] lr: 2.376e-06, eta: 20:30:56, time: 0.951, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.1047, loss_rpn_bbox: 0.1314, loss_cls: 0.2302, acc: 92.6230, loss_bbox: 0.2436, loss: 0.7098, grad_norm: 9.2410
2022-08-12 23:06:52,627 - mmdet - INFO - Epoch [1][1600/6400] lr: 2.376e-06, eta: 20:31:35, time: 1.019, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.1009, loss_rpn_bbox: 0.1491, loss_cls: 0.2612, acc: 91.6543, loss_bbox: 0.2443, loss: 0.7556, grad_norm: 9.5381
2022-08-12 23:07:40,882 - mmdet - INFO - Epoch [1][1650/6400] lr: 2.376e-06, eta: 20:30:06, time: 0.965, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.1075, loss_rpn_bbox: 0.1681, loss_cls: 0.3140, acc: 90.0684, loss_bbox: 0.2717, loss: 0.8613, grad_norm: 10.7535
2022-08-12 23:08:28,751 - mmdet - INFO - Epoch [1][1700/6400] lr: 2.376e-06, eta: 20:28:22, time: 0.957, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0925, loss_rpn_bbox: 0.1477, loss_cls: 0.3166, acc: 90.3828, loss_bbox: 0.2841, loss: 0.8410, grad_norm: 10.3197
2022-08-12 23:09:16,386 - mmdet - INFO - Epoch [1][1750/6400] lr: 2.376e-06, eta: 20:26:32, time: 0.953, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0818, loss_rpn_bbox: 0.1386, loss_cls: 0.2683, acc: 91.5605, loss_bbox: 0.2435, loss: 0.7322, grad_norm: 10.0825
2022-08-12 23:10:05,375 - mmdet - INFO - Epoch [1][1800/6400] lr: 2.376e-06, eta: 20:25:41, time: 0.980, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0822, loss_rpn_bbox: 0.1449, loss_cls: 0.2560, acc: 92.2969, loss_bbox: 0.2344, loss: 0.7175, grad_norm: 9.9432
2022-08-12 23:10:52,815 - mmdet - INFO - Epoch [1][1850/6400] lr: 2.376e-06, eta: 20:23:48, time: 0.949, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0769, loss_rpn_bbox: 0.1411, loss_cls: 0.2734, acc: 91.3867, loss_bbox: 0.2669, loss: 0.7583, grad_norm: 9.2821
2022-08-12 23:11:42,554 - mmdet - INFO - Epoch [1][1900/6400] lr: 2.376e-06, eta: 20:23:29, time: 0.995, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0849, loss_rpn_bbox: 0.1253, loss_cls: 0.2449, acc: 92.1953, loss_bbox: 0.2116, loss: 0.6667, grad_norm: 8.5768
2022-08-12 23:12:29,358 - mmdet - INFO - Epoch [1][1950/6400] lr: 2.376e-06, eta: 20:21:15, time: 0.936, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0741, loss_rpn_bbox: 0.1371, loss_cls: 0.2839, acc: 90.4746, loss_bbox: 0.2620, loss: 0.7572, grad_norm: 10.1701
2022-08-12 23:13:37,876 - mmdet - INFO - Epoch [1][2000/6400] lr: 2.376e-06, eta: 20:32:38, time: 1.370, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0815, loss_rpn_bbox: 0.1445, loss_cls: 0.2530, acc: 91.6855, loss_bbox: 0.2550, loss: 0.7340, grad_norm: 9.6424
2022-08-12 23:14:29,883 - mmdet - INFO - Epoch [1][2050/6400] lr: 2.376e-06, eta: 20:33:22, time: 1.040, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0900, loss_rpn_bbox: 0.1275, loss_cls: 0.2429, acc: 92.3027, loss_bbox: 0.2068, loss: 0.6673, grad_norm: 9.8640
2022-08-12 23:15:18,308 - mmdet - INFO - Epoch [1][2100/6400] lr: 2.376e-06, eta: 20:31:54, time: 0.969, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0854, loss_rpn_bbox: 0.1284, loss_cls: 0.2688, acc: 91.4473, loss_bbox: 0.2392, loss: 0.7217, grad_norm: 8.7480
2022-08-12 23:16:14,176 - mmdet - INFO - Epoch [1][2150/6400] lr: 2.376e-06, eta: 20:34:47, time: 1.117, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.0761, loss_rpn_bbox: 0.1267, loss_cls: 0.2598, acc: 91.1211, loss_bbox: 0.2313, loss: 0.6939, grad_norm: 8.9990
2022-08-12 23:17:02,636 - mmdet - INFO - Epoch [1][2200/6400] lr: 2.376e-06, eta: 20:33:18, time: 0.969, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0993, loss_rpn_bbox: 0.1287, loss_cls: 0.2465, acc: 91.9902, loss_bbox: 0.1957, loss: 0.6702, grad_norm: 9.8960
2022-08-12 23:17:51,641 - mmdet - INFO - Epoch [1][2250/6400] lr: 2.376e-06, eta: 20:32:09, time: 0.980, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0759, loss_rpn_bbox: 0.1382, loss_cls: 0.2372, acc: 91.7969, loss_bbox: 0.2410, loss: 0.6923, grad_norm: 10.6819
2022-08-12 23:18:38,618 - mmdet - INFO - Epoch [1][2300/6400] lr: 2.376e-06, eta: 20:29:55, time: 0.940, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0691, loss_rpn_bbox: 0.1071, loss_cls: 0.2465, acc: 91.9492, loss_bbox: 0.2125, loss: 0.6352, grad_norm: 8.7474
2022-08-12 23:19:25,475 - mmdet - INFO - Epoch [1][2350/6400] lr: 2.376e-06, eta: 20:27:41, time: 0.937, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0628, loss_rpn_bbox: 0.1257, loss_cls: 0.2461, acc: 91.4434, loss_bbox: 0.2476, loss: 0.6821, grad_norm: 9.1791
2022-08-12 23:20:13,263 - mmdet - INFO - Epoch [1][2400/6400] lr: 2.376e-06, eta: 20:25:59, time: 0.956, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0851, loss_rpn_bbox: 0.1308, loss_cls: 0.2976, acc: 90.5273, loss_bbox: 0.2761, loss: 0.7896, grad_norm: 12.1129
2022-08-12 23:21:05,062 - mmdet - INFO - Epoch [1][2450/6400] lr: 2.376e-06, eta: 20:26:21, time: 1.036, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0824, loss_rpn_bbox: 0.1387, loss_cls: 0.2808, acc: 90.6387, loss_bbox: 0.2272, loss: 0.7291, grad_norm: 10.9039
2022-08-12 23:21:52,202 - mmdet - INFO - Epoch [1][2500/6400] lr: 2.376e-06, eta: 20:24:22, time: 0.943, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0790, loss_rpn_bbox: 0.1182, loss_cls: 0.2524, acc: 91.4902, loss_bbox: 0.2538, loss: 0.7035, grad_norm: 9.4943
2022-08-12 23:22:41,314 - mmdet - INFO - Epoch [1][2550/6400] lr: 2.376e-06, eta: 20:23:23, time: 0.982, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0911, loss_rpn_bbox: 0.1182, loss_cls: 0.2159, acc: 92.9219, loss_bbox: 0.1822, loss: 0.6075, grad_norm: 9.5887
2022-08-12 23:23:29,674 - mmdet - INFO - Epoch [1][2600/6400] lr: 2.376e-06, eta: 20:22:03, time: 0.967, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0748, loss_rpn_bbox: 0.1132, loss_cls: 0.2253, acc: 92.7793, loss_bbox: 0.1960, loss: 0.6092, grad_norm: 9.4771
2022-08-12 23:24:21,841 - mmdet - INFO - Epoch [1][2650/6400] lr: 2.376e-06, eta: 20:22:31, time: 1.043, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0611, loss_rpn_bbox: 0.1224, loss_cls: 0.2356, acc: 91.8320, loss_bbox: 0.1912, loss: 0.6102, grad_norm: 9.8362
2022-08-12 23:25:09,376 - mmdet - INFO - Epoch [1][2700/6400] lr: 2.376e-06, eta: 20:20:49, time: 0.951, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0938, loss_rpn_bbox: 0.1365, loss_cls: 0.2514, acc: 91.9277, loss_bbox: 0.2317, loss: 0.7136, grad_norm: 9.8954
2022-08-12 23:25:56,176 - mmdet - INFO - Epoch [1][2750/6400] lr: 2.376e-06, eta: 20:18:48, time: 0.936, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0643, loss_rpn_bbox: 0.1264, loss_cls: 0.2437, acc: 91.8730, loss_bbox: 0.2188, loss: 0.6531, grad_norm: 9.0543
2022-08-12 23:26:43,899 - mmdet - INFO - Epoch [1][2800/6400] lr: 2.376e-06, eta: 20:17:15, time: 0.954, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0952, loss_cls: 0.2270, acc: 92.4805, loss_bbox: 0.2007, loss: 0.5798, grad_norm: 9.2029
2022-08-12 23:27:32,921 - mmdet - INFO - Epoch [1][2850/6400] lr: 2.376e-06, eta: 20:16:18, time: 0.980, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0732, loss_rpn_bbox: 0.1385, loss_cls: 0.2937, acc: 90.2852, loss_bbox: 0.2570, loss: 0.7623, grad_norm: 9.7911
2022-08-12 23:28:20,478 - mmdet - INFO - Epoch [1][2900/6400] lr: 2.376e-06, eta: 20:14:43, time: 0.951, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.1349, loss_cls: 0.2477, acc: 91.2754, loss_bbox: 0.2418, loss: 0.6866, grad_norm: 9.8797
2022-08-12 23:29:10,466 - mmdet - INFO - Epoch [1][2950/6400] lr: 2.376e-06, eta: 20:14:10, time: 1.000, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.0580, loss_rpn_bbox: 0.0951, loss_cls: 0.2095, acc: 92.7852, loss_bbox: 0.1938, loss: 0.5564, grad_norm: 8.1653
2022-08-12 23:30:06,529 - mmdet - INFO - Epoch [1][3000/6400] lr: 2.376e-06, eta: 20:16:07, time: 1.121, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0655, loss_rpn_bbox: 0.1254, loss_cls: 0.2606, acc: 91.1719, loss_bbox: 0.2181, loss: 0.6696, grad_norm: 10.2710
2022-08-12 23:30:54,481 - mmdet - INFO - Epoch [1][3050/6400] lr: 2.376e-06, eta: 20:14:41, time: 0.959, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0669, loss_rpn_bbox: 0.1339, loss_cls: 0.2484, acc: 91.2852, loss_bbox: 0.2309, loss: 0.6801, grad_norm: 10.1215
2022-08-12 23:31:41,406 - mmdet - INFO - Epoch [1][3100/6400] lr: 2.376e-06, eta: 20:12:53, time: 0.939, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0873, loss_rpn_bbox: 0.1148, loss_cls: 0.2418, acc: 92.2363, loss_bbox: 0.2189, loss: 0.6628, grad_norm: 11.0233
2022-08-12 23:32:41,017 - mmdet - INFO - Epoch [1][3150/6400] lr: 2.376e-06, eta: 20:16:03, time: 1.192, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.0677, loss_rpn_bbox: 0.1567, loss_cls: 0.2262, acc: 91.1719, loss_bbox: 0.2227, loss: 0.6733, grad_norm: 10.1768
2022-08-12 23:33:29,194 - mmdet - INFO - Epoch [1][3200/6400] lr: 2.376e-06, eta: 20:14:42, time: 0.964, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0675, loss_rpn_bbox: 0.1627, loss_cls: 0.2363, acc: 91.8301, loss_bbox: 0.2189, loss: 0.6853, grad_norm: 9.6804
2022-08-12 23:34:18,092 - mmdet - INFO - Epoch [1][3250/6400] lr: 2.376e-06, eta: 20:13:39, time: 0.978, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0869, loss_rpn_bbox: 0.1115, loss_cls: 0.2233, acc: 92.7246, loss_bbox: 0.1999, loss: 0.6216, grad_norm: 9.4882
2022-08-12 23:35:08,253 - mmdet - INFO - Epoch [1][3300/6400] lr: 2.376e-06, eta: 20:13:04, time: 1.003, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0752, loss_rpn_bbox: 0.1268, loss_cls: 0.2469, acc: 91.6074, loss_bbox: 0.2145, loss: 0.6634, grad_norm: 9.6780
2022-08-12 23:35:56,420 - mmdet - INFO - Epoch [1][3350/6400] lr: 2.376e-06, eta: 20:11:45, time: 0.963, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0667, loss_rpn_bbox: 0.1393, loss_cls: 0.2249, acc: 92.4492, loss_bbox: 0.2158, loss: 0.6467, grad_norm: 9.0988
2022-08-12 23:36:44,276 - mmdet - INFO - Epoch [1][3400/6400] lr: 2.376e-06, eta: 20:10:20, time: 0.957, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0683, loss_rpn_bbox: 0.1019, loss_cls: 0.2530, acc: 91.5391, loss_bbox: 0.2147, loss: 0.6380, grad_norm: 8.9615
2022-08-12 23:37:34,011 - mmdet - INFO - Epoch [1][3450/6400] lr: 2.376e-06, eta: 20:09:36, time: 0.995, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0792, loss_rpn_bbox: 0.1577, loss_cls: 0.2665, acc: 90.9238, loss_bbox: 0.2427, loss: 0.7461, grad_norm: 10.5433
2022-08-12 23:38:20,742 - mmdet - INFO - Epoch [1][3500/6400] lr: 2.376e-06, eta: 20:07:49, time: 0.935, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0740, loss_rpn_bbox: 0.1290, loss_cls: 0.2028, acc: 92.9082, loss_bbox: 0.1909, loss: 0.5968, grad_norm: 8.7838
2022-08-12 23:39:08,366 - mmdet - INFO - Epoch [1][3550/6400] lr: 2.376e-06, eta: 20:06:23, time: 0.952, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0752, loss_rpn_bbox: 0.1031, loss_cls: 0.2115, acc: 92.6074, loss_bbox: 0.1828, loss: 0.5727, grad_norm: 9.6395
2022-08-12 23:39:56,177 - mmdet - INFO - Epoch [1][3600/6400] lr: 2.376e-06, eta: 20:05:01, time: 0.956, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.1088, loss_cls: 0.2071, acc: 92.3086, loss_bbox: 0.2186, loss: 0.5921, grad_norm: 9.4406
2022-08-12 23:40:46,648 - mmdet - INFO - Epoch [1][3650/6400] lr: 2.376e-06, eta: 20:04:33, time: 1.009, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.1344, loss_cls: 0.2906, acc: 90.5664, loss_bbox: 0.2412, loss: 0.7230, grad_norm: 11.8474
2022-08-12 23:41:34,557 - mmdet - INFO - Epoch [1][3700/6400] lr: 2.376e-06, eta: 20:03:14, time: 0.958, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0741, loss_rpn_bbox: 0.1158, loss_cls: 0.2205, acc: 92.9863, loss_bbox: 0.1930, loss: 0.6034, grad_norm: 9.8914
2022-08-12 23:42:24,146 - mmdet - INFO - Epoch [1][3750/6400] lr: 2.376e-06, eta: 20:02:29, time: 0.992, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0733, loss_rpn_bbox: 0.1204, loss_cls: 0.2490, acc: 91.5039, loss_bbox: 0.2067, loss: 0.6493, grad_norm: 10.2744
2022-08-12 23:43:11,151 - mmdet - INFO - Epoch [1][3800/6400] lr: 2.376e-06, eta: 20:00:54, time: 0.940, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.1197, loss_cls: 0.2590, acc: 90.4922, loss_bbox: 0.2369, loss: 0.6720, grad_norm: 9.8526
2022-08-12 23:43:58,965 - mmdet - INFO - Epoch [1][3850/6400] lr: 2.376e-06, eta: 19:59:35, time: 0.956, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.1093, loss_cls: 0.2520, acc: 91.3398, loss_bbox: 0.1958, loss: 0.6134, grad_norm: 8.5024
2022-08-12 23:44:46,312 - mmdet - INFO - Epoch [1][3900/6400] lr: 2.376e-06, eta: 19:58:09, time: 0.947, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.1196, loss_cls: 0.2215, acc: 92.2656, loss_bbox: 0.1800, loss: 0.5760, grad_norm: 9.0761
2022-08-12 23:45:33,650 - mmdet - INFO - Epoch [1][3950/6400] lr: 2.376e-06, eta: 19:56:43, time: 0.947, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.1006, loss_cls: 0.2123, acc: 92.1973, loss_bbox: 0.1843, loss: 0.5512, grad_norm: 7.9632
2022-08-12 23:46:20,422 - mmdet - INFO - Epoch [1][4000/6400] lr: 2.376e-06, eta: 19:55:08, time: 0.935, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0634, loss_rpn_bbox: 0.0980, loss_cls: 0.2200, acc: 92.1895, loss_bbox: 0.2030, loss: 0.5844, grad_norm: 9.5375
2022-08-12 23:47:07,796 - mmdet - INFO - Epoch [1][4050/6400] lr: 2.376e-06, eta: 19:53:45, time: 0.947, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0624, loss_rpn_bbox: 0.1108, loss_cls: 0.2115, acc: 92.5996, loss_bbox: 0.2179, loss: 0.6025, grad_norm: 8.5484
2022-08-12 23:47:56,148 - mmdet - INFO - Epoch [1][4100/6400] lr: 2.376e-06, eta: 19:52:40, time: 0.967, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0920, loss_cls: 0.2010, acc: 92.7324, loss_bbox: 0.1723, loss: 0.5232, grad_norm: 8.7457
2022-08-12 23:48:46,504 - mmdet - INFO - Epoch [1][4150/6400] lr: 2.376e-06, eta: 19:52:11, time: 1.007, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0705, loss_rpn_bbox: 0.1448, loss_cls: 0.2820, acc: 90.6641, loss_bbox: 0.2105, loss: 0.7079, grad_norm: 11.3896
2022-08-12 23:49:33,590 - mmdet - INFO - Epoch [1][4200/6400] lr: 2.376e-06, eta: 19:50:45, time: 0.942, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.0643, loss_rpn_bbox: 0.1034, loss_cls: 0.2086, acc: 92.8555, loss_bbox: 0.1644, loss: 0.5407, grad_norm: 9.8285
2022-08-12 23:50:22,226 - mmdet - INFO - Epoch [1][4250/6400] lr: 2.376e-06, eta: 19:49:46, time: 0.973, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.1190, loss_cls: 0.2221, acc: 91.8691, loss_bbox: 0.1898, loss: 0.5863, grad_norm: 9.0056
2022-08-12 23:51:09,029 - mmdet - INFO - Epoch [1][4300/6400] lr: 2.376e-06, eta: 19:48:16, time: 0.936, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.1273, loss_cls: 0.2514, acc: 91.6484, loss_bbox: 0.2234, loss: 0.6621, grad_norm: 9.9671
2022-08-12 23:51:56,648 - mmdet - INFO - Epoch [1][4350/6400] lr: 2.376e-06, eta: 19:47:01, time: 0.952, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0690, loss_rpn_bbox: 0.1303, loss_cls: 0.2142, acc: 92.1895, loss_bbox: 0.2000, loss: 0.6136, grad_norm: 9.4166
2022-08-12 23:52:44,349 - mmdet - INFO - Epoch [1][4400/6400] lr: 2.376e-06, eta: 19:45:48, time: 0.954, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0580, loss_rpn_bbox: 0.1092, loss_cls: 0.2633, acc: 90.5605, loss_bbox: 0.2121, loss: 0.6426, grad_norm: 9.3614
2022-08-12 23:53:32,561 - mmdet - INFO - Epoch [1][4450/6400] lr: 2.376e-06, eta: 19:44:44, time: 0.964, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.1134, loss_cls: 0.2271, acc: 91.4473, loss_bbox: 0.2164, loss: 0.6147, grad_norm: 9.5257
2022-08-12 23:54:19,790 - mmdet - INFO - Epoch [1][4500/6400] lr: 2.376e-06, eta: 19:43:25, time: 0.945, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.1253, loss_cls: 0.2127, acc: 92.3066, loss_bbox: 0.2036, loss: 0.5920, grad_norm: 10.4134
2022-08-12 23:55:07,498 - mmdet - INFO - Epoch [1][4550/6400] lr: 2.376e-06, eta: 19:42:13, time: 0.954, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.1601, loss_cls: 0.2313, acc: 91.3496, loss_bbox: 0.2120, loss: 0.6606, grad_norm: 9.9603
2022-08-12 23:55:54,506 - mmdet - INFO - Epoch [1][4600/6400] lr: 2.376e-06, eta: 19:40:52, time: 0.940, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.1210, loss_cls: 0.2028, acc: 92.3848, loss_bbox: 0.1828, loss: 0.5589, grad_norm: 8.4790
2022-08-12 23:56:42,438 - mmdet - INFO - Epoch [1][4650/6400] lr: 2.376e-06, eta: 19:39:45, time: 0.959, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.1177, loss_cls: 0.2182, acc: 91.9688, loss_bbox: 0.2165, loss: 0.6074, grad_norm: 10.0251
2022-08-12 23:57:31,219 - mmdet - INFO - Epoch [1][4700/6400] lr: 2.376e-06, eta: 19:38:52, time: 0.976, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.1145, loss_cls: 0.2173, acc: 92.0312, loss_bbox: 0.2119, loss: 0.5964, grad_norm: 8.8638
2022-08-12 23:58:26,600 - mmdet - INFO - Epoch [1][4750/6400] lr: 2.376e-06, eta: 19:39:39, time: 1.108, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0952, loss_cls: 0.2400, acc: 91.3008, loss_bbox: 0.2136, loss: 0.6096, grad_norm: 8.9721
2022-08-12 23:59:14,103 - mmdet - INFO - Epoch [1][4800/6400] lr: 2.376e-06, eta: 19:38:25, time: 0.950, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0965, loss_cls: 0.1875, acc: 93.2910, loss_bbox: 0.1802, loss: 0.5126, grad_norm: 8.3152
2022-08-13 00:00:03,798 - mmdet - INFO - Epoch [1][4850/6400] lr: 2.376e-06, eta: 19:37:45, time: 0.994, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.1178, loss_cls: 0.2338, acc: 91.4727, loss_bbox: 0.1952, loss: 0.5965, grad_norm: 10.2204
2022-08-13 00:00:51,688 - mmdet - INFO - Epoch [1][4900/6400] lr: 2.376e-06, eta: 19:36:38, time: 0.958, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0823, loss_cls: 0.2144, acc: 92.7266, loss_bbox: 0.1722, loss: 0.5212, grad_norm: 9.5815
2022-08-13 00:01:42,572 - mmdet - INFO - Epoch [1][4950/6400] lr: 2.376e-06, eta: 19:36:15, time: 1.018, data_time: 0.011, memory: 28890, loss_rpn_cls: 0.0620, loss_rpn_bbox: 0.1102, loss_cls: 0.2319, acc: 92.3047, loss_bbox: 0.1963, loss: 0.6005, grad_norm: 11.3353
2022-08-13 00:02:30,507 - mmdet - INFO - Epoch [1][5000/6400] lr: 2.376e-06, eta: 19:35:09, time: 0.959, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0626, loss_rpn_bbox: 0.1066, loss_cls: 0.2398, acc: 91.4824, loss_bbox: 0.1945, loss: 0.6035, grad_norm: 11.0825
2022-08-13 00:03:17,536 - mmdet - INFO - Epoch [1][5050/6400] lr: 2.376e-06, eta: 19:33:50, time: 0.941, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.1022, loss_cls: 0.2101, acc: 92.7070, loss_bbox: 0.1755, loss: 0.5426, grad_norm: 9.3876
2022-08-13 00:04:10,724 - mmdet - INFO - Epoch [1][5100/6400] lr: 2.376e-06, eta: 19:33:59, time: 1.064, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.1242, loss_cls: 0.2203, acc: 91.8086, loss_bbox: 0.1974, loss: 0.5912, grad_norm: 9.4897
2022-08-13 00:04:58,953 - mmdet - INFO - Epoch [1][5150/6400] lr: 2.376e-06, eta: 19:32:57, time: 0.965, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.1044, loss_cls: 0.2049, acc: 92.6406, loss_bbox: 0.1687, loss: 0.5273, grad_norm: 8.4269
2022-08-13 00:05:46,948 - mmdet - INFO - Epoch [1][5200/6400] lr: 2.376e-06, eta: 19:31:53, time: 0.960, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0601, loss_rpn_bbox: 0.0922, loss_cls: 0.1858, acc: 93.2402, loss_bbox: 0.1714, loss: 0.5094, grad_norm: 9.1402
2022-08-13 00:06:35,621 - mmdet - INFO - Epoch [1][5250/6400] lr: 2.376e-06, eta: 19:30:58, time: 0.973, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.1055, loss_cls: 0.2146, acc: 91.8574, loss_bbox: 0.1883, loss: 0.5637, grad_norm: 8.8671
2022-08-13 00:07:22,619 - mmdet - INFO - Epoch [1][5300/6400] lr: 2.376e-06, eta: 19:29:41, time: 0.940, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.1209, loss_cls: 0.2355, acc: 91.6523, loss_bbox: 0.2037, loss: 0.6130, grad_norm: 9.2293
2022-08-13 00:08:09,684 - mmdet - INFO - Epoch [1][5350/6400] lr: 2.376e-06, eta: 19:28:25, time: 0.941, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.1036, loss_cls: 0.2208, acc: 91.7227, loss_bbox: 0.1822, loss: 0.5541, grad_norm: 9.3295
2022-08-13 00:09:01,995 - mmdet - INFO - Epoch [1][5400/6400] lr: 2.376e-06, eta: 19:28:18, time: 1.046, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.1151, loss_cls: 0.2285, acc: 91.8066, loss_bbox: 0.1940, loss: 0.5847, grad_norm: 9.4215
2022-08-13 00:09:49,890 - mmdet - INFO - Epoch [1][5450/6400] lr: 2.376e-06, eta: 19:27:14, time: 0.958, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.1093, loss_cls: 0.2086, acc: 92.7188, loss_bbox: 0.1846, loss: 0.5518, grad_norm: 8.5846
2022-08-13 00:10:43,789 - mmdet - INFO - Epoch [1][5500/6400] lr: 2.376e-06, eta: 19:27:27, time: 1.078, data_time: 0.011, memory: 28890, loss_rpn_cls: 0.0618, loss_rpn_bbox: 0.1067, loss_cls: 0.2137, acc: 92.1914, loss_bbox: 0.1908, loss: 0.5731, grad_norm: 9.2506
2022-08-13 00:11:31,447 - mmdet - INFO - Epoch [1][5550/6400] lr: 2.376e-06, eta: 19:26:19, time: 0.953, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.1145, loss_cls: 0.2038, acc: 92.3457, loss_bbox: 0.1888, loss: 0.5606, grad_norm: 9.1949
2022-08-13 00:12:24,034 - mmdet - INFO - Epoch [1][5600/6400] lr: 2.376e-06, eta: 19:26:14, time: 1.052, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0941, loss_cls: 0.2219, acc: 92.0254, loss_bbox: 0.1763, loss: 0.5375, grad_norm: 9.4914
2022-08-13 00:13:11,386 - mmdet - INFO - Epoch [1][5650/6400] lr: 2.376e-06, eta: 19:25:03, time: 0.947, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0977, loss_cls: 0.2132, acc: 92.0898, loss_bbox: 0.1968, loss: 0.5640, grad_norm: 9.8617
2022-08-13 00:13:59,404 - mmdet - INFO - Epoch [1][5700/6400] lr: 2.376e-06, eta: 19:24:00, time: 0.960, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.1069, loss_cls: 0.2090, acc: 92.6055, loss_bbox: 0.1658, loss: 0.5335, grad_norm: 9.6127
2022-08-13 00:14:53,887 - mmdet - INFO - Epoch [1][5750/6400] lr: 2.376e-06, eta: 19:24:17, time: 1.090, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0977, loss_cls: 0.2350, acc: 91.4922, loss_bbox: 0.2008, loss: 0.5778, grad_norm: 9.2664
2022-08-13 00:15:42,682 - mmdet - INFO - Epoch [1][5800/6400] lr: 2.376e-06, eta: 19:23:23, time: 0.976, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.1298, loss_cls: 0.2310, acc: 91.5059, loss_bbox: 0.2063, loss: 0.6267, grad_norm: 9.7437
2022-08-13 00:16:31,603 - mmdet - INFO - Epoch [1][5850/6400] lr: 2.376e-06, eta: 19:22:31, time: 0.978, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0602, loss_rpn_bbox: 0.0833, loss_cls: 0.2218, acc: 92.1133, loss_bbox: 0.1777, loss: 0.5429, grad_norm: 9.7784
2022-08-13 00:17:18,596 - mmdet - INFO - Epoch [1][5900/6400] lr: 2.376e-06, eta: 19:21:16, time: 0.940, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.1124, loss_cls: 0.2243, acc: 91.9492, loss_bbox: 0.2132, loss: 0.5927, grad_norm: 8.4379
2022-08-13 00:18:05,695 - mmdet - INFO - Epoch [1][5950/6400] lr: 2.376e-06, eta: 19:20:03, time: 0.942, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0966, loss_cls: 0.2219, acc: 91.8555, loss_bbox: 0.1909, loss: 0.5583, grad_norm: 8.6584
2022-08-13 00:18:58,605 - mmdet - INFO - Epoch [1][6000/6400] lr: 2.376e-06, eta: 19:19:58, time: 1.058, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.1181, loss_cls: 0.2080, acc: 92.3809, loss_bbox: 0.1835, loss: 0.5559, grad_norm: 9.3555
2022-08-13 00:19:45,464 - mmdet - INFO - Epoch [1][6050/6400] lr: 2.376e-06, eta: 19:18:42, time: 0.937, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0983, loss_cls: 0.2287, acc: 92.0000, loss_bbox: 0.2012, loss: 0.5793, grad_norm: 10.4466
2022-08-13 00:20:32,549 - mmdet - INFO - Epoch [1][6100/6400] lr: 2.376e-06, eta: 19:17:30, time: 0.942, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0743, loss_cls: 0.2020, acc: 92.5527, loss_bbox: 0.1616, loss: 0.4721, grad_norm: 8.3182
2022-08-13 00:21:22,173 - mmdet - INFO - Epoch [1][6150/6400] lr: 2.376e-06, eta: 19:16:46, time: 0.992, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.1219, loss_cls: 0.2375, acc: 91.3438, loss_bbox: 0.2001, loss: 0.6024, grad_norm: 9.4682
2022-08-13 00:22:09,955 - mmdet - INFO - Epoch [1][6200/6400] lr: 2.376e-06, eta: 19:15:42, time: 0.956, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.1052, loss_cls: 0.1997, acc: 92.6895, loss_bbox: 0.1822, loss: 0.5347, grad_norm: 9.3645
2022-08-13 00:22:56,950 - mmdet - INFO - Epoch [1][6250/6400] lr: 2.376e-06, eta: 19:14:29, time: 0.940, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.1188, loss_cls: 0.2177, acc: 91.7656, loss_bbox: 0.1988, loss: 0.5877, grad_norm: 9.3103
2022-08-13 00:23:50,648 - mmdet - INFO - Epoch [1][6300/6400] lr: 2.376e-06, eta: 19:14:31, time: 1.074, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.1043, loss_cls: 0.2069, acc: 92.6211, loss_bbox: 0.1798, loss: 0.5483, grad_norm: 8.8568
2022-08-13 00:24:43,992 - mmdet - INFO - Epoch [1][6350/6400] lr: 2.376e-06, eta: 19:14:29, time: 1.067, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.1089, loss_cls: 0.2131, acc: 91.9395, loss_bbox: 0.1941, loss: 0.5630, grad_norm: 8.4972
2022-08-13 00:25:31,970 - mmdet - INFO - Epoch [1][6400/6400] lr: 2.376e-06, eta: 19:13:27, time: 0.960, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.1165, loss_cls: 0.2289, acc: 91.6367, loss_bbox: 0.1908, loss: 0.5850, grad_norm: 9.1845
2022-08-13 00:25:32,384 - mmdet - INFO - Saving checkpoint at 1 epochs
2022-08-13 00:27:01,811 - mmdet - INFO - Epoch [2][50/6400] lr: 2.376e-06, eta: 19:19:18, time: 1.717, data_time: 0.632, memory: 28890, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.1019, loss_cls: 0.1877, acc: 92.8633, loss_bbox: 0.1873, loss: 0.5159, grad_norm: 8.3178
2022-08-13 00:27:48,571 - mmdet - INFO - Epoch [2][100/6400] lr: 2.376e-06, eta: 19:17:59, time: 0.935, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0829, loss_cls: 0.2113, acc: 92.5098, loss_bbox: 0.1801, loss: 0.5121, grad_norm: 8.0659
2022-08-13 00:28:36,135 - mmdet - INFO - Epoch [2][150/6400] lr: 2.376e-06, eta: 19:16:50, time: 0.951, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.1183, loss_cls: 0.2175, acc: 92.1738, loss_bbox: 0.1670, loss: 0.5475, grad_norm: 9.1139
2022-08-13 00:29:25,029 - mmdet - INFO - Epoch [2][200/6400] lr: 2.376e-06, eta: 19:15:55, time: 0.978, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0996, loss_cls: 0.1906, acc: 93.1621, loss_bbox: 0.1669, loss: 0.4991, grad_norm: 8.8027
2022-08-13 00:30:18,751 - mmdet - INFO - Epoch [2][250/6400] lr: 2.376e-06, eta: 19:15:51, time: 1.074, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.1119, loss_cls: 0.2213, acc: 92.0469, loss_bbox: 0.1953, loss: 0.5695, grad_norm: 9.1614
2022-08-13 00:31:05,518 - mmdet - INFO - Epoch [2][300/6400] lr: 2.376e-06, eta: 19:14:34, time: 0.935, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0980, loss_cls: 0.2055, acc: 92.2344, loss_bbox: 0.1838, loss: 0.5345, grad_norm: 9.3934
2022-08-13 00:31:54,498 - mmdet - INFO - Epoch [2][350/6400] lr: 2.376e-06, eta: 19:13:40, time: 0.980, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0934, loss_cls: 0.2082, acc: 92.0918, loss_bbox: 0.1972, loss: 0.5403, grad_norm: 10.3180
2022-08-13 00:32:41,563 - mmdet - INFO - Epoch [2][400/6400] lr: 2.376e-06, eta: 19:12:27, time: 0.941, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.1015, loss_cls: 0.1967, acc: 92.5801, loss_bbox: 0.1780, loss: 0.5189, grad_norm: 9.5263
2022-08-13 00:33:28,929 - mmdet - INFO - Epoch [2][450/6400] lr: 2.376e-06, eta: 19:11:17, time: 0.947, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.1132, loss_cls: 0.2141, acc: 92.1055, loss_bbox: 0.2242, loss: 0.5887, grad_norm: 9.2296
2022-08-13 00:34:19,595 - mmdet - INFO - Epoch [2][500/6400] lr: 2.376e-06, eta: 19:10:40, time: 1.013, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0779, loss_cls: 0.2097, acc: 92.1602, loss_bbox: 0.1997, loss: 0.5242, grad_norm: 9.2946
2022-08-13 00:35:09,694 - mmdet - INFO - Epoch [2][550/6400] lr: 2.376e-06, eta: 19:09:58, time: 1.002, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0898, loss_cls: 0.2083, acc: 92.2500, loss_bbox: 0.1677, loss: 0.5104, grad_norm: 8.8942
2022-08-13 00:35:56,919 - mmdet - INFO - Epoch [2][600/6400] lr: 2.376e-06, eta: 19:08:47, time: 0.944, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0692, loss_cls: 0.1812, acc: 93.2148, loss_bbox: 0.1773, loss: 0.4552, grad_norm: 8.8730
2022-08-13 00:36:46,197 - mmdet - INFO - Epoch [2][650/6400] lr: 2.376e-06, eta: 19:07:57, time: 0.986, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0996, loss_cls: 0.2221, acc: 91.6582, loss_bbox: 0.1738, loss: 0.5387, grad_norm: 8.5704
2022-08-13 00:37:45,517 - mmdet - INFO - Epoch [2][700/6400] lr: 2.376e-06, eta: 19:08:45, time: 1.186, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.1333, loss_cls: 0.2166, acc: 91.6230, loss_bbox: 0.2125, loss: 0.6035, grad_norm: 10.2173
2022-08-13 00:38:32,311 - mmdet - INFO - Epoch [2][750/6400] lr: 2.376e-06, eta: 19:07:30, time: 0.936, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0967, loss_cls: 0.2135, acc: 92.4961, loss_bbox: 0.1866, loss: 0.5409, grad_norm: 9.6283
2022-08-13 00:39:19,002 - mmdet - INFO - Epoch [2][800/6400] lr: 2.376e-06, eta: 19:06:14, time: 0.934, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0813, loss_cls: 0.1872, acc: 93.0215, loss_bbox: 0.1620, loss: 0.4764, grad_norm: 8.9320
2022-08-13 00:40:12,376 - mmdet - INFO - Epoch [2][850/6400] lr: 2.376e-06, eta: 19:06:03, time: 1.067, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.1153, loss_cls: 0.2177, acc: 91.5840, loss_bbox: 0.1986, loss: 0.5792, grad_norm: 9.3271
2022-08-13 00:40:59,324 - mmdet - INFO - Epoch [2][900/6400] lr: 2.376e-06, eta: 19:04:49, time: 0.939, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.1031, loss_cls: 0.2169, acc: 91.8516, loss_bbox: 0.1860, loss: 0.5533, grad_norm: 9.0473
2022-08-13 00:41:46,793 - mmdet - INFO - Epoch [2][950/6400] lr: 2.376e-06, eta: 19:03:42, time: 0.949, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0905, loss_cls: 0.2156, acc: 92.1875, loss_bbox: 0.1805, loss: 0.5245, grad_norm: 10.1809
2022-08-13 00:42:39,001 - mmdet - INFO - Epoch [2][1000/6400] lr: 2.376e-06, eta: 19:03:19, time: 1.044, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0844, loss_cls: 0.2010, acc: 92.2539, loss_bbox: 0.1632, loss: 0.4874, grad_norm: 8.1764
2022-08-13 00:43:25,811 - mmdet - INFO - Epoch [2][1050/6400] lr: 2.376e-06, eta: 19:02:05, time: 0.936, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0891, loss_cls: 0.1950, acc: 92.6934, loss_bbox: 0.1641, loss: 0.4885, grad_norm: 8.2343
2022-08-13 00:44:14,060 - mmdet - INFO - Epoch [2][1100/6400] lr: 2.376e-06, eta: 19:01:05, time: 0.965, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0953, loss_cls: 0.2008, acc: 92.3750, loss_bbox: 0.1691, loss: 0.5130, grad_norm: 9.1001
2022-08-13 00:45:00,771 - mmdet - INFO - Epoch [2][1150/6400] lr: 2.376e-06, eta: 18:59:51, time: 0.934, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0772, loss_cls: 0.1917, acc: 93.3535, loss_bbox: 0.1524, loss: 0.4682, grad_norm: 8.2838
2022-08-13 00:45:47,513 - mmdet - INFO - Epoch [2][1200/6400] lr: 2.376e-06, eta: 18:58:37, time: 0.935, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0804, loss_cls: 0.1907, acc: 92.9258, loss_bbox: 0.1618, loss: 0.4716, grad_norm: 8.2911
2022-08-13 00:46:35,165 - mmdet - INFO - Epoch [2][1250/6400] lr: 2.376e-06, eta: 18:57:32, time: 0.953, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0784, loss_cls: 0.1898, acc: 92.7539, loss_bbox: 0.1981, loss: 0.5123, grad_norm: 8.5603
2022-08-13 00:47:21,982 - mmdet - INFO - Epoch [2][1300/6400] lr: 2.376e-06, eta: 18:56:20, time: 0.936, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0852, loss_cls: 0.1912, acc: 92.5996, loss_bbox: 0.1890, loss: 0.4987, grad_norm: 8.8929
2022-08-13 00:48:09,999 - mmdet - INFO - Epoch [2][1350/6400] lr: 2.376e-06, eta: 18:55:19, time: 0.960, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0857, loss_cls: 0.1926, acc: 92.8926, loss_bbox: 0.1621, loss: 0.4828, grad_norm: 8.8366
2022-08-13 00:48:58,007 - mmdet - INFO - Epoch [2][1400/6400] lr: 2.376e-06, eta: 18:54:18, time: 0.960, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0889, loss_cls: 0.2147, acc: 92.2559, loss_bbox: 0.1653, loss: 0.5252, grad_norm: 9.4288
2022-08-13 00:49:49,495 - mmdet - INFO - Epoch [2][1450/6400] lr: 2.376e-06, eta: 18:53:48, time: 1.030, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.1187, loss_cls: 0.2166, acc: 91.9141, loss_bbox: 0.1939, loss: 0.5660, grad_norm: 9.5297
2022-08-13 00:50:36,254 - mmdet - INFO - Epoch [2][1500/6400] lr: 2.376e-06, eta: 18:52:36, time: 0.935, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0630, loss_cls: 0.1979, acc: 93.0996, loss_bbox: 0.1657, loss: 0.4562, grad_norm: 9.4155
2022-08-13 00:51:40,975 - mmdet - INFO - Epoch [2][1550/6400] lr: 2.376e-06, eta: 18:54:00, time: 1.294, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.1114, loss_cls: 0.2063, acc: 92.4102, loss_bbox: 0.1705, loss: 0.5376, grad_norm: 8.9047
2022-08-13 00:52:30,508 - mmdet - INFO - Epoch [2][1600/6400] lr: 2.376e-06, eta: 18:53:12, time: 0.991, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0904, loss_cls: 0.1871, acc: 93.0586, loss_bbox: 0.1657, loss: 0.4930, grad_norm: 9.1365
2022-08-13 00:53:18,443 - mmdet - INFO - Epoch [2][1650/6400] lr: 2.376e-06, eta: 18:52:10, time: 0.959, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.1158, loss_cls: 0.2031, acc: 92.4473, loss_bbox: 0.1631, loss: 0.5280, grad_norm: 8.3976
2022-08-13 00:54:05,531 - mmdet - INFO - Epoch [2][1700/6400] lr: 2.376e-06, eta: 18:51:01, time: 0.942, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.1070, loss_cls: 0.2187, acc: 91.7734, loss_bbox: 0.1890, loss: 0.5609, grad_norm: 9.0571
2022-08-13 00:55:00,094 - mmdet - INFO - Epoch [2][1750/6400] lr: 2.376e-06, eta: 18:50:55, time: 1.091, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0978, loss_cls: 0.2087, acc: 92.2383, loss_bbox: 0.1698, loss: 0.5198, grad_norm: 8.1612
2022-08-13 00:55:46,751 - mmdet - INFO - Epoch [2][1800/6400] lr: 2.376e-06, eta: 18:49:43, time: 0.933, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.1110, loss_cls: 0.1860, acc: 92.6992, loss_bbox: 0.1747, loss: 0.5083, grad_norm: 8.8273
2022-08-13 00:56:35,313 - mmdet - INFO - Epoch [2][1850/6400] lr: 2.376e-06, eta: 18:48:46, time: 0.971, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0965, loss_cls: 0.2032, acc: 92.1992, loss_bbox: 0.1687, loss: 0.5039, grad_norm: 8.6198
2022-08-13 00:57:22,284 - mmdet - INFO - Epoch [2][1900/6400] lr: 2.376e-06, eta: 18:47:37, time: 0.939, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0957, loss_cls: 0.1983, acc: 92.5000, loss_bbox: 0.1634, loss: 0.4904, grad_norm: 7.9872
2022-08-13 00:58:09,740 - mmdet - INFO - Epoch [2][1950/6400] lr: 2.376e-06, eta: 18:46:31, time: 0.949, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0703, loss_cls: 0.1727, acc: 93.5977, loss_bbox: 0.1575, loss: 0.4283, grad_norm: 7.7918
2022-08-13 00:58:56,428 - mmdet - INFO - Epoch [2][2000/6400] lr: 2.376e-06, eta: 18:45:20, time: 0.934, data_time: 0.005, memory: 28890, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.1059, loss_cls: 0.1909, acc: 92.7109, loss_bbox: 0.1984, loss: 0.5391, grad_norm: 9.7996
2022-08-13 00:59:57,308 - mmdet - INFO - Epoch [2][2050/6400] lr: 2.376e-06, eta: 18:46:04, time: 1.218, data_time: 0.010, memory: 28890, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.1053, loss_cls: 0.2106, acc: 91.9902, loss_bbox: 0.1716, loss: 0.5343, grad_norm: 9.5243
2022-08-13 01:00:44,830 - mmdet - INFO - Epoch [2][2100/6400] lr: 2.376e-06, eta: 18:44:59, time: 0.950, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0906, loss_cls: 0.1831, acc: 93.1855, loss_bbox: 0.1503, loss: 0.4633, grad_norm: 8.4577
2022-08-13 01:01:33,330 - mmdet - INFO - Epoch [2][2150/6400] lr: 2.376e-06, eta: 18:44:03, time: 0.970, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.1000, loss_cls: 0.1904, acc: 92.6504, loss_bbox: 0.1633, loss: 0.5065, grad_norm: 8.5278
2022-08-13 01:02:35,903 - mmdet - INFO - Epoch [2][2200/6400] lr: 2.376e-06, eta: 18:44:58, time: 1.251, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0888, loss_cls: 0.1881, acc: 92.9180, loss_bbox: 0.1663, loss: 0.4788, grad_norm: 8.6847
2022-08-13 01:03:30,790 - mmdet - INFO - Epoch [2][2250/6400] lr: 2.376e-06, eta: 18:44:51, time: 1.098, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0722, loss_cls: 0.1907, acc: 92.7031, loss_bbox: 0.1681, loss: 0.4610, grad_norm: 7.7903
2022-08-13 01:04:17,524 - mmdet - INFO - Epoch [2][2300/6400] lr: 2.376e-06, eta: 18:43:39, time: 0.935, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.1031, loss_cls: 0.2033, acc: 92.2988, loss_bbox: 0.1835, loss: 0.5256, grad_norm: 8.1303
2022-08-13 01:05:05,261 - mmdet - INFO - Epoch [2][2350/6400] lr: 2.376e-06, eta: 18:42:36, time: 0.955, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0831, loss_cls: 0.1646, acc: 93.6562, loss_bbox: 0.1545, loss: 0.4341, grad_norm: 7.9235
2022-08-13 01:05:52,199 - mmdet - INFO - Epoch [2][2400/6400] lr: 2.376e-06, eta: 18:41:27, time: 0.939, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0635, loss_cls: 0.1693, acc: 93.4180, loss_bbox: 0.1489, loss: 0.4072, grad_norm: 7.3416
2022-08-13 01:06:38,916 - mmdet - INFO - Epoch [2][2450/6400] lr: 2.376e-06, eta: 18:40:16, time: 0.934, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0768, loss_cls: 0.1669, acc: 93.5254, loss_bbox: 0.1652, loss: 0.4511, grad_norm: 8.4406
2022-08-13 01:07:25,555 - mmdet - INFO - Epoch [2][2500/6400] lr: 2.376e-06, eta: 18:39:05, time: 0.933, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0847, loss_cls: 0.1777, acc: 93.4355, loss_bbox: 0.1656, loss: 0.4685, grad_norm: 7.8973
2022-08-13 01:08:15,283 - mmdet - INFO - Epoch [2][2550/6400] lr: 2.376e-06, eta: 18:38:18, time: 0.995, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0910, loss_cls: 0.1928, acc: 93.1641, loss_bbox: 0.1706, loss: 0.4921, grad_norm: 9.2086
2022-08-13 01:09:13,357 - mmdet - INFO - Epoch [2][2600/6400] lr: 2.376e-06, eta: 18:38:34, time: 1.161, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.1121, loss_cls: 0.1880, acc: 93.1836, loss_bbox: 0.1597, loss: 0.4936, grad_norm: 8.9094
2022-08-13 01:10:00,178 - mmdet - INFO - Epoch [2][2650/6400] lr: 2.376e-06, eta: 18:37:24, time: 0.936, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0972, loss_cls: 0.2020, acc: 92.4863, loss_bbox: 0.1757, loss: 0.5097, grad_norm: 8.6159
2022-08-13 01:10:47,569 - mmdet - INFO - Epoch [2][2700/6400] lr: 2.376e-06, eta: 18:36:19, time: 0.948, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0900, loss_cls: 0.1850, acc: 93.1191, loss_bbox: 0.1784, loss: 0.4879, grad_norm: 8.0485
2022-08-13 01:11:39,092 - mmdet - INFO - Epoch [2][2750/6400] lr: 2.376e-06, eta: 18:35:45, time: 1.030, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0965, loss_cls: 0.1809, acc: 93.4414, loss_bbox: 0.1502, loss: 0.4627, grad_norm: 8.4022
2022-08-13 01:12:27,179 - mmdet - INFO - Epoch [2][2800/6400] lr: 2.376e-06, eta: 18:34:45, time: 0.962, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0739, loss_cls: 0.1634, acc: 93.7988, loss_bbox: 0.1589, loss: 0.4241, grad_norm: 7.4827
2022-08-13 01:13:14,018 - mmdet - INFO - Epoch [2][2850/6400] lr: 2.376e-06, eta: 18:33:36, time: 0.937, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0842, loss_cls: 0.1897, acc: 92.7422, loss_bbox: 0.1555, loss: 0.4663, grad_norm: 7.9863
2022-08-13 01:14:05,146 - mmdet - INFO - Epoch [2][2900/6400] lr: 2.376e-06, eta: 18:32:59, time: 1.023, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0999, loss_cls: 0.2070, acc: 92.3750, loss_bbox: 0.1883, loss: 0.5306, grad_norm: 9.1112
2022-08-13 01:14:53,509 - mmdet - INFO - Epoch [2][2950/6400] lr: 2.376e-06, eta: 18:32:02, time: 0.967, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0747, loss_cls: 0.1790, acc: 93.4648, loss_bbox: 0.1681, loss: 0.4627, grad_norm: 7.7449
2022-08-13 01:15:40,700 - mmdet - INFO - Epoch [2][3000/6400] lr: 2.376e-06, eta: 18:30:56, time: 0.944, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0924, loss_cls: 0.1945, acc: 92.9004, loss_bbox: 0.1931, loss: 0.5166, grad_norm: 8.9270
2022-08-13 01:16:28,153 - mmdet - INFO - Epoch [2][3050/6400] lr: 2.376e-06, eta: 18:29:52, time: 0.949, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.1127, loss_cls: 0.1926, acc: 92.5059, loss_bbox: 0.1657, loss: 0.5063, grad_norm: 8.7150
2022-08-13 01:17:15,182 - mmdet - INFO - Epoch [2][3100/6400] lr: 2.376e-06, eta: 18:28:46, time: 0.941, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0753, loss_cls: 0.1908, acc: 92.9395, loss_bbox: 0.1690, loss: 0.4750, grad_norm: 9.6576
2022-08-13 01:18:04,282 - mmdet - INFO - Epoch [2][3150/6400] lr: 2.376e-06, eta: 18:27:54, time: 0.982, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.1001, loss_cls: 0.1941, acc: 92.9199, loss_bbox: 0.1799, loss: 0.5178, grad_norm: 8.8249
2022-08-13 01:18:51,048 - mmdet - INFO - Epoch [2][3200/6400] lr: 2.376e-06, eta: 18:26:46, time: 0.935, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0582, loss_cls: 0.1834, acc: 93.0566, loss_bbox: 0.1559, loss: 0.4345, grad_norm: 8.0695
2022-08-13 01:19:37,959 - mmdet - INFO - Epoch [2][3250/6400] lr: 2.376e-06, eta: 18:25:39, time: 0.938, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0959, loss_cls: 0.1979, acc: 92.3008, loss_bbox: 0.1831, loss: 0.5144, grad_norm: 9.4082
2022-08-13 01:20:26,751 - mmdet - INFO - Epoch [2][3300/6400] lr: 2.376e-06, eta: 18:24:46, time: 0.976, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0925, loss_cls: 0.1898, acc: 92.8496, loss_bbox: 0.1656, loss: 0.4843, grad_norm: 9.4405
2022-08-13 01:21:14,809 - mmdet - INFO - Epoch [2][3350/6400] lr: 2.376e-06, eta: 18:23:47, time: 0.961, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0943, loss_cls: 0.1768, acc: 93.1348, loss_bbox: 0.1842, loss: 0.4890, grad_norm: 8.8636
2022-08-13 01:22:03,575 - mmdet - INFO - Epoch [2][3400/6400] lr: 2.376e-06, eta: 18:22:53, time: 0.975, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.1040, loss_cls: 0.1811, acc: 93.2773, loss_bbox: 0.1628, loss: 0.5037, grad_norm: 9.2721
2022-08-13 01:23:03,117 - mmdet - INFO - Epoch [2][3450/6400] lr: 2.376e-06, eta: 18:23:13, time: 1.191, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0909, loss_cls: 0.1781, acc: 93.3457, loss_bbox: 0.1708, loss: 0.4697, grad_norm: 8.3194
2022-08-13 01:23:50,570 - mmdet - INFO - Epoch [2][3500/6400] lr: 2.376e-06, eta: 18:22:10, time: 0.949, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.1157, loss_cls: 0.1944, acc: 92.1992, loss_bbox: 0.1769, loss: 0.5326, grad_norm: 9.4318
2022-08-13 01:24:43,300 - mmdet - INFO - Epoch [2][3550/6400] lr: 2.376e-06, eta: 18:21:43, time: 1.055, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0933, loss_cls: 0.1761, acc: 93.2266, loss_bbox: 0.1573, loss: 0.4664, grad_norm: 7.7743
2022-08-13 01:25:30,229 - mmdet - INFO - Epoch [2][3600/6400] lr: 2.376e-06, eta: 18:20:37, time: 0.939, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0936, loss_cls: 0.1871, acc: 92.5234, loss_bbox: 0.1871, loss: 0.5041, grad_norm: 10.4325
2022-08-13 01:26:20,373 - mmdet - INFO - Epoch [2][3650/6400] lr: 2.376e-06, eta: 18:19:52, time: 1.003, data_time: 0.011, memory: 28890, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.1017, loss_cls: 0.1900, acc: 93.1465, loss_bbox: 0.1438, loss: 0.4789, grad_norm: 8.6992
2022-08-13 01:27:07,926 - mmdet - INFO - Epoch [2][3700/6400] lr: 2.376e-06, eta: 18:18:50, time: 0.951, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.1054, loss_cls: 0.2025, acc: 92.3242, loss_bbox: 0.1619, loss: 0.5087, grad_norm: 9.1925
2022-08-13 01:27:56,245 - mmdet - INFO - Epoch [2][3750/6400] lr: 2.376e-06, eta: 18:17:54, time: 0.966, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0736, loss_cls: 0.1784, acc: 93.0312, loss_bbox: 0.1563, loss: 0.4446, grad_norm: 8.9633
2022-08-13 01:28:43,179 - mmdet - INFO - Epoch [2][3800/6400] lr: 2.376e-06, eta: 18:16:48, time: 0.939, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.1046, loss_cls: 0.1788, acc: 93.0820, loss_bbox: 0.1658, loss: 0.4825, grad_norm: 8.6196
2022-08-13 01:29:31,675 - mmdet - INFO - Epoch [2][3850/6400] lr: 2.376e-06, eta: 18:15:53, time: 0.970, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.1180, loss_cls: 0.1897, acc: 92.6816, loss_bbox: 0.1899, loss: 0.5238, grad_norm: 8.2505
2022-08-13 01:30:18,664 - mmdet - INFO - Epoch [2][3900/6400] lr: 2.376e-06, eta: 18:14:48, time: 0.940, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.1067, loss_cls: 0.2181, acc: 91.8301, loss_bbox: 0.1876, loss: 0.5536, grad_norm: 9.8526
2022-08-13 01:31:07,125 - mmdet - INFO - Epoch [2][3950/6400] lr: 2.376e-06, eta: 18:13:52, time: 0.969, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0963, loss_cls: 0.1705, acc: 93.7734, loss_bbox: 0.1646, loss: 0.4613, grad_norm: 8.6529
2022-08-13 01:31:55,942 - mmdet - INFO - Epoch [2][4000/6400] lr: 2.376e-06, eta: 18:12:59, time: 0.976, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0813, loss_cls: 0.1737, acc: 93.5645, loss_bbox: 0.1554, loss: 0.4476, grad_norm: 8.6117
2022-08-13 01:32:42,776 - mmdet - INFO - Epoch [2][4050/6400] lr: 2.376e-06, eta: 18:11:54, time: 0.937, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0806, loss_cls: 0.1911, acc: 92.4531, loss_bbox: 0.1832, loss: 0.4805, grad_norm: 8.4332
2022-08-13 01:33:31,512 - mmdet - INFO - Epoch [2][4100/6400] lr: 2.376e-06, eta: 18:11:00, time: 0.975, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.1062, loss_cls: 0.2277, acc: 91.3086, loss_bbox: 0.1869, loss: 0.5510, grad_norm: 9.0717
2022-08-13 01:34:18,469 - mmdet - INFO - Epoch [2][4150/6400] lr: 2.376e-06, eta: 18:09:56, time: 0.939, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0874, loss_cls: 0.1781, acc: 93.2285, loss_bbox: 0.1490, loss: 0.4538, grad_norm: 9.1559
2022-08-13 01:35:07,338 - mmdet - INFO - Epoch [2][4200/6400] lr: 2.376e-06, eta: 18:09:03, time: 0.977, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0933, loss_cls: 0.1974, acc: 92.4668, loss_bbox: 0.1704, loss: 0.4967, grad_norm: 8.4617
2022-08-13 01:35:54,483 - mmdet - INFO - Epoch [2][4250/6400] lr: 2.376e-06, eta: 18:08:00, time: 0.943, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0893, loss_cls: 0.1774, acc: 93.2480, loss_bbox: 0.1492, loss: 0.4527, grad_norm: 7.3386
2022-08-13 01:36:41,424 - mmdet - INFO - Epoch [2][4300/6400] lr: 2.376e-06, eta: 18:06:56, time: 0.939, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0959, loss_cls: 0.1860, acc: 92.9473, loss_bbox: 0.1689, loss: 0.4788, grad_norm: 8.5620
2022-08-13 01:37:28,391 - mmdet - INFO - Epoch [2][4350/6400] lr: 2.376e-06, eta: 18:05:52, time: 0.939, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0803, loss_cls: 0.1619, acc: 93.9551, loss_bbox: 0.1501, loss: 0.4185, grad_norm: 7.3448
2022-08-13 01:38:19,959 - mmdet - INFO - Epoch [2][4400/6400] lr: 2.376e-06, eta: 18:05:17, time: 1.031, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0938, loss_cls: 0.1849, acc: 92.8086, loss_bbox: 0.1755, loss: 0.4840, grad_norm: 8.2007
2022-08-13 01:39:06,791 - mmdet - INFO - Epoch [2][4450/6400] lr: 2.376e-06, eta: 18:04:12, time: 0.937, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0710, loss_cls: 0.1785, acc: 92.9492, loss_bbox: 0.1388, loss: 0.4234, grad_norm: 7.7832
2022-08-13 01:39:55,194 - mmdet - INFO - Epoch [2][4500/6400] lr: 2.376e-06, eta: 18:03:17, time: 0.968, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0904, loss_cls: 0.1692, acc: 93.6562, loss_bbox: 0.1371, loss: 0.4357, grad_norm: 8.3492
2022-08-13 01:40:42,132 - mmdet - INFO - Epoch [2][4550/6400] lr: 2.376e-06, eta: 18:02:14, time: 0.939, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0650, loss_cls: 0.1663, acc: 93.7129, loss_bbox: 0.1473, loss: 0.4134, grad_norm: 7.1569
2022-08-13 01:41:30,655 - mmdet - INFO - Epoch [2][4600/6400] lr: 2.376e-06, eta: 18:01:20, time: 0.970, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0946, loss_cls: 0.1836, acc: 92.8574, loss_bbox: 0.1611, loss: 0.4786, grad_norm: 7.5388
2022-08-13 01:42:24,300 - mmdet - INFO - Epoch [2][4650/6400] lr: 2.376e-06, eta: 18:00:56, time: 1.073, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0910, loss_cls: 0.1746, acc: 93.1816, loss_bbox: 0.1796, loss: 0.4762, grad_norm: 8.3555
2022-08-13 01:43:11,179 - mmdet - INFO - Epoch [2][4700/6400] lr: 2.376e-06, eta: 17:59:52, time: 0.938, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0840, loss_cls: 0.1910, acc: 92.6738, loss_bbox: 0.1681, loss: 0.4734, grad_norm: 9.6033
2022-08-13 01:43:58,084 - mmdet - INFO - Epoch [2][4750/6400] lr: 2.376e-06, eta: 17:58:49, time: 0.938, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0683, loss_cls: 0.1695, acc: 93.6719, loss_bbox: 0.1462, loss: 0.4158, grad_norm: 7.8637
2022-08-13 01:44:47,086 - mmdet - INFO - Epoch [2][4800/6400] lr: 2.376e-06, eta: 17:57:58, time: 0.980, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0889, loss_cls: 0.1814, acc: 92.9844, loss_bbox: 0.1661, loss: 0.4754, grad_norm: 8.4899
2022-08-13 01:45:35,231 - mmdet - INFO - Epoch [2][4850/6400] lr: 2.376e-06, eta: 17:57:02, time: 0.963, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0968, loss_cls: 0.1777, acc: 93.6250, loss_bbox: 0.1496, loss: 0.4644, grad_norm: 8.1727
2022-08-13 01:46:29,819 - mmdet - INFO - Epoch [2][4900/6400] lr: 2.376e-06, eta: 17:56:43, time: 1.092, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0902, loss_cls: 0.1832, acc: 92.9141, loss_bbox: 0.1623, loss: 0.4789, grad_norm: 8.1851
2022-08-13 01:47:16,879 - mmdet - INFO - Epoch [2][4950/6400] lr: 2.376e-06, eta: 17:55:41, time: 0.941, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0887, loss_cls: 0.1892, acc: 92.8652, loss_bbox: 0.1651, loss: 0.4777, grad_norm: 7.9471
2022-08-13 01:48:05,572 - mmdet - INFO - Epoch [2][5000/6400] lr: 2.376e-06, eta: 17:54:48, time: 0.974, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0955, loss_cls: 0.1784, acc: 93.3184, loss_bbox: 0.1664, loss: 0.4706, grad_norm: 8.6900
2022-08-13 01:48:53,175 - mmdet - INFO - Epoch [2][5050/6400] lr: 2.376e-06, eta: 17:53:49, time: 0.952, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0825, loss_cls: 0.1771, acc: 93.2656, loss_bbox: 0.1577, loss: 0.4458, grad_norm: 9.0611
2022-08-13 01:49:55,570 - mmdet - INFO - Epoch [2][5100/6400] lr: 2.376e-06, eta: 17:54:14, time: 1.248, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.1067, loss_cls: 0.1828, acc: 92.9824, loss_bbox: 0.1627, loss: 0.4940, grad_norm: 8.5747
2022-08-13 01:50:42,606 - mmdet - INFO - Epoch [2][5150/6400] lr: 2.376e-06, eta: 17:53:12, time: 0.941, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0959, loss_cls: 0.1652, acc: 93.6172, loss_bbox: 0.1589, loss: 0.4473, grad_norm: 7.5561
2022-08-13 01:51:39,318 - mmdet - INFO - Epoch [2][5200/6400] lr: 2.376e-06, eta: 17:53:04, time: 1.134, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0907, loss_cls: 0.1787, acc: 93.0625, loss_bbox: 0.1603, loss: 0.4562, grad_norm: 8.3839
2022-08-13 01:52:31,457 - mmdet - INFO - Epoch [2][5250/6400] lr: 2.376e-06, eta: 17:52:30, time: 1.043, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.1072, loss_cls: 0.1825, acc: 92.7676, loss_bbox: 0.1826, loss: 0.5000, grad_norm: 7.8304
2022-08-13 01:53:19,033 - mmdet - INFO - Epoch [2][5300/6400] lr: 2.376e-06, eta: 17:51:31, time: 0.952, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0653, loss_cls: 0.1647, acc: 93.7617, loss_bbox: 0.1383, loss: 0.3956, grad_norm: 7.9935
2022-08-13 01:54:13,301 - mmdet - INFO - Epoch [2][5350/6400] lr: 2.376e-06, eta: 17:51:08, time: 1.085, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0859, loss_cls: 0.1674, acc: 93.6094, loss_bbox: 0.1593, loss: 0.4509, grad_norm: 7.7243
2022-08-13 01:55:03,183 - mmdet - INFO - Epoch [2][5400/6400] lr: 2.376e-06, eta: 17:50:21, time: 0.998, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0798, loss_cls: 0.1665, acc: 93.4609, loss_bbox: 0.1562, loss: 0.4315, grad_norm: 7.9207
2022-08-13 01:55:52,301 - mmdet - INFO - Epoch [2][5450/6400] lr: 2.376e-06, eta: 17:49:31, time: 0.982, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.1018, loss_cls: 0.1604, acc: 93.6387, loss_bbox: 0.1510, loss: 0.4444, grad_norm: 7.7512
2022-08-13 01:56:40,205 - mmdet - INFO - Epoch [2][5500/6400] lr: 2.376e-06, eta: 17:48:33, time: 0.958, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0952, loss_cls: 0.1976, acc: 92.5137, loss_bbox: 0.1438, loss: 0.4646, grad_norm: 7.9745
2022-08-13 01:57:33,617 - mmdet - INFO - Epoch [2][5550/6400] lr: 2.376e-06, eta: 17:48:05, time: 1.068, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0783, loss_cls: 0.1927, acc: 92.3066, loss_bbox: 0.1573, loss: 0.4594, grad_norm: 8.6646
2022-08-13 01:58:20,625 - mmdet - INFO - Epoch [2][5600/6400] lr: 2.376e-06, eta: 17:47:03, time: 0.940, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0886, loss_cls: 0.1881, acc: 93.0254, loss_bbox: 0.1616, loss: 0.4782, grad_norm: 8.7063
2022-08-13 01:59:09,700 - mmdet - INFO - Epoch [2][5650/6400] lr: 2.376e-06, eta: 17:46:12, time: 0.981, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.1142, loss_cls: 0.1953, acc: 92.4219, loss_bbox: 0.1664, loss: 0.5125, grad_norm: 9.4120
2022-08-13 02:00:05,993 - mmdet - INFO - Epoch [2][5700/6400] lr: 2.376e-06, eta: 17:45:59, time: 1.126, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0961, loss_cls: 0.1882, acc: 92.9219, loss_bbox: 0.1536, loss: 0.4750, grad_norm: 8.3214
2022-08-13 02:00:55,343 - mmdet - INFO - Epoch [2][5750/6400] lr: 2.376e-06, eta: 17:45:09, time: 0.987, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0910, loss_cls: 0.1855, acc: 92.9570, loss_bbox: 0.1628, loss: 0.4708, grad_norm: 8.5971
2022-08-13 02:01:43,535 - mmdet - INFO - Epoch [2][5800/6400] lr: 2.376e-06, eta: 17:44:13, time: 0.964, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0666, loss_cls: 0.1582, acc: 93.9355, loss_bbox: 0.1643, loss: 0.4204, grad_norm: 7.5413
2022-08-13 02:02:34,947 - mmdet - INFO - Epoch [2][5850/6400] lr: 2.376e-06, eta: 17:43:35, time: 1.028, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0976, loss_cls: 0.1774, acc: 93.0293, loss_bbox: 0.1573, loss: 0.4632, grad_norm: 8.0076
2022-08-13 02:03:22,083 - mmdet - INFO - Epoch [2][5900/6400] lr: 2.376e-06, eta: 17:42:33, time: 0.943, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0698, loss_cls: 0.1805, acc: 92.8223, loss_bbox: 0.1649, loss: 0.4382, grad_norm: 8.2649
2022-08-13 02:04:21,009 - mmdet - INFO - Epoch [2][5950/6400] lr: 2.376e-06, eta: 17:42:33, time: 1.179, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0764, loss_cls: 0.1815, acc: 93.1992, loss_bbox: 0.1431, loss: 0.4321, grad_norm: 7.8952
2022-08-13 02:05:14,577 - mmdet - INFO - Epoch [2][6000/6400] lr: 2.376e-06, eta: 17:42:05, time: 1.071, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0806, loss_cls: 0.1951, acc: 92.2910, loss_bbox: 0.1416, loss: 0.4498, grad_norm: 8.2375
2022-08-13 02:06:08,699 - mmdet - INFO - Epoch [2][6050/6400] lr: 2.376e-06, eta: 17:41:40, time: 1.082, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.1071, loss_cls: 0.1551, acc: 93.9844, loss_bbox: 0.1483, loss: 0.4518, grad_norm: 8.8249
2022-08-13 02:07:00,755 - mmdet - INFO - Epoch [2][6100/6400] lr: 2.376e-06, eta: 17:41:03, time: 1.041, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0833, loss_cls: 0.1867, acc: 92.7812, loss_bbox: 0.1788, loss: 0.4823, grad_norm: 9.0836
2022-08-13 02:08:01,905 - mmdet - INFO - Epoch [2][6150/6400] lr: 2.376e-06, eta: 17:41:13, time: 1.223, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0892, loss_cls: 0.1858, acc: 92.7500, loss_bbox: 0.1585, loss: 0.4657, grad_norm: 8.4244
2022-08-13 02:08:49,902 - mmdet - INFO - Epoch [2][6200/6400] lr: 2.376e-06, eta: 17:40:16, time: 0.960, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0968, loss_cls: 0.1768, acc: 93.1348, loss_bbox: 0.1632, loss: 0.4671, grad_norm: 8.2713
2022-08-13 02:09:44,314 - mmdet - INFO - Epoch [2][6250/6400] lr: 2.376e-06, eta: 17:39:51, time: 1.088, data_time: 0.010, memory: 28890, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0932, loss_cls: 0.2061, acc: 92.3789, loss_bbox: 0.1549, loss: 0.4826, grad_norm: 9.0600
2022-08-13 02:10:35,041 - mmdet - INFO - Epoch [2][6300/6400] lr: 2.376e-06, eta: 17:39:07, time: 1.015, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0847, loss_cls: 0.1760, acc: 93.4023, loss_bbox: 0.1408, loss: 0.4369, grad_norm: 8.4291
2022-08-13 02:11:35,835 - mmdet - INFO - Epoch [2][6350/6400] lr: 2.376e-06, eta: 17:39:14, time: 1.216, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.1038, loss_cls: 0.1903, acc: 92.8750, loss_bbox: 0.1562, loss: 0.5023, grad_norm: 9.3650
2022-08-13 02:12:29,284 - mmdet - INFO - Epoch [2][6400/6400] lr: 2.376e-06, eta: 17:38:44, time: 1.069, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.1042, loss_cls: 0.1710, acc: 93.7461, loss_bbox: 0.1601, loss: 0.4778, grad_norm: 8.5006
2022-08-13 02:12:29,759 - mmdet - INFO - Saving checkpoint at 2 epochs
2022-08-13 02:13:51,947 - mmdet - INFO - Epoch [3][50/6400] lr: 2.376e-06, eta: 17:40:19, time: 1.573, data_time: 0.618, memory: 28890, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0801, loss_cls: 0.1784, acc: 93.2441, loss_bbox: 0.1483, loss: 0.4492, grad_norm: 8.5103
2022-08-13 02:14:43,206 - mmdet - INFO - Epoch [3][100/6400] lr: 2.376e-06, eta: 17:39:36, time: 1.025, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.1008, loss_cls: 0.1798, acc: 93.1953, loss_bbox: 0.1639, loss: 0.4801, grad_norm: 8.3764
2022-08-13 02:15:30,333 - mmdet - INFO - Epoch [3][150/6400] lr: 2.376e-06, eta: 17:38:34, time: 0.943, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0838, loss_cls: 0.1757, acc: 93.4023, loss_bbox: 0.1588, loss: 0.4471, grad_norm: 7.9725
2022-08-13 02:16:17,295 - mmdet - INFO - Epoch [3][200/6400] lr: 2.376e-06, eta: 17:37:30, time: 0.939, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0877, loss_cls: 0.1773, acc: 93.3242, loss_bbox: 0.1504, loss: 0.4517, grad_norm: 8.4148
2022-08-13 02:17:06,923 - mmdet - INFO - Epoch [3][250/6400] lr: 2.376e-06, eta: 17:36:40, time: 0.993, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0922, loss_cls: 0.1826, acc: 92.6484, loss_bbox: 0.1652, loss: 0.4748, grad_norm: 8.4414
2022-08-13 02:17:53,980 - mmdet - INFO - Epoch [3][300/6400] lr: 2.376e-06, eta: 17:35:37, time: 0.941, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0830, loss_cls: 0.1744, acc: 93.3359, loss_bbox: 0.1503, loss: 0.4433, grad_norm: 7.5783
2022-08-13 02:18:42,153 - mmdet - INFO - Epoch [3][350/6400] lr: 2.376e-06, eta: 17:34:40, time: 0.963, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0685, loss_cls: 0.1686, acc: 93.4766, loss_bbox: 0.1603, loss: 0.4267, grad_norm: 7.4339
2022-08-13 02:19:31,132 - mmdet - INFO - Epoch [3][400/6400] lr: 2.376e-06, eta: 17:33:47, time: 0.980, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.1052, loss_cls: 0.1737, acc: 93.2207, loss_bbox: 0.1526, loss: 0.4611, grad_norm: 8.0685
2022-08-13 02:20:19,365 - mmdet - INFO - Epoch [3][450/6400] lr: 2.376e-06, eta: 17:32:50, time: 0.965, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0762, loss_cls: 0.1582, acc: 93.9180, loss_bbox: 0.1422, loss: 0.4062, grad_norm: 7.5318
2022-08-13 02:21:06,517 - mmdet - INFO - Epoch [3][500/6400] lr: 2.376e-06, eta: 17:31:48, time: 0.943, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0813, loss_cls: 0.1735, acc: 92.9902, loss_bbox: 0.1520, loss: 0.4358, grad_norm: 8.5877
2022-08-13 02:21:55,181 - mmdet - INFO - Epoch [3][550/6400] lr: 2.376e-06, eta: 17:30:54, time: 0.973, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0906, loss_cls: 0.1707, acc: 93.2109, loss_bbox: 0.1580, loss: 0.4495, grad_norm: 8.3262
2022-08-13 02:22:43,085 - mmdet - INFO - Epoch [3][600/6400] lr: 2.376e-06, eta: 17:29:56, time: 0.958, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0754, loss_cls: 0.1843, acc: 92.8945, loss_bbox: 0.1695, loss: 0.4604, grad_norm: 7.3618
2022-08-13 02:23:32,304 - mmdet - INFO - Epoch [3][650/6400] lr: 2.376e-06, eta: 17:29:04, time: 0.984, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0666, loss_cls: 0.1623, acc: 93.4609, loss_bbox: 0.1420, loss: 0.3993, grad_norm: 7.4601
2022-08-13 02:24:20,115 - mmdet - INFO - Epoch [3][700/6400] lr: 2.376e-06, eta: 17:28:05, time: 0.956, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.1091, loss_cls: 0.1804, acc: 92.9668, loss_bbox: 0.1527, loss: 0.4684, grad_norm: 8.6671
2022-08-13 02:25:10,353 - mmdet - INFO - Epoch [3][750/6400] lr: 2.376e-06, eta: 17:27:18, time: 1.005, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0835, loss_cls: 0.1645, acc: 93.5508, loss_bbox: 0.1520, loss: 0.4263, grad_norm: 7.8796
2022-08-13 02:25:59,760 - mmdet - INFO - Epoch [3][800/6400] lr: 2.376e-06, eta: 17:26:27, time: 0.988, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0860, loss_cls: 0.1907, acc: 92.2793, loss_bbox: 0.1509, loss: 0.4582, grad_norm: 8.0863
2022-08-13 02:26:55,415 - mmdet - INFO - Epoch [3][850/6400] lr: 2.376e-06, eta: 17:26:05, time: 1.113, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0903, loss_cls: 0.1881, acc: 92.5879, loss_bbox: 0.1593, loss: 0.4763, grad_norm: 7.8182
2022-08-13 02:27:48,318 - mmdet - INFO - Epoch [3][900/6400] lr: 2.376e-06, eta: 17:25:30, time: 1.058, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0822, loss_cls: 0.1561, acc: 93.9102, loss_bbox: 0.1444, loss: 0.4103, grad_norm: 7.5282
2022-08-13 02:28:36,178 - mmdet - INFO - Epoch [3][950/6400] lr: 2.376e-06, eta: 17:24:32, time: 0.957, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.1154, loss_cls: 0.1922, acc: 92.6309, loss_bbox: 0.1701, loss: 0.5079, grad_norm: 8.7771
2022-08-13 02:29:23,679 - mmdet - INFO - Epoch [3][1000/6400] lr: 2.376e-06, eta: 17:23:32, time: 0.950, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0779, loss_cls: 0.1478, acc: 94.1406, loss_bbox: 0.1428, loss: 0.3906, grad_norm: 7.0062
2022-08-13 02:30:11,721 - mmdet - INFO - Epoch [3][1050/6400] lr: 2.376e-06, eta: 17:22:35, time: 0.961, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0889, loss_cls: 0.1890, acc: 92.6113, loss_bbox: 0.1695, loss: 0.4801, grad_norm: 9.1451
2022-08-13 02:30:58,789 - mmdet - INFO - Epoch [3][1100/6400] lr: 2.376e-06, eta: 17:21:34, time: 0.941, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0711, loss_cls: 0.1670, acc: 93.3867, loss_bbox: 0.1550, loss: 0.4174, grad_norm: 8.0950
2022-08-13 02:31:54,304 - mmdet - INFO - Epoch [3][1150/6400] lr: 2.376e-06, eta: 17:21:10, time: 1.110, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0612, loss_cls: 0.1720, acc: 93.6055, loss_bbox: 0.1508, loss: 0.4073, grad_norm: 9.0440
2022-08-13 02:32:41,507 - mmdet - INFO - Epoch [3][1200/6400] lr: 2.376e-06, eta: 17:20:09, time: 0.944, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0668, loss_cls: 0.1579, acc: 93.8789, loss_bbox: 0.1302, loss: 0.3824, grad_norm: 7.6379
2022-08-13 02:33:29,269 - mmdet - INFO - Epoch [3][1250/6400] lr: 2.376e-06, eta: 17:19:11, time: 0.955, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0612, loss_cls: 0.1671, acc: 93.6367, loss_bbox: 0.1451, loss: 0.4015, grad_norm: 8.9094
2022-08-13 02:34:16,201 - mmdet - INFO - Epoch [3][1300/6400] lr: 2.376e-06, eta: 17:18:09, time: 0.939, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0828, loss_cls: 0.1609, acc: 94.0430, loss_bbox: 0.1255, loss: 0.3978, grad_norm: 8.3168
2022-08-13 02:35:03,116 - mmdet - INFO - Epoch [3][1350/6400] lr: 2.376e-06, eta: 17:17:07, time: 0.938, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0557, loss_cls: 0.1565, acc: 94.0723, loss_bbox: 0.1433, loss: 0.3732, grad_norm: 6.9805
2022-08-13 02:35:51,942 - mmdet - INFO - Epoch [3][1400/6400] lr: 2.376e-06, eta: 17:16:14, time: 0.977, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0979, loss_cls: 0.1622, acc: 93.7891, loss_bbox: 0.1628, loss: 0.4469, grad_norm: 8.0843
2022-08-13 02:36:39,997 - mmdet - INFO - Epoch [3][1450/6400] lr: 2.376e-06, eta: 17:15:17, time: 0.961, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.1117, loss_cls: 0.1694, acc: 93.1875, loss_bbox: 0.1798, loss: 0.4894, grad_norm: 8.5249
2022-08-13 02:37:26,772 - mmdet - INFO - Epoch [3][1500/6400] lr: 2.376e-06, eta: 17:14:15, time: 0.935, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0608, loss_cls: 0.1615, acc: 93.4863, loss_bbox: 0.1410, loss: 0.3920, grad_norm: 7.0398
2022-08-13 02:38:15,328 - mmdet - INFO - Epoch [3][1550/6400] lr: 2.376e-06, eta: 17:13:21, time: 0.971, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0905, loss_cls: 0.1698, acc: 93.5508, loss_bbox: 0.1399, loss: 0.4303, grad_norm: 8.0784
2022-08-13 02:39:03,160 - mmdet - INFO - Epoch [3][1600/6400] lr: 2.376e-06, eta: 17:12:23, time: 0.957, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0729, loss_cls: 0.1836, acc: 92.9980, loss_bbox: 0.1699, loss: 0.4543, grad_norm: 8.5313
2022-08-13 02:39:51,515 - mmdet - INFO - Epoch [3][1650/6400] lr: 2.376e-06, eta: 17:11:28, time: 0.967, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0648, loss_cls: 0.1537, acc: 93.8984, loss_bbox: 0.1466, loss: 0.3901, grad_norm: 7.1444
2022-08-13 02:40:38,427 - mmdet - INFO - Epoch [3][1700/6400] lr: 2.376e-06, eta: 17:10:27, time: 0.938, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0740, loss_cls: 0.1725, acc: 93.4531, loss_bbox: 0.1442, loss: 0.4154, grad_norm: 7.3189
2022-08-13 02:41:25,507 - mmdet - INFO - Epoch [3][1750/6400] lr: 2.376e-06, eta: 17:09:26, time: 0.942, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0736, loss_cls: 0.1424, acc: 94.5215, loss_bbox: 0.1406, loss: 0.3835, grad_norm: 6.9442
2022-08-13 02:42:13,956 - mmdet - INFO - Epoch [3][1800/6400] lr: 2.376e-06, eta: 17:08:32, time: 0.969, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0943, loss_cls: 0.1644, acc: 93.6270, loss_bbox: 0.1466, loss: 0.4220, grad_norm: 7.4072
2022-08-13 02:43:02,607 - mmdet - INFO - Epoch [3][1850/6400] lr: 2.376e-06, eta: 17:07:38, time: 0.973, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0855, loss_cls: 0.1883, acc: 92.7129, loss_bbox: 0.1612, loss: 0.4750, grad_norm: 8.6323
2022-08-13 02:43:50,563 - mmdet - INFO - Epoch [3][1900/6400] lr: 2.376e-06, eta: 17:06:41, time: 0.959, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0970, loss_cls: 0.1843, acc: 93.1699, loss_bbox: 0.1637, loss: 0.4784, grad_norm: 8.2521
2022-08-13 02:44:41,039 - mmdet - INFO - Epoch [3][1950/6400] lr: 2.376e-06, eta: 17:05:56, time: 1.010, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0839, loss_cls: 0.1440, acc: 94.2441, loss_bbox: 0.1315, loss: 0.3931, grad_norm: 7.5576
2022-08-13 02:45:28,519 - mmdet - INFO - Epoch [3][2000/6400] lr: 2.376e-06, eta: 17:04:57, time: 0.950, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0806, loss_cls: 0.1606, acc: 93.6797, loss_bbox: 0.1510, loss: 0.4184, grad_norm: 6.9048
2022-08-13 02:46:18,378 - mmdet - INFO - Epoch [3][2050/6400] lr: 2.376e-06, eta: 17:04:09, time: 0.997, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0768, loss_cls: 0.1880, acc: 92.6738, loss_bbox: 0.1612, loss: 0.4554, grad_norm: 8.3985
2022-08-13 02:47:10,542 - mmdet - INFO - Epoch [3][2100/6400] lr: 2.376e-06, eta: 17:03:30, time: 1.043, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0780, loss_cls: 0.1640, acc: 93.5176, loss_bbox: 0.1475, loss: 0.4212, grad_norm: 7.3638
2022-08-13 02:47:57,989 - mmdet - INFO - Epoch [3][2150/6400] lr: 2.376e-06, eta: 17:02:31, time: 0.949, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0602, loss_cls: 0.1385, acc: 94.8672, loss_bbox: 0.1269, loss: 0.3520, grad_norm: 7.4288
2022-08-13 02:48:46,291 - mmdet - INFO - Epoch [3][2200/6400] lr: 2.376e-06, eta: 17:01:36, time: 0.966, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0969, loss_cls: 0.1780, acc: 92.8945, loss_bbox: 0.1639, loss: 0.4603, grad_norm: 8.5491
2022-08-13 02:49:33,376 - mmdet - INFO - Epoch [3][2250/6400] lr: 2.376e-06, eta: 17:00:36, time: 0.942, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0887, loss_cls: 0.1734, acc: 92.8457, loss_bbox: 0.1630, loss: 0.4495, grad_norm: 7.9654
2022-08-13 02:50:20,400 - mmdet - INFO - Epoch [3][2300/6400] lr: 2.376e-06, eta: 16:59:36, time: 0.940, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0739, loss_cls: 0.1846, acc: 92.8945, loss_bbox: 0.1553, loss: 0.4503, grad_norm: 7.9865
2022-08-13 02:51:12,629 - mmdet - INFO - Epoch [3][2350/6400] lr: 2.376e-06, eta: 16:58:57, time: 1.045, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0756, loss_cls: 0.1762, acc: 93.1289, loss_bbox: 0.1543, loss: 0.4356, grad_norm: 7.7544
2022-08-13 02:51:59,762 - mmdet - INFO - Epoch [3][2400/6400] lr: 2.376e-06, eta: 16:57:58, time: 0.943, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0921, loss_cls: 0.1816, acc: 92.6426, loss_bbox: 0.1659, loss: 0.4716, grad_norm: 7.8896
2022-08-13 02:52:47,490 - mmdet - INFO - Epoch [3][2450/6400] lr: 2.376e-06, eta: 16:57:01, time: 0.955, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0674, loss_cls: 0.1686, acc: 93.2891, loss_bbox: 0.1491, loss: 0.4058, grad_norm: 8.0551
2022-08-13 02:53:36,476 - mmdet - INFO - Epoch [3][2500/6400] lr: 2.376e-06, eta: 16:56:09, time: 0.980, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0633, loss_cls: 0.1740, acc: 92.9434, loss_bbox: 0.1555, loss: 0.4178, grad_norm: 7.5982
2022-08-13 02:54:24,731 - mmdet - INFO - Epoch [3][2550/6400] lr: 2.376e-06, eta: 16:55:14, time: 0.965, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0634, loss_cls: 0.1544, acc: 94.1270, loss_bbox: 0.1426, loss: 0.3836, grad_norm: 7.2194
2022-08-13 02:55:16,328 - mmdet - INFO - Epoch [3][2600/6400] lr: 2.376e-06, eta: 16:54:33, time: 1.032, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0677, loss_cls: 0.1601, acc: 93.9062, loss_bbox: 0.1436, loss: 0.4033, grad_norm: 7.7663
2022-08-13 02:56:05,058 - mmdet - INFO - Epoch [3][2650/6400] lr: 2.376e-06, eta: 16:53:40, time: 0.975, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0744, loss_cls: 0.1707, acc: 93.3848, loss_bbox: 0.1491, loss: 0.4270, grad_norm: 7.7511
2022-08-13 02:56:51,909 - mmdet - INFO - Epoch [3][2700/6400] lr: 2.376e-06, eta: 16:52:39, time: 0.937, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0736, loss_cls: 0.1843, acc: 93.0723, loss_bbox: 0.1549, loss: 0.4367, grad_norm: 7.3644
2022-08-13 02:57:39,686 - mmdet - INFO - Epoch [3][2750/6400] lr: 2.376e-06, eta: 16:51:43, time: 0.956, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0773, loss_cls: 0.1712, acc: 93.3496, loss_bbox: 0.1545, loss: 0.4300, grad_norm: 7.5693
2022-08-13 02:58:26,527 - mmdet - INFO - Epoch [3][2800/6400] lr: 2.376e-06, eta: 16:50:43, time: 0.937, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0652, loss_cls: 0.1819, acc: 92.8105, loss_bbox: 0.1431, loss: 0.4131, grad_norm: 7.9770
2022-08-13 02:59:14,451 - mmdet - INFO - Epoch [3][2850/6400] lr: 2.376e-06, eta: 16:49:47, time: 0.958, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0900, loss_cls: 0.1636, acc: 93.4746, loss_bbox: 0.1633, loss: 0.4469, grad_norm: 7.9517
2022-08-13 03:00:01,561 - mmdet - INFO - Epoch [3][2900/6400] lr: 2.376e-06, eta: 16:48:48, time: 0.942, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0830, loss_cls: 0.1625, acc: 93.8477, loss_bbox: 0.1637, loss: 0.4376, grad_norm: 8.3904
2022-08-13 03:00:54,073 - mmdet - INFO - Epoch [3][2950/6400] lr: 2.376e-06, eta: 16:48:10, time: 1.050, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0850, loss_cls: 0.1641, acc: 93.7305, loss_bbox: 0.1641, loss: 0.4418, grad_norm: 7.9415
2022-08-13 03:01:54,873 - mmdet - INFO - Epoch [3][3000/6400] lr: 2.376e-06, eta: 16:48:04, time: 1.216, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0968, loss_cls: 0.1564, acc: 94.0215, loss_bbox: 0.1380, loss: 0.4123, grad_norm: 7.6161
2022-08-13 03:02:42,460 - mmdet - INFO - Epoch [3][3050/6400] lr: 2.376e-06, eta: 16:47:07, time: 0.952, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0748, loss_cls: 0.1694, acc: 93.4551, loss_bbox: 0.1433, loss: 0.4136, grad_norm: 7.2564
2022-08-13 03:03:31,157 - mmdet - INFO - Epoch [3][3100/6400] lr: 2.376e-06, eta: 16:46:14, time: 0.974, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0875, loss_cls: 0.1978, acc: 92.2363, loss_bbox: 0.1673, loss: 0.4889, grad_norm: 7.7928
2022-08-13 03:04:23,930 - mmdet - INFO - Epoch [3][3150/6400] lr: 2.376e-06, eta: 16:45:36, time: 1.055, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0897, loss_cls: 0.1668, acc: 93.5449, loss_bbox: 0.1501, loss: 0.4325, grad_norm: 7.4025
2022-08-13 03:05:11,041 - mmdet - INFO - Epoch [3][3200/6400] lr: 2.376e-06, eta: 16:44:37, time: 0.942, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0856, loss_cls: 0.1523, acc: 93.8438, loss_bbox: 0.1473, loss: 0.4058, grad_norm: 7.4113
2022-08-13 03:05:58,796 - mmdet - INFO - Epoch [3][3250/6400] lr: 2.376e-06, eta: 16:43:41, time: 0.955, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0720, loss_cls: 0.1614, acc: 93.8105, loss_bbox: 0.1502, loss: 0.4120, grad_norm: 7.9718
2022-08-13 03:06:46,762 - mmdet - INFO - Epoch [3][3300/6400] lr: 2.376e-06, eta: 16:42:45, time: 0.959, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0814, loss_cls: 0.1923, acc: 92.7402, loss_bbox: 0.1514, loss: 0.4562, grad_norm: 7.2461
2022-08-13 03:07:34,289 - mmdet - INFO - Epoch [3][3350/6400] lr: 2.376e-06, eta: 16:41:48, time: 0.951, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0911, loss_cls: 0.1595, acc: 93.6758, loss_bbox: 0.1557, loss: 0.4273, grad_norm: 7.2574
2022-08-13 03:08:34,429 - mmdet - INFO - Epoch [3][3400/6400] lr: 2.376e-06, eta: 16:41:38, time: 1.203, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0759, loss_cls: 0.1549, acc: 94.0996, loss_bbox: 0.1416, loss: 0.3934, grad_norm: 7.5737
2022-08-13 03:09:22,020 - mmdet - INFO - Epoch [3][3450/6400] lr: 2.376e-06, eta: 16:40:41, time: 0.952, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0691, loss_cls: 0.1709, acc: 93.3125, loss_bbox: 0.1719, loss: 0.4398, grad_norm: 8.2568
2022-08-13 03:10:12,804 - mmdet - INFO - Epoch [3][3500/6400] lr: 2.376e-06, eta: 16:39:56, time: 1.016, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0950, loss_cls: 0.1717, acc: 93.0957, loss_bbox: 0.1633, loss: 0.4604, grad_norm: 8.2906
2022-08-13 03:11:01,203 - mmdet - INFO - Epoch [3][3550/6400] lr: 2.376e-06, eta: 16:39:02, time: 0.968, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0799, loss_cls: 0.1576, acc: 94.1074, loss_bbox: 0.1360, loss: 0.4006, grad_norm: 7.6508
2022-08-13 03:11:49,574 - mmdet - INFO - Epoch [3][3600/6400] lr: 2.376e-06, eta: 16:38:08, time: 0.967, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0948, loss_cls: 0.1615, acc: 93.7188, loss_bbox: 0.1383, loss: 0.4164, grad_norm: 7.2948
2022-08-13 03:12:36,353 - mmdet - INFO - Epoch [3][3650/6400] lr: 2.376e-06, eta: 16:37:08, time: 0.936, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0510, loss_cls: 0.1286, acc: 95.0137, loss_bbox: 0.1224, loss: 0.3203, grad_norm: 6.2758
2022-08-13 03:13:23,964 - mmdet - INFO - Epoch [3][3700/6400] lr: 2.376e-06, eta: 16:36:11, time: 0.952, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0735, loss_cls: 0.1558, acc: 93.8223, loss_bbox: 0.1387, loss: 0.3913, grad_norm: 7.6486
2022-08-13 03:14:11,550 - mmdet - INFO - Epoch [3][3750/6400] lr: 2.376e-06, eta: 16:35:15, time: 0.952, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0746, loss_cls: 0.1719, acc: 93.1270, loss_bbox: 0.1386, loss: 0.4089, grad_norm: 8.1195
2022-08-13 03:14:59,255 - mmdet - INFO - Epoch [3][3800/6400] lr: 2.376e-06, eta: 16:34:18, time: 0.954, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0809, loss_cls: 0.1568, acc: 93.9238, loss_bbox: 0.1414, loss: 0.4021, grad_norm: 7.8479
2022-08-13 03:15:46,685 - mmdet - INFO - Epoch [3][3850/6400] lr: 2.376e-06, eta: 16:33:21, time: 0.949, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0868, loss_cls: 0.1717, acc: 93.6777, loss_bbox: 0.1333, loss: 0.4150, grad_norm: 8.0969
2022-08-13 03:16:35,467 - mmdet - INFO - Epoch [3][3900/6400] lr: 2.376e-06, eta: 16:32:29, time: 0.976, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0952, loss_cls: 0.1750, acc: 93.2637, loss_bbox: 0.1365, loss: 0.4302, grad_norm: 7.5007
2022-08-13 03:17:27,261 - mmdet - INFO - Epoch [3][3950/6400] lr: 2.376e-06, eta: 16:31:47, time: 1.036, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0842, loss_cls: 0.1724, acc: 93.3359, loss_bbox: 0.1407, loss: 0.4246, grad_norm: 8.1344
2022-08-13 03:18:20,510 - mmdet - INFO - Epoch [3][4000/6400] lr: 2.376e-06, eta: 16:31:11, time: 1.065, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0709, loss_cls: 0.1540, acc: 94.1465, loss_bbox: 0.1384, loss: 0.3881, grad_norm: 7.3380
2022-08-13 03:19:08,325 - mmdet - INFO - Epoch [3][4050/6400] lr: 2.376e-06, eta: 16:30:15, time: 0.956, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0809, loss_cls: 0.1755, acc: 93.2656, loss_bbox: 0.1383, loss: 0.4258, grad_norm: 7.4046
2022-08-13 03:19:59,441 - mmdet - INFO - Epoch [3][4100/6400] lr: 2.376e-06, eta: 16:29:31, time: 1.022, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0576, loss_cls: 0.1529, acc: 94.3359, loss_bbox: 0.1211, loss: 0.3601, grad_norm: 7.9927
2022-08-13 03:20:46,382 - mmdet - INFO - Epoch [3][4150/6400] lr: 2.376e-06, eta: 16:28:32, time: 0.939, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0669, loss_cls: 0.1748, acc: 93.4922, loss_bbox: 0.1545, loss: 0.4261, grad_norm: 7.8748
2022-08-13 03:21:33,146 - mmdet - INFO - Epoch [3][4200/6400] lr: 2.376e-06, eta: 16:27:33, time: 0.935, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0741, loss_cls: 0.1585, acc: 93.9648, loss_bbox: 0.1528, loss: 0.4122, grad_norm: 7.7970
2022-08-13 03:22:20,287 - mmdet - INFO - Epoch [3][4250/6400] lr: 2.376e-06, eta: 16:26:35, time: 0.943, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0700, loss_cls: 0.1499, acc: 94.1445, loss_bbox: 0.1351, loss: 0.3807, grad_norm: 6.9823
2022-08-13 03:23:15,951 - mmdet - INFO - Epoch [3][4300/6400] lr: 2.376e-06, eta: 16:26:07, time: 1.113, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0871, loss_cls: 0.1804, acc: 92.8184, loss_bbox: 0.1735, loss: 0.4684, grad_norm: 7.5580
2022-08-13 03:24:13,348 - mmdet - INFO - Epoch [3][4350/6400] lr: 2.376e-06, eta: 16:25:45, time: 1.148, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.1109, loss_cls: 0.1827, acc: 92.6992, loss_bbox: 0.1492, loss: 0.4737, grad_norm: 8.3747
2022-08-13 03:25:07,904 - mmdet - INFO - Epoch [3][4400/6400] lr: 2.376e-06, eta: 16:25:12, time: 1.091, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.1196, loss_cls: 0.1953, acc: 92.4062, loss_bbox: 0.1681, loss: 0.5095, grad_norm: 8.9563
2022-08-13 03:25:56,117 - mmdet - INFO - Epoch [3][4450/6400] lr: 2.376e-06, eta: 16:24:18, time: 0.964, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0798, loss_cls: 0.1579, acc: 93.7617, loss_bbox: 0.1507, loss: 0.4232, grad_norm: 8.3540
2022-08-13 03:26:51,978 - mmdet - INFO - Epoch [3][4500/6400] lr: 2.376e-06, eta: 16:23:50, time: 1.117, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0678, loss_cls: 0.1663, acc: 93.3574, loss_bbox: 0.1413, loss: 0.3959, grad_norm: 6.8159
2022-08-13 03:27:42,275 - mmdet - INFO - Epoch [3][4550/6400] lr: 2.376e-06, eta: 16:23:03, time: 1.006, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0989, loss_cls: 0.1727, acc: 93.3008, loss_bbox: 0.1413, loss: 0.4435, grad_norm: 8.4965
2022-08-13 03:28:31,874 - mmdet - INFO - Epoch [3][4600/6400] lr: 2.376e-06, eta: 16:22:13, time: 0.992, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0836, loss_cls: 0.1797, acc: 93.0137, loss_bbox: 0.1413, loss: 0.4275, grad_norm: 8.3785
2022-08-13 03:29:18,739 - mmdet - INFO - Epoch [3][4650/6400] lr: 2.376e-06, eta: 16:21:14, time: 0.937, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0675, loss_cls: 0.1595, acc: 93.8281, loss_bbox: 0.1381, loss: 0.3924, grad_norm: 7.5230
2022-08-13 03:30:10,902 - mmdet - INFO - Epoch [3][4700/6400] lr: 2.376e-06, eta: 16:20:33, time: 1.043, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0788, loss_cls: 0.1772, acc: 93.0137, loss_bbox: 0.1483, loss: 0.4274, grad_norm: 7.1817
2022-08-13 03:30:58,897 - mmdet - INFO - Epoch [3][4750/6400] lr: 2.376e-06, eta: 16:19:38, time: 0.960, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0666, loss_cls: 0.1467, acc: 94.3379, loss_bbox: 0.1366, loss: 0.3670, grad_norm: 6.5794
2022-08-13 03:31:46,862 - mmdet - INFO - Epoch [3][4800/6400] lr: 2.376e-06, eta: 16:18:43, time: 0.959, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0822, loss_cls: 0.1589, acc: 93.5547, loss_bbox: 0.1466, loss: 0.4026, grad_norm: 6.8096
2022-08-13 03:32:37,140 - mmdet - INFO - Epoch [3][4850/6400] lr: 2.376e-06, eta: 16:17:56, time: 1.006, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0674, loss_cls: 0.1718, acc: 93.2070, loss_bbox: 0.1590, loss: 0.4217, grad_norm: 7.9111
2022-08-13 03:33:33,632 - mmdet - INFO - Epoch [3][4900/6400] lr: 2.376e-06, eta: 16:17:29, time: 1.130, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0910, loss_cls: 0.1589, acc: 93.6875, loss_bbox: 0.1365, loss: 0.4224, grad_norm: 7.7787
2022-08-13 03:34:28,496 - mmdet - INFO - Epoch [3][4950/6400] lr: 2.376e-06, eta: 16:16:57, time: 1.097, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0680, loss_cls: 0.1701, acc: 93.5000, loss_bbox: 0.1406, loss: 0.4029, grad_norm: 7.6113
2022-08-13 03:35:28,499 - mmdet - INFO - Epoch [3][5000/6400] lr: 2.376e-06, eta: 16:16:42, time: 1.200, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0713, loss_cls: 0.1630, acc: 93.8750, loss_bbox: 0.1409, loss: 0.3963, grad_norm: 7.4385
2022-08-13 03:36:22,081 - mmdet - INFO - Epoch [3][5050/6400] lr: 2.376e-06, eta: 16:16:05, time: 1.072, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0903, loss_cls: 0.1722, acc: 93.2949, loss_bbox: 0.1397, loss: 0.4365, grad_norm: 7.2124
2022-08-13 03:37:18,892 - mmdet - INFO - Epoch [3][5100/6400] lr: 2.376e-06, eta: 16:15:39, time: 1.136, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.1033, loss_cls: 0.2034, acc: 92.0117, loss_bbox: 0.1785, loss: 0.5168, grad_norm: 8.4719
2022-08-13 03:38:05,992 - mmdet - INFO - Epoch [3][5150/6400] lr: 2.376e-06, eta: 16:14:41, time: 0.942, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0793, loss_cls: 0.1601, acc: 93.9023, loss_bbox: 0.1457, loss: 0.4194, grad_norm: 7.8583
2022-08-13 03:38:56,389 - mmdet - INFO - Epoch [3][5200/6400] lr: 2.376e-06, eta: 16:13:53, time: 1.008, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0909, loss_cls: 0.1725, acc: 93.2773, loss_bbox: 0.1673, loss: 0.4602, grad_norm: 7.6605
2022-08-13 03:39:43,428 - mmdet - INFO - Epoch [3][5250/6400] lr: 2.376e-06, eta: 16:12:55, time: 0.941, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0881, loss_cls: 0.1816, acc: 93.0664, loss_bbox: 0.1723, loss: 0.4648, grad_norm: 7.6800
2022-08-13 03:40:31,770 - mmdet - INFO - Epoch [3][5300/6400] lr: 2.376e-06, eta: 16:12:01, time: 0.967, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0861, loss_cls: 0.1495, acc: 94.0781, loss_bbox: 0.1352, loss: 0.3943, grad_norm: 7.8537
2022-08-13 03:41:19,823 - mmdet - INFO - Epoch [3][5350/6400] lr: 2.376e-06, eta: 16:11:06, time: 0.961, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.1127, loss_cls: 0.1808, acc: 93.0156, loss_bbox: 0.1393, loss: 0.4583, grad_norm: 7.5868
2022-08-13 03:42:08,346 - mmdet - INFO - Epoch [3][5400/6400] lr: 2.376e-06, eta: 16:10:13, time: 0.970, data_time: 0.010, memory: 28890, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0829, loss_cls: 0.1879, acc: 92.8906, loss_bbox: 0.1452, loss: 0.4409, grad_norm: 7.8740
2022-08-13 03:43:01,161 - mmdet - INFO - Epoch [3][5450/6400] lr: 2.376e-06, eta: 16:09:33, time: 1.056, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.1037, loss_cls: 0.1759, acc: 93.2812, loss_bbox: 0.1587, loss: 0.4626, grad_norm: 8.7437
2022-08-13 03:43:58,077 - mmdet - INFO - Epoch [3][5500/6400] lr: 2.376e-06, eta: 16:09:07, time: 1.138, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0809, loss_cls: 0.1577, acc: 93.8672, loss_bbox: 0.1590, loss: 0.4200, grad_norm: 7.6295
2022-08-13 03:44:46,976 - mmdet - INFO - Epoch [3][5550/6400] lr: 2.376e-06, eta: 16:08:14, time: 0.978, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0691, loss_cls: 0.1473, acc: 94.1719, loss_bbox: 0.1350, loss: 0.3659, grad_norm: 7.2352
2022-08-13 03:45:34,594 - mmdet - INFO - Epoch [3][5600/6400] lr: 2.376e-06, eta: 16:07:18, time: 0.952, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0727, loss_cls: 0.1696, acc: 93.7031, loss_bbox: 0.1470, loss: 0.4201, grad_norm: 8.1945
2022-08-13 03:46:22,296 - mmdet - INFO - Epoch [3][5650/6400] lr: 2.376e-06, eta: 16:06:22, time: 0.954, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0720, loss_cls: 0.1682, acc: 93.4258, loss_bbox: 0.1415, loss: 0.4028, grad_norm: 7.9071
2022-08-13 03:47:10,764 - mmdet - INFO - Epoch [3][5700/6400] lr: 2.376e-06, eta: 16:05:29, time: 0.969, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0709, loss_cls: 0.1863, acc: 92.6230, loss_bbox: 0.1500, loss: 0.4300, grad_norm: 7.4152
2022-08-13 03:48:04,009 - mmdet - INFO - Epoch [3][5750/6400] lr: 2.376e-06, eta: 16:04:50, time: 1.065, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0630, loss_cls: 0.1551, acc: 93.6738, loss_bbox: 0.1528, loss: 0.3896, grad_norm: 6.5537
2022-08-13 03:48:50,936 - mmdet - INFO - Epoch [3][5800/6400] lr: 2.376e-06, eta: 16:03:52, time: 0.939, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0915, loss_cls: 0.1688, acc: 93.4082, loss_bbox: 0.1492, loss: 0.4370, grad_norm: 8.8026
2022-08-13 03:49:46,597 - mmdet - INFO - Epoch [3][5850/6400] lr: 2.376e-06, eta: 16:03:21, time: 1.113, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0743, loss_cls: 0.1573, acc: 93.8516, loss_bbox: 0.1491, loss: 0.4018, grad_norm: 7.0654
2022-08-13 03:50:33,778 - mmdet - INFO - Epoch [3][5900/6400] lr: 2.376e-06, eta: 16:02:23, time: 0.944, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0828, loss_cls: 0.1828, acc: 92.6602, loss_bbox: 0.1685, loss: 0.4627, grad_norm: 8.9717
2022-08-13 03:51:21,421 - mmdet - INFO - Epoch [3][5950/6400] lr: 2.376e-06, eta: 16:01:27, time: 0.953, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0763, loss_cls: 0.1605, acc: 93.8379, loss_bbox: 0.1443, loss: 0.4177, grad_norm: 8.4381
2022-08-13 03:52:09,061 - mmdet - INFO - Epoch [3][6000/6400] lr: 2.376e-06, eta: 16:00:31, time: 0.953, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0655, loss_cls: 0.1481, acc: 94.1289, loss_bbox: 0.1204, loss: 0.3616, grad_norm: 7.3849
2022-08-13 03:53:02,187 - mmdet - INFO - Epoch [3][6050/6400] lr: 2.376e-06, eta: 15:59:52, time: 1.063, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0830, loss_cls: 0.1807, acc: 93.2090, loss_bbox: 0.1430, loss: 0.4332, grad_norm: 7.6054
2022-08-13 03:53:56,559 - mmdet - INFO - Epoch [3][6100/6400] lr: 2.376e-06, eta: 15:59:17, time: 1.087, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0936, loss_cls: 0.1563, acc: 94.0273, loss_bbox: 0.1450, loss: 0.4225, grad_norm: 7.8778
2022-08-13 03:54:44,442 - mmdet - INFO - Epoch [3][6150/6400] lr: 2.376e-06, eta: 15:58:21, time: 0.958, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0809, loss_cls: 0.1428, acc: 94.4961, loss_bbox: 0.1285, loss: 0.3757, grad_norm: 7.9312
2022-08-13 03:55:38,259 - mmdet - INFO - Epoch [3][6200/6400] lr: 2.376e-06, eta: 15:57:44, time: 1.076, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0850, loss_cls: 0.1602, acc: 93.6523, loss_bbox: 0.1449, loss: 0.4160, grad_norm: 7.5542
2022-08-13 03:56:26,632 - mmdet - INFO - Epoch [3][6250/6400] lr: 2.376e-06, eta: 15:56:50, time: 0.967, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0600, loss_cls: 0.1470, acc: 94.4453, loss_bbox: 0.1208, loss: 0.3503, grad_norm: 6.6442
2022-08-13 03:57:13,718 - mmdet - INFO - Epoch [3][6300/6400] lr: 2.376e-06, eta: 15:55:53, time: 0.942, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0622, loss_cls: 0.1639, acc: 93.6934, loss_bbox: 0.1500, loss: 0.4061, grad_norm: 7.0816
2022-08-13 03:58:00,696 - mmdet - INFO - Epoch [3][6350/6400] lr: 2.376e-06, eta: 15:54:55, time: 0.940, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0683, loss_cls: 0.1684, acc: 93.1543, loss_bbox: 0.1526, loss: 0.4083, grad_norm: 7.6662
2022-08-13 03:58:47,761 - mmdet - INFO - Epoch [3][6400/6400] lr: 2.376e-06, eta: 15:53:57, time: 0.941, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0544, loss_cls: 0.1629, acc: 93.6309, loss_bbox: 0.1352, loss: 0.3728, grad_norm: 6.9634
2022-08-13 03:58:48,184 - mmdet - INFO - Saving checkpoint at 3 epochs
2022-08-13 04:00:17,329 - mmdet - INFO - Epoch [4][50/6400] lr: 2.376e-06, eta: 15:54:59, time: 1.736, data_time: 0.589, memory: 28890, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0698, loss_cls: 0.1468, acc: 93.8926, loss_bbox: 0.1298, loss: 0.3654, grad_norm: 7.2126
2022-08-13 04:01:07,345 - mmdet - INFO - Epoch [4][100/6400] lr: 2.376e-06, eta: 15:54:10, time: 1.000, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0749, loss_cls: 0.1533, acc: 93.9648, loss_bbox: 0.1498, loss: 0.3995, grad_norm: 7.3191
2022-08-13 04:01:59,151 - mmdet - INFO - Epoch [4][150/6400] lr: 2.376e-06, eta: 15:53:26, time: 1.036, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0836, loss_cls: 0.1538, acc: 93.9629, loss_bbox: 0.1356, loss: 0.3928, grad_norm: 8.3035
2022-08-13 04:02:48,040 - mmdet - INFO - Epoch [4][200/6400] lr: 2.376e-06, eta: 15:52:33, time: 0.978, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0877, loss_cls: 0.1608, acc: 93.7207, loss_bbox: 0.1453, loss: 0.4159, grad_norm: 7.8627
2022-08-13 04:03:39,399 - mmdet - INFO - Epoch [4][250/6400] lr: 2.376e-06, eta: 15:51:48, time: 1.027, data_time: 0.010, memory: 28890, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0837, loss_cls: 0.1737, acc: 93.0410, loss_bbox: 0.1423, loss: 0.4224, grad_norm: 7.9548
2022-08-13 04:04:41,503 - mmdet - INFO - Epoch [4][300/6400] lr: 2.376e-06, eta: 15:51:35, time: 1.242, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0905, loss_cls: 0.1619, acc: 93.7305, loss_bbox: 0.1385, loss: 0.4132, grad_norm: 7.0451
2022-08-13 04:05:34,933 - mmdet - INFO - Epoch [4][350/6400] lr: 2.376e-06, eta: 15:50:55, time: 1.069, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0860, loss_cls: 0.1483, acc: 94.0820, loss_bbox: 0.1357, loss: 0.3913, grad_norm: 7.2492
2022-08-13 04:06:22,017 - mmdet - INFO - Epoch [4][400/6400] lr: 2.376e-06, eta: 15:49:57, time: 0.942, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0856, loss_cls: 0.1804, acc: 92.7383, loss_bbox: 0.1634, loss: 0.4588, grad_norm: 8.1323
2022-08-13 04:07:08,754 - mmdet - INFO - Epoch [4][450/6400] lr: 2.376e-06, eta: 15:48:59, time: 0.935, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0515, loss_cls: 0.1495, acc: 94.2871, loss_bbox: 0.1341, loss: 0.3519, grad_norm: 6.8682
2022-08-13 04:07:55,561 - mmdet - INFO - Epoch [4][500/6400] lr: 2.376e-06, eta: 15:48:00, time: 0.936, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0631, loss_cls: 0.1581, acc: 93.7422, loss_bbox: 0.1447, loss: 0.3916, grad_norm: 7.3739
2022-08-13 04:08:42,631 - mmdet - INFO - Epoch [4][550/6400] lr: 2.376e-06, eta: 15:47:02, time: 0.941, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0797, loss_cls: 0.1655, acc: 93.6816, loss_bbox: 0.1380, loss: 0.4070, grad_norm: 6.8393
2022-08-13 04:09:29,663 - mmdet - INFO - Epoch [4][600/6400] lr: 2.376e-06, eta: 15:46:05, time: 0.941, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0787, loss_cls: 0.1777, acc: 93.1465, loss_bbox: 0.1456, loss: 0.4341, grad_norm: 7.7623
2022-08-13 04:10:17,979 - mmdet - INFO - Epoch [4][650/6400] lr: 2.376e-06, eta: 15:45:11, time: 0.966, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0664, loss_cls: 0.1287, acc: 94.7969, loss_bbox: 0.1245, loss: 0.3440, grad_norm: 6.4227
2022-08-13 04:11:05,320 - mmdet - INFO - Epoch [4][700/6400] lr: 2.376e-06, eta: 15:44:14, time: 0.947, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0769, loss_cls: 0.1478, acc: 94.1777, loss_bbox: 0.1190, loss: 0.3681, grad_norm: 6.9701
2022-08-13 04:12:01,185 - mmdet - INFO - Epoch [4][750/6400] lr: 2.376e-06, eta: 15:43:41, time: 1.117, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0520, loss_cls: 0.1517, acc: 94.1035, loss_bbox: 0.1129, loss: 0.3435, grad_norm: 6.5684
2022-08-13 04:12:57,878 - mmdet - INFO - Epoch [4][800/6400] lr: 2.376e-06, eta: 15:43:11, time: 1.134, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0641, loss_cls: 0.1391, acc: 94.1777, loss_bbox: 0.1404, loss: 0.3643, grad_norm: 7.4843
2022-08-13 04:13:50,958 - mmdet - INFO - Epoch [4][850/6400] lr: 2.376e-06, eta: 15:42:31, time: 1.062, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0644, loss_cls: 0.1417, acc: 94.4043, loss_bbox: 0.1364, loss: 0.3602, grad_norm: 6.9426
2022-08-13 04:14:38,003 - mmdet - INFO - Epoch [4][900/6400] lr: 2.376e-06, eta: 15:41:33, time: 0.941, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0790, loss_cls: 0.1388, acc: 94.4434, loss_bbox: 0.1371, loss: 0.3822, grad_norm: 6.8847
2022-08-13 04:15:31,587 - mmdet - INFO - Epoch [4][950/6400] lr: 2.376e-06, eta: 15:40:54, time: 1.072, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0858, loss_cls: 0.1623, acc: 93.5117, loss_bbox: 0.1604, loss: 0.4298, grad_norm: 7.6832
2022-08-13 04:16:31,998 - mmdet - INFO - Epoch [4][1000/6400] lr: 2.376e-06, eta: 15:40:33, time: 1.208, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.1011, loss_cls: 0.1494, acc: 94.2090, loss_bbox: 0.1342, loss: 0.4102, grad_norm: 7.4362
2022-08-13 04:17:27,753 - mmdet - INFO - Epoch [4][1050/6400] lr: 2.376e-06, eta: 15:40:00, time: 1.115, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.1176, loss_cls: 0.1458, acc: 94.2051, loss_bbox: 0.1412, loss: 0.4228, grad_norm: 6.7114
2022-08-13 04:18:19,304 - mmdet - INFO - Epoch [4][1100/6400] lr: 2.376e-06, eta: 15:39:15, time: 1.031, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0853, loss_cls: 0.1619, acc: 93.4434, loss_bbox: 0.1234, loss: 0.3935, grad_norm: 7.0278
2022-08-13 04:19:10,611 - mmdet - INFO - Epoch [4][1150/6400] lr: 2.376e-06, eta: 15:38:29, time: 1.026, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0698, loss_cls: 0.1427, acc: 94.3535, loss_bbox: 0.1244, loss: 0.3669, grad_norm: 7.3998
2022-08-13 04:19:58,070 - mmdet - INFO - Epoch [4][1200/6400] lr: 2.376e-06, eta: 15:37:32, time: 0.949, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0726, loss_cls: 0.1639, acc: 93.5078, loss_bbox: 0.1285, loss: 0.3857, grad_norm: 7.3221
2022-08-13 04:20:50,985 - mmdet - INFO - Epoch [4][1250/6400] lr: 2.376e-06, eta: 15:36:51, time: 1.058, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0674, loss_cls: 0.1482, acc: 94.1328, loss_bbox: 0.1379, loss: 0.3807, grad_norm: 6.8995
2022-08-13 04:21:42,446 - mmdet - INFO - Epoch [4][1300/6400] lr: 2.376e-06, eta: 15:36:05, time: 1.029, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0563, loss_cls: 0.1476, acc: 93.8242, loss_bbox: 0.1279, loss: 0.3486, grad_norm: 6.4710
2022-08-13 04:22:32,732 - mmdet - INFO - Epoch [4][1350/6400] lr: 2.376e-06, eta: 15:35:17, time: 1.006, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0709, loss_cls: 0.1423, acc: 94.2266, loss_bbox: 0.1287, loss: 0.3670, grad_norm: 6.8056
2022-08-13 04:23:19,709 - mmdet - INFO - Epoch [4][1400/6400] lr: 2.376e-06, eta: 15:34:19, time: 0.940, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0686, loss_cls: 0.1556, acc: 93.7969, loss_bbox: 0.1364, loss: 0.3778, grad_norm: 7.5810
2022-08-13 04:24:06,857 - mmdet - INFO - Epoch [4][1450/6400] lr: 2.376e-06, eta: 15:33:22, time: 0.943, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0838, loss_cls: 0.1647, acc: 93.5879, loss_bbox: 0.1460, loss: 0.4111, grad_norm: 7.5569
2022-08-13 04:24:55,600 - mmdet - INFO - Epoch [4][1500/6400] lr: 2.376e-06, eta: 15:32:29, time: 0.975, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0990, loss_cls: 0.1634, acc: 93.3633, loss_bbox: 0.1566, loss: 0.4393, grad_norm: 7.1482
2022-08-13 04:25:42,603 - mmdet - INFO - Epoch [4][1550/6400] lr: 2.376e-06, eta: 15:31:31, time: 0.940, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0802, loss_cls: 0.1638, acc: 93.4922, loss_bbox: 0.1364, loss: 0.4036, grad_norm: 6.9814
2022-08-13 04:26:32,191 - mmdet - INFO - Epoch [4][1600/6400] lr: 2.376e-06, eta: 15:30:40, time: 0.992, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0760, loss_cls: 0.1459, acc: 94.0391, loss_bbox: 0.1423, loss: 0.3808, grad_norm: 7.2708
2022-08-13 04:27:22,759 - mmdet - INFO - Epoch [4][1650/6400] lr: 2.376e-06, eta: 15:29:53, time: 1.011, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0998, loss_cls: 0.1834, acc: 93.0371, loss_bbox: 0.1439, loss: 0.4611, grad_norm: 9.4965
2022-08-13 04:28:14,884 - mmdet - INFO - Epoch [4][1700/6400] lr: 2.376e-06, eta: 15:29:09, time: 1.043, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0714, loss_cls: 0.1374, acc: 94.8633, loss_bbox: 0.1343, loss: 0.3638, grad_norm: 7.2688
2022-08-13 04:29:06,763 - mmdet - INFO - Epoch [4][1750/6400] lr: 2.376e-06, eta: 15:28:24, time: 1.038, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0713, loss_cls: 0.1492, acc: 93.9629, loss_bbox: 0.1348, loss: 0.3723, grad_norm: 6.7832
2022-08-13 04:29:55,801 - mmdet - INFO - Epoch [4][1800/6400] lr: 2.376e-06, eta: 15:27:32, time: 0.981, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0531, loss_cls: 0.1575, acc: 93.7090, loss_bbox: 0.1403, loss: 0.3727, grad_norm: 7.3243
2022-08-13 04:30:44,132 - mmdet - INFO - Epoch [4][1850/6400] lr: 2.376e-06, eta: 15:26:38, time: 0.967, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0678, loss_cls: 0.1530, acc: 94.1426, loss_bbox: 0.1293, loss: 0.3787, grad_norm: 7.3827
2022-08-13 04:31:34,278 - mmdet - INFO - Epoch [4][1900/6400] lr: 2.376e-06, eta: 15:25:49, time: 1.003, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0987, loss_cls: 0.1526, acc: 93.8691, loss_bbox: 0.1437, loss: 0.4164, grad_norm: 8.2021
2022-08-13 04:32:21,014 - mmdet - INFO - Epoch [4][1950/6400] lr: 2.376e-06, eta: 15:24:51, time: 0.935, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0910, loss_cls: 0.1521, acc: 94.1445, loss_bbox: 0.1329, loss: 0.3938, grad_norm: 7.4949
2022-08-13 04:33:14,238 - mmdet - INFO - Epoch [4][2000/6400] lr: 2.376e-06, eta: 15:24:10, time: 1.064, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0776, loss_cls: 0.1719, acc: 93.2070, loss_bbox: 0.1428, loss: 0.4114, grad_norm: 7.2258
2022-08-13 04:34:05,487 - mmdet - INFO - Epoch [4][2050/6400] lr: 2.376e-06, eta: 15:23:24, time: 1.025, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0837, loss_cls: 0.1537, acc: 93.8574, loss_bbox: 0.1332, loss: 0.3870, grad_norm: 6.9063
2022-08-13 04:34:53,027 - mmdet - INFO - Epoch [4][2100/6400] lr: 2.376e-06, eta: 15:22:28, time: 0.951, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0804, loss_cls: 0.1620, acc: 93.5508, loss_bbox: 0.1663, loss: 0.4369, grad_norm: 7.5882
2022-08-13 04:35:40,114 - mmdet - INFO - Epoch [4][2150/6400] lr: 2.376e-06, eta: 15:21:31, time: 0.942, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0875, loss_cls: 0.1529, acc: 94.1152, loss_bbox: 0.1329, loss: 0.3962, grad_norm: 7.3195
2022-08-13 04:36:29,191 - mmdet - INFO - Epoch [4][2200/6400] lr: 2.376e-06, eta: 15:20:39, time: 0.982, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0679, loss_cls: 0.1607, acc: 93.7012, loss_bbox: 0.1536, loss: 0.4052, grad_norm: 7.1636
2022-08-13 04:37:16,167 - mmdet - INFO - Epoch [4][2250/6400] lr: 2.376e-06, eta: 15:19:42, time: 0.940, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0689, loss_cls: 0.1551, acc: 94.1484, loss_bbox: 0.1435, loss: 0.3917, grad_norm: 7.2933
2022-08-13 04:38:04,998 - mmdet - INFO - Epoch [4][2300/6400] lr: 2.376e-06, eta: 15:18:49, time: 0.977, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0648, loss_cls: 0.1490, acc: 94.0938, loss_bbox: 0.1158, loss: 0.3501, grad_norm: 7.0078
2022-08-13 04:38:52,829 - mmdet - INFO - Epoch [4][2350/6400] lr: 2.376e-06, eta: 15:17:54, time: 0.957, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0884, loss_cls: 0.1707, acc: 93.5039, loss_bbox: 0.1423, loss: 0.4185, grad_norm: 7.1960
2022-08-13 04:39:40,971 - mmdet - INFO - Epoch [4][2400/6400] lr: 2.376e-06, eta: 15:17:00, time: 0.963, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0597, loss_cls: 0.1654, acc: 93.6562, loss_bbox: 0.1389, loss: 0.3885, grad_norm: 7.2794
2022-08-13 04:40:28,309 - mmdet - INFO - Epoch [4][2450/6400] lr: 2.376e-06, eta: 15:16:04, time: 0.947, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0973, loss_cls: 0.1712, acc: 93.3340, loss_bbox: 0.1242, loss: 0.4196, grad_norm: 7.9725
2022-08-13 04:41:15,312 - mmdet - INFO - Epoch [4][2500/6400] lr: 2.376e-06, eta: 15:15:07, time: 0.940, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0584, loss_cls: 0.1423, acc: 94.2441, loss_bbox: 0.1271, loss: 0.3444, grad_norm: 6.4176
2022-08-13 04:42:03,541 - mmdet - INFO - Epoch [4][2550/6400] lr: 2.376e-06, eta: 15:14:13, time: 0.965, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.1043, loss_cls: 0.1687, acc: 93.4258, loss_bbox: 0.1405, loss: 0.4377, grad_norm: 7.9071
2022-08-13 04:42:52,901 - mmdet - INFO - Epoch [4][2600/6400] lr: 2.376e-06, eta: 15:13:22, time: 0.987, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0882, loss_cls: 0.1631, acc: 93.2480, loss_bbox: 0.1584, loss: 0.4294, grad_norm: 7.8484
2022-08-13 04:43:39,987 - mmdet - INFO - Epoch [4][2650/6400] lr: 2.376e-06, eta: 15:12:25, time: 0.942, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0675, loss_cls: 0.1431, acc: 94.5176, loss_bbox: 0.1310, loss: 0.3635, grad_norm: 6.6537
2022-08-13 04:44:27,598 - mmdet - INFO - Epoch [4][2700/6400] lr: 2.376e-06, eta: 15:11:30, time: 0.952, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0843, loss_cls: 0.1659, acc: 93.5469, loss_bbox: 0.1394, loss: 0.4112, grad_norm: 8.0570
2022-08-13 04:45:33,482 - mmdet - INFO - Epoch [4][2750/6400] lr: 2.376e-06, eta: 15:11:20, time: 1.318, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0613, loss_cls: 0.1420, acc: 94.4844, loss_bbox: 0.1255, loss: 0.3457, grad_norm: 6.6316
2022-08-13 04:46:21,587 - mmdet - INFO - Epoch [4][2800/6400] lr: 2.376e-06, eta: 15:10:26, time: 0.962, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0655, loss_cls: 0.1326, acc: 94.8359, loss_bbox: 0.1256, loss: 0.3531, grad_norm: 7.5097
2022-08-13 04:47:10,294 - mmdet - INFO - Epoch [4][2850/6400] lr: 2.376e-06, eta: 15:09:33, time: 0.974, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0748, loss_cls: 0.1633, acc: 93.5742, loss_bbox: 0.1331, loss: 0.3978, grad_norm: 7.8732
2022-08-13 04:48:00,264 - mmdet - INFO - Epoch [4][2900/6400] lr: 2.376e-06, eta: 15:08:44, time: 0.999, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0741, loss_cls: 0.1785, acc: 93.1875, loss_bbox: 0.1362, loss: 0.4174, grad_norm: 7.5626
2022-08-13 04:48:48,786 - mmdet - INFO - Epoch [4][2950/6400] lr: 2.376e-06, eta: 15:07:51, time: 0.970, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0577, loss_cls: 0.1511, acc: 94.0879, loss_bbox: 0.1335, loss: 0.3610, grad_norm: 6.9248
2022-08-13 04:49:36,475 - mmdet - INFO - Epoch [4][3000/6400] lr: 2.376e-06, eta: 15:06:56, time: 0.954, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0719, loss_cls: 0.1610, acc: 93.6973, loss_bbox: 0.1457, loss: 0.3971, grad_norm: 7.4695
2022-08-13 04:50:23,313 - mmdet - INFO - Epoch [4][3050/6400] lr: 2.376e-06, eta: 15:05:58, time: 0.937, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0576, loss_cls: 0.1604, acc: 93.7461, loss_bbox: 0.1383, loss: 0.3744, grad_norm: 7.5203
2022-08-13 04:51:10,270 - mmdet - INFO - Epoch [4][3100/6400] lr: 2.376e-06, eta: 15:05:02, time: 0.939, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0696, loss_cls: 0.1511, acc: 94.0625, loss_bbox: 0.1292, loss: 0.3681, grad_norm: 7.0590
2022-08-13 04:51:58,127 - mmdet - INFO - Epoch [4][3150/6400] lr: 2.376e-06, eta: 15:04:07, time: 0.957, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0672, loss_cls: 0.1349, acc: 94.8184, loss_bbox: 0.1264, loss: 0.3552, grad_norm: 7.0803
2022-08-13 04:52:47,708 - mmdet - INFO - Epoch [4][3200/6400] lr: 2.376e-06, eta: 15:03:17, time: 0.992, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0703, loss_cls: 0.1416, acc: 94.5645, loss_bbox: 0.1340, loss: 0.3691, grad_norm: 7.2771
2022-08-13 04:53:34,511 - mmdet - INFO - Epoch [4][3250/6400] lr: 2.376e-06, eta: 15:02:19, time: 0.936, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0588, loss_cls: 0.1376, acc: 94.5195, loss_bbox: 0.1296, loss: 0.3457, grad_norm: 7.2529
2022-08-13 04:54:21,839 - mmdet - INFO - Epoch [4][3300/6400] lr: 2.376e-06, eta: 15:01:24, time: 0.947, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0637, loss_cls: 0.1515, acc: 93.8418, loss_bbox: 0.1373, loss: 0.3768, grad_norm: 7.4653
2022-08-13 04:55:32,285 - mmdet - INFO - Epoch [4][3350/6400] lr: 2.376e-06, eta: 15:01:24, time: 1.409, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0795, loss_cls: 0.1609, acc: 93.6191, loss_bbox: 0.1387, loss: 0.4016, grad_norm: 7.4074
2022-08-13 04:56:20,947 - mmdet - INFO - Epoch [4][3400/6400] lr: 2.376e-06, eta: 15:00:31, time: 0.973, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0724, loss_cls: 0.1359, acc: 94.5410, loss_bbox: 0.1304, loss: 0.3552, grad_norm: 7.0932
2022-08-13 04:57:16,030 - mmdet - INFO - Epoch [4][3450/6400] lr: 2.376e-06, eta: 14:59:54, time: 1.102, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0686, loss_cls: 0.1471, acc: 94.0430, loss_bbox: 0.1295, loss: 0.3641, grad_norm: 7.5899
2022-08-13 04:58:07,486 - mmdet - INFO - Epoch [4][3500/6400] lr: 2.376e-06, eta: 14:59:07, time: 1.029, data_time: 0.010, memory: 28890, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0933, loss_cls: 0.1769, acc: 92.7559, loss_bbox: 0.1507, loss: 0.4472, grad_norm: 8.7474
2022-08-13 04:58:54,640 - mmdet - INFO - Epoch [4][3550/6400] lr: 2.376e-06, eta: 14:58:11, time: 0.943, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0665, loss_cls: 0.1415, acc: 94.3301, loss_bbox: 0.1218, loss: 0.3515, grad_norm: 6.7598
2022-08-13 04:59:42,228 - mmdet - INFO - Epoch [4][3600/6400] lr: 2.376e-06, eta: 14:57:16, time: 0.952, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0653, loss_cls: 0.1618, acc: 93.8848, loss_bbox: 0.1384, loss: 0.3845, grad_norm: 7.4798
2022-08-13 05:00:33,638 - mmdet - INFO - Epoch [4][3650/6400] lr: 2.376e-06, eta: 14:56:30, time: 1.028, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0630, loss_cls: 0.1538, acc: 93.7812, loss_bbox: 0.1435, loss: 0.3804, grad_norm: 7.1187
2022-08-13 05:01:23,120 - mmdet - INFO - Epoch [4][3700/6400] lr: 2.376e-06, eta: 14:55:39, time: 0.990, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0816, loss_cls: 0.1578, acc: 93.9219, loss_bbox: 0.1314, loss: 0.3915, grad_norm: 7.4955
2022-08-13 05:02:11,552 - mmdet - INFO - Epoch [4][3750/6400] lr: 2.376e-06, eta: 14:54:46, time: 0.969, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0505, loss_cls: 0.1561, acc: 93.7441, loss_bbox: 0.1330, loss: 0.3612, grad_norm: 7.2757
2022-08-13 05:02:59,201 - mmdet - INFO - Epoch [4][3800/6400] lr: 2.376e-06, eta: 14:53:51, time: 0.953, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0644, loss_cls: 0.1567, acc: 93.7031, loss_bbox: 0.1396, loss: 0.3826, grad_norm: 7.3287
2022-08-13 05:03:47,692 - mmdet - INFO - Epoch [4][3850/6400] lr: 2.376e-06, eta: 14:52:58, time: 0.970, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0648, loss_cls: 0.1711, acc: 93.2676, loss_bbox: 0.1405, loss: 0.3960, grad_norm: 7.5473
2022-08-13 05:04:38,661 - mmdet - INFO - Epoch [4][3900/6400] lr: 2.376e-06, eta: 14:52:11, time: 1.019, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0620, loss_cls: 0.1688, acc: 93.2031, loss_bbox: 0.1498, loss: 0.4055, grad_norm: 7.8232
2022-08-13 05:05:26,681 - mmdet - INFO - Epoch [4][3950/6400] lr: 2.376e-06, eta: 14:51:17, time: 0.960, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0589, loss_cls: 0.1461, acc: 94.3633, loss_bbox: 0.1349, loss: 0.3614, grad_norm: 7.2335
2022-08-13 05:06:15,819 - mmdet - INFO - Epoch [4][4000/6400] lr: 2.376e-06, eta: 14:50:25, time: 0.983, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0711, loss_cls: 0.1674, acc: 93.4668, loss_bbox: 0.1526, loss: 0.4143, grad_norm: 8.6541
2022-08-13 05:07:03,830 - mmdet - INFO - Epoch [4][4050/6400] lr: 2.376e-06, eta: 14:49:31, time: 0.960, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0887, loss_cls: 0.1634, acc: 93.5918, loss_bbox: 0.1398, loss: 0.4128, grad_norm: 8.0221
2022-08-13 05:07:59,287 - mmdet - INFO - Epoch [4][4100/6400] lr: 2.376e-06, eta: 14:48:54, time: 1.109, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0658, loss_cls: 0.1583, acc: 93.8008, loss_bbox: 0.1380, loss: 0.3823, grad_norm: 7.0416
2022-08-13 05:08:47,213 - mmdet - INFO - Epoch [4][4150/6400] lr: 2.376e-06, eta: 14:48:00, time: 0.959, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0618, loss_cls: 0.1463, acc: 94.2031, loss_bbox: 0.1328, loss: 0.3576, grad_norm: 7.5386
2022-08-13 05:09:36,598 - mmdet - INFO - Epoch [4][4200/6400] lr: 2.376e-06, eta: 14:47:09, time: 0.988, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0832, loss_cls: 0.1643, acc: 93.4551, loss_bbox: 0.1512, loss: 0.4204, grad_norm: 8.1732
2022-08-13 05:10:23,525 - mmdet - INFO - Epoch [4][4250/6400] lr: 2.376e-06, eta: 14:46:13, time: 0.939, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0613, loss_cls: 0.1474, acc: 94.2090, loss_bbox: 0.1275, loss: 0.3557, grad_norm: 7.2845
2022-08-13 05:11:10,489 - mmdet - INFO - Epoch [4][4300/6400] lr: 2.376e-06, eta: 14:45:16, time: 0.939, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0645, loss_cls: 0.1770, acc: 93.8086, loss_bbox: 0.1216, loss: 0.3925, grad_norm: 7.9737
2022-08-13 05:11:58,299 - mmdet - INFO - Epoch [4][4350/6400] lr: 2.376e-06, eta: 14:44:22, time: 0.956, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0899, loss_cls: 0.1489, acc: 93.9492, loss_bbox: 0.1409, loss: 0.4007, grad_norm: 7.7226
2022-08-13 05:12:45,192 - mmdet - INFO - Epoch [4][4400/6400] lr: 2.376e-06, eta: 14:43:25, time: 0.938, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0744, loss_cls: 0.1522, acc: 93.7383, loss_bbox: 0.1527, loss: 0.3950, grad_norm: 7.6273
2022-08-13 05:13:32,053 - mmdet - INFO - Epoch [4][4450/6400] lr: 2.376e-06, eta: 14:42:29, time: 0.937, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0822, loss_cls: 0.1735, acc: 92.9727, loss_bbox: 0.1637, loss: 0.4418, grad_norm: 8.5291
2022-08-13 05:14:19,602 - mmdet - INFO - Epoch [4][4500/6400] lr: 2.376e-06, eta: 14:41:34, time: 0.951, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0709, loss_cls: 0.1799, acc: 92.9316, loss_bbox: 0.1616, loss: 0.4439, grad_norm: 7.8776
2022-08-13 05:15:10,813 - mmdet - INFO - Epoch [4][4550/6400] lr: 2.376e-06, eta: 14:40:47, time: 1.024, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0871, loss_cls: 0.1708, acc: 93.1934, loss_bbox: 0.1381, loss: 0.4300, grad_norm: 7.7714
2022-08-13 05:16:02,533 - mmdet - INFO - Epoch [4][4600/6400] lr: 2.376e-06, eta: 14:40:02, time: 1.034, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0867, loss_cls: 0.1414, acc: 94.2559, loss_bbox: 0.1344, loss: 0.3853, grad_norm: 6.6297
2022-08-13 05:16:49,642 - mmdet - INFO - Epoch [4][4650/6400] lr: 2.376e-06, eta: 14:39:06, time: 0.942, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0893, loss_cls: 0.1575, acc: 93.6270, loss_bbox: 0.1476, loss: 0.4185, grad_norm: 7.6538
2022-08-13 05:17:45,290 - mmdet - INFO - Epoch [4][4700/6400] lr: 2.376e-06, eta: 14:38:29, time: 1.113, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0829, loss_cls: 0.1708, acc: 93.4492, loss_bbox: 0.1491, loss: 0.4285, grad_norm: 7.7174
2022-08-13 05:18:33,198 - mmdet - INFO - Epoch [4][4750/6400] lr: 2.376e-06, eta: 14:37:35, time: 0.958, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0656, loss_cls: 0.1626, acc: 93.4961, loss_bbox: 0.1407, loss: 0.3964, grad_norm: 7.3012
2022-08-13 05:19:24,233 - mmdet - INFO - Epoch [4][4800/6400] lr: 2.376e-06, eta: 14:36:48, time: 1.021, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0705, loss_cls: 0.1627, acc: 93.4609, loss_bbox: 0.1419, loss: 0.3966, grad_norm: 7.4395
2022-08-13 05:20:11,436 - mmdet - INFO - Epoch [4][4850/6400] lr: 2.376e-06, eta: 14:35:52, time: 0.944, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0698, loss_cls: 0.1500, acc: 94.0957, loss_bbox: 0.1337, loss: 0.3715, grad_norm: 8.0996
2022-08-13 05:20:58,357 - mmdet - INFO - Epoch [4][4900/6400] lr: 2.376e-06, eta: 14:34:56, time: 0.938, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0674, loss_cls: 0.1616, acc: 93.5703, loss_bbox: 0.1384, loss: 0.3853, grad_norm: 7.5534
2022-08-13 05:21:45,297 - mmdet - INFO - Epoch [4][4950/6400] lr: 2.376e-06, eta: 14:34:00, time: 0.939, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0690, loss_cls: 0.1651, acc: 93.5996, loss_bbox: 0.1400, loss: 0.3966, grad_norm: 7.9743
2022-08-13 05:22:33,307 - mmdet - INFO - Epoch [4][5000/6400] lr: 2.376e-06, eta: 14:33:07, time: 0.960, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0970, loss_cls: 0.1650, acc: 93.5371, loss_bbox: 0.1363, loss: 0.4195, grad_norm: 7.6338
2022-08-13 05:23:23,205 - mmdet - INFO - Epoch [4][5050/6400] lr: 2.376e-06, eta: 14:32:17, time: 0.998, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0683, loss_cls: 0.1561, acc: 93.7344, loss_bbox: 0.1500, loss: 0.3888, grad_norm: 7.0645
2022-08-13 05:24:10,776 - mmdet - INFO - Epoch [4][5100/6400] lr: 2.376e-06, eta: 14:31:22, time: 0.951, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0655, loss_cls: 0.1641, acc: 93.4531, loss_bbox: 0.1296, loss: 0.3824, grad_norm: 7.2925
2022-08-13 05:24:57,634 - mmdet - INFO - Epoch [4][5150/6400] lr: 2.376e-06, eta: 14:30:26, time: 0.937, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0539, loss_cls: 0.1402, acc: 94.5625, loss_bbox: 0.1265, loss: 0.3366, grad_norm: 6.2912
2022-08-13 05:25:45,395 - mmdet - INFO - Epoch [4][5200/6400] lr: 2.376e-06, eta: 14:29:32, time: 0.955, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0627, loss_cls: 0.1377, acc: 94.4453, loss_bbox: 0.1275, loss: 0.3485, grad_norm: 7.1886
2022-08-13 05:26:35,803 - mmdet - INFO - Epoch [4][5250/6400] lr: 2.376e-06, eta: 14:28:44, time: 1.008, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0861, loss_cls: 0.1762, acc: 92.8340, loss_bbox: 0.1403, loss: 0.4183, grad_norm: 7.5814
2022-08-13 05:27:22,651 - mmdet - INFO - Epoch [4][5300/6400] lr: 2.376e-06, eta: 14:27:48, time: 0.937, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0799, loss_cls: 0.1591, acc: 93.7871, loss_bbox: 0.1394, loss: 0.3966, grad_norm: 7.8348
2022-08-13 05:28:11,436 - mmdet - INFO - Epoch [4][5350/6400] lr: 2.376e-06, eta: 14:26:56, time: 0.976, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0784, loss_cls: 0.1635, acc: 93.5098, loss_bbox: 0.1344, loss: 0.3973, grad_norm: 7.4730
2022-08-13 05:28:58,406 - mmdet - INFO - Epoch [4][5400/6400] lr: 2.376e-06, eta: 14:26:00, time: 0.939, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0687, loss_cls: 0.1668, acc: 93.5098, loss_bbox: 0.1362, loss: 0.3903, grad_norm: 7.2356
2022-08-13 05:29:46,269 - mmdet - INFO - Epoch [4][5450/6400] lr: 2.376e-06, eta: 14:25:06, time: 0.957, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0705, loss_cls: 0.1691, acc: 93.4102, loss_bbox: 0.1491, loss: 0.4147, grad_norm: 7.7630
2022-08-13 05:30:35,748 - mmdet - INFO - Epoch [4][5500/6400] lr: 2.376e-06, eta: 14:24:16, time: 0.990, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0741, loss_cls: 0.1605, acc: 93.7910, loss_bbox: 0.1400, loss: 0.3931, grad_norm: 7.0239
2022-08-13 05:31:23,794 - mmdet - INFO - Epoch [4][5550/6400] lr: 2.376e-06, eta: 14:23:22, time: 0.961, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0658, loss_cls: 0.1611, acc: 93.3906, loss_bbox: 0.1370, loss: 0.3828, grad_norm: 6.7072
2022-08-13 05:32:10,702 - mmdet - INFO - Epoch [4][5600/6400] lr: 2.376e-06, eta: 14:22:27, time: 0.938, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0605, loss_cls: 0.1495, acc: 94.1680, loss_bbox: 0.1336, loss: 0.3732, grad_norm: 7.8784
2022-08-13 05:32:57,662 - mmdet - INFO - Epoch [4][5650/6400] lr: 2.376e-06, eta: 14:21:31, time: 0.939, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0605, loss_cls: 0.1423, acc: 94.5898, loss_bbox: 0.1142, loss: 0.3347, grad_norm: 6.9968
2022-08-13 05:33:47,721 - mmdet - INFO - Epoch [4][5700/6400] lr: 2.376e-06, eta: 14:20:42, time: 1.001, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0866, loss_cls: 0.1580, acc: 93.7832, loss_bbox: 0.1470, loss: 0.4105, grad_norm: 7.3165
2022-08-13 05:34:35,340 - mmdet - INFO - Epoch [4][5750/6400] lr: 2.376e-06, eta: 14:19:48, time: 0.952, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0676, loss_cls: 0.1381, acc: 94.3574, loss_bbox: 0.1264, loss: 0.3485, grad_norm: 7.1436
2022-08-13 05:35:23,792 - mmdet - INFO - Epoch [4][5800/6400] lr: 2.376e-06, eta: 14:18:55, time: 0.969, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0686, loss_cls: 0.1564, acc: 93.9258, loss_bbox: 0.1260, loss: 0.3708, grad_norm: 6.9693
2022-08-13 05:36:11,962 - mmdet - INFO - Epoch [4][5850/6400] lr: 2.376e-06, eta: 14:18:02, time: 0.963, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0730, loss_cls: 0.1522, acc: 93.9238, loss_bbox: 0.1350, loss: 0.3781, grad_norm: 7.4876
2022-08-13 05:36:58,868 - mmdet - INFO - Epoch [4][5900/6400] lr: 2.376e-06, eta: 14:17:07, time: 0.938, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0654, loss_cls: 0.1600, acc: 93.5020, loss_bbox: 0.1515, loss: 0.3969, grad_norm: 7.3734
2022-08-13 05:37:46,738 - mmdet - INFO - Epoch [4][5950/6400] lr: 2.376e-06, eta: 14:16:13, time: 0.957, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0627, loss_cls: 0.1469, acc: 94.2188, loss_bbox: 0.1216, loss: 0.3496, grad_norm: 7.3992
2022-08-13 05:38:34,302 - mmdet - INFO - Epoch [4][6000/6400] lr: 2.376e-06, eta: 14:15:19, time: 0.951, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0663, loss_cls: 0.1462, acc: 94.2871, loss_bbox: 0.1261, loss: 0.3567, grad_norm: 6.8158
2022-08-13 05:39:24,204 - mmdet - INFO - Epoch [4][6050/6400] lr: 2.376e-06, eta: 14:14:30, time: 0.998, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0572, loss_cls: 0.1471, acc: 94.1699, loss_bbox: 0.1418, loss: 0.3661, grad_norm: 6.5862
2022-08-13 05:40:12,607 - mmdet - INFO - Epoch [4][6100/6400] lr: 2.376e-06, eta: 14:13:37, time: 0.968, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0509, loss_cls: 0.1328, acc: 94.7129, loss_bbox: 0.1274, loss: 0.3360, grad_norm: 6.1610
2022-08-13 05:40:59,660 - mmdet - INFO - Epoch [4][6150/6400] lr: 2.376e-06, eta: 14:12:42, time: 0.941, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0770, loss_cls: 0.1474, acc: 94.0703, loss_bbox: 0.1378, loss: 0.3843, grad_norm: 8.5944
2022-08-13 05:41:46,551 - mmdet - INFO - Epoch [4][6200/6400] lr: 2.376e-06, eta: 14:11:47, time: 0.938, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0692, loss_cls: 0.1706, acc: 93.2637, loss_bbox: 0.1403, loss: 0.4118, grad_norm: 8.3728
2022-08-13 05:42:34,655 - mmdet - INFO - Epoch [4][6250/6400] lr: 2.376e-06, eta: 14:10:54, time: 0.962, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0653, loss_cls: 0.1347, acc: 94.7617, loss_bbox: 0.1209, loss: 0.3378, grad_norm: 6.7373
2022-08-13 05:43:23,327 - mmdet - INFO - Epoch [4][6300/6400] lr: 2.376e-06, eta: 14:10:02, time: 0.973, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0904, loss_cls: 0.1651, acc: 93.7266, loss_bbox: 0.1275, loss: 0.4057, grad_norm: 7.4521
2022-08-13 05:44:12,044 - mmdet - INFO - Epoch [4][6350/6400] lr: 2.376e-06, eta: 14:09:10, time: 0.974, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0581, loss_cls: 0.1424, acc: 94.4453, loss_bbox: 0.1248, loss: 0.3479, grad_norm: 6.6514
2022-08-13 05:45:00,230 - mmdet - INFO - Epoch [4][6400/6400] lr: 2.376e-06, eta: 14:08:17, time: 0.964, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0604, loss_cls: 0.1419, acc: 94.3125, loss_bbox: 0.1321, loss: 0.3500, grad_norm: 6.9079
2022-08-13 05:45:00,696 - mmdet - INFO - Saving checkpoint at 4 epochs
2022-08-13 05:46:19,858 - mmdet - INFO - Epoch [5][50/6400] lr: 2.376e-06, eta: 14:08:22, time: 1.535, data_time: 0.605, memory: 28890, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0631, loss_cls: 0.1566, acc: 93.6836, loss_bbox: 0.1473, loss: 0.3897, grad_norm: 7.5849
2022-08-13 05:47:08,086 - mmdet - INFO - Epoch [5][100/6400] lr: 2.376e-06, eta: 14:07:29, time: 0.965, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0663, loss_cls: 0.1509, acc: 93.8574, loss_bbox: 0.1343, loss: 0.3667, grad_norm: 7.4172
2022-08-13 05:47:58,102 - mmdet - INFO - Epoch [5][150/6400] lr: 2.376e-06, eta: 14:06:40, time: 1.000, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0858, loss_cls: 0.1523, acc: 93.7207, loss_bbox: 0.1333, loss: 0.3888, grad_norm: 7.0619
2022-08-13 05:48:46,389 - mmdet - INFO - Epoch [5][200/6400] lr: 2.376e-06, eta: 14:05:47, time: 0.966, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0627, loss_cls: 0.1415, acc: 94.3965, loss_bbox: 0.1313, loss: 0.3526, grad_norm: 7.5626
2022-08-13 05:49:33,223 - mmdet - INFO - Epoch [5][250/6400] lr: 2.376e-06, eta: 14:04:51, time: 0.937, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0670, loss_cls: 0.1528, acc: 94.3848, loss_bbox: 0.1285, loss: 0.3680, grad_norm: 7.3984
2022-08-13 05:50:20,151 - mmdet - INFO - Epoch [5][300/6400] lr: 2.376e-06, eta: 14:03:56, time: 0.939, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0864, loss_cls: 0.1398, acc: 94.5234, loss_bbox: 0.1453, loss: 0.3866, grad_norm: 7.3028
2022-08-13 05:51:18,178 - mmdet - INFO - Epoch [5][350/6400] lr: 2.376e-06, eta: 14:03:23, time: 1.161, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0708, loss_cls: 0.1287, acc: 94.8906, loss_bbox: 0.1159, loss: 0.3298, grad_norm: 6.2543
2022-08-13 05:52:06,208 - mmdet - INFO - Epoch [5][400/6400] lr: 2.376e-06, eta: 14:02:29, time: 0.961, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0577, loss_cls: 0.1226, acc: 94.9141, loss_bbox: 0.1119, loss: 0.3037, grad_norm: 6.1982
2022-08-13 05:52:54,680 - mmdet - INFO - Epoch [5][450/6400] lr: 2.376e-06, eta: 14:01:37, time: 0.969, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0604, loss_cls: 0.1560, acc: 93.6895, loss_bbox: 0.1446, loss: 0.3776, grad_norm: 7.5464
2022-08-13 05:53:42,399 - mmdet - INFO - Epoch [5][500/6400] lr: 2.376e-06, eta: 14:00:44, time: 0.954, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0764, loss_cls: 0.1668, acc: 93.8398, loss_bbox: 0.1280, loss: 0.3868, grad_norm: 7.0485
2022-08-13 05:54:30,644 - mmdet - INFO - Epoch [5][550/6400] lr: 2.376e-06, eta: 13:59:51, time: 0.965, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0769, loss_cls: 0.1509, acc: 94.0957, loss_bbox: 0.1220, loss: 0.3714, grad_norm: 6.7601
2022-08-13 05:55:18,724 - mmdet - INFO - Epoch [5][600/6400] lr: 2.376e-06, eta: 13:58:58, time: 0.962, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0683, loss_cls: 0.1439, acc: 93.9727, loss_bbox: 0.1234, loss: 0.3503, grad_norm: 6.6451
2022-08-13 05:56:05,580 - mmdet - INFO - Epoch [5][650/6400] lr: 2.376e-06, eta: 13:58:03, time: 0.937, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0584, loss_cls: 0.1412, acc: 94.4004, loss_bbox: 0.1352, loss: 0.3551, grad_norm: 7.3478
2022-08-13 05:57:00,382 - mmdet - INFO - Epoch [5][700/6400] lr: 2.376e-06, eta: 13:57:23, time: 1.096, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0764, loss_cls: 0.1445, acc: 94.2266, loss_bbox: 0.1373, loss: 0.3847, grad_norm: 7.4838
2022-08-13 05:57:47,301 - mmdet - INFO - Epoch [5][750/6400] lr: 2.376e-06, eta: 13:56:27, time: 0.938, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0657, loss_cls: 0.1219, acc: 95.3496, loss_bbox: 0.1175, loss: 0.3242, grad_norm: 6.7495
2022-08-13 05:58:44,657 - mmdet - INFO - Epoch [5][800/6400] lr: 2.376e-06, eta: 13:55:52, time: 1.147, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0653, loss_cls: 0.1626, acc: 93.3691, loss_bbox: 0.1346, loss: 0.3813, grad_norm: 7.3627
2022-08-13 05:59:31,430 - mmdet - INFO - Epoch [5][850/6400] lr: 2.376e-06, eta: 13:54:57, time: 0.935, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0647, loss_cls: 0.1473, acc: 94.0781, loss_bbox: 0.1367, loss: 0.3682, grad_norm: 7.2007
2022-08-13 06:00:18,413 - mmdet - INFO - Epoch [5][900/6400] lr: 2.376e-06, eta: 13:54:02, time: 0.940, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0692, loss_cls: 0.1507, acc: 93.9375, loss_bbox: 0.1275, loss: 0.3601, grad_norm: 6.7095
2022-08-13 06:01:06,180 - mmdet - INFO - Epoch [5][950/6400] lr: 2.376e-06, eta: 13:53:08, time: 0.955, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0804, loss_cls: 0.1362, acc: 94.6016, loss_bbox: 0.1247, loss: 0.3632, grad_norm: 7.3554
2022-08-13 06:01:53,798 - mmdet - INFO - Epoch [5][1000/6400] lr: 2.376e-06, eta: 13:52:15, time: 0.952, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0833, loss_cls: 0.1578, acc: 94.0664, loss_bbox: 0.1427, loss: 0.4007, grad_norm: 7.1297
2022-08-13 06:02:40,786 - mmdet - INFO - Epoch [5][1050/6400] lr: 2.376e-06, eta: 13:51:20, time: 0.940, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0615, loss_cls: 0.1429, acc: 94.3398, loss_bbox: 0.1258, loss: 0.3484, grad_norm: 7.0531
2022-08-13 06:03:27,613 - mmdet - INFO - Epoch [5][1100/6400] lr: 2.376e-06, eta: 13:50:24, time: 0.937, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0649, loss_cls: 0.1419, acc: 94.2598, loss_bbox: 0.1245, loss: 0.3546, grad_norm: 6.5218
2022-08-13 06:04:14,459 - mmdet - INFO - Epoch [5][1150/6400] lr: 2.376e-06, eta: 13:49:29, time: 0.937, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0515, loss_cls: 0.1254, acc: 94.9395, loss_bbox: 0.1021, loss: 0.2951, grad_norm: 6.5769
2022-08-13 06:05:01,314 - mmdet - INFO - Epoch [5][1200/6400] lr: 2.376e-06, eta: 13:48:34, time: 0.937, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0823, loss_cls: 0.1423, acc: 94.2305, loss_bbox: 0.1302, loss: 0.3708, grad_norm: 7.4108
2022-08-13 06:05:48,159 - mmdet - INFO - Epoch [5][1250/6400] lr: 2.376e-06, eta: 13:47:39, time: 0.937, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0560, loss_cls: 0.1368, acc: 94.2871, loss_bbox: 0.1220, loss: 0.3306, grad_norm: 6.6806
2022-08-13 06:06:44,595 - mmdet - INFO - Epoch [5][1300/6400] lr: 2.376e-06, eta: 13:47:02, time: 1.129, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0720, loss_cls: 0.1278, acc: 94.7969, loss_bbox: 0.1253, loss: 0.3358, grad_norm: 6.5581
2022-08-13 06:07:32,355 - mmdet - INFO - Epoch [5][1350/6400] lr: 2.376e-06, eta: 13:46:09, time: 0.955, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0818, loss_cls: 0.1562, acc: 93.9609, loss_bbox: 0.1219, loss: 0.3986, grad_norm: 7.5324
2022-08-13 06:08:19,875 - mmdet - INFO - Epoch [5][1400/6400] lr: 2.376e-06, eta: 13:45:15, time: 0.950, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0766, loss_cls: 0.1501, acc: 94.0059, loss_bbox: 0.1233, loss: 0.3720, grad_norm: 6.7078
2022-08-13 06:09:08,037 - mmdet - INFO - Epoch [5][1450/6400] lr: 2.376e-06, eta: 13:44:22, time: 0.963, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0680, loss_cls: 0.1461, acc: 94.0723, loss_bbox: 0.1243, loss: 0.3513, grad_norm: 7.4706
2022-08-13 06:09:56,395 - mmdet - INFO - Epoch [5][1500/6400] lr: 2.376e-06, eta: 13:43:30, time: 0.967, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0710, loss_cls: 0.1600, acc: 93.7188, loss_bbox: 0.1371, loss: 0.3918, grad_norm: 6.7390
2022-08-13 06:10:43,497 - mmdet - INFO - Epoch [5][1550/6400] lr: 2.376e-06, eta: 13:42:36, time: 0.942, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0532, loss_cls: 0.1478, acc: 94.0293, loss_bbox: 0.1317, loss: 0.3529, grad_norm: 7.1466
2022-08-13 06:11:30,676 - mmdet - INFO - Epoch [5][1600/6400] lr: 2.376e-06, eta: 13:41:41, time: 0.944, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0676, loss_cls: 0.1519, acc: 93.9844, loss_bbox: 0.1334, loss: 0.3713, grad_norm: 7.3808
2022-08-13 06:12:18,122 - mmdet - INFO - Epoch [5][1650/6400] lr: 2.376e-06, eta: 13:40:48, time: 0.949, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0660, loss_cls: 0.1485, acc: 94.1367, loss_bbox: 0.1408, loss: 0.3707, grad_norm: 7.2128
2022-08-13 06:13:05,774 - mmdet - INFO - Epoch [5][1700/6400] lr: 2.376e-06, eta: 13:39:54, time: 0.953, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0823, loss_cls: 0.1541, acc: 93.7168, loss_bbox: 0.1277, loss: 0.3833, grad_norm: 7.8970
2022-08-13 06:13:53,452 - mmdet - INFO - Epoch [5][1750/6400] lr: 2.376e-06, eta: 13:39:01, time: 0.954, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0818, loss_cls: 0.1288, acc: 94.7344, loss_bbox: 0.1141, loss: 0.3432, grad_norm: 6.6205
2022-08-13 06:14:40,338 - mmdet - INFO - Epoch [5][1800/6400] lr: 2.376e-06, eta: 13:38:06, time: 0.938, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0560, loss_cls: 0.1427, acc: 94.2852, loss_bbox: 0.1266, loss: 0.3497, grad_norm: 7.2810
2022-08-13 06:15:27,759 - mmdet - INFO - Epoch [5][1850/6400] lr: 2.376e-06, eta: 13:37:12, time: 0.948, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0844, loss_cls: 0.1577, acc: 93.7715, loss_bbox: 0.1423, loss: 0.4050, grad_norm: 8.7254
2022-08-13 06:16:14,633 - mmdet - INFO - Epoch [5][1900/6400] lr: 2.376e-06, eta: 13:36:18, time: 0.937, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0825, loss_cls: 0.1526, acc: 93.8223, loss_bbox: 0.1348, loss: 0.3885, grad_norm: 7.3905
2022-08-13 06:17:04,632 - mmdet - INFO - Epoch [5][1950/6400] lr: 2.376e-06, eta: 13:35:29, time: 1.000, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0699, loss_cls: 0.1367, acc: 94.5898, loss_bbox: 0.1312, loss: 0.3537, grad_norm: 6.7178
2022-08-13 06:17:51,596 - mmdet - INFO - Epoch [5][2000/6400] lr: 2.376e-06, eta: 13:34:34, time: 0.939, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0627, loss_cls: 0.1335, acc: 94.7988, loss_bbox: 0.1096, loss: 0.3224, grad_norm: 6.3888
2022-08-13 06:18:38,489 - mmdet - INFO - Epoch [5][2050/6400] lr: 2.376e-06, eta: 13:33:39, time: 0.938, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0707, loss_cls: 0.1518, acc: 94.2051, loss_bbox: 0.1507, loss: 0.3880, grad_norm: 7.4315
2022-08-13 06:19:25,467 - mmdet - INFO - Epoch [5][2100/6400] lr: 2.376e-06, eta: 13:32:45, time: 0.940, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0676, loss_cls: 0.1420, acc: 94.4336, loss_bbox: 0.1243, loss: 0.3516, grad_norm: 7.4369
2022-08-13 06:20:13,429 - mmdet - INFO - Epoch [5][2150/6400] lr: 2.376e-06, eta: 13:31:52, time: 0.959, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0614, loss_cls: 0.1316, acc: 94.8027, loss_bbox: 0.1307, loss: 0.3435, grad_norm: 8.2584
2022-08-13 06:21:07,467 - mmdet - INFO - Epoch [5][2200/6400] lr: 2.376e-06, eta: 13:31:10, time: 1.081, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0641, loss_cls: 0.1547, acc: 93.6445, loss_bbox: 0.1342, loss: 0.3708, grad_norm: 7.2026
2022-08-13 06:21:57,889 - mmdet - INFO - Epoch [5][2250/6400] lr: 2.376e-06, eta: 13:30:22, time: 1.008, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0661, loss_cls: 0.1371, acc: 94.3848, loss_bbox: 0.1208, loss: 0.3378, grad_norm: 6.5777
2022-08-13 06:23:01,836 - mmdet - INFO - Epoch [5][2300/6400] lr: 2.376e-06, eta: 13:29:57, time: 1.279, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0985, loss_cls: 0.1449, acc: 94.0859, loss_bbox: 0.1387, loss: 0.4013, grad_norm: 7.1307
2022-08-13 06:23:49,113 - mmdet - INFO - Epoch [5][2350/6400] lr: 2.376e-06, eta: 13:29:04, time: 0.946, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0974, loss_cls: 0.1627, acc: 93.7812, loss_bbox: 0.1464, loss: 0.4285, grad_norm: 9.2771
2022-08-13 06:24:38,450 - mmdet - INFO - Epoch [5][2400/6400] lr: 2.376e-06, eta: 13:28:13, time: 0.987, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0796, loss_cls: 0.1474, acc: 94.0527, loss_bbox: 0.1378, loss: 0.3816, grad_norm: 7.4374
2022-08-13 06:25:25,223 - mmdet - INFO - Epoch [5][2450/6400] lr: 2.376e-06, eta: 13:27:18, time: 0.935, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0740, loss_cls: 0.1408, acc: 94.5000, loss_bbox: 0.1189, loss: 0.3562, grad_norm: 7.1875
2022-08-13 06:26:13,503 - mmdet - INFO - Epoch [5][2500/6400] lr: 2.376e-06, eta: 13:26:26, time: 0.966, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0631, loss_cls: 0.1456, acc: 94.1289, loss_bbox: 0.1269, loss: 0.3582, grad_norm: 7.0545
2022-08-13 06:27:00,262 - mmdet - INFO - Epoch [5][2550/6400] lr: 2.376e-06, eta: 13:25:32, time: 0.935, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0572, loss_cls: 0.1478, acc: 93.9297, loss_bbox: 0.1297, loss: 0.3537, grad_norm: 6.7493
2022-08-13 06:27:47,955 - mmdet - INFO - Epoch [5][2600/6400] lr: 2.376e-06, eta: 13:24:39, time: 0.954, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0811, loss_cls: 0.1497, acc: 94.1289, loss_bbox: 0.1363, loss: 0.3883, grad_norm: 7.2086
2022-08-13 06:28:37,750 - mmdet - INFO - Epoch [5][2650/6400] lr: 2.376e-06, eta: 13:23:49, time: 0.996, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0705, loss_cls: 0.1497, acc: 94.1152, loss_bbox: 0.1250, loss: 0.3664, grad_norm: 6.8011
2022-08-13 06:29:26,000 - mmdet - INFO - Epoch [5][2700/6400] lr: 2.376e-06, eta: 13:22:57, time: 0.965, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0724, loss_cls: 0.1334, acc: 94.4492, loss_bbox: 0.1154, loss: 0.3416, grad_norm: 7.2499
2022-08-13 06:30:18,821 - mmdet - INFO - Epoch [5][2750/6400] lr: 2.376e-06, eta: 13:22:13, time: 1.056, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0544, loss_cls: 0.1442, acc: 94.1973, loss_bbox: 0.1299, loss: 0.3499, grad_norm: 6.5702
2022-08-13 06:31:06,514 - mmdet - INFO - Epoch [5][2800/6400] lr: 2.376e-06, eta: 13:21:20, time: 0.954, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0685, loss_cls: 0.1442, acc: 94.2168, loss_bbox: 0.1399, loss: 0.3694, grad_norm: 7.0317
2022-08-13 06:31:53,352 - mmdet - INFO - Epoch [5][2850/6400] lr: 2.376e-06, eta: 13:20:25, time: 0.937, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0638, loss_cls: 0.1385, acc: 94.4141, loss_bbox: 0.1216, loss: 0.3402, grad_norm: 6.5499
2022-08-13 06:32:40,687 - mmdet - INFO - Epoch [5][2900/6400] lr: 2.376e-06, eta: 13:19:32, time: 0.947, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0744, loss_cls: 0.1433, acc: 94.2539, loss_bbox: 0.1330, loss: 0.3684, grad_norm: 7.2239
2022-08-13 06:33:28,069 - mmdet - INFO - Epoch [5][2950/6400] lr: 2.376e-06, eta: 13:18:38, time: 0.948, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0764, loss_cls: 0.1451, acc: 94.1309, loss_bbox: 0.1475, loss: 0.3879, grad_norm: 7.1683
2022-08-13 06:34:15,014 - mmdet - INFO - Epoch [5][3000/6400] lr: 2.376e-06, eta: 13:17:44, time: 0.939, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0509, loss_cls: 0.1473, acc: 94.3125, loss_bbox: 0.1252, loss: 0.3394, grad_norm: 6.4897
2022-08-13 06:35:01,989 - mmdet - INFO - Epoch [5][3050/6400] lr: 2.376e-06, eta: 13:16:50, time: 0.940, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0630, loss_cls: 0.1572, acc: 93.8066, loss_bbox: 0.1302, loss: 0.3729, grad_norm: 7.8870
2022-08-13 06:35:49,592 - mmdet - INFO - Epoch [5][3100/6400] lr: 2.376e-06, eta: 13:15:57, time: 0.952, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0569, loss_cls: 0.1124, acc: 95.4648, loss_bbox: 0.1208, loss: 0.3055, grad_norm: 6.3719
2022-08-13 06:36:41,353 - mmdet - INFO - Epoch [5][3150/6400] lr: 2.376e-06, eta: 13:15:11, time: 1.035, data_time: 0.010, memory: 28890, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0759, loss_cls: 0.1435, acc: 94.1582, loss_bbox: 0.1235, loss: 0.3613, grad_norm: 7.2191
2022-08-13 06:37:38,777 - mmdet - INFO - Epoch [5][3200/6400] lr: 2.376e-06, eta: 13:14:34, time: 1.148, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0806, loss_cls: 0.1327, acc: 94.7441, loss_bbox: 0.1217, loss: 0.3513, grad_norm: 6.2919
2022-08-13 06:38:32,747 - mmdet - INFO - Epoch [5][3250/6400] lr: 2.376e-06, eta: 13:13:51, time: 1.079, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0510, loss_cls: 0.1428, acc: 94.3027, loss_bbox: 0.1226, loss: 0.3314, grad_norm: 5.7995
2022-08-13 06:39:19,884 - mmdet - INFO - Epoch [5][3300/6400] lr: 2.376e-06, eta: 13:12:57, time: 0.943, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0614, loss_cls: 0.1316, acc: 94.4980, loss_bbox: 0.1127, loss: 0.3173, grad_norm: 6.5837
2022-08-13 06:40:14,750 - mmdet - INFO - Epoch [5][3350/6400] lr: 2.376e-06, eta: 13:12:16, time: 1.097, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0492, loss_cls: 0.1398, acc: 94.4082, loss_bbox: 0.1182, loss: 0.3246, grad_norm: 6.4663
2022-08-13 06:41:01,655 - mmdet - INFO - Epoch [5][3400/6400] lr: 2.376e-06, eta: 13:11:22, time: 0.938, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0112, loss_rpn_bbox: 0.0652, loss_cls: 0.1298, acc: 94.6660, loss_bbox: 0.1275, loss: 0.3337, grad_norm: 6.7447
2022-08-13 06:41:50,016 - mmdet - INFO - Epoch [5][3450/6400] lr: 2.376e-06, eta: 13:10:30, time: 0.967, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0952, loss_cls: 0.1432, acc: 94.2734, loss_bbox: 0.1458, loss: 0.4040, grad_norm: 7.1633
2022-08-13 06:42:48,962 - mmdet - INFO - Epoch [5][3500/6400] lr: 2.376e-06, eta: 13:09:56, time: 1.179, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0697, loss_cls: 0.1406, acc: 94.4082, loss_bbox: 0.1184, loss: 0.3429, grad_norm: 6.6021
2022-08-13 06:43:35,891 - mmdet - INFO - Epoch [5][3550/6400] lr: 2.376e-06, eta: 13:09:02, time: 0.939, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0532, loss_cls: 0.1606, acc: 93.5879, loss_bbox: 0.1285, loss: 0.3573, grad_norm: 6.7828
2022-08-13 06:44:31,242 - mmdet - INFO - Epoch [5][3600/6400] lr: 2.376e-06, eta: 13:08:21, time: 1.107, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0704, loss_cls: 0.1319, acc: 94.7402, loss_bbox: 0.1216, loss: 0.3416, grad_norm: 6.8035
2022-08-13 06:45:19,266 - mmdet - INFO - Epoch [5][3650/6400] lr: 2.376e-06, eta: 13:07:29, time: 0.960, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0550, loss_cls: 0.1455, acc: 94.1816, loss_bbox: 0.1155, loss: 0.3369, grad_norm: 7.1223
2022-08-13 06:46:14,753 - mmdet - INFO - Epoch [5][3700/6400] lr: 2.376e-06, eta: 13:06:49, time: 1.110, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0618, loss_cls: 0.1460, acc: 94.1484, loss_bbox: 0.1227, loss: 0.3526, grad_norm: 6.5928
2022-08-13 06:47:02,381 - mmdet - INFO - Epoch [5][3750/6400] lr: 2.376e-06, eta: 13:05:56, time: 0.953, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0494, loss_cls: 0.1287, acc: 94.8652, loss_bbox: 0.1106, loss: 0.3050, grad_norm: 6.3791
2022-08-13 06:47:50,831 - mmdet - INFO - Epoch [5][3800/6400] lr: 2.376e-06, eta: 13:05:04, time: 0.969, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0777, loss_cls: 0.1484, acc: 94.1934, loss_bbox: 0.1292, loss: 0.3730, grad_norm: 6.6592
2022-08-13 06:48:37,697 - mmdet - INFO - Epoch [5][3850/6400] lr: 2.376e-06, eta: 13:04:10, time: 0.937, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0725, loss_cls: 0.1414, acc: 94.3613, loss_bbox: 0.1217, loss: 0.3577, grad_norm: 6.4183
2022-08-13 06:49:37,935 - mmdet - INFO - Epoch [5][3900/6400] lr: 2.376e-06, eta: 13:03:37, time: 1.205, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0545, loss_cls: 0.1532, acc: 93.8867, loss_bbox: 0.1219, loss: 0.3482, grad_norm: 6.6208
2022-08-13 06:50:31,129 - mmdet - INFO - Epoch [5][3950/6400] lr: 2.376e-06, eta: 13:02:53, time: 1.064, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0585, loss_cls: 0.1446, acc: 94.4766, loss_bbox: 0.1244, loss: 0.3454, grad_norm: 7.0762
2022-08-13 06:51:19,226 - mmdet - INFO - Epoch [5][4000/6400] lr: 2.376e-06, eta: 13:02:01, time: 0.962, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0635, loss_cls: 0.1476, acc: 94.0508, loss_bbox: 0.1297, loss: 0.3577, grad_norm: 6.8767
2022-08-13 06:52:08,446 - mmdet - INFO - Epoch [5][4050/6400] lr: 2.376e-06, eta: 13:01:10, time: 0.984, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0855, loss_cls: 0.1607, acc: 93.6660, loss_bbox: 0.1338, loss: 0.4024, grad_norm: 7.4551
2022-08-13 06:53:03,806 - mmdet - INFO - Epoch [5][4100/6400] lr: 2.376e-06, eta: 13:00:29, time: 1.107, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0512, loss_cls: 0.1437, acc: 94.2734, loss_bbox: 0.1260, loss: 0.3382, grad_norm: 6.3457
2022-08-13 06:53:51,938 - mmdet - INFO - Epoch [5][4150/6400] lr: 2.376e-06, eta: 12:59:37, time: 0.963, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0967, loss_cls: 0.1403, acc: 94.4512, loss_bbox: 0.1287, loss: 0.3830, grad_norm: 6.8627
2022-08-13 06:54:39,345 - mmdet - INFO - Epoch [5][4200/6400] lr: 2.376e-06, eta: 12:58:44, time: 0.948, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0487, loss_cls: 0.1431, acc: 94.4004, loss_bbox: 0.1319, loss: 0.3405, grad_norm: 6.5361
2022-08-13 06:55:26,367 - mmdet - INFO - Epoch [5][4250/6400] lr: 2.376e-06, eta: 12:57:50, time: 0.940, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0555, loss_cls: 0.1533, acc: 93.8730, loss_bbox: 0.1185, loss: 0.3398, grad_norm: 6.8869
2022-08-13 06:56:16,994 - mmdet - INFO - Epoch [5][4300/6400] lr: 2.376e-06, eta: 12:57:02, time: 1.013, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0691, loss_cls: 0.1618, acc: 93.5527, loss_bbox: 0.1398, loss: 0.3957, grad_norm: 7.0022
2022-08-13 06:57:05,081 - mmdet - INFO - Epoch [5][4350/6400] lr: 2.376e-06, eta: 12:56:09, time: 0.962, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0667, loss_cls: 0.1245, acc: 95.0059, loss_bbox: 0.1155, loss: 0.3236, grad_norm: 6.4847
2022-08-13 06:57:52,157 - mmdet - INFO - Epoch [5][4400/6400] lr: 2.376e-06, eta: 12:55:16, time: 0.942, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0901, loss_cls: 0.1584, acc: 93.6426, loss_bbox: 0.1348, loss: 0.3988, grad_norm: 7.0414
2022-08-13 06:58:41,856 - mmdet - INFO - Epoch [5][4450/6400] lr: 2.376e-06, eta: 12:54:26, time: 0.994, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0558, loss_cls: 0.1325, acc: 94.6133, loss_bbox: 0.1178, loss: 0.3214, grad_norm: 6.2076
2022-08-13 06:59:29,710 - mmdet - INFO - Epoch [5][4500/6400] lr: 2.376e-06, eta: 12:53:33, time: 0.957, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0768, loss_cls: 0.1571, acc: 93.6758, loss_bbox: 0.1407, loss: 0.3949, grad_norm: 7.2149
2022-08-13 07:00:23,364 - mmdet - INFO - Epoch [5][4550/6400] lr: 2.376e-06, eta: 12:52:50, time: 1.073, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0819, loss_cls: 0.1466, acc: 94.7188, loss_bbox: 0.1295, loss: 0.3748, grad_norm: 7.2134
2022-08-13 07:01:15,548 - mmdet - INFO - Epoch [5][4600/6400] lr: 2.376e-06, eta: 12:52:04, time: 1.044, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0706, loss_cls: 0.1436, acc: 94.2480, loss_bbox: 0.1291, loss: 0.3632, grad_norm: 6.9365
2022-08-13 07:02:02,629 - mmdet - INFO - Epoch [5][4650/6400] lr: 2.376e-06, eta: 12:51:10, time: 0.942, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0607, loss_cls: 0.1503, acc: 94.0586, loss_bbox: 0.1407, loss: 0.3710, grad_norm: 6.7590
2022-08-13 07:02:56,226 - mmdet - INFO - Epoch [5][4700/6400] lr: 2.376e-06, eta: 12:50:26, time: 1.072, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0692, loss_cls: 0.1417, acc: 94.3398, loss_bbox: 0.1217, loss: 0.3490, grad_norm: 6.4261
2022-08-13 07:03:58,919 - mmdet - INFO - Epoch [5][4750/6400] lr: 2.376e-06, eta: 12:49:57, time: 1.254, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0587, loss_cls: 0.1228, acc: 95.0703, loss_bbox: 0.1131, loss: 0.3180, grad_norm: 6.6185
2022-08-13 07:04:46,582 - mmdet - INFO - Epoch [5][4800/6400] lr: 2.376e-06, eta: 12:49:04, time: 0.953, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0712, loss_cls: 0.1386, acc: 94.4512, loss_bbox: 0.1355, loss: 0.3580, grad_norm: 6.6724
2022-08-13 07:05:34,694 - mmdet - INFO - Epoch [5][4850/6400] lr: 2.376e-06, eta: 12:48:11, time: 0.962, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0868, loss_cls: 0.1615, acc: 93.7207, loss_bbox: 0.1424, loss: 0.4109, grad_norm: 7.5223
2022-08-13 07:06:21,776 - mmdet - INFO - Epoch [5][4900/6400] lr: 2.376e-06, eta: 12:47:18, time: 0.942, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0550, loss_cls: 0.1368, acc: 94.5938, loss_bbox: 0.1375, loss: 0.3429, grad_norm: 6.7625
2022-08-13 07:07:09,156 - mmdet - INFO - Epoch [5][4950/6400] lr: 2.376e-06, eta: 12:46:25, time: 0.948, data_time: 0.009, memory: 28890, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0927, loss_cls: 0.1607, acc: 93.4629, loss_bbox: 0.1271, loss: 0.3976, grad_norm: 8.2302
2022-08-13 07:08:01,614 - mmdet - INFO - Epoch [5][5000/6400] lr: 2.376e-06, eta: 12:45:39, time: 1.049, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0766, loss_cls: 0.1508, acc: 93.8555, loss_bbox: 0.1296, loss: 0.3759, grad_norm: 7.5476
2022-08-13 07:08:50,273 - mmdet - INFO - Epoch [5][5050/6400] lr: 2.376e-06, eta: 12:44:48, time: 0.973, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0592, loss_cls: 0.1669, acc: 93.4746, loss_bbox: 0.1524, loss: 0.3952, grad_norm: 7.2164
2022-08-13 07:09:37,285 - mmdet - INFO - Epoch [5][5100/6400] lr: 2.376e-06, eta: 12:43:54, time: 0.940, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0881, loss_cls: 0.1576, acc: 93.6992, loss_bbox: 0.1416, loss: 0.4047, grad_norm: 7.4970
2022-08-13 07:10:26,285 - mmdet - INFO - Epoch [5][5150/6400] lr: 2.376e-06, eta: 12:43:03, time: 0.980, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0575, loss_cls: 0.1565, acc: 93.9805, loss_bbox: 0.1323, loss: 0.3707, grad_norm: 7.4520
2022-08-13 07:11:13,733 - mmdet - INFO - Epoch [5][5200/6400] lr: 2.376e-06, eta: 12:42:10, time: 0.949, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0622, loss_cls: 0.1504, acc: 94.1914, loss_bbox: 0.1415, loss: 0.3711, grad_norm: 6.6708
2022-08-13 07:12:00,609 - mmdet - INFO - Epoch [5][5250/6400] lr: 2.376e-06, eta: 12:41:16, time: 0.938, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0754, loss_cls: 0.1572, acc: 93.8262, loss_bbox: 0.1311, loss: 0.3832, grad_norm: 6.5596
2022-08-13 07:12:48,104 - mmdet - INFO - Epoch [5][5300/6400] lr: 2.376e-06, eta: 12:40:23, time: 0.950, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0551, loss_cls: 0.1271, acc: 94.6973, loss_bbox: 0.1216, loss: 0.3174, grad_norm: 6.0857
2022-08-13 07:13:42,722 - mmdet - INFO - Epoch [5][5350/6400] lr: 2.376e-06, eta: 12:39:41, time: 1.092, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0699, loss_cls: 0.1468, acc: 94.3301, loss_bbox: 0.1194, loss: 0.3605, grad_norm: 7.0312
2022-08-13 07:14:34,770 - mmdet - INFO - Epoch [5][5400/6400] lr: 2.376e-06, eta: 12:38:54, time: 1.041, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0638, loss_cls: 0.1422, acc: 94.2188, loss_bbox: 0.1116, loss: 0.3342, grad_norm: 6.2302
2022-08-13 07:15:26,055 - mmdet - INFO - Epoch [5][5450/6400] lr: 2.376e-06, eta: 12:38:07, time: 1.026, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0629, loss_cls: 0.1334, acc: 94.5996, loss_bbox: 0.1187, loss: 0.3296, grad_norm: 6.0593
2022-08-13 07:16:24,263 - mmdet - INFO - Epoch [5][5500/6400] lr: 2.376e-06, eta: 12:37:30, time: 1.164, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0907, loss_cls: 0.1532, acc: 93.9961, loss_bbox: 0.1331, loss: 0.3916, grad_norm: 6.8322
2022-08-13 07:17:12,067 - mmdet - INFO - Epoch [5][5550/6400] lr: 2.376e-06, eta: 12:36:37, time: 0.956, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0557, loss_cls: 0.1379, acc: 94.5840, loss_bbox: 0.1159, loss: 0.3243, grad_norm: 6.2436
2022-08-13 07:18:06,403 - mmdet - INFO - Epoch [5][5600/6400] lr: 2.376e-06, eta: 12:35:54, time: 1.087, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0718, loss_cls: 0.1329, acc: 94.6562, loss_bbox: 0.1236, loss: 0.3426, grad_norm: 7.2984
2022-08-13 07:18:54,274 - mmdet - INFO - Epoch [5][5650/6400] lr: 2.376e-06, eta: 12:35:02, time: 0.957, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0694, loss_cls: 0.1526, acc: 93.7285, loss_bbox: 0.1367, loss: 0.3766, grad_norm: 7.2097
2022-08-13 07:19:43,664 - mmdet - INFO - Epoch [5][5700/6400] lr: 2.376e-06, eta: 12:34:12, time: 0.988, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0521, loss_cls: 0.1457, acc: 94.4980, loss_bbox: 0.1251, loss: 0.3364, grad_norm: 6.2614
2022-08-13 07:20:31,978 - mmdet - INFO - Epoch [5][5750/6400] lr: 2.376e-06, eta: 12:33:20, time: 0.966, data_time: 0.008, memory: 28890, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0713, loss_cls: 0.1446, acc: 94.3867, loss_bbox: 0.1179, loss: 0.3530, grad_norm: 7.0331
2022-08-13 07:21:25,866 - mmdet - INFO - Epoch [5][5800/6400] lr: 2.376e-06, eta: 12:32:36, time: 1.078, data_time: 0.007, memory: 28890, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0671, loss_cls: 0.1409, acc: 94.5742, loss_bbox: 0.1194, loss: 0.3411, grad_norm: 6.3322
2022-08-13 07:22:13,706 - mmdet - INFO - Epoch [5][5850/6400] lr: 2.376e-06, eta: 12:31:44, time: 0.957, data_time: 0.006, memory: 28890, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0642, loss_cls: 0.1370, acc: 94.5117, loss_bbox: 0.1274, loss: 0.3455, grad_norm: 6.6747